warning: commands will be executed using /bin/sh
job 3015 at Tue Mar 25 19:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140321/YutaMouse20-140321/YutaMouse20-140321
ElecNo	4
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 3796781 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1265593 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66872 members 
Mstep: Class 2 contains 66355 members 
Mstep: Class 3 contains 66669 members 
Mstep: Class 4 contains 66206 members 
Mstep: Class 5 contains 66869 members 
Mstep: Class 6 contains 66435 members 
Mstep: Class 7 contains 66814 members 
Mstep: Class 8 contains 66336 members 
Mstep: Class 9 contains 66556 members 
Mstep: Class 10 contains 66518 members 
Mstep: Class 11 contains 66712 members 
Mstep: Class 12 contains 66606 members 
Mstep: Class 13 contains 66854 members 
Mstep: Class 14 contains 66419 members 
Mstep: Class 15 contains 66414 members 
Mstep: Class 16 contains 67232 members 
Mstep: Class 17 contains 66519 members 
Mstep: Class 18 contains 66716 members 
Mstep: Class 19 contains 66491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1303.272583 but Gain 3484.664062
Score: -150703568.000000 Penalty: 62723.890625
Iteration 0F: 19 clusters Score -1.507036e+08 nChanged 1192565
Entering Unmasked Mstep 
Mstep: Class 0 contains 2344 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 41220 members 
Mstep: Class 3 contains 142331 members 
Mstep: Class 4 contains 46590 members 
Mstep: Class 5 contains 38513 members 
Mstep: Class 7 contains 76541 members 
Mstep: Class 8 contains 49245 members 
Mstep: Class 9 contains 89683 members 
Mstep: Class 10 contains 164555 members 
Mstep: Class 11 contains 47707 members 
Mstep: Class 12 contains 70638 members 
Mstep: Class 13 contains 35420 members 
Mstep: Class 14 contains 151887 members 
Mstep: Class 15 contains 49312 members 
Mstep: Class 16 contains 63284 members 
Mstep: Class 17 contains 19808 members 
Mstep: Class 18 contains 57611 members 
Mstep: Class 19 contains 51726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154304864.000000 Penalty: 62723.890625
Iteration 1F: 19 clusters Score -1.543049e+08 nChanged 479804
Entering Unmasked Mstep 
Mstep: Class 0 contains 1430 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 40747 members 
Mstep: Class 3 contains 138252 members 
Mstep: Class 4 contains 37161 members 
Mstep: Class 5 contains 43201 members 
Mstep: Class 7 contains 58144 members 
Mstep: Class 8 contains 41917 members 
Mstep: Class 9 contains 95968 members 
Mstep: Class 10 contains 146042 members 
Mstep: Class 11 contains 47545 members 
Mstep: Class 12 contains 58204 members 
Mstep: Class 13 contains 34831 members 
Mstep: Class 14 contains 224364 members 
Mstep: Class 15 contains 56495 members 
Mstep: Class 16 contains 69164 members 
Mstep: Class 17 contains 13908 members 
Mstep: Class 18 contains 55090 members 
Mstep: Class 19 contains 46970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155630240.000000 Penalty: 62723.890625
Iteration 2F: 19 clusters Score -1.556302e+08 nChanged 409844
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 40155 members 
Mstep: Class 3 contains 107092 members 
Mstep: Class 4 contains 33177 members 
Mstep: Class 5 contains 55595 members 
Mstep: Class 7 contains 47077 members 
Mstep: Class 8 contains 53890 members 
Mstep: Class 9 contains 74085 members 
Mstep: Class 10 contains 112679 members 
Mstep: Class 11 contains 51510 members 
Mstep: Class 12 contains 61030 members 
Mstep: Class 13 contains 41453 members 
Mstep: Class 14 contains 267515 members 
Mstep: Class 15 contains 68355 members 
Mstep: Class 16 contains 67763 members 
Mstep: Class 17 contains 8175 members 
Mstep: Class 18 contains 64566 members 
Mstep: Class 19 contains 59853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156498688.000000 Penalty: 62723.890625
Iteration 3F: 19 clusters Score -1.564987e+08 nChanged 297649
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 34869 members 
Mstep: Class 3 contains 102166 members 
Mstep: Class 4 contains 30968 members 
Mstep: Class 5 contains 68157 members 
Mstep: Class 7 contains 49340 members 
Mstep: Class 8 contains 63026 members 
Mstep: Class 9 contains 41928 members 
Mstep: Class 10 contains 101884 members 
Mstep: Class 11 contains 54810 members 
Mstep: Class 12 contains 54808 members 
Mstep: Class 13 contains 49841 members 
Mstep: Class 14 contains 294012 members 
Mstep: Class 15 contains 84962 members 
Mstep: Class 16 contains 58015 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 63078 members 
Mstep: Class 19 contains 60415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156849584.000000 Penalty: 62723.890625
Iteration 4F: 19 clusters Score -1.568496e+08 nChanged 211125
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 25833 members 
Mstep: Class 3 contains 112889 members 
Mstep: Class 4 contains 30330 members 
Mstep: Class 5 contains 82292 members 
Mstep: Class 7 contains 54529 members 
Mstep: Class 8 contains 67424 members 
Mstep: Class 9 contains 21447 members 
Mstep: Class 10 contains 96109 members 
Mstep: Class 11 contains 54956 members 
Mstep: Class 12 contains 48072 members 
Mstep: Class 13 contains 53681 members 
Mstep: Class 14 contains 298729 members 
Mstep: Class 15 contains 97649 members 
Mstep: Class 16 contains 54673 members 
Mstep: Class 17 contains 5142 members 
Mstep: Class 18 contains 59504 members 
Mstep: Class 19 contains 53738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157052304.000000 Penalty: 62723.890625
Iteration 5F: 19 clusters Score -1.570523e+08 nChanged 157434
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 16784 members 
Mstep: Class 3 contains 125678 members 
Mstep: Class 4 contains 29595 members 
Mstep: Class 5 contains 93148 members 
Mstep: Class 7 contains 57906 members 
Mstep: Class 8 contains 68482 members 
Mstep: Class 9 contains 10903 members 
Mstep: Class 10 contains 89332 members 
Mstep: Class 11 contains 52440 members 
Mstep: Class 12 contains 43210 members 
Mstep: Class 13 contains 51323 members 
Mstep: Class 14 contains 297171 members 
Mstep: Class 15 contains 108764 members 
Mstep: Class 16 contains 55585 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 56461 members 
Mstep: Class 19 contains 47342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157173664.000000 Penalty: 62723.890625
Iteration 6F: 19 clusters Score -1.571737e+08 nChanged 121028
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 11551 members 
Mstep: Class 3 contains 133418 members 
Mstep: Class 4 contains 29379 members 
Mstep: Class 5 contains 98766 members 
Mstep: Class 7 contains 59958 members 
Mstep: Class 8 contains 67507 members 
Mstep: Class 9 contains 6797 members 
Mstep: Class 10 contains 82259 members 
Mstep: Class 11 contains 49962 members 
Mstep: Class 12 contains 40344 members 
Mstep: Class 13 contains 47982 members 
Mstep: Class 14 contains 292567 members 
Mstep: Class 15 contains 121673 members 
Mstep: Class 16 contains 56209 members 
Mstep: Class 17 contains 4070 members 
Mstep: Class 18 contains 53689 members 
Mstep: Class 19 contains 43478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157255856.000000 Penalty: 62723.890625
Iteration 7F: 19 clusters Score -1.572559e+08 nChanged 98373
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74126 members 
Mstep: Class 2 contains 8837 members 
Mstep: Class 3 contains 137350 members 
Mstep: Class 4 contains 30531 members 
Mstep: Class 5 contains 101095 members 
Mstep: Class 7 contains 60866 members 
Mstep: Class 8 contains 65553 members 
Mstep: Class 9 contains 5430 members 
Mstep: Class 10 contains 75350 members 
Mstep: Class 11 contains 48182 members 
Mstep: Class 12 contains 38983 members 
Mstep: Class 13 contains 45124 members 
Mstep: Class 14 contains 284326 members 
Mstep: Class 15 contains 136972 members 
Mstep: Class 16 contains 56582 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 50958 members 
Mstep: Class 19 contains 41663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157317472.000000 Penalty: 62723.890625
Iteration 8F: 19 clusters Score -1.573175e+08 nChanged 83527
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 7350 members 
Mstep: Class 3 contains 139394 members 
Mstep: Class 4 contains 32789 members 
Mstep: Class 5 contains 101690 members 
Mstep: Class 7 contains 60681 members 
Mstep: Class 8 contains 63488 members 
Mstep: Class 9 contains 5101 members 
Mstep: Class 10 contains 68955 members 
Mstep: Class 11 contains 47196 members 
Mstep: Class 12 contains 38412 members 
Mstep: Class 13 contains 42863 members 
Mstep: Class 14 contains 273600 members 
Mstep: Class 15 contains 153384 members 
Mstep: Class 16 contains 56874 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 18 contains 48448 members 
Mstep: Class 19 contains 40946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157372256.000000 Penalty: 62723.890625
Iteration 9F: 19 clusters Score -1.573723e+08 nChanged 72889
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 140253 members 
Mstep: Class 4 contains 35830 members 
Mstep: Class 5 contains 101263 members 
Mstep: Class 7 contains 59509 members 
Mstep: Class 8 contains 61602 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 63450 members 
Mstep: Class 11 contains 47037 members 
Mstep: Class 12 contains 38711 members 
Mstep: Class 13 contains 41311 members 
Mstep: Class 14 contains 260140 members 
Mstep: Class 15 contains 170175 members 
Mstep: Class 16 contains 57290 members 
Mstep: Class 17 contains 3335 members 
Mstep: Class 18 contains 46281 members 
Mstep: Class 19 contains 40955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157411760.000000 Penalty: 62723.890625
Iteration 10F: 19 clusters Score -1.574118e+08 nChanged 67939
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 91155 members 
Mstep: Class 2 contains 6250 members 
Mstep: Class 3 contains 140423 members 
Mstep: Class 4 contains 39776 members 
Mstep: Class 5 contains 99751 members 
Mstep: Class 7 contains 57442 members 
Mstep: Class 8 contains 60434 members 
Mstep: Class 9 contains 5762 members 
Mstep: Class 10 contains 58660 members 
Mstep: Class 11 contains 47414 members 
Mstep: Class 12 contains 39793 members 
Mstep: Class 13 contains 40612 members 
Mstep: Class 14 contains 242545 members 
Mstep: Class 15 contains 187976 members 
Mstep: Class 16 contains 58252 members 
Mstep: Class 17 contains 3320 members 
Mstep: Class 18 contains 44613 members 
Mstep: Class 19 contains 41404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157441936.000000 Penalty: 62723.890625
Iteration 11F: 19 clusters Score -1.574419e+08 nChanged 63275
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 6215 members 
Mstep: Class 3 contains 140493 members 
Mstep: Class 4 contains 44818 members 
Mstep: Class 5 contains 96915 members 
Mstep: Class 7 contains 54954 members 
Mstep: Class 8 contains 59690 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 54333 members 
Mstep: Class 11 contains 48095 members 
Mstep: Class 12 contains 41375 members 
Mstep: Class 13 contains 40533 members 
Mstep: Class 14 contains 224940 members 
Mstep: Class 15 contains 203414 members 
Mstep: Class 16 contains 59528 members 
Mstep: Class 17 contains 3322 members 
Mstep: Class 18 contains 43322 members 
Mstep: Class 19 contains 42179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157464784.000000 Penalty: 62723.890625
Iteration 12Q: 19 clusters Score -1.574648e+08 nChanged 57835
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 98350 members 
Mstep: Class 2 contains 6299 members 
Mstep: Class 3 contains 140454 members 
Mstep: Class 4 contains 51048 members 
Mstep: Class 5 contains 92628 members 
Mstep: Class 7 contains 52349 members 
Mstep: Class 8 contains 59287 members 
Mstep: Class 9 contains 7319 members 
Mstep: Class 10 contains 50497 members 
Mstep: Class 11 contains 49110 members 
Mstep: Class 12 contains 43174 members 
Mstep: Class 13 contains 41209 members 
Mstep: Class 14 contains 209772 members 
Mstep: Class 15 contains 213966 members 
Mstep: Class 16 contains 61299 members 
Mstep: Class 17 contains 3323 members 
Mstep: Class 18 contains 42327 members 
Mstep: Class 19 contains 43171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157483264.000000 Penalty: 62723.890625
Iteration 13Q: 19 clusters Score -1.574833e+08 nChanged 53874
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 101167 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 140550 members 
Mstep: Class 4 contains 58397 members 
Mstep: Class 5 contains 86958 members 
Mstep: Class 7 contains 49774 members 
Mstep: Class 8 contains 59022 members 
Mstep: Class 9 contains 8383 members 
Mstep: Class 10 contains 47051 members 
Mstep: Class 11 contains 50343 members 
Mstep: Class 12 contains 45006 members 
Mstep: Class 13 contains 42363 members 
Mstep: Class 14 contains 198464 members 
Mstep: Class 15 contains 219193 members 
Mstep: Class 16 contains 63439 members 
Mstep: Class 17 contains 3321 members 
Mstep: Class 18 contains 41538 members 
Mstep: Class 19 contains 44196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157501920.000000 Penalty: 62723.890625
Iteration 14Q: 19 clusters Score -1.575019e+08 nChanged 50654
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 6613 members 
Mstep: Class 3 contains 140884 members 
Mstep: Class 4 contains 66490 members 
Mstep: Class 5 contains 80312 members 
Mstep: Class 7 contains 47153 members 
Mstep: Class 8 contains 58779 members 
Mstep: Class 9 contains 9491 members 
Mstep: Class 10 contains 43901 members 
Mstep: Class 11 contains 51576 members 
Mstep: Class 12 contains 46704 members 
Mstep: Class 13 contains 44064 members 
Mstep: Class 14 contains 191162 members 
Mstep: Class 15 contains 220187 members 
Mstep: Class 16 contains 65600 members 
Mstep: Class 17 contains 3323 members 
Mstep: Class 18 contains 40776 members 
Mstep: Class 19 contains 45070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157521376.000000 Penalty: 62723.890625
Iteration 15Q: 19 clusters Score -1.575214e+08 nChanged 46590
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 105375 members 
Mstep: Class 2 contains 6804 members 
Mstep: Class 3 contains 141438 members 
Mstep: Class 4 contains 74765 members 
Mstep: Class 5 contains 73199 members 
Mstep: Class 7 contains 44602 members 
Mstep: Class 8 contains 58563 members 
Mstep: Class 9 contains 10694 members 
Mstep: Class 10 contains 40850 members 
Mstep: Class 11 contains 52763 members 
Mstep: Class 12 contains 48229 members 
Mstep: Class 13 contains 45942 members 
Mstep: Class 14 contains 187009 members 
Mstep: Class 15 contains 218228 members 
Mstep: Class 16 contains 67765 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 40113 members 
Mstep: Class 19 contains 45917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157543040.000000 Penalty: 62723.890625
Iteration 16Q: 19 clusters Score -1.57543e+08 nChanged 42490
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 106856 members 
Mstep: Class 2 contains 7019 members 
Mstep: Class 3 contains 142189 members 
Mstep: Class 4 contains 82567 members 
Mstep: Class 5 contains 66252 members 
Mstep: Class 7 contains 42237 members 
Mstep: Class 8 contains 58311 members 
Mstep: Class 9 contains 11992 members 
Mstep: Class 10 contains 38082 members 
Mstep: Class 11 contains 53810 members 
Mstep: Class 12 contains 49545 members 
Mstep: Class 13 contains 47662 members 
Mstep: Class 14 contains 185912 members 
Mstep: Class 15 contains 213992 members 
Mstep: Class 16 contains 69631 members 
Mstep: Class 17 contains 3327 members 
Mstep: Class 18 contains 39477 members 
Mstep: Class 19 contains 46721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157561520.000000 Penalty: 62723.890625
Iteration 17Q: 19 clusters Score -1.575615e+08 nChanged 38061
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 107957 members 
Mstep: Class 2 contains 7219 members 
Mstep: Class 3 contains 143039 members 
Mstep: Class 4 contains 89505 members 
Mstep: Class 5 contains 59823 members 
Mstep: Class 7 contains 40147 members 
Mstep: Class 8 contains 57990 members 
Mstep: Class 9 contains 13358 members 
Mstep: Class 10 contains 35468 members 
Mstep: Class 11 contains 54816 members 
Mstep: Class 12 contains 50684 members 
Mstep: Class 13 contains 49094 members 
Mstep: Class 14 contains 187368 members 
Mstep: Class 15 contains 207844 members 
Mstep: Class 16 contains 71283 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 39106 members 
Mstep: Class 19 contains 47555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157577792.000000 Penalty: 62723.890625
Iteration 18Q: 19 clusters Score -1.575778e+08 nChanged 33846
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 108861 members 
Mstep: Class 2 contains 7443 members 
Mstep: Class 3 contains 144117 members 
Mstep: Class 4 contains 94985 members 
Mstep: Class 5 contains 54595 members 
Mstep: Class 7 contains 38332 members 
Mstep: Class 8 contains 57649 members 
Mstep: Class 9 contains 14849 members 
Mstep: Class 10 contains 33092 members 
Mstep: Class 11 contains 55733 members 
Mstep: Class 12 contains 51581 members 
Mstep: Class 13 contains 50325 members 
Mstep: Class 14 contains 190299 members 
Mstep: Class 15 contains 200434 members 
Mstep: Class 16 contains 72598 members 
Mstep: Class 17 contains 3327 members 
Mstep: Class 18 contains 38952 members 
Mstep: Class 19 contains 48410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157593504.000000 Penalty: 62723.890625
Iteration 19Q: 19 clusters Score -1.575935e+08 nChanged 29592
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 7609 members 
Mstep: Class 3 contains 145305 members 
Mstep: Class 4 contains 98913 members 
Mstep: Class 5 contains 50775 members 
Mstep: Class 7 contains 36600 members 
Mstep: Class 8 contains 57316 members 
Mstep: Class 9 contains 16462 members 
Mstep: Class 10 contains 31069 members 
Mstep: Class 11 contains 56493 members 
Mstep: Class 12 contains 52250 members 
Mstep: Class 13 contains 51312 members 
Mstep: Class 14 contains 193441 members 
Mstep: Class 15 contains 193177 members 
Mstep: Class 16 contains 73759 members 
Mstep: Class 17 contains 3328 members 
Mstep: Class 18 contains 38912 members 
Mstep: Class 19 contains 49344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157607360.000000 Penalty: 62723.890625
Iteration 20F: 19 clusters Score -1.576074e+08 nChanged 26592
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109935 members 
Mstep: Class 2 contains 7739 members 
Mstep: Class 3 contains 146440 members 
Mstep: Class 4 contains 102540 members 
Mstep: Class 5 contains 47312 members 
Mstep: Class 7 contains 35070 members 
Mstep: Class 8 contains 57031 members 
Mstep: Class 9 contains 18251 members 
Mstep: Class 10 contains 29323 members 
Mstep: Class 11 contains 57086 members 
Mstep: Class 12 contains 52795 members 
Mstep: Class 13 contains 52034 members 
Mstep: Class 14 contains 196166 members 
Mstep: Class 15 contains 186466 members 
Mstep: Class 16 contains 74887 members 
Mstep: Class 17 contains 3329 members 
Mstep: Class 18 contains 38875 members 
Mstep: Class 19 contains 50303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157618816.000000 Penalty: 62723.890625
Iteration 21Q: 19 clusters Score -1.576188e+08 nChanged 23441
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110192 members 
Mstep: Class 2 contains 7836 members 
Mstep: Class 3 contains 147505 members 
Mstep: Class 4 contains 105462 members 
Mstep: Class 5 contains 44563 members 
Mstep: Class 7 contains 33773 members 
Mstep: Class 8 contains 56702 members 
Mstep: Class 9 contains 19908 members 
Mstep: Class 10 contains 27883 members 
Mstep: Class 11 contains 57538 members 
Mstep: Class 12 contains 53200 members 
Mstep: Class 13 contains 52572 members 
Mstep: Class 14 contains 198611 members 
Mstep: Class 15 contains 180495 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 3330 members 
Mstep: Class 18 contains 38843 members 
Mstep: Class 19 contains 51360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157626304.000000 Penalty: 62723.890625
Iteration 22Q: 19 clusters Score -1.576263e+08 nChanged 20372
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110354 members 
Mstep: Class 2 contains 7882 members 
Mstep: Class 3 contains 148443 members 
Mstep: Class 4 contains 107786 members 
Mstep: Class 5 contains 42333 members 
Mstep: Class 7 contains 32660 members 
Mstep: Class 8 contains 56371 members 
Mstep: Class 9 contains 21563 members 
Mstep: Class 10 contains 26740 members 
Mstep: Class 11 contains 57947 members 
Mstep: Class 12 contains 53507 members 
Mstep: Class 13 contains 53080 members 
Mstep: Class 14 contains 200364 members 
Mstep: Class 15 contains 175256 members 
Mstep: Class 16 contains 76564 members 
Mstep: Class 17 contains 3330 members 
Mstep: Class 18 contains 38878 members 
Mstep: Class 19 contains 52524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157632320.000000 Penalty: 62723.890625
Iteration 23Q: 19 clusters Score -1.576323e+08 nChanged 17857
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 149300 members 
Mstep: Class 4 contains 109706 members 
Mstep: Class 5 contains 40440 members 
Mstep: Class 7 contains 31617 members 
Mstep: Class 8 contains 56108 members 
Mstep: Class 9 contains 23091 members 
Mstep: Class 10 contains 25868 members 
Mstep: Class 11 contains 58287 members 
Mstep: Class 12 contains 53731 members 
Mstep: Class 13 contains 53489 members 
Mstep: Class 14 contains 201488 members 
Mstep: Class 15 contains 170972 members 
Mstep: Class 16 contains 77241 members 
Mstep: Class 17 contains 3328 members 
Mstep: Class 18 contains 38957 members 
Mstep: Class 19 contains 53582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157636880.000000 Penalty: 62723.890625
Iteration 24Q: 19 clusters Score -1.576369e+08 nChanged 16047
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110466 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 150047 members 
Mstep: Class 4 contains 111336 members 
Mstep: Class 5 contains 38746 members 
Mstep: Class 7 contains 30725 members 
Mstep: Class 8 contains 55853 members 
Mstep: Class 9 contains 24470 members 
Mstep: Class 10 contains 25188 members 
Mstep: Class 11 contains 58578 members 
Mstep: Class 12 contains 53883 members 
Mstep: Class 13 contains 53769 members 
Mstep: Class 14 contains 201961 members 
Mstep: Class 15 contains 167612 members 
Mstep: Class 16 contains 77828 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 39205 members 
Mstep: Class 19 contains 54653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157640544.000000 Penalty: 62723.890625
Iteration 25Q: 19 clusters Score -1.576405e+08 nChanged 14849
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110401 members 
Mstep: Class 2 contains 7960 members 
Mstep: Class 3 contains 150614 members 
Mstep: Class 4 contains 112863 members 
Mstep: Class 5 contains 37122 members 
Mstep: Class 7 contains 29994 members 
Mstep: Class 8 contains 55560 members 
Mstep: Class 9 contains 25770 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 58774 members 
Mstep: Class 12 contains 54004 members 
Mstep: Class 13 contains 54017 members 
Mstep: Class 14 contains 201894 members 
Mstep: Class 15 contains 164957 members 
Mstep: Class 16 contains 78311 members 
Mstep: Class 17 contains 3327 members 
Mstep: Class 18 contains 39525 members 
Mstep: Class 19 contains 55819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157646144.000000 Penalty: 62723.890625
Iteration 26Q: 19 clusters Score -1.576461e+08 nChanged 13882
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110297 members 
Mstep: Class 2 contains 7968 members 
Mstep: Class 3 contains 151023 members 
Mstep: Class 4 contains 114389 members 
Mstep: Class 5 contains 35577 members 
Mstep: Class 7 contains 29336 members 
Mstep: Class 8 contains 55288 members 
Mstep: Class 9 contains 26952 members 
Mstep: Class 10 contains 24311 members 
Mstep: Class 11 contains 58853 members 
Mstep: Class 12 contains 54119 members 
Mstep: Class 13 contains 54195 members 
Mstep: Class 14 contains 201239 members 
Mstep: Class 15 contains 163110 members 
Mstep: Class 16 contains 78718 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 39837 members 
Mstep: Class 19 contains 57044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157650592.000000 Penalty: 62723.890625
Iteration 27Q: 19 clusters Score -1.576506e+08 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 151345 members 
Mstep: Class 4 contains 115848 members 
Mstep: Class 5 contains 34175 members 
Mstep: Class 7 contains 28787 members 
Mstep: Class 8 contains 55003 members 
Mstep: Class 9 contains 28136 members 
Mstep: Class 10 contains 24085 members 
Mstep: Class 11 contains 58898 members 
Mstep: Class 12 contains 54185 members 
Mstep: Class 13 contains 54332 members 
Mstep: Class 14 contains 200349 members 
Mstep: Class 15 contains 161601 members 
Mstep: Class 16 contains 79022 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 40088 members 
Mstep: Class 19 contains 58269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157655536.000000 Penalty: 62723.890625
Iteration 28Q: 19 clusters Score -1.576555e+08 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109983 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 151631 members 
Mstep: Class 4 contains 117155 members 
Mstep: Class 5 contains 33002 members 
Mstep: Class 7 contains 28295 members 
Mstep: Class 8 contains 54719 members 
Mstep: Class 9 contains 29173 members 
Mstep: Class 10 contains 23955 members 
Mstep: Class 11 contains 58885 members 
Mstep: Class 12 contains 54225 members 
Mstep: Class 13 contains 54441 members 
Mstep: Class 14 contains 199087 members 
Mstep: Class 15 contains 160628 members 
Mstep: Class 16 contains 79260 members 
Mstep: Class 17 contains 3324 members 
Mstep: Class 18 contains 40288 members 
Mstep: Class 19 contains 59573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157659024.000000 Penalty: 62723.890625
Iteration 29Q: 19 clusters Score -1.57659e+08 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109861 members 
Mstep: Class 2 contains 7956 members 
Mstep: Class 3 contains 151841 members 
Mstep: Class 4 contains 118194 members 
Mstep: Class 5 contains 32187 members 
Mstep: Class 7 contains 27885 members 
Mstep: Class 8 contains 54431 members 
Mstep: Class 9 contains 30155 members 
Mstep: Class 10 contains 23870 members 
Mstep: Class 11 contains 58856 members 
Mstep: Class 12 contains 54247 members 
Mstep: Class 13 contains 54537 members 
Mstep: Class 14 contains 197581 members 
Mstep: Class 15 contains 159905 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 40333 members 
Mstep: Class 19 contains 60998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157662464.000000 Penalty: 62723.890625
Iteration 30Q: 19 clusters Score -1.576625e+08 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109793 members 
Mstep: Class 2 contains 7951 members 
Mstep: Class 3 contains 152004 members 
Mstep: Class 4 contains 118876 members 
Mstep: Class 5 contains 31718 members 
Mstep: Class 7 contains 27561 members 
Mstep: Class 8 contains 54175 members 
Mstep: Class 9 contains 31073 members 
Mstep: Class 10 contains 23822 members 
Mstep: Class 11 contains 58780 members 
Mstep: Class 12 contains 54256 members 
Mstep: Class 13 contains 54590 members 
Mstep: Class 14 contains 195932 members 
Mstep: Class 15 contains 159450 members 
Mstep: Class 16 contains 79528 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 40305 members 
Mstep: Class 19 contains 62442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157663968.000000 Penalty: 62723.890625
Iteration 31Q: 19 clusters Score -1.57664e+08 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 7954 members 
Mstep: Class 3 contains 152093 members 
Mstep: Class 4 contains 119291 members 
Mstep: Class 5 contains 31442 members 
Mstep: Class 7 contains 27310 members 
Mstep: Class 8 contains 53888 members 
Mstep: Class 9 contains 31916 members 
Mstep: Class 10 contains 23788 members 
Mstep: Class 11 contains 58645 members 
Mstep: Class 12 contains 54267 members 
Mstep: Class 13 contains 54623 members 
Mstep: Class 14 contains 194263 members 
Mstep: Class 15 contains 159130 members 
Mstep: Class 16 contains 79615 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 40227 members 
Mstep: Class 19 contains 63994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157664816.000000 Penalty: 62723.890625
Iteration 32Q: 19 clusters Score -1.576648e+08 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109828 members 
Mstep: Class 2 contains 7956 members 
Mstep: Class 3 contains 152195 members 
Mstep: Class 4 contains 119535 members 
Mstep: Class 5 contains 31293 members 
Mstep: Class 7 contains 27112 members 
Mstep: Class 8 contains 53631 members 
Mstep: Class 9 contains 32672 members 
Mstep: Class 10 contains 23763 members 
Mstep: Class 11 contains 58503 members 
Mstep: Class 12 contains 54267 members 
Mstep: Class 13 contains 54601 members 
Mstep: Class 14 contains 192537 members 
Mstep: Class 15 contains 158917 members 
Mstep: Class 16 contains 79686 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 40155 members 
Mstep: Class 19 contains 65605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157665888.000000 Penalty: 62723.890625
Iteration 33Q: 19 clusters Score -1.576659e+08 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109847 members 
Mstep: Class 2 contains 7955 members 
Mstep: Class 3 contains 152266 members 
Mstep: Class 4 contains 119699 members 
Mstep: Class 5 contains 31172 members 
Mstep: Class 7 contains 26970 members 
Mstep: Class 8 contains 53395 members 
Mstep: Class 9 contains 33335 members 
Mstep: Class 10 contains 23744 members 
Mstep: Class 11 contains 58339 members 
Mstep: Class 12 contains 54263 members 
Mstep: Class 13 contains 54609 members 
Mstep: Class 14 contains 190758 members 
Mstep: Class 15 contains 158843 members 
Mstep: Class 16 contains 79693 members 
Mstep: Class 17 contains 3324 members 
Mstep: Class 18 contains 40093 members 
Mstep: Class 19 contains 67277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157666592.000000 Penalty: 62723.890625
Iteration 34Q: 19 clusters Score -1.576666e+08 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109878 members 
Mstep: Class 2 contains 7952 members 
Mstep: Class 3 contains 152323 members 
Mstep: Class 4 contains 119794 members 
Mstep: Class 5 contains 31090 members 
Mstep: Class 7 contains 26853 members 
Mstep: Class 8 contains 53157 members 
Mstep: Class 9 contains 33905 members 
Mstep: Class 10 contains 23728 members 
Mstep: Class 11 contains 58164 members 
Mstep: Class 12 contains 54256 members 
Mstep: Class 13 contains 54593 members 
Mstep: Class 14 contains 189000 members 
Mstep: Class 15 contains 158863 members 
Mstep: Class 16 contains 79671 members 
Mstep: Class 17 contains 3324 members 
Mstep: Class 18 contains 40036 members 
Mstep: Class 19 contains 68995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157667472.000000 Penalty: 62723.890625
Iteration 35Q: 19 clusters Score -1.576675e+08 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109925 members 
Mstep: Class 2 contains 7950 members 
Mstep: Class 3 contains 152382 members 
Mstep: Class 4 contains 119873 members 
Mstep: Class 5 contains 31043 members 
Mstep: Class 7 contains 26753 members 
Mstep: Class 8 contains 52915 members 
Mstep: Class 9 contains 34386 members 
Mstep: Class 10 contains 23715 members 
Mstep: Class 11 contains 57963 members 
Mstep: Class 12 contains 54250 members 
Mstep: Class 13 contains 54549 members 
Mstep: Class 14 contains 187339 members 
Mstep: Class 15 contains 158846 members 
Mstep: Class 16 contains 79660 members 
Mstep: Class 17 contains 3324 members 
Mstep: Class 18 contains 39989 members 
Mstep: Class 19 contains 70720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157667488.000000 Penalty: 62723.890625
Iteration 36Q: 19 clusters Score -1.576675e+08 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109977 members 
Mstep: Class 2 contains 7955 members 
Mstep: Class 3 contains 152401 members 
Mstep: Class 4 contains 119930 members 
Mstep: Class 5 contains 31004 members 
Mstep: Class 7 contains 26664 members 
Mstep: Class 8 contains 52704 members 
Mstep: Class 9 contains 34804 members 
Mstep: Class 10 contains 23709 members 
Mstep: Class 11 contains 57744 members 
Mstep: Class 12 contains 54243 members 
Mstep: Class 13 contains 54491 members 
Mstep: Class 14 contains 185805 members 
Mstep: Class 15 contains 158846 members 
Mstep: Class 16 contains 79610 members 
Mstep: Class 17 contains 3324 members 
Mstep: Class 18 contains 39948 members 
Mstep: Class 19 contains 72423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157668256.000000 Penalty: 62723.890625
Iteration 37Q: 19 clusters Score -1.576683e+08 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110020 members 
Mstep: Class 2 contains 7961 members 
Mstep: Class 3 contains 152429 members 
Mstep: Class 4 contains 119978 members 
Mstep: Class 5 contains 30975 members 
Mstep: Class 7 contains 26587 members 
Mstep: Class 8 contains 52448 members 
Mstep: Class 9 contains 35142 members 
Mstep: Class 10 contains 23700 members 
Mstep: Class 11 contains 57520 members 
Mstep: Class 12 contains 54236 members 
Mstep: Class 13 contains 54428 members 
Mstep: Class 14 contains 184344 members 
Mstep: Class 15 contains 158865 members 
Mstep: Class 16 contains 79586 members 
Mstep: Class 17 contains 3324 members 
Mstep: Class 18 contains 39903 members 
Mstep: Class 19 contains 74136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157668288.000000 Penalty: 62723.890625
Iteration 38Q: 19 clusters Score -1.576683e+08 nChanged 5147
Entering ConstructFrom: 
Score: -157668288.000000 Penalty: 62723.890625
Entering ConstructFrom: 
Trying to split cluster 1 (110052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110052 members 
Entering Unmasked Estep 
Score: -13922604.000000 Penalty: 2878.959717
	Iteration 0F: 2 clusters Score -1.39226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -13849078.000000 Penalty: 5757.919434
	Iteration 0F: 3 clusters Score -1.384908e+07 nChanged 52193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -13879504.000000 Penalty: 5757.919434
	Iteration 1F: 3 clusters Score -1.38795e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -13881453.000000 Penalty: 5757.919434
	Iteration 2Q: 3 clusters Score -1.388145e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -13885118.000000 Penalty: 5757.919434
	Iteration 3F: 3 clusters Score -1.388512e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -13891370.000000 Penalty: 5757.919434
	Iteration 4F: 3 clusters Score -1.389137e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -13900105.000000 Penalty: 5757.919434
	Iteration 5F: 3 clusters Score -1.39001e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91472 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -13908029.000000 Penalty: 5757.919434
	Iteration 6F: 3 clusters Score -1.390803e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -13913264.000000 Penalty: 5757.919434
	Iteration 7F: 3 clusters Score -1.391326e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100178 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -13916230.000000 Penalty: 5757.919434
	Iteration 8Q: 3 clusters Score -1.391623e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102381 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -13917721.000000 Penalty: 5757.919434
	Iteration 9Q: 3 clusters Score -1.391772e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103897 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -13918586.000000 Penalty: 5757.919434
	Iteration 10Q: 3 clusters Score -1.391859e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -13919057.000000 Penalty: 5757.919434
	Iteration 11Q: 3 clusters Score -1.391906e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105891 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -13919443.000000 Penalty: 5757.919434
	Iteration 12Q: 3 clusters Score -1.391944e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106495 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -13919705.000000 Penalty: 5757.919434
	Iteration 13Q: 3 clusters Score -1.39197e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106959 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -13919881.000000 Penalty: 5757.919434
	Iteration 14Q: 3 clusters Score -1.391988e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107284 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -13920075.000000 Penalty: 5757.919434
	Iteration 15Q: 3 clusters Score -1.392008e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -13920199.000000 Penalty: 5757.919434
	Iteration 16Q: 3 clusters Score -1.39202e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107767 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -13920292.000000 Penalty: 5757.919434
	Iteration 17Q: 3 clusters Score -1.392029e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107934 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -13920353.000000 Penalty: 5757.919434
	Iteration 18Q: 3 clusters Score -1.392035e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108077 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -13920393.000000 Penalty: 5757.919434
	Iteration 19Q: 3 clusters Score -1.392039e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108190 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -13920442.000000 Penalty: 5757.919434
	Iteration 20F: 3 clusters Score -1.392044e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108289 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -13920460.000000 Penalty: 5757.919434
	Iteration 21Q: 3 clusters Score -1.392046e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108344 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -13920462.000000 Penalty: 5757.919434
	Iteration 22Q: 3 clusters Score -1.392046e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108389 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -13920478.000000 Penalty: 5757.919434
	Iteration 23Q: 3 clusters Score -1.392048e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108423 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -13920483.000000 Penalty: 5757.919434
	Iteration 24Q: 3 clusters Score -1.392048e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108453 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -13920513.000000 Penalty: 5757.919434
	Iteration 25Q: 3 clusters Score -1.392051e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108476 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -13920522.000000 Penalty: 5757.919434
	Iteration 26Q: 3 clusters Score -1.392052e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108498 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13920505.000000 Penalty: 5757.919434
	Iteration 27Q: 3 clusters Score -1.39205e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -13920528.000000 Penalty: 5757.919434
	Iteration 28Q: 3 clusters Score -1.392053e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108538 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -13920526.000000 Penalty: 5757.919434
	Iteration 29Q: 3 clusters Score -1.392053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -13920507.000000 Penalty: 5757.919434
	Iteration 30Q: 3 clusters Score -1.392051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108570 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -13920514.000000 Penalty: 5757.919434
	Iteration 31Q: 3 clusters Score -1.392051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13920528.000000 Penalty: 5757.919434
	Iteration 32Q: 3 clusters Score -1.392053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108612 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -13920548.000000 Penalty: 5757.919434
	Iteration 33Q: 3 clusters Score -1.392055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -13920534.000000 Penalty: 5757.919434
	Iteration 34Q: 3 clusters Score -1.392053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108631 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -13920546.000000 Penalty: 5757.919434
	Iteration 35Q: 3 clusters Score -1.392055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108636 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -13920551.000000 Penalty: 5757.919434
	Iteration 36Q: 3 clusters Score -1.392055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13920539.000000 Penalty: 5757.919434
	Iteration 37Q: 3 clusters Score -1.392054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108648 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -13920536.000000 Penalty: 5757.919434
	Iteration 38Q: 3 clusters Score -1.392054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108651 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13920540.000000 Penalty: 5757.919434
	Iteration 39Q: 3 clusters Score -1.392054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13920541.000000 Penalty: 5757.919434
	Iteration 40F: 3 clusters Score -1.392054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108662 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -13920546.000000 Penalty: 5757.919434
	Iteration 41Q: 3 clusters Score -1.392055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13920557.000000 Penalty: 5757.919434
	Iteration 42Q: 3 clusters Score -1.392056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108663 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -13920564.000000 Penalty: 5757.919434
	Iteration 43Q: 3 clusters Score -1.392056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108668 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -13920570.000000 Penalty: 5757.919434
	Iteration 44Q: 3 clusters Score -1.392057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108670 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -13920564.000000 Penalty: 5757.919434
	Iteration 45Q: 3 clusters Score -1.392056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108674 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -13920570.000000 Penalty: 5757.919434
	Iteration 46Q: 3 clusters Score -1.392057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108680 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -13920578.000000 Penalty: 5757.919434
	Iteration 47Q: 3 clusters Score -1.392058e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -13920583.000000 Penalty: 5757.919434
	Iteration 48Q: 3 clusters Score -1.392058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108699 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -13920581.000000 Penalty: 5757.919434
	Iteration 49Q: 3 clusters Score -1.392058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108706 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -13920589.000000 Penalty: 5757.919434
	Iteration 50Q: 3 clusters Score -1.392059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108708 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -13920609.000000 Penalty: 5757.919434
	Iteration 51Q: 3 clusters Score -1.392061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108713 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -13920603.000000 Penalty: 5757.919434
	Iteration 52Q: 3 clusters Score -1.39206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -13920611.000000 Penalty: 5757.919434
	Iteration 53Q: 3 clusters Score -1.392061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108713 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -13920612.000000 Penalty: 5757.919434
	Iteration 54Q: 3 clusters Score -1.392061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108715 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -13920617.000000 Penalty: 5757.919434
	Iteration 55Q: 3 clusters Score -1.392062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108713 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -13920610.000000 Penalty: 5757.919434
	Iteration 56Q: 3 clusters Score -1.392061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108713 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -13920611.000000 Penalty: 5757.919434
	Iteration 57Q: 3 clusters Score -1.392061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108713 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -13920611.000000 Penalty: 5757.919434
	Iteration 58F: 3 clusters Score -1.392061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Entering Unmasked Estep 
Score: -939057.875000 Penalty: 2228.141846
	Iteration 0F: 2 clusters Score -939057.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -932676.625000 Penalty: 4456.283691
	Iteration 0F: 3 clusters Score -932676.6 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -934596.625000 Penalty: 4456.283691
	Iteration 1F: 3 clusters Score -934596.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -935065.500000 Penalty: 4456.283691
	Iteration 2F: 3 clusters Score -935065.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -935499.000000 Penalty: 4456.283691
	Iteration 3F: 3 clusters Score -935499 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -936187.875000 Penalty: 4456.283691
	Iteration 4F: 3 clusters Score -936187.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -937261.062500 Penalty: 4456.283691
	Iteration 5F: 3 clusters Score -937261.1 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -939198.375000 Penalty: 4456.283691
	Iteration 6F: 3 clusters Score -939198.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -940958.437500 Penalty: 4456.283691
	Iteration 7F: 3 clusters Score -940958.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -941668.250000 Penalty: 4456.283691
	Iteration 8F: 3 clusters Score -941668.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -941866.875000 Penalty: 4456.283691
	Iteration 9Q: 3 clusters Score -941866.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -941940.437500 Penalty: 4456.283691
	Iteration 10Q: 3 clusters Score -941940.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -942008.125000 Penalty: 4456.283691
	Iteration 11Q: 3 clusters Score -942008.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -942067.437500 Penalty: 4456.283691
	Iteration 12Q: 3 clusters Score -942067.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -942115.062500 Penalty: 4456.283691
	Iteration 13Q: 3 clusters Score -942115.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -942139.625000 Penalty: 4456.283691
	Iteration 14Q: 3 clusters Score -942139.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -942154.250000 Penalty: 4456.283691
	Iteration 15Q: 3 clusters Score -942154.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -942162.000000 Penalty: 4456.283691
	Iteration 16Q: 3 clusters Score -942162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -942168.000000 Penalty: 4456.283691
	Iteration 17Q: 3 clusters Score -942168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -942172.375000 Penalty: 4456.283691
	Iteration 18Q: 3 clusters Score -942172.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -942176.000000 Penalty: 4456.283691
	Iteration 19Q: 3 clusters Score -942176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -942180.562500 Penalty: 4456.283691
	Iteration 20F: 3 clusters Score -942180.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -942180.750000 Penalty: 4456.283691
	Iteration 21Q: 3 clusters Score -942180.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -942181.750000 Penalty: 4456.283691
	Iteration 22Q: 3 clusters Score -942181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -942183.687500 Penalty: 4456.283691
	Iteration 23Q: 3 clusters Score -942183.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -942183.750000 Penalty: 4456.283691
	Iteration 24Q: 3 clusters Score -942183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -942185.937500 Penalty: 4456.283691
	Iteration 25Q: 3 clusters Score -942185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -942186.625000 Penalty: 4456.283691
	Iteration 26Q: 3 clusters Score -942186.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -942186.125000 Penalty: 4456.283691
	Iteration 27Q: 3 clusters Score -942186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -942186.125000 Penalty: 4456.283691
	Iteration 28F: 3 clusters Score -942186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 152460 members 
Mstep: Class 4 contains 120011 members 
Mstep: Class 5 contains 30957 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 26514 members 
Mstep: Class 8 contains 52171 members 
Mstep: Class 9 contains 35443 members 
Mstep: Class 10 contains 23691 members 
Mstep: Class 11 contains 57339 members 
Mstep: Class 12 contains 54239 members 
Mstep: Class 13 contains 54337 members 
Mstep: Class 14 contains 183003 members 
Mstep: Class 15 contains 158801 members 
Mstep: Class 16 contains 79590 members 
Mstep: Class 17 contains 3324 members 
Mstep: Class 18 contains 39868 members 
Mstep: Class 19 contains 75804 members 
Entering Unmasked Estep 
Score: -157670448.000000 Penalty: 66208.554688
Splitting cluster 2 changes total score from -157668288.000000 to -157670448.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (152460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152460 members 
Entering Unmasked Estep 
Score: -19355550.000000 Penalty: 2959.794922
	Iteration 0F: 2 clusters Score -1.935555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 76320 members 
Entering Unmasked Estep 
Score: -19256376.000000 Penalty: 5919.589844
	Iteration 0F: 3 clusters Score -1.925638e+07 nChanged 72886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76464 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -19299026.000000 Penalty: 5919.589844
	Iteration 1F: 3 clusters Score -1.929903e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 75298 members 
Entering Unmasked Estep 
Score: -19300216.000000 Penalty: 5919.589844
	Iteration 2Q: 3 clusters Score -1.930022e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78375 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -19302500.000000 Penalty: 5919.589844
	Iteration 3Q: 3 clusters Score -1.93025e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -19306200.000000 Penalty: 5919.589844
	Iteration 4Q: 3 clusters Score -1.93062e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82799 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -19312100.000000 Penalty: 5919.589844
	Iteration 5F: 3 clusters Score -1.93121e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85693 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -19318928.000000 Penalty: 5919.589844
	Iteration 6F: 3 clusters Score -1.931893e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88497 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -19325622.000000 Penalty: 5919.589844
	Iteration 7F: 3 clusters Score -1.932562e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91117 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -19330072.000000 Penalty: 5919.589844
	Iteration 8F: 3 clusters Score -1.933007e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -19332556.000000 Penalty: 5919.589844
	Iteration 9Q: 3 clusters Score -1.933256e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -19333964.000000 Penalty: 5919.589844
	Iteration 10Q: 3 clusters Score -1.933396e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98724 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -19334930.000000 Penalty: 5919.589844
	Iteration 11Q: 3 clusters Score -1.933493e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101391 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -19335664.000000 Penalty: 5919.589844
	Iteration 12Q: 3 clusters Score -1.933566e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104378 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -19336422.000000 Penalty: 5919.589844
	Iteration 13Q: 3 clusters Score -1.933642e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107635 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -19337166.000000 Penalty: 5919.589844
	Iteration 14Q: 3 clusters Score -1.933717e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111113 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -19337968.000000 Penalty: 5919.589844
	Iteration 15Q: 3 clusters Score -1.933797e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114843 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -19339008.000000 Penalty: 5919.589844
	Iteration 16Q: 3 clusters Score -1.933901e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118890 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -19340252.000000 Penalty: 5919.589844
	Iteration 17Q: 3 clusters Score -1.934025e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123189 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -19341614.000000 Penalty: 5919.589844
	Iteration 18Q: 3 clusters Score -1.934161e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127504 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -19343024.000000 Penalty: 5919.589844
	Iteration 19Q: 3 clusters Score -1.934302e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131627 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -19344658.000000 Penalty: 5919.589844
	Iteration 20F: 3 clusters Score -1.934466e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135497 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -19346280.000000 Penalty: 5919.589844
	Iteration 21Q: 3 clusters Score -1.934628e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138932 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -19347776.000000 Penalty: 5919.589844
	Iteration 22Q: 3 clusters Score -1.934778e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141986 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -19349230.000000 Penalty: 5919.589844
	Iteration 23Q: 3 clusters Score -1.934923e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144567 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -19350412.000000 Penalty: 5919.589844
	Iteration 24Q: 3 clusters Score -1.935041e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146563 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -19351140.000000 Penalty: 5919.589844
	Iteration 25Q: 3 clusters Score -1.935114e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148056 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -19351738.000000 Penalty: 5919.589844
	Iteration 26Q: 3 clusters Score -1.935174e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149143 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -19352262.000000 Penalty: 5919.589844
	Iteration 27Q: 3 clusters Score -1.935226e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149880 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -19352582.000000 Penalty: 5919.589844
	Iteration 28Q: 3 clusters Score -1.935258e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150383 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -19352820.000000 Penalty: 5919.589844
	Iteration 29Q: 3 clusters Score -1.935282e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150741 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -19353086.000000 Penalty: 5919.589844
	Iteration 30Q: 3 clusters Score -1.935309e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150941 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -19353138.000000 Penalty: 5919.589844
	Iteration 31Q: 3 clusters Score -1.935314e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151097 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -19353268.000000 Penalty: 5919.589844
	Iteration 32Q: 3 clusters Score -1.935327e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151194 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -19353306.000000 Penalty: 5919.589844
	Iteration 33Q: 3 clusters Score -1.935331e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151252 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -19353366.000000 Penalty: 5919.589844
	Iteration 34Q: 3 clusters Score -1.935337e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151310 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -19353448.000000 Penalty: 5919.589844
	Iteration 35Q: 3 clusters Score -1.935345e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151344 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19353452.000000 Penalty: 5919.589844
	Iteration 36Q: 3 clusters Score -1.935345e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151367 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -19353500.000000 Penalty: 5919.589844
	Iteration 37Q: 3 clusters Score -1.93535e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151392 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -19353492.000000 Penalty: 5919.589844
	Iteration 38Q: 3 clusters Score -1.935349e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151408 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -19353518.000000 Penalty: 5919.589844
	Iteration 39Q: 3 clusters Score -1.935352e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151425 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -19353556.000000 Penalty: 5919.589844
	Iteration 40F: 3 clusters Score -1.935356e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151445 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -19353576.000000 Penalty: 5919.589844
	Iteration 41Q: 3 clusters Score -1.935358e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151461 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19353626.000000 Penalty: 5919.589844
	Iteration 42Q: 3 clusters Score -1.935363e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151459 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -19353658.000000 Penalty: 5919.589844
	Iteration 43Q: 3 clusters Score -1.935366e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151464 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -19353664.000000 Penalty: 5919.589844
	Iteration 44Q: 3 clusters Score -1.935366e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151468 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -19353686.000000 Penalty: 5919.589844
	Iteration 45Q: 3 clusters Score -1.935369e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151476 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -19353684.000000 Penalty: 5919.589844
	Iteration 46Q: 3 clusters Score -1.935368e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151485 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -19353696.000000 Penalty: 5919.589844
	Iteration 47Q: 3 clusters Score -1.93537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -19353688.000000 Penalty: 5919.589844
	Iteration 48Q: 3 clusters Score -1.935369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151484 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -19353708.000000 Penalty: 5919.589844
	Iteration 49Q: 3 clusters Score -1.935371e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151485 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -19353752.000000 Penalty: 5919.589844
	Iteration 50Q: 3 clusters Score -1.935375e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151486 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -19353740.000000 Penalty: 5919.589844
	Iteration 51Q: 3 clusters Score -1.935374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -19353740.000000 Penalty: 5919.589844
	Iteration 52Q: 3 clusters Score -1.935374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151487 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -19353738.000000 Penalty: 5919.589844
	Iteration 53Q: 3 clusters Score -1.935374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151486 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -19353746.000000 Penalty: 5919.589844
	Iteration 54Q: 3 clusters Score -1.935375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151485 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -19353760.000000 Penalty: 5919.589844
	Iteration 55Q: 3 clusters Score -1.935376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151481 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -19353762.000000 Penalty: 5919.589844
	Iteration 56Q: 3 clusters Score -1.935376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151480 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19353750.000000 Penalty: 5919.589844
	Iteration 57Q: 3 clusters Score -1.935375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151482 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -19353736.000000 Penalty: 5919.589844
	Iteration 58Q: 3 clusters Score -1.935374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151484 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -19353736.000000 Penalty: 5919.589844
	Iteration 59Q: 3 clusters Score -1.935374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151489 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -19353754.000000 Penalty: 5919.589844
	Iteration 60F: 3 clusters Score -1.935375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -19353770.000000 Penalty: 5919.589844
	Iteration 61Q: 3 clusters Score -1.935377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151491 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19353756.000000 Penalty: 5919.589844
	Iteration 62Q: 3 clusters Score -1.935376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -19353768.000000 Penalty: 5919.589844
	Iteration 63Q: 3 clusters Score -1.935377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -19353768.000000 Penalty: 5919.589844
	Iteration 64Q: 3 clusters Score -1.935377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151487 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -19353774.000000 Penalty: 5919.589844
	Iteration 65Q: 3 clusters Score -1.935377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151486 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -19353770.000000 Penalty: 5919.589844
	Iteration 66Q: 3 clusters Score -1.935377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151484 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -19353768.000000 Penalty: 5919.589844
	Iteration 67Q: 3 clusters Score -1.935377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151483 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -19353782.000000 Penalty: 5919.589844
	Iteration 68Q: 3 clusters Score -1.935378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151477 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -19353778.000000 Penalty: 5919.589844
	Iteration 69Q: 3 clusters Score -1.935378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151475 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -19353782.000000 Penalty: 5919.589844
	Iteration 70Q: 3 clusters Score -1.935378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151475 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -19353792.000000 Penalty: 5919.589844
	Iteration 71Q: 3 clusters Score -1.935379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151477 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -19353786.000000 Penalty: 5919.589844
	Iteration 72Q: 3 clusters Score -1.935379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151475 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -19353792.000000 Penalty: 5919.589844
	Iteration 73Q: 3 clusters Score -1.935379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151474 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -19353788.000000 Penalty: 5919.589844
	Iteration 74Q: 3 clusters Score -1.935379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151469 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -19353792.000000 Penalty: 5919.589844
	Iteration 75Q: 3 clusters Score -1.935379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151468 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -19353796.000000 Penalty: 5919.589844
	Iteration 76Q: 3 clusters Score -1.93538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151468 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -19353796.000000 Penalty: 5919.589844
	Iteration 77F: 3 clusters Score -1.93538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (120011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120011 members 
Entering Unmasked Estep 
Score: -14981985.000000 Penalty: 2900.443848
	Iteration 0F: 2 clusters Score -1.498198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -14901724.000000 Penalty: 5800.887695
	Iteration 0F: 3 clusters Score -1.490172e+07 nChanged 57089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -14936016.000000 Penalty: 5800.887695
	Iteration 1F: 3 clusters Score -1.493602e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -14938840.000000 Penalty: 5800.887695
	Iteration 2Q: 3 clusters Score -1.493884e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -14942176.000000 Penalty: 5800.887695
	Iteration 3F: 3 clusters Score -1.494218e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -14946896.000000 Penalty: 5800.887695
	Iteration 4F: 3 clusters Score -1.49469e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -14952918.000000 Penalty: 5800.887695
	Iteration 5F: 3 clusters Score -1.495292e+07 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -14959207.000000 Penalty: 5800.887695
	Iteration 6F: 3 clusters Score -1.495921e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -14964010.000000 Penalty: 5800.887695
	Iteration 7F: 3 clusters Score -1.496401e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85216 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -14967075.000000 Penalty: 5800.887695
	Iteration 8F: 3 clusters Score -1.496708e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88831 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -14968952.000000 Penalty: 5800.887695
	Iteration 9Q: 3 clusters Score -1.496895e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -14970410.000000 Penalty: 5800.887695
	Iteration 10Q: 3 clusters Score -1.497041e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94699 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -14971494.000000 Penalty: 5800.887695
	Iteration 11Q: 3 clusters Score -1.497149e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97343 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -14972326.000000 Penalty: 5800.887695
	Iteration 12Q: 3 clusters Score -1.497233e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -14973191.000000 Penalty: 5800.887695
	Iteration 13Q: 3 clusters Score -1.497319e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102120 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -14974021.000000 Penalty: 5800.887695
	Iteration 14Q: 3 clusters Score -1.497402e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104261 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -14974804.000000 Penalty: 5800.887695
	Iteration 15Q: 3 clusters Score -1.49748e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106229 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -14975629.000000 Penalty: 5800.887695
	Iteration 16Q: 3 clusters Score -1.497563e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -14976428.000000 Penalty: 5800.887695
	Iteration 17Q: 3 clusters Score -1.497643e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -14977100.000000 Penalty: 5800.887695
	Iteration 18Q: 3 clusters Score -1.49771e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111064 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -14977734.000000 Penalty: 5800.887695
	Iteration 19Q: 3 clusters Score -1.497773e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112276 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -14978509.000000 Penalty: 5800.887695
	Iteration 20F: 3 clusters Score -1.497851e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113333 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -14979214.000000 Penalty: 5800.887695
	Iteration 21Q: 3 clusters Score -1.497921e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114169 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -14979914.000000 Penalty: 5800.887695
	Iteration 22Q: 3 clusters Score -1.497991e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114766 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -14980525.000000 Penalty: 5800.887695
	Iteration 23Q: 3 clusters Score -1.498052e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115204 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -14980976.000000 Penalty: 5800.887695
	Iteration 24Q: 3 clusters Score -1.498098e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115509 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -14981365.000000 Penalty: 5800.887695
	Iteration 25Q: 3 clusters Score -1.498136e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115737 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -14981719.000000 Penalty: 5800.887695
	Iteration 26Q: 3 clusters Score -1.498172e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115903 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -14982001.000000 Penalty: 5800.887695
	Iteration 27Q: 3 clusters Score -1.4982e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116016 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -14982148.000000 Penalty: 5800.887695
	Iteration 28Q: 3 clusters Score -1.498215e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116073 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -14982240.000000 Penalty: 5800.887695
	Iteration 29Q: 3 clusters Score -1.498224e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116117 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -14982281.000000 Penalty: 5800.887695
	Iteration 30Q: 3 clusters Score -1.498228e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116154 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -14982308.000000 Penalty: 5800.887695
	Iteration 31Q: 3 clusters Score -1.498231e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116195 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -14982348.000000 Penalty: 5800.887695
	Iteration 32Q: 3 clusters Score -1.498235e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116247 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -14982395.000000 Penalty: 5800.887695
	Iteration 33Q: 3 clusters Score -1.49824e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116309 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -14982455.000000 Penalty: 5800.887695
	Iteration 34Q: 3 clusters Score -1.498246e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116377 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -14982599.000000 Penalty: 5800.887695
	Iteration 35Q: 3 clusters Score -1.49826e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -14982687.000000 Penalty: 5800.887695
	Iteration 36Q: 3 clusters Score -1.498269e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116478 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -14982771.000000 Penalty: 5800.887695
	Iteration 37Q: 3 clusters Score -1.498277e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116494 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -14982802.000000 Penalty: 5800.887695
	Iteration 38Q: 3 clusters Score -1.49828e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116502 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -14982826.000000 Penalty: 5800.887695
	Iteration 39Q: 3 clusters Score -1.498283e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116505 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -14982826.000000 Penalty: 5800.887695
	Iteration 40F: 3 clusters Score -1.498283e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116511 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -14982828.000000 Penalty: 5800.887695
	Iteration 41Q: 3 clusters Score -1.498283e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116504 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -14982858.000000 Penalty: 5800.887695
	Iteration 42Q: 3 clusters Score -1.498286e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116507 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -14982886.000000 Penalty: 5800.887695
	Iteration 43Q: 3 clusters Score -1.498289e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116501 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -14982891.000000 Penalty: 5800.887695
	Iteration 44Q: 3 clusters Score -1.498289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116495 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -14982880.000000 Penalty: 5800.887695
	Iteration 45Q: 3 clusters Score -1.498288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116494 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -14982884.000000 Penalty: 5800.887695
	Iteration 46Q: 3 clusters Score -1.498288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -14982896.000000 Penalty: 5800.887695
	Iteration 47Q: 3 clusters Score -1.49829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116492 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -14982887.000000 Penalty: 5800.887695
	Iteration 48Q: 3 clusters Score -1.498289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116490 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -14982888.000000 Penalty: 5800.887695
	Iteration 49Q: 3 clusters Score -1.498289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116490 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -14982883.000000 Penalty: 5800.887695
	Iteration 50Q: 3 clusters Score -1.498288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116486 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -14982879.000000 Penalty: 5800.887695
	Iteration 51Q: 3 clusters Score -1.498288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116487 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -14982872.000000 Penalty: 5800.887695
	Iteration 52Q: 3 clusters Score -1.498287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116488 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -14982869.000000 Penalty: 5800.887695
	Iteration 53Q: 3 clusters Score -1.498287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116488 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -14982869.000000 Penalty: 5800.887695
	Iteration 54F: 3 clusters Score -1.498287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 152460 members 
Mstep: Class 4 contains 116488 members 
Mstep: Class 5 contains 30957 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 26514 members 
Mstep: Class 8 contains 52171 members 
Mstep: Class 9 contains 35443 members 
Mstep: Class 10 contains 23691 members 
Mstep: Class 11 contains 57339 members 
Mstep: Class 12 contains 54239 members 
Mstep: Class 13 contains 54337 members 
Mstep: Class 14 contains 183003 members 
Mstep: Class 15 contains 158801 members 
Mstep: Class 16 contains 79590 members 
Mstep: Class 17 contains 3324 members 
Mstep: Class 18 contains 39868 members 
Mstep: Class 19 contains 75804 members 
Mstep: Class 20 contains 3523 members 
Entering Unmasked Estep 
Score: -157670592.000000 Penalty: 69693.210938
Splitting cluster 4 changes total score from -157668288.000000 to -157670592.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (30957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Entering Unmasked Estep 
Score: -3890182.000000 Penalty: 2564.407715
	Iteration 0F: 2 clusters Score -3890182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3869069.750000 Penalty: 5128.815430
	Iteration 0F: 3 clusters Score -3869070 nChanged 13880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3876661.250000 Penalty: 5128.815430
	Iteration 1F: 3 clusters Score -3876661 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3877337.000000 Penalty: 5128.815430
	Iteration 2F: 3 clusters Score -3877337 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3878254.000000 Penalty: 5128.815430
	Iteration 3F: 3 clusters Score -3878254 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3879603.500000 Penalty: 5128.815430
	Iteration 4F: 3 clusters Score -3879604 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -3881201.500000 Penalty: 5128.815430
	Iteration 5F: 3 clusters Score -3881202 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3882978.500000 Penalty: 5128.815430
	Iteration 6F: 3 clusters Score -3882978 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3884525.750000 Penalty: 5128.815430
	Iteration 7F: 3 clusters Score -3884526 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3885730.250000 Penalty: 5128.815430
	Iteration 8Q: 3 clusters Score -3885730 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3886619.750000 Penalty: 5128.815430
	Iteration 9Q: 3 clusters Score -3886620 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -3887263.500000 Penalty: 5128.815430
	Iteration 10Q: 3 clusters Score -3887264 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3887643.250000 Penalty: 5128.815430
	Iteration 11Q: 3 clusters Score -3887643 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -3887905.250000 Penalty: 5128.815430
	Iteration 12Q: 3 clusters Score -3887905 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3888083.250000 Penalty: 5128.815430
	Iteration 13Q: 3 clusters Score -3888083 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -3888231.250000 Penalty: 5128.815430
	Iteration 14Q: 3 clusters Score -3888231 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3888309.250000 Penalty: 5128.815430
	Iteration 15Q: 3 clusters Score -3888309 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -3888394.000000 Penalty: 5128.815430
	Iteration 16Q: 3 clusters Score -3888394 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -3888430.750000 Penalty: 5128.815430
	Iteration 17Q: 3 clusters Score -3888431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -3888474.500000 Penalty: 5128.815430
	Iteration 18Q: 3 clusters Score -3888474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3888494.500000 Penalty: 5128.815430
	Iteration 19Q: 3 clusters Score -3888494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -3888514.500000 Penalty: 5128.815430
	Iteration 20F: 3 clusters Score -3888514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3888534.250000 Penalty: 5128.815430
	Iteration 21Q: 3 clusters Score -3888534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -3888548.500000 Penalty: 5128.815430
	Iteration 22Q: 3 clusters Score -3888548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -3888568.000000 Penalty: 5128.815430
	Iteration 23Q: 3 clusters Score -3888568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -3888578.750000 Penalty: 5128.815430
	Iteration 24Q: 3 clusters Score -3888579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3888588.750000 Penalty: 5128.815430
	Iteration 25Q: 3 clusters Score -3888589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -3888598.500000 Penalty: 5128.815430
	Iteration 26Q: 3 clusters Score -3888598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -3888607.500000 Penalty: 5128.815430
	Iteration 27Q: 3 clusters Score -3888608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -3888614.000000 Penalty: 5128.815430
	Iteration 28Q: 3 clusters Score -3888614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3888615.500000 Penalty: 5128.815430
	Iteration 29Q: 3 clusters Score -3888616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3888611.750000 Penalty: 5128.815430
	Iteration 30Q: 3 clusters Score -3888612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3888612.500000 Penalty: 5128.815430
	Iteration 31Q: 3 clusters Score -3888612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3888616.500000 Penalty: 5128.815430
	Iteration 32Q: 3 clusters Score -3888616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3888617.000000 Penalty: 5128.815430
	Iteration 33Q: 3 clusters Score -3888617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3888619.500000 Penalty: 5128.815430
	Iteration 34Q: 3 clusters Score -3888620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3888621.000000 Penalty: 5128.815430
	Iteration 35Q: 3 clusters Score -3888621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3888618.000000 Penalty: 5128.815430
	Iteration 36Q: 3 clusters Score -3888618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3888623.250000 Penalty: 5128.815430
	Iteration 37Q: 3 clusters Score -3888623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3888621.250000 Penalty: 5128.815430
	Iteration 38Q: 3 clusters Score -3888621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3888621.250000 Penalty: 5128.815430
	Iteration 39F: 3 clusters Score -3888621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Entering Unmasked Estep 
Score: -3271192.000000 Penalty: 2525.986328
	Iteration 0F: 2 clusters Score -3271192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3252994.000000 Penalty: 5051.972656
	Iteration 0F: 3 clusters Score -3252994 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3259554.500000 Penalty: 5051.972656
	Iteration 1F: 3 clusters Score -3259554 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3260448.500000 Penalty: 5051.972656
	Iteration 2F: 3 clusters Score -3260448 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3261805.000000 Penalty: 5051.972656
	Iteration 3F: 3 clusters Score -3261805 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3263752.500000 Penalty: 5051.972656
	Iteration 4F: 3 clusters Score -3263752 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3265818.000000 Penalty: 5051.972656
	Iteration 5F: 3 clusters Score -3265818 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3267389.500000 Penalty: 5051.972656
	Iteration 6F: 3 clusters Score -3267390 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3268465.000000 Penalty: 5051.972656
	Iteration 7F: 3 clusters Score -3268465 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3269185.000000 Penalty: 5051.972656
	Iteration 8Q: 3 clusters Score -3269185 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -3269620.250000 Penalty: 5051.972656
	Iteration 9Q: 3 clusters Score -3269620 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3269912.500000 Penalty: 5051.972656
	Iteration 10Q: 3 clusters Score -3269912 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3270111.000000 Penalty: 5051.972656
	Iteration 11Q: 3 clusters Score -3270111 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3270253.000000 Penalty: 5051.972656
	Iteration 12Q: 3 clusters Score -3270253 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3270359.250000 Penalty: 5051.972656
	Iteration 13Q: 3 clusters Score -3270359 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3270423.250000 Penalty: 5051.972656
	Iteration 14Q: 3 clusters Score -3270423 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3270494.000000 Penalty: 5051.972656
	Iteration 15Q: 3 clusters Score -3270494 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -3270573.500000 Penalty: 5051.972656
	Iteration 16Q: 3 clusters Score -3270574 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3270636.250000 Penalty: 5051.972656
	Iteration 17Q: 3 clusters Score -3270636 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3270679.250000 Penalty: 5051.972656
	Iteration 18Q: 3 clusters Score -3270679 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -3270703.500000 Penalty: 5051.972656
	Iteration 19Q: 3 clusters Score -3270704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -3270736.250000 Penalty: 5051.972656
	Iteration 20F: 3 clusters Score -3270736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -3270743.500000 Penalty: 5051.972656
	Iteration 21Q: 3 clusters Score -3270744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3270761.500000 Penalty: 5051.972656
	Iteration 22Q: 3 clusters Score -3270762 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3270778.750000 Penalty: 5051.972656
	Iteration 23Q: 3 clusters Score -3270779 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3270801.500000 Penalty: 5051.972656
	Iteration 24Q: 3 clusters Score -3270802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3270826.750000 Penalty: 5051.972656
	Iteration 25Q: 3 clusters Score -3270827 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3270855.500000 Penalty: 5051.972656
	Iteration 26Q: 3 clusters Score -3270856 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3270899.250000 Penalty: 5051.972656
	Iteration 27Q: 3 clusters Score -3270899 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3270959.250000 Penalty: 5051.972656
	Iteration 28Q: 3 clusters Score -3270959 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3271055.000000 Penalty: 5051.972656
	Iteration 29Q: 3 clusters Score -3271055 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3271226.250000 Penalty: 5051.972656
	Iteration 30Q: 3 clusters Score -3271226 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3271484.000000 Penalty: 5051.972656
	Iteration 31Q: 3 clusters Score -3271484 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3271703.000000 Penalty: 5051.972656
	Iteration 32Q: 3 clusters Score -3271703 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3271819.500000 Penalty: 5051.972656
	Iteration 33Q: 3 clusters Score -3271820 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -3271860.500000 Penalty: 5051.972656
	Iteration 34Q: 3 clusters Score -3271860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -3271864.250000 Penalty: 5051.972656
	Iteration 35Q: 3 clusters Score -3271864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3271874.750000 Penalty: 5051.972656
	Iteration 36Q: 3 clusters Score -3271875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3271871.250000 Penalty: 5051.972656
	Iteration 37Q: 3 clusters Score -3271871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -3271890.000000 Penalty: 5051.972656
	Iteration 38Q: 3 clusters Score -3271890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -3271898.750000 Penalty: 5051.972656
	Iteration 39Q: 3 clusters Score -3271899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -3271893.250000 Penalty: 5051.972656
	Iteration 40F: 3 clusters Score -3271893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3271888.250000 Penalty: 5051.972656
	Iteration 41Q: 3 clusters Score -3271888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3271887.000000 Penalty: 5051.972656
	Iteration 42Q: 3 clusters Score -3271887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3271885.750000 Penalty: 5051.972656
	Iteration 43Q: 3 clusters Score -3271886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3271888.750000 Penalty: 5051.972656
	Iteration 44Q: 3 clusters Score -3271889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3271887.500000 Penalty: 5051.972656
	Iteration 45Q: 3 clusters Score -3271888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3271887.500000 Penalty: 5051.972656
	Iteration 46F: 3 clusters Score -3271888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 152460 members 
Mstep: Class 4 contains 116488 members 
Mstep: Class 5 contains 30957 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 4842 members 
Mstep: Class 8 contains 52171 members 
Mstep: Class 9 contains 35443 members 
Mstep: Class 10 contains 23691 members 
Mstep: Class 11 contains 57339 members 
Mstep: Class 12 contains 54239 members 
Mstep: Class 13 contains 54337 members 
Mstep: Class 14 contains 183003 members 
Mstep: Class 15 contains 158801 members 
Mstep: Class 16 contains 79590 members 
Mstep: Class 17 contains 3324 members 
Mstep: Class 18 contains 39868 members 
Mstep: Class 19 contains 75804 members 
Mstep: Class 20 contains 3523 members 
Mstep: Class 21 contains 21672 members 
Entering Unmasked Estep 
Score: -157670432.000000 Penalty: 73177.875000
Splitting cluster 7 changes total score from -157668288.000000 to -157670432.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (52171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Entering Unmasked Estep 
Score: -6574693.000000 Penalty: 2693.845947
	Iteration 0F: 2 clusters Score -6574693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -6539468.000000 Penalty: 5387.691895
	Iteration 0F: 3 clusters Score -6539468 nChanged 24301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -6553012.000000 Penalty: 5387.691895
	Iteration 1F: 3 clusters Score -6553012 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -6553733.000000 Penalty: 5387.691895
	Iteration 2Q: 3 clusters Score -6553733 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -6554726.000000 Penalty: 5387.691895
	Iteration 3Q: 3 clusters Score -6554726 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -6556175.000000 Penalty: 5387.691895
	Iteration 4F: 3 clusters Score -6556175 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -6558262.000000 Penalty: 5387.691895
	Iteration 5F: 3 clusters Score -6558262 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -6560841.000000 Penalty: 5387.691895
	Iteration 6F: 3 clusters Score -6560841 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -6563416.500000 Penalty: 5387.691895
	Iteration 7F: 3 clusters Score -6563416 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -6565978.500000 Penalty: 5387.691895
	Iteration 8F: 3 clusters Score -6565978 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -6568271.000000 Penalty: 5387.691895
	Iteration 9F: 3 clusters Score -6568271 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -6569958.000000 Penalty: 5387.691895
	Iteration 10Q: 3 clusters Score -6569958 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -6571056.000000 Penalty: 5387.691895
	Iteration 11Q: 3 clusters Score -6571056 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -6571650.000000 Penalty: 5387.691895
	Iteration 12Q: 3 clusters Score -6571650 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -6572014.500000 Penalty: 5387.691895
	Iteration 13Q: 3 clusters Score -6572014 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -6572204.000000 Penalty: 5387.691895
	Iteration 14Q: 3 clusters Score -6572204 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -6572308.500000 Penalty: 5387.691895
	Iteration 15Q: 3 clusters Score -6572308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -6572376.000000 Penalty: 5387.691895
	Iteration 16Q: 3 clusters Score -6572376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -6572444.000000 Penalty: 5387.691895
	Iteration 17Q: 3 clusters Score -6572444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -6572471.000000 Penalty: 5387.691895
	Iteration 18Q: 3 clusters Score -6572471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -6572483.500000 Penalty: 5387.691895
	Iteration 19Q: 3 clusters Score -6572484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -6572507.500000 Penalty: 5387.691895
	Iteration 20F: 3 clusters Score -6572508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -6572528.500000 Penalty: 5387.691895
	Iteration 21Q: 3 clusters Score -6572528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -6572525.000000 Penalty: 5387.691895
	Iteration 22Q: 3 clusters Score -6572525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -6572541.500000 Penalty: 5387.691895
	Iteration 23Q: 3 clusters Score -6572542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -6572549.500000 Penalty: 5387.691895
	Iteration 24Q: 3 clusters Score -6572550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -6572556.000000 Penalty: 5387.691895
	Iteration 25Q: 3 clusters Score -6572556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -6572562.000000 Penalty: 5387.691895
	Iteration 26Q: 3 clusters Score -6572562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -6572561.500000 Penalty: 5387.691895
	Iteration 27Q: 3 clusters Score -6572562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -6572563.500000 Penalty: 5387.691895
	Iteration 28Q: 3 clusters Score -6572564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -6572565.000000 Penalty: 5387.691895
	Iteration 29Q: 3 clusters Score -6572565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -6572564.000000 Penalty: 5387.691895
	Iteration 30Q: 3 clusters Score -6572564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -6572567.000000 Penalty: 5387.691895
	Iteration 31Q: 3 clusters Score -6572567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -6572570.500000 Penalty: 5387.691895
	Iteration 32Q: 3 clusters Score -6572570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -6572561.000000 Penalty: 5387.691895
	Iteration 33Q: 3 clusters Score -6572561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -6572566.000000 Penalty: 5387.691895
	Iteration 34Q: 3 clusters Score -6572566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -6572566.000000 Penalty: 5387.691895
	Iteration 35F: 3 clusters Score -6572566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Entering Unmasked Estep 
Score: -4580319.500000 Penalty: 2597.968994
	Iteration 0F: 2 clusters Score -4580320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -4556180.500000 Penalty: 5195.937988
	Iteration 0F: 3 clusters Score -4556180 nChanged 16125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4565331.500000 Penalty: 5195.937988
	Iteration 1F: 3 clusters Score -4565332 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -4566073.500000 Penalty: 5195.937988
	Iteration 2F: 3 clusters Score -4566074 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -4566927.000000 Penalty: 5195.937988
	Iteration 3F: 3 clusters Score -4566927 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -4568005.500000 Penalty: 5195.937988
	Iteration 4F: 3 clusters Score -4568006 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -4569539.000000 Penalty: 5195.937988
	Iteration 5F: 3 clusters Score -4569539 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4571504.000000 Penalty: 5195.937988
	Iteration 6F: 3 clusters Score -4571504 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -4573577.000000 Penalty: 5195.937988
	Iteration 7F: 3 clusters Score -4573577 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -4575449.000000 Penalty: 5195.937988
	Iteration 8F: 3 clusters Score -4575449 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -4576830.500000 Penalty: 5195.937988
	Iteration 9Q: 3 clusters Score -4576830 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4577658.000000 Penalty: 5195.937988
	Iteration 10Q: 3 clusters Score -4577658 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4578044.500000 Penalty: 5195.937988
	Iteration 11Q: 3 clusters Score -4578044 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4578222.000000 Penalty: 5195.937988
	Iteration 12Q: 3 clusters Score -4578222 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4578307.000000 Penalty: 5195.937988
	Iteration 13Q: 3 clusters Score -4578307 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4578360.000000 Penalty: 5195.937988
	Iteration 14Q: 3 clusters Score -4578360 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4578396.000000 Penalty: 5195.937988
	Iteration 15Q: 3 clusters Score -4578396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4578422.000000 Penalty: 5195.937988
	Iteration 16Q: 3 clusters Score -4578422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4578434.000000 Penalty: 5195.937988
	Iteration 17Q: 3 clusters Score -4578434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4578430.000000 Penalty: 5195.937988
	Iteration 18Q: 3 clusters Score -4578430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4578442.500000 Penalty: 5195.937988
	Iteration 19Q: 3 clusters Score -4578442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4578455.000000 Penalty: 5195.937988
	Iteration 20F: 3 clusters Score -4578455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4578457.000000 Penalty: 5195.937988
	Iteration 21Q: 3 clusters Score -4578457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4578451.000000 Penalty: 5195.937988
	Iteration 22Q: 3 clusters Score -4578451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4578459.000000 Penalty: 5195.937988
	Iteration 23Q: 3 clusters Score -4578459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4578457.000000 Penalty: 5195.937988
	Iteration 24Q: 3 clusters Score -4578457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4578466.000000 Penalty: 5195.937988
	Iteration 25Q: 3 clusters Score -4578466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4578465.000000 Penalty: 5195.937988
	Iteration 26Q: 3 clusters Score -4578465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4578474.000000 Penalty: 5195.937988
	Iteration 27Q: 3 clusters Score -4578474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4578470.500000 Penalty: 5195.937988
	Iteration 28Q: 3 clusters Score -4578470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4578483.500000 Penalty: 5195.937988
	Iteration 29Q: 3 clusters Score -4578484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4578481.500000 Penalty: 5195.937988
	Iteration 30Q: 3 clusters Score -4578482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4578483.000000 Penalty: 5195.937988
	Iteration 31Q: 3 clusters Score -4578483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4578488.500000 Penalty: 5195.937988
	Iteration 32Q: 3 clusters Score -4578488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4578488.500000 Penalty: 5195.937988
	Iteration 33Q: 3 clusters Score -4578488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4578491.500000 Penalty: 5195.937988
	Iteration 34Q: 3 clusters Score -4578492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4578495.000000 Penalty: 5195.937988
	Iteration 35Q: 3 clusters Score -4578495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4578495.500000 Penalty: 5195.937988
	Iteration 36Q: 3 clusters Score -4578496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4578493.000000 Penalty: 5195.937988
	Iteration 37Q: 3 clusters Score -4578493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4578493.000000 Penalty: 5195.937988
	Iteration 38Q: 3 clusters Score -4578493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4578500.500000 Penalty: 5195.937988
	Iteration 39Q: 3 clusters Score -4578500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4578508.500000 Penalty: 5195.937988
	Iteration 40F: 3 clusters Score -4578508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4578514.000000 Penalty: 5195.937988
	Iteration 41Q: 3 clusters Score -4578514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4578514.000000 Penalty: 5195.937988
	Iteration 42Q: 3 clusters Score -4578514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4578517.000000 Penalty: 5195.937988
	Iteration 43Q: 3 clusters Score -4578517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4578520.000000 Penalty: 5195.937988
	Iteration 44Q: 3 clusters Score -4578520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4578523.000000 Penalty: 5195.937988
	Iteration 45Q: 3 clusters Score -4578523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4578529.500000 Penalty: 5195.937988
	Iteration 46Q: 3 clusters Score -4578530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4578536.000000 Penalty: 5195.937988
	Iteration 47Q: 3 clusters Score -4578536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4578536.000000 Penalty: 5195.937988
	Iteration 48Q: 3 clusters Score -4578536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4578539.000000 Penalty: 5195.937988
	Iteration 49Q: 3 clusters Score -4578539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4578537.000000 Penalty: 5195.937988
	Iteration 50Q: 3 clusters Score -4578537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4578537.500000 Penalty: 5195.937988
	Iteration 51Q: 3 clusters Score -4578538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4578546.000000 Penalty: 5195.937988
	Iteration 52Q: 3 clusters Score -4578546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4578542.000000 Penalty: 5195.937988
	Iteration 53Q: 3 clusters Score -4578542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4578543.500000 Penalty: 5195.937988
	Iteration 54Q: 3 clusters Score -4578544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4578549.500000 Penalty: 5195.937988
	Iteration 55Q: 3 clusters Score -4578550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4578554.000000 Penalty: 5195.937988
	Iteration 56Q: 3 clusters Score -4578554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4578545.500000 Penalty: 5195.937988
	Iteration 57Q: 3 clusters Score -4578546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4578547.000000 Penalty: 5195.937988
	Iteration 58Q: 3 clusters Score -4578547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4578551.000000 Penalty: 5195.937988
	Iteration 59Q: 3 clusters Score -4578551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4578551.000000 Penalty: 5195.937988
	Iteration 60F: 3 clusters Score -4578551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4578546.000000 Penalty: 5195.937988
	Iteration 61Q: 3 clusters Score -4578546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4578551.500000 Penalty: 5195.937988
	Iteration 62Q: 3 clusters Score -4578552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4578549.500000 Penalty: 5195.937988
	Iteration 63Q: 3 clusters Score -4578550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4578551.500000 Penalty: 5195.937988
	Iteration 64Q: 3 clusters Score -4578552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4578551.000000 Penalty: 5195.937988
	Iteration 65Q: 3 clusters Score -4578551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4578551.000000 Penalty: 5195.937988
	Iteration 66F: 3 clusters Score -4578551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Entering Unmasked Estep 
Score: -2935247.750000 Penalty: 2498.066895
	Iteration 0F: 2 clusters Score -2935248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2918805.000000 Penalty: 4996.133789
	Iteration 0F: 3 clusters Score -2918805 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2925123.250000 Penalty: 4996.133789
	Iteration 1F: 3 clusters Score -2925123 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2926397.250000 Penalty: 4996.133789
	Iteration 2F: 3 clusters Score -2926397 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2928198.750000 Penalty: 4996.133789
	Iteration 3F: 3 clusters Score -2928199 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2930294.000000 Penalty: 4996.133789
	Iteration 4F: 3 clusters Score -2930294 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2931937.250000 Penalty: 4996.133789
	Iteration 5F: 3 clusters Score -2931937 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2932730.750000 Penalty: 4996.133789
	Iteration 6F: 3 clusters Score -2932731 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2933101.000000 Penalty: 4996.133789
	Iteration 7Q: 3 clusters Score -2933101 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2933249.500000 Penalty: 4996.133789
	Iteration 8Q: 3 clusters Score -2933250 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2933345.250000 Penalty: 4996.133789
	Iteration 9Q: 3 clusters Score -2933345 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2933390.750000 Penalty: 4996.133789
	Iteration 10Q: 3 clusters Score -2933391 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2933422.750000 Penalty: 4996.133789
	Iteration 11Q: 3 clusters Score -2933423 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2933431.500000 Penalty: 4996.133789
	Iteration 12Q: 3 clusters Score -2933432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2933435.250000 Penalty: 4996.133789
	Iteration 13Q: 3 clusters Score -2933435 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2933447.000000 Penalty: 4996.133789
	Iteration 14Q: 3 clusters Score -2933447 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2933457.250000 Penalty: 4996.133789
	Iteration 15Q: 3 clusters Score -2933457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2933454.500000 Penalty: 4996.133789
	Iteration 16Q: 3 clusters Score -2933454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2933451.000000 Penalty: 4996.133789
	Iteration 17Q: 3 clusters Score -2933451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2933462.250000 Penalty: 4996.133789
	Iteration 18Q: 3 clusters Score -2933462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2933465.500000 Penalty: 4996.133789
	Iteration 19Q: 3 clusters Score -2933466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2933466.750000 Penalty: 4996.133789
	Iteration 20F: 3 clusters Score -2933467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2933474.500000 Penalty: 4996.133789
	Iteration 21Q: 3 clusters Score -2933474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2933475.250000 Penalty: 4996.133789
	Iteration 22Q: 3 clusters Score -2933475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2933475.750000 Penalty: 4996.133789
	Iteration 23Q: 3 clusters Score -2933476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2933475.750000 Penalty: 4996.133789
	Iteration 24Q: 3 clusters Score -2933476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2933481.750000 Penalty: 4996.133789
	Iteration 25Q: 3 clusters Score -2933482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2933488.750000 Penalty: 4996.133789
	Iteration 26Q: 3 clusters Score -2933489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2933498.500000 Penalty: 4996.133789
	Iteration 27Q: 3 clusters Score -2933498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2933496.750000 Penalty: 4996.133789
	Iteration 28Q: 3 clusters Score -2933497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2933499.500000 Penalty: 4996.133789
	Iteration 29Q: 3 clusters Score -2933500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2933498.750000 Penalty: 4996.133789
	Iteration 30Q: 3 clusters Score -2933499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2933500.250000 Penalty: 4996.133789
	Iteration 31Q: 3 clusters Score -2933500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2933499.000000 Penalty: 4996.133789
	Iteration 32Q: 3 clusters Score -2933499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2933496.000000 Penalty: 4996.133789
	Iteration 33Q: 3 clusters Score -2933496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2933495.500000 Penalty: 4996.133789
	Iteration 34Q: 3 clusters Score -2933496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2933495.250000 Penalty: 4996.133789
	Iteration 35Q: 3 clusters Score -2933495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2933501.500000 Penalty: 4996.133789
	Iteration 36Q: 3 clusters Score -2933502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2933500.750000 Penalty: 4996.133789
	Iteration 37Q: 3 clusters Score -2933501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2933505.750000 Penalty: 4996.133789
	Iteration 38Q: 3 clusters Score -2933506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2933505.750000 Penalty: 4996.133789
	Iteration 39Q: 3 clusters Score -2933506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2933509.250000 Penalty: 4996.133789
	Iteration 40F: 3 clusters Score -2933509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2933507.500000 Penalty: 4996.133789
	Iteration 41Q: 3 clusters Score -2933508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2933508.750000 Penalty: 4996.133789
	Iteration 42Q: 3 clusters Score -2933509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2933509.000000 Penalty: 4996.133789
	Iteration 43Q: 3 clusters Score -2933509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2933506.500000 Penalty: 4996.133789
	Iteration 44Q: 3 clusters Score -2933506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2933504.000000 Penalty: 4996.133789
	Iteration 45Q: 3 clusters Score -2933504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2933506.750000 Penalty: 4996.133789
	Iteration 46Q: 3 clusters Score -2933507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2933509.500000 Penalty: 4996.133789
	Iteration 47Q: 3 clusters Score -2933510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2933509.500000 Penalty: 4996.133789
	Iteration 48Q: 3 clusters Score -2933510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2933509.500000 Penalty: 4996.133789
	Iteration 49F: 3 clusters Score -2933510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Entering Unmasked Estep 
Score: -7451219.500000 Penalty: 2717.270752
	Iteration 0F: 2 clusters Score -7451220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -7412934.000000 Penalty: 5434.541504
	Iteration 0F: 3 clusters Score -7412934 nChanged 26341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -7427381.500000 Penalty: 5434.541504
	Iteration 1F: 3 clusters Score -7427382 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -7427978.500000 Penalty: 5434.541504
	Iteration 2Q: 3 clusters Score -7427978 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -7428680.000000 Penalty: 5434.541504
	Iteration 3Q: 3 clusters Score -7428680 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -7429517.500000 Penalty: 5434.541504
	Iteration 4Q: 3 clusters Score -7429518 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -7430767.500000 Penalty: 5434.541504
	Iteration 5Q: 3 clusters Score -7430768 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -7432485.500000 Penalty: 5434.541504
	Iteration 6F: 3 clusters Score -7432486 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -7435196.000000 Penalty: 5434.541504
	Iteration 7F: 3 clusters Score -7435196 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -7438729.000000 Penalty: 5434.541504
	Iteration 8F: 3 clusters Score -7438729 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -7442537.500000 Penalty: 5434.541504
	Iteration 9F: 3 clusters Score -7442538 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -7445092.500000 Penalty: 5434.541504
	Iteration 10F: 3 clusters Score -7445092 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -7446184.500000 Penalty: 5434.541504
	Iteration 11Q: 3 clusters Score -7446184 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -7446694.500000 Penalty: 5434.541504
	Iteration 12Q: 3 clusters Score -7446694 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -7447005.000000 Penalty: 5434.541504
	Iteration 13Q: 3 clusters Score -7447005 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -7447293.500000 Penalty: 5434.541504
	Iteration 14Q: 3 clusters Score -7447294 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -7447493.000000 Penalty: 5434.541504
	Iteration 15Q: 3 clusters Score -7447493 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -7447676.500000 Penalty: 5434.541504
	Iteration 16Q: 3 clusters Score -7447676 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -7447798.500000 Penalty: 5434.541504
	Iteration 17Q: 3 clusters Score -7447798 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -7447904.000000 Penalty: 5434.541504
	Iteration 18Q: 3 clusters Score -7447904 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -7447975.500000 Penalty: 5434.541504
	Iteration 19Q: 3 clusters Score -7447976 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -7448054.500000 Penalty: 5434.541504
	Iteration 20F: 3 clusters Score -7448054 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -7448104.500000 Penalty: 5434.541504
	Iteration 21Q: 3 clusters Score -7448104 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -7448192.500000 Penalty: 5434.541504
	Iteration 22Q: 3 clusters Score -7448192 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -7448211.000000 Penalty: 5434.541504
	Iteration 23Q: 3 clusters Score -7448211 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -7448259.500000 Penalty: 5434.541504
	Iteration 24Q: 3 clusters Score -7448260 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -7448301.500000 Penalty: 5434.541504
	Iteration 25Q: 3 clusters Score -7448302 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -7448385.000000 Penalty: 5434.541504
	Iteration 26Q: 3 clusters Score -7448385 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -7448436.500000 Penalty: 5434.541504
	Iteration 27Q: 3 clusters Score -7448436 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -7448446.000000 Penalty: 5434.541504
	Iteration 28Q: 3 clusters Score -7448446 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -7448477.000000 Penalty: 5434.541504
	Iteration 29Q: 3 clusters Score -7448477 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -7448506.500000 Penalty: 5434.541504
	Iteration 30Q: 3 clusters Score -7448506 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -7448529.000000 Penalty: 5434.541504
	Iteration 31Q: 3 clusters Score -7448529 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -7448577.000000 Penalty: 5434.541504
	Iteration 32Q: 3 clusters Score -7448577 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -7448615.000000 Penalty: 5434.541504
	Iteration 33Q: 3 clusters Score -7448615 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -7448633.000000 Penalty: 5434.541504
	Iteration 34Q: 3 clusters Score -7448633 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -7448629.500000 Penalty: 5434.541504
	Iteration 35Q: 3 clusters Score -7448630 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -7448640.000000 Penalty: 5434.541504
	Iteration 36Q: 3 clusters Score -7448640 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -7448674.000000 Penalty: 5434.541504
	Iteration 37Q: 3 clusters Score -7448674 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -7448697.500000 Penalty: 5434.541504
	Iteration 38Q: 3 clusters Score -7448698 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -7448721.000000 Penalty: 5434.541504
	Iteration 39Q: 3 clusters Score -7448721 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -7448727.500000 Penalty: 5434.541504
	Iteration 40F: 3 clusters Score -7448728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -7448763.000000 Penalty: 5434.541504
	Iteration 41Q: 3 clusters Score -7448763 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -7448768.500000 Penalty: 5434.541504
	Iteration 42Q: 3 clusters Score -7448768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -7448785.500000 Penalty: 5434.541504
	Iteration 43Q: 3 clusters Score -7448786 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -7448796.000000 Penalty: 5434.541504
	Iteration 44Q: 3 clusters Score -7448796 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -7448809.500000 Penalty: 5434.541504
	Iteration 45Q: 3 clusters Score -7448810 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -7448843.000000 Penalty: 5434.541504
	Iteration 46Q: 3 clusters Score -7448843 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -7448867.500000 Penalty: 5434.541504
	Iteration 47Q: 3 clusters Score -7448868 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -7448886.000000 Penalty: 5434.541504
	Iteration 48Q: 3 clusters Score -7448886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -7448895.500000 Penalty: 5434.541504
	Iteration 49Q: 3 clusters Score -7448896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -7448917.000000 Penalty: 5434.541504
	Iteration 50Q: 3 clusters Score -7448917 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -7448911.500000 Penalty: 5434.541504
	Iteration 51Q: 3 clusters Score -7448912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -7448921.000000 Penalty: 5434.541504
	Iteration 52Q: 3 clusters Score -7448921 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -7448930.000000 Penalty: 5434.541504
	Iteration 53Q: 3 clusters Score -7448930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -7448925.000000 Penalty: 5434.541504
	Iteration 54Q: 3 clusters Score -7448925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -7448918.500000 Penalty: 5434.541504
	Iteration 55Q: 3 clusters Score -7448918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -7448929.000000 Penalty: 5434.541504
	Iteration 56Q: 3 clusters Score -7448929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -7448927.500000 Penalty: 5434.541504
	Iteration 57Q: 3 clusters Score -7448928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -7448927.000000 Penalty: 5434.541504
	Iteration 58Q: 3 clusters Score -7448927 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -7448938.500000 Penalty: 5434.541504
	Iteration 59Q: 3 clusters Score -7448938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -7448938.500000 Penalty: 5434.541504
	Iteration 60F: 3 clusters Score -7448938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -7448935.500000 Penalty: 5434.541504
	Iteration 61Q: 3 clusters Score -7448936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -7448930.500000 Penalty: 5434.541504
	Iteration 62Q: 3 clusters Score -7448930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -7448929.000000 Penalty: 5434.541504
	Iteration 63Q: 3 clusters Score -7448929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -7448944.000000 Penalty: 5434.541504
	Iteration 64Q: 3 clusters Score -7448944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -7448945.500000 Penalty: 5434.541504
	Iteration 65Q: 3 clusters Score -7448946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -7448953.500000 Penalty: 5434.541504
	Iteration 66Q: 3 clusters Score -7448954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -7448967.000000 Penalty: 5434.541504
	Iteration 67Q: 3 clusters Score -7448967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -7448980.000000 Penalty: 5434.541504
	Iteration 68Q: 3 clusters Score -7448980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -7448991.500000 Penalty: 5434.541504
	Iteration 69Q: 3 clusters Score -7448992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -7448985.000000 Penalty: 5434.541504
	Iteration 70Q: 3 clusters Score -7448985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -7448992.000000 Penalty: 5434.541504
	Iteration 71Q: 3 clusters Score -7448992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -7449005.000000 Penalty: 5434.541504
	Iteration 72Q: 3 clusters Score -7449005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 53788 members 
Entering Unmasked Estep 
Score: -7449005.500000 Penalty: 5434.541504
	Iteration 73Q: 3 clusters Score -7449006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -7449020.000000 Penalty: 5434.541504
	Iteration 74Q: 3 clusters Score -7449020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -7449018.500000 Penalty: 5434.541504
	Iteration 75Q: 3 clusters Score -7449018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -7449026.000000 Penalty: 5434.541504
	Iteration 76Q: 3 clusters Score -7449026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -7449026.000000 Penalty: 5434.541504
	Iteration 77Q: 3 clusters Score -7449026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -7449022.500000 Penalty: 5434.541504
	Iteration 78Q: 3 clusters Score -7449022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -7449028.500000 Penalty: 5434.541504
	Iteration 79Q: 3 clusters Score -7449028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -7449028.000000 Penalty: 5434.541504
	Iteration 80F: 3 clusters Score -7449028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -7449034.500000 Penalty: 5434.541504
	Iteration 81Q: 3 clusters Score -7449034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -7449049.500000 Penalty: 5434.541504
	Iteration 82Q: 3 clusters Score -7449050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -7449051.000000 Penalty: 5434.541504
	Iteration 83Q: 3 clusters Score -7449051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -7449064.500000 Penalty: 5434.541504
	Iteration 84Q: 3 clusters Score -7449064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -7449059.500000 Penalty: 5434.541504
	Iteration 85Q: 3 clusters Score -7449060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -7449064.500000 Penalty: 5434.541504
	Iteration 86Q: 3 clusters Score -7449064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -7449089.500000 Penalty: 5434.541504
	Iteration 87Q: 3 clusters Score -7449090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -7449088.500000 Penalty: 5434.541504
	Iteration 88Q: 3 clusters Score -7449088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -7449093.000000 Penalty: 5434.541504
	Iteration 89Q: 3 clusters Score -7449093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -7449098.500000 Penalty: 5434.541504
	Iteration 90Q: 3 clusters Score -7449098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -7449108.000000 Penalty: 5434.541504
	Iteration 91Q: 3 clusters Score -7449108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -7449104.000000 Penalty: 5434.541504
	Iteration 92Q: 3 clusters Score -7449104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -7449106.000000 Penalty: 5434.541504
	Iteration 93Q: 3 clusters Score -7449106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -7449104.000000 Penalty: 5434.541504
	Iteration 94Q: 3 clusters Score -7449104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -7449100.000000 Penalty: 5434.541504
	Iteration 95Q: 3 clusters Score -7449100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -7449109.000000 Penalty: 5434.541504
	Iteration 96Q: 3 clusters Score -7449109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -7449107.000000 Penalty: 5434.541504
	Iteration 97Q: 3 clusters Score -7449107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 54323 members 
Entering Unmasked Estep 
Score: -7449108.000000 Penalty: 5434.541504
	Iteration 98Q: 3 clusters Score -7449108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -7449111.000000 Penalty: 5434.541504
	Iteration 99Q: 3 clusters Score -7449111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -7449113.500000 Penalty: 5434.541504
	Iteration 100F: 3 clusters Score -7449114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -7449114.500000 Penalty: 5434.541504
	Iteration 101Q: 3 clusters Score -7449114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -7449109.500000 Penalty: 5434.541504
	Iteration 102Q: 3 clusters Score -7449110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -7449113.500000 Penalty: 5434.541504
	Iteration 103Q: 3 clusters Score -7449114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -7449113.500000 Penalty: 5434.541504
	Iteration 104Q: 3 clusters Score -7449114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -7449118.000000 Penalty: 5434.541504
	Iteration 105Q: 3 clusters Score -7449118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -7449115.500000 Penalty: 5434.541504
	Iteration 106Q: 3 clusters Score -7449116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -7449118.500000 Penalty: 5434.541504
	Iteration 107Q: 3 clusters Score -7449118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -7449108.500000 Penalty: 5434.541504
	Iteration 108Q: 3 clusters Score -7449108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -7449114.500000 Penalty: 5434.541504
	Iteration 109Q: 3 clusters Score -7449114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -7449121.500000 Penalty: 5434.541504
	Iteration 110Q: 3 clusters Score -7449122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -7449118.000000 Penalty: 5434.541504
	Iteration 111Q: 3 clusters Score -7449118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -7449119.000000 Penalty: 5434.541504
	Iteration 112Q: 3 clusters Score -7449119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -7449116.500000 Penalty: 5434.541504
	Iteration 113Q: 3 clusters Score -7449116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -7449115.000000 Penalty: 5434.541504
	Iteration 114Q: 3 clusters Score -7449115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -7449118.500000 Penalty: 5434.541504
	Iteration 115Q: 3 clusters Score -7449118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -7449123.500000 Penalty: 5434.541504
	Iteration 116Q: 3 clusters Score -7449124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -7449128.000000 Penalty: 5434.541504
	Iteration 117Q: 3 clusters Score -7449128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -7449132.000000 Penalty: 5434.541504
	Iteration 118Q: 3 clusters Score -7449132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -7449114.500000 Penalty: 5434.541504
	Iteration 119Q: 3 clusters Score -7449114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -7449119.000000 Penalty: 5434.541504
	Iteration 120F: 3 clusters Score -7449119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -7449122.000000 Penalty: 5434.541504
	Iteration 121Q: 3 clusters Score -7449122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -7449122.000000 Penalty: 5434.541504
	Iteration 122F: 3 clusters Score -7449122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Entering Unmasked Estep 
Score: -7061852.500000 Penalty: 2703.486572
	Iteration 0F: 2 clusters Score -7061852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -7025530.500000 Penalty: 5406.973145
	Iteration 0F: 3 clusters Score -7025530 nChanged 24985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -7039358.000000 Penalty: 5406.973145
	Iteration 1F: 3 clusters Score -7039358 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -7040197.500000 Penalty: 5406.973145
	Iteration 2Q: 3 clusters Score -7040198 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -7041431.500000 Penalty: 5406.973145
	Iteration 3Q: 3 clusters Score -7041432 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -7043608.500000 Penalty: 5406.973145
	Iteration 4F: 3 clusters Score -7043608 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -7047236.000000 Penalty: 5406.973145
	Iteration 5F: 3 clusters Score -7047236 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -7051894.500000 Penalty: 5406.973145
	Iteration 6F: 3 clusters Score -7051894 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -7055551.500000 Penalty: 5406.973145
	Iteration 7F: 3 clusters Score -7055552 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -7057673.000000 Penalty: 5406.973145
	Iteration 8Q: 3 clusters Score -7057673 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -7058725.000000 Penalty: 5406.973145
	Iteration 9Q: 3 clusters Score -7058725 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7059163.000000 Penalty: 5406.973145
	Iteration 10Q: 3 clusters Score -7059163 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7059403.000000 Penalty: 5406.973145
	Iteration 11Q: 3 clusters Score -7059403 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7059598.500000 Penalty: 5406.973145
	Iteration 12Q: 3 clusters Score -7059598 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7059697.000000 Penalty: 5406.973145
	Iteration 13Q: 3 clusters Score -7059697 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7059745.000000 Penalty: 5406.973145
	Iteration 14Q: 3 clusters Score -7059745 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7059787.500000 Penalty: 5406.973145
	Iteration 15Q: 3 clusters Score -7059788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7059811.500000 Penalty: 5406.973145
	Iteration 16Q: 3 clusters Score -7059812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7059822.500000 Penalty: 5406.973145
	Iteration 17Q: 3 clusters Score -7059822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -7059826.500000 Penalty: 5406.973145
	Iteration 18Q: 3 clusters Score -7059826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7059849.000000 Penalty: 5406.973145
	Iteration 19Q: 3 clusters Score -7059849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7059847.500000 Penalty: 5406.973145
	Iteration 20F: 3 clusters Score -7059848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7059862.000000 Penalty: 5406.973145
	Iteration 21Q: 3 clusters Score -7059862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7059857.000000 Penalty: 5406.973145
	Iteration 22Q: 3 clusters Score -7059857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7059854.500000 Penalty: 5406.973145
	Iteration 23Q: 3 clusters Score -7059854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7059859.000000 Penalty: 5406.973145
	Iteration 24Q: 3 clusters Score -7059859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7059868.000000 Penalty: 5406.973145
	Iteration 25Q: 3 clusters Score -7059868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7059872.500000 Penalty: 5406.973145
	Iteration 26Q: 3 clusters Score -7059872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7059871.500000 Penalty: 5406.973145
	Iteration 27Q: 3 clusters Score -7059872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7059869.500000 Penalty: 5406.973145
	Iteration 28Q: 3 clusters Score -7059870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7059876.000000 Penalty: 5406.973145
	Iteration 29Q: 3 clusters Score -7059876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7059879.000000 Penalty: 5406.973145
	Iteration 30Q: 3 clusters Score -7059879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7059887.500000 Penalty: 5406.973145
	Iteration 31Q: 3 clusters Score -7059888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7059887.500000 Penalty: 5406.973145
	Iteration 32Q: 3 clusters Score -7059888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7059877.000000 Penalty: 5406.973145
	Iteration 33Q: 3 clusters Score -7059877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7059881.500000 Penalty: 5406.973145
	Iteration 34Q: 3 clusters Score -7059882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7059877.500000 Penalty: 5406.973145
	Iteration 35Q: 3 clusters Score -7059878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7059877.500000 Penalty: 5406.973145
	Iteration 36Q: 3 clusters Score -7059878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7059883.500000 Penalty: 5406.973145
	Iteration 37Q: 3 clusters Score -7059884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7059883.500000 Penalty: 5406.973145
	Iteration 38F: 3 clusters Score -7059884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Entering Unmasked Estep 
Score: -6665621.000000 Penalty: 2703.934326
	Iteration 0F: 2 clusters Score -6665621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -6628995.500000 Penalty: 5407.868652
	Iteration 0F: 3 clusters Score -6628996 nChanged 25174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -6643381.000000 Penalty: 5407.868652
	Iteration 1F: 3 clusters Score -6643381 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -6644170.000000 Penalty: 5407.868652
	Iteration 2Q: 3 clusters Score -6644170 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -6645062.500000 Penalty: 5407.868652
	Iteration 3Q: 3 clusters Score -6645062 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -6646339.000000 Penalty: 5407.868652
	Iteration 4Q: 3 clusters Score -6646339 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -6648241.500000 Penalty: 5407.868652
	Iteration 5F: 3 clusters Score -6648242 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -6651023.500000 Penalty: 5407.868652
	Iteration 6F: 3 clusters Score -6651024 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -6654104.500000 Penalty: 5407.868652
	Iteration 7F: 3 clusters Score -6654104 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -6656824.500000 Penalty: 5407.868652
	Iteration 8F: 3 clusters Score -6656824 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -6659272.500000 Penalty: 5407.868652
	Iteration 9F: 3 clusters Score -6659272 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -6661878.500000 Penalty: 5407.868652
	Iteration 10F: 3 clusters Score -6661878 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -6664643.500000 Penalty: 5407.868652
	Iteration 11F: 3 clusters Score -6664644 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -6667046.000000 Penalty: 5407.868652
	Iteration 12Q: 3 clusters Score -6667046 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -6668661.000000 Penalty: 5407.868652
	Iteration 13Q: 3 clusters Score -6668661 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -6670049.500000 Penalty: 5407.868652
	Iteration 14Q: 3 clusters Score -6670050 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -6670990.000000 Penalty: 5407.868652
	Iteration 15Q: 3 clusters Score -6670990 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -6671387.500000 Penalty: 5407.868652
	Iteration 16Q: 3 clusters Score -6671388 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -6671533.500000 Penalty: 5407.868652
	Iteration 17Q: 3 clusters Score -6671534 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -6671565.000000 Penalty: 5407.868652
	Iteration 18Q: 3 clusters Score -6671565 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -6671599.500000 Penalty: 5407.868652
	Iteration 19Q: 3 clusters Score -6671600 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -6671610.000000 Penalty: 5407.868652
	Iteration 20F: 3 clusters Score -6671610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -6671629.500000 Penalty: 5407.868652
	Iteration 21Q: 3 clusters Score -6671630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -6671630.000000 Penalty: 5407.868652
	Iteration 22Q: 3 clusters Score -6671630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -6671633.000000 Penalty: 5407.868652
	Iteration 23Q: 3 clusters Score -6671633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -6671628.500000 Penalty: 5407.868652
	Iteration 24Q: 3 clusters Score -6671628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -6671624.000000 Penalty: 5407.868652
	Iteration 25Q: 3 clusters Score -6671624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -6671619.000000 Penalty: 5407.868652
	Iteration 26Q: 3 clusters Score -6671619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -6671624.000000 Penalty: 5407.868652
	Iteration 27Q: 3 clusters Score -6671624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -6671622.000000 Penalty: 5407.868652
	Iteration 28Q: 3 clusters Score -6671622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -6671626.500000 Penalty: 5407.868652
	Iteration 29Q: 3 clusters Score -6671626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -6671631.000000 Penalty: 5407.868652
	Iteration 30Q: 3 clusters Score -6671631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -6671627.000000 Penalty: 5407.868652
	Iteration 31Q: 3 clusters Score -6671627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -6671630.000000 Penalty: 5407.868652
	Iteration 32Q: 3 clusters Score -6671630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -6671634.000000 Penalty: 5407.868652
	Iteration 33Q: 3 clusters Score -6671634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -6671632.500000 Penalty: 5407.868652
	Iteration 34Q: 3 clusters Score -6671632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -6671636.000000 Penalty: 5407.868652
	Iteration 35Q: 3 clusters Score -6671636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -6671635.500000 Penalty: 5407.868652
	Iteration 36Q: 3 clusters Score -6671636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -6671631.500000 Penalty: 5407.868652
	Iteration 37Q: 3 clusters Score -6671632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -6671631.500000 Penalty: 5407.868652
	Iteration 38F: 3 clusters Score -6671632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 152460 members 
Mstep: Class 4 contains 116488 members 
Mstep: Class 5 contains 30957 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 4842 members 
Mstep: Class 8 contains 52171 members 
Mstep: Class 9 contains 35443 members 
Mstep: Class 10 contains 23691 members 
Mstep: Class 11 contains 57339 members 
Mstep: Class 12 contains 54239 members 
Mstep: Class 13 contains 10774 members 
Mstep: Class 14 contains 183003 members 
Mstep: Class 15 contains 158801 members 
Mstep: Class 16 contains 79590 members 
Mstep: Class 17 contains 3324 members 
Mstep: Class 18 contains 39868 members 
Mstep: Class 19 contains 75804 members 
Mstep: Class 20 contains 3523 members 
Mstep: Class 21 contains 21672 members 
Mstep: Class 22 contains 43563 members 
Entering Unmasked Estep 
Score: -157676576.000000 Penalty: 76662.531250
Splitting cluster 13 changes total score from -157668288.000000 to -157676576.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (183003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183003 members 
Entering Unmasked Estep 
Score: -23695130.000000 Penalty: 3005.080078
	Iteration 0F: 2 clusters Score -2.369513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 91224 members 
Entering Unmasked Estep 
Score: -23577058.000000 Penalty: 6010.160156
	Iteration 0F: 3 clusters Score -2.357706e+07 nChanged 87824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -23628276.000000 Penalty: 6010.160156
	Iteration 1F: 3 clusters Score -2.362828e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -23629528.000000 Penalty: 6010.160156
	Iteration 2Q: 3 clusters Score -2.362953e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105540 members 
Mstep: Class 2 contains 77463 members 
Entering Unmasked Estep 
Score: -23631628.000000 Penalty: 6010.160156
	Iteration 3Q: 3 clusters Score -2.363163e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113099 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -23635424.000000 Penalty: 6010.160156
	Iteration 4Q: 3 clusters Score -2.363542e+07 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124240 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -23642518.000000 Penalty: 6010.160156
	Iteration 5F: 3 clusters Score -2.364252e+07 nChanged 14857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139013 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -23654254.000000 Penalty: 6010.160156
	Iteration 6F: 3 clusters Score -2.365425e+07 nChanged 16880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155879 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -23669356.000000 Penalty: 6010.160156
	Iteration 7F: 3 clusters Score -2.366936e+07 nChanged 14430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170307 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -23682546.000000 Penalty: 6010.160156
	Iteration 8F: 3 clusters Score -2.368255e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178451 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -23689156.000000 Penalty: 6010.160156
	Iteration 9Q: 3 clusters Score -2.368916e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181424 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -23691376.000000 Penalty: 6010.160156
	Iteration 10Q: 3 clusters Score -2.369138e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182270 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -23691986.000000 Penalty: 6010.160156
	Iteration 11Q: 3 clusters Score -2.369199e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182488 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -23692248.000000 Penalty: 6010.160156
	Iteration 12Q: 3 clusters Score -2.369225e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182554 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -23692400.000000 Penalty: 6010.160156
	Iteration 13Q: 3 clusters Score -2.36924e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182574 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23692510.000000 Penalty: 6010.160156
	Iteration 14Q: 3 clusters Score -2.369251e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182587 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -23692544.000000 Penalty: 6010.160156
	Iteration 15Q: 3 clusters Score -2.369254e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182589 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -23692562.000000 Penalty: 6010.160156
	Iteration 16Q: 3 clusters Score -2.369256e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182588 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -23692608.000000 Penalty: 6010.160156
	Iteration 17Q: 3 clusters Score -2.369261e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182588 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -23692646.000000 Penalty: 6010.160156
	Iteration 18Q: 3 clusters Score -2.369265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182589 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -23692646.000000 Penalty: 6010.160156
	Iteration 19Q: 3 clusters Score -2.369265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182588 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -23692650.000000 Penalty: 6010.160156
	Iteration 20F: 3 clusters Score -2.369265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182581 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -23692664.000000 Penalty: 6010.160156
	Iteration 21Q: 3 clusters Score -2.369266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182582 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -23692668.000000 Penalty: 6010.160156
	Iteration 22Q: 3 clusters Score -2.369267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182579 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -23692688.000000 Penalty: 6010.160156
	Iteration 23Q: 3 clusters Score -2.369269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182575 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -23692688.000000 Penalty: 6010.160156
	Iteration 24Q: 3 clusters Score -2.369269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182572 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -23692706.000000 Penalty: 6010.160156
	Iteration 25Q: 3 clusters Score -2.369271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182568 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23692736.000000 Penalty: 6010.160156
	Iteration 26Q: 3 clusters Score -2.369274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182570 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -23692722.000000 Penalty: 6010.160156
	Iteration 27Q: 3 clusters Score -2.369272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182567 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -23692726.000000 Penalty: 6010.160156
	Iteration 28Q: 3 clusters Score -2.369273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182566 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -23692724.000000 Penalty: 6010.160156
	Iteration 29Q: 3 clusters Score -2.369272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182565 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -23692726.000000 Penalty: 6010.160156
	Iteration 30Q: 3 clusters Score -2.369273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182565 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -23692726.000000 Penalty: 6010.160156
	Iteration 31F: 3 clusters Score -2.369273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (158801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158801 members 
Entering Unmasked Estep 
Score: -20569452.000000 Penalty: 2969.900879
	Iteration 0F: 2 clusters Score -2.056945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -20466780.000000 Penalty: 5939.801758
	Iteration 0F: 3 clusters Score -2.046678e+07 nChanged 75640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80681 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -20510624.000000 Penalty: 5939.801758
	Iteration 1F: 3 clusters Score -2.051062e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -20511496.000000 Penalty: 5939.801758
	Iteration 2Q: 3 clusters Score -2.05115e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82567 members 
Mstep: Class 2 contains 76234 members 
Entering Unmasked Estep 
Score: -20512836.000000 Penalty: 5939.801758
	Iteration 3Q: 3 clusters Score -2.051284e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84292 members 
Mstep: Class 2 contains 74509 members 
Entering Unmasked Estep 
Score: -20514292.000000 Penalty: 5939.801758
	Iteration 4Q: 3 clusters Score -2.051429e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 72103 members 
Entering Unmasked Estep 
Score: -20516576.000000 Penalty: 5939.801758
	Iteration 5Q: 3 clusters Score -2.051658e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -20520372.000000 Penalty: 5939.801758
	Iteration 6Q: 3 clusters Score -2.052037e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95165 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -20526292.000000 Penalty: 5939.801758
	Iteration 7F: 3 clusters Score -2.052629e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101139 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -20534278.000000 Penalty: 5939.801758
	Iteration 8F: 3 clusters Score -2.053428e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107051 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -20543634.000000 Penalty: 5939.801758
	Iteration 9F: 3 clusters Score -2.054363e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111707 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -20551554.000000 Penalty: 5939.801758
	Iteration 10F: 3 clusters Score -2.055155e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114769 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -20556638.000000 Penalty: 5939.801758
	Iteration 11Q: 3 clusters Score -2.055664e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116961 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -20559192.000000 Penalty: 5939.801758
	Iteration 12Q: 3 clusters Score -2.055919e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118731 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -20560546.000000 Penalty: 5939.801758
	Iteration 13Q: 3 clusters Score -2.056055e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120249 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -20561440.000000 Penalty: 5939.801758
	Iteration 14Q: 3 clusters Score -2.056144e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121597 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -20562066.000000 Penalty: 5939.801758
	Iteration 15Q: 3 clusters Score -2.056207e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122789 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -20562548.000000 Penalty: 5939.801758
	Iteration 16Q: 3 clusters Score -2.056255e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123861 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -20562892.000000 Penalty: 5939.801758
	Iteration 17Q: 3 clusters Score -2.056289e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124825 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -20563212.000000 Penalty: 5939.801758
	Iteration 18Q: 3 clusters Score -2.056321e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125719 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -20563354.000000 Penalty: 5939.801758
	Iteration 19Q: 3 clusters Score -2.056335e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126569 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -20563548.000000 Penalty: 5939.801758
	Iteration 20F: 3 clusters Score -2.056355e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127406 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -20563632.000000 Penalty: 5939.801758
	Iteration 21Q: 3 clusters Score -2.056363e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128199 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -20563664.000000 Penalty: 5939.801758
	Iteration 22Q: 3 clusters Score -2.056366e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128910 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -20563666.000000 Penalty: 5939.801758
	Iteration 23Q: 3 clusters Score -2.056367e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129512 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -20563796.000000 Penalty: 5939.801758
	Iteration 24Q: 3 clusters Score -2.05638e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130138 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -20563860.000000 Penalty: 5939.801758
	Iteration 25Q: 3 clusters Score -2.056386e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130748 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -20563880.000000 Penalty: 5939.801758
	Iteration 26Q: 3 clusters Score -2.056388e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131371 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -20563926.000000 Penalty: 5939.801758
	Iteration 27Q: 3 clusters Score -2.056393e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131973 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -20564036.000000 Penalty: 5939.801758
	Iteration 28Q: 3 clusters Score -2.056404e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132586 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -20564148.000000 Penalty: 5939.801758
	Iteration 29Q: 3 clusters Score -2.056415e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133207 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -20564138.000000 Penalty: 5939.801758
	Iteration 30Q: 3 clusters Score -2.056414e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133846 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -20564224.000000 Penalty: 5939.801758
	Iteration 31Q: 3 clusters Score -2.056422e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134512 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -20564296.000000 Penalty: 5939.801758
	Iteration 32Q: 3 clusters Score -2.05643e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135125 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -20564344.000000 Penalty: 5939.801758
	Iteration 33Q: 3 clusters Score -2.056434e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135765 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -20564400.000000 Penalty: 5939.801758
	Iteration 34Q: 3 clusters Score -2.05644e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136411 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -20564528.000000 Penalty: 5939.801758
	Iteration 35Q: 3 clusters Score -2.056453e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137063 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -20564584.000000 Penalty: 5939.801758
	Iteration 36Q: 3 clusters Score -2.056458e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137719 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -20564588.000000 Penalty: 5939.801758
	Iteration 37Q: 3 clusters Score -2.056459e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138387 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -20564628.000000 Penalty: 5939.801758
	Iteration 38Q: 3 clusters Score -2.056463e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139035 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -20564654.000000 Penalty: 5939.801758
	Iteration 39Q: 3 clusters Score -2.056465e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139643 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -20564704.000000 Penalty: 5939.801758
	Iteration 40F: 3 clusters Score -2.05647e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140250 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -20564872.000000 Penalty: 5939.801758
	Iteration 41Q: 3 clusters Score -2.056487e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140864 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -20565002.000000 Penalty: 5939.801758
	Iteration 42Q: 3 clusters Score -2.0565e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141522 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -20565134.000000 Penalty: 5939.801758
	Iteration 43Q: 3 clusters Score -2.056513e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142213 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -20565298.000000 Penalty: 5939.801758
	Iteration 44Q: 3 clusters Score -2.05653e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142906 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -20565478.000000 Penalty: 5939.801758
	Iteration 45Q: 3 clusters Score -2.056548e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143594 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -20565650.000000 Penalty: 5939.801758
	Iteration 46Q: 3 clusters Score -2.056565e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144272 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -20565790.000000 Penalty: 5939.801758
	Iteration 47Q: 3 clusters Score -2.056579e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144944 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -20565876.000000 Penalty: 5939.801758
	Iteration 48Q: 3 clusters Score -2.056588e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145611 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -20565956.000000 Penalty: 5939.801758
	Iteration 49Q: 3 clusters Score -2.056596e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146327 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -20566052.000000 Penalty: 5939.801758
	Iteration 50Q: 3 clusters Score -2.056605e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147048 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -20566188.000000 Penalty: 5939.801758
	Iteration 51Q: 3 clusters Score -2.056619e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147797 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -20566308.000000 Penalty: 5939.801758
	Iteration 52Q: 3 clusters Score -2.056631e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -20566404.000000 Penalty: 5939.801758
	Iteration 53Q: 3 clusters Score -2.05664e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149197 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -20566522.000000 Penalty: 5939.801758
	Iteration 54Q: 3 clusters Score -2.056652e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149866 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -20566576.000000 Penalty: 5939.801758
	Iteration 55Q: 3 clusters Score -2.056658e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150503 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -20566680.000000 Penalty: 5939.801758
	Iteration 56Q: 3 clusters Score -2.056668e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151137 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -20566722.000000 Penalty: 5939.801758
	Iteration 57Q: 3 clusters Score -2.056672e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151732 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -20566772.000000 Penalty: 5939.801758
	Iteration 58Q: 3 clusters Score -2.056677e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152306 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -20566840.000000 Penalty: 5939.801758
	Iteration 59Q: 3 clusters Score -2.056684e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -20566972.000000 Penalty: 5939.801758
	Iteration 60F: 3 clusters Score -2.056697e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153291 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -20567036.000000 Penalty: 5939.801758
	Iteration 61Q: 3 clusters Score -2.056704e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153738 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -20567104.000000 Penalty: 5939.801758
	Iteration 62Q: 3 clusters Score -2.05671e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154139 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -20567154.000000 Penalty: 5939.801758
	Iteration 63Q: 3 clusters Score -2.056715e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154463 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -20567158.000000 Penalty: 5939.801758
	Iteration 64Q: 3 clusters Score -2.056716e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154750 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -20567192.000000 Penalty: 5939.801758
	Iteration 65Q: 3 clusters Score -2.056719e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -20567168.000000 Penalty: 5939.801758
	Iteration 66Q: 3 clusters Score -2.056717e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155204 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -20567188.000000 Penalty: 5939.801758
	Iteration 67Q: 3 clusters Score -2.056719e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155391 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -20567252.000000 Penalty: 5939.801758
	Iteration 68Q: 3 clusters Score -2.056725e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155588 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -20567286.000000 Penalty: 5939.801758
	Iteration 69Q: 3 clusters Score -2.056729e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155763 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -20567296.000000 Penalty: 5939.801758
	Iteration 70Q: 3 clusters Score -2.05673e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155910 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -20567294.000000 Penalty: 5939.801758
	Iteration 71Q: 3 clusters Score -2.056729e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156048 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -20567334.000000 Penalty: 5939.801758
	Iteration 72Q: 3 clusters Score -2.056733e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156176 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -20567328.000000 Penalty: 5939.801758
	Iteration 73Q: 3 clusters Score -2.056733e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156285 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -20567312.000000 Penalty: 5939.801758
	Iteration 74Q: 3 clusters Score -2.056731e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156382 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -20567334.000000 Penalty: 5939.801758
	Iteration 75Q: 3 clusters Score -2.056733e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156472 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -20567332.000000 Penalty: 5939.801758
	Iteration 76Q: 3 clusters Score -2.056733e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156550 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -20567352.000000 Penalty: 5939.801758
	Iteration 77Q: 3 clusters Score -2.056735e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156615 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -20567362.000000 Penalty: 5939.801758
	Iteration 78Q: 3 clusters Score -2.056736e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -20567396.000000 Penalty: 5939.801758
	Iteration 79Q: 3 clusters Score -2.05674e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156730 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -20567456.000000 Penalty: 5939.801758
	Iteration 80F: 3 clusters Score -2.056746e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156801 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -20567480.000000 Penalty: 5939.801758
	Iteration 81Q: 3 clusters Score -2.056748e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156874 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -20567584.000000 Penalty: 5939.801758
	Iteration 82Q: 3 clusters Score -2.056758e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156937 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -20567664.000000 Penalty: 5939.801758
	Iteration 83Q: 3 clusters Score -2.056766e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156995 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -20567794.000000 Penalty: 5939.801758
	Iteration 84Q: 3 clusters Score -2.056779e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157008 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -20567916.000000 Penalty: 5939.801758
	Iteration 85Q: 3 clusters Score -2.056792e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156981 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -20567978.000000 Penalty: 5939.801758
	Iteration 86Q: 3 clusters Score -2.056798e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -20568080.000000 Penalty: 5939.801758
	Iteration 87Q: 3 clusters Score -2.056808e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156900 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -20568122.000000 Penalty: 5939.801758
	Iteration 88Q: 3 clusters Score -2.056812e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156837 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -20568212.000000 Penalty: 5939.801758
	Iteration 89Q: 3 clusters Score -2.056821e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156761 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -20568270.000000 Penalty: 5939.801758
	Iteration 90Q: 3 clusters Score -2.056827e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156693 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -20568378.000000 Penalty: 5939.801758
	Iteration 91Q: 3 clusters Score -2.056838e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156611 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -20568444.000000 Penalty: 5939.801758
	Iteration 92Q: 3 clusters Score -2.056844e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156531 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -20568496.000000 Penalty: 5939.801758
	Iteration 93Q: 3 clusters Score -2.05685e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156466 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -20568508.000000 Penalty: 5939.801758
	Iteration 94Q: 3 clusters Score -2.056851e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156406 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -20568556.000000 Penalty: 5939.801758
	Iteration 95Q: 3 clusters Score -2.056856e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156352 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -20568556.000000 Penalty: 5939.801758
	Iteration 96Q: 3 clusters Score -2.056856e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156305 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -20568558.000000 Penalty: 5939.801758
	Iteration 97Q: 3 clusters Score -2.056856e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156265 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -20568592.000000 Penalty: 5939.801758
	Iteration 98Q: 3 clusters Score -2.056859e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156224 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -20568616.000000 Penalty: 5939.801758
	Iteration 99Q: 3 clusters Score -2.056862e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156188 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -20568626.000000 Penalty: 5939.801758
	Iteration 100F: 3 clusters Score -2.056863e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -20568654.000000 Penalty: 5939.801758
	Iteration 101Q: 3 clusters Score -2.056865e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156118 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -20568632.000000 Penalty: 5939.801758
	Iteration 102Q: 3 clusters Score -2.056863e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156088 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -20568642.000000 Penalty: 5939.801758
	Iteration 103Q: 3 clusters Score -2.056864e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156064 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -20568664.000000 Penalty: 5939.801758
	Iteration 104Q: 3 clusters Score -2.056866e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156047 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -20568684.000000 Penalty: 5939.801758
	Iteration 105Q: 3 clusters Score -2.056868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156023 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -20568690.000000 Penalty: 5939.801758
	Iteration 106Q: 3 clusters Score -2.056869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156004 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -20568670.000000 Penalty: 5939.801758
	Iteration 107Q: 3 clusters Score -2.056867e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -20568678.000000 Penalty: 5939.801758
	Iteration 108Q: 3 clusters Score -2.056868e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155953 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -20568672.000000 Penalty: 5939.801758
	Iteration 109Q: 3 clusters Score -2.056867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155936 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -20568668.000000 Penalty: 5939.801758
	Iteration 110Q: 3 clusters Score -2.056867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155920 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -20568688.000000 Penalty: 5939.801758
	Iteration 111Q: 3 clusters Score -2.056869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155899 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -20568712.000000 Penalty: 5939.801758
	Iteration 112Q: 3 clusters Score -2.056871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155887 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -20568730.000000 Penalty: 5939.801758
	Iteration 113Q: 3 clusters Score -2.056873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -20568742.000000 Penalty: 5939.801758
	Iteration 114Q: 3 clusters Score -2.056874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155873 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -20568742.000000 Penalty: 5939.801758
	Iteration 115Q: 3 clusters Score -2.056874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155872 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -20568726.000000 Penalty: 5939.801758
	Iteration 116Q: 3 clusters Score -2.056873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155870 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -20568732.000000 Penalty: 5939.801758
	Iteration 117Q: 3 clusters Score -2.056873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155865 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -20568734.000000 Penalty: 5939.801758
	Iteration 118Q: 3 clusters Score -2.056873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155859 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -20568742.000000 Penalty: 5939.801758
	Iteration 119Q: 3 clusters Score -2.056874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155854 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -20568744.000000 Penalty: 5939.801758
	Iteration 120F: 3 clusters Score -2.056874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155849 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -20568748.000000 Penalty: 5939.801758
	Iteration 121Q: 3 clusters Score -2.056875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155843 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -20568748.000000 Penalty: 5939.801758
	Iteration 122Q: 3 clusters Score -2.056875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155834 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -20568748.000000 Penalty: 5939.801758
	Iteration 123Q: 3 clusters Score -2.056875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155821 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -20568764.000000 Penalty: 5939.801758
	Iteration 124Q: 3 clusters Score -2.056876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155814 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -20568772.000000 Penalty: 5939.801758
	Iteration 125Q: 3 clusters Score -2.056877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155802 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -20568768.000000 Penalty: 5939.801758
	Iteration 126Q: 3 clusters Score -2.056877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155790 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -20568774.000000 Penalty: 5939.801758
	Iteration 127Q: 3 clusters Score -2.056877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155780 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -20568780.000000 Penalty: 5939.801758
	Iteration 128Q: 3 clusters Score -2.056878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155771 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -20568768.000000 Penalty: 5939.801758
	Iteration 129Q: 3 clusters Score -2.056877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155764 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -20568774.000000 Penalty: 5939.801758
	Iteration 130Q: 3 clusters Score -2.056877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155758 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -20568772.000000 Penalty: 5939.801758
	Iteration 131Q: 3 clusters Score -2.056877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155755 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -20568762.000000 Penalty: 5939.801758
	Iteration 132Q: 3 clusters Score -2.056876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155752 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -20568772.000000 Penalty: 5939.801758
	Iteration 133Q: 3 clusters Score -2.056877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155750 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -20568780.000000 Penalty: 5939.801758
	Iteration 134Q: 3 clusters Score -2.056878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155738 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -20568778.000000 Penalty: 5939.801758
	Iteration 135Q: 3 clusters Score -2.056878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155732 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -20568764.000000 Penalty: 5939.801758
	Iteration 136Q: 3 clusters Score -2.056876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155721 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -20568782.000000 Penalty: 5939.801758
	Iteration 137Q: 3 clusters Score -2.056878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155711 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -20568766.000000 Penalty: 5939.801758
	Iteration 138Q: 3 clusters Score -2.056877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155702 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -20568758.000000 Penalty: 5939.801758
	Iteration 139Q: 3 clusters Score -2.056876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155690 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -20568784.000000 Penalty: 5939.801758
	Iteration 140F: 3 clusters Score -2.056878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155674 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -20568762.000000 Penalty: 5939.801758
	Iteration 141Q: 3 clusters Score -2.056876e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155659 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -20568774.000000 Penalty: 5939.801758
	Iteration 142Q: 3 clusters Score -2.056877e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155640 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -20568798.000000 Penalty: 5939.801758
	Iteration 143Q: 3 clusters Score -2.05688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155619 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -20568808.000000 Penalty: 5939.801758
	Iteration 144Q: 3 clusters Score -2.056881e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155593 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -20568814.000000 Penalty: 5939.801758
	Iteration 145Q: 3 clusters Score -2.056881e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155563 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -20568834.000000 Penalty: 5939.801758
	Iteration 146Q: 3 clusters Score -2.056883e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155529 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -20568852.000000 Penalty: 5939.801758
	Iteration 147Q: 3 clusters Score -2.056885e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155508 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -20568886.000000 Penalty: 5939.801758
	Iteration 148Q: 3 clusters Score -2.056889e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155487 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -20568872.000000 Penalty: 5939.801758
	Iteration 149Q: 3 clusters Score -2.056887e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155469 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -20568880.000000 Penalty: 5939.801758
	Iteration 150Q: 3 clusters Score -2.056888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155448 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -20568872.000000 Penalty: 5939.801758
	Iteration 151Q: 3 clusters Score -2.056887e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155428 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -20568878.000000 Penalty: 5939.801758
	Iteration 152Q: 3 clusters Score -2.056888e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155415 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -20568892.000000 Penalty: 5939.801758
	Iteration 153Q: 3 clusters Score -2.056889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155398 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -20568894.000000 Penalty: 5939.801758
	Iteration 154Q: 3 clusters Score -2.056889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155385 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -20568896.000000 Penalty: 5939.801758
	Iteration 155Q: 3 clusters Score -2.05689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155377 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -20568884.000000 Penalty: 5939.801758
	Iteration 156Q: 3 clusters Score -2.056888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155372 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -20568878.000000 Penalty: 5939.801758
	Iteration 157Q: 3 clusters Score -2.056888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155365 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -20568882.000000 Penalty: 5939.801758
	Iteration 158Q: 3 clusters Score -2.056888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155354 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -20568870.000000 Penalty: 5939.801758
	Iteration 159Q: 3 clusters Score -2.056887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155333 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -20568898.000000 Penalty: 5939.801758
	Iteration 160F: 3 clusters Score -2.05689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155316 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -20568904.000000 Penalty: 5939.801758
	Iteration 161Q: 3 clusters Score -2.05689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155303 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -20568906.000000 Penalty: 5939.801758
	Iteration 162Q: 3 clusters Score -2.056891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155293 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -20568892.000000 Penalty: 5939.801758
	Iteration 163Q: 3 clusters Score -2.056889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155285 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -20568900.000000 Penalty: 5939.801758
	Iteration 164Q: 3 clusters Score -2.05689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -20568876.000000 Penalty: 5939.801758
	Iteration 165Q: 3 clusters Score -2.056888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155265 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -20568890.000000 Penalty: 5939.801758
	Iteration 166Q: 3 clusters Score -2.056889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -20568888.000000 Penalty: 5939.801758
	Iteration 167Q: 3 clusters Score -2.056889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155253 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -20568886.000000 Penalty: 5939.801758
	Iteration 168Q: 3 clusters Score -2.056889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155250 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -20568898.000000 Penalty: 5939.801758
	Iteration 169Q: 3 clusters Score -2.05689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155245 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -20568896.000000 Penalty: 5939.801758
	Iteration 170Q: 3 clusters Score -2.05689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155242 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -20568892.000000 Penalty: 5939.801758
	Iteration 171Q: 3 clusters Score -2.056889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155240 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -20568884.000000 Penalty: 5939.801758
	Iteration 172Q: 3 clusters Score -2.056888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155235 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -20568896.000000 Penalty: 5939.801758
	Iteration 173Q: 3 clusters Score -2.05689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -20568900.000000 Penalty: 5939.801758
	Iteration 174Q: 3 clusters Score -2.05689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155227 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -20568894.000000 Penalty: 5939.801758
	Iteration 175Q: 3 clusters Score -2.056889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -20568902.000000 Penalty: 5939.801758
	Iteration 176Q: 3 clusters Score -2.05689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155219 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -20568916.000000 Penalty: 5939.801758
	Iteration 177Q: 3 clusters Score -2.056892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -20568912.000000 Penalty: 5939.801758
	Iteration 178Q: 3 clusters Score -2.056891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155212 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -20568918.000000 Penalty: 5939.801758
	Iteration 179Q: 3 clusters Score -2.056892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -20568932.000000 Penalty: 5939.801758
	Iteration 180F: 3 clusters Score -2.056893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -20568934.000000 Penalty: 5939.801758
	Iteration 181Q: 3 clusters Score -2.056893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -20568928.000000 Penalty: 5939.801758
	Iteration 182Q: 3 clusters Score -2.056893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -20568920.000000 Penalty: 5939.801758
	Iteration 183Q: 3 clusters Score -2.056892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -20568920.000000 Penalty: 5939.801758
	Iteration 184F: 3 clusters Score -2.056892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Entering Unmasked Estep 
Score: -10285248.000000 Penalty: 2798.591797
	Iteration 0F: 2 clusters Score -1.028525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -10231877.000000 Penalty: 5597.183594
	Iteration 0F: 3 clusters Score -1.023188e+07 nChanged 37445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -10253152.000000 Penalty: 5597.183594
	Iteration 1F: 3 clusters Score -1.025315e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -10253930.000000 Penalty: 5597.183594
	Iteration 2Q: 3 clusters Score -1.025393e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -10254781.000000 Penalty: 5597.183594
	Iteration 3Q: 3 clusters Score -1.025478e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -10255800.000000 Penalty: 5597.183594
	Iteration 4Q: 3 clusters Score -1.02558e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -10256874.000000 Penalty: 5597.183594
	Iteration 5Q: 3 clusters Score -1.025687e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -10258222.000000 Penalty: 5597.183594
	Iteration 6Q: 3 clusters Score -1.025822e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -10259870.000000 Penalty: 5597.183594
	Iteration 7Q: 3 clusters Score -1.025987e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -10261581.000000 Penalty: 5597.183594
	Iteration 8Q: 3 clusters Score -1.026158e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -10263278.000000 Penalty: 5597.183594
	Iteration 9Q: 3 clusters Score -1.026328e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -10265003.000000 Penalty: 5597.183594
	Iteration 10Q: 3 clusters Score -1.0265e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -10266846.000000 Penalty: 5597.183594
	Iteration 11Q: 3 clusters Score -1.026685e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -10268991.000000 Penalty: 5597.183594
	Iteration 12Q: 3 clusters Score -1.026899e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -10271451.000000 Penalty: 5597.183594
	Iteration 13F: 3 clusters Score -1.027145e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65518 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -10273962.000000 Penalty: 5597.183594
	Iteration 14F: 3 clusters Score -1.027396e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -10276303.000000 Penalty: 5597.183594
	Iteration 15Q: 3 clusters Score -1.02763e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72458 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -10278368.000000 Penalty: 5597.183594
	Iteration 16Q: 3 clusters Score -1.027837e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -10279909.000000 Penalty: 5597.183594
	Iteration 17Q: 3 clusters Score -1.027991e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -10280990.000000 Penalty: 5597.183594
	Iteration 18Q: 3 clusters Score -1.028099e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -10281705.000000 Penalty: 5597.183594
	Iteration 19Q: 3 clusters Score -1.02817e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -10282100.000000 Penalty: 5597.183594
	Iteration 20F: 3 clusters Score -1.02821e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10282343.000000 Penalty: 5597.183594
	Iteration 21Q: 3 clusters Score -1.028234e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -10282488.000000 Penalty: 5597.183594
	Iteration 22Q: 3 clusters Score -1.028249e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10282622.000000 Penalty: 5597.183594
	Iteration 23Q: 3 clusters Score -1.028262e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -10282671.000000 Penalty: 5597.183594
	Iteration 24Q: 3 clusters Score -1.028267e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10282720.000000 Penalty: 5597.183594
	Iteration 25Q: 3 clusters Score -1.028272e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10282752.000000 Penalty: 5597.183594
	Iteration 26Q: 3 clusters Score -1.028275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10282779.000000 Penalty: 5597.183594
	Iteration 27Q: 3 clusters Score -1.028278e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78910 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10282786.000000 Penalty: 5597.183594
	Iteration 28Q: 3 clusters Score -1.028279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10282797.000000 Penalty: 5597.183594
	Iteration 29Q: 3 clusters Score -1.02828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10282813.000000 Penalty: 5597.183594
	Iteration 30Q: 3 clusters Score -1.028281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10282829.000000 Penalty: 5597.183594
	Iteration 31Q: 3 clusters Score -1.028283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10282835.000000 Penalty: 5597.183594
	Iteration 32Q: 3 clusters Score -1.028284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10282849.000000 Penalty: 5597.183594
	Iteration 33Q: 3 clusters Score -1.028285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10282853.000000 Penalty: 5597.183594
	Iteration 34Q: 3 clusters Score -1.028285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10282855.000000 Penalty: 5597.183594
	Iteration 35Q: 3 clusters Score -1.028286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78979 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10282863.000000 Penalty: 5597.183594
	Iteration 36Q: 3 clusters Score -1.028286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78986 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10282868.000000 Penalty: 5597.183594
	Iteration 37Q: 3 clusters Score -1.028287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78986 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10282868.000000 Penalty: 5597.183594
	Iteration 38Q: 3 clusters Score -1.028287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78987 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10282876.000000 Penalty: 5597.183594
	Iteration 39Q: 3 clusters Score -1.028288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10282879.000000 Penalty: 5597.183594
	Iteration 40F: 3 clusters Score -1.028288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10282889.000000 Penalty: 5597.183594
	Iteration 41Q: 3 clusters Score -1.028289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10282883.000000 Penalty: 5597.183594
	Iteration 42Q: 3 clusters Score -1.028288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79006 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10282877.000000 Penalty: 5597.183594
	Iteration 43Q: 3 clusters Score -1.028288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10282884.000000 Penalty: 5597.183594
	Iteration 44Q: 3 clusters Score -1.028288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79011 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10282898.000000 Penalty: 5597.183594
	Iteration 45Q: 3 clusters Score -1.02829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10282897.000000 Penalty: 5597.183594
	Iteration 46Q: 3 clusters Score -1.02829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10282899.000000 Penalty: 5597.183594
	Iteration 47Q: 3 clusters Score -1.02829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10282897.000000 Penalty: 5597.183594
	Iteration 48Q: 3 clusters Score -1.02829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10282897.000000 Penalty: 5597.183594
	Iteration 49F: 3 clusters Score -1.02829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Entering Unmasked Estep 
Score: -363837.625000 Penalty: 2011.013184
	Iteration 0F: 2 clusters Score -363837.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -361008.625000 Penalty: 4022.026367
	Iteration 0F: 3 clusters Score -361008.6 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -368768.656250 Penalty: 4022.026367
	Iteration 1F: 3 clusters Score -368768.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -372250.437500 Penalty: 4022.026367
	Iteration 2F: 3 clusters Score -372250.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -372990.968750 Penalty: 4022.026367
	Iteration 3Q: 3 clusters Score -372991 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -373336.125000 Penalty: 4022.026367
	Iteration 4Q: 3 clusters Score -373336.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -374208.625000 Penalty: 4022.026367
	Iteration 5Q: 3 clusters Score -374208.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -375243.343750 Penalty: 4022.026367
	Iteration 6Q: 3 clusters Score -375243.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -375277.906250 Penalty: 4022.026367
	Iteration 7Q: 3 clusters Score -375277.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -375287.218750 Penalty: 4022.026367
	Iteration 8Q: 3 clusters Score -375287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -375290.093750 Penalty: 4022.026367
	Iteration 9Q: 3 clusters Score -375290.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -375290.093750 Penalty: 4022.026367
	Iteration 10F: 3 clusters Score -375290.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 152460 members 
Mstep: Class 4 contains 116488 members 
Mstep: Class 5 contains 30957 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 4842 members 
Mstep: Class 8 contains 52171 members 
Mstep: Class 9 contains 35443 members 
Mstep: Class 10 contains 23691 members 
Mstep: Class 11 contains 57339 members 
Mstep: Class 12 contains 54239 members 
Mstep: Class 13 contains 10774 members 
Mstep: Class 14 contains 183003 members 
Mstep: Class 15 contains 158801 members 
Mstep: Class 16 contains 79590 members 
Mstep: Class 17 contains 2255 members 
Mstep: Class 18 contains 39868 members 
Mstep: Class 19 contains 75804 members 
Mstep: Class 20 contains 3523 members 
Mstep: Class 21 contains 21672 members 
Mstep: Class 22 contains 43563 members 
Mstep: Class 23 contains 1069 members 
Entering Unmasked Estep 
Score: -157686624.000000 Penalty: 80147.195312
Splitting cluster 17 changes total score from -157668288.000000 to -157686624.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (39868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Entering Unmasked Estep 
Score: -4524736.000000 Penalty: 2627.145752
	Iteration 0F: 2 clusters Score -4524736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -4497880.500000 Penalty: 5254.291504
	Iteration 0F: 3 clusters Score -4497880 nChanged 18255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4510877.000000 Penalty: 5254.291504
	Iteration 1F: 3 clusters Score -4510877 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4515260.000000 Penalty: 5254.291504
	Iteration 2F: 3 clusters Score -4515260 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4520028.500000 Penalty: 5254.291504
	Iteration 3F: 3 clusters Score -4520028 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -4524209.000000 Penalty: 5254.291504
	Iteration 4F: 3 clusters Score -4524209 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -4526844.500000 Penalty: 5254.291504
	Iteration 5F: 3 clusters Score -4526844 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -4528402.500000 Penalty: 5254.291504
	Iteration 6F: 3 clusters Score -4528402 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -4529328.000000 Penalty: 5254.291504
	Iteration 7Q: 3 clusters Score -4529328 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -4529928.000000 Penalty: 5254.291504
	Iteration 8Q: 3 clusters Score -4529928 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4530335.000000 Penalty: 5254.291504
	Iteration 9Q: 3 clusters Score -4530335 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -4530516.500000 Penalty: 5254.291504
	Iteration 10Q: 3 clusters Score -4530516 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -4530600.000000 Penalty: 5254.291504
	Iteration 11Q: 3 clusters Score -4530600 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4530660.500000 Penalty: 5254.291504
	Iteration 12Q: 3 clusters Score -4530660 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -4530663.500000 Penalty: 5254.291504
	Iteration 13Q: 3 clusters Score -4530664 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4530678.500000 Penalty: 5254.291504
	Iteration 14Q: 3 clusters Score -4530678 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -4530697.000000 Penalty: 5254.291504
	Iteration 15Q: 3 clusters Score -4530697 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -4530704.000000 Penalty: 5254.291504
	Iteration 16Q: 3 clusters Score -4530704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -4530712.000000 Penalty: 5254.291504
	Iteration 17Q: 3 clusters Score -4530712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -4530703.500000 Penalty: 5254.291504
	Iteration 18Q: 3 clusters Score -4530704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4530697.500000 Penalty: 5254.291504
	Iteration 19Q: 3 clusters Score -4530698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -4530709.500000 Penalty: 5254.291504
	Iteration 20F: 3 clusters Score -4530710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -4530710.500000 Penalty: 5254.291504
	Iteration 21Q: 3 clusters Score -4530710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4530701.500000 Penalty: 5254.291504
	Iteration 22Q: 3 clusters Score -4530702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4530702.500000 Penalty: 5254.291504
	Iteration 23Q: 3 clusters Score -4530702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4530701.000000 Penalty: 5254.291504
	Iteration 24Q: 3 clusters Score -4530701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -4530697.000000 Penalty: 5254.291504
	Iteration 25Q: 3 clusters Score -4530697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4530696.500000 Penalty: 5254.291504
	Iteration 26Q: 3 clusters Score -4530696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -4530704.000000 Penalty: 5254.291504
	Iteration 27Q: 3 clusters Score -4530704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4530703.000000 Penalty: 5254.291504
	Iteration 28Q: 3 clusters Score -4530703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4530703.000000 Penalty: 5254.291504
	Iteration 29F: 3 clusters Score -4530703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 152460 members 
Mstep: Class 4 contains 116488 members 
Mstep: Class 5 contains 30957 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 4842 members 
Mstep: Class 8 contains 52171 members 
Mstep: Class 9 contains 35443 members 
Mstep: Class 10 contains 23691 members 
Mstep: Class 11 contains 57339 members 
Mstep: Class 12 contains 54239 members 
Mstep: Class 13 contains 10774 members 
Mstep: Class 14 contains 183003 members 
Mstep: Class 15 contains 158801 members 
Mstep: Class 16 contains 79590 members 
Mstep: Class 17 contains 2255 members 
Mstep: Class 18 contains 28601 members 
Mstep: Class 19 contains 75804 members 
Mstep: Class 20 contains 3523 members 
Mstep: Class 21 contains 21672 members 
Mstep: Class 22 contains 43563 members 
Mstep: Class 23 contains 1069 members 
Mstep: Class 24 contains 11267 members 
Entering Unmasked Estep 
Score: -157692016.000000 Penalty: 83631.859375
Splitting cluster 18 changes total score from -157668288.000000 to -157692016.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (75804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Entering Unmasked Estep 
Score: -9901098.000000 Penalty: 2786.504883
	Iteration 0F: 2 clusters Score -9901098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -9850290.000000 Penalty: 5573.009766
	Iteration 0F: 3 clusters Score -9850290 nChanged 35613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -9869828.000000 Penalty: 5573.009766
	Iteration 1F: 3 clusters Score -9869828 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -9870347.000000 Penalty: 5573.009766
	Iteration 2Q: 3 clusters Score -9870347 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -9870843.000000 Penalty: 5573.009766
	Iteration 3Q: 3 clusters Score -9870843 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -9871393.000000 Penalty: 5573.009766
	Iteration 4Q: 3 clusters Score -9871393 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -9872042.000000 Penalty: 5573.009766
	Iteration 5Q: 3 clusters Score -9872042 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -9873017.000000 Penalty: 5573.009766
	Iteration 6Q: 3 clusters Score -9873017 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -9874817.000000 Penalty: 5573.009766
	Iteration 7Q: 3 clusters Score -9874817 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -9877815.000000 Penalty: 5573.009766
	Iteration 8F: 3 clusters Score -9877815 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -9882793.000000 Penalty: 5573.009766
	Iteration 9F: 3 clusters Score -9882793 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -9889247.000000 Penalty: 5573.009766
	Iteration 10F: 3 clusters Score -9889247 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -9894807.000000 Penalty: 5573.009766
	Iteration 11F: 3 clusters Score -9894807 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -9897397.000000 Penalty: 5573.009766
	Iteration 12Q: 3 clusters Score -9897397 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 75397 members 
Entering Unmasked Estep 
Score: -9898165.000000 Penalty: 5573.009766
	Iteration 13Q: 3 clusters Score -9898165 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -9898382.000000 Penalty: 5573.009766
	Iteration 14Q: 3 clusters Score -9898382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 75608 members 
Entering Unmasked Estep 
Score: -9898478.000000 Penalty: 5573.009766
	Iteration 15Q: 3 clusters Score -9898478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -9898520.000000 Penalty: 5573.009766
	Iteration 16Q: 3 clusters Score -9898520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 75636 members 
Entering Unmasked Estep 
Score: -9898565.000000 Penalty: 5573.009766
	Iteration 17Q: 3 clusters Score -9898565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 75642 members 
Entering Unmasked Estep 
Score: -9898587.000000 Penalty: 5573.009766
	Iteration 18Q: 3 clusters Score -9898587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 75646 members 
Entering Unmasked Estep 
Score: -9898604.000000 Penalty: 5573.009766
	Iteration 19Q: 3 clusters Score -9898604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 75648 members 
Entering Unmasked Estep 
Score: -9898603.000000 Penalty: 5573.009766
	Iteration 20F: 3 clusters Score -9898603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -9898615.000000 Penalty: 5573.009766
	Iteration 21Q: 3 clusters Score -9898615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -9898618.000000 Penalty: 5573.009766
	Iteration 22Q: 3 clusters Score -9898618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -9898618.000000 Penalty: 5573.009766
	Iteration 23F: 3 clusters Score -9898618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 152460 members 
Mstep: Class 4 contains 116488 members 
Mstep: Class 5 contains 30957 members 
Mstep: Class 7 contains 4842 members 
Mstep: Class 8 contains 52171 members 
Mstep: Class 9 contains 35443 members 
Mstep: Class 10 contains 23691 members 
Mstep: Class 11 contains 57339 members 
Mstep: Class 12 contains 54239 members 
Mstep: Class 13 contains 10774 members 
Mstep: Class 14 contains 183003 members 
Mstep: Class 15 contains 158801 members 
Mstep: Class 16 contains 79590 members 
Mstep: Class 17 contains 2255 members 
Mstep: Class 18 contains 28601 members 
Mstep: Class 19 contains 75804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697984.000000 Penalty: 83631.859375
Iteration 39Q: 25 clusters Score -1.57698e+08 nChanged 15082
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 110467 members 
Mstep: Class 2 contains 6781 members 
Mstep: Class 3 contains 152490 members 
Mstep: Class 4 contains 115692 members 
Mstep: Class 5 contains 30807 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 51817 members 
Mstep: Class 9 contains 35794 members 
Mstep: Class 10 contains 23641 members 
Mstep: Class 11 contains 57348 members 
Mstep: Class 12 contains 54077 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 181957 members 
Mstep: Class 15 contains 159441 members 
Mstep: Class 16 contains 79825 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 30293 members 
Mstep: Class 19 contains 77416 members 
Mstep: Class 20 contains 3471 members 
Mstep: Class 21 contains 20561 members 
Mstep: Class 22 contains 41624 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 10430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704448.000000 Penalty: 83631.859375
Iteration 40F: 25 clusters Score -1.577044e+08 nChanged 13990
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 110294 members 
Mstep: Class 2 contains 7923 members 
Mstep: Class 3 contains 151659 members 
Mstep: Class 4 contains 115033 members 
Mstep: Class 5 contains 30619 members 
Mstep: Class 6 contains 2839 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 51287 members 
Mstep: Class 9 contains 35898 members 
Mstep: Class 10 contains 22922 members 
Mstep: Class 11 contains 57210 members 
Mstep: Class 12 contains 53960 members 
Mstep: Class 13 contains 11088 members 
Mstep: Class 14 contains 180486 members 
Mstep: Class 15 contains 159230 members 
Mstep: Class 16 contains 79740 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 30183 members 
Mstep: Class 19 contains 79054 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 20851 members 
Mstep: Class 22 contains 42289 members 
Mstep: Class 23 contains 1059 members 
Mstep: Class 24 contains 10962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706928.000000 Penalty: 83631.859375
Iteration 41Q: 25 clusters Score -1.577069e+08 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 8811 members 
Mstep: Class 3 contains 151091 members 
Mstep: Class 4 contains 114699 members 
Mstep: Class 5 contains 30516 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 50961 members 
Mstep: Class 9 contains 36042 members 
Mstep: Class 10 contains 22466 members 
Mstep: Class 11 contains 56959 members 
Mstep: Class 12 contains 53833 members 
Mstep: Class 13 contains 11269 members 
Mstep: Class 14 contains 179249 members 
Mstep: Class 15 contains 159129 members 
Mstep: Class 16 contains 79643 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 30146 members 
Mstep: Class 19 contains 80618 members 
Mstep: Class 20 contains 4571 members 
Mstep: Class 21 contains 21004 members 
Mstep: Class 22 contains 42541 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 11169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709216.000000 Penalty: 83631.859375
Iteration 42Q: 25 clusters Score -1.577092e+08 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109911 members 
Mstep: Class 2 contains 9510 members 
Mstep: Class 3 contains 150642 members 
Mstep: Class 4 contains 114506 members 
Mstep: Class 5 contains 30463 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 4462 members 
Mstep: Class 8 contains 50750 members 
Mstep: Class 9 contains 36102 members 
Mstep: Class 10 contains 22169 members 
Mstep: Class 11 contains 56617 members 
Mstep: Class 12 contains 53756 members 
Mstep: Class 13 contains 11419 members 
Mstep: Class 14 contains 178114 members 
Mstep: Class 15 contains 159005 members 
Mstep: Class 16 contains 79569 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 30109 members 
Mstep: Class 19 contains 82254 members 
Mstep: Class 20 contains 4839 members 
Mstep: Class 21 contains 21149 members 
Mstep: Class 22 contains 42688 members 
Mstep: Class 23 contains 1060 members 
Mstep: Class 24 contains 11194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710448.000000 Penalty: 83631.859375
Iteration 43Q: 25 clusters Score -1.577104e+08 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109734 members 
Mstep: Class 2 contains 10091 members 
Mstep: Class 3 contains 150275 members 
Mstep: Class 4 contains 114383 members 
Mstep: Class 5 contains 30431 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 4445 members 
Mstep: Class 8 contains 50623 members 
Mstep: Class 9 contains 36159 members 
Mstep: Class 10 contains 21976 members 
Mstep: Class 11 contains 56273 members 
Mstep: Class 12 contains 53685 members 
Mstep: Class 13 contains 11535 members 
Mstep: Class 14 contains 177084 members 
Mstep: Class 15 contains 158833 members 
Mstep: Class 16 contains 79494 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 30026 members 
Mstep: Class 19 contains 83868 members 
Mstep: Class 20 contains 5058 members 
Mstep: Class 21 contains 21291 members 
Mstep: Class 22 contains 42778 members 
Mstep: Class 23 contains 1060 members 
Mstep: Class 24 contains 11134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711632.000000 Penalty: 83631.859375
Iteration 44Q: 25 clusters Score -1.577116e+08 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109590 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 149952 members 
Mstep: Class 4 contains 114293 members 
Mstep: Class 5 contains 30417 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 50534 members 
Mstep: Class 9 contains 36213 members 
Mstep: Class 10 contains 21858 members 
Mstep: Class 11 contains 55921 members 
Mstep: Class 12 contains 53637 members 
Mstep: Class 13 contains 11623 members 
Mstep: Class 14 contains 176116 members 
Mstep: Class 15 contains 158632 members 
Mstep: Class 16 contains 79411 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 29925 members 
Mstep: Class 19 contains 85513 members 
Mstep: Class 20 contains 5226 members 
Mstep: Class 21 contains 21409 members 
Mstep: Class 22 contains 42833 members 
Mstep: Class 23 contains 1062 members 
Mstep: Class 24 contains 11049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712400.000000 Penalty: 83631.859375
Iteration 45Q: 25 clusters Score -1.577124e+08 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109451 members 
Mstep: Class 2 contains 10920 members 
Mstep: Class 3 contains 149627 members 
Mstep: Class 4 contains 114226 members 
Mstep: Class 5 contains 30410 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 50485 members 
Mstep: Class 9 contains 36262 members 
Mstep: Class 10 contains 21771 members 
Mstep: Class 11 contains 55530 members 
Mstep: Class 12 contains 53600 members 
Mstep: Class 13 contains 11720 members 
Mstep: Class 14 contains 175176 members 
Mstep: Class 15 contains 158460 members 
Mstep: Class 16 contains 79337 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 29813 members 
Mstep: Class 19 contains 87127 members 
Mstep: Class 20 contains 5341 members 
Mstep: Class 21 contains 21491 members 
Mstep: Class 22 contains 42900 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 11003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712720.000000 Penalty: 83631.859375
Iteration 46Q: 25 clusters Score -1.577127e+08 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109335 members 
Mstep: Class 2 contains 11230 members 
Mstep: Class 3 contains 149330 members 
Mstep: Class 4 contains 114193 members 
Mstep: Class 5 contains 30412 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 50465 members 
Mstep: Class 9 contains 36271 members 
Mstep: Class 10 contains 21708 members 
Mstep: Class 11 contains 55108 members 
Mstep: Class 12 contains 53569 members 
Mstep: Class 13 contains 11797 members 
Mstep: Class 14 contains 174262 members 
Mstep: Class 15 contains 158239 members 
Mstep: Class 16 contains 79269 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 29712 members 
Mstep: Class 19 contains 88821 members 
Mstep: Class 20 contains 5418 members 
Mstep: Class 21 contains 21596 members 
Mstep: Class 22 contains 42948 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 10945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712608.000000 Penalty: 83631.859375
Iteration 47Q: 25 clusters Score -1.577126e+08 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109243 members 
Mstep: Class 2 contains 11496 members 
Mstep: Class 3 contains 149098 members 
Mstep: Class 4 contains 114156 members 
Mstep: Class 5 contains 30411 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 4445 members 
Mstep: Class 8 contains 50461 members 
Mstep: Class 9 contains 36278 members 
Mstep: Class 10 contains 21657 members 
Mstep: Class 11 contains 54661 members 
Mstep: Class 12 contains 53538 members 
Mstep: Class 13 contains 11869 members 
Mstep: Class 14 contains 173312 members 
Mstep: Class 15 contains 157966 members 
Mstep: Class 16 contains 79214 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 29633 members 
Mstep: Class 19 contains 90556 members 
Mstep: Class 20 contains 5484 members 
Mstep: Class 21 contains 21685 members 
Mstep: Class 22 contains 43011 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 10893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712960.000000 Penalty: 83631.859375
Iteration 48Q: 25 clusters Score -1.57713e+08 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109153 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 3 contains 148878 members 
Mstep: Class 4 contains 114131 members 
Mstep: Class 5 contains 30416 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 4446 members 
Mstep: Class 8 contains 50453 members 
Mstep: Class 9 contains 36259 members 
Mstep: Class 10 contains 21626 members 
Mstep: Class 11 contains 54224 members 
Mstep: Class 12 contains 53510 members 
Mstep: Class 13 contains 11928 members 
Mstep: Class 14 contains 172386 members 
Mstep: Class 15 contains 157687 members 
Mstep: Class 16 contains 79160 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 29562 members 
Mstep: Class 19 contains 92297 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 21757 members 
Mstep: Class 22 contains 43062 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713456.000000 Penalty: 83631.859375
Iteration 49Q: 25 clusters Score -1.577135e+08 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109111 members 
Mstep: Class 2 contains 11932 members 
Mstep: Class 3 contains 148690 members 
Mstep: Class 4 contains 114122 members 
Mstep: Class 5 contains 30427 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 4449 members 
Mstep: Class 8 contains 50448 members 
Mstep: Class 9 contains 36226 members 
Mstep: Class 10 contains 21599 members 
Mstep: Class 11 contains 53769 members 
Mstep: Class 12 contains 53478 members 
Mstep: Class 13 contains 11980 members 
Mstep: Class 14 contains 171482 members 
Mstep: Class 15 contains 157340 members 
Mstep: Class 16 contains 79121 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 29476 members 
Mstep: Class 19 contains 94085 members 
Mstep: Class 20 contains 5573 members 
Mstep: Class 21 contains 21790 members 
Mstep: Class 22 contains 43113 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 10843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712976.000000 Penalty: 83631.859375
Iteration 50Q: 25 clusters Score -1.57713e+08 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109059 members 
Mstep: Class 2 contains 12126 members 
Mstep: Class 3 contains 148526 members 
Mstep: Class 4 contains 114109 members 
Mstep: Class 5 contains 30437 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 4461 members 
Mstep: Class 8 contains 50489 members 
Mstep: Class 9 contains 36197 members 
Mstep: Class 10 contains 21586 members 
Mstep: Class 11 contains 53346 members 
Mstep: Class 12 contains 53461 members 
Mstep: Class 13 contains 12029 members 
Mstep: Class 14 contains 170584 members 
Mstep: Class 15 contains 156982 members 
Mstep: Class 16 contains 79092 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 29377 members 
Mstep: Class 19 contains 95787 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 21817 members 
Mstep: Class 22 contains 43146 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 10838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713008.000000 Penalty: 83631.859375
Iteration 51Q: 25 clusters Score -1.57713e+08 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109003 members 
Mstep: Class 2 contains 12302 members 
Mstep: Class 3 contains 148371 members 
Mstep: Class 4 contains 114096 members 
Mstep: Class 5 contains 30438 members 
Mstep: Class 6 contains 3195 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 50518 members 
Mstep: Class 9 contains 36168 members 
Mstep: Class 10 contains 21572 members 
Mstep: Class 11 contains 52933 members 
Mstep: Class 12 contains 53438 members 
Mstep: Class 13 contains 12063 members 
Mstep: Class 14 contains 169714 members 
Mstep: Class 15 contains 156577 members 
Mstep: Class 16 contains 79068 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 29293 members 
Mstep: Class 19 contains 97518 members 
Mstep: Class 20 contains 5632 members 
Mstep: Class 21 contains 21853 members 
Mstep: Class 22 contains 43190 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713184.000000 Penalty: 83631.859375
Iteration 52Q: 25 clusters Score -1.577132e+08 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108978 members 
Mstep: Class 2 contains 12437 members 
Mstep: Class 3 contains 148193 members 
Mstep: Class 4 contains 114084 members 
Mstep: Class 5 contains 30431 members 
Mstep: Class 6 contains 3202 members 
Mstep: Class 7 contains 4482 members 
Mstep: Class 8 contains 50537 members 
Mstep: Class 9 contains 36137 members 
Mstep: Class 10 contains 21564 members 
Mstep: Class 11 contains 52558 members 
Mstep: Class 12 contains 53427 members 
Mstep: Class 13 contains 12092 members 
Mstep: Class 14 contains 168870 members 
Mstep: Class 15 contains 156156 members 
Mstep: Class 16 contains 79075 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 29218 members 
Mstep: Class 19 contains 99197 members 
Mstep: Class 20 contains 5652 members 
Mstep: Class 21 contains 21902 members 
Mstep: Class 22 contains 43228 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 10822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713248.000000 Penalty: 83631.859375
Iteration 53Q: 25 clusters Score -1.577132e+08 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108962 members 
Mstep: Class 2 contains 12563 members 
Mstep: Class 3 contains 148042 members 
Mstep: Class 4 contains 114074 members 
Mstep: Class 5 contains 30430 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 4488 members 
Mstep: Class 8 contains 50524 members 
Mstep: Class 9 contains 36124 members 
Mstep: Class 10 contains 21554 members 
Mstep: Class 11 contains 52176 members 
Mstep: Class 12 contains 53418 members 
Mstep: Class 13 contains 12110 members 
Mstep: Class 14 contains 167954 members 
Mstep: Class 15 contains 155726 members 
Mstep: Class 16 contains 79071 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 29155 members 
Mstep: Class 19 contains 101008 members 
Mstep: Class 20 contains 5663 members 
Mstep: Class 21 contains 21920 members 
Mstep: Class 22 contains 43244 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 10823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713936.000000 Penalty: 83631.859375
Iteration 54Q: 25 clusters Score -1.577139e+08 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108951 members 
Mstep: Class 2 contains 12712 members 
Mstep: Class 3 contains 147893 members 
Mstep: Class 4 contains 114067 members 
Mstep: Class 5 contains 30421 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 8 contains 50513 members 
Mstep: Class 9 contains 36091 members 
Mstep: Class 10 contains 21544 members 
Mstep: Class 11 contains 51775 members 
Mstep: Class 12 contains 53405 members 
Mstep: Class 13 contains 12136 members 
Mstep: Class 14 contains 167068 members 
Mstep: Class 15 contains 155239 members 
Mstep: Class 16 contains 79080 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 29079 members 
Mstep: Class 19 contains 102865 members 
Mstep: Class 20 contains 5675 members 
Mstep: Class 21 contains 21933 members 
Mstep: Class 22 contains 43255 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 10822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714032.000000 Penalty: 83631.859375
Iteration 55Q: 25 clusters Score -1.57714e+08 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 12836 members 
Mstep: Class 3 contains 147730 members 
Mstep: Class 4 contains 114059 members 
Mstep: Class 5 contains 30403 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 4514 members 
Mstep: Class 8 contains 50488 members 
Mstep: Class 9 contains 36037 members 
Mstep: Class 10 contains 21541 members 
Mstep: Class 11 contains 51356 members 
Mstep: Class 12 contains 53386 members 
Mstep: Class 13 contains 12153 members 
Mstep: Class 14 contains 166190 members 
Mstep: Class 15 contains 154773 members 
Mstep: Class 16 contains 79093 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 29010 members 
Mstep: Class 19 contains 104748 members 
Mstep: Class 20 contains 5687 members 
Mstep: Class 21 contains 21970 members 
Mstep: Class 22 contains 43286 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 10817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714448.000000 Penalty: 83631.859375
Iteration 56Q: 25 clusters Score -1.577144e+08 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108947 members 
Mstep: Class 2 contains 12942 members 
Mstep: Class 3 contains 147560 members 
Mstep: Class 4 contains 114061 members 
Mstep: Class 5 contains 30386 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 4529 members 
Mstep: Class 8 contains 50487 members 
Mstep: Class 9 contains 35984 members 
Mstep: Class 10 contains 21542 members 
Mstep: Class 11 contains 50912 members 
Mstep: Class 12 contains 53382 members 
Mstep: Class 13 contains 12164 members 
Mstep: Class 14 contains 165326 members 
Mstep: Class 15 contains 154308 members 
Mstep: Class 16 contains 79126 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 28954 members 
Mstep: Class 19 contains 106595 members 
Mstep: Class 20 contains 5695 members 
Mstep: Class 21 contains 21986 members 
Mstep: Class 22 contains 43329 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 10807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714672.000000 Penalty: 83631.859375
Iteration 57Q: 25 clusters Score -1.577147e+08 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108937 members 
Mstep: Class 2 contains 13021 members 
Mstep: Class 3 contains 147403 members 
Mstep: Class 4 contains 114062 members 
Mstep: Class 5 contains 30374 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 4538 members 
Mstep: Class 8 contains 50487 members 
Mstep: Class 9 contains 35932 members 
Mstep: Class 10 contains 21544 members 
Mstep: Class 11 contains 50420 members 
Mstep: Class 12 contains 53378 members 
Mstep: Class 13 contains 12178 members 
Mstep: Class 14 contains 164502 members 
Mstep: Class 15 contains 153903 members 
Mstep: Class 16 contains 79130 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 28882 members 
Mstep: Class 19 contains 108429 members 
Mstep: Class 20 contains 5707 members 
Mstep: Class 21 contains 22028 members 
Mstep: Class 22 contains 43358 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 10805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714720.000000 Penalty: 83631.859375
Iteration 58Q: 25 clusters Score -1.577147e+08 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108923 members 
Mstep: Class 2 contains 13092 members 
Mstep: Class 3 contains 147274 members 
Mstep: Class 4 contains 114070 members 
Mstep: Class 5 contains 30370 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 4551 members 
Mstep: Class 8 contains 50482 members 
Mstep: Class 9 contains 35888 members 
Mstep: Class 10 contains 21540 members 
Mstep: Class 11 contains 49923 members 
Mstep: Class 12 contains 53370 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 14 contains 163623 members 
Mstep: Class 15 contains 153452 members 
Mstep: Class 16 contains 79112 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 28815 members 
Mstep: Class 19 contains 110397 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 22040 members 
Mstep: Class 22 contains 43378 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 10798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714976.000000 Penalty: 83631.859375
Iteration 59Q: 25 clusters Score -1.57715e+08 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108909 members 
Mstep: Class 2 contains 13149 members 
Mstep: Class 3 contains 147174 members 
Mstep: Class 4 contains 114074 members 
Mstep: Class 5 contains 30377 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 4559 members 
Mstep: Class 8 contains 50488 members 
Mstep: Class 9 contains 35839 members 
Mstep: Class 10 contains 21535 members 
Mstep: Class 11 contains 49406 members 
Mstep: Class 12 contains 53366 members 
Mstep: Class 13 contains 12206 members 
Mstep: Class 14 contains 162765 members 
Mstep: Class 15 contains 153008 members 
Mstep: Class 16 contains 79092 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 28752 members 
Mstep: Class 19 contains 112313 members 
Mstep: Class 20 contains 5732 members 
Mstep: Class 21 contains 22072 members 
Mstep: Class 22 contains 43412 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 10790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157715136.000000 Penalty: 83631.859375
Iteration 60F: 25 clusters Score -1.577151e+08 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 13228 members 
Mstep: Class 3 contains 147060 members 
Mstep: Class 4 contains 114072 members 
Mstep: Class 5 contains 30363 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 4569 members 
Mstep: Class 8 contains 50470 members 
Mstep: Class 9 contains 35805 members 
Mstep: Class 10 contains 21533 members 
Mstep: Class 11 contains 48908 members 
Mstep: Class 12 contains 53358 members 
Mstep: Class 13 contains 12216 members 
Mstep: Class 14 contains 161903 members 
Mstep: Class 15 contains 152594 members 
Mstep: Class 16 contains 79072 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 28629 members 
Mstep: Class 19 contains 114214 members 
Mstep: Class 20 contains 5791 members 
Mstep: Class 21 contains 22110 members 
Mstep: Class 22 contains 43476 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 10775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157715808.000000 Penalty: 83631.859375
Iteration 61Q: 25 clusters Score -1.577158e+08 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108852 members 
Mstep: Class 2 contains 13302 members 
Mstep: Class 3 contains 146945 members 
Mstep: Class 4 contains 114064 members 
Mstep: Class 5 contains 30358 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 4575 members 
Mstep: Class 8 contains 50486 members 
Mstep: Class 9 contains 35763 members 
Mstep: Class 10 contains 21533 members 
Mstep: Class 11 contains 48431 members 
Mstep: Class 12 contains 53356 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 161003 members 
Mstep: Class 15 contains 152234 members 
Mstep: Class 16 contains 79045 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 28542 members 
Mstep: Class 19 contains 116076 members 
Mstep: Class 20 contains 5826 members 
Mstep: Class 21 contains 22141 members 
Mstep: Class 22 contains 43497 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10762 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 25 clusters Score -1.577158e+08 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108839 members 
Mstep: Class 2 contains 13360 members 
Mstep: Class 3 contains 146849 members 
Mstep: Class 4 contains 114068 members 
Mstep: Class 5 contains 30355 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 4580 members 
Mstep: Class 8 contains 50467 members 
Mstep: Class 9 contains 35714 members 
Mstep: Class 10 contains 21531 members 
Mstep: Class 11 contains 47959 members 
Mstep: Class 12 contains 53358 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 160113 members 
Mstep: Class 15 contains 151879 members 
Mstep: Class 16 contains 78999 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 28472 members 
Mstep: Class 19 contains 117958 members 
Mstep: Class 20 contains 5851 members 
Mstep: Class 21 contains 22147 members 
Mstep: Class 22 contains 43538 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10751 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 25 clusters Score -1.57716e+08 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 13406 members 
Mstep: Class 3 contains 146778 members 
Mstep: Class 4 contains 114072 members 
Mstep: Class 5 contains 30349 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 4586 members 
Mstep: Class 8 contains 50430 members 
Mstep: Class 9 contains 35646 members 
Mstep: Class 10 contains 21531 members 
Mstep: Class 11 contains 47497 members 
Mstep: Class 12 contains 53359 members 
Mstep: Class 13 contains 12223 members 
Mstep: Class 14 contains 159232 members 
Mstep: Class 15 contains 151517 members 
Mstep: Class 16 contains 78961 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 28412 members 
Mstep: Class 19 contains 119845 members 
Mstep: Class 20 contains 5873 members 
Mstep: Class 21 contains 22150 members 
Mstep: Class 22 contains 43564 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10748 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 25 clusters Score -1.577165e+08 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108846 members 
Mstep: Class 2 contains 13462 members 
Mstep: Class 3 contains 146716 members 
Mstep: Class 4 contains 114068 members 
Mstep: Class 5 contains 30343 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 4589 members 
Mstep: Class 8 contains 50402 members 
Mstep: Class 9 contains 35588 members 
Mstep: Class 10 contains 21534 members 
Mstep: Class 11 contains 47032 members 
Mstep: Class 12 contains 53355 members 
Mstep: Class 13 contains 12221 members 
Mstep: Class 14 contains 158341 members 
Mstep: Class 15 contains 151177 members 
Mstep: Class 16 contains 78913 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 28358 members 
Mstep: Class 19 contains 121705 members 
Mstep: Class 20 contains 5895 members 
Mstep: Class 21 contains 22152 members 
Mstep: Class 22 contains 43572 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10751 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 25 clusters Score -1.577165e+08 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108848 members 
Mstep: Class 2 contains 13512 members 
Mstep: Class 3 contains 146656 members 
Mstep: Class 4 contains 114060 members 
Mstep: Class 5 contains 30334 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 4593 members 
Mstep: Class 8 contains 50384 members 
Mstep: Class 9 contains 35533 members 
Mstep: Class 10 contains 21532 members 
Mstep: Class 11 contains 46556 members 
Mstep: Class 12 contains 53351 members 
Mstep: Class 13 contains 12224 members 
Mstep: Class 14 contains 157424 members 
Mstep: Class 15 contains 150852 members 
Mstep: Class 16 contains 78863 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 28323 members 
Mstep: Class 19 contains 123558 members 
Mstep: Class 20 contains 5922 members 
Mstep: Class 21 contains 22162 members 
Mstep: Class 22 contains 43579 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157716528.000000 Penalty: 83631.859375
Iteration 66Q: 25 clusters Score -1.577165e+08 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108842 members 
Mstep: Class 2 contains 13561 members 
Mstep: Class 3 contains 146609 members 
Mstep: Class 4 contains 114065 members 
Mstep: Class 5 contains 30323 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 50382 members 
Mstep: Class 9 contains 35482 members 
Mstep: Class 10 contains 21531 members 
Mstep: Class 11 contains 46122 members 
Mstep: Class 12 contains 53350 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 156492 members 
Mstep: Class 15 contains 150508 members 
Mstep: Class 16 contains 78803 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 28274 members 
Mstep: Class 19 contains 125385 members 
Mstep: Class 20 contains 5941 members 
Mstep: Class 21 contains 22176 members 
Mstep: Class 22 contains 43605 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717248.000000 Penalty: 83631.859375
Iteration 67Q: 25 clusters Score -1.577172e+08 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 13587 members 
Mstep: Class 3 contains 146550 members 
Mstep: Class 4 contains 114068 members 
Mstep: Class 5 contains 30310 members 
Mstep: Class 6 contains 3227 members 
Mstep: Class 7 contains 4609 members 
Mstep: Class 8 contains 50365 members 
Mstep: Class 9 contains 35424 members 
Mstep: Class 10 contains 21529 members 
Mstep: Class 11 contains 45688 members 
Mstep: Class 12 contains 53353 members 
Mstep: Class 13 contains 12233 members 
Mstep: Class 14 contains 155551 members 
Mstep: Class 15 contains 150226 members 
Mstep: Class 16 contains 78726 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 28223 members 
Mstep: Class 19 contains 127211 members 
Mstep: Class 20 contains 5958 members 
Mstep: Class 21 contains 22193 members 
Mstep: Class 22 contains 43627 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717296.000000 Penalty: 83631.859375
Iteration 68Q: 25 clusters Score -1.577173e+08 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 13625 members 
Mstep: Class 3 contains 146504 members 
Mstep: Class 4 contains 114068 members 
Mstep: Class 5 contains 30295 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 8 contains 50363 members 
Mstep: Class 9 contains 35392 members 
Mstep: Class 10 contains 21530 members 
Mstep: Class 11 contains 45215 members 
Mstep: Class 12 contains 53347 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 154591 members 
Mstep: Class 15 contains 149919 members 
Mstep: Class 16 contains 78682 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 28180 members 
Mstep: Class 19 contains 129073 members 
Mstep: Class 20 contains 5984 members 
Mstep: Class 21 contains 22205 members 
Mstep: Class 22 contains 43624 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717536.000000 Penalty: 83631.859375
Iteration 69Q: 25 clusters Score -1.577175e+08 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108828 members 
Mstep: Class 2 contains 13649 members 
Mstep: Class 3 contains 146461 members 
Mstep: Class 4 contains 114071 members 
Mstep: Class 5 contains 30286 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 50372 members 
Mstep: Class 9 contains 35369 members 
Mstep: Class 10 contains 21530 members 
Mstep: Class 11 contains 44766 members 
Mstep: Class 12 contains 53341 members 
Mstep: Class 13 contains 12223 members 
Mstep: Class 14 contains 153729 members 
Mstep: Class 15 contains 149612 members 
Mstep: Class 16 contains 78637 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 28131 members 
Mstep: Class 19 contains 130795 members 
Mstep: Class 20 contains 6010 members 
Mstep: Class 21 contains 22206 members 
Mstep: Class 22 contains 43632 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 10745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718208.000000 Penalty: 83631.859375
Iteration 70Q: 25 clusters Score -1.577182e+08 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108820 members 
Mstep: Class 2 contains 13675 members 
Mstep: Class 3 contains 146436 members 
Mstep: Class 4 contains 114067 members 
Mstep: Class 5 contains 30279 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 4639 members 
Mstep: Class 8 contains 50379 members 
Mstep: Class 9 contains 35337 members 
Mstep: Class 10 contains 21534 members 
Mstep: Class 11 contains 44328 members 
Mstep: Class 12 contains 53338 members 
Mstep: Class 13 contains 12216 members 
Mstep: Class 14 contains 152923 members 
Mstep: Class 15 contains 149302 members 
Mstep: Class 16 contains 78570 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 28094 members 
Mstep: Class 19 contains 132454 members 
Mstep: Class 20 contains 6038 members 
Mstep: Class 21 contains 22203 members 
Mstep: Class 22 contains 43644 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718064.000000 Penalty: 83631.859375
Iteration 71Q: 25 clusters Score -1.577181e+08 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108813 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 146413 members 
Mstep: Class 4 contains 114062 members 
Mstep: Class 5 contains 30271 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 50372 members 
Mstep: Class 9 contains 35320 members 
Mstep: Class 10 contains 21537 members 
Mstep: Class 11 contains 43879 members 
Mstep: Class 12 contains 53332 members 
Mstep: Class 13 contains 12214 members 
Mstep: Class 14 contains 152154 members 
Mstep: Class 15 contains 148985 members 
Mstep: Class 16 contains 78515 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 28061 members 
Mstep: Class 19 contains 134090 members 
Mstep: Class 20 contains 6058 members 
Mstep: Class 21 contains 22210 members 
Mstep: Class 22 contains 43638 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718496.000000 Penalty: 83631.859375
Iteration 72Q: 25 clusters Score -1.577185e+08 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108818 members 
Mstep: Class 2 contains 13705 members 
Mstep: Class 3 contains 146367 members 
Mstep: Class 4 contains 114058 members 
Mstep: Class 5 contains 30260 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 4667 members 
Mstep: Class 8 contains 50329 members 
Mstep: Class 9 contains 35295 members 
Mstep: Class 10 contains 21540 members 
Mstep: Class 11 contains 43417 members 
Mstep: Class 12 contains 53337 members 
Mstep: Class 13 contains 12208 members 
Mstep: Class 14 contains 151440 members 
Mstep: Class 15 contains 148742 members 
Mstep: Class 16 contains 78468 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 19 contains 135679 members 
Mstep: Class 20 contains 6075 members 
Mstep: Class 21 contains 22213 members 
Mstep: Class 22 contains 43634 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718656.000000 Penalty: 83631.859375
Iteration 73Q: 25 clusters Score -1.577187e+08 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108830 members 
Mstep: Class 2 contains 13722 members 
Mstep: Class 3 contains 146325 members 
Mstep: Class 4 contains 114052 members 
Mstep: Class 5 contains 30250 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50312 members 
Mstep: Class 9 contains 35265 members 
Mstep: Class 10 contains 21543 members 
Mstep: Class 11 contains 42941 members 
Mstep: Class 12 contains 53339 members 
Mstep: Class 13 contains 12207 members 
Mstep: Class 14 contains 150715 members 
Mstep: Class 15 contains 148502 members 
Mstep: Class 16 contains 78431 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 27991 members 
Mstep: Class 19 contains 137244 members 
Mstep: Class 20 contains 6088 members 
Mstep: Class 21 contains 22192 members 
Mstep: Class 22 contains 43645 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719072.000000 Penalty: 83631.859375
Iteration 74Q: 25 clusters Score -1.577191e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 13738 members 
Mstep: Class 3 contains 146269 members 
Mstep: Class 4 contains 114043 members 
Mstep: Class 5 contains 30246 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 50301 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 21545 members 
Mstep: Class 11 contains 42415 members 
Mstep: Class 12 contains 53342 members 
Mstep: Class 13 contains 12207 members 
Mstep: Class 14 contains 149989 members 
Mstep: Class 15 contains 148331 members 
Mstep: Class 16 contains 78390 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 27969 members 
Mstep: Class 19 contains 138832 members 
Mstep: Class 20 contains 6101 members 
Mstep: Class 21 contains 22162 members 
Mstep: Class 22 contains 43647 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720064.000000 Penalty: 83631.859375
Iteration 75Q: 25 clusters Score -1.577201e+08 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 13753 members 
Mstep: Class 3 contains 146207 members 
Mstep: Class 4 contains 114034 members 
Mstep: Class 5 contains 30242 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 50312 members 
Mstep: Class 9 contains 35160 members 
Mstep: Class 10 contains 21546 members 
Mstep: Class 11 contains 41905 members 
Mstep: Class 12 contains 53341 members 
Mstep: Class 13 contains 12205 members 
Mstep: Class 14 contains 149246 members 
Mstep: Class 15 contains 148194 members 
Mstep: Class 16 contains 78331 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 27932 members 
Mstep: Class 19 contains 140357 members 
Mstep: Class 20 contains 6115 members 
Mstep: Class 21 contains 22147 members 
Mstep: Class 22 contains 43678 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719760.000000 Penalty: 83631.859375
Iteration 76Q: 25 clusters Score -1.577198e+08 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 13771 members 
Mstep: Class 3 contains 146152 members 
Mstep: Class 4 contains 114031 members 
Mstep: Class 5 contains 30233 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 4724 members 
Mstep: Class 8 contains 50317 members 
Mstep: Class 9 contains 35130 members 
Mstep: Class 10 contains 21545 members 
Mstep: Class 11 contains 41348 members 
Mstep: Class 12 contains 53349 members 
Mstep: Class 13 contains 12202 members 
Mstep: Class 14 contains 148578 members 
Mstep: Class 15 contains 147982 members 
Mstep: Class 16 contains 78280 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 27895 members 
Mstep: Class 19 contains 141878 members 
Mstep: Class 20 contains 6128 members 
Mstep: Class 21 contains 22135 members 
Mstep: Class 22 contains 43733 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719888.000000 Penalty: 83631.859375
Iteration 77Q: 25 clusters Score -1.577199e+08 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108881 members 
Mstep: Class 2 contains 13780 members 
Mstep: Class 3 contains 146085 members 
Mstep: Class 4 contains 114026 members 
Mstep: Class 5 contains 30228 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 4732 members 
Mstep: Class 8 contains 50322 members 
Mstep: Class 9 contains 35099 members 
Mstep: Class 10 contains 21541 members 
Mstep: Class 11 contains 40805 members 
Mstep: Class 12 contains 53354 members 
Mstep: Class 13 contains 12195 members 
Mstep: Class 14 contains 147881 members 
Mstep: Class 15 contains 147819 members 
Mstep: Class 16 contains 78237 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 27862 members 
Mstep: Class 19 contains 143383 members 
Mstep: Class 20 contains 6148 members 
Mstep: Class 21 contains 22114 members 
Mstep: Class 22 contains 43767 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719696.000000 Penalty: 83631.859375
Iteration 78Q: 25 clusters Score -1.577197e+08 nChanged 2712
Entering ConstructFrom: 
Score: -157719696.000000 Penalty: 83631.859375
Entering ConstructFrom: 
Trying to split cluster 1 (108894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Entering Unmasked Estep 
Score: -13795232.000000 Penalty: 2876.336182
	Iteration 0F: 2 clusters Score -1.379523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -13722239.000000 Penalty: 5752.672363
	Iteration 0F: 3 clusters Score -1.372224e+07 nChanged 51552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -13751966.000000 Penalty: 5752.672363
	Iteration 1F: 3 clusters Score -1.375197e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -13752809.000000 Penalty: 5752.672363
	Iteration 2Q: 3 clusters Score -1.375281e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -13753804.000000 Penalty: 5752.672363
	Iteration 3Q: 3 clusters Score -1.37538e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -13755105.000000 Penalty: 5752.672363
	Iteration 4Q: 3 clusters Score -1.37551e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -13757100.000000 Penalty: 5752.672363
	Iteration 5Q: 3 clusters Score -1.37571e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -13759961.000000 Penalty: 5752.672363
	Iteration 6F: 3 clusters Score -1.375996e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 74297 members 
Entering Unmasked Estep 
Score: -13764176.000000 Penalty: 5752.672363
	Iteration 7F: 3 clusters Score -1.376418e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -13770081.000000 Penalty: 5752.672363
	Iteration 8F: 3 clusters Score -1.377008e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -13776499.000000 Penalty: 5752.672363
	Iteration 9F: 3 clusters Score -1.37765e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -13782197.000000 Penalty: 5752.672363
	Iteration 10F: 3 clusters Score -1.37822e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 99595 members 
Entering Unmasked Estep 
Score: -13786533.000000 Penalty: 5752.672363
	Iteration 11Q: 3 clusters Score -1.378653e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -13789156.000000 Penalty: 5752.672363
	Iteration 12Q: 3 clusters Score -1.378916e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -13790719.000000 Penalty: 5752.672363
	Iteration 13Q: 3 clusters Score -1.379072e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 105913 members 
Entering Unmasked Estep 
Score: -13791598.000000 Penalty: 5752.672363
	Iteration 14Q: 3 clusters Score -1.37916e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 106588 members 
Entering Unmasked Estep 
Score: -13792064.000000 Penalty: 5752.672363
	Iteration 15Q: 3 clusters Score -1.379206e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 106985 members 
Entering Unmasked Estep 
Score: -13792318.000000 Penalty: 5752.672363
	Iteration 16Q: 3 clusters Score -1.379232e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 107232 members 
Entering Unmasked Estep 
Score: -13792463.000000 Penalty: 5752.672363
	Iteration 17Q: 3 clusters Score -1.379246e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -13792560.000000 Penalty: 5752.672363
	Iteration 18Q: 3 clusters Score -1.379256e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 107524 members 
Entering Unmasked Estep 
Score: -13792644.000000 Penalty: 5752.672363
	Iteration 19Q: 3 clusters Score -1.379264e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 107604 members 
Entering Unmasked Estep 
Score: -13792698.000000 Penalty: 5752.672363
	Iteration 20F: 3 clusters Score -1.37927e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 107656 members 
Entering Unmasked Estep 
Score: -13792736.000000 Penalty: 5752.672363
	Iteration 21Q: 3 clusters Score -1.379274e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 107702 members 
Entering Unmasked Estep 
Score: -13792736.000000 Penalty: 5752.672363
	Iteration 22Q: 3 clusters Score -1.379274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 107728 members 
Entering Unmasked Estep 
Score: -13792777.000000 Penalty: 5752.672363
	Iteration 23Q: 3 clusters Score -1.379278e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 107757 members 
Entering Unmasked Estep 
Score: -13792789.000000 Penalty: 5752.672363
	Iteration 24Q: 3 clusters Score -1.379279e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 107792 members 
Entering Unmasked Estep 
Score: -13792803.000000 Penalty: 5752.672363
	Iteration 25Q: 3 clusters Score -1.37928e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 107815 members 
Entering Unmasked Estep 
Score: -13792812.000000 Penalty: 5752.672363
	Iteration 26Q: 3 clusters Score -1.379281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 107822 members 
Entering Unmasked Estep 
Score: -13792808.000000 Penalty: 5752.672363
	Iteration 27Q: 3 clusters Score -1.379281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 107827 members 
Entering Unmasked Estep 
Score: -13792810.000000 Penalty: 5752.672363
	Iteration 28Q: 3 clusters Score -1.379281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 107835 members 
Entering Unmasked Estep 
Score: -13792803.000000 Penalty: 5752.672363
	Iteration 29Q: 3 clusters Score -1.37928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 107843 members 
Entering Unmasked Estep 
Score: -13792793.000000 Penalty: 5752.672363
	Iteration 30Q: 3 clusters Score -1.379279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 107848 members 
Entering Unmasked Estep 
Score: -13792819.000000 Penalty: 5752.672363
	Iteration 31Q: 3 clusters Score -1.379282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 107849 members 
Entering Unmasked Estep 
Score: -13792822.000000 Penalty: 5752.672363
	Iteration 32Q: 3 clusters Score -1.379282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 107852 members 
Entering Unmasked Estep 
Score: -13792825.000000 Penalty: 5752.672363
	Iteration 33Q: 3 clusters Score -1.379282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 107850 members 
Entering Unmasked Estep 
Score: -13792822.000000 Penalty: 5752.672363
	Iteration 34Q: 3 clusters Score -1.379282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 107852 members 
Entering Unmasked Estep 
Score: -13792831.000000 Penalty: 5752.672363
	Iteration 35Q: 3 clusters Score -1.379283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 107854 members 
Entering Unmasked Estep 
Score: -13792843.000000 Penalty: 5752.672363
	Iteration 36Q: 3 clusters Score -1.379284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 107862 members 
Entering Unmasked Estep 
Score: -13792835.000000 Penalty: 5752.672363
	Iteration 37Q: 3 clusters Score -1.379284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -13792857.000000 Penalty: 5752.672363
	Iteration 38Q: 3 clusters Score -1.379286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 107884 members 
Entering Unmasked Estep 
Score: -13792849.000000 Penalty: 5752.672363
	Iteration 39Q: 3 clusters Score -1.379285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 107890 members 
Entering Unmasked Estep 
Score: -13792859.000000 Penalty: 5752.672363
	Iteration 40F: 3 clusters Score -1.379286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 107891 members 
Entering Unmasked Estep 
Score: -13792866.000000 Penalty: 5752.672363
	Iteration 41Q: 3 clusters Score -1.379287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 107891 members 
Entering Unmasked Estep 
Score: -13792856.000000 Penalty: 5752.672363
	Iteration 42Q: 3 clusters Score -1.379286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 107892 members 
Entering Unmasked Estep 
Score: -13792854.000000 Penalty: 5752.672363
	Iteration 43Q: 3 clusters Score -1.379285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 107894 members 
Entering Unmasked Estep 
Score: -13792852.000000 Penalty: 5752.672363
	Iteration 44Q: 3 clusters Score -1.379285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 107894 members 
Entering Unmasked Estep 
Score: -13792848.000000 Penalty: 5752.672363
	Iteration 45Q: 3 clusters Score -1.379285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 107897 members 
Entering Unmasked Estep 
Score: -13792853.000000 Penalty: 5752.672363
	Iteration 46Q: 3 clusters Score -1.379285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 107899 members 
Entering Unmasked Estep 
Score: -13792858.000000 Penalty: 5752.672363
	Iteration 47Q: 3 clusters Score -1.379286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 107900 members 
Entering Unmasked Estep 
Score: -13792868.000000 Penalty: 5752.672363
	Iteration 48Q: 3 clusters Score -1.379287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 107900 members 
Entering Unmasked Estep 
Score: -13792868.000000 Penalty: 5752.672363
	Iteration 49F: 3 clusters Score -1.379287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Entering Unmasked Estep 
Score: -1660049.375000 Penalty: 2363.915283
	Iteration 0F: 2 clusters Score -1660049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1649925.750000 Penalty: 4727.830566
	Iteration 0F: 3 clusters Score -1649926 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1653253.250000 Penalty: 4727.830566
	Iteration 1F: 3 clusters Score -1653253 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1653862.875000 Penalty: 4727.830566
	Iteration 2F: 3 clusters Score -1653863 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1654359.625000 Penalty: 4727.830566
	Iteration 3F: 3 clusters Score -1654360 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1654786.500000 Penalty: 4727.830566
	Iteration 4F: 3 clusters Score -1654786 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1655104.875000 Penalty: 4727.830566
	Iteration 5Q: 3 clusters Score -1655105 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1655375.875000 Penalty: 4727.830566
	Iteration 6Q: 3 clusters Score -1655376 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1655632.875000 Penalty: 4727.830566
	Iteration 7Q: 3 clusters Score -1655633 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1655929.375000 Penalty: 4727.830566
	Iteration 8Q: 3 clusters Score -1655929 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1656249.750000 Penalty: 4727.830566
	Iteration 9Q: 3 clusters Score -1656250 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1656614.125000 Penalty: 4727.830566
	Iteration 10Q: 3 clusters Score -1656614 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1656998.000000 Penalty: 4727.830566
	Iteration 11Q: 3 clusters Score -1656998 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1657288.750000 Penalty: 4727.830566
	Iteration 12Q: 3 clusters Score -1657289 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1657513.000000 Penalty: 4727.830566
	Iteration 13Q: 3 clusters Score -1657513 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1657670.875000 Penalty: 4727.830566
	Iteration 14Q: 3 clusters Score -1657671 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1657778.750000 Penalty: 4727.830566
	Iteration 15Q: 3 clusters Score -1657779 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1657845.750000 Penalty: 4727.830566
	Iteration 16Q: 3 clusters Score -1657846 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1657909.375000 Penalty: 4727.830566
	Iteration 17Q: 3 clusters Score -1657909 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1657971.000000 Penalty: 4727.830566
	Iteration 18Q: 3 clusters Score -1657971 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1658006.500000 Penalty: 4727.830566
	Iteration 19Q: 3 clusters Score -1658006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1658054.375000 Penalty: 4727.830566
	Iteration 20F: 3 clusters Score -1658054 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1658084.000000 Penalty: 4727.830566
	Iteration 21Q: 3 clusters Score -1658084 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1658122.000000 Penalty: 4727.830566
	Iteration 22Q: 3 clusters Score -1658122 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1658159.625000 Penalty: 4727.830566
	Iteration 23Q: 3 clusters Score -1658160 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1658199.000000 Penalty: 4727.830566
	Iteration 24Q: 3 clusters Score -1658199 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1658219.000000 Penalty: 4727.830566
	Iteration 25Q: 3 clusters Score -1658219 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1658231.625000 Penalty: 4727.830566
	Iteration 26Q: 3 clusters Score -1658232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1658231.750000 Penalty: 4727.830566
	Iteration 27Q: 3 clusters Score -1658232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1658243.125000 Penalty: 4727.830566
	Iteration 28Q: 3 clusters Score -1658243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1658245.000000 Penalty: 4727.830566
	Iteration 29Q: 3 clusters Score -1658245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1658249.875000 Penalty: 4727.830566
	Iteration 30Q: 3 clusters Score -1658250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1658258.125000 Penalty: 4727.830566
	Iteration 31Q: 3 clusters Score -1658258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1658260.125000 Penalty: 4727.830566
	Iteration 32Q: 3 clusters Score -1658260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1658264.500000 Penalty: 4727.830566
	Iteration 33Q: 3 clusters Score -1658264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1658268.250000 Penalty: 4727.830566
	Iteration 34Q: 3 clusters Score -1658268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1658270.250000 Penalty: 4727.830566
	Iteration 35Q: 3 clusters Score -1658270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1658272.375000 Penalty: 4727.830566
	Iteration 36Q: 3 clusters Score -1658272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1658270.250000 Penalty: 4727.830566
	Iteration 37Q: 3 clusters Score -1658270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1658272.625000 Penalty: 4727.830566
	Iteration 38Q: 3 clusters Score -1658273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1658274.375000 Penalty: 4727.830566
	Iteration 39Q: 3 clusters Score -1658274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1658276.000000 Penalty: 4727.830566
	Iteration 40F: 3 clusters Score -1658276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1658271.250000 Penalty: 4727.830566
	Iteration 41Q: 3 clusters Score -1658271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1658273.750000 Penalty: 4727.830566
	Iteration 42Q: 3 clusters Score -1658274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1658279.125000 Penalty: 4727.830566
	Iteration 43Q: 3 clusters Score -1658279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1658275.625000 Penalty: 4727.830566
	Iteration 44Q: 3 clusters Score -1658276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1658277.000000 Penalty: 4727.830566
	Iteration 45Q: 3 clusters Score -1658277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1658277.750000 Penalty: 4727.830566
	Iteration 46Q: 3 clusters Score -1658278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1658276.625000 Penalty: 4727.830566
	Iteration 47Q: 3 clusters Score -1658277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1658278.000000 Penalty: 4727.830566
	Iteration 48Q: 3 clusters Score -1658278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1658279.500000 Penalty: 4727.830566
	Iteration 49Q: 3 clusters Score -1658280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1658279.500000 Penalty: 4727.830566
	Iteration 50F: 3 clusters Score -1658280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (146003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146003 members 
Entering Unmasked Estep 
Score: -18566740.000000 Penalty: 2949.062744
	Iteration 0F: 2 clusters Score -1.856674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 72971 members 
Entering Unmasked Estep 
Score: -18471248.000000 Penalty: 5898.125488
	Iteration 0F: 3 clusters Score -1.847125e+07 nChanged 69699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -18512622.000000 Penalty: 5898.125488
	Iteration 1F: 3 clusters Score -1.851262e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 67425 members 
Entering Unmasked Estep 
Score: -18515652.000000 Penalty: 5898.125488
	Iteration 2Q: 3 clusters Score -1.851565e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -18520538.000000 Penalty: 5898.125488
	Iteration 3F: 3 clusters Score -1.852054e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87179 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -18526894.000000 Penalty: 5898.125488
	Iteration 4F: 3 clusters Score -1.852689e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -18533406.000000 Penalty: 5898.125488
	Iteration 5F: 3 clusters Score -1.853341e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -18539024.000000 Penalty: 5898.125488
	Iteration 6F: 3 clusters Score -1.853902e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104090 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -18543076.000000 Penalty: 5898.125488
	Iteration 7F: 3 clusters Score -1.854308e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109431 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -18545832.000000 Penalty: 5898.125488
	Iteration 8Q: 3 clusters Score -1.854583e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114653 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -18548410.000000 Penalty: 5898.125488
	Iteration 9Q: 3 clusters Score -1.854841e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119817 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -18550912.000000 Penalty: 5898.125488
	Iteration 10Q: 3 clusters Score -1.855091e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124968 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -18553498.000000 Penalty: 5898.125488
	Iteration 11Q: 3 clusters Score -1.85535e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129882 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -18556016.000000 Penalty: 5898.125488
	Iteration 12Q: 3 clusters Score -1.855602e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134204 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -18558682.000000 Penalty: 5898.125488
	Iteration 13Q: 3 clusters Score -1.855868e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137635 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -18560752.000000 Penalty: 5898.125488
	Iteration 14Q: 3 clusters Score -1.856075e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140060 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -18562228.000000 Penalty: 5898.125488
	Iteration 15Q: 3 clusters Score -1.856223e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141693 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -18563040.000000 Penalty: 5898.125488
	Iteration 16Q: 3 clusters Score -1.856304e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142764 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -18563568.000000 Penalty: 5898.125488
	Iteration 17Q: 3 clusters Score -1.856357e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143450 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -18563922.000000 Penalty: 5898.125488
	Iteration 18Q: 3 clusters Score -1.856392e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143910 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -18564156.000000 Penalty: 5898.125488
	Iteration 19Q: 3 clusters Score -1.856416e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144224 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -18564248.000000 Penalty: 5898.125488
	Iteration 20F: 3 clusters Score -1.856425e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144435 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -18564402.000000 Penalty: 5898.125488
	Iteration 21Q: 3 clusters Score -1.85644e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144603 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -18564504.000000 Penalty: 5898.125488
	Iteration 22Q: 3 clusters Score -1.85645e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144700 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -18564534.000000 Penalty: 5898.125488
	Iteration 23Q: 3 clusters Score -1.856453e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144756 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -18564570.000000 Penalty: 5898.125488
	Iteration 24Q: 3 clusters Score -1.856457e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144801 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -18564598.000000 Penalty: 5898.125488
	Iteration 25Q: 3 clusters Score -1.85646e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144832 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -18564618.000000 Penalty: 5898.125488
	Iteration 26Q: 3 clusters Score -1.856462e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144855 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -18564638.000000 Penalty: 5898.125488
	Iteration 27Q: 3 clusters Score -1.856464e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144864 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -18564648.000000 Penalty: 5898.125488
	Iteration 28Q: 3 clusters Score -1.856465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144875 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -18564654.000000 Penalty: 5898.125488
	Iteration 29Q: 3 clusters Score -1.856465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144882 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -18564646.000000 Penalty: 5898.125488
	Iteration 30Q: 3 clusters Score -1.856465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144887 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -18564646.000000 Penalty: 5898.125488
	Iteration 31Q: 3 clusters Score -1.856465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144893 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -18564642.000000 Penalty: 5898.125488
	Iteration 32Q: 3 clusters Score -1.856464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144893 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -18564644.000000 Penalty: 5898.125488
	Iteration 33Q: 3 clusters Score -1.856464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144896 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -18564632.000000 Penalty: 5898.125488
	Iteration 34Q: 3 clusters Score -1.856463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144898 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -18564634.000000 Penalty: 5898.125488
	Iteration 35Q: 3 clusters Score -1.856463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144899 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -18564636.000000 Penalty: 5898.125488
	Iteration 36Q: 3 clusters Score -1.856464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144899 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -18564632.000000 Penalty: 5898.125488
	Iteration 37Q: 3 clusters Score -1.856463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144901 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -18564642.000000 Penalty: 5898.125488
	Iteration 38Q: 3 clusters Score -1.856464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144903 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -18564646.000000 Penalty: 5898.125488
	Iteration 39Q: 3 clusters Score -1.856465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144905 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -18564642.000000 Penalty: 5898.125488
	Iteration 40F: 3 clusters Score -1.856464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144908 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -18564644.000000 Penalty: 5898.125488
	Iteration 41Q: 3 clusters Score -1.856464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144909 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18564640.000000 Penalty: 5898.125488
	Iteration 42Q: 3 clusters Score -1.856464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144909 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18564640.000000 Penalty: 5898.125488
	Iteration 43F: 3 clusters Score -1.856464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (114025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114025 members 
Entering Unmasked Estep 
Score: -14274714.000000 Penalty: 2887.754883
	Iteration 0F: 2 clusters Score -1.427471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -14198259.000000 Penalty: 5775.509766
	Iteration 0F: 3 clusters Score -1.419826e+07 nChanged 54264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -14230834.000000 Penalty: 5775.509766
	Iteration 1F: 3 clusters Score -1.423083e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -14233175.000000 Penalty: 5775.509766
	Iteration 2Q: 3 clusters Score -1.423318e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -14235946.000000 Penalty: 5775.509766
	Iteration 3F: 3 clusters Score -1.423595e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -14238836.000000 Penalty: 5775.509766
	Iteration 4F: 3 clusters Score -1.423884e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -14241909.000000 Penalty: 5775.509766
	Iteration 5F: 3 clusters Score -1.424191e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -14245405.000000 Penalty: 5775.509766
	Iteration 6F: 3 clusters Score -1.42454e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -14249971.000000 Penalty: 5775.509766
	Iteration 7F: 3 clusters Score -1.424997e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -14255760.000000 Penalty: 5775.509766
	Iteration 8F: 3 clusters Score -1.425576e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95381 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -14261380.000000 Penalty: 5775.509766
	Iteration 9F: 3 clusters Score -1.426138e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -14265646.000000 Penalty: 5775.509766
	Iteration 10F: 3 clusters Score -1.426565e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104664 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -14268250.000000 Penalty: 5775.509766
	Iteration 11Q: 3 clusters Score -1.426825e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107045 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -14269692.000000 Penalty: 5775.509766
	Iteration 12Q: 3 clusters Score -1.426969e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108697 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -14270668.000000 Penalty: 5775.509766
	Iteration 13Q: 3 clusters Score -1.427067e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109823 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -14271347.000000 Penalty: 5775.509766
	Iteration 14Q: 3 clusters Score -1.427135e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110619 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -14271787.000000 Penalty: 5775.509766
	Iteration 15Q: 3 clusters Score -1.427179e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111147 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -14272155.000000 Penalty: 5775.509766
	Iteration 16Q: 3 clusters Score -1.427216e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111504 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -14272370.000000 Penalty: 5775.509766
	Iteration 17Q: 3 clusters Score -1.427237e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111762 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -14272529.000000 Penalty: 5775.509766
	Iteration 18Q: 3 clusters Score -1.427253e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111936 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -14272654.000000 Penalty: 5775.509766
	Iteration 19Q: 3 clusters Score -1.427265e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -14272707.000000 Penalty: 5775.509766
	Iteration 20F: 3 clusters Score -1.427271e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112132 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -14272734.000000 Penalty: 5775.509766
	Iteration 21Q: 3 clusters Score -1.427273e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -14272768.000000 Penalty: 5775.509766
	Iteration 22Q: 3 clusters Score -1.427277e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112228 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -14272790.000000 Penalty: 5775.509766
	Iteration 23Q: 3 clusters Score -1.427279e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112256 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -14272797.000000 Penalty: 5775.509766
	Iteration 24Q: 3 clusters Score -1.42728e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112285 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -14272798.000000 Penalty: 5775.509766
	Iteration 25Q: 3 clusters Score -1.42728e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112313 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -14272838.000000 Penalty: 5775.509766
	Iteration 26Q: 3 clusters Score -1.427284e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112339 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -14272841.000000 Penalty: 5775.509766
	Iteration 27Q: 3 clusters Score -1.427284e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112363 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14272842.000000 Penalty: 5775.509766
	Iteration 28Q: 3 clusters Score -1.427284e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112390 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -14272825.000000 Penalty: 5775.509766
	Iteration 29Q: 3 clusters Score -1.427282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112412 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -14272862.000000 Penalty: 5775.509766
	Iteration 30Q: 3 clusters Score -1.427286e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112442 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -14272883.000000 Penalty: 5775.509766
	Iteration 31Q: 3 clusters Score -1.427288e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -14272958.000000 Penalty: 5775.509766
	Iteration 32Q: 3 clusters Score -1.427296e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112509 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -14273056.000000 Penalty: 5775.509766
	Iteration 33Q: 3 clusters Score -1.427306e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112531 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -14273083.000000 Penalty: 5775.509766
	Iteration 34Q: 3 clusters Score -1.427308e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112552 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -14273130.000000 Penalty: 5775.509766
	Iteration 35Q: 3 clusters Score -1.427313e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112565 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -14273146.000000 Penalty: 5775.509766
	Iteration 36Q: 3 clusters Score -1.427315e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112560 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -14273138.000000 Penalty: 5775.509766
	Iteration 37Q: 3 clusters Score -1.427314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112560 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -14273147.000000 Penalty: 5775.509766
	Iteration 38Q: 3 clusters Score -1.427315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112562 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -14273147.000000 Penalty: 5775.509766
	Iteration 39Q: 3 clusters Score -1.427315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112565 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -14273149.000000 Penalty: 5775.509766
	Iteration 40F: 3 clusters Score -1.427315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112569 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -14273151.000000 Penalty: 5775.509766
	Iteration 41Q: 3 clusters Score -1.427315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112570 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -14273147.000000 Penalty: 5775.509766
	Iteration 42Q: 3 clusters Score -1.427315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112566 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -14273149.000000 Penalty: 5775.509766
	Iteration 43Q: 3 clusters Score -1.427315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112565 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -14273148.000000 Penalty: 5775.509766
	Iteration 44Q: 3 clusters Score -1.427315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112564 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -14273153.000000 Penalty: 5775.509766
	Iteration 45Q: 3 clusters Score -1.427315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112562 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -14273153.000000 Penalty: 5775.509766
	Iteration 46Q: 3 clusters Score -1.427315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112561 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -14273165.000000 Penalty: 5775.509766
	Iteration 47Q: 3 clusters Score -1.427316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112561 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -14273172.000000 Penalty: 5775.509766
	Iteration 48Q: 3 clusters Score -1.427317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112560 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -14273166.000000 Penalty: 5775.509766
	Iteration 49Q: 3 clusters Score -1.427317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112560 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -14273166.000000 Penalty: 5775.509766
	Iteration 50F: 3 clusters Score -1.427317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Entering Unmasked Estep 
Score: -3802484.500000 Penalty: 2558.424072
	Iteration 0F: 2 clusters Score -3802484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3781951.000000 Penalty: 5116.848145
	Iteration 0F: 3 clusters Score -3781951 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3789472.250000 Penalty: 5116.848145
	Iteration 1F: 3 clusters Score -3789472 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3790100.250000 Penalty: 5116.848145
	Iteration 2F: 3 clusters Score -3790100 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3790759.750000 Penalty: 5116.848145
	Iteration 3Q: 3 clusters Score -3790760 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3791518.000000 Penalty: 5116.848145
	Iteration 4Q: 3 clusters Score -3791518 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3792514.500000 Penalty: 5116.848145
	Iteration 5F: 3 clusters Score -3792514 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3793533.250000 Penalty: 5116.848145
	Iteration 6F: 3 clusters Score -3793533 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3794502.000000 Penalty: 5116.848145
	Iteration 7F: 3 clusters Score -3794502 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3795323.000000 Penalty: 5116.848145
	Iteration 8Q: 3 clusters Score -3795323 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3795879.500000 Penalty: 5116.848145
	Iteration 9Q: 3 clusters Score -3795880 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3796324.250000 Penalty: 5116.848145
	Iteration 10Q: 3 clusters Score -3796324 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3796722.250000 Penalty: 5116.848145
	Iteration 11Q: 3 clusters Score -3796722 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -3797141.750000 Penalty: 5116.848145
	Iteration 12Q: 3 clusters Score -3797142 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3797554.250000 Penalty: 5116.848145
	Iteration 13Q: 3 clusters Score -3797554 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3798017.500000 Penalty: 5116.848145
	Iteration 14Q: 3 clusters Score -3798018 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -3798392.500000 Penalty: 5116.848145
	Iteration 15Q: 3 clusters Score -3798392 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3798780.500000 Penalty: 5116.848145
	Iteration 16Q: 3 clusters Score -3798780 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3799079.000000 Penalty: 5116.848145
	Iteration 17Q: 3 clusters Score -3799079 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3799354.750000 Penalty: 5116.848145
	Iteration 18Q: 3 clusters Score -3799355 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3799601.000000 Penalty: 5116.848145
	Iteration 19Q: 3 clusters Score -3799601 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -3799835.500000 Penalty: 5116.848145
	Iteration 20F: 3 clusters Score -3799836 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3800017.750000 Penalty: 5116.848145
	Iteration 21Q: 3 clusters Score -3800018 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3800207.250000 Penalty: 5116.848145
	Iteration 22Q: 3 clusters Score -3800207 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3800378.250000 Penalty: 5116.848145
	Iteration 23Q: 3 clusters Score -3800378 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3800538.250000 Penalty: 5116.848145
	Iteration 24Q: 3 clusters Score -3800538 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3800677.250000 Penalty: 5116.848145
	Iteration 25Q: 3 clusters Score -3800677 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3800771.750000 Penalty: 5116.848145
	Iteration 26Q: 3 clusters Score -3800772 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3800884.750000 Penalty: 5116.848145
	Iteration 27Q: 3 clusters Score -3800885 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3800976.500000 Penalty: 5116.848145
	Iteration 28Q: 3 clusters Score -3800976 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3801072.750000 Penalty: 5116.848145
	Iteration 29Q: 3 clusters Score -3801073 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3801141.750000 Penalty: 5116.848145
	Iteration 30Q: 3 clusters Score -3801142 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3801186.500000 Penalty: 5116.848145
	Iteration 31Q: 3 clusters Score -3801186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3801212.750000 Penalty: 5116.848145
	Iteration 32Q: 3 clusters Score -3801213 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3801224.000000 Penalty: 5116.848145
	Iteration 33Q: 3 clusters Score -3801224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3801234.750000 Penalty: 5116.848145
	Iteration 34Q: 3 clusters Score -3801235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3801244.750000 Penalty: 5116.848145
	Iteration 35Q: 3 clusters Score -3801245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3801252.750000 Penalty: 5116.848145
	Iteration 36Q: 3 clusters Score -3801253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3801256.000000 Penalty: 5116.848145
	Iteration 37Q: 3 clusters Score -3801256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3801258.000000 Penalty: 5116.848145
	Iteration 38Q: 3 clusters Score -3801258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3801267.250000 Penalty: 5116.848145
	Iteration 39Q: 3 clusters Score -3801267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3801279.250000 Penalty: 5116.848145
	Iteration 40F: 3 clusters Score -3801279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3801295.000000 Penalty: 5116.848145
	Iteration 41Q: 3 clusters Score -3801295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3801302.750000 Penalty: 5116.848145
	Iteration 42Q: 3 clusters Score -3801303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3801303.500000 Penalty: 5116.848145
	Iteration 43Q: 3 clusters Score -3801304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3801303.750000 Penalty: 5116.848145
	Iteration 44Q: 3 clusters Score -3801304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3801308.000000 Penalty: 5116.848145
	Iteration 45Q: 3 clusters Score -3801308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3801314.250000 Penalty: 5116.848145
	Iteration 46Q: 3 clusters Score -3801314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3801316.000000 Penalty: 5116.848145
	Iteration 47Q: 3 clusters Score -3801316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3801319.250000 Penalty: 5116.848145
	Iteration 48Q: 3 clusters Score -3801319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3801320.500000 Penalty: 5116.848145
	Iteration 49Q: 3 clusters Score -3801320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3801324.000000 Penalty: 5116.848145
	Iteration 50Q: 3 clusters Score -3801324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3801324.500000 Penalty: 5116.848145
	Iteration 51Q: 3 clusters Score -3801324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3801328.750000 Penalty: 5116.848145
	Iteration 52Q: 3 clusters Score -3801329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3801328.000000 Penalty: 5116.848145
	Iteration 53Q: 3 clusters Score -3801328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3801327.500000 Penalty: 5116.848145
	Iteration 54Q: 3 clusters Score -3801328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3801327.500000 Penalty: 5116.848145
	Iteration 55Q: 3 clusters Score -3801328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3801326.250000 Penalty: 5116.848145
	Iteration 56Q: 3 clusters Score -3801326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3801326.250000 Penalty: 5116.848145
	Iteration 57Q: 3 clusters Score -3801326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3801326.250000 Penalty: 5116.848145
	Iteration 58Q: 3 clusters Score -3801326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3801329.750000 Penalty: 5116.848145
	Iteration 59Q: 3 clusters Score -3801330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3801330.000000 Penalty: 5116.848145
	Iteration 60F: 3 clusters Score -3801330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3801337.250000 Penalty: 5116.848145
	Iteration 61Q: 3 clusters Score -3801337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3801330.500000 Penalty: 5116.848145
	Iteration 62Q: 3 clusters Score -3801330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3801334.250000 Penalty: 5116.848145
	Iteration 63Q: 3 clusters Score -3801334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3801335.750000 Penalty: 5116.848145
	Iteration 64Q: 3 clusters Score -3801336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3801339.250000 Penalty: 5116.848145
	Iteration 65Q: 3 clusters Score -3801339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3801334.750000 Penalty: 5116.848145
	Iteration 66Q: 3 clusters Score -3801335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3801339.500000 Penalty: 5116.848145
	Iteration 67Q: 3 clusters Score -3801340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3801339.250000 Penalty: 5116.848145
	Iteration 68Q: 3 clusters Score -3801339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3801340.500000 Penalty: 5116.848145
	Iteration 69Q: 3 clusters Score -3801340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3801345.000000 Penalty: 5116.848145
	Iteration 70Q: 3 clusters Score -3801345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3801345.000000 Penalty: 5116.848145
	Iteration 71F: 3 clusters Score -3801345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -377176.500000 Penalty: 2003.052856
	Iteration 0F: 2 clusters Score -377176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -373755.625000 Penalty: 4006.105713
	Iteration 0F: 3 clusters Score -373755.6 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -374452.468750 Penalty: 4006.105713
	Iteration 1F: 3 clusters Score -374452.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -374670.718750 Penalty: 4006.105713
	Iteration 2F: 3 clusters Score -374670.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -374820.062500 Penalty: 4006.105713
	Iteration 3F: 3 clusters Score -374820.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -374932.718750 Penalty: 4006.105713
	Iteration 4Q: 3 clusters Score -374932.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -375024.906250 Penalty: 4006.105713
	Iteration 5Q: 3 clusters Score -375024.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -375099.437500 Penalty: 4006.105713
	Iteration 6Q: 3 clusters Score -375099.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -375153.562500 Penalty: 4006.105713
	Iteration 7Q: 3 clusters Score -375153.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -375212.312500 Penalty: 4006.105713
	Iteration 8Q: 3 clusters Score -375212.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -375281.625000 Penalty: 4006.105713
	Iteration 9Q: 3 clusters Score -375281.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -375378.875000 Penalty: 4006.105713
	Iteration 10Q: 3 clusters Score -375378.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -375512.343750 Penalty: 4006.105713
	Iteration 11Q: 3 clusters Score -375512.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -375681.937500 Penalty: 4006.105713
	Iteration 12Q: 3 clusters Score -375681.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -375890.625000 Penalty: 4006.105713
	Iteration 13Q: 3 clusters Score -375890.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -376078.812500 Penalty: 4006.105713
	Iteration 14Q: 3 clusters Score -376078.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -376295.343750 Penalty: 4006.105713
	Iteration 15Q: 3 clusters Score -376295.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -376654.500000 Penalty: 4006.105713
	Iteration 16Q: 3 clusters Score -376654.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -377149.000000 Penalty: 4006.105713
	Iteration 17Q: 3 clusters Score -377149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -377260.125000 Penalty: 4006.105713
	Iteration 18Q: 3 clusters Score -377260.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -377285.250000 Penalty: 4006.105713
	Iteration 19Q: 3 clusters Score -377285.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -377296.875000 Penalty: 4006.105713
	Iteration 20F: 3 clusters Score -377296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -377302.906250 Penalty: 4006.105713
	Iteration 21Q: 3 clusters Score -377302.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -377307.593750 Penalty: 4006.105713
	Iteration 22Q: 3 clusters Score -377307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -377308.687500 Penalty: 4006.105713
	Iteration 23Q: 3 clusters Score -377308.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -377308.687500 Penalty: 4006.105713
	Iteration 24F: 3 clusters Score -377308.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 13793 members 
Mstep: Class 3 contains 146003 members 
Mstep: Class 4 contains 114025 members 
Mstep: Class 5 contains 30219 members 
Mstep: Class 6 contains 1126 members 
Mstep: Class 7 contains 4745 members 
Mstep: Class 8 contains 50321 members 
Mstep: Class 9 contains 35083 members 
Mstep: Class 10 contains 21541 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 53356 members 
Mstep: Class 13 contains 12187 members 
Mstep: Class 14 contains 147195 members 
Mstep: Class 15 contains 147690 members 
Mstep: Class 16 contains 78206 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 27835 members 
Mstep: Class 19 contains 144844 members 
Mstep: Class 20 contains 6168 members 
Mstep: Class 21 contains 22100 members 
Mstep: Class 22 contains 43778 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10763 members 
Mstep: Class 25 contains 2093 members 
Entering Unmasked Estep 
Score: -157718048.000000 Penalty: 87116.515625
Splitting cluster 6 changes total score from -157719696.000000 to -157718048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (4745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Entering Unmasked Estep 
Score: -591126.750000 Penalty: 2099.281982
	Iteration 0F: 2 clusters Score -591126.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -586768.875000 Penalty: 4198.563965
	Iteration 0F: 3 clusters Score -586768.9 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -587807.437500 Penalty: 4198.563965
	Iteration 1F: 3 clusters Score -587807.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -587987.500000 Penalty: 4198.563965
	Iteration 2F: 3 clusters Score -587987.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -588105.937500 Penalty: 4198.563965
	Iteration 3Q: 3 clusters Score -588105.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -588203.937500 Penalty: 4198.563965
	Iteration 4Q: 3 clusters Score -588203.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -588280.062500 Penalty: 4198.563965
	Iteration 5Q: 3 clusters Score -588280.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -588324.687500 Penalty: 4198.563965
	Iteration 6Q: 3 clusters Score -588324.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -588360.062500 Penalty: 4198.563965
	Iteration 7Q: 3 clusters Score -588360.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -588393.812500 Penalty: 4198.563965
	Iteration 8Q: 3 clusters Score -588393.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -588420.562500 Penalty: 4198.563965
	Iteration 9Q: 3 clusters Score -588420.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -588443.625000 Penalty: 4198.563965
	Iteration 10Q: 3 clusters Score -588443.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -588466.562500 Penalty: 4198.563965
	Iteration 11Q: 3 clusters Score -588466.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -588484.687500 Penalty: 4198.563965
	Iteration 12Q: 3 clusters Score -588484.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -588497.062500 Penalty: 4198.563965
	Iteration 13Q: 3 clusters Score -588497.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -588504.562500 Penalty: 4198.563965
	Iteration 14Q: 3 clusters Score -588504.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -588512.250000 Penalty: 4198.563965
	Iteration 15Q: 3 clusters Score -588512.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -588519.187500 Penalty: 4198.563965
	Iteration 16Q: 3 clusters Score -588519.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -588526.875000 Penalty: 4198.563965
	Iteration 17Q: 3 clusters Score -588526.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -588536.000000 Penalty: 4198.563965
	Iteration 18Q: 3 clusters Score -588536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -588544.437500 Penalty: 4198.563965
	Iteration 19Q: 3 clusters Score -588544.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -588552.125000 Penalty: 4198.563965
	Iteration 20F: 3 clusters Score -588552.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -588560.187500 Penalty: 4198.563965
	Iteration 21Q: 3 clusters Score -588560.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -588565.375000 Penalty: 4198.563965
	Iteration 22Q: 3 clusters Score -588565.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -588570.000000 Penalty: 4198.563965
	Iteration 23Q: 3 clusters Score -588570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -588572.625000 Penalty: 4198.563965
	Iteration 24Q: 3 clusters Score -588572.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -588575.812500 Penalty: 4198.563965
	Iteration 25Q: 3 clusters Score -588575.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -588580.125000 Penalty: 4198.563965
	Iteration 26Q: 3 clusters Score -588580.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -588582.437500 Penalty: 4198.563965
	Iteration 27Q: 3 clusters Score -588582.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -588587.375000 Penalty: 4198.563965
	Iteration 28Q: 3 clusters Score -588587.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -588592.000000 Penalty: 4198.563965
	Iteration 29Q: 3 clusters Score -588592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -588595.562500 Penalty: 4198.563965
	Iteration 30Q: 3 clusters Score -588595.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -588599.500000 Penalty: 4198.563965
	Iteration 31Q: 3 clusters Score -588599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -588602.062500 Penalty: 4198.563965
	Iteration 32Q: 3 clusters Score -588602.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -588604.687500 Penalty: 4198.563965
	Iteration 33Q: 3 clusters Score -588604.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -588606.000000 Penalty: 4198.563965
	Iteration 34Q: 3 clusters Score -588606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -588606.562500 Penalty: 4198.563965
	Iteration 35Q: 3 clusters Score -588606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -588606.312500 Penalty: 4198.563965
	Iteration 36Q: 3 clusters Score -588606.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -588608.750000 Penalty: 4198.563965
	Iteration 37Q: 3 clusters Score -588608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -588609.437500 Penalty: 4198.563965
	Iteration 38Q: 3 clusters Score -588609.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -588610.000000 Penalty: 4198.563965
	Iteration 39Q: 3 clusters Score -588610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -588610.000000 Penalty: 4198.563965
	Iteration 40F: 3 clusters Score -588610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Entering Unmasked Estep 
Score: -6352685.000000 Penalty: 2684.892090
	Iteration 0F: 2 clusters Score -6352685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -6318784.000000 Penalty: 5369.784180
	Iteration 0F: 3 clusters Score -6318784 nChanged 23244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -6331468.000000 Penalty: 5369.784180
	Iteration 1F: 3 clusters Score -6331468 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -6331985.000000 Penalty: 5369.784180
	Iteration 2Q: 3 clusters Score -6331985 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -6332342.500000 Penalty: 5369.784180
	Iteration 3Q: 3 clusters Score -6332342 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -6332765.500000 Penalty: 5369.784180
	Iteration 4Q: 3 clusters Score -6332766 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -6333259.500000 Penalty: 5369.784180
	Iteration 5Q: 3 clusters Score -6333260 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -6333884.500000 Penalty: 5369.784180
	Iteration 6Q: 3 clusters Score -6333884 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -6334768.500000 Penalty: 5369.784180
	Iteration 7Q: 3 clusters Score -6334768 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -6335672.500000 Penalty: 5369.784180
	Iteration 8Q: 3 clusters Score -6335672 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -6336760.500000 Penalty: 5369.784180
	Iteration 9Q: 3 clusters Score -6336760 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -6337897.500000 Penalty: 5369.784180
	Iteration 10Q: 3 clusters Score -6337898 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -6339116.000000 Penalty: 5369.784180
	Iteration 11F: 3 clusters Score -6339116 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -6340195.500000 Penalty: 5369.784180
	Iteration 12F: 3 clusters Score -6340196 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -6341184.500000 Penalty: 5369.784180
	Iteration 13Q: 3 clusters Score -6341184 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -6341996.500000 Penalty: 5369.784180
	Iteration 14Q: 3 clusters Score -6341996 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -6342719.500000 Penalty: 5369.784180
	Iteration 15Q: 3 clusters Score -6342720 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -6343312.500000 Penalty: 5369.784180
	Iteration 16Q: 3 clusters Score -6343312 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -6343801.500000 Penalty: 5369.784180
	Iteration 17Q: 3 clusters Score -6343802 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -6344192.500000 Penalty: 5369.784180
	Iteration 18Q: 3 clusters Score -6344192 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -6344551.000000 Penalty: 5369.784180
	Iteration 19Q: 3 clusters Score -6344551 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -6344828.000000 Penalty: 5369.784180
	Iteration 20F: 3 clusters Score -6344828 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -6345124.500000 Penalty: 5369.784180
	Iteration 21Q: 3 clusters Score -6345124 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -6345509.000000 Penalty: 5369.784180
	Iteration 22Q: 3 clusters Score -6345509 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -6345997.500000 Penalty: 5369.784180
	Iteration 23Q: 3 clusters Score -6345998 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -6346618.000000 Penalty: 5369.784180
	Iteration 24Q: 3 clusters Score -6346618 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -6347417.500000 Penalty: 5369.784180
	Iteration 25Q: 3 clusters Score -6347418 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -6348725.500000 Penalty: 5369.784180
	Iteration 26Q: 3 clusters Score -6348726 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -6350805.500000 Penalty: 5369.784180
	Iteration 27Q: 3 clusters Score -6350806 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -6351289.000000 Penalty: 5369.784180
	Iteration 28Q: 3 clusters Score -6351289 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -6351448.500000 Penalty: 5369.784180
	Iteration 29Q: 3 clusters Score -6351448 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -6351524.000000 Penalty: 5369.784180
	Iteration 30Q: 3 clusters Score -6351524 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -6351555.000000 Penalty: 5369.784180
	Iteration 31Q: 3 clusters Score -6351555 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -6351590.000000 Penalty: 5369.784180
	Iteration 32Q: 3 clusters Score -6351590 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -6351636.500000 Penalty: 5369.784180
	Iteration 33Q: 3 clusters Score -6351636 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -6351663.000000 Penalty: 5369.784180
	Iteration 34Q: 3 clusters Score -6351663 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -6351696.500000 Penalty: 5369.784180
	Iteration 35Q: 3 clusters Score -6351696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -6351714.000000 Penalty: 5369.784180
	Iteration 36Q: 3 clusters Score -6351714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -6351724.500000 Penalty: 5369.784180
	Iteration 37Q: 3 clusters Score -6351724 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -6351754.000000 Penalty: 5369.784180
	Iteration 38Q: 3 clusters Score -6351754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -6351747.000000 Penalty: 5369.784180
	Iteration 39Q: 3 clusters Score -6351747 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -6351747.000000 Penalty: 5369.784180
	Iteration 40F: 3 clusters Score -6351747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -6351752.000000 Penalty: 5369.784180
	Iteration 41Q: 3 clusters Score -6351752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -6351755.500000 Penalty: 5369.784180
	Iteration 42Q: 3 clusters Score -6351756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -6351762.000000 Penalty: 5369.784180
	Iteration 43Q: 3 clusters Score -6351762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -6351754.000000 Penalty: 5369.784180
	Iteration 44Q: 3 clusters Score -6351754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -6351747.500000 Penalty: 5369.784180
	Iteration 45Q: 3 clusters Score -6351748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -6351753.500000 Penalty: 5369.784180
	Iteration 46Q: 3 clusters Score -6351754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -6351754.500000 Penalty: 5369.784180
	Iteration 47Q: 3 clusters Score -6351754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -6351757.000000 Penalty: 5369.784180
	Iteration 48Q: 3 clusters Score -6351757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -6351764.000000 Penalty: 5369.784180
	Iteration 49Q: 3 clusters Score -6351764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -6351762.000000 Penalty: 5369.784180
	Iteration 50Q: 3 clusters Score -6351762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -6351771.500000 Penalty: 5369.784180
	Iteration 51Q: 3 clusters Score -6351772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -6351774.000000 Penalty: 5369.784180
	Iteration 52Q: 3 clusters Score -6351774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -6351770.000000 Penalty: 5369.784180
	Iteration 53Q: 3 clusters Score -6351770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -6351763.500000 Penalty: 5369.784180
	Iteration 54Q: 3 clusters Score -6351764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -6351772.500000 Penalty: 5369.784180
	Iteration 55Q: 3 clusters Score -6351772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -6351777.500000 Penalty: 5369.784180
	Iteration 56Q: 3 clusters Score -6351778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -6351776.500000 Penalty: 5369.784180
	Iteration 57Q: 3 clusters Score -6351776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -6351770.500000 Penalty: 5369.784180
	Iteration 58Q: 3 clusters Score -6351770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -6351771.500000 Penalty: 5369.784180
	Iteration 59Q: 3 clusters Score -6351772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -6351771.000000 Penalty: 5369.784180
	Iteration 60F: 3 clusters Score -6351771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -6351770.000000 Penalty: 5369.784180
	Iteration 61Q: 3 clusters Score -6351770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -6351773.000000 Penalty: 5369.784180
	Iteration 62Q: 3 clusters Score -6351773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -6351773.000000 Penalty: 5369.784180
	Iteration 63Q: 3 clusters Score -6351773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -6351773.000000 Penalty: 5369.784180
	Iteration 64F: 3 clusters Score -6351773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Entering Unmasked Estep 
Score: -4546525.500000 Penalty: 2595.437012
	Iteration 0F: 2 clusters Score -4546526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -4522745.000000 Penalty: 5190.874023
	Iteration 0F: 3 clusters Score -4522745 nChanged 15886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -4531269.500000 Penalty: 5190.874023
	Iteration 1F: 3 clusters Score -4531270 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4531811.500000 Penalty: 5190.874023
	Iteration 2Q: 3 clusters Score -4531812 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4532356.000000 Penalty: 5190.874023
	Iteration 3Q: 3 clusters Score -4532356 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -4533053.500000 Penalty: 5190.874023
	Iteration 4Q: 3 clusters Score -4533054 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -4534053.500000 Penalty: 5190.874023
	Iteration 5F: 3 clusters Score -4534054 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -4535441.000000 Penalty: 5190.874023
	Iteration 6F: 3 clusters Score -4535441 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -4537272.500000 Penalty: 5190.874023
	Iteration 7F: 3 clusters Score -4537272 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -4539206.500000 Penalty: 5190.874023
	Iteration 8F: 3 clusters Score -4539206 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4540933.000000 Penalty: 5190.874023
	Iteration 9F: 3 clusters Score -4540933 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -4542238.000000 Penalty: 5190.874023
	Iteration 10Q: 3 clusters Score -4542238 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4543045.500000 Penalty: 5190.874023
	Iteration 11Q: 3 clusters Score -4543046 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -4543541.500000 Penalty: 5190.874023
	Iteration 12Q: 3 clusters Score -4543542 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4543821.500000 Penalty: 5190.874023
	Iteration 13Q: 3 clusters Score -4543822 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4543975.500000 Penalty: 5190.874023
	Iteration 14Q: 3 clusters Score -4543976 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4544065.000000 Penalty: 5190.874023
	Iteration 15Q: 3 clusters Score -4544065 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -4544138.000000 Penalty: 5190.874023
	Iteration 16Q: 3 clusters Score -4544138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4544164.500000 Penalty: 5190.874023
	Iteration 17Q: 3 clusters Score -4544164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -4544197.500000 Penalty: 5190.874023
	Iteration 18Q: 3 clusters Score -4544198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4544218.500000 Penalty: 5190.874023
	Iteration 19Q: 3 clusters Score -4544218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -4544245.500000 Penalty: 5190.874023
	Iteration 20F: 3 clusters Score -4544246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4544255.000000 Penalty: 5190.874023
	Iteration 21Q: 3 clusters Score -4544255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4544267.500000 Penalty: 5190.874023
	Iteration 22Q: 3 clusters Score -4544268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4544271.500000 Penalty: 5190.874023
	Iteration 23Q: 3 clusters Score -4544272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -4544272.000000 Penalty: 5190.874023
	Iteration 24Q: 3 clusters Score -4544272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4544278.500000 Penalty: 5190.874023
	Iteration 25Q: 3 clusters Score -4544278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4544289.000000 Penalty: 5190.874023
	Iteration 26Q: 3 clusters Score -4544289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -4544290.500000 Penalty: 5190.874023
	Iteration 27Q: 3 clusters Score -4544290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4544298.500000 Penalty: 5190.874023
	Iteration 28Q: 3 clusters Score -4544298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -4544303.000000 Penalty: 5190.874023
	Iteration 29Q: 3 clusters Score -4544303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4544305.000000 Penalty: 5190.874023
	Iteration 30Q: 3 clusters Score -4544305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -4544311.000000 Penalty: 5190.874023
	Iteration 31Q: 3 clusters Score -4544311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4544314.000000 Penalty: 5190.874023
	Iteration 32Q: 3 clusters Score -4544314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -4544317.500000 Penalty: 5190.874023
	Iteration 33Q: 3 clusters Score -4544318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4544320.500000 Penalty: 5190.874023
	Iteration 34Q: 3 clusters Score -4544320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4544323.500000 Penalty: 5190.874023
	Iteration 35Q: 3 clusters Score -4544324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4544327.000000 Penalty: 5190.874023
	Iteration 36Q: 3 clusters Score -4544327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -4544327.500000 Penalty: 5190.874023
	Iteration 37Q: 3 clusters Score -4544328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -4544329.500000 Penalty: 5190.874023
	Iteration 38Q: 3 clusters Score -4544330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -4544329.500000 Penalty: 5190.874023
	Iteration 39F: 3 clusters Score -4544330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Entering Unmasked Estep 
Score: -2691142.000000 Penalty: 2474.472900
	Iteration 0F: 2 clusters Score -2691142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2676069.000000 Penalty: 4948.945801
	Iteration 0F: 3 clusters Score -2676069 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2681202.750000 Penalty: 4948.945801
	Iteration 1F: 3 clusters Score -2681203 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2681645.750000 Penalty: 4948.945801
	Iteration 2F: 3 clusters Score -2681646 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2682039.750000 Penalty: 4948.945801
	Iteration 3Q: 3 clusters Score -2682040 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2682433.000000 Penalty: 4948.945801
	Iteration 4Q: 3 clusters Score -2682433 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2682846.000000 Penalty: 4948.945801
	Iteration 5Q: 3 clusters Score -2682846 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2683302.000000 Penalty: 4948.945801
	Iteration 6Q: 3 clusters Score -2683302 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2683903.000000 Penalty: 4948.945801
	Iteration 7Q: 3 clusters Score -2683903 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2684727.250000 Penalty: 4948.945801
	Iteration 8F: 3 clusters Score -2684727 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2685919.250000 Penalty: 4948.945801
	Iteration 9F: 3 clusters Score -2685919 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2687601.250000 Penalty: 4948.945801
	Iteration 10F: 3 clusters Score -2687601 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2689371.250000 Penalty: 4948.945801
	Iteration 11F: 3 clusters Score -2689371 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2691159.250000 Penalty: 4948.945801
	Iteration 12F: 3 clusters Score -2691159 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2692845.250000 Penalty: 4948.945801
	Iteration 13Q: 3 clusters Score -2692845 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2693684.250000 Penalty: 4948.945801
	Iteration 14Q: 3 clusters Score -2693684 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2693917.000000 Penalty: 4948.945801
	Iteration 15Q: 3 clusters Score -2693917 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2694006.000000 Penalty: 4948.945801
	Iteration 16Q: 3 clusters Score -2694006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2694027.750000 Penalty: 4948.945801
	Iteration 17Q: 3 clusters Score -2694028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2694044.750000 Penalty: 4948.945801
	Iteration 18Q: 3 clusters Score -2694045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2694050.250000 Penalty: 4948.945801
	Iteration 19Q: 3 clusters Score -2694050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2694039.000000 Penalty: 4948.945801
	Iteration 20F: 3 clusters Score -2694039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2694047.250000 Penalty: 4948.945801
	Iteration 21Q: 3 clusters Score -2694047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2694045.000000 Penalty: 4948.945801
	Iteration 22Q: 3 clusters Score -2694045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2694047.750000 Penalty: 4948.945801
	Iteration 23Q: 3 clusters Score -2694048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2694049.000000 Penalty: 4948.945801
	Iteration 24Q: 3 clusters Score -2694049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2694049.500000 Penalty: 4948.945801
	Iteration 25Q: 3 clusters Score -2694050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2694048.500000 Penalty: 4948.945801
	Iteration 26Q: 3 clusters Score -2694048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2694052.500000 Penalty: 4948.945801
	Iteration 27Q: 3 clusters Score -2694052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2694057.250000 Penalty: 4948.945801
	Iteration 28Q: 3 clusters Score -2694057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2694053.250000 Penalty: 4948.945801
	Iteration 29Q: 3 clusters Score -2694053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2694053.250000 Penalty: 4948.945801
	Iteration 30F: 3 clusters Score -2694053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 13793 members 
Mstep: Class 3 contains 146003 members 
Mstep: Class 4 contains 114025 members 
Mstep: Class 5 contains 30219 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 4745 members 
Mstep: Class 8 contains 50321 members 
Mstep: Class 9 contains 35083 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 53356 members 
Mstep: Class 13 contains 12187 members 
Mstep: Class 14 contains 147195 members 
Mstep: Class 15 contains 147690 members 
Mstep: Class 16 contains 78206 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 27835 members 
Mstep: Class 19 contains 144844 members 
Mstep: Class 20 contains 6168 members 
Mstep: Class 21 contains 22100 members 
Mstep: Class 22 contains 43778 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10763 members 
Mstep: Class 25 contains 16030 members 
Entering Unmasked Estep 
Score: -157721504.000000 Penalty: 87116.515625
Splitting cluster 10 changes total score from -157719696.000000 to -157721504.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (40278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Entering Unmasked Estep 
Score: -5235550.000000 Penalty: 2629.683105
	Iteration 0F: 2 clusters Score -5235550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -5208292.000000 Penalty: 5259.366211
	Iteration 0F: 3 clusters Score -5208292 nChanged 18358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -5218264.500000 Penalty: 5259.366211
	Iteration 1F: 3 clusters Score -5218264 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -5218851.500000 Penalty: 5259.366211
	Iteration 2Q: 3 clusters Score -5218852 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -5219631.000000 Penalty: 5259.366211
	Iteration 3Q: 3 clusters Score -5219631 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -5220846.000000 Penalty: 5259.366211
	Iteration 4F: 3 clusters Score -5220846 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -5222696.000000 Penalty: 5259.366211
	Iteration 5F: 3 clusters Score -5222696 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -5225408.000000 Penalty: 5259.366211
	Iteration 6F: 3 clusters Score -5225408 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -5228499.000000 Penalty: 5259.366211
	Iteration 7F: 3 clusters Score -5228499 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -5230902.500000 Penalty: 5259.366211
	Iteration 8F: 3 clusters Score -5230902 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -5232277.000000 Penalty: 5259.366211
	Iteration 9Q: 3 clusters Score -5232277 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -5232849.000000 Penalty: 5259.366211
	Iteration 10Q: 3 clusters Score -5232849 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -5233070.500000 Penalty: 5259.366211
	Iteration 11Q: 3 clusters Score -5233070 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -5233174.000000 Penalty: 5259.366211
	Iteration 12Q: 3 clusters Score -5233174 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -5233235.500000 Penalty: 5259.366211
	Iteration 13Q: 3 clusters Score -5233236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -5233279.000000 Penalty: 5259.366211
	Iteration 14Q: 3 clusters Score -5233279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -5233322.000000 Penalty: 5259.366211
	Iteration 15Q: 3 clusters Score -5233322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -5233332.500000 Penalty: 5259.366211
	Iteration 16Q: 3 clusters Score -5233332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -5233342.500000 Penalty: 5259.366211
	Iteration 17Q: 3 clusters Score -5233342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -5233354.500000 Penalty: 5259.366211
	Iteration 18Q: 3 clusters Score -5233354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -5233365.000000 Penalty: 5259.366211
	Iteration 19Q: 3 clusters Score -5233365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5233374.000000 Penalty: 5259.366211
	Iteration 20F: 3 clusters Score -5233374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -5233381.500000 Penalty: 5259.366211
	Iteration 21Q: 3 clusters Score -5233382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -5233386.500000 Penalty: 5259.366211
	Iteration 22Q: 3 clusters Score -5233386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -5233382.500000 Penalty: 5259.366211
	Iteration 23Q: 3 clusters Score -5233382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5233383.000000 Penalty: 5259.366211
	Iteration 24Q: 3 clusters Score -5233383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -5233384.500000 Penalty: 5259.366211
	Iteration 25Q: 3 clusters Score -5233384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -5233384.500000 Penalty: 5259.366211
	Iteration 26F: 3 clusters Score -5233384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Entering Unmasked Estep 
Score: -6950472.000000 Penalty: 2699.416016
	Iteration 0F: 2 clusters Score -6950472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -6914712.000000 Penalty: 5398.832031
	Iteration 0F: 3 clusters Score -6914712 nChanged 24554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -6928637.500000 Penalty: 5398.832031
	Iteration 1F: 3 clusters Score -6928638 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -6929431.000000 Penalty: 5398.832031
	Iteration 2Q: 3 clusters Score -6929431 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -6930342.000000 Penalty: 5398.832031
	Iteration 3Q: 3 clusters Score -6930342 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -6931326.000000 Penalty: 5398.832031
	Iteration 4Q: 3 clusters Score -6931326 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -6932524.000000 Penalty: 5398.832031
	Iteration 5Q: 3 clusters Score -6932524 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -6933621.000000 Penalty: 5398.832031
	Iteration 6F: 3 clusters Score -6933621 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -6934785.000000 Penalty: 5398.832031
	Iteration 7F: 3 clusters Score -6934785 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -6936117.000000 Penalty: 5398.832031
	Iteration 8F: 3 clusters Score -6936117 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -6937416.500000 Penalty: 5398.832031
	Iteration 9F: 3 clusters Score -6937416 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -6938989.000000 Penalty: 5398.832031
	Iteration 10F: 3 clusters Score -6938989 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -6940688.500000 Penalty: 5398.832031
	Iteration 11F: 3 clusters Score -6940688 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -6942433.500000 Penalty: 5398.832031
	Iteration 12Q: 3 clusters Score -6942434 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -6943949.500000 Penalty: 5398.832031
	Iteration 13Q: 3 clusters Score -6943950 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -6945158.000000 Penalty: 5398.832031
	Iteration 14Q: 3 clusters Score -6945158 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -6946086.000000 Penalty: 5398.832031
	Iteration 15Q: 3 clusters Score -6946086 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -6946718.000000 Penalty: 5398.832031
	Iteration 16Q: 3 clusters Score -6946718 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -6947217.000000 Penalty: 5398.832031
	Iteration 17Q: 3 clusters Score -6947217 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -6947523.500000 Penalty: 5398.832031
	Iteration 18Q: 3 clusters Score -6947524 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -6947732.500000 Penalty: 5398.832031
	Iteration 19Q: 3 clusters Score -6947732 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -6947870.000000 Penalty: 5398.832031
	Iteration 20F: 3 clusters Score -6947870 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -6947956.500000 Penalty: 5398.832031
	Iteration 21Q: 3 clusters Score -6947956 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -6948016.000000 Penalty: 5398.832031
	Iteration 22Q: 3 clusters Score -6948016 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -6948059.500000 Penalty: 5398.832031
	Iteration 23Q: 3 clusters Score -6948060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -6948093.500000 Penalty: 5398.832031
	Iteration 24Q: 3 clusters Score -6948094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -6948119.000000 Penalty: 5398.832031
	Iteration 25Q: 3 clusters Score -6948119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -6948143.000000 Penalty: 5398.832031
	Iteration 26Q: 3 clusters Score -6948143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -6948157.500000 Penalty: 5398.832031
	Iteration 27Q: 3 clusters Score -6948158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -6948171.500000 Penalty: 5398.832031
	Iteration 28Q: 3 clusters Score -6948172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -6948180.000000 Penalty: 5398.832031
	Iteration 29Q: 3 clusters Score -6948180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -6948189.000000 Penalty: 5398.832031
	Iteration 30Q: 3 clusters Score -6948189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -6948194.000000 Penalty: 5398.832031
	Iteration 31Q: 3 clusters Score -6948194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -6948188.000000 Penalty: 5398.832031
	Iteration 32Q: 3 clusters Score -6948188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -6948184.000000 Penalty: 5398.832031
	Iteration 33Q: 3 clusters Score -6948184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -6948182.000000 Penalty: 5398.832031
	Iteration 34Q: 3 clusters Score -6948182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -6948180.000000 Penalty: 5398.832031
	Iteration 35Q: 3 clusters Score -6948180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -6948194.000000 Penalty: 5398.832031
	Iteration 36Q: 3 clusters Score -6948194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -6948189.000000 Penalty: 5398.832031
	Iteration 37Q: 3 clusters Score -6948189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -6948193.500000 Penalty: 5398.832031
	Iteration 38Q: 3 clusters Score -6948194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -6948199.000000 Penalty: 5398.832031
	Iteration 39Q: 3 clusters Score -6948199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -6948196.500000 Penalty: 5398.832031
	Iteration 40F: 3 clusters Score -6948196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -6948194.000000 Penalty: 5398.832031
	Iteration 41Q: 3 clusters Score -6948194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -6948193.000000 Penalty: 5398.832031
	Iteration 42Q: 3 clusters Score -6948193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -6948196.000000 Penalty: 5398.832031
	Iteration 43Q: 3 clusters Score -6948196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -6948196.000000 Penalty: 5398.832031
	Iteration 44F: 3 clusters Score -6948196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Entering Unmasked Estep 
Score: -1551427.125000 Penalty: 2333.215088
	Iteration 0F: 2 clusters Score -1551427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1542313.250000 Penalty: 4666.430176
	Iteration 0F: 3 clusters Score -1542313 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1545028.750000 Penalty: 4666.430176
	Iteration 1F: 3 clusters Score -1545029 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1545356.125000 Penalty: 4666.430176
	Iteration 2F: 3 clusters Score -1545356 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1545577.625000 Penalty: 4666.430176
	Iteration 3Q: 3 clusters Score -1545578 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1545743.500000 Penalty: 4666.430176
	Iteration 4Q: 3 clusters Score -1545744 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1545893.500000 Penalty: 4666.430176
	Iteration 5Q: 3 clusters Score -1545894 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1546035.625000 Penalty: 4666.430176
	Iteration 6Q: 3 clusters Score -1546036 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1546196.625000 Penalty: 4666.430176
	Iteration 7Q: 3 clusters Score -1546197 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1546423.750000 Penalty: 4666.430176
	Iteration 8Q: 3 clusters Score -1546424 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1546742.500000 Penalty: 4666.430176
	Iteration 9Q: 3 clusters Score -1546742 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1547183.750000 Penalty: 4666.430176
	Iteration 10F: 3 clusters Score -1547184 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1547745.625000 Penalty: 4666.430176
	Iteration 11F: 3 clusters Score -1547746 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1548342.875000 Penalty: 4666.430176
	Iteration 12F: 3 clusters Score -1548343 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1548832.250000 Penalty: 4666.430176
	Iteration 13Q: 3 clusters Score -1548832 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1549203.625000 Penalty: 4666.430176
	Iteration 14Q: 3 clusters Score -1549204 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1549442.625000 Penalty: 4666.430176
	Iteration 15Q: 3 clusters Score -1549443 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1549603.750000 Penalty: 4666.430176
	Iteration 16Q: 3 clusters Score -1549604 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1549706.125000 Penalty: 4666.430176
	Iteration 17Q: 3 clusters Score -1549706 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1549749.250000 Penalty: 4666.430176
	Iteration 18Q: 3 clusters Score -1549749 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1549792.125000 Penalty: 4666.430176
	Iteration 19Q: 3 clusters Score -1549792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1549811.625000 Penalty: 4666.430176
	Iteration 20F: 3 clusters Score -1549812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1549823.750000 Penalty: 4666.430176
	Iteration 21Q: 3 clusters Score -1549824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1549828.000000 Penalty: 4666.430176
	Iteration 22Q: 3 clusters Score -1549828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1549825.625000 Penalty: 4666.430176
	Iteration 23Q: 3 clusters Score -1549826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1549830.500000 Penalty: 4666.430176
	Iteration 24Q: 3 clusters Score -1549830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1549835.375000 Penalty: 4666.430176
	Iteration 25Q: 3 clusters Score -1549835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1549835.750000 Penalty: 4666.430176
	Iteration 26Q: 3 clusters Score -1549836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1549837.625000 Penalty: 4666.430176
	Iteration 27Q: 3 clusters Score -1549838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1549839.750000 Penalty: 4666.430176
	Iteration 28Q: 3 clusters Score -1549840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1549840.250000 Penalty: 4666.430176
	Iteration 29Q: 3 clusters Score -1549840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1549837.500000 Penalty: 4666.430176
	Iteration 30Q: 3 clusters Score -1549838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1549837.375000 Penalty: 4666.430176
	Iteration 31Q: 3 clusters Score -1549837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1549837.375000 Penalty: 4666.430176
	Iteration 32F: 3 clusters Score -1549837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (147195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147195 members 
Entering Unmasked Estep 
Score: -19063342.000000 Penalty: 2951.079346
	Iteration 0F: 2 clusters Score -1.906334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -18964834.000000 Penalty: 5902.158691
	Iteration 0F: 3 clusters Score -1.896483e+07 nChanged 70302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 70085 members 
Entering Unmasked Estep 
Score: -19005796.000000 Penalty: 5902.158691
	Iteration 1F: 3 clusters Score -1.90058e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -19006698.000000 Penalty: 5902.158691
	Iteration 2Q: 3 clusters Score -1.90067e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -19008096.000000 Penalty: 5902.158691
	Iteration 3Q: 3 clusters Score -1.90081e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -19010686.000000 Penalty: 5902.158691
	Iteration 4Q: 3 clusters Score -1.901069e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95322 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -19015196.000000 Penalty: 5902.158691
	Iteration 5F: 3 clusters Score -1.90152e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105334 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -19022910.000000 Penalty: 5902.158691
	Iteration 6F: 3 clusters Score -1.902291e+07 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117118 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -19033374.000000 Penalty: 5902.158691
	Iteration 7F: 3 clusters Score -1.903337e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128486 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -19044084.000000 Penalty: 5902.158691
	Iteration 8F: 3 clusters Score -1.904408e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136988 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -19052632.000000 Penalty: 5902.158691
	Iteration 9F: 3 clusters Score -1.905263e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141923 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -19057398.000000 Penalty: 5902.158691
	Iteration 10Q: 3 clusters Score -1.90574e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144079 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -19059542.000000 Penalty: 5902.158691
	Iteration 11Q: 3 clusters Score -1.905954e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144946 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -19060434.000000 Penalty: 5902.158691
	Iteration 12Q: 3 clusters Score -1.906043e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145282 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -19060812.000000 Penalty: 5902.158691
	Iteration 13Q: 3 clusters Score -1.906081e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145446 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -19061030.000000 Penalty: 5902.158691
	Iteration 14Q: 3 clusters Score -1.906103e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145517 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19061172.000000 Penalty: 5902.158691
	Iteration 15Q: 3 clusters Score -1.906117e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145566 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -19061266.000000 Penalty: 5902.158691
	Iteration 16Q: 3 clusters Score -1.906127e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145604 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -19061328.000000 Penalty: 5902.158691
	Iteration 17Q: 3 clusters Score -1.906133e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145628 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -19061390.000000 Penalty: 5902.158691
	Iteration 18Q: 3 clusters Score -1.906139e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145645 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -19061434.000000 Penalty: 5902.158691
	Iteration 19Q: 3 clusters Score -1.906143e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145642 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -19061496.000000 Penalty: 5902.158691
	Iteration 20F: 3 clusters Score -1.90615e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145611 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19061532.000000 Penalty: 5902.158691
	Iteration 21Q: 3 clusters Score -1.906153e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145591 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -19061564.000000 Penalty: 5902.158691
	Iteration 22Q: 3 clusters Score -1.906156e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145573 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -19061590.000000 Penalty: 5902.158691
	Iteration 23Q: 3 clusters Score -1.906159e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145562 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -19061620.000000 Penalty: 5902.158691
	Iteration 24Q: 3 clusters Score -1.906162e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145552 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -19061648.000000 Penalty: 5902.158691
	Iteration 25Q: 3 clusters Score -1.906165e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145536 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -19061664.000000 Penalty: 5902.158691
	Iteration 26Q: 3 clusters Score -1.906166e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145520 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -19061670.000000 Penalty: 5902.158691
	Iteration 27Q: 3 clusters Score -1.906167e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145507 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -19061688.000000 Penalty: 5902.158691
	Iteration 28Q: 3 clusters Score -1.906169e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145495 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -19061694.000000 Penalty: 5902.158691
	Iteration 29Q: 3 clusters Score -1.906169e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145490 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19061708.000000 Penalty: 5902.158691
	Iteration 30Q: 3 clusters Score -1.906171e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145481 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -19061706.000000 Penalty: 5902.158691
	Iteration 31Q: 3 clusters Score -1.906171e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145471 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -19061738.000000 Penalty: 5902.158691
	Iteration 32Q: 3 clusters Score -1.906174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145453 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -19061744.000000 Penalty: 5902.158691
	Iteration 33Q: 3 clusters Score -1.906174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145451 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -19061754.000000 Penalty: 5902.158691
	Iteration 34Q: 3 clusters Score -1.906175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145438 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -19061752.000000 Penalty: 5902.158691
	Iteration 35Q: 3 clusters Score -1.906175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145428 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -19061774.000000 Penalty: 5902.158691
	Iteration 36Q: 3 clusters Score -1.906177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145424 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -19061770.000000 Penalty: 5902.158691
	Iteration 37Q: 3 clusters Score -1.906177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145418 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -19061772.000000 Penalty: 5902.158691
	Iteration 38Q: 3 clusters Score -1.906177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145411 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -19061766.000000 Penalty: 5902.158691
	Iteration 39Q: 3 clusters Score -1.906177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145404 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -19061770.000000 Penalty: 5902.158691
	Iteration 40F: 3 clusters Score -1.906177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145399 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -19061768.000000 Penalty: 5902.158691
	Iteration 41Q: 3 clusters Score -1.906177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145390 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -19061798.000000 Penalty: 5902.158691
	Iteration 42Q: 3 clusters Score -1.90618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145383 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -19061780.000000 Penalty: 5902.158691
	Iteration 43Q: 3 clusters Score -1.906178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145371 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -19061790.000000 Penalty: 5902.158691
	Iteration 44Q: 3 clusters Score -1.906179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145361 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -19061800.000000 Penalty: 5902.158691
	Iteration 45Q: 3 clusters Score -1.90618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145352 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -19061800.000000 Penalty: 5902.158691
	Iteration 46Q: 3 clusters Score -1.90618e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145340 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -19061824.000000 Penalty: 5902.158691
	Iteration 47Q: 3 clusters Score -1.906182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145329 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -19061830.000000 Penalty: 5902.158691
	Iteration 48Q: 3 clusters Score -1.906183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145319 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -19061830.000000 Penalty: 5902.158691
	Iteration 49Q: 3 clusters Score -1.906183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145310 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -19061816.000000 Penalty: 5902.158691
	Iteration 50Q: 3 clusters Score -1.906182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145294 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -19061820.000000 Penalty: 5902.158691
	Iteration 51Q: 3 clusters Score -1.906182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145287 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -19061822.000000 Penalty: 5902.158691
	Iteration 52Q: 3 clusters Score -1.906182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145271 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -19061846.000000 Penalty: 5902.158691
	Iteration 53Q: 3 clusters Score -1.906185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145262 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -19061848.000000 Penalty: 5902.158691
	Iteration 54Q: 3 clusters Score -1.906185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -19061842.000000 Penalty: 5902.158691
	Iteration 55Q: 3 clusters Score -1.906184e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145240 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -19061850.000000 Penalty: 5902.158691
	Iteration 56Q: 3 clusters Score -1.906185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145227 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -19061848.000000 Penalty: 5902.158691
	Iteration 57Q: 3 clusters Score -1.906185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145214 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -19061832.000000 Penalty: 5902.158691
	Iteration 58Q: 3 clusters Score -1.906183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145206 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -19061836.000000 Penalty: 5902.158691
	Iteration 59Q: 3 clusters Score -1.906184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145205 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -19061844.000000 Penalty: 5902.158691
	Iteration 60F: 3 clusters Score -1.906184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145204 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -19061844.000000 Penalty: 5902.158691
	Iteration 61Q: 3 clusters Score -1.906184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145198 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -19061824.000000 Penalty: 5902.158691
	Iteration 62Q: 3 clusters Score -1.906182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145185 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -19061838.000000 Penalty: 5902.158691
	Iteration 63Q: 3 clusters Score -1.906184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145174 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -19061842.000000 Penalty: 5902.158691
	Iteration 64Q: 3 clusters Score -1.906184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145169 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19061834.000000 Penalty: 5902.158691
	Iteration 65Q: 3 clusters Score -1.906183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145169 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19061846.000000 Penalty: 5902.158691
	Iteration 66Q: 3 clusters Score -1.906185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145174 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -19061852.000000 Penalty: 5902.158691
	Iteration 67Q: 3 clusters Score -1.906185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145174 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -19061858.000000 Penalty: 5902.158691
	Iteration 68Q: 3 clusters Score -1.906186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145174 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -19061856.000000 Penalty: 5902.158691
	Iteration 69Q: 3 clusters Score -1.906186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145173 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -19061862.000000 Penalty: 5902.158691
	Iteration 70Q: 3 clusters Score -1.906186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145172 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -19061872.000000 Penalty: 5902.158691
	Iteration 71Q: 3 clusters Score -1.906187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145172 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -19061872.000000 Penalty: 5902.158691
	Iteration 72F: 3 clusters Score -1.906187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (147690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147690 members 
Entering Unmasked Estep 
Score: -19135628.000000 Penalty: 2951.912109
	Iteration 0F: 2 clusters Score -1.913563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74178 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -19038774.000000 Penalty: 5903.824219
	Iteration 0F: 3 clusters Score -1.903877e+07 nChanged 70232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -19079118.000000 Penalty: 5903.824219
	Iteration 1F: 3 clusters Score -1.907912e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83356 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -19080664.000000 Penalty: 5903.824219
	Iteration 2Q: 3 clusters Score -1.908066e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -19083236.000000 Penalty: 5903.824219
	Iteration 3Q: 3 clusters Score -1.908324e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96519 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -19088046.000000 Penalty: 5903.824219
	Iteration 4F: 3 clusters Score -1.908805e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107475 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -19096452.000000 Penalty: 5903.824219
	Iteration 5F: 3 clusters Score -1.909645e+07 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120389 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -19108250.000000 Penalty: 5903.824219
	Iteration 6F: 3 clusters Score -1.910825e+07 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132061 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -19119712.000000 Penalty: 5903.824219
	Iteration 7F: 3 clusters Score -1.911971e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139725 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -19127050.000000 Penalty: 5903.824219
	Iteration 8F: 3 clusters Score -1.912705e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143482 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -19130574.000000 Penalty: 5903.824219
	Iteration 9Q: 3 clusters Score -1.913057e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145121 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -19132004.000000 Penalty: 5903.824219
	Iteration 10Q: 3 clusters Score -1.9132e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145812 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -19132654.000000 Penalty: 5903.824219
	Iteration 11Q: 3 clusters Score -1.913265e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146116 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -19132966.000000 Penalty: 5903.824219
	Iteration 12Q: 3 clusters Score -1.913297e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146252 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -19133082.000000 Penalty: 5903.824219
	Iteration 13Q: 3 clusters Score -1.913308e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146348 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -19133258.000000 Penalty: 5903.824219
	Iteration 14Q: 3 clusters Score -1.913326e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146413 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -19133344.000000 Penalty: 5903.824219
	Iteration 15Q: 3 clusters Score -1.913334e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146434 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -19133388.000000 Penalty: 5903.824219
	Iteration 16Q: 3 clusters Score -1.913339e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146439 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -19133420.000000 Penalty: 5903.824219
	Iteration 17Q: 3 clusters Score -1.913342e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146438 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -19133464.000000 Penalty: 5903.824219
	Iteration 18Q: 3 clusters Score -1.913346e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146446 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -19133490.000000 Penalty: 5903.824219
	Iteration 19Q: 3 clusters Score -1.913349e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146444 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19133496.000000 Penalty: 5903.824219
	Iteration 20F: 3 clusters Score -1.91335e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146455 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -19133510.000000 Penalty: 5903.824219
	Iteration 21Q: 3 clusters Score -1.913351e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146455 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -19133540.000000 Penalty: 5903.824219
	Iteration 22Q: 3 clusters Score -1.913354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146453 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19133558.000000 Penalty: 5903.824219
	Iteration 23Q: 3 clusters Score -1.913356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146456 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -19133558.000000 Penalty: 5903.824219
	Iteration 24Q: 3 clusters Score -1.913356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146458 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -19133562.000000 Penalty: 5903.824219
	Iteration 25Q: 3 clusters Score -1.913356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146459 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -19133580.000000 Penalty: 5903.824219
	Iteration 26Q: 3 clusters Score -1.913358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146460 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -19133572.000000 Penalty: 5903.824219
	Iteration 27Q: 3 clusters Score -1.913357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146457 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19133560.000000 Penalty: 5903.824219
	Iteration 28Q: 3 clusters Score -1.913356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146455 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -19133560.000000 Penalty: 5903.824219
	Iteration 29Q: 3 clusters Score -1.913356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146451 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19133564.000000 Penalty: 5903.824219
	Iteration 30Q: 3 clusters Score -1.913356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146451 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19133562.000000 Penalty: 5903.824219
	Iteration 31Q: 3 clusters Score -1.913356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146451 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19133576.000000 Penalty: 5903.824219
	Iteration 32Q: 3 clusters Score -1.913358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146445 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -19133590.000000 Penalty: 5903.824219
	Iteration 33Q: 3 clusters Score -1.913359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19133604.000000 Penalty: 5903.824219
	Iteration 34Q: 3 clusters Score -1.91336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146436 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -19133622.000000 Penalty: 5903.824219
	Iteration 35Q: 3 clusters Score -1.913362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146436 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -19133608.000000 Penalty: 5903.824219
	Iteration 36Q: 3 clusters Score -1.913361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146437 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19133604.000000 Penalty: 5903.824219
	Iteration 37Q: 3 clusters Score -1.91336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146435 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -19133618.000000 Penalty: 5903.824219
	Iteration 38Q: 3 clusters Score -1.913362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146437 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19133632.000000 Penalty: 5903.824219
	Iteration 39Q: 3 clusters Score -1.913363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146439 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -19133640.000000 Penalty: 5903.824219
	Iteration 40F: 3 clusters Score -1.913364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146442 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -19133638.000000 Penalty: 5903.824219
	Iteration 41Q: 3 clusters Score -1.913364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146440 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -19133640.000000 Penalty: 5903.824219
	Iteration 42Q: 3 clusters Score -1.913364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146440 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -19133652.000000 Penalty: 5903.824219
	Iteration 43Q: 3 clusters Score -1.913365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19133652.000000 Penalty: 5903.824219
	Iteration 44Q: 3 clusters Score -1.913365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146444 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19133650.000000 Penalty: 5903.824219
	Iteration 45Q: 3 clusters Score -1.913365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146444 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19133662.000000 Penalty: 5903.824219
	Iteration 46Q: 3 clusters Score -1.913366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146444 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19133662.000000 Penalty: 5903.824219
	Iteration 47Q: 3 clusters Score -1.913366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19133666.000000 Penalty: 5903.824219
	Iteration 48Q: 3 clusters Score -1.913367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19133666.000000 Penalty: 5903.824219
	Iteration 49F: 3 clusters Score -1.913367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (78206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78206 members 
Entering Unmasked Estep 
Score: -10111054.000000 Penalty: 2794.241211
	Iteration 0F: 2 clusters Score -1.011105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -10058486.000000 Penalty: 5588.482422
	Iteration 0F: 3 clusters Score -1.005849e+07 nChanged 36901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -10079129.000000 Penalty: 5588.482422
	Iteration 1F: 3 clusters Score -1.007913e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -10079657.000000 Penalty: 5588.482422
	Iteration 2Q: 3 clusters Score -1.007966e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -10080324.000000 Penalty: 5588.482422
	Iteration 3Q: 3 clusters Score -1.008032e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -10081338.000000 Penalty: 5588.482422
	Iteration 4Q: 3 clusters Score -1.008134e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -10082665.000000 Penalty: 5588.482422
	Iteration 5Q: 3 clusters Score -1.008266e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -10084992.000000 Penalty: 5588.482422
	Iteration 6F: 3 clusters Score -1.008499e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -10088376.000000 Penalty: 5588.482422
	Iteration 7F: 3 clusters Score -1.008838e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -10093214.000000 Penalty: 5588.482422
	Iteration 8F: 3 clusters Score -1.009321e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -10098661.000000 Penalty: 5588.482422
	Iteration 9F: 3 clusters Score -1.009866e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72602 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -10103232.000000 Penalty: 5588.482422
	Iteration 10F: 3 clusters Score -1.010323e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -10106250.000000 Penalty: 5588.482422
	Iteration 11Q: 3 clusters Score -1.010625e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10107624.000000 Penalty: 5588.482422
	Iteration 12Q: 3 clusters Score -1.010762e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10108142.000000 Penalty: 5588.482422
	Iteration 13Q: 3 clusters Score -1.010814e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10108325.000000 Penalty: 5588.482422
	Iteration 14Q: 3 clusters Score -1.010832e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10108418.000000 Penalty: 5588.482422
	Iteration 15Q: 3 clusters Score -1.010842e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10108452.000000 Penalty: 5588.482422
	Iteration 16Q: 3 clusters Score -1.010845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10108476.000000 Penalty: 5588.482422
	Iteration 17Q: 3 clusters Score -1.010848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77917 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10108503.000000 Penalty: 5588.482422
	Iteration 18Q: 3 clusters Score -1.01085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10108502.000000 Penalty: 5588.482422
	Iteration 19Q: 3 clusters Score -1.01085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10108516.000000 Penalty: 5588.482422
	Iteration 20F: 3 clusters Score -1.010852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10108508.000000 Penalty: 5588.482422
	Iteration 21Q: 3 clusters Score -1.010851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77933 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10108512.000000 Penalty: 5588.482422
	Iteration 22Q: 3 clusters Score -1.010851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77934 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10108518.000000 Penalty: 5588.482422
	Iteration 23Q: 3 clusters Score -1.010852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10108522.000000 Penalty: 5588.482422
	Iteration 24Q: 3 clusters Score -1.010852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10108521.000000 Penalty: 5588.482422
	Iteration 25Q: 3 clusters Score -1.010852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77939 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10108517.000000 Penalty: 5588.482422
	Iteration 26Q: 3 clusters Score -1.010852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10108521.000000 Penalty: 5588.482422
	Iteration 27Q: 3 clusters Score -1.010852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77942 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10108529.000000 Penalty: 5588.482422
	Iteration 28Q: 3 clusters Score -1.010853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10108524.000000 Penalty: 5588.482422
	Iteration 29Q: 3 clusters Score -1.010852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77948 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10108530.000000 Penalty: 5588.482422
	Iteration 30Q: 3 clusters Score -1.010853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77948 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10108532.000000 Penalty: 5588.482422
	Iteration 31Q: 3 clusters Score -1.010853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10108531.000000 Penalty: 5588.482422
	Iteration 32Q: 3 clusters Score -1.010853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10108531.000000 Penalty: 5588.482422
	Iteration 33F: 3 clusters Score -1.010853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -267129.531250 Penalty: 1917.192261
	Iteration 0F: 2 clusters Score -267129.5 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 1151 members 
Entering Unmasked Estep 
Score: -264427.656250 Penalty: 3834.384521
	Iteration 0F: 3 clusters Score -264427.7 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -265286.656250 Penalty: 3834.384521
	Iteration 1F: 3 clusters Score -265286.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -265701.187500 Penalty: 3834.384521
	Iteration 2F: 3 clusters Score -265701.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -266050.531250 Penalty: 3834.384521
	Iteration 3F: 3 clusters Score -266050.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -266371.781250 Penalty: 3834.384521
	Iteration 4F: 3 clusters Score -266371.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -266704.812500 Penalty: 3834.384521
	Iteration 5F: 3 clusters Score -266704.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -266918.750000 Penalty: 3834.384521
	Iteration 6Q: 3 clusters Score -266918.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -267152.843750 Penalty: 3834.384521
	Iteration 7Q: 3 clusters Score -267152.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -267367.437500 Penalty: 3834.384521
	Iteration 8Q: 3 clusters Score -267367.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -267724.406250 Penalty: 3834.384521
	Iteration 9Q: 3 clusters Score -267724.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -267867.375000 Penalty: 3834.384521
	Iteration 10Q: 3 clusters Score -267867.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -267907.343750 Penalty: 3834.384521
	Iteration 11Q: 3 clusters Score -267907.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -267939.593750 Penalty: 3834.384521
	Iteration 12Q: 3 clusters Score -267939.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -267960.562500 Penalty: 3834.384521
	Iteration 13Q: 3 clusters Score -267960.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -267974.156250 Penalty: 3834.384521
	Iteration 14Q: 3 clusters Score -267974.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -267980.156250 Penalty: 3834.384521
	Iteration 15Q: 3 clusters Score -267980.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -267984.937500 Penalty: 3834.384521
	Iteration 16Q: 3 clusters Score -267984.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -267991.156250 Penalty: 3834.384521
	Iteration 17Q: 3 clusters Score -267991.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -267997.406250 Penalty: 3834.384521
	Iteration 18Q: 3 clusters Score -267997.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -267999.437500 Penalty: 3834.384521
	Iteration 19Q: 3 clusters Score -267999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -268004.718750 Penalty: 3834.384521
	Iteration 20F: 3 clusters Score -268004.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -268011.718750 Penalty: 3834.384521
	Iteration 21Q: 3 clusters Score -268011.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -268022.343750 Penalty: 3834.384521
	Iteration 22Q: 3 clusters Score -268022.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -268031.062500 Penalty: 3834.384521
	Iteration 23Q: 3 clusters Score -268031.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -268033.750000 Penalty: 3834.384521
	Iteration 24Q: 3 clusters Score -268033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -268036.562500 Penalty: 3834.384521
	Iteration 25Q: 3 clusters Score -268036.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -268038.687500 Penalty: 3834.384521
	Iteration 26Q: 3 clusters Score -268038.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -268042.031250 Penalty: 3834.384521
	Iteration 27Q: 3 clusters Score -268042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -268047.343750 Penalty: 3834.384521
	Iteration 28Q: 3 clusters Score -268047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -268049.468750 Penalty: 3834.384521
	Iteration 29Q: 3 clusters Score -268049.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -268051.812500 Penalty: 3834.384521
	Iteration 30Q: 3 clusters Score -268051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -268055.062500 Penalty: 3834.384521
	Iteration 31Q: 3 clusters Score -268055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -268057.562500 Penalty: 3834.384521
	Iteration 32Q: 3 clusters Score -268057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -268062.062500 Penalty: 3834.384521
	Iteration 33Q: 3 clusters Score -268062.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -268067.281250 Penalty: 3834.384521
	Iteration 34Q: 3 clusters Score -268067.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -268069.062500 Penalty: 3834.384521
	Iteration 35Q: 3 clusters Score -268069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -268071.437500 Penalty: 3834.384521
	Iteration 36Q: 3 clusters Score -268071.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -268075.687500 Penalty: 3834.384521
	Iteration 37Q: 3 clusters Score -268075.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -268083.406250 Penalty: 3834.384521
	Iteration 38Q: 3 clusters Score -268083.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -268096.906250 Penalty: 3834.384521
	Iteration 39Q: 3 clusters Score -268096.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -268113.156250 Penalty: 3834.384521
	Iteration 40F: 3 clusters Score -268113.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -268135.187500 Penalty: 3834.384521
	Iteration 41Q: 3 clusters Score -268135.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -268175.406250 Penalty: 3834.384521
	Iteration 42Q: 3 clusters Score -268175.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -268214.406250 Penalty: 3834.384521
	Iteration 43Q: 3 clusters Score -268214.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -268242.531250 Penalty: 3834.384521
	Iteration 44Q: 3 clusters Score -268242.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -268259.250000 Penalty: 3834.384521
	Iteration 45Q: 3 clusters Score -268259.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -268267.125000 Penalty: 3834.384521
	Iteration 46Q: 3 clusters Score -268267.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -268269.531250 Penalty: 3834.384521
	Iteration 47Q: 3 clusters Score -268269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -268270.562500 Penalty: 3834.384521
	Iteration 48Q: 3 clusters Score -268270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -268271.687500 Penalty: 3834.384521
	Iteration 49Q: 3 clusters Score -268271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -268271.968750 Penalty: 3834.384521
	Iteration 50Q: 3 clusters Score -268272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -268271.968750 Penalty: 3834.384521
	Iteration 51F: 3 clusters Score -268272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 13793 members 
Mstep: Class 3 contains 146003 members 
Mstep: Class 4 contains 114025 members 
Mstep: Class 5 contains 30219 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 4745 members 
Mstep: Class 8 contains 50321 members 
Mstep: Class 9 contains 35083 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 53356 members 
Mstep: Class 13 contains 12187 members 
Mstep: Class 14 contains 147195 members 
Mstep: Class 15 contains 147690 members 
Mstep: Class 16 contains 78206 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 27835 members 
Mstep: Class 19 contains 144844 members 
Mstep: Class 20 contains 6168 members 
Mstep: Class 21 contains 22100 members 
Mstep: Class 22 contains 43778 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10763 members 
Mstep: Class 25 contains 16030 members 
Mstep: Class 26 contains 1455 members 
Entering Unmasked Estep 
Score: -157720912.000000 Penalty: 90601.179688
Splitting cluster 17 changes total score from -157719696.000000 to -157720912.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (27835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Entering Unmasked Estep 
Score: -3174855.500000 Penalty: 2538.044434
	Iteration 0F: 2 clusters Score -3174856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3155816.250000 Penalty: 5076.088867
	Iteration 0F: 3 clusters Score -3155816 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3163369.250000 Penalty: 5076.088867
	Iteration 1F: 3 clusters Score -3163369 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3165214.500000 Penalty: 5076.088867
	Iteration 2F: 3 clusters Score -3165214 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3168024.750000 Penalty: 5076.088867
	Iteration 3F: 3 clusters Score -3168025 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3171212.000000 Penalty: 5076.088867
	Iteration 4F: 3 clusters Score -3171212 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3173518.250000 Penalty: 5076.088867
	Iteration 5F: 3 clusters Score -3173518 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3174569.750000 Penalty: 5076.088867
	Iteration 6F: 3 clusters Score -3174570 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3175005.750000 Penalty: 5076.088867
	Iteration 7Q: 3 clusters Score -3175006 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3175149.250000 Penalty: 5076.088867
	Iteration 8Q: 3 clusters Score -3175149 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3175216.000000 Penalty: 5076.088867
	Iteration 9Q: 3 clusters Score -3175216 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3175277.750000 Penalty: 5076.088867
	Iteration 10Q: 3 clusters Score -3175278 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3175334.500000 Penalty: 5076.088867
	Iteration 11Q: 3 clusters Score -3175334 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -3175376.250000 Penalty: 5076.088867
	Iteration 12Q: 3 clusters Score -3175376 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -3175428.500000 Penalty: 5076.088867
	Iteration 13Q: 3 clusters Score -3175428 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3175480.500000 Penalty: 5076.088867
	Iteration 14Q: 3 clusters Score -3175480 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -3175568.500000 Penalty: 5076.088867
	Iteration 15Q: 3 clusters Score -3175568 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3175662.750000 Penalty: 5076.088867
	Iteration 16Q: 3 clusters Score -3175663 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3175777.000000 Penalty: 5076.088867
	Iteration 17Q: 3 clusters Score -3175777 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3175863.250000 Penalty: 5076.088867
	Iteration 18Q: 3 clusters Score -3175863 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -3175989.250000 Penalty: 5076.088867
	Iteration 19Q: 3 clusters Score -3175989 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3176105.750000 Penalty: 5076.088867
	Iteration 20F: 3 clusters Score -3176106 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3176216.000000 Penalty: 5076.088867
	Iteration 21Q: 3 clusters Score -3176216 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3176275.250000 Penalty: 5076.088867
	Iteration 22Q: 3 clusters Score -3176275 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -3176327.750000 Penalty: 5076.088867
	Iteration 23Q: 3 clusters Score -3176328 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3176344.500000 Penalty: 5076.088867
	Iteration 24Q: 3 clusters Score -3176344 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3176371.250000 Penalty: 5076.088867
	Iteration 25Q: 3 clusters Score -3176371 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3176380.500000 Penalty: 5076.088867
	Iteration 26Q: 3 clusters Score -3176380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -3176378.000000 Penalty: 5076.088867
	Iteration 27Q: 3 clusters Score -3176378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3176400.250000 Penalty: 5076.088867
	Iteration 28Q: 3 clusters Score -3176400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3176398.000000 Penalty: 5076.088867
	Iteration 29Q: 3 clusters Score -3176398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3176394.500000 Penalty: 5076.088867
	Iteration 30Q: 3 clusters Score -3176394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -3176409.500000 Penalty: 5076.088867
	Iteration 31Q: 3 clusters Score -3176410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3176411.750000 Penalty: 5076.088867
	Iteration 32Q: 3 clusters Score -3176412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3176413.250000 Penalty: 5076.088867
	Iteration 33Q: 3 clusters Score -3176413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -3176412.750000 Penalty: 5076.088867
	Iteration 34Q: 3 clusters Score -3176413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -3176410.000000 Penalty: 5076.088867
	Iteration 35Q: 3 clusters Score -3176410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -3176408.750000 Penalty: 5076.088867
	Iteration 36Q: 3 clusters Score -3176409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3176408.000000 Penalty: 5076.088867
	Iteration 37Q: 3 clusters Score -3176408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3176408.500000 Penalty: 5076.088867
	Iteration 38Q: 3 clusters Score -3176408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -3176408.750000 Penalty: 5076.088867
	Iteration 39Q: 3 clusters Score -3176409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3176408.750000 Penalty: 5076.088867
	Iteration 40F: 3 clusters Score -3176409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3176408.000000 Penalty: 5076.088867
	Iteration 41Q: 3 clusters Score -3176408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3176410.500000 Penalty: 5076.088867
	Iteration 42Q: 3 clusters Score -3176410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3176411.750000 Penalty: 5076.088867
	Iteration 43Q: 3 clusters Score -3176412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3176415.000000 Penalty: 5076.088867
	Iteration 44Q: 3 clusters Score -3176415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3176414.250000 Penalty: 5076.088867
	Iteration 45Q: 3 clusters Score -3176414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3176414.000000 Penalty: 5076.088867
	Iteration 46Q: 3 clusters Score -3176414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3176412.500000 Penalty: 5076.088867
	Iteration 47Q: 3 clusters Score -3176412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -3176413.000000 Penalty: 5076.088867
	Iteration 48Q: 3 clusters Score -3176413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3176426.000000 Penalty: 5076.088867
	Iteration 49Q: 3 clusters Score -3176426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3176435.250000 Penalty: 5076.088867
	Iteration 50Q: 3 clusters Score -3176435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3176439.500000 Penalty: 5076.088867
	Iteration 51Q: 3 clusters Score -3176440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3176434.750000 Penalty: 5076.088867
	Iteration 52Q: 3 clusters Score -3176435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -3176433.500000 Penalty: 5076.088867
	Iteration 53Q: 3 clusters Score -3176434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3176436.000000 Penalty: 5076.088867
	Iteration 54Q: 3 clusters Score -3176436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -3176438.500000 Penalty: 5076.088867
	Iteration 55Q: 3 clusters Score -3176438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3176438.750000 Penalty: 5076.088867
	Iteration 56Q: 3 clusters Score -3176439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -3176437.250000 Penalty: 5076.088867
	Iteration 57Q: 3 clusters Score -3176437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3176437.500000 Penalty: 5076.088867
	Iteration 58Q: 3 clusters Score -3176438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3176434.000000 Penalty: 5076.088867
	Iteration 59Q: 3 clusters Score -3176434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3176435.500000 Penalty: 5076.088867
	Iteration 60F: 3 clusters Score -3176436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3176435.250000 Penalty: 5076.088867
	Iteration 61Q: 3 clusters Score -3176435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3176432.000000 Penalty: 5076.088867
	Iteration 62Q: 3 clusters Score -3176432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -3176434.000000 Penalty: 5076.088867
	Iteration 63Q: 3 clusters Score -3176434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -3176434.000000 Penalty: 5076.088867
	Iteration 64F: 3 clusters Score -3176434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 13793 members 
Mstep: Class 3 contains 146003 members 
Mstep: Class 4 contains 114025 members 
Mstep: Class 5 contains 30219 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 4745 members 
Mstep: Class 8 contains 50321 members 
Mstep: Class 9 contains 35083 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 53356 members 
Mstep: Class 13 contains 12187 members 
Mstep: Class 14 contains 147195 members 
Mstep: Class 15 contains 147690 members 
Mstep: Class 16 contains 78206 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 5668 members 
Mstep: Class 19 contains 144844 members 
Mstep: Class 20 contains 6168 members 
Mstep: Class 21 contains 22100 members 
Mstep: Class 22 contains 43778 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 10763 members 
Mstep: Class 25 contains 16030 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 22167 members 
Entering Unmasked Estep 
Score: -157721872.000000 Penalty: 94085.835938
Splitting cluster 18 changes total score from -157719696.000000 to -157721872.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (144844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144844 members 
Entering Unmasked Estep 
Score: -18837858.000000 Penalty: 2947.086182
	Iteration 0F: 2 clusters Score -1.883786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -18741012.000000 Penalty: 5894.172363
	Iteration 0F: 3 clusters Score -1.874101e+07 nChanged 69404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -18781428.000000 Penalty: 5894.172363
	Iteration 1F: 3 clusters Score -1.878143e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -18782334.000000 Penalty: 5894.172363
	Iteration 2Q: 3 clusters Score -1.878233e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -18783330.000000 Penalty: 5894.172363
	Iteration 3Q: 3 clusters Score -1.878333e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -18784316.000000 Penalty: 5894.172363
	Iteration 4Q: 3 clusters Score -1.878432e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 69501 members 
Entering Unmasked Estep 
Score: -18785420.000000 Penalty: 5894.172363
	Iteration 5Q: 3 clusters Score -1.878542e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -18786610.000000 Penalty: 5894.172363
	Iteration 6Q: 3 clusters Score -1.878661e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -18788422.000000 Penalty: 5894.172363
	Iteration 7Q: 3 clusters Score -1.878842e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83114 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -18790746.000000 Penalty: 5894.172363
	Iteration 8Q: 3 clusters Score -1.879075e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87798 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -18794078.000000 Penalty: 5894.172363
	Iteration 9Q: 3 clusters Score -1.879408e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -18798438.000000 Penalty: 5894.172363
	Iteration 10F: 3 clusters Score -1.879844e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99306 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -18803502.000000 Penalty: 5894.172363
	Iteration 11F: 3 clusters Score -1.88035e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -18809046.000000 Penalty: 5894.172363
	Iteration 12F: 3 clusters Score -1.880905e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109683 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -18813206.000000 Penalty: 5894.172363
	Iteration 13Q: 3 clusters Score -1.881321e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113578 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -18815948.000000 Penalty: 5894.172363
	Iteration 14Q: 3 clusters Score -1.881595e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117039 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -18817948.000000 Penalty: 5894.172363
	Iteration 15Q: 3 clusters Score -1.881795e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120369 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -18819550.000000 Penalty: 5894.172363
	Iteration 16Q: 3 clusters Score -1.881955e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123606 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -18821168.000000 Penalty: 5894.172363
	Iteration 17Q: 3 clusters Score -1.882117e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126777 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -18822900.000000 Penalty: 5894.172363
	Iteration 18Q: 3 clusters Score -1.88229e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129818 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -18824666.000000 Penalty: 5894.172363
	Iteration 19Q: 3 clusters Score -1.882467e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132729 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -18826406.000000 Penalty: 5894.172363
	Iteration 20F: 3 clusters Score -1.882641e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135368 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -18828238.000000 Penalty: 5894.172363
	Iteration 21Q: 3 clusters Score -1.882824e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137698 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -18829816.000000 Penalty: 5894.172363
	Iteration 22Q: 3 clusters Score -1.882982e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139716 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -18831230.000000 Penalty: 5894.172363
	Iteration 23Q: 3 clusters Score -1.883123e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141420 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -18832568.000000 Penalty: 5894.172363
	Iteration 24Q: 3 clusters Score -1.883257e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142704 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -18833692.000000 Penalty: 5894.172363
	Iteration 25Q: 3 clusters Score -1.883369e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143520 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -18834300.000000 Penalty: 5894.172363
	Iteration 26Q: 3 clusters Score -1.88343e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143988 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -18834626.000000 Penalty: 5894.172363
	Iteration 27Q: 3 clusters Score -1.883463e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144233 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -18834880.000000 Penalty: 5894.172363
	Iteration 28Q: 3 clusters Score -1.883488e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144366 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -18835026.000000 Penalty: 5894.172363
	Iteration 29Q: 3 clusters Score -1.883503e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144428 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -18835098.000000 Penalty: 5894.172363
	Iteration 30Q: 3 clusters Score -1.88351e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144463 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -18835150.000000 Penalty: 5894.172363
	Iteration 31Q: 3 clusters Score -1.883515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144481 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -18835156.000000 Penalty: 5894.172363
	Iteration 32Q: 3 clusters Score -1.883516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144485 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -18835174.000000 Penalty: 5894.172363
	Iteration 33Q: 3 clusters Score -1.883517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144494 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18835176.000000 Penalty: 5894.172363
	Iteration 34Q: 3 clusters Score -1.883518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144501 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18835182.000000 Penalty: 5894.172363
	Iteration 35Q: 3 clusters Score -1.883518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144504 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -18835192.000000 Penalty: 5894.172363
	Iteration 36Q: 3 clusters Score -1.883519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144508 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -18835216.000000 Penalty: 5894.172363
	Iteration 37Q: 3 clusters Score -1.883522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144511 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18835206.000000 Penalty: 5894.172363
	Iteration 38Q: 3 clusters Score -1.883521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144512 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -18835202.000000 Penalty: 5894.172363
	Iteration 39Q: 3 clusters Score -1.88352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144513 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -18835198.000000 Penalty: 5894.172363
	Iteration 40F: 3 clusters Score -1.88352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144515 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -18835212.000000 Penalty: 5894.172363
	Iteration 41Q: 3 clusters Score -1.883521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144517 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -18835212.000000 Penalty: 5894.172363
	Iteration 42Q: 3 clusters Score -1.883521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144520 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -18835216.000000 Penalty: 5894.172363
	Iteration 43Q: 3 clusters Score -1.883522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144524 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18835206.000000 Penalty: 5894.172363
	Iteration 44Q: 3 clusters Score -1.883521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144523 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -18835206.000000 Penalty: 5894.172363
	Iteration 45Q: 3 clusters Score -1.883521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144524 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18835220.000000 Penalty: 5894.172363
	Iteration 46Q: 3 clusters Score -1.883522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144524 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18835220.000000 Penalty: 5894.172363
	Iteration 47F: 3 clusters Score -1.883522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Entering Unmasked Estep 
Score: -754917.625000 Penalty: 2164.328125
	Iteration 0F: 2 clusters Score -754917.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -749664.875000 Penalty: 4328.656250
	Iteration 0F: 3 clusters Score -749664.9 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -751022.875000 Penalty: 4328.656250
	Iteration 1F: 3 clusters Score -751022.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -751256.062500 Penalty: 4328.656250
	Iteration 2F: 3 clusters Score -751256.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -751446.750000 Penalty: 4328.656250
	Iteration 3F: 3 clusters Score -751446.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -751599.875000 Penalty: 4328.656250
	Iteration 4Q: 3 clusters Score -751599.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -751732.437500 Penalty: 4328.656250
	Iteration 5Q: 3 clusters Score -751732.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -751846.250000 Penalty: 4328.656250
	Iteration 6Q: 3 clusters Score -751846.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -751951.750000 Penalty: 4328.656250
	Iteration 7Q: 3 clusters Score -751951.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -752046.937500 Penalty: 4328.656250
	Iteration 8Q: 3 clusters Score -752046.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -752145.500000 Penalty: 4328.656250
	Iteration 9Q: 3 clusters Score -752145.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -752237.500000 Penalty: 4328.656250
	Iteration 10Q: 3 clusters Score -752237.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -752310.750000 Penalty: 4328.656250
	Iteration 11Q: 3 clusters Score -752310.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -752371.750000 Penalty: 4328.656250
	Iteration 12Q: 3 clusters Score -752371.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -752422.687500 Penalty: 4328.656250
	Iteration 13Q: 3 clusters Score -752422.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -752472.375000 Penalty: 4328.656250
	Iteration 14Q: 3 clusters Score -752472.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -752512.937500 Penalty: 4328.656250
	Iteration 15Q: 3 clusters Score -752512.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -752545.750000 Penalty: 4328.656250
	Iteration 16Q: 3 clusters Score -752545.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -752575.875000 Penalty: 4328.656250
	Iteration 17Q: 3 clusters Score -752575.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -752599.437500 Penalty: 4328.656250
	Iteration 18Q: 3 clusters Score -752599.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -752618.312500 Penalty: 4328.656250
	Iteration 19Q: 3 clusters Score -752618.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -752634.062500 Penalty: 4328.656250
	Iteration 20F: 3 clusters Score -752634.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -752650.562500 Penalty: 4328.656250
	Iteration 21Q: 3 clusters Score -752650.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -752669.000000 Penalty: 4328.656250
	Iteration 22Q: 3 clusters Score -752669 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -752685.437500 Penalty: 4328.656250
	Iteration 23Q: 3 clusters Score -752685.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -752699.312500 Penalty: 4328.656250
	Iteration 24Q: 3 clusters Score -752699.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -752711.875000 Penalty: 4328.656250
	Iteration 25Q: 3 clusters Score -752711.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -752725.562500 Penalty: 4328.656250
	Iteration 26Q: 3 clusters Score -752725.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -752737.562500 Penalty: 4328.656250
	Iteration 27Q: 3 clusters Score -752737.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -752753.187500 Penalty: 4328.656250
	Iteration 28Q: 3 clusters Score -752753.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -752772.312500 Penalty: 4328.656250
	Iteration 29Q: 3 clusters Score -752772.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -752789.375000 Penalty: 4328.656250
	Iteration 30Q: 3 clusters Score -752789.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -752805.000000 Penalty: 4328.656250
	Iteration 31Q: 3 clusters Score -752805 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -752818.812500 Penalty: 4328.656250
	Iteration 32Q: 3 clusters Score -752818.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -752838.437500 Penalty: 4328.656250
	Iteration 33Q: 3 clusters Score -752838.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -752856.000000 Penalty: 4328.656250
	Iteration 34Q: 3 clusters Score -752856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -752870.250000 Penalty: 4328.656250
	Iteration 35Q: 3 clusters Score -752870.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -752881.812500 Penalty: 4328.656250
	Iteration 36Q: 3 clusters Score -752881.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -752899.875000 Penalty: 4328.656250
	Iteration 37Q: 3 clusters Score -752899.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -752916.125000 Penalty: 4328.656250
	Iteration 38Q: 3 clusters Score -752916.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -752928.187500 Penalty: 4328.656250
	Iteration 39Q: 3 clusters Score -752928.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -752940.812500 Penalty: 4328.656250
	Iteration 40F: 3 clusters Score -752940.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -752950.187500 Penalty: 4328.656250
	Iteration 41Q: 3 clusters Score -752950.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -752960.312500 Penalty: 4328.656250
	Iteration 42Q: 3 clusters Score -752960.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -752966.250000 Penalty: 4328.656250
	Iteration 43Q: 3 clusters Score -752966.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -752974.250000 Penalty: 4328.656250
	Iteration 44Q: 3 clusters Score -752974.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -752981.000000 Penalty: 4328.656250
	Iteration 45Q: 3 clusters Score -752981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -752986.000000 Penalty: 4328.656250
	Iteration 46Q: 3 clusters Score -752986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -752993.125000 Penalty: 4328.656250
	Iteration 47Q: 3 clusters Score -752993.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -753004.750000 Penalty: 4328.656250
	Iteration 48Q: 3 clusters Score -753004.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -753009.562500 Penalty: 4328.656250
	Iteration 49Q: 3 clusters Score -753009.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -753018.000000 Penalty: 4328.656250
	Iteration 50Q: 3 clusters Score -753018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -753025.562500 Penalty: 4328.656250
	Iteration 51Q: 3 clusters Score -753025.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -753035.000000 Penalty: 4328.656250
	Iteration 52Q: 3 clusters Score -753035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -753042.125000 Penalty: 4328.656250
	Iteration 53Q: 3 clusters Score -753042.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -753051.625000 Penalty: 4328.656250
	Iteration 54Q: 3 clusters Score -753051.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -753059.312500 Penalty: 4328.656250
	Iteration 55Q: 3 clusters Score -753059.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -753065.187500 Penalty: 4328.656250
	Iteration 56Q: 3 clusters Score -753065.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -753070.875000 Penalty: 4328.656250
	Iteration 57Q: 3 clusters Score -753070.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -753075.750000 Penalty: 4328.656250
	Iteration 58Q: 3 clusters Score -753075.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -753077.250000 Penalty: 4328.656250
	Iteration 59Q: 3 clusters Score -753077.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -753081.687500 Penalty: 4328.656250
	Iteration 60F: 3 clusters Score -753081.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -753083.750000 Penalty: 4328.656250
	Iteration 61Q: 3 clusters Score -753083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -753084.437500 Penalty: 4328.656250
	Iteration 62Q: 3 clusters Score -753084.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -753086.375000 Penalty: 4328.656250
	Iteration 63Q: 3 clusters Score -753086.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -753085.750000 Penalty: 4328.656250
	Iteration 64Q: 3 clusters Score -753085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -753086.312500 Penalty: 4328.656250
	Iteration 65Q: 3 clusters Score -753086.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -753086.187500 Penalty: 4328.656250
	Iteration 66Q: 3 clusters Score -753086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -753087.062500 Penalty: 4328.656250
	Iteration 67Q: 3 clusters Score -753087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -753086.937500 Penalty: 4328.656250
	Iteration 68Q: 3 clusters Score -753086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -753089.687500 Penalty: 4328.656250
	Iteration 69Q: 3 clusters Score -753089.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -753089.500000 Penalty: 4328.656250
	Iteration 70Q: 3 clusters Score -753089.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -753089.062500 Penalty: 4328.656250
	Iteration 71Q: 3 clusters Score -753089.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -753089.062500 Penalty: 4328.656250
	Iteration 72F: 3 clusters Score -753089.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Entering Unmasked Estep 
Score: -2749961.500000 Penalty: 2480.826660
	Iteration 0F: 2 clusters Score -2749962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2734416.750000 Penalty: 4961.653320
	Iteration 0F: 3 clusters Score -2734417 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2739909.500000 Penalty: 4961.653320
	Iteration 1F: 3 clusters Score -2739910 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2740521.250000 Penalty: 4961.653320
	Iteration 2F: 3 clusters Score -2740521 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2741191.500000 Penalty: 4961.653320
	Iteration 3F: 3 clusters Score -2741192 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2741839.000000 Penalty: 4961.653320
	Iteration 4F: 3 clusters Score -2741839 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2742628.750000 Penalty: 4961.653320
	Iteration 5F: 3 clusters Score -2742629 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2743549.750000 Penalty: 4961.653320
	Iteration 6F: 3 clusters Score -2743550 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2744610.500000 Penalty: 4961.653320
	Iteration 7F: 3 clusters Score -2744610 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2745662.000000 Penalty: 4961.653320
	Iteration 8F: 3 clusters Score -2745662 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2746512.750000 Penalty: 4961.653320
	Iteration 9F: 3 clusters Score -2746513 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2747037.500000 Penalty: 4961.653320
	Iteration 10Q: 3 clusters Score -2747038 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2747335.250000 Penalty: 4961.653320
	Iteration 11Q: 3 clusters Score -2747335 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2747512.000000 Penalty: 4961.653320
	Iteration 12Q: 3 clusters Score -2747512 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2747648.750000 Penalty: 4961.653320
	Iteration 13Q: 3 clusters Score -2747649 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2747758.000000 Penalty: 4961.653320
	Iteration 14Q: 3 clusters Score -2747758 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2747844.250000 Penalty: 4961.653320
	Iteration 15Q: 3 clusters Score -2747844 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2747912.000000 Penalty: 4961.653320
	Iteration 16Q: 3 clusters Score -2747912 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2748005.750000 Penalty: 4961.653320
	Iteration 17Q: 3 clusters Score -2748006 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2748070.250000 Penalty: 4961.653320
	Iteration 18Q: 3 clusters Score -2748070 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2748124.250000 Penalty: 4961.653320
	Iteration 19Q: 3 clusters Score -2748124 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2748170.500000 Penalty: 4961.653320
	Iteration 20F: 3 clusters Score -2748170 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2748249.250000 Penalty: 4961.653320
	Iteration 21Q: 3 clusters Score -2748249 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2748314.750000 Penalty: 4961.653320
	Iteration 22Q: 3 clusters Score -2748315 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2748382.000000 Penalty: 4961.653320
	Iteration 23Q: 3 clusters Score -2748382 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2748433.000000 Penalty: 4961.653320
	Iteration 24Q: 3 clusters Score -2748433 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2748458.000000 Penalty: 4961.653320
	Iteration 25Q: 3 clusters Score -2748458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2748479.500000 Penalty: 4961.653320
	Iteration 26Q: 3 clusters Score -2748480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2748498.250000 Penalty: 4961.653320
	Iteration 27Q: 3 clusters Score -2748498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2748501.250000 Penalty: 4961.653320
	Iteration 28Q: 3 clusters Score -2748501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2748507.250000 Penalty: 4961.653320
	Iteration 29Q: 3 clusters Score -2748507 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2748518.000000 Penalty: 4961.653320
	Iteration 30Q: 3 clusters Score -2748518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2748513.750000 Penalty: 4961.653320
	Iteration 31Q: 3 clusters Score -2748514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2748512.500000 Penalty: 4961.653320
	Iteration 32Q: 3 clusters Score -2748512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2748523.250000 Penalty: 4961.653320
	Iteration 33Q: 3 clusters Score -2748523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2748517.750000 Penalty: 4961.653320
	Iteration 34Q: 3 clusters Score -2748518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2748516.000000 Penalty: 4961.653320
	Iteration 35Q: 3 clusters Score -2748516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2748521.000000 Penalty: 4961.653320
	Iteration 36Q: 3 clusters Score -2748521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2748527.250000 Penalty: 4961.653320
	Iteration 37Q: 3 clusters Score -2748527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2748527.250000 Penalty: 4961.653320
	Iteration 38Q: 3 clusters Score -2748527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2748531.250000 Penalty: 4961.653320
	Iteration 39Q: 3 clusters Score -2748531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2748536.250000 Penalty: 4961.653320
	Iteration 40F: 3 clusters Score -2748536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2748538.250000 Penalty: 4961.653320
	Iteration 41Q: 3 clusters Score -2748538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2748540.750000 Penalty: 4961.653320
	Iteration 42Q: 3 clusters Score -2748541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2748539.750000 Penalty: 4961.653320
	Iteration 43Q: 3 clusters Score -2748540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2748538.750000 Penalty: 4961.653320
	Iteration 44Q: 3 clusters Score -2748539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2748538.250000 Penalty: 4961.653320
	Iteration 45Q: 3 clusters Score -2748538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2748541.250000 Penalty: 4961.653320
	Iteration 46Q: 3 clusters Score -2748541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2748543.250000 Penalty: 4961.653320
	Iteration 47Q: 3 clusters Score -2748543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2748547.000000 Penalty: 4961.653320
	Iteration 48Q: 3 clusters Score -2748547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2748546.500000 Penalty: 4961.653320
	Iteration 49Q: 3 clusters Score -2748546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2748546.500000 Penalty: 4961.653320
	Iteration 50F: 3 clusters Score -2748546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Entering Unmasked Estep 
Score: -5315263.500000 Penalty: 2650.347900
	Iteration 0F: 2 clusters Score -5315264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -5285715.000000 Penalty: 5300.695801
	Iteration 0F: 3 clusters Score -5285715 nChanged 20099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -5297142.500000 Penalty: 5300.695801
	Iteration 1F: 3 clusters Score -5297142 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5298018.000000 Penalty: 5300.695801
	Iteration 2Q: 3 clusters Score -5298018 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -5298899.000000 Penalty: 5300.695801
	Iteration 3Q: 3 clusters Score -5298899 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -5299926.000000 Penalty: 5300.695801
	Iteration 4F: 3 clusters Score -5299926 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -5301038.000000 Penalty: 5300.695801
	Iteration 5F: 3 clusters Score -5301038 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -5302223.500000 Penalty: 5300.695801
	Iteration 6F: 3 clusters Score -5302224 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -5303451.000000 Penalty: 5300.695801
	Iteration 7F: 3 clusters Score -5303451 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5304791.500000 Penalty: 5300.695801
	Iteration 8F: 3 clusters Score -5304792 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -5305954.500000 Penalty: 5300.695801
	Iteration 9Q: 3 clusters Score -5305954 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -5306912.500000 Penalty: 5300.695801
	Iteration 10Q: 3 clusters Score -5306912 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5307568.500000 Penalty: 5300.695801
	Iteration 11Q: 3 clusters Score -5307568 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -5308053.500000 Penalty: 5300.695801
	Iteration 12Q: 3 clusters Score -5308054 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -5308377.500000 Penalty: 5300.695801
	Iteration 13Q: 3 clusters Score -5308378 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -5308603.500000 Penalty: 5300.695801
	Iteration 14Q: 3 clusters Score -5308604 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -5308813.000000 Penalty: 5300.695801
	Iteration 15Q: 3 clusters Score -5308813 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -5309027.500000 Penalty: 5300.695801
	Iteration 16Q: 3 clusters Score -5309028 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -5309168.500000 Penalty: 5300.695801
	Iteration 17Q: 3 clusters Score -5309168 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5309294.000000 Penalty: 5300.695801
	Iteration 18Q: 3 clusters Score -5309294 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -5309372.500000 Penalty: 5300.695801
	Iteration 19Q: 3 clusters Score -5309372 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -5309478.500000 Penalty: 5300.695801
	Iteration 20F: 3 clusters Score -5309478 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -5309584.000000 Penalty: 5300.695801
	Iteration 21Q: 3 clusters Score -5309584 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -5309649.500000 Penalty: 5300.695801
	Iteration 22Q: 3 clusters Score -5309650 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -5309739.500000 Penalty: 5300.695801
	Iteration 23Q: 3 clusters Score -5309740 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -5309813.000000 Penalty: 5300.695801
	Iteration 24Q: 3 clusters Score -5309813 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -5309889.500000 Penalty: 5300.695801
	Iteration 25Q: 3 clusters Score -5309890 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -5309943.500000 Penalty: 5300.695801
	Iteration 26Q: 3 clusters Score -5309944 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -5309998.000000 Penalty: 5300.695801
	Iteration 27Q: 3 clusters Score -5309998 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -5310018.000000 Penalty: 5300.695801
	Iteration 28Q: 3 clusters Score -5310018 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -5310036.500000 Penalty: 5300.695801
	Iteration 29Q: 3 clusters Score -5310036 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -5310049.500000 Penalty: 5300.695801
	Iteration 30Q: 3 clusters Score -5310050 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -5310056.000000 Penalty: 5300.695801
	Iteration 31Q: 3 clusters Score -5310056 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -5310066.000000 Penalty: 5300.695801
	Iteration 32Q: 3 clusters Score -5310066 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -5310119.000000 Penalty: 5300.695801
	Iteration 33Q: 3 clusters Score -5310119 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -5310122.000000 Penalty: 5300.695801
	Iteration 34Q: 3 clusters Score -5310122 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -5310146.000000 Penalty: 5300.695801
	Iteration 35Q: 3 clusters Score -5310146 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -5310165.000000 Penalty: 5300.695801
	Iteration 36Q: 3 clusters Score -5310165 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -5310189.000000 Penalty: 5300.695801
	Iteration 37Q: 3 clusters Score -5310189 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -5310190.500000 Penalty: 5300.695801
	Iteration 38Q: 3 clusters Score -5310190 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -5310209.000000 Penalty: 5300.695801
	Iteration 39Q: 3 clusters Score -5310209 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -5310228.500000 Penalty: 5300.695801
	Iteration 40F: 3 clusters Score -5310228 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -5310248.500000 Penalty: 5300.695801
	Iteration 41Q: 3 clusters Score -5310248 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -5310282.000000 Penalty: 5300.695801
	Iteration 42Q: 3 clusters Score -5310282 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -5310297.500000 Penalty: 5300.695801
	Iteration 43Q: 3 clusters Score -5310298 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -5310324.000000 Penalty: 5300.695801
	Iteration 44Q: 3 clusters Score -5310324 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -5310378.500000 Penalty: 5300.695801
	Iteration 45Q: 3 clusters Score -5310378 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -5310439.000000 Penalty: 5300.695801
	Iteration 46Q: 3 clusters Score -5310439 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -5310471.000000 Penalty: 5300.695801
	Iteration 47Q: 3 clusters Score -5310471 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -5310549.000000 Penalty: 5300.695801
	Iteration 48Q: 3 clusters Score -5310549 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -5310586.500000 Penalty: 5300.695801
	Iteration 49Q: 3 clusters Score -5310586 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -5310642.500000 Penalty: 5300.695801
	Iteration 50Q: 3 clusters Score -5310642 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -5310705.500000 Penalty: 5300.695801
	Iteration 51Q: 3 clusters Score -5310706 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -5310745.000000 Penalty: 5300.695801
	Iteration 52Q: 3 clusters Score -5310745 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -5310792.000000 Penalty: 5300.695801
	Iteration 53Q: 3 clusters Score -5310792 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -5310807.500000 Penalty: 5300.695801
	Iteration 54Q: 3 clusters Score -5310808 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -5310841.500000 Penalty: 5300.695801
	Iteration 55Q: 3 clusters Score -5310842 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -5310887.000000 Penalty: 5300.695801
	Iteration 56Q: 3 clusters Score -5310887 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -5310917.500000 Penalty: 5300.695801
	Iteration 57Q: 3 clusters Score -5310918 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -5310971.000000 Penalty: 5300.695801
	Iteration 58Q: 3 clusters Score -5310971 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -5310988.500000 Penalty: 5300.695801
	Iteration 59Q: 3 clusters Score -5310988 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -5311022.000000 Penalty: 5300.695801
	Iteration 60F: 3 clusters Score -5311022 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -5311032.500000 Penalty: 5300.695801
	Iteration 61Q: 3 clusters Score -5311032 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -5311055.500000 Penalty: 5300.695801
	Iteration 62Q: 3 clusters Score -5311056 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -5311065.500000 Penalty: 5300.695801
	Iteration 63Q: 3 clusters Score -5311066 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -5311104.000000 Penalty: 5300.695801
	Iteration 64Q: 3 clusters Score -5311104 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -5311126.500000 Penalty: 5300.695801
	Iteration 65Q: 3 clusters Score -5311126 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -5311170.500000 Penalty: 5300.695801
	Iteration 66Q: 3 clusters Score -5311170 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -5311201.000000 Penalty: 5300.695801
	Iteration 67Q: 3 clusters Score -5311201 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -5311226.000000 Penalty: 5300.695801
	Iteration 68Q: 3 clusters Score -5311226 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -5311246.500000 Penalty: 5300.695801
	Iteration 69Q: 3 clusters Score -5311246 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -5311276.500000 Penalty: 5300.695801
	Iteration 70Q: 3 clusters Score -5311276 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -5311310.000000 Penalty: 5300.695801
	Iteration 71Q: 3 clusters Score -5311310 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -5311340.000000 Penalty: 5300.695801
	Iteration 72Q: 3 clusters Score -5311340 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -5311394.000000 Penalty: 5300.695801
	Iteration 73Q: 3 clusters Score -5311394 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -5311455.000000 Penalty: 5300.695801
	Iteration 74Q: 3 clusters Score -5311455 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -5311547.500000 Penalty: 5300.695801
	Iteration 75Q: 3 clusters Score -5311548 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -5311598.000000 Penalty: 5300.695801
	Iteration 76Q: 3 clusters Score -5311598 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -5311645.000000 Penalty: 5300.695801
	Iteration 77Q: 3 clusters Score -5311645 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -5311712.000000 Penalty: 5300.695801
	Iteration 78Q: 3 clusters Score -5311712 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -5311760.500000 Penalty: 5300.695801
	Iteration 79Q: 3 clusters Score -5311760 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -5311813.500000 Penalty: 5300.695801
	Iteration 80F: 3 clusters Score -5311814 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -5311900.500000 Penalty: 5300.695801
	Iteration 81Q: 3 clusters Score -5311900 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -5311961.000000 Penalty: 5300.695801
	Iteration 82Q: 3 clusters Score -5311961 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -5312043.000000 Penalty: 5300.695801
	Iteration 83Q: 3 clusters Score -5312043 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -5312122.000000 Penalty: 5300.695801
	Iteration 84Q: 3 clusters Score -5312122 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -5312177.000000 Penalty: 5300.695801
	Iteration 85Q: 3 clusters Score -5312177 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -5312279.500000 Penalty: 5300.695801
	Iteration 86Q: 3 clusters Score -5312280 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -5312396.000000 Penalty: 5300.695801
	Iteration 87Q: 3 clusters Score -5312396 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -5312506.500000 Penalty: 5300.695801
	Iteration 88Q: 3 clusters Score -5312506 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -5312680.500000 Penalty: 5300.695801
	Iteration 89Q: 3 clusters Score -5312680 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -5312779.000000 Penalty: 5300.695801
	Iteration 90Q: 3 clusters Score -5312779 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -5312886.500000 Penalty: 5300.695801
	Iteration 91Q: 3 clusters Score -5312886 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -5313010.000000 Penalty: 5300.695801
	Iteration 92Q: 3 clusters Score -5313010 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -5313105.000000 Penalty: 5300.695801
	Iteration 93Q: 3 clusters Score -5313105 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5313193.000000 Penalty: 5300.695801
	Iteration 94Q: 3 clusters Score -5313193 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -5313284.000000 Penalty: 5300.695801
	Iteration 95Q: 3 clusters Score -5313284 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5313378.500000 Penalty: 5300.695801
	Iteration 96Q: 3 clusters Score -5313378 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -5313480.500000 Penalty: 5300.695801
	Iteration 97Q: 3 clusters Score -5313480 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -5313561.000000 Penalty: 5300.695801
	Iteration 98Q: 3 clusters Score -5313561 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -5313626.500000 Penalty: 5300.695801
	Iteration 99Q: 3 clusters Score -5313626 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -5313662.000000 Penalty: 5300.695801
	Iteration 100F: 3 clusters Score -5313662 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5313711.000000 Penalty: 5300.695801
	Iteration 101Q: 3 clusters Score -5313711 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5313752.000000 Penalty: 5300.695801
	Iteration 102Q: 3 clusters Score -5313752 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5313755.500000 Penalty: 5300.695801
	Iteration 103Q: 3 clusters Score -5313756 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5313800.500000 Penalty: 5300.695801
	Iteration 104Q: 3 clusters Score -5313800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5313806.500000 Penalty: 5300.695801
	Iteration 105Q: 3 clusters Score -5313806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5313821.500000 Penalty: 5300.695801
	Iteration 106Q: 3 clusters Score -5313822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5313828.000000 Penalty: 5300.695801
	Iteration 107Q: 3 clusters Score -5313828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5313823.000000 Penalty: 5300.695801
	Iteration 108Q: 3 clusters Score -5313823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5313828.000000 Penalty: 5300.695801
	Iteration 109Q: 3 clusters Score -5313828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5313829.500000 Penalty: 5300.695801
	Iteration 110Q: 3 clusters Score -5313830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5313836.000000 Penalty: 5300.695801
	Iteration 111Q: 3 clusters Score -5313836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5313851.000000 Penalty: 5300.695801
	Iteration 112Q: 3 clusters Score -5313851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5313860.500000 Penalty: 5300.695801
	Iteration 113Q: 3 clusters Score -5313860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5313853.000000 Penalty: 5300.695801
	Iteration 114Q: 3 clusters Score -5313853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5313857.000000 Penalty: 5300.695801
	Iteration 115Q: 3 clusters Score -5313857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5313855.500000 Penalty: 5300.695801
	Iteration 116Q: 3 clusters Score -5313856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5313861.000000 Penalty: 5300.695801
	Iteration 117Q: 3 clusters Score -5313861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5313850.500000 Penalty: 5300.695801
	Iteration 118Q: 3 clusters Score -5313850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5313852.500000 Penalty: 5300.695801
	Iteration 119Q: 3 clusters Score -5313852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5313855.500000 Penalty: 5300.695801
	Iteration 120F: 3 clusters Score -5313856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5313857.500000 Penalty: 5300.695801
	Iteration 121Q: 3 clusters Score -5313858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5313861.000000 Penalty: 5300.695801
	Iteration 122Q: 3 clusters Score -5313861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5313863.500000 Penalty: 5300.695801
	Iteration 123Q: 3 clusters Score -5313864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5313864.500000 Penalty: 5300.695801
	Iteration 124Q: 3 clusters Score -5313864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5313862.500000 Penalty: 5300.695801
	Iteration 125Q: 3 clusters Score -5313862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5313864.500000 Penalty: 5300.695801
	Iteration 126Q: 3 clusters Score -5313864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5313866.000000 Penalty: 5300.695801
	Iteration 127Q: 3 clusters Score -5313866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5313866.000000 Penalty: 5300.695801
	Iteration 128F: 3 clusters Score -5313866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -112620.335938 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -112620.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110823.890625 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -110823.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111949.843750 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -111949.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -113249.226562 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -113249.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114490.953125 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -114491 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115528.273438 Penalty: 3457.482178
	Iteration 4F: 3 clusters Score -115528.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -115817.585938 Penalty: 3457.482178
	Iteration 5Q: 3 clusters Score -115817.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116429.554688 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -116429.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -116720.945312 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -116720.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -116727.007812 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -116727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -116727.007812 Penalty: 3457.482178
	Iteration 9F: 3 clusters Score -116727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 13793 members 
Mstep: Class 3 contains 146003 members 
Mstep: Class 4 contains 114025 members 
Mstep: Class 5 contains 30219 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 4745 members 
Mstep: Class 8 contains 50321 members 
Mstep: Class 9 contains 35083 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 53356 members 
Mstep: Class 13 contains 12187 members 
Mstep: Class 14 contains 147195 members 
Mstep: Class 15 contains 147690 members 
Mstep: Class 16 contains 78206 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 5668 members 
Mstep: Class 19 contains 144844 members 
Mstep: Class 20 contains 6168 members 
Mstep: Class 21 contains 22100 members 
Mstep: Class 22 contains 43778 members 
Mstep: Class 23 contains 641 members 
Mstep: Class 24 contains 10763 members 
Mstep: Class 25 contains 16030 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 22167 members 
Mstep: Class 28 contains 424 members 
Entering Unmasked Estep 
Score: -157724304.000000 Penalty: 97570.500000
Splitting cluster 23 changes total score from -157719696.000000 to -157724304.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 24 (10763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Entering Unmasked Estep 
Score: -1235055.250000 Penalty: 2302.399658
	Iteration 0F: 2 clusters Score -1235055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1227036.375000 Penalty: 4604.799316
	Iteration 0F: 3 clusters Score -1227036 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1230025.125000 Penalty: 4604.799316
	Iteration 1F: 3 clusters Score -1230025 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1230892.750000 Penalty: 4604.799316
	Iteration 2F: 3 clusters Score -1230893 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1231605.000000 Penalty: 4604.799316
	Iteration 3F: 3 clusters Score -1231605 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1232152.125000 Penalty: 4604.799316
	Iteration 4F: 3 clusters Score -1232152 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1232529.875000 Penalty: 4604.799316
	Iteration 5F: 3 clusters Score -1232530 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1232798.375000 Penalty: 4604.799316
	Iteration 6Q: 3 clusters Score -1232798 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1232987.500000 Penalty: 4604.799316
	Iteration 7Q: 3 clusters Score -1232988 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1233165.750000 Penalty: 4604.799316
	Iteration 8Q: 3 clusters Score -1233166 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1233289.000000 Penalty: 4604.799316
	Iteration 9Q: 3 clusters Score -1233289 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1233380.125000 Penalty: 4604.799316
	Iteration 10Q: 3 clusters Score -1233380 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1233449.500000 Penalty: 4604.799316
	Iteration 11Q: 3 clusters Score -1233450 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1233503.000000 Penalty: 4604.799316
	Iteration 12Q: 3 clusters Score -1233503 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1233549.500000 Penalty: 4604.799316
	Iteration 13Q: 3 clusters Score -1233550 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1233587.500000 Penalty: 4604.799316
	Iteration 14Q: 3 clusters Score -1233588 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1233617.875000 Penalty: 4604.799316
	Iteration 15Q: 3 clusters Score -1233618 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1233641.000000 Penalty: 4604.799316
	Iteration 16Q: 3 clusters Score -1233641 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1233662.125000 Penalty: 4604.799316
	Iteration 17Q: 3 clusters Score -1233662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1233674.250000 Penalty: 4604.799316
	Iteration 18Q: 3 clusters Score -1233674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1233689.250000 Penalty: 4604.799316
	Iteration 19Q: 3 clusters Score -1233689 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1233695.000000 Penalty: 4604.799316
	Iteration 20F: 3 clusters Score -1233695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1233699.375000 Penalty: 4604.799316
	Iteration 21Q: 3 clusters Score -1233699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1233706.875000 Penalty: 4604.799316
	Iteration 22Q: 3 clusters Score -1233707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1233710.875000 Penalty: 4604.799316
	Iteration 23Q: 3 clusters Score -1233711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1233714.625000 Penalty: 4604.799316
	Iteration 24Q: 3 clusters Score -1233715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1233720.625000 Penalty: 4604.799316
	Iteration 25Q: 3 clusters Score -1233721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1233725.625000 Penalty: 4604.799316
	Iteration 26Q: 3 clusters Score -1233726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1233727.500000 Penalty: 4604.799316
	Iteration 27Q: 3 clusters Score -1233728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1233728.750000 Penalty: 4604.799316
	Iteration 28Q: 3 clusters Score -1233729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1233731.500000 Penalty: 4604.799316
	Iteration 29Q: 3 clusters Score -1233732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1233731.875000 Penalty: 4604.799316
	Iteration 30Q: 3 clusters Score -1233732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1233736.250000 Penalty: 4604.799316
	Iteration 31Q: 3 clusters Score -1233736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1233735.000000 Penalty: 4604.799316
	Iteration 32Q: 3 clusters Score -1233735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1233734.375000 Penalty: 4604.799316
	Iteration 33Q: 3 clusters Score -1233734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1233735.000000 Penalty: 4604.799316
	Iteration 34Q: 3 clusters Score -1233735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1233735.000000 Penalty: 4604.799316
	Iteration 35Q: 3 clusters Score -1233735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1233735.000000 Penalty: 4604.799316
	Iteration 36F: 3 clusters Score -1233735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 13793 members 
Mstep: Class 3 contains 146003 members 
Mstep: Class 4 contains 114025 members 
Mstep: Class 5 contains 30219 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 4745 members 
Mstep: Class 8 contains 50321 members 
Mstep: Class 9 contains 35083 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 53356 members 
Mstep: Class 13 contains 12187 members 
Mstep: Class 14 contains 147195 members 
Mstep: Class 15 contains 147690 members 
Mstep: Class 16 contains 78206 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 5668 members 
Mstep: Class 19 contains 144844 members 
Mstep: Class 20 contains 6168 members 
Mstep: Class 21 contains 22100 members 
Mstep: Class 22 contains 43778 members 
Mstep: Class 23 contains 641 members 
Mstep: Class 24 contains 10763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157726048.000000 Penalty: 97570.500000
Iteration 79Q: 29 clusters Score -1.57726e+08 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109110 members 
Mstep: Class 2 contains 13888 members 
Mstep: Class 3 contains 146022 members 
Mstep: Class 4 contains 114221 members 
Mstep: Class 5 contains 30316 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 4857 members 
Mstep: Class 8 contains 50333 members 
Mstep: Class 9 contains 35058 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 39728 members 
Mstep: Class 12 contains 53522 members 
Mstep: Class 13 contains 12183 members 
Mstep: Class 14 contains 146430 members 
Mstep: Class 15 contains 147588 members 
Mstep: Class 16 contains 78211 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 5581 members 
Mstep: Class 19 contains 146363 members 
Mstep: Class 20 contains 6353 members 
Mstep: Class 21 contains 22125 members 
Mstep: Class 22 contains 43931 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11086 members 
Mstep: Class 25 contains 15604 members 
Mstep: Class 26 contains 1447 members 
Mstep: Class 27 contains 20994 members 
Mstep: Class 28 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157728336.000000 Penalty: 97570.500000
Iteration 80F: 29 clusters Score -1.577283e+08 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109030 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 145837 members 
Mstep: Class 4 contains 113327 members 
Mstep: Class 5 contains 30171 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 4954 members 
Mstep: Class 8 contains 50306 members 
Mstep: Class 9 contains 34995 members 
Mstep: Class 10 contains 5491 members 
Mstep: Class 11 contains 39129 members 
Mstep: Class 12 contains 53588 members 
Mstep: Class 13 contains 12171 members 
Mstep: Class 14 contains 145546 members 
Mstep: Class 15 contains 147474 members 
Mstep: Class 16 contains 78177 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 5561 members 
Mstep: Class 19 contains 147953 members 
Mstep: Class 20 contains 6491 members 
Mstep: Class 21 contains 22104 members 
Mstep: Class 22 contains 43960 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11098 members 
Mstep: Class 25 contains 15662 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 21993 members 
Mstep: Class 28 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157728720.000000 Penalty: 97570.500000
Iteration 81Q: 29 clusters Score -1.577287e+08 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 13741 members 
Mstep: Class 3 contains 145677 members 
Mstep: Class 4 contains 112604 members 
Mstep: Class 5 contains 30094 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 5008 members 
Mstep: Class 8 contains 50320 members 
Mstep: Class 9 contains 34959 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 38516 members 
Mstep: Class 12 contains 53649 members 
Mstep: Class 13 contains 12163 members 
Mstep: Class 14 contains 144617 members 
Mstep: Class 15 contains 147342 members 
Mstep: Class 16 contains 78141 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 149691 members 
Mstep: Class 20 contains 6614 members 
Mstep: Class 21 contains 22097 members 
Mstep: Class 22 contains 43969 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11141 members 
Mstep: Class 25 contains 15653 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 22658 members 
Mstep: Class 28 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157729440.000000 Penalty: 97570.500000
Iteration 82Q: 29 clusters Score -1.577294e+08 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 13685 members 
Mstep: Class 3 contains 145551 members 
Mstep: Class 4 contains 112032 members 
Mstep: Class 5 contains 30036 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 50358 members 
Mstep: Class 9 contains 34922 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 37886 members 
Mstep: Class 12 contains 53691 members 
Mstep: Class 13 contains 12159 members 
Mstep: Class 14 contains 143558 members 
Mstep: Class 15 contains 147254 members 
Mstep: Class 16 contains 78104 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 5748 members 
Mstep: Class 19 contains 151551 members 
Mstep: Class 20 contains 6738 members 
Mstep: Class 21 contains 22093 members 
Mstep: Class 22 contains 43990 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11171 members 
Mstep: Class 25 contains 15623 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 23110 members 
Mstep: Class 28 contains 749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157729392.000000 Penalty: 97570.500000
Iteration 83Q: 29 clusters Score -1.577294e+08 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108919 members 
Mstep: Class 2 contains 13664 members 
Mstep: Class 3 contains 145421 members 
Mstep: Class 4 contains 111585 members 
Mstep: Class 5 contains 29979 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 50360 members 
Mstep: Class 9 contains 34907 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 37149 members 
Mstep: Class 12 contains 53728 members 
Mstep: Class 13 contains 12152 members 
Mstep: Class 14 contains 142512 members 
Mstep: Class 15 contains 147239 members 
Mstep: Class 16 contains 78059 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 5835 members 
Mstep: Class 19 contains 153476 members 
Mstep: Class 20 contains 6855 members 
Mstep: Class 21 contains 22098 members 
Mstep: Class 22 contains 44011 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11173 members 
Mstep: Class 25 contains 15614 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 23430 members 
Mstep: Class 28 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157729744.000000 Penalty: 97570.500000
Iteration 84Q: 29 clusters Score -1.577297e+08 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 13650 members 
Mstep: Class 3 contains 145324 members 
Mstep: Class 4 contains 111193 members 
Mstep: Class 5 contains 29925 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 50385 members 
Mstep: Class 9 contains 34885 members 
Mstep: Class 10 contains 5480 members 
Mstep: Class 11 contains 36289 members 
Mstep: Class 12 contains 53750 members 
Mstep: Class 13 contains 12153 members 
Mstep: Class 14 contains 141491 members 
Mstep: Class 15 contains 147215 members 
Mstep: Class 16 contains 78016 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 5904 members 
Mstep: Class 19 contains 155457 members 
Mstep: Class 20 contains 6947 members 
Mstep: Class 21 contains 22088 members 
Mstep: Class 22 contains 44060 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11179 members 
Mstep: Class 25 contains 15611 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 23707 members 
Mstep: Class 28 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157730272.000000 Penalty: 97570.500000
Iteration 85Q: 29 clusters Score -1.577303e+08 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 13631 members 
Mstep: Class 3 contains 145209 members 
Mstep: Class 4 contains 110894 members 
Mstep: Class 5 contains 29873 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 8 contains 50421 members 
Mstep: Class 9 contains 34865 members 
Mstep: Class 10 contains 5480 members 
Mstep: Class 11 contains 35334 members 
Mstep: Class 12 contains 53771 members 
Mstep: Class 13 contains 12147 members 
Mstep: Class 14 contains 140497 members 
Mstep: Class 15 contains 147166 members 
Mstep: Class 16 contains 77997 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 19 contains 157527 members 
Mstep: Class 20 contains 7028 members 
Mstep: Class 21 contains 22084 members 
Mstep: Class 22 contains 44081 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11178 members 
Mstep: Class 25 contains 15605 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 23933 members 
Mstep: Class 28 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157730368.000000 Penalty: 97570.500000
Iteration 86Q: 29 clusters Score -1.577304e+08 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 13603 members 
Mstep: Class 3 contains 145097 members 
Mstep: Class 4 contains 110651 members 
Mstep: Class 5 contains 29831 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 5221 members 
Mstep: Class 8 contains 50472 members 
Mstep: Class 9 contains 34835 members 
Mstep: Class 10 contains 5482 members 
Mstep: Class 11 contains 34262 members 
Mstep: Class 12 contains 53790 members 
Mstep: Class 13 contains 12141 members 
Mstep: Class 14 contains 139540 members 
Mstep: Class 15 contains 147179 members 
Mstep: Class 16 contains 77985 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6023 members 
Mstep: Class 19 contains 159598 members 
Mstep: Class 20 contains 7107 members 
Mstep: Class 21 contains 22089 members 
Mstep: Class 22 contains 44098 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11177 members 
Mstep: Class 25 contains 15603 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 24074 members 
Mstep: Class 28 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157730576.000000 Penalty: 97570.500000
Iteration 87Q: 29 clusters Score -1.577306e+08 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108870 members 
Mstep: Class 2 contains 13577 members 
Mstep: Class 3 contains 144995 members 
Mstep: Class 4 contains 110452 members 
Mstep: Class 5 contains 29806 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 50541 members 
Mstep: Class 9 contains 34806 members 
Mstep: Class 10 contains 5485 members 
Mstep: Class 11 contains 33149 members 
Mstep: Class 12 contains 53803 members 
Mstep: Class 13 contains 12146 members 
Mstep: Class 14 contains 138637 members 
Mstep: Class 15 contains 147126 members 
Mstep: Class 16 contains 77977 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6083 members 
Mstep: Class 19 contains 161667 members 
Mstep: Class 20 contains 7168 members 
Mstep: Class 21 contains 22095 members 
Mstep: Class 22 contains 44138 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11187 members 
Mstep: Class 25 contains 15602 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 24159 members 
Mstep: Class 28 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157730816.000000 Penalty: 97570.500000
Iteration 88Q: 29 clusters Score -1.577308e+08 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 13558 members 
Mstep: Class 3 contains 144915 members 
Mstep: Class 4 contains 110274 members 
Mstep: Class 5 contains 29776 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 5303 members 
Mstep: Class 8 contains 50616 members 
Mstep: Class 9 contains 34779 members 
Mstep: Class 10 contains 5483 members 
Mstep: Class 11 contains 31941 members 
Mstep: Class 12 contains 53815 members 
Mstep: Class 13 contains 12146 members 
Mstep: Class 14 contains 137689 members 
Mstep: Class 15 contains 147089 members 
Mstep: Class 16 contains 77978 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6148 members 
Mstep: Class 19 contains 163806 members 
Mstep: Class 20 contains 7208 members 
Mstep: Class 21 contains 22103 members 
Mstep: Class 22 contains 44192 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11203 members 
Mstep: Class 25 contains 15605 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 24236 members 
Mstep: Class 28 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731040.000000 Penalty: 97570.500000
Iteration 89Q: 29 clusters Score -1.57731e+08 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108878 members 
Mstep: Class 2 contains 13536 members 
Mstep: Class 3 contains 144829 members 
Mstep: Class 4 contains 110135 members 
Mstep: Class 5 contains 29756 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 5338 members 
Mstep: Class 8 contains 50686 members 
Mstep: Class 9 contains 34756 members 
Mstep: Class 10 contains 5483 members 
Mstep: Class 11 contains 30610 members 
Mstep: Class 12 contains 53829 members 
Mstep: Class 13 contains 12158 members 
Mstep: Class 14 contains 136726 members 
Mstep: Class 15 contains 147120 members 
Mstep: Class 16 contains 77964 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 166032 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 22107 members 
Mstep: Class 22 contains 44246 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11225 members 
Mstep: Class 25 contains 15602 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 24273 members 
Mstep: Class 28 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731344.000000 Penalty: 97570.500000
Iteration 90Q: 29 clusters Score -1.577313e+08 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 13514 members 
Mstep: Class 3 contains 144738 members 
Mstep: Class 4 contains 110014 members 
Mstep: Class 5 contains 29734 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 5373 members 
Mstep: Class 8 contains 50743 members 
Mstep: Class 9 contains 34743 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 29207 members 
Mstep: Class 12 contains 53843 members 
Mstep: Class 13 contains 12168 members 
Mstep: Class 14 contains 135759 members 
Mstep: Class 15 contains 147257 members 
Mstep: Class 16 contains 77954 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6258 members 
Mstep: Class 19 contains 168257 members 
Mstep: Class 20 contains 7275 members 
Mstep: Class 21 contains 22101 members 
Mstep: Class 22 contains 44294 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11230 members 
Mstep: Class 25 contains 15600 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 24302 members 
Mstep: Class 28 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731680.000000 Penalty: 97570.500000
Iteration 91Q: 29 clusters Score -1.577317e+08 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108896 members 
Mstep: Class 2 contains 13491 members 
Mstep: Class 3 contains 144637 members 
Mstep: Class 4 contains 109912 members 
Mstep: Class 5 contains 29717 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 50831 members 
Mstep: Class 9 contains 34717 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 27715 members 
Mstep: Class 12 contains 53862 members 
Mstep: Class 13 contains 12171 members 
Mstep: Class 14 contains 134775 members 
Mstep: Class 15 contains 147429 members 
Mstep: Class 16 contains 77953 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6295 members 
Mstep: Class 19 contains 170535 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 22107 members 
Mstep: Class 22 contains 44333 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11247 members 
Mstep: Class 25 contains 15600 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 24312 members 
Mstep: Class 28 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731856.000000 Penalty: 97570.500000
Iteration 92Q: 29 clusters Score -1.577319e+08 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 13465 members 
Mstep: Class 3 contains 144545 members 
Mstep: Class 4 contains 109835 members 
Mstep: Class 5 contains 29709 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 5442 members 
Mstep: Class 8 contains 50930 members 
Mstep: Class 9 contains 34698 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 26166 members 
Mstep: Class 12 contains 53884 members 
Mstep: Class 13 contains 12184 members 
Mstep: Class 14 contains 133809 members 
Mstep: Class 15 contains 147688 members 
Mstep: Class 16 contains 77953 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6333 members 
Mstep: Class 19 contains 172746 members 
Mstep: Class 20 contains 7347 members 
Mstep: Class 21 contains 22084 members 
Mstep: Class 22 contains 44362 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11258 members 
Mstep: Class 25 contains 15600 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 24292 members 
Mstep: Class 28 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731968.000000 Penalty: 97570.500000
Iteration 93Q: 29 clusters Score -1.57732e+08 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108911 members 
Mstep: Class 2 contains 13437 members 
Mstep: Class 3 contains 144438 members 
Mstep: Class 4 contains 109759 members 
Mstep: Class 5 contains 29700 members 
Mstep: Class 6 contains 3172 members 
Mstep: Class 7 contains 5475 members 
Mstep: Class 8 contains 51014 members 
Mstep: Class 9 contains 34700 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 24594 members 
Mstep: Class 12 contains 53902 members 
Mstep: Class 13 contains 12198 members 
Mstep: Class 14 contains 132835 members 
Mstep: Class 15 contains 148034 members 
Mstep: Class 16 contains 77970 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6371 members 
Mstep: Class 19 contains 174926 members 
Mstep: Class 20 contains 7375 members 
Mstep: Class 21 contains 22064 members 
Mstep: Class 22 contains 44379 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11271 members 
Mstep: Class 25 contains 15599 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 24283 members 
Mstep: Class 28 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157732416.000000 Penalty: 97570.500000
Iteration 94Q: 29 clusters Score -1.577324e+08 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 13417 members 
Mstep: Class 3 contains 144333 members 
Mstep: Class 4 contains 109677 members 
Mstep: Class 5 contains 29686 members 
Mstep: Class 6 contains 3185 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 51067 members 
Mstep: Class 9 contains 34715 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 23000 members 
Mstep: Class 12 contains 53925 members 
Mstep: Class 13 contains 12201 members 
Mstep: Class 14 contains 131912 members 
Mstep: Class 15 contains 148405 members 
Mstep: Class 16 contains 77994 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6388 members 
Mstep: Class 19 contains 177039 members 
Mstep: Class 20 contains 7410 members 
Mstep: Class 21 contains 22043 members 
Mstep: Class 22 contains 44422 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 11276 members 
Mstep: Class 25 contains 15596 members 
Mstep: Class 26 contains 1465 members 
Mstep: Class 27 contains 24288 members 
Mstep: Class 28 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157732880.000000 Penalty: 97570.500000
Iteration 95Q: 29 clusters Score -1.577329e+08 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108927 members 
Mstep: Class 2 contains 13410 members 
Mstep: Class 3 contains 144214 members 
Mstep: Class 4 contains 109602 members 
Mstep: Class 5 contains 29685 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 51059 members 
Mstep: Class 9 contains 34729 members 
Mstep: Class 10 contains 5485 members 
Mstep: Class 11 contains 21401 members 
Mstep: Class 12 contains 53951 members 
Mstep: Class 13 contains 12213 members 
Mstep: Class 14 contains 130976 members 
Mstep: Class 15 contains 148809 members 
Mstep: Class 16 contains 78015 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6424 members 
Mstep: Class 19 contains 179169 members 
Mstep: Class 20 contains 7440 members 
Mstep: Class 21 contains 22019 members 
Mstep: Class 22 contains 44469 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 11276 members 
Mstep: Class 25 contains 15595 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 24268 members 
Mstep: Class 28 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157732912.000000 Penalty: 97570.500000
Iteration 96Q: 29 clusters Score -1.577329e+08 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108936 members 
Mstep: Class 2 contains 13372 members 
Mstep: Class 3 contains 144109 members 
Mstep: Class 4 contains 109537 members 
Mstep: Class 5 contains 29687 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 5582 members 
Mstep: Class 8 contains 51053 members 
Mstep: Class 9 contains 34749 members 
Mstep: Class 10 contains 5486 members 
Mstep: Class 11 contains 19733 members 
Mstep: Class 12 contains 53982 members 
Mstep: Class 13 contains 12217 members 
Mstep: Class 14 contains 130045 members 
Mstep: Class 15 contains 149130 members 
Mstep: Class 16 contains 78035 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6464 members 
Mstep: Class 19 contains 181460 members 
Mstep: Class 20 contains 7470 members 
Mstep: Class 21 contains 21999 members 
Mstep: Class 22 contains 44505 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 11284 members 
Mstep: Class 25 contains 15594 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 24245 members 
Mstep: Class 28 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157733632.000000 Penalty: 97570.500000
Iteration 97Q: 29 clusters Score -1.577336e+08 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108967 members 
Mstep: Class 2 contains 13362 members 
Mstep: Class 3 contains 144000 members 
Mstep: Class 4 contains 109484 members 
Mstep: Class 5 contains 29681 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 5604 members 
Mstep: Class 8 contains 50990 members 
Mstep: Class 9 contains 34758 members 
Mstep: Class 10 contains 5488 members 
Mstep: Class 11 contains 18041 members 
Mstep: Class 12 contains 54006 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 129171 members 
Mstep: Class 15 contains 149479 members 
Mstep: Class 16 contains 78052 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6498 members 
Mstep: Class 19 contains 183735 members 
Mstep: Class 20 contains 7489 members 
Mstep: Class 21 contains 21993 members 
Mstep: Class 22 contains 44521 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 11288 members 
Mstep: Class 25 contains 15592 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 24230 members 
Mstep: Class 28 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157734000.000000 Penalty: 97570.500000
Iteration 98Q: 29 clusters Score -1.57734e+08 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108988 members 
Mstep: Class 2 contains 13349 members 
Mstep: Class 3 contains 143898 members 
Mstep: Class 4 contains 109420 members 
Mstep: Class 5 contains 29682 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 7 contains 5625 members 
Mstep: Class 8 contains 50862 members 
Mstep: Class 9 contains 34767 members 
Mstep: Class 10 contains 5488 members 
Mstep: Class 11 contains 16416 members 
Mstep: Class 12 contains 54029 members 
Mstep: Class 13 contains 12237 members 
Mstep: Class 14 contains 128230 members 
Mstep: Class 15 contains 149900 members 
Mstep: Class 16 contains 78099 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6535 members 
Mstep: Class 19 contains 185973 members 
Mstep: Class 20 contains 7504 members 
Mstep: Class 21 contains 21984 members 
Mstep: Class 22 contains 44549 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 11297 members 
Mstep: Class 25 contains 15591 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 24219 members 
Mstep: Class 28 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157734624.000000 Penalty: 97570.500000
Iteration 99Q: 29 clusters Score -1.577346e+08 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 13342 members 
Mstep: Class 3 contains 143788 members 
Mstep: Class 4 contains 109373 members 
Mstep: Class 5 contains 29681 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 50654 members 
Mstep: Class 9 contains 34792 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 14865 members 
Mstep: Class 12 contains 54046 members 
Mstep: Class 13 contains 12238 members 
Mstep: Class 14 contains 127306 members 
Mstep: Class 15 contains 150347 members 
Mstep: Class 16 contains 78146 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6561 members 
Mstep: Class 19 contains 188193 members 
Mstep: Class 20 contains 7525 members 
Mstep: Class 21 contains 21983 members 
Mstep: Class 22 contains 44575 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 11303 members 
Mstep: Class 25 contains 15589 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 24201 members 
Mstep: Class 28 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157735072.000000 Penalty: 97570.500000
Iteration 100F: 29 clusters Score -1.577351e+08 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109018 members 
Mstep: Class 2 contains 13326 members 
Mstep: Class 3 contains 143681 members 
Mstep: Class 4 contains 109333 members 
Mstep: Class 5 contains 29680 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 5651 members 
Mstep: Class 8 contains 50310 members 
Mstep: Class 9 contains 34816 members 
Mstep: Class 10 contains 5491 members 
Mstep: Class 11 contains 13499 members 
Mstep: Class 12 contains 54071 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 126356 members 
Mstep: Class 15 contains 150855 members 
Mstep: Class 16 contains 78186 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6572 members 
Mstep: Class 19 contains 190389 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 21977 members 
Mstep: Class 22 contains 44581 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 11307 members 
Mstep: Class 25 contains 15585 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 24183 members 
Mstep: Class 28 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157735824.000000 Penalty: 97570.500000
Iteration 101Q: 29 clusters Score -1.577358e+08 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109028 members 
Mstep: Class 2 contains 13312 members 
Mstep: Class 3 contains 143558 members 
Mstep: Class 4 contains 109296 members 
Mstep: Class 5 contains 29676 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 5664 members 
Mstep: Class 8 contains 49864 members 
Mstep: Class 9 contains 34859 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 12387 members 
Mstep: Class 12 contains 54088 members 
Mstep: Class 13 contains 12209 members 
Mstep: Class 14 contains 125400 members 
Mstep: Class 15 contains 151366 members 
Mstep: Class 16 contains 78253 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6588 members 
Mstep: Class 19 contains 192421 members 
Mstep: Class 20 contains 7545 members 
Mstep: Class 21 contains 21953 members 
Mstep: Class 22 contains 44597 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 11306 members 
Mstep: Class 25 contains 15584 members 
Mstep: Class 26 contains 1465 members 
Mstep: Class 27 contains 24179 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736384.000000 Penalty: 97570.500000
Iteration 102Q: 29 clusters Score -1.577364e+08 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109032 members 
Mstep: Class 2 contains 13295 members 
Mstep: Class 3 contains 143422 members 
Mstep: Class 4 contains 109262 members 
Mstep: Class 5 contains 29681 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 5685 members 
Mstep: Class 8 contains 49263 members 
Mstep: Class 9 contains 34887 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 11516 members 
Mstep: Class 12 contains 54112 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 124433 members 
Mstep: Class 15 contains 151843 members 
Mstep: Class 16 contains 78292 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6600 members 
Mstep: Class 19 contains 194467 members 
Mstep: Class 20 contains 7553 members 
Mstep: Class 21 contains 21936 members 
Mstep: Class 22 contains 44609 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 11297 members 
Mstep: Class 25 contains 15585 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 24188 members 
Mstep: Class 28 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737008.000000 Penalty: 97570.500000
Iteration 103Q: 29 clusters Score -1.57737e+08 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109029 members 
Mstep: Class 2 contains 13266 members 
Mstep: Class 3 contains 143292 members 
Mstep: Class 4 contains 109228 members 
Mstep: Class 5 contains 29682 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 5698 members 
Mstep: Class 8 contains 48595 members 
Mstep: Class 9 contains 34933 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 10991 members 
Mstep: Class 12 contains 54142 members 
Mstep: Class 13 contains 12126 members 
Mstep: Class 14 contains 123366 members 
Mstep: Class 15 contains 152327 members 
Mstep: Class 16 contains 78320 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6611 members 
Mstep: Class 19 contains 196336 members 
Mstep: Class 20 contains 7559 members 
Mstep: Class 21 contains 21920 members 
Mstep: Class 22 contains 44634 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 11293 members 
Mstep: Class 25 contains 15583 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 24202 members 
Mstep: Class 28 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737920.000000 Penalty: 97570.500000
Iteration 104Q: 29 clusters Score -1.577379e+08 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109027 members 
Mstep: Class 2 contains 13251 members 
Mstep: Class 3 contains 143132 members 
Mstep: Class 4 contains 109185 members 
Mstep: Class 5 contains 29683 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 5707 members 
Mstep: Class 8 contains 47911 members 
Mstep: Class 9 contains 34968 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 10790 members 
Mstep: Class 12 contains 54167 members 
Mstep: Class 13 contains 12074 members 
Mstep: Class 14 contains 122297 members 
Mstep: Class 15 contains 152743 members 
Mstep: Class 16 contains 78388 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6629 members 
Mstep: Class 19 contains 197949 members 
Mstep: Class 20 contains 7566 members 
Mstep: Class 21 contains 21897 members 
Mstep: Class 22 contains 44669 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 11291 members 
Mstep: Class 25 contains 15585 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 24224 members 
Mstep: Class 28 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737840.000000 Penalty: 97570.500000
Iteration 105Q: 29 clusters Score -1.577378e+08 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109027 members 
Mstep: Class 2 contains 13246 members 
Mstep: Class 3 contains 142986 members 
Mstep: Class 4 contains 109143 members 
Mstep: Class 5 contains 29683 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 5720 members 
Mstep: Class 8 contains 47302 members 
Mstep: Class 9 contains 35015 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 10774 members 
Mstep: Class 12 contains 54199 members 
Mstep: Class 13 contains 12023 members 
Mstep: Class 14 contains 121179 members 
Mstep: Class 15 contains 153118 members 
Mstep: Class 16 contains 78471 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6651 members 
Mstep: Class 19 contains 199336 members 
Mstep: Class 20 contains 7574 members 
Mstep: Class 21 contains 21894 members 
Mstep: Class 22 contains 44691 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11296 members 
Mstep: Class 25 contains 15583 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 24224 members 
Mstep: Class 28 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737920.000000 Penalty: 97570.500000
Iteration 106Q: 29 clusters Score -1.577379e+08 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109032 members 
Mstep: Class 2 contains 13236 members 
Mstep: Class 3 contains 142844 members 
Mstep: Class 4 contains 109108 members 
Mstep: Class 5 contains 29686 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 5726 members 
Mstep: Class 8 contains 46789 members 
Mstep: Class 9 contains 35051 members 
Mstep: Class 10 contains 5500 members 
Mstep: Class 11 contains 10844 members 
Mstep: Class 12 contains 54235 members 
Mstep: Class 13 contains 11973 members 
Mstep: Class 14 contains 120097 members 
Mstep: Class 15 contains 153475 members 
Mstep: Class 16 contains 78576 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 200474 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 21900 members 
Mstep: Class 22 contains 44742 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11302 members 
Mstep: Class 25 contains 15578 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 24224 members 
Mstep: Class 28 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737792.000000 Penalty: 97570.500000
Iteration 107Q: 29 clusters Score -1.577378e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109040 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 142676 members 
Mstep: Class 4 contains 109077 members 
Mstep: Class 5 contains 29689 members 
Mstep: Class 6 contains 3236 members 
Mstep: Class 7 contains 5732 members 
Mstep: Class 8 contains 46340 members 
Mstep: Class 9 contains 35082 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 10951 members 
Mstep: Class 12 contains 54279 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 119100 members 
Mstep: Class 15 contains 153822 members 
Mstep: Class 16 contains 78654 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6671 members 
Mstep: Class 19 contains 201481 members 
Mstep: Class 20 contains 7593 members 
Mstep: Class 21 contains 21902 members 
Mstep: Class 22 contains 44792 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11304 members 
Mstep: Class 25 contains 15577 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 24227 members 
Mstep: Class 28 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737744.000000 Penalty: 97570.500000
Iteration 108Q: 29 clusters Score -1.577377e+08 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109040 members 
Mstep: Class 2 contains 13194 members 
Mstep: Class 3 contains 142507 members 
Mstep: Class 4 contains 109051 members 
Mstep: Class 5 contains 29694 members 
Mstep: Class 6 contains 3227 members 
Mstep: Class 7 contains 5737 members 
Mstep: Class 8 contains 45974 members 
Mstep: Class 9 contains 35128 members 
Mstep: Class 10 contains 5503 members 
Mstep: Class 11 contains 11068 members 
Mstep: Class 12 contains 54318 members 
Mstep: Class 13 contains 11912 members 
Mstep: Class 14 contains 118110 members 
Mstep: Class 15 contains 154106 members 
Mstep: Class 16 contains 78712 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6685 members 
Mstep: Class 19 contains 202460 members 
Mstep: Class 20 contains 7606 members 
Mstep: Class 21 contains 21893 members 
Mstep: Class 22 contains 44851 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11302 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 24226 members 
Mstep: Class 28 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738096.000000 Penalty: 97570.500000
Iteration 109Q: 29 clusters Score -1.577381e+08 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109050 members 
Mstep: Class 2 contains 13170 members 
Mstep: Class 3 contains 142346 members 
Mstep: Class 4 contains 109029 members 
Mstep: Class 5 contains 29696 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 5742 members 
Mstep: Class 8 contains 45624 members 
Mstep: Class 9 contains 35136 members 
Mstep: Class 10 contains 5505 members 
Mstep: Class 11 contains 11195 members 
Mstep: Class 12 contains 54355 members 
Mstep: Class 13 contains 11900 members 
Mstep: Class 14 contains 117131 members 
Mstep: Class 15 contains 154383 members 
Mstep: Class 16 contains 78757 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6694 members 
Mstep: Class 19 contains 203426 members 
Mstep: Class 20 contains 7616 members 
Mstep: Class 21 contains 21878 members 
Mstep: Class 22 contains 44918 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11303 members 
Mstep: Class 25 contains 15575 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 24230 members 
Mstep: Class 28 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738096.000000 Penalty: 97570.500000
Iteration 110Q: 29 clusters Score -1.577381e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109057 members 
Mstep: Class 2 contains 13151 members 
Mstep: Class 3 contains 142186 members 
Mstep: Class 4 contains 109010 members 
Mstep: Class 5 contains 29696 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 5750 members 
Mstep: Class 8 contains 45305 members 
Mstep: Class 9 contains 35142 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 11311 members 
Mstep: Class 12 contains 54380 members 
Mstep: Class 13 contains 11884 members 
Mstep: Class 14 contains 116075 members 
Mstep: Class 15 contains 154703 members 
Mstep: Class 16 contains 78810 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6708 members 
Mstep: Class 19 contains 204457 members 
Mstep: Class 20 contains 7620 members 
Mstep: Class 21 contains 21873 members 
Mstep: Class 22 contains 44953 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11303 members 
Mstep: Class 25 contains 15572 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 24218 members 
Mstep: Class 28 contains 774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738288.000000 Penalty: 97570.500000
Iteration 111Q: 29 clusters Score -1.577383e+08 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109080 members 
Mstep: Class 2 contains 13132 members 
Mstep: Class 3 contains 142032 members 
Mstep: Class 4 contains 108989 members 
Mstep: Class 5 contains 29694 members 
Mstep: Class 6 contains 3197 members 
Mstep: Class 7 contains 5761 members 
Mstep: Class 8 contains 45011 members 
Mstep: Class 9 contains 35160 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 11411 members 
Mstep: Class 12 contains 54398 members 
Mstep: Class 13 contains 11866 members 
Mstep: Class 14 contains 115041 members 
Mstep: Class 15 contains 154963 members 
Mstep: Class 16 contains 78850 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 19 contains 205485 members 
Mstep: Class 20 contains 7621 members 
Mstep: Class 21 contains 21870 members 
Mstep: Class 22 contains 45007 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11306 members 
Mstep: Class 25 contains 15569 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 24209 members 
Mstep: Class 28 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738576.000000 Penalty: 97570.500000
Iteration 112Q: 29 clusters Score -1.577386e+08 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109076 members 
Mstep: Class 2 contains 13116 members 
Mstep: Class 3 contains 141885 members 
Mstep: Class 4 contains 108971 members 
Mstep: Class 5 contains 29689 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 5769 members 
Mstep: Class 8 contains 44724 members 
Mstep: Class 9 contains 35168 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 11514 members 
Mstep: Class 12 contains 54434 members 
Mstep: Class 13 contains 11853 members 
Mstep: Class 14 contains 114060 members 
Mstep: Class 15 contains 155150 members 
Mstep: Class 16 contains 78901 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 6732 members 
Mstep: Class 19 contains 206507 members 
Mstep: Class 20 contains 7627 members 
Mstep: Class 21 contains 21877 members 
Mstep: Class 22 contains 45062 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11306 members 
Mstep: Class 25 contains 15565 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 24202 members 
Mstep: Class 28 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738128.000000 Penalty: 97570.500000
Iteration 113Q: 29 clusters Score -1.577381e+08 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109080 members 
Mstep: Class 2 contains 13110 members 
Mstep: Class 3 contains 141761 members 
Mstep: Class 4 contains 108954 members 
Mstep: Class 5 contains 29690 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 5779 members 
Mstep: Class 8 contains 44464 members 
Mstep: Class 9 contains 35171 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 11618 members 
Mstep: Class 12 contains 54453 members 
Mstep: Class 13 contains 11848 members 
Mstep: Class 14 contains 113055 members 
Mstep: Class 15 contains 155296 members 
Mstep: Class 16 contains 78958 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 6743 members 
Mstep: Class 19 contains 207532 members 
Mstep: Class 20 contains 7633 members 
Mstep: Class 21 contains 21890 members 
Mstep: Class 22 contains 45118 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 11308 members 
Mstep: Class 25 contains 15560 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738880.000000 Penalty: 97570.500000
Iteration 114Q: 29 clusters Score -1.577389e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109080 members 
Mstep: Class 2 contains 13104 members 
Mstep: Class 3 contains 141639 members 
Mstep: Class 4 contains 108937 members 
Mstep: Class 5 contains 29693 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 5786 members 
Mstep: Class 8 contains 44193 members 
Mstep: Class 9 contains 35181 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 11697 members 
Mstep: Class 12 contains 54482 members 
Mstep: Class 13 contains 11839 members 
Mstep: Class 14 contains 112021 members 
Mstep: Class 15 contains 155428 members 
Mstep: Class 16 contains 79001 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 208651 members 
Mstep: Class 20 contains 7637 members 
Mstep: Class 21 contains 21888 members 
Mstep: Class 22 contains 45185 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11303 members 
Mstep: Class 25 contains 15555 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 24167 members 
Mstep: Class 28 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739280.000000 Penalty: 97570.500000
Iteration 115Q: 29 clusters Score -1.577393e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 13086 members 
Mstep: Class 3 contains 141512 members 
Mstep: Class 4 contains 108923 members 
Mstep: Class 5 contains 29692 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 5794 members 
Mstep: Class 8 contains 43971 members 
Mstep: Class 9 contains 35177 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 11771 members 
Mstep: Class 12 contains 54518 members 
Mstep: Class 13 contains 11832 members 
Mstep: Class 14 contains 111004 members 
Mstep: Class 15 contains 155503 members 
Mstep: Class 16 contains 79047 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 6755 members 
Mstep: Class 19 contains 209756 members 
Mstep: Class 20 contains 7646 members 
Mstep: Class 21 contains 21879 members 
Mstep: Class 22 contains 45268 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11299 members 
Mstep: Class 25 contains 15552 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739456.000000 Penalty: 97570.500000
Iteration 116Q: 29 clusters Score -1.577395e+08 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109074 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 141371 members 
Mstep: Class 4 contains 108915 members 
Mstep: Class 5 contains 29696 members 
Mstep: Class 6 contains 3139 members 
Mstep: Class 7 contains 5808 members 
Mstep: Class 8 contains 43774 members 
Mstep: Class 9 contains 35173 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 11844 members 
Mstep: Class 12 contains 54546 members 
Mstep: Class 13 contains 11820 members 
Mstep: Class 14 contains 110008 members 
Mstep: Class 15 contains 155610 members 
Mstep: Class 16 contains 79077 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 6758 members 
Mstep: Class 19 contains 210866 members 
Mstep: Class 20 contains 7652 members 
Mstep: Class 21 contains 21874 members 
Mstep: Class 22 contains 45296 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11290 members 
Mstep: Class 25 contains 15553 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 24150 members 
Mstep: Class 28 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739552.000000 Penalty: 97570.500000
Iteration 117Q: 29 clusters Score -1.577396e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109076 members 
Mstep: Class 2 contains 13057 members 
Mstep: Class 3 contains 141213 members 
Mstep: Class 4 contains 108906 members 
Mstep: Class 5 contains 29698 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 5818 members 
Mstep: Class 8 contains 43579 members 
Mstep: Class 9 contains 35163 members 
Mstep: Class 10 contains 5509 members 
Mstep: Class 11 contains 11922 members 
Mstep: Class 12 contains 54563 members 
Mstep: Class 13 contains 11808 members 
Mstep: Class 14 contains 109043 members 
Mstep: Class 15 contains 155617 members 
Mstep: Class 16 contains 79098 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 6759 members 
Mstep: Class 19 contains 212078 members 
Mstep: Class 20 contains 7657 members 
Mstep: Class 21 contains 21868 members 
Mstep: Class 22 contains 45321 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11289 members 
Mstep: Class 25 contains 15554 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 24148 members 
Mstep: Class 28 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739744.000000 Penalty: 97570.500000
Iteration 118Q: 29 clusters Score -1.577397e+08 nChanged 2782
Entering ConstructFrom: 
Score: -157739744.000000 Penalty: 97570.500000
Entering ConstructFrom: 
Trying to split cluster 1 (109084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109084 members 
Entering Unmasked Estep 
Score: -13818221.000000 Penalty: 2876.768555
	Iteration 0F: 2 clusters Score -1.381822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -13745288.000000 Penalty: 5753.537109
	Iteration 0F: 3 clusters Score -1.374529e+07 nChanged 51543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -13774664.000000 Penalty: 5753.537109
	Iteration 1F: 3 clusters Score -1.377466e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -13775427.000000 Penalty: 5753.537109
	Iteration 2Q: 3 clusters Score -1.377543e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -13776240.000000 Penalty: 5753.537109
	Iteration 3Q: 3 clusters Score -1.377624e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -13777057.000000 Penalty: 5753.537109
	Iteration 4Q: 3 clusters Score -1.377706e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -13778122.000000 Penalty: 5753.537109
	Iteration 5Q: 3 clusters Score -1.377812e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -13779432.000000 Penalty: 5753.537109
	Iteration 6Q: 3 clusters Score -1.377943e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -13781248.000000 Penalty: 5753.537109
	Iteration 7Q: 3 clusters Score -1.378125e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -13783750.000000 Penalty: 5753.537109
	Iteration 8Q: 3 clusters Score -1.378375e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -13786836.000000 Penalty: 5753.537109
	Iteration 9F: 3 clusters Score -1.378684e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -13790534.000000 Penalty: 5753.537109
	Iteration 10F: 3 clusters Score -1.379053e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -13793942.000000 Penalty: 5753.537109
	Iteration 11F: 3 clusters Score -1.379394e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -13795881.000000 Penalty: 5753.537109
	Iteration 12Q: 3 clusters Score -1.379588e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -13796728.000000 Penalty: 5753.537109
	Iteration 13Q: 3 clusters Score -1.379673e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -13797213.000000 Penalty: 5753.537109
	Iteration 14Q: 3 clusters Score -1.379721e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -13797548.000000 Penalty: 5753.537109
	Iteration 15Q: 3 clusters Score -1.379755e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -13797989.000000 Penalty: 5753.537109
	Iteration 16Q: 3 clusters Score -1.379799e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73351 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -13798500.000000 Penalty: 5753.537109
	Iteration 17Q: 3 clusters Score -1.37985e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75196 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -13799053.000000 Penalty: 5753.537109
	Iteration 18Q: 3 clusters Score -1.379905e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77177 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -13799622.000000 Penalty: 5753.537109
	Iteration 19Q: 3 clusters Score -1.379962e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -13800247.000000 Penalty: 5753.537109
	Iteration 20F: 3 clusters Score -1.380025e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81479 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -13801142.000000 Penalty: 5753.537109
	Iteration 21Q: 3 clusters Score -1.380114e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -13802117.000000 Penalty: 5753.537109
	Iteration 22Q: 3 clusters Score -1.380212e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -13803160.000000 Penalty: 5753.537109
	Iteration 23Q: 3 clusters Score -1.380316e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88931 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -13804398.000000 Penalty: 5753.537109
	Iteration 24Q: 3 clusters Score -1.38044e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -13805647.000000 Penalty: 5753.537109
	Iteration 25Q: 3 clusters Score -1.380565e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -13807100.000000 Penalty: 5753.537109
	Iteration 26Q: 3 clusters Score -1.38071e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -13808514.000000 Penalty: 5753.537109
	Iteration 27Q: 3 clusters Score -1.380851e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98684 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -13809898.000000 Penalty: 5753.537109
	Iteration 28Q: 3 clusters Score -1.38099e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100703 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -13811086.000000 Penalty: 5753.537109
	Iteration 29Q: 3 clusters Score -1.381109e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102440 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -13812131.000000 Penalty: 5753.537109
	Iteration 30Q: 3 clusters Score -1.381213e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103880 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -13813046.000000 Penalty: 5753.537109
	Iteration 31Q: 3 clusters Score -1.381305e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105070 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -13813705.000000 Penalty: 5753.537109
	Iteration 32Q: 3 clusters Score -1.38137e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105997 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -13814301.000000 Penalty: 5753.537109
	Iteration 33Q: 3 clusters Score -1.38143e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106694 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -13814704.000000 Penalty: 5753.537109
	Iteration 34Q: 3 clusters Score -1.38147e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107179 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -13815003.000000 Penalty: 5753.537109
	Iteration 35Q: 3 clusters Score -1.3815e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107545 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -13815245.000000 Penalty: 5753.537109
	Iteration 36Q: 3 clusters Score -1.381524e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107797 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13815375.000000 Penalty: 5753.537109
	Iteration 37Q: 3 clusters Score -1.381538e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13815498.000000 Penalty: 5753.537109
	Iteration 38Q: 3 clusters Score -1.38155e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108091 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -13815559.000000 Penalty: 5753.537109
	Iteration 39Q: 3 clusters Score -1.381556e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13815590.000000 Penalty: 5753.537109
	Iteration 40F: 3 clusters Score -1.381559e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108255 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -13815630.000000 Penalty: 5753.537109
	Iteration 41Q: 3 clusters Score -1.381563e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108309 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13815643.000000 Penalty: 5753.537109
	Iteration 42Q: 3 clusters Score -1.381564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108336 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13815653.000000 Penalty: 5753.537109
	Iteration 43Q: 3 clusters Score -1.381565e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108352 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -13815662.000000 Penalty: 5753.537109
	Iteration 44Q: 3 clusters Score -1.381566e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108366 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13815671.000000 Penalty: 5753.537109
	Iteration 45Q: 3 clusters Score -1.381567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108377 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13815676.000000 Penalty: 5753.537109
	Iteration 46Q: 3 clusters Score -1.381568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108388 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -13815686.000000 Penalty: 5753.537109
	Iteration 47Q: 3 clusters Score -1.381569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108392 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -13815682.000000 Penalty: 5753.537109
	Iteration 48Q: 3 clusters Score -1.381568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108395 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13815694.000000 Penalty: 5753.537109
	Iteration 49Q: 3 clusters Score -1.381569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108398 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -13815698.000000 Penalty: 5753.537109
	Iteration 50Q: 3 clusters Score -1.38157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108400 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -13815692.000000 Penalty: 5753.537109
	Iteration 51Q: 3 clusters Score -1.381569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -13815703.000000 Penalty: 5753.537109
	Iteration 52Q: 3 clusters Score -1.38157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108403 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -13815704.000000 Penalty: 5753.537109
	Iteration 53Q: 3 clusters Score -1.38157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108403 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -13815704.000000 Penalty: 5753.537109
	Iteration 54F: 3 clusters Score -1.38157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Entering Unmasked Estep 
Score: -1569700.375000 Penalty: 2350.125732
	Iteration 0F: 2 clusters Score -1569700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1560030.500000 Penalty: 4700.251465
	Iteration 0F: 3 clusters Score -1560030 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1563069.250000 Penalty: 4700.251465
	Iteration 1F: 3 clusters Score -1563069 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1563407.250000 Penalty: 4700.251465
	Iteration 2F: 3 clusters Score -1563407 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1563675.625000 Penalty: 4700.251465
	Iteration 3F: 3 clusters Score -1563676 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1563941.750000 Penalty: 4700.251465
	Iteration 4Q: 3 clusters Score -1563942 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1564220.000000 Penalty: 4700.251465
	Iteration 5Q: 3 clusters Score -1564220 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1564609.625000 Penalty: 4700.251465
	Iteration 6Q: 3 clusters Score -1564610 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1565050.000000 Penalty: 4700.251465
	Iteration 7Q: 3 clusters Score -1565050 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1565641.375000 Penalty: 4700.251465
	Iteration 8F: 3 clusters Score -1565641 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1566298.875000 Penalty: 4700.251465
	Iteration 9F: 3 clusters Score -1566299 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1566908.000000 Penalty: 4700.251465
	Iteration 10F: 3 clusters Score -1566908 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1567367.125000 Penalty: 4700.251465
	Iteration 11Q: 3 clusters Score -1567367 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1567677.875000 Penalty: 4700.251465
	Iteration 12Q: 3 clusters Score -1567678 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1567902.625000 Penalty: 4700.251465
	Iteration 13Q: 3 clusters Score -1567903 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1568066.625000 Penalty: 4700.251465
	Iteration 14Q: 3 clusters Score -1568067 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1568212.750000 Penalty: 4700.251465
	Iteration 15Q: 3 clusters Score -1568213 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1568366.875000 Penalty: 4700.251465
	Iteration 16Q: 3 clusters Score -1568367 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1568514.125000 Penalty: 4700.251465
	Iteration 17Q: 3 clusters Score -1568514 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1568637.625000 Penalty: 4700.251465
	Iteration 18Q: 3 clusters Score -1568638 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1568729.250000 Penalty: 4700.251465
	Iteration 19Q: 3 clusters Score -1568729 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1568812.375000 Penalty: 4700.251465
	Iteration 20F: 3 clusters Score -1568812 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1568878.125000 Penalty: 4700.251465
	Iteration 21Q: 3 clusters Score -1568878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1568931.750000 Penalty: 4700.251465
	Iteration 22Q: 3 clusters Score -1568932 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1568978.125000 Penalty: 4700.251465
	Iteration 23Q: 3 clusters Score -1568978 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1569013.000000 Penalty: 4700.251465
	Iteration 24Q: 3 clusters Score -1569013 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1569035.000000 Penalty: 4700.251465
	Iteration 25Q: 3 clusters Score -1569035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1569058.625000 Penalty: 4700.251465
	Iteration 26Q: 3 clusters Score -1569059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1569073.375000 Penalty: 4700.251465
	Iteration 27Q: 3 clusters Score -1569073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1569086.750000 Penalty: 4700.251465
	Iteration 28Q: 3 clusters Score -1569087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1569108.750000 Penalty: 4700.251465
	Iteration 29Q: 3 clusters Score -1569109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1569128.250000 Penalty: 4700.251465
	Iteration 30Q: 3 clusters Score -1569128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1569138.875000 Penalty: 4700.251465
	Iteration 31Q: 3 clusters Score -1569139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1569150.625000 Penalty: 4700.251465
	Iteration 32Q: 3 clusters Score -1569151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1569157.000000 Penalty: 4700.251465
	Iteration 33Q: 3 clusters Score -1569157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1569163.750000 Penalty: 4700.251465
	Iteration 34Q: 3 clusters Score -1569164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1569167.125000 Penalty: 4700.251465
	Iteration 35Q: 3 clusters Score -1569167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1569168.125000 Penalty: 4700.251465
	Iteration 36Q: 3 clusters Score -1569168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1569167.750000 Penalty: 4700.251465
	Iteration 37Q: 3 clusters Score -1569168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1569170.250000 Penalty: 4700.251465
	Iteration 38Q: 3 clusters Score -1569170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1569169.750000 Penalty: 4700.251465
	Iteration 39Q: 3 clusters Score -1569170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1569169.000000 Penalty: 4700.251465
	Iteration 40F: 3 clusters Score -1569169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1569169.500000 Penalty: 4700.251465
	Iteration 41Q: 3 clusters Score -1569170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1569168.625000 Penalty: 4700.251465
	Iteration 42Q: 3 clusters Score -1569169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1569169.000000 Penalty: 4700.251465
	Iteration 43Q: 3 clusters Score -1569169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1569168.125000 Penalty: 4700.251465
	Iteration 44Q: 3 clusters Score -1569168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1569168.125000 Penalty: 4700.251465
	Iteration 45F: 3 clusters Score -1569168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (141063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141063 members 
Entering Unmasked Estep 
Score: -17947470.000000 Penalty: 2940.526611
	Iteration 0F: 2 clusters Score -1.794747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 70287 members 
Entering Unmasked Estep 
Score: -17854742.000000 Penalty: 5881.053223
	Iteration 0F: 3 clusters Score -1.785474e+07 nChanged 67302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74388 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -17893796.000000 Penalty: 5881.053223
	Iteration 1F: 3 clusters Score -1.78938e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -17895216.000000 Penalty: 5881.053223
	Iteration 2Q: 3 clusters Score -1.789522e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -17897970.000000 Penalty: 5881.053223
	Iteration 3Q: 3 clusters Score -1.789797e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -17902656.000000 Penalty: 5881.053223
	Iteration 4F: 3 clusters Score -1.790266e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98249 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -17910256.000000 Penalty: 5881.053223
	Iteration 5F: 3 clusters Score -1.791026e+07 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109186 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -17920078.000000 Penalty: 5881.053223
	Iteration 6F: 3 clusters Score -1.792008e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119596 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -17929718.000000 Penalty: 5881.053223
	Iteration 7F: 3 clusters Score -1.792972e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127316 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -17936338.000000 Penalty: 5881.053223
	Iteration 8F: 3 clusters Score -1.793634e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132325 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -17940264.000000 Penalty: 5881.053223
	Iteration 9Q: 3 clusters Score -1.794026e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135356 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -17942428.000000 Penalty: 5881.053223
	Iteration 10Q: 3 clusters Score -1.794243e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137101 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -17943360.000000 Penalty: 5881.053223
	Iteration 11Q: 3 clusters Score -1.794336e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -17944004.000000 Penalty: 5881.053223
	Iteration 12Q: 3 clusters Score -1.7944e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138834 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -17944484.000000 Penalty: 5881.053223
	Iteration 13Q: 3 clusters Score -1.794448e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139245 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -17944696.000000 Penalty: 5881.053223
	Iteration 14Q: 3 clusters Score -1.79447e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139489 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -17944850.000000 Penalty: 5881.053223
	Iteration 15Q: 3 clusters Score -1.794485e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139650 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -17944988.000000 Penalty: 5881.053223
	Iteration 16Q: 3 clusters Score -1.794499e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139767 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -17945070.000000 Penalty: 5881.053223
	Iteration 17Q: 3 clusters Score -1.794507e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139844 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -17945100.000000 Penalty: 5881.053223
	Iteration 18Q: 3 clusters Score -1.79451e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139907 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -17945128.000000 Penalty: 5881.053223
	Iteration 19Q: 3 clusters Score -1.794513e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139945 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -17945140.000000 Penalty: 5881.053223
	Iteration 20F: 3 clusters Score -1.794514e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139974 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -17945152.000000 Penalty: 5881.053223
	Iteration 21Q: 3 clusters Score -1.794515e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139993 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -17945160.000000 Penalty: 5881.053223
	Iteration 22Q: 3 clusters Score -1.794516e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140005 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -17945176.000000 Penalty: 5881.053223
	Iteration 23Q: 3 clusters Score -1.794518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140027 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -17945172.000000 Penalty: 5881.053223
	Iteration 24Q: 3 clusters Score -1.794517e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140042 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -17945178.000000 Penalty: 5881.053223
	Iteration 25Q: 3 clusters Score -1.794518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140043 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -17945178.000000 Penalty: 5881.053223
	Iteration 26Q: 3 clusters Score -1.794518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140048 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -17945188.000000 Penalty: 5881.053223
	Iteration 27Q: 3 clusters Score -1.794519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140057 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -17945196.000000 Penalty: 5881.053223
	Iteration 28Q: 3 clusters Score -1.79452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140062 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -17945196.000000 Penalty: 5881.053223
	Iteration 29Q: 3 clusters Score -1.79452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140070 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -17945206.000000 Penalty: 5881.053223
	Iteration 30Q: 3 clusters Score -1.794521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140076 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -17945218.000000 Penalty: 5881.053223
	Iteration 31Q: 3 clusters Score -1.794522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140077 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -17945204.000000 Penalty: 5881.053223
	Iteration 32Q: 3 clusters Score -1.79452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140080 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -17945214.000000 Penalty: 5881.053223
	Iteration 33Q: 3 clusters Score -1.794521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140079 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -17945216.000000 Penalty: 5881.053223
	Iteration 34Q: 3 clusters Score -1.794522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140080 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -17945220.000000 Penalty: 5881.053223
	Iteration 35Q: 3 clusters Score -1.794522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140081 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -17945216.000000 Penalty: 5881.053223
	Iteration 36Q: 3 clusters Score -1.794522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140082 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -17945216.000000 Penalty: 5881.053223
	Iteration 37Q: 3 clusters Score -1.794522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140085 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -17945214.000000 Penalty: 5881.053223
	Iteration 38Q: 3 clusters Score -1.794521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140085 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -17945214.000000 Penalty: 5881.053223
	Iteration 39Q: 3 clusters Score -1.794521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140088 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -17945210.000000 Penalty: 5881.053223
	Iteration 40F: 3 clusters Score -1.794521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140088 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -17945212.000000 Penalty: 5881.053223
	Iteration 41Q: 3 clusters Score -1.794521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140090 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17945202.000000 Penalty: 5881.053223
	Iteration 42Q: 3 clusters Score -1.79452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140090 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17945202.000000 Penalty: 5881.053223
	Iteration 43F: 3 clusters Score -1.79452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (108894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Entering Unmasked Estep 
Score: -13671677.000000 Penalty: 2876.336182
	Iteration 0F: 2 clusters Score -1.367168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -13598654.000000 Penalty: 5752.672363
	Iteration 0F: 3 clusters Score -1.359865e+07 nChanged 51924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -13629003.000000 Penalty: 5752.672363
	Iteration 1F: 3 clusters Score -1.3629e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -13630171.000000 Penalty: 5752.672363
	Iteration 2Q: 3 clusters Score -1.363017e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -13631659.000000 Penalty: 5752.672363
	Iteration 3Q: 3 clusters Score -1.363166e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -13633651.000000 Penalty: 5752.672363
	Iteration 4Q: 3 clusters Score -1.363365e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -13636189.000000 Penalty: 5752.672363
	Iteration 5Q: 3 clusters Score -1.363619e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -13639369.000000 Penalty: 5752.672363
	Iteration 6F: 3 clusters Score -1.363937e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70073 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -13643052.000000 Penalty: 5752.672363
	Iteration 7F: 3 clusters Score -1.364305e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -13646869.000000 Penalty: 5752.672363
	Iteration 8F: 3 clusters Score -1.364687e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80146 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -13650766.000000 Penalty: 5752.672363
	Iteration 9F: 3 clusters Score -1.365077e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -13654228.000000 Penalty: 5752.672363
	Iteration 10Q: 3 clusters Score -1.365423e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89648 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -13657533.000000 Penalty: 5752.672363
	Iteration 11Q: 3 clusters Score -1.365753e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -13660451.000000 Penalty: 5752.672363
	Iteration 12Q: 3 clusters Score -1.366045e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -13662873.000000 Penalty: 5752.672363
	Iteration 13Q: 3 clusters Score -1.366287e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99571 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -13664788.000000 Penalty: 5752.672363
	Iteration 14Q: 3 clusters Score -1.366479e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101596 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -13666350.000000 Penalty: 5752.672363
	Iteration 15Q: 3 clusters Score -1.366635e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103002 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -13667397.000000 Penalty: 5752.672363
	Iteration 16Q: 3 clusters Score -1.36674e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104009 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -13668112.000000 Penalty: 5752.672363
	Iteration 17Q: 3 clusters Score -1.366811e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104758 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -13668651.000000 Penalty: 5752.672363
	Iteration 18Q: 3 clusters Score -1.366865e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105306 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -13668977.000000 Penalty: 5752.672363
	Iteration 19Q: 3 clusters Score -1.366898e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105734 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -13669257.000000 Penalty: 5752.672363
	Iteration 20F: 3 clusters Score -1.366926e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106037 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -13669475.000000 Penalty: 5752.672363
	Iteration 21Q: 3 clusters Score -1.366948e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106274 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -13669633.000000 Penalty: 5752.672363
	Iteration 22Q: 3 clusters Score -1.366963e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106455 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -13669731.000000 Penalty: 5752.672363
	Iteration 23Q: 3 clusters Score -1.366973e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -13669840.000000 Penalty: 5752.672363
	Iteration 24Q: 3 clusters Score -1.366984e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106708 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -13669933.000000 Penalty: 5752.672363
	Iteration 25Q: 3 clusters Score -1.366993e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -13669996.000000 Penalty: 5752.672363
	Iteration 26Q: 3 clusters Score -1.367e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106902 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -13670047.000000 Penalty: 5752.672363
	Iteration 27Q: 3 clusters Score -1.367005e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106952 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -13670086.000000 Penalty: 5752.672363
	Iteration 28Q: 3 clusters Score -1.367009e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106990 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -13670104.000000 Penalty: 5752.672363
	Iteration 29Q: 3 clusters Score -1.36701e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107021 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -13670118.000000 Penalty: 5752.672363
	Iteration 30Q: 3 clusters Score -1.367012e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -13670129.000000 Penalty: 5752.672363
	Iteration 31Q: 3 clusters Score -1.367013e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107057 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -13670140.000000 Penalty: 5752.672363
	Iteration 32Q: 3 clusters Score -1.367014e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107078 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -13670162.000000 Penalty: 5752.672363
	Iteration 33Q: 3 clusters Score -1.367016e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -13670146.000000 Penalty: 5752.672363
	Iteration 34Q: 3 clusters Score -1.367015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107113 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -13670149.000000 Penalty: 5752.672363
	Iteration 35Q: 3 clusters Score -1.367015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107126 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -13670154.000000 Penalty: 5752.672363
	Iteration 36Q: 3 clusters Score -1.367015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107139 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -13670163.000000 Penalty: 5752.672363
	Iteration 37Q: 3 clusters Score -1.367016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107145 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -13670152.000000 Penalty: 5752.672363
	Iteration 38Q: 3 clusters Score -1.367015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107148 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -13670155.000000 Penalty: 5752.672363
	Iteration 39Q: 3 clusters Score -1.367016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -13670156.000000 Penalty: 5752.672363
	Iteration 40F: 3 clusters Score -1.367016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107158 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -13670162.000000 Penalty: 5752.672363
	Iteration 41Q: 3 clusters Score -1.367016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107160 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -13670164.000000 Penalty: 5752.672363
	Iteration 42Q: 3 clusters Score -1.367016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107162 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -13670165.000000 Penalty: 5752.672363
	Iteration 43Q: 3 clusters Score -1.367016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -13670158.000000 Penalty: 5752.672363
	Iteration 44Q: 3 clusters Score -1.367016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -13670154.000000 Penalty: 5752.672363
	Iteration 45Q: 3 clusters Score -1.367015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107166 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -13670169.000000 Penalty: 5752.672363
	Iteration 46Q: 3 clusters Score -1.367017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -13670163.000000 Penalty: 5752.672363
	Iteration 47Q: 3 clusters Score -1.367016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107169 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -13670159.000000 Penalty: 5752.672363
	Iteration 48Q: 3 clusters Score -1.367016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107171 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -13670152.000000 Penalty: 5752.672363
	Iteration 49Q: 3 clusters Score -1.367015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107171 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -13670152.000000 Penalty: 5752.672363
	Iteration 50F: 3 clusters Score -1.367015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Entering Unmasked Estep 
Score: -3740438.500000 Penalty: 2554.111084
	Iteration 0F: 2 clusters Score -3740438 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 14732 members 
Entering Unmasked Estep 
Score: -3719950.000000 Penalty: 5108.222168
	Iteration 0F: 3 clusters Score -3719950 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3727576.500000 Penalty: 5108.222168
	Iteration 1F: 3 clusters Score -3727576 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3728478.500000 Penalty: 5108.222168
	Iteration 2F: 3 clusters Score -3728478 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3729689.750000 Penalty: 5108.222168
	Iteration 3F: 3 clusters Score -3729690 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3731232.250000 Penalty: 5108.222168
	Iteration 4F: 3 clusters Score -3731232 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3732849.500000 Penalty: 5108.222168
	Iteration 5F: 3 clusters Score -3732850 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3734309.500000 Penalty: 5108.222168
	Iteration 6F: 3 clusters Score -3734310 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3735553.750000 Penalty: 5108.222168
	Iteration 7F: 3 clusters Score -3735554 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3736533.500000 Penalty: 5108.222168
	Iteration 8Q: 3 clusters Score -3736534 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3737274.750000 Penalty: 5108.222168
	Iteration 9Q: 3 clusters Score -3737275 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3737848.750000 Penalty: 5108.222168
	Iteration 10Q: 3 clusters Score -3737849 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3738291.500000 Penalty: 5108.222168
	Iteration 11Q: 3 clusters Score -3738292 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3738651.250000 Penalty: 5108.222168
	Iteration 12Q: 3 clusters Score -3738651 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3738937.750000 Penalty: 5108.222168
	Iteration 13Q: 3 clusters Score -3738938 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3739220.500000 Penalty: 5108.222168
	Iteration 14Q: 3 clusters Score -3739220 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3739461.500000 Penalty: 5108.222168
	Iteration 15Q: 3 clusters Score -3739462 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3739605.000000 Penalty: 5108.222168
	Iteration 16Q: 3 clusters Score -3739605 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3739694.500000 Penalty: 5108.222168
	Iteration 17Q: 3 clusters Score -3739694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3739751.750000 Penalty: 5108.222168
	Iteration 18Q: 3 clusters Score -3739752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3739801.000000 Penalty: 5108.222168
	Iteration 19Q: 3 clusters Score -3739801 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3739834.000000 Penalty: 5108.222168
	Iteration 20F: 3 clusters Score -3739834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3739852.000000 Penalty: 5108.222168
	Iteration 21Q: 3 clusters Score -3739852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3739857.250000 Penalty: 5108.222168
	Iteration 22Q: 3 clusters Score -3739857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3739863.500000 Penalty: 5108.222168
	Iteration 23Q: 3 clusters Score -3739864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3739871.500000 Penalty: 5108.222168
	Iteration 24Q: 3 clusters Score -3739872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3739873.250000 Penalty: 5108.222168
	Iteration 25Q: 3 clusters Score -3739873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3739872.750000 Penalty: 5108.222168
	Iteration 26Q: 3 clusters Score -3739873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3739872.250000 Penalty: 5108.222168
	Iteration 27Q: 3 clusters Score -3739872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3739875.750000 Penalty: 5108.222168
	Iteration 28Q: 3 clusters Score -3739876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3739875.750000 Penalty: 5108.222168
	Iteration 29F: 3 clusters Score -3739876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Entering Unmasked Estep 
Score: -366514.937500 Penalty: 1995.703003
	Iteration 0F: 2 clusters Score -366514.9 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 1568 members 
Entering Unmasked Estep 
Score: -363163.093750 Penalty: 3991.406006
	Iteration 0F: 3 clusters Score -363163.1 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -363849.625000 Penalty: 3991.406006
	Iteration 1F: 3 clusters Score -363849.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -364024.750000 Penalty: 3991.406006
	Iteration 2F: 3 clusters Score -364024.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -364147.187500 Penalty: 3991.406006
	Iteration 3Q: 3 clusters Score -364147.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -364261.625000 Penalty: 3991.406006
	Iteration 4Q: 3 clusters Score -364261.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -364367.000000 Penalty: 3991.406006
	Iteration 5Q: 3 clusters Score -364367 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -364452.781250 Penalty: 3991.406006
	Iteration 6Q: 3 clusters Score -364452.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -364558.468750 Penalty: 3991.406006
	Iteration 7Q: 3 clusters Score -364558.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -364681.343750 Penalty: 3991.406006
	Iteration 8Q: 3 clusters Score -364681.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -364832.312500 Penalty: 3991.406006
	Iteration 9Q: 3 clusters Score -364832.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -364993.562500 Penalty: 3991.406006
	Iteration 10Q: 3 clusters Score -364993.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -365101.468750 Penalty: 3991.406006
	Iteration 11Q: 3 clusters Score -365101.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -365178.250000 Penalty: 3991.406006
	Iteration 12Q: 3 clusters Score -365178.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -365251.781250 Penalty: 3991.406006
	Iteration 13Q: 3 clusters Score -365251.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -365347.218750 Penalty: 3991.406006
	Iteration 14Q: 3 clusters Score -365347.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -365435.437500 Penalty: 3991.406006
	Iteration 15Q: 3 clusters Score -365435.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -365525.187500 Penalty: 3991.406006
	Iteration 16Q: 3 clusters Score -365525.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -365640.500000 Penalty: 3991.406006
	Iteration 17Q: 3 clusters Score -365640.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -365921.718750 Penalty: 3991.406006
	Iteration 18Q: 3 clusters Score -365921.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -366390.000000 Penalty: 3991.406006
	Iteration 19Q: 3 clusters Score -366390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -366508.562500 Penalty: 3991.406006
	Iteration 20F: 3 clusters Score -366508.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -366527.937500 Penalty: 3991.406006
	Iteration 21Q: 3 clusters Score -366527.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -366534.281250 Penalty: 3991.406006
	Iteration 22Q: 3 clusters Score -366534.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -366538.062500 Penalty: 3991.406006
	Iteration 23Q: 3 clusters Score -366538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -366539.531250 Penalty: 3991.406006
	Iteration 24Q: 3 clusters Score -366539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -366540.500000 Penalty: 3991.406006
	Iteration 25Q: 3 clusters Score -366540.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -366540.500000 Penalty: 3991.406006
	Iteration 26F: 3 clusters Score -366540.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 13047 members 
Mstep: Class 3 contains 141063 members 
Mstep: Class 4 contains 108894 members 
Mstep: Class 5 contains 29698 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 43365 members 
Mstep: Class 9 contains 35138 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 11976 members 
Mstep: Class 12 contains 54582 members 
Mstep: Class 13 contains 11805 members 
Mstep: Class 14 contains 108045 members 
Mstep: Class 15 contains 155613 members 
Mstep: Class 16 contains 79096 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 6767 members 
Mstep: Class 19 contains 213368 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 21860 members 
Mstep: Class 22 contains 45362 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 11286 members 
Mstep: Class 25 contains 15556 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 24149 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 938 members 
Entering Unmasked Estep 
Score: -157738176.000000 Penalty: 101055.156250
Splitting cluster 6 changes total score from -157739744.000000 to -157738176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -721737.125000 Penalty: 2150.138672
	Iteration 0F: 2 clusters Score -721737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -716691.687500 Penalty: 4300.277344
	Iteration 0F: 3 clusters Score -716691.7 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -717959.375000 Penalty: 4300.277344
	Iteration 1F: 3 clusters Score -717959.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -718174.437500 Penalty: 4300.277344
	Iteration 2F: 3 clusters Score -718174.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -718315.125000 Penalty: 4300.277344
	Iteration 3Q: 3 clusters Score -718315.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -718404.125000 Penalty: 4300.277344
	Iteration 4Q: 3 clusters Score -718404.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -718464.062500 Penalty: 4300.277344
	Iteration 5Q: 3 clusters Score -718464.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -718521.687500 Penalty: 4300.277344
	Iteration 6Q: 3 clusters Score -718521.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -718576.500000 Penalty: 4300.277344
	Iteration 7Q: 3 clusters Score -718576.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -718627.812500 Penalty: 4300.277344
	Iteration 8Q: 3 clusters Score -718627.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -718674.375000 Penalty: 4300.277344
	Iteration 9Q: 3 clusters Score -718674.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -718717.687500 Penalty: 4300.277344
	Iteration 10Q: 3 clusters Score -718717.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -718762.562500 Penalty: 4300.277344
	Iteration 11Q: 3 clusters Score -718762.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -718809.750000 Penalty: 4300.277344
	Iteration 12Q: 3 clusters Score -718809.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -718866.500000 Penalty: 4300.277344
	Iteration 13Q: 3 clusters Score -718866.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -718932.375000 Penalty: 4300.277344
	Iteration 14Q: 3 clusters Score -718932.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -719002.125000 Penalty: 4300.277344
	Iteration 15Q: 3 clusters Score -719002.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -719078.937500 Penalty: 4300.277344
	Iteration 16Q: 3 clusters Score -719078.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -719140.125000 Penalty: 4300.277344
	Iteration 17Q: 3 clusters Score -719140.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -719202.687500 Penalty: 4300.277344
	Iteration 18Q: 3 clusters Score -719202.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -719265.125000 Penalty: 4300.277344
	Iteration 19Q: 3 clusters Score -719265.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -719336.937500 Penalty: 4300.277344
	Iteration 20F: 3 clusters Score -719336.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -719388.500000 Penalty: 4300.277344
	Iteration 21Q: 3 clusters Score -719388.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -719426.375000 Penalty: 4300.277344
	Iteration 22Q: 3 clusters Score -719426.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -719467.187500 Penalty: 4300.277344
	Iteration 23Q: 3 clusters Score -719467.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -719498.625000 Penalty: 4300.277344
	Iteration 24Q: 3 clusters Score -719498.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -719520.375000 Penalty: 4300.277344
	Iteration 25Q: 3 clusters Score -719520.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -719542.000000 Penalty: 4300.277344
	Iteration 26Q: 3 clusters Score -719542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -719571.937500 Penalty: 4300.277344
	Iteration 27Q: 3 clusters Score -719571.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -719603.312500 Penalty: 4300.277344
	Iteration 28Q: 3 clusters Score -719603.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -719627.750000 Penalty: 4300.277344
	Iteration 29Q: 3 clusters Score -719627.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -719649.187500 Penalty: 4300.277344
	Iteration 30Q: 3 clusters Score -719649.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -719671.437500 Penalty: 4300.277344
	Iteration 31Q: 3 clusters Score -719671.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -719699.750000 Penalty: 4300.277344
	Iteration 32Q: 3 clusters Score -719699.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -719721.250000 Penalty: 4300.277344
	Iteration 33Q: 3 clusters Score -719721.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -719746.375000 Penalty: 4300.277344
	Iteration 34Q: 3 clusters Score -719746.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -719770.000000 Penalty: 4300.277344
	Iteration 35Q: 3 clusters Score -719770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -719792.062500 Penalty: 4300.277344
	Iteration 36Q: 3 clusters Score -719792.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -719816.062500 Penalty: 4300.277344
	Iteration 37Q: 3 clusters Score -719816.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -719839.750000 Penalty: 4300.277344
	Iteration 38Q: 3 clusters Score -719839.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -719860.500000 Penalty: 4300.277344
	Iteration 39Q: 3 clusters Score -719860.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -719879.687500 Penalty: 4300.277344
	Iteration 40F: 3 clusters Score -719879.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -719893.250000 Penalty: 4300.277344
	Iteration 41Q: 3 clusters Score -719893.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -719901.937500 Penalty: 4300.277344
	Iteration 42Q: 3 clusters Score -719901.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -719906.125000 Penalty: 4300.277344
	Iteration 43Q: 3 clusters Score -719906.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -719907.937500 Penalty: 4300.277344
	Iteration 44Q: 3 clusters Score -719907.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -719914.562500 Penalty: 4300.277344
	Iteration 45Q: 3 clusters Score -719914.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -719925.125000 Penalty: 4300.277344
	Iteration 46Q: 3 clusters Score -719925.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -719930.875000 Penalty: 4300.277344
	Iteration 47Q: 3 clusters Score -719930.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -719932.687500 Penalty: 4300.277344
	Iteration 48Q: 3 clusters Score -719932.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -719935.812500 Penalty: 4300.277344
	Iteration 49Q: 3 clusters Score -719935.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -719941.687500 Penalty: 4300.277344
	Iteration 50Q: 3 clusters Score -719941.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -719951.625000 Penalty: 4300.277344
	Iteration 51Q: 3 clusters Score -719951.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -719958.562500 Penalty: 4300.277344
	Iteration 52Q: 3 clusters Score -719958.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -719966.750000 Penalty: 4300.277344
	Iteration 53Q: 3 clusters Score -719966.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -719973.187500 Penalty: 4300.277344
	Iteration 54Q: 3 clusters Score -719973.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -719980.187500 Penalty: 4300.277344
	Iteration 55Q: 3 clusters Score -719980.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -719985.187500 Penalty: 4300.277344
	Iteration 56Q: 3 clusters Score -719985.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -719988.000000 Penalty: 4300.277344
	Iteration 57Q: 3 clusters Score -719988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -719989.125000 Penalty: 4300.277344
	Iteration 58Q: 3 clusters Score -719989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -719989.875000 Penalty: 4300.277344
	Iteration 59Q: 3 clusters Score -719989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -719990.062500 Penalty: 4300.277344
	Iteration 60F: 3 clusters Score -719990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Entering Unmasked Estep 
Score: -5475157.500000 Penalty: 2647.997314
	Iteration 0F: 2 clusters Score -5475158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -5445901.500000 Penalty: 5295.994629
	Iteration 0F: 3 clusters Score -5445902 nChanged 19887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -5456821.000000 Penalty: 5295.994629
	Iteration 1F: 3 clusters Score -5456821 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -5457452.500000 Penalty: 5295.994629
	Iteration 2Q: 3 clusters Score -5457452 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -5458281.000000 Penalty: 5295.994629
	Iteration 3Q: 3 clusters Score -5458281 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -5459383.000000 Penalty: 5295.994629
	Iteration 4Q: 3 clusters Score -5459383 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -5460809.500000 Penalty: 5295.994629
	Iteration 5F: 3 clusters Score -5460810 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -5462550.000000 Penalty: 5295.994629
	Iteration 6F: 3 clusters Score -5462550 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -5464721.000000 Penalty: 5295.994629
	Iteration 7F: 3 clusters Score -5464721 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5466932.000000 Penalty: 5295.994629
	Iteration 8F: 3 clusters Score -5466932 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -5468650.000000 Penalty: 5295.994629
	Iteration 9F: 3 clusters Score -5468650 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -5469652.500000 Penalty: 5295.994629
	Iteration 10Q: 3 clusters Score -5469652 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -5470097.500000 Penalty: 5295.994629
	Iteration 11Q: 3 clusters Score -5470098 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -5470255.500000 Penalty: 5295.994629
	Iteration 12Q: 3 clusters Score -5470256 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -5470319.000000 Penalty: 5295.994629
	Iteration 13Q: 3 clusters Score -5470319 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -5470382.000000 Penalty: 5295.994629
	Iteration 14Q: 3 clusters Score -5470382 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -5470378.500000 Penalty: 5295.994629
	Iteration 15Q: 3 clusters Score -5470378 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -5470395.000000 Penalty: 5295.994629
	Iteration 16Q: 3 clusters Score -5470395 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -5470397.500000 Penalty: 5295.994629
	Iteration 17Q: 3 clusters Score -5470398 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -5470413.000000 Penalty: 5295.994629
	Iteration 18Q: 3 clusters Score -5470413 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -5470424.000000 Penalty: 5295.994629
	Iteration 19Q: 3 clusters Score -5470424 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -5470450.500000 Penalty: 5295.994629
	Iteration 20F: 3 clusters Score -5470450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -5470450.000000 Penalty: 5295.994629
	Iteration 21Q: 3 clusters Score -5470450 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -5470460.000000 Penalty: 5295.994629
	Iteration 22Q: 3 clusters Score -5470460 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -5470459.500000 Penalty: 5295.994629
	Iteration 23Q: 3 clusters Score -5470460 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -5470483.000000 Penalty: 5295.994629
	Iteration 24Q: 3 clusters Score -5470483 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -5470492.500000 Penalty: 5295.994629
	Iteration 25Q: 3 clusters Score -5470492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -5470503.500000 Penalty: 5295.994629
	Iteration 26Q: 3 clusters Score -5470504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -5470486.000000 Penalty: 5295.994629
	Iteration 27Q: 3 clusters Score -5470486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -5470500.000000 Penalty: 5295.994629
	Iteration 28Q: 3 clusters Score -5470500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -5470504.000000 Penalty: 5295.994629
	Iteration 29Q: 3 clusters Score -5470504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -5470516.000000 Penalty: 5295.994629
	Iteration 30Q: 3 clusters Score -5470516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -5470523.000000 Penalty: 5295.994629
	Iteration 31Q: 3 clusters Score -5470523 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -5470525.000000 Penalty: 5295.994629
	Iteration 32Q: 3 clusters Score -5470525 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -5470528.000000 Penalty: 5295.994629
	Iteration 33Q: 3 clusters Score -5470528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -5470520.500000 Penalty: 5295.994629
	Iteration 34Q: 3 clusters Score -5470520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -5470525.500000 Penalty: 5295.994629
	Iteration 35Q: 3 clusters Score -5470526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -5470533.500000 Penalty: 5295.994629
	Iteration 36Q: 3 clusters Score -5470534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -5470552.000000 Penalty: 5295.994629
	Iteration 37Q: 3 clusters Score -5470552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -5470538.500000 Penalty: 5295.994629
	Iteration 38Q: 3 clusters Score -5470538 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -5470533.000000 Penalty: 5295.994629
	Iteration 39Q: 3 clusters Score -5470533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -5470551.500000 Penalty: 5295.994629
	Iteration 40F: 3 clusters Score -5470552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -5470568.500000 Penalty: 5295.994629
	Iteration 41Q: 3 clusters Score -5470568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -5470580.500000 Penalty: 5295.994629
	Iteration 42Q: 3 clusters Score -5470580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -5470590.500000 Penalty: 5295.994629
	Iteration 43Q: 3 clusters Score -5470590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -5470597.000000 Penalty: 5295.994629
	Iteration 44Q: 3 clusters Score -5470597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -5470598.500000 Penalty: 5295.994629
	Iteration 45Q: 3 clusters Score -5470598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -5470603.000000 Penalty: 5295.994629
	Iteration 46Q: 3 clusters Score -5470603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -5470620.000000 Penalty: 5295.994629
	Iteration 47Q: 3 clusters Score -5470620 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -5470603.500000 Penalty: 5295.994629
	Iteration 48Q: 3 clusters Score -5470604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -5470624.500000 Penalty: 5295.994629
	Iteration 49Q: 3 clusters Score -5470624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -5470620.000000 Penalty: 5295.994629
	Iteration 50Q: 3 clusters Score -5470620 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -5470633.500000 Penalty: 5295.994629
	Iteration 51Q: 3 clusters Score -5470634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -5470630.000000 Penalty: 5295.994629
	Iteration 52Q: 3 clusters Score -5470630 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -5470636.000000 Penalty: 5295.994629
	Iteration 53Q: 3 clusters Score -5470636 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -5470645.500000 Penalty: 5295.994629
	Iteration 54Q: 3 clusters Score -5470646 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -5470667.000000 Penalty: 5295.994629
	Iteration 55Q: 3 clusters Score -5470667 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -5470683.000000 Penalty: 5295.994629
	Iteration 56Q: 3 clusters Score -5470683 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -5470689.500000 Penalty: 5295.994629
	Iteration 57Q: 3 clusters Score -5470690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -5470702.000000 Penalty: 5295.994629
	Iteration 58Q: 3 clusters Score -5470702 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -5470713.500000 Penalty: 5295.994629
	Iteration 59Q: 3 clusters Score -5470714 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -5470730.000000 Penalty: 5295.994629
	Iteration 60F: 3 clusters Score -5470730 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -5470757.500000 Penalty: 5295.994629
	Iteration 61Q: 3 clusters Score -5470758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -5470775.500000 Penalty: 5295.994629
	Iteration 62Q: 3 clusters Score -5470776 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -5470787.500000 Penalty: 5295.994629
	Iteration 63Q: 3 clusters Score -5470788 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -5470809.500000 Penalty: 5295.994629
	Iteration 64Q: 3 clusters Score -5470810 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -5470808.500000 Penalty: 5295.994629
	Iteration 65Q: 3 clusters Score -5470808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -5470831.500000 Penalty: 5295.994629
	Iteration 66Q: 3 clusters Score -5470832 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -5470841.000000 Penalty: 5295.994629
	Iteration 67Q: 3 clusters Score -5470841 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -5470859.500000 Penalty: 5295.994629
	Iteration 68Q: 3 clusters Score -5470860 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -5470880.500000 Penalty: 5295.994629
	Iteration 69Q: 3 clusters Score -5470880 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -5470909.000000 Penalty: 5295.994629
	Iteration 70Q: 3 clusters Score -5470909 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -5470933.000000 Penalty: 5295.994629
	Iteration 71Q: 3 clusters Score -5470933 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -5470972.500000 Penalty: 5295.994629
	Iteration 72Q: 3 clusters Score -5470972 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -5471029.500000 Penalty: 5295.994629
	Iteration 73Q: 3 clusters Score -5471030 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -5471055.000000 Penalty: 5295.994629
	Iteration 74Q: 3 clusters Score -5471055 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -5471118.000000 Penalty: 5295.994629
	Iteration 75Q: 3 clusters Score -5471118 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -5471194.000000 Penalty: 5295.994629
	Iteration 76Q: 3 clusters Score -5471194 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -5471265.000000 Penalty: 5295.994629
	Iteration 77Q: 3 clusters Score -5471265 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -5471375.000000 Penalty: 5295.994629
	Iteration 78Q: 3 clusters Score -5471375 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -5471511.000000 Penalty: 5295.994629
	Iteration 79Q: 3 clusters Score -5471511 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -5471818.000000 Penalty: 5295.994629
	Iteration 80F: 3 clusters Score -5471818 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -5472433.000000 Penalty: 5295.994629
	Iteration 81Q: 3 clusters Score -5472433 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -5473696.000000 Penalty: 5295.994629
	Iteration 82Q: 3 clusters Score -5473696 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -5473941.500000 Penalty: 5295.994629
	Iteration 83Q: 3 clusters Score -5473942 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -5474029.000000 Penalty: 5295.994629
	Iteration 84Q: 3 clusters Score -5474029 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -5474059.000000 Penalty: 5295.994629
	Iteration 85Q: 3 clusters Score -5474059 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -5474082.000000 Penalty: 5295.994629
	Iteration 86Q: 3 clusters Score -5474082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -5474095.000000 Penalty: 5295.994629
	Iteration 87Q: 3 clusters Score -5474095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -5474102.000000 Penalty: 5295.994629
	Iteration 88Q: 3 clusters Score -5474102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -5474117.000000 Penalty: 5295.994629
	Iteration 89Q: 3 clusters Score -5474117 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -5474130.000000 Penalty: 5295.994629
	Iteration 90Q: 3 clusters Score -5474130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -5474129.000000 Penalty: 5295.994629
	Iteration 91Q: 3 clusters Score -5474129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5474128.000000 Penalty: 5295.994629
	Iteration 92Q: 3 clusters Score -5474128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -5474138.000000 Penalty: 5295.994629
	Iteration 93Q: 3 clusters Score -5474138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -5474135.000000 Penalty: 5295.994629
	Iteration 94Q: 3 clusters Score -5474135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -5474141.500000 Penalty: 5295.994629
	Iteration 95Q: 3 clusters Score -5474142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -5474140.500000 Penalty: 5295.994629
	Iteration 96Q: 3 clusters Score -5474140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -5474134.500000 Penalty: 5295.994629
	Iteration 97Q: 3 clusters Score -5474134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5474140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -5474140.500000 Penalty: 5295.994629
	Iteration 99F: 3 clusters Score -5474140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35138 members 
Entering Unmasked Estep 
Score: -4558460.500000 Penalty: 2595.825439
	Iteration 0F: 2 clusters Score -4558460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -4534591.500000 Penalty: 5191.650879
	Iteration 0F: 3 clusters Score -4534592 nChanged 15934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4543282.000000 Penalty: 5191.650879
	Iteration 1F: 3 clusters Score -4543282 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -4543687.000000 Penalty: 5191.650879
	Iteration 2Q: 3 clusters Score -4543687 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -4544019.000000 Penalty: 5191.650879
	Iteration 3Q: 3 clusters Score -4544019 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4544325.500000 Penalty: 5191.650879
	Iteration 4Q: 3 clusters Score -4544326 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4544576.000000 Penalty: 5191.650879
	Iteration 5Q: 3 clusters Score -4544576 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -4544830.000000 Penalty: 5191.650879
	Iteration 6Q: 3 clusters Score -4544830 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -4545093.500000 Penalty: 5191.650879
	Iteration 7Q: 3 clusters Score -4545094 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -4545374.500000 Penalty: 5191.650879
	Iteration 8Q: 3 clusters Score -4545374 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4545723.500000 Penalty: 5191.650879
	Iteration 9Q: 3 clusters Score -4545724 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -4546131.500000 Penalty: 5191.650879
	Iteration 10Q: 3 clusters Score -4546132 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4546662.500000 Penalty: 5191.650879
	Iteration 11Q: 3 clusters Score -4546662 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -4547251.000000 Penalty: 5191.650879
	Iteration 12Q: 3 clusters Score -4547251 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -4548021.000000 Penalty: 5191.650879
	Iteration 13Q: 3 clusters Score -4548021 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -4548914.500000 Penalty: 5191.650879
	Iteration 14Q: 3 clusters Score -4548914 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -4549988.500000 Penalty: 5191.650879
	Iteration 15Q: 3 clusters Score -4549988 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -4551317.500000 Penalty: 5191.650879
	Iteration 16Q: 3 clusters Score -4551318 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -4552599.500000 Penalty: 5191.650879
	Iteration 17Q: 3 clusters Score -4552600 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -4553664.000000 Penalty: 5191.650879
	Iteration 18Q: 3 clusters Score -4553664 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -4554165.500000 Penalty: 5191.650879
	Iteration 19Q: 3 clusters Score -4554166 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -4554427.500000 Penalty: 5191.650879
	Iteration 20F: 3 clusters Score -4554428 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -4554603.500000 Penalty: 5191.650879
	Iteration 21Q: 3 clusters Score -4554604 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -4554738.000000 Penalty: 5191.650879
	Iteration 22Q: 3 clusters Score -4554738 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4554857.000000 Penalty: 5191.650879
	Iteration 23Q: 3 clusters Score -4554857 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -4554972.500000 Penalty: 5191.650879
	Iteration 24Q: 3 clusters Score -4554972 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -4555047.500000 Penalty: 5191.650879
	Iteration 25Q: 3 clusters Score -4555048 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -4555125.000000 Penalty: 5191.650879
	Iteration 26Q: 3 clusters Score -4555125 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -4555191.500000 Penalty: 5191.650879
	Iteration 27Q: 3 clusters Score -4555192 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4555260.000000 Penalty: 5191.650879
	Iteration 28Q: 3 clusters Score -4555260 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4555313.000000 Penalty: 5191.650879
	Iteration 29Q: 3 clusters Score -4555313 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -4555357.000000 Penalty: 5191.650879
	Iteration 30Q: 3 clusters Score -4555357 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -4555416.500000 Penalty: 5191.650879
	Iteration 31Q: 3 clusters Score -4555416 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4555477.000000 Penalty: 5191.650879
	Iteration 32Q: 3 clusters Score -4555477 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -4555517.000000 Penalty: 5191.650879
	Iteration 33Q: 3 clusters Score -4555517 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -4555573.500000 Penalty: 5191.650879
	Iteration 34Q: 3 clusters Score -4555574 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -4555611.500000 Penalty: 5191.650879
	Iteration 35Q: 3 clusters Score -4555612 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -4555665.500000 Penalty: 5191.650879
	Iteration 36Q: 3 clusters Score -4555666 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4555721.500000 Penalty: 5191.650879
	Iteration 37Q: 3 clusters Score -4555722 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4555787.000000 Penalty: 5191.650879
	Iteration 38Q: 3 clusters Score -4555787 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4555838.000000 Penalty: 5191.650879
	Iteration 39Q: 3 clusters Score -4555838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4555878.500000 Penalty: 5191.650879
	Iteration 40F: 3 clusters Score -4555878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4555903.500000 Penalty: 5191.650879
	Iteration 41Q: 3 clusters Score -4555904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -4555934.500000 Penalty: 5191.650879
	Iteration 42Q: 3 clusters Score -4555934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -4555951.000000 Penalty: 5191.650879
	Iteration 43Q: 3 clusters Score -4555951 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4555966.500000 Penalty: 5191.650879
	Iteration 44Q: 3 clusters Score -4555966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4555984.500000 Penalty: 5191.650879
	Iteration 45Q: 3 clusters Score -4555984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4556004.500000 Penalty: 5191.650879
	Iteration 46Q: 3 clusters Score -4556004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -4556015.500000 Penalty: 5191.650879
	Iteration 47Q: 3 clusters Score -4556016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -4556026.500000 Penalty: 5191.650879
	Iteration 48Q: 3 clusters Score -4556026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -4556036.000000 Penalty: 5191.650879
	Iteration 49Q: 3 clusters Score -4556036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -4556042.500000 Penalty: 5191.650879
	Iteration 50Q: 3 clusters Score -4556042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -4556048.500000 Penalty: 5191.650879
	Iteration 51Q: 3 clusters Score -4556048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -4556065.000000 Penalty: 5191.650879
	Iteration 52Q: 3 clusters Score -4556065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4556066.500000 Penalty: 5191.650879
	Iteration 53Q: 3 clusters Score -4556066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -4556079.000000 Penalty: 5191.650879
	Iteration 54Q: 3 clusters Score -4556079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -4556092.000000 Penalty: 5191.650879
	Iteration 55Q: 3 clusters Score -4556092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -4556103.500000 Penalty: 5191.650879
	Iteration 56Q: 3 clusters Score -4556104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4556104.500000 Penalty: 5191.650879
	Iteration 57Q: 3 clusters Score -4556104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4556108.500000 Penalty: 5191.650879
	Iteration 58Q: 3 clusters Score -4556108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -4556113.000000 Penalty: 5191.650879
	Iteration 59Q: 3 clusters Score -4556113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4556122.000000 Penalty: 5191.650879
	Iteration 60F: 3 clusters Score -4556122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4556120.000000 Penalty: 5191.650879
	Iteration 61Q: 3 clusters Score -4556120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4556127.000000 Penalty: 5191.650879
	Iteration 62Q: 3 clusters Score -4556127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4556131.500000 Penalty: 5191.650879
	Iteration 63Q: 3 clusters Score -4556132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -4556130.500000 Penalty: 5191.650879
	Iteration 64Q: 3 clusters Score -4556130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -4556131.500000 Penalty: 5191.650879
	Iteration 65Q: 3 clusters Score -4556132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4556132.500000 Penalty: 5191.650879
	Iteration 66Q: 3 clusters Score -4556132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -4556139.500000 Penalty: 5191.650879
	Iteration 67Q: 3 clusters Score -4556140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4556140.000000 Penalty: 5191.650879
	Iteration 68Q: 3 clusters Score -4556140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4556143.500000 Penalty: 5191.650879
	Iteration 69Q: 3 clusters Score -4556144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -4556142.000000 Penalty: 5191.650879
	Iteration 70Q: 3 clusters Score -4556142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4556149.500000 Penalty: 5191.650879
	Iteration 71Q: 3 clusters Score -4556150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4556152.500000 Penalty: 5191.650879
	Iteration 72Q: 3 clusters Score -4556152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4556151.500000 Penalty: 5191.650879
	Iteration 73Q: 3 clusters Score -4556152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4556155.000000 Penalty: 5191.650879
	Iteration 74Q: 3 clusters Score -4556155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -4556150.000000 Penalty: 5191.650879
	Iteration 75Q: 3 clusters Score -4556150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -4556150.000000 Penalty: 5191.650879
	Iteration 76Q: 3 clusters Score -4556150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4556144.000000 Penalty: 5191.650879
	Iteration 77Q: 3 clusters Score -4556144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -4556143.000000 Penalty: 5191.650879
	Iteration 78Q: 3 clusters Score -4556143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -4556147.500000 Penalty: 5191.650879
	Iteration 79Q: 3 clusters Score -4556148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -4556154.000000 Penalty: 5191.650879
	Iteration 80F: 3 clusters Score -4556154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Entering Unmasked Estep 
Score: -697455.125000 Penalty: 2136.351318
	Iteration 0F: 2 clusters Score -697455.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -692574.562500 Penalty: 4272.702637
	Iteration 0F: 3 clusters Score -692574.6 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -693803.562500 Penalty: 4272.702637
	Iteration 1F: 3 clusters Score -693803.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -694004.375000 Penalty: 4272.702637
	Iteration 2F: 3 clusters Score -694004.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -694120.500000 Penalty: 4272.702637
	Iteration 3Q: 3 clusters Score -694120.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -694199.812500 Penalty: 4272.702637
	Iteration 4Q: 3 clusters Score -694199.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -694261.187500 Penalty: 4272.702637
	Iteration 5Q: 3 clusters Score -694261.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -694318.500000 Penalty: 4272.702637
	Iteration 6Q: 3 clusters Score -694318.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -694367.750000 Penalty: 4272.702637
	Iteration 7Q: 3 clusters Score -694367.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -694415.875000 Penalty: 4272.702637
	Iteration 8Q: 3 clusters Score -694415.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -694458.750000 Penalty: 4272.702637
	Iteration 9Q: 3 clusters Score -694458.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -694497.250000 Penalty: 4272.702637
	Iteration 10Q: 3 clusters Score -694497.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -694529.125000 Penalty: 4272.702637
	Iteration 11Q: 3 clusters Score -694529.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -694564.500000 Penalty: 4272.702637
	Iteration 12Q: 3 clusters Score -694564.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -694589.375000 Penalty: 4272.702637
	Iteration 13Q: 3 clusters Score -694589.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -694621.062500 Penalty: 4272.702637
	Iteration 14Q: 3 clusters Score -694621.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -694657.812500 Penalty: 4272.702637
	Iteration 15Q: 3 clusters Score -694657.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -694697.125000 Penalty: 4272.702637
	Iteration 16Q: 3 clusters Score -694697.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -694723.562500 Penalty: 4272.702637
	Iteration 17Q: 3 clusters Score -694723.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -694746.062500 Penalty: 4272.702637
	Iteration 18Q: 3 clusters Score -694746.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -694776.000000 Penalty: 4272.702637
	Iteration 19Q: 3 clusters Score -694776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -694815.500000 Penalty: 4272.702637
	Iteration 20F: 3 clusters Score -694815.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -694857.937500 Penalty: 4272.702637
	Iteration 21Q: 3 clusters Score -694857.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -694904.812500 Penalty: 4272.702637
	Iteration 22Q: 3 clusters Score -694904.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -694955.625000 Penalty: 4272.702637
	Iteration 23Q: 3 clusters Score -694955.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -695008.375000 Penalty: 4272.702637
	Iteration 24Q: 3 clusters Score -695008.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -695059.187500 Penalty: 4272.702637
	Iteration 25Q: 3 clusters Score -695059.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -695120.625000 Penalty: 4272.702637
	Iteration 26Q: 3 clusters Score -695120.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -695177.500000 Penalty: 4272.702637
	Iteration 27Q: 3 clusters Score -695177.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -695239.500000 Penalty: 4272.702637
	Iteration 28Q: 3 clusters Score -695239.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -695293.187500 Penalty: 4272.702637
	Iteration 29Q: 3 clusters Score -695293.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -695327.187500 Penalty: 4272.702637
	Iteration 30Q: 3 clusters Score -695327.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -695358.250000 Penalty: 4272.702637
	Iteration 31Q: 3 clusters Score -695358.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -695382.375000 Penalty: 4272.702637
	Iteration 32Q: 3 clusters Score -695382.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -695402.125000 Penalty: 4272.702637
	Iteration 33Q: 3 clusters Score -695402.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -695416.562500 Penalty: 4272.702637
	Iteration 34Q: 3 clusters Score -695416.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -695432.812500 Penalty: 4272.702637
	Iteration 35Q: 3 clusters Score -695432.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -695445.312500 Penalty: 4272.702637
	Iteration 36Q: 3 clusters Score -695445.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -695455.250000 Penalty: 4272.702637
	Iteration 37Q: 3 clusters Score -695455.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -695459.937500 Penalty: 4272.702637
	Iteration 38Q: 3 clusters Score -695459.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -695470.000000 Penalty: 4272.702637
	Iteration 39Q: 3 clusters Score -695470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -695473.812500 Penalty: 4272.702637
	Iteration 40F: 3 clusters Score -695473.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -695476.687500 Penalty: 4272.702637
	Iteration 41Q: 3 clusters Score -695476.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -695484.000000 Penalty: 4272.702637
	Iteration 42Q: 3 clusters Score -695484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -695491.812500 Penalty: 4272.702637
	Iteration 43Q: 3 clusters Score -695491.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -695497.187500 Penalty: 4272.702637
	Iteration 44Q: 3 clusters Score -695497.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -695502.750000 Penalty: 4272.702637
	Iteration 45Q: 3 clusters Score -695502.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -695506.312500 Penalty: 4272.702637
	Iteration 46Q: 3 clusters Score -695506.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -695512.062500 Penalty: 4272.702637
	Iteration 47Q: 3 clusters Score -695512.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -695516.937500 Penalty: 4272.702637
	Iteration 48Q: 3 clusters Score -695516.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -695521.812500 Penalty: 4272.702637
	Iteration 49Q: 3 clusters Score -695521.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -695527.812500 Penalty: 4272.702637
	Iteration 50Q: 3 clusters Score -695527.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -695533.750000 Penalty: 4272.702637
	Iteration 51Q: 3 clusters Score -695533.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -695539.062500 Penalty: 4272.702637
	Iteration 52Q: 3 clusters Score -695539.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -695544.312500 Penalty: 4272.702637
	Iteration 53Q: 3 clusters Score -695544.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -695548.500000 Penalty: 4272.702637
	Iteration 54Q: 3 clusters Score -695548.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -695551.875000 Penalty: 4272.702637
	Iteration 55Q: 3 clusters Score -695551.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -695556.687500 Penalty: 4272.702637
	Iteration 56Q: 3 clusters Score -695556.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -695558.750000 Penalty: 4272.702637
	Iteration 57Q: 3 clusters Score -695558.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -695563.625000 Penalty: 4272.702637
	Iteration 58Q: 3 clusters Score -695563.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -695565.500000 Penalty: 4272.702637
	Iteration 59Q: 3 clusters Score -695565.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -695568.562500 Penalty: 4272.702637
	Iteration 60F: 3 clusters Score -695568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -695569.062500 Penalty: 4272.702637
	Iteration 61Q: 3 clusters Score -695569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -695569.187500 Penalty: 4272.702637
	Iteration 62Q: 3 clusters Score -695569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -695569.875000 Penalty: 4272.702637
	Iteration 63Q: 3 clusters Score -695569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -695569.312500 Penalty: 4272.702637
	Iteration 64Q: 3 clusters Score -695569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -695569.625000 Penalty: 4272.702637
	Iteration 65Q: 3 clusters Score -695569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -695571.937500 Penalty: 4272.702637
	Iteration 66Q: 3 clusters Score -695571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -695571.750000 Penalty: 4272.702637
	Iteration 67Q: 3 clusters Score -695571.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -695574.062500 Penalty: 4272.702637
	Iteration 68Q: 3 clusters Score -695574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -695573.687500 Penalty: 4272.702637
	Iteration 69Q: 3 clusters Score -695573.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -695576.500000 Penalty: 4272.702637
	Iteration 70Q: 3 clusters Score -695576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -695577.375000 Penalty: 4272.702637
	Iteration 71Q: 3 clusters Score -695577.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -695576.437500 Penalty: 4272.702637
	Iteration 72Q: 3 clusters Score -695576.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -695578.125000 Penalty: 4272.702637
	Iteration 73Q: 3 clusters Score -695578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -695579.062500 Penalty: 4272.702637
	Iteration 74Q: 3 clusters Score -695579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -695580.312500 Penalty: 4272.702637
	Iteration 75Q: 3 clusters Score -695580.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -695580.312500 Penalty: 4272.702637
	Iteration 76F: 3 clusters Score -695580.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Entering Unmasked Estep 
Score: -1576179.125000 Penalty: 2328.883789
	Iteration 0F: 2 clusters Score -1576179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1567218.875000 Penalty: 4657.767578
	Iteration 0F: 3 clusters Score -1567219 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1569805.750000 Penalty: 4657.767578
	Iteration 1F: 3 clusters Score -1569806 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1570065.500000 Penalty: 4657.767578
	Iteration 2F: 3 clusters Score -1570066 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1570286.875000 Penalty: 4657.767578
	Iteration 3Q: 3 clusters Score -1570287 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1570486.625000 Penalty: 4657.767578
	Iteration 4Q: 3 clusters Score -1570487 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1570653.750000 Penalty: 4657.767578
	Iteration 5Q: 3 clusters Score -1570654 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1570799.250000 Penalty: 4657.767578
	Iteration 6Q: 3 clusters Score -1570799 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1570922.625000 Penalty: 4657.767578
	Iteration 7Q: 3 clusters Score -1570923 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1571049.750000 Penalty: 4657.767578
	Iteration 8Q: 3 clusters Score -1571050 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1571180.250000 Penalty: 4657.767578
	Iteration 9Q: 3 clusters Score -1571180 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1571360.250000 Penalty: 4657.767578
	Iteration 10Q: 3 clusters Score -1571360 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1571576.875000 Penalty: 4657.767578
	Iteration 11Q: 3 clusters Score -1571577 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1571789.250000 Penalty: 4657.767578
	Iteration 12Q: 3 clusters Score -1571789 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1571986.625000 Penalty: 4657.767578
	Iteration 13Q: 3 clusters Score -1571987 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1572181.250000 Penalty: 4657.767578
	Iteration 14Q: 3 clusters Score -1572181 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1572381.625000 Penalty: 4657.767578
	Iteration 15Q: 3 clusters Score -1572382 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1572571.375000 Penalty: 4657.767578
	Iteration 16Q: 3 clusters Score -1572571 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1572745.875000 Penalty: 4657.767578
	Iteration 17Q: 3 clusters Score -1572746 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1572892.375000 Penalty: 4657.767578
	Iteration 18Q: 3 clusters Score -1572892 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1572990.500000 Penalty: 4657.767578
	Iteration 19Q: 3 clusters Score -1572990 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1573056.500000 Penalty: 4657.767578
	Iteration 20F: 3 clusters Score -1573056 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1573104.625000 Penalty: 4657.767578
	Iteration 21Q: 3 clusters Score -1573105 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1573134.750000 Penalty: 4657.767578
	Iteration 22Q: 3 clusters Score -1573135 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1573157.750000 Penalty: 4657.767578
	Iteration 23Q: 3 clusters Score -1573158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1573173.875000 Penalty: 4657.767578
	Iteration 24Q: 3 clusters Score -1573174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1573188.250000 Penalty: 4657.767578
	Iteration 25Q: 3 clusters Score -1573188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1573200.500000 Penalty: 4657.767578
	Iteration 26Q: 3 clusters Score -1573200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1573223.250000 Penalty: 4657.767578
	Iteration 27Q: 3 clusters Score -1573223 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1573236.625000 Penalty: 4657.767578
	Iteration 28Q: 3 clusters Score -1573237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1573249.000000 Penalty: 4657.767578
	Iteration 29Q: 3 clusters Score -1573249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1573258.625000 Penalty: 4657.767578
	Iteration 30Q: 3 clusters Score -1573259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1573268.875000 Penalty: 4657.767578
	Iteration 31Q: 3 clusters Score -1573269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1573268.250000 Penalty: 4657.767578
	Iteration 32Q: 3 clusters Score -1573268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1573273.000000 Penalty: 4657.767578
	Iteration 33Q: 3 clusters Score -1573273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1573273.250000 Penalty: 4657.767578
	Iteration 34Q: 3 clusters Score -1573273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1573280.500000 Penalty: 4657.767578
	Iteration 35Q: 3 clusters Score -1573280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1573284.750000 Penalty: 4657.767578
	Iteration 36Q: 3 clusters Score -1573285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1573295.250000 Penalty: 4657.767578
	Iteration 37Q: 3 clusters Score -1573295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1573295.500000 Penalty: 4657.767578
	Iteration 38Q: 3 clusters Score -1573296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1573298.375000 Penalty: 4657.767578
	Iteration 39Q: 3 clusters Score -1573298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1573301.250000 Penalty: 4657.767578
	Iteration 40F: 3 clusters Score -1573301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1573309.125000 Penalty: 4657.767578
	Iteration 41Q: 3 clusters Score -1573309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1573306.000000 Penalty: 4657.767578
	Iteration 42Q: 3 clusters Score -1573306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1573305.625000 Penalty: 4657.767578
	Iteration 43Q: 3 clusters Score -1573306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1573309.375000 Penalty: 4657.767578
	Iteration 44Q: 3 clusters Score -1573309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1573306.125000 Penalty: 4657.767578
	Iteration 45Q: 3 clusters Score -1573306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1573306.750000 Penalty: 4657.767578
	Iteration 46Q: 3 clusters Score -1573307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1573306.125000 Penalty: 4657.767578
	Iteration 47Q: 3 clusters Score -1573306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1573308.125000 Penalty: 4657.767578
	Iteration 48Q: 3 clusters Score -1573308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1573309.000000 Penalty: 4657.767578
	Iteration 49Q: 3 clusters Score -1573309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1573312.500000 Penalty: 4657.767578
	Iteration 50Q: 3 clusters Score -1573312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1573311.125000 Penalty: 4657.767578
	Iteration 51Q: 3 clusters Score -1573311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1573317.000000 Penalty: 4657.767578
	Iteration 52Q: 3 clusters Score -1573317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1573315.625000 Penalty: 4657.767578
	Iteration 53Q: 3 clusters Score -1573316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1573316.250000 Penalty: 4657.767578
	Iteration 54Q: 3 clusters Score -1573316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1573316.250000 Penalty: 4657.767578
	Iteration 55Q: 3 clusters Score -1573316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1573315.750000 Penalty: 4657.767578
	Iteration 56Q: 3 clusters Score -1573316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1573318.750000 Penalty: 4657.767578
	Iteration 57Q: 3 clusters Score -1573319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1573320.250000 Penalty: 4657.767578
	Iteration 58Q: 3 clusters Score -1573320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1573319.375000 Penalty: 4657.767578
	Iteration 59Q: 3 clusters Score -1573319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1573318.250000 Penalty: 4657.767578
	Iteration 60F: 3 clusters Score -1573318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1573318.250000 Penalty: 4657.767578
	Iteration 61Q: 3 clusters Score -1573318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1573317.375000 Penalty: 4657.767578
	Iteration 62Q: 3 clusters Score -1573317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1573316.000000 Penalty: 4657.767578
	Iteration 63Q: 3 clusters Score -1573316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1573317.750000 Penalty: 4657.767578
	Iteration 64Q: 3 clusters Score -1573318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1573318.500000 Penalty: 4657.767578
	Iteration 65Q: 3 clusters Score -1573318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1573319.500000 Penalty: 4657.767578
	Iteration 66Q: 3 clusters Score -1573320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1573318.375000 Penalty: 4657.767578
	Iteration 67Q: 3 clusters Score -1573318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1573319.750000 Penalty: 4657.767578
	Iteration 68Q: 3 clusters Score -1573320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1573322.375000 Penalty: 4657.767578
	Iteration 69Q: 3 clusters Score -1573322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1573323.125000 Penalty: 4657.767578
	Iteration 70Q: 3 clusters Score -1573323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1573319.500000 Penalty: 4657.767578
	Iteration 71Q: 3 clusters Score -1573320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1573322.875000 Penalty: 4657.767578
	Iteration 72Q: 3 clusters Score -1573323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1573323.250000 Penalty: 4657.767578
	Iteration 73Q: 3 clusters Score -1573323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1573323.000000 Penalty: 4657.767578
	Iteration 74Q: 3 clusters Score -1573323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1573324.000000 Penalty: 4657.767578
	Iteration 75Q: 3 clusters Score -1573324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1573324.000000 Penalty: 4657.767578
	Iteration 76Q: 3 clusters Score -1573324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1573324.000000 Penalty: 4657.767578
	Iteration 77F: 3 clusters Score -1573324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Entering Unmasked Estep 
Score: -7104947.500000 Penalty: 2705.049805
	Iteration 0F: 2 clusters Score -7104948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -7068101.500000 Penalty: 5410.099609
	Iteration 0F: 3 clusters Score -7068102 nChanged 25357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -7082111.500000 Penalty: 5410.099609
	Iteration 1F: 3 clusters Score -7082112 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -7082569.000000 Penalty: 5410.099609
	Iteration 2Q: 3 clusters Score -7082569 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -7083054.500000 Penalty: 5410.099609
	Iteration 3Q: 3 clusters Score -7083054 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -7083545.500000 Penalty: 5410.099609
	Iteration 4Q: 3 clusters Score -7083546 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -7084140.000000 Penalty: 5410.099609
	Iteration 5Q: 3 clusters Score -7084140 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -7084895.500000 Penalty: 5410.099609
	Iteration 6Q: 3 clusters Score -7084896 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -7085853.500000 Penalty: 5410.099609
	Iteration 7Q: 3 clusters Score -7085854 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -7086848.000000 Penalty: 5410.099609
	Iteration 8Q: 3 clusters Score -7086848 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -7088181.000000 Penalty: 5410.099609
	Iteration 9Q: 3 clusters Score -7088181 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -7089727.500000 Penalty: 5410.099609
	Iteration 10Q: 3 clusters Score -7089728 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -7091533.000000 Penalty: 5410.099609
	Iteration 11F: 3 clusters Score -7091533 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -7093546.000000 Penalty: 5410.099609
	Iteration 12F: 3 clusters Score -7093546 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -7095591.000000 Penalty: 5410.099609
	Iteration 13F: 3 clusters Score -7095591 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -7097587.000000 Penalty: 5410.099609
	Iteration 14F: 3 clusters Score -7097587 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -7099162.500000 Penalty: 5410.099609
	Iteration 15Q: 3 clusters Score -7099162 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -7100488.000000 Penalty: 5410.099609
	Iteration 16Q: 3 clusters Score -7100488 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -7101304.000000 Penalty: 5410.099609
	Iteration 17Q: 3 clusters Score -7101304 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -7101754.500000 Penalty: 5410.099609
	Iteration 18Q: 3 clusters Score -7101754 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -7102017.000000 Penalty: 5410.099609
	Iteration 19Q: 3 clusters Score -7102017 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -7102199.500000 Penalty: 5410.099609
	Iteration 20F: 3 clusters Score -7102200 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -7102334.500000 Penalty: 5410.099609
	Iteration 21Q: 3 clusters Score -7102334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -7102389.000000 Penalty: 5410.099609
	Iteration 22Q: 3 clusters Score -7102389 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -7102437.000000 Penalty: 5410.099609
	Iteration 23Q: 3 clusters Score -7102437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -7102473.500000 Penalty: 5410.099609
	Iteration 24Q: 3 clusters Score -7102474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -7102503.500000 Penalty: 5410.099609
	Iteration 25Q: 3 clusters Score -7102504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -7102518.500000 Penalty: 5410.099609
	Iteration 26Q: 3 clusters Score -7102518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -7102534.000000 Penalty: 5410.099609
	Iteration 27Q: 3 clusters Score -7102534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -7102554.000000 Penalty: 5410.099609
	Iteration 28Q: 3 clusters Score -7102554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -7102561.000000 Penalty: 5410.099609
	Iteration 29Q: 3 clusters Score -7102561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -7102572.500000 Penalty: 5410.099609
	Iteration 30Q: 3 clusters Score -7102572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -7102568.000000 Penalty: 5410.099609
	Iteration 31Q: 3 clusters Score -7102568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -7102583.000000 Penalty: 5410.099609
	Iteration 32Q: 3 clusters Score -7102583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -7102577.000000 Penalty: 5410.099609
	Iteration 33Q: 3 clusters Score -7102577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -7102582.500000 Penalty: 5410.099609
	Iteration 34Q: 3 clusters Score -7102582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -7102578.500000 Penalty: 5410.099609
	Iteration 35Q: 3 clusters Score -7102578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -7102578.500000 Penalty: 5410.099609
	Iteration 36F: 3 clusters Score -7102578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Entering Unmasked Estep 
Score: -1502098.250000 Penalty: 2325.317139
	Iteration 0F: 2 clusters Score -1502098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1493320.750000 Penalty: 4650.634277
	Iteration 0F: 3 clusters Score -1493321 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1495861.750000 Penalty: 4650.634277
	Iteration 1F: 3 clusters Score -1495862 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1496159.500000 Penalty: 4650.634277
	Iteration 2F: 3 clusters Score -1496160 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1496384.000000 Penalty: 4650.634277
	Iteration 3Q: 3 clusters Score -1496384 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1496549.000000 Penalty: 4650.634277
	Iteration 4Q: 3 clusters Score -1496549 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1496693.000000 Penalty: 4650.634277
	Iteration 5Q: 3 clusters Score -1496693 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1496824.250000 Penalty: 4650.634277
	Iteration 6Q: 3 clusters Score -1496824 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1496943.000000 Penalty: 4650.634277
	Iteration 7Q: 3 clusters Score -1496943 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1497048.000000 Penalty: 4650.634277
	Iteration 8Q: 3 clusters Score -1497048 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1497164.125000 Penalty: 4650.634277
	Iteration 9Q: 3 clusters Score -1497164 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1497280.000000 Penalty: 4650.634277
	Iteration 10Q: 3 clusters Score -1497280 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1497439.125000 Penalty: 4650.634277
	Iteration 11Q: 3 clusters Score -1497439 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1497606.125000 Penalty: 4650.634277
	Iteration 12Q: 3 clusters Score -1497606 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1497789.625000 Penalty: 4650.634277
	Iteration 13Q: 3 clusters Score -1497790 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1498001.000000 Penalty: 4650.634277
	Iteration 14Q: 3 clusters Score -1498001 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1498229.500000 Penalty: 4650.634277
	Iteration 15Q: 3 clusters Score -1498230 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1498453.625000 Penalty: 4650.634277
	Iteration 16Q: 3 clusters Score -1498454 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1498650.000000 Penalty: 4650.634277
	Iteration 17Q: 3 clusters Score -1498650 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1498836.250000 Penalty: 4650.634277
	Iteration 18Q: 3 clusters Score -1498836 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1499018.750000 Penalty: 4650.634277
	Iteration 19Q: 3 clusters Score -1499019 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1499177.000000 Penalty: 4650.634277
	Iteration 20F: 3 clusters Score -1499177 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1499321.750000 Penalty: 4650.634277
	Iteration 21Q: 3 clusters Score -1499322 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1499422.000000 Penalty: 4650.634277
	Iteration 22Q: 3 clusters Score -1499422 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1499515.875000 Penalty: 4650.634277
	Iteration 23Q: 3 clusters Score -1499516 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1499590.875000 Penalty: 4650.634277
	Iteration 24Q: 3 clusters Score -1499591 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1499643.750000 Penalty: 4650.634277
	Iteration 25Q: 3 clusters Score -1499644 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1499681.000000 Penalty: 4650.634277
	Iteration 26Q: 3 clusters Score -1499681 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1499721.875000 Penalty: 4650.634277
	Iteration 27Q: 3 clusters Score -1499722 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1499776.000000 Penalty: 4650.634277
	Iteration 28Q: 3 clusters Score -1499776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1499816.625000 Penalty: 4650.634277
	Iteration 29Q: 3 clusters Score -1499817 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1499847.375000 Penalty: 4650.634277
	Iteration 30Q: 3 clusters Score -1499847 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1499868.625000 Penalty: 4650.634277
	Iteration 31Q: 3 clusters Score -1499869 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1499900.500000 Penalty: 4650.634277
	Iteration 32Q: 3 clusters Score -1499900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1499925.375000 Penalty: 4650.634277
	Iteration 33Q: 3 clusters Score -1499925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1499955.125000 Penalty: 4650.634277
	Iteration 34Q: 3 clusters Score -1499955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1499983.125000 Penalty: 4650.634277
	Iteration 35Q: 3 clusters Score -1499983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1500011.875000 Penalty: 4650.634277
	Iteration 36Q: 3 clusters Score -1500012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1500029.375000 Penalty: 4650.634277
	Iteration 37Q: 3 clusters Score -1500029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1500045.125000 Penalty: 4650.634277
	Iteration 38Q: 3 clusters Score -1500045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1500059.375000 Penalty: 4650.634277
	Iteration 39Q: 3 clusters Score -1500059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1500075.500000 Penalty: 4650.634277
	Iteration 40F: 3 clusters Score -1500076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1500083.875000 Penalty: 4650.634277
	Iteration 41Q: 3 clusters Score -1500084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1500100.000000 Penalty: 4650.634277
	Iteration 42Q: 3 clusters Score -1500100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1500113.000000 Penalty: 4650.634277
	Iteration 43Q: 3 clusters Score -1500113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1500127.125000 Penalty: 4650.634277
	Iteration 44Q: 3 clusters Score -1500127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1500139.375000 Penalty: 4650.634277
	Iteration 45Q: 3 clusters Score -1500139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1500151.875000 Penalty: 4650.634277
	Iteration 46Q: 3 clusters Score -1500152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1500161.250000 Penalty: 4650.634277
	Iteration 47Q: 3 clusters Score -1500161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1500174.250000 Penalty: 4650.634277
	Iteration 48Q: 3 clusters Score -1500174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1500182.000000 Penalty: 4650.634277
	Iteration 49Q: 3 clusters Score -1500182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1500188.125000 Penalty: 4650.634277
	Iteration 50Q: 3 clusters Score -1500188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1500195.000000 Penalty: 4650.634277
	Iteration 51Q: 3 clusters Score -1500195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1500207.250000 Penalty: 4650.634277
	Iteration 52Q: 3 clusters Score -1500207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1500211.000000 Penalty: 4650.634277
	Iteration 53Q: 3 clusters Score -1500211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1500218.000000 Penalty: 4650.634277
	Iteration 54Q: 3 clusters Score -1500218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1500224.250000 Penalty: 4650.634277
	Iteration 55Q: 3 clusters Score -1500224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1500227.125000 Penalty: 4650.634277
	Iteration 56Q: 3 clusters Score -1500227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1500230.500000 Penalty: 4650.634277
	Iteration 57Q: 3 clusters Score -1500230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1500231.375000 Penalty: 4650.634277
	Iteration 58Q: 3 clusters Score -1500231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1500234.375000 Penalty: 4650.634277
	Iteration 59Q: 3 clusters Score -1500234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1500237.375000 Penalty: 4650.634277
	Iteration 60F: 3 clusters Score -1500237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1500237.625000 Penalty: 4650.634277
	Iteration 61Q: 3 clusters Score -1500238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1500237.375000 Penalty: 4650.634277
	Iteration 62Q: 3 clusters Score -1500237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1500237.250000 Penalty: 4650.634277
	Iteration 63Q: 3 clusters Score -1500237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1500237.500000 Penalty: 4650.634277
	Iteration 64Q: 3 clusters Score -1500238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1500238.375000 Penalty: 4650.634277
	Iteration 65Q: 3 clusters Score -1500238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1500238.375000 Penalty: 4650.634277
	Iteration 66F: 3 clusters Score -1500238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (108045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108045 members 
Entering Unmasked Estep 
Score: -14023616.000000 Penalty: 2874.395264
	Iteration 0F: 2 clusters Score -1.402362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -13951075.000000 Penalty: 5748.790527
	Iteration 0F: 3 clusters Score -1.395108e+07 nChanged 51227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -13980694.000000 Penalty: 5748.790527
	Iteration 1F: 3 clusters Score -1.398069e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -13981471.000000 Penalty: 5748.790527
	Iteration 2Q: 3 clusters Score -1.398147e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -13982558.000000 Penalty: 5748.790527
	Iteration 3Q: 3 clusters Score -1.398256e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -13984107.000000 Penalty: 5748.790527
	Iteration 4Q: 3 clusters Score -1.398411e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -13986553.000000 Penalty: 5748.790527
	Iteration 5Q: 3 clusters Score -1.398655e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -13990326.000000 Penalty: 5748.790527
	Iteration 6F: 3 clusters Score -1.399033e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -13996151.000000 Penalty: 5748.790527
	Iteration 7F: 3 clusters Score -1.399615e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -14003530.000000 Penalty: 5748.790527
	Iteration 8F: 3 clusters Score -1.400353e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -14010180.000000 Penalty: 5748.790527
	Iteration 9F: 3 clusters Score -1.401018e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -14014127.000000 Penalty: 5748.790527
	Iteration 10Q: 3 clusters Score -1.401413e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -14015803.000000 Penalty: 5748.790527
	Iteration 11Q: 3 clusters Score -1.40158e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -14016660.000000 Penalty: 5748.790527
	Iteration 12Q: 3 clusters Score -1.401666e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
Score: -14017276.000000 Penalty: 5748.790527
	Iteration 13Q: 3 clusters Score -1.401728e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 94439 members 
Entering Unmasked Estep 
Score: -14017828.000000 Penalty: 5748.790527
	Iteration 14Q: 3 clusters Score -1.401783e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 95525 members 
Entering Unmasked Estep 
Score: -14018257.000000 Penalty: 5748.790527
	Iteration 15Q: 3 clusters Score -1.401826e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
Score: -14018769.000000 Penalty: 5748.790527
	Iteration 16Q: 3 clusters Score -1.401877e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 97488 members 
Entering Unmasked Estep 
Score: -14019047.000000 Penalty: 5748.790527
	Iteration 17Q: 3 clusters Score -1.401905e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 98331 members 
Entering Unmasked Estep 
Score: -14019353.000000 Penalty: 5748.790527
	Iteration 18Q: 3 clusters Score -1.401935e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 99120 members 
Entering Unmasked Estep 
Score: -14019752.000000 Penalty: 5748.790527
	Iteration 19Q: 3 clusters Score -1.401975e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 99791 members 
Entering Unmasked Estep 
Score: -14019968.000000 Penalty: 5748.790527
	Iteration 20F: 3 clusters Score -1.401997e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 100423 members 
Entering Unmasked Estep 
Score: -14020191.000000 Penalty: 5748.790527
	Iteration 21Q: 3 clusters Score -1.402019e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 101004 members 
Entering Unmasked Estep 
Score: -14020355.000000 Penalty: 5748.790527
	Iteration 22Q: 3 clusters Score -1.402036e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 101512 members 
Entering Unmasked Estep 
Score: -14020467.000000 Penalty: 5748.790527
	Iteration 23Q: 3 clusters Score -1.402047e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 101978 members 
Entering Unmasked Estep 
Score: -14020627.000000 Penalty: 5748.790527
	Iteration 24Q: 3 clusters Score -1.402063e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 102375 members 
Entering Unmasked Estep 
Score: -14020774.000000 Penalty: 5748.790527
	Iteration 25Q: 3 clusters Score -1.402077e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -14020905.000000 Penalty: 5748.790527
	Iteration 26Q: 3 clusters Score -1.40209e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 102983 members 
Entering Unmasked Estep 
Score: -14021033.000000 Penalty: 5748.790527
	Iteration 27Q: 3 clusters Score -1.402103e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 103311 members 
Entering Unmasked Estep 
Score: -14021160.000000 Penalty: 5748.790527
	Iteration 28Q: 3 clusters Score -1.402116e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 103620 members 
Entering Unmasked Estep 
Score: -14021214.000000 Penalty: 5748.790527
	Iteration 29Q: 3 clusters Score -1.402121e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 103905 members 
Entering Unmasked Estep 
Score: -14021310.000000 Penalty: 5748.790527
	Iteration 30Q: 3 clusters Score -1.402131e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 104149 members 
Entering Unmasked Estep 
Score: -14021384.000000 Penalty: 5748.790527
	Iteration 31Q: 3 clusters Score -1.402138e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 104355 members 
Entering Unmasked Estep 
Score: -14021413.000000 Penalty: 5748.790527
	Iteration 32Q: 3 clusters Score -1.402141e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -14021474.000000 Penalty: 5748.790527
	Iteration 33Q: 3 clusters Score -1.402147e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 104675 members 
Entering Unmasked Estep 
Score: -14021544.000000 Penalty: 5748.790527
	Iteration 34Q: 3 clusters Score -1.402154e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 104825 members 
Entering Unmasked Estep 
Score: -14021621.000000 Penalty: 5748.790527
	Iteration 35Q: 3 clusters Score -1.402162e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 104967 members 
Entering Unmasked Estep 
Score: -14021692.000000 Penalty: 5748.790527
	Iteration 36Q: 3 clusters Score -1.402169e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 105092 members 
Entering Unmasked Estep 
Score: -14021780.000000 Penalty: 5748.790527
	Iteration 37Q: 3 clusters Score -1.402178e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 105194 members 
Entering Unmasked Estep 
Score: -14021830.000000 Penalty: 5748.790527
	Iteration 38Q: 3 clusters Score -1.402183e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 105268 members 
Entering Unmasked Estep 
Score: -14021857.000000 Penalty: 5748.790527
	Iteration 39Q: 3 clusters Score -1.402186e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 105343 members 
Entering Unmasked Estep 
Score: -14021923.000000 Penalty: 5748.790527
	Iteration 40F: 3 clusters Score -1.402192e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -14021951.000000 Penalty: 5748.790527
	Iteration 41Q: 3 clusters Score -1.402195e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 105438 members 
Entering Unmasked Estep 
Score: -14021968.000000 Penalty: 5748.790527
	Iteration 42Q: 3 clusters Score -1.402197e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -14021994.000000 Penalty: 5748.790527
	Iteration 43Q: 3 clusters Score -1.402199e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -14022013.000000 Penalty: 5748.790527
	Iteration 44Q: 3 clusters Score -1.402201e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 105536 members 
Entering Unmasked Estep 
Score: -14022037.000000 Penalty: 5748.790527
	Iteration 45Q: 3 clusters Score -1.402204e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -14022050.000000 Penalty: 5748.790527
	Iteration 46Q: 3 clusters Score -1.402205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 105578 members 
Entering Unmasked Estep 
Score: -14022049.000000 Penalty: 5748.790527
	Iteration 47Q: 3 clusters Score -1.402205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 105594 members 
Entering Unmasked Estep 
Score: -14022068.000000 Penalty: 5748.790527
	Iteration 48Q: 3 clusters Score -1.402207e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 105614 members 
Entering Unmasked Estep 
Score: -14022059.000000 Penalty: 5748.790527
	Iteration 49Q: 3 clusters Score -1.402206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -14022058.000000 Penalty: 5748.790527
	Iteration 50Q: 3 clusters Score -1.402206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 105638 members 
Entering Unmasked Estep 
Score: -14022053.000000 Penalty: 5748.790527
	Iteration 51Q: 3 clusters Score -1.402205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 105650 members 
Entering Unmasked Estep 
Score: -14022070.000000 Penalty: 5748.790527
	Iteration 52Q: 3 clusters Score -1.402207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 105654 members 
Entering Unmasked Estep 
Score: -14022059.000000 Penalty: 5748.790527
	Iteration 53Q: 3 clusters Score -1.402206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -14022062.000000 Penalty: 5748.790527
	Iteration 54Q: 3 clusters Score -1.402206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -14022078.000000 Penalty: 5748.790527
	Iteration 55Q: 3 clusters Score -1.402208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 105682 members 
Entering Unmasked Estep 
Score: -14022084.000000 Penalty: 5748.790527
	Iteration 56Q: 3 clusters Score -1.402208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 105689 members 
Entering Unmasked Estep 
Score: -14022087.000000 Penalty: 5748.790527
	Iteration 57Q: 3 clusters Score -1.402209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 105689 members 
Entering Unmasked Estep 
Score: -14022078.000000 Penalty: 5748.790527
	Iteration 58Q: 3 clusters Score -1.402208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 105696 members 
Entering Unmasked Estep 
Score: -14022081.000000 Penalty: 5748.790527
	Iteration 59Q: 3 clusters Score -1.402208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 105702 members 
Entering Unmasked Estep 
Score: -14022092.000000 Penalty: 5748.790527
	Iteration 60F: 3 clusters Score -1.402209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 105706 members 
Entering Unmasked Estep 
Score: -14022077.000000 Penalty: 5748.790527
	Iteration 61Q: 3 clusters Score -1.402208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 105711 members 
Entering Unmasked Estep 
Score: -14022088.000000 Penalty: 5748.790527
	Iteration 62Q: 3 clusters Score -1.402209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 105713 members 
Entering Unmasked Estep 
Score: -14022092.000000 Penalty: 5748.790527
	Iteration 63Q: 3 clusters Score -1.402209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 105713 members 
Entering Unmasked Estep 
Score: -14022088.000000 Penalty: 5748.790527
	Iteration 64Q: 3 clusters Score -1.402209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 105714 members 
Entering Unmasked Estep 
Score: -14022084.000000 Penalty: 5748.790527
	Iteration 65Q: 3 clusters Score -1.402208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 105713 members 
Entering Unmasked Estep 
Score: -14022082.000000 Penalty: 5748.790527
	Iteration 66Q: 3 clusters Score -1.402208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 105713 members 
Entering Unmasked Estep 
Score: -14022084.000000 Penalty: 5748.790527
	Iteration 67Q: 3 clusters Score -1.402208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 105712 members 
Entering Unmasked Estep 
Score: -14022083.000000 Penalty: 5748.790527
	Iteration 68Q: 3 clusters Score -1.402208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 105712 members 
Entering Unmasked Estep 
Score: -14022069.000000 Penalty: 5748.790527
	Iteration 69Q: 3 clusters Score -1.402207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 105713 members 
Entering Unmasked Estep 
Score: -14022067.000000 Penalty: 5748.790527
	Iteration 70Q: 3 clusters Score -1.402207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 105713 members 
Entering Unmasked Estep 
Score: -14022067.000000 Penalty: 5748.790527
	Iteration 71F: 3 clusters Score -1.402207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (155613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155613 members 
Entering Unmasked Estep 
Score: -20146786.000000 Penalty: 2964.871582
	Iteration 0F: 2 clusters Score -2.014679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -20045338.000000 Penalty: 5929.743164
	Iteration 0F: 3 clusters Score -2.004534e+07 nChanged 74453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -20088860.000000 Penalty: 5929.743164
	Iteration 1F: 3 clusters Score -2.008886e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -20090188.000000 Penalty: 5929.743164
	Iteration 2Q: 3 clusters Score -2.009019e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 88889 members 
Entering Unmasked Estep 
Score: -20092284.000000 Penalty: 5929.743164
	Iteration 3Q: 3 clusters Score -2.009228e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 95009 members 
Entering Unmasked Estep 
Score: -20096116.000000 Penalty: 5929.743164
	Iteration 4Q: 3 clusters Score -2.009612e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 103475 members 
Entering Unmasked Estep 
Score: -20101990.000000 Penalty: 5929.743164
	Iteration 5F: 3 clusters Score -2.010199e+07 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -20110804.000000 Penalty: 5929.743164
	Iteration 6F: 3 clusters Score -2.01108e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 125801 members 
Entering Unmasked Estep 
Score: -20121136.000000 Penalty: 5929.743164
	Iteration 7F: 3 clusters Score -2.012114e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 136113 members 
Entering Unmasked Estep 
Score: -20130812.000000 Penalty: 5929.743164
	Iteration 8F: 3 clusters Score -2.013081e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 143324 members 
Entering Unmasked Estep 
Score: -20137062.000000 Penalty: 5929.743164
	Iteration 9Q: 3 clusters Score -2.013706e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 147564 members 
Entering Unmasked Estep 
Score: -20140740.000000 Penalty: 5929.743164
	Iteration 10Q: 3 clusters Score -2.014074e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 149866 members 
Entering Unmasked Estep 
Score: -20142568.000000 Penalty: 5929.743164
	Iteration 11Q: 3 clusters Score -2.014257e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 151169 members 
Entering Unmasked Estep 
Score: -20143520.000000 Penalty: 5929.743164
	Iteration 12Q: 3 clusters Score -2.014352e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 151960 members 
Entering Unmasked Estep 
Score: -20144202.000000 Penalty: 5929.743164
	Iteration 13Q: 3 clusters Score -2.01442e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 152444 members 
Entering Unmasked Estep 
Score: -20144618.000000 Penalty: 5929.743164
	Iteration 14Q: 3 clusters Score -2.014462e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 152707 members 
Entering Unmasked Estep 
Score: -20144930.000000 Penalty: 5929.743164
	Iteration 15Q: 3 clusters Score -2.014493e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 152857 members 
Entering Unmasked Estep 
Score: -20145186.000000 Penalty: 5929.743164
	Iteration 16Q: 3 clusters Score -2.014519e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 152900 members 
Entering Unmasked Estep 
Score: -20145384.000000 Penalty: 5929.743164
	Iteration 17Q: 3 clusters Score -2.014538e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 152897 members 
Entering Unmasked Estep 
Score: -20145550.000000 Penalty: 5929.743164
	Iteration 18Q: 3 clusters Score -2.014555e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 152874 members 
Entering Unmasked Estep 
Score: -20145638.000000 Penalty: 5929.743164
	Iteration 19Q: 3 clusters Score -2.014564e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 152833 members 
Entering Unmasked Estep 
Score: -20145700.000000 Penalty: 5929.743164
	Iteration 20F: 3 clusters Score -2.01457e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 152772 members 
Entering Unmasked Estep 
Score: -20145790.000000 Penalty: 5929.743164
	Iteration 21Q: 3 clusters Score -2.014579e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 152688 members 
Entering Unmasked Estep 
Score: -20145864.000000 Penalty: 5929.743164
	Iteration 22Q: 3 clusters Score -2.014586e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 152608 members 
Entering Unmasked Estep 
Score: -20145920.000000 Penalty: 5929.743164
	Iteration 23Q: 3 clusters Score -2.014592e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 152536 members 
Entering Unmasked Estep 
Score: -20145952.000000 Penalty: 5929.743164
	Iteration 24Q: 3 clusters Score -2.014595e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 152467 members 
Entering Unmasked Estep 
Score: -20145984.000000 Penalty: 5929.743164
	Iteration 25Q: 3 clusters Score -2.014598e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 152394 members 
Entering Unmasked Estep 
Score: -20145996.000000 Penalty: 5929.743164
	Iteration 26Q: 3 clusters Score -2.0146e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 152337 members 
Entering Unmasked Estep 
Score: -20146034.000000 Penalty: 5929.743164
	Iteration 27Q: 3 clusters Score -2.014603e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 152278 members 
Entering Unmasked Estep 
Score: -20146050.000000 Penalty: 5929.743164
	Iteration 28Q: 3 clusters Score -2.014605e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 152236 members 
Entering Unmasked Estep 
Score: -20146068.000000 Penalty: 5929.743164
	Iteration 29Q: 3 clusters Score -2.014607e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 152219 members 
Entering Unmasked Estep 
Score: -20146082.000000 Penalty: 5929.743164
	Iteration 30Q: 3 clusters Score -2.014608e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 152200 members 
Entering Unmasked Estep 
Score: -20146070.000000 Penalty: 5929.743164
	Iteration 31Q: 3 clusters Score -2.014607e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 152180 members 
Entering Unmasked Estep 
Score: -20146060.000000 Penalty: 5929.743164
	Iteration 32Q: 3 clusters Score -2.014606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 152166 members 
Entering Unmasked Estep 
Score: -20146052.000000 Penalty: 5929.743164
	Iteration 33Q: 3 clusters Score -2.014605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 152158 members 
Entering Unmasked Estep 
Score: -20146056.000000 Penalty: 5929.743164
	Iteration 34Q: 3 clusters Score -2.014606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 152151 members 
Entering Unmasked Estep 
Score: -20146062.000000 Penalty: 5929.743164
	Iteration 35Q: 3 clusters Score -2.014606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 152144 members 
Entering Unmasked Estep 
Score: -20146066.000000 Penalty: 5929.743164
	Iteration 36Q: 3 clusters Score -2.014607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 152137 members 
Entering Unmasked Estep 
Score: -20146040.000000 Penalty: 5929.743164
	Iteration 37Q: 3 clusters Score -2.014604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 152123 members 
Entering Unmasked Estep 
Score: -20146066.000000 Penalty: 5929.743164
	Iteration 38Q: 3 clusters Score -2.014607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 152116 members 
Entering Unmasked Estep 
Score: -20146078.000000 Penalty: 5929.743164
	Iteration 39Q: 3 clusters Score -2.014608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 152106 members 
Entering Unmasked Estep 
Score: -20146078.000000 Penalty: 5929.743164
	Iteration 40F: 3 clusters Score -2.014608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 152103 members 
Entering Unmasked Estep 
Score: -20146098.000000 Penalty: 5929.743164
	Iteration 41Q: 3 clusters Score -2.01461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 152091 members 
Entering Unmasked Estep 
Score: -20146096.000000 Penalty: 5929.743164
	Iteration 42Q: 3 clusters Score -2.01461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 152079 members 
Entering Unmasked Estep 
Score: -20146104.000000 Penalty: 5929.743164
	Iteration 43Q: 3 clusters Score -2.01461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 152072 members 
Entering Unmasked Estep 
Score: -20146116.000000 Penalty: 5929.743164
	Iteration 44Q: 3 clusters Score -2.014612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 152061 members 
Entering Unmasked Estep 
Score: -20146124.000000 Penalty: 5929.743164
	Iteration 45Q: 3 clusters Score -2.014612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 152052 members 
Entering Unmasked Estep 
Score: -20146118.000000 Penalty: 5929.743164
	Iteration 46Q: 3 clusters Score -2.014612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 152046 members 
Entering Unmasked Estep 
Score: -20146136.000000 Penalty: 5929.743164
	Iteration 47Q: 3 clusters Score -2.014614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 152038 members 
Entering Unmasked Estep 
Score: -20146128.000000 Penalty: 5929.743164
	Iteration 48Q: 3 clusters Score -2.014613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 152032 members 
Entering Unmasked Estep 
Score: -20146118.000000 Penalty: 5929.743164
	Iteration 49Q: 3 clusters Score -2.014612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 152027 members 
Entering Unmasked Estep 
Score: -20146104.000000 Penalty: 5929.743164
	Iteration 50Q: 3 clusters Score -2.01461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 152023 members 
Entering Unmasked Estep 
Score: -20146106.000000 Penalty: 5929.743164
	Iteration 51Q: 3 clusters Score -2.014611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 152017 members 
Entering Unmasked Estep 
Score: -20146126.000000 Penalty: 5929.743164
	Iteration 52Q: 3 clusters Score -2.014613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 152013 members 
Entering Unmasked Estep 
Score: -20146114.000000 Penalty: 5929.743164
	Iteration 53Q: 3 clusters Score -2.014611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 152012 members 
Entering Unmasked Estep 
Score: -20146112.000000 Penalty: 5929.743164
	Iteration 54Q: 3 clusters Score -2.014611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 152012 members 
Entering Unmasked Estep 
Score: -20146112.000000 Penalty: 5929.743164
	Iteration 55F: 3 clusters Score -2.014611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Entering Unmasked Estep 
Score: -10227838.000000 Penalty: 2797.047607
	Iteration 0F: 2 clusters Score -1.022784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -10174929.000000 Penalty: 5594.095215
	Iteration 0F: 3 clusters Score -1.017493e+07 nChanged 37171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -10196118.000000 Penalty: 5594.095215
	Iteration 1F: 3 clusters Score -1.019612e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -10196641.000000 Penalty: 5594.095215
	Iteration 2Q: 3 clusters Score -1.019664e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -10197193.000000 Penalty: 5594.095215
	Iteration 3Q: 3 clusters Score -1.019719e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -10197819.000000 Penalty: 5594.095215
	Iteration 4Q: 3 clusters Score -1.019782e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -10198424.000000 Penalty: 5594.095215
	Iteration 5Q: 3 clusters Score -1.019842e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -10199339.000000 Penalty: 5594.095215
	Iteration 6Q: 3 clusters Score -1.019934e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -10200362.000000 Penalty: 5594.095215
	Iteration 7Q: 3 clusters Score -1.020036e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -10201446.000000 Penalty: 5594.095215
	Iteration 8Q: 3 clusters Score -1.020145e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -10202748.000000 Penalty: 5594.095215
	Iteration 9Q: 3 clusters Score -1.020275e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -10204189.000000 Penalty: 5594.095215
	Iteration 10Q: 3 clusters Score -1.020419e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -10206006.000000 Penalty: 5594.095215
	Iteration 11Q: 3 clusters Score -1.020601e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -10207919.000000 Penalty: 5594.095215
	Iteration 12Q: 3 clusters Score -1.020792e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -10210211.000000 Penalty: 5594.095215
	Iteration 13Q: 3 clusters Score -1.021021e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -10212870.000000 Penalty: 5594.095215
	Iteration 14F: 3 clusters Score -1.021287e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -10215793.000000 Penalty: 5594.095215
	Iteration 15F: 3 clusters Score -1.021579e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -10218522.000000 Penalty: 5594.095215
	Iteration 16F: 3 clusters Score -1.021852e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -10220818.000000 Penalty: 5594.095215
	Iteration 17Q: 3 clusters Score -1.022082e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -10222529.000000 Penalty: 5594.095215
	Iteration 18Q: 3 clusters Score -1.022253e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -10223633.000000 Penalty: 5594.095215
	Iteration 19Q: 3 clusters Score -1.022363e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -10224317.000000 Penalty: 5594.095215
	Iteration 20F: 3 clusters Score -1.022432e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -10224728.000000 Penalty: 5594.095215
	Iteration 21Q: 3 clusters Score -1.022473e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -10224942.000000 Penalty: 5594.095215
	Iteration 22Q: 3 clusters Score -1.022494e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78006 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10225084.000000 Penalty: 5594.095215
	Iteration 23Q: 3 clusters Score -1.022508e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10225177.000000 Penalty: 5594.095215
	Iteration 24Q: 3 clusters Score -1.022518e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10225233.000000 Penalty: 5594.095215
	Iteration 25Q: 3 clusters Score -1.022523e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -10225278.000000 Penalty: 5594.095215
	Iteration 26Q: 3 clusters Score -1.022528e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78341 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10225328.000000 Penalty: 5594.095215
	Iteration 27Q: 3 clusters Score -1.022533e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10225353.000000 Penalty: 5594.095215
	Iteration 28Q: 3 clusters Score -1.022535e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10225377.000000 Penalty: 5594.095215
	Iteration 29Q: 3 clusters Score -1.022538e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -10225385.000000 Penalty: 5594.095215
	Iteration 30Q: 3 clusters Score -1.022538e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10225390.000000 Penalty: 5594.095215
	Iteration 31Q: 3 clusters Score -1.022539e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10225407.000000 Penalty: 5594.095215
	Iteration 32Q: 3 clusters Score -1.022541e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10225430.000000 Penalty: 5594.095215
	Iteration 33Q: 3 clusters Score -1.022543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78471 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10225423.000000 Penalty: 5594.095215
	Iteration 34Q: 3 clusters Score -1.022542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10225439.000000 Penalty: 5594.095215
	Iteration 35Q: 3 clusters Score -1.022544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10225446.000000 Penalty: 5594.095215
	Iteration 36Q: 3 clusters Score -1.022545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10225455.000000 Penalty: 5594.095215
	Iteration 37Q: 3 clusters Score -1.022546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10225457.000000 Penalty: 5594.095215
	Iteration 38Q: 3 clusters Score -1.022546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78494 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10225462.000000 Penalty: 5594.095215
	Iteration 39Q: 3 clusters Score -1.022546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10225457.000000 Penalty: 5594.095215
	Iteration 40F: 3 clusters Score -1.022546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10225473.000000 Penalty: 5594.095215
	Iteration 41Q: 3 clusters Score -1.022547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78501 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10225471.000000 Penalty: 5594.095215
	Iteration 42Q: 3 clusters Score -1.022547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10225477.000000 Penalty: 5594.095215
	Iteration 43Q: 3 clusters Score -1.022548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10225480.000000 Penalty: 5594.095215
	Iteration 44Q: 3 clusters Score -1.022548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10225479.000000 Penalty: 5594.095215
	Iteration 45Q: 3 clusters Score -1.022548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10225490.000000 Penalty: 5594.095215
	Iteration 46Q: 3 clusters Score -1.022549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78517 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10225488.000000 Penalty: 5594.095215
	Iteration 47Q: 3 clusters Score -1.022549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10225480.000000 Penalty: 5594.095215
	Iteration 48Q: 3 clusters Score -1.022548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10225482.000000 Penalty: 5594.095215
	Iteration 49Q: 3 clusters Score -1.022548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10225482.000000 Penalty: 5594.095215
	Iteration 50F: 3 clusters Score -1.022548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -96689.125000 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -96689.12 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 387 members 
Entering Unmasked Estep 
Score: -94882.414062 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -94882.41 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95130.679688 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -95130.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95189.679688 Penalty: 3329.023193
	Iteration 2Q: 3 clusters Score -95189.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95219.515625 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -95219.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95247.765625 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -95247.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95273.359375 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -95273.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95288.679688 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -95288.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95299.515625 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -95299.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95302.835938 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -95302.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95304.695312 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -95304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95309.445312 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -95309.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95316.656250 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -95316.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95318.992188 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -95318.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95321.640625 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -95321.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95324.500000 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -95324.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95324.500000 Penalty: 3329.023193
	Iteration 15F: 3 clusters Score -95324.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Entering Unmasked Estep 
Score: -759509.625000 Penalty: 2187.313477
	Iteration 0F: 2 clusters Score -759509.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -753991.875000 Penalty: 4374.626953
	Iteration 0F: 3 clusters Score -753991.9 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -756179.937500 Penalty: 4374.626953
	Iteration 1F: 3 clusters Score -756179.9 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -757239.687500 Penalty: 4374.626953
	Iteration 2F: 3 clusters Score -757239.7 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -758087.937500 Penalty: 4374.626953
	Iteration 3F: 3 clusters Score -758087.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -758587.187500 Penalty: 4374.626953
	Iteration 4F: 3 clusters Score -758587.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -758895.687500 Penalty: 4374.626953
	Iteration 5F: 3 clusters Score -758895.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -759022.312500 Penalty: 4374.626953
	Iteration 6Q: 3 clusters Score -759022.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -759091.500000 Penalty: 4374.626953
	Iteration 7Q: 3 clusters Score -759091.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -759127.562500 Penalty: 4374.626953
	Iteration 8Q: 3 clusters Score -759127.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -759151.000000 Penalty: 4374.626953
	Iteration 9Q: 3 clusters Score -759151 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -759172.562500 Penalty: 4374.626953
	Iteration 10Q: 3 clusters Score -759172.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -759187.875000 Penalty: 4374.626953
	Iteration 11Q: 3 clusters Score -759187.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -759200.187500 Penalty: 4374.626953
	Iteration 12Q: 3 clusters Score -759200.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -759217.562500 Penalty: 4374.626953
	Iteration 13Q: 3 clusters Score -759217.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -759225.062500 Penalty: 4374.626953
	Iteration 14Q: 3 clusters Score -759225.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -759229.687500 Penalty: 4374.626953
	Iteration 15Q: 3 clusters Score -759229.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -759235.312500 Penalty: 4374.626953
	Iteration 16Q: 3 clusters Score -759235.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -759237.812500 Penalty: 4374.626953
	Iteration 17Q: 3 clusters Score -759237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -759239.500000 Penalty: 4374.626953
	Iteration 18Q: 3 clusters Score -759239.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -759243.437500 Penalty: 4374.626953
	Iteration 19Q: 3 clusters Score -759243.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -759247.250000 Penalty: 4374.626953
	Iteration 20F: 3 clusters Score -759247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -759247.562500 Penalty: 4374.626953
	Iteration 21Q: 3 clusters Score -759247.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -759248.312500 Penalty: 4374.626953
	Iteration 22Q: 3 clusters Score -759248.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -759249.187500 Penalty: 4374.626953
	Iteration 23Q: 3 clusters Score -759249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -759249.312500 Penalty: 4374.626953
	Iteration 24Q: 3 clusters Score -759249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -759250.250000 Penalty: 4374.626953
	Iteration 25Q: 3 clusters Score -759250.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -759250.250000 Penalty: 4374.626953
	Iteration 26F: 3 clusters Score -759250.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (213368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213368 members 
Entering Unmasked Estep 
Score: -27594980.000000 Penalty: 3043.151855
	Iteration 0F: 2 clusters Score -2.759498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107361 members 
Mstep: Class 2 contains 106007 members 
Entering Unmasked Estep 
Score: -27456858.000000 Penalty: 6086.303711
	Iteration 0F: 3 clusters Score -2.745686e+07 nChanged 102885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118390 members 
Mstep: Class 2 contains 94978 members 
Entering Unmasked Estep 
Score: -27517698.000000 Penalty: 6086.303711
	Iteration 1F: 3 clusters Score -2.75177e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125291 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -27520246.000000 Penalty: 6086.303711
	Iteration 2Q: 3 clusters Score -2.752025e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135884 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -27525540.000000 Penalty: 6086.303711
	Iteration 3F: 3 clusters Score -2.752554e+07 nChanged 15623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151459 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -27536096.000000 Penalty: 6086.303711
	Iteration 4F: 3 clusters Score -2.75361e+07 nChanged 20087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171542 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -27553344.000000 Penalty: 6086.303711
	Iteration 5F: 3 clusters Score -2.755334e+07 nChanged 20324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191866 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -27571976.000000 Penalty: 6086.303711
	Iteration 6F: 3 clusters Score -2.757198e+07 nChanged 13753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205619 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -27584616.000000 Penalty: 6086.303711
	Iteration 7F: 3 clusters Score -2.758462e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211241 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -27590154.000000 Penalty: 6086.303711
	Iteration 8Q: 3 clusters Score -2.759015e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212740 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -27591552.000000 Penalty: 6086.303711
	Iteration 9Q: 3 clusters Score -2.759155e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213073 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27591968.000000 Penalty: 6086.303711
	Iteration 10Q: 3 clusters Score -2.759197e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213158 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27592102.000000 Penalty: 6086.303711
	Iteration 11Q: 3 clusters Score -2.75921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27592122.000000 Penalty: 6086.303711
	Iteration 12Q: 3 clusters Score -2.759212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213185 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27592174.000000 Penalty: 6086.303711
	Iteration 13Q: 3 clusters Score -2.759217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213188 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27592214.000000 Penalty: 6086.303711
	Iteration 14Q: 3 clusters Score -2.759221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213189 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27592202.000000 Penalty: 6086.303711
	Iteration 15Q: 3 clusters Score -2.75922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213192 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27592206.000000 Penalty: 6086.303711
	Iteration 16Q: 3 clusters Score -2.759221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213192 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27592206.000000 Penalty: 6086.303711
	Iteration 17F: 3 clusters Score -2.759221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Entering Unmasked Estep 
Score: -929308.312500 Penalty: 2218.086670
	Iteration 0F: 2 clusters Score -929308.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -923157.500000 Penalty: 4436.173340
	Iteration 0F: 3 clusters Score -923157.5 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -924900.125000 Penalty: 4436.173340
	Iteration 1F: 3 clusters Score -924900.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -925226.250000 Penalty: 4436.173340
	Iteration 2F: 3 clusters Score -925226.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -925526.312500 Penalty: 4436.173340
	Iteration 3F: 3 clusters Score -925526.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -925788.000000 Penalty: 4436.173340
	Iteration 4F: 3 clusters Score -925788 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -926006.625000 Penalty: 4436.173340
	Iteration 5Q: 3 clusters Score -926006.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -926154.500000 Penalty: 4436.173340
	Iteration 6Q: 3 clusters Score -926154.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -926277.062500 Penalty: 4436.173340
	Iteration 7Q: 3 clusters Score -926277.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -926382.250000 Penalty: 4436.173340
	Iteration 8Q: 3 clusters Score -926382.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -926477.500000 Penalty: 4436.173340
	Iteration 9Q: 3 clusters Score -926477.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -926559.062500 Penalty: 4436.173340
	Iteration 10Q: 3 clusters Score -926559.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -926645.812500 Penalty: 4436.173340
	Iteration 11Q: 3 clusters Score -926645.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -926725.750000 Penalty: 4436.173340
	Iteration 12Q: 3 clusters Score -926725.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -926780.812500 Penalty: 4436.173340
	Iteration 13Q: 3 clusters Score -926780.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -926827.250000 Penalty: 4436.173340
	Iteration 14Q: 3 clusters Score -926827.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -926863.750000 Penalty: 4436.173340
	Iteration 15Q: 3 clusters Score -926863.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -926886.312500 Penalty: 4436.173340
	Iteration 16Q: 3 clusters Score -926886.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -926906.000000 Penalty: 4436.173340
	Iteration 17Q: 3 clusters Score -926906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -926926.312500 Penalty: 4436.173340
	Iteration 18Q: 3 clusters Score -926926.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -926939.312500 Penalty: 4436.173340
	Iteration 19Q: 3 clusters Score -926939.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -926952.062500 Penalty: 4436.173340
	Iteration 20F: 3 clusters Score -926952.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -926960.812500 Penalty: 4436.173340
	Iteration 21Q: 3 clusters Score -926960.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -926971.875000 Penalty: 4436.173340
	Iteration 22Q: 3 clusters Score -926971.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -926976.250000 Penalty: 4436.173340
	Iteration 23Q: 3 clusters Score -926976.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -926980.250000 Penalty: 4436.173340
	Iteration 24Q: 3 clusters Score -926980.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -926991.812500 Penalty: 4436.173340
	Iteration 25Q: 3 clusters Score -926991.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -926994.312500 Penalty: 4436.173340
	Iteration 26Q: 3 clusters Score -926994.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -927000.562500 Penalty: 4436.173340
	Iteration 27Q: 3 clusters Score -927000.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -927005.187500 Penalty: 4436.173340
	Iteration 28Q: 3 clusters Score -927005.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -927012.062500 Penalty: 4436.173340
	Iteration 29Q: 3 clusters Score -927012.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -927017.375000 Penalty: 4436.173340
	Iteration 30Q: 3 clusters Score -927017.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -927026.312500 Penalty: 4436.173340
	Iteration 31Q: 3 clusters Score -927026.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -927033.312500 Penalty: 4436.173340
	Iteration 32Q: 3 clusters Score -927033.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -927042.875000 Penalty: 4436.173340
	Iteration 33Q: 3 clusters Score -927042.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -927049.062500 Penalty: 4436.173340
	Iteration 34Q: 3 clusters Score -927049.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -927057.062500 Penalty: 4436.173340
	Iteration 35Q: 3 clusters Score -927057.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -927061.937500 Penalty: 4436.173340
	Iteration 36Q: 3 clusters Score -927061.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -927069.375000 Penalty: 4436.173340
	Iteration 37Q: 3 clusters Score -927069.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -927072.062500 Penalty: 4436.173340
	Iteration 38Q: 3 clusters Score -927072.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -927082.062500 Penalty: 4436.173340
	Iteration 39Q: 3 clusters Score -927082.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -927089.687500 Penalty: 4436.173340
	Iteration 40F: 3 clusters Score -927089.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -927101.750000 Penalty: 4436.173340
	Iteration 41Q: 3 clusters Score -927101.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -927115.625000 Penalty: 4436.173340
	Iteration 42Q: 3 clusters Score -927115.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -927127.687500 Penalty: 4436.173340
	Iteration 43Q: 3 clusters Score -927127.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -927136.000000 Penalty: 4436.173340
	Iteration 44Q: 3 clusters Score -927136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -927146.812500 Penalty: 4436.173340
	Iteration 45Q: 3 clusters Score -927146.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -927151.500000 Penalty: 4436.173340
	Iteration 46Q: 3 clusters Score -927151.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -927154.375000 Penalty: 4436.173340
	Iteration 47Q: 3 clusters Score -927154.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -927161.000000 Penalty: 4436.173340
	Iteration 48Q: 3 clusters Score -927161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -927166.062500 Penalty: 4436.173340
	Iteration 49Q: 3 clusters Score -927166.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -927171.812500 Penalty: 4436.173340
	Iteration 50Q: 3 clusters Score -927171.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -927177.812500 Penalty: 4436.173340
	Iteration 51Q: 3 clusters Score -927177.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -927181.125000 Penalty: 4436.173340
	Iteration 52Q: 3 clusters Score -927181.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -927190.875000 Penalty: 4436.173340
	Iteration 53Q: 3 clusters Score -927190.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -927198.000000 Penalty: 4436.173340
	Iteration 54Q: 3 clusters Score -927198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -927205.812500 Penalty: 4436.173340
	Iteration 55Q: 3 clusters Score -927205.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -927213.562500 Penalty: 4436.173340
	Iteration 56Q: 3 clusters Score -927213.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -927221.812500 Penalty: 4436.173340
	Iteration 57Q: 3 clusters Score -927221.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -927226.187500 Penalty: 4436.173340
	Iteration 58Q: 3 clusters Score -927226.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -927229.750000 Penalty: 4436.173340
	Iteration 59Q: 3 clusters Score -927229.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -927232.187500 Penalty: 4436.173340
	Iteration 60F: 3 clusters Score -927232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -927232.312500 Penalty: 4436.173340
	Iteration 61Q: 3 clusters Score -927232.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -927236.375000 Penalty: 4436.173340
	Iteration 62Q: 3 clusters Score -927236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -927238.375000 Penalty: 4436.173340
	Iteration 63Q: 3 clusters Score -927238.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -927239.812500 Penalty: 4436.173340
	Iteration 64Q: 3 clusters Score -927239.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -927242.000000 Penalty: 4436.173340
	Iteration 65Q: 3 clusters Score -927242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -927243.500000 Penalty: 4436.173340
	Iteration 66Q: 3 clusters Score -927243.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -927245.812500 Penalty: 4436.173340
	Iteration 67Q: 3 clusters Score -927245.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -927254.750000 Penalty: 4436.173340
	Iteration 68Q: 3 clusters Score -927254.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -927260.062500 Penalty: 4436.173340
	Iteration 69Q: 3 clusters Score -927260.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -927269.937500 Penalty: 4436.173340
	Iteration 70Q: 3 clusters Score -927269.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -927275.625000 Penalty: 4436.173340
	Iteration 71Q: 3 clusters Score -927275.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -927283.187500 Penalty: 4436.173340
	Iteration 72Q: 3 clusters Score -927283.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -927290.375000 Penalty: 4436.173340
	Iteration 73Q: 3 clusters Score -927290.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -927295.312500 Penalty: 4436.173340
	Iteration 74Q: 3 clusters Score -927295.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -927303.875000 Penalty: 4436.173340
	Iteration 75Q: 3 clusters Score -927303.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -927311.625000 Penalty: 4436.173340
	Iteration 76Q: 3 clusters Score -927311.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -927327.187500 Penalty: 4436.173340
	Iteration 77Q: 3 clusters Score -927327.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -927343.875000 Penalty: 4436.173340
	Iteration 78Q: 3 clusters Score -927343.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -927350.500000 Penalty: 4436.173340
	Iteration 79Q: 3 clusters Score -927350.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -927357.312500 Penalty: 4436.173340
	Iteration 80F: 3 clusters Score -927357.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -927363.750000 Penalty: 4436.173340
	Iteration 81Q: 3 clusters Score -927363.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -927371.000000 Penalty: 4436.173340
	Iteration 82Q: 3 clusters Score -927371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -927384.625000 Penalty: 4436.173340
	Iteration 83Q: 3 clusters Score -927384.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -927395.125000 Penalty: 4436.173340
	Iteration 84Q: 3 clusters Score -927395.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -927401.062500 Penalty: 4436.173340
	Iteration 85Q: 3 clusters Score -927401.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -927412.125000 Penalty: 4436.173340
	Iteration 86Q: 3 clusters Score -927412.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -927420.375000 Penalty: 4436.173340
	Iteration 87Q: 3 clusters Score -927420.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -927432.250000 Penalty: 4436.173340
	Iteration 88Q: 3 clusters Score -927432.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -927437.125000 Penalty: 4436.173340
	Iteration 89Q: 3 clusters Score -927437.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -927443.500000 Penalty: 4436.173340
	Iteration 90Q: 3 clusters Score -927443.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -927450.812500 Penalty: 4436.173340
	Iteration 91Q: 3 clusters Score -927450.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -927456.000000 Penalty: 4436.173340
	Iteration 92Q: 3 clusters Score -927456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -927460.375000 Penalty: 4436.173340
	Iteration 93Q: 3 clusters Score -927460.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -927465.687500 Penalty: 4436.173340
	Iteration 94Q: 3 clusters Score -927465.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -927472.312500 Penalty: 4436.173340
	Iteration 95Q: 3 clusters Score -927472.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -927477.562500 Penalty: 4436.173340
	Iteration 96Q: 3 clusters Score -927477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -927479.312500 Penalty: 4436.173340
	Iteration 97Q: 3 clusters Score -927479.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -927482.062500 Penalty: 4436.173340
	Iteration 98Q: 3 clusters Score -927482.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -927487.812500 Penalty: 4436.173340
	Iteration 99Q: 3 clusters Score -927487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -927492.812500 Penalty: 4436.173340
	Iteration 100F: 3 clusters Score -927492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -927492.375000 Penalty: 4436.173340
	Iteration 101Q: 3 clusters Score -927492.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -927494.687500 Penalty: 4436.173340
	Iteration 102Q: 3 clusters Score -927494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -927498.812500 Penalty: 4436.173340
	Iteration 103Q: 3 clusters Score -927498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -927501.687500 Penalty: 4436.173340
	Iteration 104Q: 3 clusters Score -927501.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -927504.125000 Penalty: 4436.173340
	Iteration 105Q: 3 clusters Score -927504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -927509.750000 Penalty: 4436.173340
	Iteration 106Q: 3 clusters Score -927509.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -927517.437500 Penalty: 4436.173340
	Iteration 107Q: 3 clusters Score -927517.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -927527.125000 Penalty: 4436.173340
	Iteration 108Q: 3 clusters Score -927527.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -927535.875000 Penalty: 4436.173340
	Iteration 109Q: 3 clusters Score -927535.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -927538.562500 Penalty: 4436.173340
	Iteration 110Q: 3 clusters Score -927538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -927539.187500 Penalty: 4436.173340
	Iteration 111Q: 3 clusters Score -927539.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -927543.187500 Penalty: 4436.173340
	Iteration 112Q: 3 clusters Score -927543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -927544.375000 Penalty: 4436.173340
	Iteration 113Q: 3 clusters Score -927544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -927548.625000 Penalty: 4436.173340
	Iteration 114Q: 3 clusters Score -927548.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -927551.000000 Penalty: 4436.173340
	Iteration 115Q: 3 clusters Score -927551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -927552.625000 Penalty: 4436.173340
	Iteration 116Q: 3 clusters Score -927552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -927553.187500 Penalty: 4436.173340
	Iteration 117Q: 3 clusters Score -927553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -927555.250000 Penalty: 4436.173340
	Iteration 118Q: 3 clusters Score -927555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -927555.250000 Penalty: 4436.173340
	Iteration 119F: 3 clusters Score -927555.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Entering Unmasked Estep 
Score: -2723898.000000 Penalty: 2478.118652
	Iteration 0F: 2 clusters Score -2723898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2708570.750000 Penalty: 4956.237305
	Iteration 0F: 3 clusters Score -2708571 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2713959.250000 Penalty: 4956.237305
	Iteration 1F: 3 clusters Score -2713959 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2714623.500000 Penalty: 4956.237305
	Iteration 2F: 3 clusters Score -2714624 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2715253.500000 Penalty: 4956.237305
	Iteration 3F: 3 clusters Score -2715254 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2715852.750000 Penalty: 4956.237305
	Iteration 4F: 3 clusters Score -2715853 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2716357.500000 Penalty: 4956.237305
	Iteration 5F: 3 clusters Score -2716358 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2716857.750000 Penalty: 4956.237305
	Iteration 6Q: 3 clusters Score -2716858 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2717385.750000 Penalty: 4956.237305
	Iteration 7Q: 3 clusters Score -2717386 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2717862.000000 Penalty: 4956.237305
	Iteration 8Q: 3 clusters Score -2717862 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2718330.750000 Penalty: 4956.237305
	Iteration 9Q: 3 clusters Score -2718331 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2718809.500000 Penalty: 4956.237305
	Iteration 10Q: 3 clusters Score -2718810 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2719233.500000 Penalty: 4956.237305
	Iteration 11Q: 3 clusters Score -2719234 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2719582.750000 Penalty: 4956.237305
	Iteration 12Q: 3 clusters Score -2719583 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2719872.250000 Penalty: 4956.237305
	Iteration 13Q: 3 clusters Score -2719872 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2720089.250000 Penalty: 4956.237305
	Iteration 14Q: 3 clusters Score -2720089 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2720264.750000 Penalty: 4956.237305
	Iteration 15Q: 3 clusters Score -2720265 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2720409.500000 Penalty: 4956.237305
	Iteration 16Q: 3 clusters Score -2720410 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2720557.500000 Penalty: 4956.237305
	Iteration 17Q: 3 clusters Score -2720558 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2720704.250000 Penalty: 4956.237305
	Iteration 18Q: 3 clusters Score -2720704 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2720835.500000 Penalty: 4956.237305
	Iteration 19Q: 3 clusters Score -2720836 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2720946.000000 Penalty: 4956.237305
	Iteration 20F: 3 clusters Score -2720946 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2721051.250000 Penalty: 4956.237305
	Iteration 21Q: 3 clusters Score -2721051 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2721160.750000 Penalty: 4956.237305
	Iteration 22Q: 3 clusters Score -2721161 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2721254.000000 Penalty: 4956.237305
	Iteration 23Q: 3 clusters Score -2721254 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2721322.500000 Penalty: 4956.237305
	Iteration 24Q: 3 clusters Score -2721322 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2721400.250000 Penalty: 4956.237305
	Iteration 25Q: 3 clusters Score -2721400 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2721468.750000 Penalty: 4956.237305
	Iteration 26Q: 3 clusters Score -2721469 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2721531.000000 Penalty: 4956.237305
	Iteration 27Q: 3 clusters Score -2721531 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2721591.250000 Penalty: 4956.237305
	Iteration 28Q: 3 clusters Score -2721591 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2721646.250000 Penalty: 4956.237305
	Iteration 29Q: 3 clusters Score -2721646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2721694.000000 Penalty: 4956.237305
	Iteration 30Q: 3 clusters Score -2721694 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2721741.250000 Penalty: 4956.237305
	Iteration 31Q: 3 clusters Score -2721741 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2721794.250000 Penalty: 4956.237305
	Iteration 32Q: 3 clusters Score -2721794 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2721846.750000 Penalty: 4956.237305
	Iteration 33Q: 3 clusters Score -2721847 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2721877.000000 Penalty: 4956.237305
	Iteration 34Q: 3 clusters Score -2721877 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2721929.500000 Penalty: 4956.237305
	Iteration 35Q: 3 clusters Score -2721930 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2721981.500000 Penalty: 4956.237305
	Iteration 36Q: 3 clusters Score -2721982 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2722017.000000 Penalty: 4956.237305
	Iteration 37Q: 3 clusters Score -2722017 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2722055.000000 Penalty: 4956.237305
	Iteration 38Q: 3 clusters Score -2722055 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2722091.500000 Penalty: 4956.237305
	Iteration 39Q: 3 clusters Score -2722092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2722104.000000 Penalty: 4956.237305
	Iteration 40F: 3 clusters Score -2722104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2722121.250000 Penalty: 4956.237305
	Iteration 41Q: 3 clusters Score -2722121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2722126.500000 Penalty: 4956.237305
	Iteration 42Q: 3 clusters Score -2722126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2722138.500000 Penalty: 4956.237305
	Iteration 43Q: 3 clusters Score -2722138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2722148.000000 Penalty: 4956.237305
	Iteration 44Q: 3 clusters Score -2722148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2722165.500000 Penalty: 4956.237305
	Iteration 45Q: 3 clusters Score -2722166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2722166.000000 Penalty: 4956.237305
	Iteration 46Q: 3 clusters Score -2722166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2722179.000000 Penalty: 4956.237305
	Iteration 47Q: 3 clusters Score -2722179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2722203.250000 Penalty: 4956.237305
	Iteration 48Q: 3 clusters Score -2722203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2722223.000000 Penalty: 4956.237305
	Iteration 49Q: 3 clusters Score -2722223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2722233.500000 Penalty: 4956.237305
	Iteration 50Q: 3 clusters Score -2722234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2722256.500000 Penalty: 4956.237305
	Iteration 51Q: 3 clusters Score -2722256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2722290.500000 Penalty: 4956.237305
	Iteration 52Q: 3 clusters Score -2722290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2722309.000000 Penalty: 4956.237305
	Iteration 53Q: 3 clusters Score -2722309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2722328.000000 Penalty: 4956.237305
	Iteration 54Q: 3 clusters Score -2722328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2722346.250000 Penalty: 4956.237305
	Iteration 55Q: 3 clusters Score -2722346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2722363.000000 Penalty: 4956.237305
	Iteration 56Q: 3 clusters Score -2722363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2722380.250000 Penalty: 4956.237305
	Iteration 57Q: 3 clusters Score -2722380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2722396.250000 Penalty: 4956.237305
	Iteration 58Q: 3 clusters Score -2722396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2722412.250000 Penalty: 4956.237305
	Iteration 59Q: 3 clusters Score -2722412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2722422.250000 Penalty: 4956.237305
	Iteration 60F: 3 clusters Score -2722422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2722422.500000 Penalty: 4956.237305
	Iteration 61Q: 3 clusters Score -2722422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2722432.500000 Penalty: 4956.237305
	Iteration 62Q: 3 clusters Score -2722432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2722435.250000 Penalty: 4956.237305
	Iteration 63Q: 3 clusters Score -2722435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2722435.250000 Penalty: 4956.237305
	Iteration 64Q: 3 clusters Score -2722435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2722443.000000 Penalty: 4956.237305
	Iteration 65Q: 3 clusters Score -2722443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2722443.750000 Penalty: 4956.237305
	Iteration 66Q: 3 clusters Score -2722444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2722442.250000 Penalty: 4956.237305
	Iteration 67Q: 3 clusters Score -2722442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2722448.500000 Penalty: 4956.237305
	Iteration 68Q: 3 clusters Score -2722448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2722450.250000 Penalty: 4956.237305
	Iteration 69Q: 3 clusters Score -2722450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2722452.000000 Penalty: 4956.237305
	Iteration 70Q: 3 clusters Score -2722452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2722455.500000 Penalty: 4956.237305
	Iteration 71Q: 3 clusters Score -2722456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2722459.000000 Penalty: 4956.237305
	Iteration 72Q: 3 clusters Score -2722459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2722456.500000 Penalty: 4956.237305
	Iteration 73Q: 3 clusters Score -2722456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2722461.750000 Penalty: 4956.237305
	Iteration 74Q: 3 clusters Score -2722462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2722467.250000 Penalty: 4956.237305
	Iteration 75Q: 3 clusters Score -2722467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2722466.750000 Penalty: 4956.237305
	Iteration 76Q: 3 clusters Score -2722467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2722470.500000 Penalty: 4956.237305
	Iteration 77Q: 3 clusters Score -2722470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2722473.750000 Penalty: 4956.237305
	Iteration 78Q: 3 clusters Score -2722474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2722470.000000 Penalty: 4956.237305
	Iteration 79Q: 3 clusters Score -2722470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2722469.500000 Penalty: 4956.237305
	Iteration 80F: 3 clusters Score -2722470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2722476.250000 Penalty: 4956.237305
	Iteration 81Q: 3 clusters Score -2722476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2722477.250000 Penalty: 4956.237305
	Iteration 82Q: 3 clusters Score -2722477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2722478.500000 Penalty: 4956.237305
	Iteration 83Q: 3 clusters Score -2722478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2722482.250000 Penalty: 4956.237305
	Iteration 84Q: 3 clusters Score -2722482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2722483.000000 Penalty: 4956.237305
	Iteration 85Q: 3 clusters Score -2722483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2722483.500000 Penalty: 4956.237305
	Iteration 86Q: 3 clusters Score -2722484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2722485.250000 Penalty: 4956.237305
	Iteration 87Q: 3 clusters Score -2722485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2722487.750000 Penalty: 4956.237305
	Iteration 88Q: 3 clusters Score -2722488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2722494.250000 Penalty: 4956.237305
	Iteration 89Q: 3 clusters Score -2722494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2722494.000000 Penalty: 4956.237305
	Iteration 90Q: 3 clusters Score -2722494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2722497.000000 Penalty: 4956.237305
	Iteration 91Q: 3 clusters Score -2722497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2722497.000000 Penalty: 4956.237305
	Iteration 92F: 3 clusters Score -2722497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (45362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Entering Unmasked Estep 
Score: -5499864.000000 Penalty: 2659.162598
	Iteration 0F: 2 clusters Score -5499864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -5469406.000000 Penalty: 5318.325195
	Iteration 0F: 3 clusters Score -5469406 nChanged 20767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -5481187.500000 Penalty: 5318.325195
	Iteration 1F: 3 clusters Score -5481188 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5482135.500000 Penalty: 5318.325195
	Iteration 2F: 3 clusters Score -5482136 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -5483048.500000 Penalty: 5318.325195
	Iteration 3Q: 3 clusters Score -5483048 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -5483952.500000 Penalty: 5318.325195
	Iteration 4Q: 3 clusters Score -5483952 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -5484843.500000 Penalty: 5318.325195
	Iteration 5Q: 3 clusters Score -5484844 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -5485814.000000 Penalty: 5318.325195
	Iteration 6Q: 3 clusters Score -5485814 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -5486834.000000 Penalty: 5318.325195
	Iteration 7Q: 3 clusters Score -5486834 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -5487792.500000 Penalty: 5318.325195
	Iteration 8Q: 3 clusters Score -5487792 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -5488485.000000 Penalty: 5318.325195
	Iteration 9Q: 3 clusters Score -5488485 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -5489116.000000 Penalty: 5318.325195
	Iteration 10Q: 3 clusters Score -5489116 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -5489604.000000 Penalty: 5318.325195
	Iteration 11Q: 3 clusters Score -5489604 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -5490112.500000 Penalty: 5318.325195
	Iteration 12Q: 3 clusters Score -5490112 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -5490621.500000 Penalty: 5318.325195
	Iteration 13Q: 3 clusters Score -5490622 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -5491070.500000 Penalty: 5318.325195
	Iteration 14Q: 3 clusters Score -5491070 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -5491566.500000 Penalty: 5318.325195
	Iteration 15Q: 3 clusters Score -5491566 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -5492138.000000 Penalty: 5318.325195
	Iteration 16Q: 3 clusters Score -5492138 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -5492693.000000 Penalty: 5318.325195
	Iteration 17Q: 3 clusters Score -5492693 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -5493265.500000 Penalty: 5318.325195
	Iteration 18Q: 3 clusters Score -5493266 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -5493883.000000 Penalty: 5318.325195
	Iteration 19Q: 3 clusters Score -5493883 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -5494486.000000 Penalty: 5318.325195
	Iteration 20F: 3 clusters Score -5494486 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -5495098.500000 Penalty: 5318.325195
	Iteration 21Q: 3 clusters Score -5495098 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -5495686.000000 Penalty: 5318.325195
	Iteration 22Q: 3 clusters Score -5495686 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -5496216.500000 Penalty: 5318.325195
	Iteration 23Q: 3 clusters Score -5496216 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -5496718.500000 Penalty: 5318.325195
	Iteration 24Q: 3 clusters Score -5496718 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -5497180.500000 Penalty: 5318.325195
	Iteration 25Q: 3 clusters Score -5497180 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -5497451.000000 Penalty: 5318.325195
	Iteration 26Q: 3 clusters Score -5497451 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -5497726.000000 Penalty: 5318.325195
	Iteration 27Q: 3 clusters Score -5497726 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -5497880.000000 Penalty: 5318.325195
	Iteration 28Q: 3 clusters Score -5497880 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -5497997.000000 Penalty: 5318.325195
	Iteration 29Q: 3 clusters Score -5497997 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -5498111.000000 Penalty: 5318.325195
	Iteration 30Q: 3 clusters Score -5498111 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -5498187.000000 Penalty: 5318.325195
	Iteration 31Q: 3 clusters Score -5498187 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -5498235.000000 Penalty: 5318.325195
	Iteration 32Q: 3 clusters Score -5498235 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -5498268.500000 Penalty: 5318.325195
	Iteration 33Q: 3 clusters Score -5498268 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -5498298.000000 Penalty: 5318.325195
	Iteration 34Q: 3 clusters Score -5498298 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -5498322.500000 Penalty: 5318.325195
	Iteration 35Q: 3 clusters Score -5498322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -5498345.500000 Penalty: 5318.325195
	Iteration 36Q: 3 clusters Score -5498346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -5498370.000000 Penalty: 5318.325195
	Iteration 37Q: 3 clusters Score -5498370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -5498377.000000 Penalty: 5318.325195
	Iteration 38Q: 3 clusters Score -5498377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -5498387.500000 Penalty: 5318.325195
	Iteration 39Q: 3 clusters Score -5498388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -5498387.500000 Penalty: 5318.325195
	Iteration 40F: 3 clusters Score -5498388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -5498405.500000 Penalty: 5318.325195
	Iteration 41Q: 3 clusters Score -5498406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -5498402.000000 Penalty: 5318.325195
	Iteration 42Q: 3 clusters Score -5498402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -5498413.500000 Penalty: 5318.325195
	Iteration 43Q: 3 clusters Score -5498414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -5498414.500000 Penalty: 5318.325195
	Iteration 44Q: 3 clusters Score -5498414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -5498418.500000 Penalty: 5318.325195
	Iteration 45Q: 3 clusters Score -5498418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -5498422.500000 Penalty: 5318.325195
	Iteration 46Q: 3 clusters Score -5498422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -5498424.500000 Penalty: 5318.325195
	Iteration 47Q: 3 clusters Score -5498424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -5498435.000000 Penalty: 5318.325195
	Iteration 48Q: 3 clusters Score -5498435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -5498442.500000 Penalty: 5318.325195
	Iteration 49Q: 3 clusters Score -5498442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -5498443.000000 Penalty: 5318.325195
	Iteration 50Q: 3 clusters Score -5498443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -5498455.000000 Penalty: 5318.325195
	Iteration 51Q: 3 clusters Score -5498455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -5498459.000000 Penalty: 5318.325195
	Iteration 52Q: 3 clusters Score -5498459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -5498461.000000 Penalty: 5318.325195
	Iteration 53Q: 3 clusters Score -5498461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -5498474.000000 Penalty: 5318.325195
	Iteration 54Q: 3 clusters Score -5498474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -5498486.000000 Penalty: 5318.325195
	Iteration 55Q: 3 clusters Score -5498486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -5498487.000000 Penalty: 5318.325195
	Iteration 56Q: 3 clusters Score -5498487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -5498485.500000 Penalty: 5318.325195
	Iteration 57Q: 3 clusters Score -5498486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -5498487.000000 Penalty: 5318.325195
	Iteration 58Q: 3 clusters Score -5498487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -5498488.000000 Penalty: 5318.325195
	Iteration 59Q: 3 clusters Score -5498488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -5498492.500000 Penalty: 5318.325195
	Iteration 60F: 3 clusters Score -5498492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -5498496.500000 Penalty: 5318.325195
	Iteration 61Q: 3 clusters Score -5498496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -5498491.000000 Penalty: 5318.325195
	Iteration 62Q: 3 clusters Score -5498491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -5498489.500000 Penalty: 5318.325195
	Iteration 63Q: 3 clusters Score -5498490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -5498498.500000 Penalty: 5318.325195
	Iteration 64Q: 3 clusters Score -5498498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -5498498.000000 Penalty: 5318.325195
	Iteration 65Q: 3 clusters Score -5498498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -5498503.500000 Penalty: 5318.325195
	Iteration 66Q: 3 clusters Score -5498504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -5498511.000000 Penalty: 5318.325195
	Iteration 67Q: 3 clusters Score -5498511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -5498517.000000 Penalty: 5318.325195
	Iteration 68Q: 3 clusters Score -5498517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -5498515.500000 Penalty: 5318.325195
	Iteration 69Q: 3 clusters Score -5498516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -5498520.000000 Penalty: 5318.325195
	Iteration 70Q: 3 clusters Score -5498520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -5498537.000000 Penalty: 5318.325195
	Iteration 71Q: 3 clusters Score -5498537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -5498541.500000 Penalty: 5318.325195
	Iteration 72Q: 3 clusters Score -5498542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -5498550.000000 Penalty: 5318.325195
	Iteration 73Q: 3 clusters Score -5498550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5498557.000000 Penalty: 5318.325195
	Iteration 74Q: 3 clusters Score -5498557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -5498565.500000 Penalty: 5318.325195
	Iteration 75Q: 3 clusters Score -5498566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -5498577.500000 Penalty: 5318.325195
	Iteration 76Q: 3 clusters Score -5498578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -5498583.000000 Penalty: 5318.325195
	Iteration 77Q: 3 clusters Score -5498583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -5498598.000000 Penalty: 5318.325195
	Iteration 78Q: 3 clusters Score -5498598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -5498602.500000 Penalty: 5318.325195
	Iteration 79Q: 3 clusters Score -5498602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -5498608.000000 Penalty: 5318.325195
	Iteration 80F: 3 clusters Score -5498608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -5498609.000000 Penalty: 5318.325195
	Iteration 81Q: 3 clusters Score -5498609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -5498613.000000 Penalty: 5318.325195
	Iteration 82Q: 3 clusters Score -5498613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -5498617.000000 Penalty: 5318.325195
	Iteration 83Q: 3 clusters Score -5498617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -5498619.500000 Penalty: 5318.325195
	Iteration 84Q: 3 clusters Score -5498620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -5498619.000000 Penalty: 5318.325195
	Iteration 85Q: 3 clusters Score -5498619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -5498622.500000 Penalty: 5318.325195
	Iteration 86Q: 3 clusters Score -5498622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -5498623.000000 Penalty: 5318.325195
	Iteration 87Q: 3 clusters Score -5498623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -5498625.500000 Penalty: 5318.325195
	Iteration 88Q: 3 clusters Score -5498626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -5498625.500000 Penalty: 5318.325195
	Iteration 89F: 3 clusters Score -5498626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -68956.890625 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -68956.89 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: -67374.578125 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -67374.58 nChanged 152
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: -67754.648438 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -67754.65 nChanged 54
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: -68081.226562 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -68081.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68364.273438 Penalty: 3207.207764
	Iteration 3F: 3 clusters Score -68364.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68565.882812 Penalty: 3207.207764
	Iteration 4F: 3 clusters Score -68565.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68723.531250 Penalty: 3207.207764
	Iteration 5F: 3 clusters Score -68723.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -68820.242188 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -68820.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -68941.726562 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -68941.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -68961.726562 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -68961.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68964.882812 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -68964.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68964.882812 Penalty: 3207.207764
	Iteration 10F: 3 clusters Score -68964.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 13047 members 
Mstep: Class 3 contains 141063 members 
Mstep: Class 4 contains 108894 members 
Mstep: Class 5 contains 29698 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 43365 members 
Mstep: Class 9 contains 35138 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 11976 members 
Mstep: Class 12 contains 54582 members 
Mstep: Class 13 contains 11805 members 
Mstep: Class 14 contains 108045 members 
Mstep: Class 15 contains 155613 members 
Mstep: Class 16 contains 79096 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 6767 members 
Mstep: Class 19 contains 213368 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 21860 members 
Mstep: Class 22 contains 45362 members 
Mstep: Class 23 contains 157 members 
Mstep: Class 24 contains 11286 members 
Mstep: Class 25 contains 15556 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 24149 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 486 members 
Entering Unmasked Estep 
Score: -157738000.000000 Penalty: 101055.156250
Splitting cluster 23 changes total score from -157739744.000000 to -157738000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (11286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Entering Unmasked Estep 
Score: -1296525.000000 Penalty: 2314.166748
	Iteration 0F: 2 clusters Score -1296525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1288149.500000 Penalty: 4628.333496
	Iteration 0F: 3 clusters Score -1288150 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1291118.625000 Penalty: 4628.333496
	Iteration 1F: 3 clusters Score -1291119 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1291707.375000 Penalty: 4628.333496
	Iteration 2F: 3 clusters Score -1291707 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1292158.125000 Penalty: 4628.333496
	Iteration 3F: 3 clusters Score -1292158 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1292561.500000 Penalty: 4628.333496
	Iteration 4F: 3 clusters Score -1292562 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1293028.875000 Penalty: 4628.333496
	Iteration 5F: 3 clusters Score -1293029 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1293440.000000 Penalty: 4628.333496
	Iteration 6F: 3 clusters Score -1293440 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1293820.875000 Penalty: 4628.333496
	Iteration 7Q: 3 clusters Score -1293821 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1294151.000000 Penalty: 4628.333496
	Iteration 8Q: 3 clusters Score -1294151 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1294427.875000 Penalty: 4628.333496
	Iteration 9Q: 3 clusters Score -1294428 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1294718.750000 Penalty: 4628.333496
	Iteration 10Q: 3 clusters Score -1294719 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1295026.875000 Penalty: 4628.333496
	Iteration 11Q: 3 clusters Score -1295027 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1295387.125000 Penalty: 4628.333496
	Iteration 12Q: 3 clusters Score -1295387 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1295827.125000 Penalty: 4628.333496
	Iteration 13Q: 3 clusters Score -1295827 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1296204.875000 Penalty: 4628.333496
	Iteration 14Q: 3 clusters Score -1296205 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1296533.000000 Penalty: 4628.333496
	Iteration 15Q: 3 clusters Score -1296533 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1296770.625000 Penalty: 4628.333496
	Iteration 16Q: 3 clusters Score -1296771 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1296926.250000 Penalty: 4628.333496
	Iteration 17Q: 3 clusters Score -1296926 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1297047.875000 Penalty: 4628.333496
	Iteration 18Q: 3 clusters Score -1297048 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1297157.500000 Penalty: 4628.333496
	Iteration 19Q: 3 clusters Score -1297158 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1297268.125000 Penalty: 4628.333496
	Iteration 20F: 3 clusters Score -1297268 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1297349.875000 Penalty: 4628.333496
	Iteration 21Q: 3 clusters Score -1297350 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1297406.375000 Penalty: 4628.333496
	Iteration 22Q: 3 clusters Score -1297406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1297442.375000 Penalty: 4628.333496
	Iteration 23Q: 3 clusters Score -1297442 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1297475.125000 Penalty: 4628.333496
	Iteration 24Q: 3 clusters Score -1297475 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1297511.375000 Penalty: 4628.333496
	Iteration 25Q: 3 clusters Score -1297511 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1297549.625000 Penalty: 4628.333496
	Iteration 26Q: 3 clusters Score -1297550 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1297582.375000 Penalty: 4628.333496
	Iteration 27Q: 3 clusters Score -1297582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1297622.375000 Penalty: 4628.333496
	Iteration 28Q: 3 clusters Score -1297622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1297645.375000 Penalty: 4628.333496
	Iteration 29Q: 3 clusters Score -1297645 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1297669.875000 Penalty: 4628.333496
	Iteration 30Q: 3 clusters Score -1297670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1297703.375000 Penalty: 4628.333496
	Iteration 31Q: 3 clusters Score -1297703 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1297734.250000 Penalty: 4628.333496
	Iteration 32Q: 3 clusters Score -1297734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1297757.625000 Penalty: 4628.333496
	Iteration 33Q: 3 clusters Score -1297758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1297774.750000 Penalty: 4628.333496
	Iteration 34Q: 3 clusters Score -1297775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1297794.125000 Penalty: 4628.333496
	Iteration 35Q: 3 clusters Score -1297794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1297816.125000 Penalty: 4628.333496
	Iteration 36Q: 3 clusters Score -1297816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1297840.375000 Penalty: 4628.333496
	Iteration 37Q: 3 clusters Score -1297840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1297877.625000 Penalty: 4628.333496
	Iteration 38Q: 3 clusters Score -1297878 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1297940.125000 Penalty: 4628.333496
	Iteration 39Q: 3 clusters Score -1297940 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1298049.750000 Penalty: 4628.333496
	Iteration 40F: 3 clusters Score -1298050 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1298265.375000 Penalty: 4628.333496
	Iteration 41Q: 3 clusters Score -1298265 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1298532.000000 Penalty: 4628.333496
	Iteration 42Q: 3 clusters Score -1298532 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1298701.875000 Penalty: 4628.333496
	Iteration 43Q: 3 clusters Score -1298702 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1298783.250000 Penalty: 4628.333496
	Iteration 44Q: 3 clusters Score -1298783 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1298836.125000 Penalty: 4628.333496
	Iteration 45Q: 3 clusters Score -1298836 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1298862.000000 Penalty: 4628.333496
	Iteration 46Q: 3 clusters Score -1298862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1298877.000000 Penalty: 4628.333496
	Iteration 47Q: 3 clusters Score -1298877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1298888.125000 Penalty: 4628.333496
	Iteration 48Q: 3 clusters Score -1298888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1298896.500000 Penalty: 4628.333496
	Iteration 49Q: 3 clusters Score -1298896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1298902.125000 Penalty: 4628.333496
	Iteration 50Q: 3 clusters Score -1298902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1298901.375000 Penalty: 4628.333496
	Iteration 51Q: 3 clusters Score -1298901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1298902.375000 Penalty: 4628.333496
	Iteration 52Q: 3 clusters Score -1298902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1298902.000000 Penalty: 4628.333496
	Iteration 53Q: 3 clusters Score -1298902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1298906.125000 Penalty: 4628.333496
	Iteration 54Q: 3 clusters Score -1298906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1298901.625000 Penalty: 4628.333496
	Iteration 55Q: 3 clusters Score -1298902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1298903.625000 Penalty: 4628.333496
	Iteration 56Q: 3 clusters Score -1298904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1298906.125000 Penalty: 4628.333496
	Iteration 57Q: 3 clusters Score -1298906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1298907.625000 Penalty: 4628.333496
	Iteration 58Q: 3 clusters Score -1298908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1298909.750000 Penalty: 4628.333496
	Iteration 59Q: 3 clusters Score -1298910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1298910.625000 Penalty: 4628.333496
	Iteration 60F: 3 clusters Score -1298911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1298911.500000 Penalty: 4628.333496
	Iteration 61Q: 3 clusters Score -1298912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1298910.750000 Penalty: 4628.333496
	Iteration 62Q: 3 clusters Score -1298911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1298909.125000 Penalty: 4628.333496
	Iteration 63Q: 3 clusters Score -1298909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1298909.125000 Penalty: 4628.333496
	Iteration 64F: 3 clusters Score -1298909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 13047 members 
Mstep: Class 3 contains 141063 members 
Mstep: Class 4 contains 108894 members 
Mstep: Class 5 contains 29698 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 43365 members 
Mstep: Class 9 contains 35138 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 11976 members 
Mstep: Class 12 contains 54582 members 
Mstep: Class 13 contains 11805 members 
Mstep: Class 14 contains 108045 members 
Mstep: Class 15 contains 155613 members 
Mstep: Class 16 contains 79096 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 6767 members 
Mstep: Class 19 contains 213368 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 21860 members 
Mstep: Class 22 contains 45362 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 4296 members 
Mstep: Class 25 contains 15556 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 24149 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 6990 members 
Entering Unmasked Estep 
Score: -157740688.000000 Penalty: 101055.156250
Splitting cluster 24 changes total score from -157739744.000000 to -157740688.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 25 (15556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Entering Unmasked Estep 
Score: -1951573.250000 Penalty: 2393.746094
	Iteration 0F: 2 clusters Score -1951573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1940545.375000 Penalty: 4787.492188
	Iteration 0F: 3 clusters Score -1940545 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1944103.125000 Penalty: 4787.492188
	Iteration 1F: 3 clusters Score -1944103 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1944646.750000 Penalty: 4787.492188
	Iteration 2F: 3 clusters Score -1944647 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1945075.875000 Penalty: 4787.492188
	Iteration 3F: 3 clusters Score -1945076 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1945423.375000 Penalty: 4787.492188
	Iteration 4Q: 3 clusters Score -1945423 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1945753.750000 Penalty: 4787.492188
	Iteration 5Q: 3 clusters Score -1945754 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1946108.125000 Penalty: 4787.492188
	Iteration 6Q: 3 clusters Score -1946108 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1946439.375000 Penalty: 4787.492188
	Iteration 7Q: 3 clusters Score -1946439 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1946756.500000 Penalty: 4787.492188
	Iteration 8Q: 3 clusters Score -1946756 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1947100.375000 Penalty: 4787.492188
	Iteration 9Q: 3 clusters Score -1947100 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1947439.250000 Penalty: 4787.492188
	Iteration 10Q: 3 clusters Score -1947439 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1947799.375000 Penalty: 4787.492188
	Iteration 11Q: 3 clusters Score -1947799 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1948128.250000 Penalty: 4787.492188
	Iteration 12Q: 3 clusters Score -1948128 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1948388.500000 Penalty: 4787.492188
	Iteration 13Q: 3 clusters Score -1948388 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1948597.750000 Penalty: 4787.492188
	Iteration 14Q: 3 clusters Score -1948598 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1948749.125000 Penalty: 4787.492188
	Iteration 15Q: 3 clusters Score -1948749 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1948856.375000 Penalty: 4787.492188
	Iteration 16Q: 3 clusters Score -1948856 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1948943.625000 Penalty: 4787.492188
	Iteration 17Q: 3 clusters Score -1948944 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1949018.625000 Penalty: 4787.492188
	Iteration 18Q: 3 clusters Score -1949019 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1949079.625000 Penalty: 4787.492188
	Iteration 19Q: 3 clusters Score -1949080 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1949150.875000 Penalty: 4787.492188
	Iteration 20F: 3 clusters Score -1949151 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1949252.000000 Penalty: 4787.492188
	Iteration 21Q: 3 clusters Score -1949252 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1949374.375000 Penalty: 4787.492188
	Iteration 22Q: 3 clusters Score -1949374 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1949498.000000 Penalty: 4787.492188
	Iteration 23Q: 3 clusters Score -1949498 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1949664.875000 Penalty: 4787.492188
	Iteration 24Q: 3 clusters Score -1949665 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1949867.625000 Penalty: 4787.492188
	Iteration 25Q: 3 clusters Score -1949868 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1950084.500000 Penalty: 4787.492188
	Iteration 26Q: 3 clusters Score -1950084 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1950301.000000 Penalty: 4787.492188
	Iteration 27Q: 3 clusters Score -1950301 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1950468.750000 Penalty: 4787.492188
	Iteration 28Q: 3 clusters Score -1950469 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1950584.500000 Penalty: 4787.492188
	Iteration 29Q: 3 clusters Score -1950584 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1950672.125000 Penalty: 4787.492188
	Iteration 30Q: 3 clusters Score -1950672 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1950727.875000 Penalty: 4787.492188
	Iteration 31Q: 3 clusters Score -1950728 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1950784.625000 Penalty: 4787.492188
	Iteration 32Q: 3 clusters Score -1950785 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1950830.375000 Penalty: 4787.492188
	Iteration 33Q: 3 clusters Score -1950830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1950865.500000 Penalty: 4787.492188
	Iteration 34Q: 3 clusters Score -1950866 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1950883.750000 Penalty: 4787.492188
	Iteration 35Q: 3 clusters Score -1950884 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1950903.125000 Penalty: 4787.492188
	Iteration 36Q: 3 clusters Score -1950903 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1950909.875000 Penalty: 4787.492188
	Iteration 37Q: 3 clusters Score -1950910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1950913.500000 Penalty: 4787.492188
	Iteration 38Q: 3 clusters Score -1950914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1950925.250000 Penalty: 4787.492188
	Iteration 39Q: 3 clusters Score -1950925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1950944.750000 Penalty: 4787.492188
	Iteration 40F: 3 clusters Score -1950945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1950955.500000 Penalty: 4787.492188
	Iteration 41Q: 3 clusters Score -1950956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1950958.375000 Penalty: 4787.492188
	Iteration 42Q: 3 clusters Score -1950958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1950958.500000 Penalty: 4787.492188
	Iteration 43Q: 3 clusters Score -1950958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1950958.250000 Penalty: 4787.492188
	Iteration 44Q: 3 clusters Score -1950958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1950960.000000 Penalty: 4787.492188
	Iteration 45Q: 3 clusters Score -1950960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1950959.125000 Penalty: 4787.492188
	Iteration 46Q: 3 clusters Score -1950959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1950963.500000 Penalty: 4787.492188
	Iteration 47Q: 3 clusters Score -1950964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1950969.000000 Penalty: 4787.492188
	Iteration 48Q: 3 clusters Score -1950969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1950970.500000 Penalty: 4787.492188
	Iteration 49Q: 3 clusters Score -1950970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1950965.375000 Penalty: 4787.492188
	Iteration 50Q: 3 clusters Score -1950965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1950965.375000 Penalty: 4787.492188
	Iteration 51Q: 3 clusters Score -1950965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1950966.875000 Penalty: 4787.492188
	Iteration 52Q: 3 clusters Score -1950967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1950966.875000 Penalty: 4787.492188
	Iteration 53F: 3 clusters Score -1950967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -175304.156250 Penalty: 1808.330688
	Iteration 0F: 2 clusters Score -175304.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -173077.062500 Penalty: 3616.661377
	Iteration 0F: 3 clusters Score -173077.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -173501.640625 Penalty: 3616.661377
	Iteration 1F: 3 clusters Score -173501.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -173693.765625 Penalty: 3616.661377
	Iteration 2F: 3 clusters Score -173693.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -173834.265625 Penalty: 3616.661377
	Iteration 3F: 3 clusters Score -173834.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -173996.593750 Penalty: 3616.661377
	Iteration 4F: 3 clusters Score -173996.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -174223.859375 Penalty: 3616.661377
	Iteration 5F: 3 clusters Score -174223.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -174427.500000 Penalty: 3616.661377
	Iteration 6F: 3 clusters Score -174427.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -174570.625000 Penalty: 3616.661377
	Iteration 7F: 3 clusters Score -174570.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -174674.109375 Penalty: 3616.661377
	Iteration 8Q: 3 clusters Score -174674.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -174759.687500 Penalty: 3616.661377
	Iteration 9Q: 3 clusters Score -174759.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -174827.015625 Penalty: 3616.661377
	Iteration 10Q: 3 clusters Score -174827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -174855.750000 Penalty: 3616.661377
	Iteration 11Q: 3 clusters Score -174855.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -174875.375000 Penalty: 3616.661377
	Iteration 12Q: 3 clusters Score -174875.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -174896.171875 Penalty: 3616.661377
	Iteration 13Q: 3 clusters Score -174896.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -174918.515625 Penalty: 3616.661377
	Iteration 14Q: 3 clusters Score -174918.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -174940.031250 Penalty: 3616.661377
	Iteration 15Q: 3 clusters Score -174940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -174949.796875 Penalty: 3616.661377
	Iteration 16Q: 3 clusters Score -174949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -174963.281250 Penalty: 3616.661377
	Iteration 17Q: 3 clusters Score -174963.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -174977.296875 Penalty: 3616.661377
	Iteration 18Q: 3 clusters Score -174977.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -174988.578125 Penalty: 3616.661377
	Iteration 19Q: 3 clusters Score -174988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -174994.187500 Penalty: 3616.661377
	Iteration 20F: 3 clusters Score -174994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -174996.156250 Penalty: 3616.661377
	Iteration 21Q: 3 clusters Score -174996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -174996.312500 Penalty: 3616.661377
	Iteration 22Q: 3 clusters Score -174996.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -174996.312500 Penalty: 3616.661377
	Iteration 23F: 3 clusters Score -174996.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Entering Unmasked Estep 
Score: -2812751.750000 Penalty: 2502.815430
	Iteration 0F: 2 clusters Score -2812752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2795933.000000 Penalty: 5005.630859
	Iteration 0F: 3 clusters Score -2795933 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2802188.000000 Penalty: 5005.630859
	Iteration 1F: 3 clusters Score -2802188 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2803257.250000 Penalty: 5005.630859
	Iteration 2F: 3 clusters Score -2803257 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2804456.000000 Penalty: 5005.630859
	Iteration 3F: 3 clusters Score -2804456 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2805713.000000 Penalty: 5005.630859
	Iteration 4F: 3 clusters Score -2805713 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2807008.000000 Penalty: 5005.630859
	Iteration 5F: 3 clusters Score -2807008 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2808265.000000 Penalty: 5005.630859
	Iteration 6F: 3 clusters Score -2808265 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2809277.750000 Penalty: 5005.630859
	Iteration 7F: 3 clusters Score -2809278 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2810055.250000 Penalty: 5005.630859
	Iteration 8F: 3 clusters Score -2810055 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2810659.000000 Penalty: 5005.630859
	Iteration 9Q: 3 clusters Score -2810659 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2811078.250000 Penalty: 5005.630859
	Iteration 10Q: 3 clusters Score -2811078 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2811366.500000 Penalty: 5005.630859
	Iteration 11Q: 3 clusters Score -2811366 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2811615.500000 Penalty: 5005.630859
	Iteration 12Q: 3 clusters Score -2811616 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2811853.250000 Penalty: 5005.630859
	Iteration 13Q: 3 clusters Score -2811853 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2812048.750000 Penalty: 5005.630859
	Iteration 14Q: 3 clusters Score -2812049 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2812185.500000 Penalty: 5005.630859
	Iteration 15Q: 3 clusters Score -2812186 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2812314.500000 Penalty: 5005.630859
	Iteration 16Q: 3 clusters Score -2812314 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2812450.250000 Penalty: 5005.630859
	Iteration 17Q: 3 clusters Score -2812450 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2812532.500000 Penalty: 5005.630859
	Iteration 18Q: 3 clusters Score -2812532 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2812604.500000 Penalty: 5005.630859
	Iteration 19Q: 3 clusters Score -2812604 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2812657.750000 Penalty: 5005.630859
	Iteration 20F: 3 clusters Score -2812658 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2812695.500000 Penalty: 5005.630859
	Iteration 21Q: 3 clusters Score -2812696 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2812724.000000 Penalty: 5005.630859
	Iteration 22Q: 3 clusters Score -2812724 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2812752.000000 Penalty: 5005.630859
	Iteration 23Q: 3 clusters Score -2812752 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2812779.250000 Penalty: 5005.630859
	Iteration 24Q: 3 clusters Score -2812779 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2812797.000000 Penalty: 5005.630859
	Iteration 25Q: 3 clusters Score -2812797 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2812817.000000 Penalty: 5005.630859
	Iteration 26Q: 3 clusters Score -2812817 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2812832.000000 Penalty: 5005.630859
	Iteration 27Q: 3 clusters Score -2812832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2812840.250000 Penalty: 5005.630859
	Iteration 28Q: 3 clusters Score -2812840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2812856.750000 Penalty: 5005.630859
	Iteration 29Q: 3 clusters Score -2812857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2812860.500000 Penalty: 5005.630859
	Iteration 30Q: 3 clusters Score -2812860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2812868.000000 Penalty: 5005.630859
	Iteration 31Q: 3 clusters Score -2812868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2812870.500000 Penalty: 5005.630859
	Iteration 32Q: 3 clusters Score -2812870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2812866.000000 Penalty: 5005.630859
	Iteration 33Q: 3 clusters Score -2812866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2812869.500000 Penalty: 5005.630859
	Iteration 34Q: 3 clusters Score -2812870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2812869.750000 Penalty: 5005.630859
	Iteration 35Q: 3 clusters Score -2812870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2812868.750000 Penalty: 5005.630859
	Iteration 36Q: 3 clusters Score -2812869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2812876.000000 Penalty: 5005.630859
	Iteration 37Q: 3 clusters Score -2812876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2812881.250000 Penalty: 5005.630859
	Iteration 38Q: 3 clusters Score -2812881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2812880.250000 Penalty: 5005.630859
	Iteration 39Q: 3 clusters Score -2812880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2812886.750000 Penalty: 5005.630859
	Iteration 40F: 3 clusters Score -2812887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2812890.250000 Penalty: 5005.630859
	Iteration 41Q: 3 clusters Score -2812890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2812885.250000 Penalty: 5005.630859
	Iteration 42Q: 3 clusters Score -2812885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2812892.250000 Penalty: 5005.630859
	Iteration 43Q: 3 clusters Score -2812892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2812890.000000 Penalty: 5005.630859
	Iteration 44Q: 3 clusters Score -2812890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2812894.750000 Penalty: 5005.630859
	Iteration 45Q: 3 clusters Score -2812895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2812892.500000 Penalty: 5005.630859
	Iteration 46Q: 3 clusters Score -2812892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2812899.750000 Penalty: 5005.630859
	Iteration 47Q: 3 clusters Score -2812900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2812895.250000 Penalty: 5005.630859
	Iteration 48Q: 3 clusters Score -2812895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2812894.250000 Penalty: 5005.630859
	Iteration 49Q: 3 clusters Score -2812894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2812894.750000 Penalty: 5005.630859
	Iteration 50Q: 3 clusters Score -2812895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2812894.750000 Penalty: 5005.630859
	Iteration 51F: 3 clusters Score -2812895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 13047 members 
Mstep: Class 3 contains 141063 members 
Mstep: Class 4 contains 108894 members 
Mstep: Class 5 contains 29698 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 43365 members 
Mstep: Class 9 contains 35138 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 11976 members 
Mstep: Class 12 contains 54582 members 
Mstep: Class 13 contains 11805 members 
Mstep: Class 14 contains 108045 members 
Mstep: Class 15 contains 155613 members 
Mstep: Class 16 contains 79096 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 6767 members 
Mstep: Class 19 contains 213368 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 21860 members 
Mstep: Class 22 contains 45362 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 4296 members 
Mstep: Class 25 contains 15556 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 3487 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 6990 members 
Mstep: Class 30 contains 20662 members 
Entering Unmasked Estep 
Score: -157739808.000000 Penalty: 104539.820312
Splitting cluster 27 changes total score from -157739744.000000 to -157739808.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 28 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -92316.375000 Penalty: 1650.549194
	Iteration 0F: 2 clusters Score -92316.38 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 374 members 
Entering Unmasked Estep 
Score: -90582.468750 Penalty: 3301.098389
	Iteration 0F: 3 clusters Score -90582.47 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90801.851562 Penalty: 3301.098389
	Iteration 1F: 3 clusters Score -90801.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90859.937500 Penalty: 3301.098389
	Iteration 2F: 3 clusters Score -90859.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90881.687500 Penalty: 3301.098389
	Iteration 3Q: 3 clusters Score -90881.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90886.734375 Penalty: 3301.098389
	Iteration 4Q: 3 clusters Score -90886.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90891.078125 Penalty: 3301.098389
	Iteration 5Q: 3 clusters Score -90891.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90892.945312 Penalty: 3301.098389
	Iteration 6Q: 3 clusters Score -90892.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90892.945312 Penalty: 3301.098389
	Iteration 7F: 3 clusters Score -90892.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 13047 members 
Mstep: Class 3 contains 141063 members 
Mstep: Class 4 contains 108894 members 
Mstep: Class 5 contains 29698 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 43365 members 
Mstep: Class 9 contains 35138 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 11976 members 
Mstep: Class 12 contains 54582 members 
Mstep: Class 13 contains 11805 members 
Mstep: Class 14 contains 108045 members 
Mstep: Class 15 contains 155613 members 
Mstep: Class 16 contains 79096 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 6767 members 
Mstep: Class 19 contains 213368 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 21860 members 
Mstep: Class 22 contains 45362 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 4296 members 
Mstep: Class 25 contains 15556 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 3487 members 
Mstep: Class 28 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742128.000000 Penalty: 104539.820312
Iteration 119Q: 31 clusters Score -1.577421e+08 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 13159 members 
Mstep: Class 3 contains 141012 members 
Mstep: Class 4 contains 108791 members 
Mstep: Class 5 contains 29786 members 
Mstep: Class 6 contains 3139 members 
Mstep: Class 7 contains 5836 members 
Mstep: Class 8 contains 43153 members 
Mstep: Class 9 contains 35117 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 12014 members 
Mstep: Class 12 contains 54610 members 
Mstep: Class 13 contains 11784 members 
Mstep: Class 14 contains 107003 members 
Mstep: Class 15 contains 155590 members 
Mstep: Class 16 contains 79088 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 7057 members 
Mstep: Class 19 contains 214761 members 
Mstep: Class 20 contains 7693 members 
Mstep: Class 21 contains 21915 members 
Mstep: Class 22 contains 45441 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 4797 members 
Mstep: Class 25 contains 15583 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 3899 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 6724 members 
Mstep: Class 30 contains 19294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157744688.000000 Penalty: 104539.820312
Iteration 120F: 31 clusters Score -1.577447e+08 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109048 members 
Mstep: Class 2 contains 13089 members 
Mstep: Class 3 contains 140758 members 
Mstep: Class 4 contains 108182 members 
Mstep: Class 5 contains 29749 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 5843 members 
Mstep: Class 8 contains 42955 members 
Mstep: Class 9 contains 35064 members 
Mstep: Class 10 contains 5486 members 
Mstep: Class 11 contains 12051 members 
Mstep: Class 12 contains 54615 members 
Mstep: Class 13 contains 11774 members 
Mstep: Class 14 contains 105852 members 
Mstep: Class 15 contains 155582 members 
Mstep: Class 16 contains 79076 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 7167 members 
Mstep: Class 19 contains 216243 members 
Mstep: Class 20 contains 7700 members 
Mstep: Class 21 contains 21872 members 
Mstep: Class 22 contains 45426 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5072 members 
Mstep: Class 25 contains 15448 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 4134 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 7212 members 
Mstep: Class 30 contains 19354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745504.000000 Penalty: 104539.820312
Iteration 121Q: 31 clusters Score -1.577455e+08 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109053 members 
Mstep: Class 2 contains 13010 members 
Mstep: Class 3 contains 140545 members 
Mstep: Class 4 contains 107685 members 
Mstep: Class 5 contains 29725 members 
Mstep: Class 6 contains 3122 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 42754 members 
Mstep: Class 9 contains 35003 members 
Mstep: Class 10 contains 5469 members 
Mstep: Class 11 contains 12078 members 
Mstep: Class 12 contains 54626 members 
Mstep: Class 13 contains 11762 members 
Mstep: Class 14 contains 104658 members 
Mstep: Class 15 contains 155510 members 
Mstep: Class 16 contains 79084 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 7274 members 
Mstep: Class 19 contains 217783 members 
Mstep: Class 20 contains 7722 members 
Mstep: Class 21 contains 21858 members 
Mstep: Class 22 contains 45460 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5258 members 
Mstep: Class 25 contains 15345 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 4292 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 7561 members 
Mstep: Class 30 contains 19378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746416.000000 Penalty: 104539.820312
Iteration 122Q: 31 clusters Score -1.577464e+08 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109047 members 
Mstep: Class 2 contains 12937 members 
Mstep: Class 3 contains 140350 members 
Mstep: Class 4 contains 107299 members 
Mstep: Class 5 contains 29718 members 
Mstep: Class 6 contains 3119 members 
Mstep: Class 7 contains 5881 members 
Mstep: Class 8 contains 42575 members 
Mstep: Class 9 contains 34950 members 
Mstep: Class 10 contains 5449 members 
Mstep: Class 11 contains 12085 members 
Mstep: Class 12 contains 54651 members 
Mstep: Class 13 contains 11765 members 
Mstep: Class 14 contains 103330 members 
Mstep: Class 15 contains 155444 members 
Mstep: Class 16 contains 79072 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 19 contains 219428 members 
Mstep: Class 20 contains 7737 members 
Mstep: Class 21 contains 21859 members 
Mstep: Class 22 contains 45527 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5400 members 
Mstep: Class 25 contains 15279 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 4417 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 7814 members 
Mstep: Class 30 contains 19388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747008.000000 Penalty: 104539.820312
Iteration 123Q: 31 clusters Score -1.57747e+08 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109047 members 
Mstep: Class 2 contains 12880 members 
Mstep: Class 3 contains 140182 members 
Mstep: Class 4 contains 107031 members 
Mstep: Class 5 contains 29718 members 
Mstep: Class 6 contains 3116 members 
Mstep: Class 7 contains 5907 members 
Mstep: Class 8 contains 42406 members 
Mstep: Class 9 contains 34887 members 
Mstep: Class 10 contains 5445 members 
Mstep: Class 11 contains 12094 members 
Mstep: Class 12 contains 54670 members 
Mstep: Class 13 contains 11762 members 
Mstep: Class 14 contains 101914 members 
Mstep: Class 15 contains 155415 members 
Mstep: Class 16 contains 79050 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 221158 members 
Mstep: Class 20 contains 7752 members 
Mstep: Class 21 contains 21858 members 
Mstep: Class 22 contains 45589 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5479 members 
Mstep: Class 25 contains 15224 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 4521 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 7984 members 
Mstep: Class 30 contains 19367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748000.000000 Penalty: 104539.820312
Iteration 124Q: 31 clusters Score -1.57748e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109040 members 
Mstep: Class 2 contains 12820 members 
Mstep: Class 3 contains 140059 members 
Mstep: Class 4 contains 106853 members 
Mstep: Class 5 contains 29721 members 
Mstep: Class 6 contains 3117 members 
Mstep: Class 7 contains 5929 members 
Mstep: Class 8 contains 42254 members 
Mstep: Class 9 contains 34837 members 
Mstep: Class 10 contains 5452 members 
Mstep: Class 11 contains 12079 members 
Mstep: Class 12 contains 54681 members 
Mstep: Class 13 contains 11770 members 
Mstep: Class 14 contains 100452 members 
Mstep: Class 15 contains 155379 members 
Mstep: Class 16 contains 79005 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 7479 members 
Mstep: Class 19 contains 222922 members 
Mstep: Class 20 contains 7772 members 
Mstep: Class 21 contains 21859 members 
Mstep: Class 22 contains 45650 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5514 members 
Mstep: Class 25 contains 15181 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 4616 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8115 members 
Mstep: Class 30 contains 19320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748288.000000 Penalty: 104539.820312
Iteration 125Q: 31 clusters Score -1.577483e+08 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109039 members 
Mstep: Class 2 contains 12777 members 
Mstep: Class 3 contains 139952 members 
Mstep: Class 4 contains 106730 members 
Mstep: Class 5 contains 29722 members 
Mstep: Class 6 contains 3118 members 
Mstep: Class 7 contains 5948 members 
Mstep: Class 8 contains 42106 members 
Mstep: Class 9 contains 34792 members 
Mstep: Class 10 contains 5448 members 
Mstep: Class 11 contains 12079 members 
Mstep: Class 12 contains 54696 members 
Mstep: Class 13 contains 11779 members 
Mstep: Class 14 contains 98866 members 
Mstep: Class 15 contains 155347 members 
Mstep: Class 16 contains 78956 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 7563 members 
Mstep: Class 19 contains 224781 members 
Mstep: Class 20 contains 7786 members 
Mstep: Class 21 contains 21854 members 
Mstep: Class 22 contains 45704 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15140 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 4691 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8218 members 
Mstep: Class 30 contains 19226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157749072.000000 Penalty: 104539.820312
Iteration 126Q: 31 clusters Score -1.577491e+08 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 12735 members 
Mstep: Class 3 contains 139858 members 
Mstep: Class 4 contains 106635 members 
Mstep: Class 5 contains 29729 members 
Mstep: Class 6 contains 3122 members 
Mstep: Class 7 contains 5963 members 
Mstep: Class 8 contains 41962 members 
Mstep: Class 9 contains 34729 members 
Mstep: Class 10 contains 5445 members 
Mstep: Class 11 contains 12097 members 
Mstep: Class 12 contains 54705 members 
Mstep: Class 13 contains 11788 members 
Mstep: Class 14 contains 97148 members 
Mstep: Class 15 contains 155363 members 
Mstep: Class 16 contains 78922 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 7657 members 
Mstep: Class 19 contains 226742 members 
Mstep: Class 20 contains 7817 members 
Mstep: Class 21 contains 21858 members 
Mstep: Class 22 contains 45722 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 15106 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 4730 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8302 members 
Mstep: Class 30 contains 19120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157749664.000000 Penalty: 104539.820312
Iteration 127Q: 31 clusters Score -1.577497e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 12705 members 
Mstep: Class 3 contains 139777 members 
Mstep: Class 4 contains 106553 members 
Mstep: Class 5 contains 29739 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 5973 members 
Mstep: Class 8 contains 41835 members 
Mstep: Class 9 contains 34644 members 
Mstep: Class 10 contains 5442 members 
Mstep: Class 11 contains 12105 members 
Mstep: Class 12 contains 54712 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 95404 members 
Mstep: Class 15 contains 155370 members 
Mstep: Class 16 contains 78874 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 228732 members 
Mstep: Class 20 contains 7837 members 
Mstep: Class 21 contains 21860 members 
Mstep: Class 22 contains 45771 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5609 members 
Mstep: Class 25 contains 15092 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 4769 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8345 members 
Mstep: Class 30 contains 19012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157749952.000000 Penalty: 104539.820312
Iteration 128Q: 31 clusters Score -1.5775e+08 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109054 members 
Mstep: Class 2 contains 12669 members 
Mstep: Class 3 contains 139691 members 
Mstep: Class 4 contains 106478 members 
Mstep: Class 5 contains 29739 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 5981 members 
Mstep: Class 8 contains 41716 members 
Mstep: Class 9 contains 34543 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12111 members 
Mstep: Class 12 contains 54726 members 
Mstep: Class 13 contains 11810 members 
Mstep: Class 14 contains 93617 members 
Mstep: Class 15 contains 155368 members 
Mstep: Class 16 contains 78821 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 7833 members 
Mstep: Class 19 contains 230800 members 
Mstep: Class 20 contains 7851 members 
Mstep: Class 21 contains 21860 members 
Mstep: Class 22 contains 45806 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5649 members 
Mstep: Class 25 contains 15082 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 4806 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8385 members 
Mstep: Class 30 contains 18914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157750000.000000 Penalty: 104539.820312
Iteration 129Q: 31 clusters Score -1.5775e+08 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109057 members 
Mstep: Class 2 contains 12633 members 
Mstep: Class 3 contains 139609 members 
Mstep: Class 4 contains 106415 members 
Mstep: Class 5 contains 29743 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 5995 members 
Mstep: Class 8 contains 41594 members 
Mstep: Class 9 contains 34443 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12111 members 
Mstep: Class 12 contains 54735 members 
Mstep: Class 13 contains 11813 members 
Mstep: Class 14 contains 91704 members 
Mstep: Class 15 contains 155398 members 
Mstep: Class 16 contains 78768 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 7918 members 
Mstep: Class 19 contains 232936 members 
Mstep: Class 20 contains 7857 members 
Mstep: Class 21 contains 21867 members 
Mstep: Class 22 contains 45883 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 15077 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 4849 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8425 members 
Mstep: Class 30 contains 18799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157750368.000000 Penalty: 104539.820312
Iteration 130Q: 31 clusters Score -1.577504e+08 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109048 members 
Mstep: Class 2 contains 12594 members 
Mstep: Class 3 contains 139556 members 
Mstep: Class 4 contains 106355 members 
Mstep: Class 5 contains 29752 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 41495 members 
Mstep: Class 9 contains 34363 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12109 members 
Mstep: Class 12 contains 54754 members 
Mstep: Class 13 contains 11816 members 
Mstep: Class 14 contains 89857 members 
Mstep: Class 15 contains 155305 members 
Mstep: Class 16 contains 78691 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 7986 members 
Mstep: Class 19 contains 235110 members 
Mstep: Class 20 contains 7868 members 
Mstep: Class 21 contains 21859 members 
Mstep: Class 22 contains 45958 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5710 members 
Mstep: Class 25 contains 15069 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8448 members 
Mstep: Class 30 contains 18712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157750368.000000 Penalty: 104539.820312
Iteration 131Q: 31 clusters Score -1.577504e+08 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109054 members 
Mstep: Class 2 contains 12572 members 
Mstep: Class 3 contains 139521 members 
Mstep: Class 4 contains 106299 members 
Mstep: Class 5 contains 29763 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 6004 members 
Mstep: Class 8 contains 41391 members 
Mstep: Class 9 contains 34285 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12123 members 
Mstep: Class 12 contains 54765 members 
Mstep: Class 13 contains 11817 members 
Mstep: Class 14 contains 87974 members 
Mstep: Class 15 contains 155190 members 
Mstep: Class 16 contains 78611 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8048 members 
Mstep: Class 19 contains 237336 members 
Mstep: Class 20 contains 7873 members 
Mstep: Class 21 contains 21852 members 
Mstep: Class 22 contains 45997 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5737 members 
Mstep: Class 25 contains 15059 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 4930 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 18646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157749840.000000 Penalty: 104539.820312
Iteration 132Q: 31 clusters Score -1.577498e+08 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109049 members 
Mstep: Class 2 contains 12539 members 
Mstep: Class 3 contains 139473 members 
Mstep: Class 4 contains 106259 members 
Mstep: Class 5 contains 29767 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 6014 members 
Mstep: Class 8 contains 41310 members 
Mstep: Class 9 contains 34207 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12142 members 
Mstep: Class 12 contains 54777 members 
Mstep: Class 13 contains 11822 members 
Mstep: Class 14 contains 86060 members 
Mstep: Class 15 contains 155069 members 
Mstep: Class 16 contains 78542 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 239566 members 
Mstep: Class 20 contains 7884 members 
Mstep: Class 21 contains 21855 members 
Mstep: Class 22 contains 46055 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5771 members 
Mstep: Class 25 contains 15050 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 4954 members 
Mstep: Class 28 contains 781 members 
Mstep: Class 29 contains 8489 members 
Mstep: Class 30 contains 18554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157750112.000000 Penalty: 104539.820312
Iteration 133Q: 31 clusters Score -1.577501e+08 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109046 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 139406 members 
Mstep: Class 4 contains 106220 members 
Mstep: Class 5 contains 29770 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 6020 members 
Mstep: Class 8 contains 41259 members 
Mstep: Class 9 contains 34139 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 12135 members 
Mstep: Class 12 contains 54782 members 
Mstep: Class 13 contains 11825 members 
Mstep: Class 14 contains 84118 members 
Mstep: Class 15 contains 154982 members 
Mstep: Class 16 contains 78469 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8145 members 
Mstep: Class 19 contains 241820 members 
Mstep: Class 20 contains 7895 members 
Mstep: Class 21 contains 21849 members 
Mstep: Class 22 contains 46094 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5810 members 
Mstep: Class 25 contains 15046 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 4989 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8506 members 
Mstep: Class 30 contains 18477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157750080.000000 Penalty: 104539.820312
Iteration 134Q: 31 clusters Score -1.577501e+08 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109039 members 
Mstep: Class 2 contains 12494 members 
Mstep: Class 3 contains 139364 members 
Mstep: Class 4 contains 106176 members 
Mstep: Class 5 contains 29770 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 6035 members 
Mstep: Class 8 contains 41235 members 
Mstep: Class 9 contains 34042 members 
Mstep: Class 10 contains 5428 members 
Mstep: Class 11 contains 12151 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11830 members 
Mstep: Class 14 contains 82113 members 
Mstep: Class 15 contains 154929 members 
Mstep: Class 16 contains 78406 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 244043 members 
Mstep: Class 20 contains 7904 members 
Mstep: Class 21 contains 21835 members 
Mstep: Class 22 contains 46145 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5848 members 
Mstep: Class 25 contains 15042 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5013 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8524 members 
Mstep: Class 30 contains 18409 members 
Entering Unmasked Estep 
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Score: -157750320.000000 Penalty: 104539.820312
Iteration 135Q: 31 clusters Score -1.577503e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109025 members 
Mstep: Class 2 contains 12485 members 
Mstep: Class 3 contains 139354 members 
Mstep: Class 4 contains 106135 members 
Mstep: Class 5 contains 29769 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 6056 members 
Mstep: Class 8 contains 41209 members 
Mstep: Class 9 contains 33953 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 12155 members 
Mstep: Class 12 contains 54795 members 
Mstep: Class 13 contains 11832 members 
Mstep: Class 14 contains 80148 members 
Mstep: Class 15 contains 154924 members 
Mstep: Class 16 contains 78326 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 246181 members 
Mstep: Class 20 contains 7916 members 
Mstep: Class 21 contains 21823 members 
Mstep: Class 22 contains 46175 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5880 members 
Mstep: Class 25 contains 15034 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5035 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8540 members 
Mstep: Class 30 contains 18357 members 
Entering Unmasked Estep 
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Score: -157750976.000000 Penalty: 104539.820312
Iteration 136Q: 31 clusters Score -1.57751e+08 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109019 members 
Mstep: Class 2 contains 12475 members 
Mstep: Class 3 contains 139326 members 
Mstep: Class 4 contains 106084 members 
Mstep: Class 5 contains 29771 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 6067 members 
Mstep: Class 8 contains 41217 members 
Mstep: Class 9 contains 33869 members 
Mstep: Class 10 contains 5430 members 
Mstep: Class 11 contains 12159 members 
Mstep: Class 12 contains 54799 members 
Mstep: Class 13 contains 11836 members 
Mstep: Class 14 contains 78319 members 
Mstep: Class 15 contains 154965 members 
Mstep: Class 16 contains 78244 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8245 members 
Mstep: Class 19 contains 248126 members 
Mstep: Class 20 contains 7925 members 
Mstep: Class 21 contains 21805 members 
Mstep: Class 22 contains 46203 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5912 members 
Mstep: Class 25 contains 15028 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5058 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8549 members 
Mstep: Class 30 contains 18313 members 
Entering Unmasked Estep 
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Score: -157750704.000000 Penalty: 104539.820312
Iteration 137Q: 31 clusters Score -1.577507e+08 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109021 members 
Mstep: Class 2 contains 12470 members 
Mstep: Class 3 contains 139314 members 
Mstep: Class 4 contains 106053 members 
Mstep: Class 5 contains 29768 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 6077 members 
Mstep: Class 8 contains 41241 members 
Mstep: Class 9 contains 33766 members 
Mstep: Class 10 contains 5430 members 
Mstep: Class 11 contains 12165 members 
Mstep: Class 12 contains 54803 members 
Mstep: Class 13 contains 11838 members 
Mstep: Class 14 contains 76528 members 
Mstep: Class 15 contains 154976 members 
Mstep: Class 16 contains 78166 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8277 members 
Mstep: Class 19 contains 250011 members 
Mstep: Class 20 contains 7927 members 
Mstep: Class 21 contains 21806 members 
Mstep: Class 22 contains 46234 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5942 members 
Mstep: Class 25 contains 15027 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 5075 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8557 members 
Mstep: Class 30 contains 18273 members 
Entering Unmasked Estep 
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Score: -157750368.000000 Penalty: 104539.820312
Iteration 138Q: 31 clusters Score -1.577504e+08 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109017 members 
Mstep: Class 2 contains 12457 members 
Mstep: Class 3 contains 139330 members 
Mstep: Class 4 contains 106035 members 
Mstep: Class 5 contains 29769 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 6083 members 
Mstep: Class 8 contains 41247 members 
Mstep: Class 9 contains 33674 members 
Mstep: Class 10 contains 5430 members 
Mstep: Class 11 contains 12170 members 
Mstep: Class 12 contains 54812 members 
Mstep: Class 13 contains 11838 members 
Mstep: Class 14 contains 74779 members 
Mstep: Class 15 contains 154954 members 
Mstep: Class 16 contains 78093 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8306 members 
Mstep: Class 19 contains 251885 members 
Mstep: Class 20 contains 7927 members 
Mstep: Class 21 contains 21802 members 
Mstep: Class 22 contains 46262 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5957 members 
Mstep: Class 25 contains 15026 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 5092 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8563 members 
Mstep: Class 30 contains 18239 members 
Entering Unmasked Estep 
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Iteration 139Q: 31 clusters Score -1.5775e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 12452 members 
Mstep: Class 3 contains 139372 members 
Mstep: Class 4 contains 106006 members 
Mstep: Class 5 contains 29775 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 41258 members 
Mstep: Class 9 contains 33582 members 
Mstep: Class 10 contains 5430 members 
Mstep: Class 11 contains 12161 members 
Mstep: Class 12 contains 54821 members 
Mstep: Class 13 contains 11842 members 
Mstep: Class 14 contains 73066 members 
Mstep: Class 15 contains 155001 members 
Mstep: Class 16 contains 78020 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8331 members 
Mstep: Class 19 contains 253613 members 
Mstep: Class 20 contains 7927 members 
Mstep: Class 21 contains 21807 members 
Mstep: Class 22 contains 46298 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 5982 members 
Mstep: Class 25 contains 15024 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5107 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8578 members 
Mstep: Class 30 contains 18194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157750000.000000 Penalty: 104539.820312
Iteration 140F: 31 clusters Score -1.5775e+08 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108998 members 
Mstep: Class 2 contains 12449 members 
Mstep: Class 3 contains 139394 members 
Mstep: Class 4 contains 105986 members 
Mstep: Class 5 contains 29779 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 6100 members 
Mstep: Class 8 contains 41298 members 
Mstep: Class 9 contains 33492 members 
Mstep: Class 10 contains 5430 members 
Mstep: Class 11 contains 12151 members 
Mstep: Class 12 contains 54832 members 
Mstep: Class 13 contains 11849 members 
Mstep: Class 14 contains 71520 members 
Mstep: Class 15 contains 154930 members 
Mstep: Class 16 contains 77954 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8361 members 
Mstep: Class 19 contains 255288 members 
Mstep: Class 20 contains 7931 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 46321 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6005 members 
Mstep: Class 25 contains 15024 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5119 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8579 members 
Mstep: Class 30 contains 18152 members 
Entering Unmasked Estep 
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Iteration 141Q: 31 clusters Score -1.577496e+08 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108996 members 
Mstep: Class 2 contains 12439 members 
Mstep: Class 3 contains 139419 members 
Mstep: Class 4 contains 105966 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 6108 members 
Mstep: Class 8 contains 41352 members 
Mstep: Class 9 contains 33429 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 12128 members 
Mstep: Class 12 contains 54834 members 
Mstep: Class 13 contains 11864 members 
Mstep: Class 14 contains 70096 members 
Mstep: Class 15 contains 154924 members 
Mstep: Class 16 contains 77862 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8394 members 
Mstep: Class 19 contains 256775 members 
Mstep: Class 20 contains 7938 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 46345 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6031 members 
Mstep: Class 25 contains 15022 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5125 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8584 members 
Mstep: Class 30 contains 18093 members 
Entering Unmasked Estep 
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Score: -157749184.000000 Penalty: 104539.820312
Iteration 142Q: 31 clusters Score -1.577492e+08 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 12432 members 
Mstep: Class 3 contains 139438 members 
Mstep: Class 4 contains 105948 members 
Mstep: Class 5 contains 29793 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 41415 members 
Mstep: Class 9 contains 33344 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 12126 members 
Mstep: Class 12 contains 54838 members 
Mstep: Class 13 contains 11876 members 
Mstep: Class 14 contains 68764 members 
Mstep: Class 15 contains 154885 members 
Mstep: Class 16 contains 77780 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8431 members 
Mstep: Class 19 contains 258175 members 
Mstep: Class 20 contains 7941 members 
Mstep: Class 21 contains 21803 members 
Mstep: Class 22 contains 46390 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6048 members 
Mstep: Class 25 contains 15020 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5134 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8591 members 
Mstep: Class 30 contains 18050 members 
Entering Unmasked Estep 
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Iteration 143Q: 31 clusters Score -1.57749e+08 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108958 members 
Mstep: Class 2 contains 12431 members 
Mstep: Class 3 contains 139467 members 
Mstep: Class 4 contains 105932 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 6131 members 
Mstep: Class 8 contains 41471 members 
Mstep: Class 9 contains 33258 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 12133 members 
Mstep: Class 12 contains 54843 members 
Mstep: Class 13 contains 11879 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 154914 members 
Mstep: Class 16 contains 77699 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8463 members 
Mstep: Class 19 contains 259434 members 
Mstep: Class 20 contains 7940 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 46442 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6060 members 
Mstep: Class 25 contains 15019 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5150 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8594 members 
Mstep: Class 30 contains 18017 members 
Entering Unmasked Estep 
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Iteration 144Q: 31 clusters Score -1.577492e+08 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108938 members 
Mstep: Class 2 contains 12424 members 
Mstep: Class 3 contains 139478 members 
Mstep: Class 4 contains 105919 members 
Mstep: Class 5 contains 29789 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 6139 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 33183 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12128 members 
Mstep: Class 12 contains 54853 members 
Mstep: Class 13 contains 11887 members 
Mstep: Class 14 contains 66334 members 
Mstep: Class 15 contains 154933 members 
Mstep: Class 16 contains 77644 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8488 members 
Mstep: Class 19 contains 260572 members 
Mstep: Class 20 contains 7940 members 
Mstep: Class 21 contains 21806 members 
Mstep: Class 22 contains 46473 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6074 members 
Mstep: Class 25 contains 15019 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5152 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 8602 members 
Mstep: Class 30 contains 17989 members 
Entering Unmasked Estep 
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Iteration 145Q: 31 clusters Score -1.577487e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 12427 members 
Mstep: Class 3 contains 139500 members 
Mstep: Class 4 contains 105904 members 
Mstep: Class 5 contains 29790 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 41607 members 
Mstep: Class 9 contains 33111 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12146 members 
Mstep: Class 12 contains 54862 members 
Mstep: Class 13 contains 11891 members 
Mstep: Class 14 contains 65201 members 
Mstep: Class 15 contains 154911 members 
Mstep: Class 16 contains 77551 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 261704 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 46529 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6084 members 
Mstep: Class 25 contains 15017 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5160 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 8614 members 
Mstep: Class 30 contains 17971 members 
Entering Unmasked Estep 
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Iteration 146Q: 31 clusters Score -1.577483e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 12425 members 
Mstep: Class 3 contains 139528 members 
Mstep: Class 4 contains 105900 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 41667 members 
Mstep: Class 9 contains 33055 members 
Mstep: Class 10 contains 5436 members 
Mstep: Class 11 contains 12161 members 
Mstep: Class 12 contains 54870 members 
Mstep: Class 13 contains 11891 members 
Mstep: Class 14 contains 64111 members 
Mstep: Class 15 contains 154886 members 
Mstep: Class 16 contains 77488 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 262768 members 
Mstep: Class 20 contains 7942 members 
Mstep: Class 21 contains 21814 members 
Mstep: Class 22 contains 46587 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6086 members 
Mstep: Class 25 contains 15014 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 8622 members 
Mstep: Class 30 contains 17952 members 
Entering Unmasked Estep 
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Iteration 147Q: 31 clusters Score -1.577484e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108871 members 
Mstep: Class 2 contains 12425 members 
Mstep: Class 3 contains 139570 members 
Mstep: Class 4 contains 105898 members 
Mstep: Class 5 contains 29784 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 41736 members 
Mstep: Class 9 contains 33018 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12158 members 
Mstep: Class 12 contains 54879 members 
Mstep: Class 13 contains 11900 members 
Mstep: Class 14 contains 63069 members 
Mstep: Class 15 contains 154863 members 
Mstep: Class 16 contains 77425 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8543 members 
Mstep: Class 19 contains 263766 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 21817 members 
Mstep: Class 22 contains 46630 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6087 members 
Mstep: Class 25 contains 15012 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5176 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 8630 members 
Mstep: Class 30 contains 17935 members 
Entering Unmasked Estep 
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Iteration 148Q: 31 clusters Score -1.577481e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108855 members 
Mstep: Class 2 contains 12428 members 
Mstep: Class 3 contains 139620 members 
Mstep: Class 4 contains 105894 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 41834 members 
Mstep: Class 9 contains 32978 members 
Mstep: Class 10 contains 5436 members 
Mstep: Class 11 contains 12157 members 
Mstep: Class 12 contains 54888 members 
Mstep: Class 13 contains 11905 members 
Mstep: Class 14 contains 62067 members 
Mstep: Class 15 contains 154847 members 
Mstep: Class 16 contains 77394 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8556 members 
Mstep: Class 19 contains 264655 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 21816 members 
Mstep: Class 22 contains 46657 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6086 members 
Mstep: Class 25 contains 15011 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5187 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8637 members 
Mstep: Class 30 contains 17923 members 
Entering Unmasked Estep 
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Iteration 149Q: 31 clusters Score -1.577481e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108849 members 
Mstep: Class 2 contains 12427 members 
Mstep: Class 3 contains 139649 members 
Mstep: Class 4 contains 105892 members 
Mstep: Class 5 contains 29786 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 41910 members 
Mstep: Class 9 contains 32934 members 
Mstep: Class 10 contains 5437 members 
Mstep: Class 11 contains 12158 members 
Mstep: Class 12 contains 54897 members 
Mstep: Class 13 contains 11904 members 
Mstep: Class 14 contains 61114 members 
Mstep: Class 15 contains 154877 members 
Mstep: Class 16 contains 77357 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8561 members 
Mstep: Class 19 contains 265471 members 
Mstep: Class 20 contains 7936 members 
Mstep: Class 21 contains 21818 members 
Mstep: Class 22 contains 46716 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6089 members 
Mstep: Class 25 contains 15010 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5203 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8641 members 
Mstep: Class 30 contains 17909 members 
Entering Unmasked Estep 
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Iteration 150Q: 31 clusters Score -1.57748e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108849 members 
Mstep: Class 2 contains 12430 members 
Mstep: Class 3 contains 139687 members 
Mstep: Class 4 contains 105894 members 
Mstep: Class 5 contains 29788 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 6190 members 
Mstep: Class 8 contains 41982 members 
Mstep: Class 9 contains 32894 members 
Mstep: Class 10 contains 5437 members 
Mstep: Class 11 contains 12162 members 
Mstep: Class 12 contains 54899 members 
Mstep: Class 13 contains 11906 members 
Mstep: Class 14 contains 60274 members 
Mstep: Class 15 contains 154888 members 
Mstep: Class 16 contains 77300 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8568 members 
Mstep: Class 19 contains 266223 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 21817 members 
Mstep: Class 22 contains 46745 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6089 members 
Mstep: Class 25 contains 15008 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5218 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8648 members 
Mstep: Class 30 contains 17896 members 
Entering Unmasked Estep 
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Iteration 151Q: 31 clusters Score -1.577475e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108846 members 
Mstep: Class 2 contains 12431 members 
Mstep: Class 3 contains 139727 members 
Mstep: Class 4 contains 105891 members 
Mstep: Class 5 contains 29786 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 6195 members 
Mstep: Class 8 contains 42036 members 
Mstep: Class 9 contains 32868 members 
Mstep: Class 10 contains 5438 members 
Mstep: Class 11 contains 12172 members 
Mstep: Class 12 contains 54901 members 
Mstep: Class 13 contains 11899 members 
Mstep: Class 14 contains 59455 members 
Mstep: Class 15 contains 154928 members 
Mstep: Class 16 contains 77245 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8579 members 
Mstep: Class 19 contains 266942 members 
Mstep: Class 20 contains 7936 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 46768 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6089 members 
Mstep: Class 25 contains 15007 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5232 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8657 members 
Mstep: Class 30 contains 17890 members 
Entering Unmasked Estep 
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Iteration 152Q: 31 clusters Score -1.577476e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108844 members 
Mstep: Class 2 contains 12429 members 
Mstep: Class 3 contains 139777 members 
Mstep: Class 4 contains 105894 members 
Mstep: Class 5 contains 29784 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 6198 members 
Mstep: Class 8 contains 42092 members 
Mstep: Class 9 contains 32860 members 
Mstep: Class 10 contains 5438 members 
Mstep: Class 11 contains 12188 members 
Mstep: Class 12 contains 54902 members 
Mstep: Class 13 contains 11900 members 
Mstep: Class 14 contains 58671 members 
Mstep: Class 15 contains 154954 members 
Mstep: Class 16 contains 77197 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8582 members 
Mstep: Class 19 contains 267598 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 21816 members 
Mstep: Class 22 contains 46784 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6087 members 
Mstep: Class 25 contains 15007 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5244 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8665 members 
Mstep: Class 30 contains 17880 members 
Entering Unmasked Estep 
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Iteration 153Q: 31 clusters Score -1.577474e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 12428 members 
Mstep: Class 3 contains 139829 members 
Mstep: Class 4 contains 105891 members 
Mstep: Class 5 contains 29788 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 6199 members 
Mstep: Class 8 contains 42153 members 
Mstep: Class 9 contains 32847 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12213 members 
Mstep: Class 12 contains 54907 members 
Mstep: Class 13 contains 11906 members 
Mstep: Class 14 contains 57912 members 
Mstep: Class 15 contains 154970 members 
Mstep: Class 16 contains 77139 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8588 members 
Mstep: Class 19 contains 268235 members 
Mstep: Class 20 contains 7938 members 
Mstep: Class 21 contains 21823 members 
Mstep: Class 22 contains 46792 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6089 members 
Mstep: Class 25 contains 15008 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5260 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8669 members 
Mstep: Class 30 contains 17861 members 
Entering Unmasked Estep 
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Iteration 154Q: 31 clusters Score -1.577474e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 12425 members 
Mstep: Class 3 contains 139909 members 
Mstep: Class 4 contains 105886 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 42205 members 
Mstep: Class 9 contains 32846 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12231 members 
Mstep: Class 12 contains 54912 members 
Mstep: Class 13 contains 11911 members 
Mstep: Class 14 contains 57169 members 
Mstep: Class 15 contains 154969 members 
Mstep: Class 16 contains 77090 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8599 members 
Mstep: Class 19 contains 268842 members 
Mstep: Class 20 contains 7941 members 
Mstep: Class 21 contains 21829 members 
Mstep: Class 22 contains 46816 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6092 members 
Mstep: Class 25 contains 15005 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5266 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8676 members 
Mstep: Class 30 contains 17850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746960.000000 Penalty: 104539.820312
Iteration 155Q: 31 clusters Score -1.57747e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 12422 members 
Mstep: Class 3 contains 139982 members 
Mstep: Class 4 contains 105879 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 6202 members 
Mstep: Class 8 contains 42270 members 
Mstep: Class 9 contains 32835 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12238 members 
Mstep: Class 12 contains 54909 members 
Mstep: Class 13 contains 11915 members 
Mstep: Class 14 contains 56437 members 
Mstep: Class 15 contains 154995 members 
Mstep: Class 16 contains 77051 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8608 members 
Mstep: Class 19 contains 269428 members 
Mstep: Class 20 contains 7943 members 
Mstep: Class 21 contains 21837 members 
Mstep: Class 22 contains 46823 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6093 members 
Mstep: Class 25 contains 15002 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5273 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8683 members 
Mstep: Class 30 contains 17844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746624.000000 Penalty: 104539.820312
Iteration 156Q: 31 clusters Score -1.577466e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108825 members 
Mstep: Class 2 contains 12424 members 
Mstep: Class 3 contains 140030 members 
Mstep: Class 4 contains 105877 members 
Mstep: Class 5 contains 29788 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 6206 members 
Mstep: Class 8 contains 42339 members 
Mstep: Class 9 contains 32824 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12245 members 
Mstep: Class 12 contains 54907 members 
Mstep: Class 13 contains 11922 members 
Mstep: Class 14 contains 55758 members 
Mstep: Class 15 contains 154989 members 
Mstep: Class 16 contains 77013 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8615 members 
Mstep: Class 19 contains 270009 members 
Mstep: Class 20 contains 7945 members 
Mstep: Class 21 contains 21846 members 
Mstep: Class 22 contains 46826 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 15003 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5280 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8689 members 
Mstep: Class 30 contains 17832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746672.000000 Penalty: 104539.820312
Iteration 157Q: 31 clusters Score -1.577467e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 12428 members 
Mstep: Class 3 contains 140077 members 
Mstep: Class 4 contains 105879 members 
Mstep: Class 5 contains 29788 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 6209 members 
Mstep: Class 8 contains 42419 members 
Mstep: Class 9 contains 32824 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12245 members 
Mstep: Class 12 contains 54913 members 
Mstep: Class 13 contains 11925 members 
Mstep: Class 14 contains 55097 members 
Mstep: Class 15 contains 155004 members 
Mstep: Class 16 contains 76972 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8623 members 
Mstep: Class 19 contains 270546 members 
Mstep: Class 20 contains 7948 members 
Mstep: Class 21 contains 21851 members 
Mstep: Class 22 contains 46820 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 15001 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5284 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8696 members 
Mstep: Class 30 contains 17821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746480.000000 Penalty: 104539.820312
Iteration 158Q: 31 clusters Score -1.577465e+08 nChanged 1314
Entering ConstructFrom: 
Score: -157746480.000000 Penalty: 104539.820312
Entering ConstructFrom: 
Trying to split cluster 1 (108823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108823 members 
Entering Unmasked Estep 
Score: -13785946.000000 Penalty: 2876.174561
	Iteration 0F: 2 clusters Score -1.378595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -13712985.000000 Penalty: 5752.349121
	Iteration 0F: 3 clusters Score -1.371298e+07 nChanged 51454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -13742799.000000 Penalty: 5752.349121
	Iteration 1F: 3 clusters Score -1.37428e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -13743577.000000 Penalty: 5752.349121
	Iteration 2Q: 3 clusters Score -1.374358e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -13744669.000000 Penalty: 5752.349121
	Iteration 3Q: 3 clusters Score -1.374467e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -13746249.000000 Penalty: 5752.349121
	Iteration 4Q: 3 clusters Score -1.374625e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -13748478.000000 Penalty: 5752.349121
	Iteration 5Q: 3 clusters Score -1.374848e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -13751837.000000 Penalty: 5752.349121
	Iteration 6F: 3 clusters Score -1.375184e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -13756043.000000 Penalty: 5752.349121
	Iteration 7F: 3 clusters Score -1.375604e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -13760476.000000 Penalty: 5752.349121
	Iteration 8F: 3 clusters Score -1.376048e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 75328 members 
Entering Unmasked Estep 
Score: -13764165.000000 Penalty: 5752.349121
	Iteration 9F: 3 clusters Score -1.376416e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -13767012.000000 Penalty: 5752.349121
	Iteration 10F: 3 clusters Score -1.376701e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -13769146.000000 Penalty: 5752.349121
	Iteration 11Q: 3 clusters Score -1.376915e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 86386 members 
Entering Unmasked Estep 
Score: -13770926.000000 Penalty: 5752.349121
	Iteration 12Q: 3 clusters Score -1.377093e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 89919 members 
Entering Unmasked Estep 
Score: -13772728.000000 Penalty: 5752.349121
	Iteration 13Q: 3 clusters Score -1.377273e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -13774505.000000 Penalty: 5752.349121
	Iteration 14Q: 3 clusters Score -1.37745e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 96621 members 
Entering Unmasked Estep 
Score: -13776213.000000 Penalty: 5752.349121
	Iteration 15Q: 3 clusters Score -1.377621e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 99591 members 
Entering Unmasked Estep 
Score: -13778041.000000 Penalty: 5752.349121
	Iteration 16Q: 3 clusters Score -1.377804e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 102167 members 
Entering Unmasked Estep 
Score: -13779725.000000 Penalty: 5752.349121
	Iteration 17Q: 3 clusters Score -1.377972e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 104212 members 
Entering Unmasked Estep 
Score: -13781042.000000 Penalty: 5752.349121
	Iteration 18Q: 3 clusters Score -1.378104e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 105660 members 
Entering Unmasked Estep 
Score: -13781978.000000 Penalty: 5752.349121
	Iteration 19Q: 3 clusters Score -1.378198e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 106638 members 
Entering Unmasked Estep 
Score: -13782579.000000 Penalty: 5752.349121
	Iteration 20F: 3 clusters Score -1.378258e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 107206 members 
Entering Unmasked Estep 
Score: -13782952.000000 Penalty: 5752.349121
	Iteration 21Q: 3 clusters Score -1.378295e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 107542 members 
Entering Unmasked Estep 
Score: -13783159.000000 Penalty: 5752.349121
	Iteration 22Q: 3 clusters Score -1.378316e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -13783284.000000 Penalty: 5752.349121
	Iteration 23Q: 3 clusters Score -1.378328e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 107877 members 
Entering Unmasked Estep 
Score: -13783354.000000 Penalty: 5752.349121
	Iteration 24Q: 3 clusters Score -1.378335e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 107971 members 
Entering Unmasked Estep 
Score: -13783407.000000 Penalty: 5752.349121
	Iteration 25Q: 3 clusters Score -1.378341e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 108031 members 
Entering Unmasked Estep 
Score: -13783429.000000 Penalty: 5752.349121
	Iteration 26Q: 3 clusters Score -1.378343e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 108063 members 
Entering Unmasked Estep 
Score: -13783453.000000 Penalty: 5752.349121
	Iteration 27Q: 3 clusters Score -1.378345e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 108086 members 
Entering Unmasked Estep 
Score: -13783458.000000 Penalty: 5752.349121
	Iteration 28Q: 3 clusters Score -1.378346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 108106 members 
Entering Unmasked Estep 
Score: -13783465.000000 Penalty: 5752.349121
	Iteration 29Q: 3 clusters Score -1.378346e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 108123 members 
Entering Unmasked Estep 
Score: -13783482.000000 Penalty: 5752.349121
	Iteration 30Q: 3 clusters Score -1.378348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 108131 members 
Entering Unmasked Estep 
Score: -13783488.000000 Penalty: 5752.349121
	Iteration 31Q: 3 clusters Score -1.378349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 108134 members 
Entering Unmasked Estep 
Score: -13783492.000000 Penalty: 5752.349121
	Iteration 32Q: 3 clusters Score -1.378349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 108138 members 
Entering Unmasked Estep 
Score: -13783486.000000 Penalty: 5752.349121
	Iteration 33Q: 3 clusters Score -1.378349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 108140 members 
Entering Unmasked Estep 
Score: -13783485.000000 Penalty: 5752.349121
	Iteration 34Q: 3 clusters Score -1.378348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 108144 members 
Entering Unmasked Estep 
Score: -13783473.000000 Penalty: 5752.349121
	Iteration 35Q: 3 clusters Score -1.378347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 108150 members 
Entering Unmasked Estep 
Score: -13783482.000000 Penalty: 5752.349121
	Iteration 36Q: 3 clusters Score -1.378348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 108152 members 
Entering Unmasked Estep 
Score: -13783484.000000 Penalty: 5752.349121
	Iteration 37Q: 3 clusters Score -1.378348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 108155 members 
Entering Unmasked Estep 
Score: -13783488.000000 Penalty: 5752.349121
	Iteration 38Q: 3 clusters Score -1.378349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 108158 members 
Entering Unmasked Estep 
Score: -13783489.000000 Penalty: 5752.349121
	Iteration 39Q: 3 clusters Score -1.378349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 108163 members 
Entering Unmasked Estep 
Score: -13783486.000000 Penalty: 5752.349121
	Iteration 40F: 3 clusters Score -1.378349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -13783491.000000 Penalty: 5752.349121
	Iteration 41Q: 3 clusters Score -1.378349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 108180 members 
Entering Unmasked Estep 
Score: -13783507.000000 Penalty: 5752.349121
	Iteration 42Q: 3 clusters Score -1.378351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 108187 members 
Entering Unmasked Estep 
Score: -13783505.000000 Penalty: 5752.349121
	Iteration 43Q: 3 clusters Score -1.37835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 108190 members 
Entering Unmasked Estep 
Score: -13783510.000000 Penalty: 5752.349121
	Iteration 44Q: 3 clusters Score -1.378351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 108196 members 
Entering Unmasked Estep 
Score: -13783510.000000 Penalty: 5752.349121
	Iteration 45Q: 3 clusters Score -1.378351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 108201 members 
Entering Unmasked Estep 
Score: -13783525.000000 Penalty: 5752.349121
	Iteration 46Q: 3 clusters Score -1.378352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -13783523.000000 Penalty: 5752.349121
	Iteration 47Q: 3 clusters Score -1.378352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -13783523.000000 Penalty: 5752.349121
	Iteration 48Q: 3 clusters Score -1.378352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -13783525.000000 Penalty: 5752.349121
	Iteration 49Q: 3 clusters Score -1.378352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -13783525.000000 Penalty: 5752.349121
	Iteration 50Q: 3 clusters Score -1.378352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -13783525.000000 Penalty: 5752.349121
	Iteration 51F: 3 clusters Score -1.378352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Entering Unmasked Estep 
Score: -1495388.875000 Penalty: 2338.171143
	Iteration 0F: 2 clusters Score -1495389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1486232.250000 Penalty: 4676.342285
	Iteration 0F: 3 clusters Score -1486232 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1489081.750000 Penalty: 4676.342285
	Iteration 1F: 3 clusters Score -1489082 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1489512.500000 Penalty: 4676.342285
	Iteration 2F: 3 clusters Score -1489512 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1489871.500000 Penalty: 4676.342285
	Iteration 3F: 3 clusters Score -1489872 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1490217.250000 Penalty: 4676.342285
	Iteration 4F: 3 clusters Score -1490217 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1490514.625000 Penalty: 4676.342285
	Iteration 5Q: 3 clusters Score -1490515 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1490759.500000 Penalty: 4676.342285
	Iteration 6Q: 3 clusters Score -1490760 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1491006.125000 Penalty: 4676.342285
	Iteration 7Q: 3 clusters Score -1491006 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1491213.625000 Penalty: 4676.342285
	Iteration 8Q: 3 clusters Score -1491214 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1491424.875000 Penalty: 4676.342285
	Iteration 9Q: 3 clusters Score -1491425 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1491617.125000 Penalty: 4676.342285
	Iteration 10Q: 3 clusters Score -1491617 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1491789.750000 Penalty: 4676.342285
	Iteration 11Q: 3 clusters Score -1491790 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1491974.000000 Penalty: 4676.342285
	Iteration 12Q: 3 clusters Score -1491974 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1492179.000000 Penalty: 4676.342285
	Iteration 13Q: 3 clusters Score -1492179 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1492480.375000 Penalty: 4676.342285
	Iteration 14Q: 3 clusters Score -1492480 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1492963.500000 Penalty: 4676.342285
	Iteration 15Q: 3 clusters Score -1492964 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1493585.250000 Penalty: 4676.342285
	Iteration 16Q: 3 clusters Score -1493585 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1494186.125000 Penalty: 4676.342285
	Iteration 17Q: 3 clusters Score -1494186 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1494537.625000 Penalty: 4676.342285
	Iteration 18Q: 3 clusters Score -1494538 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1494693.625000 Penalty: 4676.342285
	Iteration 19Q: 3 clusters Score -1494694 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1494772.000000 Penalty: 4676.342285
	Iteration 20F: 3 clusters Score -1494772 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1494800.750000 Penalty: 4676.342285
	Iteration 21Q: 3 clusters Score -1494801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1494816.500000 Penalty: 4676.342285
	Iteration 22Q: 3 clusters Score -1494816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1494820.125000 Penalty: 4676.342285
	Iteration 23Q: 3 clusters Score -1494820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1494822.375000 Penalty: 4676.342285
	Iteration 24Q: 3 clusters Score -1494822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1494824.250000 Penalty: 4676.342285
	Iteration 25Q: 3 clusters Score -1494824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1494830.500000 Penalty: 4676.342285
	Iteration 26Q: 3 clusters Score -1494830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1494828.125000 Penalty: 4676.342285
	Iteration 27Q: 3 clusters Score -1494828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1494825.000000 Penalty: 4676.342285
	Iteration 28Q: 3 clusters Score -1494825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1494826.500000 Penalty: 4676.342285
	Iteration 29Q: 3 clusters Score -1494826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1494824.250000 Penalty: 4676.342285
	Iteration 30Q: 3 clusters Score -1494824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1494824.250000 Penalty: 4676.342285
	Iteration 31F: 3 clusters Score -1494824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (140136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140136 members 
Entering Unmasked Estep 
Score: -17836902.000000 Penalty: 2938.891357
	Iteration 0F: 2 clusters Score -1.78369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -17744882.000000 Penalty: 5877.782715
	Iteration 0F: 3 clusters Score -1.774488e+07 nChanged 66964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -17783406.000000 Penalty: 5877.782715
	Iteration 1F: 3 clusters Score -1.778341e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67345 members 
Mstep: Class 2 contains 72791 members 
Entering Unmasked Estep 
Score: -17784888.000000 Penalty: 5877.782715
	Iteration 2Q: 3 clusters Score -1.778489e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 73699 members 
Entering Unmasked Estep 
Score: -17787018.000000 Penalty: 5877.782715
	Iteration 3Q: 3 clusters Score -1.778702e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 74800 members 
Entering Unmasked Estep 
Score: -17789988.000000 Penalty: 5877.782715
	Iteration 4Q: 3 clusters Score -1.778999e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -17793778.000000 Penalty: 5877.782715
	Iteration 5F: 3 clusters Score -1.779378e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -17798324.000000 Penalty: 5877.782715
	Iteration 6F: 3 clusters Score -1.779832e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -17803154.000000 Penalty: 5877.782715
	Iteration 7F: 3 clusters Score -1.780315e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -17807548.000000 Penalty: 5877.782715
	Iteration 8F: 3 clusters Score -1.780755e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 89463 members 
Entering Unmasked Estep 
Score: -17811332.000000 Penalty: 5877.782715
	Iteration 9F: 3 clusters Score -1.781133e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -17814566.000000 Penalty: 5877.782715
	Iteration 10Q: 3 clusters Score -1.781457e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 100165 members 
Entering Unmasked Estep 
Score: -17817736.000000 Penalty: 5877.782715
	Iteration 11Q: 3 clusters Score -1.781774e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 106190 members 
Entering Unmasked Estep 
Score: -17821196.000000 Penalty: 5877.782715
	Iteration 12Q: 3 clusters Score -1.78212e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 112139 members 
Entering Unmasked Estep 
Score: -17824866.000000 Penalty: 5877.782715
	Iteration 13Q: 3 clusters Score -1.782487e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 117459 members 
Entering Unmasked Estep 
Score: -17828408.000000 Penalty: 5877.782715
	Iteration 14Q: 3 clusters Score -1.782841e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 121572 members 
Entering Unmasked Estep 
Score: -17831202.000000 Penalty: 5877.782715
	Iteration 15Q: 3 clusters Score -1.78312e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 124360 members 
Entering Unmasked Estep 
Score: -17832820.000000 Penalty: 5877.782715
	Iteration 16Q: 3 clusters Score -1.783282e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 126253 members 
Entering Unmasked Estep 
Score: -17833894.000000 Penalty: 5877.782715
	Iteration 17Q: 3 clusters Score -1.783389e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 127662 members 
Entering Unmasked Estep 
Score: -17834408.000000 Penalty: 5877.782715
	Iteration 18Q: 3 clusters Score -1.783441e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 128761 members 
Entering Unmasked Estep 
Score: -17834630.000000 Penalty: 5877.782715
	Iteration 19Q: 3 clusters Score -1.783463e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 129655 members 
Entering Unmasked Estep 
Score: -17834870.000000 Penalty: 5877.782715
	Iteration 20F: 3 clusters Score -1.783487e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 130405 members 
Entering Unmasked Estep 
Score: -17835044.000000 Penalty: 5877.782715
	Iteration 21Q: 3 clusters Score -1.783504e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 131026 members 
Entering Unmasked Estep 
Score: -17835068.000000 Penalty: 5877.782715
	Iteration 22Q: 3 clusters Score -1.783507e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 131587 members 
Entering Unmasked Estep 
Score: -17835204.000000 Penalty: 5877.782715
	Iteration 23Q: 3 clusters Score -1.78352e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 132049 members 
Entering Unmasked Estep 
Score: -17835332.000000 Penalty: 5877.782715
	Iteration 24Q: 3 clusters Score -1.783533e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 132432 members 
Entering Unmasked Estep 
Score: -17835400.000000 Penalty: 5877.782715
	Iteration 25Q: 3 clusters Score -1.78354e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 132762 members 
Entering Unmasked Estep 
Score: -17835408.000000 Penalty: 5877.782715
	Iteration 26Q: 3 clusters Score -1.783541e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 133048 members 
Entering Unmasked Estep 
Score: -17835456.000000 Penalty: 5877.782715
	Iteration 27Q: 3 clusters Score -1.783546e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 133293 members 
Entering Unmasked Estep 
Score: -17835510.000000 Penalty: 5877.782715
	Iteration 28Q: 3 clusters Score -1.783551e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 133501 members 
Entering Unmasked Estep 
Score: -17835492.000000 Penalty: 5877.782715
	Iteration 29Q: 3 clusters Score -1.783549e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 133685 members 
Entering Unmasked Estep 
Score: -17835522.000000 Penalty: 5877.782715
	Iteration 30Q: 3 clusters Score -1.783552e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 133837 members 
Entering Unmasked Estep 
Score: -17835512.000000 Penalty: 5877.782715
	Iteration 31Q: 3 clusters Score -1.783551e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 133946 members 
Entering Unmasked Estep 
Score: -17835544.000000 Penalty: 5877.782715
	Iteration 32Q: 3 clusters Score -1.783554e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 134038 members 
Entering Unmasked Estep 
Score: -17835550.000000 Penalty: 5877.782715
	Iteration 33Q: 3 clusters Score -1.783555e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 134117 members 
Entering Unmasked Estep 
Score: -17835548.000000 Penalty: 5877.782715
	Iteration 34Q: 3 clusters Score -1.783555e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 134197 members 
Entering Unmasked Estep 
Score: -17835532.000000 Penalty: 5877.782715
	Iteration 35Q: 3 clusters Score -1.783553e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 134274 members 
Entering Unmasked Estep 
Score: -17835532.000000 Penalty: 5877.782715
	Iteration 36Q: 3 clusters Score -1.783553e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 134334 members 
Entering Unmasked Estep 
Score: -17835562.000000 Penalty: 5877.782715
	Iteration 37Q: 3 clusters Score -1.783556e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 134387 members 
Entering Unmasked Estep 
Score: -17835562.000000 Penalty: 5877.782715
	Iteration 38Q: 3 clusters Score -1.783556e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 134443 members 
Entering Unmasked Estep 
Score: -17835542.000000 Penalty: 5877.782715
	Iteration 39Q: 3 clusters Score -1.783554e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 134481 members 
Entering Unmasked Estep 
Score: -17835532.000000 Penalty: 5877.782715
	Iteration 40F: 3 clusters Score -1.783553e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 134516 members 
Entering Unmasked Estep 
Score: -17835542.000000 Penalty: 5877.782715
	Iteration 41Q: 3 clusters Score -1.783554e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 134545 members 
Entering Unmasked Estep 
Score: -17835550.000000 Penalty: 5877.782715
	Iteration 42Q: 3 clusters Score -1.783555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 134574 members 
Entering Unmasked Estep 
Score: -17835538.000000 Penalty: 5877.782715
	Iteration 43Q: 3 clusters Score -1.783554e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 134600 members 
Entering Unmasked Estep 
Score: -17835546.000000 Penalty: 5877.782715
	Iteration 44Q: 3 clusters Score -1.783555e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 134622 members 
Entering Unmasked Estep 
Score: -17835578.000000 Penalty: 5877.782715
	Iteration 45Q: 3 clusters Score -1.783558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 134648 members 
Entering Unmasked Estep 
Score: -17835552.000000 Penalty: 5877.782715
	Iteration 46Q: 3 clusters Score -1.783555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 134666 members 
Entering Unmasked Estep 
Score: -17835554.000000 Penalty: 5877.782715
	Iteration 47Q: 3 clusters Score -1.783555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 134693 members 
Entering Unmasked Estep 
Score: -17835544.000000 Penalty: 5877.782715
	Iteration 48Q: 3 clusters Score -1.783554e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 134714 members 
Entering Unmasked Estep 
Score: -17835546.000000 Penalty: 5877.782715
	Iteration 49Q: 3 clusters Score -1.783555e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 134736 members 
Entering Unmasked Estep 
Score: -17835552.000000 Penalty: 5877.782715
	Iteration 50Q: 3 clusters Score -1.783555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 134758 members 
Entering Unmasked Estep 
Score: -17835558.000000 Penalty: 5877.782715
	Iteration 51Q: 3 clusters Score -1.783556e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 134781 members 
Entering Unmasked Estep 
Score: -17835562.000000 Penalty: 5877.782715
	Iteration 52Q: 3 clusters Score -1.783556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 134799 members 
Entering Unmasked Estep 
Score: -17835556.000000 Penalty: 5877.782715
	Iteration 53Q: 3 clusters Score -1.783556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 134821 members 
Entering Unmasked Estep 
Score: -17835560.000000 Penalty: 5877.782715
	Iteration 54Q: 3 clusters Score -1.783556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 134845 members 
Entering Unmasked Estep 
Score: -17835560.000000 Penalty: 5877.782715
	Iteration 55Q: 3 clusters Score -1.783556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 134871 members 
Entering Unmasked Estep 
Score: -17835554.000000 Penalty: 5877.782715
	Iteration 56Q: 3 clusters Score -1.783555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 134888 members 
Entering Unmasked Estep 
Score: -17835540.000000 Penalty: 5877.782715
	Iteration 57Q: 3 clusters Score -1.783554e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 134904 members 
Entering Unmasked Estep 
Score: -17835526.000000 Penalty: 5877.782715
	Iteration 58Q: 3 clusters Score -1.783553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 134924 members 
Entering Unmasked Estep 
Score: -17835532.000000 Penalty: 5877.782715
	Iteration 59Q: 3 clusters Score -1.783553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 134935 members 
Entering Unmasked Estep 
Score: -17835536.000000 Penalty: 5877.782715
	Iteration 60F: 3 clusters Score -1.783554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 134947 members 
Entering Unmasked Estep 
Score: -17835534.000000 Penalty: 5877.782715
	Iteration 61Q: 3 clusters Score -1.783553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 134966 members 
Entering Unmasked Estep 
Score: -17835526.000000 Penalty: 5877.782715
	Iteration 62Q: 3 clusters Score -1.783553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 134975 members 
Entering Unmasked Estep 
Score: -17835546.000000 Penalty: 5877.782715
	Iteration 63Q: 3 clusters Score -1.783555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 134983 members 
Entering Unmasked Estep 
Score: -17835546.000000 Penalty: 5877.782715
	Iteration 64Q: 3 clusters Score -1.783555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 134987 members 
Entering Unmasked Estep 
Score: -17835534.000000 Penalty: 5877.782715
	Iteration 65Q: 3 clusters Score -1.783553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 134991 members 
Entering Unmasked Estep 
Score: -17835538.000000 Penalty: 5877.782715
	Iteration 66Q: 3 clusters Score -1.783554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 134997 members 
Entering Unmasked Estep 
Score: -17835536.000000 Penalty: 5877.782715
	Iteration 67Q: 3 clusters Score -1.783554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 135007 members 
Entering Unmasked Estep 
Score: -17835540.000000 Penalty: 5877.782715
	Iteration 68Q: 3 clusters Score -1.783554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 135016 members 
Entering Unmasked Estep 
Score: -17835556.000000 Penalty: 5877.782715
	Iteration 69Q: 3 clusters Score -1.783556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 135024 members 
Entering Unmasked Estep 
Score: -17835552.000000 Penalty: 5877.782715
	Iteration 70Q: 3 clusters Score -1.783555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 135032 members 
Entering Unmasked Estep 
Score: -17835572.000000 Penalty: 5877.782715
	Iteration 71Q: 3 clusters Score -1.783557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 135040 members 
Entering Unmasked Estep 
Score: -17835564.000000 Penalty: 5877.782715
	Iteration 72Q: 3 clusters Score -1.783556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 135045 members 
Entering Unmasked Estep 
Score: -17835570.000000 Penalty: 5877.782715
	Iteration 73Q: 3 clusters Score -1.783557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 135054 members 
Entering Unmasked Estep 
Score: -17835560.000000 Penalty: 5877.782715
	Iteration 74Q: 3 clusters Score -1.783556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 135060 members 
Entering Unmasked Estep 
Score: -17835544.000000 Penalty: 5877.782715
	Iteration 75Q: 3 clusters Score -1.783554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 135067 members 
Entering Unmasked Estep 
Score: -17835546.000000 Penalty: 5877.782715
	Iteration 76Q: 3 clusters Score -1.783555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 135072 members 
Entering Unmasked Estep 
Score: -17835562.000000 Penalty: 5877.782715
	Iteration 77Q: 3 clusters Score -1.783556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 135074 members 
Entering Unmasked Estep 
Score: -17835560.000000 Penalty: 5877.782715
	Iteration 78Q: 3 clusters Score -1.783556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 135076 members 
Entering Unmasked Estep 
Score: -17835564.000000 Penalty: 5877.782715
	Iteration 79Q: 3 clusters Score -1.783556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 135079 members 
Entering Unmasked Estep 
Score: -17835570.000000 Penalty: 5877.782715
	Iteration 80F: 3 clusters Score -1.783557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 135081 members 
Entering Unmasked Estep 
Score: -17835560.000000 Penalty: 5877.782715
	Iteration 81Q: 3 clusters Score -1.783556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 135081 members 
Entering Unmasked Estep 
Score: -17835560.000000 Penalty: 5877.782715
	Iteration 82F: 3 clusters Score -1.783556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (105877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Entering Unmasked Estep 
Score: -13310678.000000 Penalty: 2869.368164
	Iteration 0F: 2 clusters Score -1.331068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -13240145.000000 Penalty: 5738.736328
	Iteration 0F: 3 clusters Score -1.324014e+07 nChanged 49903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -13269138.000000 Penalty: 5738.736328
	Iteration 1F: 3 clusters Score -1.326914e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -13270713.000000 Penalty: 5738.736328
	Iteration 2Q: 3 clusters Score -1.327071e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -13272592.000000 Penalty: 5738.736328
	Iteration 3Q: 3 clusters Score -1.327259e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -13275185.000000 Penalty: 5738.736328
	Iteration 4F: 3 clusters Score -1.327518e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -13278829.000000 Penalty: 5738.736328
	Iteration 5F: 3 clusters Score -1.327883e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -13284144.000000 Penalty: 5738.736328
	Iteration 6F: 3 clusters Score -1.328414e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83156 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -13290888.000000 Penalty: 5738.736328
	Iteration 7F: 3 clusters Score -1.329089e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -13297851.000000 Penalty: 5738.736328
	Iteration 8F: 3 clusters Score -1.329785e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -13302780.000000 Penalty: 5738.736328
	Iteration 9F: 3 clusters Score -1.330278e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99580 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -13305503.000000 Penalty: 5738.736328
	Iteration 10Q: 3 clusters Score -1.33055e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101449 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -13307009.000000 Penalty: 5738.736328
	Iteration 11Q: 3 clusters Score -1.330701e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102490 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -13307926.000000 Penalty: 5738.736328
	Iteration 12Q: 3 clusters Score -1.330793e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103002 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -13308467.000000 Penalty: 5738.736328
	Iteration 13Q: 3 clusters Score -1.330847e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103308 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -13308755.000000 Penalty: 5738.736328
	Iteration 14Q: 3 clusters Score -1.330876e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -13308819.000000 Penalty: 5738.736328
	Iteration 15Q: 3 clusters Score -1.330882e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103624 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -13308870.000000 Penalty: 5738.736328
	Iteration 16Q: 3 clusters Score -1.330887e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -13308940.000000 Penalty: 5738.736328
	Iteration 17Q: 3 clusters Score -1.330894e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103785 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -13308950.000000 Penalty: 5738.736328
	Iteration 18Q: 3 clusters Score -1.330895e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13308970.000000 Penalty: 5738.736328
	Iteration 19Q: 3 clusters Score -1.330897e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103871 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -13308992.000000 Penalty: 5738.736328
	Iteration 20F: 3 clusters Score -1.330899e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103905 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -13308999.000000 Penalty: 5738.736328
	Iteration 21Q: 3 clusters Score -1.3309e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -13309009.000000 Penalty: 5738.736328
	Iteration 22Q: 3 clusters Score -1.330901e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103954 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -13309011.000000 Penalty: 5738.736328
	Iteration 23Q: 3 clusters Score -1.330901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103963 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -13309024.000000 Penalty: 5738.736328
	Iteration 24Q: 3 clusters Score -1.330902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -13309019.000000 Penalty: 5738.736328
	Iteration 25Q: 3 clusters Score -1.330902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103977 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -13309028.000000 Penalty: 5738.736328
	Iteration 26Q: 3 clusters Score -1.330903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -13309022.000000 Penalty: 5738.736328
	Iteration 27Q: 3 clusters Score -1.330902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103982 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -13309024.000000 Penalty: 5738.736328
	Iteration 28Q: 3 clusters Score -1.330902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103986 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -13309022.000000 Penalty: 5738.736328
	Iteration 29Q: 3 clusters Score -1.330902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -13309022.000000 Penalty: 5738.736328
	Iteration 30Q: 3 clusters Score -1.330902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103992 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -13309026.000000 Penalty: 5738.736328
	Iteration 31Q: 3 clusters Score -1.330903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103995 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -13309035.000000 Penalty: 5738.736328
	Iteration 32Q: 3 clusters Score -1.330904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103995 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -13309035.000000 Penalty: 5738.736328
	Iteration 33F: 3 clusters Score -1.330904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Entering Unmasked Estep 
Score: -3749856.500000 Penalty: 2554.869873
	Iteration 0F: 2 clusters Score -3749856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3729527.500000 Penalty: 5109.739746
	Iteration 0F: 3 clusters Score -3729528 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3736800.250000 Penalty: 5109.739746
	Iteration 1F: 3 clusters Score -3736800 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3737381.500000 Penalty: 5109.739746
	Iteration 2Q: 3 clusters Score -3737382 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3738134.750000 Penalty: 5109.739746
	Iteration 3F: 3 clusters Score -3738135 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3739184.000000 Penalty: 5109.739746
	Iteration 4F: 3 clusters Score -3739184 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3740622.500000 Penalty: 5109.739746
	Iteration 5F: 3 clusters Score -3740622 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3742213.500000 Penalty: 5109.739746
	Iteration 6F: 3 clusters Score -3742214 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3743557.250000 Penalty: 5109.739746
	Iteration 7F: 3 clusters Score -3743557 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3744436.250000 Penalty: 5109.739746
	Iteration 8F: 3 clusters Score -3744436 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3745026.250000 Penalty: 5109.739746
	Iteration 9Q: 3 clusters Score -3745026 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -3745467.500000 Penalty: 5109.739746
	Iteration 10Q: 3 clusters Score -3745468 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3745855.750000 Penalty: 5109.739746
	Iteration 11Q: 3 clusters Score -3745856 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -3746210.000000 Penalty: 5109.739746
	Iteration 12Q: 3 clusters Score -3746210 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3746482.000000 Penalty: 5109.739746
	Iteration 13Q: 3 clusters Score -3746482 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -3746664.500000 Penalty: 5109.739746
	Iteration 14Q: 3 clusters Score -3746664 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -3746821.500000 Penalty: 5109.739746
	Iteration 15Q: 3 clusters Score -3746822 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3746979.500000 Penalty: 5109.739746
	Iteration 16Q: 3 clusters Score -3746980 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3747078.250000 Penalty: 5109.739746
	Iteration 17Q: 3 clusters Score -3747078 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3747186.750000 Penalty: 5109.739746
	Iteration 18Q: 3 clusters Score -3747187 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3747263.250000 Penalty: 5109.739746
	Iteration 19Q: 3 clusters Score -3747263 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3747348.000000 Penalty: 5109.739746
	Iteration 20F: 3 clusters Score -3747348 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3747460.000000 Penalty: 5109.739746
	Iteration 21Q: 3 clusters Score -3747460 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3747535.000000 Penalty: 5109.739746
	Iteration 22Q: 3 clusters Score -3747535 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3747612.500000 Penalty: 5109.739746
	Iteration 23Q: 3 clusters Score -3747612 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3747677.500000 Penalty: 5109.739746
	Iteration 24Q: 3 clusters Score -3747678 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3747743.500000 Penalty: 5109.739746
	Iteration 25Q: 3 clusters Score -3747744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3747792.750000 Penalty: 5109.739746
	Iteration 26Q: 3 clusters Score -3747793 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3747849.000000 Penalty: 5109.739746
	Iteration 27Q: 3 clusters Score -3747849 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3747909.250000 Penalty: 5109.739746
	Iteration 28Q: 3 clusters Score -3747909 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3747994.250000 Penalty: 5109.739746
	Iteration 29Q: 3 clusters Score -3747994 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -3748053.500000 Penalty: 5109.739746
	Iteration 30Q: 3 clusters Score -3748054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -3748107.250000 Penalty: 5109.739746
	Iteration 31Q: 3 clusters Score -3748107 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3748165.000000 Penalty: 5109.739746
	Iteration 32Q: 3 clusters Score -3748165 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -3748229.500000 Penalty: 5109.739746
	Iteration 33Q: 3 clusters Score -3748230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3748311.500000 Penalty: 5109.739746
	Iteration 34Q: 3 clusters Score -3748312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3748392.500000 Penalty: 5109.739746
	Iteration 35Q: 3 clusters Score -3748392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3748500.500000 Penalty: 5109.739746
	Iteration 36Q: 3 clusters Score -3748500 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -3748605.250000 Penalty: 5109.739746
	Iteration 37Q: 3 clusters Score -3748605 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3748676.750000 Penalty: 5109.739746
	Iteration 38Q: 3 clusters Score -3748677 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3748715.000000 Penalty: 5109.739746
	Iteration 39Q: 3 clusters Score -3748715 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3748751.500000 Penalty: 5109.739746
	Iteration 40F: 3 clusters Score -3748752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -3748749.750000 Penalty: 5109.739746
	Iteration 41Q: 3 clusters Score -3748750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3748762.000000 Penalty: 5109.739746
	Iteration 42Q: 3 clusters Score -3748762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3748769.250000 Penalty: 5109.739746
	Iteration 43Q: 3 clusters Score -3748769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3748772.500000 Penalty: 5109.739746
	Iteration 44Q: 3 clusters Score -3748772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -3748780.250000 Penalty: 5109.739746
	Iteration 45Q: 3 clusters Score -3748780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -3748790.750000 Penalty: 5109.739746
	Iteration 46Q: 3 clusters Score -3748791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -3748786.000000 Penalty: 5109.739746
	Iteration 47Q: 3 clusters Score -3748786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -3748784.750000 Penalty: 5109.739746
	Iteration 48Q: 3 clusters Score -3748785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -3748784.000000 Penalty: 5109.739746
	Iteration 49Q: 3 clusters Score -3748784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -3748785.250000 Penalty: 5109.739746
	Iteration 50Q: 3 clusters Score -3748785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3748783.500000 Penalty: 5109.739746
	Iteration 51Q: 3 clusters Score -3748784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3748783.500000 Penalty: 5109.739746
	Iteration 52F: 3 clusters Score -3748784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Entering Unmasked Estep 
Score: -369950.218750 Penalty: 1997.993896
	Iteration 0F: 2 clusters Score -369950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -366589.406250 Penalty: 3995.987793
	Iteration 0F: 3 clusters Score -366589.4 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -367256.593750 Penalty: 3995.987793
	Iteration 1F: 3 clusters Score -367256.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -367471.312500 Penalty: 3995.987793
	Iteration 2F: 3 clusters Score -367471.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -367596.687500 Penalty: 3995.987793
	Iteration 3F: 3 clusters Score -367596.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -367674.437500 Penalty: 3995.987793
	Iteration 4Q: 3 clusters Score -367674.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -367738.156250 Penalty: 3995.987793
	Iteration 5Q: 3 clusters Score -367738.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -367780.656250 Penalty: 3995.987793
	Iteration 6Q: 3 clusters Score -367780.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -367807.031250 Penalty: 3995.987793
	Iteration 7Q: 3 clusters Score -367807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -367822.656250 Penalty: 3995.987793
	Iteration 8Q: 3 clusters Score -367822.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -367834.406250 Penalty: 3995.987793
	Iteration 9Q: 3 clusters Score -367834.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -367842.000000 Penalty: 3995.987793
	Iteration 10Q: 3 clusters Score -367842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -367848.531250 Penalty: 3995.987793
	Iteration 11Q: 3 clusters Score -367848.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -367857.968750 Penalty: 3995.987793
	Iteration 12Q: 3 clusters Score -367858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -367862.968750 Penalty: 3995.987793
	Iteration 13Q: 3 clusters Score -367863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -367865.593750 Penalty: 3995.987793
	Iteration 14Q: 3 clusters Score -367865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -367865.968750 Penalty: 3995.987793
	Iteration 15Q: 3 clusters Score -367866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -367866.437500 Penalty: 3995.987793
	Iteration 16Q: 3 clusters Score -367866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -367867.812500 Penalty: 3995.987793
	Iteration 17Q: 3 clusters Score -367867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -367869.312500 Penalty: 3995.987793
	Iteration 18Q: 3 clusters Score -367869.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -367871.250000 Penalty: 3995.987793
	Iteration 19Q: 3 clusters Score -367871.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -367872.718750 Penalty: 3995.987793
	Iteration 20F: 3 clusters Score -367872.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -367873.718750 Penalty: 3995.987793
	Iteration 21Q: 3 clusters Score -367873.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -367875.781250 Penalty: 3995.987793
	Iteration 22Q: 3 clusters Score -367875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -367877.531250 Penalty: 3995.987793
	Iteration 23Q: 3 clusters Score -367877.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -367881.750000 Penalty: 3995.987793
	Iteration 24Q: 3 clusters Score -367881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -367885.906250 Penalty: 3995.987793
	Iteration 25Q: 3 clusters Score -367885.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -367888.343750 Penalty: 3995.987793
	Iteration 26Q: 3 clusters Score -367888.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -367890.250000 Penalty: 3995.987793
	Iteration 27Q: 3 clusters Score -367890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -367891.343750 Penalty: 3995.987793
	Iteration 28Q: 3 clusters Score -367891.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -367892.250000 Penalty: 3995.987793
	Iteration 29Q: 3 clusters Score -367892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -367892.437500 Penalty: 3995.987793
	Iteration 30Q: 3 clusters Score -367892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -367893.093750 Penalty: 3995.987793
	Iteration 31Q: 3 clusters Score -367893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -367894.375000 Penalty: 3995.987793
	Iteration 32Q: 3 clusters Score -367894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -367894.375000 Penalty: 3995.987793
	Iteration 33F: 3 clusters Score -367894.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Entering Unmasked Estep 
Score: -768026.562500 Penalty: 2166.091064
	Iteration 0F: 2 clusters Score -768026.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -762754.812500 Penalty: 4332.182129
	Iteration 0F: 3 clusters Score -762754.8 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -764090.687500 Penalty: 4332.182129
	Iteration 1F: 3 clusters Score -764090.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -764352.562500 Penalty: 4332.182129
	Iteration 2F: 3 clusters Score -764352.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -764511.437500 Penalty: 4332.182129
	Iteration 3F: 3 clusters Score -764511.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -764631.000000 Penalty: 4332.182129
	Iteration 4Q: 3 clusters Score -764631 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -764716.687500 Penalty: 4332.182129
	Iteration 5Q: 3 clusters Score -764716.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -764785.562500 Penalty: 4332.182129
	Iteration 6Q: 3 clusters Score -764785.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -764848.375000 Penalty: 4332.182129
	Iteration 7Q: 3 clusters Score -764848.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -764907.250000 Penalty: 4332.182129
	Iteration 8Q: 3 clusters Score -764907.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -764965.687500 Penalty: 4332.182129
	Iteration 9Q: 3 clusters Score -764965.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -765030.625000 Penalty: 4332.182129
	Iteration 10Q: 3 clusters Score -765030.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -765103.000000 Penalty: 4332.182129
	Iteration 11Q: 3 clusters Score -765103 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -765179.250000 Penalty: 4332.182129
	Iteration 12Q: 3 clusters Score -765179.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -765250.812500 Penalty: 4332.182129
	Iteration 13Q: 3 clusters Score -765250.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -765321.125000 Penalty: 4332.182129
	Iteration 14Q: 3 clusters Score -765321.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -765388.125000 Penalty: 4332.182129
	Iteration 15Q: 3 clusters Score -765388.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -765464.000000 Penalty: 4332.182129
	Iteration 16Q: 3 clusters Score -765464 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -765526.812500 Penalty: 4332.182129
	Iteration 17Q: 3 clusters Score -765526.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -765584.250000 Penalty: 4332.182129
	Iteration 18Q: 3 clusters Score -765584.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -765642.625000 Penalty: 4332.182129
	Iteration 19Q: 3 clusters Score -765642.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -765689.750000 Penalty: 4332.182129
	Iteration 20F: 3 clusters Score -765689.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -765737.562500 Penalty: 4332.182129
	Iteration 21Q: 3 clusters Score -765737.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -765779.687500 Penalty: 4332.182129
	Iteration 22Q: 3 clusters Score -765779.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -765812.375000 Penalty: 4332.182129
	Iteration 23Q: 3 clusters Score -765812.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -765852.437500 Penalty: 4332.182129
	Iteration 24Q: 3 clusters Score -765852.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -765891.000000 Penalty: 4332.182129
	Iteration 25Q: 3 clusters Score -765891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -765931.562500 Penalty: 4332.182129
	Iteration 26Q: 3 clusters Score -765931.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -765966.250000 Penalty: 4332.182129
	Iteration 27Q: 3 clusters Score -765966.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -765993.187500 Penalty: 4332.182129
	Iteration 28Q: 3 clusters Score -765993.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -766016.187500 Penalty: 4332.182129
	Iteration 29Q: 3 clusters Score -766016.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -766043.625000 Penalty: 4332.182129
	Iteration 30Q: 3 clusters Score -766043.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -766063.937500 Penalty: 4332.182129
	Iteration 31Q: 3 clusters Score -766063.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -766079.250000 Penalty: 4332.182129
	Iteration 32Q: 3 clusters Score -766079.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -766093.250000 Penalty: 4332.182129
	Iteration 33Q: 3 clusters Score -766093.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -766110.937500 Penalty: 4332.182129
	Iteration 34Q: 3 clusters Score -766110.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -766123.062500 Penalty: 4332.182129
	Iteration 35Q: 3 clusters Score -766123.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -766141.312500 Penalty: 4332.182129
	Iteration 36Q: 3 clusters Score -766141.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -766155.250000 Penalty: 4332.182129
	Iteration 37Q: 3 clusters Score -766155.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -766168.937500 Penalty: 4332.182129
	Iteration 38Q: 3 clusters Score -766168.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -766182.875000 Penalty: 4332.182129
	Iteration 39Q: 3 clusters Score -766182.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -766194.312500 Penalty: 4332.182129
	Iteration 40F: 3 clusters Score -766194.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -766206.000000 Penalty: 4332.182129
	Iteration 41Q: 3 clusters Score -766206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -766211.437500 Penalty: 4332.182129
	Iteration 42Q: 3 clusters Score -766211.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -766216.875000 Penalty: 4332.182129
	Iteration 43Q: 3 clusters Score -766216.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -766220.312500 Penalty: 4332.182129
	Iteration 44Q: 3 clusters Score -766220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -766221.062500 Penalty: 4332.182129
	Iteration 45Q: 3 clusters Score -766221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -766222.125000 Penalty: 4332.182129
	Iteration 46Q: 3 clusters Score -766222.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -766223.062500 Penalty: 4332.182129
	Iteration 47Q: 3 clusters Score -766223.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -766223.062500 Penalty: 4332.182129
	Iteration 48F: 3 clusters Score -766223.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Entering Unmasked Estep 
Score: -5366375.000000 Penalty: 2642.918701
	Iteration 0F: 2 clusters Score -5366375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -5337630.500000 Penalty: 5285.837402
	Iteration 0F: 3 clusters Score -5337630 nChanged 19533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -5348479.000000 Penalty: 5285.837402
	Iteration 1F: 3 clusters Score -5348479 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -5349324.000000 Penalty: 5285.837402
	Iteration 2Q: 3 clusters Score -5349324 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -5350451.500000 Penalty: 5285.837402
	Iteration 3Q: 3 clusters Score -5350452 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -5352101.500000 Penalty: 5285.837402
	Iteration 4F: 3 clusters Score -5352102 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -5354135.500000 Penalty: 5285.837402
	Iteration 5F: 3 clusters Score -5354136 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -5356339.500000 Penalty: 5285.837402
	Iteration 6F: 3 clusters Score -5356340 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -5358284.500000 Penalty: 5285.837402
	Iteration 7F: 3 clusters Score -5358284 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -5359665.500000 Penalty: 5285.837402
	Iteration 8F: 3 clusters Score -5359666 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -5360502.500000 Penalty: 5285.837402
	Iteration 9Q: 3 clusters Score -5360502 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -5360985.000000 Penalty: 5285.837402
	Iteration 10Q: 3 clusters Score -5360985 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -5361286.000000 Penalty: 5285.837402
	Iteration 11Q: 3 clusters Score -5361286 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -5361480.500000 Penalty: 5285.837402
	Iteration 12Q: 3 clusters Score -5361480 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5361649.000000 Penalty: 5285.837402
	Iteration 13Q: 3 clusters Score -5361649 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -5361798.000000 Penalty: 5285.837402
	Iteration 14Q: 3 clusters Score -5361798 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -5361998.500000 Penalty: 5285.837402
	Iteration 15Q: 3 clusters Score -5361998 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -5362160.500000 Penalty: 5285.837402
	Iteration 16Q: 3 clusters Score -5362160 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -5362313.000000 Penalty: 5285.837402
	Iteration 17Q: 3 clusters Score -5362313 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -5362496.000000 Penalty: 5285.837402
	Iteration 18Q: 3 clusters Score -5362496 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5362733.000000 Penalty: 5285.837402
	Iteration 19Q: 3 clusters Score -5362733 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -5363151.000000 Penalty: 5285.837402
	Iteration 20F: 3 clusters Score -5363151 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -5364333.500000 Penalty: 5285.837402
	Iteration 21Q: 3 clusters Score -5364334 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -5365023.500000 Penalty: 5285.837402
	Iteration 22Q: 3 clusters Score -5365024 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -5365149.000000 Penalty: 5285.837402
	Iteration 23Q: 3 clusters Score -5365149 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5365225.000000 Penalty: 5285.837402
	Iteration 24Q: 3 clusters Score -5365225 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5365280.000000 Penalty: 5285.837402
	Iteration 25Q: 3 clusters Score -5365280 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5365326.000000 Penalty: 5285.837402
	Iteration 26Q: 3 clusters Score -5365326 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -5365356.500000 Penalty: 5285.837402
	Iteration 27Q: 3 clusters Score -5365356 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -5365368.500000 Penalty: 5285.837402
	Iteration 28Q: 3 clusters Score -5365368 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -5365388.000000 Penalty: 5285.837402
	Iteration 29Q: 3 clusters Score -5365388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -5365410.000000 Penalty: 5285.837402
	Iteration 30Q: 3 clusters Score -5365410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -5365419.500000 Penalty: 5285.837402
	Iteration 31Q: 3 clusters Score -5365420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -5365442.000000 Penalty: 5285.837402
	Iteration 32Q: 3 clusters Score -5365442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -5365437.500000 Penalty: 5285.837402
	Iteration 33Q: 3 clusters Score -5365438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -5365444.500000 Penalty: 5285.837402
	Iteration 34Q: 3 clusters Score -5365444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -5365448.000000 Penalty: 5285.837402
	Iteration 35Q: 3 clusters Score -5365448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -5365463.000000 Penalty: 5285.837402
	Iteration 36Q: 3 clusters Score -5365463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -5365474.500000 Penalty: 5285.837402
	Iteration 37Q: 3 clusters Score -5365474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -5365466.500000 Penalty: 5285.837402
	Iteration 38Q: 3 clusters Score -5365466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -5365472.000000 Penalty: 5285.837402
	Iteration 39Q: 3 clusters Score -5365472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -5365481.500000 Penalty: 5285.837402
	Iteration 40F: 3 clusters Score -5365482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -5365486.000000 Penalty: 5285.837402
	Iteration 41Q: 3 clusters Score -5365486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -5365502.500000 Penalty: 5285.837402
	Iteration 42Q: 3 clusters Score -5365502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -5365487.000000 Penalty: 5285.837402
	Iteration 43Q: 3 clusters Score -5365487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -5365486.000000 Penalty: 5285.837402
	Iteration 44Q: 3 clusters Score -5365486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -5365495.000000 Penalty: 5285.837402
	Iteration 45Q: 3 clusters Score -5365495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5365503.500000 Penalty: 5285.837402
	Iteration 46Q: 3 clusters Score -5365504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -5365509.000000 Penalty: 5285.837402
	Iteration 47Q: 3 clusters Score -5365509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -5365514.000000 Penalty: 5285.837402
	Iteration 48Q: 3 clusters Score -5365514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -5365515.500000 Penalty: 5285.837402
	Iteration 49Q: 3 clusters Score -5365516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -5365514.000000 Penalty: 5285.837402
	Iteration 50Q: 3 clusters Score -5365514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -5365512.500000 Penalty: 5285.837402
	Iteration 51Q: 3 clusters Score -5365512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -5365517.500000 Penalty: 5285.837402
	Iteration 52Q: 3 clusters Score -5365518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -5365513.500000 Penalty: 5285.837402
	Iteration 53Q: 3 clusters Score -5365514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -5365506.000000 Penalty: 5285.837402
	Iteration 54Q: 3 clusters Score -5365506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -5365506.000000 Penalty: 5285.837402
	Iteration 55F: 3 clusters Score -5365506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Entering Unmasked Estep 
Score: -4260785.500000 Penalty: 2578.900635
	Iteration 0F: 2 clusters Score -4260786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -4238243.500000 Penalty: 5157.801270
	Iteration 0F: 3 clusters Score -4238244 nChanged 14904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4246439.000000 Penalty: 5157.801270
	Iteration 1F: 3 clusters Score -4246439 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4246874.000000 Penalty: 5157.801270
	Iteration 2Q: 3 clusters Score -4246874 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -4247361.000000 Penalty: 5157.801270
	Iteration 3Q: 3 clusters Score -4247361 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -4247856.500000 Penalty: 5157.801270
	Iteration 4Q: 3 clusters Score -4247856 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4248509.500000 Penalty: 5157.801270
	Iteration 5Q: 3 clusters Score -4248510 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4249444.500000 Penalty: 5157.801270
	Iteration 6F: 3 clusters Score -4249444 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -4250695.500000 Penalty: 5157.801270
	Iteration 7F: 3 clusters Score -4250696 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4252408.500000 Penalty: 5157.801270
	Iteration 8F: 3 clusters Score -4252408 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4254419.000000 Penalty: 5157.801270
	Iteration 9F: 3 clusters Score -4254419 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4256234.000000 Penalty: 5157.801270
	Iteration 10F: 3 clusters Score -4256234 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4257388.000000 Penalty: 5157.801270
	Iteration 11Q: 3 clusters Score -4257388 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4257970.000000 Penalty: 5157.801270
	Iteration 12Q: 3 clusters Score -4257970 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4258242.500000 Penalty: 5157.801270
	Iteration 13Q: 3 clusters Score -4258242 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4258362.500000 Penalty: 5157.801270
	Iteration 14Q: 3 clusters Score -4258362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4258414.500000 Penalty: 5157.801270
	Iteration 15Q: 3 clusters Score -4258414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4258432.000000 Penalty: 5157.801270
	Iteration 16Q: 3 clusters Score -4258432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4258449.500000 Penalty: 5157.801270
	Iteration 17Q: 3 clusters Score -4258450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4258458.000000 Penalty: 5157.801270
	Iteration 18Q: 3 clusters Score -4258458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4258467.500000 Penalty: 5157.801270
	Iteration 19Q: 3 clusters Score -4258468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4258478.500000 Penalty: 5157.801270
	Iteration 20F: 3 clusters Score -4258478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4258478.500000 Penalty: 5157.801270
	Iteration 21Q: 3 clusters Score -4258478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4258484.000000 Penalty: 5157.801270
	Iteration 22Q: 3 clusters Score -4258484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4258482.000000 Penalty: 5157.801270
	Iteration 23Q: 3 clusters Score -4258482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4258488.500000 Penalty: 5157.801270
	Iteration 24Q: 3 clusters Score -4258488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4258488.500000 Penalty: 5157.801270
	Iteration 25F: 3 clusters Score -4258488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Entering Unmasked Estep 
Score: -689495.250000 Penalty: 2133.135010
	Iteration 0F: 2 clusters Score -689495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -684749.562500 Penalty: 4266.270020
	Iteration 0F: 3 clusters Score -684749.6 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -685912.812500 Penalty: 4266.270020
	Iteration 1F: 3 clusters Score -685912.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -686128.125000 Penalty: 4266.270020
	Iteration 2F: 3 clusters Score -686128.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -686246.500000 Penalty: 4266.270020
	Iteration 3Q: 3 clusters Score -686246.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -686335.125000 Penalty: 4266.270020
	Iteration 4Q: 3 clusters Score -686335.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -686415.687500 Penalty: 4266.270020
	Iteration 5Q: 3 clusters Score -686415.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -686490.750000 Penalty: 4266.270020
	Iteration 6Q: 3 clusters Score -686490.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -686549.500000 Penalty: 4266.270020
	Iteration 7Q: 3 clusters Score -686549.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -686621.375000 Penalty: 4266.270020
	Iteration 8Q: 3 clusters Score -686621.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -686696.500000 Penalty: 4266.270020
	Iteration 9Q: 3 clusters Score -686696.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -686775.375000 Penalty: 4266.270020
	Iteration 10Q: 3 clusters Score -686775.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -686842.687500 Penalty: 4266.270020
	Iteration 11Q: 3 clusters Score -686842.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -686898.750000 Penalty: 4266.270020
	Iteration 12Q: 3 clusters Score -686898.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -686953.687500 Penalty: 4266.270020
	Iteration 13Q: 3 clusters Score -686953.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -687013.687500 Penalty: 4266.270020
	Iteration 14Q: 3 clusters Score -687013.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -687074.437500 Penalty: 4266.270020
	Iteration 15Q: 3 clusters Score -687074.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -687133.437500 Penalty: 4266.270020
	Iteration 16Q: 3 clusters Score -687133.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -687184.000000 Penalty: 4266.270020
	Iteration 17Q: 3 clusters Score -687184 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -687228.687500 Penalty: 4266.270020
	Iteration 18Q: 3 clusters Score -687228.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -687276.687500 Penalty: 4266.270020
	Iteration 19Q: 3 clusters Score -687276.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -687322.500000 Penalty: 4266.270020
	Iteration 20F: 3 clusters Score -687322.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -687356.187500 Penalty: 4266.270020
	Iteration 21Q: 3 clusters Score -687356.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -687373.625000 Penalty: 4266.270020
	Iteration 22Q: 3 clusters Score -687373.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -687388.562500 Penalty: 4266.270020
	Iteration 23Q: 3 clusters Score -687388.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -687405.187500 Penalty: 4266.270020
	Iteration 24Q: 3 clusters Score -687405.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -687420.812500 Penalty: 4266.270020
	Iteration 25Q: 3 clusters Score -687420.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -687434.312500 Penalty: 4266.270020
	Iteration 26Q: 3 clusters Score -687434.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -687448.250000 Penalty: 4266.270020
	Iteration 27Q: 3 clusters Score -687448.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -687455.500000 Penalty: 4266.270020
	Iteration 28Q: 3 clusters Score -687455.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -687460.437500 Penalty: 4266.270020
	Iteration 29Q: 3 clusters Score -687460.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -687462.750000 Penalty: 4266.270020
	Iteration 30Q: 3 clusters Score -687462.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -687470.625000 Penalty: 4266.270020
	Iteration 31Q: 3 clusters Score -687470.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -687480.125000 Penalty: 4266.270020
	Iteration 32Q: 3 clusters Score -687480.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -687487.500000 Penalty: 4266.270020
	Iteration 33Q: 3 clusters Score -687487.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -687491.250000 Penalty: 4266.270020
	Iteration 34Q: 3 clusters Score -687491.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -687497.187500 Penalty: 4266.270020
	Iteration 35Q: 3 clusters Score -687497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -687503.000000 Penalty: 4266.270020
	Iteration 36Q: 3 clusters Score -687503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -687508.875000 Penalty: 4266.270020
	Iteration 37Q: 3 clusters Score -687508.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -687514.062500 Penalty: 4266.270020
	Iteration 38Q: 3 clusters Score -687514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -687515.000000 Penalty: 4266.270020
	Iteration 39Q: 3 clusters Score -687515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -687518.187500 Penalty: 4266.270020
	Iteration 40F: 3 clusters Score -687518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -687519.125000 Penalty: 4266.270020
	Iteration 41Q: 3 clusters Score -687519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -687520.562500 Penalty: 4266.270020
	Iteration 42Q: 3 clusters Score -687520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -687521.812500 Penalty: 4266.270020
	Iteration 43Q: 3 clusters Score -687521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -687522.062500 Penalty: 4266.270020
	Iteration 44Q: 3 clusters Score -687522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -687524.562500 Penalty: 4266.270020
	Iteration 45Q: 3 clusters Score -687524.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -687529.250000 Penalty: 4266.270020
	Iteration 46Q: 3 clusters Score -687529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -687531.875000 Penalty: 4266.270020
	Iteration 47Q: 3 clusters Score -687531.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -687533.250000 Penalty: 4266.270020
	Iteration 48Q: 3 clusters Score -687533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -687536.500000 Penalty: 4266.270020
	Iteration 49Q: 3 clusters Score -687536.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -687537.000000 Penalty: 4266.270020
	Iteration 50Q: 3 clusters Score -687537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -687538.437500 Penalty: 4266.270020
	Iteration 51Q: 3 clusters Score -687538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -687539.687500 Penalty: 4266.270020
	Iteration 52Q: 3 clusters Score -687539.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -687540.687500 Penalty: 4266.270020
	Iteration 53Q: 3 clusters Score -687540.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -687541.375000 Penalty: 4266.270020
	Iteration 54Q: 3 clusters Score -687541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -687543.750000 Penalty: 4266.270020
	Iteration 55Q: 3 clusters Score -687543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -687544.250000 Penalty: 4266.270020
	Iteration 56Q: 3 clusters Score -687544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -687544.250000 Penalty: 4266.270020
	Iteration 57F: 3 clusters Score -687544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Entering Unmasked Estep 
Score: -1610521.250000 Penalty: 2334.392578
	Iteration 0F: 2 clusters Score -1610521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1601395.000000 Penalty: 4668.785156
	Iteration 0F: 3 clusters Score -1601395 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1604109.500000 Penalty: 4668.785156
	Iteration 1F: 3 clusters Score -1604110 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1604451.750000 Penalty: 4668.785156
	Iteration 2F: 3 clusters Score -1604452 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1604702.250000 Penalty: 4668.785156
	Iteration 3F: 3 clusters Score -1604702 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1604922.375000 Penalty: 4668.785156
	Iteration 4Q: 3 clusters Score -1604922 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1605078.750000 Penalty: 4668.785156
	Iteration 5Q: 3 clusters Score -1605079 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1605219.500000 Penalty: 4668.785156
	Iteration 6Q: 3 clusters Score -1605220 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1605342.250000 Penalty: 4668.785156
	Iteration 7Q: 3 clusters Score -1605342 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1605460.625000 Penalty: 4668.785156
	Iteration 8Q: 3 clusters Score -1605461 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1605591.875000 Penalty: 4668.785156
	Iteration 9Q: 3 clusters Score -1605592 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1605774.125000 Penalty: 4668.785156
	Iteration 10Q: 3 clusters Score -1605774 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1606032.625000 Penalty: 4668.785156
	Iteration 11Q: 3 clusters Score -1606033 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1606377.625000 Penalty: 4668.785156
	Iteration 12Q: 3 clusters Score -1606378 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1606733.750000 Penalty: 4668.785156
	Iteration 13Q: 3 clusters Score -1606734 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1607045.500000 Penalty: 4668.785156
	Iteration 14Q: 3 clusters Score -1607046 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1607294.250000 Penalty: 4668.785156
	Iteration 15Q: 3 clusters Score -1607294 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1607475.750000 Penalty: 4668.785156
	Iteration 16Q: 3 clusters Score -1607476 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1607612.125000 Penalty: 4668.785156
	Iteration 17Q: 3 clusters Score -1607612 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1607721.500000 Penalty: 4668.785156
	Iteration 18Q: 3 clusters Score -1607722 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1607808.375000 Penalty: 4668.785156
	Iteration 19Q: 3 clusters Score -1607808 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1607885.500000 Penalty: 4668.785156
	Iteration 20F: 3 clusters Score -1607886 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1607947.500000 Penalty: 4668.785156
	Iteration 21Q: 3 clusters Score -1607948 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1607991.000000 Penalty: 4668.785156
	Iteration 22Q: 3 clusters Score -1607991 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1608042.000000 Penalty: 4668.785156
	Iteration 23Q: 3 clusters Score -1608042 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1608087.625000 Penalty: 4668.785156
	Iteration 24Q: 3 clusters Score -1608088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1608118.375000 Penalty: 4668.785156
	Iteration 25Q: 3 clusters Score -1608118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1608143.750000 Penalty: 4668.785156
	Iteration 26Q: 3 clusters Score -1608144 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1608167.250000 Penalty: 4668.785156
	Iteration 27Q: 3 clusters Score -1608167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1608183.375000 Penalty: 4668.785156
	Iteration 28Q: 3 clusters Score -1608183 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1608211.500000 Penalty: 4668.785156
	Iteration 29Q: 3 clusters Score -1608212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1608235.625000 Penalty: 4668.785156
	Iteration 30Q: 3 clusters Score -1608236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1608253.500000 Penalty: 4668.785156
	Iteration 31Q: 3 clusters Score -1608254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1608270.375000 Penalty: 4668.785156
	Iteration 32Q: 3 clusters Score -1608270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1608284.000000 Penalty: 4668.785156
	Iteration 33Q: 3 clusters Score -1608284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1608304.250000 Penalty: 4668.785156
	Iteration 34Q: 3 clusters Score -1608304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1608315.625000 Penalty: 4668.785156
	Iteration 35Q: 3 clusters Score -1608316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1608326.250000 Penalty: 4668.785156
	Iteration 36Q: 3 clusters Score -1608326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1608335.250000 Penalty: 4668.785156
	Iteration 37Q: 3 clusters Score -1608335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1608344.875000 Penalty: 4668.785156
	Iteration 38Q: 3 clusters Score -1608345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1608351.000000 Penalty: 4668.785156
	Iteration 39Q: 3 clusters Score -1608351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1608359.125000 Penalty: 4668.785156
	Iteration 40F: 3 clusters Score -1608359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1608363.125000 Penalty: 4668.785156
	Iteration 41Q: 3 clusters Score -1608363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1608367.625000 Penalty: 4668.785156
	Iteration 42Q: 3 clusters Score -1608368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1608373.500000 Penalty: 4668.785156
	Iteration 43Q: 3 clusters Score -1608374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1608376.250000 Penalty: 4668.785156
	Iteration 44Q: 3 clusters Score -1608376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1608377.125000 Penalty: 4668.785156
	Iteration 45Q: 3 clusters Score -1608377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1608377.875000 Penalty: 4668.785156
	Iteration 46Q: 3 clusters Score -1608378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1608376.875000 Penalty: 4668.785156
	Iteration 47Q: 3 clusters Score -1608377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1608375.750000 Penalty: 4668.785156
	Iteration 48Q: 3 clusters Score -1608376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1608376.625000 Penalty: 4668.785156
	Iteration 49Q: 3 clusters Score -1608377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1608380.125000 Penalty: 4668.785156
	Iteration 50Q: 3 clusters Score -1608380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1608377.375000 Penalty: 4668.785156
	Iteration 51Q: 3 clusters Score -1608377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1608378.125000 Penalty: 4668.785156
	Iteration 52Q: 3 clusters Score -1608378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1608381.375000 Penalty: 4668.785156
	Iteration 53Q: 3 clusters Score -1608381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1608379.750000 Penalty: 4668.785156
	Iteration 54Q: 3 clusters Score -1608380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1608379.000000 Penalty: 4668.785156
	Iteration 55Q: 3 clusters Score -1608379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1608385.125000 Penalty: 4668.785156
	Iteration 56Q: 3 clusters Score -1608385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1608385.375000 Penalty: 4668.785156
	Iteration 57Q: 3 clusters Score -1608385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1608384.750000 Penalty: 4668.785156
	Iteration 58Q: 3 clusters Score -1608385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1608383.750000 Penalty: 4668.785156
	Iteration 59Q: 3 clusters Score -1608384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1608386.875000 Penalty: 4668.785156
	Iteration 60F: 3 clusters Score -1608387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1608388.250000 Penalty: 4668.785156
	Iteration 61Q: 3 clusters Score -1608388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1608387.750000 Penalty: 4668.785156
	Iteration 62Q: 3 clusters Score -1608388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1608390.125000 Penalty: 4668.785156
	Iteration 63Q: 3 clusters Score -1608390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1608393.875000 Penalty: 4668.785156
	Iteration 64Q: 3 clusters Score -1608394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1608394.125000 Penalty: 4668.785156
	Iteration 65Q: 3 clusters Score -1608394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1608397.000000 Penalty: 4668.785156
	Iteration 66Q: 3 clusters Score -1608397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1608397.875000 Penalty: 4668.785156
	Iteration 67Q: 3 clusters Score -1608398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1608397.875000 Penalty: 4668.785156
	Iteration 68F: 3 clusters Score -1608398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Entering Unmasked Estep 
Score: -7146578.000000 Penalty: 2706.558350
	Iteration 0F: 2 clusters Score -7146578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -7109527.500000 Penalty: 5413.116699
	Iteration 0F: 3 clusters Score -7109528 nChanged 25459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -7123702.000000 Penalty: 5413.116699
	Iteration 1F: 3 clusters Score -7123702 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -7124220.000000 Penalty: 5413.116699
	Iteration 2Q: 3 clusters Score -7124220 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -7124826.500000 Penalty: 5413.116699
	Iteration 3Q: 3 clusters Score -7124826 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -7125546.500000 Penalty: 5413.116699
	Iteration 4Q: 3 clusters Score -7125546 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -7126605.500000 Penalty: 5413.116699
	Iteration 5Q: 3 clusters Score -7126606 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -7128479.500000 Penalty: 5413.116699
	Iteration 6F: 3 clusters Score -7128480 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -7131393.000000 Penalty: 5413.116699
	Iteration 7F: 3 clusters Score -7131393 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -7135096.500000 Penalty: 5413.116699
	Iteration 8F: 3 clusters Score -7135096 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -7138795.500000 Penalty: 5413.116699
	Iteration 9F: 3 clusters Score -7138796 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -7141251.500000 Penalty: 5413.116699
	Iteration 10F: 3 clusters Score -7141252 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7142598.500000 Penalty: 5413.116699
	Iteration 11Q: 3 clusters Score -7142598 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7143341.500000 Penalty: 5413.116699
	Iteration 12Q: 3 clusters Score -7143342 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7143746.000000 Penalty: 5413.116699
	Iteration 13Q: 3 clusters Score -7143746 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7143921.000000 Penalty: 5413.116699
	Iteration 14Q: 3 clusters Score -7143921 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7144010.500000 Penalty: 5413.116699
	Iteration 15Q: 3 clusters Score -7144010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7144068.000000 Penalty: 5413.116699
	Iteration 16Q: 3 clusters Score -7144068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7144110.000000 Penalty: 5413.116699
	Iteration 17Q: 3 clusters Score -7144110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7144136.500000 Penalty: 5413.116699
	Iteration 18Q: 3 clusters Score -7144136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7144151.500000 Penalty: 5413.116699
	Iteration 19Q: 3 clusters Score -7144152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7144160.000000 Penalty: 5413.116699
	Iteration 20F: 3 clusters Score -7144160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7144172.500000 Penalty: 5413.116699
	Iteration 21Q: 3 clusters Score -7144172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7144183.500000 Penalty: 5413.116699
	Iteration 22Q: 3 clusters Score -7144184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7144192.000000 Penalty: 5413.116699
	Iteration 23Q: 3 clusters Score -7144192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7144201.000000 Penalty: 5413.116699
	Iteration 24Q: 3 clusters Score -7144201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7144201.500000 Penalty: 5413.116699
	Iteration 25Q: 3 clusters Score -7144202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7144206.000000 Penalty: 5413.116699
	Iteration 26Q: 3 clusters Score -7144206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7144214.000000 Penalty: 5413.116699
	Iteration 27Q: 3 clusters Score -7144214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7144221.000000 Penalty: 5413.116699
	Iteration 28Q: 3 clusters Score -7144221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7144221.000000 Penalty: 5413.116699
	Iteration 29Q: 3 clusters Score -7144221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7144221.000000 Penalty: 5413.116699
	Iteration 30F: 3 clusters Score -7144221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Entering Unmasked Estep 
Score: -1518432.000000 Penalty: 2328.053711
	Iteration 0F: 2 clusters Score -1518432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1509496.500000 Penalty: 4656.107422
	Iteration 0F: 3 clusters Score -1509496 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1512142.750000 Penalty: 4656.107422
	Iteration 1F: 3 clusters Score -1512143 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1512500.875000 Penalty: 4656.107422
	Iteration 2F: 3 clusters Score -1512501 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1512796.000000 Penalty: 4656.107422
	Iteration 3F: 3 clusters Score -1512796 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1513073.375000 Penalty: 4656.107422
	Iteration 4Q: 3 clusters Score -1513073 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1513411.250000 Penalty: 4656.107422
	Iteration 5Q: 3 clusters Score -1513411 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1513836.875000 Penalty: 4656.107422
	Iteration 6F: 3 clusters Score -1513837 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1514400.875000 Penalty: 4656.107422
	Iteration 7F: 3 clusters Score -1514401 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1514985.000000 Penalty: 4656.107422
	Iteration 8F: 3 clusters Score -1514985 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1515550.125000 Penalty: 4656.107422
	Iteration 9F: 3 clusters Score -1515550 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1515927.750000 Penalty: 4656.107422
	Iteration 10Q: 3 clusters Score -1515928 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1516182.500000 Penalty: 4656.107422
	Iteration 11Q: 3 clusters Score -1516182 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1516343.125000 Penalty: 4656.107422
	Iteration 12Q: 3 clusters Score -1516343 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1516445.000000 Penalty: 4656.107422
	Iteration 13Q: 3 clusters Score -1516445 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1516516.375000 Penalty: 4656.107422
	Iteration 14Q: 3 clusters Score -1516516 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1516560.375000 Penalty: 4656.107422
	Iteration 15Q: 3 clusters Score -1516560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1516590.125000 Penalty: 4656.107422
	Iteration 16Q: 3 clusters Score -1516590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1516623.250000 Penalty: 4656.107422
	Iteration 17Q: 3 clusters Score -1516623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1516639.750000 Penalty: 4656.107422
	Iteration 18Q: 3 clusters Score -1516640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1516653.250000 Penalty: 4656.107422
	Iteration 19Q: 3 clusters Score -1516653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1516659.000000 Penalty: 4656.107422
	Iteration 20F: 3 clusters Score -1516659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1516667.500000 Penalty: 4656.107422
	Iteration 21Q: 3 clusters Score -1516668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1516672.125000 Penalty: 4656.107422
	Iteration 22Q: 3 clusters Score -1516672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1516675.000000 Penalty: 4656.107422
	Iteration 23Q: 3 clusters Score -1516675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1516677.875000 Penalty: 4656.107422
	Iteration 24Q: 3 clusters Score -1516678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1516680.625000 Penalty: 4656.107422
	Iteration 25Q: 3 clusters Score -1516681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1516684.125000 Penalty: 4656.107422
	Iteration 26Q: 3 clusters Score -1516684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1516686.750000 Penalty: 4656.107422
	Iteration 27Q: 3 clusters Score -1516687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1516686.125000 Penalty: 4656.107422
	Iteration 28Q: 3 clusters Score -1516686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1516689.625000 Penalty: 4656.107422
	Iteration 29Q: 3 clusters Score -1516690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1516691.000000 Penalty: 4656.107422
	Iteration 30Q: 3 clusters Score -1516691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1516693.750000 Penalty: 4656.107422
	Iteration 31Q: 3 clusters Score -1516694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1516695.750000 Penalty: 4656.107422
	Iteration 32Q: 3 clusters Score -1516696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1516700.250000 Penalty: 4656.107422
	Iteration 33Q: 3 clusters Score -1516700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1516702.750000 Penalty: 4656.107422
	Iteration 34Q: 3 clusters Score -1516703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1516708.500000 Penalty: 4656.107422
	Iteration 35Q: 3 clusters Score -1516708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1516710.250000 Penalty: 4656.107422
	Iteration 36Q: 3 clusters Score -1516710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1516710.500000 Penalty: 4656.107422
	Iteration 37Q: 3 clusters Score -1516710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1516709.625000 Penalty: 4656.107422
	Iteration 38Q: 3 clusters Score -1516710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1516711.750000 Penalty: 4656.107422
	Iteration 39Q: 3 clusters Score -1516712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1516712.375000 Penalty: 4656.107422
	Iteration 40F: 3 clusters Score -1516712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1516710.875000 Penalty: 4656.107422
	Iteration 41Q: 3 clusters Score -1516711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1516709.750000 Penalty: 4656.107422
	Iteration 42Q: 3 clusters Score -1516710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1516709.750000 Penalty: 4656.107422
	Iteration 43F: 3 clusters Score -1516710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Entering Unmasked Estep 
Score: -7127724.000000 Penalty: 2704.731689
	Iteration 0F: 2 clusters Score -7127724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -7091211.500000 Penalty: 5409.463379
	Iteration 0F: 3 clusters Score -7091212 nChanged 25130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -7104982.500000 Penalty: 5409.463379
	Iteration 1F: 3 clusters Score -7104982 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -7105514.000000 Penalty: 5409.463379
	Iteration 2Q: 3 clusters Score -7105514 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -7106000.000000 Penalty: 5409.463379
	Iteration 3Q: 3 clusters Score -7106000 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -7106519.000000 Penalty: 5409.463379
	Iteration 4Q: 3 clusters Score -7106519 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -7107199.500000 Penalty: 5409.463379
	Iteration 5Q: 3 clusters Score -7107200 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -7107903.500000 Penalty: 5409.463379
	Iteration 6Q: 3 clusters Score -7107904 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -7108861.000000 Penalty: 5409.463379
	Iteration 7Q: 3 clusters Score -7108861 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -7110037.000000 Penalty: 5409.463379
	Iteration 8Q: 3 clusters Score -7110037 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -7111558.500000 Penalty: 5409.463379
	Iteration 9F: 3 clusters Score -7111558 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -7113684.000000 Penalty: 5409.463379
	Iteration 10F: 3 clusters Score -7113684 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -7116177.500000 Penalty: 5409.463379
	Iteration 11F: 3 clusters Score -7116178 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -7118226.500000 Penalty: 5409.463379
	Iteration 12F: 3 clusters Score -7118226 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -7119363.500000 Penalty: 5409.463379
	Iteration 13Q: 3 clusters Score -7119364 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -7119911.000000 Penalty: 5409.463379
	Iteration 14Q: 3 clusters Score -7119911 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -7120200.500000 Penalty: 5409.463379
	Iteration 15Q: 3 clusters Score -7120200 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -7120473.000000 Penalty: 5409.463379
	Iteration 16Q: 3 clusters Score -7120473 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -7120737.500000 Penalty: 5409.463379
	Iteration 17Q: 3 clusters Score -7120738 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -7121010.500000 Penalty: 5409.463379
	Iteration 18Q: 3 clusters Score -7121010 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -7121306.500000 Penalty: 5409.463379
	Iteration 19Q: 3 clusters Score -7121306 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -7121615.000000 Penalty: 5409.463379
	Iteration 20F: 3 clusters Score -7121615 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -7121883.000000 Penalty: 5409.463379
	Iteration 21Q: 3 clusters Score -7121883 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -7122143.500000 Penalty: 5409.463379
	Iteration 22Q: 3 clusters Score -7122144 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -7122396.500000 Penalty: 5409.463379
	Iteration 23Q: 3 clusters Score -7122396 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -7122617.500000 Penalty: 5409.463379
	Iteration 24Q: 3 clusters Score -7122618 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -7122853.000000 Penalty: 5409.463379
	Iteration 25Q: 3 clusters Score -7122853 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -7123008.000000 Penalty: 5409.463379
	Iteration 26Q: 3 clusters Score -7123008 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -7123218.500000 Penalty: 5409.463379
	Iteration 27Q: 3 clusters Score -7123218 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -7123423.000000 Penalty: 5409.463379
	Iteration 28Q: 3 clusters Score -7123423 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -7123639.000000 Penalty: 5409.463379
	Iteration 29Q: 3 clusters Score -7123639 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -7123775.000000 Penalty: 5409.463379
	Iteration 30Q: 3 clusters Score -7123775 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -7123896.500000 Penalty: 5409.463379
	Iteration 31Q: 3 clusters Score -7123896 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -7124047.500000 Penalty: 5409.463379
	Iteration 32Q: 3 clusters Score -7124048 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -7124181.000000 Penalty: 5409.463379
	Iteration 33Q: 3 clusters Score -7124181 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -7124320.000000 Penalty: 5409.463379
	Iteration 34Q: 3 clusters Score -7124320 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -7124466.000000 Penalty: 5409.463379
	Iteration 35Q: 3 clusters Score -7124466 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -7124645.000000 Penalty: 5409.463379
	Iteration 36Q: 3 clusters Score -7124645 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -7124759.000000 Penalty: 5409.463379
	Iteration 37Q: 3 clusters Score -7124759 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -7124915.000000 Penalty: 5409.463379
	Iteration 38Q: 3 clusters Score -7124915 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -7125030.500000 Penalty: 5409.463379
	Iteration 39Q: 3 clusters Score -7125030 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -7125115.500000 Penalty: 5409.463379
	Iteration 40F: 3 clusters Score -7125116 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -7125195.500000 Penalty: 5409.463379
	Iteration 41Q: 3 clusters Score -7125196 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -7125264.000000 Penalty: 5409.463379
	Iteration 42Q: 3 clusters Score -7125264 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -7125334.000000 Penalty: 5409.463379
	Iteration 43Q: 3 clusters Score -7125334 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -7125379.500000 Penalty: 5409.463379
	Iteration 44Q: 3 clusters Score -7125380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -7125437.000000 Penalty: 5409.463379
	Iteration 45Q: 3 clusters Score -7125437 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -7125458.000000 Penalty: 5409.463379
	Iteration 46Q: 3 clusters Score -7125458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -7125479.500000 Penalty: 5409.463379
	Iteration 47Q: 3 clusters Score -7125480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -7125498.500000 Penalty: 5409.463379
	Iteration 48Q: 3 clusters Score -7125498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -7125499.500000 Penalty: 5409.463379
	Iteration 49Q: 3 clusters Score -7125500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -7125502.500000 Penalty: 5409.463379
	Iteration 50Q: 3 clusters Score -7125502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -7125523.000000 Penalty: 5409.463379
	Iteration 51Q: 3 clusters Score -7125523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -7125549.500000 Penalty: 5409.463379
	Iteration 52Q: 3 clusters Score -7125550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -7125555.000000 Penalty: 5409.463379
	Iteration 53Q: 3 clusters Score -7125555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -7125557.500000 Penalty: 5409.463379
	Iteration 54Q: 3 clusters Score -7125558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -7125559.000000 Penalty: 5409.463379
	Iteration 55Q: 3 clusters Score -7125559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -7125566.500000 Penalty: 5409.463379
	Iteration 56Q: 3 clusters Score -7125566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -7125572.500000 Penalty: 5409.463379
	Iteration 57Q: 3 clusters Score -7125572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -7125575.500000 Penalty: 5409.463379
	Iteration 58Q: 3 clusters Score -7125576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -7125587.000000 Penalty: 5409.463379
	Iteration 59Q: 3 clusters Score -7125587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -7125592.000000 Penalty: 5409.463379
	Iteration 60F: 3 clusters Score -7125592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -7125613.000000 Penalty: 5409.463379
	Iteration 61Q: 3 clusters Score -7125613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -7125611.000000 Penalty: 5409.463379
	Iteration 62Q: 3 clusters Score -7125611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -7125631.000000 Penalty: 5409.463379
	Iteration 63Q: 3 clusters Score -7125631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -7125621.500000 Penalty: 5409.463379
	Iteration 64Q: 3 clusters Score -7125622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -7125628.000000 Penalty: 5409.463379
	Iteration 65Q: 3 clusters Score -7125628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -7125643.500000 Penalty: 5409.463379
	Iteration 66Q: 3 clusters Score -7125644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -7125647.500000 Penalty: 5409.463379
	Iteration 67Q: 3 clusters Score -7125648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -7125645.500000 Penalty: 5409.463379
	Iteration 68Q: 3 clusters Score -7125646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -7125644.000000 Penalty: 5409.463379
	Iteration 69Q: 3 clusters Score -7125644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -7125635.000000 Penalty: 5409.463379
	Iteration 70Q: 3 clusters Score -7125635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -7125641.000000 Penalty: 5409.463379
	Iteration 71Q: 3 clusters Score -7125641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -7125641.500000 Penalty: 5409.463379
	Iteration 72Q: 3 clusters Score -7125642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -7125649.000000 Penalty: 5409.463379
	Iteration 73Q: 3 clusters Score -7125649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -7125651.500000 Penalty: 5409.463379
	Iteration 74Q: 3 clusters Score -7125652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -7125651.000000 Penalty: 5409.463379
	Iteration 75Q: 3 clusters Score -7125651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -7125654.000000 Penalty: 5409.463379
	Iteration 76Q: 3 clusters Score -7125654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -7125658.500000 Penalty: 5409.463379
	Iteration 77Q: 3 clusters Score -7125658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -7125655.500000 Penalty: 5409.463379
	Iteration 78Q: 3 clusters Score -7125656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -7125655.500000 Penalty: 5409.463379
	Iteration 79F: 3 clusters Score -7125656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (155035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155035 members 
Entering Unmasked Estep 
Score: -20056770.000000 Penalty: 2963.948730
	Iteration 0F: 2 clusters Score -2.005677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -19955746.000000 Penalty: 5927.897461
	Iteration 0F: 3 clusters Score -1.995575e+07 nChanged 73946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
Score: -19999722.000000 Penalty: 5927.897461
	Iteration 1F: 3 clusters Score -1.999972e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82470 members 
Mstep: Class 2 contains 72565 members 
Entering Unmasked Estep 
Score: -20002218.000000 Penalty: 5927.897461
	Iteration 2Q: 3 clusters Score -2.000222e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85159 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -20005694.000000 Penalty: 5927.897461
	Iteration 3Q: 3 clusters Score -2.000569e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88632 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -20009730.000000 Penalty: 5927.897461
	Iteration 4F: 3 clusters Score -2.000973e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -20014586.000000 Penalty: 5927.897461
	Iteration 5F: 3 clusters Score -2.001459e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98407 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -20019894.000000 Penalty: 5927.897461
	Iteration 6F: 3 clusters Score -2.001989e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -20025766.000000 Penalty: 5927.897461
	Iteration 7F: 3 clusters Score -2.002577e+07 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -20031822.000000 Penalty: 5927.897461
	Iteration 8F: 3 clusters Score -2.003182e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116561 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -20037164.000000 Penalty: 5927.897461
	Iteration 9F: 3 clusters Score -2.003716e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121369 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -20040900.000000 Penalty: 5927.897461
	Iteration 10Q: 3 clusters Score -2.00409e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125312 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -20043472.000000 Penalty: 5927.897461
	Iteration 11Q: 3 clusters Score -2.004347e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128860 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -20045216.000000 Penalty: 5927.897461
	Iteration 12Q: 3 clusters Score -2.004522e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132093 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -20046952.000000 Penalty: 5927.897461
	Iteration 13Q: 3 clusters Score -2.004695e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135126 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -20048330.000000 Penalty: 5927.897461
	Iteration 14Q: 3 clusters Score -2.004833e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137923 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -20049558.000000 Penalty: 5927.897461
	Iteration 15Q: 3 clusters Score -2.004956e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140407 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -20050652.000000 Penalty: 5927.897461
	Iteration 16Q: 3 clusters Score -2.005065e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142563 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -20051476.000000 Penalty: 5927.897461
	Iteration 17Q: 3 clusters Score -2.005148e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -20052172.000000 Penalty: 5927.897461
	Iteration 18Q: 3 clusters Score -2.005217e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146084 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -20052698.000000 Penalty: 5927.897461
	Iteration 19Q: 3 clusters Score -2.00527e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147450 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -20053202.000000 Penalty: 5927.897461
	Iteration 20F: 3 clusters Score -2.00532e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148657 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -20053656.000000 Penalty: 5927.897461
	Iteration 21Q: 3 clusters Score -2.005366e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -20053942.000000 Penalty: 5927.897461
	Iteration 22Q: 3 clusters Score -2.005394e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150533 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -20054238.000000 Penalty: 5927.897461
	Iteration 23Q: 3 clusters Score -2.005424e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -20054376.000000 Penalty: 5927.897461
	Iteration 24Q: 3 clusters Score -2.005438e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151825 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -20054506.000000 Penalty: 5927.897461
	Iteration 25Q: 3 clusters Score -2.005451e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152260 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -20054690.000000 Penalty: 5927.897461
	Iteration 26Q: 3 clusters Score -2.005469e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152580 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -20054756.000000 Penalty: 5927.897461
	Iteration 27Q: 3 clusters Score -2.005476e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152852 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -20054748.000000 Penalty: 5927.897461
	Iteration 28Q: 3 clusters Score -2.005475e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153060 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -20054794.000000 Penalty: 5927.897461
	Iteration 29Q: 3 clusters Score -2.005479e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153201 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -20054798.000000 Penalty: 5927.897461
	Iteration 30Q: 3 clusters Score -2.00548e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153322 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -20054848.000000 Penalty: 5927.897461
	Iteration 31Q: 3 clusters Score -2.005485e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153413 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -20054848.000000 Penalty: 5927.897461
	Iteration 32Q: 3 clusters Score -2.005485e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153503 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -20054856.000000 Penalty: 5927.897461
	Iteration 33Q: 3 clusters Score -2.005486e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153585 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -20054840.000000 Penalty: 5927.897461
	Iteration 34Q: 3 clusters Score -2.005484e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153633 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -20054860.000000 Penalty: 5927.897461
	Iteration 35Q: 3 clusters Score -2.005486e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153665 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -20054842.000000 Penalty: 5927.897461
	Iteration 36Q: 3 clusters Score -2.005484e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153695 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -20054850.000000 Penalty: 5927.897461
	Iteration 37Q: 3 clusters Score -2.005485e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153716 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -20054838.000000 Penalty: 5927.897461
	Iteration 38Q: 3 clusters Score -2.005484e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153742 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -20054844.000000 Penalty: 5927.897461
	Iteration 39Q: 3 clusters Score -2.005484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153761 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -20054858.000000 Penalty: 5927.897461
	Iteration 40F: 3 clusters Score -2.005486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153781 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -20054876.000000 Penalty: 5927.897461
	Iteration 41Q: 3 clusters Score -2.005488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153799 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -20054850.000000 Penalty: 5927.897461
	Iteration 42Q: 3 clusters Score -2.005485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153819 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -20054844.000000 Penalty: 5927.897461
	Iteration 43Q: 3 clusters Score -2.005484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153833 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -20054868.000000 Penalty: 5927.897461
	Iteration 44Q: 3 clusters Score -2.005487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153844 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -20054846.000000 Penalty: 5927.897461
	Iteration 45Q: 3 clusters Score -2.005485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153854 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20054848.000000 Penalty: 5927.897461
	Iteration 46Q: 3 clusters Score -2.005485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153858 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -20054846.000000 Penalty: 5927.897461
	Iteration 47Q: 3 clusters Score -2.005485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153858 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -20054846.000000 Penalty: 5927.897461
	Iteration 48Q: 3 clusters Score -2.005485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153863 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20054864.000000 Penalty: 5927.897461
	Iteration 49Q: 3 clusters Score -2.005486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153869 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20054850.000000 Penalty: 5927.897461
	Iteration 50Q: 3 clusters Score -2.005485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153875 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20054854.000000 Penalty: 5927.897461
	Iteration 51Q: 3 clusters Score -2.005485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153876 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -20054842.000000 Penalty: 5927.897461
	Iteration 52Q: 3 clusters Score -2.005484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153876 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -20054842.000000 Penalty: 5927.897461
	Iteration 53F: 3 clusters Score -2.005484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76940 members 
Entering Unmasked Estep 
Score: -9952992.000000 Penalty: 2790.193604
	Iteration 0F: 2 clusters Score -9952992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -9901548.000000 Penalty: 5580.387207
	Iteration 0F: 3 clusters Score -9901548 nChanged 36092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -9921535.000000 Penalty: 5580.387207
	Iteration 1F: 3 clusters Score -9921535 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -9921978.000000 Penalty: 5580.387207
	Iteration 2Q: 3 clusters Score -9921978 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -9922392.000000 Penalty: 5580.387207
	Iteration 3Q: 3 clusters Score -9922392 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -9922828.000000 Penalty: 5580.387207
	Iteration 4Q: 3 clusters Score -9922828 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -9923156.000000 Penalty: 5580.387207
	Iteration 5Q: 3 clusters Score -9923156 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -9923538.000000 Penalty: 5580.387207
	Iteration 6Q: 3 clusters Score -9923538 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -9924117.000000 Penalty: 5580.387207
	Iteration 7Q: 3 clusters Score -9924117 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -9924969.000000 Penalty: 5580.387207
	Iteration 8Q: 3 clusters Score -9924969 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -9926538.000000 Penalty: 5580.387207
	Iteration 9Q: 3 clusters Score -9926538 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -9929144.000000 Penalty: 5580.387207
	Iteration 10F: 3 clusters Score -9929144 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -9933067.000000 Penalty: 5580.387207
	Iteration 11F: 3 clusters Score -9933067 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -9938603.000000 Penalty: 5580.387207
	Iteration 12F: 3 clusters Score -9938603 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -9944326.000000 Penalty: 5580.387207
	Iteration 13F: 3 clusters Score -9944326 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -9948127.000000 Penalty: 5580.387207
	Iteration 14F: 3 clusters Score -9948127 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9949622.000000 Penalty: 5580.387207
	Iteration 15Q: 3 clusters Score -9949622 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9950132.000000 Penalty: 5580.387207
	Iteration 16Q: 3 clusters Score -9950132 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9950290.000000 Penalty: 5580.387207
	Iteration 17Q: 3 clusters Score -9950290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9950393.000000 Penalty: 5580.387207
	Iteration 18Q: 3 clusters Score -9950393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9950437.000000 Penalty: 5580.387207
	Iteration 19Q: 3 clusters Score -9950437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76752 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9950464.000000 Penalty: 5580.387207
	Iteration 20F: 3 clusters Score -9950464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76755 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9950481.000000 Penalty: 5580.387207
	Iteration 21Q: 3 clusters Score -9950481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76754 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9950486.000000 Penalty: 5580.387207
	Iteration 22Q: 3 clusters Score -9950486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9950503.000000 Penalty: 5580.387207
	Iteration 23Q: 3 clusters Score -9950503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9950505.000000 Penalty: 5580.387207
	Iteration 24Q: 3 clusters Score -9950505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9950505.000000 Penalty: 5580.387207
	Iteration 25F: 3 clusters Score -9950505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -96689.125000 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -96689.12 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 420 members 
Entering Unmasked Estep 
Score: -94904.085938 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -94904.09 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -95154.945312 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -95154.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -95224.078125 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -95224.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -95255.757812 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -95255.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -95272.757812 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -95272.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -95279.640625 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -95279.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95291.539062 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -95291.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95300.109375 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -95300.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -95306.429688 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -95306.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95312.851562 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -95312.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -95316.234375 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -95316.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -95319.164062 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -95319.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -95319.898438 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -95319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -95319.898438 Penalty: 3329.023193
	Iteration 13F: 3 clusters Score -95319.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Entering Unmasked Estep 
Score: -966588.312500 Penalty: 2247.710205
	Iteration 0F: 2 clusters Score -966588.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -959822.187500 Penalty: 4495.420410
	Iteration 0F: 3 clusters Score -959822.2 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -962020.625000 Penalty: 4495.420410
	Iteration 1F: 3 clusters Score -962020.6 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -962845.062500 Penalty: 4495.420410
	Iteration 2F: 3 clusters Score -962845.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -963753.375000 Penalty: 4495.420410
	Iteration 3F: 3 clusters Score -963753.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -964441.187500 Penalty: 4495.420410
	Iteration 4F: 3 clusters Score -964441.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -964888.562500 Penalty: 4495.420410
	Iteration 5F: 3 clusters Score -964888.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -965137.250000 Penalty: 4495.420410
	Iteration 6Q: 3 clusters Score -965137.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -965274.875000 Penalty: 4495.420410
	Iteration 7Q: 3 clusters Score -965274.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -965364.875000 Penalty: 4495.420410
	Iteration 8Q: 3 clusters Score -965364.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -965429.187500 Penalty: 4495.420410
	Iteration 9Q: 3 clusters Score -965429.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -965471.062500 Penalty: 4495.420410
	Iteration 10Q: 3 clusters Score -965471.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -965508.187500 Penalty: 4495.420410
	Iteration 11Q: 3 clusters Score -965508.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -965528.375000 Penalty: 4495.420410
	Iteration 12Q: 3 clusters Score -965528.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -965544.375000 Penalty: 4495.420410
	Iteration 13Q: 3 clusters Score -965544.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -965553.875000 Penalty: 4495.420410
	Iteration 14Q: 3 clusters Score -965553.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -965562.187500 Penalty: 4495.420410
	Iteration 15Q: 3 clusters Score -965562.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -965564.500000 Penalty: 4495.420410
	Iteration 16Q: 3 clusters Score -965564.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -965572.812500 Penalty: 4495.420410
	Iteration 17Q: 3 clusters Score -965572.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -965576.500000 Penalty: 4495.420410
	Iteration 18Q: 3 clusters Score -965576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -965576.062500 Penalty: 4495.420410
	Iteration 19Q: 3 clusters Score -965576.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -965577.625000 Penalty: 4495.420410
	Iteration 20F: 3 clusters Score -965577.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -965576.875000 Penalty: 4495.420410
	Iteration 21Q: 3 clusters Score -965576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -965576.750000 Penalty: 4495.420410
	Iteration 22Q: 3 clusters Score -965576.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -965576.875000 Penalty: 4495.420410
	Iteration 23Q: 3 clusters Score -965576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -965577.937500 Penalty: 4495.420410
	Iteration 24Q: 3 clusters Score -965577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -965577.500000 Penalty: 4495.420410
	Iteration 25Q: 3 clusters Score -965577.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -965580.562500 Penalty: 4495.420410
	Iteration 26Q: 3 clusters Score -965580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -965582.937500 Penalty: 4495.420410
	Iteration 27Q: 3 clusters Score -965582.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -965585.312500 Penalty: 4495.420410
	Iteration 28Q: 3 clusters Score -965585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -965585.562500 Penalty: 4495.420410
	Iteration 29Q: 3 clusters Score -965585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -965587.187500 Penalty: 4495.420410
	Iteration 30Q: 3 clusters Score -965587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -965587.812500 Penalty: 4495.420410
	Iteration 31Q: 3 clusters Score -965587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -965588.062500 Penalty: 4495.420410
	Iteration 32Q: 3 clusters Score -965588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -965587.312500 Penalty: 4495.420410
	Iteration 33Q: 3 clusters Score -965587.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -965587.312500 Penalty: 4495.420410
	Iteration 34F: 3 clusters Score -965587.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (270978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270978 members 
Entering Unmasked Estep 
Score: -34966492.000000 Penalty: 3102.428711
	Iteration 0F: 2 clusters Score -3.496649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135689 members 
Mstep: Class 2 contains 135289 members 
Entering Unmasked Estep 
Score: -34797864.000000 Penalty: 6204.857422
	Iteration 0F: 3 clusters Score -3.479786e+07 nChanged 130801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139444 members 
Mstep: Class 2 contains 131534 members 
Entering Unmasked Estep 
Score: -34875220.000000 Penalty: 6204.857422
	Iteration 1F: 3 clusters Score -3.487522e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141813 members 
Mstep: Class 2 contains 129165 members 
Entering Unmasked Estep 
Score: -34876552.000000 Penalty: 6204.857422
	Iteration 2Q: 3 clusters Score -3.487655e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145544 members 
Mstep: Class 2 contains 125434 members 
Entering Unmasked Estep 
Score: -34878212.000000 Penalty: 6204.857422
	Iteration 3Q: 3 clusters Score -3.487821e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151278 members 
Mstep: Class 2 contains 119700 members 
Entering Unmasked Estep 
Score: -34880456.000000 Penalty: 6204.857422
	Iteration 4Q: 3 clusters Score -3.488046e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159948 members 
Mstep: Class 2 contains 111030 members 
Entering Unmasked Estep 
Score: -34884532.000000 Penalty: 6204.857422
	Iteration 5Q: 3 clusters Score -3.488453e+07 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172530 members 
Mstep: Class 2 contains 98448 members 
Entering Unmasked Estep 
Score: -34891688.000000 Penalty: 6204.857422
	Iteration 6F: 3 clusters Score -3.489169e+07 nChanged 18119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189577 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -34903036.000000 Penalty: 6204.857422
	Iteration 7F: 3 clusters Score -3.490304e+07 nChanged 20649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209450 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -34917936.000000 Penalty: 6204.857422
	Iteration 8F: 3 clusters Score -3.491794e+07 nChanged 19457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228433 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -34934188.000000 Penalty: 6204.857422
	Iteration 9F: 3 clusters Score -3.493419e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244214 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -34946752.000000 Penalty: 6204.857422
	Iteration 10F: 3 clusters Score -3.494675e+07 nChanged 11520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255700 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -34954528.000000 Penalty: 6204.857422
	Iteration 11Q: 3 clusters Score -3.495453e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263030 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -34959168.000000 Penalty: 6204.857422
	Iteration 12Q: 3 clusters Score -3.495917e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267277 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -34961908.000000 Penalty: 6204.857422
	Iteration 13Q: 3 clusters Score -3.496191e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269328 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -34962884.000000 Penalty: 6204.857422
	Iteration 14Q: 3 clusters Score -3.496288e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270159 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -34963356.000000 Penalty: 6204.857422
	Iteration 15Q: 3 clusters Score -3.496336e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270444 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -34963484.000000 Penalty: 6204.857422
	Iteration 16Q: 3 clusters Score -3.496348e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270549 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -34963580.000000 Penalty: 6204.857422
	Iteration 17Q: 3 clusters Score -3.496358e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270596 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -34963656.000000 Penalty: 6204.857422
	Iteration 18Q: 3 clusters Score -3.496366e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270620 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -34963700.000000 Penalty: 6204.857422
	Iteration 19Q: 3 clusters Score -3.49637e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270639 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34963716.000000 Penalty: 6204.857422
	Iteration 20F: 3 clusters Score -3.496372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270656 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34963732.000000 Penalty: 6204.857422
	Iteration 21Q: 3 clusters Score -3.496373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270674 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34963744.000000 Penalty: 6204.857422
	Iteration 22Q: 3 clusters Score -3.496374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270680 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34963760.000000 Penalty: 6204.857422
	Iteration 23Q: 3 clusters Score -3.496376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270686 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34963764.000000 Penalty: 6204.857422
	Iteration 24Q: 3 clusters Score -3.496376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270688 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34963792.000000 Penalty: 6204.857422
	Iteration 25Q: 3 clusters Score -3.496379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270692 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34963828.000000 Penalty: 6204.857422
	Iteration 26Q: 3 clusters Score -3.496383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270697 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34963796.000000 Penalty: 6204.857422
	Iteration 27Q: 3 clusters Score -3.49638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270699 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34963820.000000 Penalty: 6204.857422
	Iteration 28Q: 3 clusters Score -3.496382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270697 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34963816.000000 Penalty: 6204.857422
	Iteration 29Q: 3 clusters Score -3.496382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270696 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -34963828.000000 Penalty: 6204.857422
	Iteration 30Q: 3 clusters Score -3.496383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270697 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34963828.000000 Penalty: 6204.857422
	Iteration 31Q: 3 clusters Score -3.496383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270697 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34963828.000000 Penalty: 6204.857422
	Iteration 32F: 3 clusters Score -3.496383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Entering Unmasked Estep 
Score: -963540.750000 Penalty: 2227.207520
	Iteration 0F: 2 clusters Score -963540.8 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 3968 members 
Entering Unmasked Estep 
Score: -957137.500000 Penalty: 4454.415039
	Iteration 0F: 3 clusters Score -957137.5 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -958915.125000 Penalty: 4454.415039
	Iteration 1F: 3 clusters Score -958915.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -959293.125000 Penalty: 4454.415039
	Iteration 2F: 3 clusters Score -959293.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -959546.562500 Penalty: 4454.415039
	Iteration 3F: 3 clusters Score -959546.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -959727.937500 Penalty: 4454.415039
	Iteration 4Q: 3 clusters Score -959727.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -959889.875000 Penalty: 4454.415039
	Iteration 5Q: 3 clusters Score -959889.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -960032.750000 Penalty: 4454.415039
	Iteration 6Q: 3 clusters Score -960032.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -960155.000000 Penalty: 4454.415039
	Iteration 7Q: 3 clusters Score -960155 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -960275.062500 Penalty: 4454.415039
	Iteration 8Q: 3 clusters Score -960275.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -960389.062500 Penalty: 4454.415039
	Iteration 9Q: 3 clusters Score -960389.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -960493.062500 Penalty: 4454.415039
	Iteration 10Q: 3 clusters Score -960493.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -960611.062500 Penalty: 4454.415039
	Iteration 11Q: 3 clusters Score -960611.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -960710.500000 Penalty: 4454.415039
	Iteration 12Q: 3 clusters Score -960710.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -960787.750000 Penalty: 4454.415039
	Iteration 13Q: 3 clusters Score -960787.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -960863.937500 Penalty: 4454.415039
	Iteration 14Q: 3 clusters Score -960863.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -960932.937500 Penalty: 4454.415039
	Iteration 15Q: 3 clusters Score -960932.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -960998.500000 Penalty: 4454.415039
	Iteration 16Q: 3 clusters Score -960998.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -961066.687500 Penalty: 4454.415039
	Iteration 17Q: 3 clusters Score -961066.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -961140.312500 Penalty: 4454.415039
	Iteration 18Q: 3 clusters Score -961140.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -961184.625000 Penalty: 4454.415039
	Iteration 19Q: 3 clusters Score -961184.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -961215.875000 Penalty: 4454.415039
	Iteration 20F: 3 clusters Score -961215.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -961240.437500 Penalty: 4454.415039
	Iteration 21Q: 3 clusters Score -961240.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -961266.000000 Penalty: 4454.415039
	Iteration 22Q: 3 clusters Score -961266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -961299.937500 Penalty: 4454.415039
	Iteration 23Q: 3 clusters Score -961299.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -961329.562500 Penalty: 4454.415039
	Iteration 24Q: 3 clusters Score -961329.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -961354.500000 Penalty: 4454.415039
	Iteration 25Q: 3 clusters Score -961354.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -961374.125000 Penalty: 4454.415039
	Iteration 26Q: 3 clusters Score -961374.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -961394.312500 Penalty: 4454.415039
	Iteration 27Q: 3 clusters Score -961394.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -961408.750000 Penalty: 4454.415039
	Iteration 28Q: 3 clusters Score -961408.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -961421.250000 Penalty: 4454.415039
	Iteration 29Q: 3 clusters Score -961421.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -961432.062500 Penalty: 4454.415039
	Iteration 30Q: 3 clusters Score -961432.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -961442.500000 Penalty: 4454.415039
	Iteration 31Q: 3 clusters Score -961442.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -961450.562500 Penalty: 4454.415039
	Iteration 32Q: 3 clusters Score -961450.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -961457.312500 Penalty: 4454.415039
	Iteration 33Q: 3 clusters Score -961457.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -961467.250000 Penalty: 4454.415039
	Iteration 34Q: 3 clusters Score -961467.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -961470.187500 Penalty: 4454.415039
	Iteration 35Q: 3 clusters Score -961470.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -961478.437500 Penalty: 4454.415039
	Iteration 36Q: 3 clusters Score -961478.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -961488.375000 Penalty: 4454.415039
	Iteration 37Q: 3 clusters Score -961488.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -961497.562500 Penalty: 4454.415039
	Iteration 38Q: 3 clusters Score -961497.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -961510.000000 Penalty: 4454.415039
	Iteration 39Q: 3 clusters Score -961510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -961522.812500 Penalty: 4454.415039
	Iteration 40F: 3 clusters Score -961522.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -961531.500000 Penalty: 4454.415039
	Iteration 41Q: 3 clusters Score -961531.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -961543.125000 Penalty: 4454.415039
	Iteration 42Q: 3 clusters Score -961543.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -961551.125000 Penalty: 4454.415039
	Iteration 43Q: 3 clusters Score -961551.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -961563.312500 Penalty: 4454.415039
	Iteration 44Q: 3 clusters Score -961563.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -961575.187500 Penalty: 4454.415039
	Iteration 45Q: 3 clusters Score -961575.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -961581.312500 Penalty: 4454.415039
	Iteration 46Q: 3 clusters Score -961581.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -961587.562500 Penalty: 4454.415039
	Iteration 47Q: 3 clusters Score -961587.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -961587.125000 Penalty: 4454.415039
	Iteration 48Q: 3 clusters Score -961587.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -961593.312500 Penalty: 4454.415039
	Iteration 49Q: 3 clusters Score -961593.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -961600.000000 Penalty: 4454.415039
	Iteration 50Q: 3 clusters Score -961600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -961606.187500 Penalty: 4454.415039
	Iteration 51Q: 3 clusters Score -961606.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -961612.312500 Penalty: 4454.415039
	Iteration 52Q: 3 clusters Score -961612.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -961618.625000 Penalty: 4454.415039
	Iteration 53Q: 3 clusters Score -961618.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -961622.000000 Penalty: 4454.415039
	Iteration 54Q: 3 clusters Score -961622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -961624.875000 Penalty: 4454.415039
	Iteration 55Q: 3 clusters Score -961624.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -961628.687500 Penalty: 4454.415039
	Iteration 56Q: 3 clusters Score -961628.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -961634.187500 Penalty: 4454.415039
	Iteration 57Q: 3 clusters Score -961634.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -961637.687500 Penalty: 4454.415039
	Iteration 58Q: 3 clusters Score -961637.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -961638.937500 Penalty: 4454.415039
	Iteration 59Q: 3 clusters Score -961638.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -961643.687500 Penalty: 4454.415039
	Iteration 60F: 3 clusters Score -961643.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -961649.437500 Penalty: 4454.415039
	Iteration 61Q: 3 clusters Score -961649.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -961652.562500 Penalty: 4454.415039
	Iteration 62Q: 3 clusters Score -961652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -961655.562500 Penalty: 4454.415039
	Iteration 63Q: 3 clusters Score -961655.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -961659.687500 Penalty: 4454.415039
	Iteration 64Q: 3 clusters Score -961659.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -961662.250000 Penalty: 4454.415039
	Iteration 65Q: 3 clusters Score -961662.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -961662.875000 Penalty: 4454.415039
	Iteration 66Q: 3 clusters Score -961662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -961666.000000 Penalty: 4454.415039
	Iteration 67Q: 3 clusters Score -961666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -961666.875000 Penalty: 4454.415039
	Iteration 68Q: 3 clusters Score -961666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -961668.750000 Penalty: 4454.415039
	Iteration 69Q: 3 clusters Score -961668.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -961668.562500 Penalty: 4454.415039
	Iteration 70Q: 3 clusters Score -961668.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -961671.875000 Penalty: 4454.415039
	Iteration 71Q: 3 clusters Score -961671.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -961672.875000 Penalty: 4454.415039
	Iteration 72Q: 3 clusters Score -961672.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -961679.000000 Penalty: 4454.415039
	Iteration 73Q: 3 clusters Score -961679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -961680.625000 Penalty: 4454.415039
	Iteration 74Q: 3 clusters Score -961680.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -961681.375000 Penalty: 4454.415039
	Iteration 75Q: 3 clusters Score -961681.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -961682.625000 Penalty: 4454.415039
	Iteration 76Q: 3 clusters Score -961682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -961683.687500 Penalty: 4454.415039
	Iteration 77Q: 3 clusters Score -961683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -961684.500000 Penalty: 4454.415039
	Iteration 78Q: 3 clusters Score -961684.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -961685.125000 Penalty: 4454.415039
	Iteration 79Q: 3 clusters Score -961685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -961685.625000 Penalty: 4454.415039
	Iteration 80F: 3 clusters Score -961685.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Entering Unmasked Estep 
Score: -2724016.750000 Penalty: 2478.118652
	Iteration 0F: 2 clusters Score -2724017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2708830.500000 Penalty: 4956.237305
	Iteration 0F: 3 clusters Score -2708830 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2714099.500000 Penalty: 4956.237305
	Iteration 1F: 3 clusters Score -2714100 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2714581.250000 Penalty: 4956.237305
	Iteration 2F: 3 clusters Score -2714581 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2714990.000000 Penalty: 4956.237305
	Iteration 3Q: 3 clusters Score -2714990 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2715381.500000 Penalty: 4956.237305
	Iteration 4Q: 3 clusters Score -2715382 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2715827.250000 Penalty: 4956.237305
	Iteration 5Q: 3 clusters Score -2715827 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2716340.750000 Penalty: 4956.237305
	Iteration 6Q: 3 clusters Score -2716341 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2716948.250000 Penalty: 4956.237305
	Iteration 7Q: 3 clusters Score -2716948 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2717736.000000 Penalty: 4956.237305
	Iteration 8F: 3 clusters Score -2717736 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2718504.250000 Penalty: 4956.237305
	Iteration 9F: 3 clusters Score -2718504 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2719124.750000 Penalty: 4956.237305
	Iteration 10Q: 3 clusters Score -2719125 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2719648.250000 Penalty: 4956.237305
	Iteration 11Q: 3 clusters Score -2719648 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2720037.500000 Penalty: 4956.237305
	Iteration 12Q: 3 clusters Score -2720038 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2720299.250000 Penalty: 4956.237305
	Iteration 13Q: 3 clusters Score -2720299 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2720493.500000 Penalty: 4956.237305
	Iteration 14Q: 3 clusters Score -2720494 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2720619.250000 Penalty: 4956.237305
	Iteration 15Q: 3 clusters Score -2720619 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2720730.750000 Penalty: 4956.237305
	Iteration 16Q: 3 clusters Score -2720731 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2720867.250000 Penalty: 4956.237305
	Iteration 17Q: 3 clusters Score -2720867 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2720991.250000 Penalty: 4956.237305
	Iteration 18Q: 3 clusters Score -2720991 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2721107.750000 Penalty: 4956.237305
	Iteration 19Q: 3 clusters Score -2721108 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2721220.500000 Penalty: 4956.237305
	Iteration 20F: 3 clusters Score -2721220 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2721345.750000 Penalty: 4956.237305
	Iteration 21Q: 3 clusters Score -2721346 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2721465.250000 Penalty: 4956.237305
	Iteration 22Q: 3 clusters Score -2721465 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2721585.750000 Penalty: 4956.237305
	Iteration 23Q: 3 clusters Score -2721586 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2721684.000000 Penalty: 4956.237305
	Iteration 24Q: 3 clusters Score -2721684 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2721773.000000 Penalty: 4956.237305
	Iteration 25Q: 3 clusters Score -2721773 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2721869.500000 Penalty: 4956.237305
	Iteration 26Q: 3 clusters Score -2721870 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2721977.750000 Penalty: 4956.237305
	Iteration 27Q: 3 clusters Score -2721978 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2722059.500000 Penalty: 4956.237305
	Iteration 28Q: 3 clusters Score -2722060 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2722142.000000 Penalty: 4956.237305
	Iteration 29Q: 3 clusters Score -2722142 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2722195.000000 Penalty: 4956.237305
	Iteration 30Q: 3 clusters Score -2722195 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2722249.250000 Penalty: 4956.237305
	Iteration 31Q: 3 clusters Score -2722249 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2722294.750000 Penalty: 4956.237305
	Iteration 32Q: 3 clusters Score -2722295 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2722337.500000 Penalty: 4956.237305
	Iteration 33Q: 3 clusters Score -2722338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2722384.250000 Penalty: 4956.237305
	Iteration 34Q: 3 clusters Score -2722384 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2722434.500000 Penalty: 4956.237305
	Iteration 35Q: 3 clusters Score -2722434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2722476.500000 Penalty: 4956.237305
	Iteration 36Q: 3 clusters Score -2722476 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2722504.000000 Penalty: 4956.237305
	Iteration 37Q: 3 clusters Score -2722504 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2722541.750000 Penalty: 4956.237305
	Iteration 38Q: 3 clusters Score -2722542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2722568.500000 Penalty: 4956.237305
	Iteration 39Q: 3 clusters Score -2722568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2722589.250000 Penalty: 4956.237305
	Iteration 40F: 3 clusters Score -2722589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2722600.500000 Penalty: 4956.237305
	Iteration 41Q: 3 clusters Score -2722600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2722612.750000 Penalty: 4956.237305
	Iteration 42Q: 3 clusters Score -2722613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2722620.000000 Penalty: 4956.237305
	Iteration 43Q: 3 clusters Score -2722620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2722631.000000 Penalty: 4956.237305
	Iteration 44Q: 3 clusters Score -2722631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2722649.250000 Penalty: 4956.237305
	Iteration 45Q: 3 clusters Score -2722649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2722652.000000 Penalty: 4956.237305
	Iteration 46Q: 3 clusters Score -2722652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2722665.750000 Penalty: 4956.237305
	Iteration 47Q: 3 clusters Score -2722666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2722667.750000 Penalty: 4956.237305
	Iteration 48Q: 3 clusters Score -2722668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2722667.500000 Penalty: 4956.237305
	Iteration 49Q: 3 clusters Score -2722668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2722672.250000 Penalty: 4956.237305
	Iteration 50Q: 3 clusters Score -2722672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2722672.750000 Penalty: 4956.237305
	Iteration 51Q: 3 clusters Score -2722673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2722676.000000 Penalty: 4956.237305
	Iteration 52Q: 3 clusters Score -2722676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2722684.000000 Penalty: 4956.237305
	Iteration 53Q: 3 clusters Score -2722684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2722694.500000 Penalty: 4956.237305
	Iteration 54Q: 3 clusters Score -2722694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2722697.000000 Penalty: 4956.237305
	Iteration 55Q: 3 clusters Score -2722697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2722696.250000 Penalty: 4956.237305
	Iteration 56Q: 3 clusters Score -2722696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2722693.500000 Penalty: 4956.237305
	Iteration 57Q: 3 clusters Score -2722694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2722697.000000 Penalty: 4956.237305
	Iteration 58Q: 3 clusters Score -2722697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2722700.000000 Penalty: 4956.237305
	Iteration 59Q: 3 clusters Score -2722700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2722701.000000 Penalty: 4956.237305
	Iteration 60F: 3 clusters Score -2722701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2722703.250000 Penalty: 4956.237305
	Iteration 61Q: 3 clusters Score -2722703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2722707.000000 Penalty: 4956.237305
	Iteration 62Q: 3 clusters Score -2722707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2722701.500000 Penalty: 4956.237305
	Iteration 63Q: 3 clusters Score -2722702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2722708.500000 Penalty: 4956.237305
	Iteration 64Q: 3 clusters Score -2722708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2722707.750000 Penalty: 4956.237305
	Iteration 65Q: 3 clusters Score -2722708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2722705.750000 Penalty: 4956.237305
	Iteration 66Q: 3 clusters Score -2722706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2722704.750000 Penalty: 4956.237305
	Iteration 67Q: 3 clusters Score -2722705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2722706.750000 Penalty: 4956.237305
	Iteration 68Q: 3 clusters Score -2722707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2722710.250000 Penalty: 4956.237305
	Iteration 69Q: 3 clusters Score -2722710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2722710.750000 Penalty: 4956.237305
	Iteration 70Q: 3 clusters Score -2722711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2722708.500000 Penalty: 4956.237305
	Iteration 71Q: 3 clusters Score -2722708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2722708.500000 Penalty: 4956.237305
	Iteration 72F: 3 clusters Score -2722708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Entering Unmasked Estep 
Score: -5684260.500000 Penalty: 2666.965820
	Iteration 0F: 2 clusters Score -5684260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -5652531.500000 Penalty: 5333.931641
	Iteration 0F: 3 clusters Score -5652532 nChanged 21719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5664727.500000 Penalty: 5333.931641
	Iteration 1F: 3 clusters Score -5664728 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -5665721.000000 Penalty: 5333.931641
	Iteration 2F: 3 clusters Score -5665721 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -5666819.000000 Penalty: 5333.931641
	Iteration 3F: 3 clusters Score -5666819 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5668135.000000 Penalty: 5333.931641
	Iteration 4F: 3 clusters Score -5668135 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -5669564.500000 Penalty: 5333.931641
	Iteration 5F: 3 clusters Score -5669564 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -5671003.000000 Penalty: 5333.931641
	Iteration 6F: 3 clusters Score -5671003 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -5672220.000000 Penalty: 5333.931641
	Iteration 7F: 3 clusters Score -5672220 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -5673514.000000 Penalty: 5333.931641
	Iteration 8Q: 3 clusters Score -5673514 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -5674955.500000 Penalty: 5333.931641
	Iteration 9Q: 3 clusters Score -5674956 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -5676597.000000 Penalty: 5333.931641
	Iteration 10Q: 3 clusters Score -5676597 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -5678317.500000 Penalty: 5333.931641
	Iteration 11Q: 3 clusters Score -5678318 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -5679635.000000 Penalty: 5333.931641
	Iteration 12Q: 3 clusters Score -5679635 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -5680382.000000 Penalty: 5333.931641
	Iteration 13Q: 3 clusters Score -5680382 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -5680856.500000 Penalty: 5333.931641
	Iteration 14Q: 3 clusters Score -5680856 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -5681207.000000 Penalty: 5333.931641
	Iteration 15Q: 3 clusters Score -5681207 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -5681478.500000 Penalty: 5333.931641
	Iteration 16Q: 3 clusters Score -5681478 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -5681677.000000 Penalty: 5333.931641
	Iteration 17Q: 3 clusters Score -5681677 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -5681864.500000 Penalty: 5333.931641
	Iteration 18Q: 3 clusters Score -5681864 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -5682036.000000 Penalty: 5333.931641
	Iteration 19Q: 3 clusters Score -5682036 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -5682204.000000 Penalty: 5333.931641
	Iteration 20F: 3 clusters Score -5682204 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -5682347.500000 Penalty: 5333.931641
	Iteration 21Q: 3 clusters Score -5682348 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -5682454.000000 Penalty: 5333.931641
	Iteration 22Q: 3 clusters Score -5682454 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -5682538.500000 Penalty: 5333.931641
	Iteration 23Q: 3 clusters Score -5682538 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -5682615.500000 Penalty: 5333.931641
	Iteration 24Q: 3 clusters Score -5682616 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -5682701.000000 Penalty: 5333.931641
	Iteration 25Q: 3 clusters Score -5682701 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -5682775.000000 Penalty: 5333.931641
	Iteration 26Q: 3 clusters Score -5682775 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -5682812.500000 Penalty: 5333.931641
	Iteration 27Q: 3 clusters Score -5682812 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -5682853.500000 Penalty: 5333.931641
	Iteration 28Q: 3 clusters Score -5682854 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -5682891.000000 Penalty: 5333.931641
	Iteration 29Q: 3 clusters Score -5682891 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5682940.500000 Penalty: 5333.931641
	Iteration 30Q: 3 clusters Score -5682940 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -5682987.000000 Penalty: 5333.931641
	Iteration 31Q: 3 clusters Score -5682987 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5683003.000000 Penalty: 5333.931641
	Iteration 32Q: 3 clusters Score -5683003 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5683023.000000 Penalty: 5333.931641
	Iteration 33Q: 3 clusters Score -5683023 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -5683061.500000 Penalty: 5333.931641
	Iteration 34Q: 3 clusters Score -5683062 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5683077.000000 Penalty: 5333.931641
	Iteration 35Q: 3 clusters Score -5683077 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5683115.000000 Penalty: 5333.931641
	Iteration 36Q: 3 clusters Score -5683115 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -5683121.500000 Penalty: 5333.931641
	Iteration 37Q: 3 clusters Score -5683122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5683147.000000 Penalty: 5333.931641
	Iteration 38Q: 3 clusters Score -5683147 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5683153.500000 Penalty: 5333.931641
	Iteration 39Q: 3 clusters Score -5683154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5683153.500000 Penalty: 5333.931641
	Iteration 40F: 3 clusters Score -5683154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5683174.000000 Penalty: 5333.931641
	Iteration 41Q: 3 clusters Score -5683174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -5683170.500000 Penalty: 5333.931641
	Iteration 42Q: 3 clusters Score -5683170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5683167.000000 Penalty: 5333.931641
	Iteration 43Q: 3 clusters Score -5683167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5683170.000000 Penalty: 5333.931641
	Iteration 44Q: 3 clusters Score -5683170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5683179.000000 Penalty: 5333.931641
	Iteration 45Q: 3 clusters Score -5683179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5683181.500000 Penalty: 5333.931641
	Iteration 46Q: 3 clusters Score -5683182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5683192.500000 Penalty: 5333.931641
	Iteration 47Q: 3 clusters Score -5683192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5683196.000000 Penalty: 5333.931641
	Iteration 48Q: 3 clusters Score -5683196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5683198.500000 Penalty: 5333.931641
	Iteration 49Q: 3 clusters Score -5683198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5683200.500000 Penalty: 5333.931641
	Iteration 50Q: 3 clusters Score -5683200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5683197.000000 Penalty: 5333.931641
	Iteration 51Q: 3 clusters Score -5683197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5683205.500000 Penalty: 5333.931641
	Iteration 52Q: 3 clusters Score -5683206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5683207.000000 Penalty: 5333.931641
	Iteration 53Q: 3 clusters Score -5683207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5683206.500000 Penalty: 5333.931641
	Iteration 54Q: 3 clusters Score -5683206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5683208.500000 Penalty: 5333.931641
	Iteration 55Q: 3 clusters Score -5683208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5683220.000000 Penalty: 5333.931641
	Iteration 56Q: 3 clusters Score -5683220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5683211.000000 Penalty: 5333.931641
	Iteration 57Q: 3 clusters Score -5683211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5683212.000000 Penalty: 5333.931641
	Iteration 58Q: 3 clusters Score -5683212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5683214.000000 Penalty: 5333.931641
	Iteration 59Q: 3 clusters Score -5683214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5683209.500000 Penalty: 5333.931641
	Iteration 60F: 3 clusters Score -5683210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5683211.500000 Penalty: 5333.931641
	Iteration 61Q: 3 clusters Score -5683212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5683210.500000 Penalty: 5333.931641
	Iteration 62Q: 3 clusters Score -5683210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5683211.000000 Penalty: 5333.931641
	Iteration 63Q: 3 clusters Score -5683211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5683221.000000 Penalty: 5333.931641
	Iteration 64Q: 3 clusters Score -5683221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5683224.500000 Penalty: 5333.931641
	Iteration 65Q: 3 clusters Score -5683224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5683233.000000 Penalty: 5333.931641
	Iteration 66Q: 3 clusters Score -5683233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5683227.500000 Penalty: 5333.931641
	Iteration 67Q: 3 clusters Score -5683228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5683227.500000 Penalty: 5333.931641
	Iteration 68Q: 3 clusters Score -5683228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5683228.500000 Penalty: 5333.931641
	Iteration 69Q: 3 clusters Score -5683228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5683230.000000 Penalty: 5333.931641
	Iteration 70Q: 3 clusters Score -5683230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5683232.000000 Penalty: 5333.931641
	Iteration 71Q: 3 clusters Score -5683232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5683233.000000 Penalty: 5333.931641
	Iteration 72Q: 3 clusters Score -5683233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5683233.000000 Penalty: 5333.931641
	Iteration 73F: 3 clusters Score -5683233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -68862.250000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -68862.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67282.343750 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -67282.34 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67608.226562 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -67608.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67810.492188 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -67810.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68007.531250 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -68007.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68099.312500 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -68099.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68160.828125 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -68160.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68233.875000 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -68233.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68318.062500 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -68318.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -68532.289062 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -68532.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -68720.515625 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -68720.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -68799.695312 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -68799.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -68841.875000 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -68841.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -68867.945312 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -68867.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -68880.640625 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -68880.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -68886.289062 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -68886.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -68886.289062 Penalty: 3206.435791
	Iteration 15F: 3 clusters Score -68886.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 12433 members 
Mstep: Class 3 contains 140136 members 
Mstep: Class 4 contains 105877 members 
Mstep: Class 5 contains 29789 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 42486 members 
Mstep: Class 9 contains 32820 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12245 members 
Mstep: Class 12 contains 54915 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 54512 members 
Mstep: Class 15 contains 155035 members 
Mstep: Class 16 contains 76940 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8633 members 
Mstep: Class 19 contains 270978 members 
Mstep: Class 20 contains 7948 members 
Mstep: Class 21 contains 21860 members 
Mstep: Class 22 contains 46812 members 
Mstep: Class 23 contains 126 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 15000 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5293 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8696 members 
Mstep: Class 30 contains 17812 members 
Mstep: Class 31 contains 516 members 
Entering Unmasked Estep 
Score: -157744448.000000 Penalty: 108024.484375
Splitting cluster 23 changes total score from -157746480.000000 to -157744448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (6095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Entering Unmasked Estep 
Score: -728271.437500 Penalty: 2161.375732
	Iteration 0F: 2 clusters Score -728271.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -723050.500000 Penalty: 4322.751465
	Iteration 0F: 3 clusters Score -723050.5 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -724376.312500 Penalty: 4322.751465
	Iteration 1F: 3 clusters Score -724376.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -724664.562500 Penalty: 4322.751465
	Iteration 2F: 3 clusters Score -724664.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -724882.250000 Penalty: 4322.751465
	Iteration 3F: 3 clusters Score -724882.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -725080.812500 Penalty: 4322.751465
	Iteration 4Q: 3 clusters Score -725080.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -725247.125000 Penalty: 4322.751465
	Iteration 5Q: 3 clusters Score -725247.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -725364.687500 Penalty: 4322.751465
	Iteration 6Q: 3 clusters Score -725364.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -725463.812500 Penalty: 4322.751465
	Iteration 7Q: 3 clusters Score -725463.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -725548.687500 Penalty: 4322.751465
	Iteration 8Q: 3 clusters Score -725548.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -725634.375000 Penalty: 4322.751465
	Iteration 9Q: 3 clusters Score -725634.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -725727.500000 Penalty: 4322.751465
	Iteration 10Q: 3 clusters Score -725727.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -725830.812500 Penalty: 4322.751465
	Iteration 11Q: 3 clusters Score -725830.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -725949.125000 Penalty: 4322.751465
	Iteration 12Q: 3 clusters Score -725949.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -726086.562500 Penalty: 4322.751465
	Iteration 13Q: 3 clusters Score -726086.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -726218.687500 Penalty: 4322.751465
	Iteration 14Q: 3 clusters Score -726218.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -726357.187500 Penalty: 4322.751465
	Iteration 15Q: 3 clusters Score -726357.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -726481.562500 Penalty: 4322.751465
	Iteration 16Q: 3 clusters Score -726481.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -726612.250000 Penalty: 4322.751465
	Iteration 17Q: 3 clusters Score -726612.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -726740.312500 Penalty: 4322.751465
	Iteration 18Q: 3 clusters Score -726740.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -726849.750000 Penalty: 4322.751465
	Iteration 19Q: 3 clusters Score -726849.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -726938.750000 Penalty: 4322.751465
	Iteration 20F: 3 clusters Score -726938.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -727022.000000 Penalty: 4322.751465
	Iteration 21Q: 3 clusters Score -727022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -727066.625000 Penalty: 4322.751465
	Iteration 22Q: 3 clusters Score -727066.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -727101.937500 Penalty: 4322.751465
	Iteration 23Q: 3 clusters Score -727101.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -727125.937500 Penalty: 4322.751465
	Iteration 24Q: 3 clusters Score -727125.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -727143.125000 Penalty: 4322.751465
	Iteration 25Q: 3 clusters Score -727143.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -727152.812500 Penalty: 4322.751465
	Iteration 26Q: 3 clusters Score -727152.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -727158.937500 Penalty: 4322.751465
	Iteration 27Q: 3 clusters Score -727158.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -727164.437500 Penalty: 4322.751465
	Iteration 28Q: 3 clusters Score -727164.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -727168.000000 Penalty: 4322.751465
	Iteration 29Q: 3 clusters Score -727168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -727174.812500 Penalty: 4322.751465
	Iteration 30Q: 3 clusters Score -727174.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -727179.937500 Penalty: 4322.751465
	Iteration 31Q: 3 clusters Score -727179.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -727183.937500 Penalty: 4322.751465
	Iteration 32Q: 3 clusters Score -727183.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -727186.125000 Penalty: 4322.751465
	Iteration 33Q: 3 clusters Score -727186.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -727188.187500 Penalty: 4322.751465
	Iteration 34Q: 3 clusters Score -727188.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -727188.062500 Penalty: 4322.751465
	Iteration 35Q: 3 clusters Score -727188.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -727193.062500 Penalty: 4322.751465
	Iteration 36Q: 3 clusters Score -727193.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -727197.500000 Penalty: 4322.751465
	Iteration 37Q: 3 clusters Score -727197.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -727198.625000 Penalty: 4322.751465
	Iteration 38Q: 3 clusters Score -727198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -727200.062500 Penalty: 4322.751465
	Iteration 39Q: 3 clusters Score -727200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -727201.187500 Penalty: 4322.751465
	Iteration 40F: 3 clusters Score -727201.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -727203.562500 Penalty: 4322.751465
	Iteration 41Q: 3 clusters Score -727203.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -727204.250000 Penalty: 4322.751465
	Iteration 42Q: 3 clusters Score -727204.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -727204.000000 Penalty: 4322.751465
	Iteration 43Q: 3 clusters Score -727204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -727204.125000 Penalty: 4322.751465
	Iteration 44Q: 3 clusters Score -727204.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -727204.125000 Penalty: 4322.751465
	Iteration 45F: 3 clusters Score -727204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Entering Unmasked Estep 
Score: -1885874.000000 Penalty: 2384.719727
	Iteration 0F: 2 clusters Score -1885874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1874981.375000 Penalty: 4769.439453
	Iteration 0F: 3 clusters Score -1874981 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1878406.875000 Penalty: 4769.439453
	Iteration 1F: 3 clusters Score -1878407 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1878779.500000 Penalty: 4769.439453
	Iteration 2F: 3 clusters Score -1878780 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1879063.625000 Penalty: 4769.439453
	Iteration 3F: 3 clusters Score -1879064 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1879298.750000 Penalty: 4769.439453
	Iteration 4Q: 3 clusters Score -1879299 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1879500.500000 Penalty: 4769.439453
	Iteration 5Q: 3 clusters Score -1879500 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1879713.875000 Penalty: 4769.439453
	Iteration 6Q: 3 clusters Score -1879714 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1879925.125000 Penalty: 4769.439453
	Iteration 7Q: 3 clusters Score -1879925 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1880138.875000 Penalty: 4769.439453
	Iteration 8Q: 3 clusters Score -1880139 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1880400.375000 Penalty: 4769.439453
	Iteration 9Q: 3 clusters Score -1880400 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1880674.750000 Penalty: 4769.439453
	Iteration 10Q: 3 clusters Score -1880675 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1880967.000000 Penalty: 4769.439453
	Iteration 11Q: 3 clusters Score -1880967 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1881291.500000 Penalty: 4769.439453
	Iteration 12Q: 3 clusters Score -1881292 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1881621.750000 Penalty: 4769.439453
	Iteration 13Q: 3 clusters Score -1881622 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1881944.875000 Penalty: 4769.439453
	Iteration 14Q: 3 clusters Score -1881945 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1882237.750000 Penalty: 4769.439453
	Iteration 15Q: 3 clusters Score -1882238 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1882490.125000 Penalty: 4769.439453
	Iteration 16Q: 3 clusters Score -1882490 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1882698.000000 Penalty: 4769.439453
	Iteration 17Q: 3 clusters Score -1882698 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1882872.500000 Penalty: 4769.439453
	Iteration 18Q: 3 clusters Score -1882872 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1883012.625000 Penalty: 4769.439453
	Iteration 19Q: 3 clusters Score -1883013 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1883156.375000 Penalty: 4769.439453
	Iteration 20F: 3 clusters Score -1883156 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1883250.250000 Penalty: 4769.439453
	Iteration 21Q: 3 clusters Score -1883250 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1883332.125000 Penalty: 4769.439453
	Iteration 22Q: 3 clusters Score -1883332 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1883400.750000 Penalty: 4769.439453
	Iteration 23Q: 3 clusters Score -1883401 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1883440.250000 Penalty: 4769.439453
	Iteration 24Q: 3 clusters Score -1883440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1883483.000000 Penalty: 4769.439453
	Iteration 25Q: 3 clusters Score -1883483 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1883520.500000 Penalty: 4769.439453
	Iteration 26Q: 3 clusters Score -1883520 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1883546.750000 Penalty: 4769.439453
	Iteration 27Q: 3 clusters Score -1883547 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1883577.750000 Penalty: 4769.439453
	Iteration 28Q: 3 clusters Score -1883578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1883597.875000 Penalty: 4769.439453
	Iteration 29Q: 3 clusters Score -1883598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1883627.750000 Penalty: 4769.439453
	Iteration 30Q: 3 clusters Score -1883628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1883667.500000 Penalty: 4769.439453
	Iteration 31Q: 3 clusters Score -1883668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1883708.250000 Penalty: 4769.439453
	Iteration 32Q: 3 clusters Score -1883708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1883740.750000 Penalty: 4769.439453
	Iteration 33Q: 3 clusters Score -1883741 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1883773.625000 Penalty: 4769.439453
	Iteration 34Q: 3 clusters Score -1883774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1883802.000000 Penalty: 4769.439453
	Iteration 35Q: 3 clusters Score -1883802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1883830.625000 Penalty: 4769.439453
	Iteration 36Q: 3 clusters Score -1883831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1883842.375000 Penalty: 4769.439453
	Iteration 37Q: 3 clusters Score -1883842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1883864.000000 Penalty: 4769.439453
	Iteration 38Q: 3 clusters Score -1883864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1883879.250000 Penalty: 4769.439453
	Iteration 39Q: 3 clusters Score -1883879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1883892.000000 Penalty: 4769.439453
	Iteration 40F: 3 clusters Score -1883892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1883903.000000 Penalty: 4769.439453
	Iteration 41Q: 3 clusters Score -1883903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1883916.500000 Penalty: 4769.439453
	Iteration 42Q: 3 clusters Score -1883916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1883938.375000 Penalty: 4769.439453
	Iteration 43Q: 3 clusters Score -1883938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1883944.625000 Penalty: 4769.439453
	Iteration 44Q: 3 clusters Score -1883945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1883955.000000 Penalty: 4769.439453
	Iteration 45Q: 3 clusters Score -1883955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1883963.750000 Penalty: 4769.439453
	Iteration 46Q: 3 clusters Score -1883964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1883975.875000 Penalty: 4769.439453
	Iteration 47Q: 3 clusters Score -1883976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1883986.750000 Penalty: 4769.439453
	Iteration 48Q: 3 clusters Score -1883987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1884006.250000 Penalty: 4769.439453
	Iteration 49Q: 3 clusters Score -1884006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1884027.625000 Penalty: 4769.439453
	Iteration 50Q: 3 clusters Score -1884028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1884030.375000 Penalty: 4769.439453
	Iteration 51Q: 3 clusters Score -1884030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1884039.125000 Penalty: 4769.439453
	Iteration 52Q: 3 clusters Score -1884039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1884048.625000 Penalty: 4769.439453
	Iteration 53Q: 3 clusters Score -1884049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1884061.625000 Penalty: 4769.439453
	Iteration 54Q: 3 clusters Score -1884062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1884072.625000 Penalty: 4769.439453
	Iteration 55Q: 3 clusters Score -1884073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1884092.625000 Penalty: 4769.439453
	Iteration 56Q: 3 clusters Score -1884093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1884104.125000 Penalty: 4769.439453
	Iteration 57Q: 3 clusters Score -1884104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1884120.125000 Penalty: 4769.439453
	Iteration 58Q: 3 clusters Score -1884120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1884129.750000 Penalty: 4769.439453
	Iteration 59Q: 3 clusters Score -1884130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1884137.375000 Penalty: 4769.439453
	Iteration 60F: 3 clusters Score -1884137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1884145.125000 Penalty: 4769.439453
	Iteration 61Q: 3 clusters Score -1884145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1884148.375000 Penalty: 4769.439453
	Iteration 62Q: 3 clusters Score -1884148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1884150.500000 Penalty: 4769.439453
	Iteration 63Q: 3 clusters Score -1884150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1884152.750000 Penalty: 4769.439453
	Iteration 64Q: 3 clusters Score -1884153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1884154.375000 Penalty: 4769.439453
	Iteration 65Q: 3 clusters Score -1884154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1884157.500000 Penalty: 4769.439453
	Iteration 66Q: 3 clusters Score -1884158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1884161.750000 Penalty: 4769.439453
	Iteration 67Q: 3 clusters Score -1884162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1884165.875000 Penalty: 4769.439453
	Iteration 68Q: 3 clusters Score -1884166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1884165.875000 Penalty: 4769.439453
	Iteration 69F: 3 clusters Score -1884166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -175192.000000 Penalty: 1808.161743
	Iteration 0F: 2 clusters Score -175192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -172919.281250 Penalty: 3616.323486
	Iteration 0F: 3 clusters Score -172919.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -173337.171875 Penalty: 3616.323486
	Iteration 1F: 3 clusters Score -173337.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -173525.609375 Penalty: 3616.323486
	Iteration 2F: 3 clusters Score -173525.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -173728.109375 Penalty: 3616.323486
	Iteration 3F: 3 clusters Score -173728.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -173882.687500 Penalty: 3616.323486
	Iteration 4F: 3 clusters Score -173882.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -174017.390625 Penalty: 3616.323486
	Iteration 5F: 3 clusters Score -174017.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -174180.000000 Penalty: 3616.323486
	Iteration 6F: 3 clusters Score -174180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -174307.343750 Penalty: 3616.323486
	Iteration 7Q: 3 clusters Score -174307.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -174390.203125 Penalty: 3616.323486
	Iteration 8Q: 3 clusters Score -174390.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -174427.625000 Penalty: 3616.323486
	Iteration 9Q: 3 clusters Score -174427.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -174445.656250 Penalty: 3616.323486
	Iteration 10Q: 3 clusters Score -174445.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -174461.921875 Penalty: 3616.323486
	Iteration 11Q: 3 clusters Score -174461.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -174472.437500 Penalty: 3616.323486
	Iteration 12Q: 3 clusters Score -174472.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -174482.796875 Penalty: 3616.323486
	Iteration 13Q: 3 clusters Score -174482.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -174490.953125 Penalty: 3616.323486
	Iteration 14Q: 3 clusters Score -174491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -174494.671875 Penalty: 3616.323486
	Iteration 15Q: 3 clusters Score -174494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -174498.921875 Penalty: 3616.323486
	Iteration 16Q: 3 clusters Score -174498.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -174500.328125 Penalty: 3616.323486
	Iteration 17Q: 3 clusters Score -174500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -174501.750000 Penalty: 3616.323486
	Iteration 18Q: 3 clusters Score -174501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -174507.078125 Penalty: 3616.323486
	Iteration 19Q: 3 clusters Score -174507.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -174513.359375 Penalty: 3616.323486
	Iteration 20F: 3 clusters Score -174513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -174514.562500 Penalty: 3616.323486
	Iteration 21Q: 3 clusters Score -174514.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -174519.843750 Penalty: 3616.323486
	Iteration 22Q: 3 clusters Score -174519.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -174528.750000 Penalty: 3616.323486
	Iteration 23Q: 3 clusters Score -174528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -174536.250000 Penalty: 3616.323486
	Iteration 24Q: 3 clusters Score -174536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -174539.515625 Penalty: 3616.323486
	Iteration 25Q: 3 clusters Score -174539.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -174543.953125 Penalty: 3616.323486
	Iteration 26Q: 3 clusters Score -174544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -174556.734375 Penalty: 3616.323486
	Iteration 27Q: 3 clusters Score -174556.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -174581.875000 Penalty: 3616.323486
	Iteration 28Q: 3 clusters Score -174581.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -174626.609375 Penalty: 3616.323486
	Iteration 29Q: 3 clusters Score -174626.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -174652.671875 Penalty: 3616.323486
	Iteration 30Q: 3 clusters Score -174652.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -174670.140625 Penalty: 3616.323486
	Iteration 31Q: 3 clusters Score -174670.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -174686.953125 Penalty: 3616.323486
	Iteration 32Q: 3 clusters Score -174687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -174704.625000 Penalty: 3616.323486
	Iteration 33Q: 3 clusters Score -174704.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -174718.703125 Penalty: 3616.323486
	Iteration 34Q: 3 clusters Score -174718.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -174729.609375 Penalty: 3616.323486
	Iteration 35Q: 3 clusters Score -174729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -174734.984375 Penalty: 3616.323486
	Iteration 36Q: 3 clusters Score -174735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -174736.156250 Penalty: 3616.323486
	Iteration 37Q: 3 clusters Score -174736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -174736.156250 Penalty: 3616.323486
	Iteration 38F: 3 clusters Score -174736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Entering Unmasked Estep 
Score: -622923.437500 Penalty: 2126.386963
	Iteration 0F: 2 clusters Score -622923.4 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 2666 members 
Entering Unmasked Estep 
Score: -618206.687500 Penalty: 4252.773926
	Iteration 0F: 3 clusters Score -618206.7 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -619316.437500 Penalty: 4252.773926
	Iteration 1F: 3 clusters Score -619316.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -619564.312500 Penalty: 4252.773926
	Iteration 2F: 3 clusters Score -619564.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -619748.375000 Penalty: 4252.773926
	Iteration 3F: 3 clusters Score -619748.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -619879.500000 Penalty: 4252.773926
	Iteration 4Q: 3 clusters Score -619879.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -619963.250000 Penalty: 4252.773926
	Iteration 5Q: 3 clusters Score -619963.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -620036.375000 Penalty: 4252.773926
	Iteration 6Q: 3 clusters Score -620036.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -620107.187500 Penalty: 4252.773926
	Iteration 7Q: 3 clusters Score -620107.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -620174.750000 Penalty: 4252.773926
	Iteration 8Q: 3 clusters Score -620174.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -620239.562500 Penalty: 4252.773926
	Iteration 9Q: 3 clusters Score -620239.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -620298.937500 Penalty: 4252.773926
	Iteration 10Q: 3 clusters Score -620298.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -620360.562500 Penalty: 4252.773926
	Iteration 11Q: 3 clusters Score -620360.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -620428.312500 Penalty: 4252.773926
	Iteration 12Q: 3 clusters Score -620428.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -620499.562500 Penalty: 4252.773926
	Iteration 13Q: 3 clusters Score -620499.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -620567.375000 Penalty: 4252.773926
	Iteration 14Q: 3 clusters Score -620567.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -620636.500000 Penalty: 4252.773926
	Iteration 15Q: 3 clusters Score -620636.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -620693.312500 Penalty: 4252.773926
	Iteration 16Q: 3 clusters Score -620693.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -620746.562500 Penalty: 4252.773926
	Iteration 17Q: 3 clusters Score -620746.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -620794.687500 Penalty: 4252.773926
	Iteration 18Q: 3 clusters Score -620794.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -620839.437500 Penalty: 4252.773926
	Iteration 19Q: 3 clusters Score -620839.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -620902.875000 Penalty: 4252.773926
	Iteration 20F: 3 clusters Score -620902.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -620994.437500 Penalty: 4252.773926
	Iteration 21Q: 3 clusters Score -620994.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -621089.750000 Penalty: 4252.773926
	Iteration 22Q: 3 clusters Score -621089.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -621183.812500 Penalty: 4252.773926
	Iteration 23Q: 3 clusters Score -621183.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -621270.312500 Penalty: 4252.773926
	Iteration 24Q: 3 clusters Score -621270.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -621347.250000 Penalty: 4252.773926
	Iteration 25Q: 3 clusters Score -621347.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -621380.812500 Penalty: 4252.773926
	Iteration 26Q: 3 clusters Score -621380.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -621402.187500 Penalty: 4252.773926
	Iteration 27Q: 3 clusters Score -621402.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -621412.562500 Penalty: 4252.773926
	Iteration 28Q: 3 clusters Score -621412.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -621418.125000 Penalty: 4252.773926
	Iteration 29Q: 3 clusters Score -621418.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -621419.875000 Penalty: 4252.773926
	Iteration 30Q: 3 clusters Score -621419.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -621424.125000 Penalty: 4252.773926
	Iteration 31Q: 3 clusters Score -621424.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -621425.187500 Penalty: 4252.773926
	Iteration 32Q: 3 clusters Score -621425.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -621426.750000 Penalty: 4252.773926
	Iteration 33Q: 3 clusters Score -621426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -621424.812500 Penalty: 4252.773926
	Iteration 34Q: 3 clusters Score -621424.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -621425.125000 Penalty: 4252.773926
	Iteration 35Q: 3 clusters Score -621425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -621425.125000 Penalty: 4252.773926
	Iteration 36F: 3 clusters Score -621425.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -92231.656250 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -92231.66 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 383 members 
Entering Unmasked Estep 
Score: -90499.375000 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -90499.38 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90735.687500 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -90735.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -90809.140625 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -90809.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90836.062500 Penalty: 3300.459473
	Iteration 3Q: 3 clusters Score -90836.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90852.710938 Penalty: 3300.459473
	Iteration 4Q: 3 clusters Score -90852.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90866.742188 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -90866.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -90874.859375 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -90874.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90879.007812 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -90879.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90882.843750 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -90882.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -90886.007812 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -90886.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -90888.187500 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -90888.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90888.843750 Penalty: 3300.459473
	Iteration 11Q: 3 clusters Score -90888.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90888.843750 Penalty: 3300.459473
	Iteration 12F: 3 clusters Score -90888.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Entering Unmasked Estep 
Score: -1002647.187500 Penalty: 2249.513428
	Iteration 0F: 2 clusters Score -1002647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -995820.125000 Penalty: 4499.026855
	Iteration 0F: 3 clusters Score -995820.1 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -997819.625000 Penalty: 4499.026855
	Iteration 1F: 3 clusters Score -997819.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -998275.062500 Penalty: 4499.026855
	Iteration 2F: 3 clusters Score -998275.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -998697.500000 Penalty: 4499.026855
	Iteration 3F: 3 clusters Score -998697.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -999097.062500 Penalty: 4499.026855
	Iteration 4F: 3 clusters Score -999097.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -999513.062500 Penalty: 4499.026855
	Iteration 5F: 3 clusters Score -999513.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -999885.375000 Penalty: 4499.026855
	Iteration 6F: 3 clusters Score -999885.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1000196.062500 Penalty: 4499.026855
	Iteration 7F: 3 clusters Score -1000196 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1000463.000000 Penalty: 4499.026855
	Iteration 8Q: 3 clusters Score -1000463 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1000696.250000 Penalty: 4499.026855
	Iteration 9Q: 3 clusters Score -1000696 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1000911.250000 Penalty: 4499.026855
	Iteration 10Q: 3 clusters Score -1000911 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1001103.437500 Penalty: 4499.026855
	Iteration 11Q: 3 clusters Score -1001103 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1001258.937500 Penalty: 4499.026855
	Iteration 12Q: 3 clusters Score -1001259 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1001382.687500 Penalty: 4499.026855
	Iteration 13Q: 3 clusters Score -1001383 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1001486.062500 Penalty: 4499.026855
	Iteration 14Q: 3 clusters Score -1001486 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1001553.312500 Penalty: 4499.026855
	Iteration 15Q: 3 clusters Score -1001553 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1001603.750000 Penalty: 4499.026855
	Iteration 16Q: 3 clusters Score -1001604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1001642.875000 Penalty: 4499.026855
	Iteration 17Q: 3 clusters Score -1001643 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1001680.125000 Penalty: 4499.026855
	Iteration 18Q: 3 clusters Score -1001680 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1001722.625000 Penalty: 4499.026855
	Iteration 19Q: 3 clusters Score -1001723 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1001758.625000 Penalty: 4499.026855
	Iteration 20F: 3 clusters Score -1001759 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1001797.437500 Penalty: 4499.026855
	Iteration 21Q: 3 clusters Score -1001797 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1001835.000000 Penalty: 4499.026855
	Iteration 22Q: 3 clusters Score -1001835 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1001899.625000 Penalty: 4499.026855
	Iteration 23Q: 3 clusters Score -1001900 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1001985.937500 Penalty: 4499.026855
	Iteration 24Q: 3 clusters Score -1001986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1002105.000000 Penalty: 4499.026855
	Iteration 25Q: 3 clusters Score -1002105 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1002159.437500 Penalty: 4499.026855
	Iteration 26Q: 3 clusters Score -1002159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1002182.250000 Penalty: 4499.026855
	Iteration 27Q: 3 clusters Score -1002182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1002203.750000 Penalty: 4499.026855
	Iteration 28Q: 3 clusters Score -1002204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1002210.437500 Penalty: 4499.026855
	Iteration 29Q: 3 clusters Score -1002210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1002214.875000 Penalty: 4499.026855
	Iteration 30Q: 3 clusters Score -1002215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1002215.312500 Penalty: 4499.026855
	Iteration 31Q: 3 clusters Score -1002215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1002216.187500 Penalty: 4499.026855
	Iteration 32Q: 3 clusters Score -1002216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1002216.000000 Penalty: 4499.026855
	Iteration 33Q: 3 clusters Score -1002216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1002216.000000 Penalty: 4499.026855
	Iteration 34F: 3 clusters Score -1002216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Entering Unmasked Estep 
Score: -2104879.750000 Penalty: 2427.331543
	Iteration 0F: 2 clusters Score -2104880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2092297.875000 Penalty: 4854.663086
	Iteration 0F: 3 clusters Score -2092298 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2096644.750000 Penalty: 4854.663086
	Iteration 1F: 3 clusters Score -2096645 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2097215.750000 Penalty: 4854.663086
	Iteration 2F: 3 clusters Score -2097216 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2097676.500000 Penalty: 4854.663086
	Iteration 3F: 3 clusters Score -2097676 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2098163.750000 Penalty: 4854.663086
	Iteration 4F: 3 clusters Score -2098164 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2098867.000000 Penalty: 4854.663086
	Iteration 5Q: 3 clusters Score -2098867 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2099795.000000 Penalty: 4854.663086
	Iteration 6F: 3 clusters Score -2099795 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2100691.250000 Penalty: 4854.663086
	Iteration 7F: 3 clusters Score -2100691 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2101516.250000 Penalty: 4854.663086
	Iteration 8F: 3 clusters Score -2101516 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2102112.000000 Penalty: 4854.663086
	Iteration 9Q: 3 clusters Score -2102112 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2102475.750000 Penalty: 4854.663086
	Iteration 10Q: 3 clusters Score -2102476 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2102704.750000 Penalty: 4854.663086
	Iteration 11Q: 3 clusters Score -2102705 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2102828.750000 Penalty: 4854.663086
	Iteration 12Q: 3 clusters Score -2102829 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2102935.250000 Penalty: 4854.663086
	Iteration 13Q: 3 clusters Score -2102935 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2103031.250000 Penalty: 4854.663086
	Iteration 14Q: 3 clusters Score -2103031 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2103118.000000 Penalty: 4854.663086
	Iteration 15Q: 3 clusters Score -2103118 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2103203.250000 Penalty: 4854.663086
	Iteration 16Q: 3 clusters Score -2103203 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2103270.000000 Penalty: 4854.663086
	Iteration 17Q: 3 clusters Score -2103270 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2103348.000000 Penalty: 4854.663086
	Iteration 18Q: 3 clusters Score -2103348 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2103444.250000 Penalty: 4854.663086
	Iteration 19Q: 3 clusters Score -2103444 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2103541.750000 Penalty: 4854.663086
	Iteration 20F: 3 clusters Score -2103542 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2103628.250000 Penalty: 4854.663086
	Iteration 21Q: 3 clusters Score -2103628 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2103751.750000 Penalty: 4854.663086
	Iteration 22Q: 3 clusters Score -2103752 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2103877.500000 Penalty: 4854.663086
	Iteration 23Q: 3 clusters Score -2103878 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2103988.250000 Penalty: 4854.663086
	Iteration 24Q: 3 clusters Score -2103988 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2104095.500000 Penalty: 4854.663086
	Iteration 25Q: 3 clusters Score -2104096 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2104215.250000 Penalty: 4854.663086
	Iteration 26Q: 3 clusters Score -2104215 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2104331.250000 Penalty: 4854.663086
	Iteration 27Q: 3 clusters Score -2104331 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2104447.500000 Penalty: 4854.663086
	Iteration 28Q: 3 clusters Score -2104448 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2104581.000000 Penalty: 4854.663086
	Iteration 29Q: 3 clusters Score -2104581 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2104731.750000 Penalty: 4854.663086
	Iteration 30Q: 3 clusters Score -2104732 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2104909.500000 Penalty: 4854.663086
	Iteration 31Q: 3 clusters Score -2104910 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2105108.250000 Penalty: 4854.663086
	Iteration 32Q: 3 clusters Score -2105108 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2105341.250000 Penalty: 4854.663086
	Iteration 33Q: 3 clusters Score -2105341 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2105553.750000 Penalty: 4854.663086
	Iteration 34Q: 3 clusters Score -2105554 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2105712.250000 Penalty: 4854.663086
	Iteration 35Q: 3 clusters Score -2105712 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2105803.750000 Penalty: 4854.663086
	Iteration 36Q: 3 clusters Score -2105804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2105842.250000 Penalty: 4854.663086
	Iteration 37Q: 3 clusters Score -2105842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2105865.500000 Penalty: 4854.663086
	Iteration 38Q: 3 clusters Score -2105866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2105878.750000 Penalty: 4854.663086
	Iteration 39Q: 3 clusters Score -2105879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2105894.250000 Penalty: 4854.663086
	Iteration 40F: 3 clusters Score -2105894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2105898.250000 Penalty: 4854.663086
	Iteration 41Q: 3 clusters Score -2105898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2105898.750000 Penalty: 4854.663086
	Iteration 42Q: 3 clusters Score -2105899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2105906.750000 Penalty: 4854.663086
	Iteration 43Q: 3 clusters Score -2105907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2105907.500000 Penalty: 4854.663086
	Iteration 44Q: 3 clusters Score -2105908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2105906.250000 Penalty: 4854.663086
	Iteration 45Q: 3 clusters Score -2105906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2105911.250000 Penalty: 4854.663086
	Iteration 46Q: 3 clusters Score -2105911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2105911.750000 Penalty: 4854.663086
	Iteration 47Q: 3 clusters Score -2105912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2105911.750000 Penalty: 4854.663086
	Iteration 48F: 3 clusters Score -2105912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 12433 members 
Mstep: Class 3 contains 140136 members 
Mstep: Class 4 contains 105877 members 
Mstep: Class 5 contains 29789 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 42486 members 
Mstep: Class 9 contains 32820 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12245 members 
Mstep: Class 12 contains 54915 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 54512 members 
Mstep: Class 15 contains 155035 members 
Mstep: Class 16 contains 76940 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8633 members 
Mstep: Class 19 contains 270978 members 
Mstep: Class 20 contains 7948 members 
Mstep: Class 21 contains 21860 members 
Mstep: Class 22 contains 46812 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 15000 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5293 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8696 members 
Mstep: Class 30 contains 12653 members 
Mstep: Class 31 contains 5159 members 
Entering Unmasked Estep 
Score: -157746112.000000 Penalty: 108024.484375
Splitting cluster 30 changes total score from -157746480.000000 to -157746112.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 12433 members 
Mstep: Class 3 contains 140136 members 
Mstep: Class 4 contains 105877 members 
Mstep: Class 5 contains 29789 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 42486 members 
Mstep: Class 9 contains 32820 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12245 members 
Mstep: Class 12 contains 54915 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 54512 members 
Mstep: Class 15 contains 155035 members 
Mstep: Class 16 contains 76940 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8633 members 
Mstep: Class 19 contains 270978 members 
Mstep: Class 20 contains 7948 members 
Mstep: Class 21 contains 21860 members 
Mstep: Class 22 contains 46812 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 15000 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5293 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8696 members 
Mstep: Class 30 contains 17812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746224.000000 Penalty: 104539.820312
Iteration 159Q: 31 clusters Score -1.577462e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 12431 members 
Mstep: Class 3 contains 140201 members 
Mstep: Class 4 contains 105880 members 
Mstep: Class 5 contains 29789 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 6214 members 
Mstep: Class 8 contains 42558 members 
Mstep: Class 9 contains 32825 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12252 members 
Mstep: Class 12 contains 54915 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 53991 members 
Mstep: Class 15 contains 155118 members 
Mstep: Class 16 contains 76909 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8636 members 
Mstep: Class 19 contains 271305 members 
Mstep: Class 20 contains 7949 members 
Mstep: Class 21 contains 21867 members 
Mstep: Class 22 contains 46796 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 14998 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5294 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8696 members 
Mstep: Class 30 contains 17806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745808.000000 Penalty: 104539.820312
Iteration 160F: 31 clusters Score -1.577458e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108821 members 
Mstep: Class 2 contains 12431 members 
Mstep: Class 3 contains 140250 members 
Mstep: Class 4 contains 105875 members 
Mstep: Class 5 contains 29789 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 6214 members 
Mstep: Class 8 contains 42615 members 
Mstep: Class 9 contains 32825 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12261 members 
Mstep: Class 12 contains 54916 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 53487 members 
Mstep: Class 15 contains 155190 members 
Mstep: Class 16 contains 76876 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 271649 members 
Mstep: Class 20 contains 7951 members 
Mstep: Class 21 contains 21874 members 
Mstep: Class 22 contains 46798 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 14996 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5298 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8702 members 
Mstep: Class 30 contains 17801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745888.000000 Penalty: 104539.820312
Iteration 161Q: 31 clusters Score -1.577459e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108821 members 
Mstep: Class 2 contains 12432 members 
Mstep: Class 3 contains 140316 members 
Mstep: Class 4 contains 105875 members 
Mstep: Class 5 contains 29792 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 6215 members 
Mstep: Class 8 contains 42674 members 
Mstep: Class 9 contains 32833 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12275 members 
Mstep: Class 12 contains 54916 members 
Mstep: Class 13 contains 11932 members 
Mstep: Class 14 contains 52974 members 
Mstep: Class 15 contains 155348 members 
Mstep: Class 16 contains 76854 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8643 members 
Mstep: Class 19 contains 271861 members 
Mstep: Class 20 contains 7953 members 
Mstep: Class 21 contains 21879 members 
Mstep: Class 22 contains 46808 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 14994 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5298 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8706 members 
Mstep: Class 30 contains 17792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745856.000000 Penalty: 104539.820312
Iteration 162Q: 31 clusters Score -1.577459e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 12437 members 
Mstep: Class 3 contains 140357 members 
Mstep: Class 4 contains 105875 members 
Mstep: Class 5 contains 29794 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 42720 members 
Mstep: Class 9 contains 32841 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12284 members 
Mstep: Class 12 contains 54919 members 
Mstep: Class 13 contains 11929 members 
Mstep: Class 14 contains 52498 members 
Mstep: Class 15 contains 155433 members 
Mstep: Class 16 contains 76838 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8650 members 
Mstep: Class 19 contains 272129 members 
Mstep: Class 20 contains 7956 members 
Mstep: Class 21 contains 21883 members 
Mstep: Class 22 contains 46827 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 14991 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5299 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8708 members 
Mstep: Class 30 contains 17783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745728.000000 Penalty: 104539.820312
Iteration 163Q: 31 clusters Score -1.577457e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 12437 members 
Mstep: Class 3 contains 140409 members 
Mstep: Class 4 contains 105873 members 
Mstep: Class 5 contains 29797 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 42771 members 
Mstep: Class 9 contains 32846 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12295 members 
Mstep: Class 12 contains 54915 members 
Mstep: Class 13 contains 11932 members 
Mstep: Class 14 contains 52003 members 
Mstep: Class 15 contains 155562 members 
Mstep: Class 16 contains 76806 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 272363 members 
Mstep: Class 20 contains 7958 members 
Mstep: Class 21 contains 21884 members 
Mstep: Class 22 contains 46861 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5300 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 8711 members 
Mstep: Class 30 contains 17781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745760.000000 Penalty: 104539.820312
Iteration 164Q: 31 clusters Score -1.577458e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 12440 members 
Mstep: Class 3 contains 140453 members 
Mstep: Class 4 contains 105873 members 
Mstep: Class 5 contains 29799 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 6221 members 
Mstep: Class 8 contains 42808 members 
Mstep: Class 9 contains 32844 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12312 members 
Mstep: Class 12 contains 54916 members 
Mstep: Class 13 contains 11931 members 
Mstep: Class 14 contains 51525 members 
Mstep: Class 15 contains 155684 members 
Mstep: Class 16 contains 76803 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 272592 members 
Mstep: Class 20 contains 7960 members 
Mstep: Class 21 contains 21885 members 
Mstep: Class 22 contains 46889 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5301 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8712 members 
Mstep: Class 30 contains 17778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745680.000000 Penalty: 104539.820312
Iteration 165Q: 31 clusters Score -1.577457e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108816 members 
Mstep: Class 2 contains 12440 members 
Mstep: Class 3 contains 140492 members 
Mstep: Class 4 contains 105870 members 
Mstep: Class 5 contains 29800 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 42848 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 12318 members 
Mstep: Class 12 contains 54911 members 
Mstep: Class 13 contains 11931 members 
Mstep: Class 14 contains 51116 members 
Mstep: Class 15 contains 155802 members 
Mstep: Class 16 contains 76794 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 272803 members 
Mstep: Class 20 contains 7962 members 
Mstep: Class 21 contains 21892 members 
Mstep: Class 22 contains 46897 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6094 members 
Mstep: Class 25 contains 14989 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5302 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8712 members 
Mstep: Class 30 contains 17780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745696.000000 Penalty: 104539.820312
Iteration 166Q: 31 clusters Score -1.577457e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108815 members 
Mstep: Class 2 contains 12444 members 
Mstep: Class 3 contains 140540 members 
Mstep: Class 4 contains 105868 members 
Mstep: Class 5 contains 29801 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6226 members 
Mstep: Class 8 contains 42882 members 
Mstep: Class 9 contains 32842 members 
Mstep: Class 10 contains 5440 members 
Mstep: Class 11 contains 12321 members 
Mstep: Class 12 contains 54914 members 
Mstep: Class 13 contains 11927 members 
Mstep: Class 14 contains 50731 members 
Mstep: Class 15 contains 155911 members 
Mstep: Class 16 contains 76795 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 272983 members 
Mstep: Class 20 contains 7964 members 
Mstep: Class 21 contains 21890 members 
Mstep: Class 22 contains 46903 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6093 members 
Mstep: Class 25 contains 14989 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5302 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8711 members 
Mstep: Class 30 contains 17778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745600.000000 Penalty: 104539.820312
Iteration 167Q: 31 clusters Score -1.577456e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108811 members 
Mstep: Class 2 contains 12447 members 
Mstep: Class 3 contains 140588 members 
Mstep: Class 4 contains 105868 members 
Mstep: Class 5 contains 29802 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 42917 members 
Mstep: Class 9 contains 32840 members 
Mstep: Class 10 contains 5441 members 
Mstep: Class 11 contains 12318 members 
Mstep: Class 12 contains 54914 members 
Mstep: Class 13 contains 11928 members 
Mstep: Class 14 contains 50372 members 
Mstep: Class 15 contains 156012 members 
Mstep: Class 16 contains 76793 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8651 members 
Mstep: Class 19 contains 273159 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 21896 members 
Mstep: Class 22 contains 46898 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6092 members 
Mstep: Class 25 contains 14988 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5301 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8713 members 
Mstep: Class 30 contains 17776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745456.000000 Penalty: 104539.820312
Iteration 168Q: 31 clusters Score -1.577455e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108811 members 
Mstep: Class 2 contains 12446 members 
Mstep: Class 3 contains 140650 members 
Mstep: Class 4 contains 105872 members 
Mstep: Class 5 contains 29804 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 42952 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 5441 members 
Mstep: Class 11 contains 12322 members 
Mstep: Class 12 contains 54915 members 
Mstep: Class 13 contains 11930 members 
Mstep: Class 14 contains 50050 members 
Mstep: Class 15 contains 156084 members 
Mstep: Class 16 contains 76788 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 273313 members 
Mstep: Class 20 contains 7967 members 
Mstep: Class 21 contains 21891 members 
Mstep: Class 22 contains 46894 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6092 members 
Mstep: Class 25 contains 14987 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5299 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8715 members 
Mstep: Class 30 contains 17772 members 
Entering Unmasked Estep 
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Score: -157745696.000000 Penalty: 104539.820312
Iteration 169Q: 31 clusters Score -1.577457e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 12445 members 
Mstep: Class 3 contains 140701 members 
Mstep: Class 4 contains 105870 members 
Mstep: Class 5 contains 29803 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 8 contains 42979 members 
Mstep: Class 9 contains 32843 members 
Mstep: Class 10 contains 5441 members 
Mstep: Class 11 contains 12330 members 
Mstep: Class 12 contains 54913 members 
Mstep: Class 13 contains 11929 members 
Mstep: Class 14 contains 49729 members 
Mstep: Class 15 contains 156138 members 
Mstep: Class 16 contains 76785 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 273497 members 
Mstep: Class 20 contains 7970 members 
Mstep: Class 21 contains 21894 members 
Mstep: Class 22 contains 46892 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6092 members 
Mstep: Class 25 contains 14985 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5299 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8718 members 
Mstep: Class 30 contains 17770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745696.000000 Penalty: 104539.820312
Iteration 170Q: 31 clusters Score -1.577457e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108804 members 
Mstep: Class 2 contains 12451 members 
Mstep: Class 3 contains 140739 members 
Mstep: Class 4 contains 105871 members 
Mstep: Class 5 contains 29805 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 43005 members 
Mstep: Class 9 contains 32840 members 
Mstep: Class 10 contains 5441 members 
Mstep: Class 11 contains 12336 members 
Mstep: Class 12 contains 54914 members 
Mstep: Class 13 contains 11929 members 
Mstep: Class 14 contains 49429 members 
Mstep: Class 15 contains 156186 members 
Mstep: Class 16 contains 76793 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 273675 members 
Mstep: Class 20 contains 7970 members 
Mstep: Class 21 contains 21898 members 
Mstep: Class 22 contains 46878 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14985 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5301 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8719 members 
Mstep: Class 30 contains 17768 members 
Entering Unmasked Estep 
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Score: -157745568.000000 Penalty: 104539.820312
Iteration 171Q: 31 clusters Score -1.577456e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 12456 members 
Mstep: Class 3 contains 140778 members 
Mstep: Class 4 contains 105872 members 
Mstep: Class 5 contains 29807 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6249 members 
Mstep: Class 8 contains 43018 members 
Mstep: Class 9 contains 32840 members 
Mstep: Class 10 contains 5440 members 
Mstep: Class 11 contains 12340 members 
Mstep: Class 12 contains 54918 members 
Mstep: Class 13 contains 11929 members 
Mstep: Class 14 contains 49157 members 
Mstep: Class 15 contains 156235 members 
Mstep: Class 16 contains 76786 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8650 members 
Mstep: Class 19 contains 273840 members 
Mstep: Class 20 contains 7970 members 
Mstep: Class 21 contains 21900 members 
Mstep: Class 22 contains 46871 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14985 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5301 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8721 members 
Mstep: Class 30 contains 17766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745424.000000 Penalty: 104539.820312
Iteration 172Q: 31 clusters Score -1.577454e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 12456 members 
Mstep: Class 3 contains 140814 members 
Mstep: Class 4 contains 105874 members 
Mstep: Class 5 contains 29810 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6253 members 
Mstep: Class 8 contains 43037 members 
Mstep: Class 9 contains 32846 members 
Mstep: Class 10 contains 5438 members 
Mstep: Class 11 contains 12345 members 
Mstep: Class 12 contains 54919 members 
Mstep: Class 13 contains 11928 members 
Mstep: Class 14 contains 48915 members 
Mstep: Class 15 contains 156271 members 
Mstep: Class 16 contains 76784 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 273984 members 
Mstep: Class 20 contains 7970 members 
Mstep: Class 21 contains 21901 members 
Mstep: Class 22 contains 46864 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6089 members 
Mstep: Class 25 contains 14985 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5301 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8723 members 
Mstep: Class 30 contains 17762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745440.000000 Penalty: 104539.820312
Iteration 173Q: 31 clusters Score -1.577454e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108798 members 
Mstep: Class 2 contains 12456 members 
Mstep: Class 3 contains 140843 members 
Mstep: Class 4 contains 105876 members 
Mstep: Class 5 contains 29811 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6253 members 
Mstep: Class 8 contains 43064 members 
Mstep: Class 9 contains 32845 members 
Mstep: Class 10 contains 5436 members 
Mstep: Class 11 contains 12345 members 
Mstep: Class 12 contains 54918 members 
Mstep: Class 13 contains 11929 members 
Mstep: Class 14 contains 48695 members 
Mstep: Class 15 contains 156305 members 
Mstep: Class 16 contains 76792 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8655 members 
Mstep: Class 19 contains 274107 members 
Mstep: Class 20 contains 7970 members 
Mstep: Class 21 contains 21904 members 
Mstep: Class 22 contains 46860 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6089 members 
Mstep: Class 25 contains 14985 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5301 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8727 members 
Mstep: Class 30 contains 17758 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 31 clusters Score -1.577454e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108798 members 
Mstep: Class 2 contains 12457 members 
Mstep: Class 3 contains 140871 members 
Mstep: Class 4 contains 105875 members 
Mstep: Class 5 contains 29813 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6254 members 
Mstep: Class 8 contains 43083 members 
Mstep: Class 9 contains 32842 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12345 members 
Mstep: Class 12 contains 54919 members 
Mstep: Class 13 contains 11932 members 
Mstep: Class 14 contains 48477 members 
Mstep: Class 15 contains 156355 members 
Mstep: Class 16 contains 76788 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8655 members 
Mstep: Class 19 contains 274226 members 
Mstep: Class 20 contains 7970 members 
Mstep: Class 21 contains 21909 members 
Mstep: Class 22 contains 46854 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6089 members 
Mstep: Class 25 contains 14985 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5301 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8733 members 
Mstep: Class 30 contains 17756 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 31 clusters Score -1.577454e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108796 members 
Mstep: Class 2 contains 12458 members 
Mstep: Class 3 contains 140891 members 
Mstep: Class 4 contains 105876 members 
Mstep: Class 5 contains 29816 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 43107 members 
Mstep: Class 9 contains 32841 members 
Mstep: Class 10 contains 5436 members 
Mstep: Class 11 contains 12348 members 
Mstep: Class 12 contains 54919 members 
Mstep: Class 13 contains 11933 members 
Mstep: Class 14 contains 48288 members 
Mstep: Class 15 contains 156399 members 
Mstep: Class 16 contains 76788 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8655 members 
Mstep: Class 19 contains 274311 members 
Mstep: Class 20 contains 7971 members 
Mstep: Class 21 contains 21913 members 
Mstep: Class 22 contains 46858 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14985 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5301 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8734 members 
Mstep: Class 30 contains 17753 members 
Entering Unmasked Estep 
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Iteration 176Q: 31 clusters Score -1.577452e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108796 members 
Mstep: Class 2 contains 12458 members 
Mstep: Class 3 contains 140913 members 
Mstep: Class 4 contains 105878 members 
Mstep: Class 5 contains 29819 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 43127 members 
Mstep: Class 9 contains 32838 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12349 members 
Mstep: Class 12 contains 54922 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 48100 members 
Mstep: Class 15 contains 156457 members 
Mstep: Class 16 contains 76788 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8657 members 
Mstep: Class 19 contains 274392 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21916 members 
Mstep: Class 22 contains 46857 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6089 members 
Mstep: Class 25 contains 14985 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5300 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8736 members 
Mstep: Class 30 contains 17747 members 
Entering Unmasked Estep 
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Iteration 177Q: 31 clusters Score -1.577453e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 12457 members 
Mstep: Class 3 contains 140935 members 
Mstep: Class 4 contains 105881 members 
Mstep: Class 5 contains 29821 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 43149 members 
Mstep: Class 9 contains 32836 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12354 members 
Mstep: Class 12 contains 54922 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 47911 members 
Mstep: Class 15 contains 156515 members 
Mstep: Class 16 contains 76788 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 274473 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21919 members 
Mstep: Class 22 contains 46855 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6089 members 
Mstep: Class 25 contains 14984 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5299 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8739 members 
Mstep: Class 30 contains 17742 members 
Entering Unmasked Estep 
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Iteration 178Q: 31 clusters Score -1.577453e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108796 members 
Mstep: Class 2 contains 12458 members 
Mstep: Class 3 contains 140956 members 
Mstep: Class 4 contains 105882 members 
Mstep: Class 5 contains 29822 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 43169 members 
Mstep: Class 9 contains 32834 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12358 members 
Mstep: Class 12 contains 54926 members 
Mstep: Class 13 contains 11939 members 
Mstep: Class 14 contains 47736 members 
Mstep: Class 15 contains 156552 members 
Mstep: Class 16 contains 76785 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8659 members 
Mstep: Class 19 contains 274560 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21923 members 
Mstep: Class 22 contains 46854 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6089 members 
Mstep: Class 25 contains 14982 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5301 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8741 members 
Mstep: Class 30 contains 17738 members 
Entering Unmasked Estep 
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Iteration 179Q: 31 clusters Score -1.577452e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108798 members 
Mstep: Class 2 contains 12458 members 
Mstep: Class 3 contains 140961 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29822 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6256 members 
Mstep: Class 8 contains 43197 members 
Mstep: Class 9 contains 32835 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 54928 members 
Mstep: Class 13 contains 11940 members 
Mstep: Class 14 contains 47596 members 
Mstep: Class 15 contains 156571 members 
Mstep: Class 16 contains 76787 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8659 members 
Mstep: Class 19 contains 274626 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21932 members 
Mstep: Class 22 contains 46853 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6089 members 
Mstep: Class 25 contains 14983 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5302 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8741 members 
Mstep: Class 30 contains 17737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745280.000000 Penalty: 104539.820312
Iteration 180F: 31 clusters Score -1.577453e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108797 members 
Mstep: Class 2 contains 12459 members 
Mstep: Class 3 contains 140974 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29822 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6258 members 
Mstep: Class 8 contains 43217 members 
Mstep: Class 9 contains 32841 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12364 members 
Mstep: Class 12 contains 54929 members 
Mstep: Class 13 contains 11940 members 
Mstep: Class 14 contains 47479 members 
Mstep: Class 15 contains 156595 members 
Mstep: Class 16 contains 76787 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8659 members 
Mstep: Class 19 contains 274673 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21937 members 
Mstep: Class 22 contains 46850 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14983 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5301 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8740 members 
Mstep: Class 30 contains 17737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745280.000000 Penalty: 104539.820312
Iteration 181Q: 31 clusters Score -1.577453e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108797 members 
Mstep: Class 2 contains 12458 members 
Mstep: Class 3 contains 140992 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 43227 members 
Mstep: Class 9 contains 32849 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12362 members 
Mstep: Class 12 contains 54928 members 
Mstep: Class 13 contains 11940 members 
Mstep: Class 14 contains 47363 members 
Mstep: Class 15 contains 156613 members 
Mstep: Class 16 contains 76785 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8657 members 
Mstep: Class 19 contains 274728 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21940 members 
Mstep: Class 22 contains 46856 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14983 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5301 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 8741 members 
Mstep: Class 30 contains 17738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745360.000000 Penalty: 104539.820312
Iteration 182Q: 31 clusters Score -1.577454e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 12457 members 
Mstep: Class 3 contains 141011 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 43239 members 
Mstep: Class 9 contains 32850 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 54924 members 
Mstep: Class 13 contains 11940 members 
Mstep: Class 14 contains 47265 members 
Mstep: Class 15 contains 156632 members 
Mstep: Class 16 contains 76787 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8657 members 
Mstep: Class 19 contains 274777 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21940 members 
Mstep: Class 22 contains 46859 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14983 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5302 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8741 members 
Mstep: Class 30 contains 17738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745392.000000 Penalty: 104539.820312
Iteration 183Q: 31 clusters Score -1.577454e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 12455 members 
Mstep: Class 3 contains 141032 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 43252 members 
Mstep: Class 9 contains 32852 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12359 members 
Mstep: Class 12 contains 54921 members 
Mstep: Class 13 contains 11940 members 
Mstep: Class 14 contains 47166 members 
Mstep: Class 15 contains 156640 members 
Mstep: Class 16 contains 76789 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 274832 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21943 members 
Mstep: Class 22 contains 46857 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14983 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8742 members 
Mstep: Class 30 contains 17738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745264.000000 Penalty: 104539.820312
Iteration 184Q: 31 clusters Score -1.577453e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108793 members 
Mstep: Class 2 contains 12455 members 
Mstep: Class 3 contains 141046 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43266 members 
Mstep: Class 9 contains 32854 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12358 members 
Mstep: Class 12 contains 54916 members 
Mstep: Class 13 contains 11940 members 
Mstep: Class 14 contains 47073 members 
Mstep: Class 15 contains 156661 members 
Mstep: Class 16 contains 76793 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 274879 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21946 members 
Mstep: Class 22 contains 46850 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14982 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8744 members 
Mstep: Class 30 contains 17738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745344.000000 Penalty: 104539.820312
Iteration 185Q: 31 clusters Score -1.577453e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108791 members 
Mstep: Class 2 contains 12455 members 
Mstep: Class 3 contains 141060 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43277 members 
Mstep: Class 9 contains 32858 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12363 members 
Mstep: Class 12 contains 54912 members 
Mstep: Class 13 contains 11939 members 
Mstep: Class 14 contains 46976 members 
Mstep: Class 15 contains 156689 members 
Mstep: Class 16 contains 76794 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 274921 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21946 members 
Mstep: Class 22 contains 46848 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8745 members 
Mstep: Class 30 contains 17738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745168.000000 Penalty: 104539.820312
Iteration 186Q: 31 clusters Score -1.577452e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 12456 members 
Mstep: Class 3 contains 141073 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43285 members 
Mstep: Class 9 contains 32859 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 54908 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 46865 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 76797 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 274983 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21948 members 
Mstep: Class 22 contains 46845 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8745 members 
Mstep: Class 30 contains 17738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745008.000000 Penalty: 104539.820312
Iteration 187Q: 31 clusters Score -1.57745e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 12456 members 
Mstep: Class 3 contains 141091 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43294 members 
Mstep: Class 9 contains 32858 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12379 members 
Mstep: Class 12 contains 54906 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 46757 members 
Mstep: Class 15 contains 156735 members 
Mstep: Class 16 contains 76798 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 275037 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21948 members 
Mstep: Class 22 contains 46843 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8745 members 
Mstep: Class 30 contains 17738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745056.000000 Penalty: 104539.820312
Iteration 188Q: 31 clusters Score -1.577451e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 12456 members 
Mstep: Class 3 contains 141107 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43301 members 
Mstep: Class 9 contains 32857 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12387 members 
Mstep: Class 12 contains 54907 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 46662 members 
Mstep: Class 15 contains 156754 members 
Mstep: Class 16 contains 76797 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 275079 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21949 members 
Mstep: Class 22 contains 46846 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8744 members 
Mstep: Class 30 contains 17738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745200.000000 Penalty: 104539.820312
Iteration 189Q: 31 clusters Score -1.577452e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 12457 members 
Mstep: Class 3 contains 141117 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43305 members 
Mstep: Class 9 contains 32857 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12396 members 
Mstep: Class 12 contains 54905 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 46582 members 
Mstep: Class 15 contains 156768 members 
Mstep: Class 16 contains 76798 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 275120 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21949 members 
Mstep: Class 22 contains 46846 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8745 members 
Mstep: Class 30 contains 17739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745200.000000 Penalty: 104539.820312
Iteration 190Q: 31 clusters Score -1.577452e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 12457 members 
Mstep: Class 3 contains 141126 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43308 members 
Mstep: Class 9 contains 32855 members 
Mstep: Class 10 contains 5434 members 
Mstep: Class 11 contains 12399 members 
Mstep: Class 12 contains 54906 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 46507 members 
Mstep: Class 15 contains 156788 members 
Mstep: Class 16 contains 76800 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 275157 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21951 members 
Mstep: Class 22 contains 46846 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8746 members 
Mstep: Class 30 contains 17739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745232.000000 Penalty: 104539.820312
Iteration 191Q: 31 clusters Score -1.577452e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 12458 members 
Mstep: Class 3 contains 141143 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43314 members 
Mstep: Class 9 contains 32859 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12403 members 
Mstep: Class 12 contains 54905 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 46436 members 
Mstep: Class 15 contains 156801 members 
Mstep: Class 16 contains 76799 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 275184 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21951 members 
Mstep: Class 22 contains 46847 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8746 members 
Mstep: Class 30 contains 17740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745232.000000 Penalty: 104539.820312
Iteration 192Q: 31 clusters Score -1.577452e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108786 members 
Mstep: Class 2 contains 12459 members 
Mstep: Class 3 contains 141152 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43320 members 
Mstep: Class 9 contains 32861 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12406 members 
Mstep: Class 12 contains 54903 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 46390 members 
Mstep: Class 15 contains 156804 members 
Mstep: Class 16 contains 76795 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 275216 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21952 members 
Mstep: Class 22 contains 46846 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8746 members 
Mstep: Class 30 contains 17740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745360.000000 Penalty: 104539.820312
Iteration 193Q: 31 clusters Score -1.577454e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108783 members 
Mstep: Class 2 contains 12459 members 
Mstep: Class 3 contains 141163 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43325 members 
Mstep: Class 9 contains 32859 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12407 members 
Mstep: Class 12 contains 54899 members 
Mstep: Class 13 contains 11939 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 156805 members 
Mstep: Class 16 contains 76800 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 275257 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 46839 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8746 members 
Mstep: Class 30 contains 17740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745376.000000 Penalty: 104539.820312
Iteration 194Q: 31 clusters Score -1.577454e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108783 members 
Mstep: Class 2 contains 12459 members 
Mstep: Class 3 contains 141173 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43330 members 
Mstep: Class 9 contains 32856 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12408 members 
Mstep: Class 12 contains 54897 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 46292 members 
Mstep: Class 15 contains 156808 members 
Mstep: Class 16 contains 76800 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 275293 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 46836 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8746 members 
Mstep: Class 30 contains 17740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745360.000000 Penalty: 104539.820312
Iteration 195Q: 31 clusters Score -1.577454e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108782 members 
Mstep: Class 2 contains 12459 members 
Mstep: Class 3 contains 141177 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43340 members 
Mstep: Class 9 contains 32855 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12411 members 
Mstep: Class 12 contains 54895 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 46244 members 
Mstep: Class 15 contains 156815 members 
Mstep: Class 16 contains 76804 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 275321 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 46833 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8746 members 
Mstep: Class 30 contains 17740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745280.000000 Penalty: 104539.820312
Iteration 196Q: 31 clusters Score -1.577453e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108781 members 
Mstep: Class 2 contains 12458 members 
Mstep: Class 3 contains 141189 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43344 members 
Mstep: Class 9 contains 32852 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12412 members 
Mstep: Class 12 contains 54892 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 46187 members 
Mstep: Class 15 contains 156818 members 
Mstep: Class 16 contains 76806 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8657 members 
Mstep: Class 19 contains 275360 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21957 members 
Mstep: Class 22 contains 46837 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8746 members 
Mstep: Class 30 contains 17740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745216.000000 Penalty: 104539.820312
Iteration 197Q: 31 clusters Score -1.577452e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108781 members 
Mstep: Class 2 contains 12459 members 
Mstep: Class 3 contains 141195 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43351 members 
Mstep: Class 9 contains 32849 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12413 members 
Mstep: Class 12 contains 54889 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 46134 members 
Mstep: Class 15 contains 156828 members 
Mstep: Class 16 contains 76808 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8657 members 
Mstep: Class 19 contains 275390 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21960 members 
Mstep: Class 22 contains 46836 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8746 members 
Mstep: Class 30 contains 17740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745296.000000 Penalty: 104539.820312
Iteration 198Q: 31 clusters Score -1.577453e+08 nChanged 110
Entering ConstructFrom: 
Score: -157745296.000000 Penalty: 104539.820312
Entering ConstructFrom: 
Trying to split cluster 1 (108782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108782 members 
Entering Unmasked Estep 
Score: -13781066.000000 Penalty: 2876.081055
	Iteration 0F: 2 clusters Score -1.378107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -13708492.000000 Penalty: 5752.162109
	Iteration 0F: 3 clusters Score -1.370849e+07 nChanged 51503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -13737935.000000 Penalty: 5752.162109
	Iteration 1F: 3 clusters Score -1.373794e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -13739569.000000 Penalty: 5752.162109
	Iteration 2Q: 3 clusters Score -1.373957e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -13742095.000000 Penalty: 5752.162109
	Iteration 3F: 3 clusters Score -1.37421e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -13746268.000000 Penalty: 5752.162109
	Iteration 4F: 3 clusters Score -1.374627e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -13751375.000000 Penalty: 5752.162109
	Iteration 5F: 3 clusters Score -1.375138e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -13756577.000000 Penalty: 5752.162109
	Iteration 6F: 3 clusters Score -1.375658e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -13760912.000000 Penalty: 5752.162109
	Iteration 7F: 3 clusters Score -1.376091e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -13764275.000000 Penalty: 5752.162109
	Iteration 8F: 3 clusters Score -1.376428e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88504 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -13766734.000000 Penalty: 5752.162109
	Iteration 9Q: 3 clusters Score -1.376673e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -13768856.000000 Penalty: 5752.162109
	Iteration 10Q: 3 clusters Score -1.376886e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95907 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -13770885.000000 Penalty: 5752.162109
	Iteration 11Q: 3 clusters Score -1.377088e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -13772761.000000 Penalty: 5752.162109
	Iteration 12Q: 3 clusters Score -1.377276e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -13774569.000000 Penalty: 5752.162109
	Iteration 13Q: 3 clusters Score -1.377457e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -13775938.000000 Penalty: 5752.162109
	Iteration 14Q: 3 clusters Score -1.377594e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105507 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -13776935.000000 Penalty: 5752.162109
	Iteration 15Q: 3 clusters Score -1.377694e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -13777584.000000 Penalty: 5752.162109
	Iteration 16Q: 3 clusters Score -1.377758e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -13778064.000000 Penalty: 5752.162109
	Iteration 17Q: 3 clusters Score -1.377806e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107523 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -13778322.000000 Penalty: 5752.162109
	Iteration 18Q: 3 clusters Score -1.377832e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107739 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13778399.000000 Penalty: 5752.162109
	Iteration 19Q: 3 clusters Score -1.37784e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107860 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13778465.000000 Penalty: 5752.162109
	Iteration 20F: 3 clusters Score -1.377846e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107950 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -13778512.000000 Penalty: 5752.162109
	Iteration 21Q: 3 clusters Score -1.377851e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108009 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13778529.000000 Penalty: 5752.162109
	Iteration 22Q: 3 clusters Score -1.377853e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108043 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -13778565.000000 Penalty: 5752.162109
	Iteration 23Q: 3 clusters Score -1.377856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108063 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -13778570.000000 Penalty: 5752.162109
	Iteration 24Q: 3 clusters Score -1.377857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -13778596.000000 Penalty: 5752.162109
	Iteration 25Q: 3 clusters Score -1.37786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108091 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -13778596.000000 Penalty: 5752.162109
	Iteration 26Q: 3 clusters Score -1.37786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108099 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -13778589.000000 Penalty: 5752.162109
	Iteration 27Q: 3 clusters Score -1.377859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108110 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -13778600.000000 Penalty: 5752.162109
	Iteration 28Q: 3 clusters Score -1.37786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108113 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13778596.000000 Penalty: 5752.162109
	Iteration 29Q: 3 clusters Score -1.37786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108118 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -13778590.000000 Penalty: 5752.162109
	Iteration 30Q: 3 clusters Score -1.377859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -13778596.000000 Penalty: 5752.162109
	Iteration 31Q: 3 clusters Score -1.37786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -13778591.000000 Penalty: 5752.162109
	Iteration 32Q: 3 clusters Score -1.377859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -13778589.000000 Penalty: 5752.162109
	Iteration 33Q: 3 clusters Score -1.377859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -13778589.000000 Penalty: 5752.162109
	Iteration 34F: 3 clusters Score -1.377859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Entering Unmasked Estep 
Score: -1498173.875000 Penalty: 2338.649414
	Iteration 0F: 2 clusters Score -1498174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1488898.250000 Penalty: 4677.298828
	Iteration 0F: 3 clusters Score -1488898 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1491833.875000 Penalty: 4677.298828
	Iteration 1F: 3 clusters Score -1491834 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1492390.875000 Penalty: 4677.298828
	Iteration 2F: 3 clusters Score -1492391 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1493017.000000 Penalty: 4677.298828
	Iteration 3F: 3 clusters Score -1493017 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1493744.625000 Penalty: 4677.298828
	Iteration 4F: 3 clusters Score -1493745 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1494512.250000 Penalty: 4677.298828
	Iteration 5F: 3 clusters Score -1494512 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1495168.750000 Penalty: 4677.298828
	Iteration 6F: 3 clusters Score -1495169 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1495682.500000 Penalty: 4677.298828
	Iteration 7F: 3 clusters Score -1495682 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1496017.625000 Penalty: 4677.298828
	Iteration 8Q: 3 clusters Score -1496018 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1496232.000000 Penalty: 4677.298828
	Iteration 9Q: 3 clusters Score -1496232 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1496377.250000 Penalty: 4677.298828
	Iteration 10Q: 3 clusters Score -1496377 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1496462.750000 Penalty: 4677.298828
	Iteration 11Q: 3 clusters Score -1496463 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1496525.750000 Penalty: 4677.298828
	Iteration 12Q: 3 clusters Score -1496526 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1496592.875000 Penalty: 4677.298828
	Iteration 13Q: 3 clusters Score -1496593 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1496649.125000 Penalty: 4677.298828
	Iteration 14Q: 3 clusters Score -1496649 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1496703.500000 Penalty: 4677.298828
	Iteration 15Q: 3 clusters Score -1496704 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1496755.125000 Penalty: 4677.298828
	Iteration 16Q: 3 clusters Score -1496755 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1496799.375000 Penalty: 4677.298828
	Iteration 17Q: 3 clusters Score -1496799 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1496852.875000 Penalty: 4677.298828
	Iteration 18Q: 3 clusters Score -1496853 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1496897.125000 Penalty: 4677.298828
	Iteration 19Q: 3 clusters Score -1496897 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1496943.500000 Penalty: 4677.298828
	Iteration 20F: 3 clusters Score -1496944 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1496993.125000 Penalty: 4677.298828
	Iteration 21Q: 3 clusters Score -1496993 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1497048.875000 Penalty: 4677.298828
	Iteration 22Q: 3 clusters Score -1497049 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1497109.250000 Penalty: 4677.298828
	Iteration 23Q: 3 clusters Score -1497109 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1497168.625000 Penalty: 4677.298828
	Iteration 24Q: 3 clusters Score -1497169 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1497237.500000 Penalty: 4677.298828
	Iteration 25Q: 3 clusters Score -1497238 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1497295.875000 Penalty: 4677.298828
	Iteration 26Q: 3 clusters Score -1497296 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1497345.625000 Penalty: 4677.298828
	Iteration 27Q: 3 clusters Score -1497346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1497379.750000 Penalty: 4677.298828
	Iteration 28Q: 3 clusters Score -1497380 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1497410.125000 Penalty: 4677.298828
	Iteration 29Q: 3 clusters Score -1497410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1497446.125000 Penalty: 4677.298828
	Iteration 30Q: 3 clusters Score -1497446 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1497480.625000 Penalty: 4677.298828
	Iteration 31Q: 3 clusters Score -1497481 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1497512.125000 Penalty: 4677.298828
	Iteration 32Q: 3 clusters Score -1497512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1497538.500000 Penalty: 4677.298828
	Iteration 33Q: 3 clusters Score -1497538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1497564.625000 Penalty: 4677.298828
	Iteration 34Q: 3 clusters Score -1497565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1497583.125000 Penalty: 4677.298828
	Iteration 35Q: 3 clusters Score -1497583 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1497598.250000 Penalty: 4677.298828
	Iteration 36Q: 3 clusters Score -1497598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1497608.000000 Penalty: 4677.298828
	Iteration 37Q: 3 clusters Score -1497608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1497616.000000 Penalty: 4677.298828
	Iteration 38Q: 3 clusters Score -1497616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1497624.250000 Penalty: 4677.298828
	Iteration 39Q: 3 clusters Score -1497624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1497629.250000 Penalty: 4677.298828
	Iteration 40F: 3 clusters Score -1497629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1497634.500000 Penalty: 4677.298828
	Iteration 41Q: 3 clusters Score -1497634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1497636.125000 Penalty: 4677.298828
	Iteration 42Q: 3 clusters Score -1497636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1497640.375000 Penalty: 4677.298828
	Iteration 43Q: 3 clusters Score -1497640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1497640.625000 Penalty: 4677.298828
	Iteration 44Q: 3 clusters Score -1497641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1497638.500000 Penalty: 4677.298828
	Iteration 45Q: 3 clusters Score -1497638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1497640.375000 Penalty: 4677.298828
	Iteration 46Q: 3 clusters Score -1497640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1497643.000000 Penalty: 4677.298828
	Iteration 47Q: 3 clusters Score -1497643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1497644.000000 Penalty: 4677.298828
	Iteration 48Q: 3 clusters Score -1497644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1497644.000000 Penalty: 4677.298828
	Iteration 49Q: 3 clusters Score -1497644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1497644.000000 Penalty: 4677.298828
	Iteration 50F: 3 clusters Score -1497644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (141200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141200 members 
Entering Unmasked Estep 
Score: -17971544.000000 Penalty: 2940.767334
	Iteration 0F: 2 clusters Score -1.797154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -17878776.000000 Penalty: 5881.534668
	Iteration 0F: 3 clusters Score -1.787878e+07 nChanged 67343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 71688 members 
Entering Unmasked Estep 
Score: -17918060.000000 Penalty: 5881.534668
	Iteration 1F: 3 clusters Score -1.791806e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -17919222.000000 Penalty: 5881.534668
	Iteration 2Q: 3 clusters Score -1.791922e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
Score: -17920552.000000 Penalty: 5881.534668
	Iteration 3Q: 3 clusters Score -1.792055e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -17922318.000000 Penalty: 5881.534668
	Iteration 4Q: 3 clusters Score -1.792232e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -17924092.000000 Penalty: 5881.534668
	Iteration 5Q: 3 clusters Score -1.792409e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -17926730.000000 Penalty: 5881.534668
	Iteration 6Q: 3 clusters Score -1.792673e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -17929998.000000 Penalty: 5881.534668
	Iteration 7Q: 3 clusters Score -1.793e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -17934398.000000 Penalty: 5881.534668
	Iteration 8F: 3 clusters Score -1.79344e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 95839 members 
Entering Unmasked Estep 
Score: -17939262.000000 Penalty: 5881.534668
	Iteration 9F: 3 clusters Score -1.793926e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 101947 members 
Entering Unmasked Estep 
Score: -17944870.000000 Penalty: 5881.534668
	Iteration 10F: 3 clusters Score -1.794487e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -17949574.000000 Penalty: 5881.534668
	Iteration 11F: 3 clusters Score -1.794957e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 112414 members 
Entering Unmasked Estep 
Score: -17953082.000000 Penalty: 5881.534668
	Iteration 12Q: 3 clusters Score -1.795308e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 116704 members 
Entering Unmasked Estep 
Score: -17955810.000000 Penalty: 5881.534668
	Iteration 13Q: 3 clusters Score -1.795581e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -17958056.000000 Penalty: 5881.534668
	Iteration 14Q: 3 clusters Score -1.795806e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 124156 members 
Entering Unmasked Estep 
Score: -17960018.000000 Penalty: 5881.534668
	Iteration 15Q: 3 clusters Score -1.796002e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 127290 members 
Entering Unmasked Estep 
Score: -17961822.000000 Penalty: 5881.534668
	Iteration 16Q: 3 clusters Score -1.796182e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 129968 members 
Entering Unmasked Estep 
Score: -17963196.000000 Penalty: 5881.534668
	Iteration 17Q: 3 clusters Score -1.79632e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 132258 members 
Entering Unmasked Estep 
Score: -17964380.000000 Penalty: 5881.534668
	Iteration 18Q: 3 clusters Score -1.796438e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 134126 members 
Entering Unmasked Estep 
Score: -17965412.000000 Penalty: 5881.534668
	Iteration 19Q: 3 clusters Score -1.796541e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 135657 members 
Entering Unmasked Estep 
Score: -17966278.000000 Penalty: 5881.534668
	Iteration 20F: 3 clusters Score -1.796628e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 136851 members 
Entering Unmasked Estep 
Score: -17967020.000000 Penalty: 5881.534668
	Iteration 21Q: 3 clusters Score -1.796702e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 137772 members 
Entering Unmasked Estep 
Score: -17967522.000000 Penalty: 5881.534668
	Iteration 22Q: 3 clusters Score -1.796752e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 138456 members 
Entering Unmasked Estep 
Score: -17967954.000000 Penalty: 5881.534668
	Iteration 23Q: 3 clusters Score -1.796795e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 138958 members 
Entering Unmasked Estep 
Score: -17968202.000000 Penalty: 5881.534668
	Iteration 24Q: 3 clusters Score -1.79682e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 139313 members 
Entering Unmasked Estep 
Score: -17968396.000000 Penalty: 5881.534668
	Iteration 25Q: 3 clusters Score -1.79684e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 139562 members 
Entering Unmasked Estep 
Score: -17968504.000000 Penalty: 5881.534668
	Iteration 26Q: 3 clusters Score -1.79685e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 139773 members 
Entering Unmasked Estep 
Score: -17968660.000000 Penalty: 5881.534668
	Iteration 27Q: 3 clusters Score -1.796866e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 139931 members 
Entering Unmasked Estep 
Score: -17968772.000000 Penalty: 5881.534668
	Iteration 28Q: 3 clusters Score -1.796877e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 140043 members 
Entering Unmasked Estep 
Score: -17968838.000000 Penalty: 5881.534668
	Iteration 29Q: 3 clusters Score -1.796884e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 140118 members 
Entering Unmasked Estep 
Score: -17968888.000000 Penalty: 5881.534668
	Iteration 30Q: 3 clusters Score -1.796889e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 140173 members 
Entering Unmasked Estep 
Score: -17968902.000000 Penalty: 5881.534668
	Iteration 31Q: 3 clusters Score -1.79689e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 140222 members 
Entering Unmasked Estep 
Score: -17968934.000000 Penalty: 5881.534668
	Iteration 32Q: 3 clusters Score -1.796893e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 140270 members 
Entering Unmasked Estep 
Score: -17968966.000000 Penalty: 5881.534668
	Iteration 33Q: 3 clusters Score -1.796897e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 140301 members 
Entering Unmasked Estep 
Score: -17968960.000000 Penalty: 5881.534668
	Iteration 34Q: 3 clusters Score -1.796896e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 140330 members 
Entering Unmasked Estep 
Score: -17968982.000000 Penalty: 5881.534668
	Iteration 35Q: 3 clusters Score -1.796898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 140352 members 
Entering Unmasked Estep 
Score: -17968998.000000 Penalty: 5881.534668
	Iteration 36Q: 3 clusters Score -1.7969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 140367 members 
Entering Unmasked Estep 
Score: -17969006.000000 Penalty: 5881.534668
	Iteration 37Q: 3 clusters Score -1.796901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 140376 members 
Entering Unmasked Estep 
Score: -17969006.000000 Penalty: 5881.534668
	Iteration 38Q: 3 clusters Score -1.796901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 140382 members 
Entering Unmasked Estep 
Score: -17969002.000000 Penalty: 5881.534668
	Iteration 39Q: 3 clusters Score -1.7969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 140387 members 
Entering Unmasked Estep 
Score: -17969020.000000 Penalty: 5881.534668
	Iteration 40F: 3 clusters Score -1.796902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 140392 members 
Entering Unmasked Estep 
Score: -17969026.000000 Penalty: 5881.534668
	Iteration 41Q: 3 clusters Score -1.796903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 140397 members 
Entering Unmasked Estep 
Score: -17969018.000000 Penalty: 5881.534668
	Iteration 42Q: 3 clusters Score -1.796902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 140407 members 
Entering Unmasked Estep 
Score: -17969026.000000 Penalty: 5881.534668
	Iteration 43Q: 3 clusters Score -1.796903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 140412 members 
Entering Unmasked Estep 
Score: -17969028.000000 Penalty: 5881.534668
	Iteration 44Q: 3 clusters Score -1.796903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 140414 members 
Entering Unmasked Estep 
Score: -17969028.000000 Penalty: 5881.534668
	Iteration 45Q: 3 clusters Score -1.796903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 140414 members 
Entering Unmasked Estep 
Score: -17969030.000000 Penalty: 5881.534668
	Iteration 46Q: 3 clusters Score -1.796903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 140415 members 
Entering Unmasked Estep 
Score: -17969032.000000 Penalty: 5881.534668
	Iteration 47Q: 3 clusters Score -1.796903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 140415 members 
Entering Unmasked Estep 
Score: -17969036.000000 Penalty: 5881.534668
	Iteration 48Q: 3 clusters Score -1.796904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 140417 members 
Entering Unmasked Estep 
Score: -17969040.000000 Penalty: 5881.534668
	Iteration 49Q: 3 clusters Score -1.796904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 140421 members 
Entering Unmasked Estep 
Score: -17969046.000000 Penalty: 5881.534668
	Iteration 50Q: 3 clusters Score -1.796905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 140427 members 
Entering Unmasked Estep 
Score: -17969034.000000 Penalty: 5881.534668
	Iteration 51Q: 3 clusters Score -1.796903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 140429 members 
Entering Unmasked Estep 
Score: -17969026.000000 Penalty: 5881.534668
	Iteration 52Q: 3 clusters Score -1.796903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 140429 members 
Entering Unmasked Estep 
Score: -17969026.000000 Penalty: 5881.534668
	Iteration 53F: 3 clusters Score -1.796903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (105883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105883 members 
Entering Unmasked Estep 
Score: -13311297.000000 Penalty: 2869.382324
	Iteration 0F: 2 clusters Score -1.33113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -13240473.000000 Penalty: 5738.764648
	Iteration 0F: 3 clusters Score -1.324047e+07 nChanged 50352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -13269640.000000 Penalty: 5738.764648
	Iteration 1F: 3 clusters Score -1.326964e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
Score: -13271312.000000 Penalty: 5738.764648
	Iteration 2Q: 3 clusters Score -1.327131e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -13274500.000000 Penalty: 5738.764648
	Iteration 3F: 3 clusters Score -1.32745e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -13279291.000000 Penalty: 5738.764648
	Iteration 4F: 3 clusters Score -1.327929e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -13285429.000000 Penalty: 5738.764648
	Iteration 5F: 3 clusters Score -1.328543e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -13291171.000000 Penalty: 5738.764648
	Iteration 6F: 3 clusters Score -1.329117e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 87477 members 
Entering Unmasked Estep 
Score: -13295841.000000 Penalty: 5738.764648
	Iteration 7F: 3 clusters Score -1.329584e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 92199 members 
Entering Unmasked Estep 
Score: -13299255.000000 Penalty: 5738.764648
	Iteration 8Q: 3 clusters Score -1.329926e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 96133 members 
Entering Unmasked Estep 
Score: -13302109.000000 Penalty: 5738.764648
	Iteration 9Q: 3 clusters Score -1.330211e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 99246 members 
Entering Unmasked Estep 
Score: -13304289.000000 Penalty: 5738.764648
	Iteration 10Q: 3 clusters Score -1.330429e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 101503 members 
Entering Unmasked Estep 
Score: -13306007.000000 Penalty: 5738.764648
	Iteration 11Q: 3 clusters Score -1.330601e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 103025 members 
Entering Unmasked Estep 
Score: -13307135.000000 Penalty: 5738.764648
	Iteration 12Q: 3 clusters Score -1.330714e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 103925 members 
Entering Unmasked Estep 
Score: -13307867.000000 Penalty: 5738.764648
	Iteration 13Q: 3 clusters Score -1.330787e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -13308189.000000 Penalty: 5738.764648
	Iteration 14Q: 3 clusters Score -1.330819e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
Score: -13308400.000000 Penalty: 5738.764648
	Iteration 15Q: 3 clusters Score -1.33084e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 104935 members 
Entering Unmasked Estep 
Score: -13308562.000000 Penalty: 5738.764648
	Iteration 16Q: 3 clusters Score -1.330856e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 105052 members 
Entering Unmasked Estep 
Score: -13308697.000000 Penalty: 5738.764648
	Iteration 17Q: 3 clusters Score -1.33087e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 105142 members 
Entering Unmasked Estep 
Score: -13308745.000000 Penalty: 5738.764648
	Iteration 18Q: 3 clusters Score -1.330874e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 105197 members 
Entering Unmasked Estep 
Score: -13308789.000000 Penalty: 5738.764648
	Iteration 19Q: 3 clusters Score -1.330879e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
Score: -13308787.000000 Penalty: 5738.764648
	Iteration 20F: 3 clusters Score -1.330879e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 105250 members 
Entering Unmasked Estep 
Score: -13308803.000000 Penalty: 5738.764648
	Iteration 21Q: 3 clusters Score -1.33088e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 105271 members 
Entering Unmasked Estep 
Score: -13308816.000000 Penalty: 5738.764648
	Iteration 22Q: 3 clusters Score -1.330882e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 105284 members 
Entering Unmasked Estep 
Score: -13308839.000000 Penalty: 5738.764648
	Iteration 23Q: 3 clusters Score -1.330884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -13308850.000000 Penalty: 5738.764648
	Iteration 24Q: 3 clusters Score -1.330885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 105303 members 
Entering Unmasked Estep 
Score: -13308857.000000 Penalty: 5738.764648
	Iteration 25Q: 3 clusters Score -1.330886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -13308853.000000 Penalty: 5738.764648
	Iteration 26Q: 3 clusters Score -1.330885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 105316 members 
Entering Unmasked Estep 
Score: -13308859.000000 Penalty: 5738.764648
	Iteration 27Q: 3 clusters Score -1.330886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 105326 members 
Entering Unmasked Estep 
Score: -13308862.000000 Penalty: 5738.764648
	Iteration 28Q: 3 clusters Score -1.330886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 105331 members 
Entering Unmasked Estep 
Score: -13308879.000000 Penalty: 5738.764648
	Iteration 29Q: 3 clusters Score -1.330888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -13308877.000000 Penalty: 5738.764648
	Iteration 30Q: 3 clusters Score -1.330888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 105340 members 
Entering Unmasked Estep 
Score: -13308870.000000 Penalty: 5738.764648
	Iteration 31Q: 3 clusters Score -1.330887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 105340 members 
Entering Unmasked Estep 
Score: -13308875.000000 Penalty: 5738.764648
	Iteration 32Q: 3 clusters Score -1.330888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 105340 members 
Entering Unmasked Estep 
Score: -13308886.000000 Penalty: 5738.764648
	Iteration 33Q: 3 clusters Score -1.330889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 105340 members 
Entering Unmasked Estep 
Score: -13308886.000000 Penalty: 5738.764648
	Iteration 34F: 3 clusters Score -1.330889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Entering Unmasked Estep 
Score: -3753872.750000 Penalty: 2555.152588
	Iteration 0F: 2 clusters Score -3753873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3733356.750000 Penalty: 5110.305176
	Iteration 0F: 3 clusters Score -3733357 nChanged 13573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3740690.500000 Penalty: 5110.305176
	Iteration 1F: 3 clusters Score -3740690 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3741209.500000 Penalty: 5110.305176
	Iteration 2Q: 3 clusters Score -3741210 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3741698.000000 Penalty: 5110.305176
	Iteration 3Q: 3 clusters Score -3741698 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3742254.750000 Penalty: 5110.305176
	Iteration 4Q: 3 clusters Score -3742255 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -3742854.500000 Penalty: 5110.305176
	Iteration 5Q: 3 clusters Score -3742854 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3743498.500000 Penalty: 5110.305176
	Iteration 6Q: 3 clusters Score -3743498 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3744202.750000 Penalty: 5110.305176
	Iteration 7Q: 3 clusters Score -3744203 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -3744974.250000 Penalty: 5110.305176
	Iteration 8Q: 3 clusters Score -3744974 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -3745995.000000 Penalty: 5110.305176
	Iteration 9F: 3 clusters Score -3745995 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3747113.000000 Penalty: 5110.305176
	Iteration 10F: 3 clusters Score -3747113 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3748259.500000 Penalty: 5110.305176
	Iteration 11Q: 3 clusters Score -3748260 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3749288.750000 Penalty: 5110.305176
	Iteration 12Q: 3 clusters Score -3749289 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3750070.000000 Penalty: 5110.305176
	Iteration 13Q: 3 clusters Score -3750070 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3750641.250000 Penalty: 5110.305176
	Iteration 14Q: 3 clusters Score -3750641 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3751016.000000 Penalty: 5110.305176
	Iteration 15Q: 3 clusters Score -3751016 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3751301.250000 Penalty: 5110.305176
	Iteration 16Q: 3 clusters Score -3751301 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3751532.750000 Penalty: 5110.305176
	Iteration 17Q: 3 clusters Score -3751533 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3751755.000000 Penalty: 5110.305176
	Iteration 18Q: 3 clusters Score -3751755 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3751955.250000 Penalty: 5110.305176
	Iteration 19Q: 3 clusters Score -3751955 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3752172.500000 Penalty: 5110.305176
	Iteration 20F: 3 clusters Score -3752172 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3752353.500000 Penalty: 5110.305176
	Iteration 21Q: 3 clusters Score -3752354 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3752480.750000 Penalty: 5110.305176
	Iteration 22Q: 3 clusters Score -3752481 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3752561.500000 Penalty: 5110.305176
	Iteration 23Q: 3 clusters Score -3752562 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3752617.750000 Penalty: 5110.305176
	Iteration 24Q: 3 clusters Score -3752618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3752648.250000 Penalty: 5110.305176
	Iteration 25Q: 3 clusters Score -3752648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3752671.500000 Penalty: 5110.305176
	Iteration 26Q: 3 clusters Score -3752672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3752685.000000 Penalty: 5110.305176
	Iteration 27Q: 3 clusters Score -3752685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3752694.750000 Penalty: 5110.305176
	Iteration 28Q: 3 clusters Score -3752695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3752705.000000 Penalty: 5110.305176
	Iteration 29Q: 3 clusters Score -3752705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3752702.000000 Penalty: 5110.305176
	Iteration 30Q: 3 clusters Score -3752702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3752703.750000 Penalty: 5110.305176
	Iteration 31Q: 3 clusters Score -3752704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3752697.750000 Penalty: 5110.305176
	Iteration 32Q: 3 clusters Score -3752698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3752697.000000 Penalty: 5110.305176
	Iteration 33Q: 3 clusters Score -3752697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3752700.750000 Penalty: 5110.305176
	Iteration 34Q: 3 clusters Score -3752701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3752703.750000 Penalty: 5110.305176
	Iteration 35Q: 3 clusters Score -3752704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3752708.250000 Penalty: 5110.305176
	Iteration 36Q: 3 clusters Score -3752708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3752708.000000 Penalty: 5110.305176
	Iteration 37Q: 3 clusters Score -3752708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3752709.000000 Penalty: 5110.305176
	Iteration 38Q: 3 clusters Score -3752709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3752709.750000 Penalty: 5110.305176
	Iteration 39Q: 3 clusters Score -3752710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3752715.750000 Penalty: 5110.305176
	Iteration 40F: 3 clusters Score -3752716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3752714.250000 Penalty: 5110.305176
	Iteration 41Q: 3 clusters Score -3752714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3752710.500000 Penalty: 5110.305176
	Iteration 42Q: 3 clusters Score -3752710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3752717.750000 Penalty: 5110.305176
	Iteration 43Q: 3 clusters Score -3752718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3752720.000000 Penalty: 5110.305176
	Iteration 44Q: 3 clusters Score -3752720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3752720.000000 Penalty: 5110.305176
	Iteration 45F: 3 clusters Score -3752720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -370530.156250 Penalty: 1998.386719
	Iteration 0F: 2 clusters Score -370530.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -367108.906250 Penalty: 3996.773438
	Iteration 0F: 3 clusters Score -367108.9 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -367825.281250 Penalty: 3996.773438
	Iteration 1F: 3 clusters Score -367825.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -368005.656250 Penalty: 3996.773438
	Iteration 2F: 3 clusters Score -368005.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -368108.906250 Penalty: 3996.773438
	Iteration 3Q: 3 clusters Score -368108.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -368173.718750 Penalty: 3996.773438
	Iteration 4Q: 3 clusters Score -368173.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -368229.406250 Penalty: 3996.773438
	Iteration 5Q: 3 clusters Score -368229.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -368277.906250 Penalty: 3996.773438
	Iteration 6Q: 3 clusters Score -368277.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -368319.593750 Penalty: 3996.773438
	Iteration 7Q: 3 clusters Score -368319.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -368361.281250 Penalty: 3996.773438
	Iteration 8Q: 3 clusters Score -368361.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -368397.156250 Penalty: 3996.773438
	Iteration 9Q: 3 clusters Score -368397.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -368426.937500 Penalty: 3996.773438
	Iteration 10Q: 3 clusters Score -368426.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -368447.781250 Penalty: 3996.773438
	Iteration 11Q: 3 clusters Score -368447.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -368464.875000 Penalty: 3996.773438
	Iteration 12Q: 3 clusters Score -368464.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -368475.531250 Penalty: 3996.773438
	Iteration 13Q: 3 clusters Score -368475.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -368486.906250 Penalty: 3996.773438
	Iteration 14Q: 3 clusters Score -368486.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -368496.218750 Penalty: 3996.773438
	Iteration 15Q: 3 clusters Score -368496.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -368503.781250 Penalty: 3996.773438
	Iteration 16Q: 3 clusters Score -368503.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -368511.062500 Penalty: 3996.773438
	Iteration 17Q: 3 clusters Score -368511.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -368516.937500 Penalty: 3996.773438
	Iteration 18Q: 3 clusters Score -368516.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -368525.187500 Penalty: 3996.773438
	Iteration 19Q: 3 clusters Score -368525.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -368533.593750 Penalty: 3996.773438
	Iteration 20F: 3 clusters Score -368533.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -368539.250000 Penalty: 3996.773438
	Iteration 21Q: 3 clusters Score -368539.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -368549.156250 Penalty: 3996.773438
	Iteration 22Q: 3 clusters Score -368549.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -368560.125000 Penalty: 3996.773438
	Iteration 23Q: 3 clusters Score -368560.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -368574.968750 Penalty: 3996.773438
	Iteration 24Q: 3 clusters Score -368575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -368588.781250 Penalty: 3996.773438
	Iteration 25Q: 3 clusters Score -368588.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -368597.500000 Penalty: 3996.773438
	Iteration 26Q: 3 clusters Score -368597.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -368603.593750 Penalty: 3996.773438
	Iteration 27Q: 3 clusters Score -368603.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -368608.406250 Penalty: 3996.773438
	Iteration 28Q: 3 clusters Score -368608.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -368612.750000 Penalty: 3996.773438
	Iteration 29Q: 3 clusters Score -368612.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -368619.750000 Penalty: 3996.773438
	Iteration 30Q: 3 clusters Score -368619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -368630.843750 Penalty: 3996.773438
	Iteration 31Q: 3 clusters Score -368630.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -368636.875000 Penalty: 3996.773438
	Iteration 32Q: 3 clusters Score -368636.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -368642.750000 Penalty: 3996.773438
	Iteration 33Q: 3 clusters Score -368642.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -368648.781250 Penalty: 3996.773438
	Iteration 34Q: 3 clusters Score -368648.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -368656.062500 Penalty: 3996.773438
	Iteration 35Q: 3 clusters Score -368656.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -368666.843750 Penalty: 3996.773438
	Iteration 36Q: 3 clusters Score -368666.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -368674.687500 Penalty: 3996.773438
	Iteration 37Q: 3 clusters Score -368674.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -368687.968750 Penalty: 3996.773438
	Iteration 38Q: 3 clusters Score -368688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -368706.375000 Penalty: 3996.773438
	Iteration 39Q: 3 clusters Score -368706.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -368716.968750 Penalty: 3996.773438
	Iteration 40F: 3 clusters Score -368717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -368725.250000 Penalty: 3996.773438
	Iteration 41Q: 3 clusters Score -368725.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -368732.625000 Penalty: 3996.773438
	Iteration 42Q: 3 clusters Score -368732.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -368744.875000 Penalty: 3996.773438
	Iteration 43Q: 3 clusters Score -368744.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -368757.625000 Penalty: 3996.773438
	Iteration 44Q: 3 clusters Score -368757.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -368776.781250 Penalty: 3996.773438
	Iteration 45Q: 3 clusters Score -368776.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -368801.468750 Penalty: 3996.773438
	Iteration 46Q: 3 clusters Score -368801.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -368834.750000 Penalty: 3996.773438
	Iteration 47Q: 3 clusters Score -368834.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -368880.593750 Penalty: 3996.773438
	Iteration 48Q: 3 clusters Score -368880.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -368951.093750 Penalty: 3996.773438
	Iteration 49Q: 3 clusters Score -368951.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -369063.281250 Penalty: 3996.773438
	Iteration 50Q: 3 clusters Score -369063.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -369239.000000 Penalty: 3996.773438
	Iteration 51Q: 3 clusters Score -369239 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -369514.562500 Penalty: 3996.773438
	Iteration 52Q: 3 clusters Score -369514.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -369891.500000 Penalty: 3996.773438
	Iteration 53Q: 3 clusters Score -369891.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -370350.375000 Penalty: 3996.773438
	Iteration 54Q: 3 clusters Score -370350.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -370587.250000 Penalty: 3996.773438
	Iteration 55Q: 3 clusters Score -370587.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -370646.468750 Penalty: 3996.773438
	Iteration 56Q: 3 clusters Score -370646.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -370699.875000 Penalty: 3996.773438
	Iteration 57Q: 3 clusters Score -370699.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -370727.875000 Penalty: 3996.773438
	Iteration 58Q: 3 clusters Score -370727.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -370747.281250 Penalty: 3996.773438
	Iteration 59Q: 3 clusters Score -370747.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -370769.312500 Penalty: 3996.773438
	Iteration 60F: 3 clusters Score -370769.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -370788.031250 Penalty: 3996.773438
	Iteration 61Q: 3 clusters Score -370788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -370788.781250 Penalty: 3996.773438
	Iteration 62Q: 3 clusters Score -370788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -370790.343750 Penalty: 3996.773438
	Iteration 63Q: 3 clusters Score -370790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -370791.437500 Penalty: 3996.773438
	Iteration 64Q: 3 clusters Score -370791.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -370791.281250 Penalty: 3996.773438
	Iteration 65Q: 3 clusters Score -370791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -370792.406250 Penalty: 3996.773438
	Iteration 66Q: 3 clusters Score -370792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -370792.781250 Penalty: 3996.773438
	Iteration 67Q: 3 clusters Score -370792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -370795.593750 Penalty: 3996.773438
	Iteration 68Q: 3 clusters Score -370795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -370796.656250 Penalty: 3996.773438
	Iteration 69Q: 3 clusters Score -370796.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -370796.656250 Penalty: 3996.773438
	Iteration 70F: 3 clusters Score -370796.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108782 members 
Mstep: Class 2 contains 12457 members 
Mstep: Class 3 contains 141200 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43358 members 
Mstep: Class 9 contains 32848 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12413 members 
Mstep: Class 12 contains 54888 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 46086 members 
Mstep: Class 15 contains 156853 members 
Mstep: Class 16 contains 76810 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8657 members 
Mstep: Class 19 contains 275396 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21962 members 
Mstep: Class 22 contains 46841 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8746 members 
Mstep: Class 30 contains 17739 members 
Mstep: Class 31 contains 1699 members 
Entering Unmasked Estep 
Score: -157743984.000000 Penalty: 108024.484375
Splitting cluster 6 changes total score from -157745296.000000 to -157743984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Entering Unmasked Estep 
Score: -773950.750000 Penalty: 2168.039551
	Iteration 0F: 2 clusters Score -773950.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -768671.187500 Penalty: 4336.079102
	Iteration 0F: 3 clusters Score -768671.2 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -770010.625000 Penalty: 4336.079102
	Iteration 1F: 3 clusters Score -770010.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -770291.437500 Penalty: 4336.079102
	Iteration 2F: 3 clusters Score -770291.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -770497.312500 Penalty: 4336.079102
	Iteration 3F: 3 clusters Score -770497.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -770660.750000 Penalty: 4336.079102
	Iteration 4Q: 3 clusters Score -770660.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -770796.500000 Penalty: 4336.079102
	Iteration 5Q: 3 clusters Score -770796.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -770925.812500 Penalty: 4336.079102
	Iteration 6Q: 3 clusters Score -770925.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -771052.187500 Penalty: 4336.079102
	Iteration 7Q: 3 clusters Score -771052.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -771159.375000 Penalty: 4336.079102
	Iteration 8Q: 3 clusters Score -771159.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -771261.437500 Penalty: 4336.079102
	Iteration 9Q: 3 clusters Score -771261.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -771373.312500 Penalty: 4336.079102
	Iteration 10Q: 3 clusters Score -771373.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -771469.687500 Penalty: 4336.079102
	Iteration 11Q: 3 clusters Score -771469.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -771566.375000 Penalty: 4336.079102
	Iteration 12Q: 3 clusters Score -771566.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -771650.062500 Penalty: 4336.079102
	Iteration 13Q: 3 clusters Score -771650.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -771703.125000 Penalty: 4336.079102
	Iteration 14Q: 3 clusters Score -771703.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -771741.875000 Penalty: 4336.079102
	Iteration 15Q: 3 clusters Score -771741.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -771770.125000 Penalty: 4336.079102
	Iteration 16Q: 3 clusters Score -771770.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -771795.625000 Penalty: 4336.079102
	Iteration 17Q: 3 clusters Score -771795.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -771815.375000 Penalty: 4336.079102
	Iteration 18Q: 3 clusters Score -771815.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -771828.937500 Penalty: 4336.079102
	Iteration 19Q: 3 clusters Score -771828.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -771842.125000 Penalty: 4336.079102
	Iteration 20F: 3 clusters Score -771842.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -771851.812500 Penalty: 4336.079102
	Iteration 21Q: 3 clusters Score -771851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -771862.812500 Penalty: 4336.079102
	Iteration 22Q: 3 clusters Score -771862.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -771868.500000 Penalty: 4336.079102
	Iteration 23Q: 3 clusters Score -771868.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -771872.000000 Penalty: 4336.079102
	Iteration 24Q: 3 clusters Score -771872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -771874.562500 Penalty: 4336.079102
	Iteration 25Q: 3 clusters Score -771874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -771878.937500 Penalty: 4336.079102
	Iteration 26Q: 3 clusters Score -771878.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -771886.750000 Penalty: 4336.079102
	Iteration 27Q: 3 clusters Score -771886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -771890.500000 Penalty: 4336.079102
	Iteration 28Q: 3 clusters Score -771890.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -771902.687500 Penalty: 4336.079102
	Iteration 29Q: 3 clusters Score -771902.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -771916.312500 Penalty: 4336.079102
	Iteration 30Q: 3 clusters Score -771916.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -771921.625000 Penalty: 4336.079102
	Iteration 31Q: 3 clusters Score -771921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -771929.812500 Penalty: 4336.079102
	Iteration 32Q: 3 clusters Score -771929.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -771936.562500 Penalty: 4336.079102
	Iteration 33Q: 3 clusters Score -771936.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -771944.125000 Penalty: 4336.079102
	Iteration 34Q: 3 clusters Score -771944.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -771948.750000 Penalty: 4336.079102
	Iteration 35Q: 3 clusters Score -771948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -771949.875000 Penalty: 4336.079102
	Iteration 36Q: 3 clusters Score -771949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -771953.062500 Penalty: 4336.079102
	Iteration 37Q: 3 clusters Score -771953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -771953.937500 Penalty: 4336.079102
	Iteration 38Q: 3 clusters Score -771953.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -771957.812500 Penalty: 4336.079102
	Iteration 39Q: 3 clusters Score -771957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -771959.562500 Penalty: 4336.079102
	Iteration 40F: 3 clusters Score -771959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -771960.812500 Penalty: 4336.079102
	Iteration 41Q: 3 clusters Score -771960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -771962.687500 Penalty: 4336.079102
	Iteration 42Q: 3 clusters Score -771962.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -771963.437500 Penalty: 4336.079102
	Iteration 43Q: 3 clusters Score -771963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -771963.437500 Penalty: 4336.079102
	Iteration 44F: 3 clusters Score -771963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Entering Unmasked Estep 
Score: -5477257.500000 Penalty: 2647.957031
	Iteration 0F: 2 clusters Score -5477258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -5447923.000000 Penalty: 5295.914062
	Iteration 0F: 3 clusters Score -5447923 nChanged 19842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -5459131.000000 Penalty: 5295.914062
	Iteration 1F: 3 clusters Score -5459131 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -5459818.000000 Penalty: 5295.914062
	Iteration 2Q: 3 clusters Score -5459818 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -5460620.000000 Penalty: 5295.914062
	Iteration 3Q: 3 clusters Score -5460620 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -5461595.000000 Penalty: 5295.914062
	Iteration 4Q: 3 clusters Score -5461595 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -5462665.000000 Penalty: 5295.914062
	Iteration 5Q: 3 clusters Score -5462665 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -5463836.500000 Penalty: 5295.914062
	Iteration 6Q: 3 clusters Score -5463836 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -5465200.000000 Penalty: 5295.914062
	Iteration 7Q: 3 clusters Score -5465200 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -5466480.500000 Penalty: 5295.914062
	Iteration 8Q: 3 clusters Score -5466480 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -5467809.500000 Penalty: 5295.914062
	Iteration 9Q: 3 clusters Score -5467810 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -5469122.000000 Penalty: 5295.914062
	Iteration 10Q: 3 clusters Score -5469122 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -5470356.000000 Penalty: 5295.914062
	Iteration 11Q: 3 clusters Score -5470356 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -5471454.500000 Penalty: 5295.914062
	Iteration 12Q: 3 clusters Score -5471454 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5472320.500000 Penalty: 5295.914062
	Iteration 13Q: 3 clusters Score -5472320 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -5473056.000000 Penalty: 5295.914062
	Iteration 14Q: 3 clusters Score -5473056 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -5473543.000000 Penalty: 5295.914062
	Iteration 15Q: 3 clusters Score -5473543 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -5473925.500000 Penalty: 5295.914062
	Iteration 16Q: 3 clusters Score -5473926 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -5474175.000000 Penalty: 5295.914062
	Iteration 17Q: 3 clusters Score -5474175 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -5474349.000000 Penalty: 5295.914062
	Iteration 18Q: 3 clusters Score -5474349 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -5474480.500000 Penalty: 5295.914062
	Iteration 19Q: 3 clusters Score -5474480 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -5474593.000000 Penalty: 5295.914062
	Iteration 20F: 3 clusters Score -5474593 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -5474675.500000 Penalty: 5295.914062
	Iteration 21Q: 3 clusters Score -5474676 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -5474739.000000 Penalty: 5295.914062
	Iteration 22Q: 3 clusters Score -5474739 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5474783.500000 Penalty: 5295.914062
	Iteration 23Q: 3 clusters Score -5474784 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -5474828.500000 Penalty: 5295.914062
	Iteration 24Q: 3 clusters Score -5474828 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5474857.000000 Penalty: 5295.914062
	Iteration 25Q: 3 clusters Score -5474857 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5474882.000000 Penalty: 5295.914062
	Iteration 26Q: 3 clusters Score -5474882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -5474909.000000 Penalty: 5295.914062
	Iteration 27Q: 3 clusters Score -5474909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -5474934.000000 Penalty: 5295.914062
	Iteration 28Q: 3 clusters Score -5474934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -5474950.000000 Penalty: 5295.914062
	Iteration 29Q: 3 clusters Score -5474950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5474965.000000 Penalty: 5295.914062
	Iteration 30Q: 3 clusters Score -5474965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -5474979.500000 Penalty: 5295.914062
	Iteration 31Q: 3 clusters Score -5474980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5474988.000000 Penalty: 5295.914062
	Iteration 32Q: 3 clusters Score -5474988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -5474987.500000 Penalty: 5295.914062
	Iteration 33Q: 3 clusters Score -5474988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -5475000.500000 Penalty: 5295.914062
	Iteration 34Q: 3 clusters Score -5475000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5475001.500000 Penalty: 5295.914062
	Iteration 35Q: 3 clusters Score -5475002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5475007.000000 Penalty: 5295.914062
	Iteration 36Q: 3 clusters Score -5475007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -5475021.500000 Penalty: 5295.914062
	Iteration 37Q: 3 clusters Score -5475022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5475029.000000 Penalty: 5295.914062
	Iteration 38Q: 3 clusters Score -5475029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -5475041.500000 Penalty: 5295.914062
	Iteration 39Q: 3 clusters Score -5475042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5475049.500000 Penalty: 5295.914062
	Iteration 40F: 3 clusters Score -5475050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -5475057.000000 Penalty: 5295.914062
	Iteration 41Q: 3 clusters Score -5475057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -5475057.500000 Penalty: 5295.914062
	Iteration 42Q: 3 clusters Score -5475058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -5475067.500000 Penalty: 5295.914062
	Iteration 43Q: 3 clusters Score -5475068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -5475058.500000 Penalty: 5295.914062
	Iteration 44Q: 3 clusters Score -5475058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -5475065.500000 Penalty: 5295.914062
	Iteration 45Q: 3 clusters Score -5475066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5475068.500000 Penalty: 5295.914062
	Iteration 46Q: 3 clusters Score -5475068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5475068.500000 Penalty: 5295.914062
	Iteration 47F: 3 clusters Score -5475068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Entering Unmasked Estep 
Score: -4264888.500000 Penalty: 2579.112061
	Iteration 0F: 2 clusters Score -4264888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4242499.500000 Penalty: 5158.224121
	Iteration 0F: 3 clusters Score -4242500 nChanged 14996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -4250712.500000 Penalty: 5158.224121
	Iteration 1F: 3 clusters Score -4250712 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4251221.500000 Penalty: 5158.224121
	Iteration 2Q: 3 clusters Score -4251222 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -4251659.500000 Penalty: 5158.224121
	Iteration 3Q: 3 clusters Score -4251660 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -4252128.000000 Penalty: 5158.224121
	Iteration 4Q: 3 clusters Score -4252128 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -4252602.500000 Penalty: 5158.224121
	Iteration 5Q: 3 clusters Score -4252602 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4253162.500000 Penalty: 5158.224121
	Iteration 6Q: 3 clusters Score -4253162 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -4253887.000000 Penalty: 5158.224121
	Iteration 7Q: 3 clusters Score -4253887 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -4254779.000000 Penalty: 5158.224121
	Iteration 8Q: 3 clusters Score -4254779 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -4255742.000000 Penalty: 5158.224121
	Iteration 9Q: 3 clusters Score -4255742 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -4256755.000000 Penalty: 5158.224121
	Iteration 10F: 3 clusters Score -4256755 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -4257635.500000 Penalty: 5158.224121
	Iteration 11Q: 3 clusters Score -4257636 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -4258236.000000 Penalty: 5158.224121
	Iteration 12Q: 3 clusters Score -4258236 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4258576.000000 Penalty: 5158.224121
	Iteration 13Q: 3 clusters Score -4258576 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4258750.500000 Penalty: 5158.224121
	Iteration 14Q: 3 clusters Score -4258750 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4258869.000000 Penalty: 5158.224121
	Iteration 15Q: 3 clusters Score -4258869 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -4258950.500000 Penalty: 5158.224121
	Iteration 16Q: 3 clusters Score -4258950 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -4259024.500000 Penalty: 5158.224121
	Iteration 17Q: 3 clusters Score -4259024 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4259098.000000 Penalty: 5158.224121
	Iteration 18Q: 3 clusters Score -4259098 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -4259144.000000 Penalty: 5158.224121
	Iteration 19Q: 3 clusters Score -4259144 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4259198.500000 Penalty: 5158.224121
	Iteration 20F: 3 clusters Score -4259198 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -4259241.000000 Penalty: 5158.224121
	Iteration 21Q: 3 clusters Score -4259241 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4259282.500000 Penalty: 5158.224121
	Iteration 22Q: 3 clusters Score -4259282 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -4259316.500000 Penalty: 5158.224121
	Iteration 23Q: 3 clusters Score -4259316 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4259342.000000 Penalty: 5158.224121
	Iteration 24Q: 3 clusters Score -4259342 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4259342.000000 Penalty: 5158.224121
	Iteration 25Q: 3 clusters Score -4259342 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4259367.000000 Penalty: 5158.224121
	Iteration 26Q: 3 clusters Score -4259367 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4259373.000000 Penalty: 5158.224121
	Iteration 27Q: 3 clusters Score -4259373 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4259405.000000 Penalty: 5158.224121
	Iteration 28Q: 3 clusters Score -4259405 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4259424.000000 Penalty: 5158.224121
	Iteration 29Q: 3 clusters Score -4259424 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4259425.500000 Penalty: 5158.224121
	Iteration 30Q: 3 clusters Score -4259426 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4259440.000000 Penalty: 5158.224121
	Iteration 31Q: 3 clusters Score -4259440 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4259449.000000 Penalty: 5158.224121
	Iteration 32Q: 3 clusters Score -4259449 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -4259468.500000 Penalty: 5158.224121
	Iteration 33Q: 3 clusters Score -4259468 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -4259472.500000 Penalty: 5158.224121
	Iteration 34Q: 3 clusters Score -4259472 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4259508.000000 Penalty: 5158.224121
	Iteration 35Q: 3 clusters Score -4259508 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4259516.500000 Penalty: 5158.224121
	Iteration 36Q: 3 clusters Score -4259516 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -4259524.500000 Penalty: 5158.224121
	Iteration 37Q: 3 clusters Score -4259524 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -4259534.000000 Penalty: 5158.224121
	Iteration 38Q: 3 clusters Score -4259534 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4259552.500000 Penalty: 5158.224121
	Iteration 39Q: 3 clusters Score -4259552 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4259573.500000 Penalty: 5158.224121
	Iteration 40F: 3 clusters Score -4259574 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -4259607.000000 Penalty: 5158.224121
	Iteration 41Q: 3 clusters Score -4259607 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -4259617.500000 Penalty: 5158.224121
	Iteration 42Q: 3 clusters Score -4259618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -4259632.000000 Penalty: 5158.224121
	Iteration 43Q: 3 clusters Score -4259632 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4259647.500000 Penalty: 5158.224121
	Iteration 44Q: 3 clusters Score -4259648 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4259668.000000 Penalty: 5158.224121
	Iteration 45Q: 3 clusters Score -4259668 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -4259692.000000 Penalty: 5158.224121
	Iteration 46Q: 3 clusters Score -4259692 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -4259698.500000 Penalty: 5158.224121
	Iteration 47Q: 3 clusters Score -4259698 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -4259716.500000 Penalty: 5158.224121
	Iteration 48Q: 3 clusters Score -4259716 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4259736.000000 Penalty: 5158.224121
	Iteration 49Q: 3 clusters Score -4259736 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -4259743.000000 Penalty: 5158.224121
	Iteration 50Q: 3 clusters Score -4259743 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -4259764.500000 Penalty: 5158.224121
	Iteration 51Q: 3 clusters Score -4259764 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4259776.500000 Penalty: 5158.224121
	Iteration 52Q: 3 clusters Score -4259776 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -4259794.000000 Penalty: 5158.224121
	Iteration 53Q: 3 clusters Score -4259794 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -4259806.500000 Penalty: 5158.224121
	Iteration 54Q: 3 clusters Score -4259806 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -4259817.500000 Penalty: 5158.224121
	Iteration 55Q: 3 clusters Score -4259818 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -4259825.000000 Penalty: 5158.224121
	Iteration 56Q: 3 clusters Score -4259825 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -4259854.000000 Penalty: 5158.224121
	Iteration 57Q: 3 clusters Score -4259854 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -4259879.500000 Penalty: 5158.224121
	Iteration 58Q: 3 clusters Score -4259880 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -4259890.500000 Penalty: 5158.224121
	Iteration 59Q: 3 clusters Score -4259890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -4259899.500000 Penalty: 5158.224121
	Iteration 60F: 3 clusters Score -4259900 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -4259921.000000 Penalty: 5158.224121
	Iteration 61Q: 3 clusters Score -4259921 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4259931 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4259969 nChanged 112
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Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4259980 nChanged 111
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Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 12744 members 
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	Iteration 65Q: 3 clusters Score -4259998 nChanged 114
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Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4260006 nChanged 110
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Mstep: Class 1 contains 20324 members 
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	Iteration 67Q: 3 clusters Score -4260014 nChanged 122
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Mstep: Class 1 contains 20444 members 
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	Iteration 68Q: 3 clusters Score -4260039 nChanged 119
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	Iteration 69Q: 3 clusters Score -4260025 nChanged 117
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Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 12170 members 
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	Iteration 70Q: 3 clusters Score -4260040 nChanged 122
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Mstep: Class 1 contains 20800 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4260056 nChanged 98
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	Iteration 72Q: 3 clusters Score -4260076 nChanged 99
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Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4260087 nChanged 105
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4260100 nChanged 111
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4260108 nChanged 140
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Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 11505 members 
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	Iteration 76Q: 3 clusters Score -4260126 nChanged 147
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Mstep: Class 1 contains 21490 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4260160 nChanged 147
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4260180 nChanged 155
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4260211 nChanged 144
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Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4260238 nChanged 148
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Mstep: Class 1 contains 22080 members 
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	Iteration 81Q: 3 clusters Score -4260254 nChanged 152
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Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4260278 nChanged 165
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Mstep: Class 2 contains 10451 members 
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	Iteration 83Q: 3 clusters Score -4260292 nChanged 180
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Mstep: Class 2 contains 10273 members 
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	Iteration 84Q: 3 clusters Score -4260346 nChanged 171
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	Iteration 85Q: 3 clusters Score -4260376 nChanged 173
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Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 9931 members 
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	Iteration 86Q: 3 clusters Score -4260396 nChanged 187
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Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4260430 nChanged 216
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	Iteration 88Q: 3 clusters Score -4260486 nChanged 212
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	Iteration 89Q: 3 clusters Score -4260525 nChanged 187
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	Iteration 90Q: 3 clusters Score -4260554 nChanged 196
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Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 8945 members 
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	Iteration 91Q: 3 clusters Score -4260592 nChanged 179
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	Iteration 92Q: 3 clusters Score -4260648 nChanged 195
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4260678 nChanged 202
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	Iteration 94Q: 3 clusters Score -4260720 nChanged 217
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	Iteration 95Q: 3 clusters Score -4260766 nChanged 242
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	Iteration 96Q: 3 clusters Score -4260822 nChanged 242
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	Iteration 97Q: 3 clusters Score -4260884 nChanged 244
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Mstep: Class 1 contains 25414 members 
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	Iteration 98Q: 3 clusters Score -4260950 nChanged 250
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	Iteration 99Q: 3 clusters Score -4261012 nChanged 230
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Mstep: Class 1 contains 25894 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4261047 nChanged 216
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Mstep: Class 1 contains 26108 members 
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	Iteration 101Q: 3 clusters Score -4261098 nChanged 177
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Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4261139 nChanged 169
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Mstep: Class 1 contains 26454 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4261170 nChanged 161
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Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4261210 nChanged 159
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Mstep: Class 1 contains 26774 members 
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	Iteration 105Q: 3 clusters Score -4261237 nChanged 161
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Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 5913 members 
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	Iteration 106Q: 3 clusters Score -4261262 nChanged 169
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Mstep: Class 1 contains 27104 members 
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	Iteration 107Q: 3 clusters Score -4261308 nChanged 163
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Mstep: Class 1 contains 27267 members 
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	Iteration 108Q: 3 clusters Score -4261346 nChanged 168
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	Iteration 109Q: 3 clusters Score -4261389 nChanged 156
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	Iteration 110Q: 3 clusters Score -4261433 nChanged 174
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	Iteration 111Q: 3 clusters Score -4261462 nChanged 172
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	Iteration 112Q: 3 clusters Score -4261518 nChanged 181
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	Iteration 113Q: 3 clusters Score -4261550 nChanged 198
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	Iteration 114Q: 3 clusters Score -4261602 nChanged 191
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	Iteration 115Q: 3 clusters Score -4261654 nChanged 161
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	Iteration 116Q: 3 clusters Score -4261694 nChanged 155
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	Iteration 117Q: 3 clusters Score -4261746 nChanged 164
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	Iteration 118Q: 3 clusters Score -4261788 nChanged 153
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	Iteration 119Q: 3 clusters Score -4261823 nChanged 125
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	Iteration 120F: 3 clusters Score -4261854 nChanged 117
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	Iteration 121Q: 3 clusters Score -4261876 nChanged 126
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	Iteration 122Q: 3 clusters Score -4261908 nChanged 122
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	Iteration 123Q: 3 clusters Score -4261954 nChanged 119
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	Iteration 124Q: 3 clusters Score -4262001 nChanged 103
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	Iteration 125Q: 3 clusters Score -4262031 nChanged 111
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	Iteration 126Q: 3 clusters Score -4262067 nChanged 85
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	Iteration 127Q: 3 clusters Score -4262100 nChanged 81
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	Iteration 128Q: 3 clusters Score -4262106 nChanged 74
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	Iteration 129Q: 3 clusters Score -4262128 nChanged 85
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	Iteration 130Q: 3 clusters Score -4262152 nChanged 75
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	Iteration 131Q: 3 clusters Score -4262164 nChanged 66
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	Iteration 132Q: 3 clusters Score -4262180 nChanged 76
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	Iteration 133Q: 3 clusters Score -4262203 nChanged 66
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	Iteration 134Q: 3 clusters Score -4262224 nChanged 68
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	Iteration 135Q: 3 clusters Score -4262250 nChanged 67
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	Iteration 136Q: 3 clusters Score -4262270 nChanged 55
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	Iteration 137Q: 3 clusters Score -4262284 nChanged 45
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	Iteration 138Q: 3 clusters Score -4262279 nChanged 36
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	Iteration 139Q: 3 clusters Score -4262290 nChanged 34
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	Iteration 140F: 3 clusters Score -4262295 nChanged 39
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	Iteration 141Q: 3 clusters Score -4262310 nChanged 42
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	Iteration 142Q: 3 clusters Score -4262338 nChanged 39
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	Iteration 143Q: 3 clusters Score -4262349 nChanged 36
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	Iteration 144Q: 3 clusters Score -4262368 nChanged 32
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	Iteration 145Q: 3 clusters Score -4262372 nChanged 34
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	Iteration 146Q: 3 clusters Score -4262379 nChanged 31
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	Iteration 147Q: 3 clusters Score -4262379 nChanged 29
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	Iteration 148Q: 3 clusters Score -4262384 nChanged 31
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	Iteration 149Q: 3 clusters Score -4262398 nChanged 35
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	Iteration 150Q: 3 clusters Score -4262406 nChanged 36
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	Iteration 151Q: 3 clusters Score -4262414 nChanged 37
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	Iteration 152Q: 3 clusters Score -4262435 nChanged 43
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	Iteration 153Q: 3 clusters Score -4262448 nChanged 34
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	Iteration 154Q: 3 clusters Score -4262456 nChanged 46
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	Iteration 155Q: 3 clusters Score -4262470 nChanged 41
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Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4262487.000000 Penalty: 5158.224121
	Iteration 156Q: 3 clusters Score -4262487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4262493.500000 Penalty: 5158.224121
	Iteration 157Q: 3 clusters Score -4262494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4262498.500000 Penalty: 5158.224121
	Iteration 158Q: 3 clusters Score -4262498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4262509.500000 Penalty: 5158.224121
	Iteration 159Q: 3 clusters Score -4262510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4262513.000000 Penalty: 5158.224121
	Iteration 160F: 3 clusters Score -4262513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4262520.500000 Penalty: 5158.224121
	Iteration 161Q: 3 clusters Score -4262520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4262527.000000 Penalty: 5158.224121
	Iteration 162Q: 3 clusters Score -4262527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4262534.000000 Penalty: 5158.224121
	Iteration 163Q: 3 clusters Score -4262534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4262535.000000 Penalty: 5158.224121
	Iteration 164Q: 3 clusters Score -4262535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4262535.500000 Penalty: 5158.224121
	Iteration 165Q: 3 clusters Score -4262536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4262543.500000 Penalty: 5158.224121
	Iteration 166Q: 3 clusters Score -4262544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4262547.500000 Penalty: 5158.224121
	Iteration 167Q: 3 clusters Score -4262548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4262547.500000 Penalty: 5158.224121
	Iteration 168Q: 3 clusters Score -4262548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4262549.500000 Penalty: 5158.224121
	Iteration 169Q: 3 clusters Score -4262550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4262557.000000 Penalty: 5158.224121
	Iteration 170Q: 3 clusters Score -4262557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4262574.000000 Penalty: 5158.224121
	Iteration 171Q: 3 clusters Score -4262574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4262575.000000 Penalty: 5158.224121
	Iteration 172Q: 3 clusters Score -4262575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4262574.000000 Penalty: 5158.224121
	Iteration 173Q: 3 clusters Score -4262574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4262578.500000 Penalty: 5158.224121
	Iteration 174Q: 3 clusters Score -4262578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4262580.000000 Penalty: 5158.224121
	Iteration 175Q: 3 clusters Score -4262580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4262586.000000 Penalty: 5158.224121
	Iteration 176Q: 3 clusters Score -4262586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4262587.000000 Penalty: 5158.224121
	Iteration 177Q: 3 clusters Score -4262587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4262585.000000 Penalty: 5158.224121
	Iteration 178Q: 3 clusters Score -4262585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4262585.000000 Penalty: 5158.224121
	Iteration 179F: 3 clusters Score -4262585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Entering Unmasked Estep 
Score: -688790.687500 Penalty: 2132.861084
	Iteration 0F: 2 clusters Score -688790.7 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 2740 members 
Entering Unmasked Estep 
Score: -683999.875000 Penalty: 4265.722168
	Iteration 0F: 3 clusters Score -683999.9 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -685126.125000 Penalty: 4265.722168
	Iteration 1F: 3 clusters Score -685126.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -685338.312500 Penalty: 4265.722168
	Iteration 2F: 3 clusters Score -685338.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -685492.062500 Penalty: 4265.722168
	Iteration 3F: 3 clusters Score -685492.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -685605.562500 Penalty: 4265.722168
	Iteration 4Q: 3 clusters Score -685605.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -685677.000000 Penalty: 4265.722168
	Iteration 5Q: 3 clusters Score -685677 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -685741.125000 Penalty: 4265.722168
	Iteration 6Q: 3 clusters Score -685741.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -685795.812500 Penalty: 4265.722168
	Iteration 7Q: 3 clusters Score -685795.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -685841.875000 Penalty: 4265.722168
	Iteration 8Q: 3 clusters Score -685841.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -685874.250000 Penalty: 4265.722168
	Iteration 9Q: 3 clusters Score -685874.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -685910.750000 Penalty: 4265.722168
	Iteration 10Q: 3 clusters Score -685910.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -685952.250000 Penalty: 4265.722168
	Iteration 11Q: 3 clusters Score -685952.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -685978.437500 Penalty: 4265.722168
	Iteration 12Q: 3 clusters Score -685978.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -686007.250000 Penalty: 4265.722168
	Iteration 13Q: 3 clusters Score -686007.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -686044.000000 Penalty: 4265.722168
	Iteration 14Q: 3 clusters Score -686044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -686079.000000 Penalty: 4265.722168
	Iteration 15Q: 3 clusters Score -686079 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -686116.375000 Penalty: 4265.722168
	Iteration 16Q: 3 clusters Score -686116.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -686158.750000 Penalty: 4265.722168
	Iteration 17Q: 3 clusters Score -686158.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -686196.937500 Penalty: 4265.722168
	Iteration 18Q: 3 clusters Score -686196.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -686230.437500 Penalty: 4265.722168
	Iteration 19Q: 3 clusters Score -686230.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -686266.562500 Penalty: 4265.722168
	Iteration 20F: 3 clusters Score -686266.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -686295.625000 Penalty: 4265.722168
	Iteration 21Q: 3 clusters Score -686295.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -686325.562500 Penalty: 4265.722168
	Iteration 22Q: 3 clusters Score -686325.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -686353.062500 Penalty: 4265.722168
	Iteration 23Q: 3 clusters Score -686353.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -686382.437500 Penalty: 4265.722168
	Iteration 24Q: 3 clusters Score -686382.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -686407.750000 Penalty: 4265.722168
	Iteration 25Q: 3 clusters Score -686407.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -686442.250000 Penalty: 4265.722168
	Iteration 26Q: 3 clusters Score -686442.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -686472.562500 Penalty: 4265.722168
	Iteration 27Q: 3 clusters Score -686472.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -686505.500000 Penalty: 4265.722168
	Iteration 28Q: 3 clusters Score -686505.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -686538.500000 Penalty: 4265.722168
	Iteration 29Q: 3 clusters Score -686538.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -686566.687500 Penalty: 4265.722168
	Iteration 30Q: 3 clusters Score -686566.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -686602.437500 Penalty: 4265.722168
	Iteration 31Q: 3 clusters Score -686602.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -686639.312500 Penalty: 4265.722168
	Iteration 32Q: 3 clusters Score -686639.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -686658.625000 Penalty: 4265.722168
	Iteration 33Q: 3 clusters Score -686658.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -686681.625000 Penalty: 4265.722168
	Iteration 34Q: 3 clusters Score -686681.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -686695.250000 Penalty: 4265.722168
	Iteration 35Q: 3 clusters Score -686695.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -686709.500000 Penalty: 4265.722168
	Iteration 36Q: 3 clusters Score -686709.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -686723.500000 Penalty: 4265.722168
	Iteration 37Q: 3 clusters Score -686723.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -686731.125000 Penalty: 4265.722168
	Iteration 38Q: 3 clusters Score -686731.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -686736.437500 Penalty: 4265.722168
	Iteration 39Q: 3 clusters Score -686736.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -686740.437500 Penalty: 4265.722168
	Iteration 40F: 3 clusters Score -686740.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -686742.937500 Penalty: 4265.722168
	Iteration 41Q: 3 clusters Score -686742.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -686746.062500 Penalty: 4265.722168
	Iteration 42Q: 3 clusters Score -686746.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -686748.875000 Penalty: 4265.722168
	Iteration 43Q: 3 clusters Score -686748.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -686749.937500 Penalty: 4265.722168
	Iteration 44Q: 3 clusters Score -686749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -686752.687500 Penalty: 4265.722168
	Iteration 45Q: 3 clusters Score -686752.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -686753.312500 Penalty: 4265.722168
	Iteration 46Q: 3 clusters Score -686753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -686754.375000 Penalty: 4265.722168
	Iteration 47Q: 3 clusters Score -686754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -686760.437500 Penalty: 4265.722168
	Iteration 48Q: 3 clusters Score -686760.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -686766.375000 Penalty: 4265.722168
	Iteration 49Q: 3 clusters Score -686766.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -686771.062500 Penalty: 4265.722168
	Iteration 50Q: 3 clusters Score -686771.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -686772.562500 Penalty: 4265.722168
	Iteration 51Q: 3 clusters Score -686772.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -686783.500000 Penalty: 4265.722168
	Iteration 52Q: 3 clusters Score -686783.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -686787.562500 Penalty: 4265.722168
	Iteration 53Q: 3 clusters Score -686787.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -686788.875000 Penalty: 4265.722168
	Iteration 54Q: 3 clusters Score -686788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -686790.687500 Penalty: 4265.722168
	Iteration 55Q: 3 clusters Score -686790.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -686793.437500 Penalty: 4265.722168
	Iteration 56Q: 3 clusters Score -686793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -686794.812500 Penalty: 4265.722168
	Iteration 57Q: 3 clusters Score -686794.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -686797.750000 Penalty: 4265.722168
	Iteration 58Q: 3 clusters Score -686797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -686801.375000 Penalty: 4265.722168
	Iteration 59Q: 3 clusters Score -686801.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -686803.562500 Penalty: 4265.722168
	Iteration 60F: 3 clusters Score -686803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -686805.750000 Penalty: 4265.722168
	Iteration 61Q: 3 clusters Score -686805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -686809.500000 Penalty: 4265.722168
	Iteration 62Q: 3 clusters Score -686809.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -686809.562500 Penalty: 4265.722168
	Iteration 63Q: 3 clusters Score -686809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -686812.562500 Penalty: 4265.722168
	Iteration 64Q: 3 clusters Score -686812.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -686816.562500 Penalty: 4265.722168
	Iteration 65Q: 3 clusters Score -686816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -686820.437500 Penalty: 4265.722168
	Iteration 66Q: 3 clusters Score -686820.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -686823.562500 Penalty: 4265.722168
	Iteration 67Q: 3 clusters Score -686823.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -686826.312500 Penalty: 4265.722168
	Iteration 68Q: 3 clusters Score -686826.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -686828.312500 Penalty: 4265.722168
	Iteration 69Q: 3 clusters Score -686828.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -686831.875000 Penalty: 4265.722168
	Iteration 70Q: 3 clusters Score -686831.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -686831.312500 Penalty: 4265.722168
	Iteration 71Q: 3 clusters Score -686831.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -686833.562500 Penalty: 4265.722168
	Iteration 72Q: 3 clusters Score -686833.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -686834.187500 Penalty: 4265.722168
	Iteration 73Q: 3 clusters Score -686834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -686836.562500 Penalty: 4265.722168
	Iteration 74Q: 3 clusters Score -686836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -686837.812500 Penalty: 4265.722168
	Iteration 75Q: 3 clusters Score -686837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -686837.187500 Penalty: 4265.722168
	Iteration 76Q: 3 clusters Score -686837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -686842.625000 Penalty: 4265.722168
	Iteration 77Q: 3 clusters Score -686842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -686842.125000 Penalty: 4265.722168
	Iteration 78Q: 3 clusters Score -686842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -686844.875000 Penalty: 4265.722168
	Iteration 79Q: 3 clusters Score -686844.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -686846.125000 Penalty: 4265.722168
	Iteration 80F: 3 clusters Score -686846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -686849.375000 Penalty: 4265.722168
	Iteration 81Q: 3 clusters Score -686849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -686849.937500 Penalty: 4265.722168
	Iteration 82Q: 3 clusters Score -686849.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -686850.812500 Penalty: 4265.722168
	Iteration 83Q: 3 clusters Score -686850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -686850.875000 Penalty: 4265.722168
	Iteration 84Q: 3 clusters Score -686850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -686851.250000 Penalty: 4265.722168
	Iteration 85Q: 3 clusters Score -686851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -686852.437500 Penalty: 4265.722168
	Iteration 86Q: 3 clusters Score -686852.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -686852.437500 Penalty: 4265.722168
	Iteration 87F: 3 clusters Score -686852.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Entering Unmasked Estep 
Score: -1632825.750000 Penalty: 2337.771729
	Iteration 0F: 2 clusters Score -1632826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1623606.500000 Penalty: 4675.543457
	Iteration 0F: 3 clusters Score -1623606 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1626411.500000 Penalty: 4675.543457
	Iteration 1F: 3 clusters Score -1626412 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1626805.375000 Penalty: 4675.543457
	Iteration 2F: 3 clusters Score -1626805 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1627118.250000 Penalty: 4675.543457
	Iteration 3F: 3 clusters Score -1627118 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1627396.625000 Penalty: 4675.543457
	Iteration 4Q: 3 clusters Score -1627397 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1627653.875000 Penalty: 4675.543457
	Iteration 5Q: 3 clusters Score -1627654 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1627891.875000 Penalty: 4675.543457
	Iteration 6Q: 3 clusters Score -1627892 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1628139.125000 Penalty: 4675.543457
	Iteration 7Q: 3 clusters Score -1628139 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1628432.500000 Penalty: 4675.543457
	Iteration 8Q: 3 clusters Score -1628432 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1628741.500000 Penalty: 4675.543457
	Iteration 9Q: 3 clusters Score -1628742 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1629069.250000 Penalty: 4675.543457
	Iteration 10Q: 3 clusters Score -1629069 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1629436.750000 Penalty: 4675.543457
	Iteration 11Q: 3 clusters Score -1629437 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1629751.500000 Penalty: 4675.543457
	Iteration 12Q: 3 clusters Score -1629752 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1629919.375000 Penalty: 4675.543457
	Iteration 13Q: 3 clusters Score -1629919 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1630015.000000 Penalty: 4675.543457
	Iteration 14Q: 3 clusters Score -1630015 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1630063.375000 Penalty: 4675.543457
	Iteration 15Q: 3 clusters Score -1630063 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1630091.250000 Penalty: 4675.543457
	Iteration 16Q: 3 clusters Score -1630091 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1630113.250000 Penalty: 4675.543457
	Iteration 17Q: 3 clusters Score -1630113 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1630131.375000 Penalty: 4675.543457
	Iteration 18Q: 3 clusters Score -1630131 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1630142.750000 Penalty: 4675.543457
	Iteration 19Q: 3 clusters Score -1630143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1630154.875000 Penalty: 4675.543457
	Iteration 20F: 3 clusters Score -1630155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1630160.375000 Penalty: 4675.543457
	Iteration 21Q: 3 clusters Score -1630160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1630171.875000 Penalty: 4675.543457
	Iteration 22Q: 3 clusters Score -1630172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1630186.750000 Penalty: 4675.543457
	Iteration 23Q: 3 clusters Score -1630187 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1630206.250000 Penalty: 4675.543457
	Iteration 24Q: 3 clusters Score -1630206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1630212.500000 Penalty: 4675.543457
	Iteration 25Q: 3 clusters Score -1630212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1630225.625000 Penalty: 4675.543457
	Iteration 26Q: 3 clusters Score -1630226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1630233.250000 Penalty: 4675.543457
	Iteration 27Q: 3 clusters Score -1630233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1630243.375000 Penalty: 4675.543457
	Iteration 28Q: 3 clusters Score -1630243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1630248.750000 Penalty: 4675.543457
	Iteration 29Q: 3 clusters Score -1630249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1630262.250000 Penalty: 4675.543457
	Iteration 30Q: 3 clusters Score -1630262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1630263.750000 Penalty: 4675.543457
	Iteration 31Q: 3 clusters Score -1630264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1630268.750000 Penalty: 4675.543457
	Iteration 32Q: 3 clusters Score -1630269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1630280.500000 Penalty: 4675.543457
	Iteration 33Q: 3 clusters Score -1630280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1630283.250000 Penalty: 4675.543457
	Iteration 34Q: 3 clusters Score -1630283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1630287.625000 Penalty: 4675.543457
	Iteration 35Q: 3 clusters Score -1630288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1630289.125000 Penalty: 4675.543457
	Iteration 36Q: 3 clusters Score -1630289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1630292.500000 Penalty: 4675.543457
	Iteration 37Q: 3 clusters Score -1630292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1630299.625000 Penalty: 4675.543457
	Iteration 38Q: 3 clusters Score -1630300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1630305.625000 Penalty: 4675.543457
	Iteration 39Q: 3 clusters Score -1630306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1630308.750000 Penalty: 4675.543457
	Iteration 40F: 3 clusters Score -1630309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1630320.000000 Penalty: 4675.543457
	Iteration 41Q: 3 clusters Score -1630320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1630328.125000 Penalty: 4675.543457
	Iteration 42Q: 3 clusters Score -1630328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1630337.125000 Penalty: 4675.543457
	Iteration 43Q: 3 clusters Score -1630337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1630337.875000 Penalty: 4675.543457
	Iteration 44Q: 3 clusters Score -1630338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1630338.250000 Penalty: 4675.543457
	Iteration 45Q: 3 clusters Score -1630338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1630339.125000 Penalty: 4675.543457
	Iteration 46Q: 3 clusters Score -1630339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1630348.000000 Penalty: 4675.543457
	Iteration 47Q: 3 clusters Score -1630348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1630352.750000 Penalty: 4675.543457
	Iteration 48Q: 3 clusters Score -1630353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1630353.500000 Penalty: 4675.543457
	Iteration 49Q: 3 clusters Score -1630354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1630358.625000 Penalty: 4675.543457
	Iteration 50Q: 3 clusters Score -1630359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1630362.375000 Penalty: 4675.543457
	Iteration 51Q: 3 clusters Score -1630362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1630360.250000 Penalty: 4675.543457
	Iteration 52Q: 3 clusters Score -1630360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1630359.125000 Penalty: 4675.543457
	Iteration 53Q: 3 clusters Score -1630359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1630360.625000 Penalty: 4675.543457
	Iteration 54Q: 3 clusters Score -1630361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1630365.250000 Penalty: 4675.543457
	Iteration 55Q: 3 clusters Score -1630365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1630364.625000 Penalty: 4675.543457
	Iteration 56Q: 3 clusters Score -1630365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1630366.000000 Penalty: 4675.543457
	Iteration 57Q: 3 clusters Score -1630366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1630366.125000 Penalty: 4675.543457
	Iteration 58Q: 3 clusters Score -1630366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1630365.625000 Penalty: 4675.543457
	Iteration 59Q: 3 clusters Score -1630366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1630369.250000 Penalty: 4675.543457
	Iteration 60F: 3 clusters Score -1630369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1630374.000000 Penalty: 4675.543457
	Iteration 61Q: 3 clusters Score -1630374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1630373.875000 Penalty: 4675.543457
	Iteration 62Q: 3 clusters Score -1630374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1630370.750000 Penalty: 4675.543457
	Iteration 63Q: 3 clusters Score -1630371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1630370.375000 Penalty: 4675.543457
	Iteration 64Q: 3 clusters Score -1630370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1630371.250000 Penalty: 4675.543457
	Iteration 65Q: 3 clusters Score -1630371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1630373.500000 Penalty: 4675.543457
	Iteration 66Q: 3 clusters Score -1630374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1630376.500000 Penalty: 4675.543457
	Iteration 67Q: 3 clusters Score -1630376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1630381.000000 Penalty: 4675.543457
	Iteration 68Q: 3 clusters Score -1630381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1630383.000000 Penalty: 4675.543457
	Iteration 69Q: 3 clusters Score -1630383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1630393.000000 Penalty: 4675.543457
	Iteration 70Q: 3 clusters Score -1630393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1630392.750000 Penalty: 4675.543457
	Iteration 71Q: 3 clusters Score -1630393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1630400.625000 Penalty: 4675.543457
	Iteration 72Q: 3 clusters Score -1630401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1630409.125000 Penalty: 4675.543457
	Iteration 73Q: 3 clusters Score -1630409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1630418.625000 Penalty: 4675.543457
	Iteration 74Q: 3 clusters Score -1630419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1630425.000000 Penalty: 4675.543457
	Iteration 75Q: 3 clusters Score -1630425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1630434.375000 Penalty: 4675.543457
	Iteration 76Q: 3 clusters Score -1630434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1630451.125000 Penalty: 4675.543457
	Iteration 77Q: 3 clusters Score -1630451 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1630466.000000 Penalty: 4675.543457
	Iteration 78Q: 3 clusters Score -1630466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1630474.750000 Penalty: 4675.543457
	Iteration 79Q: 3 clusters Score -1630475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1630484.500000 Penalty: 4675.543457
	Iteration 80F: 3 clusters Score -1630484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1630502.875000 Penalty: 4675.543457
	Iteration 81Q: 3 clusters Score -1630503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1630509.375000 Penalty: 4675.543457
	Iteration 82Q: 3 clusters Score -1630509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1630515.250000 Penalty: 4675.543457
	Iteration 83Q: 3 clusters Score -1630515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1630524.500000 Penalty: 4675.543457
	Iteration 84Q: 3 clusters Score -1630524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1630532.375000 Penalty: 4675.543457
	Iteration 85Q: 3 clusters Score -1630532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1630541.250000 Penalty: 4675.543457
	Iteration 86Q: 3 clusters Score -1630541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1630543.375000 Penalty: 4675.543457
	Iteration 87Q: 3 clusters Score -1630543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1630550.625000 Penalty: 4675.543457
	Iteration 88Q: 3 clusters Score -1630551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1630550.625000 Penalty: 4675.543457
	Iteration 89Q: 3 clusters Score -1630551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1630555.250000 Penalty: 4675.543457
	Iteration 90Q: 3 clusters Score -1630555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1630557.750000 Penalty: 4675.543457
	Iteration 91Q: 3 clusters Score -1630558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1630561.125000 Penalty: 4675.543457
	Iteration 92Q: 3 clusters Score -1630561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1630560.875000 Penalty: 4675.543457
	Iteration 93Q: 3 clusters Score -1630561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1630561.875000 Penalty: 4675.543457
	Iteration 94Q: 3 clusters Score -1630562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1630563.125000 Penalty: 4675.543457
	Iteration 95Q: 3 clusters Score -1630563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1630562.625000 Penalty: 4675.543457
	Iteration 96Q: 3 clusters Score -1630563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1630560.375000 Penalty: 4675.543457
	Iteration 97Q: 3 clusters Score -1630560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1630560.375000 Penalty: 4675.543457
	Iteration 98F: 3 clusters Score -1630560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Entering Unmasked Estep 
Score: -7143124.000000 Penalty: 2706.436279
	Iteration 0F: 2 clusters Score -7143124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -7106069.500000 Penalty: 5412.872559
	Iteration 0F: 3 clusters Score -7106070 nChanged 25452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -7120107.500000 Penalty: 5412.872559
	Iteration 1F: 3 clusters Score -7120108 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -7120637.500000 Penalty: 5412.872559
	Iteration 2Q: 3 clusters Score -7120638 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -7121288.000000 Penalty: 5412.872559
	Iteration 3Q: 3 clusters Score -7121288 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -7122109.500000 Penalty: 5412.872559
	Iteration 4Q: 3 clusters Score -7122110 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -7123438.500000 Penalty: 5412.872559
	Iteration 5Q: 3 clusters Score -7123438 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -7125348.500000 Penalty: 5412.872559
	Iteration 6F: 3 clusters Score -7125348 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -7128285.000000 Penalty: 5412.872559
	Iteration 7F: 3 clusters Score -7128285 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -7131965.000000 Penalty: 5412.872559
	Iteration 8F: 3 clusters Score -7131965 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -7135606.000000 Penalty: 5412.872559
	Iteration 9F: 3 clusters Score -7135606 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -7138237.500000 Penalty: 5412.872559
	Iteration 10F: 3 clusters Score -7138238 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7139522.500000 Penalty: 5412.872559
	Iteration 11Q: 3 clusters Score -7139522 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7140089.000000 Penalty: 5412.872559
	Iteration 12Q: 3 clusters Score -7140089 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7140399.000000 Penalty: 5412.872559
	Iteration 13Q: 3 clusters Score -7140399 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7140568.000000 Penalty: 5412.872559
	Iteration 14Q: 3 clusters Score -7140568 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7140633.500000 Penalty: 5412.872559
	Iteration 15Q: 3 clusters Score -7140634 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7140669.500000 Penalty: 5412.872559
	Iteration 16Q: 3 clusters Score -7140670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7140693.000000 Penalty: 5412.872559
	Iteration 17Q: 3 clusters Score -7140693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7140726.500000 Penalty: 5412.872559
	Iteration 18Q: 3 clusters Score -7140726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7140739.500000 Penalty: 5412.872559
	Iteration 19Q: 3 clusters Score -7140740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7140754.500000 Penalty: 5412.872559
	Iteration 20F: 3 clusters Score -7140754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7140770.500000 Penalty: 5412.872559
	Iteration 21Q: 3 clusters Score -7140770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7140772.500000 Penalty: 5412.872559
	Iteration 22Q: 3 clusters Score -7140772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7140775.500000 Penalty: 5412.872559
	Iteration 23Q: 3 clusters Score -7140776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7140771.500000 Penalty: 5412.872559
	Iteration 24Q: 3 clusters Score -7140772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7140775.000000 Penalty: 5412.872559
	Iteration 25Q: 3 clusters Score -7140775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7140777.000000 Penalty: 5412.872559
	Iteration 26Q: 3 clusters Score -7140777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7140778.000000 Penalty: 5412.872559
	Iteration 27Q: 3 clusters Score -7140778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7140778.000000 Penalty: 5412.872559
	Iteration 28Q: 3 clusters Score -7140778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7140780.500000 Penalty: 5412.872559
	Iteration 29Q: 3 clusters Score -7140780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7140781.000000 Penalty: 5412.872559
	Iteration 30Q: 3 clusters Score -7140781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7140778.000000 Penalty: 5412.872559
	Iteration 31Q: 3 clusters Score -7140778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7140777.000000 Penalty: 5412.872559
	Iteration 32Q: 3 clusters Score -7140777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7140781.000000 Penalty: 5412.872559
	Iteration 33Q: 3 clusters Score -7140781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7140776.000000 Penalty: 5412.872559
	Iteration 34Q: 3 clusters Score -7140776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7140788.500000 Penalty: 5412.872559
	Iteration 35Q: 3 clusters Score -7140788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7140795.500000 Penalty: 5412.872559
	Iteration 36Q: 3 clusters Score -7140796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7140797.500000 Penalty: 5412.872559
	Iteration 37Q: 3 clusters Score -7140798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7140798.000000 Penalty: 5412.872559
	Iteration 38Q: 3 clusters Score -7140798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7140800.000000 Penalty: 5412.872559
	Iteration 39Q: 3 clusters Score -7140800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7140800.000000 Penalty: 5412.872559
	Iteration 40F: 3 clusters Score -7140800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Entering Unmasked Estep 
Score: -1518188.000000 Penalty: 2328.053711
	Iteration 0F: 2 clusters Score -1518188 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 5927 members 
Entering Unmasked Estep 
Score: -1509270.750000 Penalty: 4656.107422
	Iteration 0F: 3 clusters Score -1509271 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1511907.375000 Penalty: 4656.107422
	Iteration 1F: 3 clusters Score -1511907 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1512224.250000 Penalty: 4656.107422
	Iteration 2F: 3 clusters Score -1512224 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1512446.375000 Penalty: 4656.107422
	Iteration 3Q: 3 clusters Score -1512446 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1512644.250000 Penalty: 4656.107422
	Iteration 4Q: 3 clusters Score -1512644 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1512820.000000 Penalty: 4656.107422
	Iteration 5Q: 3 clusters Score -1512820 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1512959.000000 Penalty: 4656.107422
	Iteration 6Q: 3 clusters Score -1512959 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1513109.500000 Penalty: 4656.107422
	Iteration 7Q: 3 clusters Score -1513110 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1513285.250000 Penalty: 4656.107422
	Iteration 8Q: 3 clusters Score -1513285 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1513508.250000 Penalty: 4656.107422
	Iteration 9Q: 3 clusters Score -1513508 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1513770.625000 Penalty: 4656.107422
	Iteration 10Q: 3 clusters Score -1513771 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1514050.000000 Penalty: 4656.107422
	Iteration 11Q: 3 clusters Score -1514050 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1514363.000000 Penalty: 4656.107422
	Iteration 12Q: 3 clusters Score -1514363 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1514733.000000 Penalty: 4656.107422
	Iteration 13Q: 3 clusters Score -1514733 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1515107.625000 Penalty: 4656.107422
	Iteration 14Q: 3 clusters Score -1515108 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1515418.500000 Penalty: 4656.107422
	Iteration 15Q: 3 clusters Score -1515418 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1515637.000000 Penalty: 4656.107422
	Iteration 16Q: 3 clusters Score -1515637 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1515823.750000 Penalty: 4656.107422
	Iteration 17Q: 3 clusters Score -1515824 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1515973.125000 Penalty: 4656.107422
	Iteration 18Q: 3 clusters Score -1515973 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1516053.250000 Penalty: 4656.107422
	Iteration 19Q: 3 clusters Score -1516053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1516106.125000 Penalty: 4656.107422
	Iteration 20F: 3 clusters Score -1516106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1516133.375000 Penalty: 4656.107422
	Iteration 21Q: 3 clusters Score -1516133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1516166.125000 Penalty: 4656.107422
	Iteration 22Q: 3 clusters Score -1516166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1516187.875000 Penalty: 4656.107422
	Iteration 23Q: 3 clusters Score -1516188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1516202.250000 Penalty: 4656.107422
	Iteration 24Q: 3 clusters Score -1516202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1516207.250000 Penalty: 4656.107422
	Iteration 25Q: 3 clusters Score -1516207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1516219.750000 Penalty: 4656.107422
	Iteration 26Q: 3 clusters Score -1516220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1516234.250000 Penalty: 4656.107422
	Iteration 27Q: 3 clusters Score -1516234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1516242.875000 Penalty: 4656.107422
	Iteration 28Q: 3 clusters Score -1516243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1516248.750000 Penalty: 4656.107422
	Iteration 29Q: 3 clusters Score -1516249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1516260.375000 Penalty: 4656.107422
	Iteration 30Q: 3 clusters Score -1516260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1516265.250000 Penalty: 4656.107422
	Iteration 31Q: 3 clusters Score -1516265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1516270.875000 Penalty: 4656.107422
	Iteration 32Q: 3 clusters Score -1516271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1516275.375000 Penalty: 4656.107422
	Iteration 33Q: 3 clusters Score -1516275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1516277.250000 Penalty: 4656.107422
	Iteration 34Q: 3 clusters Score -1516277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1516280.250000 Penalty: 4656.107422
	Iteration 35Q: 3 clusters Score -1516280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1516283.500000 Penalty: 4656.107422
	Iteration 36Q: 3 clusters Score -1516284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1516285.375000 Penalty: 4656.107422
	Iteration 37Q: 3 clusters Score -1516285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1516285.375000 Penalty: 4656.107422
	Iteration 38F: 3 clusters Score -1516285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Entering Unmasked Estep 
Score: -6040341.500000 Penalty: 2663.089600
	Iteration 0F: 2 clusters Score -6040342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -6009303.000000 Penalty: 5326.179199
	Iteration 0F: 3 clusters Score -6009303 nChanged 21133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -6021051.000000 Penalty: 5326.179199
	Iteration 1F: 3 clusters Score -6021051 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -6021691.000000 Penalty: 5326.179199
	Iteration 2Q: 3 clusters Score -6021691 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -6022419.000000 Penalty: 5326.179199
	Iteration 3Q: 3 clusters Score -6022419 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -6023463.500000 Penalty: 5326.179199
	Iteration 4Q: 3 clusters Score -6023464 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -6025034.500000 Penalty: 5326.179199
	Iteration 5F: 3 clusters Score -6025034 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -6027438.000000 Penalty: 5326.179199
	Iteration 6F: 3 clusters Score -6027438 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -6030508.000000 Penalty: 5326.179199
	Iteration 7F: 3 clusters Score -6030508 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -6033486.000000 Penalty: 5326.179199
	Iteration 8F: 3 clusters Score -6033486 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -6035745.000000 Penalty: 5326.179199
	Iteration 9F: 3 clusters Score -6035745 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -6036969.500000 Penalty: 5326.179199
	Iteration 10Q: 3 clusters Score -6036970 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -6037482.000000 Penalty: 5326.179199
	Iteration 11Q: 3 clusters Score -6037482 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -6037725.500000 Penalty: 5326.179199
	Iteration 12Q: 3 clusters Score -6037726 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -6037851.000000 Penalty: 5326.179199
	Iteration 13Q: 3 clusters Score -6037851 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -6037930.500000 Penalty: 5326.179199
	Iteration 14Q: 3 clusters Score -6037930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -6037989.500000 Penalty: 5326.179199
	Iteration 15Q: 3 clusters Score -6037990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -6038041.500000 Penalty: 5326.179199
	Iteration 16Q: 3 clusters Score -6038042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -6038072.500000 Penalty: 5326.179199
	Iteration 17Q: 3 clusters Score -6038072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -6038092.000000 Penalty: 5326.179199
	Iteration 18Q: 3 clusters Score -6038092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -6038102.500000 Penalty: 5326.179199
	Iteration 19Q: 3 clusters Score -6038102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -6038105.000000 Penalty: 5326.179199
	Iteration 20F: 3 clusters Score -6038105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -6038109.500000 Penalty: 5326.179199
	Iteration 21Q: 3 clusters Score -6038110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -6038112.500000 Penalty: 5326.179199
	Iteration 22Q: 3 clusters Score -6038112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -6038118.000000 Penalty: 5326.179199
	Iteration 23Q: 3 clusters Score -6038118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -6038116.000000 Penalty: 5326.179199
	Iteration 24Q: 3 clusters Score -6038116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -6038116.000000 Penalty: 5326.179199
	Iteration 25F: 3 clusters Score -6038116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (156853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156853 members 
Entering Unmasked Estep 
Score: -20288072.000000 Penalty: 2966.839844
	Iteration 0F: 2 clusters Score -2.028807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77909 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -20185244.000000 Penalty: 5933.679688
	Iteration 0F: 3 clusters Score -2.018524e+07 nChanged 75204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 86566 members 
Entering Unmasked Estep 
Score: -20230076.000000 Penalty: 5933.679688
	Iteration 1F: 3 clusters Score -2.023008e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 91707 members 
Entering Unmasked Estep 
Score: -20232390.000000 Penalty: 5933.679688
	Iteration 2Q: 3 clusters Score -2.023239e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 99359 members 
Entering Unmasked Estep 
Score: -20236576.000000 Penalty: 5933.679688
	Iteration 3F: 3 clusters Score -2.023658e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 110373 members 
Entering Unmasked Estep 
Score: -20244162.000000 Penalty: 5933.679688
	Iteration 4F: 3 clusters Score -2.024416e+07 nChanged 13845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 124194 members 
Entering Unmasked Estep 
Score: -20256028.000000 Penalty: 5933.679688
	Iteration 5F: 3 clusters Score -2.025603e+07 nChanged 13814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 137992 members 
Entering Unmasked Estep 
Score: -20268908.000000 Penalty: 5933.679688
	Iteration 6F: 3 clusters Score -2.026891e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 148031 members 
Entering Unmasked Estep 
Score: -20278660.000000 Penalty: 5933.679688
	Iteration 7F: 3 clusters Score -2.027866e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 153089 members 
Entering Unmasked Estep 
Score: -20282822.000000 Penalty: 5933.679688
	Iteration 8Q: 3 clusters Score -2.028282e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -20284442.000000 Penalty: 5933.679688
	Iteration 9Q: 3 clusters Score -2.028444e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 155824 members 
Entering Unmasked Estep 
Score: -20285044.000000 Penalty: 5933.679688
	Iteration 10Q: 3 clusters Score -2.028504e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 156060 members 
Entering Unmasked Estep 
Score: -20285276.000000 Penalty: 5933.679688
	Iteration 11Q: 3 clusters Score -2.028528e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 156159 members 
Entering Unmasked Estep 
Score: -20285392.000000 Penalty: 5933.679688
	Iteration 12Q: 3 clusters Score -2.028539e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 156211 members 
Entering Unmasked Estep 
Score: -20285488.000000 Penalty: 5933.679688
	Iteration 13Q: 3 clusters Score -2.028549e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 156242 members 
Entering Unmasked Estep 
Score: -20285508.000000 Penalty: 5933.679688
	Iteration 14Q: 3 clusters Score -2.028551e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 156266 members 
Entering Unmasked Estep 
Score: -20285526.000000 Penalty: 5933.679688
	Iteration 15Q: 3 clusters Score -2.028553e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 156285 members 
Entering Unmasked Estep 
Score: -20285592.000000 Penalty: 5933.679688
	Iteration 16Q: 3 clusters Score -2.028559e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 156296 members 
Entering Unmasked Estep 
Score: -20285578.000000 Penalty: 5933.679688
	Iteration 17Q: 3 clusters Score -2.028558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 156302 members 
Entering Unmasked Estep 
Score: -20285594.000000 Penalty: 5933.679688
	Iteration 18Q: 3 clusters Score -2.028559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 156303 members 
Entering Unmasked Estep 
Score: -20285622.000000 Penalty: 5933.679688
	Iteration 19Q: 3 clusters Score -2.028562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 156307 members 
Entering Unmasked Estep 
Score: -20285614.000000 Penalty: 5933.679688
	Iteration 20F: 3 clusters Score -2.028561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 156311 members 
Entering Unmasked Estep 
Score: -20285620.000000 Penalty: 5933.679688
	Iteration 21Q: 3 clusters Score -2.028562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 156316 members 
Entering Unmasked Estep 
Score: -20285644.000000 Penalty: 5933.679688
	Iteration 22Q: 3 clusters Score -2.028564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 156314 members 
Entering Unmasked Estep 
Score: -20285642.000000 Penalty: 5933.679688
	Iteration 23Q: 3 clusters Score -2.028564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 156316 members 
Entering Unmasked Estep 
Score: -20285648.000000 Penalty: 5933.679688
	Iteration 24Q: 3 clusters Score -2.028565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 156319 members 
Entering Unmasked Estep 
Score: -20285658.000000 Penalty: 5933.679688
	Iteration 25Q: 3 clusters Score -2.028566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 156320 members 
Entering Unmasked Estep 
Score: -20285668.000000 Penalty: 5933.679688
	Iteration 26Q: 3 clusters Score -2.028567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 156324 members 
Entering Unmasked Estep 
Score: -20285660.000000 Penalty: 5933.679688
	Iteration 27Q: 3 clusters Score -2.028566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 156326 members 
Entering Unmasked Estep 
Score: -20285658.000000 Penalty: 5933.679688
	Iteration 28Q: 3 clusters Score -2.028566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 156326 members 
Entering Unmasked Estep 
Score: -20285658.000000 Penalty: 5933.679688
	Iteration 29F: 3 clusters Score -2.028566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Entering Unmasked Estep 
Score: -9936666.000000 Penalty: 2789.774414
	Iteration 0F: 2 clusters Score -9936666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -9885033.000000 Penalty: 5579.548828
	Iteration 0F: 3 clusters Score -9885033 nChanged 35970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -9905309.000000 Penalty: 5579.548828
	Iteration 1F: 3 clusters Score -9905309 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -9905862.000000 Penalty: 5579.548828
	Iteration 2Q: 3 clusters Score -9905862 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -9906496.000000 Penalty: 5579.548828
	Iteration 3Q: 3 clusters Score -9906496 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -9907262.000000 Penalty: 5579.548828
	Iteration 4Q: 3 clusters Score -9907262 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -9908422.000000 Penalty: 5579.548828
	Iteration 5Q: 3 clusters Score -9908422 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -9910438.000000 Penalty: 5579.548828
	Iteration 6F: 3 clusters Score -9910438 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -9913924.000000 Penalty: 5579.548828
	Iteration 7F: 3 clusters Score -9913924 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -9919476.000000 Penalty: 5579.548828
	Iteration 8F: 3 clusters Score -9919476 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -9926043.000000 Penalty: 5579.548828
	Iteration 9F: 3 clusters Score -9926043 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -9930886.000000 Penalty: 5579.548828
	Iteration 10F: 3 clusters Score -9930886 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9933123.000000 Penalty: 5579.548828
	Iteration 11Q: 3 clusters Score -9933123 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9933761.000000 Penalty: 5579.548828
	Iteration 12Q: 3 clusters Score -9933761 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9933995.000000 Penalty: 5579.548828
	Iteration 13Q: 3 clusters Score -9933995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9934064.000000 Penalty: 5579.548828
	Iteration 14Q: 3 clusters Score -9934064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9934097.000000 Penalty: 5579.548828
	Iteration 15Q: 3 clusters Score -9934097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9934116.000000 Penalty: 5579.548828
	Iteration 16Q: 3 clusters Score -9934116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76604 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9934131.000000 Penalty: 5579.548828
	Iteration 17Q: 3 clusters Score -9934131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9934136.000000 Penalty: 5579.548828
	Iteration 18Q: 3 clusters Score -9934136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9934137.000000 Penalty: 5579.548828
	Iteration 19Q: 3 clusters Score -9934137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9934139.000000 Penalty: 5579.548828
	Iteration 20F: 3 clusters Score -9934139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9934152.000000 Penalty: 5579.548828
	Iteration 21Q: 3 clusters Score -9934152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9934151.000000 Penalty: 5579.548828
	Iteration 22Q: 3 clusters Score -9934151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9934168.000000 Penalty: 5579.548828
	Iteration 23Q: 3 clusters Score -9934168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9934166.000000 Penalty: 5579.548828
	Iteration 24Q: 3 clusters Score -9934166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9934177.000000 Penalty: 5579.548828
	Iteration 25Q: 3 clusters Score -9934177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9934179.000000 Penalty: 5579.548828
	Iteration 26Q: 3 clusters Score -9934179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9934179.000000 Penalty: 5579.548828
	Iteration 27F: 3 clusters Score -9934179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -96689.125000 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -96689.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94864.039062 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -94864.04 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95154.429688 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -95154.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95234.703125 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -95234.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95283.757812 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -95283.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95320.382812 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -95320.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95347.960938 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -95347.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95357.554688 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -95357.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95362.007812 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -95362.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95366.554688 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -95366.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95367.726562 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -95367.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95371.789062 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -95371.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -95372.914062 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -95372.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95377.968750 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -95377.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95378.726562 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -95378.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95378.726562 Penalty: 3329.023193
	Iteration 14F: 3 clusters Score -95378.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Entering Unmasked Estep 
Score: -969288.812500 Penalty: 2248.398682
	Iteration 0F: 2 clusters Score -969288.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -962465.187500 Penalty: 4496.797363
	Iteration 0F: 3 clusters Score -962465.2 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -964406.000000 Penalty: 4496.797363
	Iteration 1F: 3 clusters Score -964406 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -964760.375000 Penalty: 4496.797363
	Iteration 2F: 3 clusters Score -964760.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -965062.125000 Penalty: 4496.797363
	Iteration 3F: 3 clusters Score -965062.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -965344.750000 Penalty: 4496.797363
	Iteration 4F: 3 clusters Score -965344.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -965583.062500 Penalty: 4496.797363
	Iteration 5Q: 3 clusters Score -965583.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -965811.312500 Penalty: 4496.797363
	Iteration 6Q: 3 clusters Score -965811.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -966061.375000 Penalty: 4496.797363
	Iteration 7Q: 3 clusters Score -966061.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -966314.125000 Penalty: 4496.797363
	Iteration 8Q: 3 clusters Score -966314.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -966554.062500 Penalty: 4496.797363
	Iteration 9Q: 3 clusters Score -966554.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -966763.187500 Penalty: 4496.797363
	Iteration 10Q: 3 clusters Score -966763.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -966958.750000 Penalty: 4496.797363
	Iteration 11Q: 3 clusters Score -966958.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -967188.750000 Penalty: 4496.797363
	Iteration 12Q: 3 clusters Score -967188.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -967368.250000 Penalty: 4496.797363
	Iteration 13Q: 3 clusters Score -967368.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -967502.875000 Penalty: 4496.797363
	Iteration 14Q: 3 clusters Score -967502.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -967637.375000 Penalty: 4496.797363
	Iteration 15Q: 3 clusters Score -967637.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -967754.250000 Penalty: 4496.797363
	Iteration 16Q: 3 clusters Score -967754.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -967854.312500 Penalty: 4496.797363
	Iteration 17Q: 3 clusters Score -967854.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -967937.750000 Penalty: 4496.797363
	Iteration 18Q: 3 clusters Score -967937.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -968007.125000 Penalty: 4496.797363
	Iteration 19Q: 3 clusters Score -968007.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -968077.750000 Penalty: 4496.797363
	Iteration 20F: 3 clusters Score -968077.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -968159.375000 Penalty: 4496.797363
	Iteration 21Q: 3 clusters Score -968159.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -968226.937500 Penalty: 4496.797363
	Iteration 22Q: 3 clusters Score -968226.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -968281.250000 Penalty: 4496.797363
	Iteration 23Q: 3 clusters Score -968281.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -968330.000000 Penalty: 4496.797363
	Iteration 24Q: 3 clusters Score -968330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -968380.000000 Penalty: 4496.797363
	Iteration 25Q: 3 clusters Score -968380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -968415.312500 Penalty: 4496.797363
	Iteration 26Q: 3 clusters Score -968415.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -968438.125000 Penalty: 4496.797363
	Iteration 27Q: 3 clusters Score -968438.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -968458.812500 Penalty: 4496.797363
	Iteration 28Q: 3 clusters Score -968458.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -968475.875000 Penalty: 4496.797363
	Iteration 29Q: 3 clusters Score -968475.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -968493.062500 Penalty: 4496.797363
	Iteration 30Q: 3 clusters Score -968493.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -968503.625000 Penalty: 4496.797363
	Iteration 31Q: 3 clusters Score -968503.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -968514.125000 Penalty: 4496.797363
	Iteration 32Q: 3 clusters Score -968514.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -968517.625000 Penalty: 4496.797363
	Iteration 33Q: 3 clusters Score -968517.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -968524.625000 Penalty: 4496.797363
	Iteration 34Q: 3 clusters Score -968524.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -968530.312500 Penalty: 4496.797363
	Iteration 35Q: 3 clusters Score -968530.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -968533.562500 Penalty: 4496.797363
	Iteration 36Q: 3 clusters Score -968533.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -968537.500000 Penalty: 4496.797363
	Iteration 37Q: 3 clusters Score -968537.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -968544.187500 Penalty: 4496.797363
	Iteration 38Q: 3 clusters Score -968544.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -968545.812500 Penalty: 4496.797363
	Iteration 39Q: 3 clusters Score -968545.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -968549.125000 Penalty: 4496.797363
	Iteration 40F: 3 clusters Score -968549.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -968551.500000 Penalty: 4496.797363
	Iteration 41Q: 3 clusters Score -968551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -968552.375000 Penalty: 4496.797363
	Iteration 42Q: 3 clusters Score -968552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -968557.062500 Penalty: 4496.797363
	Iteration 43Q: 3 clusters Score -968557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -968559.062500 Penalty: 4496.797363
	Iteration 44Q: 3 clusters Score -968559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -968561.000000 Penalty: 4496.797363
	Iteration 45Q: 3 clusters Score -968561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -968563.500000 Penalty: 4496.797363
	Iteration 46Q: 3 clusters Score -968563.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -968562.437500 Penalty: 4496.797363
	Iteration 47Q: 3 clusters Score -968562.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -968562.437500 Penalty: 4496.797363
	Iteration 48F: 3 clusters Score -968562.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (275396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275396 members 
Entering Unmasked Estep 
Score: -35531156.000000 Penalty: 3106.439453
	Iteration 0F: 2 clusters Score -3.553116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137600 members 
Mstep: Class 2 contains 137796 members 
Entering Unmasked Estep 
Score: -35360720.000000 Penalty: 6212.878906
	Iteration 0F: 3 clusters Score -3.536072e+07 nChanged 133038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135712 members 
Mstep: Class 2 contains 139684 members 
Entering Unmasked Estep 
Score: -35439404.000000 Penalty: 6212.878906
	Iteration 1F: 3 clusters Score -3.54394e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134858 members 
Mstep: Class 2 contains 140538 members 
Entering Unmasked Estep 
Score: -35440492.000000 Penalty: 6212.878906
	Iteration 2Q: 3 clusters Score -3.544049e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133733 members 
Mstep: Class 2 contains 141663 members 
Entering Unmasked Estep 
Score: -35441568.000000 Penalty: 6212.878906
	Iteration 3Q: 3 clusters Score -3.544157e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132026 members 
Mstep: Class 2 contains 143370 members 
Entering Unmasked Estep 
Score: -35443120.000000 Penalty: 6212.878906
	Iteration 4Q: 3 clusters Score -3.544312e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129538 members 
Mstep: Class 2 contains 145858 members 
Entering Unmasked Estep 
Score: -35445140.000000 Penalty: 6212.878906
	Iteration 5Q: 3 clusters Score -3.544514e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125836 members 
Mstep: Class 2 contains 149560 members 
Entering Unmasked Estep 
Score: -35448492.000000 Penalty: 6212.878906
	Iteration 6Q: 3 clusters Score -3.544849e+07 nChanged 11462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120548 members 
Mstep: Class 2 contains 154848 members 
Entering Unmasked Estep 
Score: -35453528.000000 Penalty: 6212.878906
	Iteration 7Q: 3 clusters Score -3.545353e+07 nChanged 13800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113634 members 
Mstep: Class 2 contains 161762 members 
Entering Unmasked Estep 
Score: -35461280.000000 Penalty: 6212.878906
	Iteration 8F: 3 clusters Score -3.546128e+07 nChanged 16134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105710 members 
Mstep: Class 2 contains 169686 members 
Entering Unmasked Estep 
Score: -35471932.000000 Penalty: 6212.878906
	Iteration 9F: 3 clusters Score -3.547193e+07 nChanged 17057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98469 members 
Mstep: Class 2 contains 176927 members 
Entering Unmasked Estep 
Score: -35483272.000000 Penalty: 6212.878906
	Iteration 10F: 3 clusters Score -3.548327e+07 nChanged 15501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 181900 members 
Entering Unmasked Estep 
Score: -35491892.000000 Penalty: 6212.878906
	Iteration 11F: 3 clusters Score -3.549189e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 184576 members 
Entering Unmasked Estep 
Score: -35495888.000000 Penalty: 6212.878906
	Iteration 12Q: 3 clusters Score -3.549589e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 186001 members 
Entering Unmasked Estep 
Score: -35497304.000000 Penalty: 6212.878906
	Iteration 13Q: 3 clusters Score -3.54973e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 186906 members 
Entering Unmasked Estep 
Score: -35497556.000000 Penalty: 6212.878906
	Iteration 14Q: 3 clusters Score -3.549756e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 187610 members 
Entering Unmasked Estep 
Score: -35497540.000000 Penalty: 6212.878906
	Iteration 15Q: 3 clusters Score -3.549754e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 188069 members 
Entering Unmasked Estep 
Score: -35497424.000000 Penalty: 6212.878906
	Iteration 16Q: 3 clusters Score -3.549742e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 188375 members 
Entering Unmasked Estep 
Score: -35497376.000000 Penalty: 6212.878906
	Iteration 17Q: 3 clusters Score -3.549738e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 188573 members 
Entering Unmasked Estep 
Score: -35497524.000000 Penalty: 6212.878906
	Iteration 18Q: 3 clusters Score -3.549752e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 188723 members 
Entering Unmasked Estep 
Score: -35497496.000000 Penalty: 6212.878906
	Iteration 19Q: 3 clusters Score -3.54975e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 188699 members 
Entering Unmasked Estep 
Score: -35497496.000000 Penalty: 6212.878906
	Iteration 20F: 3 clusters Score -3.54975e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 188596 members 
Entering Unmasked Estep 
Score: -35497588.000000 Penalty: 6212.878906
	Iteration 21Q: 3 clusters Score -3.549759e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 188408 members 
Entering Unmasked Estep 
Score: -35497780.000000 Penalty: 6212.878906
	Iteration 22Q: 3 clusters Score -3.549778e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 188119 members 
Entering Unmasked Estep 
Score: -35497736.000000 Penalty: 6212.878906
	Iteration 23Q: 3 clusters Score -3.549774e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87679 members 
Mstep: Class 2 contains 187717 members 
Entering Unmasked Estep 
Score: -35497736.000000 Penalty: 6212.878906
	Iteration 24Q: 3 clusters Score -3.549774e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88172 members 
Mstep: Class 2 contains 187224 members 
Entering Unmasked Estep 
Score: -35497668.000000 Penalty: 6212.878906
	Iteration 25Q: 3 clusters Score -3.549767e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88699 members 
Mstep: Class 2 contains 186697 members 
Entering Unmasked Estep 
Score: -35497768.000000 Penalty: 6212.878906
	Iteration 26Q: 3 clusters Score -3.549777e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89217 members 
Mstep: Class 2 contains 186179 members 
Entering Unmasked Estep 
Score: -35497692.000000 Penalty: 6212.878906
	Iteration 27Q: 3 clusters Score -3.549769e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 185649 members 
Entering Unmasked Estep 
Score: -35497684.000000 Penalty: 6212.878906
	Iteration 28Q: 3 clusters Score -3.549768e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90215 members 
Mstep: Class 2 contains 185181 members 
Entering Unmasked Estep 
Score: -35497828.000000 Penalty: 6212.878906
	Iteration 29Q: 3 clusters Score -3.549783e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90634 members 
Mstep: Class 2 contains 184762 members 
Entering Unmasked Estep 
Score: -35497732.000000 Penalty: 6212.878906
	Iteration 30Q: 3 clusters Score -3.549773e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 184304 members 
Entering Unmasked Estep 
Score: -35497672.000000 Penalty: 6212.878906
	Iteration 31Q: 3 clusters Score -3.549767e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91591 members 
Mstep: Class 2 contains 183805 members 
Entering Unmasked Estep 
Score: -35497664.000000 Penalty: 6212.878906
	Iteration 32Q: 3 clusters Score -3.549766e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92175 members 
Mstep: Class 2 contains 183221 members 
Entering Unmasked Estep 
Score: -35497692.000000 Penalty: 6212.878906
	Iteration 33Q: 3 clusters Score -3.549769e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92812 members 
Mstep: Class 2 contains 182584 members 
Entering Unmasked Estep 
Score: -35497708.000000 Penalty: 6212.878906
	Iteration 34Q: 3 clusters Score -3.549771e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 181908 members 
Entering Unmasked Estep 
Score: -35497768.000000 Penalty: 6212.878906
	Iteration 35Q: 3 clusters Score -3.549777e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Mstep: Class 2 contains 181250 members 
Entering Unmasked Estep 
Score: -35497868.000000 Penalty: 6212.878906
	Iteration 36Q: 3 clusters Score -3.549787e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 180555 members 
Entering Unmasked Estep 
Score: -35497796.000000 Penalty: 6212.878906
	Iteration 37Q: 3 clusters Score -3.54978e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95531 members 
Mstep: Class 2 contains 179865 members 
Entering Unmasked Estep 
Score: -35497792.000000 Penalty: 6212.878906
	Iteration 38Q: 3 clusters Score -3.549779e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 179124 members 
Entering Unmasked Estep 
Score: -35497812.000000 Penalty: 6212.878906
	Iteration 39Q: 3 clusters Score -3.549781e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 178379 members 
Entering Unmasked Estep 
Score: -35497792.000000 Penalty: 6212.878906
	Iteration 40F: 3 clusters Score -3.549779e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 177665 members 
Entering Unmasked Estep 
Score: -35497716.000000 Penalty: 6212.878906
	Iteration 41Q: 3 clusters Score -3.549772e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98496 members 
Mstep: Class 2 contains 176900 members 
Entering Unmasked Estep 
Score: -35497556.000000 Penalty: 6212.878906
	Iteration 42Q: 3 clusters Score -3.549756e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 176122 members 
Entering Unmasked Estep 
Score: -35497588.000000 Penalty: 6212.878906
	Iteration 43Q: 3 clusters Score -3.549759e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100046 members 
Mstep: Class 2 contains 175350 members 
Entering Unmasked Estep 
Score: -35497364.000000 Penalty: 6212.878906
	Iteration 44Q: 3 clusters Score -3.549736e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 174553 members 
Entering Unmasked Estep 
Score: -35497344.000000 Penalty: 6212.878906
	Iteration 45Q: 3 clusters Score -3.549734e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 173741 members 
Entering Unmasked Estep 
Score: -35497364.000000 Penalty: 6212.878906
	Iteration 46Q: 3 clusters Score -3.549736e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102430 members 
Mstep: Class 2 contains 172966 members 
Entering Unmasked Estep 
Score: -35497336.000000 Penalty: 6212.878906
	Iteration 47Q: 3 clusters Score -3.549734e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103206 members 
Mstep: Class 2 contains 172190 members 
Entering Unmasked Estep 
Score: -35497372.000000 Penalty: 6212.878906
	Iteration 48Q: 3 clusters Score -3.549737e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103953 members 
Mstep: Class 2 contains 171443 members 
Entering Unmasked Estep 
Score: -35497444.000000 Penalty: 6212.878906
	Iteration 49Q: 3 clusters Score -3.549744e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 170698 members 
Entering Unmasked Estep 
Score: -35497404.000000 Penalty: 6212.878906
	Iteration 50Q: 3 clusters Score -3.54974e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105434 members 
Mstep: Class 2 contains 169962 members 
Entering Unmasked Estep 
Score: -35497428.000000 Penalty: 6212.878906
	Iteration 51Q: 3 clusters Score -3.549743e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 169249 members 
Entering Unmasked Estep 
Score: -35497352.000000 Penalty: 6212.878906
	Iteration 52Q: 3 clusters Score -3.549735e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106855 members 
Mstep: Class 2 contains 168541 members 
Entering Unmasked Estep 
Score: -35497416.000000 Penalty: 6212.878906
	Iteration 53Q: 3 clusters Score -3.549742e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107514 members 
Mstep: Class 2 contains 167882 members 
Entering Unmasked Estep 
Score: -35497488.000000 Penalty: 6212.878906
	Iteration 54Q: 3 clusters Score -3.549749e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108088 members 
Mstep: Class 2 contains 167308 members 
Entering Unmasked Estep 
Score: -35497592.000000 Penalty: 6212.878906
	Iteration 55Q: 3 clusters Score -3.549759e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108682 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -35497672.000000 Penalty: 6212.878906
	Iteration 56Q: 3 clusters Score -3.549767e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109273 members 
Mstep: Class 2 contains 166123 members 
Entering Unmasked Estep 
Score: -35497804.000000 Penalty: 6212.878906
	Iteration 57Q: 3 clusters Score -3.54978e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109859 members 
Mstep: Class 2 contains 165537 members 
Entering Unmasked Estep 
Score: -35497836.000000 Penalty: 6212.878906
	Iteration 58Q: 3 clusters Score -3.549784e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110464 members 
Mstep: Class 2 contains 164932 members 
Entering Unmasked Estep 
Score: -35497808.000000 Penalty: 6212.878906
	Iteration 59Q: 3 clusters Score -3.549781e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111050 members 
Mstep: Class 2 contains 164346 members 
Entering Unmasked Estep 
Score: -35497784.000000 Penalty: 6212.878906
	Iteration 60F: 3 clusters Score -3.549778e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111642 members 
Mstep: Class 2 contains 163754 members 
Entering Unmasked Estep 
Score: -35497840.000000 Penalty: 6212.878906
	Iteration 61Q: 3 clusters Score -3.549784e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112251 members 
Mstep: Class 2 contains 163145 members 
Entering Unmasked Estep 
Score: -35497888.000000 Penalty: 6212.878906
	Iteration 62Q: 3 clusters Score -3.549789e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112897 members 
Mstep: Class 2 contains 162499 members 
Entering Unmasked Estep 
Score: -35497992.000000 Penalty: 6212.878906
	Iteration 63Q: 3 clusters Score -3.549799e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113565 members 
Mstep: Class 2 contains 161831 members 
Entering Unmasked Estep 
Score: -35498116.000000 Penalty: 6212.878906
	Iteration 64Q: 3 clusters Score -3.549812e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114230 members 
Mstep: Class 2 contains 161166 members 
Entering Unmasked Estep 
Score: -35498060.000000 Penalty: 6212.878906
	Iteration 65Q: 3 clusters Score -3.549806e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114900 members 
Mstep: Class 2 contains 160496 members 
Entering Unmasked Estep 
Score: -35498012.000000 Penalty: 6212.878906
	Iteration 66Q: 3 clusters Score -3.549801e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115551 members 
Mstep: Class 2 contains 159845 members 
Entering Unmasked Estep 
Score: -35498016.000000 Penalty: 6212.878906
	Iteration 67Q: 3 clusters Score -3.549802e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 159247 members 
Entering Unmasked Estep 
Score: -35498064.000000 Penalty: 6212.878906
	Iteration 68Q: 3 clusters Score -3.549806e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116718 members 
Mstep: Class 2 contains 158678 members 
Entering Unmasked Estep 
Score: -35498200.000000 Penalty: 6212.878906
	Iteration 69Q: 3 clusters Score -3.54982e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117258 members 
Mstep: Class 2 contains 158138 members 
Entering Unmasked Estep 
Score: -35498268.000000 Penalty: 6212.878906
	Iteration 70Q: 3 clusters Score -3.549827e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117815 members 
Mstep: Class 2 contains 157581 members 
Entering Unmasked Estep 
Score: -35498244.000000 Penalty: 6212.878906
	Iteration 71Q: 3 clusters Score -3.549824e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118386 members 
Mstep: Class 2 contains 157010 members 
Entering Unmasked Estep 
Score: -35498340.000000 Penalty: 6212.878906
	Iteration 72Q: 3 clusters Score -3.549834e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Mstep: Class 2 contains 156445 members 
Entering Unmasked Estep 
Score: -35498344.000000 Penalty: 6212.878906
	Iteration 73Q: 3 clusters Score -3.549834e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119530 members 
Mstep: Class 2 contains 155866 members 
Entering Unmasked Estep 
Score: -35498432.000000 Penalty: 6212.878906
	Iteration 74Q: 3 clusters Score -3.549843e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120074 members 
Mstep: Class 2 contains 155322 members 
Entering Unmasked Estep 
Score: -35498364.000000 Penalty: 6212.878906
	Iteration 75Q: 3 clusters Score -3.549836e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120584 members 
Mstep: Class 2 contains 154812 members 
Entering Unmasked Estep 
Score: -35498428.000000 Penalty: 6212.878906
	Iteration 76Q: 3 clusters Score -3.549843e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121131 members 
Mstep: Class 2 contains 154265 members 
Entering Unmasked Estep 
Score: -35498440.000000 Penalty: 6212.878906
	Iteration 77Q: 3 clusters Score -3.549844e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121732 members 
Mstep: Class 2 contains 153664 members 
Entering Unmasked Estep 
Score: -35498628.000000 Penalty: 6212.878906
	Iteration 78Q: 3 clusters Score -3.549863e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122359 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -35498652.000000 Penalty: 6212.878906
	Iteration 79Q: 3 clusters Score -3.549865e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122888 members 
Mstep: Class 2 contains 152508 members 
Entering Unmasked Estep 
Score: -35498660.000000 Penalty: 6212.878906
	Iteration 80F: 3 clusters Score -3.549866e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123410 members 
Mstep: Class 2 contains 151986 members 
Entering Unmasked Estep 
Score: -35498820.000000 Penalty: 6212.878906
	Iteration 81Q: 3 clusters Score -3.549882e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123910 members 
Mstep: Class 2 contains 151486 members 
Entering Unmasked Estep 
Score: -35498872.000000 Penalty: 6212.878906
	Iteration 82Q: 3 clusters Score -3.549887e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124377 members 
Mstep: Class 2 contains 151019 members 
Entering Unmasked Estep 
Score: -35498900.000000 Penalty: 6212.878906
	Iteration 83Q: 3 clusters Score -3.54989e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124845 members 
Mstep: Class 2 contains 150551 members 
Entering Unmasked Estep 
Score: -35499000.000000 Penalty: 6212.878906
	Iteration 84Q: 3 clusters Score -3.5499e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125194 members 
Mstep: Class 2 contains 150202 members 
Entering Unmasked Estep 
Score: -35499044.000000 Penalty: 6212.878906
	Iteration 85Q: 3 clusters Score -3.549904e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125602 members 
Mstep: Class 2 contains 149794 members 
Entering Unmasked Estep 
Score: -35499180.000000 Penalty: 6212.878906
	Iteration 86Q: 3 clusters Score -3.549918e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126020 members 
Mstep: Class 2 contains 149376 members 
Entering Unmasked Estep 
Score: -35499220.000000 Penalty: 6212.878906
	Iteration 87Q: 3 clusters Score -3.549922e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 148951 members 
Entering Unmasked Estep 
Score: -35499256.000000 Penalty: 6212.878906
	Iteration 88Q: 3 clusters Score -3.549926e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126928 members 
Mstep: Class 2 contains 148468 members 
Entering Unmasked Estep 
Score: -35499312.000000 Penalty: 6212.878906
	Iteration 89Q: 3 clusters Score -3.549931e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127450 members 
Mstep: Class 2 contains 147946 members 
Entering Unmasked Estep 
Score: -35499500.000000 Penalty: 6212.878906
	Iteration 90Q: 3 clusters Score -3.54995e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127958 members 
Mstep: Class 2 contains 147438 members 
Entering Unmasked Estep 
Score: -35499612.000000 Penalty: 6212.878906
	Iteration 91Q: 3 clusters Score -3.549961e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128463 members 
Mstep: Class 2 contains 146933 members 
Entering Unmasked Estep 
Score: -35499584.000000 Penalty: 6212.878906
	Iteration 92Q: 3 clusters Score -3.549958e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128967 members 
Mstep: Class 2 contains 146429 members 
Entering Unmasked Estep 
Score: -35499720.000000 Penalty: 6212.878906
	Iteration 93Q: 3 clusters Score -3.549972e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129429 members 
Mstep: Class 2 contains 145967 members 
Entering Unmasked Estep 
Score: -35499800.000000 Penalty: 6212.878906
	Iteration 94Q: 3 clusters Score -3.54998e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129877 members 
Mstep: Class 2 contains 145519 members 
Entering Unmasked Estep 
Score: -35499892.000000 Penalty: 6212.878906
	Iteration 95Q: 3 clusters Score -3.549989e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130354 members 
Mstep: Class 2 contains 145042 members 
Entering Unmasked Estep 
Score: -35499980.000000 Penalty: 6212.878906
	Iteration 96Q: 3 clusters Score -3.549998e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130763 members 
Mstep: Class 2 contains 144633 members 
Entering Unmasked Estep 
Score: -35500088.000000 Penalty: 6212.878906
	Iteration 97Q: 3 clusters Score -3.550009e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131162 members 
Mstep: Class 2 contains 144234 members 
Entering Unmasked Estep 
Score: -35500236.000000 Penalty: 6212.878906
	Iteration 98Q: 3 clusters Score -3.550024e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131618 members 
Mstep: Class 2 contains 143778 members 
Entering Unmasked Estep 
Score: -35500256.000000 Penalty: 6212.878906
	Iteration 99Q: 3 clusters Score -3.550026e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132096 members 
Mstep: Class 2 contains 143300 members 
Entering Unmasked Estep 
Score: -35500340.000000 Penalty: 6212.878906
	Iteration 100F: 3 clusters Score -3.550034e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132663 members 
Mstep: Class 2 contains 142733 members 
Entering Unmasked Estep 
Score: -35500500.000000 Penalty: 6212.878906
	Iteration 101Q: 3 clusters Score -3.55005e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133186 members 
Mstep: Class 2 contains 142210 members 
Entering Unmasked Estep 
Score: -35500536.000000 Penalty: 6212.878906
	Iteration 102Q: 3 clusters Score -3.550054e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133763 members 
Mstep: Class 2 contains 141633 members 
Entering Unmasked Estep 
Score: -35500652.000000 Penalty: 6212.878906
	Iteration 103Q: 3 clusters Score -3.550065e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134407 members 
Mstep: Class 2 contains 140989 members 
Entering Unmasked Estep 
Score: -35500668.000000 Penalty: 6212.878906
	Iteration 104Q: 3 clusters Score -3.550067e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 140358 members 
Entering Unmasked Estep 
Score: -35500700.000000 Penalty: 6212.878906
	Iteration 105Q: 3 clusters Score -3.55007e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135715 members 
Mstep: Class 2 contains 139681 members 
Entering Unmasked Estep 
Score: -35500864.000000 Penalty: 6212.878906
	Iteration 106Q: 3 clusters Score -3.550086e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136449 members 
Mstep: Class 2 contains 138947 members 
Entering Unmasked Estep 
Score: -35500888.000000 Penalty: 6212.878906
	Iteration 107Q: 3 clusters Score -3.550089e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137295 members 
Mstep: Class 2 contains 138101 members 
Entering Unmasked Estep 
Score: -35500960.000000 Penalty: 6212.878906
	Iteration 108Q: 3 clusters Score -3.550096e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138203 members 
Mstep: Class 2 contains 137193 members 
Entering Unmasked Estep 
Score: -35500940.000000 Penalty: 6212.878906
	Iteration 109Q: 3 clusters Score -3.550094e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139174 members 
Mstep: Class 2 contains 136222 members 
Entering Unmasked Estep 
Score: -35501064.000000 Penalty: 6212.878906
	Iteration 110Q: 3 clusters Score -3.550106e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140135 members 
Mstep: Class 2 contains 135261 members 
Entering Unmasked Estep 
Score: -35501276.000000 Penalty: 6212.878906
	Iteration 111Q: 3 clusters Score -3.550128e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141136 members 
Mstep: Class 2 contains 134260 members 
Entering Unmasked Estep 
Score: -35501424.000000 Penalty: 6212.878906
	Iteration 112Q: 3 clusters Score -3.550142e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142130 members 
Mstep: Class 2 contains 133266 members 
Entering Unmasked Estep 
Score: -35501620.000000 Penalty: 6212.878906
	Iteration 113Q: 3 clusters Score -3.550162e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143161 members 
Mstep: Class 2 contains 132235 members 
Entering Unmasked Estep 
Score: -35501772.000000 Penalty: 6212.878906
	Iteration 114Q: 3 clusters Score -3.550177e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144293 members 
Mstep: Class 2 contains 131103 members 
Entering Unmasked Estep 
Score: -35502052.000000 Penalty: 6212.878906
	Iteration 115Q: 3 clusters Score -3.550205e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145465 members 
Mstep: Class 2 contains 129931 members 
Entering Unmasked Estep 
Score: -35502296.000000 Penalty: 6212.878906
	Iteration 116Q: 3 clusters Score -3.55023e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146736 members 
Mstep: Class 2 contains 128660 members 
Entering Unmasked Estep 
Score: -35502564.000000 Penalty: 6212.878906
	Iteration 117Q: 3 clusters Score -3.550256e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148184 members 
Mstep: Class 2 contains 127212 members 
Entering Unmasked Estep 
Score: -35502932.000000 Penalty: 6212.878906
	Iteration 118Q: 3 clusters Score -3.550293e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149779 members 
Mstep: Class 2 contains 125617 members 
Entering Unmasked Estep 
Score: -35503040.000000 Penalty: 6212.878906
	Iteration 119Q: 3 clusters Score -3.550304e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151420 members 
Mstep: Class 2 contains 123976 members 
Entering Unmasked Estep 
Score: -35503392.000000 Penalty: 6212.878906
	Iteration 120F: 3 clusters Score -3.550339e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153147 members 
Mstep: Class 2 contains 122249 members 
Entering Unmasked Estep 
Score: -35503680.000000 Penalty: 6212.878906
	Iteration 121Q: 3 clusters Score -3.550368e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154983 members 
Mstep: Class 2 contains 120413 members 
Entering Unmasked Estep 
Score: -35504124.000000 Penalty: 6212.878906
	Iteration 122Q: 3 clusters Score -3.550412e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156902 members 
Mstep: Class 2 contains 118494 members 
Entering Unmasked Estep 
Score: -35504512.000000 Penalty: 6212.878906
	Iteration 123Q: 3 clusters Score -3.550451e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158898 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -35504788.000000 Penalty: 6212.878906
	Iteration 124Q: 3 clusters Score -3.550479e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161006 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -35505180.000000 Penalty: 6212.878906
	Iteration 125Q: 3 clusters Score -3.550518e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163184 members 
Mstep: Class 2 contains 112212 members 
Entering Unmasked Estep 
Score: -35505528.000000 Penalty: 6212.878906
	Iteration 126Q: 3 clusters Score -3.550553e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165413 members 
Mstep: Class 2 contains 109983 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3.550589e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167785 members 
Mstep: Class 2 contains 107611 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3.550612e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170279 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.55066e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172886 members 
Mstep: Class 2 contains 102510 members 
Entering Unmasked Estep 
Score: -35506924.000000 Penalty: 6212.878906
	Iteration 130Q: 3 clusters Score -3.550692e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175682 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3.550764e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178562 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3.550812e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181487 members 
Mstep: Class 2 contains 93909 members 
Entering Unmasked Estep 
Score: -35508608.000000 Penalty: 6212.878906
	Iteration 133Q: 3 clusters Score -3.550861e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184477 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -35509236.000000 Penalty: 6212.878906
	Iteration 134Q: 3 clusters Score -3.550924e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187542 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3.550967e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190518 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -35510312.000000 Penalty: 6212.878906
	Iteration 136Q: 3 clusters Score -3.551031e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193454 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -35510920.000000 Penalty: 6212.878906
	Iteration 137Q: 3 clusters Score -3.551092e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196327 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -35511508.000000 Penalty: 6212.878906
	Iteration 138Q: 3 clusters Score -3.551151e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199084 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -35512272.000000 Penalty: 6212.878906
	Iteration 139Q: 3 clusters Score -3.551227e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201881 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -35512832.000000 Penalty: 6212.878906
	Iteration 140F: 3 clusters Score -3.551283e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204728 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -35513528.000000 Penalty: 6212.878906
	Iteration 141Q: 3 clusters Score -3.551353e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207599 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -35514588.000000 Penalty: 6212.878906
	Iteration 142Q: 3 clusters Score -3.551459e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210656 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -35515612.000000 Penalty: 6212.878906
	Iteration 143Q: 3 clusters Score -3.551561e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213784 members 
Mstep: Class 2 contains 61612 members 
Entering Unmasked Estep 
Score: -35516400.000000 Penalty: 6212.878906
	Iteration 144Q: 3 clusters Score -3.55164e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217018 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -35517192.000000 Penalty: 6212.878906
	Iteration 145Q: 3 clusters Score -3.551719e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220516 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3.55182e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224133 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -35519460.000000 Penalty: 6212.878906
	Iteration 147Q: 3 clusters Score -3.551946e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227908 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.552046e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231673 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3.552148e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235471 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3.552223e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239106 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3.552328e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242614 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -35524392.000000 Penalty: 6212.878906
	Iteration 152Q: 3 clusters Score -3.552439e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245936 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3.552512e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248987 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -35525776.000000 Penalty: 6212.878906
	Iteration 154Q: 3 clusters Score -3.552578e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251844 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -35526132.000000 Penalty: 6212.878906
	Iteration 155Q: 3 clusters Score -3.552613e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254446 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3.552672e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256605 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -35527020.000000 Penalty: 6212.878906
	Iteration 157Q: 3 clusters Score -3.552702e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258495 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3.552742e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260126 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -35527672.000000 Penalty: 6212.878906
	Iteration 159Q: 3 clusters Score -3.552767e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261586 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3.55281e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262996 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -35528396.000000 Penalty: 6212.878906
	Iteration 161Q: 3 clusters Score -3.55284e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264255 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -35528612.000000 Penalty: 6212.878906
	Iteration 162Q: 3 clusters Score -3.552861e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265326 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -35528704.000000 Penalty: 6212.878906
	Iteration 163Q: 3 clusters Score -3.55287e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266223 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3.552877e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267022 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -35528908.000000 Penalty: 6212.878906
	Iteration 165Q: 3 clusters Score -3.552891e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267733 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3.552891e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268398 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3.55289e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268974 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -35528840.000000 Penalty: 6212.878906
	Iteration 168Q: 3 clusters Score -3.552884e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269502 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -35528936.000000 Penalty: 6212.878906
	Iteration 169Q: 3 clusters Score -3.552894e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269964 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3.552892e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270380 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -35528832.000000 Penalty: 6212.878906
	Iteration 171Q: 3 clusters Score -3.552883e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270718 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3.552878e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271026 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3.552887e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271326 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3.552889e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271598 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3.552883e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271844 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -35528828.000000 Penalty: 6212.878906
	Iteration 176Q: 3 clusters Score -3.552883e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272065 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -35528856.000000 Penalty: 6212.878906
	Iteration 177Q: 3 clusters Score -3.552886e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272282 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3.552882e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272492 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -35528848.000000 Penalty: 6212.878906
	Iteration 179Q: 3 clusters Score -3.552885e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272677 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -35528836.000000 Penalty: 6212.878906
	Iteration 180F: 3 clusters Score -3.552884e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272859 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -35528816.000000 Penalty: 6212.878906
	Iteration 181Q: 3 clusters Score -3.552882e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273014 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -35528796.000000 Penalty: 6212.878906
	Iteration 182Q: 3 clusters Score -3.55288e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273147 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -35528804.000000 Penalty: 6212.878906
	Iteration 183Q: 3 clusters Score -3.55288e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273275 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -35528808.000000 Penalty: 6212.878906
	Iteration 184Q: 3 clusters Score -3.552881e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273379 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -35528808.000000 Penalty: 6212.878906
	Iteration 185Q: 3 clusters Score -3.552881e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273470 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -35528804.000000 Penalty: 6212.878906
	Iteration 186Q: 3 clusters Score -3.55288e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273559 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -35528804.000000 Penalty: 6212.878906
	Iteration 187Q: 3 clusters Score -3.55288e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273646 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -35528876.000000 Penalty: 6212.878906
	Iteration 188Q: 3 clusters Score -3.552888e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273719 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -35528904.000000 Penalty: 6212.878906
	Iteration 189Q: 3 clusters Score -3.55289e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273786 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -35528888.000000 Penalty: 6212.878906
	Iteration 190Q: 3 clusters Score -3.552889e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273842 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -35528872.000000 Penalty: 6212.878906
	Iteration 191Q: 3 clusters Score -3.552887e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273906 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -35528844.000000 Penalty: 6212.878906
	Iteration 192Q: 3 clusters Score -3.552884e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273959 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -35528884.000000 Penalty: 6212.878906
	Iteration 193Q: 3 clusters Score -3.552888e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274000 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -35528892.000000 Penalty: 6212.878906
	Iteration 194Q: 3 clusters Score -3.552889e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274032 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -35528880.000000 Penalty: 6212.878906
	Iteration 195Q: 3 clusters Score -3.552888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274050 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -35528904.000000 Penalty: 6212.878906
	Iteration 196Q: 3 clusters Score -3.55289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274064 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -35528904.000000 Penalty: 6212.878906
	Iteration 197Q: 3 clusters Score -3.55289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274082 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -35528888.000000 Penalty: 6212.878906
	Iteration 198Q: 3 clusters Score -3.552889e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274098 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -35528884.000000 Penalty: 6212.878906
	Iteration 199Q: 3 clusters Score -3.552888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274111 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -35528880.000000 Penalty: 6212.878906
	Iteration 200F: 3 clusters Score -3.552888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274124 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -35528892.000000 Penalty: 6212.878906
	Iteration 201Q: 3 clusters Score -3.552889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274136 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -35528900.000000 Penalty: 6212.878906
	Iteration 202Q: 3 clusters Score -3.55289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274149 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -35528884.000000 Penalty: 6212.878906
	Iteration 203Q: 3 clusters Score -3.552888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274155 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -35528884.000000 Penalty: 6212.878906
	Iteration 204Q: 3 clusters Score -3.552888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274158 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -35528884.000000 Penalty: 6212.878906
	Iteration 205Q: 3 clusters Score -3.552888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274163 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -35528888.000000 Penalty: 6212.878906
	Iteration 206Q: 3 clusters Score -3.552889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274167 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -35528912.000000 Penalty: 6212.878906
	Iteration 207Q: 3 clusters Score -3.552891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274169 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -35528896.000000 Penalty: 6212.878906
	Iteration 208Q: 3 clusters Score -3.55289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274171 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -35528900.000000 Penalty: 6212.878906
	Iteration 209Q: 3 clusters Score -3.55289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274172 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -35528904.000000 Penalty: 6212.878906
	Iteration 210Q: 3 clusters Score -3.55289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274174 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -35528904.000000 Penalty: 6212.878906
	Iteration 211Q: 3 clusters Score -3.55289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274179 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -35528912.000000 Penalty: 6212.878906
	Iteration 212Q: 3 clusters Score -3.552891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274184 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -35528916.000000 Penalty: 6212.878906
	Iteration 213Q: 3 clusters Score -3.552892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274189 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -35528924.000000 Penalty: 6212.878906
	Iteration 214Q: 3 clusters Score -3.552892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274192 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -35528944.000000 Penalty: 6212.878906
	Iteration 215Q: 3 clusters Score -3.552894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274195 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -35528912.000000 Penalty: 6212.878906
	Iteration 216Q: 3 clusters Score -3.552891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274199 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -35528932.000000 Penalty: 6212.878906
	Iteration 217Q: 3 clusters Score -3.552893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274203 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -35528932.000000 Penalty: 6212.878906
	Iteration 218Q: 3 clusters Score -3.552893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274208 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -35528928.000000 Penalty: 6212.878906
	Iteration 219Q: 3 clusters Score -3.552893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274209 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -35528936.000000 Penalty: 6212.878906
	Iteration 220F: 3 clusters Score -3.552894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274212 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -35528924.000000 Penalty: 6212.878906
	Iteration 221Q: 3 clusters Score -3.552892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274215 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -35528924.000000 Penalty: 6212.878906
	Iteration 222Q: 3 clusters Score -3.552892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274216 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -35528916.000000 Penalty: 6212.878906
	Iteration 223Q: 3 clusters Score -3.552892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274216 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -35528916.000000 Penalty: 6212.878906
	Iteration 224F: 3 clusters Score -3.552892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Entering Unmasked Estep 
Score: -966356.125000 Penalty: 2227.955078
	Iteration 0F: 2 clusters Score -966356.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -960022.125000 Penalty: 4455.910156
	Iteration 0F: 3 clusters Score -960022.1 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -961919.312500 Penalty: 4455.910156
	Iteration 1F: 3 clusters Score -961919.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -962268.437500 Penalty: 4455.910156
	Iteration 2F: 3 clusters Score -962268.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -962501.437500 Penalty: 4455.910156
	Iteration 3F: 3 clusters Score -962501.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -962671.687500 Penalty: 4455.910156
	Iteration 4Q: 3 clusters Score -962671.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -962802.875000 Penalty: 4455.910156
	Iteration 5Q: 3 clusters Score -962802.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -962915.750000 Penalty: 4455.910156
	Iteration 6Q: 3 clusters Score -962915.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -962998.750000 Penalty: 4455.910156
	Iteration 7Q: 3 clusters Score -962998.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -963063.687500 Penalty: 4455.910156
	Iteration 8Q: 3 clusters Score -963063.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -963121.250000 Penalty: 4455.910156
	Iteration 9Q: 3 clusters Score -963121.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -963170.312500 Penalty: 4455.910156
	Iteration 10Q: 3 clusters Score -963170.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -963212.437500 Penalty: 4455.910156
	Iteration 11Q: 3 clusters Score -963212.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -963249.500000 Penalty: 4455.910156
	Iteration 12Q: 3 clusters Score -963249.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -963282.250000 Penalty: 4455.910156
	Iteration 13Q: 3 clusters Score -963282.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -963316.562500 Penalty: 4455.910156
	Iteration 14Q: 3 clusters Score -963316.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -963353.687500 Penalty: 4455.910156
	Iteration 15Q: 3 clusters Score -963353.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -963385.625000 Penalty: 4455.910156
	Iteration 16Q: 3 clusters Score -963385.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -963425.062500 Penalty: 4455.910156
	Iteration 17Q: 3 clusters Score -963425.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -963469.687500 Penalty: 4455.910156
	Iteration 18Q: 3 clusters Score -963469.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -963505.687500 Penalty: 4455.910156
	Iteration 19Q: 3 clusters Score -963505.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -963543.125000 Penalty: 4455.910156
	Iteration 20F: 3 clusters Score -963543.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -963582.000000 Penalty: 4455.910156
	Iteration 21Q: 3 clusters Score -963582 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -963622.000000 Penalty: 4455.910156
	Iteration 22Q: 3 clusters Score -963622 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -963664.750000 Penalty: 4455.910156
	Iteration 23Q: 3 clusters Score -963664.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -963696.562500 Penalty: 4455.910156
	Iteration 24Q: 3 clusters Score -963696.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -963727.875000 Penalty: 4455.910156
	Iteration 25Q: 3 clusters Score -963727.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -963750.500000 Penalty: 4455.910156
	Iteration 26Q: 3 clusters Score -963750.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -963780.562500 Penalty: 4455.910156
	Iteration 27Q: 3 clusters Score -963780.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -963818.062500 Penalty: 4455.910156
	Iteration 28Q: 3 clusters Score -963818.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -963857.812500 Penalty: 4455.910156
	Iteration 29Q: 3 clusters Score -963857.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -963889.437500 Penalty: 4455.910156
	Iteration 30Q: 3 clusters Score -963889.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -963919.937500 Penalty: 4455.910156
	Iteration 31Q: 3 clusters Score -963919.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -963945.000000 Penalty: 4455.910156
	Iteration 32Q: 3 clusters Score -963945 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -963974.750000 Penalty: 4455.910156
	Iteration 33Q: 3 clusters Score -963974.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -964001.000000 Penalty: 4455.910156
	Iteration 34Q: 3 clusters Score -964001 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -964027.937500 Penalty: 4455.910156
	Iteration 35Q: 3 clusters Score -964027.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -964052.562500 Penalty: 4455.910156
	Iteration 36Q: 3 clusters Score -964052.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -964075.312500 Penalty: 4455.910156
	Iteration 37Q: 3 clusters Score -964075.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -964092.000000 Penalty: 4455.910156
	Iteration 38Q: 3 clusters Score -964092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -964102.625000 Penalty: 4455.910156
	Iteration 39Q: 3 clusters Score -964102.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -964111.500000 Penalty: 4455.910156
	Iteration 40F: 3 clusters Score -964111.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -964118.125000 Penalty: 4455.910156
	Iteration 41Q: 3 clusters Score -964118.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -964120.750000 Penalty: 4455.910156
	Iteration 42Q: 3 clusters Score -964120.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -964124.125000 Penalty: 4455.910156
	Iteration 43Q: 3 clusters Score -964124.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -964126.625000 Penalty: 4455.910156
	Iteration 44Q: 3 clusters Score -964126.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -964130.250000 Penalty: 4455.910156
	Iteration 45Q: 3 clusters Score -964130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -964132.250000 Penalty: 4455.910156
	Iteration 46Q: 3 clusters Score -964132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -964133.500000 Penalty: 4455.910156
	Iteration 47Q: 3 clusters Score -964133.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -964135.000000 Penalty: 4455.910156
	Iteration 48Q: 3 clusters Score -964135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -964134.750000 Penalty: 4455.910156
	Iteration 49Q: 3 clusters Score -964134.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -964137.875000 Penalty: 4455.910156
	Iteration 50Q: 3 clusters Score -964137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -964141.000000 Penalty: 4455.910156
	Iteration 51Q: 3 clusters Score -964141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -964141.562500 Penalty: 4455.910156
	Iteration 52Q: 3 clusters Score -964141.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -964144.812500 Penalty: 4455.910156
	Iteration 53Q: 3 clusters Score -964144.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -964148.812500 Penalty: 4455.910156
	Iteration 54Q: 3 clusters Score -964148.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -964153.250000 Penalty: 4455.910156
	Iteration 55Q: 3 clusters Score -964153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -964151.250000 Penalty: 4455.910156
	Iteration 56Q: 3 clusters Score -964151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -964152.937500 Penalty: 4455.910156
	Iteration 57Q: 3 clusters Score -964152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -964153.000000 Penalty: 4455.910156
	Iteration 58Q: 3 clusters Score -964153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -964156.000000 Penalty: 4455.910156
	Iteration 59Q: 3 clusters Score -964156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -964158.375000 Penalty: 4455.910156
	Iteration 60F: 3 clusters Score -964158.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -964161.062500 Penalty: 4455.910156
	Iteration 61Q: 3 clusters Score -964161.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -964165.125000 Penalty: 4455.910156
	Iteration 62Q: 3 clusters Score -964165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -964165.562500 Penalty: 4455.910156
	Iteration 63Q: 3 clusters Score -964165.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -964166.625000 Penalty: 4455.910156
	Iteration 64Q: 3 clusters Score -964166.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -964166.625000 Penalty: 4455.910156
	Iteration 65Q: 3 clusters Score -964166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -964169.000000 Penalty: 4455.910156
	Iteration 66Q: 3 clusters Score -964169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -964171.000000 Penalty: 4455.910156
	Iteration 67Q: 3 clusters Score -964171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -964171.000000 Penalty: 4455.910156
	Iteration 68Q: 3 clusters Score -964171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -964172.750000 Penalty: 4455.910156
	Iteration 69Q: 3 clusters Score -964172.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -964172.750000 Penalty: 4455.910156
	Iteration 70F: 3 clusters Score -964172.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Entering Unmasked Estep 
Score: -2736837.750000 Penalty: 2479.273193
	Iteration 0F: 2 clusters Score -2736838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2721482.250000 Penalty: 4958.546387
	Iteration 0F: 3 clusters Score -2721482 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2726629.000000 Penalty: 4958.546387
	Iteration 1F: 3 clusters Score -2726629 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2727111.500000 Penalty: 4958.546387
	Iteration 2Q: 3 clusters Score -2727112 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2727559.750000 Penalty: 4958.546387
	Iteration 3Q: 3 clusters Score -2727560 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2728075.750000 Penalty: 4958.546387
	Iteration 4Q: 3 clusters Score -2728076 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2728663.750000 Penalty: 4958.546387
	Iteration 5F: 3 clusters Score -2728664 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2729370.250000 Penalty: 4958.546387
	Iteration 6F: 3 clusters Score -2729370 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2730274.000000 Penalty: 4958.546387
	Iteration 7F: 3 clusters Score -2730274 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2731431.750000 Penalty: 4958.546387
	Iteration 8F: 3 clusters Score -2731432 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2732594.250000 Penalty: 4958.546387
	Iteration 9F: 3 clusters Score -2732594 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2733574.500000 Penalty: 4958.546387
	Iteration 10Q: 3 clusters Score -2733574 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2734282.250000 Penalty: 4958.546387
	Iteration 11Q: 3 clusters Score -2734282 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2734709.250000 Penalty: 4958.546387
	Iteration 12Q: 3 clusters Score -2734709 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2734957.000000 Penalty: 4958.546387
	Iteration 13Q: 3 clusters Score -2734957 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2735111.000000 Penalty: 4958.546387
	Iteration 14Q: 3 clusters Score -2735111 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2735199.500000 Penalty: 4958.546387
	Iteration 15Q: 3 clusters Score -2735200 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2735293.250000 Penalty: 4958.546387
	Iteration 16Q: 3 clusters Score -2735293 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2735335.500000 Penalty: 4958.546387
	Iteration 17Q: 3 clusters Score -2735336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2735367.500000 Penalty: 4958.546387
	Iteration 18Q: 3 clusters Score -2735368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2735398.000000 Penalty: 4958.546387
	Iteration 19Q: 3 clusters Score -2735398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2735423.750000 Penalty: 4958.546387
	Iteration 20F: 3 clusters Score -2735424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2735444.500000 Penalty: 4958.546387
	Iteration 21Q: 3 clusters Score -2735444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2735464.500000 Penalty: 4958.546387
	Iteration 22Q: 3 clusters Score -2735464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2735475.000000 Penalty: 4958.546387
	Iteration 23Q: 3 clusters Score -2735475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2735473.250000 Penalty: 4958.546387
	Iteration 24Q: 3 clusters Score -2735473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2735475.500000 Penalty: 4958.546387
	Iteration 25Q: 3 clusters Score -2735476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2735482.250000 Penalty: 4958.546387
	Iteration 26Q: 3 clusters Score -2735482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2735485.750000 Penalty: 4958.546387
	Iteration 27Q: 3 clusters Score -2735486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2735498.500000 Penalty: 4958.546387
	Iteration 28Q: 3 clusters Score -2735498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2735505.500000 Penalty: 4958.546387
	Iteration 29Q: 3 clusters Score -2735506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2735511.250000 Penalty: 4958.546387
	Iteration 30Q: 3 clusters Score -2735511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2735514.000000 Penalty: 4958.546387
	Iteration 31Q: 3 clusters Score -2735514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2735516.000000 Penalty: 4958.546387
	Iteration 32Q: 3 clusters Score -2735516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2735516.500000 Penalty: 4958.546387
	Iteration 33Q: 3 clusters Score -2735516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2735519.500000 Penalty: 4958.546387
	Iteration 34Q: 3 clusters Score -2735520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2735517.500000 Penalty: 4958.546387
	Iteration 35Q: 3 clusters Score -2735518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2735512.000000 Penalty: 4958.546387
	Iteration 36Q: 3 clusters Score -2735512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2735512.000000 Penalty: 4958.546387
	Iteration 37F: 3 clusters Score -2735512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Entering Unmasked Estep 
Score: -5689201.500000 Penalty: 2667.119385
	Iteration 0F: 2 clusters Score -5689202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -5657784.000000 Penalty: 5334.238770
	Iteration 0F: 3 clusters Score -5657784 nChanged 21558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -5669997.500000 Penalty: 5334.238770
	Iteration 1F: 3 clusters Score -5669998 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -5671044.500000 Penalty: 5334.238770
	Iteration 2F: 3 clusters Score -5671044 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -5672239.000000 Penalty: 5334.238770
	Iteration 3F: 3 clusters Score -5672239 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -5673590.500000 Penalty: 5334.238770
	Iteration 4F: 3 clusters Score -5673590 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -5675407.500000 Penalty: 5334.238770
	Iteration 5F: 3 clusters Score -5675408 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -5677713.000000 Penalty: 5334.238770
	Iteration 6F: 3 clusters Score -5677713 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5680385.500000 Penalty: 5334.238770
	Iteration 7F: 3 clusters Score -5680386 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -5682855.500000 Penalty: 5334.238770
	Iteration 8F: 3 clusters Score -5682856 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -5684708.500000 Penalty: 5334.238770
	Iteration 9Q: 3 clusters Score -5684708 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -5685866.500000 Penalty: 5334.238770
	Iteration 10Q: 3 clusters Score -5685866 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -5686523.000000 Penalty: 5334.238770
	Iteration 11Q: 3 clusters Score -5686523 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -5686949.500000 Penalty: 5334.238770
	Iteration 12Q: 3 clusters Score -5686950 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -5687190.000000 Penalty: 5334.238770
	Iteration 13Q: 3 clusters Score -5687190 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -5687346.000000 Penalty: 5334.238770
	Iteration 14Q: 3 clusters Score -5687346 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -5687430.500000 Penalty: 5334.238770
	Iteration 15Q: 3 clusters Score -5687430 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -5687481.000000 Penalty: 5334.238770
	Iteration 16Q: 3 clusters Score -5687481 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -5687517.500000 Penalty: 5334.238770
	Iteration 17Q: 3 clusters Score -5687518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -5687538.000000 Penalty: 5334.238770
	Iteration 18Q: 3 clusters Score -5687538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -5687560.500000 Penalty: 5334.238770
	Iteration 19Q: 3 clusters Score -5687560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -5687593.500000 Penalty: 5334.238770
	Iteration 20F: 3 clusters Score -5687594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -5687611.500000 Penalty: 5334.238770
	Iteration 21Q: 3 clusters Score -5687612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -5687613.500000 Penalty: 5334.238770
	Iteration 22Q: 3 clusters Score -5687614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -5687623.500000 Penalty: 5334.238770
	Iteration 23Q: 3 clusters Score -5687624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -5687627.000000 Penalty: 5334.238770
	Iteration 24Q: 3 clusters Score -5687627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -5687637.500000 Penalty: 5334.238770
	Iteration 25Q: 3 clusters Score -5687638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -5687637.000000 Penalty: 5334.238770
	Iteration 26Q: 3 clusters Score -5687637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -5687641.500000 Penalty: 5334.238770
	Iteration 27Q: 3 clusters Score -5687642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -5687651.000000 Penalty: 5334.238770
	Iteration 28Q: 3 clusters Score -5687651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -5687652.000000 Penalty: 5334.238770
	Iteration 29Q: 3 clusters Score -5687652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -5687661.500000 Penalty: 5334.238770
	Iteration 30Q: 3 clusters Score -5687662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -5687665.500000 Penalty: 5334.238770
	Iteration 31Q: 3 clusters Score -5687666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -5687660.000000 Penalty: 5334.238770
	Iteration 32Q: 3 clusters Score -5687660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -5687663.500000 Penalty: 5334.238770
	Iteration 33Q: 3 clusters Score -5687664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -5687663.500000 Penalty: 5334.238770
	Iteration 34Q: 3 clusters Score -5687664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -5687663.500000 Penalty: 5334.238770
	Iteration 35F: 3 clusters Score -5687664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -68862.250000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -68862.25 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 325 members 
Entering Unmasked Estep 
Score: -67312.617188 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -67312.62 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67614.304688 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -67614.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67730.929688 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -67730.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67823.101562 Penalty: 3206.435791
	Iteration 3Q: 3 clusters Score -67823.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67918.406250 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -67918.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68008.867188 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -68008.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68044.851562 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -68044.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68065.640625 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -68065.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68102.015625 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -68102.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68179.632812 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -68179.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68255.296875 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -68255.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68291.507812 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -68291.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68320.156250 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -68320.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68351.820312 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -68351.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68386.585938 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -68386.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68441.554688 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -68441.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -68503.250000 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -68503.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -68568.828125 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -68568.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -68599.304688 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -68599.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -68673.921875 Penalty: 3206.435791
	Iteration 19Q: 3 clusters Score -68673.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68710.093750 Penalty: 3206.435791
	Iteration 20F: 3 clusters Score -68710.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68750.828125 Penalty: 3206.435791
	Iteration 21Q: 3 clusters Score -68750.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -68790.718750 Penalty: 3206.435791
	Iteration 22Q: 3 clusters Score -68790.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -68793.085938 Penalty: 3206.435791
	Iteration 23Q: 3 clusters Score -68793.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -68793.085938 Penalty: 3206.435791
	Iteration 24F: 3 clusters Score -68793.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Entering Unmasked Estep 
Score: -727697.062500 Penalty: 2161.171875
	Iteration 0F: 2 clusters Score -727697.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -722526.625000 Penalty: 4322.343750
	Iteration 0F: 3 clusters Score -722526.6 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -723920.375000 Penalty: 4322.343750
	Iteration 1F: 3 clusters Score -723920.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -724280.875000 Penalty: 4322.343750
	Iteration 2F: 3 clusters Score -724280.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -724563.937500 Penalty: 4322.343750
	Iteration 3F: 3 clusters Score -724563.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -724779.562500 Penalty: 4322.343750
	Iteration 4F: 3 clusters Score -724779.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -724956.437500 Penalty: 4322.343750
	Iteration 5Q: 3 clusters Score -724956.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -725139.812500 Penalty: 4322.343750
	Iteration 6Q: 3 clusters Score -725139.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -725323.625000 Penalty: 4322.343750
	Iteration 7Q: 3 clusters Score -725323.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -725515.625000 Penalty: 4322.343750
	Iteration 8Q: 3 clusters Score -725515.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -725726.250000 Penalty: 4322.343750
	Iteration 9Q: 3 clusters Score -725726.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -725919.937500 Penalty: 4322.343750
	Iteration 10Q: 3 clusters Score -725919.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -726088.000000 Penalty: 4322.343750
	Iteration 11Q: 3 clusters Score -726088 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -726212.250000 Penalty: 4322.343750
	Iteration 12Q: 3 clusters Score -726212.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -726325.625000 Penalty: 4322.343750
	Iteration 13Q: 3 clusters Score -726325.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -726395.500000 Penalty: 4322.343750
	Iteration 14Q: 3 clusters Score -726395.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -726447.062500 Penalty: 4322.343750
	Iteration 15Q: 3 clusters Score -726447.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -726484.500000 Penalty: 4322.343750
	Iteration 16Q: 3 clusters Score -726484.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -726514.250000 Penalty: 4322.343750
	Iteration 17Q: 3 clusters Score -726514.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -726534.312500 Penalty: 4322.343750
	Iteration 18Q: 3 clusters Score -726534.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -726554.437500 Penalty: 4322.343750
	Iteration 19Q: 3 clusters Score -726554.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -726569.500000 Penalty: 4322.343750
	Iteration 20F: 3 clusters Score -726569.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -726576.812500 Penalty: 4322.343750
	Iteration 21Q: 3 clusters Score -726576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -726580.750000 Penalty: 4322.343750
	Iteration 22Q: 3 clusters Score -726580.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -726585.812500 Penalty: 4322.343750
	Iteration 23Q: 3 clusters Score -726585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -726587.062500 Penalty: 4322.343750
	Iteration 24Q: 3 clusters Score -726587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -726587.125000 Penalty: 4322.343750
	Iteration 25Q: 3 clusters Score -726587.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -726587.125000 Penalty: 4322.343750
	Iteration 26F: 3 clusters Score -726587.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Entering Unmasked Estep 
Score: -1883604.125000 Penalty: 2384.405518
	Iteration 0F: 2 clusters Score -1883604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1872746.625000 Penalty: 4768.811035
	Iteration 0F: 3 clusters Score -1872747 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1876352.875000 Penalty: 4768.811035
	Iteration 1F: 3 clusters Score -1876353 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1876998.500000 Penalty: 4768.811035
	Iteration 2F: 3 clusters Score -1876998 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1877616.875000 Penalty: 4768.811035
	Iteration 3F: 3 clusters Score -1877617 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1878153.125000 Penalty: 4768.811035
	Iteration 4F: 3 clusters Score -1878153 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1878654.250000 Penalty: 4768.811035
	Iteration 5F: 3 clusters Score -1878654 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1879094.500000 Penalty: 4768.811035
	Iteration 6F: 3 clusters Score -1879094 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1879515.125000 Penalty: 4768.811035
	Iteration 7Q: 3 clusters Score -1879515 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1880002.250000 Penalty: 4768.811035
	Iteration 8Q: 3 clusters Score -1880002 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1880445.375000 Penalty: 4768.811035
	Iteration 9Q: 3 clusters Score -1880445 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1880923.500000 Penalty: 4768.811035
	Iteration 10Q: 3 clusters Score -1880924 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1881243.375000 Penalty: 4768.811035
	Iteration 11Q: 3 clusters Score -1881243 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1881420.375000 Penalty: 4768.811035
	Iteration 12Q: 3 clusters Score -1881420 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1881539.750000 Penalty: 4768.811035
	Iteration 13Q: 3 clusters Score -1881540 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1881615.500000 Penalty: 4768.811035
	Iteration 14Q: 3 clusters Score -1881616 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1881683.250000 Penalty: 4768.811035
	Iteration 15Q: 3 clusters Score -1881683 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1881732.375000 Penalty: 4768.811035
	Iteration 16Q: 3 clusters Score -1881732 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1881766.875000 Penalty: 4768.811035
	Iteration 17Q: 3 clusters Score -1881767 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1881801.875000 Penalty: 4768.811035
	Iteration 18Q: 3 clusters Score -1881802 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1881834.000000 Penalty: 4768.811035
	Iteration 19Q: 3 clusters Score -1881834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1881856.125000 Penalty: 4768.811035
	Iteration 20F: 3 clusters Score -1881856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1881870.375000 Penalty: 4768.811035
	Iteration 21Q: 3 clusters Score -1881870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1881887.750000 Penalty: 4768.811035
	Iteration 22Q: 3 clusters Score -1881888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1881896.625000 Penalty: 4768.811035
	Iteration 23Q: 3 clusters Score -1881897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1881905.625000 Penalty: 4768.811035
	Iteration 24Q: 3 clusters Score -1881906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1881915.000000 Penalty: 4768.811035
	Iteration 25Q: 3 clusters Score -1881915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1881923.625000 Penalty: 4768.811035
	Iteration 26Q: 3 clusters Score -1881924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1881932.250000 Penalty: 4768.811035
	Iteration 27Q: 3 clusters Score -1881932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1881938.375000 Penalty: 4768.811035
	Iteration 28Q: 3 clusters Score -1881938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1881936.375000 Penalty: 4768.811035
	Iteration 29Q: 3 clusters Score -1881936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1881941.375000 Penalty: 4768.811035
	Iteration 30Q: 3 clusters Score -1881941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1881946.000000 Penalty: 4768.811035
	Iteration 31Q: 3 clusters Score -1881946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1881948.625000 Penalty: 4768.811035
	Iteration 32Q: 3 clusters Score -1881949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1881950.000000 Penalty: 4768.811035
	Iteration 33Q: 3 clusters Score -1881950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1881953.000000 Penalty: 4768.811035
	Iteration 34Q: 3 clusters Score -1881953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1881956.125000 Penalty: 4768.811035
	Iteration 35Q: 3 clusters Score -1881956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1881957.500000 Penalty: 4768.811035
	Iteration 36Q: 3 clusters Score -1881958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1881958.500000 Penalty: 4768.811035
	Iteration 37Q: 3 clusters Score -1881958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1881959.625000 Penalty: 4768.811035
	Iteration 38Q: 3 clusters Score -1881960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1881960.125000 Penalty: 4768.811035
	Iteration 39Q: 3 clusters Score -1881960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1881959.250000 Penalty: 4768.811035
	Iteration 40F: 3 clusters Score -1881959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1881959.625000 Penalty: 4768.811035
	Iteration 41Q: 3 clusters Score -1881960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1881959.625000 Penalty: 4768.811035
	Iteration 42F: 3 clusters Score -1881960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -175192.000000 Penalty: 1808.161743
	Iteration 0F: 2 clusters Score -175192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -172928.921875 Penalty: 3616.323486
	Iteration 0F: 3 clusters Score -172928.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -173360.968750 Penalty: 3616.323486
	Iteration 1F: 3 clusters Score -173361 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -173544.328125 Penalty: 3616.323486
	Iteration 2F: 3 clusters Score -173544.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -173746.765625 Penalty: 3616.323486
	Iteration 3F: 3 clusters Score -173746.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -173927.796875 Penalty: 3616.323486
	Iteration 4F: 3 clusters Score -173927.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -174106.156250 Penalty: 3616.323486
	Iteration 5F: 3 clusters Score -174106.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -174273.453125 Penalty: 3616.323486
	Iteration 6Q: 3 clusters Score -174273.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -174522.015625 Penalty: 3616.323486
	Iteration 7Q: 3 clusters Score -174522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -174709.750000 Penalty: 3616.323486
	Iteration 8Q: 3 clusters Score -174709.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -174934.718750 Penalty: 3616.323486
	Iteration 9Q: 3 clusters Score -174934.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -175130.406250 Penalty: 3616.323486
	Iteration 10Q: 3 clusters Score -175130.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -175167.921875 Penalty: 3616.323486
	Iteration 11Q: 3 clusters Score -175167.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175174.421875 Penalty: 3616.323486
	Iteration 12Q: 3 clusters Score -175174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175176.671875 Penalty: 3616.323486
	Iteration 13Q: 3 clusters Score -175176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175176.671875 Penalty: 3616.323486
	Iteration 14F: 3 clusters Score -175176.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -624119.875000 Penalty: 2126.854980
	Iteration 0F: 2 clusters Score -624119.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -619380.625000 Penalty: 4253.709961
	Iteration 0F: 3 clusters Score -619380.6 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -620584.375000 Penalty: 4253.709961
	Iteration 1F: 3 clusters Score -620584.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -620817.937500 Penalty: 4253.709961
	Iteration 2F: 3 clusters Score -620817.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -620961.750000 Penalty: 4253.709961
	Iteration 3F: 3 clusters Score -620961.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -621085.937500 Penalty: 4253.709961
	Iteration 4Q: 3 clusters Score -621085.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -621185.937500 Penalty: 4253.709961
	Iteration 5Q: 3 clusters Score -621185.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -621262.812500 Penalty: 4253.709961
	Iteration 6Q: 3 clusters Score -621262.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -621315.062500 Penalty: 4253.709961
	Iteration 7Q: 3 clusters Score -621315.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -621360.000000 Penalty: 4253.709961
	Iteration 8Q: 3 clusters Score -621360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -621396.250000 Penalty: 4253.709961
	Iteration 9Q: 3 clusters Score -621396.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -621434.937500 Penalty: 4253.709961
	Iteration 10Q: 3 clusters Score -621434.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -621476.687500 Penalty: 4253.709961
	Iteration 11Q: 3 clusters Score -621476.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -621505.500000 Penalty: 4253.709961
	Iteration 12Q: 3 clusters Score -621505.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -621541.312500 Penalty: 4253.709961
	Iteration 13Q: 3 clusters Score -621541.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -621570.187500 Penalty: 4253.709961
	Iteration 14Q: 3 clusters Score -621570.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -621608.187500 Penalty: 4253.709961
	Iteration 15Q: 3 clusters Score -621608.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -621656.687500 Penalty: 4253.709961
	Iteration 16Q: 3 clusters Score -621656.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -621709.812500 Penalty: 4253.709961
	Iteration 17Q: 3 clusters Score -621709.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -621772.437500 Penalty: 4253.709961
	Iteration 18Q: 3 clusters Score -621772.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -621849.500000 Penalty: 4253.709961
	Iteration 19Q: 3 clusters Score -621849.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -621941.687500 Penalty: 4253.709961
	Iteration 20F: 3 clusters Score -621941.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -622028.937500 Penalty: 4253.709961
	Iteration 21Q: 3 clusters Score -622028.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -622110.375000 Penalty: 4253.709961
	Iteration 22Q: 3 clusters Score -622110.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -622178.562500 Penalty: 4253.709961
	Iteration 23Q: 3 clusters Score -622178.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -622249.062500 Penalty: 4253.709961
	Iteration 24Q: 3 clusters Score -622249.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -622299.750000 Penalty: 4253.709961
	Iteration 25Q: 3 clusters Score -622299.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -622347.250000 Penalty: 4253.709961
	Iteration 26Q: 3 clusters Score -622347.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -622387.187500 Penalty: 4253.709961
	Iteration 27Q: 3 clusters Score -622387.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -622414.250000 Penalty: 4253.709961
	Iteration 28Q: 3 clusters Score -622414.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -622430.937500 Penalty: 4253.709961
	Iteration 29Q: 3 clusters Score -622430.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -622444.750000 Penalty: 4253.709961
	Iteration 30Q: 3 clusters Score -622444.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -622463.750000 Penalty: 4253.709961
	Iteration 31Q: 3 clusters Score -622463.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -622481.000000 Penalty: 4253.709961
	Iteration 32Q: 3 clusters Score -622481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -622493.687500 Penalty: 4253.709961
	Iteration 33Q: 3 clusters Score -622493.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -622499.562500 Penalty: 4253.709961
	Iteration 34Q: 3 clusters Score -622499.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -622508.937500 Penalty: 4253.709961
	Iteration 35Q: 3 clusters Score -622508.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -622514.250000 Penalty: 4253.709961
	Iteration 36Q: 3 clusters Score -622514.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -622520.562500 Penalty: 4253.709961
	Iteration 37Q: 3 clusters Score -622520.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -622522.500000 Penalty: 4253.709961
	Iteration 38Q: 3 clusters Score -622522.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -622529.625000 Penalty: 4253.709961
	Iteration 39Q: 3 clusters Score -622529.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -622533.187500 Penalty: 4253.709961
	Iteration 40F: 3 clusters Score -622533.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -622537.750000 Penalty: 4253.709961
	Iteration 41Q: 3 clusters Score -622537.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -622540.750000 Penalty: 4253.709961
	Iteration 42Q: 3 clusters Score -622540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -622545.375000 Penalty: 4253.709961
	Iteration 43Q: 3 clusters Score -622545.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -622549.937500 Penalty: 4253.709961
	Iteration 44Q: 3 clusters Score -622549.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -622554.000000 Penalty: 4253.709961
	Iteration 45Q: 3 clusters Score -622554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -622556.375000 Penalty: 4253.709961
	Iteration 46Q: 3 clusters Score -622556.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -622561.000000 Penalty: 4253.709961
	Iteration 47Q: 3 clusters Score -622561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -622567.687500 Penalty: 4253.709961
	Iteration 48Q: 3 clusters Score -622567.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -622570.000000 Penalty: 4253.709961
	Iteration 49Q: 3 clusters Score -622570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -622573.000000 Penalty: 4253.709961
	Iteration 50Q: 3 clusters Score -622573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -622577.250000 Penalty: 4253.709961
	Iteration 51Q: 3 clusters Score -622577.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -622585.062500 Penalty: 4253.709961
	Iteration 52Q: 3 clusters Score -622585.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -622593.312500 Penalty: 4253.709961
	Iteration 53Q: 3 clusters Score -622593.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -622599.937500 Penalty: 4253.709961
	Iteration 54Q: 3 clusters Score -622599.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -622603.812500 Penalty: 4253.709961
	Iteration 55Q: 3 clusters Score -622603.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -622606.312500 Penalty: 4253.709961
	Iteration 56Q: 3 clusters Score -622606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -622607.500000 Penalty: 4253.709961
	Iteration 57Q: 3 clusters Score -622607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -622608.562500 Penalty: 4253.709961
	Iteration 58Q: 3 clusters Score -622608.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -622611.062500 Penalty: 4253.709961
	Iteration 59Q: 3 clusters Score -622611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -622611.125000 Penalty: 4253.709961
	Iteration 60F: 3 clusters Score -622611.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -92481.789062 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -92481.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90737.187500 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -90737.19 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -90970.125000 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -90970.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91018.406250 Penalty: 3301.736328
	Iteration 2Q: 3 clusters Score -91018.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91054.695312 Penalty: 3301.736328
	Iteration 3Q: 3 clusters Score -91054.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91085.500000 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -91085.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91099.875000 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -91099.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91108.398438 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -91108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91112.898438 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -91112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91112.898438 Penalty: 3301.736328
	Iteration 8F: 3 clusters Score -91112.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Entering Unmasked Estep 
Score: -1008413.937500 Penalty: 2250.935303
	Iteration 0F: 2 clusters Score -1008414 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 4382 members 
Entering Unmasked Estep 
Score: -1001582.687500 Penalty: 4501.870605
	Iteration 0F: 3 clusters Score -1001583 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1003665.125000 Penalty: 4501.870605
	Iteration 1F: 3 clusters Score -1003665 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1004327.187500 Penalty: 4501.870605
	Iteration 2F: 3 clusters Score -1004327 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1004940.437500 Penalty: 4501.870605
	Iteration 3F: 3 clusters Score -1004940 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1005435.750000 Penalty: 4501.870605
	Iteration 4F: 3 clusters Score -1005436 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1005830.312500 Penalty: 4501.870605
	Iteration 5F: 3 clusters Score -1005830 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1006061.062500 Penalty: 4501.870605
	Iteration 6Q: 3 clusters Score -1006061 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1006218.000000 Penalty: 4501.870605
	Iteration 7Q: 3 clusters Score -1006218 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1006322.750000 Penalty: 4501.870605
	Iteration 8Q: 3 clusters Score -1006323 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1006439.500000 Penalty: 4501.870605
	Iteration 9Q: 3 clusters Score -1006440 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1006535.687500 Penalty: 4501.870605
	Iteration 10Q: 3 clusters Score -1006536 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1006614.437500 Penalty: 4501.870605
	Iteration 11Q: 3 clusters Score -1006614 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1006694.875000 Penalty: 4501.870605
	Iteration 12Q: 3 clusters Score -1006695 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1006764.750000 Penalty: 4501.870605
	Iteration 13Q: 3 clusters Score -1006765 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1006813.687500 Penalty: 4501.870605
	Iteration 14Q: 3 clusters Score -1006814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1006855.562500 Penalty: 4501.870605
	Iteration 15Q: 3 clusters Score -1006856 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1006883.937500 Penalty: 4501.870605
	Iteration 16Q: 3 clusters Score -1006884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1006911.125000 Penalty: 4501.870605
	Iteration 17Q: 3 clusters Score -1006911 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1006932.625000 Penalty: 4501.870605
	Iteration 18Q: 3 clusters Score -1006933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1006946.875000 Penalty: 4501.870605
	Iteration 19Q: 3 clusters Score -1006947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1006959.750000 Penalty: 4501.870605
	Iteration 20F: 3 clusters Score -1006960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1006966.750000 Penalty: 4501.870605
	Iteration 21Q: 3 clusters Score -1006967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1006971.625000 Penalty: 4501.870605
	Iteration 22Q: 3 clusters Score -1006972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1006974.812500 Penalty: 4501.870605
	Iteration 23Q: 3 clusters Score -1006975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1006977.375000 Penalty: 4501.870605
	Iteration 24Q: 3 clusters Score -1006977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1006983.375000 Penalty: 4501.870605
	Iteration 25Q: 3 clusters Score -1006983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1006985.187500 Penalty: 4501.870605
	Iteration 26Q: 3 clusters Score -1006985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1006988.687500 Penalty: 4501.870605
	Iteration 27Q: 3 clusters Score -1006989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1006990.500000 Penalty: 4501.870605
	Iteration 28Q: 3 clusters Score -1006990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1006992.500000 Penalty: 4501.870605
	Iteration 29Q: 3 clusters Score -1006992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1006995.437500 Penalty: 4501.870605
	Iteration 30Q: 3 clusters Score -1006995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1006996.875000 Penalty: 4501.870605
	Iteration 31Q: 3 clusters Score -1006997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1006998.250000 Penalty: 4501.870605
	Iteration 32Q: 3 clusters Score -1006998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1007003.000000 Penalty: 4501.870605
	Iteration 33Q: 3 clusters Score -1007003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1007002.062500 Penalty: 4501.870605
	Iteration 34Q: 3 clusters Score -1007002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1007005.750000 Penalty: 4501.870605
	Iteration 35Q: 3 clusters Score -1007006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1007010.937500 Penalty: 4501.870605
	Iteration 36Q: 3 clusters Score -1007011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1007009.500000 Penalty: 4501.870605
	Iteration 37Q: 3 clusters Score -1007010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1007012.000000 Penalty: 4501.870605
	Iteration 38Q: 3 clusters Score -1007012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1007011.625000 Penalty: 4501.870605
	Iteration 39Q: 3 clusters Score -1007012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1007011.625000 Penalty: 4501.870605
	Iteration 40F: 3 clusters Score -1007012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1007012.500000 Penalty: 4501.870605
	Iteration 41Q: 3 clusters Score -1007012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1007016.375000 Penalty: 4501.870605
	Iteration 42Q: 3 clusters Score -1007016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1007017.625000 Penalty: 4501.870605
	Iteration 43Q: 3 clusters Score -1007018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1007022.562500 Penalty: 4501.870605
	Iteration 44Q: 3 clusters Score -1007023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1007023.562500 Penalty: 4501.870605
	Iteration 45Q: 3 clusters Score -1007024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1007024.375000 Penalty: 4501.870605
	Iteration 46Q: 3 clusters Score -1007024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1007024.562500 Penalty: 4501.870605
	Iteration 47Q: 3 clusters Score -1007025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1007025.687500 Penalty: 4501.870605
	Iteration 48Q: 3 clusters Score -1007026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1007025.125000 Penalty: 4501.870605
	Iteration 49Q: 3 clusters Score -1007025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1007025.125000 Penalty: 4501.870605
	Iteration 50F: 3 clusters Score -1007025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Entering Unmasked Estep 
Score: -2096556.875000 Penalty: 2426.313232
	Iteration 0F: 2 clusters Score -2096557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2083960.750000 Penalty: 4852.626465
	Iteration 0F: 3 clusters Score -2083961 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2088294.625000 Penalty: 4852.626465
	Iteration 1F: 3 clusters Score -2088295 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2088810.875000 Penalty: 4852.626465
	Iteration 2F: 3 clusters Score -2088811 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2089311.500000 Penalty: 4852.626465
	Iteration 3F: 3 clusters Score -2089312 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2089884.875000 Penalty: 4852.626465
	Iteration 4F: 3 clusters Score -2089885 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2090593.375000 Penalty: 4852.626465
	Iteration 5F: 3 clusters Score -2090593 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2091496.625000 Penalty: 4852.626465
	Iteration 6F: 3 clusters Score -2091497 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2092623.000000 Penalty: 4852.626465
	Iteration 7F: 3 clusters Score -2092623 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2093868.375000 Penalty: 4852.626465
	Iteration 8F: 3 clusters Score -2093868 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2095092.375000 Penalty: 4852.626465
	Iteration 9F: 3 clusters Score -2095092 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2096013.750000 Penalty: 4852.626465
	Iteration 10Q: 3 clusters Score -2096014 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2096494.000000 Penalty: 4852.626465
	Iteration 11Q: 3 clusters Score -2096494 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2096730.750000 Penalty: 4852.626465
	Iteration 12Q: 3 clusters Score -2096731 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2096886.875000 Penalty: 4852.626465
	Iteration 13Q: 3 clusters Score -2096887 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2096997.750000 Penalty: 4852.626465
	Iteration 14Q: 3 clusters Score -2096998 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2097066.125000 Penalty: 4852.626465
	Iteration 15Q: 3 clusters Score -2097066 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2097123.375000 Penalty: 4852.626465
	Iteration 16Q: 3 clusters Score -2097123 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2097169.000000 Penalty: 4852.626465
	Iteration 17Q: 3 clusters Score -2097169 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2097193.750000 Penalty: 4852.626465
	Iteration 18Q: 3 clusters Score -2097194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2097225.500000 Penalty: 4852.626465
	Iteration 19Q: 3 clusters Score -2097226 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2097242.500000 Penalty: 4852.626465
	Iteration 20F: 3 clusters Score -2097242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2097249.750000 Penalty: 4852.626465
	Iteration 21Q: 3 clusters Score -2097250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2097252.250000 Penalty: 4852.626465
	Iteration 22Q: 3 clusters Score -2097252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2097256.750000 Penalty: 4852.626465
	Iteration 23Q: 3 clusters Score -2097257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2097263.250000 Penalty: 4852.626465
	Iteration 24Q: 3 clusters Score -2097263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2097262.500000 Penalty: 4852.626465
	Iteration 25Q: 3 clusters Score -2097262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2097265.750000 Penalty: 4852.626465
	Iteration 26Q: 3 clusters Score -2097266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2097267.750000 Penalty: 4852.626465
	Iteration 27Q: 3 clusters Score -2097268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2097267.750000 Penalty: 4852.626465
	Iteration 28Q: 3 clusters Score -2097268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2097271.500000 Penalty: 4852.626465
	Iteration 29Q: 3 clusters Score -2097272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2097274.000000 Penalty: 4852.626465
	Iteration 30Q: 3 clusters Score -2097274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2097279.250000 Penalty: 4852.626465
	Iteration 31Q: 3 clusters Score -2097279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2097294.750000 Penalty: 4852.626465
	Iteration 32Q: 3 clusters Score -2097295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2097294.250000 Penalty: 4852.626465
	Iteration 33Q: 3 clusters Score -2097294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2097303.500000 Penalty: 4852.626465
	Iteration 34Q: 3 clusters Score -2097304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2097320.750000 Penalty: 4852.626465
	Iteration 35Q: 3 clusters Score -2097321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2097346.750000 Penalty: 4852.626465
	Iteration 36Q: 3 clusters Score -2097347 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2097367.500000 Penalty: 4852.626465
	Iteration 37Q: 3 clusters Score -2097368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2097393.000000 Penalty: 4852.626465
	Iteration 38Q: 3 clusters Score -2097393 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2097422.250000 Penalty: 4852.626465
	Iteration 39Q: 3 clusters Score -2097422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2097454.500000 Penalty: 4852.626465
	Iteration 40F: 3 clusters Score -2097454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2097487.250000 Penalty: 4852.626465
	Iteration 41Q: 3 clusters Score -2097487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2097542.500000 Penalty: 4852.626465
	Iteration 42Q: 3 clusters Score -2097542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2097572.500000 Penalty: 4852.626465
	Iteration 43Q: 3 clusters Score -2097572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2097584.250000 Penalty: 4852.626465
	Iteration 44Q: 3 clusters Score -2097584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2097586.750000 Penalty: 4852.626465
	Iteration 45Q: 3 clusters Score -2097587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2097583.750000 Penalty: 4852.626465
	Iteration 46Q: 3 clusters Score -2097584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2097583.000000 Penalty: 4852.626465
	Iteration 47Q: 3 clusters Score -2097583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2097584.500000 Penalty: 4852.626465
	Iteration 48Q: 3 clusters Score -2097584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2097582.750000 Penalty: 4852.626465
	Iteration 49Q: 3 clusters Score -2097583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2097582.750000 Penalty: 4852.626465
	Iteration 50F: 3 clusters Score -2097583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108782 members 
Mstep: Class 2 contains 12457 members 
Mstep: Class 3 contains 141200 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43358 members 
Mstep: Class 9 contains 32848 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12413 members 
Mstep: Class 12 contains 54888 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 46086 members 
Mstep: Class 15 contains 156853 members 
Mstep: Class 16 contains 76810 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8657 members 
Mstep: Class 19 contains 275396 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21962 members 
Mstep: Class 22 contains 46841 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8746 members 
Mstep: Class 30 contains 5034 members 
Mstep: Class 31 contains 12705 members 
Entering Unmasked Estep 
Score: -157745344.000000 Penalty: 108024.484375
Splitting cluster 30 changes total score from -157745296.000000 to -157745344.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108782 members 
Mstep: Class 2 contains 12457 members 
Mstep: Class 3 contains 141200 members 
Mstep: Class 4 contains 105883 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 43358 members 
Mstep: Class 9 contains 32848 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12413 members 
Mstep: Class 12 contains 54888 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 46086 members 
Mstep: Class 15 contains 156853 members 
Mstep: Class 16 contains 76810 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 8657 members 
Mstep: Class 19 contains 275396 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 21962 members 
Mstep: Class 22 contains 46841 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8746 members 
Mstep: Class 30 contains 5034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746288.000000 Penalty: 108024.484375
Iteration 199Q: 32 clusters Score -1.577463e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108629 members 
Mstep: Class 2 contains 12357 members 
Mstep: Class 3 contains 141199 members 
Mstep: Class 4 contains 106106 members 
Mstep: Class 5 contains 29792 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 43362 members 
Mstep: Class 9 contains 32852 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 12413 members 
Mstep: Class 12 contains 54888 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 46050 members 
Mstep: Class 15 contains 156868 members 
Mstep: Class 16 contains 76798 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 8804 members 
Mstep: Class 19 contains 275412 members 
Mstep: Class 20 contains 7993 members 
Mstep: Class 21 contains 22032 members 
Mstep: Class 22 contains 46816 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6136 members 
Mstep: Class 25 contains 14976 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8749 members 
Mstep: Class 30 contains 5345 members 
Mstep: Class 31 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747392.000000 Penalty: 108024.484375
Iteration 200F: 32 clusters Score -1.577474e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 12273 members 
Mstep: Class 3 contains 141209 members 
Mstep: Class 4 contains 105387 members 
Mstep: Class 5 contains 29750 members 
Mstep: Class 6 contains 3166 members 
Mstep: Class 7 contains 6258 members 
Mstep: Class 8 contains 43363 members 
Mstep: Class 9 contains 32845 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 12412 members 
Mstep: Class 12 contains 54889 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 46016 members 
Mstep: Class 15 contains 156874 members 
Mstep: Class 16 contains 76787 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 8876 members 
Mstep: Class 19 contains 275439 members 
Mstep: Class 20 contains 7962 members 
Mstep: Class 21 contains 22058 members 
Mstep: Class 22 contains 46785 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6119 members 
Mstep: Class 25 contains 14970 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5331 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8749 members 
Mstep: Class 30 contains 5584 members 
Mstep: Class 31 contains 12894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747664.000000 Penalty: 108024.484375
Iteration 201Q: 32 clusters Score -1.577477e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108434 members 
Mstep: Class 2 contains 12183 members 
Mstep: Class 3 contains 141225 members 
Mstep: Class 4 contains 104851 members 
Mstep: Class 5 contains 29710 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 6265 members 
Mstep: Class 8 contains 43378 members 
Mstep: Class 9 contains 32840 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 12413 members 
Mstep: Class 12 contains 54891 members 
Mstep: Class 13 contains 11940 members 
Mstep: Class 14 contains 45984 members 
Mstep: Class 15 contains 156883 members 
Mstep: Class 16 contains 76789 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 8953 members 
Mstep: Class 19 contains 275450 members 
Mstep: Class 20 contains 7958 members 
Mstep: Class 21 contains 22064 members 
Mstep: Class 22 contains 46753 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6117 members 
Mstep: Class 25 contains 14970 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5328 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8754 members 
Mstep: Class 30 contains 5762 members 
Mstep: Class 31 contains 13389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747744.000000 Penalty: 108024.484375
Iteration 202Q: 32 clusters Score -1.577477e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108395 members 
Mstep: Class 2 contains 12089 members 
Mstep: Class 3 contains 141240 members 
Mstep: Class 4 contains 104460 members 
Mstep: Class 5 contains 29679 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 6262 members 
Mstep: Class 8 contains 43384 members 
Mstep: Class 9 contains 32826 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 12413 members 
Mstep: Class 12 contains 54894 members 
Mstep: Class 13 contains 11939 members 
Mstep: Class 14 contains 45948 members 
Mstep: Class 15 contains 156896 members 
Mstep: Class 16 contains 76803 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 275453 members 
Mstep: Class 20 contains 7970 members 
Mstep: Class 21 contains 22071 members 
Mstep: Class 22 contains 46726 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6108 members 
Mstep: Class 25 contains 14967 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5338 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8761 members 
Mstep: Class 30 contains 5923 members 
Mstep: Class 31 contains 13737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747520.000000 Penalty: 108024.484375
Iteration 203Q: 32 clusters Score -1.577475e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108350 members 
Mstep: Class 2 contains 12031 members 
Mstep: Class 3 contains 141247 members 
Mstep: Class 4 contains 104159 members 
Mstep: Class 5 contains 29651 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 6264 members 
Mstep: Class 8 contains 43388 members 
Mstep: Class 9 contains 32815 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 12411 members 
Mstep: Class 12 contains 54894 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 45920 members 
Mstep: Class 15 contains 156901 members 
Mstep: Class 16 contains 76806 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9035 members 
Mstep: Class 19 contains 275454 members 
Mstep: Class 20 contains 7975 members 
Mstep: Class 21 contains 22087 members 
Mstep: Class 22 contains 46705 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6115 members 
Mstep: Class 25 contains 14962 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 5354 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8764 members 
Mstep: Class 30 contains 6057 members 
Mstep: Class 31 contains 13991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 108024.484375
Iteration 204Q: 32 clusters Score -1.577476e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108303 members 
Mstep: Class 2 contains 11985 members 
Mstep: Class 3 contains 141256 members 
Mstep: Class 4 contains 103925 members 
Mstep: Class 5 contains 29632 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 6265 members 
Mstep: Class 8 contains 43398 members 
Mstep: Class 9 contains 32805 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 12412 members 
Mstep: Class 12 contains 54896 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 45891 members 
Mstep: Class 15 contains 156893 members 
Mstep: Class 16 contains 76810 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9083 members 
Mstep: Class 19 contains 275460 members 
Mstep: Class 20 contains 7980 members 
Mstep: Class 21 contains 22108 members 
Mstep: Class 22 contains 46670 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6129 members 
Mstep: Class 25 contains 14954 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5362 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8769 members 
Mstep: Class 30 contains 6170 members 
Mstep: Class 31 contains 14178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747536.000000 Penalty: 108024.484375
Iteration 205Q: 32 clusters Score -1.577475e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108276 members 
Mstep: Class 2 contains 11952 members 
Mstep: Class 3 contains 141251 members 
Mstep: Class 4 contains 103758 members 
Mstep: Class 5 contains 29616 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 6265 members 
Mstep: Class 8 contains 43400 members 
Mstep: Class 9 contains 32809 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12411 members 
Mstep: Class 12 contains 54897 members 
Mstep: Class 13 contains 11941 members 
Mstep: Class 14 contains 45856 members 
Mstep: Class 15 contains 156898 members 
Mstep: Class 16 contains 76825 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9126 members 
Mstep: Class 19 contains 275460 members 
Mstep: Class 20 contains 7990 members 
Mstep: Class 21 contains 22113 members 
Mstep: Class 22 contains 46644 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6135 members 
Mstep: Class 25 contains 14951 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5362 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8774 members 
Mstep: Class 30 contains 6252 members 
Mstep: Class 31 contains 14307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747392.000000 Penalty: 108024.484375
Iteration 206Q: 32 clusters Score -1.577474e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108264 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 141255 members 
Mstep: Class 4 contains 103641 members 
Mstep: Class 5 contains 29613 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 6264 members 
Mstep: Class 8 contains 43411 members 
Mstep: Class 9 contains 32809 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12409 members 
Mstep: Class 12 contains 54897 members 
Mstep: Class 13 contains 11943 members 
Mstep: Class 14 contains 45831 members 
Mstep: Class 15 contains 156901 members 
Mstep: Class 16 contains 76830 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9147 members 
Mstep: Class 19 contains 275470 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 22123 members 
Mstep: Class 22 contains 46604 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6142 members 
Mstep: Class 25 contains 14948 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5370 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8776 members 
Mstep: Class 30 contains 6341 members 
Mstep: Class 31 contains 14387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747616.000000 Penalty: 108024.484375
Iteration 207Q: 32 clusters Score -1.577476e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108232 members 
Mstep: Class 2 contains 11829 members 
Mstep: Class 3 contains 141259 members 
Mstep: Class 4 contains 103562 members 
Mstep: Class 5 contains 29600 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 6270 members 
Mstep: Class 8 contains 43424 members 
Mstep: Class 9 contains 32807 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12409 members 
Mstep: Class 12 contains 54895 members 
Mstep: Class 13 contains 11943 members 
Mstep: Class 14 contains 45810 members 
Mstep: Class 15 contains 156900 members 
Mstep: Class 16 contains 76850 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9163 members 
Mstep: Class 19 contains 275471 members 
Mstep: Class 20 contains 8004 members 
Mstep: Class 21 contains 22126 members 
Mstep: Class 22 contains 46577 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6148 members 
Mstep: Class 25 contains 14945 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5374 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8778 members 
Mstep: Class 30 contains 6440 members 
Mstep: Class 31 contains 14448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747792.000000 Penalty: 108024.484375
Iteration 208Q: 32 clusters Score -1.577478e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 11794 members 
Mstep: Class 3 contains 141264 members 
Mstep: Class 4 contains 103486 members 
Mstep: Class 5 contains 29596 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 6272 members 
Mstep: Class 8 contains 43426 members 
Mstep: Class 9 contains 32808 members 
Mstep: Class 10 contains 5434 members 
Mstep: Class 11 contains 12409 members 
Mstep: Class 12 contains 54894 members 
Mstep: Class 13 contains 11945 members 
Mstep: Class 14 contains 45784 members 
Mstep: Class 15 contains 156896 members 
Mstep: Class 16 contains 76867 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9169 members 
Mstep: Class 19 contains 275489 members 
Mstep: Class 20 contains 8009 members 
Mstep: Class 21 contains 22130 members 
Mstep: Class 22 contains 46546 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 14945 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5373 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8779 members 
Mstep: Class 30 contains 6519 members 
Mstep: Class 31 contains 14507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747792.000000 Penalty: 108024.484375
Iteration 209Q: 32 clusters Score -1.577478e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108180 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 141265 members 
Mstep: Class 4 contains 103417 members 
Mstep: Class 5 contains 29593 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 6273 members 
Mstep: Class 8 contains 43429 members 
Mstep: Class 9 contains 32805 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12409 members 
Mstep: Class 12 contains 54892 members 
Mstep: Class 13 contains 11946 members 
Mstep: Class 14 contains 45759 members 
Mstep: Class 15 contains 156900 members 
Mstep: Class 16 contains 76868 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9174 members 
Mstep: Class 19 contains 275504 members 
Mstep: Class 20 contains 8019 members 
Mstep: Class 21 contains 22139 members 
Mstep: Class 22 contains 46527 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6157 members 
Mstep: Class 25 contains 14944 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5369 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8777 members 
Mstep: Class 30 contains 6602 members 
Mstep: Class 31 contains 14555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747808.000000 Penalty: 108024.484375
Iteration 210Q: 32 clusters Score -1.577478e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 141264 members 
Mstep: Class 4 contains 103358 members 
Mstep: Class 5 contains 29589 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 43433 members 
Mstep: Class 9 contains 32800 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12409 members 
Mstep: Class 12 contains 54893 members 
Mstep: Class 13 contains 11948 members 
Mstep: Class 14 contains 45746 members 
Mstep: Class 15 contains 156899 members 
Mstep: Class 16 contains 76881 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9172 members 
Mstep: Class 19 contains 275507 members 
Mstep: Class 20 contains 8034 members 
Mstep: Class 21 contains 22141 members 
Mstep: Class 22 contains 46514 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6157 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5368 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8781 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 14591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747936.000000 Penalty: 108024.484375
Iteration 211Q: 32 clusters Score -1.577479e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108139 members 
Mstep: Class 2 contains 11696 members 
Mstep: Class 3 contains 141277 members 
Mstep: Class 4 contains 103303 members 
Mstep: Class 5 contains 29584 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 43437 members 
Mstep: Class 9 contains 32803 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12409 members 
Mstep: Class 12 contains 54893 members 
Mstep: Class 13 contains 11949 members 
Mstep: Class 14 contains 45736 members 
Mstep: Class 15 contains 156898 members 
Mstep: Class 16 contains 76897 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9178 members 
Mstep: Class 19 contains 275510 members 
Mstep: Class 20 contains 8039 members 
Mstep: Class 21 contains 22142 members 
Mstep: Class 22 contains 46487 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6161 members 
Mstep: Class 25 contains 14942 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5367 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8782 members 
Mstep: Class 30 contains 6729 members 
Mstep: Class 31 contains 14629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747952.000000 Penalty: 108024.484375
Iteration 212Q: 32 clusters Score -1.57748e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108121 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 141292 members 
Mstep: Class 4 contains 103256 members 
Mstep: Class 5 contains 29579 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 43439 members 
Mstep: Class 9 contains 32803 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12409 members 
Mstep: Class 12 contains 54893 members 
Mstep: Class 13 contains 11949 members 
Mstep: Class 14 contains 45719 members 
Mstep: Class 15 contains 156906 members 
Mstep: Class 16 contains 76914 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9173 members 
Mstep: Class 19 contains 275509 members 
Mstep: Class 20 contains 8043 members 
Mstep: Class 21 contains 22144 members 
Mstep: Class 22 contains 46466 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5362 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8780 members 
Mstep: Class 30 contains 6784 members 
Mstep: Class 31 contains 14670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747968.000000 Penalty: 108024.484375
Iteration 213Q: 32 clusters Score -1.57748e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108097 members 
Mstep: Class 2 contains 11636 members 
Mstep: Class 3 contains 141302 members 
Mstep: Class 4 contains 103217 members 
Mstep: Class 5 contains 29574 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 43440 members 
Mstep: Class 9 contains 32801 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12409 members 
Mstep: Class 12 contains 54896 members 
Mstep: Class 13 contains 11951 members 
Mstep: Class 14 contains 45700 members 
Mstep: Class 15 contains 156908 members 
Mstep: Class 16 contains 76926 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9172 members 
Mstep: Class 19 contains 275516 members 
Mstep: Class 20 contains 8046 members 
Mstep: Class 21 contains 22143 members 
Mstep: Class 22 contains 46451 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5363 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8773 members 
Mstep: Class 30 contains 6848 members 
Mstep: Class 31 contains 14706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747920.000000 Penalty: 108024.484375
Iteration 214Q: 32 clusters Score -1.577479e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108076 members 
Mstep: Class 2 contains 11601 members 
Mstep: Class 3 contains 141306 members 
Mstep: Class 4 contains 103172 members 
Mstep: Class 5 contains 29576 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 43442 members 
Mstep: Class 9 contains 32800 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12411 members 
Mstep: Class 12 contains 54896 members 
Mstep: Class 13 contains 11953 members 
Mstep: Class 14 contains 45681 members 
Mstep: Class 15 contains 156910 members 
Mstep: Class 16 contains 76935 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9179 members 
Mstep: Class 19 contains 275528 members 
Mstep: Class 20 contains 8052 members 
Mstep: Class 21 contains 22143 members 
Mstep: Class 22 contains 46435 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 14941 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5363 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8772 members 
Mstep: Class 30 contains 6903 members 
Mstep: Class 31 contains 14740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747776.000000 Penalty: 108024.484375
Iteration 215Q: 32 clusters Score -1.577478e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 11574 members 
Mstep: Class 3 contains 141311 members 
Mstep: Class 4 contains 103136 members 
Mstep: Class 5 contains 29574 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 43443 members 
Mstep: Class 9 contains 32803 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12413 members 
Mstep: Class 12 contains 54897 members 
Mstep: Class 13 contains 11954 members 
Mstep: Class 14 contains 45659 members 
Mstep: Class 15 contains 156912 members 
Mstep: Class 16 contains 76940 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9186 members 
Mstep: Class 19 contains 275528 members 
Mstep: Class 20 contains 8058 members 
Mstep: Class 21 contains 22145 members 
Mstep: Class 22 contains 46423 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6171 members 
Mstep: Class 25 contains 14939 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5362 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8775 members 
Mstep: Class 30 contains 6944 members 
Mstep: Class 31 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748016.000000 Penalty: 108024.484375
Iteration 216Q: 32 clusters Score -1.57748e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108051 members 
Mstep: Class 2 contains 11550 members 
Mstep: Class 3 contains 141318 members 
Mstep: Class 4 contains 103112 members 
Mstep: Class 5 contains 29572 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 43449 members 
Mstep: Class 9 contains 32806 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12415 members 
Mstep: Class 12 contains 54897 members 
Mstep: Class 13 contains 11955 members 
Mstep: Class 14 contains 45643 members 
Mstep: Class 15 contains 156908 members 
Mstep: Class 16 contains 76949 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9193 members 
Mstep: Class 19 contains 275526 members 
Mstep: Class 20 contains 8063 members 
Mstep: Class 21 contains 22147 members 
Mstep: Class 22 contains 46408 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6168 members 
Mstep: Class 25 contains 14939 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5361 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8774 members 
Mstep: Class 30 contains 6998 members 
Mstep: Class 31 contains 14784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748048.000000 Penalty: 108024.484375
Iteration 217Q: 32 clusters Score -1.57748e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 11512 members 
Mstep: Class 3 contains 141322 members 
Mstep: Class 4 contains 103099 members 
Mstep: Class 5 contains 29576 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 6280 members 
Mstep: Class 8 contains 43451 members 
Mstep: Class 9 contains 32806 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12416 members 
Mstep: Class 12 contains 54897 members 
Mstep: Class 13 contains 11956 members 
Mstep: Class 14 contains 45624 members 
Mstep: Class 15 contains 156904 members 
Mstep: Class 16 contains 76964 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9190 members 
Mstep: Class 19 contains 275533 members 
Mstep: Class 20 contains 8064 members 
Mstep: Class 21 contains 22152 members 
Mstep: Class 22 contains 46392 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6168 members 
Mstep: Class 25 contains 14938 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5361 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8767 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 14796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748144.000000 Penalty: 108024.484375
Iteration 218Q: 32 clusters Score -1.577481e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107998 members 
Mstep: Class 2 contains 11486 members 
Mstep: Class 3 contains 141320 members 
Mstep: Class 4 contains 103084 members 
Mstep: Class 5 contains 29588 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 43447 members 
Mstep: Class 9 contains 32800 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12417 members 
Mstep: Class 12 contains 54897 members 
Mstep: Class 13 contains 11956 members 
Mstep: Class 14 contains 45609 members 
Mstep: Class 15 contains 156901 members 
Mstep: Class 16 contains 76976 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9179 members 
Mstep: Class 19 contains 275542 members 
Mstep: Class 20 contains 8063 members 
Mstep: Class 21 contains 22153 members 
Mstep: Class 22 contains 46386 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6164 members 
Mstep: Class 25 contains 14940 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5362 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8766 members 
Mstep: Class 30 contains 7137 members 
Mstep: Class 31 contains 14813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748032.000000 Penalty: 108024.484375
Iteration 219Q: 32 clusters Score -1.57748e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107956 members 
Mstep: Class 2 contains 11442 members 
Mstep: Class 3 contains 141324 members 
Mstep: Class 4 contains 103066 members 
Mstep: Class 5 contains 29593 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 6287 members 
Mstep: Class 8 contains 43449 members 
Mstep: Class 9 contains 32800 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12417 members 
Mstep: Class 12 contains 54898 members 
Mstep: Class 13 contains 11955 members 
Mstep: Class 14 contains 45597 members 
Mstep: Class 15 contains 156899 members 
Mstep: Class 16 contains 76991 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9169 members 
Mstep: Class 19 contains 275538 members 
Mstep: Class 20 contains 8063 members 
Mstep: Class 21 contains 22153 members 
Mstep: Class 22 contains 46381 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 14940 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 5362 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8768 members 
Mstep: Class 30 contains 7226 members 
Mstep: Class 31 contains 14829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748096.000000 Penalty: 108024.484375
Iteration 220F: 32 clusters Score -1.577481e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 141321 members 
Mstep: Class 4 contains 103042 members 
Mstep: Class 5 contains 29601 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 6290 members 
Mstep: Class 8 contains 43449 members 
Mstep: Class 9 contains 32802 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12417 members 
Mstep: Class 12 contains 54896 members 
Mstep: Class 13 contains 11955 members 
Mstep: Class 14 contains 45580 members 
Mstep: Class 15 contains 156904 members 
Mstep: Class 16 contains 77011 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9161 members 
Mstep: Class 19 contains 275546 members 
Mstep: Class 20 contains 8061 members 
Mstep: Class 21 contains 22147 members 
Mstep: Class 22 contains 46374 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6160 members 
Mstep: Class 25 contains 14939 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 5364 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8771 members 
Mstep: Class 30 contains 7312 members 
Mstep: Class 31 contains 14852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748032.000000 Penalty: 108024.484375
Iteration 221Q: 32 clusters Score -1.57748e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107868 members 
Mstep: Class 2 contains 11354 members 
Mstep: Class 3 contains 141322 members 
Mstep: Class 4 contains 103022 members 
Mstep: Class 5 contains 29610 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 6294 members 
Mstep: Class 8 contains 43449 members 
Mstep: Class 9 contains 32803 members 
Mstep: Class 10 contains 5436 members 
Mstep: Class 11 contains 12417 members 
Mstep: Class 12 contains 54893 members 
Mstep: Class 13 contains 11955 members 
Mstep: Class 14 contains 45560 members 
Mstep: Class 15 contains 156904 members 
Mstep: Class 16 contains 77034 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9142 members 
Mstep: Class 19 contains 275551 members 
Mstep: Class 20 contains 8066 members 
Mstep: Class 21 contains 22149 members 
Mstep: Class 22 contains 46368 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6161 members 
Mstep: Class 25 contains 14938 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 5365 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8772 members 
Mstep: Class 30 contains 7397 members 
Mstep: Class 31 contains 14867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748048.000000 Penalty: 108024.484375
Iteration 222Q: 32 clusters Score -1.57748e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107850 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 141331 members 
Mstep: Class 4 contains 103003 members 
Mstep: Class 5 contains 29621 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 6292 members 
Mstep: Class 8 contains 43447 members 
Mstep: Class 9 contains 32804 members 
Mstep: Class 10 contains 5436 members 
Mstep: Class 11 contains 12417 members 
Mstep: Class 12 contains 54886 members 
Mstep: Class 13 contains 11955 members 
Mstep: Class 14 contains 45546 members 
Mstep: Class 15 contains 156901 members 
Mstep: Class 16 contains 77039 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9133 members 
Mstep: Class 19 contains 275560 members 
Mstep: Class 20 contains 8071 members 
Mstep: Class 21 contains 22149 members 
Mstep: Class 22 contains 46368 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6165 members 
Mstep: Class 25 contains 14938 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 5362 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8769 members 
Mstep: Class 30 contains 7467 members 
Mstep: Class 31 contains 14878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747968.000000 Penalty: 108024.484375
Iteration 223Q: 32 clusters Score -1.57748e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107827 members 
Mstep: Class 2 contains 11259 members 
Mstep: Class 3 contains 141343 members 
Mstep: Class 4 contains 102980 members 
Mstep: Class 5 contains 29634 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 6293 members 
Mstep: Class 8 contains 43449 members 
Mstep: Class 9 contains 32803 members 
Mstep: Class 10 contains 5436 members 
Mstep: Class 11 contains 12417 members 
Mstep: Class 12 contains 54880 members 
Mstep: Class 13 contains 11955 members 
Mstep: Class 14 contains 45528 members 
Mstep: Class 15 contains 156903 members 
Mstep: Class 16 contains 77049 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9130 members 
Mstep: Class 19 contains 275568 members 
Mstep: Class 20 contains 8077 members 
Mstep: Class 21 contains 22149 members 
Mstep: Class 22 contains 46359 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 14938 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 5366 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8765 members 
Mstep: Class 30 contains 7528 members 
Mstep: Class 31 contains 14889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748032.000000 Penalty: 108024.484375
Iteration 224Q: 32 clusters Score -1.57748e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107814 members 
Mstep: Class 2 contains 11228 members 
Mstep: Class 3 contains 141346 members 
Mstep: Class 4 contains 102960 members 
Mstep: Class 5 contains 29648 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 6292 members 
Mstep: Class 8 contains 43446 members 
Mstep: Class 9 contains 32805 members 
Mstep: Class 10 contains 5436 members 
Mstep: Class 11 contains 12418 members 
Mstep: Class 12 contains 54875 members 
Mstep: Class 13 contains 11956 members 
Mstep: Class 14 contains 45506 members 
Mstep: Class 15 contains 156910 members 
Mstep: Class 16 contains 77053 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9125 members 
Mstep: Class 19 contains 275579 members 
Mstep: Class 20 contains 8081 members 
Mstep: Class 21 contains 22146 members 
Mstep: Class 22 contains 46340 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 14939 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 5369 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8758 members 
Mstep: Class 30 contains 7593 members 
Mstep: Class 31 contains 14902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748032.000000 Penalty: 108024.484375
Iteration 225Q: 32 clusters Score -1.57748e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107798 members 
Mstep: Class 2 contains 11177 members 
Mstep: Class 3 contains 141353 members 
Mstep: Class 4 contains 102947 members 
Mstep: Class 5 contains 29651 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 6288 members 
Mstep: Class 8 contains 43451 members 
Mstep: Class 9 contains 32803 members 
Mstep: Class 10 contains 5436 members 
Mstep: Class 11 contains 12417 members 
Mstep: Class 12 contains 54874 members 
Mstep: Class 13 contains 11955 members 
Mstep: Class 14 contains 45484 members 
Mstep: Class 15 contains 156911 members 
Mstep: Class 16 contains 77060 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9124 members 
Mstep: Class 19 contains 275593 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 22151 members 
Mstep: Class 22 contains 46335 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6174 members 
Mstep: Class 25 contains 14939 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 5371 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 7662 members 
Mstep: Class 31 contains 14905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748176.000000 Penalty: 108024.484375
Iteration 226Q: 32 clusters Score -1.577482e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107790 members 
Mstep: Class 2 contains 11132 members 
Mstep: Class 3 contains 141356 members 
Mstep: Class 4 contains 102941 members 
Mstep: Class 5 contains 29656 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 6290 members 
Mstep: Class 8 contains 43447 members 
Mstep: Class 9 contains 32803 members 
Mstep: Class 10 contains 5436 members 
Mstep: Class 11 contains 12419 members 
Mstep: Class 12 contains 54873 members 
Mstep: Class 13 contains 11953 members 
Mstep: Class 14 contains 45461 members 
Mstep: Class 15 contains 156920 members 
Mstep: Class 16 contains 77065 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9117 members 
Mstep: Class 19 contains 275598 members 
Mstep: Class 20 contains 8086 members 
Mstep: Class 21 contains 22151 members 
Mstep: Class 22 contains 46329 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 14935 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 5372 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8751 members 
Mstep: Class 30 contains 7732 members 
Mstep: Class 31 contains 14906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747920.000000 Penalty: 108024.484375
Iteration 227Q: 32 clusters Score -1.577479e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 11085 members 
Mstep: Class 3 contains 141354 members 
Mstep: Class 4 contains 102936 members 
Mstep: Class 5 contains 29664 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 6291 members 
Mstep: Class 8 contains 43443 members 
Mstep: Class 9 contains 32801 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12420 members 
Mstep: Class 12 contains 54874 members 
Mstep: Class 13 contains 11953 members 
Mstep: Class 14 contains 45447 members 
Mstep: Class 15 contains 156924 members 
Mstep: Class 16 contains 77067 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 275603 members 
Mstep: Class 20 contains 8088 members 
Mstep: Class 21 contains 22154 members 
Mstep: Class 22 contains 46326 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 14936 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 5372 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8750 members 
Mstep: Class 30 contains 7810 members 
Mstep: Class 31 contains 14911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747808.000000 Penalty: 108024.484375
Iteration 228Q: 32 clusters Score -1.577478e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 11024 members 
Mstep: Class 3 contains 141351 members 
Mstep: Class 4 contains 102934 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 6293 members 
Mstep: Class 8 contains 43444 members 
Mstep: Class 9 contains 32799 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12422 members 
Mstep: Class 12 contains 54874 members 
Mstep: Class 13 contains 11953 members 
Mstep: Class 14 contains 45430 members 
Mstep: Class 15 contains 156940 members 
Mstep: Class 16 contains 77063 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9100 members 
Mstep: Class 19 contains 275602 members 
Mstep: Class 20 contains 8087 members 
Mstep: Class 21 contains 22153 members 
Mstep: Class 22 contains 46335 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6174 members 
Mstep: Class 25 contains 14937 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 5376 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8750 members 
Mstep: Class 30 contains 7899 members 
Mstep: Class 31 contains 14915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747936.000000 Penalty: 108024.484375
Iteration 229Q: 32 clusters Score -1.577479e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 10950 members 
Mstep: Class 3 contains 141353 members 
Mstep: Class 4 contains 102931 members 
Mstep: Class 5 contains 29679 members 
Mstep: Class 6 contains 3185 members 
Mstep: Class 7 contains 6295 members 
Mstep: Class 8 contains 43442 members 
Mstep: Class 9 contains 32800 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12421 members 
Mstep: Class 12 contains 54876 members 
Mstep: Class 13 contains 11953 members 
Mstep: Class 14 contains 45409 members 
Mstep: Class 15 contains 156941 members 
Mstep: Class 16 contains 77067 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 275613 members 
Mstep: Class 20 contains 8088 members 
Mstep: Class 21 contains 22156 members 
Mstep: Class 22 contains 46340 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6172 members 
Mstep: Class 25 contains 14938 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5376 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8749 members 
Mstep: Class 30 contains 8025 members 
Mstep: Class 31 contains 14919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748048.000000 Penalty: 108024.484375
Iteration 230Q: 32 clusters Score -1.57748e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107667 members 
Mstep: Class 2 contains 10878 members 
Mstep: Class 3 contains 141355 members 
Mstep: Class 4 contains 102927 members 
Mstep: Class 5 contains 29692 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 6296 members 
Mstep: Class 8 contains 43441 members 
Mstep: Class 9 contains 32799 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12421 members 
Mstep: Class 12 contains 54878 members 
Mstep: Class 13 contains 11953 members 
Mstep: Class 14 contains 45387 members 
Mstep: Class 15 contains 156946 members 
Mstep: Class 16 contains 77071 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9056 members 
Mstep: Class 19 contains 275620 members 
Mstep: Class 20 contains 8087 members 
Mstep: Class 21 contains 22159 members 
Mstep: Class 22 contains 46336 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 14936 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5378 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8751 members 
Mstep: Class 30 contains 8127 members 
Mstep: Class 31 contains 14923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748080.000000 Penalty: 108024.484375
Iteration 231Q: 32 clusters Score -1.577481e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107638 members 
Mstep: Class 2 contains 10816 members 
Mstep: Class 3 contains 141361 members 
Mstep: Class 4 contains 102918 members 
Mstep: Class 5 contains 29693 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 6297 members 
Mstep: Class 8 contains 43440 members 
Mstep: Class 9 contains 32796 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12422 members 
Mstep: Class 12 contains 54874 members 
Mstep: Class 13 contains 11954 members 
Mstep: Class 14 contains 45371 members 
Mstep: Class 15 contains 156945 members 
Mstep: Class 16 contains 77071 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 275631 members 
Mstep: Class 20 contains 8087 members 
Mstep: Class 21 contains 22157 members 
Mstep: Class 22 contains 46337 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 14936 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5383 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8746 members 
Mstep: Class 30 contains 8248 members 
Mstep: Class 31 contains 14932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747968.000000 Penalty: 108024.484375
Iteration 232Q: 32 clusters Score -1.57748e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107605 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 141370 members 
Mstep: Class 4 contains 102905 members 
Mstep: Class 5 contains 29697 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 6297 members 
Mstep: Class 8 contains 43441 members 
Mstep: Class 9 contains 32793 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12422 members 
Mstep: Class 12 contains 54872 members 
Mstep: Class 13 contains 11955 members 
Mstep: Class 14 contains 45363 members 
Mstep: Class 15 contains 156955 members 
Mstep: Class 16 contains 77068 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 9012 members 
Mstep: Class 19 contains 275629 members 
Mstep: Class 20 contains 8091 members 
Mstep: Class 21 contains 22152 members 
Mstep: Class 22 contains 46343 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 14937 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5385 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8744 members 
Mstep: Class 30 contains 8355 members 
Mstep: Class 31 contains 14949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748016.000000 Penalty: 108024.484375
Iteration 233Q: 32 clusters Score -1.57748e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107589 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 141377 members 
Mstep: Class 4 contains 102896 members 
Mstep: Class 5 contains 29697 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 6299 members 
Mstep: Class 8 contains 43435 members 
Mstep: Class 9 contains 32795 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 12423 members 
Mstep: Class 12 contains 54872 members 
Mstep: Class 13 contains 11955 members 
Mstep: Class 14 contains 45351 members 
Mstep: Class 15 contains 156956 members 
Mstep: Class 16 contains 77068 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8981 members 
Mstep: Class 19 contains 275633 members 
Mstep: Class 20 contains 8092 members 
Mstep: Class 21 contains 22153 members 
Mstep: Class 22 contains 46337 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 14938 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5387 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8748 members 
Mstep: Class 30 contains 8451 members 
Mstep: Class 31 contains 14962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748144.000000 Penalty: 108024.484375
Iteration 234Q: 32 clusters Score -1.577481e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107555 members 
Mstep: Class 2 contains 10638 members 
Mstep: Class 3 contains 141382 members 
Mstep: Class 4 contains 102880 members 
Mstep: Class 5 contains 29695 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 6301 members 
Mstep: Class 8 contains 43433 members 
Mstep: Class 9 contains 32794 members 
Mstep: Class 10 contains 5434 members 
Mstep: Class 11 contains 12423 members 
Mstep: Class 12 contains 54871 members 
Mstep: Class 13 contains 11954 members 
Mstep: Class 14 contains 45339 members 
Mstep: Class 15 contains 156962 members 
Mstep: Class 16 contains 77073 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8962 members 
Mstep: Class 19 contains 275641 members 
Mstep: Class 20 contains 8093 members 
Mstep: Class 21 contains 22154 members 
Mstep: Class 22 contains 46327 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6149 members 
Mstep: Class 25 contains 14937 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5393 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8748 members 
Mstep: Class 30 contains 8578 members 
Mstep: Class 31 contains 14971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748192.000000 Penalty: 108024.484375
Iteration 235Q: 32 clusters Score -1.577482e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107524 members 
Mstep: Class 2 contains 10573 members 
Mstep: Class 3 contains 141382 members 
Mstep: Class 4 contains 102870 members 
Mstep: Class 5 contains 29699 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 6306 members 
Mstep: Class 8 contains 43434 members 
Mstep: Class 9 contains 32792 members 
Mstep: Class 10 contains 5434 members 
Mstep: Class 11 contains 12425 members 
Mstep: Class 12 contains 54873 members 
Mstep: Class 13 contains 11953 members 
Mstep: Class 14 contains 45327 members 
Mstep: Class 15 contains 156966 members 
Mstep: Class 16 contains 77070 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8942 members 
Mstep: Class 19 contains 275648 members 
Mstep: Class 20 contains 8095 members 
Mstep: Class 21 contains 22163 members 
Mstep: Class 22 contains 46318 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 14938 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5396 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8749 members 
Mstep: Class 30 contains 8684 members 
Mstep: Class 31 contains 14982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748240.000000 Penalty: 108024.484375
Iteration 236Q: 32 clusters Score -1.577482e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 10510 members 
Mstep: Class 3 contains 141384 members 
Mstep: Class 4 contains 102863 members 
Mstep: Class 5 contains 29700 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 6307 members 
Mstep: Class 8 contains 43433 members 
Mstep: Class 9 contains 32791 members 
Mstep: Class 10 contains 5434 members 
Mstep: Class 11 contains 12429 members 
Mstep: Class 12 contains 54871 members 
Mstep: Class 13 contains 11951 members 
Mstep: Class 14 contains 45313 members 
Mstep: Class 15 contains 156971 members 
Mstep: Class 16 contains 77067 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8928 members 
Mstep: Class 19 contains 275654 members 
Mstep: Class 20 contains 8095 members 
Mstep: Class 21 contains 22165 members 
Mstep: Class 22 contains 46314 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6143 members 
Mstep: Class 25 contains 14938 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5398 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8748 members 
Mstep: Class 30 contains 8799 members 
Mstep: Class 31 contains 14986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748160.000000 Penalty: 108024.484375
Iteration 237Q: 32 clusters Score -1.577482e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107470 members 
Mstep: Class 2 contains 10416 members 
Mstep: Class 3 contains 141386 members 
Mstep: Class 4 contains 102855 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 6304 members 
Mstep: Class 8 contains 43432 members 
Mstep: Class 9 contains 32794 members 
Mstep: Class 10 contains 5434 members 
Mstep: Class 11 contains 12436 members 
Mstep: Class 12 contains 54871 members 
Mstep: Class 13 contains 11949 members 
Mstep: Class 14 contains 45301 members 
Mstep: Class 15 contains 156975 members 
Mstep: Class 16 contains 77072 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8912 members 
Mstep: Class 19 contains 275656 members 
Mstep: Class 20 contains 8098 members 
Mstep: Class 21 contains 22167 members 
Mstep: Class 22 contains 46314 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6141 members 
Mstep: Class 25 contains 14940 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5403 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8748 members 
Mstep: Class 30 contains 8922 members 
Mstep: Class 31 contains 14988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747952.000000 Penalty: 108024.484375
Iteration 238Q: 32 clusters Score -1.57748e+08 nChanged 407
Entering ConstructFrom: 
Score: -157747952.000000 Penalty: 108024.484375
Entering ConstructFrom: 
Trying to split cluster 1 (107443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107443 members 
Entering Unmasked Estep 
Score: -13622351.000000 Penalty: 2873.009521
	Iteration 0F: 2 clusters Score -1.362235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -13550694.000000 Penalty: 5746.019043
	Iteration 0F: 3 clusters Score -1.355069e+07 nChanged 50848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -13580120.000000 Penalty: 5746.019043
	Iteration 1F: 3 clusters Score -1.358012e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -13581365.000000 Penalty: 5746.019043
	Iteration 2Q: 3 clusters Score -1.358136e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -13583391.000000 Penalty: 5746.019043
	Iteration 3Q: 3 clusters Score -1.358339e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -13586920.000000 Penalty: 5746.019043
	Iteration 4F: 3 clusters Score -1.358692e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -13592758.000000 Penalty: 5746.019043
	Iteration 5F: 3 clusters Score -1.359276e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -13600883.000000 Penalty: 5746.019043
	Iteration 6F: 3 clusters Score -1.360088e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 94801 members 
Entering Unmasked Estep 
Score: -13608874.000000 Penalty: 5746.019043
	Iteration 7F: 3 clusters Score -1.360887e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -13614382.000000 Penalty: 5746.019043
	Iteration 8F: 3 clusters Score -1.361438e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
Score: -13617403.000000 Penalty: 5746.019043
	Iteration 9Q: 3 clusters Score -1.36174e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 105688 members 
Entering Unmasked Estep 
Score: -13618767.000000 Penalty: 5746.019043
	Iteration 10Q: 3 clusters Score -1.361877e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 106441 members 
Entering Unmasked Estep 
Score: -13619370.000000 Penalty: 5746.019043
	Iteration 11Q: 3 clusters Score -1.361937e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 106751 members 
Entering Unmasked Estep 
Score: -13619622.000000 Penalty: 5746.019043
	Iteration 12Q: 3 clusters Score -1.361962e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 106877 members 
Entering Unmasked Estep 
Score: -13619758.000000 Penalty: 5746.019043
	Iteration 13Q: 3 clusters Score -1.361976e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 106922 members 
Entering Unmasked Estep 
Score: -13619840.000000 Penalty: 5746.019043
	Iteration 14Q: 3 clusters Score -1.361984e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 106953 members 
Entering Unmasked Estep 
Score: -13619871.000000 Penalty: 5746.019043
	Iteration 15Q: 3 clusters Score -1.361987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 106977 members 
Entering Unmasked Estep 
Score: -13619885.000000 Penalty: 5746.019043
	Iteration 16Q: 3 clusters Score -1.361988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 106988 members 
Entering Unmasked Estep 
Score: -13619901.000000 Penalty: 5746.019043
	Iteration 17Q: 3 clusters Score -1.36199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 106996 members 
Entering Unmasked Estep 
Score: -13619905.000000 Penalty: 5746.019043
	Iteration 18Q: 3 clusters Score -1.36199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 107000 members 
Entering Unmasked Estep 
Score: -13619910.000000 Penalty: 5746.019043
	Iteration 19Q: 3 clusters Score -1.361991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 107000 members 
Entering Unmasked Estep 
Score: -13619916.000000 Penalty: 5746.019043
	Iteration 20F: 3 clusters Score -1.361992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 107002 members 
Entering Unmasked Estep 
Score: -13619920.000000 Penalty: 5746.019043
	Iteration 21Q: 3 clusters Score -1.361992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 107002 members 
Entering Unmasked Estep 
Score: -13619924.000000 Penalty: 5746.019043
	Iteration 22Q: 3 clusters Score -1.361992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 107007 members 
Entering Unmasked Estep 
Score: -13619933.000000 Penalty: 5746.019043
	Iteration 23Q: 3 clusters Score -1.361993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 107011 members 
Entering Unmasked Estep 
Score: -13619932.000000 Penalty: 5746.019043
	Iteration 24Q: 3 clusters Score -1.361993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 107016 members 
Entering Unmasked Estep 
Score: -13619938.000000 Penalty: 5746.019043
	Iteration 25Q: 3 clusters Score -1.361994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 107019 members 
Entering Unmasked Estep 
Score: -13619933.000000 Penalty: 5746.019043
	Iteration 26Q: 3 clusters Score -1.361993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 107020 members 
Entering Unmasked Estep 
Score: -13619944.000000 Penalty: 5746.019043
	Iteration 27Q: 3 clusters Score -1.361994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 107022 members 
Entering Unmasked Estep 
Score: -13619945.000000 Penalty: 5746.019043
	Iteration 28Q: 3 clusters Score -1.361994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 107023 members 
Entering Unmasked Estep 
Score: -13619948.000000 Penalty: 5746.019043
	Iteration 29Q: 3 clusters Score -1.361995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 107022 members 
Entering Unmasked Estep 
Score: -13619943.000000 Penalty: 5746.019043
	Iteration 30Q: 3 clusters Score -1.361994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 107022 members 
Entering Unmasked Estep 
Score: -13619943.000000 Penalty: 5746.019043
	Iteration 31F: 3 clusters Score -1.361994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Entering Unmasked Estep 
Score: -1244616.750000 Penalty: 2291.759766
	Iteration 0F: 2 clusters Score -1244617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1236694.750000 Penalty: 4583.519531
	Iteration 0F: 3 clusters Score -1236695 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1239083.000000 Penalty: 4583.519531
	Iteration 1F: 3 clusters Score -1239083 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1239392.125000 Penalty: 4583.519531
	Iteration 2F: 3 clusters Score -1239392 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1239598.125000 Penalty: 4583.519531
	Iteration 3Q: 3 clusters Score -1239598 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1239778.000000 Penalty: 4583.519531
	Iteration 4Q: 3 clusters Score -1239778 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1239967.750000 Penalty: 4583.519531
	Iteration 5Q: 3 clusters Score -1239968 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1240145.625000 Penalty: 4583.519531
	Iteration 6Q: 3 clusters Score -1240146 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1240323.000000 Penalty: 4583.519531
	Iteration 7Q: 3 clusters Score -1240323 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1240526.625000 Penalty: 4583.519531
	Iteration 8Q: 3 clusters Score -1240527 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1240752.500000 Penalty: 4583.519531
	Iteration 9Q: 3 clusters Score -1240752 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1240999.375000 Penalty: 4583.519531
	Iteration 10Q: 3 clusters Score -1240999 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1241233.000000 Penalty: 4583.519531
	Iteration 11Q: 3 clusters Score -1241233 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1241461.500000 Penalty: 4583.519531
	Iteration 12Q: 3 clusters Score -1241462 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1241654.625000 Penalty: 4583.519531
	Iteration 13Q: 3 clusters Score -1241655 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1241795.000000 Penalty: 4583.519531
	Iteration 14Q: 3 clusters Score -1241795 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1241927.375000 Penalty: 4583.519531
	Iteration 15Q: 3 clusters Score -1241927 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1242055.125000 Penalty: 4583.519531
	Iteration 16Q: 3 clusters Score -1242055 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1242162.250000 Penalty: 4583.519531
	Iteration 17Q: 3 clusters Score -1242162 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1242255.125000 Penalty: 4583.519531
	Iteration 18Q: 3 clusters Score -1242255 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1242333.375000 Penalty: 4583.519531
	Iteration 19Q: 3 clusters Score -1242333 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1242395.750000 Penalty: 4583.519531
	Iteration 20F: 3 clusters Score -1242396 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1242446.000000 Penalty: 4583.519531
	Iteration 21Q: 3 clusters Score -1242446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1242498.250000 Penalty: 4583.519531
	Iteration 22Q: 3 clusters Score -1242498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1242534.875000 Penalty: 4583.519531
	Iteration 23Q: 3 clusters Score -1242535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1242563.500000 Penalty: 4583.519531
	Iteration 24Q: 3 clusters Score -1242564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1242586.375000 Penalty: 4583.519531
	Iteration 25Q: 3 clusters Score -1242586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1242607.000000 Penalty: 4583.519531
	Iteration 26Q: 3 clusters Score -1242607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1242619.250000 Penalty: 4583.519531
	Iteration 27Q: 3 clusters Score -1242619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1242627.625000 Penalty: 4583.519531
	Iteration 28Q: 3 clusters Score -1242628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1242643.750000 Penalty: 4583.519531
	Iteration 29Q: 3 clusters Score -1242644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1242655.375000 Penalty: 4583.519531
	Iteration 30Q: 3 clusters Score -1242655 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1242674.875000 Penalty: 4583.519531
	Iteration 31Q: 3 clusters Score -1242675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1242696.250000 Penalty: 4583.519531
	Iteration 32Q: 3 clusters Score -1242696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1242706.875000 Penalty: 4583.519531
	Iteration 33Q: 3 clusters Score -1242707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1242720.250000 Penalty: 4583.519531
	Iteration 34Q: 3 clusters Score -1242720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1242736.125000 Penalty: 4583.519531
	Iteration 35Q: 3 clusters Score -1242736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1242743.250000 Penalty: 4583.519531
	Iteration 36Q: 3 clusters Score -1242743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1242755.625000 Penalty: 4583.519531
	Iteration 37Q: 3 clusters Score -1242756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1242765.125000 Penalty: 4583.519531
	Iteration 38Q: 3 clusters Score -1242765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1242776.250000 Penalty: 4583.519531
	Iteration 39Q: 3 clusters Score -1242776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1242782.375000 Penalty: 4583.519531
	Iteration 40F: 3 clusters Score -1242782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1242800.750000 Penalty: 4583.519531
	Iteration 41Q: 3 clusters Score -1242801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1242809.375000 Penalty: 4583.519531
	Iteration 42Q: 3 clusters Score -1242809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1242817.625000 Penalty: 4583.519531
	Iteration 43Q: 3 clusters Score -1242818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1242821.750000 Penalty: 4583.519531
	Iteration 44Q: 3 clusters Score -1242822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1242823.125000 Penalty: 4583.519531
	Iteration 45Q: 3 clusters Score -1242823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1242825.250000 Penalty: 4583.519531
	Iteration 46Q: 3 clusters Score -1242825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1242828.875000 Penalty: 4583.519531
	Iteration 47Q: 3 clusters Score -1242829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1242829.000000 Penalty: 4583.519531
	Iteration 48Q: 3 clusters Score -1242829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1242833.125000 Penalty: 4583.519531
	Iteration 49Q: 3 clusters Score -1242833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1242833.000000 Penalty: 4583.519531
	Iteration 50Q: 3 clusters Score -1242833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1242835.000000 Penalty: 4583.519531
	Iteration 51Q: 3 clusters Score -1242835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1242835.625000 Penalty: 4583.519531
	Iteration 52Q: 3 clusters Score -1242836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1242837.000000 Penalty: 4583.519531
	Iteration 53Q: 3 clusters Score -1242837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1242841.625000 Penalty: 4583.519531
	Iteration 54Q: 3 clusters Score -1242842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1242842.000000 Penalty: 4583.519531
	Iteration 55Q: 3 clusters Score -1242842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1242842.000000 Penalty: 4583.519531
	Iteration 56Q: 3 clusters Score -1242842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1242844.750000 Penalty: 4583.519531
	Iteration 57Q: 3 clusters Score -1242845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1242844.750000 Penalty: 4583.519531
	Iteration 58F: 3 clusters Score -1242845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (141387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141387 members 
Entering Unmasked Estep 
Score: -17995148.000000 Penalty: 2941.095459
	Iteration 0F: 2 clusters Score -1.799515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -17902214.000000 Penalty: 5882.190918
	Iteration 0F: 3 clusters Score -1.790221e+07 nChanged 67623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -17941584.000000 Penalty: 5882.190918
	Iteration 1F: 3 clusters Score -1.794158e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -17942764.000000 Penalty: 5882.190918
	Iteration 2Q: 3 clusters Score -1.794276e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -17944838.000000 Penalty: 5882.190918
	Iteration 3Q: 3 clusters Score -1.794484e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 87187 members 
Entering Unmasked Estep 
Score: -17949030.000000 Penalty: 5882.190918
	Iteration 4F: 3 clusters Score -1.794903e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 95759 members 
Entering Unmasked Estep 
Score: -17955814.000000 Penalty: 5882.190918
	Iteration 5F: 3 clusters Score -1.795581e+07 nChanged 11590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -17964838.000000 Penalty: 5882.190918
	Iteration 6F: 3 clusters Score -1.796484e+07 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 115998 members 
Entering Unmasked Estep 
Score: -17973574.000000 Penalty: 5882.190918
	Iteration 7F: 3 clusters Score -1.797357e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 124159 members 
Entering Unmasked Estep 
Score: -17980116.000000 Penalty: 5882.190918
	Iteration 8F: 3 clusters Score -1.798012e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 130219 members 
Entering Unmasked Estep 
Score: -17984790.000000 Penalty: 5882.190918
	Iteration 9Q: 3 clusters Score -1.798479e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 134552 members 
Entering Unmasked Estep 
Score: -17988066.000000 Penalty: 5882.190918
	Iteration 10Q: 3 clusters Score -1.798807e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 137324 members 
Entering Unmasked Estep 
Score: -17990010.000000 Penalty: 5882.190918
	Iteration 11Q: 3 clusters Score -1.799001e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 138896 members 
Entering Unmasked Estep 
Score: -17991250.000000 Penalty: 5882.190918
	Iteration 12Q: 3 clusters Score -1.799125e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 139685 members 
Entering Unmasked Estep 
Score: -17991844.000000 Penalty: 5882.190918
	Iteration 13Q: 3 clusters Score -1.799184e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 140107 members 
Entering Unmasked Estep 
Score: -17992130.000000 Penalty: 5882.190918
	Iteration 14Q: 3 clusters Score -1.799213e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 140343 members 
Entering Unmasked Estep 
Score: -17992266.000000 Penalty: 5882.190918
	Iteration 15Q: 3 clusters Score -1.799227e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 140476 members 
Entering Unmasked Estep 
Score: -17992380.000000 Penalty: 5882.190918
	Iteration 16Q: 3 clusters Score -1.799238e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 140563 members 
Entering Unmasked Estep 
Score: -17992468.000000 Penalty: 5882.190918
	Iteration 17Q: 3 clusters Score -1.799247e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 140613 members 
Entering Unmasked Estep 
Score: -17992542.000000 Penalty: 5882.190918
	Iteration 18Q: 3 clusters Score -1.799254e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 140636 members 
Entering Unmasked Estep 
Score: -17992576.000000 Penalty: 5882.190918
	Iteration 19Q: 3 clusters Score -1.799258e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 140653 members 
Entering Unmasked Estep 
Score: -17992616.000000 Penalty: 5882.190918
	Iteration 20F: 3 clusters Score -1.799262e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 140667 members 
Entering Unmasked Estep 
Score: -17992612.000000 Penalty: 5882.190918
	Iteration 21Q: 3 clusters Score -1.799261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 140682 members 
Entering Unmasked Estep 
Score: -17992620.000000 Penalty: 5882.190918
	Iteration 22Q: 3 clusters Score -1.799262e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 140697 members 
Entering Unmasked Estep 
Score: -17992654.000000 Penalty: 5882.190918
	Iteration 23Q: 3 clusters Score -1.799265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 140711 members 
Entering Unmasked Estep 
Score: -17992684.000000 Penalty: 5882.190918
	Iteration 24Q: 3 clusters Score -1.799268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 140722 members 
Entering Unmasked Estep 
Score: -17992712.000000 Penalty: 5882.190918
	Iteration 25Q: 3 clusters Score -1.799271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 140723 members 
Entering Unmasked Estep 
Score: -17992712.000000 Penalty: 5882.190918
	Iteration 26Q: 3 clusters Score -1.799271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 140725 members 
Entering Unmasked Estep 
Score: -17992706.000000 Penalty: 5882.190918
	Iteration 27Q: 3 clusters Score -1.799271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 140727 members 
Entering Unmasked Estep 
Score: -17992706.000000 Penalty: 5882.190918
	Iteration 28Q: 3 clusters Score -1.799271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 140729 members 
Entering Unmasked Estep 
Score: -17992716.000000 Penalty: 5882.190918
	Iteration 29Q: 3 clusters Score -1.799272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 140731 members 
Entering Unmasked Estep 
Score: -17992716.000000 Penalty: 5882.190918
	Iteration 30Q: 3 clusters Score -1.799272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 140730 members 
Entering Unmasked Estep 
Score: -17992708.000000 Penalty: 5882.190918
	Iteration 31Q: 3 clusters Score -1.799271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 140730 members 
Entering Unmasked Estep 
Score: -17992708.000000 Penalty: 5882.190918
	Iteration 32F: 3 clusters Score -1.799271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (102844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Entering Unmasked Estep 
Score: -12947627.000000 Penalty: 2862.160400
	Iteration 0F: 2 clusters Score -1.294763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -12879384.000000 Penalty: 5724.320801
	Iteration 0F: 3 clusters Score -1.287938e+07 nChanged 48393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -12907143.000000 Penalty: 5724.320801
	Iteration 1F: 3 clusters Score -1.290714e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -12908024.000000 Penalty: 5724.320801
	Iteration 2Q: 3 clusters Score -1.290802e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -12909251.000000 Penalty: 5724.320801
	Iteration 3Q: 3 clusters Score -1.290925e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -12911342.000000 Penalty: 5724.320801
	Iteration 4Q: 3 clusters Score -1.291134e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -12914788.000000 Penalty: 5724.320801
	Iteration 5F: 3 clusters Score -1.291479e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -12919715.000000 Penalty: 5724.320801
	Iteration 6F: 3 clusters Score -1.291972e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78575 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -12925572.000000 Penalty: 5724.320801
	Iteration 7F: 3 clusters Score -1.292557e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85242 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -12931242.000000 Penalty: 5724.320801
	Iteration 8F: 3 clusters Score -1.293124e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90958 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -12936110.000000 Penalty: 5724.320801
	Iteration 9F: 3 clusters Score -1.293611e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -12939988.000000 Penalty: 5724.320801
	Iteration 10Q: 3 clusters Score -1.293999e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -12942537.000000 Penalty: 5724.320801
	Iteration 11Q: 3 clusters Score -1.294254e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99989 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -12943862.000000 Penalty: 5724.320801
	Iteration 12Q: 3 clusters Score -1.294386e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -12944538.000000 Penalty: 5724.320801
	Iteration 13Q: 3 clusters Score -1.294454e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -12944902.000000 Penalty: 5724.320801
	Iteration 14Q: 3 clusters Score -1.29449e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101479 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -12945049.000000 Penalty: 5724.320801
	Iteration 15Q: 3 clusters Score -1.294505e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12945181.000000 Penalty: 5724.320801
	Iteration 16Q: 3 clusters Score -1.294518e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101684 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -12945246.000000 Penalty: 5724.320801
	Iteration 17Q: 3 clusters Score -1.294525e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -12945277.000000 Penalty: 5724.320801
	Iteration 18Q: 3 clusters Score -1.294528e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12945334.000000 Penalty: 5724.320801
	Iteration 19Q: 3 clusters Score -1.294533e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12945376.000000 Penalty: 5724.320801
	Iteration 20F: 3 clusters Score -1.294538e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101821 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12945398.000000 Penalty: 5724.320801
	Iteration 21Q: 3 clusters Score -1.29454e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101838 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12945424.000000 Penalty: 5724.320801
	Iteration 22Q: 3 clusters Score -1.294542e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101856 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12945439.000000 Penalty: 5724.320801
	Iteration 23Q: 3 clusters Score -1.294544e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101877 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12945475.000000 Penalty: 5724.320801
	Iteration 24Q: 3 clusters Score -1.294548e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -12945487.000000 Penalty: 5724.320801
	Iteration 25Q: 3 clusters Score -1.294549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101883 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12945494.000000 Penalty: 5724.320801
	Iteration 26Q: 3 clusters Score -1.294549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12945494.000000 Penalty: 5724.320801
	Iteration 27Q: 3 clusters Score -1.294549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101889 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12945508.000000 Penalty: 5724.320801
	Iteration 28Q: 3 clusters Score -1.294551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101889 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12945521.000000 Penalty: 5724.320801
	Iteration 29Q: 3 clusters Score -1.294552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12945529.000000 Penalty: 5724.320801
	Iteration 30Q: 3 clusters Score -1.294553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12945524.000000 Penalty: 5724.320801
	Iteration 31Q: 3 clusters Score -1.294552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12945532.000000 Penalty: 5724.320801
	Iteration 32Q: 3 clusters Score -1.294553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101896 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12945542.000000 Penalty: 5724.320801
	Iteration 33Q: 3 clusters Score -1.294554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101902 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12945544.000000 Penalty: 5724.320801
	Iteration 34Q: 3 clusters Score -1.294554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101904 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12945541.000000 Penalty: 5724.320801
	Iteration 35Q: 3 clusters Score -1.294554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -12945539.000000 Penalty: 5724.320801
	Iteration 36Q: 3 clusters Score -1.294554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101907 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12945552.000000 Penalty: 5724.320801
	Iteration 37Q: 3 clusters Score -1.294555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -12945561.000000 Penalty: 5724.320801
	Iteration 38Q: 3 clusters Score -1.294556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101911 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12945554.000000 Penalty: 5724.320801
	Iteration 39Q: 3 clusters Score -1.294555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12945553.000000 Penalty: 5724.320801
	Iteration 40F: 3 clusters Score -1.294555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101919 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12945570.000000 Penalty: 5724.320801
	Iteration 41Q: 3 clusters Score -1.294557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12945570.000000 Penalty: 5724.320801
	Iteration 42Q: 3 clusters Score -1.294557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12945574.000000 Penalty: 5724.320801
	Iteration 43Q: 3 clusters Score -1.294557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12945576.000000 Penalty: 5724.320801
	Iteration 44Q: 3 clusters Score -1.294558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12945578.000000 Penalty: 5724.320801
	Iteration 45Q: 3 clusters Score -1.294558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12945570.000000 Penalty: 5724.320801
	Iteration 46Q: 3 clusters Score -1.294557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101929 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -12945568.000000 Penalty: 5724.320801
	Iteration 47Q: 3 clusters Score -1.294557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101929 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -12945568.000000 Penalty: 5724.320801
	Iteration 48F: 3 clusters Score -1.294557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Entering Unmasked Estep 
Score: -3740137.500000 Penalty: 2554.161133
	Iteration 0F: 2 clusters Score -3740138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3719803.750000 Penalty: 5108.322266
	Iteration 0F: 3 clusters Score -3719804 nChanged 13377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3726950.000000 Penalty: 5108.322266
	Iteration 1F: 3 clusters Score -3726950 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3727582.750000 Penalty: 5108.322266
	Iteration 2F: 3 clusters Score -3727583 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3728373.250000 Penalty: 5108.322266
	Iteration 3F: 3 clusters Score -3728373 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3729368.000000 Penalty: 5108.322266
	Iteration 4F: 3 clusters Score -3729368 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3730631.500000 Penalty: 5108.322266
	Iteration 5F: 3 clusters Score -3730632 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3732028.250000 Penalty: 5108.322266
	Iteration 6F: 3 clusters Score -3732028 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3733414.750000 Penalty: 5108.322266
	Iteration 7F: 3 clusters Score -3733415 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3734602.000000 Penalty: 5108.322266
	Iteration 8F: 3 clusters Score -3734602 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3735536.500000 Penalty: 5108.322266
	Iteration 9Q: 3 clusters Score -3735536 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3736266.250000 Penalty: 5108.322266
	Iteration 10Q: 3 clusters Score -3736266 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3736851.250000 Penalty: 5108.322266
	Iteration 11Q: 3 clusters Score -3736851 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3737303.250000 Penalty: 5108.322266
	Iteration 12Q: 3 clusters Score -3737303 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3737668.250000 Penalty: 5108.322266
	Iteration 13Q: 3 clusters Score -3737668 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3737882.750000 Penalty: 5108.322266
	Iteration 14Q: 3 clusters Score -3737883 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3738008.750000 Penalty: 5108.322266
	Iteration 15Q: 3 clusters Score -3738009 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -3738105.000000 Penalty: 5108.322266
	Iteration 16Q: 3 clusters Score -3738105 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -3738188.750000 Penalty: 5108.322266
	Iteration 17Q: 3 clusters Score -3738189 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3738260.250000 Penalty: 5108.322266
	Iteration 18Q: 3 clusters Score -3738260 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3738304.500000 Penalty: 5108.322266
	Iteration 19Q: 3 clusters Score -3738304 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3738364.750000 Penalty: 5108.322266
	Iteration 20F: 3 clusters Score -3738365 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3738407.750000 Penalty: 5108.322266
	Iteration 21Q: 3 clusters Score -3738408 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3738449.750000 Penalty: 5108.322266
	Iteration 22Q: 3 clusters Score -3738450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -3738485.250000 Penalty: 5108.322266
	Iteration 23Q: 3 clusters Score -3738485 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3738536.500000 Penalty: 5108.322266
	Iteration 24Q: 3 clusters Score -3738536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3738584.750000 Penalty: 5108.322266
	Iteration 25Q: 3 clusters Score -3738585 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3738659.000000 Penalty: 5108.322266
	Iteration 26Q: 3 clusters Score -3738659 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -3738730.000000 Penalty: 5108.322266
	Iteration 27Q: 3 clusters Score -3738730 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3738817.000000 Penalty: 5108.322266
	Iteration 28Q: 3 clusters Score -3738817 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3738890.000000 Penalty: 5108.322266
	Iteration 29Q: 3 clusters Score -3738890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -3738942.250000 Penalty: 5108.322266
	Iteration 30Q: 3 clusters Score -3738942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3738965.500000 Penalty: 5108.322266
	Iteration 31Q: 3 clusters Score -3738966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -3738993.250000 Penalty: 5108.322266
	Iteration 32Q: 3 clusters Score -3738993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3739013.750000 Penalty: 5108.322266
	Iteration 33Q: 3 clusters Score -3739014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3739023.500000 Penalty: 5108.322266
	Iteration 34Q: 3 clusters Score -3739024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3739029.000000 Penalty: 5108.322266
	Iteration 35Q: 3 clusters Score -3739029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3739026.250000 Penalty: 5108.322266
	Iteration 36Q: 3 clusters Score -3739026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3739028.500000 Penalty: 5108.322266
	Iteration 37Q: 3 clusters Score -3739028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -3739028.000000 Penalty: 5108.322266
	Iteration 38Q: 3 clusters Score -3739028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3739030.000000 Penalty: 5108.322266
	Iteration 39Q: 3 clusters Score -3739030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3739031.500000 Penalty: 5108.322266
	Iteration 40F: 3 clusters Score -3739032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3739031.250000 Penalty: 5108.322266
	Iteration 41Q: 3 clusters Score -3739031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3739032.250000 Penalty: 5108.322266
	Iteration 42Q: 3 clusters Score -3739032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3739039.000000 Penalty: 5108.322266
	Iteration 43Q: 3 clusters Score -3739039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3739035.000000 Penalty: 5108.322266
	Iteration 44Q: 3 clusters Score -3739035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -3739035.500000 Penalty: 5108.322266
	Iteration 45Q: 3 clusters Score -3739036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3739034.750000 Penalty: 5108.322266
	Iteration 46Q: 3 clusters Score -3739035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3739036.750000 Penalty: 5108.322266
	Iteration 47Q: 3 clusters Score -3739037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -3739040.000000 Penalty: 5108.322266
	Iteration 48Q: 3 clusters Score -3739040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3739038.250000 Penalty: 5108.322266
	Iteration 49Q: 3 clusters Score -3739038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3739039.500000 Penalty: 5108.322266
	Iteration 50Q: 3 clusters Score -3739040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3739039.250000 Penalty: 5108.322266
	Iteration 51Q: 3 clusters Score -3739039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3739041.000000 Penalty: 5108.322266
	Iteration 52Q: 3 clusters Score -3739041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3739044.750000 Penalty: 5108.322266
	Iteration 53Q: 3 clusters Score -3739045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -3739045.500000 Penalty: 5108.322266
	Iteration 54Q: 3 clusters Score -3739046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -3739045.500000 Penalty: 5108.322266
	Iteration 55F: 3 clusters Score -3739046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Entering Unmasked Estep 
Score: -373855.531250 Penalty: 2000.497314
	Iteration 0F: 2 clusters Score -373855.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -370529.156250 Penalty: 4000.994629
	Iteration 0F: 3 clusters Score -370529.2 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -371222.281250 Penalty: 4000.994629
	Iteration 1F: 3 clusters Score -371222.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -371412.593750 Penalty: 4000.994629
	Iteration 2F: 3 clusters Score -371412.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -371558.312500 Penalty: 4000.994629
	Iteration 3F: 3 clusters Score -371558.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -371675.875000 Penalty: 4000.994629
	Iteration 4Q: 3 clusters Score -371675.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -371799.343750 Penalty: 4000.994629
	Iteration 5Q: 3 clusters Score -371799.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -371926.781250 Penalty: 4000.994629
	Iteration 6Q: 3 clusters Score -371926.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -372047.218750 Penalty: 4000.994629
	Iteration 7Q: 3 clusters Score -372047.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -372159.875000 Penalty: 4000.994629
	Iteration 8Q: 3 clusters Score -372159.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -372289.937500 Penalty: 4000.994629
	Iteration 9Q: 3 clusters Score -372289.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -372413.125000 Penalty: 4000.994629
	Iteration 10Q: 3 clusters Score -372413.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -372515.718750 Penalty: 4000.994629
	Iteration 11Q: 3 clusters Score -372515.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -372573.531250 Penalty: 4000.994629
	Iteration 12Q: 3 clusters Score -372573.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -372616.281250 Penalty: 4000.994629
	Iteration 13Q: 3 clusters Score -372616.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -372641.031250 Penalty: 4000.994629
	Iteration 14Q: 3 clusters Score -372641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -372650.437500 Penalty: 4000.994629
	Iteration 15Q: 3 clusters Score -372650.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -372661.250000 Penalty: 4000.994629
	Iteration 16Q: 3 clusters Score -372661.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -372672.406250 Penalty: 4000.994629
	Iteration 17Q: 3 clusters Score -372672.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -372682.375000 Penalty: 4000.994629
	Iteration 18Q: 3 clusters Score -372682.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -372694.218750 Penalty: 4000.994629
	Iteration 19Q: 3 clusters Score -372694.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -372710.500000 Penalty: 4000.994629
	Iteration 20F: 3 clusters Score -372710.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -372718.906250 Penalty: 4000.994629
	Iteration 21Q: 3 clusters Score -372718.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -372724.281250 Penalty: 4000.994629
	Iteration 22Q: 3 clusters Score -372724.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -372730.218750 Penalty: 4000.994629
	Iteration 23Q: 3 clusters Score -372730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -372733.437500 Penalty: 4000.994629
	Iteration 24Q: 3 clusters Score -372733.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -372737.031250 Penalty: 4000.994629
	Iteration 25Q: 3 clusters Score -372737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -372739.218750 Penalty: 4000.994629
	Iteration 26Q: 3 clusters Score -372739.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -372739.843750 Penalty: 4000.994629
	Iteration 27Q: 3 clusters Score -372739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -372741.187500 Penalty: 4000.994629
	Iteration 28Q: 3 clusters Score -372741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -372741.593750 Penalty: 4000.994629
	Iteration 29Q: 3 clusters Score -372741.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -372741.593750 Penalty: 4000.994629
	Iteration 30F: 3 clusters Score -372741.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Entering Unmasked Estep 
Score: -779881.937500 Penalty: 2169.933594
	Iteration 0F: 2 clusters Score -779881.9 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 3116 members 
Entering Unmasked Estep 
Score: -774544.250000 Penalty: 4339.867188
	Iteration 0F: 3 clusters Score -774544.2 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -775997.187500 Penalty: 4339.867188
	Iteration 1F: 3 clusters Score -775997.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -776207.875000 Penalty: 4339.867188
	Iteration 2F: 3 clusters Score -776207.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -776328.250000 Penalty: 4339.867188
	Iteration 3Q: 3 clusters Score -776328.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -776404.312500 Penalty: 4339.867188
	Iteration 4Q: 3 clusters Score -776404.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -776467.750000 Penalty: 4339.867188
	Iteration 5Q: 3 clusters Score -776467.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -776511.437500 Penalty: 4339.867188
	Iteration 6Q: 3 clusters Score -776511.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -776559.750000 Penalty: 4339.867188
	Iteration 7Q: 3 clusters Score -776559.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -776627.875000 Penalty: 4339.867188
	Iteration 8Q: 3 clusters Score -776627.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -776693.250000 Penalty: 4339.867188
	Iteration 9Q: 3 clusters Score -776693.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -776761.062500 Penalty: 4339.867188
	Iteration 10Q: 3 clusters Score -776761.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -776847.562500 Penalty: 4339.867188
	Iteration 11Q: 3 clusters Score -776847.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -776943.750000 Penalty: 4339.867188
	Iteration 12Q: 3 clusters Score -776943.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -777033.250000 Penalty: 4339.867188
	Iteration 13Q: 3 clusters Score -777033.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -777145.750000 Penalty: 4339.867188
	Iteration 14Q: 3 clusters Score -777145.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -777259.000000 Penalty: 4339.867188
	Iteration 15Q: 3 clusters Score -777259 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -777368.125000 Penalty: 4339.867188
	Iteration 16Q: 3 clusters Score -777368.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -777464.937500 Penalty: 4339.867188
	Iteration 17Q: 3 clusters Score -777464.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -777545.875000 Penalty: 4339.867188
	Iteration 18Q: 3 clusters Score -777545.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -777629.312500 Penalty: 4339.867188
	Iteration 19Q: 3 clusters Score -777629.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -777699.812500 Penalty: 4339.867188
	Iteration 20F: 3 clusters Score -777699.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -777750.750000 Penalty: 4339.867188
	Iteration 21Q: 3 clusters Score -777750.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -777793.812500 Penalty: 4339.867188
	Iteration 22Q: 3 clusters Score -777793.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -777828.062500 Penalty: 4339.867188
	Iteration 23Q: 3 clusters Score -777828.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -777864.625000 Penalty: 4339.867188
	Iteration 24Q: 3 clusters Score -777864.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -777889.937500 Penalty: 4339.867188
	Iteration 25Q: 3 clusters Score -777889.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -777903.062500 Penalty: 4339.867188
	Iteration 26Q: 3 clusters Score -777903.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -777913.687500 Penalty: 4339.867188
	Iteration 27Q: 3 clusters Score -777913.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -777932.937500 Penalty: 4339.867188
	Iteration 28Q: 3 clusters Score -777932.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -777948.312500 Penalty: 4339.867188
	Iteration 29Q: 3 clusters Score -777948.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -777968.187500 Penalty: 4339.867188
	Iteration 30Q: 3 clusters Score -777968.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -777982.812500 Penalty: 4339.867188
	Iteration 31Q: 3 clusters Score -777982.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -777996.312500 Penalty: 4339.867188
	Iteration 32Q: 3 clusters Score -777996.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -778008.375000 Penalty: 4339.867188
	Iteration 33Q: 3 clusters Score -778008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -778012.125000 Penalty: 4339.867188
	Iteration 34Q: 3 clusters Score -778012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -778017.250000 Penalty: 4339.867188
	Iteration 35Q: 3 clusters Score -778017.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -778022.500000 Penalty: 4339.867188
	Iteration 36Q: 3 clusters Score -778022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -778024.437500 Penalty: 4339.867188
	Iteration 37Q: 3 clusters Score -778024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -778026.187500 Penalty: 4339.867188
	Iteration 38Q: 3 clusters Score -778026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -778027.750000 Penalty: 4339.867188
	Iteration 39Q: 3 clusters Score -778027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -778027.750000 Penalty: 4339.867188
	Iteration 40F: 3 clusters Score -778027.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Entering Unmasked Estep 
Score: -5486725.000000 Penalty: 2648.368652
	Iteration 0F: 2 clusters Score -5486725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -5457424.500000 Penalty: 5296.737305
	Iteration 0F: 3 clusters Score -5457424 nChanged 19958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -5468491.000000 Penalty: 5296.737305
	Iteration 1F: 3 clusters Score -5468491 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -5469202.000000 Penalty: 5296.737305
	Iteration 2Q: 3 clusters Score -5469202 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5470058.500000 Penalty: 5296.737305
	Iteration 3Q: 3 clusters Score -5470058 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -5471301.000000 Penalty: 5296.737305
	Iteration 4Q: 3 clusters Score -5471301 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5473044.000000 Penalty: 5296.737305
	Iteration 5F: 3 clusters Score -5473044 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -5475005.500000 Penalty: 5296.737305
	Iteration 6F: 3 clusters Score -5475006 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -5477087.000000 Penalty: 5296.737305
	Iteration 7F: 3 clusters Score -5477087 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -5478954.500000 Penalty: 5296.737305
	Iteration 8F: 3 clusters Score -5478954 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -5480444.500000 Penalty: 5296.737305
	Iteration 9Q: 3 clusters Score -5480444 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -5481583.000000 Penalty: 5296.737305
	Iteration 10Q: 3 clusters Score -5481583 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -5482373.000000 Penalty: 5296.737305
	Iteration 11Q: 3 clusters Score -5482373 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -5482924.500000 Penalty: 5296.737305
	Iteration 12Q: 3 clusters Score -5482924 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -5483328.500000 Penalty: 5296.737305
	Iteration 13Q: 3 clusters Score -5483328 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5483605.500000 Penalty: 5296.737305
	Iteration 14Q: 3 clusters Score -5483606 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5483812.000000 Penalty: 5296.737305
	Iteration 15Q: 3 clusters Score -5483812 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5483945.500000 Penalty: 5296.737305
	Iteration 16Q: 3 clusters Score -5483946 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5484059.000000 Penalty: 5296.737305
	Iteration 17Q: 3 clusters Score -5484059 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5484146.000000 Penalty: 5296.737305
	Iteration 18Q: 3 clusters Score -5484146 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5484195.500000 Penalty: 5296.737305
	Iteration 19Q: 3 clusters Score -5484196 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5484254.500000 Penalty: 5296.737305
	Iteration 20F: 3 clusters Score -5484254 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5484315.000000 Penalty: 5296.737305
	Iteration 21Q: 3 clusters Score -5484315 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5484362.500000 Penalty: 5296.737305
	Iteration 22Q: 3 clusters Score -5484362 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5484405.500000 Penalty: 5296.737305
	Iteration 23Q: 3 clusters Score -5484406 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5484439.000000 Penalty: 5296.737305
	Iteration 24Q: 3 clusters Score -5484439 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5484462.500000 Penalty: 5296.737305
	Iteration 25Q: 3 clusters Score -5484462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5484486.000000 Penalty: 5296.737305
	Iteration 26Q: 3 clusters Score -5484486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5484506.000000 Penalty: 5296.737305
	Iteration 27Q: 3 clusters Score -5484506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5484517.500000 Penalty: 5296.737305
	Iteration 28Q: 3 clusters Score -5484518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5484528.000000 Penalty: 5296.737305
	Iteration 29Q: 3 clusters Score -5484528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5484541.500000 Penalty: 5296.737305
	Iteration 30Q: 3 clusters Score -5484542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5484547.000000 Penalty: 5296.737305
	Iteration 31Q: 3 clusters Score -5484547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5484551.500000 Penalty: 5296.737305
	Iteration 32Q: 3 clusters Score -5484552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5484559.500000 Penalty: 5296.737305
	Iteration 33Q: 3 clusters Score -5484560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5484562.000000 Penalty: 5296.737305
	Iteration 34Q: 3 clusters Score -5484562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5484560.000000 Penalty: 5296.737305
	Iteration 35Q: 3 clusters Score -5484560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5484578.500000 Penalty: 5296.737305
	Iteration 36Q: 3 clusters Score -5484578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5484582.500000 Penalty: 5296.737305
	Iteration 37Q: 3 clusters Score -5484582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5484582.000000 Penalty: 5296.737305
	Iteration 38Q: 3 clusters Score -5484582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5484586.500000 Penalty: 5296.737305
	Iteration 39Q: 3 clusters Score -5484586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5484593.500000 Penalty: 5296.737305
	Iteration 40F: 3 clusters Score -5484594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5484593.500000 Penalty: 5296.737305
	Iteration 41Q: 3 clusters Score -5484594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5484596.500000 Penalty: 5296.737305
	Iteration 42Q: 3 clusters Score -5484596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5484603.000000 Penalty: 5296.737305
	Iteration 43Q: 3 clusters Score -5484603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5484601.500000 Penalty: 5296.737305
	Iteration 44Q: 3 clusters Score -5484602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5484605.500000 Penalty: 5296.737305
	Iteration 45Q: 3 clusters Score -5484606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5484603.500000 Penalty: 5296.737305
	Iteration 46Q: 3 clusters Score -5484604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5484603.500000 Penalty: 5296.737305
	Iteration 47F: 3 clusters Score -5484604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Entering Unmasked Estep 
Score: -4257961.500000 Penalty: 2578.688965
	Iteration 0F: 2 clusters Score -4257962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4235533.000000 Penalty: 5157.377930
	Iteration 0F: 3 clusters Score -4235533 nChanged 14937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -4243624.500000 Penalty: 5157.377930
	Iteration 1F: 3 clusters Score -4243624 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -4244047.000000 Penalty: 5157.377930
	Iteration 2Q: 3 clusters Score -4244047 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -4244511.500000 Penalty: 5157.377930
	Iteration 3Q: 3 clusters Score -4244512 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -4245095.000000 Penalty: 5157.377930
	Iteration 4Q: 3 clusters Score -4245095 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -4245791.000000 Penalty: 5157.377930
	Iteration 5Q: 3 clusters Score -4245791 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -4246746.000000 Penalty: 5157.377930
	Iteration 6F: 3 clusters Score -4246746 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -4248134.000000 Penalty: 5157.377930
	Iteration 7F: 3 clusters Score -4248134 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -4249961.000000 Penalty: 5157.377930
	Iteration 8F: 3 clusters Score -4249961 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4251901.000000 Penalty: 5157.377930
	Iteration 9F: 3 clusters Score -4251901 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4253428.500000 Penalty: 5157.377930
	Iteration 10F: 3 clusters Score -4253428 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4254388.000000 Penalty: 5157.377930
	Iteration 11Q: 3 clusters Score -4254388 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4254979.500000 Penalty: 5157.377930
	Iteration 12Q: 3 clusters Score -4254980 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4255307.000000 Penalty: 5157.377930
	Iteration 13Q: 3 clusters Score -4255307 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4255475.000000 Penalty: 5157.377930
	Iteration 14Q: 3 clusters Score -4255475 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4255580.000000 Penalty: 5157.377930
	Iteration 15Q: 3 clusters Score -4255580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4255622.500000 Penalty: 5157.377930
	Iteration 16Q: 3 clusters Score -4255622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4255651.000000 Penalty: 5157.377930
	Iteration 17Q: 3 clusters Score -4255651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4255669.500000 Penalty: 5157.377930
	Iteration 18Q: 3 clusters Score -4255670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4255687.000000 Penalty: 5157.377930
	Iteration 19Q: 3 clusters Score -4255687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4255701.500000 Penalty: 5157.377930
	Iteration 20F: 3 clusters Score -4255702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4255720.000000 Penalty: 5157.377930
	Iteration 21Q: 3 clusters Score -4255720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4255728.500000 Penalty: 5157.377930
	Iteration 22Q: 3 clusters Score -4255728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4255733.500000 Penalty: 5157.377930
	Iteration 23Q: 3 clusters Score -4255734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4255738.000000 Penalty: 5157.377930
	Iteration 24Q: 3 clusters Score -4255738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4255745.000000 Penalty: 5157.377930
	Iteration 25Q: 3 clusters Score -4255745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4255753.000000 Penalty: 5157.377930
	Iteration 26Q: 3 clusters Score -4255753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4255750.500000 Penalty: 5157.377930
	Iteration 27Q: 3 clusters Score -4255750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4255754.500000 Penalty: 5157.377930
	Iteration 28Q: 3 clusters Score -4255754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4255750.500000 Penalty: 5157.377930
	Iteration 29Q: 3 clusters Score -4255750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4255752.500000 Penalty: 5157.377930
	Iteration 30Q: 3 clusters Score -4255752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4255751.000000 Penalty: 5157.377930
	Iteration 31Q: 3 clusters Score -4255751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4255752.000000 Penalty: 5157.377930
	Iteration 32Q: 3 clusters Score -4255752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4255753.500000 Penalty: 5157.377930
	Iteration 33Q: 3 clusters Score -4255754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4255753.500000 Penalty: 5157.377930
	Iteration 34Q: 3 clusters Score -4255754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4255754.500000 Penalty: 5157.377930
	Iteration 35Q: 3 clusters Score -4255754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4255760.000000 Penalty: 5157.377930
	Iteration 36Q: 3 clusters Score -4255760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4255759.500000 Penalty: 5157.377930
	Iteration 37Q: 3 clusters Score -4255760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4255759.500000 Penalty: 5157.377930
	Iteration 38F: 3 clusters Score -4255760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Entering Unmasked Estep 
Score: -688785.437500 Penalty: 2132.861084
	Iteration 0F: 2 clusters Score -688785.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -684059.062500 Penalty: 4265.722168
	Iteration 0F: 3 clusters Score -684059.1 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -685206.000000 Penalty: 4265.722168
	Iteration 1F: 3 clusters Score -685206 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -685386.187500 Penalty: 4265.722168
	Iteration 2F: 3 clusters Score -685386.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -685485.750000 Penalty: 4265.722168
	Iteration 3Q: 3 clusters Score -685485.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -685546.750000 Penalty: 4265.722168
	Iteration 4Q: 3 clusters Score -685546.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -685596.937500 Penalty: 4265.722168
	Iteration 5Q: 3 clusters Score -685596.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -685639.875000 Penalty: 4265.722168
	Iteration 6Q: 3 clusters Score -685639.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -685675.875000 Penalty: 4265.722168
	Iteration 7Q: 3 clusters Score -685675.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -685708.187500 Penalty: 4265.722168
	Iteration 8Q: 3 clusters Score -685708.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -685730.750000 Penalty: 4265.722168
	Iteration 9Q: 3 clusters Score -685730.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -685748.500000 Penalty: 4265.722168
	Iteration 10Q: 3 clusters Score -685748.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -685767.500000 Penalty: 4265.722168
	Iteration 11Q: 3 clusters Score -685767.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -685782.000000 Penalty: 4265.722168
	Iteration 12Q: 3 clusters Score -685782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -685793.687500 Penalty: 4265.722168
	Iteration 13Q: 3 clusters Score -685793.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -685802.687500 Penalty: 4265.722168
	Iteration 14Q: 3 clusters Score -685802.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -685816.000000 Penalty: 4265.722168
	Iteration 15Q: 3 clusters Score -685816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -685823.625000 Penalty: 4265.722168
	Iteration 16Q: 3 clusters Score -685823.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -685831.625000 Penalty: 4265.722168
	Iteration 17Q: 3 clusters Score -685831.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -685844.125000 Penalty: 4265.722168
	Iteration 18Q: 3 clusters Score -685844.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -685854.062500 Penalty: 4265.722168
	Iteration 19Q: 3 clusters Score -685854.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -685865.250000 Penalty: 4265.722168
	Iteration 20F: 3 clusters Score -685865.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -685873.500000 Penalty: 4265.722168
	Iteration 21Q: 3 clusters Score -685873.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -685880.625000 Penalty: 4265.722168
	Iteration 22Q: 3 clusters Score -685880.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -685887.062500 Penalty: 4265.722168
	Iteration 23Q: 3 clusters Score -685887.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -685896.250000 Penalty: 4265.722168
	Iteration 24Q: 3 clusters Score -685896.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -685904.687500 Penalty: 4265.722168
	Iteration 25Q: 3 clusters Score -685904.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -685910.625000 Penalty: 4265.722168
	Iteration 26Q: 3 clusters Score -685910.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -685917.000000 Penalty: 4265.722168
	Iteration 27Q: 3 clusters Score -685917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -685928.687500 Penalty: 4265.722168
	Iteration 28Q: 3 clusters Score -685928.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -685940.750000 Penalty: 4265.722168
	Iteration 29Q: 3 clusters Score -685940.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -685952.875000 Penalty: 4265.722168
	Iteration 30Q: 3 clusters Score -685952.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -685963.625000 Penalty: 4265.722168
	Iteration 31Q: 3 clusters Score -685963.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -685975.250000 Penalty: 4265.722168
	Iteration 32Q: 3 clusters Score -685975.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -685986.250000 Penalty: 4265.722168
	Iteration 33Q: 3 clusters Score -685986.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -686002.125000 Penalty: 4265.722168
	Iteration 34Q: 3 clusters Score -686002.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -686015.562500 Penalty: 4265.722168
	Iteration 35Q: 3 clusters Score -686015.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -686030.562500 Penalty: 4265.722168
	Iteration 36Q: 3 clusters Score -686030.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -686047.437500 Penalty: 4265.722168
	Iteration 37Q: 3 clusters Score -686047.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -686066.187500 Penalty: 4265.722168
	Iteration 38Q: 3 clusters Score -686066.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -686088.750000 Penalty: 4265.722168
	Iteration 39Q: 3 clusters Score -686088.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -686111.062500 Penalty: 4265.722168
	Iteration 40F: 3 clusters Score -686111.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -686138.875000 Penalty: 4265.722168
	Iteration 41Q: 3 clusters Score -686138.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -686172.062500 Penalty: 4265.722168
	Iteration 42Q: 3 clusters Score -686172.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -686210.937500 Penalty: 4265.722168
	Iteration 43Q: 3 clusters Score -686210.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -686252.812500 Penalty: 4265.722168
	Iteration 44Q: 3 clusters Score -686252.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -686295.687500 Penalty: 4265.722168
	Iteration 45Q: 3 clusters Score -686295.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -686346.250000 Penalty: 4265.722168
	Iteration 46Q: 3 clusters Score -686346.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -686396.875000 Penalty: 4265.722168
	Iteration 47Q: 3 clusters Score -686396.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -686457.875000 Penalty: 4265.722168
	Iteration 48Q: 3 clusters Score -686457.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -686525.500000 Penalty: 4265.722168
	Iteration 49Q: 3 clusters Score -686525.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -686586.875000 Penalty: 4265.722168
	Iteration 50Q: 3 clusters Score -686586.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -686642.000000 Penalty: 4265.722168
	Iteration 51Q: 3 clusters Score -686642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -686685.500000 Penalty: 4265.722168
	Iteration 52Q: 3 clusters Score -686685.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -686720.187500 Penalty: 4265.722168
	Iteration 53Q: 3 clusters Score -686720.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -686746.750000 Penalty: 4265.722168
	Iteration 54Q: 3 clusters Score -686746.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -686771.187500 Penalty: 4265.722168
	Iteration 55Q: 3 clusters Score -686771.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -686799.750000 Penalty: 4265.722168
	Iteration 56Q: 3 clusters Score -686799.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -686823.500000 Penalty: 4265.722168
	Iteration 57Q: 3 clusters Score -686823.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -686844.312500 Penalty: 4265.722168
	Iteration 58Q: 3 clusters Score -686844.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -686862.875000 Penalty: 4265.722168
	Iteration 59Q: 3 clusters Score -686862.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -686871.687500 Penalty: 4265.722168
	Iteration 60F: 3 clusters Score -686871.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -686883.187500 Penalty: 4265.722168
	Iteration 61Q: 3 clusters Score -686883.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -686894.437500 Penalty: 4265.722168
	Iteration 62Q: 3 clusters Score -686894.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -686896.500000 Penalty: 4265.722168
	Iteration 63Q: 3 clusters Score -686896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -686898.187500 Penalty: 4265.722168
	Iteration 64Q: 3 clusters Score -686898.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -686898.062500 Penalty: 4265.722168
	Iteration 65Q: 3 clusters Score -686898.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -686898.062500 Penalty: 4265.722168
	Iteration 66F: 3 clusters Score -686898.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Entering Unmasked Estep 
Score: -1636904.875000 Penalty: 2338.390625
	Iteration 0F: 2 clusters Score -1636905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1627724.375000 Penalty: 4676.781250
	Iteration 0F: 3 clusters Score -1627724 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1630452.875000 Penalty: 4676.781250
	Iteration 1F: 3 clusters Score -1630453 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1630791.375000 Penalty: 4676.781250
	Iteration 2F: 3 clusters Score -1630791 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1631060.875000 Penalty: 4676.781250
	Iteration 3Q: 3 clusters Score -1631061 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1631274.500000 Penalty: 4676.781250
	Iteration 4Q: 3 clusters Score -1631274 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1631449.000000 Penalty: 4676.781250
	Iteration 5Q: 3 clusters Score -1631449 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1631687.625000 Penalty: 4676.781250
	Iteration 6Q: 3 clusters Score -1631688 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1631976.125000 Penalty: 4676.781250
	Iteration 7Q: 3 clusters Score -1631976 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1632321.625000 Penalty: 4676.781250
	Iteration 8Q: 3 clusters Score -1632322 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1632686.500000 Penalty: 4676.781250
	Iteration 9Q: 3 clusters Score -1632686 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1633076.500000 Penalty: 4676.781250
	Iteration 10Q: 3 clusters Score -1633076 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1633484.875000 Penalty: 4676.781250
	Iteration 11Q: 3 clusters Score -1633485 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1633842.250000 Penalty: 4676.781250
	Iteration 12Q: 3 clusters Score -1633842 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1634135.500000 Penalty: 4676.781250
	Iteration 13Q: 3 clusters Score -1634136 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1634347.750000 Penalty: 4676.781250
	Iteration 14Q: 3 clusters Score -1634348 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1634492.500000 Penalty: 4676.781250
	Iteration 15Q: 3 clusters Score -1634492 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1634600.250000 Penalty: 4676.781250
	Iteration 16Q: 3 clusters Score -1634600 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1634679.625000 Penalty: 4676.781250
	Iteration 17Q: 3 clusters Score -1634680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1634730.375000 Penalty: 4676.781250
	Iteration 18Q: 3 clusters Score -1634730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1634766.625000 Penalty: 4676.781250
	Iteration 19Q: 3 clusters Score -1634767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1634797.750000 Penalty: 4676.781250
	Iteration 20F: 3 clusters Score -1634798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1634819.875000 Penalty: 4676.781250
	Iteration 21Q: 3 clusters Score -1634820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1634834.875000 Penalty: 4676.781250
	Iteration 22Q: 3 clusters Score -1634835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1634838.875000 Penalty: 4676.781250
	Iteration 23Q: 3 clusters Score -1634839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1634845.000000 Penalty: 4676.781250
	Iteration 24Q: 3 clusters Score -1634845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1634849.375000 Penalty: 4676.781250
	Iteration 25Q: 3 clusters Score -1634849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1634854.375000 Penalty: 4676.781250
	Iteration 26Q: 3 clusters Score -1634854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1634858.125000 Penalty: 4676.781250
	Iteration 27Q: 3 clusters Score -1634858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1634863.500000 Penalty: 4676.781250
	Iteration 28Q: 3 clusters Score -1634864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1634873.250000 Penalty: 4676.781250
	Iteration 29Q: 3 clusters Score -1634873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1634879.250000 Penalty: 4676.781250
	Iteration 30Q: 3 clusters Score -1634879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1634885.375000 Penalty: 4676.781250
	Iteration 31Q: 3 clusters Score -1634885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1634890.875000 Penalty: 4676.781250
	Iteration 32Q: 3 clusters Score -1634891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1634895.000000 Penalty: 4676.781250
	Iteration 33Q: 3 clusters Score -1634895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1634902.125000 Penalty: 4676.781250
	Iteration 34Q: 3 clusters Score -1634902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1634905.750000 Penalty: 4676.781250
	Iteration 35Q: 3 clusters Score -1634906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1634908.625000 Penalty: 4676.781250
	Iteration 36Q: 3 clusters Score -1634909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1634912.000000 Penalty: 4676.781250
	Iteration 37Q: 3 clusters Score -1634912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1634914.375000 Penalty: 4676.781250
	Iteration 38Q: 3 clusters Score -1634914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1634915.125000 Penalty: 4676.781250
	Iteration 39Q: 3 clusters Score -1634915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1634915.125000 Penalty: 4676.781250
	Iteration 40F: 3 clusters Score -1634915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Entering Unmasked Estep 
Score: -7140592.000000 Penalty: 2706.345947
	Iteration 0F: 2 clusters Score -7140592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -7103627.500000 Penalty: 5412.691895
	Iteration 0F: 3 clusters Score -7103628 nChanged 25421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -7117817.000000 Penalty: 5412.691895
	Iteration 1F: 3 clusters Score -7117817 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -7118488.500000 Penalty: 5412.691895
	Iteration 2Q: 3 clusters Score -7118488 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -7119228.000000 Penalty: 5412.691895
	Iteration 3Q: 3 clusters Score -7119228 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -7120248.500000 Penalty: 5412.691895
	Iteration 4Q: 3 clusters Score -7120248 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -7121653.500000 Penalty: 5412.691895
	Iteration 5F: 3 clusters Score -7121654 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -7123806.000000 Penalty: 5412.691895
	Iteration 6F: 3 clusters Score -7123806 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -7126845.000000 Penalty: 5412.691895
	Iteration 7F: 3 clusters Score -7126845 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -7130346.500000 Penalty: 5412.691895
	Iteration 8F: 3 clusters Score -7130346 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -7133496.000000 Penalty: 5412.691895
	Iteration 9F: 3 clusters Score -7133496 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -7135583.500000 Penalty: 5412.691895
	Iteration 10Q: 3 clusters Score -7135584 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7136715.000000 Penalty: 5412.691895
	Iteration 11Q: 3 clusters Score -7136715 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7137340.000000 Penalty: 5412.691895
	Iteration 12Q: 3 clusters Score -7137340 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7137684.500000 Penalty: 5412.691895
	Iteration 13Q: 3 clusters Score -7137684 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7137903.000000 Penalty: 5412.691895
	Iteration 14Q: 3 clusters Score -7137903 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7138054.000000 Penalty: 5412.691895
	Iteration 15Q: 3 clusters Score -7138054 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7138132.000000 Penalty: 5412.691895
	Iteration 16Q: 3 clusters Score -7138132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7138181.500000 Penalty: 5412.691895
	Iteration 17Q: 3 clusters Score -7138182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7138232.000000 Penalty: 5412.691895
	Iteration 18Q: 3 clusters Score -7138232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7138251.500000 Penalty: 5412.691895
	Iteration 19Q: 3 clusters Score -7138252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7138268.500000 Penalty: 5412.691895
	Iteration 20F: 3 clusters Score -7138268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7138270.000000 Penalty: 5412.691895
	Iteration 21Q: 3 clusters Score -7138270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7138289.500000 Penalty: 5412.691895
	Iteration 22Q: 3 clusters Score -7138290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7138302.500000 Penalty: 5412.691895
	Iteration 23Q: 3 clusters Score -7138302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7138308.000000 Penalty: 5412.691895
	Iteration 24Q: 3 clusters Score -7138308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7138312.000000 Penalty: 5412.691895
	Iteration 25Q: 3 clusters Score -7138312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7138320.500000 Penalty: 5412.691895
	Iteration 26Q: 3 clusters Score -7138320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7138327.500000 Penalty: 5412.691895
	Iteration 27Q: 3 clusters Score -7138328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7138328.500000 Penalty: 5412.691895
	Iteration 28Q: 3 clusters Score -7138328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7138321.500000 Penalty: 5412.691895
	Iteration 29Q: 3 clusters Score -7138322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7138321.500000 Penalty: 5412.691895
	Iteration 30F: 3 clusters Score -7138322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Entering Unmasked Estep 
Score: -1519522.750000 Penalty: 2328.303223
	Iteration 0F: 2 clusters Score -1519523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1510589.250000 Penalty: 4656.606445
	Iteration 0F: 3 clusters Score -1510589 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1513322.750000 Penalty: 4656.606445
	Iteration 1F: 3 clusters Score -1513323 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1513722.375000 Penalty: 4656.606445
	Iteration 2F: 3 clusters Score -1513722 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1514105.875000 Penalty: 4656.606445
	Iteration 3F: 3 clusters Score -1514106 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1514502.250000 Penalty: 4656.606445
	Iteration 4F: 3 clusters Score -1514502 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1514948.750000 Penalty: 4656.606445
	Iteration 5F: 3 clusters Score -1514949 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1515378.250000 Penalty: 4656.606445
	Iteration 6F: 3 clusters Score -1515378 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1515753.750000 Penalty: 4656.606445
	Iteration 7Q: 3 clusters Score -1515754 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1516084.500000 Penalty: 4656.606445
	Iteration 8Q: 3 clusters Score -1516084 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1516356.750000 Penalty: 4656.606445
	Iteration 9Q: 3 clusters Score -1516357 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1516568.000000 Penalty: 4656.606445
	Iteration 10Q: 3 clusters Score -1516568 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1516725.000000 Penalty: 4656.606445
	Iteration 11Q: 3 clusters Score -1516725 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1516864.500000 Penalty: 4656.606445
	Iteration 12Q: 3 clusters Score -1516864 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1516976.750000 Penalty: 4656.606445
	Iteration 13Q: 3 clusters Score -1516977 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1517064.875000 Penalty: 4656.606445
	Iteration 14Q: 3 clusters Score -1517065 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1517136.750000 Penalty: 4656.606445
	Iteration 15Q: 3 clusters Score -1517137 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1517213.500000 Penalty: 4656.606445
	Iteration 16Q: 3 clusters Score -1517214 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1517272.875000 Penalty: 4656.606445
	Iteration 17Q: 3 clusters Score -1517273 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1517338.625000 Penalty: 4656.606445
	Iteration 18Q: 3 clusters Score -1517339 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1517394.500000 Penalty: 4656.606445
	Iteration 19Q: 3 clusters Score -1517394 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1517441.125000 Penalty: 4656.606445
	Iteration 20F: 3 clusters Score -1517441 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1517488.125000 Penalty: 4656.606445
	Iteration 21Q: 3 clusters Score -1517488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1517526.250000 Penalty: 4656.606445
	Iteration 22Q: 3 clusters Score -1517526 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1517560.375000 Penalty: 4656.606445
	Iteration 23Q: 3 clusters Score -1517560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1517584.000000 Penalty: 4656.606445
	Iteration 24Q: 3 clusters Score -1517584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1517615.375000 Penalty: 4656.606445
	Iteration 25Q: 3 clusters Score -1517615 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1517643.500000 Penalty: 4656.606445
	Iteration 26Q: 3 clusters Score -1517644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1517665.750000 Penalty: 4656.606445
	Iteration 27Q: 3 clusters Score -1517666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1517677.000000 Penalty: 4656.606445
	Iteration 28Q: 3 clusters Score -1517677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1517687.500000 Penalty: 4656.606445
	Iteration 29Q: 3 clusters Score -1517688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1517699.875000 Penalty: 4656.606445
	Iteration 30Q: 3 clusters Score -1517700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1517708.625000 Penalty: 4656.606445
	Iteration 31Q: 3 clusters Score -1517709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1517710.500000 Penalty: 4656.606445
	Iteration 32Q: 3 clusters Score -1517710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1517706.375000 Penalty: 4656.606445
	Iteration 33Q: 3 clusters Score -1517706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1517709.125000 Penalty: 4656.606445
	Iteration 34Q: 3 clusters Score -1517709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1517709.125000 Penalty: 4656.606445
	Iteration 35Q: 3 clusters Score -1517709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1517709.000000 Penalty: 4656.606445
	Iteration 36Q: 3 clusters Score -1517709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1517714.500000 Penalty: 4656.606445
	Iteration 37Q: 3 clusters Score -1517714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1517712.750000 Penalty: 4656.606445
	Iteration 38Q: 3 clusters Score -1517713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1517715.000000 Penalty: 4656.606445
	Iteration 39Q: 3 clusters Score -1517715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1517714.125000 Penalty: 4656.606445
	Iteration 40F: 3 clusters Score -1517714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Entering Unmasked Estep 
Score: -5937340.000000 Penalty: 2658.763184
	Iteration 0F: 2 clusters Score -5937340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -5906832.000000 Penalty: 5317.526367
	Iteration 0F: 3 clusters Score -5906832 nChanged 20858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -5918505.000000 Penalty: 5317.526367
	Iteration 1F: 3 clusters Score -5918505 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -5919104.500000 Penalty: 5317.526367
	Iteration 2Q: 3 clusters Score -5919104 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -5919747.500000 Penalty: 5317.526367
	Iteration 3Q: 3 clusters Score -5919748 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -5920492.500000 Penalty: 5317.526367
	Iteration 4Q: 3 clusters Score -5920492 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -5921472.000000 Penalty: 5317.526367
	Iteration 5Q: 3 clusters Score -5921472 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -5922743.000000 Penalty: 5317.526367
	Iteration 6F: 3 clusters Score -5922743 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -5924378.500000 Penalty: 5317.526367
	Iteration 7F: 3 clusters Score -5924378 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -5926355.000000 Penalty: 5317.526367
	Iteration 8F: 3 clusters Score -5926355 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -5928149.000000 Penalty: 5317.526367
	Iteration 9F: 3 clusters Score -5928149 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -5929636.000000 Penalty: 5317.526367
	Iteration 10Q: 3 clusters Score -5929636 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -5930891.000000 Penalty: 5317.526367
	Iteration 11Q: 3 clusters Score -5930891 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5931905.000000 Penalty: 5317.526367
	Iteration 12Q: 3 clusters Score -5931905 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -5932712.000000 Penalty: 5317.526367
	Iteration 13Q: 3 clusters Score -5932712 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -5933459.000000 Penalty: 5317.526367
	Iteration 14Q: 3 clusters Score -5933459 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5934170.500000 Penalty: 5317.526367
	Iteration 15Q: 3 clusters Score -5934170 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -5934900.500000 Penalty: 5317.526367
	Iteration 16Q: 3 clusters Score -5934900 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -5935683.000000 Penalty: 5317.526367
	Iteration 17Q: 3 clusters Score -5935683 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -5936352.500000 Penalty: 5317.526367
	Iteration 18Q: 3 clusters Score -5936352 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -5936789.500000 Penalty: 5317.526367
	Iteration 19Q: 3 clusters Score -5936790 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -5937108.500000 Penalty: 5317.526367
	Iteration 20F: 3 clusters Score -5937108 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -5937188.000000 Penalty: 5317.526367
	Iteration 21Q: 3 clusters Score -5937188 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -5937219.000000 Penalty: 5317.526367
	Iteration 22Q: 3 clusters Score -5937219 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -5937214.000000 Penalty: 5317.526367
	Iteration 23Q: 3 clusters Score -5937214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -5937221.000000 Penalty: 5317.526367
	Iteration 24Q: 3 clusters Score -5937221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5937219.000000 Penalty: 5317.526367
	Iteration 25Q: 3 clusters Score -5937219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -5937219.500000 Penalty: 5317.526367
	Iteration 26Q: 3 clusters Score -5937220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -5937225.500000 Penalty: 5317.526367
	Iteration 27Q: 3 clusters Score -5937226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -5937224.000000 Penalty: 5317.526367
	Iteration 28Q: 3 clusters Score -5937224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -5937222.500000 Penalty: 5317.526367
	Iteration 29Q: 3 clusters Score -5937222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -5937216.000000 Penalty: 5317.526367
	Iteration 30Q: 3 clusters Score -5937216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -5937216.000000 Penalty: 5317.526367
	Iteration 31Q: 3 clusters Score -5937216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -5937220.000000 Penalty: 5317.526367
	Iteration 32Q: 3 clusters Score -5937220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -5937223.000000 Penalty: 5317.526367
	Iteration 33Q: 3 clusters Score -5937223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -5937224.500000 Penalty: 5317.526367
	Iteration 34Q: 3 clusters Score -5937224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -5937227.000000 Penalty: 5317.526367
	Iteration 35Q: 3 clusters Score -5937227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -5937222.500000 Penalty: 5317.526367
	Iteration 36Q: 3 clusters Score -5937222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -5937222.500000 Penalty: 5317.526367
	Iteration 37F: 3 clusters Score -5937222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (156986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156986 members 
Entering Unmasked Estep 
Score: -20305146.000000 Penalty: 2967.050293
	Iteration 0F: 2 clusters Score -2.030515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -20202582.000000 Penalty: 5934.100586
	Iteration 0F: 3 clusters Score -2.020258e+07 nChanged 75255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 74875 members 
Entering Unmasked Estep 
Score: -20246490.000000 Penalty: 5934.100586
	Iteration 1F: 3 clusters Score -2.024649e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -20247664.000000 Penalty: 5934.100586
	Iteration 2Q: 3 clusters Score -2.024766e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87874 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
Score: -20249356.000000 Penalty: 5934.100586
	Iteration 3Q: 3 clusters Score -2.024936e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92871 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -20251748.000000 Penalty: 5934.100586
	Iteration 4Q: 3 clusters Score -2.025175e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -20255914.000000 Penalty: 5934.100586
	Iteration 5F: 3 clusters Score -2.025591e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109608 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -20262566.000000 Penalty: 5934.100586
	Iteration 6F: 3 clusters Score -2.026257e+07 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121008 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -20272174.000000 Penalty: 5934.100586
	Iteration 7F: 3 clusters Score -2.027217e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132401 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -20282612.000000 Penalty: 5934.100586
	Iteration 8F: 3 clusters Score -2.028261e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141423 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -20290952.000000 Penalty: 5934.100586
	Iteration 9F: 3 clusters Score -2.029095e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147219 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -20296208.000000 Penalty: 5934.100586
	Iteration 10Q: 3 clusters Score -2.029621e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150518 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -20298952.000000 Penalty: 5934.100586
	Iteration 11Q: 3 clusters Score -2.029895e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152433 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -20300292.000000 Penalty: 5934.100586
	Iteration 12Q: 3 clusters Score -2.030029e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153610 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -20301164.000000 Penalty: 5934.100586
	Iteration 13Q: 3 clusters Score -2.030116e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154357 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -20301630.000000 Penalty: 5934.100586
	Iteration 14Q: 3 clusters Score -2.030163e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -20301976.000000 Penalty: 5934.100586
	Iteration 15Q: 3 clusters Score -2.030198e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155164 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -20302204.000000 Penalty: 5934.100586
	Iteration 16Q: 3 clusters Score -2.03022e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155367 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -20302350.000000 Penalty: 5934.100586
	Iteration 17Q: 3 clusters Score -2.030235e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155513 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -20302474.000000 Penalty: 5934.100586
	Iteration 18Q: 3 clusters Score -2.030247e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155614 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -20302504.000000 Penalty: 5934.100586
	Iteration 19Q: 3 clusters Score -2.03025e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155688 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20302564.000000 Penalty: 5934.100586
	Iteration 20F: 3 clusters Score -2.030256e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155740 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -20302626.000000 Penalty: 5934.100586
	Iteration 21Q: 3 clusters Score -2.030263e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155778 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -20302652.000000 Penalty: 5934.100586
	Iteration 22Q: 3 clusters Score -2.030265e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155807 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -20302702.000000 Penalty: 5934.100586
	Iteration 23Q: 3 clusters Score -2.03027e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155830 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -20302726.000000 Penalty: 5934.100586
	Iteration 24Q: 3 clusters Score -2.030273e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155863 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -20302768.000000 Penalty: 5934.100586
	Iteration 25Q: 3 clusters Score -2.030277e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155886 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20302778.000000 Penalty: 5934.100586
	Iteration 26Q: 3 clusters Score -2.030278e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155901 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -20302790.000000 Penalty: 5934.100586
	Iteration 27Q: 3 clusters Score -2.030279e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155929 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -20302818.000000 Penalty: 5934.100586
	Iteration 28Q: 3 clusters Score -2.030282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155939 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -20302824.000000 Penalty: 5934.100586
	Iteration 29Q: 3 clusters Score -2.030282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155955 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -20302844.000000 Penalty: 5934.100586
	Iteration 30Q: 3 clusters Score -2.030284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155963 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -20302832.000000 Penalty: 5934.100586
	Iteration 31Q: 3 clusters Score -2.030283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155969 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -20302844.000000 Penalty: 5934.100586
	Iteration 32Q: 3 clusters Score -2.030284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155974 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20302848.000000 Penalty: 5934.100586
	Iteration 33Q: 3 clusters Score -2.030285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155983 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -20302830.000000 Penalty: 5934.100586
	Iteration 34Q: 3 clusters Score -2.030283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155991 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -20302846.000000 Penalty: 5934.100586
	Iteration 35Q: 3 clusters Score -2.030285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155998 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -20302832.000000 Penalty: 5934.100586
	Iteration 36Q: 3 clusters Score -2.030283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156001 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -20302852.000000 Penalty: 5934.100586
	Iteration 37Q: 3 clusters Score -2.030285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156006 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -20302856.000000 Penalty: 5934.100586
	Iteration 38Q: 3 clusters Score -2.030286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156012 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -20302864.000000 Penalty: 5934.100586
	Iteration 39Q: 3 clusters Score -2.030286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156016 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -20302862.000000 Penalty: 5934.100586
	Iteration 40F: 3 clusters Score -2.030286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156018 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -20302868.000000 Penalty: 5934.100586
	Iteration 41Q: 3 clusters Score -2.030287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156020 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -20302864.000000 Penalty: 5934.100586
	Iteration 42Q: 3 clusters Score -2.030286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156020 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -20302864.000000 Penalty: 5934.100586
	Iteration 43F: 3 clusters Score -2.030286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (77070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Entering Unmasked Estep 
Score: -9967916.000000 Penalty: 2790.612305
	Iteration 0F: 2 clusters Score -9967916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -9916225.000000 Penalty: 5581.224609
	Iteration 0F: 3 clusters Score -9916225 nChanged 36323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -9936721.000000 Penalty: 5581.224609
	Iteration 1F: 3 clusters Score -9936721 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -9937431.000000 Penalty: 5581.224609
	Iteration 2Q: 3 clusters Score -9937431 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -9938373.000000 Penalty: 5581.224609
	Iteration 3Q: 3 clusters Score -9938373 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -9939580.000000 Penalty: 5581.224609
	Iteration 4Q: 3 clusters Score -9939580 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -9941496.000000 Penalty: 5581.224609
	Iteration 5Q: 3 clusters Score -9941496 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -9944346.000000 Penalty: 5581.224609
	Iteration 6F: 3 clusters Score -9944346 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -9948452.000000 Penalty: 5581.224609
	Iteration 7F: 3 clusters Score -9948452 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -9952881.000000 Penalty: 5581.224609
	Iteration 8F: 3 clusters Score -9952881 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -9956902.000000 Penalty: 5581.224609
	Iteration 9F: 3 clusters Score -9956902 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -9959581.000000 Penalty: 5581.224609
	Iteration 10Q: 3 clusters Score -9959581 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -9961263.000000 Penalty: 5581.224609
	Iteration 11Q: 3 clusters Score -9961263 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 70552 members 
Entering Unmasked Estep 
Score: -9962318.000000 Penalty: 5581.224609
	Iteration 12Q: 3 clusters Score -9962318 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 71511 members 
Entering Unmasked Estep 
Score: -9962917.000000 Penalty: 5581.224609
	Iteration 13Q: 3 clusters Score -9962917 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -9963408.000000 Penalty: 5581.224609
	Iteration 14Q: 3 clusters Score -9963408 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -9963770.000000 Penalty: 5581.224609
	Iteration 15Q: 3 clusters Score -9963770 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
Score: -9964034.000000 Penalty: 5581.224609
	Iteration 16Q: 3 clusters Score -9964034 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -9964270.000000 Penalty: 5581.224609
	Iteration 17Q: 3 clusters Score -9964270 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -9964418.000000 Penalty: 5581.224609
	Iteration 18Q: 3 clusters Score -9964418 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -9964611.000000 Penalty: 5581.224609
	Iteration 19Q: 3 clusters Score -9964611 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -9964778.000000 Penalty: 5581.224609
	Iteration 20F: 3 clusters Score -9964778 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -9964883.000000 Penalty: 5581.224609
	Iteration 21Q: 3 clusters Score -9964883 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -9965006.000000 Penalty: 5581.224609
	Iteration 22Q: 3 clusters Score -9965006 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -9965095.000000 Penalty: 5581.224609
	Iteration 23Q: 3 clusters Score -9965095 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 75829 members 
Entering Unmasked Estep 
Score: -9965184.000000 Penalty: 5581.224609
	Iteration 24Q: 3 clusters Score -9965184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -9965243.000000 Penalty: 5581.224609
	Iteration 25Q: 3 clusters Score -9965243 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -9965283.000000 Penalty: 5581.224609
	Iteration 26Q: 3 clusters Score -9965283 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -9965345.000000 Penalty: 5581.224609
	Iteration 27Q: 3 clusters Score -9965345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -9965346.000000 Penalty: 5581.224609
	Iteration 28Q: 3 clusters Score -9965346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -9965370.000000 Penalty: 5581.224609
	Iteration 29Q: 3 clusters Score -9965370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -9965384.000000 Penalty: 5581.224609
	Iteration 30Q: 3 clusters Score -9965384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 76224 members 
Entering Unmasked Estep 
Score: -9965392.000000 Penalty: 5581.224609
	Iteration 31Q: 3 clusters Score -9965392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -9965415.000000 Penalty: 5581.224609
	Iteration 32Q: 3 clusters Score -9965415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -9965422.000000 Penalty: 5581.224609
	Iteration 33Q: 3 clusters Score -9965422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
Score: -9965421.000000 Penalty: 5581.224609
	Iteration 34Q: 3 clusters Score -9965421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -9965440.000000 Penalty: 5581.224609
	Iteration 35Q: 3 clusters Score -9965440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -9965448.000000 Penalty: 5581.224609
	Iteration 36Q: 3 clusters Score -9965448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -9965455.000000 Penalty: 5581.224609
	Iteration 37Q: 3 clusters Score -9965455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -9965446.000000 Penalty: 5581.224609
	Iteration 38Q: 3 clusters Score -9965446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -9965451.000000 Penalty: 5581.224609
	Iteration 39Q: 3 clusters Score -9965451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -9965451.000000 Penalty: 5581.224609
	Iteration 40F: 3 clusters Score -9965451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 76355 members 
Entering Unmasked Estep 
Score: -9965459.000000 Penalty: 5581.224609
	Iteration 41Q: 3 clusters Score -9965459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 76360 members 
Entering Unmasked Estep 
Score: -9965444.000000 Penalty: 5581.224609
	Iteration 42Q: 3 clusters Score -9965444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -9965443.000000 Penalty: 5581.224609
	Iteration 43Q: 3 clusters Score -9965443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -9965460.000000 Penalty: 5581.224609
	Iteration 44Q: 3 clusters Score -9965460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -9965453.000000 Penalty: 5581.224609
	Iteration 45Q: 3 clusters Score -9965453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -9965455.000000 Penalty: 5581.224609
	Iteration 46Q: 3 clusters Score -9965455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -9965456.000000 Penalty: 5581.224609
	Iteration 47Q: 3 clusters Score -9965456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -9965461.000000 Penalty: 5581.224609
	Iteration 48Q: 3 clusters Score -9965461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 76389 members 
Entering Unmasked Estep 
Score: -9965480.000000 Penalty: 5581.224609
	Iteration 49Q: 3 clusters Score -9965480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -9965478.000000 Penalty: 5581.224609
	Iteration 50Q: 3 clusters Score -9965478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -9965481.000000 Penalty: 5581.224609
	Iteration 51Q: 3 clusters Score -9965481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 76402 members 
Entering Unmasked Estep 
Score: -9965473.000000 Penalty: 5581.224609
	Iteration 52Q: 3 clusters Score -9965473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -9965476.000000 Penalty: 5581.224609
	Iteration 53Q: 3 clusters Score -9965476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 76407 members 
Entering Unmasked Estep 
Score: -9965484.000000 Penalty: 5581.224609
	Iteration 54Q: 3 clusters Score -9965484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -9965484.000000 Penalty: 5581.224609
	Iteration 55Q: 3 clusters Score -9965484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 76417 members 
Entering Unmasked Estep 
Score: -9965485.000000 Penalty: 5581.224609
	Iteration 56Q: 3 clusters Score -9965485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -9965492.000000 Penalty: 5581.224609
	Iteration 57Q: 3 clusters Score -9965492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 76421 members 
Entering Unmasked Estep 
Score: -9965490.000000 Penalty: 5581.224609
	Iteration 58Q: 3 clusters Score -9965490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -9965491.000000 Penalty: 5581.224609
	Iteration 59Q: 3 clusters Score -9965491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -9965493.000000 Penalty: 5581.224609
	Iteration 60F: 3 clusters Score -9965493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -9965494.000000 Penalty: 5581.224609
	Iteration 61Q: 3 clusters Score -9965494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 76426 members 
Entering Unmasked Estep 
Score: -9965493.000000 Penalty: 5581.224609
	Iteration 62Q: 3 clusters Score -9965493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -9965490.000000 Penalty: 5581.224609
	Iteration 63Q: 3 clusters Score -9965490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -9965490.000000 Penalty: 5581.224609
	Iteration 64F: 3 clusters Score -9965490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -96453.992188 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -96453.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94652.851562 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -94652.85 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94931.359375 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -94931.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95012.703125 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -95012.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95044.093750 Penalty: 3327.814941
	Iteration 3Q: 3 clusters Score -95044.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -95056.437500 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -95056.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95072.898438 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -95072.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95087.671875 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -95087.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95098.679688 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -95098.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95105.554688 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -95105.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95110.984375 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -95110.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95112.390625 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -95112.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95112.968750 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -95112.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95112.968750 Penalty: 3327.814941
	Iteration 12F: 3 clusters Score -95112.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Entering Unmasked Estep 
Score: -995548.937500 Penalty: 2255.096680
	Iteration 0F: 2 clusters Score -995548.9 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 4373 members 
Entering Unmasked Estep 
Score: -988641.625000 Penalty: 4510.193359
	Iteration 0F: 3 clusters Score -988641.6 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -990961.687500 Penalty: 4510.193359
	Iteration 1F: 3 clusters Score -990961.7 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -991444.000000 Penalty: 4510.193359
	Iteration 2F: 3 clusters Score -991444 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -991883.125000 Penalty: 4510.193359
	Iteration 3F: 3 clusters Score -991883.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -992241.250000 Penalty: 4510.193359
	Iteration 4F: 3 clusters Score -992241.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -992554.562500 Penalty: 4510.193359
	Iteration 5F: 3 clusters Score -992554.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -992837.875000 Penalty: 4510.193359
	Iteration 6Q: 3 clusters Score -992837.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -993119.875000 Penalty: 4510.193359
	Iteration 7Q: 3 clusters Score -993119.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -993361.375000 Penalty: 4510.193359
	Iteration 8Q: 3 clusters Score -993361.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -993583.750000 Penalty: 4510.193359
	Iteration 9Q: 3 clusters Score -993583.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -993752.562500 Penalty: 4510.193359
	Iteration 10Q: 3 clusters Score -993752.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -993860.625000 Penalty: 4510.193359
	Iteration 11Q: 3 clusters Score -993860.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -993957.250000 Penalty: 4510.193359
	Iteration 12Q: 3 clusters Score -993957.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -994055.375000 Penalty: 4510.193359
	Iteration 13Q: 3 clusters Score -994055.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -994143.250000 Penalty: 4510.193359
	Iteration 14Q: 3 clusters Score -994143.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -994236.437500 Penalty: 4510.193359
	Iteration 15Q: 3 clusters Score -994236.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -994317.187500 Penalty: 4510.193359
	Iteration 16Q: 3 clusters Score -994317.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -994392.875000 Penalty: 4510.193359
	Iteration 17Q: 3 clusters Score -994392.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -994475.562500 Penalty: 4510.193359
	Iteration 18Q: 3 clusters Score -994475.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -994584.500000 Penalty: 4510.193359
	Iteration 19Q: 3 clusters Score -994584.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -994716.187500 Penalty: 4510.193359
	Iteration 20F: 3 clusters Score -994716.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -994849.000000 Penalty: 4510.193359
	Iteration 21Q: 3 clusters Score -994849 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -994941.437500 Penalty: 4510.193359
	Iteration 22Q: 3 clusters Score -994941.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -995010.062500 Penalty: 4510.193359
	Iteration 23Q: 3 clusters Score -995010.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -995051.125000 Penalty: 4510.193359
	Iteration 24Q: 3 clusters Score -995051.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -995076.562500 Penalty: 4510.193359
	Iteration 25Q: 3 clusters Score -995076.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -995093.937500 Penalty: 4510.193359
	Iteration 26Q: 3 clusters Score -995093.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -995108.375000 Penalty: 4510.193359
	Iteration 27Q: 3 clusters Score -995108.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -995117.750000 Penalty: 4510.193359
	Iteration 28Q: 3 clusters Score -995117.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -995127.000000 Penalty: 4510.193359
	Iteration 29Q: 3 clusters Score -995127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -995126.875000 Penalty: 4510.193359
	Iteration 30Q: 3 clusters Score -995126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -995127.687500 Penalty: 4510.193359
	Iteration 31Q: 3 clusters Score -995127.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -995128.625000 Penalty: 4510.193359
	Iteration 32Q: 3 clusters Score -995128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -995129.687500 Penalty: 4510.193359
	Iteration 33Q: 3 clusters Score -995129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -995130.687500 Penalty: 4510.193359
	Iteration 34Q: 3 clusters Score -995130.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -995132.500000 Penalty: 4510.193359
	Iteration 35F: 3 clusters Score -995132.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -995150.875000 Penalty: 4510.193359
	Iteration 36Q: 3 clusters Score -995150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -995171.062500 Penalty: 4510.193359
	Iteration 37Q: 3 clusters Score -995171.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -995176.812500 Penalty: 4510.193359
	Iteration 38Q: 3 clusters Score -995176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -995182.812500 Penalty: 4510.193359
	Iteration 39Q: 3 clusters Score -995182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -995189.375000 Penalty: 4510.193359
	Iteration 40F: 3 clusters Score -995189.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -995195.125000 Penalty: 4510.193359
	Iteration 41Q: 3 clusters Score -995195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -995193.250000 Penalty: 4510.193359
	Iteration 42Q: 3 clusters Score -995193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -995195.250000 Penalty: 4510.193359
	Iteration 43Q: 3 clusters Score -995195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -995195.562500 Penalty: 4510.193359
	Iteration 44Q: 3 clusters Score -995195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -995195.562500 Penalty: 4510.193359
	Iteration 45F: 3 clusters Score -995195.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (275650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275650 members 
Entering Unmasked Estep 
Score: -35564048.000000 Penalty: 3106.667969
	Iteration 0F: 2 clusters Score -3.556405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137834 members 
Mstep: Class 2 contains 137816 members 
Entering Unmasked Estep 
Score: -35393668.000000 Penalty: 6213.335938
	Iteration 0F: 3 clusters Score -3.539367e+07 nChanged 133145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138033 members 
Mstep: Class 2 contains 137617 members 
Entering Unmasked Estep 
Score: -35472324.000000 Penalty: 6213.335938
	Iteration 1F: 3 clusters Score -3.547232e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138121 members 
Mstep: Class 2 contains 137529 members 
Entering Unmasked Estep 
Score: -35473812.000000 Penalty: 6213.335938
	Iteration 2Q: 3 clusters Score -3.547381e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138309 members 
Mstep: Class 2 contains 137341 members 
Entering Unmasked Estep 
Score: -35475492.000000 Penalty: 6213.335938
	Iteration 3Q: 3 clusters Score -3.547549e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138661 members 
Mstep: Class 2 contains 136989 members 
Entering Unmasked Estep 
Score: -35477880.000000 Penalty: 6213.335938
	Iteration 4Q: 3 clusters Score -3.547788e+07 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139091 members 
Mstep: Class 2 contains 136559 members 
Entering Unmasked Estep 
Score: -35481356.000000 Penalty: 6213.335938
	Iteration 5Q: 3 clusters Score -3.548136e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139792 members 
Mstep: Class 2 contains 135858 members 
Entering Unmasked Estep 
Score: -35487012.000000 Penalty: 6213.335938
	Iteration 6Q: 3 clusters Score -3.548701e+07 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140753 members 
Mstep: Class 2 contains 134897 members 
Entering Unmasked Estep 
Score: -35494584.000000 Penalty: 6213.335938
	Iteration 7F: 3 clusters Score -3.549458e+07 nChanged 16772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141663 members 
Mstep: Class 2 contains 133987 members 
Entering Unmasked Estep 
Score: -35506160.000000 Penalty: 6213.335938
	Iteration 8F: 3 clusters Score -3.550616e+07 nChanged 17649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142110 members 
Mstep: Class 2 contains 133540 members 
Entering Unmasked Estep 
Score: -35518628.000000 Penalty: 6213.335938
	Iteration 9F: 3 clusters Score -3.551863e+07 nChanged 15451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141959 members 
Mstep: Class 2 contains 133691 members 
Entering Unmasked Estep 
Score: -35526292.000000 Penalty: 6213.335938
	Iteration 10F: 3 clusters Score -3.552629e+07 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141536 members 
Mstep: Class 2 contains 134114 members 
Entering Unmasked Estep 
Score: -35529796.000000 Penalty: 6213.335938
	Iteration 11Q: 3 clusters Score -3.55298e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141114 members 
Mstep: Class 2 contains 134536 members 
Entering Unmasked Estep 
Score: -35530720.000000 Penalty: 6213.335938
	Iteration 12Q: 3 clusters Score -3.553072e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140655 members 
Mstep: Class 2 contains 134995 members 
Entering Unmasked Estep 
Score: -35531236.000000 Penalty: 6213.335938
	Iteration 13Q: 3 clusters Score -3.553124e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140261 members 
Mstep: Class 2 contains 135389 members 
Entering Unmasked Estep 
Score: -35531684.000000 Penalty: 6213.335938
	Iteration 14Q: 3 clusters Score -3.553168e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139826 members 
Mstep: Class 2 contains 135824 members 
Entering Unmasked Estep 
Score: -35531884.000000 Penalty: 6213.335938
	Iteration 15Q: 3 clusters Score -3.553188e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139418 members 
Mstep: Class 2 contains 136232 members 
Entering Unmasked Estep 
Score: -35532176.000000 Penalty: 6213.335938
	Iteration 16Q: 3 clusters Score -3.553218e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138955 members 
Mstep: Class 2 contains 136695 members 
Entering Unmasked Estep 
Score: -35532436.000000 Penalty: 6213.335938
	Iteration 17Q: 3 clusters Score -3.553244e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138537 members 
Mstep: Class 2 contains 137113 members 
Entering Unmasked Estep 
Score: -35532708.000000 Penalty: 6213.335938
	Iteration 18Q: 3 clusters Score -3.553271e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138065 members 
Mstep: Class 2 contains 137585 members 
Entering Unmasked Estep 
Score: -35532928.000000 Penalty: 6213.335938
	Iteration 19Q: 3 clusters Score -3.553293e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137556 members 
Mstep: Class 2 contains 138094 members 
Entering Unmasked Estep 
Score: -35533220.000000 Penalty: 6213.335938
	Iteration 20F: 3 clusters Score -3.553322e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137039 members 
Mstep: Class 2 contains 138611 members 
Entering Unmasked Estep 
Score: -35533476.000000 Penalty: 6213.335938
	Iteration 21Q: 3 clusters Score -3.553348e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136434 members 
Mstep: Class 2 contains 139216 members 
Entering Unmasked Estep 
Score: -35533704.000000 Penalty: 6213.335938
	Iteration 22Q: 3 clusters Score -3.55337e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135860 members 
Mstep: Class 2 contains 139790 members 
Entering Unmasked Estep 
Score: -35533816.000000 Penalty: 6213.335938
	Iteration 23Q: 3 clusters Score -3.553382e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135229 members 
Mstep: Class 2 contains 140421 members 
Entering Unmasked Estep 
Score: -35533856.000000 Penalty: 6213.335938
	Iteration 24Q: 3 clusters Score -3.553386e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134567 members 
Mstep: Class 2 contains 141083 members 
Entering Unmasked Estep 
Score: -35534132.000000 Penalty: 6213.335938
	Iteration 25Q: 3 clusters Score -3.553413e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133887 members 
Mstep: Class 2 contains 141763 members 
Entering Unmasked Estep 
Score: -35534208.000000 Penalty: 6213.335938
	Iteration 26Q: 3 clusters Score -3.553421e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133096 members 
Mstep: Class 2 contains 142554 members 
Entering Unmasked Estep 
Score: -35534292.000000 Penalty: 6213.335938
	Iteration 27Q: 3 clusters Score -3.553429e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132249 members 
Mstep: Class 2 contains 143401 members 
Entering Unmasked Estep 
Score: -35534496.000000 Penalty: 6213.335938
	Iteration 28Q: 3 clusters Score -3.55345e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131325 members 
Mstep: Class 2 contains 144325 members 
Entering Unmasked Estep 
Score: -35534544.000000 Penalty: 6213.335938
	Iteration 29Q: 3 clusters Score -3.553454e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130295 members 
Mstep: Class 2 contains 145355 members 
Entering Unmasked Estep 
Score: -35534688.000000 Penalty: 6213.335938
	Iteration 30Q: 3 clusters Score -3.553469e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129267 members 
Mstep: Class 2 contains 146383 members 
Entering Unmasked Estep 
Score: -35534828.000000 Penalty: 6213.335938
	Iteration 31Q: 3 clusters Score -3.553483e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128164 members 
Mstep: Class 2 contains 147486 members 
Entering Unmasked Estep 
Score: -35535060.000000 Penalty: 6213.335938
	Iteration 32Q: 3 clusters Score -3.553506e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 148677 members 
Entering Unmasked Estep 
Score: -35535216.000000 Penalty: 6213.335938
	Iteration 33Q: 3 clusters Score -3.553522e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125801 members 
Mstep: Class 2 contains 149849 members 
Entering Unmasked Estep 
Score: -35535368.000000 Penalty: 6213.335938
	Iteration 34Q: 3 clusters Score -3.553537e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124558 members 
Mstep: Class 2 contains 151092 members 
Entering Unmasked Estep 
Score: -35535640.000000 Penalty: 6213.335938
	Iteration 35Q: 3 clusters Score -3.553564e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123297 members 
Mstep: Class 2 contains 152353 members 
Entering Unmasked Estep 
Score: -35535556.000000 Penalty: 6213.335938
	Iteration 36Q: 3 clusters Score -3.553556e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121965 members 
Mstep: Class 2 contains 153685 members 
Entering Unmasked Estep 
Score: -35535776.000000 Penalty: 6213.335938
	Iteration 37Q: 3 clusters Score -3.553578e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120535 members 
Mstep: Class 2 contains 155115 members 
Entering Unmasked Estep 
Score: -35535808.000000 Penalty: 6213.335938
	Iteration 38Q: 3 clusters Score -3.553581e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119168 members 
Mstep: Class 2 contains 156482 members 
Entering Unmasked Estep 
Score: -35535984.000000 Penalty: 6213.335938
	Iteration 39Q: 3 clusters Score -3.553598e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117811 members 
Mstep: Class 2 contains 157839 members 
Entering Unmasked Estep 
Score: -35535920.000000 Penalty: 6213.335938
	Iteration 40F: 3 clusters Score -3.553592e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116432 members 
Mstep: Class 2 contains 159218 members 
Entering Unmasked Estep 
Score: -35535928.000000 Penalty: 6213.335938
	Iteration 41Q: 3 clusters Score -3.553593e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115062 members 
Mstep: Class 2 contains 160588 members 
Entering Unmasked Estep 
Score: -35536056.000000 Penalty: 6213.335938
	Iteration 42Q: 3 clusters Score -3.553606e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113682 members 
Mstep: Class 2 contains 161968 members 
Entering Unmasked Estep 
Score: -35536036.000000 Penalty: 6213.335938
	Iteration 43Q: 3 clusters Score -3.553604e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112276 members 
Mstep: Class 2 contains 163374 members 
Entering Unmasked Estep 
Score: -35536076.000000 Penalty: 6213.335938
	Iteration 44Q: 3 clusters Score -3.553608e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110865 members 
Mstep: Class 2 contains 164785 members 
Entering Unmasked Estep 
Score: -35536052.000000 Penalty: 6213.335938
	Iteration 45Q: 3 clusters Score -3.553605e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109415 members 
Mstep: Class 2 contains 166235 members 
Entering Unmasked Estep 
Score: -35536180.000000 Penalty: 6213.335938
	Iteration 46Q: 3 clusters Score -3.553618e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107934 members 
Mstep: Class 2 contains 167716 members 
Entering Unmasked Estep 
Score: -35536176.000000 Penalty: 6213.335938
	Iteration 47Q: 3 clusters Score -3.553618e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106450 members 
Mstep: Class 2 contains 169200 members 
Entering Unmasked Estep 
Score: -35536080.000000 Penalty: 6213.335938
	Iteration 48Q: 3 clusters Score -3.553608e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 170597 members 
Entering Unmasked Estep 
Score: -35536012.000000 Penalty: 6213.335938
	Iteration 49Q: 3 clusters Score -3.553601e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103613 members 
Mstep: Class 2 contains 172037 members 
Entering Unmasked Estep 
Score: -35535948.000000 Penalty: 6213.335938
	Iteration 50Q: 3 clusters Score -3.553595e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 173373 members 
Entering Unmasked Estep 
Score: -35535936.000000 Penalty: 6213.335938
	Iteration 51Q: 3 clusters Score -3.553594e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101006 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -35535944.000000 Penalty: 6213.335938
	Iteration 52Q: 3 clusters Score -3.553594e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 175883 members 
Entering Unmasked Estep 
Score: -35535972.000000 Penalty: 6213.335938
	Iteration 53Q: 3 clusters Score -3.553597e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 177109 members 
Entering Unmasked Estep 
Score: -35535908.000000 Penalty: 6213.335938
	Iteration 54Q: 3 clusters Score -3.553591e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97327 members 
Mstep: Class 2 contains 178323 members 
Entering Unmasked Estep 
Score: -35535964.000000 Penalty: 6213.335938
	Iteration 55Q: 3 clusters Score -3.553596e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 179487 members 
Entering Unmasked Estep 
Score: -35536024.000000 Penalty: 6213.335938
	Iteration 56Q: 3 clusters Score -3.553602e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95017 members 
Mstep: Class 2 contains 180633 members 
Entering Unmasked Estep 
Score: -35535968.000000 Penalty: 6213.335938
	Iteration 57Q: 3 clusters Score -3.553597e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 181765 members 
Entering Unmasked Estep 
Score: -35536076.000000 Penalty: 6213.335938
	Iteration 58Q: 3 clusters Score -3.553608e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 182896 members 
Entering Unmasked Estep 
Score: -35536048.000000 Penalty: 6213.335938
	Iteration 59Q: 3 clusters Score -3.553605e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 183927 members 
Entering Unmasked Estep 
Score: -35535884.000000 Penalty: 6213.335938
	Iteration 60F: 3 clusters Score -3.553588e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 184909 members 
Entering Unmasked Estep 
Score: -35535712.000000 Penalty: 6213.335938
	Iteration 61Q: 3 clusters Score -3.553571e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89793 members 
Mstep: Class 2 contains 185857 members 
Entering Unmasked Estep 
Score: -35535708.000000 Penalty: 6213.335938
	Iteration 62Q: 3 clusters Score -3.553571e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88833 members 
Mstep: Class 2 contains 186817 members 
Entering Unmasked Estep 
Score: -35535532.000000 Penalty: 6213.335938
	Iteration 63Q: 3 clusters Score -3.553553e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 187755 members 
Entering Unmasked Estep 
Score: -35535664.000000 Penalty: 6213.335938
	Iteration 64Q: 3 clusters Score -3.553566e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 188632 members 
Entering Unmasked Estep 
Score: -35535664.000000 Penalty: 6213.335938
	Iteration 65Q: 3 clusters Score -3.553566e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86116 members 
Mstep: Class 2 contains 189534 members 
Entering Unmasked Estep 
Score: -35535532.000000 Penalty: 6213.335938
	Iteration 66Q: 3 clusters Score -3.553553e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 190380 members 
Entering Unmasked Estep 
Score: -35535540.000000 Penalty: 6213.335938
	Iteration 67Q: 3 clusters Score -3.553554e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 191222 members 
Entering Unmasked Estep 
Score: -35535452.000000 Penalty: 6213.335938
	Iteration 68Q: 3 clusters Score -3.553545e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 191986 members 
Entering Unmasked Estep 
Score: -35535408.000000 Penalty: 6213.335938
	Iteration 69Q: 3 clusters Score -3.553541e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 192752 members 
Entering Unmasked Estep 
Score: -35535352.000000 Penalty: 6213.335938
	Iteration 70Q: 3 clusters Score -3.553535e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82171 members 
Mstep: Class 2 contains 193479 members 
Entering Unmasked Estep 
Score: -35535192.000000 Penalty: 6213.335938
	Iteration 71Q: 3 clusters Score -3.553519e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81487 members 
Mstep: Class 2 contains 194163 members 
Entering Unmasked Estep 
Score: -35535104.000000 Penalty: 6213.335938
	Iteration 72Q: 3 clusters Score -3.55351e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 194831 members 
Entering Unmasked Estep 
Score: -35535012.000000 Penalty: 6213.335938
	Iteration 73Q: 3 clusters Score -3.553501e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 195485 members 
Entering Unmasked Estep 
Score: -35534940.000000 Penalty: 6213.335938
	Iteration 74Q: 3 clusters Score -3.553494e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 196177 members 
Entering Unmasked Estep 
Score: -35534976.000000 Penalty: 6213.335938
	Iteration 75Q: 3 clusters Score -3.553498e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 196822 members 
Entering Unmasked Estep 
Score: -35534908.000000 Penalty: 6213.335938
	Iteration 76Q: 3 clusters Score -3.553491e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 197355 members 
Entering Unmasked Estep 
Score: -35534984.000000 Penalty: 6213.335938
	Iteration 77Q: 3 clusters Score -3.553498e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 197896 members 
Entering Unmasked Estep 
Score: -35535040.000000 Penalty: 6213.335938
	Iteration 78Q: 3 clusters Score -3.553504e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77231 members 
Mstep: Class 2 contains 198419 members 
Entering Unmasked Estep 
Score: -35535000.000000 Penalty: 6213.335938
	Iteration 79Q: 3 clusters Score -3.5535e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 198927 members 
Entering Unmasked Estep 
Score: -35535096.000000 Penalty: 6213.335938
	Iteration 80F: 3 clusters Score -3.55351e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 199390 members 
Entering Unmasked Estep 
Score: -35535020.000000 Penalty: 6213.335938
	Iteration 81Q: 3 clusters Score -3.553502e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75818 members 
Mstep: Class 2 contains 199832 members 
Entering Unmasked Estep 
Score: -35535016.000000 Penalty: 6213.335938
	Iteration 82Q: 3 clusters Score -3.553502e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 200271 members 
Entering Unmasked Estep 
Score: -35534976.000000 Penalty: 6213.335938
	Iteration 83Q: 3 clusters Score -3.553498e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 200669 members 
Entering Unmasked Estep 
Score: -35534980.000000 Penalty: 6213.335938
	Iteration 84Q: 3 clusters Score -3.553498e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74630 members 
Mstep: Class 2 contains 201020 members 
Entering Unmasked Estep 
Score: -35535016.000000 Penalty: 6213.335938
	Iteration 85Q: 3 clusters Score -3.553502e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 201351 members 
Entering Unmasked Estep 
Score: -35534872.000000 Penalty: 6213.335938
	Iteration 86Q: 3 clusters Score -3.553487e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 201628 members 
Entering Unmasked Estep 
Score: -35534940.000000 Penalty: 6213.335938
	Iteration 87Q: 3 clusters Score -3.553494e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 201902 members 
Entering Unmasked Estep 
Score: -35535020.000000 Penalty: 6213.335938
	Iteration 88Q: 3 clusters Score -3.553502e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 202182 members 
Entering Unmasked Estep 
Score: -35535000.000000 Penalty: 6213.335938
	Iteration 89Q: 3 clusters Score -3.5535e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 202444 members 
Entering Unmasked Estep 
Score: -35534940.000000 Penalty: 6213.335938
	Iteration 90Q: 3 clusters Score -3.553494e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 202683 members 
Entering Unmasked Estep 
Score: -35534892.000000 Penalty: 6213.335938
	Iteration 91Q: 3 clusters Score -3.553489e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 202908 members 
Entering Unmasked Estep 
Score: -35534868.000000 Penalty: 6213.335938
	Iteration 92Q: 3 clusters Score -3.553487e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72549 members 
Mstep: Class 2 contains 203101 members 
Entering Unmasked Estep 
Score: -35534876.000000 Penalty: 6213.335938
	Iteration 93Q: 3 clusters Score -3.553488e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72423 members 
Mstep: Class 2 contains 203227 members 
Entering Unmasked Estep 
Score: -35534844.000000 Penalty: 6213.335938
	Iteration 94Q: 3 clusters Score -3.553484e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 203331 members 
Entering Unmasked Estep 
Score: -35534856.000000 Penalty: 6213.335938
	Iteration 95Q: 3 clusters Score -3.553486e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 203412 members 
Entering Unmasked Estep 
Score: -35534748.000000 Penalty: 6213.335938
	Iteration 96Q: 3 clusters Score -3.553475e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 203501 members 
Entering Unmasked Estep 
Score: -35534616.000000 Penalty: 6213.335938
	Iteration 97Q: 3 clusters Score -3.553462e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 203552 members 
Entering Unmasked Estep 
Score: -35534492.000000 Penalty: 6213.335938
	Iteration 98Q: 3 clusters Score -3.553449e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 203616 members 
Entering Unmasked Estep 
Score: -35534444.000000 Penalty: 6213.335938
	Iteration 99Q: 3 clusters Score -3.553444e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 203672 members 
Entering Unmasked Estep 
Score: -35534340.000000 Penalty: 6213.335938
	Iteration 100F: 3 clusters Score -3.553434e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 203735 members 
Entering Unmasked Estep 
Score: -35534208.000000 Penalty: 6213.335938
	Iteration 101Q: 3 clusters Score -3.553421e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 203772 members 
Entering Unmasked Estep 
Score: -35534144.000000 Penalty: 6213.335938
	Iteration 102Q: 3 clusters Score -3.553414e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 203758 members 
Entering Unmasked Estep 
Score: -35534108.000000 Penalty: 6213.335938
	Iteration 103Q: 3 clusters Score -3.553411e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 203724 members 
Entering Unmasked Estep 
Score: -35534072.000000 Penalty: 6213.335938
	Iteration 104Q: 3 clusters Score -3.553407e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 203668 members 
Entering Unmasked Estep 
Score: -35533968.000000 Penalty: 6213.335938
	Iteration 105Q: 3 clusters Score -3.553397e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 203598 members 
Entering Unmasked Estep 
Score: -35533880.000000 Penalty: 6213.335938
	Iteration 106Q: 3 clusters Score -3.553388e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 203522 members 
Entering Unmasked Estep 
Score: -35533820.000000 Penalty: 6213.335938
	Iteration 107Q: 3 clusters Score -3.553382e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 203418 members 
Entering Unmasked Estep 
Score: -35533720.000000 Penalty: 6213.335938
	Iteration 108Q: 3 clusters Score -3.553372e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 203322 members 
Entering Unmasked Estep 
Score: -35533688.000000 Penalty: 6213.335938
	Iteration 109Q: 3 clusters Score -3.553369e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 203159 members 
Entering Unmasked Estep 
Score: -35533712.000000 Penalty: 6213.335938
	Iteration 110Q: 3 clusters Score -3.553371e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72655 members 
Mstep: Class 2 contains 202995 members 
Entering Unmasked Estep 
Score: -35533592.000000 Penalty: 6213.335938
	Iteration 111Q: 3 clusters Score -3.553359e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 202812 members 
Entering Unmasked Estep 
Score: -35533496.000000 Penalty: 6213.335938
	Iteration 112Q: 3 clusters Score -3.55335e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 202632 members 
Entering Unmasked Estep 
Score: -35533440.000000 Penalty: 6213.335938
	Iteration 113Q: 3 clusters Score -3.553344e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Mstep: Class 2 contains 202422 members 
Entering Unmasked Estep 
Score: -35533456.000000 Penalty: 6213.335938
	Iteration 114Q: 3 clusters Score -3.553346e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 202191 members 
Entering Unmasked Estep 
Score: -35533380.000000 Penalty: 6213.335938
	Iteration 115Q: 3 clusters Score -3.553338e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73738 members 
Mstep: Class 2 contains 201912 members 
Entering Unmasked Estep 
Score: -35533336.000000 Penalty: 6213.335938
	Iteration 116Q: 3 clusters Score -3.553334e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74035 members 
Mstep: Class 2 contains 201615 members 
Entering Unmasked Estep 
Score: -35533316.000000 Penalty: 6213.335938
	Iteration 117Q: 3 clusters Score -3.553332e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 201288 members 
Entering Unmasked Estep 
Score: -35533264.000000 Penalty: 6213.335938
	Iteration 118Q: 3 clusters Score -3.553326e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 200932 members 
Entering Unmasked Estep 
Score: -35533176.000000 Penalty: 6213.335938
	Iteration 119Q: 3 clusters Score -3.553318e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 200525 members 
Entering Unmasked Estep 
Score: -35533072.000000 Penalty: 6213.335938
	Iteration 120F: 3 clusters Score -3.553307e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 200084 members 
Entering Unmasked Estep 
Score: -35533012.000000 Penalty: 6213.335938
	Iteration 121Q: 3 clusters Score -3.553301e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 199613 members 
Entering Unmasked Estep 
Score: -35533008.000000 Penalty: 6213.335938
	Iteration 122Q: 3 clusters Score -3.553301e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 199126 members 
Entering Unmasked Estep 
Score: -35532972.000000 Penalty: 6213.335938
	Iteration 123Q: 3 clusters Score -3.553297e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 198640 members 
Entering Unmasked Estep 
Score: -35532932.000000 Penalty: 6213.335938
	Iteration 124Q: 3 clusters Score -3.553293e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 198078 members 
Entering Unmasked Estep 
Score: -35532788.000000 Penalty: 6213.335938
	Iteration 125Q: 3 clusters Score -3.553279e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 197503 members 
Entering Unmasked Estep 
Score: -35532648.000000 Penalty: 6213.335938
	Iteration 126Q: 3 clusters Score -3.553265e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 196939 members 
Entering Unmasked Estep 
Score: -35532552.000000 Penalty: 6213.335938
	Iteration 127Q: 3 clusters Score -3.553255e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 196350 members 
Entering Unmasked Estep 
Score: -35532492.000000 Penalty: 6213.335938
	Iteration 128Q: 3 clusters Score -3.553249e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 195741 members 
Entering Unmasked Estep 
Score: -35532392.000000 Penalty: 6213.335938
	Iteration 129Q: 3 clusters Score -3.553239e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80491 members 
Mstep: Class 2 contains 195159 members 
Entering Unmasked Estep 
Score: -35532324.000000 Penalty: 6213.335938
	Iteration 130Q: 3 clusters Score -3.553232e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 194593 members 
Entering Unmasked Estep 
Score: -35532232.000000 Penalty: 6213.335938
	Iteration 131Q: 3 clusters Score -3.553223e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 194002 members 
Entering Unmasked Estep 
Score: -35532212.000000 Penalty: 6213.335938
	Iteration 132Q: 3 clusters Score -3.553221e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 193385 members 
Entering Unmasked Estep 
Score: -35532176.000000 Penalty: 6213.335938
	Iteration 133Q: 3 clusters Score -3.553218e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 192759 members 
Entering Unmasked Estep 
Score: -35532184.000000 Penalty: 6213.335938
	Iteration 134Q: 3 clusters Score -3.553218e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 192155 members 
Entering Unmasked Estep 
Score: -35532112.000000 Penalty: 6213.335938
	Iteration 135Q: 3 clusters Score -3.553211e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 191539 members 
Entering Unmasked Estep 
Score: -35532036.000000 Penalty: 6213.335938
	Iteration 136Q: 3 clusters Score -3.553204e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 190977 members 
Entering Unmasked Estep 
Score: -35532040.000000 Penalty: 6213.335938
	Iteration 137Q: 3 clusters Score -3.553204e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 190425 members 
Entering Unmasked Estep 
Score: -35532028.000000 Penalty: 6213.335938
	Iteration 138Q: 3 clusters Score -3.553203e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 189853 members 
Entering Unmasked Estep 
Score: -35531992.000000 Penalty: 6213.335938
	Iteration 139Q: 3 clusters Score -3.553199e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 189245 members 
Entering Unmasked Estep 
Score: -35532048.000000 Penalty: 6213.335938
	Iteration 140F: 3 clusters Score -3.553205e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 188597 members 
Entering Unmasked Estep 
Score: -35532044.000000 Penalty: 6213.335938
	Iteration 141Q: 3 clusters Score -3.553204e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 187930 members 
Entering Unmasked Estep 
Score: -35531940.000000 Penalty: 6213.335938
	Iteration 142Q: 3 clusters Score -3.553194e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88365 members 
Mstep: Class 2 contains 187285 members 
Entering Unmasked Estep 
Score: -35531864.000000 Penalty: 6213.335938
	Iteration 143Q: 3 clusters Score -3.553186e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 186717 members 
Entering Unmasked Estep 
Score: -35531816.000000 Penalty: 6213.335938
	Iteration 144Q: 3 clusters Score -3.553182e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 186196 members 
Entering Unmasked Estep 
Score: -35531856.000000 Penalty: 6213.335938
	Iteration 145Q: 3 clusters Score -3.553186e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 185634 members 
Entering Unmasked Estep 
Score: -35531788.000000 Penalty: 6213.335938
	Iteration 146Q: 3 clusters Score -3.553179e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 185073 members 
Entering Unmasked Estep 
Score: -35531764.000000 Penalty: 6213.335938
	Iteration 147Q: 3 clusters Score -3.553176e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91122 members 
Mstep: Class 2 contains 184528 members 
Entering Unmasked Estep 
Score: -35531688.000000 Penalty: 6213.335938
	Iteration 148Q: 3 clusters Score -3.553169e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 183984 members 
Entering Unmasked Estep 
Score: -35531612.000000 Penalty: 6213.335938
	Iteration 149Q: 3 clusters Score -3.553161e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 183377 members 
Entering Unmasked Estep 
Score: -35531576.000000 Penalty: 6213.335938
	Iteration 150Q: 3 clusters Score -3.553158e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92870 members 
Mstep: Class 2 contains 182780 members 
Entering Unmasked Estep 
Score: -35531568.000000 Penalty: 6213.335938
	Iteration 151Q: 3 clusters Score -3.553157e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93473 members 
Mstep: Class 2 contains 182177 members 
Entering Unmasked Estep 
Score: -35531508.000000 Penalty: 6213.335938
	Iteration 152Q: 3 clusters Score -3.553151e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 181566 members 
Entering Unmasked Estep 
Score: -35531504.000000 Penalty: 6213.335938
	Iteration 153Q: 3 clusters Score -3.55315e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94676 members 
Mstep: Class 2 contains 180974 members 
Entering Unmasked Estep 
Score: -35531500.000000 Penalty: 6213.335938
	Iteration 154Q: 3 clusters Score -3.55315e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95275 members 
Mstep: Class 2 contains 180375 members 
Entering Unmasked Estep 
Score: -35531476.000000 Penalty: 6213.335938
	Iteration 155Q: 3 clusters Score -3.553148e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95846 members 
Mstep: Class 2 contains 179804 members 
Entering Unmasked Estep 
Score: -35531464.000000 Penalty: 6213.335938
	Iteration 156Q: 3 clusters Score -3.553146e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 179207 members 
Entering Unmasked Estep 
Score: -35531404.000000 Penalty: 6213.335938
	Iteration 157Q: 3 clusters Score -3.55314e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97102 members 
Mstep: Class 2 contains 178548 members 
Entering Unmasked Estep 
Score: -35531280.000000 Penalty: 6213.335938
	Iteration 158Q: 3 clusters Score -3.553128e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97766 members 
Mstep: Class 2 contains 177884 members 
Entering Unmasked Estep 
Score: -35531172.000000 Penalty: 6213.335938
	Iteration 159Q: 3 clusters Score -3.553117e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98466 members 
Mstep: Class 2 contains 177184 members 
Entering Unmasked Estep 
Score: -35531136.000000 Penalty: 6213.335938
	Iteration 160F: 3 clusters Score -3.553114e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99146 members 
Mstep: Class 2 contains 176504 members 
Entering Unmasked Estep 
Score: -35531144.000000 Penalty: 6213.335938
	Iteration 161Q: 3 clusters Score -3.553114e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99820 members 
Mstep: Class 2 contains 175830 members 
Entering Unmasked Estep 
Score: -35531188.000000 Penalty: 6213.335938
	Iteration 162Q: 3 clusters Score -3.553119e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100485 members 
Mstep: Class 2 contains 175165 members 
Entering Unmasked Estep 
Score: -35531160.000000 Penalty: 6213.335938
	Iteration 163Q: 3 clusters Score -3.553116e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 174507 members 
Entering Unmasked Estep 
Score: -35531124.000000 Penalty: 6213.335938
	Iteration 164Q: 3 clusters Score -3.553112e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 173795 members 
Entering Unmasked Estep 
Score: -35530976.000000 Penalty: 6213.335938
	Iteration 165Q: 3 clusters Score -3.553098e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102552 members 
Mstep: Class 2 contains 173098 members 
Entering Unmasked Estep 
Score: -35530916.000000 Penalty: 6213.335938
	Iteration 166Q: 3 clusters Score -3.553092e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103276 members 
Mstep: Class 2 contains 172374 members 
Entering Unmasked Estep 
Score: -35530892.000000 Penalty: 6213.335938
	Iteration 167Q: 3 clusters Score -3.553089e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103900 members 
Mstep: Class 2 contains 171750 members 
Entering Unmasked Estep 
Score: -35530912.000000 Penalty: 6213.335938
	Iteration 168Q: 3 clusters Score -3.553091e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 171126 members 
Entering Unmasked Estep 
Score: -35530912.000000 Penalty: 6213.335938
	Iteration 169Q: 3 clusters Score -3.553091e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105087 members 
Mstep: Class 2 contains 170563 members 
Entering Unmasked Estep 
Score: -35530864.000000 Penalty: 6213.335938
	Iteration 170Q: 3 clusters Score -3.553086e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105605 members 
Mstep: Class 2 contains 170045 members 
Entering Unmasked Estep 
Score: -35530916.000000 Penalty: 6213.335938
	Iteration 171Q: 3 clusters Score -3.553092e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106123 members 
Mstep: Class 2 contains 169527 members 
Entering Unmasked Estep 
Score: -35530984.000000 Penalty: 6213.335938
	Iteration 172Q: 3 clusters Score -3.553098e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106622 members 
Mstep: Class 2 contains 169028 members 
Entering Unmasked Estep 
Score: -35530932.000000 Penalty: 6213.335938
	Iteration 173Q: 3 clusters Score -3.553093e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 168532 members 
Entering Unmasked Estep 
Score: -35530920.000000 Penalty: 6213.335938
	Iteration 174Q: 3 clusters Score -3.553092e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107611 members 
Mstep: Class 2 contains 168039 members 
Entering Unmasked Estep 
Score: -35530968.000000 Penalty: 6213.335938
	Iteration 175Q: 3 clusters Score -3.553097e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 167580 members 
Entering Unmasked Estep 
Score: -35531120.000000 Penalty: 6213.335938
	Iteration 176Q: 3 clusters Score -3.553112e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108551 members 
Mstep: Class 2 contains 167099 members 
Entering Unmasked Estep 
Score: -35531164.000000 Penalty: 6213.335938
	Iteration 177Q: 3 clusters Score -3.553116e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109019 members 
Mstep: Class 2 contains 166631 members 
Entering Unmasked Estep 
Score: -35531212.000000 Penalty: 6213.335938
	Iteration 178Q: 3 clusters Score -3.553121e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 166164 members 
Entering Unmasked Estep 
Score: -35531200.000000 Penalty: 6213.335938
	Iteration 179Q: 3 clusters Score -3.55312e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109997 members 
Mstep: Class 2 contains 165653 members 
Entering Unmasked Estep 
Score: -35531200.000000 Penalty: 6213.335938
	Iteration 180F: 3 clusters Score -3.55312e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110525 members 
Mstep: Class 2 contains 165125 members 
Entering Unmasked Estep 
Score: -35531144.000000 Penalty: 6213.335938
	Iteration 181Q: 3 clusters Score -3.553114e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111021 members 
Mstep: Class 2 contains 164629 members 
Entering Unmasked Estep 
Score: -35531244.000000 Penalty: 6213.335938
	Iteration 182Q: 3 clusters Score -3.553124e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111510 members 
Mstep: Class 2 contains 164140 members 
Entering Unmasked Estep 
Score: -35531308.000000 Penalty: 6213.335938
	Iteration 183Q: 3 clusters Score -3.553131e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 163667 members 
Entering Unmasked Estep 
Score: -35531416.000000 Penalty: 6213.335938
	Iteration 184Q: 3 clusters Score -3.553142e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112449 members 
Mstep: Class 2 contains 163201 members 
Entering Unmasked Estep 
Score: -35531412.000000 Penalty: 6213.335938
	Iteration 185Q: 3 clusters Score -3.553141e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112937 members 
Mstep: Class 2 contains 162713 members 
Entering Unmasked Estep 
Score: -35531452.000000 Penalty: 6213.335938
	Iteration 186Q: 3 clusters Score -3.553145e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113421 members 
Mstep: Class 2 contains 162229 members 
Entering Unmasked Estep 
Score: -35531520.000000 Penalty: 6213.335938
	Iteration 187Q: 3 clusters Score -3.553152e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113944 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -35531448.000000 Penalty: 6213.335938
	Iteration 188Q: 3 clusters Score -3.553145e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114466 members 
Mstep: Class 2 contains 161184 members 
Entering Unmasked Estep 
Score: -35531492.000000 Penalty: 6213.335938
	Iteration 189Q: 3 clusters Score -3.553149e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114993 members 
Mstep: Class 2 contains 160657 members 
Entering Unmasked Estep 
Score: -35531524.000000 Penalty: 6213.335938
	Iteration 190Q: 3 clusters Score -3.553152e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115533 members 
Mstep: Class 2 contains 160117 members 
Entering Unmasked Estep 
Score: -35531524.000000 Penalty: 6213.335938
	Iteration 191Q: 3 clusters Score -3.553152e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116051 members 
Mstep: Class 2 contains 159599 members 
Entering Unmasked Estep 
Score: -35531504.000000 Penalty: 6213.335938
	Iteration 192Q: 3 clusters Score -3.55315e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116513 members 
Mstep: Class 2 contains 159137 members 
Entering Unmasked Estep 
Score: -35531568.000000 Penalty: 6213.335938
	Iteration 193Q: 3 clusters Score -3.553157e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116956 members 
Mstep: Class 2 contains 158694 members 
Entering Unmasked Estep 
Score: -35531544.000000 Penalty: 6213.335938
	Iteration 194Q: 3 clusters Score -3.553154e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117382 members 
Mstep: Class 2 contains 158268 members 
Entering Unmasked Estep 
Score: -35531544.000000 Penalty: 6213.335938
	Iteration 195Q: 3 clusters Score -3.553154e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117762 members 
Mstep: Class 2 contains 157888 members 
Entering Unmasked Estep 
Score: -35531636.000000 Penalty: 6213.335938
	Iteration 196Q: 3 clusters Score -3.553164e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118122 members 
Mstep: Class 2 contains 157528 members 
Entering Unmasked Estep 
Score: -35531608.000000 Penalty: 6213.335938
	Iteration 197Q: 3 clusters Score -3.553161e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118461 members 
Mstep: Class 2 contains 157189 members 
Entering Unmasked Estep 
Score: -35531656.000000 Penalty: 6213.335938
	Iteration 198Q: 3 clusters Score -3.553166e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 156859 members 
Entering Unmasked Estep 
Score: -35531692.000000 Penalty: 6213.335938
	Iteration 199Q: 3 clusters Score -3.553169e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119153 members 
Mstep: Class 2 contains 156497 members 
Entering Unmasked Estep 
Score: -35531760.000000 Penalty: 6213.335938
	Iteration 200F: 3 clusters Score -3.553176e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 156110 members 
Entering Unmasked Estep 
Score: -35531856.000000 Penalty: 6213.335938
	Iteration 201Q: 3 clusters Score -3.553186e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119927 members 
Mstep: Class 2 contains 155723 members 
Entering Unmasked Estep 
Score: -35531900.000000 Penalty: 6213.335938
	Iteration 202Q: 3 clusters Score -3.55319e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120289 members 
Mstep: Class 2 contains 155361 members 
Entering Unmasked Estep 
Score: -35531860.000000 Penalty: 6213.335938
	Iteration 203Q: 3 clusters Score -3.553186e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120719 members 
Mstep: Class 2 contains 154931 members 
Entering Unmasked Estep 
Score: -35532068.000000 Penalty: 6213.335938
	Iteration 204Q: 3 clusters Score -3.553207e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121147 members 
Mstep: Class 2 contains 154503 members 
Entering Unmasked Estep 
Score: -35532136.000000 Penalty: 6213.335938
	Iteration 205Q: 3 clusters Score -3.553214e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121583 members 
Mstep: Class 2 contains 154067 members 
Entering Unmasked Estep 
Score: -35532092.000000 Penalty: 6213.335938
	Iteration 206Q: 3 clusters Score -3.553209e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122015 members 
Mstep: Class 2 contains 153635 members 
Entering Unmasked Estep 
Score: -35532196.000000 Penalty: 6213.335938
	Iteration 207Q: 3 clusters Score -3.55322e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122435 members 
Mstep: Class 2 contains 153215 members 
Entering Unmasked Estep 
Score: -35532268.000000 Penalty: 6213.335938
	Iteration 208Q: 3 clusters Score -3.553227e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122841 members 
Mstep: Class 2 contains 152809 members 
Entering Unmasked Estep 
Score: -35532212.000000 Penalty: 6213.335938
	Iteration 209Q: 3 clusters Score -3.553221e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123206 members 
Mstep: Class 2 contains 152444 members 
Entering Unmasked Estep 
Score: -35532164.000000 Penalty: 6213.335938
	Iteration 210Q: 3 clusters Score -3.553216e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123586 members 
Mstep: Class 2 contains 152064 members 
Entering Unmasked Estep 
Score: -35532228.000000 Penalty: 6213.335938
	Iteration 211Q: 3 clusters Score -3.553223e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123992 members 
Mstep: Class 2 contains 151658 members 
Entering Unmasked Estep 
Score: -35532252.000000 Penalty: 6213.335938
	Iteration 212Q: 3 clusters Score -3.553225e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124430 members 
Mstep: Class 2 contains 151220 members 
Entering Unmasked Estep 
Score: -35532332.000000 Penalty: 6213.335938
	Iteration 213Q: 3 clusters Score -3.553233e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124876 members 
Mstep: Class 2 contains 150774 members 
Entering Unmasked Estep 
Score: -35532380.000000 Penalty: 6213.335938
	Iteration 214Q: 3 clusters Score -3.553238e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125307 members 
Mstep: Class 2 contains 150343 members 
Entering Unmasked Estep 
Score: -35532448.000000 Penalty: 6213.335938
	Iteration 215Q: 3 clusters Score -3.553245e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125731 members 
Mstep: Class 2 contains 149919 members 
Entering Unmasked Estep 
Score: -35532580.000000 Penalty: 6213.335938
	Iteration 216Q: 3 clusters Score -3.553258e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126166 members 
Mstep: Class 2 contains 149484 members 
Entering Unmasked Estep 
Score: -35532556.000000 Penalty: 6213.335938
	Iteration 217Q: 3 clusters Score -3.553256e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126602 members 
Mstep: Class 2 contains 149048 members 
Entering Unmasked Estep 
Score: -35532648.000000 Penalty: 6213.335938
	Iteration 218Q: 3 clusters Score -3.553265e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127039 members 
Mstep: Class 2 contains 148611 members 
Entering Unmasked Estep 
Score: -35532652.000000 Penalty: 6213.335938
	Iteration 219Q: 3 clusters Score -3.553265e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127456 members 
Mstep: Class 2 contains 148194 members 
Entering Unmasked Estep 
Score: -35532660.000000 Penalty: 6213.335938
	Iteration 220F: 3 clusters Score -3.553266e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127879 members 
Mstep: Class 2 contains 147771 members 
Entering Unmasked Estep 
Score: -35532728.000000 Penalty: 6213.335938
	Iteration 221Q: 3 clusters Score -3.553273e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128314 members 
Mstep: Class 2 contains 147336 members 
Entering Unmasked Estep 
Score: -35532788.000000 Penalty: 6213.335938
	Iteration 222Q: 3 clusters Score -3.553279e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128813 members 
Mstep: Class 2 contains 146837 members 
Entering Unmasked Estep 
Score: -35532836.000000 Penalty: 6213.335938
	Iteration 223Q: 3 clusters Score -3.553284e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129355 members 
Mstep: Class 2 contains 146295 members 
Entering Unmasked Estep 
Score: -35532968.000000 Penalty: 6213.335938
	Iteration 224Q: 3 clusters Score -3.553297e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129938 members 
Mstep: Class 2 contains 145712 members 
Entering Unmasked Estep 
Score: -35533040.000000 Penalty: 6213.335938
	Iteration 225Q: 3 clusters Score -3.553304e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130550 members 
Mstep: Class 2 contains 145100 members 
Entering Unmasked Estep 
Score: -35532980.000000 Penalty: 6213.335938
	Iteration 226Q: 3 clusters Score -3.553298e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131160 members 
Mstep: Class 2 contains 144490 members 
Entering Unmasked Estep 
Score: -35533052.000000 Penalty: 6213.335938
	Iteration 227Q: 3 clusters Score -3.553305e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131856 members 
Mstep: Class 2 contains 143794 members 
Entering Unmasked Estep 
Score: -35533140.000000 Penalty: 6213.335938
	Iteration 228Q: 3 clusters Score -3.553314e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132590 members 
Mstep: Class 2 contains 143060 members 
Entering Unmasked Estep 
Score: -35533228.000000 Penalty: 6213.335938
	Iteration 229Q: 3 clusters Score -3.553323e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133437 members 
Mstep: Class 2 contains 142213 members 
Entering Unmasked Estep 
Score: -35533352.000000 Penalty: 6213.335938
	Iteration 230Q: 3 clusters Score -3.553335e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134338 members 
Mstep: Class 2 contains 141312 members 
Entering Unmasked Estep 
Score: -35533468.000000 Penalty: 6213.335938
	Iteration 231Q: 3 clusters Score -3.553347e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135301 members 
Mstep: Class 2 contains 140349 members 
Entering Unmasked Estep 
Score: -35533640.000000 Penalty: 6213.335938
	Iteration 232Q: 3 clusters Score -3.553364e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136371 members 
Mstep: Class 2 contains 139279 members 
Entering Unmasked Estep 
Score: -35533700.000000 Penalty: 6213.335938
	Iteration 233Q: 3 clusters Score -3.55337e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137531 members 
Mstep: Class 2 contains 138119 members 
Entering Unmasked Estep 
Score: -35533916.000000 Penalty: 6213.335938
	Iteration 234Q: 3 clusters Score -3.553392e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138722 members 
Mstep: Class 2 contains 136928 members 
Entering Unmasked Estep 
Score: -35533992.000000 Penalty: 6213.335938
	Iteration 235Q: 3 clusters Score -3.553399e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140041 members 
Mstep: Class 2 contains 135609 members 
Entering Unmasked Estep 
Score: -35534288.000000 Penalty: 6213.335938
	Iteration 236Q: 3 clusters Score -3.553429e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141482 members 
Mstep: Class 2 contains 134168 members 
Entering Unmasked Estep 
Score: -35534556.000000 Penalty: 6213.335938
	Iteration 237Q: 3 clusters Score -3.553456e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 132584 members 
Entering Unmasked Estep 
Score: -35534776.000000 Penalty: 6213.335938
	Iteration 238Q: 3 clusters Score -3.553478e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144749 members 
Mstep: Class 2 contains 130901 members 
Entering Unmasked Estep 
Score: -35534920.000000 Penalty: 6213.335938
	Iteration 239Q: 3 clusters Score -3.553492e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146647 members 
Mstep: Class 2 contains 129003 members 
Entering Unmasked Estep 
Score: -35535224.000000 Penalty: 6213.335938
	Iteration 240F: 3 clusters Score -3.553522e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148785 members 
Mstep: Class 2 contains 126865 members 
Entering Unmasked Estep 
Score: -35535712.000000 Penalty: 6213.335938
	Iteration 241Q: 3 clusters Score -3.553571e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 124597 members 
Entering Unmasked Estep 
Score: -35536256.000000 Penalty: 6213.335938
	Iteration 242Q: 3 clusters Score -3.553626e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153503 members 
Mstep: Class 2 contains 122147 members 
Entering Unmasked Estep 
Score: -35536760.000000 Penalty: 6213.335938
	Iteration 243Q: 3 clusters Score -3.553676e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156161 members 
Mstep: Class 2 contains 119489 members 
Entering Unmasked Estep 
Score: -35537436.000000 Penalty: 6213.335938
	Iteration 244Q: 3 clusters Score -3.553744e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 116677 members 
Entering Unmasked Estep 
Score: -35537960.000000 Penalty: 6213.335938
	Iteration 245Q: 3 clusters Score -3.553796e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161921 members 
Mstep: Class 2 contains 113729 members 
Entering Unmasked Estep 
Score: -35538440.000000 Penalty: 6213.335938
	Iteration 246Q: 3 clusters Score -3.553844e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164961 members 
Mstep: Class 2 contains 110689 members 
Entering Unmasked Estep 
Score: -35539152.000000 Penalty: 6213.335938
	Iteration 247Q: 3 clusters Score -3.553915e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168046 members 
Mstep: Class 2 contains 107604 members 
Entering Unmasked Estep 
Score: -35539800.000000 Penalty: 6213.335938
	Iteration 248Q: 3 clusters Score -3.55398e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171340 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -35540484.000000 Penalty: 6213.335938
	Iteration 249Q: 3 clusters Score -3.554048e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174718 members 
Mstep: Class 2 contains 100932 members 
Entering Unmasked Estep 
Score: -35541196.000000 Penalty: 6213.335938
	Iteration 250Q: 3 clusters Score -3.55412e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178137 members 
Mstep: Class 2 contains 97513 members 
Entering Unmasked Estep 
Score: -35541972.000000 Penalty: 6213.335938
	Iteration 251Q: 3 clusters Score -3.554197e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181470 members 
Mstep: Class 2 contains 94180 members 
Entering Unmasked Estep 
Score: -35542636.000000 Penalty: 6213.335938
	Iteration 252Q: 3 clusters Score -3.554264e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184709 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -35543284.000000 Penalty: 6213.335938
	Iteration 253Q: 3 clusters Score -3.554328e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187903 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -35543900.000000 Penalty: 6213.335938
	Iteration 254Q: 3 clusters Score -3.55439e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191003 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -35544564.000000 Penalty: 6213.335938
	Iteration 255Q: 3 clusters Score -3.554456e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194002 members 
Mstep: Class 2 contains 81648 members 
Entering Unmasked Estep 
Score: -35544852.000000 Penalty: 6213.335938
	Iteration 256Q: 3 clusters Score -3.554485e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196963 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -35545352.000000 Penalty: 6213.335938
	Iteration 257Q: 3 clusters Score -3.554535e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199765 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -35545968.000000 Penalty: 6213.335938
	Iteration 258Q: 3 clusters Score -3.554597e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202589 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -35546352.000000 Penalty: 6213.335938
	Iteration 259Q: 3 clusters Score -3.554635e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205423 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -35547088.000000 Penalty: 6213.335938
	Iteration 260F: 3 clusters Score -3.554709e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208472 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -35547984.000000 Penalty: 6213.335938
	Iteration 261Q: 3 clusters Score -3.554798e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211677 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -35548920.000000 Penalty: 6213.335938
	Iteration 262Q: 3 clusters Score -3.554892e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215006 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -35549916.000000 Penalty: 6213.335938
	Iteration 263Q: 3 clusters Score -3.554992e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218483 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -35550976.000000 Penalty: 6213.335938
	Iteration 264Q: 3 clusters Score -3.555098e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222125 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -35552156.000000 Penalty: 6213.335938
	Iteration 265Q: 3 clusters Score -3.555216e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225938 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -35553268.000000 Penalty: 6213.335938
	Iteration 266Q: 3 clusters Score -3.555327e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229756 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -35554016.000000 Penalty: 6213.335938
	Iteration 267Q: 3 clusters Score -3.555402e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233550 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -35554904.000000 Penalty: 6213.335938
	Iteration 268Q: 3 clusters Score -3.55549e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237309 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -35555804.000000 Penalty: 6213.335938
	Iteration 269Q: 3 clusters Score -3.55558e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241008 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -35556620.000000 Penalty: 6213.335938
	Iteration 270Q: 3 clusters Score -3.555662e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244443 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -35557764.000000 Penalty: 6213.335938
	Iteration 271Q: 3 clusters Score -3.555776e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247677 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -3.555842e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250645 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -35558696.000000 Penalty: 6213.335938
	Iteration 273Q: 3 clusters Score -3.55587e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253403 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -35559412.000000 Penalty: 6213.335938
	Iteration 274Q: 3 clusters Score -3.555941e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255782 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -35559616.000000 Penalty: 6213.335938
	Iteration 275Q: 3 clusters Score -3.555962e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257814 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -3.556024e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259590 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -35560512.000000 Penalty: 6213.335938
	Iteration 277Q: 3 clusters Score -3.556051e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261132 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -35560728.000000 Penalty: 6213.335938
	Iteration 278Q: 3 clusters Score -3.556073e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262481 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -3.556088e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263697 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -35561168.000000 Penalty: 6213.335938
	Iteration 280F: 3 clusters Score -3.556117e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264917 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -35561456.000000 Penalty: 6213.335938
	Iteration 281Q: 3 clusters Score -3.556146e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265965 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -3.556152e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266822 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -3.556165e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267592 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -3.556166e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268297 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -35561712.000000 Penalty: 6213.335938
	Iteration 285Q: 3 clusters Score -3.556171e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268930 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -3.55617e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269484 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -3.556159e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269979 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -3.556167e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270435 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -35561616.000000 Penalty: 6213.335938
	Iteration 289Q: 3 clusters Score -3.556162e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270824 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -3.556156e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271173 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -3.556154e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271488 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -3.556158e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271792 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -3.556159e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272046 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -3.556157e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272274 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -3.556155e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272485 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -3.556164e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272695 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -3.55616e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272899 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -3.556158e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273084 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -35561592.000000 Penalty: 6213.335938
	Iteration 299Q: 3 clusters Score -3.556159e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273241 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -35561596.000000 Penalty: 6213.335938
	Iteration 300F: 3 clusters Score -3.55616e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273390 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -35561620.000000 Penalty: 6213.335938
	Iteration 301Q: 3 clusters Score -3.556162e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273524 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -3.55617e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273649 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -3.556169e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273766 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -3.556169e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273862 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -3.556169e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273929 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -3.556172e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274001 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -35561724.000000 Penalty: 6213.335938
	Iteration 307Q: 3 clusters Score -3.556172e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274077 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -3.556177e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274135 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -35561776.000000 Penalty: 6213.335938
	Iteration 309Q: 3 clusters Score -3.556178e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274178 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -35561772.000000 Penalty: 6213.335938
	Iteration 310Q: 3 clusters Score -3.556177e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274208 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -3.556175e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274240 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -3.556179e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274272 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -35561824.000000 Penalty: 6213.335938
	Iteration 313Q: 3 clusters Score -3.556182e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274309 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -3.55618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274343 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -3.556182e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274368 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -3.556182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274393 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -3.55618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274413 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -3.556178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274437 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -3.55618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274457 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -3.55618e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274478 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -35561808.000000 Penalty: 6213.335938
	Iteration 321Q: 3 clusters Score -3.556181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274499 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -3.55618e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 274514 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -3.556178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274529 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -3.556178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274543 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -3.556176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274556 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -3.556176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274568 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -3.556175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274588 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -3.556175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274596 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -35561760.000000 Penalty: 6213.335938
	Iteration 329Q: 3 clusters Score -3.556176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274602 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -35561768.000000 Penalty: 6213.335938
	Iteration 330Q: 3 clusters Score -3.556177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274609 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -35561744.000000 Penalty: 6213.335938
	Iteration 331Q: 3 clusters Score -3.556174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274614 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -3.556178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274619 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -3.556178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274621 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -3.55618e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 274630 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -3.556178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274640 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -3.55618e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 274650 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -35561812.000000 Penalty: 6213.335938
	Iteration 337Q: 3 clusters Score -3.556181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274660 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -3.556178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274667 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -35561772.000000 Penalty: 6213.335938
	Iteration 339Q: 3 clusters Score -3.556177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274672 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -35561760.000000 Penalty: 6213.335938
	Iteration 340F: 3 clusters Score -3.556176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274681 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -35561748.000000 Penalty: 6213.335938
	Iteration 341Q: 3 clusters Score -3.556175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274692 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -35561788.000000 Penalty: 6213.335938
	Iteration 342Q: 3 clusters Score -3.556179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274696 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -35561764.000000 Penalty: 6213.335938
	Iteration 343Q: 3 clusters Score -3.556176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274699 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -35561792.000000 Penalty: 6213.335938
	Iteration 344Q: 3 clusters Score -3.556179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274700 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -3.556179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274703 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -35561780.000000 Penalty: 6213.335938
	Iteration 346Q: 3 clusters Score -3.556178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274705 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -3.556176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274706 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -3.556176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274706 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -35561760.000000 Penalty: 6213.335938
	Iteration 349Q: 3 clusters Score -3.556176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274707 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -35561740.000000 Penalty: 6213.335938
	Iteration 350Q: 3 clusters Score -3.556174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274708 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -35561760.000000 Penalty: 6213.335938
	Iteration 351Q: 3 clusters Score -3.556176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274710 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -35561760.000000 Penalty: 6213.335938
	Iteration 352Q: 3 clusters Score -3.556176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274714 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -35561772.000000 Penalty: 6213.335938
	Iteration 353Q: 3 clusters Score -3.556177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274716 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -35561756.000000 Penalty: 6213.335938
	Iteration 354Q: 3 clusters Score -3.556176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274718 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -35561772.000000 Penalty: 6213.335938
	Iteration 355Q: 3 clusters Score -3.556177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274720 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -35561768.000000 Penalty: 6213.335938
	Iteration 356Q: 3 clusters Score -3.556177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274722 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -35561776.000000 Penalty: 6213.335938
	Iteration 357Q: 3 clusters Score -3.556178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274724 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -35561784.000000 Penalty: 6213.335938
	Iteration 358Q: 3 clusters Score -3.556178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274729 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -35561796.000000 Penalty: 6213.335938
	Iteration 359Q: 3 clusters Score -3.55618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274731 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -35561764.000000 Penalty: 6213.335938
	Iteration 360F: 3 clusters Score -3.556176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274734 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -35561768.000000 Penalty: 6213.335938
	Iteration 361Q: 3 clusters Score -3.556177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274737 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -35561768.000000 Penalty: 6213.335938
	Iteration 362Q: 3 clusters Score -3.556177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274741 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -35561768.000000 Penalty: 6213.335938
	Iteration 363Q: 3 clusters Score -3.556177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274743 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -35561784.000000 Penalty: 6213.335938
	Iteration 364Q: 3 clusters Score -3.556178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274746 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -35561780.000000 Penalty: 6213.335938
	Iteration 365Q: 3 clusters Score -3.556178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274752 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -35561788.000000 Penalty: 6213.335938
	Iteration 366Q: 3 clusters Score -3.556179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274756 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -35561796.000000 Penalty: 6213.335938
	Iteration 367Q: 3 clusters Score -3.55618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274758 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -35561788.000000 Penalty: 6213.335938
	Iteration 368Q: 3 clusters Score -3.556179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274759 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -35561804.000000 Penalty: 6213.335938
	Iteration 369Q: 3 clusters Score -3.55618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274759 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -35561812.000000 Penalty: 6213.335938
	Iteration 370Q: 3 clusters Score -3.556181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274761 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -35561824.000000 Penalty: 6213.335938
	Iteration 371Q: 3 clusters Score -3.556182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274762 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -35561804.000000 Penalty: 6213.335938
	Iteration 372Q: 3 clusters Score -3.55618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274763 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -35561816.000000 Penalty: 6213.335938
	Iteration 373Q: 3 clusters Score -3.556182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274765 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -35561820.000000 Penalty: 6213.335938
	Iteration 374Q: 3 clusters Score -3.556182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274766 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -35561808.000000 Penalty: 6213.335938
	Iteration 375Q: 3 clusters Score -3.556181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274767 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -35561796.000000 Penalty: 6213.335938
	Iteration 376Q: 3 clusters Score -3.55618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274769 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -35561796.000000 Penalty: 6213.335938
	Iteration 377Q: 3 clusters Score -3.55618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274769 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -35561804.000000 Penalty: 6213.335938
	Iteration 378Q: 3 clusters Score -3.55618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274770 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -35561816.000000 Penalty: 6213.335938
	Iteration 379Q: 3 clusters Score -3.556182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274771 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -35561812.000000 Penalty: 6213.335938
	Iteration 380F: 3 clusters Score -3.556181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274772 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -35561812.000000 Penalty: 6213.335938
	Iteration 381Q: 3 clusters Score -3.556181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274772 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -35561812.000000 Penalty: 6213.335938
	Iteration 382F: 3 clusters Score -3.556181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Entering Unmasked Estep 
Score: -983115.125000 Penalty: 2232.028076
	Iteration 0F: 2 clusters Score -983115.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -976626.187500 Penalty: 4464.056152
	Iteration 0F: 3 clusters Score -976626.2 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -978333.937500 Penalty: 4464.056152
	Iteration 1F: 3 clusters Score -978333.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -978643.375000 Penalty: 4464.056152
	Iteration 2F: 3 clusters Score -978643.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -978872.437500 Penalty: 4464.056152
	Iteration 3F: 3 clusters Score -978872.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -979051.875000 Penalty: 4464.056152
	Iteration 4Q: 3 clusters Score -979051.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -979209.000000 Penalty: 4464.056152
	Iteration 5Q: 3 clusters Score -979209 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -979333.625000 Penalty: 4464.056152
	Iteration 6Q: 3 clusters Score -979333.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -979447.500000 Penalty: 4464.056152
	Iteration 7Q: 3 clusters Score -979447.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -979574.000000 Penalty: 4464.056152
	Iteration 8Q: 3 clusters Score -979574 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -979694.562500 Penalty: 4464.056152
	Iteration 9Q: 3 clusters Score -979694.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -979813.562500 Penalty: 4464.056152
	Iteration 10Q: 3 clusters Score -979813.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -979917.937500 Penalty: 4464.056152
	Iteration 11Q: 3 clusters Score -979917.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -980024.375000 Penalty: 4464.056152
	Iteration 12Q: 3 clusters Score -980024.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -980127.250000 Penalty: 4464.056152
	Iteration 13Q: 3 clusters Score -980127.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -980228.000000 Penalty: 4464.056152
	Iteration 14Q: 3 clusters Score -980228 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -980337.062500 Penalty: 4464.056152
	Iteration 15Q: 3 clusters Score -980337.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -980431.500000 Penalty: 4464.056152
	Iteration 16Q: 3 clusters Score -980431.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -980516.000000 Penalty: 4464.056152
	Iteration 17Q: 3 clusters Score -980516 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -980588.875000 Penalty: 4464.056152
	Iteration 18Q: 3 clusters Score -980588.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -980652.437500 Penalty: 4464.056152
	Iteration 19Q: 3 clusters Score -980652.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -980722.000000 Penalty: 4464.056152
	Iteration 20F: 3 clusters Score -980722 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -980801.750000 Penalty: 4464.056152
	Iteration 21Q: 3 clusters Score -980801.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -980871.500000 Penalty: 4464.056152
	Iteration 22Q: 3 clusters Score -980871.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -980933.250000 Penalty: 4464.056152
	Iteration 23Q: 3 clusters Score -980933.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -980990.125000 Penalty: 4464.056152
	Iteration 24Q: 3 clusters Score -980990.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -981034.250000 Penalty: 4464.056152
	Iteration 25Q: 3 clusters Score -981034.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -981068.000000 Penalty: 4464.056152
	Iteration 26Q: 3 clusters Score -981068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -981092.062500 Penalty: 4464.056152
	Iteration 27Q: 3 clusters Score -981092.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -981108.750000 Penalty: 4464.056152
	Iteration 28Q: 3 clusters Score -981108.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -981122.375000 Penalty: 4464.056152
	Iteration 29Q: 3 clusters Score -981122.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -981142.062500 Penalty: 4464.056152
	Iteration 30Q: 3 clusters Score -981142.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -981155.125000 Penalty: 4464.056152
	Iteration 31Q: 3 clusters Score -981155.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -981170.375000 Penalty: 4464.056152
	Iteration 32Q: 3 clusters Score -981170.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -981186.875000 Penalty: 4464.056152
	Iteration 33Q: 3 clusters Score -981186.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -981197.625000 Penalty: 4464.056152
	Iteration 34Q: 3 clusters Score -981197.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -981208.875000 Penalty: 4464.056152
	Iteration 35Q: 3 clusters Score -981208.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -981219.687500 Penalty: 4464.056152
	Iteration 36Q: 3 clusters Score -981219.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -981231.062500 Penalty: 4464.056152
	Iteration 37Q: 3 clusters Score -981231.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -981240.937500 Penalty: 4464.056152
	Iteration 38Q: 3 clusters Score -981240.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -981248.875000 Penalty: 4464.056152
	Iteration 39Q: 3 clusters Score -981248.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -981261.687500 Penalty: 4464.056152
	Iteration 40F: 3 clusters Score -981261.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -981267.125000 Penalty: 4464.056152
	Iteration 41Q: 3 clusters Score -981267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -981276.937500 Penalty: 4464.056152
	Iteration 42Q: 3 clusters Score -981276.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -981288.437500 Penalty: 4464.056152
	Iteration 43Q: 3 clusters Score -981288.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -981292.750000 Penalty: 4464.056152
	Iteration 44Q: 3 clusters Score -981292.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -981295.000000 Penalty: 4464.056152
	Iteration 45Q: 3 clusters Score -981295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -981297.750000 Penalty: 4464.056152
	Iteration 46Q: 3 clusters Score -981297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -981301.812500 Penalty: 4464.056152
	Iteration 47Q: 3 clusters Score -981301.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -981306.187500 Penalty: 4464.056152
	Iteration 48Q: 3 clusters Score -981306.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -981307.250000 Penalty: 4464.056152
	Iteration 49Q: 3 clusters Score -981307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -981311.187500 Penalty: 4464.056152
	Iteration 50Q: 3 clusters Score -981311.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -981314.125000 Penalty: 4464.056152
	Iteration 51Q: 3 clusters Score -981314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -981314.437500 Penalty: 4464.056152
	Iteration 52Q: 3 clusters Score -981314.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -981317.125000 Penalty: 4464.056152
	Iteration 53Q: 3 clusters Score -981317.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -981319.125000 Penalty: 4464.056152
	Iteration 54Q: 3 clusters Score -981319.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -981324.500000 Penalty: 4464.056152
	Iteration 55Q: 3 clusters Score -981324.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -981326.875000 Penalty: 4464.056152
	Iteration 56Q: 3 clusters Score -981326.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -981330.437500 Penalty: 4464.056152
	Iteration 57Q: 3 clusters Score -981330.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -981332.000000 Penalty: 4464.056152
	Iteration 58Q: 3 clusters Score -981332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -981332.062500 Penalty: 4464.056152
	Iteration 59Q: 3 clusters Score -981332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -981333.875000 Penalty: 4464.056152
	Iteration 60F: 3 clusters Score -981333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -981337.250000 Penalty: 4464.056152
	Iteration 61Q: 3 clusters Score -981337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -981337.812500 Penalty: 4464.056152
	Iteration 62Q: 3 clusters Score -981337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -981341.312500 Penalty: 4464.056152
	Iteration 63Q: 3 clusters Score -981341.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -981343.562500 Penalty: 4464.056152
	Iteration 64Q: 3 clusters Score -981343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -981347.000000 Penalty: 4464.056152
	Iteration 65Q: 3 clusters Score -981347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -981349.312500 Penalty: 4464.056152
	Iteration 66Q: 3 clusters Score -981349.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -981353.187500 Penalty: 4464.056152
	Iteration 67Q: 3 clusters Score -981353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -981356.687500 Penalty: 4464.056152
	Iteration 68Q: 3 clusters Score -981356.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -981360.312500 Penalty: 4464.056152
	Iteration 69Q: 3 clusters Score -981360.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -981361.000000 Penalty: 4464.056152
	Iteration 70Q: 3 clusters Score -981361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -981364.250000 Penalty: 4464.056152
	Iteration 71Q: 3 clusters Score -981364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -981364.812500 Penalty: 4464.056152
	Iteration 72Q: 3 clusters Score -981364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -981365.875000 Penalty: 4464.056152
	Iteration 73Q: 3 clusters Score -981365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -981365.875000 Penalty: 4464.056152
	Iteration 74F: 3 clusters Score -981365.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Entering Unmasked Estep 
Score: -2761764.000000 Penalty: 2481.588379
	Iteration 0F: 2 clusters Score -2761764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2746339.750000 Penalty: 4963.176758
	Iteration 0F: 3 clusters Score -2746340 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2751721.500000 Penalty: 4963.176758
	Iteration 1F: 3 clusters Score -2751722 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2752307.750000 Penalty: 4963.176758
	Iteration 2F: 3 clusters Score -2752308 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2752904.500000 Penalty: 4963.176758
	Iteration 3F: 3 clusters Score -2752904 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2753540.250000 Penalty: 4963.176758
	Iteration 4F: 3 clusters Score -2753540 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2754277.500000 Penalty: 4963.176758
	Iteration 5F: 3 clusters Score -2754278 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2755096.500000 Penalty: 4963.176758
	Iteration 6F: 3 clusters Score -2755096 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2756133.250000 Penalty: 4963.176758
	Iteration 7F: 3 clusters Score -2756133 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2757178.500000 Penalty: 4963.176758
	Iteration 8F: 3 clusters Score -2757178 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2757964.750000 Penalty: 4963.176758
	Iteration 9F: 3 clusters Score -2757965 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2758481.750000 Penalty: 4963.176758
	Iteration 10Q: 3 clusters Score -2758482 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2758822.500000 Penalty: 4963.176758
	Iteration 11Q: 3 clusters Score -2758822 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2759114.500000 Penalty: 4963.176758
	Iteration 12Q: 3 clusters Score -2759114 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2759339.000000 Penalty: 4963.176758
	Iteration 13Q: 3 clusters Score -2759339 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2759573.750000 Penalty: 4963.176758
	Iteration 14Q: 3 clusters Score -2759574 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2759787.500000 Penalty: 4963.176758
	Iteration 15Q: 3 clusters Score -2759788 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2760068.250000 Penalty: 4963.176758
	Iteration 16Q: 3 clusters Score -2760068 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2760312.250000 Penalty: 4963.176758
	Iteration 17Q: 3 clusters Score -2760312 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2760535.000000 Penalty: 4963.176758
	Iteration 18Q: 3 clusters Score -2760535 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2760735.750000 Penalty: 4963.176758
	Iteration 19Q: 3 clusters Score -2760736 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2760884.500000 Penalty: 4963.176758
	Iteration 20F: 3 clusters Score -2760884 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2761010.750000 Penalty: 4963.176758
	Iteration 21Q: 3 clusters Score -2761011 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2761108.250000 Penalty: 4963.176758
	Iteration 22Q: 3 clusters Score -2761108 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2761165.500000 Penalty: 4963.176758
	Iteration 23Q: 3 clusters Score -2761166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2761196.250000 Penalty: 4963.176758
	Iteration 24Q: 3 clusters Score -2761196 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2761238.000000 Penalty: 4963.176758
	Iteration 25Q: 3 clusters Score -2761238 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2761260.750000 Penalty: 4963.176758
	Iteration 26Q: 3 clusters Score -2761261 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2761281.250000 Penalty: 4963.176758
	Iteration 27Q: 3 clusters Score -2761281 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2761291.500000 Penalty: 4963.176758
	Iteration 28Q: 3 clusters Score -2761292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2761291.500000 Penalty: 4963.176758
	Iteration 29Q: 3 clusters Score -2761292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2761310.250000 Penalty: 4963.176758
	Iteration 30Q: 3 clusters Score -2761310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2761324.750000 Penalty: 4963.176758
	Iteration 31Q: 3 clusters Score -2761325 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2761333.000000 Penalty: 4963.176758
	Iteration 32Q: 3 clusters Score -2761333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2761330.750000 Penalty: 4963.176758
	Iteration 33Q: 3 clusters Score -2761331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2761353.500000 Penalty: 4963.176758
	Iteration 34Q: 3 clusters Score -2761354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2761360.000000 Penalty: 4963.176758
	Iteration 35Q: 3 clusters Score -2761360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2761359.500000 Penalty: 4963.176758
	Iteration 36Q: 3 clusters Score -2761360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2761358.250000 Penalty: 4963.176758
	Iteration 37Q: 3 clusters Score -2761358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2761358.250000 Penalty: 4963.176758
	Iteration 38Q: 3 clusters Score -2761358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2761359.750000 Penalty: 4963.176758
	Iteration 39Q: 3 clusters Score -2761360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2761362.500000 Penalty: 4963.176758
	Iteration 40F: 3 clusters Score -2761362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2761358.750000 Penalty: 4963.176758
	Iteration 41Q: 3 clusters Score -2761359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2761357.000000 Penalty: 4963.176758
	Iteration 42Q: 3 clusters Score -2761357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2761356.500000 Penalty: 4963.176758
	Iteration 43Q: 3 clusters Score -2761356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2761355.500000 Penalty: 4963.176758
	Iteration 44Q: 3 clusters Score -2761356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2761355.250000 Penalty: 4963.176758
	Iteration 45Q: 3 clusters Score -2761355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2761358.750000 Penalty: 4963.176758
	Iteration 46Q: 3 clusters Score -2761359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2761360.500000 Penalty: 4963.176758
	Iteration 47Q: 3 clusters Score -2761360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2761358.500000 Penalty: 4963.176758
	Iteration 48Q: 3 clusters Score -2761358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2761358.000000 Penalty: 4963.176758
	Iteration 49Q: 3 clusters Score -2761358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2761361.000000 Penalty: 4963.176758
	Iteration 50Q: 3 clusters Score -2761361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2761361.000000 Penalty: 4963.176758
	Iteration 51F: 3 clusters Score -2761361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Entering Unmasked Estep 
Score: -5627350.000000 Penalty: 2664.308350
	Iteration 0F: 2 clusters Score -5627350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -5596095.000000 Penalty: 5328.616699
	Iteration 0F: 3 clusters Score -5596095 nChanged 21307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -5608377.500000 Penalty: 5328.616699
	Iteration 1F: 3 clusters Score -5608378 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -5609087.500000 Penalty: 5328.616699
	Iteration 2Q: 3 clusters Score -5609088 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -5609742.000000 Penalty: 5328.616699
	Iteration 3Q: 3 clusters Score -5609742 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -5610512.000000 Penalty: 5328.616699
	Iteration 4Q: 3 clusters Score -5610512 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -5611276.500000 Penalty: 5328.616699
	Iteration 5Q: 3 clusters Score -5611276 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -5612177.000000 Penalty: 5328.616699
	Iteration 6Q: 3 clusters Score -5612177 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -5613202.500000 Penalty: 5328.616699
	Iteration 7Q: 3 clusters Score -5613202 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -5614390.000000 Penalty: 5328.616699
	Iteration 8Q: 3 clusters Score -5614390 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5615751.500000 Penalty: 5328.616699
	Iteration 9Q: 3 clusters Score -5615752 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -5617139.000000 Penalty: 5328.616699
	Iteration 10Q: 3 clusters Score -5617139 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -5618384.500000 Penalty: 5328.616699
	Iteration 11Q: 3 clusters Score -5618384 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -5619251.000000 Penalty: 5328.616699
	Iteration 12Q: 3 clusters Score -5619251 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -5619878.000000 Penalty: 5328.616699
	Iteration 13Q: 3 clusters Score -5619878 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -5620241.000000 Penalty: 5328.616699
	Iteration 14Q: 3 clusters Score -5620241 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -5620461.500000 Penalty: 5328.616699
	Iteration 15Q: 3 clusters Score -5620462 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -5620603.000000 Penalty: 5328.616699
	Iteration 16Q: 3 clusters Score -5620603 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -5620711.500000 Penalty: 5328.616699
	Iteration 17Q: 3 clusters Score -5620712 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -5620815.000000 Penalty: 5328.616699
	Iteration 18Q: 3 clusters Score -5620815 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -5620922.000000 Penalty: 5328.616699
	Iteration 19Q: 3 clusters Score -5620922 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -5621029.000000 Penalty: 5328.616699
	Iteration 20F: 3 clusters Score -5621029 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -5621163.500000 Penalty: 5328.616699
	Iteration 21Q: 3 clusters Score -5621164 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -5621284.500000 Penalty: 5328.616699
	Iteration 22Q: 3 clusters Score -5621284 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -5621379.000000 Penalty: 5328.616699
	Iteration 23Q: 3 clusters Score -5621379 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -5621499.500000 Penalty: 5328.616699
	Iteration 24Q: 3 clusters Score -5621500 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -5621609.500000 Penalty: 5328.616699
	Iteration 25Q: 3 clusters Score -5621610 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -5621676.000000 Penalty: 5328.616699
	Iteration 26Q: 3 clusters Score -5621676 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -5621749.000000 Penalty: 5328.616699
	Iteration 27Q: 3 clusters Score -5621749 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -5621775.000000 Penalty: 5328.616699
	Iteration 28Q: 3 clusters Score -5621775 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5621842.000000 Penalty: 5328.616699
	Iteration 29Q: 3 clusters Score -5621842 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -5621874.000000 Penalty: 5328.616699
	Iteration 30Q: 3 clusters Score -5621874 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -5621892.500000 Penalty: 5328.616699
	Iteration 31Q: 3 clusters Score -5621892 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -5621894.000000 Penalty: 5328.616699
	Iteration 32Q: 3 clusters Score -5621894 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -5621895.000000 Penalty: 5328.616699
	Iteration 33Q: 3 clusters Score -5621895 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -5621889.500000 Penalty: 5328.616699
	Iteration 34Q: 3 clusters Score -5621890 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -5621896.000000 Penalty: 5328.616699
	Iteration 35Q: 3 clusters Score -5621896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -5621902.500000 Penalty: 5328.616699
	Iteration 36Q: 3 clusters Score -5621902 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -5621913.000000 Penalty: 5328.616699
	Iteration 37Q: 3 clusters Score -5621913 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -5621922.500000 Penalty: 5328.616699
	Iteration 38Q: 3 clusters Score -5621922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -5621922.500000 Penalty: 5328.616699
	Iteration 39Q: 3 clusters Score -5621922 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -5621914.000000 Penalty: 5328.616699
	Iteration 40F: 3 clusters Score -5621914 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -5621916.000000 Penalty: 5328.616699
	Iteration 41Q: 3 clusters Score -5621916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -5621931.000000 Penalty: 5328.616699
	Iteration 42Q: 3 clusters Score -5621931 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -5621940.000000 Penalty: 5328.616699
	Iteration 43Q: 3 clusters Score -5621940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -5621937.000000 Penalty: 5328.616699
	Iteration 44Q: 3 clusters Score -5621937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -5621943.500000 Penalty: 5328.616699
	Iteration 45Q: 3 clusters Score -5621944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -5621956.500000 Penalty: 5328.616699
	Iteration 46Q: 3 clusters Score -5621956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -5621949.500000 Penalty: 5328.616699
	Iteration 47Q: 3 clusters Score -5621950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -5621965.000000 Penalty: 5328.616699
	Iteration 48Q: 3 clusters Score -5621965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -5621963.000000 Penalty: 5328.616699
	Iteration 49Q: 3 clusters Score -5621963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -5621968.500000 Penalty: 5328.616699
	Iteration 50Q: 3 clusters Score -5621968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -5621966.500000 Penalty: 5328.616699
	Iteration 51Q: 3 clusters Score -5621966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -5621974.500000 Penalty: 5328.616699
	Iteration 52Q: 3 clusters Score -5621974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5621976.500000 Penalty: 5328.616699
	Iteration 53Q: 3 clusters Score -5621976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -5621983.500000 Penalty: 5328.616699
	Iteration 54Q: 3 clusters Score -5621984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -5621979.000000 Penalty: 5328.616699
	Iteration 55Q: 3 clusters Score -5621979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -5621976.500000 Penalty: 5328.616699
	Iteration 56Q: 3 clusters Score -5621976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -5621967.500000 Penalty: 5328.616699
	Iteration 57Q: 3 clusters Score -5621968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -5621971.000000 Penalty: 5328.616699
	Iteration 58Q: 3 clusters Score -5621971 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -5621977.000000 Penalty: 5328.616699
	Iteration 59Q: 3 clusters Score -5621977 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -5621990.000000 Penalty: 5328.616699
	Iteration 60F: 3 clusters Score -5621990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -5621992.500000 Penalty: 5328.616699
	Iteration 61Q: 3 clusters Score -5621992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -5621981.000000 Penalty: 5328.616699
	Iteration 62Q: 3 clusters Score -5621981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -5622007.000000 Penalty: 5328.616699
	Iteration 63Q: 3 clusters Score -5622007 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -5622001.500000 Penalty: 5328.616699
	Iteration 64Q: 3 clusters Score -5622002 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -5622000.500000 Penalty: 5328.616699
	Iteration 65Q: 3 clusters Score -5622000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -5622001.500000 Penalty: 5328.616699
	Iteration 66Q: 3 clusters Score -5622002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -5622011.000000 Penalty: 5328.616699
	Iteration 67Q: 3 clusters Score -5622011 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5622011 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -5622004.000000 Penalty: 5328.616699
	Iteration 69Q: 3 clusters Score -5622004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -5622015.000000 Penalty: 5328.616699
	Iteration 70Q: 3 clusters Score -5622015 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -5622018.000000 Penalty: 5328.616699
	Iteration 71Q: 3 clusters Score -5622018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -5622034.500000 Penalty: 5328.616699
	Iteration 72Q: 3 clusters Score -5622034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -5622038.500000 Penalty: 5328.616699
	Iteration 73Q: 3 clusters Score -5622038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -5622027.000000 Penalty: 5328.616699
	Iteration 74Q: 3 clusters Score -5622027 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -5622028.000000 Penalty: 5328.616699
	Iteration 75Q: 3 clusters Score -5622028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -5622023.500000 Penalty: 5328.616699
	Iteration 76Q: 3 clusters Score -5622024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -5622041.000000 Penalty: 5328.616699
	Iteration 77Q: 3 clusters Score -5622041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -5622026.000000 Penalty: 5328.616699
	Iteration 78Q: 3 clusters Score -5622026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -5622033.000000 Penalty: 5328.616699
	Iteration 79Q: 3 clusters Score -5622033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -5622026.500000 Penalty: 5328.616699
	Iteration 80F: 3 clusters Score -5622026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -5622036.500000 Penalty: 5328.616699
	Iteration 81Q: 3 clusters Score -5622036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -5622024.000000 Penalty: 5328.616699
	Iteration 82Q: 3 clusters Score -5622024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -5622030.000000 Penalty: 5328.616699
	Iteration 83Q: 3 clusters Score -5622030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -5622041.000000 Penalty: 5328.616699
	Iteration 84Q: 3 clusters Score -5622041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -5622053.000000 Penalty: 5328.616699
	Iteration 85Q: 3 clusters Score -5622053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -5622056.500000 Penalty: 5328.616699
	Iteration 86Q: 3 clusters Score -5622056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -5622057.500000 Penalty: 5328.616699
	Iteration 87Q: 3 clusters Score -5622058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -5622047.500000 Penalty: 5328.616699
	Iteration 88Q: 3 clusters Score -5622048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -5622057.500000 Penalty: 5328.616699
	Iteration 89Q: 3 clusters Score -5622058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -5622062.500000 Penalty: 5328.616699
	Iteration 90Q: 3 clusters Score -5622062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -5622074.000000 Penalty: 5328.616699
	Iteration 91Q: 3 clusters Score -5622074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -5622075.500000 Penalty: 5328.616699
	Iteration 92Q: 3 clusters Score -5622076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -5622083.000000 Penalty: 5328.616699
	Iteration 93Q: 3 clusters Score -5622083 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -5622094.500000 Penalty: 5328.616699
	Iteration 94Q: 3 clusters Score -5622094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -5622105.000000 Penalty: 5328.616699
	Iteration 95Q: 3 clusters Score -5622105 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -5622118.500000 Penalty: 5328.616699
	Iteration 96Q: 3 clusters Score -5622118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -5622122.000000 Penalty: 5328.616699
	Iteration 97Q: 3 clusters Score -5622122 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32288 members 
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Entering Unmasked Estep 
Score: -5622129.500000 Penalty: 5328.616699
	Iteration 98Q: 3 clusters Score -5622130 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -5622139.000000 Penalty: 5328.616699
	Iteration 99Q: 3 clusters Score -5622139 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -5622154.000000 Penalty: 5328.616699
	Iteration 100F: 3 clusters Score -5622154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5622150.000000 Penalty: 5328.616699
	Iteration 101Q: 3 clusters Score -5622150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -5622164.000000 Penalty: 5328.616699
	Iteration 102Q: 3 clusters Score -5622164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -5622177.000000 Penalty: 5328.616699
	Iteration 103Q: 3 clusters Score -5622177 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -5622175.000000 Penalty: 5328.616699
	Iteration 104Q: 3 clusters Score -5622175 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32558 members 
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Entering Unmasked Estep 
Score: -5622187.500000 Penalty: 5328.616699
	Iteration 105Q: 3 clusters Score -5622188 nChanged 39
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Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -5622185.000000 Penalty: 5328.616699
	Iteration 106Q: 3 clusters Score -5622185 nChanged 46
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Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -5622183.500000 Penalty: 5328.616699
	Iteration 107Q: 3 clusters Score -5622184 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -5622188.500000 Penalty: 5328.616699
	Iteration 108Q: 3 clusters Score -5622188 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -5622194.500000 Penalty: 5328.616699
	Iteration 109Q: 3 clusters Score -5622194 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -5622193.500000 Penalty: 5328.616699
	Iteration 110Q: 3 clusters Score -5622194 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -5622195.500000 Penalty: 5328.616699
	Iteration 111Q: 3 clusters Score -5622196 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5622208 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5622211 nChanged 44
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Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5622215 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5622217 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32914 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5622201 nChanged 37
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Mstep: Class 1 contains 32947 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5622214 nChanged 37
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Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5622223 nChanged 31
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Mstep: Class 1 contains 33011 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5622233 nChanged 42
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Mstep: Class 1 contains 33051 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5622218 nChanged 48
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Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5622222 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5622216 nChanged 44
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Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5622217 nChanged 36
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Mstep: Class 1 contains 33189 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5622212 nChanged 37
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Mstep: Class 1 contains 33224 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5622216 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5622221 nChanged 37
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Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5622222 nChanged 36
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Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5622216 nChanged 38
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Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5622204 nChanged 45
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Mstep: Class 1 contains 33400 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5622210 nChanged 53
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Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5622214 nChanged 60
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Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5622220 nChanged 66
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Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5622234 nChanged 74
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Mstep: Class 1 contains 33637 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5622229 nChanged 81
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Mstep: Class 1 contains 33714 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5622236 nChanged 67
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Mstep: Class 1 contains 33775 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5622238 nChanged 60
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Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5622248 nChanged 58
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Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5622240 nChanged 59
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Mstep: Class 1 contains 33944 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5622262 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5622266 nChanged 77
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Mstep: Class 1 contains 34088 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5622250 nChanged 70
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Mstep: Class 1 contains 34152 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5622270 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34216 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5622286 nChanged 70
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5622291 nChanged 73
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Mstep: Class 1 contains 34351 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5622312 nChanged 86
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Mstep: Class 1 contains 34433 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5622338 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34536 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5622342 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5622333 nChanged 92
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Mstep: Class 1 contains 34705 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5622327 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5622328 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5622344 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5622351 nChanged 77
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Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5622352 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5622368 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5622370 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5622384 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35412 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5622394 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5622397 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5622412 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35701 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5622423 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35807 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5622438 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5622450 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36021 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5622464 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5622464 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36321 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5622508 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5622534 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5622542 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5622563 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37017 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5622584 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5622614 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37365 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5622660 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37523 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5622694 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37698 members 
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Entering Unmasked Estep 
Score: -5622713.000000 Penalty: 5328.616699
	Iteration 174Q: 3 clusters Score -5622713 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37894 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5622734 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38104 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5622786 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38333 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5622832 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5622881 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38816 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5622912 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39073 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5622954 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39332 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5623030 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39639 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5623114 nChanged 300
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5623194 nChanged 318
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5623302 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40594 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5623453 nChanged 354
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Mstep: Class 1 contains 40932 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5623562 nChanged 362
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Mstep: Class 1 contains 41286 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5623704 nChanged 369
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5623842 nChanged 349
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5623992 nChanged 350
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	Iteration 190Q: 3 clusters Score -5624152 nChanged 335
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5624295 nChanged 331
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Mstep: Class 1 contains 42988 members 
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	Iteration 192Q: 3 clusters Score -5624463 nChanged 335
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Mstep: Class 1 contains 43317 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5624620 nChanged 301
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Mstep: Class 1 contains 43608 members 
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	Iteration 194Q: 3 clusters Score -5624774 nChanged 256
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Mstep: Class 1 contains 43862 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5624896 nChanged 223
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Mstep: Class 1 contains 44069 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5625002 nChanged 177
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Mstep: Class 1 contains 44228 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5625085 nChanged 130
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Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5625135.000000 Penalty: 5328.616699
	Iteration 198Q: 3 clusters Score -5625135 nChanged 127
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Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5625184 nChanged 110
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Mstep: Class 1 contains 44569 members 
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Entering Unmasked Estep 
Score: -5625242.500000 Penalty: 5328.616699
	Iteration 200F: 3 clusters Score -5625242 nChanged 91
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Mstep: Class 1 contains 44646 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5625276 nChanged 62
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Mstep: Class 1 contains 44704 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5625304 nChanged 59
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Mstep: Class 1 contains 44755 members 
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Entering Unmasked Estep 
Score: -5625315.500000 Penalty: 5328.616699
	Iteration 203Q: 3 clusters Score -5625316 nChanged 44
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Mstep: Class 1 contains 44797 members 
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Entering Unmasked Estep 
Score: -5625329.500000 Penalty: 5328.616699
	Iteration 204Q: 3 clusters Score -5625330 nChanged 44
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Entering Unmasked Estep 
Score: -5625359.500000 Penalty: 5328.616699
	Iteration 205Q: 3 clusters Score -5625360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5625363.000000 Penalty: 5328.616699
	Iteration 206Q: 3 clusters Score -5625363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5625374.500000 Penalty: 5328.616699
	Iteration 207Q: 3 clusters Score -5625374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5625384.500000 Penalty: 5328.616699
	Iteration 208Q: 3 clusters Score -5625384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5625388.000000 Penalty: 5328.616699
	Iteration 209Q: 3 clusters Score -5625388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5625398.500000 Penalty: 5328.616699
	Iteration 210Q: 3 clusters Score -5625398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5625410.000000 Penalty: 5328.616699
	Iteration 211Q: 3 clusters Score -5625410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5625414.000000 Penalty: 5328.616699
	Iteration 212Q: 3 clusters Score -5625414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5625423.000000 Penalty: 5328.616699
	Iteration 213Q: 3 clusters Score -5625423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5625416.000000 Penalty: 5328.616699
	Iteration 214Q: 3 clusters Score -5625416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5625426.000000 Penalty: 5328.616699
	Iteration 215Q: 3 clusters Score -5625426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5625420.000000 Penalty: 5328.616699
	Iteration 216Q: 3 clusters Score -5625420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5625431.000000 Penalty: 5328.616699
	Iteration 217Q: 3 clusters Score -5625431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5625428.000000 Penalty: 5328.616699
	Iteration 218Q: 3 clusters Score -5625428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5625439.000000 Penalty: 5328.616699
	Iteration 219Q: 3 clusters Score -5625439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5625446.500000 Penalty: 5328.616699
	Iteration 220F: 3 clusters Score -5625446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5625453.000000 Penalty: 5328.616699
	Iteration 221Q: 3 clusters Score -5625453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5625462.500000 Penalty: 5328.616699
	Iteration 222Q: 3 clusters Score -5625462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5625469.500000 Penalty: 5328.616699
	Iteration 223Q: 3 clusters Score -5625470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5625468.000000 Penalty: 5328.616699
	Iteration 224Q: 3 clusters Score -5625468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5625479.000000 Penalty: 5328.616699
	Iteration 225Q: 3 clusters Score -5625479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5625485.500000 Penalty: 5328.616699
	Iteration 226Q: 3 clusters Score -5625486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5625483.500000 Penalty: 5328.616699
	Iteration 227Q: 3 clusters Score -5625484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5625497.000000 Penalty: 5328.616699
	Iteration 228Q: 3 clusters Score -5625497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5625495.000000 Penalty: 5328.616699
	Iteration 229Q: 3 clusters Score -5625495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5625500.000000 Penalty: 5328.616699
	Iteration 230Q: 3 clusters Score -5625500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5625499.000000 Penalty: 5328.616699
	Iteration 231Q: 3 clusters Score -5625499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5625504.000000 Penalty: 5328.616699
	Iteration 232Q: 3 clusters Score -5625504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5625506.000000 Penalty: 5328.616699
	Iteration 233Q: 3 clusters Score -5625506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5625505.500000 Penalty: 5328.616699
	Iteration 234Q: 3 clusters Score -5625506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5625509.500000 Penalty: 5328.616699
	Iteration 235Q: 3 clusters Score -5625510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5625506.000000 Penalty: 5328.616699
	Iteration 236Q: 3 clusters Score -5625506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5625506.000000 Penalty: 5328.616699
	Iteration 237Q: 3 clusters Score -5625506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5625507.000000 Penalty: 5328.616699
	Iteration 238Q: 3 clusters Score -5625507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5625507.500000 Penalty: 5328.616699
	Iteration 239Q: 3 clusters Score -5625508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5625507.500000 Penalty: 5328.616699
	Iteration 240F: 3 clusters Score -5625508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -68862.250000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -68862.25 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 328 members 
Entering Unmasked Estep 
Score: -67294.828125 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -67294.83 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67569.054688 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -67569.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67687.093750 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -67687.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67806.117188 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -67806.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67907.195312 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -67907.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68014.523438 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -68014.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68089.226562 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -68089.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68135.632812 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -68135.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68169.703125 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -68169.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68222.132812 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -68222.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68298.828125 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -68298.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68375.757812 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -68375.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68464.609375 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -68464.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68545.781250 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -68545.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68621.914062 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -68621.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68683.882812 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -68683.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68756.015625 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -68756.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68828.757812 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -68828.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68854.867188 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -68854.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68868.804688 Penalty: 3206.435791
	Iteration 19Q: 3 clusters Score -68868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68887.960938 Penalty: 3206.435791
	Iteration 20F: 3 clusters Score -68887.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68946.585938 Penalty: 3206.435791
	Iteration 21Q: 3 clusters Score -68946.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68976.617188 Penalty: 3206.435791
	Iteration 22Q: 3 clusters Score -68976.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68999.828125 Penalty: 3206.435791
	Iteration 23Q: 3 clusters Score -68999.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69001.593750 Penalty: 3206.435791
	Iteration 24Q: 3 clusters Score -69001.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69003.625000 Penalty: 3206.435791
	Iteration 25Q: 3 clusters Score -69003.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69005.843750 Penalty: 3206.435791
	Iteration 26Q: 3 clusters Score -69005.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69005.843750 Penalty: 3206.435791
	Iteration 27F: 3 clusters Score -69005.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107443 members 
Mstep: Class 2 contains 10311 members 
Mstep: Class 3 contains 141387 members 
Mstep: Class 4 contains 102844 members 
Mstep: Class 5 contains 29704 members 
Mstep: Class 6 contains 3186 members 
Mstep: Class 7 contains 6309 members 
Mstep: Class 8 contains 43430 members 
Mstep: Class 9 contains 32792 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12444 members 
Mstep: Class 12 contains 54868 members 
Mstep: Class 13 contains 11948 members 
Mstep: Class 14 contains 45289 members 
Mstep: Class 15 contains 156986 members 
Mstep: Class 16 contains 77070 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8894 members 
Mstep: Class 19 contains 275650 members 
Mstep: Class 20 contains 8104 members 
Mstep: Class 21 contains 22168 members 
Mstep: Class 22 contains 46313 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 6140 members 
Mstep: Class 25 contains 14939 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5405 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8749 members 
Mstep: Class 30 contains 9078 members 
Mstep: Class 31 contains 14993 members 
Mstep: Class 32 contains 288 members 
Entering Unmasked Estep 
Score: -157746400.000000 Penalty: 111509.140625
Splitting cluster 23 changes total score from -157747952.000000 to -157746400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -733952.375000 Penalty: 2163.199707
	Iteration 0F: 2 clusters Score -733952.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -728735.875000 Penalty: 4326.399414
	Iteration 0F: 3 clusters Score -728735.9 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -730158.750000 Penalty: 4326.399414
	Iteration 1F: 3 clusters Score -730158.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -730567.000000 Penalty: 4326.399414
	Iteration 2F: 3 clusters Score -730567 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -730913.187500 Penalty: 4326.399414
	Iteration 3F: 3 clusters Score -730913.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -731251.750000 Penalty: 4326.399414
	Iteration 4F: 3 clusters Score -731251.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -731592.125000 Penalty: 4326.399414
	Iteration 5F: 3 clusters Score -731592.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -731949.937500 Penalty: 4326.399414
	Iteration 6F: 3 clusters Score -731949.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -732253.875000 Penalty: 4326.399414
	Iteration 7F: 3 clusters Score -732253.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -732467.312500 Penalty: 4326.399414
	Iteration 8Q: 3 clusters Score -732467.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -732583.500000 Penalty: 4326.399414
	Iteration 9Q: 3 clusters Score -732583.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -732638.125000 Penalty: 4326.399414
	Iteration 10Q: 3 clusters Score -732638.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -732671.000000 Penalty: 4326.399414
	Iteration 11Q: 3 clusters Score -732671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -732687.500000 Penalty: 4326.399414
	Iteration 12Q: 3 clusters Score -732687.5 nChanged 27
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: -732695.687500 Penalty: 4326.399414
	Iteration 13Q: 3 clusters Score -732695.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -732700.500000 Penalty: 4326.399414
	Iteration 14Q: 3 clusters Score -732700.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -732701.187500 Penalty: 4326.399414
	Iteration 15Q: 3 clusters Score -732701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -732705.000000 Penalty: 4326.399414
	Iteration 16Q: 3 clusters Score -732705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -732709.500000 Penalty: 4326.399414
	Iteration 17Q: 3 clusters Score -732709.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -732711.312500 Penalty: 4326.399414
	Iteration 18Q: 3 clusters Score -732711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -732712.312500 Penalty: 4326.399414
	Iteration 19Q: 3 clusters Score -732712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -732714.562500 Penalty: 4326.399414
	Iteration 20F: 3 clusters Score -732714.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -732713.687500 Penalty: 4326.399414
	Iteration 21Q: 3 clusters Score -732713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -732713.750000 Penalty: 4326.399414
	Iteration 22Q: 3 clusters Score -732713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -732713.750000 Penalty: 4326.399414
	Iteration 23Q: 3 clusters Score -732713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -732713.750000 Penalty: 4326.399414
	Iteration 24F: 3 clusters Score -732713.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Entering Unmasked Estep 
Score: -1878576.625000 Penalty: 2383.709229
	Iteration 0F: 2 clusters Score -1878577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1867724.375000 Penalty: 4767.418457
	Iteration 0F: 3 clusters Score -1867724 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1871105.625000 Penalty: 4767.418457
	Iteration 1F: 3 clusters Score -1871106 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1871442.750000 Penalty: 4767.418457
	Iteration 2F: 3 clusters Score -1871443 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1871697.875000 Penalty: 4767.418457
	Iteration 3Q: 3 clusters Score -1871698 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1871901.375000 Penalty: 4767.418457
	Iteration 4Q: 3 clusters Score -1871901 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1872063.875000 Penalty: 4767.418457
	Iteration 5Q: 3 clusters Score -1872064 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1872246.750000 Penalty: 4767.418457
	Iteration 6Q: 3 clusters Score -1872247 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1872425.125000 Penalty: 4767.418457
	Iteration 7Q: 3 clusters Score -1872425 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1872612.375000 Penalty: 4767.418457
	Iteration 8Q: 3 clusters Score -1872612 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1872815.500000 Penalty: 4767.418457
	Iteration 9Q: 3 clusters Score -1872816 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1873007.250000 Penalty: 4767.418457
	Iteration 10Q: 3 clusters Score -1873007 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1873194.750000 Penalty: 4767.418457
	Iteration 11Q: 3 clusters Score -1873195 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1873397.500000 Penalty: 4767.418457
	Iteration 12Q: 3 clusters Score -1873398 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1873605.625000 Penalty: 4767.418457
	Iteration 13Q: 3 clusters Score -1873606 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1873786.625000 Penalty: 4767.418457
	Iteration 14Q: 3 clusters Score -1873787 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1873957.750000 Penalty: 4767.418457
	Iteration 15Q: 3 clusters Score -1873958 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1874155.125000 Penalty: 4767.418457
	Iteration 16Q: 3 clusters Score -1874155 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1874397.000000 Penalty: 4767.418457
	Iteration 17Q: 3 clusters Score -1874397 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1874637.125000 Penalty: 4767.418457
	Iteration 18Q: 3 clusters Score -1874637 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1874874.250000 Penalty: 4767.418457
	Iteration 19Q: 3 clusters Score -1874874 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1875092.375000 Penalty: 4767.418457
	Iteration 20F: 3 clusters Score -1875092 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1875270.750000 Penalty: 4767.418457
	Iteration 21Q: 3 clusters Score -1875271 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1875417.125000 Penalty: 4767.418457
	Iteration 22Q: 3 clusters Score -1875417 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1875549.250000 Penalty: 4767.418457
	Iteration 23Q: 3 clusters Score -1875549 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1875653.750000 Penalty: 4767.418457
	Iteration 24Q: 3 clusters Score -1875654 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1875735.625000 Penalty: 4767.418457
	Iteration 25Q: 3 clusters Score -1875736 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1875814.375000 Penalty: 4767.418457
	Iteration 26Q: 3 clusters Score -1875814 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1875888.500000 Penalty: 4767.418457
	Iteration 27Q: 3 clusters Score -1875888 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1875986.875000 Penalty: 4767.418457
	Iteration 28Q: 3 clusters Score -1875987 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1876121.750000 Penalty: 4767.418457
	Iteration 29Q: 3 clusters Score -1876122 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1876262.375000 Penalty: 4767.418457
	Iteration 30Q: 3 clusters Score -1876262 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1876463.125000 Penalty: 4767.418457
	Iteration 31Q: 3 clusters Score -1876463 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1876664.750000 Penalty: 4767.418457
	Iteration 32Q: 3 clusters Score -1876665 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1876814.625000 Penalty: 4767.418457
	Iteration 33Q: 3 clusters Score -1876815 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1876878.000000 Penalty: 4767.418457
	Iteration 34Q: 3 clusters Score -1876878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1876913.500000 Penalty: 4767.418457
	Iteration 35Q: 3 clusters Score -1876914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1876929.500000 Penalty: 4767.418457
	Iteration 36Q: 3 clusters Score -1876930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1876948.750000 Penalty: 4767.418457
	Iteration 37Q: 3 clusters Score -1876949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1876955.500000 Penalty: 4767.418457
	Iteration 38Q: 3 clusters Score -1876956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1876957.375000 Penalty: 4767.418457
	Iteration 39Q: 3 clusters Score -1876957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1876959.375000 Penalty: 4767.418457
	Iteration 40F: 3 clusters Score -1876959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1876963.875000 Penalty: 4767.418457
	Iteration 41Q: 3 clusters Score -1876964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1876968.625000 Penalty: 4767.418457
	Iteration 42Q: 3 clusters Score -1876969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1876976.000000 Penalty: 4767.418457
	Iteration 43Q: 3 clusters Score -1876976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1876980.500000 Penalty: 4767.418457
	Iteration 44Q: 3 clusters Score -1876980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1876981.750000 Penalty: 4767.418457
	Iteration 45Q: 3 clusters Score -1876982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1876984.000000 Penalty: 4767.418457
	Iteration 46Q: 3 clusters Score -1876984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1876984.000000 Penalty: 4767.418457
	Iteration 47F: 3 clusters Score -1876984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -175312.765625 Penalty: 1808.330688
	Iteration 0F: 2 clusters Score -175312.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -173070.031250 Penalty: 3616.661377
	Iteration 0F: 3 clusters Score -173070 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -173577.359375 Penalty: 3616.661377
	Iteration 1F: 3 clusters Score -173577.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -173763.203125 Penalty: 3616.661377
	Iteration 2F: 3 clusters Score -173763.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -173987.171875 Penalty: 3616.661377
	Iteration 3F: 3 clusters Score -173987.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -174168.703125 Penalty: 3616.661377
	Iteration 4F: 3 clusters Score -174168.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -174313.093750 Penalty: 3616.661377
	Iteration 5F: 3 clusters Score -174313.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -174447.468750 Penalty: 3616.661377
	Iteration 6Q: 3 clusters Score -174447.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -174526.453125 Penalty: 3616.661377
	Iteration 7Q: 3 clusters Score -174526.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -174576.015625 Penalty: 3616.661377
	Iteration 8Q: 3 clusters Score -174576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -174601.000000 Penalty: 3616.661377
	Iteration 9Q: 3 clusters Score -174601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -174616.187500 Penalty: 3616.661377
	Iteration 10Q: 3 clusters Score -174616.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -174622.765625 Penalty: 3616.661377
	Iteration 11Q: 3 clusters Score -174622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -174627.109375 Penalty: 3616.661377
	Iteration 12Q: 3 clusters Score -174627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -174628.765625 Penalty: 3616.661377
	Iteration 13Q: 3 clusters Score -174628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -174630.953125 Penalty: 3616.661377
	Iteration 14Q: 3 clusters Score -174631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -174636.031250 Penalty: 3616.661377
	Iteration 15Q: 3 clusters Score -174636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -174642.406250 Penalty: 3616.661377
	Iteration 16Q: 3 clusters Score -174642.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -174648.375000 Penalty: 3616.661377
	Iteration 17Q: 3 clusters Score -174648.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -174652.406250 Penalty: 3616.661377
	Iteration 18Q: 3 clusters Score -174652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -174662.359375 Penalty: 3616.661377
	Iteration 19Q: 3 clusters Score -174662.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174671.062500 Penalty: 3616.661377
	Iteration 20F: 3 clusters Score -174671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -174679.437500 Penalty: 3616.661377
	Iteration 21Q: 3 clusters Score -174679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -174692.640625 Penalty: 3616.661377
	Iteration 22Q: 3 clusters Score -174692.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -174706.984375 Penalty: 3616.661377
	Iteration 23Q: 3 clusters Score -174707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -174722.203125 Penalty: 3616.661377
	Iteration 24Q: 3 clusters Score -174722.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -174748.421875 Penalty: 3616.661377
	Iteration 25Q: 3 clusters Score -174748.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -174759.593750 Penalty: 3616.661377
	Iteration 26Q: 3 clusters Score -174759.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -174766.296875 Penalty: 3616.661377
	Iteration 27Q: 3 clusters Score -174766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -174769.906250 Penalty: 3616.661377
	Iteration 28Q: 3 clusters Score -174769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -174772.093750 Penalty: 3616.661377
	Iteration 29Q: 3 clusters Score -174772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -174773.593750 Penalty: 3616.661377
	Iteration 30Q: 3 clusters Score -174773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -174775.750000 Penalty: 3616.661377
	Iteration 31Q: 3 clusters Score -174775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -174776.375000 Penalty: 3616.661377
	Iteration 32Q: 3 clusters Score -174776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -174776.375000 Penalty: 3616.661377
	Iteration 33F: 3 clusters Score -174776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Entering Unmasked Estep 
Score: -636138.812500 Penalty: 2131.579590
	Iteration 0F: 2 clusters Score -636138.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -631300.500000 Penalty: 4263.159180
	Iteration 0F: 3 clusters Score -631300.5 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -632450.500000 Penalty: 4263.159180
	Iteration 1F: 3 clusters Score -632450.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -632667.437500 Penalty: 4263.159180
	Iteration 2F: 3 clusters Score -632667.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -632796.687500 Penalty: 4263.159180
	Iteration 3Q: 3 clusters Score -632796.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -632901.250000 Penalty: 4263.159180
	Iteration 4Q: 3 clusters Score -632901.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -632960.187500 Penalty: 4263.159180
	Iteration 5Q: 3 clusters Score -632960.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -633010.437500 Penalty: 4263.159180
	Iteration 6Q: 3 clusters Score -633010.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -633046.687500 Penalty: 4263.159180
	Iteration 7Q: 3 clusters Score -633046.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -633077.937500 Penalty: 4263.159180
	Iteration 8Q: 3 clusters Score -633077.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -633105.875000 Penalty: 4263.159180
	Iteration 9Q: 3 clusters Score -633105.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -633127.812500 Penalty: 4263.159180
	Iteration 10Q: 3 clusters Score -633127.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -633149.312500 Penalty: 4263.159180
	Iteration 11Q: 3 clusters Score -633149.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -633173.125000 Penalty: 4263.159180
	Iteration 12Q: 3 clusters Score -633173.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -633196.000000 Penalty: 4263.159180
	Iteration 13Q: 3 clusters Score -633196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -633214.062500 Penalty: 4263.159180
	Iteration 14Q: 3 clusters Score -633214.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -633231.375000 Penalty: 4263.159180
	Iteration 15Q: 3 clusters Score -633231.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -633250.312500 Penalty: 4263.159180
	Iteration 16Q: 3 clusters Score -633250.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -633272.187500 Penalty: 4263.159180
	Iteration 17Q: 3 clusters Score -633272.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -633297.437500 Penalty: 4263.159180
	Iteration 18Q: 3 clusters Score -633297.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -633322.062500 Penalty: 4263.159180
	Iteration 19Q: 3 clusters Score -633322.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -633344.812500 Penalty: 4263.159180
	Iteration 20F: 3 clusters Score -633344.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -633369.062500 Penalty: 4263.159180
	Iteration 21Q: 3 clusters Score -633369.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -633393.000000 Penalty: 4263.159180
	Iteration 22Q: 3 clusters Score -633393 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -633416.312500 Penalty: 4263.159180
	Iteration 23Q: 3 clusters Score -633416.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -633441.687500 Penalty: 4263.159180
	Iteration 24Q: 3 clusters Score -633441.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -633461.437500 Penalty: 4263.159180
	Iteration 25Q: 3 clusters Score -633461.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -633478.500000 Penalty: 4263.159180
	Iteration 26Q: 3 clusters Score -633478.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -633494.625000 Penalty: 4263.159180
	Iteration 27Q: 3 clusters Score -633494.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -633518.687500 Penalty: 4263.159180
	Iteration 28Q: 3 clusters Score -633518.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -633554.937500 Penalty: 4263.159180
	Iteration 29Q: 3 clusters Score -633554.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -633608.187500 Penalty: 4263.159180
	Iteration 30Q: 3 clusters Score -633608.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -633667.437500 Penalty: 4263.159180
	Iteration 31Q: 3 clusters Score -633667.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -633742.000000 Penalty: 4263.159180
	Iteration 32Q: 3 clusters Score -633742 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -633837.812500 Penalty: 4263.159180
	Iteration 33Q: 3 clusters Score -633837.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -633950.062500 Penalty: 4263.159180
	Iteration 34Q: 3 clusters Score -633950.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -634100.812500 Penalty: 4263.159180
	Iteration 35Q: 3 clusters Score -634100.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -634251.500000 Penalty: 4263.159180
	Iteration 36Q: 3 clusters Score -634251.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -634370.750000 Penalty: 4263.159180
	Iteration 37Q: 3 clusters Score -634370.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -634459.125000 Penalty: 4263.159180
	Iteration 38Q: 3 clusters Score -634459.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -634510.375000 Penalty: 4263.159180
	Iteration 39Q: 3 clusters Score -634510.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -634543.062500 Penalty: 4263.159180
	Iteration 40F: 3 clusters Score -634543.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -634569.375000 Penalty: 4263.159180
	Iteration 41Q: 3 clusters Score -634569.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -634594.625000 Penalty: 4263.159180
	Iteration 42Q: 3 clusters Score -634594.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -634618.875000 Penalty: 4263.159180
	Iteration 43Q: 3 clusters Score -634618.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -634652.500000 Penalty: 4263.159180
	Iteration 44Q: 3 clusters Score -634652.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -634677.812500 Penalty: 4263.159180
	Iteration 45Q: 3 clusters Score -634677.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -634705.125000 Penalty: 4263.159180
	Iteration 46Q: 3 clusters Score -634705.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -634728.312500 Penalty: 4263.159180
	Iteration 47Q: 3 clusters Score -634728.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -634741.812500 Penalty: 4263.159180
	Iteration 48Q: 3 clusters Score -634741.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -634755.312500 Penalty: 4263.159180
	Iteration 49Q: 3 clusters Score -634755.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -634763.437500 Penalty: 4263.159180
	Iteration 50Q: 3 clusters Score -634763.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -634773.562500 Penalty: 4263.159180
	Iteration 51Q: 3 clusters Score -634773.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -634785.375000 Penalty: 4263.159180
	Iteration 52Q: 3 clusters Score -634785.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -634795.375000 Penalty: 4263.159180
	Iteration 53Q: 3 clusters Score -634795.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -634802.312500 Penalty: 4263.159180
	Iteration 54Q: 3 clusters Score -634802.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -634812.937500 Penalty: 4263.159180
	Iteration 55Q: 3 clusters Score -634812.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -634832.750000 Penalty: 4263.159180
	Iteration 56Q: 3 clusters Score -634832.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -634848.625000 Penalty: 4263.159180
	Iteration 57Q: 3 clusters Score -634848.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -634869.625000 Penalty: 4263.159180
	Iteration 58Q: 3 clusters Score -634869.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -634889.750000 Penalty: 4263.159180
	Iteration 59Q: 3 clusters Score -634889.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -634915.187500 Penalty: 4263.159180
	Iteration 60F: 3 clusters Score -634915.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -634950.812500 Penalty: 4263.159180
	Iteration 61Q: 3 clusters Score -634950.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -634984.625000 Penalty: 4263.159180
	Iteration 62Q: 3 clusters Score -634984.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -635037.312500 Penalty: 4263.159180
	Iteration 63Q: 3 clusters Score -635037.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -635095.937500 Penalty: 4263.159180
	Iteration 64Q: 3 clusters Score -635095.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -635161.562500 Penalty: 4263.159180
	Iteration 65Q: 3 clusters Score -635161.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -635245.937500 Penalty: 4263.159180
	Iteration 66Q: 3 clusters Score -635245.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -635305.062500 Penalty: 4263.159180
	Iteration 67Q: 3 clusters Score -635305.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -635336.937500 Penalty: 4263.159180
	Iteration 68Q: 3 clusters Score -635336.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -635353.687500 Penalty: 4263.159180
	Iteration 69Q: 3 clusters Score -635353.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -635366.375000 Penalty: 4263.159180
	Iteration 70Q: 3 clusters Score -635366.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -635372.312500 Penalty: 4263.159180
	Iteration 71Q: 3 clusters Score -635372.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -635376.687500 Penalty: 4263.159180
	Iteration 72Q: 3 clusters Score -635376.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -635378.375000 Penalty: 4263.159180
	Iteration 73Q: 3 clusters Score -635378.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -635380.625000 Penalty: 4263.159180
	Iteration 74Q: 3 clusters Score -635380.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -635384.062500 Penalty: 4263.159180
	Iteration 75Q: 3 clusters Score -635384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -635385.812500 Penalty: 4263.159180
	Iteration 76Q: 3 clusters Score -635385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -635387.875000 Penalty: 4263.159180
	Iteration 77Q: 3 clusters Score -635387.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -635389.500000 Penalty: 4263.159180
	Iteration 78Q: 3 clusters Score -635389.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -635391.937500 Penalty: 4263.159180
	Iteration 79Q: 3 clusters Score -635391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -635393.875000 Penalty: 4263.159180
	Iteration 80F: 3 clusters Score -635393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -635393.812500 Penalty: 4263.159180
	Iteration 81Q: 3 clusters Score -635393.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -635393.875000 Penalty: 4263.159180
	Iteration 82Q: 3 clusters Score -635393.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -635394.562500 Penalty: 4263.159180
	Iteration 83Q: 3 clusters Score -635394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -635396.000000 Penalty: 4263.159180
	Iteration 84Q: 3 clusters Score -635396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -635396.000000 Penalty: 4263.159180
	Iteration 85F: 3 clusters Score -635396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -92606.656250 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -92606.66 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 387 members 
Entering Unmasked Estep 
Score: -90787.007812 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -90787.01 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91003.367188 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -91003.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -91075.289062 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -91075.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91117.976562 Penalty: 3302.373535
	Iteration 3Q: 3 clusters Score -91117.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91150.765625 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -91150.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91172.734375 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -91172.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91181.820312 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -91181.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91197.984375 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -91197.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91202.710938 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -91202.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91205.687500 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -91205.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -91206.421875 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -91206.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91208.406250 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -91208.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91208.406250 Penalty: 3302.373535
	Iteration 12F: 3 clusters Score -91208.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Entering Unmasked Estep 
Score: -1008779.125000 Penalty: 2251.020264
	Iteration 0F: 2 clusters Score -1008779 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 4385 members 
Entering Unmasked Estep 
Score: -1002024.937500 Penalty: 4502.040527
	Iteration 0F: 3 clusters Score -1002025 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1004047.000000 Penalty: 4502.040527
	Iteration 1F: 3 clusters Score -1004047 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1004514.125000 Penalty: 4502.040527
	Iteration 2F: 3 clusters Score -1004514 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1004911.187500 Penalty: 4502.040527
	Iteration 3F: 3 clusters Score -1004911 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1005252.375000 Penalty: 4502.040527
	Iteration 4F: 3 clusters Score -1005252 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1005527.687500 Penalty: 4502.040527
	Iteration 5F: 3 clusters Score -1005528 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1005808.750000 Penalty: 4502.040527
	Iteration 6Q: 3 clusters Score -1005809 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1006077.125000 Penalty: 4502.040527
	Iteration 7Q: 3 clusters Score -1006077 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1006289.250000 Penalty: 4502.040527
	Iteration 8Q: 3 clusters Score -1006289 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1006453.625000 Penalty: 4502.040527
	Iteration 9Q: 3 clusters Score -1006454 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1006591.875000 Penalty: 4502.040527
	Iteration 10Q: 3 clusters Score -1006592 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1006731.812500 Penalty: 4502.040527
	Iteration 11Q: 3 clusters Score -1006732 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1006854.687500 Penalty: 4502.040527
	Iteration 12Q: 3 clusters Score -1006855 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1006979.687500 Penalty: 4502.040527
	Iteration 13Q: 3 clusters Score -1006980 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1007088.875000 Penalty: 4502.040527
	Iteration 14Q: 3 clusters Score -1007089 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1007189.937500 Penalty: 4502.040527
	Iteration 15Q: 3 clusters Score -1007190 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1007273.687500 Penalty: 4502.040527
	Iteration 16Q: 3 clusters Score -1007274 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1007345.312500 Penalty: 4502.040527
	Iteration 17Q: 3 clusters Score -1007345 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1007406.375000 Penalty: 4502.040527
	Iteration 18Q: 3 clusters Score -1007406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1007460.000000 Penalty: 4502.040527
	Iteration 19Q: 3 clusters Score -1007460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1007522.812500 Penalty: 4502.040527
	Iteration 20F: 3 clusters Score -1007523 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1007557.437500 Penalty: 4502.040527
	Iteration 21Q: 3 clusters Score -1007557 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1007582.562500 Penalty: 4502.040527
	Iteration 22Q: 3 clusters Score -1007583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1007614.625000 Penalty: 4502.040527
	Iteration 23Q: 3 clusters Score -1007615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1007651.187500 Penalty: 4502.040527
	Iteration 24Q: 3 clusters Score -1007651 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1007678.437500 Penalty: 4502.040527
	Iteration 25Q: 3 clusters Score -1007678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1007705.437500 Penalty: 4502.040527
	Iteration 26Q: 3 clusters Score -1007705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1007724.625000 Penalty: 4502.040527
	Iteration 27Q: 3 clusters Score -1007725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1007752.437500 Penalty: 4502.040527
	Iteration 28Q: 3 clusters Score -1007752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1007782.937500 Penalty: 4502.040527
	Iteration 29Q: 3 clusters Score -1007783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1007802.250000 Penalty: 4502.040527
	Iteration 30Q: 3 clusters Score -1007802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1007820.375000 Penalty: 4502.040527
	Iteration 31Q: 3 clusters Score -1007820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1007840.000000 Penalty: 4502.040527
	Iteration 32Q: 3 clusters Score -1007840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1007862.187500 Penalty: 4502.040527
	Iteration 33Q: 3 clusters Score -1007862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1007870.562500 Penalty: 4502.040527
	Iteration 34Q: 3 clusters Score -1007871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1007881.562500 Penalty: 4502.040527
	Iteration 35Q: 3 clusters Score -1007882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1007887.937500 Penalty: 4502.040527
	Iteration 36Q: 3 clusters Score -1007888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1007890.625000 Penalty: 4502.040527
	Iteration 37Q: 3 clusters Score -1007891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1007892.250000 Penalty: 4502.040527
	Iteration 38Q: 3 clusters Score -1007892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1007893.875000 Penalty: 4502.040527
	Iteration 39Q: 3 clusters Score -1007894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1007903.187500 Penalty: 4502.040527
	Iteration 40F: 3 clusters Score -1007903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1007908.687500 Penalty: 4502.040527
	Iteration 41Q: 3 clusters Score -1007909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1007912.625000 Penalty: 4502.040527
	Iteration 42Q: 3 clusters Score -1007913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1007912.562500 Penalty: 4502.040527
	Iteration 43Q: 3 clusters Score -1007913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1007914.437500 Penalty: 4502.040527
	Iteration 44Q: 3 clusters Score -1007914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1007916.062500 Penalty: 4502.040527
	Iteration 45Q: 3 clusters Score -1007916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1007918.500000 Penalty: 4502.040527
	Iteration 46Q: 3 clusters Score -1007918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1007922.625000 Penalty: 4502.040527
	Iteration 47Q: 3 clusters Score -1007923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1007922.750000 Penalty: 4502.040527
	Iteration 48Q: 3 clusters Score -1007923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1007925.812500 Penalty: 4502.040527
	Iteration 49Q: 3 clusters Score -1007926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1007928.687500 Penalty: 4502.040527
	Iteration 50Q: 3 clusters Score -1007929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1007931.187500 Penalty: 4502.040527
	Iteration 51Q: 3 clusters Score -1007931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1007932.500000 Penalty: 4502.040527
	Iteration 52Q: 3 clusters Score -1007932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1007932.500000 Penalty: 4502.040527
	Iteration 53F: 3 clusters Score -1007932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Entering Unmasked Estep 
Score: -1083149.625000 Penalty: 2260.175049
	Iteration 0F: 2 clusters Score -1083150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1076104.125000 Penalty: 4520.350098
	Iteration 0F: 3 clusters Score -1076104 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1078185.875000 Penalty: 4520.350098
	Iteration 1F: 3 clusters Score -1078186 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1078613.375000 Penalty: 4520.350098
	Iteration 2F: 3 clusters Score -1078613 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1078996.250000 Penalty: 4520.350098
	Iteration 3F: 3 clusters Score -1078996 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1079351.125000 Penalty: 4520.350098
	Iteration 4F: 3 clusters Score -1079351 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1079708.125000 Penalty: 4520.350098
	Iteration 5F: 3 clusters Score -1079708 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1080053.875000 Penalty: 4520.350098
	Iteration 6F: 3 clusters Score -1080054 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1080382.875000 Penalty: 4520.350098
	Iteration 7Q: 3 clusters Score -1080383 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1080715.625000 Penalty: 4520.350098
	Iteration 8Q: 3 clusters Score -1080716 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1081027.875000 Penalty: 4520.350098
	Iteration 9Q: 3 clusters Score -1081028 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1081317.125000 Penalty: 4520.350098
	Iteration 10Q: 3 clusters Score -1081317 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1081556.125000 Penalty: 4520.350098
	Iteration 11Q: 3 clusters Score -1081556 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1081709.375000 Penalty: 4520.350098
	Iteration 12Q: 3 clusters Score -1081709 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1081800.500000 Penalty: 4520.350098
	Iteration 13Q: 3 clusters Score -1081800 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1081849.500000 Penalty: 4520.350098
	Iteration 14Q: 3 clusters Score -1081850 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1081885.250000 Penalty: 4520.350098
	Iteration 15Q: 3 clusters Score -1081885 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1081906.625000 Penalty: 4520.350098
	Iteration 16Q: 3 clusters Score -1081907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1081915.750000 Penalty: 4520.350098
	Iteration 17Q: 3 clusters Score -1081916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1081919.000000 Penalty: 4520.350098
	Iteration 18Q: 3 clusters Score -1081919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1081919.375000 Penalty: 4520.350098
	Iteration 19Q: 3 clusters Score -1081919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1081925.125000 Penalty: 4520.350098
	Iteration 20F: 3 clusters Score -1081925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1081930.000000 Penalty: 4520.350098
	Iteration 21Q: 3 clusters Score -1081930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1081930.500000 Penalty: 4520.350098
	Iteration 22Q: 3 clusters Score -1081930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1081933.375000 Penalty: 4520.350098
	Iteration 23Q: 3 clusters Score -1081933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1081932.125000 Penalty: 4520.350098
	Iteration 24Q: 3 clusters Score -1081932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1081931.500000 Penalty: 4520.350098
	Iteration 25Q: 3 clusters Score -1081932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1081933.125000 Penalty: 4520.350098
	Iteration 26Q: 3 clusters Score -1081933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1081933.000000 Penalty: 4520.350098
	Iteration 27Q: 3 clusters Score -1081933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1081933.375000 Penalty: 4520.350098
	Iteration 28Q: 3 clusters Score -1081933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1081932.250000 Penalty: 4520.350098
	Iteration 29Q: 3 clusters Score -1081932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1081932.250000 Penalty: 4520.350098
	Iteration 30F: 3 clusters Score -1081932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Entering Unmasked Estep 
Score: -1793696.250000 Penalty: 2384.604004
	Iteration 0F: 2 clusters Score -1793696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1782878.500000 Penalty: 4769.208008
	Iteration 0F: 3 clusters Score -1782878 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1786262.625000 Penalty: 4769.208008
	Iteration 1F: 3 clusters Score -1786263 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1786677.250000 Penalty: 4769.208008
	Iteration 2F: 3 clusters Score -1786677 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1787087.000000 Penalty: 4769.208008
	Iteration 3F: 3 clusters Score -1787087 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1787497.125000 Penalty: 4769.208008
	Iteration 4F: 3 clusters Score -1787497 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1787938.125000 Penalty: 4769.208008
	Iteration 5Q: 3 clusters Score -1787938 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1788460.625000 Penalty: 4769.208008
	Iteration 6F: 3 clusters Score -1788461 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1789096.125000 Penalty: 4769.208008
	Iteration 7F: 3 clusters Score -1789096 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1789792.500000 Penalty: 4769.208008
	Iteration 8F: 3 clusters Score -1789792 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1790378.500000 Penalty: 4769.208008
	Iteration 9F: 3 clusters Score -1790378 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1790863.625000 Penalty: 4769.208008
	Iteration 10Q: 3 clusters Score -1790864 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1791304.500000 Penalty: 4769.208008
	Iteration 11Q: 3 clusters Score -1791304 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1791661.000000 Penalty: 4769.208008
	Iteration 12Q: 3 clusters Score -1791661 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1791950.375000 Penalty: 4769.208008
	Iteration 13Q: 3 clusters Score -1791950 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1792196.375000 Penalty: 4769.208008
	Iteration 14Q: 3 clusters Score -1792196 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1792461.375000 Penalty: 4769.208008
	Iteration 15Q: 3 clusters Score -1792461 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1792691.750000 Penalty: 4769.208008
	Iteration 16Q: 3 clusters Score -1792692 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1792897.750000 Penalty: 4769.208008
	Iteration 17Q: 3 clusters Score -1792898 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1793107.500000 Penalty: 4769.208008
	Iteration 18Q: 3 clusters Score -1793108 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1793258.500000 Penalty: 4769.208008
	Iteration 19Q: 3 clusters Score -1793258 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1793378.375000 Penalty: 4769.208008
	Iteration 20F: 3 clusters Score -1793378 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1793498.250000 Penalty: 4769.208008
	Iteration 21Q: 3 clusters Score -1793498 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1793589.000000 Penalty: 4769.208008
	Iteration 22Q: 3 clusters Score -1793589 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1793658.500000 Penalty: 4769.208008
	Iteration 23Q: 3 clusters Score -1793658 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1793719.375000 Penalty: 4769.208008
	Iteration 24Q: 3 clusters Score -1793719 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1793771.875000 Penalty: 4769.208008
	Iteration 25Q: 3 clusters Score -1793772 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1793810.750000 Penalty: 4769.208008
	Iteration 26Q: 3 clusters Score -1793811 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1793843.500000 Penalty: 4769.208008
	Iteration 27Q: 3 clusters Score -1793844 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1793870.750000 Penalty: 4769.208008
	Iteration 28Q: 3 clusters Score -1793871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1793884.000000 Penalty: 4769.208008
	Iteration 29Q: 3 clusters Score -1793884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1793896.125000 Penalty: 4769.208008
	Iteration 30Q: 3 clusters Score -1793896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1793912.750000 Penalty: 4769.208008
	Iteration 31Q: 3 clusters Score -1793913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1793919.250000 Penalty: 4769.208008
	Iteration 32Q: 3 clusters Score -1793919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1793933.000000 Penalty: 4769.208008
	Iteration 33Q: 3 clusters Score -1793933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1793936.375000 Penalty: 4769.208008
	Iteration 34Q: 3 clusters Score -1793936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1793943.875000 Penalty: 4769.208008
	Iteration 35Q: 3 clusters Score -1793944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1793948.375000 Penalty: 4769.208008
	Iteration 36Q: 3 clusters Score -1793948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1793949.750000 Penalty: 4769.208008
	Iteration 37Q: 3 clusters Score -1793950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1793946.250000 Penalty: 4769.208008
	Iteration 38Q: 3 clusters Score -1793946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1793950.250000 Penalty: 4769.208008
	Iteration 39Q: 3 clusters Score -1793950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1793948.500000 Penalty: 4769.208008
	Iteration 40F: 3 clusters Score -1793948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1793950.375000 Penalty: 4769.208008
	Iteration 41Q: 3 clusters Score -1793950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1793949.375000 Penalty: 4769.208008
	Iteration 42Q: 3 clusters Score -1793949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1793950.500000 Penalty: 4769.208008
	Iteration 43Q: 3 clusters Score -1793950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1793949.250000 Penalty: 4769.208008
	Iteration 44Q: 3 clusters Score -1793949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1793949.250000 Penalty: 4769.208008
	Iteration 45Q: 3 clusters Score -1793949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1793949.250000 Penalty: 4769.208008
	Iteration 46F: 3 clusters Score -1793949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107443 members 
Mstep: Class 2 contains 10311 members 
Mstep: Class 3 contains 141387 members 
Mstep: Class 4 contains 102844 members 
Mstep: Class 5 contains 29704 members 
Mstep: Class 6 contains 3186 members 
Mstep: Class 7 contains 6309 members 
Mstep: Class 8 contains 43430 members 
Mstep: Class 9 contains 32792 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12444 members 
Mstep: Class 12 contains 54868 members 
Mstep: Class 13 contains 11948 members 
Mstep: Class 14 contains 45289 members 
Mstep: Class 15 contains 156986 members 
Mstep: Class 16 contains 77070 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8894 members 
Mstep: Class 19 contains 275650 members 
Mstep: Class 20 contains 8104 members 
Mstep: Class 21 contains 22168 members 
Mstep: Class 22 contains 46313 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6140 members 
Mstep: Class 25 contains 14939 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5405 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8749 members 
Mstep: Class 30 contains 9078 members 
Mstep: Class 31 contains 11850 members 
Mstep: Class 32 contains 3143 members 
Entering Unmasked Estep 
Score: -157746960.000000 Penalty: 111509.140625
Splitting cluster 31 changes total score from -157747952.000000 to -157746960.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107443 members 
Mstep: Class 2 contains 10311 members 
Mstep: Class 3 contains 141387 members 
Mstep: Class 4 contains 102844 members 
Mstep: Class 5 contains 29704 members 
Mstep: Class 6 contains 3186 members 
Mstep: Class 7 contains 6309 members 
Mstep: Class 8 contains 43430 members 
Mstep: Class 9 contains 32792 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12444 members 
Mstep: Class 12 contains 54868 members 
Mstep: Class 13 contains 11948 members 
Mstep: Class 14 contains 45289 members 
Mstep: Class 15 contains 156986 members 
Mstep: Class 16 contains 77070 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8894 members 
Mstep: Class 19 contains 275650 members 
Mstep: Class 20 contains 8104 members 
Mstep: Class 21 contains 22168 members 
Mstep: Class 22 contains 46313 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6140 members 
Mstep: Class 25 contains 14939 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5405 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8749 members 
Mstep: Class 30 contains 9078 members 
Mstep: Class 31 contains 14993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747984.000000 Penalty: 108024.484375
Iteration 239Q: 32 clusters Score -1.57748e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 10217 members 
Mstep: Class 3 contains 141396 members 
Mstep: Class 4 contains 102838 members 
Mstep: Class 5 contains 29713 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 6313 members 
Mstep: Class 8 contains 43421 members 
Mstep: Class 9 contains 32791 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12448 members 
Mstep: Class 12 contains 54867 members 
Mstep: Class 13 contains 11947 members 
Mstep: Class 14 contains 45279 members 
Mstep: Class 15 contains 156992 members 
Mstep: Class 16 contains 77087 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8870 members 
Mstep: Class 19 contains 275642 members 
Mstep: Class 20 contains 8107 members 
Mstep: Class 21 contains 22164 members 
Mstep: Class 22 contains 46304 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6134 members 
Mstep: Class 25 contains 14937 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5410 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8749 members 
Mstep: Class 30 contains 9228 members 
Mstep: Class 31 contains 14999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747936.000000 Penalty: 108024.484375
Iteration 240F: 32 clusters Score -1.577479e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107369 members 
Mstep: Class 2 contains 10112 members 
Mstep: Class 3 contains 141415 members 
Mstep: Class 4 contains 102826 members 
Mstep: Class 5 contains 29715 members 
Mstep: Class 6 contains 3194 members 
Mstep: Class 7 contains 6315 members 
Mstep: Class 8 contains 43413 members 
Mstep: Class 9 contains 32791 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12451 members 
Mstep: Class 12 contains 54863 members 
Mstep: Class 13 contains 11947 members 
Mstep: Class 14 contains 45266 members 
Mstep: Class 15 contains 157004 members 
Mstep: Class 16 contains 77095 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8854 members 
Mstep: Class 19 contains 275640 members 
Mstep: Class 20 contains 8111 members 
Mstep: Class 21 contains 22163 members 
Mstep: Class 22 contains 46299 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6134 members 
Mstep: Class 25 contains 14937 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5409 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8748 members 
Mstep: Class 30 contains 9366 members 
Mstep: Class 31 contains 15007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748000.000000 Penalty: 108024.484375
Iteration 241Q: 32 clusters Score -1.57748e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107333 members 
Mstep: Class 2 contains 10011 members 
Mstep: Class 3 contains 141426 members 
Mstep: Class 4 contains 102819 members 
Mstep: Class 5 contains 29713 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 43411 members 
Mstep: Class 9 contains 32791 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12450 members 
Mstep: Class 12 contains 54863 members 
Mstep: Class 13 contains 11946 members 
Mstep: Class 14 contains 45249 members 
Mstep: Class 15 contains 157002 members 
Mstep: Class 16 contains 77106 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8834 members 
Mstep: Class 19 contains 275646 members 
Mstep: Class 20 contains 8115 members 
Mstep: Class 21 contains 22159 members 
Mstep: Class 22 contains 46313 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 14936 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5411 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8758 members 
Mstep: Class 30 contains 9491 members 
Mstep: Class 31 contains 15010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748048.000000 Penalty: 108024.484375
Iteration 242Q: 32 clusters Score -1.57748e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107300 members 
Mstep: Class 2 contains 9941 members 
Mstep: Class 3 contains 141440 members 
Mstep: Class 4 contains 102811 members 
Mstep: Class 5 contains 29719 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 43398 members 
Mstep: Class 9 contains 32791 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12454 members 
Mstep: Class 12 contains 54856 members 
Mstep: Class 13 contains 11941 members 
Mstep: Class 14 contains 45232 members 
Mstep: Class 15 contains 157003 members 
Mstep: Class 16 contains 77106 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8818 members 
Mstep: Class 19 contains 275649 members 
Mstep: Class 20 contains 8117 members 
Mstep: Class 21 contains 22162 members 
Mstep: Class 22 contains 46324 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 14936 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5413 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8764 members 
Mstep: Class 30 contains 9597 members 
Mstep: Class 31 contains 15018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748128.000000 Penalty: 108024.484375
Iteration 243Q: 32 clusters Score -1.577481e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107284 members 
Mstep: Class 2 contains 9881 members 
Mstep: Class 3 contains 141453 members 
Mstep: Class 4 contains 102800 members 
Mstep: Class 5 contains 29720 members 
Mstep: Class 6 contains 3206 members 
Mstep: Class 7 contains 6321 members 
Mstep: Class 8 contains 43399 members 
Mstep: Class 9 contains 32789 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12457 members 
Mstep: Class 12 contains 54850 members 
Mstep: Class 13 contains 11942 members 
Mstep: Class 14 contains 45216 members 
Mstep: Class 15 contains 157011 members 
Mstep: Class 16 contains 77112 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8801 members 
Mstep: Class 19 contains 275641 members 
Mstep: Class 20 contains 8120 members 
Mstep: Class 21 contains 22163 members 
Mstep: Class 22 contains 46322 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6131 members 
Mstep: Class 25 contains 14934 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5421 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8767 members 
Mstep: Class 30 contains 9677 members 
Mstep: Class 31 contains 15026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748192.000000 Penalty: 108024.484375
Iteration 244Q: 32 clusters Score -1.577482e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 141472 members 
Mstep: Class 4 contains 102793 members 
Mstep: Class 5 contains 29724 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 6322 members 
Mstep: Class 8 contains 43392 members 
Mstep: Class 9 contains 32792 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54845 members 
Mstep: Class 13 contains 11941 members 
Mstep: Class 14 contains 45198 members 
Mstep: Class 15 contains 157010 members 
Mstep: Class 16 contains 77107 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8788 members 
Mstep: Class 19 contains 275652 members 
Mstep: Class 20 contains 8119 members 
Mstep: Class 21 contains 22162 members 
Mstep: Class 22 contains 46330 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6131 members 
Mstep: Class 25 contains 14934 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5421 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8771 members 
Mstep: Class 30 contains 9751 members 
Mstep: Class 31 contains 15031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748208.000000 Penalty: 108024.484375
Iteration 245Q: 32 clusters Score -1.577482e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107257 members 
Mstep: Class 2 contains 9761 members 
Mstep: Class 3 contains 141477 members 
Mstep: Class 4 contains 102783 members 
Mstep: Class 5 contains 29733 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 6323 members 
Mstep: Class 8 contains 43391 members 
Mstep: Class 9 contains 32791 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 12458 members 
Mstep: Class 12 contains 54844 members 
Mstep: Class 13 contains 11941 members 
Mstep: Class 14 contains 45185 members 
Mstep: Class 15 contains 157005 members 
Mstep: Class 16 contains 77110 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8786 members 
Mstep: Class 19 contains 275658 members 
Mstep: Class 20 contains 8118 members 
Mstep: Class 21 contains 22165 members 
Mstep: Class 22 contains 46345 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 14936 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8775 members 
Mstep: Class 30 contains 9798 members 
Mstep: Class 31 contains 15032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748224.000000 Penalty: 108024.484375
Iteration 246Q: 32 clusters Score -1.577482e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107244 members 
Mstep: Class 2 contains 9711 members 
Mstep: Class 3 contains 141483 members 
Mstep: Class 4 contains 102770 members 
Mstep: Class 5 contains 29735 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 6326 members 
Mstep: Class 8 contains 43388 members 
Mstep: Class 9 contains 32787 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 12458 members 
Mstep: Class 12 contains 54838 members 
Mstep: Class 13 contains 11940 members 
Mstep: Class 14 contains 45164 members 
Mstep: Class 15 contains 157013 members 
Mstep: Class 16 contains 77117 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8773 members 
Mstep: Class 19 contains 275670 members 
Mstep: Class 20 contains 8120 members 
Mstep: Class 21 contains 22167 members 
Mstep: Class 22 contains 46359 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 14937 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5428 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8773 members 
Mstep: Class 30 contains 9853 members 
Mstep: Class 31 contains 15042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748240.000000 Penalty: 108024.484375
Iteration 247Q: 32 clusters Score -1.577482e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107228 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 141491 members 
Mstep: Class 4 contains 102764 members 
Mstep: Class 5 contains 29740 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 6333 members 
Mstep: Class 8 contains 43380 members 
Mstep: Class 9 contains 32781 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54828 members 
Mstep: Class 13 contains 11939 members 
Mstep: Class 14 contains 45149 members 
Mstep: Class 15 contains 157020 members 
Mstep: Class 16 contains 77116 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 19 contains 275673 members 
Mstep: Class 20 contains 8120 members 
Mstep: Class 21 contains 22173 members 
Mstep: Class 22 contains 46376 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6134 members 
Mstep: Class 25 contains 14936 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5431 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8775 members 
Mstep: Class 30 contains 9892 members 
Mstep: Class 31 contains 15045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748176.000000 Penalty: 108024.484375
Iteration 248Q: 32 clusters Score -1.577482e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 9653 members 
Mstep: Class 3 contains 141503 members 
Mstep: Class 4 contains 102753 members 
Mstep: Class 5 contains 29743 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 6337 members 
Mstep: Class 8 contains 43378 members 
Mstep: Class 9 contains 32778 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54821 members 
Mstep: Class 13 contains 11939 members 
Mstep: Class 14 contains 45126 members 
Mstep: Class 15 contains 157032 members 
Mstep: Class 16 contains 77117 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8762 members 
Mstep: Class 19 contains 275676 members 
Mstep: Class 20 contains 8123 members 
Mstep: Class 21 contains 22173 members 
Mstep: Class 22 contains 46385 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6134 members 
Mstep: Class 25 contains 14932 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5433 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8779 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 15051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748320.000000 Penalty: 108024.484375
Iteration 249Q: 32 clusters Score -1.577483e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 9636 members 
Mstep: Class 3 contains 141509 members 
Mstep: Class 4 contains 102746 members 
Mstep: Class 5 contains 29746 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 43374 members 
Mstep: Class 9 contains 32774 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54815 members 
Mstep: Class 13 contains 11939 members 
Mstep: Class 14 contains 45104 members 
Mstep: Class 15 contains 157044 members 
Mstep: Class 16 contains 77113 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8759 members 
Mstep: Class 19 contains 275686 members 
Mstep: Class 20 contains 8125 members 
Mstep: Class 21 contains 22181 members 
Mstep: Class 22 contains 46386 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 14932 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5431 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8780 members 
Mstep: Class 30 contains 9942 members 
Mstep: Class 31 contains 15056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748320.000000 Penalty: 108024.484375
Iteration 250Q: 32 clusters Score -1.577483e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 9617 members 
Mstep: Class 3 contains 141516 members 
Mstep: Class 4 contains 102742 members 
Mstep: Class 5 contains 29747 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 6344 members 
Mstep: Class 8 contains 43374 members 
Mstep: Class 9 contains 32769 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54810 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 45085 members 
Mstep: Class 15 contains 157054 members 
Mstep: Class 16 contains 77113 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8755 members 
Mstep: Class 19 contains 275692 members 
Mstep: Class 20 contains 8128 members 
Mstep: Class 21 contains 22184 members 
Mstep: Class 22 contains 46383 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6136 members 
Mstep: Class 25 contains 14931 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5428 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8787 members 
Mstep: Class 30 contains 9960 members 
Mstep: Class 31 contains 15057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748192.000000 Penalty: 108024.484375
Iteration 251Q: 32 clusters Score -1.577482e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107221 members 
Mstep: Class 2 contains 9615 members 
Mstep: Class 3 contains 141516 members 
Mstep: Class 4 contains 102738 members 
Mstep: Class 5 contains 29750 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 6346 members 
Mstep: Class 8 contains 43369 members 
Mstep: Class 9 contains 32766 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 12460 members 
Mstep: Class 12 contains 54808 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 45066 members 
Mstep: Class 15 contains 157058 members 
Mstep: Class 16 contains 77110 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275701 members 
Mstep: Class 20 contains 8131 members 
Mstep: Class 21 contains 22186 members 
Mstep: Class 22 contains 46386 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6137 members 
Mstep: Class 25 contains 14929 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5428 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8790 members 
Mstep: Class 30 contains 9969 members 
Mstep: Class 31 contains 15058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748288.000000 Penalty: 108024.484375
Iteration 252Q: 32 clusters Score -1.577483e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107214 members 
Mstep: Class 2 contains 9611 members 
Mstep: Class 3 contains 141519 members 
Mstep: Class 4 contains 102737 members 
Mstep: Class 5 contains 29752 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 6346 members 
Mstep: Class 8 contains 43366 members 
Mstep: Class 9 contains 32763 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 12461 members 
Mstep: Class 12 contains 54806 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 45044 members 
Mstep: Class 15 contains 157058 members 
Mstep: Class 16 contains 77110 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8747 members 
Mstep: Class 19 contains 275722 members 
Mstep: Class 20 contains 8132 members 
Mstep: Class 21 contains 22188 members 
Mstep: Class 22 contains 46389 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6138 members 
Mstep: Class 25 contains 14928 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5429 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8791 members 
Mstep: Class 30 contains 9981 members 
Mstep: Class 31 contains 15058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748240.000000 Penalty: 108024.484375
Iteration 253Q: 32 clusters Score -1.577482e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107205 members 
Mstep: Class 2 contains 9607 members 
Mstep: Class 3 contains 141522 members 
Mstep: Class 4 contains 102735 members 
Mstep: Class 5 contains 29755 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 6349 members 
Mstep: Class 8 contains 43363 members 
Mstep: Class 9 contains 32762 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54804 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 45030 members 
Mstep: Class 15 contains 157068 members 
Mstep: Class 16 contains 77110 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8745 members 
Mstep: Class 19 contains 275727 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46394 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6137 members 
Mstep: Class 25 contains 14927 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5429 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8792 members 
Mstep: Class 30 contains 9984 members 
Mstep: Class 31 contains 15060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748208.000000 Penalty: 108024.484375
Iteration 254Q: 32 clusters Score -1.577482e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107198 members 
Mstep: Class 2 contains 9608 members 
Mstep: Class 3 contains 141524 members 
Mstep: Class 4 contains 102731 members 
Mstep: Class 5 contains 29759 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 6351 members 
Mstep: Class 8 contains 43364 members 
Mstep: Class 9 contains 32760 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54801 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 45023 members 
Mstep: Class 15 contains 157072 members 
Mstep: Class 16 contains 77111 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8747 members 
Mstep: Class 19 contains 275728 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 22189 members 
Mstep: Class 22 contains 46395 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6137 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5429 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8793 members 
Mstep: Class 30 contains 9988 members 
Mstep: Class 31 contains 15061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748240.000000 Penalty: 108024.484375
Iteration 255Q: 32 clusters Score -1.577482e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107197 members 
Mstep: Class 2 contains 9609 members 
Mstep: Class 3 contains 141527 members 
Mstep: Class 4 contains 102728 members 
Mstep: Class 5 contains 29759 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 6349 members 
Mstep: Class 8 contains 43363 members 
Mstep: Class 9 contains 32760 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54796 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 45016 members 
Mstep: Class 15 contains 157080 members 
Mstep: Class 16 contains 77112 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8750 members 
Mstep: Class 19 contains 275726 members 
Mstep: Class 20 contains 8137 members 
Mstep: Class 21 contains 22189 members 
Mstep: Class 22 contains 46395 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6137 members 
Mstep: Class 25 contains 14922 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5430 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8793 members 
Mstep: Class 30 contains 9990 members 
Mstep: Class 31 contains 15062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748224.000000 Penalty: 108024.484375
Iteration 256Q: 32 clusters Score -1.577482e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 9608 members 
Mstep: Class 3 contains 141533 members 
Mstep: Class 4 contains 102725 members 
Mstep: Class 5 contains 29760 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 6349 members 
Mstep: Class 8 contains 43366 members 
Mstep: Class 9 contains 32759 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54794 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 45006 members 
Mstep: Class 15 contains 157088 members 
Mstep: Class 16 contains 77112 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8748 members 
Mstep: Class 19 contains 275720 members 
Mstep: Class 20 contains 8139 members 
Mstep: Class 21 contains 22188 members 
Mstep: Class 22 contains 46395 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6137 members 
Mstep: Class 25 contains 14922 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5430 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8796 members 
Mstep: Class 30 contains 9995 members 
Mstep: Class 31 contains 15063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748208.000000 Penalty: 108024.484375
Iteration 257Q: 32 clusters Score -1.577482e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107181 members 
Mstep: Class 2 contains 9607 members 
Mstep: Class 3 contains 141533 members 
Mstep: Class 4 contains 102725 members 
Mstep: Class 5 contains 29764 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 6349 members 
Mstep: Class 8 contains 43366 members 
Mstep: Class 9 contains 32760 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54793 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44992 members 
Mstep: Class 15 contains 157093 members 
Mstep: Class 16 contains 77115 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8748 members 
Mstep: Class 19 contains 275726 members 
Mstep: Class 20 contains 8139 members 
Mstep: Class 21 contains 22189 members 
Mstep: Class 22 contains 46394 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6137 members 
Mstep: Class 25 contains 14921 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5429 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8797 members 
Mstep: Class 30 contains 10004 members 
Mstep: Class 31 contains 15063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748160.000000 Penalty: 108024.484375
Iteration 258Q: 32 clusters Score -1.577482e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107176 members 
Mstep: Class 2 contains 9602 members 
Mstep: Class 3 contains 141534 members 
Mstep: Class 4 contains 102725 members 
Mstep: Class 5 contains 29763 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 43368 members 
Mstep: Class 9 contains 32759 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54791 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44981 members 
Mstep: Class 15 contains 157102 members 
Mstep: Class 16 contains 77117 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8748 members 
Mstep: Class 19 contains 275725 members 
Mstep: Class 20 contains 8139 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46395 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6137 members 
Mstep: Class 25 contains 14921 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5429 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8797 members 
Mstep: Class 30 contains 10013 members 
Mstep: Class 31 contains 15063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748144.000000 Penalty: 108024.484375
Iteration 259Q: 32 clusters Score -1.577481e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 9598 members 
Mstep: Class 3 contains 141532 members 
Mstep: Class 4 contains 102725 members 
Mstep: Class 5 contains 29762 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 43366 members 
Mstep: Class 9 contains 32757 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54791 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44977 members 
Mstep: Class 15 contains 157108 members 
Mstep: Class 16 contains 77116 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8749 members 
Mstep: Class 19 contains 275725 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22191 members 
Mstep: Class 22 contains 46398 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6135 members 
Mstep: Class 25 contains 14921 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5429 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8797 members 
Mstep: Class 30 contains 10024 members 
Mstep: Class 31 contains 15063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748192.000000 Penalty: 108024.484375
Iteration 260F: 32 clusters Score -1.577482e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107172 members 
Mstep: Class 2 contains 9596 members 
Mstep: Class 3 contains 141534 members 
Mstep: Class 4 contains 102725 members 
Mstep: Class 5 contains 29765 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 43365 members 
Mstep: Class 9 contains 32754 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54791 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44973 members 
Mstep: Class 15 contains 157112 members 
Mstep: Class 16 contains 77111 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8748 members 
Mstep: Class 19 contains 275727 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46395 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 14921 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5429 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 15063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748160.000000 Penalty: 108024.484375
Iteration 261Q: 32 clusters Score -1.577482e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107172 members 
Mstep: Class 2 contains 9593 members 
Mstep: Class 3 contains 141540 members 
Mstep: Class 4 contains 102724 members 
Mstep: Class 5 contains 29768 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 43365 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54791 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44964 members 
Mstep: Class 15 contains 157113 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8746 members 
Mstep: Class 19 contains 275732 members 
Mstep: Class 20 contains 8137 members 
Mstep: Class 21 contains 22189 members 
Mstep: Class 22 contains 46396 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 14921 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5429 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8797 members 
Mstep: Class 30 contains 10038 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748224.000000 Penalty: 108024.484375
Iteration 262Q: 32 clusters Score -1.577482e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107169 members 
Mstep: Class 2 contains 9587 members 
Mstep: Class 3 contains 141542 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29771 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 43364 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54791 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44957 members 
Mstep: Class 15 contains 157115 members 
Mstep: Class 16 contains 77107 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8746 members 
Mstep: Class 19 contains 275737 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22189 members 
Mstep: Class 22 contains 46397 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 14921 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5428 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10045 members 
Mstep: Class 31 contains 15064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748160.000000 Penalty: 108024.484375
Iteration 263Q: 32 clusters Score -1.577482e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107168 members 
Mstep: Class 2 contains 9581 members 
Mstep: Class 3 contains 141539 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29771 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 43363 members 
Mstep: Class 9 contains 32752 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54791 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44952 members 
Mstep: Class 15 contains 157121 members 
Mstep: Class 16 contains 77106 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8747 members 
Mstep: Class 19 contains 275738 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22191 members 
Mstep: Class 22 contains 46397 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6131 members 
Mstep: Class 25 contains 14921 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5429 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8799 members 
Mstep: Class 30 contains 10050 members 
Mstep: Class 31 contains 15064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748128.000000 Penalty: 108024.484375
Iteration 264Q: 32 clusters Score -1.577481e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107172 members 
Mstep: Class 2 contains 9579 members 
Mstep: Class 3 contains 141541 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29774 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 43361 members 
Mstep: Class 9 contains 32752 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54791 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44948 members 
Mstep: Class 15 contains 157121 members 
Mstep: Class 16 contains 77104 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8745 members 
Mstep: Class 19 contains 275743 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46396 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6129 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5429 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8799 members 
Mstep: Class 30 contains 10052 members 
Mstep: Class 31 contains 15064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748192.000000 Penalty: 108024.484375
Iteration 265Q: 32 clusters Score -1.577482e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107174 members 
Mstep: Class 2 contains 9578 members 
Mstep: Class 3 contains 141540 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29776 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 43361 members 
Mstep: Class 9 contains 32752 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 54791 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44940 members 
Mstep: Class 15 contains 157124 members 
Mstep: Class 16 contains 77104 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8747 members 
Mstep: Class 19 contains 275745 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22189 members 
Mstep: Class 22 contains 46395 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5428 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8797 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748208.000000 Penalty: 108024.484375
Iteration 266Q: 32 clusters Score -1.577482e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107174 members 
Mstep: Class 2 contains 9576 members 
Mstep: Class 3 contains 141544 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29776 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6351 members 
Mstep: Class 8 contains 43361 members 
Mstep: Class 9 contains 32752 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12460 members 
Mstep: Class 12 contains 54791 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44934 members 
Mstep: Class 15 contains 157125 members 
Mstep: Class 16 contains 77105 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8749 members 
Mstep: Class 19 contains 275746 members 
Mstep: Class 20 contains 8137 members 
Mstep: Class 21 contains 22188 members 
Mstep: Class 22 contains 46393 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6129 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5428 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8796 members 
Mstep: Class 30 contains 10060 members 
Mstep: Class 31 contains 15064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748256.000000 Penalty: 108024.484375
Iteration 267Q: 32 clusters Score -1.577483e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 9573 members 
Mstep: Class 3 contains 141546 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29778 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 43359 members 
Mstep: Class 9 contains 32752 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12461 members 
Mstep: Class 12 contains 54791 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44929 members 
Mstep: Class 15 contains 157130 members 
Mstep: Class 16 contains 77104 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8748 members 
Mstep: Class 19 contains 275747 members 
Mstep: Class 20 contains 8137 members 
Mstep: Class 21 contains 22187 members 
Mstep: Class 22 contains 46392 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6129 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5427 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8797 members 
Mstep: Class 30 contains 10063 members 
Mstep: Class 31 contains 15064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748304.000000 Penalty: 108024.484375
Iteration 268Q: 32 clusters Score -1.577483e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107174 members 
Mstep: Class 2 contains 9570 members 
Mstep: Class 3 contains 141547 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29780 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 6356 members 
Mstep: Class 8 contains 43358 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12461 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44916 members 
Mstep: Class 15 contains 157141 members 
Mstep: Class 16 contains 77103 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8749 members 
Mstep: Class 19 contains 275749 members 
Mstep: Class 20 contains 8137 members 
Mstep: Class 21 contains 22188 members 
Mstep: Class 22 contains 46389 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6129 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8797 members 
Mstep: Class 30 contains 10061 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748272.000000 Penalty: 108024.484375
Iteration 269Q: 32 clusters Score -1.577483e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 9567 members 
Mstep: Class 3 contains 141551 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29780 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6359 members 
Mstep: Class 8 contains 43358 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12461 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44909 members 
Mstep: Class 15 contains 157146 members 
Mstep: Class 16 contains 77103 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8748 members 
Mstep: Class 19 contains 275747 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46388 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6129 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5426 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8797 members 
Mstep: Class 30 contains 10065 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748144.000000 Penalty: 108024.484375
Iteration 270Q: 32 clusters Score -1.577481e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107164 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 141555 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29782 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6362 members 
Mstep: Class 8 contains 43356 members 
Mstep: Class 9 contains 32754 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12461 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44903 members 
Mstep: Class 15 contains 157149 members 
Mstep: Class 16 contains 77104 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8750 members 
Mstep: Class 19 contains 275748 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8797 members 
Mstep: Class 30 contains 10063 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748112.000000 Penalty: 108024.484375
Iteration 271Q: 32 clusters Score -1.577481e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9565 members 
Mstep: Class 3 contains 141557 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29782 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43356 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12461 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44898 members 
Mstep: Class 15 contains 157152 members 
Mstep: Class 16 contains 77106 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275750 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46385 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8796 members 
Mstep: Class 30 contains 10063 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748096.000000 Penalty: 108024.484375
Iteration 272Q: 32 clusters Score -1.577481e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9563 members 
Mstep: Class 3 contains 141558 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29783 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43356 members 
Mstep: Class 9 contains 32754 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12461 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44893 members 
Mstep: Class 15 contains 157154 members 
Mstep: Class 16 contains 77108 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8752 members 
Mstep: Class 19 contains 275750 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46386 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8797 members 
Mstep: Class 30 contains 10060 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748192.000000 Penalty: 108024.484375
Iteration 273Q: 32 clusters Score -1.577482e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141558 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29784 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43355 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12462 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44888 members 
Mstep: Class 15 contains 157154 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8752 members 
Mstep: Class 19 contains 275754 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10059 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748128.000000 Penalty: 108024.484375
Iteration 274Q: 32 clusters Score -1.577481e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141558 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29786 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43355 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12462 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11937 members 
Mstep: Class 14 contains 44884 members 
Mstep: Class 15 contains 157154 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8752 members 
Mstep: Class 19 contains 275757 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46388 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748112.000000 Penalty: 108024.484375
Iteration 275Q: 32 clusters Score -1.577481e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141558 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43355 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12463 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 44882 members 
Mstep: Class 15 contains 157154 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275758 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748096.000000 Penalty: 108024.484375
Iteration 276Q: 32 clusters Score -1.577481e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141559 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43355 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 44879 members 
Mstep: Class 15 contains 157154 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275759 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748112.000000 Penalty: 108024.484375
Iteration 277Q: 32 clusters Score -1.577481e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141559 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43355 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 44876 members 
Mstep: Class 15 contains 157155 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275761 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748064.000000 Penalty: 108024.484375
Iteration 278Q: 32 clusters Score -1.577481e+08 nChanged 1
Entering ConstructFrom: 
Score: -157748064.000000 Penalty: 108024.484375
Entering ConstructFrom: 
Trying to split cluster 1 (107163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107163 members 
Entering Unmasked Estep 
Score: -13589308.000000 Penalty: 2872.362549
	Iteration 0F: 2 clusters Score -1.358931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -13517620.000000 Penalty: 5744.725098
	Iteration 0F: 3 clusters Score -1.351762e+07 nChanged 50799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -13547009.000000 Penalty: 5744.725098
	Iteration 1F: 3 clusters Score -1.354701e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -13548006.000000 Penalty: 5744.725098
	Iteration 2Q: 3 clusters Score -1.354801e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -13549567.000000 Penalty: 5744.725098
	Iteration 3Q: 3 clusters Score -1.354957e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -13552420.000000 Penalty: 5744.725098
	Iteration 4F: 3 clusters Score -1.355242e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -13557115.000000 Penalty: 5744.725098
	Iteration 5F: 3 clusters Score -1.355712e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 82571 members 
Entering Unmasked Estep 
Score: -13564262.000000 Penalty: 5744.725098
	Iteration 6F: 3 clusters Score -1.356426e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 91203 members 
Entering Unmasked Estep 
Score: -13572417.000000 Penalty: 5744.725098
	Iteration 7F: 3 clusters Score -1.357242e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
Score: -13579200.000000 Penalty: 5744.725098
	Iteration 8F: 3 clusters Score -1.35792e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -13583225.000000 Penalty: 5744.725098
	Iteration 9Q: 3 clusters Score -1.358322e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 104895 members 
Entering Unmasked Estep 
Score: -13585266.000000 Penalty: 5744.725098
	Iteration 10Q: 3 clusters Score -1.358527e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -13586113.000000 Penalty: 5744.725098
	Iteration 11Q: 3 clusters Score -1.358611e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 106392 members 
Entering Unmasked Estep 
Score: -13586477.000000 Penalty: 5744.725098
	Iteration 12Q: 3 clusters Score -1.358648e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 106577 members 
Entering Unmasked Estep 
Score: -13586634.000000 Penalty: 5744.725098
	Iteration 13Q: 3 clusters Score -1.358663e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 106651 members 
Entering Unmasked Estep 
Score: -13586720.000000 Penalty: 5744.725098
	Iteration 14Q: 3 clusters Score -1.358672e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 106689 members 
Entering Unmasked Estep 
Score: -13586780.000000 Penalty: 5744.725098
	Iteration 15Q: 3 clusters Score -1.358678e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 106709 members 
Entering Unmasked Estep 
Score: -13586817.000000 Penalty: 5744.725098
	Iteration 16Q: 3 clusters Score -1.358682e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -13586868.000000 Penalty: 5744.725098
	Iteration 17Q: 3 clusters Score -1.358687e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -13586866.000000 Penalty: 5744.725098
	Iteration 18Q: 3 clusters Score -1.358687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 106739 members 
Entering Unmasked Estep 
Score: -13586885.000000 Penalty: 5744.725098
	Iteration 19Q: 3 clusters Score -1.358688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -13586908.000000 Penalty: 5744.725098
	Iteration 20F: 3 clusters Score -1.358691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -13586896.000000 Penalty: 5744.725098
	Iteration 21Q: 3 clusters Score -1.35869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 106746 members 
Entering Unmasked Estep 
Score: -13586914.000000 Penalty: 5744.725098
	Iteration 22Q: 3 clusters Score -1.358691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 106747 members 
Entering Unmasked Estep 
Score: -13586922.000000 Penalty: 5744.725098
	Iteration 23Q: 3 clusters Score -1.358692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -13586931.000000 Penalty: 5744.725098
	Iteration 24Q: 3 clusters Score -1.358693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -13586933.000000 Penalty: 5744.725098
	Iteration 25Q: 3 clusters Score -1.358693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -13586945.000000 Penalty: 5744.725098
	Iteration 26Q: 3 clusters Score -1.358694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -13586946.000000 Penalty: 5744.725098
	Iteration 27Q: 3 clusters Score -1.358695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -13586945.000000 Penalty: 5744.725098
	Iteration 28Q: 3 clusters Score -1.358694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 106758 members 
Entering Unmasked Estep 
Score: -13586948.000000 Penalty: 5744.725098
	Iteration 29Q: 3 clusters Score -1.358695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -13586946.000000 Penalty: 5744.725098
	Iteration 30Q: 3 clusters Score -1.358695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -13586946.000000 Penalty: 5744.725098
	Iteration 31F: 3 clusters Score -1.358695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Entering Unmasked Estep 
Score: -1155082.250000 Penalty: 2273.056885
	Iteration 0F: 2 clusters Score -1155082 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 4790 members 
Entering Unmasked Estep 
Score: -1147637.500000 Penalty: 4546.113770
	Iteration 0F: 3 clusters Score -1147638 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1149737.125000 Penalty: 4546.113770
	Iteration 1F: 3 clusters Score -1149737 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1150118.750000 Penalty: 4546.113770
	Iteration 2F: 3 clusters Score -1150119 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1150495.875000 Penalty: 4546.113770
	Iteration 3F: 3 clusters Score -1150496 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1150831.375000 Penalty: 4546.113770
	Iteration 4F: 3 clusters Score -1150831 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1151127.000000 Penalty: 4546.113770
	Iteration 5Q: 3 clusters Score -1151127 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1151354.125000 Penalty: 4546.113770
	Iteration 6Q: 3 clusters Score -1151354 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1151541.750000 Penalty: 4546.113770
	Iteration 7Q: 3 clusters Score -1151542 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1151748.000000 Penalty: 4546.113770
	Iteration 8Q: 3 clusters Score -1151748 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1151920.000000 Penalty: 4546.113770
	Iteration 9Q: 3 clusters Score -1151920 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1152086.625000 Penalty: 4546.113770
	Iteration 10Q: 3 clusters Score -1152087 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1152267.500000 Penalty: 4546.113770
	Iteration 11Q: 3 clusters Score -1152268 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1152440.500000 Penalty: 4546.113770
	Iteration 12Q: 3 clusters Score -1152440 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1152573.375000 Penalty: 4546.113770
	Iteration 13Q: 3 clusters Score -1152573 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1152692.625000 Penalty: 4546.113770
	Iteration 14Q: 3 clusters Score -1152693 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1152799.750000 Penalty: 4546.113770
	Iteration 15Q: 3 clusters Score -1152800 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1152890.500000 Penalty: 4546.113770
	Iteration 16Q: 3 clusters Score -1152890 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1152992.375000 Penalty: 4546.113770
	Iteration 17Q: 3 clusters Score -1152992 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1153071.625000 Penalty: 4546.113770
	Iteration 18Q: 3 clusters Score -1153072 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1153149.000000 Penalty: 4546.113770
	Iteration 19Q: 3 clusters Score -1153149 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1153228.875000 Penalty: 4546.113770
	Iteration 20F: 3 clusters Score -1153229 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1153287.750000 Penalty: 4546.113770
	Iteration 21Q: 3 clusters Score -1153288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1153340.250000 Penalty: 4546.113770
	Iteration 22Q: 3 clusters Score -1153340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1153379.625000 Penalty: 4546.113770
	Iteration 23Q: 3 clusters Score -1153380 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1153398.875000 Penalty: 4546.113770
	Iteration 24Q: 3 clusters Score -1153399 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1153414.125000 Penalty: 4546.113770
	Iteration 25Q: 3 clusters Score -1153414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1153424.000000 Penalty: 4546.113770
	Iteration 26Q: 3 clusters Score -1153424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1153436.875000 Penalty: 4546.113770
	Iteration 27Q: 3 clusters Score -1153437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1153447.000000 Penalty: 4546.113770
	Iteration 28Q: 3 clusters Score -1153447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1153453.875000 Penalty: 4546.113770
	Iteration 29Q: 3 clusters Score -1153454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1153460.500000 Penalty: 4546.113770
	Iteration 30Q: 3 clusters Score -1153460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1153464.750000 Penalty: 4546.113770
	Iteration 31Q: 3 clusters Score -1153465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1153469.625000 Penalty: 4546.113770
	Iteration 32Q: 3 clusters Score -1153470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1153471.125000 Penalty: 4546.113770
	Iteration 33Q: 3 clusters Score -1153471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1153477.000000 Penalty: 4546.113770
	Iteration 34Q: 3 clusters Score -1153477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1153485.375000 Penalty: 4546.113770
	Iteration 35Q: 3 clusters Score -1153485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1153486.625000 Penalty: 4546.113770
	Iteration 36Q: 3 clusters Score -1153487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1153489.500000 Penalty: 4546.113770
	Iteration 37Q: 3 clusters Score -1153490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1153491.125000 Penalty: 4546.113770
	Iteration 38Q: 3 clusters Score -1153491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1153492.375000 Penalty: 4546.113770
	Iteration 39Q: 3 clusters Score -1153492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1153496.375000 Penalty: 4546.113770
	Iteration 40F: 3 clusters Score -1153496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1153495.375000 Penalty: 4546.113770
	Iteration 41Q: 3 clusters Score -1153495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1153496.500000 Penalty: 4546.113770
	Iteration 42Q: 3 clusters Score -1153496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1153496.875000 Penalty: 4546.113770
	Iteration 43Q: 3 clusters Score -1153497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1153496.875000 Penalty: 4546.113770
	Iteration 44Q: 3 clusters Score -1153497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1153496.875000 Penalty: 4546.113770
	Iteration 45F: 3 clusters Score -1153497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (141559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141559 members 
Entering Unmasked Estep 
Score: -18016140.000000 Penalty: 2941.396973
	Iteration 0F: 2 clusters Score -1.801614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70556 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -17923012.000000 Penalty: 5882.793945
	Iteration 0F: 3 clusters Score -1.792301e+07 nChanged 67434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 72271 members 
Entering Unmasked Estep 
Score: -17962454.000000 Penalty: 5882.793945
	Iteration 1F: 3 clusters Score -1.796245e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -17963778.000000 Penalty: 5882.793945
	Iteration 2Q: 3 clusters Score -1.796378e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67525 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -17965714.000000 Penalty: 5882.793945
	Iteration 3Q: 3 clusters Score -1.796571e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 75395 members 
Entering Unmasked Estep 
Score: -17968442.000000 Penalty: 5882.793945
	Iteration 4Q: 3 clusters Score -1.796844e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64389 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -17972238.000000 Penalty: 5882.793945
	Iteration 5F: 3 clusters Score -1.797224e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -17977014.000000 Penalty: 5882.793945
	Iteration 6F: 3 clusters Score -1.797701e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 82663 members 
Entering Unmasked Estep 
Score: -17981886.000000 Penalty: 5882.793945
	Iteration 7F: 3 clusters Score -1.798189e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -17986324.000000 Penalty: 5882.793945
	Iteration 8F: 3 clusters Score -1.798632e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -17989768.000000 Penalty: 5882.793945
	Iteration 9F: 3 clusters Score -1.798977e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 95797 members 
Entering Unmasked Estep 
Score: -17992574.000000 Penalty: 5882.793945
	Iteration 10Q: 3 clusters Score -1.799257e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 101319 members 
Entering Unmasked Estep 
Score: -17995556.000000 Penalty: 5882.793945
	Iteration 11Q: 3 clusters Score -1.799556e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 107239 members 
Entering Unmasked Estep 
Score: -17998540.000000 Penalty: 5882.793945
	Iteration 12Q: 3 clusters Score -1.799854e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 113376 members 
Entering Unmasked Estep 
Score: -18001614.000000 Penalty: 5882.793945
	Iteration 13Q: 3 clusters Score -1.800161e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 119229 members 
Entering Unmasked Estep 
Score: -18004818.000000 Penalty: 5882.793945
	Iteration 14Q: 3 clusters Score -1.800482e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 124357 members 
Entering Unmasked Estep 
Score: -18007586.000000 Penalty: 5882.793945
	Iteration 15Q: 3 clusters Score -1.800759e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 128463 members 
Entering Unmasked Estep 
Score: -18009530.000000 Penalty: 5882.793945
	Iteration 16Q: 3 clusters Score -1.800953e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 131558 members 
Entering Unmasked Estep 
Score: -18010772.000000 Penalty: 5882.793945
	Iteration 17Q: 3 clusters Score -1.801077e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 133849 members 
Entering Unmasked Estep 
Score: -18011782.000000 Penalty: 5882.793945
	Iteration 18Q: 3 clusters Score -1.801178e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 135551 members 
Entering Unmasked Estep 
Score: -18012572.000000 Penalty: 5882.793945
	Iteration 19Q: 3 clusters Score -1.801257e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 136707 members 
Entering Unmasked Estep 
Score: -18013016.000000 Penalty: 5882.793945
	Iteration 20F: 3 clusters Score -1.801302e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 137483 members 
Entering Unmasked Estep 
Score: -18013226.000000 Penalty: 5882.793945
	Iteration 21Q: 3 clusters Score -1.801323e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 138048 members 
Entering Unmasked Estep 
Score: -18013408.000000 Penalty: 5882.793945
	Iteration 22Q: 3 clusters Score -1.801341e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 138456 members 
Entering Unmasked Estep 
Score: -18013580.000000 Penalty: 5882.793945
	Iteration 23Q: 3 clusters Score -1.801358e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 138779 members 
Entering Unmasked Estep 
Score: -18013708.000000 Penalty: 5882.793945
	Iteration 24Q: 3 clusters Score -1.801371e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 139016 members 
Entering Unmasked Estep 
Score: -18013784.000000 Penalty: 5882.793945
	Iteration 25Q: 3 clusters Score -1.801378e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 139224 members 
Entering Unmasked Estep 
Score: -18013864.000000 Penalty: 5882.793945
	Iteration 26Q: 3 clusters Score -1.801386e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 139387 members 
Entering Unmasked Estep 
Score: -18013932.000000 Penalty: 5882.793945
	Iteration 27Q: 3 clusters Score -1.801393e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 139511 members 
Entering Unmasked Estep 
Score: -18013990.000000 Penalty: 5882.793945
	Iteration 28Q: 3 clusters Score -1.801399e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 139601 members 
Entering Unmasked Estep 
Score: -18014002.000000 Penalty: 5882.793945
	Iteration 29Q: 3 clusters Score -1.8014e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 139666 members 
Entering Unmasked Estep 
Score: -18014026.000000 Penalty: 5882.793945
	Iteration 30Q: 3 clusters Score -1.801403e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 139733 members 
Entering Unmasked Estep 
Score: -18014048.000000 Penalty: 5882.793945
	Iteration 31Q: 3 clusters Score -1.801405e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 139792 members 
Entering Unmasked Estep 
Score: -18014098.000000 Penalty: 5882.793945
	Iteration 32Q: 3 clusters Score -1.80141e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 139851 members 
Entering Unmasked Estep 
Score: -18014110.000000 Penalty: 5882.793945
	Iteration 33Q: 3 clusters Score -1.801411e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 139896 members 
Entering Unmasked Estep 
Score: -18014132.000000 Penalty: 5882.793945
	Iteration 34Q: 3 clusters Score -1.801413e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 139932 members 
Entering Unmasked Estep 
Score: -18014156.000000 Penalty: 5882.793945
	Iteration 35Q: 3 clusters Score -1.801416e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 139965 members 
Entering Unmasked Estep 
Score: -18014180.000000 Penalty: 5882.793945
	Iteration 36Q: 3 clusters Score -1.801418e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 139996 members 
Entering Unmasked Estep 
Score: -18014190.000000 Penalty: 5882.793945
	Iteration 37Q: 3 clusters Score -1.801419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 140018 members 
Entering Unmasked Estep 
Score: -18014212.000000 Penalty: 5882.793945
	Iteration 38Q: 3 clusters Score -1.801421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 140035 members 
Entering Unmasked Estep 
Score: -18014218.000000 Penalty: 5882.793945
	Iteration 39Q: 3 clusters Score -1.801422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 140040 members 
Entering Unmasked Estep 
Score: -18014226.000000 Penalty: 5882.793945
	Iteration 40F: 3 clusters Score -1.801423e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 140053 members 
Entering Unmasked Estep 
Score: -18014228.000000 Penalty: 5882.793945
	Iteration 41Q: 3 clusters Score -1.801423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 140064 members 
Entering Unmasked Estep 
Score: -18014230.000000 Penalty: 5882.793945
	Iteration 42Q: 3 clusters Score -1.801423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 140073 members 
Entering Unmasked Estep 
Score: -18014230.000000 Penalty: 5882.793945
	Iteration 43Q: 3 clusters Score -1.801423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 140080 members 
Entering Unmasked Estep 
Score: -18014246.000000 Penalty: 5882.793945
	Iteration 44Q: 3 clusters Score -1.801425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 140087 members 
Entering Unmasked Estep 
Score: -18014232.000000 Penalty: 5882.793945
	Iteration 45Q: 3 clusters Score -1.801423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 140093 members 
Entering Unmasked Estep 
Score: -18014244.000000 Penalty: 5882.793945
	Iteration 46Q: 3 clusters Score -1.801424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 140095 members 
Entering Unmasked Estep 
Score: -18014250.000000 Penalty: 5882.793945
	Iteration 47Q: 3 clusters Score -1.801425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 140096 members 
Entering Unmasked Estep 
Score: -18014250.000000 Penalty: 5882.793945
	Iteration 48Q: 3 clusters Score -1.801425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 140101 members 
Entering Unmasked Estep 
Score: -18014242.000000 Penalty: 5882.793945
	Iteration 49Q: 3 clusters Score -1.801424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 140102 members 
Entering Unmasked Estep 
Score: -18014234.000000 Penalty: 5882.793945
	Iteration 50Q: 3 clusters Score -1.801423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 140107 members 
Entering Unmasked Estep 
Score: -18014234.000000 Penalty: 5882.793945
	Iteration 51Q: 3 clusters Score -1.801423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 140110 members 
Entering Unmasked Estep 
Score: -18014244.000000 Penalty: 5882.793945
	Iteration 52Q: 3 clusters Score -1.801424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 140110 members 
Entering Unmasked Estep 
Score: -18014252.000000 Penalty: 5882.793945
	Iteration 53Q: 3 clusters Score -1.801425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 140111 members 
Entering Unmasked Estep 
Score: -18014244.000000 Penalty: 5882.793945
	Iteration 54Q: 3 clusters Score -1.801424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 140111 members 
Entering Unmasked Estep 
Score: -18014244.000000 Penalty: 5882.793945
	Iteration 55F: 3 clusters Score -1.801424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (102723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102723 members 
Entering Unmasked Estep 
Score: -12933152.000000 Penalty: 2861.868164
	Iteration 0F: 2 clusters Score -1.293315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -12864790.000000 Penalty: 5723.736328
	Iteration 0F: 3 clusters Score -1.286479e+07 nChanged 48464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -12892170.000000 Penalty: 5723.736328
	Iteration 1F: 3 clusters Score -1.289217e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -12893295.000000 Penalty: 5723.736328
	Iteration 2Q: 3 clusters Score -1.28933e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -12894739.000000 Penalty: 5723.736328
	Iteration 3Q: 3 clusters Score -1.289474e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -12897115.000000 Penalty: 5723.736328
	Iteration 4Q: 3 clusters Score -1.289712e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 71220 members 
Entering Unmasked Estep 
Score: -12901187.000000 Penalty: 5723.736328
	Iteration 5F: 3 clusters Score -1.290119e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 79761 members 
Entering Unmasked Estep 
Score: -12908167.000000 Penalty: 5723.736328
	Iteration 6F: 3 clusters Score -1.290817e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 89369 members 
Entering Unmasked Estep 
Score: -12917274.000000 Penalty: 5723.736328
	Iteration 7F: 3 clusters Score -1.291727e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -12925016.000000 Penalty: 5723.736328
	Iteration 8F: 3 clusters Score -1.292502e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -12928918.000000 Penalty: 5723.736328
	Iteration 9Q: 3 clusters Score -1.292892e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -12930062.000000 Penalty: 5723.736328
	Iteration 10Q: 3 clusters Score -1.293006e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -12930369.000000 Penalty: 5723.736328
	Iteration 11Q: 3 clusters Score -1.293037e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -12930439.000000 Penalty: 5723.736328
	Iteration 12Q: 3 clusters Score -1.293044e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 102511 members 
Entering Unmasked Estep 
Score: -12930497.000000 Penalty: 5723.736328
	Iteration 13Q: 3 clusters Score -1.29305e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -12930547.000000 Penalty: 5723.736328
	Iteration 14Q: 3 clusters Score -1.293055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -12930559.000000 Penalty: 5723.736328
	Iteration 15Q: 3 clusters Score -1.293056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 102526 members 
Entering Unmasked Estep 
Score: -12930571.000000 Penalty: 5723.736328
	Iteration 16Q: 3 clusters Score -1.293057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -12930570.000000 Penalty: 5723.736328
	Iteration 17Q: 3 clusters Score -1.293057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 102530 members 
Entering Unmasked Estep 
Score: -12930585.000000 Penalty: 5723.736328
	Iteration 18Q: 3 clusters Score -1.293058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 102535 members 
Entering Unmasked Estep 
Score: -12930596.000000 Penalty: 5723.736328
	Iteration 19Q: 3 clusters Score -1.29306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 102534 members 
Entering Unmasked Estep 
Score: -12930599.000000 Penalty: 5723.736328
	Iteration 20F: 3 clusters Score -1.29306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -12930595.000000 Penalty: 5723.736328
	Iteration 21Q: 3 clusters Score -1.29306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 102536 members 
Entering Unmasked Estep 
Score: -12930601.000000 Penalty: 5723.736328
	Iteration 22Q: 3 clusters Score -1.29306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 102536 members 
Entering Unmasked Estep 
Score: -12930601.000000 Penalty: 5723.736328
	Iteration 23F: 3 clusters Score -1.29306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Entering Unmasked Estep 
Score: -3750142.750000 Penalty: 2554.853271
	Iteration 0F: 2 clusters Score -3750143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3729765.250000 Penalty: 5109.706543
	Iteration 0F: 3 clusters Score -3729765 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3737232.750000 Penalty: 5109.706543
	Iteration 1F: 3 clusters Score -3737233 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3738417.750000 Penalty: 5109.706543
	Iteration 2F: 3 clusters Score -3738418 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3740082.750000 Penalty: 5109.706543
	Iteration 3F: 3 clusters Score -3740083 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3742145.750000 Penalty: 5109.706543
	Iteration 4F: 3 clusters Score -3742146 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3743861.750000 Penalty: 5109.706543
	Iteration 5F: 3 clusters Score -3743862 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -3744939.250000 Penalty: 5109.706543
	Iteration 6F: 3 clusters Score -3744939 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3745600.250000 Penalty: 5109.706543
	Iteration 7Q: 3 clusters Score -3745600 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3745994.000000 Penalty: 5109.706543
	Iteration 8Q: 3 clusters Score -3745994 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3746313.500000 Penalty: 5109.706543
	Iteration 9Q: 3 clusters Score -3746314 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3746586.000000 Penalty: 5109.706543
	Iteration 10Q: 3 clusters Score -3746586 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3746769.000000 Penalty: 5109.706543
	Iteration 11Q: 3 clusters Score -3746769 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3746922.000000 Penalty: 5109.706543
	Iteration 12Q: 3 clusters Score -3746922 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3747077.750000 Penalty: 5109.706543
	Iteration 13Q: 3 clusters Score -3747078 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3747183.500000 Penalty: 5109.706543
	Iteration 14Q: 3 clusters Score -3747184 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3747309.750000 Penalty: 5109.706543
	Iteration 15Q: 3 clusters Score -3747310 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3747413.000000 Penalty: 5109.706543
	Iteration 16Q: 3 clusters Score -3747413 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3747500.000000 Penalty: 5109.706543
	Iteration 17Q: 3 clusters Score -3747500 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3747585.000000 Penalty: 5109.706543
	Iteration 18Q: 3 clusters Score -3747585 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -3747651.500000 Penalty: 5109.706543
	Iteration 19Q: 3 clusters Score -3747652 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3747714.000000 Penalty: 5109.706543
	Iteration 20F: 3 clusters Score -3747714 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -3747781.500000 Penalty: 5109.706543
	Iteration 21Q: 3 clusters Score -3747782 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3747837.500000 Penalty: 5109.706543
	Iteration 22Q: 3 clusters Score -3747838 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3747894.500000 Penalty: 5109.706543
	Iteration 23Q: 3 clusters Score -3747894 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3747935.000000 Penalty: 5109.706543
	Iteration 24Q: 3 clusters Score -3747935 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3747978.500000 Penalty: 5109.706543
	Iteration 25Q: 3 clusters Score -3747978 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3748027.000000 Penalty: 5109.706543
	Iteration 26Q: 3 clusters Score -3748027 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3748073.750000 Penalty: 5109.706543
	Iteration 27Q: 3 clusters Score -3748074 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3748131.500000 Penalty: 5109.706543
	Iteration 28Q: 3 clusters Score -3748132 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3748174.750000 Penalty: 5109.706543
	Iteration 29Q: 3 clusters Score -3748175 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3748212.750000 Penalty: 5109.706543
	Iteration 30Q: 3 clusters Score -3748213 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3748263.750000 Penalty: 5109.706543
	Iteration 31Q: 3 clusters Score -3748264 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3748318.000000 Penalty: 5109.706543
	Iteration 32Q: 3 clusters Score -3748318 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -3748402.750000 Penalty: 5109.706543
	Iteration 33Q: 3 clusters Score -3748403 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3748491.250000 Penalty: 5109.706543
	Iteration 34Q: 3 clusters Score -3748491 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3748570.750000 Penalty: 5109.706543
	Iteration 35Q: 3 clusters Score -3748571 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -3748656.000000 Penalty: 5109.706543
	Iteration 36Q: 3 clusters Score -3748656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3748742.000000 Penalty: 5109.706543
	Iteration 37Q: 3 clusters Score -3748742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3748813.750000 Penalty: 5109.706543
	Iteration 38Q: 3 clusters Score -3748814 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -3748870.250000 Penalty: 5109.706543
	Iteration 39Q: 3 clusters Score -3748870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3748917.250000 Penalty: 5109.706543
	Iteration 40F: 3 clusters Score -3748917 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3748967.000000 Penalty: 5109.706543
	Iteration 41Q: 3 clusters Score -3748967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3748996.500000 Penalty: 5109.706543
	Iteration 42Q: 3 clusters Score -3748996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3749013.250000 Penalty: 5109.706543
	Iteration 43Q: 3 clusters Score -3749013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3749022.000000 Penalty: 5109.706543
	Iteration 44Q: 3 clusters Score -3749022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3749026.000000 Penalty: 5109.706543
	Iteration 45Q: 3 clusters Score -3749026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3749025.500000 Penalty: 5109.706543
	Iteration 46Q: 3 clusters Score -3749026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3749025.000000 Penalty: 5109.706543
	Iteration 47Q: 3 clusters Score -3749025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3749028.750000 Penalty: 5109.706543
	Iteration 48Q: 3 clusters Score -3749029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3749039.000000 Penalty: 5109.706543
	Iteration 49Q: 3 clusters Score -3749039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3749039.500000 Penalty: 5109.706543
	Iteration 50Q: 3 clusters Score -3749040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3749037.500000 Penalty: 5109.706543
	Iteration 51Q: 3 clusters Score -3749038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3749038.500000 Penalty: 5109.706543
	Iteration 52Q: 3 clusters Score -3749038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3749037.250000 Penalty: 5109.706543
	Iteration 53Q: 3 clusters Score -3749037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -3749038.250000 Penalty: 5109.706543
	Iteration 54Q: 3 clusters Score -3749038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -3749041.000000 Penalty: 5109.706543
	Iteration 55Q: 3 clusters Score -3749041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3749036.750000 Penalty: 5109.706543
	Iteration 56Q: 3 clusters Score -3749037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3749038.250000 Penalty: 5109.706543
	Iteration 57Q: 3 clusters Score -3749038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -3749038.000000 Penalty: 5109.706543
	Iteration 58Q: 3 clusters Score -3749038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3749038.500000 Penalty: 5109.706543
	Iteration 59Q: 3 clusters Score -3749038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -3749039.750000 Penalty: 5109.706543
	Iteration 60F: 3 clusters Score -3749040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -3749043.750000 Penalty: 5109.706543
	Iteration 61Q: 3 clusters Score -3749044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -3749046.500000 Penalty: 5109.706543
	Iteration 62Q: 3 clusters Score -3749046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3749045.500000 Penalty: 5109.706543
	Iteration 63Q: 3 clusters Score -3749046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3749045.500000 Penalty: 5109.706543
	Iteration 64F: 3 clusters Score -3749046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Entering Unmasked Estep 
Score: -378396.781250 Penalty: 2003.437622
	Iteration 0F: 2 clusters Score -378396.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -374921.875000 Penalty: 4006.875244
	Iteration 0F: 3 clusters Score -374921.9 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -375683.593750 Penalty: 4006.875244
	Iteration 1F: 3 clusters Score -375683.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -375890.437500 Penalty: 4006.875244
	Iteration 2F: 3 clusters Score -375890.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -376008.500000 Penalty: 4006.875244
	Iteration 3F: 3 clusters Score -376008.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -376102.656250 Penalty: 4006.875244
	Iteration 4Q: 3 clusters Score -376102.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -376182.187500 Penalty: 4006.875244
	Iteration 5Q: 3 clusters Score -376182.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -376269.031250 Penalty: 4006.875244
	Iteration 6Q: 3 clusters Score -376269 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -376392.187500 Penalty: 4006.875244
	Iteration 7Q: 3 clusters Score -376392.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -376563.656250 Penalty: 4006.875244
	Iteration 8Q: 3 clusters Score -376563.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -376766.937500 Penalty: 4006.875244
	Iteration 9Q: 3 clusters Score -376766.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -376974.031250 Penalty: 4006.875244
	Iteration 10Q: 3 clusters Score -376974 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -377168.156250 Penalty: 4006.875244
	Iteration 11Q: 3 clusters Score -377168.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -377308.156250 Penalty: 4006.875244
	Iteration 12Q: 3 clusters Score -377308.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -377396.281250 Penalty: 4006.875244
	Iteration 13Q: 3 clusters Score -377396.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -377445.375000 Penalty: 4006.875244
	Iteration 14Q: 3 clusters Score -377445.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -377487.937500 Penalty: 4006.875244
	Iteration 15Q: 3 clusters Score -377487.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -377517.593750 Penalty: 4006.875244
	Iteration 16Q: 3 clusters Score -377517.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -377545.937500 Penalty: 4006.875244
	Iteration 17Q: 3 clusters Score -377545.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -377561.812500 Penalty: 4006.875244
	Iteration 18Q: 3 clusters Score -377561.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -377580.125000 Penalty: 4006.875244
	Iteration 19Q: 3 clusters Score -377580.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -377597.625000 Penalty: 4006.875244
	Iteration 20F: 3 clusters Score -377597.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -377623.687500 Penalty: 4006.875244
	Iteration 21Q: 3 clusters Score -377623.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -377664.406250 Penalty: 4006.875244
	Iteration 22Q: 3 clusters Score -377664.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -377733.781250 Penalty: 4006.875244
	Iteration 23Q: 3 clusters Score -377733.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -377879.125000 Penalty: 4006.875244
	Iteration 24Q: 3 clusters Score -377879.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -378222.781250 Penalty: 4006.875244
	Iteration 25Q: 3 clusters Score -378222.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -378486.500000 Penalty: 4006.875244
	Iteration 26Q: 3 clusters Score -378486.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -378518.406250 Penalty: 4006.875244
	Iteration 27Q: 3 clusters Score -378518.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -378530.437500 Penalty: 4006.875244
	Iteration 28Q: 3 clusters Score -378530.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -378539.000000 Penalty: 4006.875244
	Iteration 29Q: 3 clusters Score -378539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -378541.875000 Penalty: 4006.875244
	Iteration 30Q: 3 clusters Score -378541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -378541.406250 Penalty: 4006.875244
	Iteration 31Q: 3 clusters Score -378541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -378541.406250 Penalty: 4006.875244
	Iteration 32F: 3 clusters Score -378541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141559 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 2354 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43355 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 44875 members 
Mstep: Class 15 contains 157155 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275762 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15065 members 
Mstep: Class 32 contains 870 members 
Entering Unmasked Estep 
Score: -157746704.000000 Penalty: 111509.140625
Splitting cluster 6 changes total score from -157748064.000000 to -157746704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Entering Unmasked Estep 
Score: -786458.562500 Penalty: 2172.047363
	Iteration 0F: 2 clusters Score -786458.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -781091.500000 Penalty: 4344.094727
	Iteration 0F: 3 clusters Score -781091.5 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -782459.500000 Penalty: 4344.094727
	Iteration 1F: 3 clusters Score -782459.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -782691.125000 Penalty: 4344.094727
	Iteration 2F: 3 clusters Score -782691.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -782823.500000 Penalty: 4344.094727
	Iteration 3Q: 3 clusters Score -782823.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -782933.187500 Penalty: 4344.094727
	Iteration 4Q: 3 clusters Score -782933.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -783040.875000 Penalty: 4344.094727
	Iteration 5Q: 3 clusters Score -783040.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -783140.937500 Penalty: 4344.094727
	Iteration 6Q: 3 clusters Score -783140.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -783230.250000 Penalty: 4344.094727
	Iteration 7Q: 3 clusters Score -783230.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -783337.437500 Penalty: 4344.094727
	Iteration 8Q: 3 clusters Score -783337.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -783442.062500 Penalty: 4344.094727
	Iteration 9Q: 3 clusters Score -783442.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -783555.312500 Penalty: 4344.094727
	Iteration 10Q: 3 clusters Score -783555.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -783669.937500 Penalty: 4344.094727
	Iteration 11Q: 3 clusters Score -783669.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -783782.625000 Penalty: 4344.094727
	Iteration 12Q: 3 clusters Score -783782.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -783896.875000 Penalty: 4344.094727
	Iteration 13Q: 3 clusters Score -783896.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -783984.062500 Penalty: 4344.094727
	Iteration 14Q: 3 clusters Score -783984.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -784067.875000 Penalty: 4344.094727
	Iteration 15Q: 3 clusters Score -784067.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -784145.375000 Penalty: 4344.094727
	Iteration 16Q: 3 clusters Score -784145.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -784211.250000 Penalty: 4344.094727
	Iteration 17Q: 3 clusters Score -784211.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -784270.937500 Penalty: 4344.094727
	Iteration 18Q: 3 clusters Score -784270.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -784320.750000 Penalty: 4344.094727
	Iteration 19Q: 3 clusters Score -784320.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -784351.625000 Penalty: 4344.094727
	Iteration 20F: 3 clusters Score -784351.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -784374.625000 Penalty: 4344.094727
	Iteration 21Q: 3 clusters Score -784374.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -784387.250000 Penalty: 4344.094727
	Iteration 22Q: 3 clusters Score -784387.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -784400.312500 Penalty: 4344.094727
	Iteration 23Q: 3 clusters Score -784400.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -784407.437500 Penalty: 4344.094727
	Iteration 24Q: 3 clusters Score -784407.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -784410.562500 Penalty: 4344.094727
	Iteration 25Q: 3 clusters Score -784410.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -784415.750000 Penalty: 4344.094727
	Iteration 26Q: 3 clusters Score -784415.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -784427.250000 Penalty: 4344.094727
	Iteration 27Q: 3 clusters Score -784427.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -784432.625000 Penalty: 4344.094727
	Iteration 28Q: 3 clusters Score -784432.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -784442.062500 Penalty: 4344.094727
	Iteration 29Q: 3 clusters Score -784442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -784446.250000 Penalty: 4344.094727
	Iteration 30Q: 3 clusters Score -784446.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -784453.187500 Penalty: 4344.094727
	Iteration 31Q: 3 clusters Score -784453.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -784458.687500 Penalty: 4344.094727
	Iteration 32Q: 3 clusters Score -784458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -784464.625000 Penalty: 4344.094727
	Iteration 33Q: 3 clusters Score -784464.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -784470.562500 Penalty: 4344.094727
	Iteration 34Q: 3 clusters Score -784470.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -784475.062500 Penalty: 4344.094727
	Iteration 35Q: 3 clusters Score -784475.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -784485.812500 Penalty: 4344.094727
	Iteration 36Q: 3 clusters Score -784485.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -784494.562500 Penalty: 4344.094727
	Iteration 37Q: 3 clusters Score -784494.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -784505.312500 Penalty: 4344.094727
	Iteration 38Q: 3 clusters Score -784505.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -784515.687500 Penalty: 4344.094727
	Iteration 39Q: 3 clusters Score -784515.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -784524.312500 Penalty: 4344.094727
	Iteration 40F: 3 clusters Score -784524.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -784533.500000 Penalty: 4344.094727
	Iteration 41Q: 3 clusters Score -784533.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -784538.187500 Penalty: 4344.094727
	Iteration 42Q: 3 clusters Score -784538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -784546.187500 Penalty: 4344.094727
	Iteration 43Q: 3 clusters Score -784546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -784549.437500 Penalty: 4344.094727
	Iteration 44Q: 3 clusters Score -784549.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -784552.125000 Penalty: 4344.094727
	Iteration 45Q: 3 clusters Score -784552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -784556.062500 Penalty: 4344.094727
	Iteration 46Q: 3 clusters Score -784556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -784563.187500 Penalty: 4344.094727
	Iteration 47Q: 3 clusters Score -784563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -784568.687500 Penalty: 4344.094727
	Iteration 48Q: 3 clusters Score -784568.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -784569.875000 Penalty: 4344.094727
	Iteration 49Q: 3 clusters Score -784569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -784570.062500 Penalty: 4344.094727
	Iteration 50Q: 3 clusters Score -784570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -784571.375000 Penalty: 4344.094727
	Iteration 51Q: 3 clusters Score -784571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -784574.812500 Penalty: 4344.094727
	Iteration 52Q: 3 clusters Score -784574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -784576.562500 Penalty: 4344.094727
	Iteration 53Q: 3 clusters Score -784576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -784579.375000 Penalty: 4344.094727
	Iteration 54Q: 3 clusters Score -784579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -784580.750000 Penalty: 4344.094727
	Iteration 55Q: 3 clusters Score -784580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -784582.375000 Penalty: 4344.094727
	Iteration 56Q: 3 clusters Score -784582.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -784582.375000 Penalty: 4344.094727
	Iteration 57F: 3 clusters Score -784582.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Entering Unmasked Estep 
Score: -5477999.000000 Penalty: 2647.939941
	Iteration 0F: 2 clusters Score -5477999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -5448863.000000 Penalty: 5295.879883
	Iteration 0F: 3 clusters Score -5448863 nChanged 19767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -5459787.000000 Penalty: 5295.879883
	Iteration 1F: 3 clusters Score -5459787 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -5460436.500000 Penalty: 5295.879883
	Iteration 2Q: 3 clusters Score -5460436 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -5461392.500000 Penalty: 5295.879883
	Iteration 3Q: 3 clusters Score -5461392 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -5462877.500000 Penalty: 5295.879883
	Iteration 4F: 3 clusters Score -5462878 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -5464823.500000 Penalty: 5295.879883
	Iteration 5F: 3 clusters Score -5464824 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -5466942.500000 Penalty: 5295.879883
	Iteration 6F: 3 clusters Score -5466942 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -5468772.500000 Penalty: 5295.879883
	Iteration 7F: 3 clusters Score -5468772 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -5470124.000000 Penalty: 5295.879883
	Iteration 8F: 3 clusters Score -5470124 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -5471049.000000 Penalty: 5295.879883
	Iteration 9Q: 3 clusters Score -5471049 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -5471555.000000 Penalty: 5295.879883
	Iteration 10Q: 3 clusters Score -5471555 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -5471909.500000 Penalty: 5295.879883
	Iteration 11Q: 3 clusters Score -5471910 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -5472150.500000 Penalty: 5295.879883
	Iteration 12Q: 3 clusters Score -5472150 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -5472373.500000 Penalty: 5295.879883
	Iteration 13Q: 3 clusters Score -5472374 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -5472568.500000 Penalty: 5295.879883
	Iteration 14Q: 3 clusters Score -5472568 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -5472745.000000 Penalty: 5295.879883
	Iteration 15Q: 3 clusters Score -5472745 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -5472966.500000 Penalty: 5295.879883
	Iteration 16Q: 3 clusters Score -5472966 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -5473138.000000 Penalty: 5295.879883
	Iteration 17Q: 3 clusters Score -5473138 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -5473299.500000 Penalty: 5295.879883
	Iteration 18Q: 3 clusters Score -5473300 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -5473504.000000 Penalty: 5295.879883
	Iteration 19Q: 3 clusters Score -5473504 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -5473688.500000 Penalty: 5295.879883
	Iteration 20F: 3 clusters Score -5473688 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -5473874.000000 Penalty: 5295.879883
	Iteration 21Q: 3 clusters Score -5473874 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -5474126.000000 Penalty: 5295.879883
	Iteration 22Q: 3 clusters Score -5474126 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -5474675.000000 Penalty: 5295.879883
	Iteration 23Q: 3 clusters Score -5474675 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -5475972.500000 Penalty: 5295.879883
	Iteration 24Q: 3 clusters Score -5475972 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -5476627.500000 Penalty: 5295.879883
	Iteration 25Q: 3 clusters Score -5476628 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -5476797.500000 Penalty: 5295.879883
	Iteration 26Q: 3 clusters Score -5476798 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -5476853.500000 Penalty: 5295.879883
	Iteration 27Q: 3 clusters Score -5476854 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -5476911.500000 Penalty: 5295.879883
	Iteration 28Q: 3 clusters Score -5476912 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -5476952.500000 Penalty: 5295.879883
	Iteration 29Q: 3 clusters Score -5476952 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -5476978.500000 Penalty: 5295.879883
	Iteration 30Q: 3 clusters Score -5476978 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -5477025.500000 Penalty: 5295.879883
	Iteration 31Q: 3 clusters Score -5477026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -5477025.000000 Penalty: 5295.879883
	Iteration 32Q: 3 clusters Score -5477025 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -5477036.500000 Penalty: 5295.879883
	Iteration 33Q: 3 clusters Score -5477036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -5477049.500000 Penalty: 5295.879883
	Iteration 34Q: 3 clusters Score -5477050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -5477073.000000 Penalty: 5295.879883
	Iteration 35Q: 3 clusters Score -5477073 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -5477093.000000 Penalty: 5295.879883
	Iteration 36Q: 3 clusters Score -5477093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -5477089.500000 Penalty: 5295.879883
	Iteration 37Q: 3 clusters Score -5477090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -5477110.000000 Penalty: 5295.879883
	Iteration 38Q: 3 clusters Score -5477110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5477105.000000 Penalty: 5295.879883
	Iteration 39Q: 3 clusters Score -5477105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -5477123.500000 Penalty: 5295.879883
	Iteration 40F: 3 clusters Score -5477124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -5477128.000000 Penalty: 5295.879883
	Iteration 41Q: 3 clusters Score -5477128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -5477126.000000 Penalty: 5295.879883
	Iteration 42Q: 3 clusters Score -5477126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -5477132.000000 Penalty: 5295.879883
	Iteration 43Q: 3 clusters Score -5477132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -5477127.500000 Penalty: 5295.879883
	Iteration 44Q: 3 clusters Score -5477128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -5477127.500000 Penalty: 5295.879883
	Iteration 45Q: 3 clusters Score -5477128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -5477130.500000 Penalty: 5295.879883
	Iteration 46Q: 3 clusters Score -5477130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -5477132.500000 Penalty: 5295.879883
	Iteration 47Q: 3 clusters Score -5477132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -5477138.500000 Penalty: 5295.879883
	Iteration 48Q: 3 clusters Score -5477138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -5477131.000000 Penalty: 5295.879883
	Iteration 49Q: 3 clusters Score -5477131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -5477131.000000 Penalty: 5295.879883
	Iteration 50Q: 3 clusters Score -5477131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -5477127.000000 Penalty: 5295.879883
	Iteration 51Q: 3 clusters Score -5477127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -5477133.000000 Penalty: 5295.879883
	Iteration 52Q: 3 clusters Score -5477133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -5477132.000000 Penalty: 5295.879883
	Iteration 53Q: 3 clusters Score -5477132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -5477129.000000 Penalty: 5295.879883
	Iteration 54Q: 3 clusters Score -5477129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -5477129.500000 Penalty: 5295.879883
	Iteration 55Q: 3 clusters Score -5477130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -5477130.000000 Penalty: 5295.879883
	Iteration 56Q: 3 clusters Score -5477130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -5477124.000000 Penalty: 5295.879883
	Iteration 57Q: 3 clusters Score -5477124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -5477129.500000 Penalty: 5295.879883
	Iteration 58Q: 3 clusters Score -5477130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -5477132.000000 Penalty: 5295.879883
	Iteration 59Q: 3 clusters Score -5477132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -5477132.500000 Penalty: 5295.879883
	Iteration 60F: 3 clusters Score -5477132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Entering Unmasked Estep 
Score: -4252853.000000 Penalty: 2578.393799
	Iteration 0F: 2 clusters Score -4252853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -4230629.000000 Penalty: 5156.787598
	Iteration 0F: 3 clusters Score -4230629 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -4238569.500000 Penalty: 5156.787598
	Iteration 1F: 3 clusters Score -4238570 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -4238988.500000 Penalty: 5156.787598
	Iteration 2Q: 3 clusters Score -4238988 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -4239389.500000 Penalty: 5156.787598
	Iteration 3Q: 3 clusters Score -4239390 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -4239757.000000 Penalty: 5156.787598
	Iteration 4Q: 3 clusters Score -4239757 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -4240224.500000 Penalty: 5156.787598
	Iteration 5Q: 3 clusters Score -4240224 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -4240796.500000 Penalty: 5156.787598
	Iteration 6Q: 3 clusters Score -4240796 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -4241563.500000 Penalty: 5156.787598
	Iteration 7Q: 3 clusters Score -4241564 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -4242594.500000 Penalty: 5156.787598
	Iteration 8F: 3 clusters Score -4242594 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -4243992.500000 Penalty: 5156.787598
	Iteration 9F: 3 clusters Score -4243992 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -4245567.000000 Penalty: 5156.787598
	Iteration 10F: 3 clusters Score -4245567 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -4247140.000000 Penalty: 5156.787598
	Iteration 11F: 3 clusters Score -4247140 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4248559.000000 Penalty: 5156.787598
	Iteration 12Q: 3 clusters Score -4248559 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4249461.500000 Penalty: 5156.787598
	Iteration 13Q: 3 clusters Score -4249462 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4249976.500000 Penalty: 5156.787598
	Iteration 14Q: 3 clusters Score -4249976 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4250245.000000 Penalty: 5156.787598
	Iteration 15Q: 3 clusters Score -4250245 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4250391.000000 Penalty: 5156.787598
	Iteration 16Q: 3 clusters Score -4250391 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4250474.500000 Penalty: 5156.787598
	Iteration 17Q: 3 clusters Score -4250474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4250526.500000 Penalty: 5156.787598
	Iteration 18Q: 3 clusters Score -4250526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4250548.500000 Penalty: 5156.787598
	Iteration 19Q: 3 clusters Score -4250548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4250568.500000 Penalty: 5156.787598
	Iteration 20F: 3 clusters Score -4250568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4250576.000000 Penalty: 5156.787598
	Iteration 21Q: 3 clusters Score -4250576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4250585.000000 Penalty: 5156.787598
	Iteration 22Q: 3 clusters Score -4250585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4250593.500000 Penalty: 5156.787598
	Iteration 23Q: 3 clusters Score -4250594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4250611.000000 Penalty: 5156.787598
	Iteration 24Q: 3 clusters Score -4250611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4250610.000000 Penalty: 5156.787598
	Iteration 25Q: 3 clusters Score -4250610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4250618.000000 Penalty: 5156.787598
	Iteration 26Q: 3 clusters Score -4250618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4250626.000000 Penalty: 5156.787598
	Iteration 27Q: 3 clusters Score -4250626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4250628.500000 Penalty: 5156.787598
	Iteration 28Q: 3 clusters Score -4250628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4250636.500000 Penalty: 5156.787598
	Iteration 29Q: 3 clusters Score -4250636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4250636.500000 Penalty: 5156.787598
	Iteration 30F: 3 clusters Score -4250636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Entering Unmasked Estep 
Score: -688795.562500 Penalty: 2132.861084
	Iteration 0F: 2 clusters Score -688795.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -684015.187500 Penalty: 4265.722168
	Iteration 0F: 3 clusters Score -684015.2 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -685239.812500 Penalty: 4265.722168
	Iteration 1F: 3 clusters Score -685239.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -685462.687500 Penalty: 4265.722168
	Iteration 2F: 3 clusters Score -685462.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -685618.375000 Penalty: 4265.722168
	Iteration 3F: 3 clusters Score -685618.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -685736.125000 Penalty: 4265.722168
	Iteration 4Q: 3 clusters Score -685736.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -685829.625000 Penalty: 4265.722168
	Iteration 5Q: 3 clusters Score -685829.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -685907.437500 Penalty: 4265.722168
	Iteration 6Q: 3 clusters Score -685907.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -685980.312500 Penalty: 4265.722168
	Iteration 7Q: 3 clusters Score -685980.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -686045.312500 Penalty: 4265.722168
	Iteration 8Q: 3 clusters Score -686045.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -686103.062500 Penalty: 4265.722168
	Iteration 9Q: 3 clusters Score -686103.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -686156.937500 Penalty: 4265.722168
	Iteration 10Q: 3 clusters Score -686156.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -686197.687500 Penalty: 4265.722168
	Iteration 11Q: 3 clusters Score -686197.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -686232.750000 Penalty: 4265.722168
	Iteration 12Q: 3 clusters Score -686232.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -686270.000000 Penalty: 4265.722168
	Iteration 13Q: 3 clusters Score -686270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -686295.750000 Penalty: 4265.722168
	Iteration 14Q: 3 clusters Score -686295.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -686327.000000 Penalty: 4265.722168
	Iteration 15Q: 3 clusters Score -686327 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -686356.750000 Penalty: 4265.722168
	Iteration 16Q: 3 clusters Score -686356.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -686379.000000 Penalty: 4265.722168
	Iteration 17Q: 3 clusters Score -686379 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -686397.125000 Penalty: 4265.722168
	Iteration 18Q: 3 clusters Score -686397.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -686411.875000 Penalty: 4265.722168
	Iteration 19Q: 3 clusters Score -686411.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -686422.125000 Penalty: 4265.722168
	Iteration 20F: 3 clusters Score -686422.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -686430.250000 Penalty: 4265.722168
	Iteration 21Q: 3 clusters Score -686430.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -686440.812500 Penalty: 4265.722168
	Iteration 22Q: 3 clusters Score -686440.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -686449.312500 Penalty: 4265.722168
	Iteration 23Q: 3 clusters Score -686449.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -686456.250000 Penalty: 4265.722168
	Iteration 24Q: 3 clusters Score -686456.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -686462.875000 Penalty: 4265.722168
	Iteration 25Q: 3 clusters Score -686462.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -686470.750000 Penalty: 4265.722168
	Iteration 26Q: 3 clusters Score -686470.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -686476.562500 Penalty: 4265.722168
	Iteration 27Q: 3 clusters Score -686476.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -686480.875000 Penalty: 4265.722168
	Iteration 28Q: 3 clusters Score -686480.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -686483.500000 Penalty: 4265.722168
	Iteration 29Q: 3 clusters Score -686483.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -686486.687500 Penalty: 4265.722168
	Iteration 30Q: 3 clusters Score -686486.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -686490.562500 Penalty: 4265.722168
	Iteration 31Q: 3 clusters Score -686490.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -686492.125000 Penalty: 4265.722168
	Iteration 32Q: 3 clusters Score -686492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -686492.750000 Penalty: 4265.722168
	Iteration 33Q: 3 clusters Score -686492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -686493.125000 Penalty: 4265.722168
	Iteration 34Q: 3 clusters Score -686493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -686494.000000 Penalty: 4265.722168
	Iteration 35Q: 3 clusters Score -686494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -686494.000000 Penalty: 4265.722168
	Iteration 36F: 3 clusters Score -686494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Entering Unmasked Estep 
Score: -1639493.000000 Penalty: 2338.788818
	Iteration 0F: 2 clusters Score -1639493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1630239.750000 Penalty: 4677.577637
	Iteration 0F: 3 clusters Score -1630240 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1632987.875000 Penalty: 4677.577637
	Iteration 1F: 3 clusters Score -1632988 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1633292.000000 Penalty: 4677.577637
	Iteration 2F: 3 clusters Score -1633292 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1633494.125000 Penalty: 4677.577637
	Iteration 3Q: 3 clusters Score -1633494 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1633632.250000 Penalty: 4677.577637
	Iteration 4Q: 3 clusters Score -1633632 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1633729.500000 Penalty: 4677.577637
	Iteration 5Q: 3 clusters Score -1633730 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1633809.375000 Penalty: 4677.577637
	Iteration 6Q: 3 clusters Score -1633809 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1633887.750000 Penalty: 4677.577637
	Iteration 7Q: 3 clusters Score -1633888 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1633965.625000 Penalty: 4677.577637
	Iteration 8Q: 3 clusters Score -1633966 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1634040.250000 Penalty: 4677.577637
	Iteration 9Q: 3 clusters Score -1634040 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1634125.250000 Penalty: 4677.577637
	Iteration 10Q: 3 clusters Score -1634125 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1634235.875000 Penalty: 4677.577637
	Iteration 11Q: 3 clusters Score -1634236 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1634365.250000 Penalty: 4677.577637
	Iteration 12Q: 3 clusters Score -1634365 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1634521.250000 Penalty: 4677.577637
	Iteration 13Q: 3 clusters Score -1634521 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1634737.375000 Penalty: 4677.577637
	Iteration 14Q: 3 clusters Score -1634737 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1635032.875000 Penalty: 4677.577637
	Iteration 15Q: 3 clusters Score -1635033 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1635373.500000 Penalty: 4677.577637
	Iteration 16Q: 3 clusters Score -1635374 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1635742.250000 Penalty: 4677.577637
	Iteration 17Q: 3 clusters Score -1635742 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1636117.000000 Penalty: 4677.577637
	Iteration 18Q: 3 clusters Score -1636117 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1636454.500000 Penalty: 4677.577637
	Iteration 19Q: 3 clusters Score -1636454 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1636722.500000 Penalty: 4677.577637
	Iteration 20F: 3 clusters Score -1636722 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1636923.250000 Penalty: 4677.577637
	Iteration 21Q: 3 clusters Score -1636923 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1637070.500000 Penalty: 4677.577637
	Iteration 22Q: 3 clusters Score -1637070 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1637183.875000 Penalty: 4677.577637
	Iteration 23Q: 3 clusters Score -1637184 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1637271.000000 Penalty: 4677.577637
	Iteration 24Q: 3 clusters Score -1637271 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1637326.625000 Penalty: 4677.577637
	Iteration 25Q: 3 clusters Score -1637327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1637356.750000 Penalty: 4677.577637
	Iteration 26Q: 3 clusters Score -1637357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1637387.875000 Penalty: 4677.577637
	Iteration 27Q: 3 clusters Score -1637388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1637409.375000 Penalty: 4677.577637
	Iteration 28Q: 3 clusters Score -1637409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1637429.500000 Penalty: 4677.577637
	Iteration 29Q: 3 clusters Score -1637430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1637449.000000 Penalty: 4677.577637
	Iteration 30Q: 3 clusters Score -1637449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1637460.500000 Penalty: 4677.577637
	Iteration 31Q: 3 clusters Score -1637460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1637467.000000 Penalty: 4677.577637
	Iteration 32Q: 3 clusters Score -1637467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1637472.000000 Penalty: 4677.577637
	Iteration 33Q: 3 clusters Score -1637472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1637476.875000 Penalty: 4677.577637
	Iteration 34Q: 3 clusters Score -1637477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1637478.500000 Penalty: 4677.577637
	Iteration 35Q: 3 clusters Score -1637478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1637479.125000 Penalty: 4677.577637
	Iteration 36Q: 3 clusters Score -1637479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1637485.375000 Penalty: 4677.577637
	Iteration 37Q: 3 clusters Score -1637485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1637490.750000 Penalty: 4677.577637
	Iteration 38Q: 3 clusters Score -1637491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1637493.875000 Penalty: 4677.577637
	Iteration 39Q: 3 clusters Score -1637494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1637497.500000 Penalty: 4677.577637
	Iteration 40F: 3 clusters Score -1637498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1637498.375000 Penalty: 4677.577637
	Iteration 41Q: 3 clusters Score -1637498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1637499.375000 Penalty: 4677.577637
	Iteration 42Q: 3 clusters Score -1637499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1637503.250000 Penalty: 4677.577637
	Iteration 43Q: 3 clusters Score -1637503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1637502.250000 Penalty: 4677.577637
	Iteration 44Q: 3 clusters Score -1637502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1637502.250000 Penalty: 4677.577637
	Iteration 45F: 3 clusters Score -1637502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Entering Unmasked Estep 
Score: -7131240.000000 Penalty: 2706.002441
	Iteration 0F: 2 clusters Score -7131240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -7094420.500000 Penalty: 5412.004883
	Iteration 0F: 3 clusters Score -7094420 nChanged 25397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -7108478.000000 Penalty: 5412.004883
	Iteration 1F: 3 clusters Score -7108478 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -7109088.500000 Penalty: 5412.004883
	Iteration 2Q: 3 clusters Score -7109088 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -7109733.000000 Penalty: 5412.004883
	Iteration 3Q: 3 clusters Score -7109733 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -7110518.500000 Penalty: 5412.004883
	Iteration 4Q: 3 clusters Score -7110518 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -7111553.000000 Penalty: 5412.004883
	Iteration 5Q: 3 clusters Score -7111553 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -7113089.000000 Penalty: 5412.004883
	Iteration 6F: 3 clusters Score -7113089 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -7115139.000000 Penalty: 5412.004883
	Iteration 7F: 3 clusters Score -7115139 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -7118009.000000 Penalty: 5412.004883
	Iteration 8F: 3 clusters Score -7118009 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -7121131.000000 Penalty: 5412.004883
	Iteration 9F: 3 clusters Score -7121131 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -7123826.000000 Penalty: 5412.004883
	Iteration 10F: 3 clusters Score -7123826 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -7125832.000000 Penalty: 5412.004883
	Iteration 11Q: 3 clusters Score -7125832 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -7127083.000000 Penalty: 5412.004883
	Iteration 12Q: 3 clusters Score -7127083 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -7127823.500000 Penalty: 5412.004883
	Iteration 13Q: 3 clusters Score -7127824 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7128302.500000 Penalty: 5412.004883
	Iteration 14Q: 3 clusters Score -7128302 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7128651.500000 Penalty: 5412.004883
	Iteration 15Q: 3 clusters Score -7128652 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7128885.000000 Penalty: 5412.004883
	Iteration 16Q: 3 clusters Score -7128885 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -7129022.000000 Penalty: 5412.004883
	Iteration 17Q: 3 clusters Score -7129022 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7129154.500000 Penalty: 5412.004883
	Iteration 18Q: 3 clusters Score -7129154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7129230.500000 Penalty: 5412.004883
	Iteration 19Q: 3 clusters Score -7129230 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7129255.000000 Penalty: 5412.004883
	Iteration 20F: 3 clusters Score -7129255 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7129273.000000 Penalty: 5412.004883
	Iteration 21Q: 3 clusters Score -7129273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7129292.500000 Penalty: 5412.004883
	Iteration 22Q: 3 clusters Score -7129292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7129293.000000 Penalty: 5412.004883
	Iteration 23Q: 3 clusters Score -7129293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7129307.000000 Penalty: 5412.004883
	Iteration 24Q: 3 clusters Score -7129307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7129297.500000 Penalty: 5412.004883
	Iteration 25Q: 3 clusters Score -7129298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7129307.500000 Penalty: 5412.004883
	Iteration 26Q: 3 clusters Score -7129308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7129306.500000 Penalty: 5412.004883
	Iteration 27Q: 3 clusters Score -7129306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7129305.500000 Penalty: 5412.004883
	Iteration 28Q: 3 clusters Score -7129306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7129299.500000 Penalty: 5412.004883
	Iteration 29Q: 3 clusters Score -7129300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7129305.000000 Penalty: 5412.004883
	Iteration 30Q: 3 clusters Score -7129305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7129305.500000 Penalty: 5412.004883
	Iteration 31Q: 3 clusters Score -7129306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7129312.000000 Penalty: 5412.004883
	Iteration 32Q: 3 clusters Score -7129312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7129322.500000 Penalty: 5412.004883
	Iteration 33Q: 3 clusters Score -7129322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7129318.000000 Penalty: 5412.004883
	Iteration 34Q: 3 clusters Score -7129318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7129318.000000 Penalty: 5412.004883
	Iteration 35F: 3 clusters Score -7129318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Entering Unmasked Estep 
Score: -1518256.250000 Penalty: 2328.095459
	Iteration 0F: 2 clusters Score -1518256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1509413.625000 Penalty: 4656.190918
	Iteration 0F: 3 clusters Score -1509414 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1511959.750000 Penalty: 4656.190918
	Iteration 1F: 3 clusters Score -1511960 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1512238.750000 Penalty: 4656.190918
	Iteration 2F: 3 clusters Score -1512239 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1512423.750000 Penalty: 4656.190918
	Iteration 3Q: 3 clusters Score -1512424 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1512562.375000 Penalty: 4656.190918
	Iteration 4Q: 3 clusters Score -1512562 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1512670.125000 Penalty: 4656.190918
	Iteration 5Q: 3 clusters Score -1512670 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1512760.375000 Penalty: 4656.190918
	Iteration 6Q: 3 clusters Score -1512760 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1512848.625000 Penalty: 4656.190918
	Iteration 7Q: 3 clusters Score -1512849 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1512949.250000 Penalty: 4656.190918
	Iteration 8Q: 3 clusters Score -1512949 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1513074.000000 Penalty: 4656.190918
	Iteration 9Q: 3 clusters Score -1513074 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1513233.250000 Penalty: 4656.190918
	Iteration 10Q: 3 clusters Score -1513233 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1513408.250000 Penalty: 4656.190918
	Iteration 11Q: 3 clusters Score -1513408 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1513635.875000 Penalty: 4656.190918
	Iteration 12Q: 3 clusters Score -1513636 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1513919.875000 Penalty: 4656.190918
	Iteration 13Q: 3 clusters Score -1513920 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1514271.125000 Penalty: 4656.190918
	Iteration 14Q: 3 clusters Score -1514271 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1514643.750000 Penalty: 4656.190918
	Iteration 15Q: 3 clusters Score -1514644 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1514974.250000 Penalty: 4656.190918
	Iteration 16Q: 3 clusters Score -1514974 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1515243.875000 Penalty: 4656.190918
	Iteration 17Q: 3 clusters Score -1515244 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1515457.000000 Penalty: 4656.190918
	Iteration 18Q: 3 clusters Score -1515457 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1515620.375000 Penalty: 4656.190918
	Iteration 19Q: 3 clusters Score -1515620 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1515736.125000 Penalty: 4656.190918
	Iteration 20F: 3 clusters Score -1515736 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1515838.000000 Penalty: 4656.190918
	Iteration 21Q: 3 clusters Score -1515838 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1515926.250000 Penalty: 4656.190918
	Iteration 22Q: 3 clusters Score -1515926 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1516010.875000 Penalty: 4656.190918
	Iteration 23Q: 3 clusters Score -1516011 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1516079.375000 Penalty: 4656.190918
	Iteration 24Q: 3 clusters Score -1516079 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1516133.250000 Penalty: 4656.190918
	Iteration 25Q: 3 clusters Score -1516133 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1516174.375000 Penalty: 4656.190918
	Iteration 26Q: 3 clusters Score -1516174 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1516223.125000 Penalty: 4656.190918
	Iteration 27Q: 3 clusters Score -1516223 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1516265.375000 Penalty: 4656.190918
	Iteration 28Q: 3 clusters Score -1516265 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1516298.750000 Penalty: 4656.190918
	Iteration 29Q: 3 clusters Score -1516299 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1516333.500000 Penalty: 4656.190918
	Iteration 30Q: 3 clusters Score -1516334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1516363.625000 Penalty: 4656.190918
	Iteration 31Q: 3 clusters Score -1516364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1516381.125000 Penalty: 4656.190918
	Iteration 32Q: 3 clusters Score -1516381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1516395.000000 Penalty: 4656.190918
	Iteration 33Q: 3 clusters Score -1516395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1516402.000000 Penalty: 4656.190918
	Iteration 34Q: 3 clusters Score -1516402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1516412.750000 Penalty: 4656.190918
	Iteration 35Q: 3 clusters Score -1516413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1516424.625000 Penalty: 4656.190918
	Iteration 36Q: 3 clusters Score -1516425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1516429.875000 Penalty: 4656.190918
	Iteration 37Q: 3 clusters Score -1516430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1516436.500000 Penalty: 4656.190918
	Iteration 38Q: 3 clusters Score -1516436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1516442.125000 Penalty: 4656.190918
	Iteration 39Q: 3 clusters Score -1516442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1516449.625000 Penalty: 4656.190918
	Iteration 40F: 3 clusters Score -1516450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1516448.750000 Penalty: 4656.190918
	Iteration 41Q: 3 clusters Score -1516449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1516454.125000 Penalty: 4656.190918
	Iteration 42Q: 3 clusters Score -1516454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1516459.125000 Penalty: 4656.190918
	Iteration 43Q: 3 clusters Score -1516459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1516459.625000 Penalty: 4656.190918
	Iteration 44Q: 3 clusters Score -1516460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1516467.500000 Penalty: 4656.190918
	Iteration 45Q: 3 clusters Score -1516468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1516471.375000 Penalty: 4656.190918
	Iteration 46Q: 3 clusters Score -1516471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1516475.625000 Penalty: 4656.190918
	Iteration 47Q: 3 clusters Score -1516476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1516479.375000 Penalty: 4656.190918
	Iteration 48Q: 3 clusters Score -1516479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1516481.500000 Penalty: 4656.190918
	Iteration 49Q: 3 clusters Score -1516482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1516482.250000 Penalty: 4656.190918
	Iteration 50Q: 3 clusters Score -1516482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1516482.750000 Penalty: 4656.190918
	Iteration 51Q: 3 clusters Score -1516483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1516487.625000 Penalty: 4656.190918
	Iteration 52Q: 3 clusters Score -1516488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1516488.875000 Penalty: 4656.190918
	Iteration 53Q: 3 clusters Score -1516489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1516492.250000 Penalty: 4656.190918
	Iteration 54Q: 3 clusters Score -1516492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1516492.375000 Penalty: 4656.190918
	Iteration 55Q: 3 clusters Score -1516492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1516498.875000 Penalty: 4656.190918
	Iteration 56Q: 3 clusters Score -1516499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1516502.625000 Penalty: 4656.190918
	Iteration 57Q: 3 clusters Score -1516503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1516499.000000 Penalty: 4656.190918
	Iteration 58Q: 3 clusters Score -1516499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1516500.875000 Penalty: 4656.190918
	Iteration 59Q: 3 clusters Score -1516501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1516503.125000 Penalty: 4656.190918
	Iteration 60F: 3 clusters Score -1516503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1516503.750000 Penalty: 4656.190918
	Iteration 61Q: 3 clusters Score -1516504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1516502.625000 Penalty: 4656.190918
	Iteration 62Q: 3 clusters Score -1516503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1516504.250000 Penalty: 4656.190918
	Iteration 63Q: 3 clusters Score -1516504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1516503.125000 Penalty: 4656.190918
	Iteration 64Q: 3 clusters Score -1516503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1516506.250000 Penalty: 4656.190918
	Iteration 65Q: 3 clusters Score -1516506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1516504.750000 Penalty: 4656.190918
	Iteration 66Q: 3 clusters Score -1516505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1516504.750000 Penalty: 4656.190918
	Iteration 67F: 3 clusters Score -1516505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Entering Unmasked Estep 
Score: -5884179.000000 Penalty: 2656.485840
	Iteration 0F: 2 clusters Score -5884179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5853741.000000 Penalty: 5312.971680
	Iteration 0F: 3 clusters Score -5853741 nChanged 20713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -5865147.500000 Penalty: 5312.971680
	Iteration 1F: 3 clusters Score -5865148 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -5865651.000000 Penalty: 5312.971680
	Iteration 2Q: 3 clusters Score -5865651 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -5866156.000000 Penalty: 5312.971680
	Iteration 3Q: 3 clusters Score -5866156 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -5866745.500000 Penalty: 5312.971680
	Iteration 4Q: 3 clusters Score -5866746 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -5867605.000000 Penalty: 5312.971680
	Iteration 5Q: 3 clusters Score -5867605 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -5868952.500000 Penalty: 5312.971680
	Iteration 6F: 3 clusters Score -5868952 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -5871198.000000 Penalty: 5312.971680
	Iteration 7F: 3 clusters Score -5871198 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -5874240.000000 Penalty: 5312.971680
	Iteration 8F: 3 clusters Score -5874240 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -5877230.000000 Penalty: 5312.971680
	Iteration 9F: 3 clusters Score -5877230 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -5879484.500000 Penalty: 5312.971680
	Iteration 10Q: 3 clusters Score -5879484 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -5880707.000000 Penalty: 5312.971680
	Iteration 11Q: 3 clusters Score -5880707 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -5881352.000000 Penalty: 5312.971680
	Iteration 12Q: 3 clusters Score -5881352 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -5881644.000000 Penalty: 5312.971680
	Iteration 13Q: 3 clusters Score -5881644 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -5881803.500000 Penalty: 5312.971680
	Iteration 14Q: 3 clusters Score -5881804 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -5881878.500000 Penalty: 5312.971680
	Iteration 15Q: 3 clusters Score -5881878 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -5881920.000000 Penalty: 5312.971680
	Iteration 16Q: 3 clusters Score -5881920 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -5881959.500000 Penalty: 5312.971680
	Iteration 17Q: 3 clusters Score -5881960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -5881988.500000 Penalty: 5312.971680
	Iteration 18Q: 3 clusters Score -5881988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -5881990.500000 Penalty: 5312.971680
	Iteration 19Q: 3 clusters Score -5881990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -5882003.000000 Penalty: 5312.971680
	Iteration 20F: 3 clusters Score -5882003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -5882013.000000 Penalty: 5312.971680
	Iteration 21Q: 3 clusters Score -5882013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -5882034.500000 Penalty: 5312.971680
	Iteration 22Q: 3 clusters Score -5882034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -5882046.500000 Penalty: 5312.971680
	Iteration 23Q: 3 clusters Score -5882046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -5882053.500000 Penalty: 5312.971680
	Iteration 24Q: 3 clusters Score -5882054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -5882050.500000 Penalty: 5312.971680
	Iteration 25Q: 3 clusters Score -5882050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -5882049.000000 Penalty: 5312.971680
	Iteration 26Q: 3 clusters Score -5882049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -5882055.500000 Penalty: 5312.971680
	Iteration 27Q: 3 clusters Score -5882056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -5882061.000000 Penalty: 5312.971680
	Iteration 28Q: 3 clusters Score -5882061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -5882055.500000 Penalty: 5312.971680
	Iteration 29Q: 3 clusters Score -5882056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -5882057.500000 Penalty: 5312.971680
	Iteration 30Q: 3 clusters Score -5882058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -5882064.500000 Penalty: 5312.971680
	Iteration 31Q: 3 clusters Score -5882064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -5882063.000000 Penalty: 5312.971680
	Iteration 32Q: 3 clusters Score -5882063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -5882066.500000 Penalty: 5312.971680
	Iteration 33Q: 3 clusters Score -5882066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -5882067.500000 Penalty: 5312.971680
	Iteration 34Q: 3 clusters Score -5882068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -5882064.500000 Penalty: 5312.971680
	Iteration 35Q: 3 clusters Score -5882064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -5882064.000000 Penalty: 5312.971680
	Iteration 36Q: 3 clusters Score -5882064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -5882064.000000 Penalty: 5312.971680
	Iteration 37Q: 3 clusters Score -5882064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -5882064.000000 Penalty: 5312.971680
	Iteration 38F: 3 clusters Score -5882064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157155 members 
Entering Unmasked Estep 
Score: -20326838.000000 Penalty: 2967.316895
	Iteration 0F: 2 clusters Score -2.032684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78739 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -20224468.000000 Penalty: 5934.633789
	Iteration 0F: 3 clusters Score -2.022447e+07 nChanged 75159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81442 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -20268762.000000 Penalty: 5934.633789
	Iteration 1F: 3 clusters Score -2.026876e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83130 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -20270566.000000 Penalty: 5934.633789
	Iteration 2Q: 3 clusters Score -2.027057e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
Score: -20272896.000000 Penalty: 5934.633789
	Iteration 3Q: 3 clusters Score -2.02729e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89496 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -20276836.000000 Penalty: 5934.633789
	Iteration 4Q: 3 clusters Score -2.027684e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -20283048.000000 Penalty: 5934.633789
	Iteration 5F: 3 clusters Score -2.028305e+07 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100396 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -20291250.000000 Penalty: 5934.633789
	Iteration 6F: 3 clusters Score -2.029125e+07 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106372 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -20299566.000000 Penalty: 5934.633789
	Iteration 7F: 3 clusters Score -2.029957e+07 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111013 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -20306058.000000 Penalty: 5934.633789
	Iteration 8F: 3 clusters Score -2.030606e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114333 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -20310306.000000 Penalty: 5934.633789
	Iteration 9Q: 3 clusters Score -2.031031e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116757 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -20312558.000000 Penalty: 5934.633789
	Iteration 10Q: 3 clusters Score -2.031256e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118782 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -20313834.000000 Penalty: 5934.633789
	Iteration 11Q: 3 clusters Score -2.031383e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120642 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -20314684.000000 Penalty: 5934.633789
	Iteration 12Q: 3 clusters Score -2.031468e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122494 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -20315356.000000 Penalty: 5934.633789
	Iteration 13Q: 3 clusters Score -2.031536e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124367 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -20315848.000000 Penalty: 5934.633789
	Iteration 14Q: 3 clusters Score -2.031585e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126264 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -20316456.000000 Penalty: 5934.633789
	Iteration 15Q: 3 clusters Score -2.031646e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128167 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -20317166.000000 Penalty: 5934.633789
	Iteration 16Q: 3 clusters Score -2.031717e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130025 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -20317844.000000 Penalty: 5934.633789
	Iteration 17Q: 3 clusters Score -2.031784e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131871 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -20318640.000000 Penalty: 5934.633789
	Iteration 18Q: 3 clusters Score -2.031864e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133654 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -20319454.000000 Penalty: 5934.633789
	Iteration 19Q: 3 clusters Score -2.031945e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135355 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -20320466.000000 Penalty: 5934.633789
	Iteration 20F: 3 clusters Score -2.032047e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137009 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -20321464.000000 Penalty: 5934.633789
	Iteration 21Q: 3 clusters Score -2.032146e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138461 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -20322760.000000 Penalty: 5934.633789
	Iteration 22Q: 3 clusters Score -2.032276e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139635 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -20324180.000000 Penalty: 5934.633789
	Iteration 23Q: 3 clusters Score -2.032418e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140516 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -20325416.000000 Penalty: 5934.633789
	Iteration 24Q: 3 clusters Score -2.032542e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141113 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -20326114.000000 Penalty: 5934.633789
	Iteration 25Q: 3 clusters Score -2.032611e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141490 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -20326578.000000 Penalty: 5934.633789
	Iteration 26Q: 3 clusters Score -2.032658e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141758 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -20326712.000000 Penalty: 5934.633789
	Iteration 27Q: 3 clusters Score -2.032671e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141934 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -20326814.000000 Penalty: 5934.633789
	Iteration 28Q: 3 clusters Score -2.032681e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142068 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -20326822.000000 Penalty: 5934.633789
	Iteration 29Q: 3 clusters Score -2.032682e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142173 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -20326828.000000 Penalty: 5934.633789
	Iteration 30Q: 3 clusters Score -2.032683e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142256 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -20326848.000000 Penalty: 5934.633789
	Iteration 31Q: 3 clusters Score -2.032685e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142347 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -20326852.000000 Penalty: 5934.633789
	Iteration 32Q: 3 clusters Score -2.032685e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142413 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -20326856.000000 Penalty: 5934.633789
	Iteration 33Q: 3 clusters Score -2.032686e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142465 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -20326874.000000 Penalty: 5934.633789
	Iteration 34Q: 3 clusters Score -2.032687e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142503 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -20326880.000000 Penalty: 5934.633789
	Iteration 35Q: 3 clusters Score -2.032688e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142555 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -20326848.000000 Penalty: 5934.633789
	Iteration 36Q: 3 clusters Score -2.032685e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142599 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -20326882.000000 Penalty: 5934.633789
	Iteration 37Q: 3 clusters Score -2.032688e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142633 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -20326884.000000 Penalty: 5934.633789
	Iteration 38Q: 3 clusters Score -2.032688e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142666 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -20326898.000000 Penalty: 5934.633789
	Iteration 39Q: 3 clusters Score -2.03269e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142699 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -20326900.000000 Penalty: 5934.633789
	Iteration 40F: 3 clusters Score -2.03269e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142721 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -20326880.000000 Penalty: 5934.633789
	Iteration 41Q: 3 clusters Score -2.032688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142743 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -20326894.000000 Penalty: 5934.633789
	Iteration 42Q: 3 clusters Score -2.032689e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142755 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -20326890.000000 Penalty: 5934.633789
	Iteration 43Q: 3 clusters Score -2.032689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142762 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -20326880.000000 Penalty: 5934.633789
	Iteration 44Q: 3 clusters Score -2.032688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142761 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -20326868.000000 Penalty: 5934.633789
	Iteration 45Q: 3 clusters Score -2.032687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142767 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -20326892.000000 Penalty: 5934.633789
	Iteration 46Q: 3 clusters Score -2.032689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142779 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -20326892.000000 Penalty: 5934.633789
	Iteration 47Q: 3 clusters Score -2.032689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142790 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -20326906.000000 Penalty: 5934.633789
	Iteration 48Q: 3 clusters Score -2.032691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -20326896.000000 Penalty: 5934.633789
	Iteration 49Q: 3 clusters Score -2.03269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142811 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -20326896.000000 Penalty: 5934.633789
	Iteration 50Q: 3 clusters Score -2.03269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142828 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -20326900.000000 Penalty: 5934.633789
	Iteration 51Q: 3 clusters Score -2.03269e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142848 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -20326934.000000 Penalty: 5934.633789
	Iteration 52Q: 3 clusters Score -2.032693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142865 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -20326932.000000 Penalty: 5934.633789
	Iteration 53Q: 3 clusters Score -2.032693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142881 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -20326916.000000 Penalty: 5934.633789
	Iteration 54Q: 3 clusters Score -2.032692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142896 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -20326914.000000 Penalty: 5934.633789
	Iteration 55Q: 3 clusters Score -2.032691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142907 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -20326906.000000 Penalty: 5934.633789
	Iteration 56Q: 3 clusters Score -2.032691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142914 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -20326922.000000 Penalty: 5934.633789
	Iteration 57Q: 3 clusters Score -2.032692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142920 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -20326906.000000 Penalty: 5934.633789
	Iteration 58Q: 3 clusters Score -2.032691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142923 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -20326908.000000 Penalty: 5934.633789
	Iteration 59Q: 3 clusters Score -2.032691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142927 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -20326906.000000 Penalty: 5934.633789
	Iteration 60F: 3 clusters Score -2.032691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142929 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -20326910.000000 Penalty: 5934.633789
	Iteration 61Q: 3 clusters Score -2.032691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142933 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -20326918.000000 Penalty: 5934.633789
	Iteration 62Q: 3 clusters Score -2.032692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142937 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -20326912.000000 Penalty: 5934.633789
	Iteration 63Q: 3 clusters Score -2.032691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142939 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -20326918.000000 Penalty: 5934.633789
	Iteration 64Q: 3 clusters Score -2.032692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142942 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -20326910.000000 Penalty: 5934.633789
	Iteration 65Q: 3 clusters Score -2.032691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142945 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -20326914.000000 Penalty: 5934.633789
	Iteration 66Q: 3 clusters Score -2.032691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142947 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -20326910.000000 Penalty: 5934.633789
	Iteration 67Q: 3 clusters Score -2.032691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142949 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -20326918.000000 Penalty: 5934.633789
	Iteration 68Q: 3 clusters Score -2.032692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142949 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -20326918.000000 Penalty: 5934.633789
	Iteration 69F: 3 clusters Score -2.032692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141559 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43355 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 44875 members 
Mstep: Class 15 contains 142949 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275762 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15065 members 
Mstep: Class 32 contains 14206 members 
Entering Unmasked Estep 
Score: -157747536.000000 Penalty: 111509.140625
Splitting cluster 15 changes total score from -157748064.000000 to -157747536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (77109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Entering Unmasked Estep 
Score: -9972301.000000 Penalty: 2790.737793
	Iteration 0F: 2 clusters Score -9972301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -9920613.000000 Penalty: 5581.475586
	Iteration 0F: 3 clusters Score -9920613 nChanged 36345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -9940779.000000 Penalty: 5581.475586
	Iteration 1F: 3 clusters Score -9940779 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -9941426.000000 Penalty: 5581.475586
	Iteration 2Q: 3 clusters Score -9941426 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -9942041.000000 Penalty: 5581.475586
	Iteration 3Q: 3 clusters Score -9942041 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -9942923.000000 Penalty: 5581.475586
	Iteration 4Q: 3 clusters Score -9942923 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -9944268.000000 Penalty: 5581.475586
	Iteration 5Q: 3 clusters Score -9944268 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -9946366.000000 Penalty: 5581.475586
	Iteration 6F: 3 clusters Score -9946366 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -9949959.000000 Penalty: 5581.475586
	Iteration 7F: 3 clusters Score -9949959 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -9954841.000000 Penalty: 5581.475586
	Iteration 8F: 3 clusters Score -9954841 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -9960324.000000 Penalty: 5581.475586
	Iteration 9F: 3 clusters Score -9960324 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -9965027.000000 Penalty: 5581.475586
	Iteration 10F: 3 clusters Score -9965027 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74641 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -9967760.000000 Penalty: 5581.475586
	Iteration 11Q: 3 clusters Score -9967760 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9968951.000000 Penalty: 5581.475586
	Iteration 12Q: 3 clusters Score -9968951 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9969418.000000 Penalty: 5581.475586
	Iteration 13Q: 3 clusters Score -9969418 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76623 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9969575.000000 Penalty: 5581.475586
	Iteration 14Q: 3 clusters Score -9969575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9969637.000000 Penalty: 5581.475586
	Iteration 15Q: 3 clusters Score -9969637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9969679.000000 Penalty: 5581.475586
	Iteration 16Q: 3 clusters Score -9969679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9969704.000000 Penalty: 5581.475586
	Iteration 17Q: 3 clusters Score -9969704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9969735.000000 Penalty: 5581.475586
	Iteration 18Q: 3 clusters Score -9969735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9969756.000000 Penalty: 5581.475586
	Iteration 19Q: 3 clusters Score -9969756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76786 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9969787.000000 Penalty: 5581.475586
	Iteration 20F: 3 clusters Score -9969787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9969801.000000 Penalty: 5581.475586
	Iteration 21Q: 3 clusters Score -9969801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9969802.000000 Penalty: 5581.475586
	Iteration 22Q: 3 clusters Score -9969802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9969820.000000 Penalty: 5581.475586
	Iteration 23Q: 3 clusters Score -9969820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9969823.000000 Penalty: 5581.475586
	Iteration 24Q: 3 clusters Score -9969823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9969821.000000 Penalty: 5581.475586
	Iteration 25Q: 3 clusters Score -9969821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9969831.000000 Penalty: 5581.475586
	Iteration 26Q: 3 clusters Score -9969831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9969829.000000 Penalty: 5581.475586
	Iteration 27Q: 3 clusters Score -9969829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9969834.000000 Penalty: 5581.475586
	Iteration 28Q: 3 clusters Score -9969834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9969846.000000 Penalty: 5581.475586
	Iteration 29Q: 3 clusters Score -9969846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9969853.000000 Penalty: 5581.475586
	Iteration 30Q: 3 clusters Score -9969853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76823 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9969846.000000 Penalty: 5581.475586
	Iteration 31Q: 3 clusters Score -9969846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76823 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9969846.000000 Penalty: 5581.475586
	Iteration 32F: 3 clusters Score -9969846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -96453.992188 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -96453.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -94673.421875 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -94673.42 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -94881.062500 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -94881.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94946.718750 Penalty: 3327.814941
	Iteration 2Q: 3 clusters Score -94946.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -94971.234375 Penalty: 3327.814941
	Iteration 3Q: 3 clusters Score -94971.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94985.578125 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -94985.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95019.195312 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -95019.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95027.523438 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -95027.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95031.765625 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -95031.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95035.539062 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -95035.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95035.539062 Penalty: 3327.814941
	Iteration 9F: 3 clusters Score -95035.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -979200.312500 Penalty: 2251.076904
	Iteration 0F: 2 clusters Score -979200.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -972577.812500 Penalty: 4502.153809
	Iteration 0F: 3 clusters Score -972577.8 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -974673.875000 Penalty: 4502.153809
	Iteration 1F: 3 clusters Score -974673.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -975059.375000 Penalty: 4502.153809
	Iteration 2F: 3 clusters Score -975059.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -975384.687500 Penalty: 4502.153809
	Iteration 3F: 3 clusters Score -975384.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -975702.625000 Penalty: 4502.153809
	Iteration 4F: 3 clusters Score -975702.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -976011.125000 Penalty: 4502.153809
	Iteration 5Q: 3 clusters Score -976011.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -976294.500000 Penalty: 4502.153809
	Iteration 6Q: 3 clusters Score -976294.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -976549.125000 Penalty: 4502.153809
	Iteration 7Q: 3 clusters Score -976549.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -976791.187500 Penalty: 4502.153809
	Iteration 8Q: 3 clusters Score -976791.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -977004.875000 Penalty: 4502.153809
	Iteration 9Q: 3 clusters Score -977004.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -977227.625000 Penalty: 4502.153809
	Iteration 10Q: 3 clusters Score -977227.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -977462.625000 Penalty: 4502.153809
	Iteration 11Q: 3 clusters Score -977462.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -977680.500000 Penalty: 4502.153809
	Iteration 12Q: 3 clusters Score -977680.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -977894.937500 Penalty: 4502.153809
	Iteration 13Q: 3 clusters Score -977894.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -978102.500000 Penalty: 4502.153809
	Iteration 14Q: 3 clusters Score -978102.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -978272.250000 Penalty: 4502.153809
	Iteration 15Q: 3 clusters Score -978272.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -978371.500000 Penalty: 4502.153809
	Iteration 16Q: 3 clusters Score -978371.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -978434.312500 Penalty: 4502.153809
	Iteration 17Q: 3 clusters Score -978434.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -978472.875000 Penalty: 4502.153809
	Iteration 18Q: 3 clusters Score -978472.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -978506.687500 Penalty: 4502.153809
	Iteration 19Q: 3 clusters Score -978506.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -978550.000000 Penalty: 4502.153809
	Iteration 20F: 3 clusters Score -978550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -978594.187500 Penalty: 4502.153809
	Iteration 21Q: 3 clusters Score -978594.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -978605.375000 Penalty: 4502.153809
	Iteration 22Q: 3 clusters Score -978605.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -978614.375000 Penalty: 4502.153809
	Iteration 23Q: 3 clusters Score -978614.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -978621.250000 Penalty: 4502.153809
	Iteration 24Q: 3 clusters Score -978621.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -978629.062500 Penalty: 4502.153809
	Iteration 25Q: 3 clusters Score -978629.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -978639.375000 Penalty: 4502.153809
	Iteration 26Q: 3 clusters Score -978639.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -978645.750000 Penalty: 4502.153809
	Iteration 27Q: 3 clusters Score -978645.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -978652.500000 Penalty: 4502.153809
	Iteration 28Q: 3 clusters Score -978652.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -978662.062500 Penalty: 4502.153809
	Iteration 29Q: 3 clusters Score -978662.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -978671.812500 Penalty: 4502.153809
	Iteration 30Q: 3 clusters Score -978671.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -978680.750000 Penalty: 4502.153809
	Iteration 31Q: 3 clusters Score -978680.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -978686.062500 Penalty: 4502.153809
	Iteration 32Q: 3 clusters Score -978686.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -978692.812500 Penalty: 4502.153809
	Iteration 33Q: 3 clusters Score -978692.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -978696.500000 Penalty: 4502.153809
	Iteration 34Q: 3 clusters Score -978696.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -978701.937500 Penalty: 4502.153809
	Iteration 35Q: 3 clusters Score -978701.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -978702.500000 Penalty: 4502.153809
	Iteration 36Q: 3 clusters Score -978702.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -978702.562500 Penalty: 4502.153809
	Iteration 37Q: 3 clusters Score -978702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -978703.375000 Penalty: 4502.153809
	Iteration 38Q: 3 clusters Score -978703.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -978706.375000 Penalty: 4502.153809
	Iteration 39Q: 3 clusters Score -978706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -978707.375000 Penalty: 4502.153809
	Iteration 40F: 3 clusters Score -978707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -978706.187500 Penalty: 4502.153809
	Iteration 41Q: 3 clusters Score -978706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -978706.687500 Penalty: 4502.153809
	Iteration 42Q: 3 clusters Score -978706.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -978706.875000 Penalty: 4502.153809
	Iteration 43Q: 3 clusters Score -978706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -978706.125000 Penalty: 4502.153809
	Iteration 44Q: 3 clusters Score -978706.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -978706.125000 Penalty: 4502.153809
	Iteration 45F: 3 clusters Score -978706.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (275762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275762 members 
Entering Unmasked Estep 
Score: -35578428.000000 Penalty: 3106.768799
	Iteration 0F: 2 clusters Score -3.557843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 137661 members 
Entering Unmasked Estep 
Score: -35408448.000000 Penalty: 6213.537598
	Iteration 0F: 3 clusters Score -3.540845e+07 nChanged 133266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144705 members 
Mstep: Class 2 contains 131057 members 
Entering Unmasked Estep 
Score: -35487860.000000 Penalty: 6213.537598
	Iteration 1F: 3 clusters Score -3.548786e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148946 members 
Mstep: Class 2 contains 126816 members 
Entering Unmasked Estep 
Score: -35490652.000000 Penalty: 6213.537598
	Iteration 2Q: 3 clusters Score -3.549065e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 120646 members 
Entering Unmasked Estep 
Score: -35494536.000000 Penalty: 6213.537598
	Iteration 3Q: 3 clusters Score -3.549454e+07 nChanged 13653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163819 members 
Mstep: Class 2 contains 111943 members 
Entering Unmasked Estep 
Score: -35499900.000000 Penalty: 6213.537598
	Iteration 4Q: 3 clusters Score -3.54999e+07 nChanged 15897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175052 members 
Mstep: Class 2 contains 100710 members 
Entering Unmasked Estep 
Score: -35507048.000000 Penalty: 6213.537598
	Iteration 5F: 3 clusters Score -3.550705e+07 nChanged 17681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188211 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -35516816.000000 Penalty: 6213.537598
	Iteration 6F: 3 clusters Score -3.551682e+07 nChanged 17650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201561 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -35527944.000000 Penalty: 6213.537598
	Iteration 7F: 3 clusters Score -3.552794e+07 nChanged 15756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213037 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -35540188.000000 Penalty: 6213.537598
	Iteration 8F: 3 clusters Score -3.554019e+07 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221980 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -35551132.000000 Penalty: 6213.537598
	Iteration 9Q: 3 clusters Score -3.555113e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228792 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -35557488.000000 Penalty: 6213.537598
	Iteration 10Q: 3 clusters Score -3.555749e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234418 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -35561196.000000 Penalty: 6213.537598
	Iteration 11Q: 3 clusters Score -3.55612e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239588 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -35563612.000000 Penalty: 6213.537598
	Iteration 12Q: 3 clusters Score -3.556361e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244477 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -35565676.000000 Penalty: 6213.537598
	Iteration 13Q: 3 clusters Score -3.556568e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249120 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -35567620.000000 Penalty: 6213.537598
	Iteration 14Q: 3 clusters Score -3.556762e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253383 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -35569132.000000 Penalty: 6213.537598
	Iteration 15Q: 3 clusters Score -3.556913e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257249 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -35570612.000000 Penalty: 6213.537598
	Iteration 16Q: 3 clusters Score -3.557061e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260617 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -35571948.000000 Penalty: 6213.537598
	Iteration 17Q: 3 clusters Score -3.557195e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263379 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -35572748.000000 Penalty: 6213.537598
	Iteration 18Q: 3 clusters Score -3.557275e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265509 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -35573416.000000 Penalty: 6213.537598
	Iteration 19Q: 3 clusters Score -3.557342e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267296 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -35573988.000000 Penalty: 6213.537598
	Iteration 20F: 3 clusters Score -3.557399e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268746 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -35574440.000000 Penalty: 6213.537598
	Iteration 21Q: 3 clusters Score -3.557444e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269890 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -35574700.000000 Penalty: 6213.537598
	Iteration 22Q: 3 clusters Score -3.55747e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270847 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -35575060.000000 Penalty: 6213.537598
	Iteration 23Q: 3 clusters Score -3.557506e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271620 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -35575176.000000 Penalty: 6213.537598
	Iteration 24Q: 3 clusters Score -3.557518e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272233 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -35575224.000000 Penalty: 6213.537598
	Iteration 25Q: 3 clusters Score -3.557522e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272746 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -35575460.000000 Penalty: 6213.537598
	Iteration 26Q: 3 clusters Score -3.557546e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273118 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -35575528.000000 Penalty: 6213.537598
	Iteration 27Q: 3 clusters Score -3.557553e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273402 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -35575576.000000 Penalty: 6213.537598
	Iteration 28Q: 3 clusters Score -3.557558e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273655 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -35575668.000000 Penalty: 6213.537598
	Iteration 29Q: 3 clusters Score -3.557567e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273855 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -35575796.000000 Penalty: 6213.537598
	Iteration 30Q: 3 clusters Score -3.55758e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274031 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -35575844.000000 Penalty: 6213.537598
	Iteration 31Q: 3 clusters Score -3.557584e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274178 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -35575780.000000 Penalty: 6213.537598
	Iteration 32Q: 3 clusters Score -3.557578e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274322 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -35575840.000000 Penalty: 6213.537598
	Iteration 33Q: 3 clusters Score -3.557584e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274447 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -35575872.000000 Penalty: 6213.537598
	Iteration 34Q: 3 clusters Score -3.557587e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274557 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -35575872.000000 Penalty: 6213.537598
	Iteration 35Q: 3 clusters Score -3.557587e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274649 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -35575932.000000 Penalty: 6213.537598
	Iteration 36Q: 3 clusters Score -3.557593e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274715 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -35575936.000000 Penalty: 6213.537598
	Iteration 37Q: 3 clusters Score -3.557594e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274768 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -35576012.000000 Penalty: 6213.537598
	Iteration 38Q: 3 clusters Score -3.557601e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274810 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -35575976.000000 Penalty: 6213.537598
	Iteration 39Q: 3 clusters Score -3.557598e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274840 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -35575992.000000 Penalty: 6213.537598
	Iteration 40F: 3 clusters Score -3.557599e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274865 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -35575992.000000 Penalty: 6213.537598
	Iteration 41Q: 3 clusters Score -3.557599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274885 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -35575988.000000 Penalty: 6213.537598
	Iteration 42Q: 3 clusters Score -3.557599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274901 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -35575944.000000 Penalty: 6213.537598
	Iteration 43Q: 3 clusters Score -3.557594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274912 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -35575972.000000 Penalty: 6213.537598
	Iteration 44Q: 3 clusters Score -3.557597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274926 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -35575992.000000 Penalty: 6213.537598
	Iteration 45Q: 3 clusters Score -3.557599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274933 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -35575984.000000 Penalty: 6213.537598
	Iteration 46Q: 3 clusters Score -3.557598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274939 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -35575988.000000 Penalty: 6213.537598
	Iteration 47Q: 3 clusters Score -3.557599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274951 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -35575992.000000 Penalty: 6213.537598
	Iteration 48Q: 3 clusters Score -3.557599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274961 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -35576016.000000 Penalty: 6213.537598
	Iteration 49Q: 3 clusters Score -3.557602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274966 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -35576008.000000 Penalty: 6213.537598
	Iteration 50Q: 3 clusters Score -3.557601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274973 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -35575996.000000 Penalty: 6213.537598
	Iteration 51Q: 3 clusters Score -3.5576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274984 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -35576004.000000 Penalty: 6213.537598
	Iteration 52Q: 3 clusters Score -3.5576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274989 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -35576000.000000 Penalty: 6213.537598
	Iteration 53Q: 3 clusters Score -3.5576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274991 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -35575968.000000 Penalty: 6213.537598
	Iteration 54Q: 3 clusters Score -3.557597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274991 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -35575968.000000 Penalty: 6213.537598
	Iteration 55F: 3 clusters Score -3.557597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Entering Unmasked Estep 
Score: -987322.937500 Penalty: 2233.066406
	Iteration 0F: 2 clusters Score -987322.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -980896.812500 Penalty: 4466.132812
	Iteration 0F: 3 clusters Score -980896.8 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -982686.562500 Penalty: 4466.132812
	Iteration 1F: 3 clusters Score -982686.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -983008.062500 Penalty: 4466.132812
	Iteration 2F: 3 clusters Score -983008.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -983233.500000 Penalty: 4466.132812
	Iteration 3F: 3 clusters Score -983233.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -983398.500000 Penalty: 4466.132812
	Iteration 4Q: 3 clusters Score -983398.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -983546.562500 Penalty: 4466.132812
	Iteration 5Q: 3 clusters Score -983546.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -983689.687500 Penalty: 4466.132812
	Iteration 6Q: 3 clusters Score -983689.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -983832.812500 Penalty: 4466.132812
	Iteration 7Q: 3 clusters Score -983832.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -983981.000000 Penalty: 4466.132812
	Iteration 8Q: 3 clusters Score -983981 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -984161.625000 Penalty: 4466.132812
	Iteration 9Q: 3 clusters Score -984161.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -984321.750000 Penalty: 4466.132812
	Iteration 10Q: 3 clusters Score -984321.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -984497.875000 Penalty: 4466.132812
	Iteration 11Q: 3 clusters Score -984497.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -984643.875000 Penalty: 4466.132812
	Iteration 12Q: 3 clusters Score -984643.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -984769.437500 Penalty: 4466.132812
	Iteration 13Q: 3 clusters Score -984769.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -984881.875000 Penalty: 4466.132812
	Iteration 14Q: 3 clusters Score -984881.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -984954.500000 Penalty: 4466.132812
	Iteration 15Q: 3 clusters Score -984954.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -985015.750000 Penalty: 4466.132812
	Iteration 16Q: 3 clusters Score -985015.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -985076.500000 Penalty: 4466.132812
	Iteration 17Q: 3 clusters Score -985076.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -985122.562500 Penalty: 4466.132812
	Iteration 18Q: 3 clusters Score -985122.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -985160.937500 Penalty: 4466.132812
	Iteration 19Q: 3 clusters Score -985160.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -985191.937500 Penalty: 4466.132812
	Iteration 20F: 3 clusters Score -985191.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -985226.375000 Penalty: 4466.132812
	Iteration 21Q: 3 clusters Score -985226.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -985251.062500 Penalty: 4466.132812
	Iteration 22Q: 3 clusters Score -985251.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -985273.500000 Penalty: 4466.132812
	Iteration 23Q: 3 clusters Score -985273.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -985293.937500 Penalty: 4466.132812
	Iteration 24Q: 3 clusters Score -985293.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -985308.375000 Penalty: 4466.132812
	Iteration 25Q: 3 clusters Score -985308.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -985321.625000 Penalty: 4466.132812
	Iteration 26Q: 3 clusters Score -985321.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -985341.812500 Penalty: 4466.132812
	Iteration 27Q: 3 clusters Score -985341.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -985347.687500 Penalty: 4466.132812
	Iteration 28Q: 3 clusters Score -985347.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -985349.875000 Penalty: 4466.132812
	Iteration 29Q: 3 clusters Score -985349.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -985354.000000 Penalty: 4466.132812
	Iteration 30Q: 3 clusters Score -985354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -985358.062500 Penalty: 4466.132812
	Iteration 31Q: 3 clusters Score -985358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -985364.625000 Penalty: 4466.132812
	Iteration 32Q: 3 clusters Score -985364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -985365.187500 Penalty: 4466.132812
	Iteration 33Q: 3 clusters Score -985365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -985366.062500 Penalty: 4466.132812
	Iteration 34Q: 3 clusters Score -985366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -985366.375000 Penalty: 4466.132812
	Iteration 35Q: 3 clusters Score -985366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -985368.687500 Penalty: 4466.132812
	Iteration 36Q: 3 clusters Score -985368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -985369.937500 Penalty: 4466.132812
	Iteration 37Q: 3 clusters Score -985369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -985370.625000 Penalty: 4466.132812
	Iteration 38Q: 3 clusters Score -985370.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -985370.625000 Penalty: 4466.132812
	Iteration 39F: 3 clusters Score -985370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Entering Unmasked Estep 
Score: -2764612.000000 Penalty: 2481.834473
	Iteration 0F: 2 clusters Score -2764612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2749053.750000 Penalty: 4963.668945
	Iteration 0F: 3 clusters Score -2749054 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2754434.750000 Penalty: 4963.668945
	Iteration 1F: 3 clusters Score -2754435 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2755091.000000 Penalty: 4963.668945
	Iteration 2F: 3 clusters Score -2755091 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2755883.750000 Penalty: 4963.668945
	Iteration 3F: 3 clusters Score -2755884 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2756636.750000 Penalty: 4963.668945
	Iteration 4F: 3 clusters Score -2756637 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2757374.750000 Penalty: 4963.668945
	Iteration 5F: 3 clusters Score -2757375 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2758147.500000 Penalty: 4963.668945
	Iteration 6F: 3 clusters Score -2758148 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2758820.750000 Penalty: 4963.668945
	Iteration 7F: 3 clusters Score -2758821 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2759394.500000 Penalty: 4963.668945
	Iteration 8Q: 3 clusters Score -2759394 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2759884.500000 Penalty: 4963.668945
	Iteration 9Q: 3 clusters Score -2759884 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2760302.250000 Penalty: 4963.668945
	Iteration 10Q: 3 clusters Score -2760302 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2760651.250000 Penalty: 4963.668945
	Iteration 11Q: 3 clusters Score -2760651 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2760963.500000 Penalty: 4963.668945
	Iteration 12Q: 3 clusters Score -2760964 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2761282.250000 Penalty: 4963.668945
	Iteration 13Q: 3 clusters Score -2761282 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2761565.500000 Penalty: 4963.668945
	Iteration 14Q: 3 clusters Score -2761566 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2761813.750000 Penalty: 4963.668945
	Iteration 15Q: 3 clusters Score -2761814 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2762037.500000 Penalty: 4963.668945
	Iteration 16Q: 3 clusters Score -2762038 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2762200.750000 Penalty: 4963.668945
	Iteration 17Q: 3 clusters Score -2762201 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2762386.500000 Penalty: 4963.668945
	Iteration 18Q: 3 clusters Score -2762386 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2762512.500000 Penalty: 4963.668945
	Iteration 19Q: 3 clusters Score -2762512 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2762612.500000 Penalty: 4963.668945
	Iteration 20F: 3 clusters Score -2762612 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2762707.250000 Penalty: 4963.668945
	Iteration 21Q: 3 clusters Score -2762707 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2762791.500000 Penalty: 4963.668945
	Iteration 22Q: 3 clusters Score -2762792 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2762854.250000 Penalty: 4963.668945
	Iteration 23Q: 3 clusters Score -2762854 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2762927.750000 Penalty: 4963.668945
	Iteration 24Q: 3 clusters Score -2762928 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2762977.250000 Penalty: 4963.668945
	Iteration 25Q: 3 clusters Score -2762977 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2763035.500000 Penalty: 4963.668945
	Iteration 26Q: 3 clusters Score -2763036 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2763073.250000 Penalty: 4963.668945
	Iteration 27Q: 3 clusters Score -2763073 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2763097.500000 Penalty: 4963.668945
	Iteration 28Q: 3 clusters Score -2763098 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2763137.750000 Penalty: 4963.668945
	Iteration 29Q: 3 clusters Score -2763138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2763169.500000 Penalty: 4963.668945
	Iteration 30Q: 3 clusters Score -2763170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2763192.000000 Penalty: 4963.668945
	Iteration 31Q: 3 clusters Score -2763192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2763208.750000 Penalty: 4963.668945
	Iteration 32Q: 3 clusters Score -2763209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2763227.000000 Penalty: 4963.668945
	Iteration 33Q: 3 clusters Score -2763227 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2763246.000000 Penalty: 4963.668945
	Iteration 34Q: 3 clusters Score -2763246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2763257.500000 Penalty: 4963.668945
	Iteration 35Q: 3 clusters Score -2763258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2763262.250000 Penalty: 4963.668945
	Iteration 36Q: 3 clusters Score -2763262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2763279.000000 Penalty: 4963.668945
	Iteration 37Q: 3 clusters Score -2763279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2763280.000000 Penalty: 4963.668945
	Iteration 38Q: 3 clusters Score -2763280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2763289.750000 Penalty: 4963.668945
	Iteration 39Q: 3 clusters Score -2763290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2763293.000000 Penalty: 4963.668945
	Iteration 40F: 3 clusters Score -2763293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2763302.000000 Penalty: 4963.668945
	Iteration 41Q: 3 clusters Score -2763302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2763306.750000 Penalty: 4963.668945
	Iteration 42Q: 3 clusters Score -2763307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2763307.250000 Penalty: 4963.668945
	Iteration 43Q: 3 clusters Score -2763307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2763306.250000 Penalty: 4963.668945
	Iteration 44Q: 3 clusters Score -2763306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2763312.250000 Penalty: 4963.668945
	Iteration 45Q: 3 clusters Score -2763312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2763313.500000 Penalty: 4963.668945
	Iteration 46Q: 3 clusters Score -2763314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2763312.250000 Penalty: 4963.668945
	Iteration 47Q: 3 clusters Score -2763312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2763308.000000 Penalty: 4963.668945
	Iteration 48Q: 3 clusters Score -2763308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2763310.750000 Penalty: 4963.668945
	Iteration 49Q: 3 clusters Score -2763311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2763310.750000 Penalty: 4963.668945
	Iteration 50F: 3 clusters Score -2763311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Entering Unmasked Estep 
Score: -5636601.500000 Penalty: 2664.704102
	Iteration 0F: 2 clusters Score -5636602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -5605104.000000 Penalty: 5329.408203
	Iteration 0F: 3 clusters Score -5605104 nChanged 21648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -5617796.500000 Penalty: 5329.408203
	Iteration 1F: 3 clusters Score -5617796 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -5618824.000000 Penalty: 5329.408203
	Iteration 2F: 3 clusters Score -5618824 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -5619993.500000 Penalty: 5329.408203
	Iteration 3F: 3 clusters Score -5619994 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -5621580.000000 Penalty: 5329.408203
	Iteration 4F: 3 clusters Score -5621580 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -5623588.500000 Penalty: 5329.408203
	Iteration 5F: 3 clusters Score -5623588 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -5626111.000000 Penalty: 5329.408203
	Iteration 6F: 3 clusters Score -5626111 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -5628873.000000 Penalty: 5329.408203
	Iteration 7F: 3 clusters Score -5628873 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -5631310.500000 Penalty: 5329.408203
	Iteration 8F: 3 clusters Score -5631310 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5633130.500000 Penalty: 5329.408203
	Iteration 9Q: 3 clusters Score -5633130 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5634285.000000 Penalty: 5329.408203
	Iteration 10Q: 3 clusters Score -5634285 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5634806.500000 Penalty: 5329.408203
	Iteration 11Q: 3 clusters Score -5634806 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5635026.500000 Penalty: 5329.408203
	Iteration 12Q: 3 clusters Score -5635026 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5635141.500000 Penalty: 5329.408203
	Iteration 13Q: 3 clusters Score -5635142 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5635195.000000 Penalty: 5329.408203
	Iteration 14Q: 3 clusters Score -5635195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5635223.500000 Penalty: 5329.408203
	Iteration 15Q: 3 clusters Score -5635224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5635230.500000 Penalty: 5329.408203
	Iteration 16Q: 3 clusters Score -5635230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5635245.000000 Penalty: 5329.408203
	Iteration 17Q: 3 clusters Score -5635245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5635261.500000 Penalty: 5329.408203
	Iteration 18Q: 3 clusters Score -5635262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5635262.500000 Penalty: 5329.408203
	Iteration 19Q: 3 clusters Score -5635262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5635265.500000 Penalty: 5329.408203
	Iteration 20F: 3 clusters Score -5635266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5635269.500000 Penalty: 5329.408203
	Iteration 21Q: 3 clusters Score -5635270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5635268.500000 Penalty: 5329.408203
	Iteration 22Q: 3 clusters Score -5635268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5635265.000000 Penalty: 5329.408203
	Iteration 23Q: 3 clusters Score -5635265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5635268.500000 Penalty: 5329.408203
	Iteration 24Q: 3 clusters Score -5635268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5635270.500000 Penalty: 5329.408203
	Iteration 25Q: 3 clusters Score -5635270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5635272.000000 Penalty: 5329.408203
	Iteration 26Q: 3 clusters Score -5635272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5635271.500000 Penalty: 5329.408203
	Iteration 27Q: 3 clusters Score -5635272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5635282.000000 Penalty: 5329.408203
	Iteration 28Q: 3 clusters Score -5635282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5635275.500000 Penalty: 5329.408203
	Iteration 29Q: 3 clusters Score -5635276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5635279.500000 Penalty: 5329.408203
	Iteration 30Q: 3 clusters Score -5635280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5635278.500000 Penalty: 5329.408203
	Iteration 31Q: 3 clusters Score -5635278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5635278.500000 Penalty: 5329.408203
	Iteration 32F: 3 clusters Score -5635278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -68862.250000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -68862.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67391.242188 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -67391.24 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67901.570312 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -67901.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68165.664062 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -68165.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68283.648438 Penalty: 3206.435791
	Iteration 3Q: 3 clusters Score -68283.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68338.414062 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -68338.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68371.148438 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -68371.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68399.523438 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -68399.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68408.390625 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -68408.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68421.046875 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -68421.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68432.453125 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -68432.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68436.882812 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -68436.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68444.742188 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -68444.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68444.742188 Penalty: 3206.435791
	Iteration 12F: 3 clusters Score -68444.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Entering Unmasked Estep 
Score: -732522.687500 Penalty: 2162.714844
	Iteration 0F: 2 clusters Score -732522.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -727359.875000 Penalty: 4325.429688
	Iteration 0F: 3 clusters Score -727359.9 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -728699.625000 Penalty: 4325.429688
	Iteration 1F: 3 clusters Score -728699.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -728946.625000 Penalty: 4325.429688
	Iteration 2F: 3 clusters Score -728946.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -729124.312500 Penalty: 4325.429688
	Iteration 3F: 3 clusters Score -729124.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -729259.187500 Penalty: 4325.429688
	Iteration 4Q: 3 clusters Score -729259.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -729390.687500 Penalty: 4325.429688
	Iteration 5Q: 3 clusters Score -729390.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -729496.437500 Penalty: 4325.429688
	Iteration 6Q: 3 clusters Score -729496.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -729596.375000 Penalty: 4325.429688
	Iteration 7Q: 3 clusters Score -729596.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -729685.062500 Penalty: 4325.429688
	Iteration 8Q: 3 clusters Score -729685.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -729756.437500 Penalty: 4325.429688
	Iteration 9Q: 3 clusters Score -729756.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -729818.562500 Penalty: 4325.429688
	Iteration 10Q: 3 clusters Score -729818.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -729882.500000 Penalty: 4325.429688
	Iteration 11Q: 3 clusters Score -729882.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -729951.437500 Penalty: 4325.429688
	Iteration 12Q: 3 clusters Score -729951.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -730020.687500 Penalty: 4325.429688
	Iteration 13Q: 3 clusters Score -730020.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -730079.562500 Penalty: 4325.429688
	Iteration 14Q: 3 clusters Score -730079.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -730144.062500 Penalty: 4325.429688
	Iteration 15Q: 3 clusters Score -730144.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -730204.937500 Penalty: 4325.429688
	Iteration 16Q: 3 clusters Score -730204.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -730270.062500 Penalty: 4325.429688
	Iteration 17Q: 3 clusters Score -730270.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -730355.437500 Penalty: 4325.429688
	Iteration 18Q: 3 clusters Score -730355.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -730455.187500 Penalty: 4325.429688
	Iteration 19Q: 3 clusters Score -730455.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -730571.062500 Penalty: 4325.429688
	Iteration 20F: 3 clusters Score -730571.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -730690.812500 Penalty: 4325.429688
	Iteration 21Q: 3 clusters Score -730690.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -730826.687500 Penalty: 4325.429688
	Iteration 22Q: 3 clusters Score -730826.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -730967.437500 Penalty: 4325.429688
	Iteration 23Q: 3 clusters Score -730967.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -731081.875000 Penalty: 4325.429688
	Iteration 24Q: 3 clusters Score -731081.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -731152.375000 Penalty: 4325.429688
	Iteration 25Q: 3 clusters Score -731152.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -731186.062500 Penalty: 4325.429688
	Iteration 26Q: 3 clusters Score -731186.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -731207.187500 Penalty: 4325.429688
	Iteration 27Q: 3 clusters Score -731207.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -731226.000000 Penalty: 4325.429688
	Iteration 28Q: 3 clusters Score -731226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -731240.250000 Penalty: 4325.429688
	Iteration 29Q: 3 clusters Score -731240.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -731250.437500 Penalty: 4325.429688
	Iteration 30Q: 3 clusters Score -731250.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -731256.187500 Penalty: 4325.429688
	Iteration 31Q: 3 clusters Score -731256.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -731262.312500 Penalty: 4325.429688
	Iteration 32Q: 3 clusters Score -731262.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -731263.250000 Penalty: 4325.429688
	Iteration 33Q: 3 clusters Score -731263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -731262.937500 Penalty: 4325.429688
	Iteration 34Q: 3 clusters Score -731262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -731266.750000 Penalty: 4325.429688
	Iteration 35Q: 3 clusters Score -731266.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -731270.125000 Penalty: 4325.429688
	Iteration 36Q: 3 clusters Score -731270.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -731273.500000 Penalty: 4325.429688
	Iteration 37Q: 3 clusters Score -731273.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -731276.437500 Penalty: 4325.429688
	Iteration 38Q: 3 clusters Score -731276.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -731277.812500 Penalty: 4325.429688
	Iteration 39Q: 3 clusters Score -731277.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -731280.312500 Penalty: 4325.429688
	Iteration 40F: 3 clusters Score -731280.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -731281.937500 Penalty: 4325.429688
	Iteration 41Q: 3 clusters Score -731281.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -731283.437500 Penalty: 4325.429688
	Iteration 42Q: 3 clusters Score -731283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -731284.062500 Penalty: 4325.429688
	Iteration 43Q: 3 clusters Score -731284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -731286.187500 Penalty: 4325.429688
	Iteration 44Q: 3 clusters Score -731286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -731289.062500 Penalty: 4325.429688
	Iteration 45Q: 3 clusters Score -731289.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -731292.187500 Penalty: 4325.429688
	Iteration 46Q: 3 clusters Score -731292.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -731295.937500 Penalty: 4325.429688
	Iteration 47Q: 3 clusters Score -731295.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -731298.312500 Penalty: 4325.429688
	Iteration 48Q: 3 clusters Score -731298.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -731302.625000 Penalty: 4325.429688
	Iteration 49Q: 3 clusters Score -731302.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -731306.125000 Penalty: 4325.429688
	Iteration 50Q: 3 clusters Score -731306.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -731309.125000 Penalty: 4325.429688
	Iteration 51Q: 3 clusters Score -731309.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -731311.500000 Penalty: 4325.429688
	Iteration 52Q: 3 clusters Score -731311.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -731315.875000 Penalty: 4325.429688
	Iteration 53Q: 3 clusters Score -731315.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -731319.500000 Penalty: 4325.429688
	Iteration 54Q: 3 clusters Score -731319.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -731331.625000 Penalty: 4325.429688
	Iteration 55Q: 3 clusters Score -731331.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -731339.250000 Penalty: 4325.429688
	Iteration 56Q: 3 clusters Score -731339.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -731344.437500 Penalty: 4325.429688
	Iteration 57Q: 3 clusters Score -731344.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -731348.750000 Penalty: 4325.429688
	Iteration 58Q: 3 clusters Score -731348.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -731351.125000 Penalty: 4325.429688
	Iteration 59Q: 3 clusters Score -731351.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -731357.250000 Penalty: 4325.429688
	Iteration 60F: 3 clusters Score -731357.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -731359.125000 Penalty: 4325.429688
	Iteration 61Q: 3 clusters Score -731359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -731359.937500 Penalty: 4325.429688
	Iteration 62Q: 3 clusters Score -731359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -731359.437500 Penalty: 4325.429688
	Iteration 63Q: 3 clusters Score -731359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -731361.437500 Penalty: 4325.429688
	Iteration 64Q: 3 clusters Score -731361.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -731361.562500 Penalty: 4325.429688
	Iteration 65Q: 3 clusters Score -731361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -731361.562500 Penalty: 4325.429688
	Iteration 66F: 3 clusters Score -731361.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Entering Unmasked Estep 
Score: -1876295.625000 Penalty: 2383.393555
	Iteration 0F: 2 clusters Score -1876296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1865598.500000 Penalty: 4766.787109
	Iteration 0F: 3 clusters Score -1865598 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1869020.625000 Penalty: 4766.787109
	Iteration 1F: 3 clusters Score -1869021 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1869439.875000 Penalty: 4766.787109
	Iteration 2F: 3 clusters Score -1869440 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1869822.750000 Penalty: 4766.787109
	Iteration 3F: 3 clusters Score -1869823 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1870213.250000 Penalty: 4766.787109
	Iteration 4F: 3 clusters Score -1870213 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1870659.375000 Penalty: 4766.787109
	Iteration 5F: 3 clusters Score -1870659 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1871142.250000 Penalty: 4766.787109
	Iteration 6F: 3 clusters Score -1871142 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1871677.625000 Penalty: 4766.787109
	Iteration 7F: 3 clusters Score -1871678 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1872158.625000 Penalty: 4766.787109
	Iteration 8Q: 3 clusters Score -1872159 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1872603.875000 Penalty: 4766.787109
	Iteration 9Q: 3 clusters Score -1872604 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1873056.125000 Penalty: 4766.787109
	Iteration 10Q: 3 clusters Score -1873056 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1873415.875000 Penalty: 4766.787109
	Iteration 11Q: 3 clusters Score -1873416 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1873708.500000 Penalty: 4766.787109
	Iteration 12Q: 3 clusters Score -1873708 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1873907.250000 Penalty: 4766.787109
	Iteration 13Q: 3 clusters Score -1873907 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1874049.625000 Penalty: 4766.787109
	Iteration 14Q: 3 clusters Score -1874050 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1874162.375000 Penalty: 4766.787109
	Iteration 15Q: 3 clusters Score -1874162 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1874248.750000 Penalty: 4766.787109
	Iteration 16Q: 3 clusters Score -1874249 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1874309.500000 Penalty: 4766.787109
	Iteration 17Q: 3 clusters Score -1874310 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1874354.000000 Penalty: 4766.787109
	Iteration 18Q: 3 clusters Score -1874354 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1874401.375000 Penalty: 4766.787109
	Iteration 19Q: 3 clusters Score -1874401 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1874430.875000 Penalty: 4766.787109
	Iteration 20F: 3 clusters Score -1874431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1874454.000000 Penalty: 4766.787109
	Iteration 21Q: 3 clusters Score -1874454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1874475.000000 Penalty: 4766.787109
	Iteration 22Q: 3 clusters Score -1874475 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1874505.500000 Penalty: 4766.787109
	Iteration 23Q: 3 clusters Score -1874506 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1874553.500000 Penalty: 4766.787109
	Iteration 24Q: 3 clusters Score -1874554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1874574.625000 Penalty: 4766.787109
	Iteration 25Q: 3 clusters Score -1874575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1874585.875000 Penalty: 4766.787109
	Iteration 26Q: 3 clusters Score -1874586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1874595.250000 Penalty: 4766.787109
	Iteration 27Q: 3 clusters Score -1874595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1874605.375000 Penalty: 4766.787109
	Iteration 28Q: 3 clusters Score -1874605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1874611.625000 Penalty: 4766.787109
	Iteration 29Q: 3 clusters Score -1874612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1874614.750000 Penalty: 4766.787109
	Iteration 30Q: 3 clusters Score -1874615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1874621.250000 Penalty: 4766.787109
	Iteration 31Q: 3 clusters Score -1874621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1874625.375000 Penalty: 4766.787109
	Iteration 32Q: 3 clusters Score -1874625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1874627.500000 Penalty: 4766.787109
	Iteration 33Q: 3 clusters Score -1874628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1874629.500000 Penalty: 4766.787109
	Iteration 34Q: 3 clusters Score -1874630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1874633.625000 Penalty: 4766.787109
	Iteration 35Q: 3 clusters Score -1874634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1874630.125000 Penalty: 4766.787109
	Iteration 36Q: 3 clusters Score -1874630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1874630.375000 Penalty: 4766.787109
	Iteration 37Q: 3 clusters Score -1874630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1874631.375000 Penalty: 4766.787109
	Iteration 38Q: 3 clusters Score -1874631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1874632.375000 Penalty: 4766.787109
	Iteration 39Q: 3 clusters Score -1874632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1874632.375000 Penalty: 4766.787109
	Iteration 40F: 3 clusters Score -1874632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -175312.765625 Penalty: 1808.330688
	Iteration 0F: 2 clusters Score -175312.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -173043.296875 Penalty: 3616.661377
	Iteration 0F: 3 clusters Score -173043.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -173534.578125 Penalty: 3616.661377
	Iteration 1F: 3 clusters Score -173534.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -173787.453125 Penalty: 3616.661377
	Iteration 2F: 3 clusters Score -173787.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -174032.453125 Penalty: 3616.661377
	Iteration 3F: 3 clusters Score -174032.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -174243.859375 Penalty: 3616.661377
	Iteration 4F: 3 clusters Score -174243.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -174434.968750 Penalty: 3616.661377
	Iteration 5Q: 3 clusters Score -174435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -174593.000000 Penalty: 3616.661377
	Iteration 6Q: 3 clusters Score -174593 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -174710.187500 Penalty: 3616.661377
	Iteration 7Q: 3 clusters Score -174710.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -174790.453125 Penalty: 3616.661377
	Iteration 8Q: 3 clusters Score -174790.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -174844.015625 Penalty: 3616.661377
	Iteration 9Q: 3 clusters Score -174844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -174882.765625 Penalty: 3616.661377
	Iteration 10Q: 3 clusters Score -174882.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -174911.968750 Penalty: 3616.661377
	Iteration 11Q: 3 clusters Score -174912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -174948.812500 Penalty: 3616.661377
	Iteration 12Q: 3 clusters Score -174948.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -174989.500000 Penalty: 3616.661377
	Iteration 13Q: 3 clusters Score -174989.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -175038.312500 Penalty: 3616.661377
	Iteration 14Q: 3 clusters Score -175038.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -175052.921875 Penalty: 3616.661377
	Iteration 15Q: 3 clusters Score -175052.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -175062.937500 Penalty: 3616.661377
	Iteration 16Q: 3 clusters Score -175062.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -175077.421875 Penalty: 3616.661377
	Iteration 17Q: 3 clusters Score -175077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -175081.343750 Penalty: 3616.661377
	Iteration 18Q: 3 clusters Score -175081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -175082.921875 Penalty: 3616.661377
	Iteration 19Q: 3 clusters Score -175082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -175084.625000 Penalty: 3616.661377
	Iteration 20F: 3 clusters Score -175084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -175085.515625 Penalty: 3616.661377
	Iteration 21Q: 3 clusters Score -175085.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -175085.515625 Penalty: 3616.661377
	Iteration 22F: 3 clusters Score -175085.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Entering Unmasked Estep 
Score: -638547.000000 Penalty: 2132.495605
	Iteration 0F: 2 clusters Score -638547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -633733.750000 Penalty: 4264.991211
	Iteration 0F: 3 clusters Score -633733.8 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -634988.625000 Penalty: 4264.991211
	Iteration 1F: 3 clusters Score -634988.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -635243.312500 Penalty: 4264.991211
	Iteration 2F: 3 clusters Score -635243.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -635412.812500 Penalty: 4264.991211
	Iteration 3F: 3 clusters Score -635412.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -635522.062500 Penalty: 4264.991211
	Iteration 4Q: 3 clusters Score -635522.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -635606.187500 Penalty: 4264.991211
	Iteration 5Q: 3 clusters Score -635606.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -635684.250000 Penalty: 4264.991211
	Iteration 6Q: 3 clusters Score -635684.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -635741.125000 Penalty: 4264.991211
	Iteration 7Q: 3 clusters Score -635741.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -635785.687500 Penalty: 4264.991211
	Iteration 8Q: 3 clusters Score -635785.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -635831.875000 Penalty: 4264.991211
	Iteration 9Q: 3 clusters Score -635831.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -635874.500000 Penalty: 4264.991211
	Iteration 10Q: 3 clusters Score -635874.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -635901.625000 Penalty: 4264.991211
	Iteration 11Q: 3 clusters Score -635901.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -635923.687500 Penalty: 4264.991211
	Iteration 12Q: 3 clusters Score -635923.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -635941.687500 Penalty: 4264.991211
	Iteration 13Q: 3 clusters Score -635941.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -635958.750000 Penalty: 4264.991211
	Iteration 14Q: 3 clusters Score -635958.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -635971.625000 Penalty: 4264.991211
	Iteration 15Q: 3 clusters Score -635971.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -635979.875000 Penalty: 4264.991211
	Iteration 16Q: 3 clusters Score -635979.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -635988.937500 Penalty: 4264.991211
	Iteration 17Q: 3 clusters Score -635988.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -635996.375000 Penalty: 4264.991211
	Iteration 18Q: 3 clusters Score -635996.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -636003.125000 Penalty: 4264.991211
	Iteration 19Q: 3 clusters Score -636003.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -636015.687500 Penalty: 4264.991211
	Iteration 20F: 3 clusters Score -636015.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -636032.687500 Penalty: 4264.991211
	Iteration 21Q: 3 clusters Score -636032.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -636045.375000 Penalty: 4264.991211
	Iteration 22Q: 3 clusters Score -636045.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -636058.000000 Penalty: 4264.991211
	Iteration 23Q: 3 clusters Score -636058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -636074.000000 Penalty: 4264.991211
	Iteration 24Q: 3 clusters Score -636074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -636096.000000 Penalty: 4264.991211
	Iteration 25Q: 3 clusters Score -636096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -636111.187500 Penalty: 4264.991211
	Iteration 26Q: 3 clusters Score -636111.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -636131.750000 Penalty: 4264.991211
	Iteration 27Q: 3 clusters Score -636131.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -636149.625000 Penalty: 4264.991211
	Iteration 28Q: 3 clusters Score -636149.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -636171.250000 Penalty: 4264.991211
	Iteration 29Q: 3 clusters Score -636171.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -636194.125000 Penalty: 4264.991211
	Iteration 30Q: 3 clusters Score -636194.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -636220.125000 Penalty: 4264.991211
	Iteration 31Q: 3 clusters Score -636220.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -636246.125000 Penalty: 4264.991211
	Iteration 32Q: 3 clusters Score -636246.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -636264.125000 Penalty: 4264.991211
	Iteration 33Q: 3 clusters Score -636264.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -636281.375000 Penalty: 4264.991211
	Iteration 34Q: 3 clusters Score -636281.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -636299.750000 Penalty: 4264.991211
	Iteration 35Q: 3 clusters Score -636299.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -636326.687500 Penalty: 4264.991211
	Iteration 36Q: 3 clusters Score -636326.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -636352.312500 Penalty: 4264.991211
	Iteration 37Q: 3 clusters Score -636352.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -636380.062500 Penalty: 4264.991211
	Iteration 38Q: 3 clusters Score -636380.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -636398.500000 Penalty: 4264.991211
	Iteration 39Q: 3 clusters Score -636398.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -636409.875000 Penalty: 4264.991211
	Iteration 40F: 3 clusters Score -636409.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -636422.750000 Penalty: 4264.991211
	Iteration 41Q: 3 clusters Score -636422.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -636438.875000 Penalty: 4264.991211
	Iteration 42Q: 3 clusters Score -636438.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -636451.625000 Penalty: 4264.991211
	Iteration 43Q: 3 clusters Score -636451.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -636459.937500 Penalty: 4264.991211
	Iteration 44Q: 3 clusters Score -636459.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -636467.187500 Penalty: 4264.991211
	Iteration 45Q: 3 clusters Score -636467.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -636470.625000 Penalty: 4264.991211
	Iteration 46Q: 3 clusters Score -636470.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -636477.625000 Penalty: 4264.991211
	Iteration 47Q: 3 clusters Score -636477.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -636485.812500 Penalty: 4264.991211
	Iteration 48Q: 3 clusters Score -636485.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -636491.750000 Penalty: 4264.991211
	Iteration 49Q: 3 clusters Score -636491.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -636497.000000 Penalty: 4264.991211
	Iteration 50Q: 3 clusters Score -636497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -636500.437500 Penalty: 4264.991211
	Iteration 51Q: 3 clusters Score -636500.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -636504.750000 Penalty: 4264.991211
	Iteration 52Q: 3 clusters Score -636504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -636506.687500 Penalty: 4264.991211
	Iteration 53Q: 3 clusters Score -636506.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -636511.562500 Penalty: 4264.991211
	Iteration 54Q: 3 clusters Score -636511.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -636518.250000 Penalty: 4264.991211
	Iteration 55Q: 3 clusters Score -636518.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -636525.000000 Penalty: 4264.991211
	Iteration 56Q: 3 clusters Score -636525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -636537.750000 Penalty: 4264.991211
	Iteration 57Q: 3 clusters Score -636537.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -636551.937500 Penalty: 4264.991211
	Iteration 58Q: 3 clusters Score -636551.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -636564.437500 Penalty: 4264.991211
	Iteration 59Q: 3 clusters Score -636564.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -636571.687500 Penalty: 4264.991211
	Iteration 60F: 3 clusters Score -636571.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -636576.812500 Penalty: 4264.991211
	Iteration 61Q: 3 clusters Score -636576.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -636580.625000 Penalty: 4264.991211
	Iteration 62Q: 3 clusters Score -636580.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -636590.000000 Penalty: 4264.991211
	Iteration 63Q: 3 clusters Score -636590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -636599.312500 Penalty: 4264.991211
	Iteration 64Q: 3 clusters Score -636599.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -636608.062500 Penalty: 4264.991211
	Iteration 65Q: 3 clusters Score -636608.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -636615.000000 Penalty: 4264.991211
	Iteration 66Q: 3 clusters Score -636615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -636621.687500 Penalty: 4264.991211
	Iteration 67Q: 3 clusters Score -636621.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -636626.937500 Penalty: 4264.991211
	Iteration 68Q: 3 clusters Score -636626.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -636630.500000 Penalty: 4264.991211
	Iteration 69Q: 3 clusters Score -636630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -636633.750000 Penalty: 4264.991211
	Iteration 70Q: 3 clusters Score -636633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -636636.062500 Penalty: 4264.991211
	Iteration 71Q: 3 clusters Score -636636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -636637.312500 Penalty: 4264.991211
	Iteration 72Q: 3 clusters Score -636637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -636639.250000 Penalty: 4264.991211
	Iteration 73Q: 3 clusters Score -636639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -636640.625000 Penalty: 4264.991211
	Iteration 74Q: 3 clusters Score -636640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -636640.875000 Penalty: 4264.991211
	Iteration 75Q: 3 clusters Score -636640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -636641.312500 Penalty: 4264.991211
	Iteration 76Q: 3 clusters Score -636641.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -636641.875000 Penalty: 4264.991211
	Iteration 77Q: 3 clusters Score -636641.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -636641.875000 Penalty: 4264.991211
	Iteration 78F: 3 clusters Score -636641.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -92729.445312 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -92729.45 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 357 members 
Entering Unmasked Estep 
Score: -90921.320312 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -90921.32 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91174.843750 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -91174.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91249.039062 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -91249.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91280.171875 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -91280.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91300.117188 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -91300.12 nChanged 6
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: -91306.007812 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -91306.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91311.484375 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -91311.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -91314.921875 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -91314.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91317.687500 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -91317.69 nChanged 1
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: -91318.304688 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -91318.3 nChanged 0
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: -91318.304688 Penalty: 3303.009766
	Iteration 10F: 3 clusters Score -91318.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Entering Unmasked Estep 
Score: -1014434.625000 Penalty: 2252.405518
	Iteration 0F: 2 clusters Score -1014435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1007590.312500 Penalty: 4504.811035
	Iteration 0F: 3 clusters Score -1007590 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1009806.062500 Penalty: 4504.811035
	Iteration 1F: 3 clusters Score -1009806 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1010425.875000 Penalty: 4504.811035
	Iteration 2F: 3 clusters Score -1010426 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1010924.562500 Penalty: 4504.811035
	Iteration 3F: 3 clusters Score -1010925 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1011324.812500 Penalty: 4504.811035
	Iteration 4F: 3 clusters Score -1011325 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1011683.812500 Penalty: 4504.811035
	Iteration 5F: 3 clusters Score -1011684 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1012030.125000 Penalty: 4504.811035
	Iteration 6F: 3 clusters Score -1012030 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1012399.312500 Penalty: 4504.811035
	Iteration 7Q: 3 clusters Score -1012399 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1012734.687500 Penalty: 4504.811035
	Iteration 8Q: 3 clusters Score -1012735 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1013060.750000 Penalty: 4504.811035
	Iteration 9Q: 3 clusters Score -1013061 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1013276.000000 Penalty: 4504.811035
	Iteration 10Q: 3 clusters Score -1013276 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1013419.750000 Penalty: 4504.811035
	Iteration 11Q: 3 clusters Score -1013420 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1013525.250000 Penalty: 4504.811035
	Iteration 12Q: 3 clusters Score -1013525 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1013599.250000 Penalty: 4504.811035
	Iteration 13Q: 3 clusters Score -1013599 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1013635.812500 Penalty: 4504.811035
	Iteration 14Q: 3 clusters Score -1013636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1013660.687500 Penalty: 4504.811035
	Iteration 15Q: 3 clusters Score -1013661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1013677.562500 Penalty: 4504.811035
	Iteration 16Q: 3 clusters Score -1013678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1013694.937500 Penalty: 4504.811035
	Iteration 17Q: 3 clusters Score -1013695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1013705.562500 Penalty: 4504.811035
	Iteration 18Q: 3 clusters Score -1013706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1013722.187500 Penalty: 4504.811035
	Iteration 19Q: 3 clusters Score -1013722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1013734.187500 Penalty: 4504.811035
	Iteration 20F: 3 clusters Score -1013734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1013751.250000 Penalty: 4504.811035
	Iteration 21Q: 3 clusters Score -1013751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1013765.937500 Penalty: 4504.811035
	Iteration 22Q: 3 clusters Score -1013766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1013781.312500 Penalty: 4504.811035
	Iteration 23Q: 3 clusters Score -1013781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1013796.500000 Penalty: 4504.811035
	Iteration 24Q: 3 clusters Score -1013796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1013810.000000 Penalty: 4504.811035
	Iteration 25Q: 3 clusters Score -1013810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1013826.812500 Penalty: 4504.811035
	Iteration 26Q: 3 clusters Score -1013827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1013835.937500 Penalty: 4504.811035
	Iteration 27Q: 3 clusters Score -1013836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1013845.812500 Penalty: 4504.811035
	Iteration 28Q: 3 clusters Score -1013846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1013852.125000 Penalty: 4504.811035
	Iteration 29Q: 3 clusters Score -1013852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1013862.687500 Penalty: 4504.811035
	Iteration 30Q: 3 clusters Score -1013863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1013871.812500 Penalty: 4504.811035
	Iteration 31Q: 3 clusters Score -1013872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1013879.000000 Penalty: 4504.811035
	Iteration 32Q: 3 clusters Score -1013879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1013886.250000 Penalty: 4504.811035
	Iteration 33Q: 3 clusters Score -1013886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1013899.375000 Penalty: 4504.811035
	Iteration 34Q: 3 clusters Score -1013899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1013911.500000 Penalty: 4504.811035
	Iteration 35Q: 3 clusters Score -1013912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1013918.687500 Penalty: 4504.811035
	Iteration 36Q: 3 clusters Score -1013919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1013922.187500 Penalty: 4504.811035
	Iteration 37Q: 3 clusters Score -1013922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1013921.375000 Penalty: 4504.811035
	Iteration 38Q: 3 clusters Score -1013921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1013923.000000 Penalty: 4504.811035
	Iteration 39Q: 3 clusters Score -1013923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1013922.562500 Penalty: 4504.811035
	Iteration 40F: 3 clusters Score -1013923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1013921.937500 Penalty: 4504.811035
	Iteration 41Q: 3 clusters Score -1013922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1013921.937500 Penalty: 4504.811035
	Iteration 42F: 3 clusters Score -1013922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Entering Unmasked Estep 
Score: -1200072.625000 Penalty: 2285.573975
	Iteration 0F: 2 clusters Score -1200073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1192431.750000 Penalty: 4571.147949
	Iteration 0F: 3 clusters Score -1192432 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1194720.750000 Penalty: 4571.147949
	Iteration 1F: 3 clusters Score -1194721 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1195144.875000 Penalty: 4571.147949
	Iteration 2F: 3 clusters Score -1195145 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1195546.750000 Penalty: 4571.147949
	Iteration 3F: 3 clusters Score -1195547 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1195892.250000 Penalty: 4571.147949
	Iteration 4F: 3 clusters Score -1195892 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1196218.000000 Penalty: 4571.147949
	Iteration 5F: 3 clusters Score -1196218 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1196484.625000 Penalty: 4571.147949
	Iteration 6Q: 3 clusters Score -1196485 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1196778.875000 Penalty: 4571.147949
	Iteration 7Q: 3 clusters Score -1196779 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1197056.750000 Penalty: 4571.147949
	Iteration 8Q: 3 clusters Score -1197057 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1197287.750000 Penalty: 4571.147949
	Iteration 9Q: 3 clusters Score -1197288 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1197469.875000 Penalty: 4571.147949
	Iteration 10Q: 3 clusters Score -1197470 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1197615.250000 Penalty: 4571.147949
	Iteration 11Q: 3 clusters Score -1197615 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1197758.750000 Penalty: 4571.147949
	Iteration 12Q: 3 clusters Score -1197759 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1197872.875000 Penalty: 4571.147949
	Iteration 13Q: 3 clusters Score -1197873 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1197974.875000 Penalty: 4571.147949
	Iteration 14Q: 3 clusters Score -1197975 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1198083.000000 Penalty: 4571.147949
	Iteration 15Q: 3 clusters Score -1198083 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1198193.625000 Penalty: 4571.147949
	Iteration 16Q: 3 clusters Score -1198194 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1198304.500000 Penalty: 4571.147949
	Iteration 17Q: 3 clusters Score -1198304 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1198403.125000 Penalty: 4571.147949
	Iteration 18Q: 3 clusters Score -1198403 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1198501.625000 Penalty: 4571.147949
	Iteration 19Q: 3 clusters Score -1198502 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1198596.500000 Penalty: 4571.147949
	Iteration 20F: 3 clusters Score -1198596 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1198674.500000 Penalty: 4571.147949
	Iteration 21Q: 3 clusters Score -1198674 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1198729.875000 Penalty: 4571.147949
	Iteration 22Q: 3 clusters Score -1198730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1198777.500000 Penalty: 4571.147949
	Iteration 23Q: 3 clusters Score -1198778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1198815.375000 Penalty: 4571.147949
	Iteration 24Q: 3 clusters Score -1198815 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1198850.125000 Penalty: 4571.147949
	Iteration 25Q: 3 clusters Score -1198850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1198867.000000 Penalty: 4571.147949
	Iteration 26Q: 3 clusters Score -1198867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1198878.250000 Penalty: 4571.147949
	Iteration 27Q: 3 clusters Score -1198878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1198889.125000 Penalty: 4571.147949
	Iteration 28Q: 3 clusters Score -1198889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1198894.625000 Penalty: 4571.147949
	Iteration 29Q: 3 clusters Score -1198895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1198905.250000 Penalty: 4571.147949
	Iteration 30Q: 3 clusters Score -1198905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1198907.625000 Penalty: 4571.147949
	Iteration 31Q: 3 clusters Score -1198908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1198910.250000 Penalty: 4571.147949
	Iteration 32Q: 3 clusters Score -1198910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1198913.250000 Penalty: 4571.147949
	Iteration 33Q: 3 clusters Score -1198913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1198918.375000 Penalty: 4571.147949
	Iteration 34Q: 3 clusters Score -1198918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1198917.000000 Penalty: 4571.147949
	Iteration 35Q: 3 clusters Score -1198917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1198916.250000 Penalty: 4571.147949
	Iteration 36Q: 3 clusters Score -1198916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1198917.750000 Penalty: 4571.147949
	Iteration 37Q: 3 clusters Score -1198918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1198917.750000 Penalty: 4571.147949
	Iteration 38F: 3 clusters Score -1198918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Entering Unmasked Estep 
Score: -1802432.625000 Penalty: 2385.792236
	Iteration 0F: 2 clusters Score -1802433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1791661.125000 Penalty: 4771.584473
	Iteration 0F: 3 clusters Score -1791661 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1795158.250000 Penalty: 4771.584473
	Iteration 1F: 3 clusters Score -1795158 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1795681.125000 Penalty: 4771.584473
	Iteration 2F: 3 clusters Score -1795681 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1796180.125000 Penalty: 4771.584473
	Iteration 3F: 3 clusters Score -1796180 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1796671.625000 Penalty: 4771.584473
	Iteration 4F: 3 clusters Score -1796672 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1797176.375000 Penalty: 4771.584473
	Iteration 5F: 3 clusters Score -1797176 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1797739.500000 Penalty: 4771.584473
	Iteration 6F: 3 clusters Score -1797740 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1798322.125000 Penalty: 4771.584473
	Iteration 7Q: 3 clusters Score -1798322 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1798841.000000 Penalty: 4771.584473
	Iteration 8Q: 3 clusters Score -1798841 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1799254.500000 Penalty: 4771.584473
	Iteration 9Q: 3 clusters Score -1799254 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1799609.250000 Penalty: 4771.584473
	Iteration 10Q: 3 clusters Score -1799609 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1799873.500000 Penalty: 4771.584473
	Iteration 11Q: 3 clusters Score -1799874 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1800113.750000 Penalty: 4771.584473
	Iteration 12Q: 3 clusters Score -1800114 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1800314.500000 Penalty: 4771.584473
	Iteration 13Q: 3 clusters Score -1800314 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1800481.500000 Penalty: 4771.584473
	Iteration 14Q: 3 clusters Score -1800482 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1800606.500000 Penalty: 4771.584473
	Iteration 15Q: 3 clusters Score -1800606 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1800713.375000 Penalty: 4771.584473
	Iteration 16Q: 3 clusters Score -1800713 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1800776.875000 Penalty: 4771.584473
	Iteration 17Q: 3 clusters Score -1800777 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1800836.625000 Penalty: 4771.584473
	Iteration 18Q: 3 clusters Score -1800837 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1800886.125000 Penalty: 4771.584473
	Iteration 19Q: 3 clusters Score -1800886 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1800933.500000 Penalty: 4771.584473
	Iteration 20F: 3 clusters Score -1800934 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1800973.375000 Penalty: 4771.584473
	Iteration 21Q: 3 clusters Score -1800973 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1801017.125000 Penalty: 4771.584473
	Iteration 22Q: 3 clusters Score -1801017 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1801047.875000 Penalty: 4771.584473
	Iteration 23Q: 3 clusters Score -1801048 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1801086.750000 Penalty: 4771.584473
	Iteration 24Q: 3 clusters Score -1801087 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1801108.125000 Penalty: 4771.584473
	Iteration 25Q: 3 clusters Score -1801108 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1801135.250000 Penalty: 4771.584473
	Iteration 26Q: 3 clusters Score -1801135 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1801156.500000 Penalty: 4771.584473
	Iteration 27Q: 3 clusters Score -1801156 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1801184.875000 Penalty: 4771.584473
	Iteration 28Q: 3 clusters Score -1801185 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1801207.000000 Penalty: 4771.584473
	Iteration 29Q: 3 clusters Score -1801207 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1801233.125000 Penalty: 4771.584473
	Iteration 30Q: 3 clusters Score -1801233 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1801245.500000 Penalty: 4771.584473
	Iteration 31Q: 3 clusters Score -1801246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1801261.750000 Penalty: 4771.584473
	Iteration 32Q: 3 clusters Score -1801262 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1801274.250000 Penalty: 4771.584473
	Iteration 33Q: 3 clusters Score -1801274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1801291.625000 Penalty: 4771.584473
	Iteration 34Q: 3 clusters Score -1801292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1801302.500000 Penalty: 4771.584473
	Iteration 35Q: 3 clusters Score -1801302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1801310.250000 Penalty: 4771.584473
	Iteration 36Q: 3 clusters Score -1801310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1801318.500000 Penalty: 4771.584473
	Iteration 37Q: 3 clusters Score -1801318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1801329.750000 Penalty: 4771.584473
	Iteration 38Q: 3 clusters Score -1801330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1801332.375000 Penalty: 4771.584473
	Iteration 39Q: 3 clusters Score -1801332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1801343.875000 Penalty: 4771.584473
	Iteration 40F: 3 clusters Score -1801344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1801358.000000 Penalty: 4771.584473
	Iteration 41Q: 3 clusters Score -1801358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1801358.250000 Penalty: 4771.584473
	Iteration 42Q: 3 clusters Score -1801358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1801370.750000 Penalty: 4771.584473
	Iteration 43Q: 3 clusters Score -1801371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1801377.500000 Penalty: 4771.584473
	Iteration 44Q: 3 clusters Score -1801378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1801401.125000 Penalty: 4771.584473
	Iteration 45Q: 3 clusters Score -1801401 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1801420.500000 Penalty: 4771.584473
	Iteration 46Q: 3 clusters Score -1801420 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1801452.125000 Penalty: 4771.584473
	Iteration 47Q: 3 clusters Score -1801452 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1801500.500000 Penalty: 4771.584473
	Iteration 48Q: 3 clusters Score -1801500 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1801573.875000 Penalty: 4771.584473
	Iteration 49Q: 3 clusters Score -1801574 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1801646.500000 Penalty: 4771.584473
	Iteration 50Q: 3 clusters Score -1801646 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1801704.750000 Penalty: 4771.584473
	Iteration 51Q: 3 clusters Score -1801705 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1801733.000000 Penalty: 4771.584473
	Iteration 52Q: 3 clusters Score -1801733 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1801754.250000 Penalty: 4771.584473
	Iteration 53Q: 3 clusters Score -1801754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1801773.000000 Penalty: 4771.584473
	Iteration 54Q: 3 clusters Score -1801773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1801783.625000 Penalty: 4771.584473
	Iteration 55Q: 3 clusters Score -1801784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1801786.750000 Penalty: 4771.584473
	Iteration 56Q: 3 clusters Score -1801787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1801791.000000 Penalty: 4771.584473
	Iteration 57Q: 3 clusters Score -1801791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1801795.000000 Penalty: 4771.584473
	Iteration 58Q: 3 clusters Score -1801795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1801794.500000 Penalty: 4771.584473
	Iteration 59Q: 3 clusters Score -1801794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1801792.750000 Penalty: 4771.584473
	Iteration 60F: 3 clusters Score -1801793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1801795.875000 Penalty: 4771.584473
	Iteration 61Q: 3 clusters Score -1801796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1801799.250000 Penalty: 4771.584473
	Iteration 62Q: 3 clusters Score -1801799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1801807.000000 Penalty: 4771.584473
	Iteration 63Q: 3 clusters Score -1801807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1801807.250000 Penalty: 4771.584473
	Iteration 64Q: 3 clusters Score -1801807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1801811.500000 Penalty: 4771.584473
	Iteration 65Q: 3 clusters Score -1801812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1801811.625000 Penalty: 4771.584473
	Iteration 66Q: 3 clusters Score -1801812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1801812.875000 Penalty: 4771.584473
	Iteration 67Q: 3 clusters Score -1801813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1801818.375000 Penalty: 4771.584473
	Iteration 68Q: 3 clusters Score -1801818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1801818.125000 Penalty: 4771.584473
	Iteration 69Q: 3 clusters Score -1801818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1801818.750000 Penalty: 4771.584473
	Iteration 70Q: 3 clusters Score -1801819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1801821.000000 Penalty: 4771.584473
	Iteration 71Q: 3 clusters Score -1801821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1801817.000000 Penalty: 4771.584473
	Iteration 72Q: 3 clusters Score -1801817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1801819.750000 Penalty: 4771.584473
	Iteration 73Q: 3 clusters Score -1801820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1801818.000000 Penalty: 4771.584473
	Iteration 74Q: 3 clusters Score -1801818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1801819.250000 Penalty: 4771.584473
	Iteration 75Q: 3 clusters Score -1801819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1801823.625000 Penalty: 4771.584473
	Iteration 76Q: 3 clusters Score -1801824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1801824.875000 Penalty: 4771.584473
	Iteration 77Q: 3 clusters Score -1801825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1801822.500000 Penalty: 4771.584473
	Iteration 78Q: 3 clusters Score -1801822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1801818.875000 Penalty: 4771.584473
	Iteration 79Q: 3 clusters Score -1801819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1801820.500000 Penalty: 4771.584473
	Iteration 80F: 3 clusters Score -1801820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1801822.000000 Penalty: 4771.584473
	Iteration 81Q: 3 clusters Score -1801822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1801821.875000 Penalty: 4771.584473
	Iteration 82Q: 3 clusters Score -1801822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1801821.625000 Penalty: 4771.584473
	Iteration 83Q: 3 clusters Score -1801822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1801825.250000 Penalty: 4771.584473
	Iteration 84Q: 3 clusters Score -1801825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1801825.250000 Penalty: 4771.584473
	Iteration 85F: 3 clusters Score -1801825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141559 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43355 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 44875 members 
Mstep: Class 15 contains 157155 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275762 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748080.000000 Penalty: 108024.484375
Iteration 279Q: 32 clusters Score -1.577481e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141559 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43355 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 44874 members 
Mstep: Class 15 contains 157155 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275763 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748096.000000 Penalty: 108024.484375
Iteration 280F: 32 clusters Score -1.577481e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141559 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43355 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 44874 members 
Mstep: Class 15 contains 157154 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275764 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748064.000000 Penalty: 108024.484375
Iteration 281Q: 32 clusters Score -1.577481e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141559 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43355 members 
Mstep: Class 9 contains 32753 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 44874 members 
Mstep: Class 15 contains 157152 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275766 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748096.000000 Penalty: 108024.484375
Iteration 282Q: 32 clusters Score -1.577481e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141559 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43356 members 
Mstep: Class 9 contains 32752 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 44874 members 
Mstep: Class 15 contains 157152 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275766 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748080.000000 Penalty: 108024.484375
Iteration 283Q: 32 clusters Score -1.577481e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141559 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43358 members 
Mstep: Class 9 contains 32752 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 44874 members 
Mstep: Class 15 contains 157152 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275764 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748064.000000 Penalty: 108024.484375
Iteration 284Q: 32 clusters Score -1.577481e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141559 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43358 members 
Mstep: Class 9 contains 32752 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 44874 members 
Mstep: Class 15 contains 157152 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275764 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157748064.000000 Penalty: 108024.484375
Iteration 285F: 32 clusters Score -1.577481e+08 nChanged 0
Entering ConstructFrom: 
Score: -157748064.000000 Penalty: 108024.484375
Entering ConstructFrom: 
Trying to split cluster 1 (107163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107163 members 
Entering Unmasked Estep 
Score: -13589308.000000 Penalty: 2872.362549
	Iteration 0F: 2 clusters Score -1.358931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -13517659.000000 Penalty: 5744.725098
	Iteration 0F: 3 clusters Score -1.351766e+07 nChanged 50842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -13546338.000000 Penalty: 5744.725098
	Iteration 1F: 3 clusters Score -1.354634e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -13546953.000000 Penalty: 5744.725098
	Iteration 2Q: 3 clusters Score -1.354695e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -13547741.000000 Penalty: 5744.725098
	Iteration 3Q: 3 clusters Score -1.354774e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -13548522.000000 Penalty: 5744.725098
	Iteration 4Q: 3 clusters Score -1.354852e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -13549840.000000 Penalty: 5744.725098
	Iteration 5Q: 3 clusters Score -1.354984e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -13552061.000000 Penalty: 5744.725098
	Iteration 6Q: 3 clusters Score -1.355206e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -13555838.000000 Penalty: 5744.725098
	Iteration 7F: 3 clusters Score -1.355584e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -13561604.000000 Penalty: 5744.725098
	Iteration 8F: 3 clusters Score -1.35616e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 88386 members 
Entering Unmasked Estep 
Score: -13569256.000000 Penalty: 5744.725098
	Iteration 9F: 3 clusters Score -1.356926e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 96090 members 
Entering Unmasked Estep 
Score: -13576830.000000 Penalty: 5744.725098
	Iteration 10F: 3 clusters Score -1.357683e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 101370 members 
Entering Unmasked Estep 
Score: -13581903.000000 Penalty: 5744.725098
	Iteration 11Q: 3 clusters Score -1.35819e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -13584424.000000 Penalty: 5744.725098
	Iteration 12Q: 3 clusters Score -1.358442e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 105644 members 
Entering Unmasked Estep 
Score: -13585677.000000 Penalty: 5744.725098
	Iteration 13Q: 3 clusters Score -1.358568e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 106263 members 
Entering Unmasked Estep 
Score: -13586215.000000 Penalty: 5744.725098
	Iteration 14Q: 3 clusters Score -1.358622e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 106524 members 
Entering Unmasked Estep 
Score: -13586449.000000 Penalty: 5744.725098
	Iteration 15Q: 3 clusters Score -1.358645e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -13586609.000000 Penalty: 5744.725098
	Iteration 16Q: 3 clusters Score -1.358661e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 106715 members 
Entering Unmasked Estep 
Score: -13586707.000000 Penalty: 5744.725098
	Iteration 17Q: 3 clusters Score -1.358671e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 106739 members 
Entering Unmasked Estep 
Score: -13586740.000000 Penalty: 5744.725098
	Iteration 18Q: 3 clusters Score -1.358674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -13586764.000000 Penalty: 5744.725098
	Iteration 19Q: 3 clusters Score -1.358676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -13586794.000000 Penalty: 5744.725098
	Iteration 20F: 3 clusters Score -1.358679e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -13586802.000000 Penalty: 5744.725098
	Iteration 21Q: 3 clusters Score -1.35868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -13586816.000000 Penalty: 5744.725098
	Iteration 22Q: 3 clusters Score -1.358682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -13586821.000000 Penalty: 5744.725098
	Iteration 23Q: 3 clusters Score -1.358682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -13586806.000000 Penalty: 5744.725098
	Iteration 24Q: 3 clusters Score -1.358681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -13586830.000000 Penalty: 5744.725098
	Iteration 25Q: 3 clusters Score -1.358683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 106777 members 
Entering Unmasked Estep 
Score: -13586823.000000 Penalty: 5744.725098
	Iteration 26Q: 3 clusters Score -1.358682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 106779 members 
Entering Unmasked Estep 
Score: -13586833.000000 Penalty: 5744.725098
	Iteration 27Q: 3 clusters Score -1.358683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 106779 members 
Entering Unmasked Estep 
Score: -13586834.000000 Penalty: 5744.725098
	Iteration 28Q: 3 clusters Score -1.358683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -13586826.000000 Penalty: 5744.725098
	Iteration 29Q: 3 clusters Score -1.358683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 106779 members 
Entering Unmasked Estep 
Score: -13586824.000000 Penalty: 5744.725098
	Iteration 30Q: 3 clusters Score -1.358682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 106779 members 
Entering Unmasked Estep 
Score: -13586824.000000 Penalty: 5744.725098
	Iteration 31F: 3 clusters Score -1.358682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Entering Unmasked Estep 
Score: -1155082.250000 Penalty: 2273.056885
	Iteration 0F: 2 clusters Score -1155082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1147663.500000 Penalty: 4546.113770
	Iteration 0F: 3 clusters Score -1147664 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1149857.625000 Penalty: 4546.113770
	Iteration 1F: 3 clusters Score -1149858 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1150171.500000 Penalty: 4546.113770
	Iteration 2F: 3 clusters Score -1150172 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1150407.000000 Penalty: 4546.113770
	Iteration 3F: 3 clusters Score -1150407 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1150635.125000 Penalty: 4546.113770
	Iteration 4Q: 3 clusters Score -1150635 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1150850.000000 Penalty: 4546.113770
	Iteration 5Q: 3 clusters Score -1150850 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1151072.375000 Penalty: 4546.113770
	Iteration 6Q: 3 clusters Score -1151072 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1151274.000000 Penalty: 4546.113770
	Iteration 7Q: 3 clusters Score -1151274 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1151454.375000 Penalty: 4546.113770
	Iteration 8Q: 3 clusters Score -1151454 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1151630.875000 Penalty: 4546.113770
	Iteration 9Q: 3 clusters Score -1151631 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1151789.875000 Penalty: 4546.113770
	Iteration 10Q: 3 clusters Score -1151790 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1151951.875000 Penalty: 4546.113770
	Iteration 11Q: 3 clusters Score -1151952 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1152093.500000 Penalty: 4546.113770
	Iteration 12Q: 3 clusters Score -1152094 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1152240.625000 Penalty: 4546.113770
	Iteration 13Q: 3 clusters Score -1152241 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1152384.875000 Penalty: 4546.113770
	Iteration 14Q: 3 clusters Score -1152385 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1152544.750000 Penalty: 4546.113770
	Iteration 15Q: 3 clusters Score -1152545 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1152688.000000 Penalty: 4546.113770
	Iteration 16Q: 3 clusters Score -1152688 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1152827.000000 Penalty: 4546.113770
	Iteration 17Q: 3 clusters Score -1152827 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1152958.250000 Penalty: 4546.113770
	Iteration 18Q: 3 clusters Score -1152958 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1153078.000000 Penalty: 4546.113770
	Iteration 19Q: 3 clusters Score -1153078 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1153190.875000 Penalty: 4546.113770
	Iteration 20F: 3 clusters Score -1153191 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1153265.125000 Penalty: 4546.113770
	Iteration 21Q: 3 clusters Score -1153265 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1153336.250000 Penalty: 4546.113770
	Iteration 22Q: 3 clusters Score -1153336 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1153400.500000 Penalty: 4546.113770
	Iteration 23Q: 3 clusters Score -1153400 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1153461.500000 Penalty: 4546.113770
	Iteration 24Q: 3 clusters Score -1153462 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1153500.625000 Penalty: 4546.113770
	Iteration 25Q: 3 clusters Score -1153501 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1153531.125000 Penalty: 4546.113770
	Iteration 26Q: 3 clusters Score -1153531 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1153551.000000 Penalty: 4546.113770
	Iteration 27Q: 3 clusters Score -1153551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1153568.625000 Penalty: 4546.113770
	Iteration 28Q: 3 clusters Score -1153569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1153583.000000 Penalty: 4546.113770
	Iteration 29Q: 3 clusters Score -1153583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1153602.000000 Penalty: 4546.113770
	Iteration 30Q: 3 clusters Score -1153602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1153616.500000 Penalty: 4546.113770
	Iteration 31Q: 3 clusters Score -1153616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1153637.250000 Penalty: 4546.113770
	Iteration 32Q: 3 clusters Score -1153637 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1153657.375000 Penalty: 4546.113770
	Iteration 33Q: 3 clusters Score -1153657 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1153673.000000 Penalty: 4546.113770
	Iteration 34Q: 3 clusters Score -1153673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1153687.750000 Penalty: 4546.113770
	Iteration 35Q: 3 clusters Score -1153688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1153698.500000 Penalty: 4546.113770
	Iteration 36Q: 3 clusters Score -1153698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1153702.375000 Penalty: 4546.113770
	Iteration 37Q: 3 clusters Score -1153702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1153708.375000 Penalty: 4546.113770
	Iteration 38Q: 3 clusters Score -1153708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1153709.875000 Penalty: 4546.113770
	Iteration 39Q: 3 clusters Score -1153710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1153714.875000 Penalty: 4546.113770
	Iteration 40F: 3 clusters Score -1153715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1153715.625000 Penalty: 4546.113770
	Iteration 41Q: 3 clusters Score -1153716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1153716.000000 Penalty: 4546.113770
	Iteration 42Q: 3 clusters Score -1153716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1153716.500000 Penalty: 4546.113770
	Iteration 43Q: 3 clusters Score -1153716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1153719.125000 Penalty: 4546.113770
	Iteration 44Q: 3 clusters Score -1153719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1153717.375000 Penalty: 4546.113770
	Iteration 45Q: 3 clusters Score -1153717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1153716.125000 Penalty: 4546.113770
	Iteration 46Q: 3 clusters Score -1153716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1153716.125000 Penalty: 4546.113770
	Iteration 47Q: 3 clusters Score -1153716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1153718.750000 Penalty: 4546.113770
	Iteration 48Q: 3 clusters Score -1153719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1153721.125000 Penalty: 4546.113770
	Iteration 49Q: 3 clusters Score -1153721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1153723.625000 Penalty: 4546.113770
	Iteration 50Q: 3 clusters Score -1153724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1153723.375000 Penalty: 4546.113770
	Iteration 51Q: 3 clusters Score -1153723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1153722.500000 Penalty: 4546.113770
	Iteration 52Q: 3 clusters Score -1153722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1153723.125000 Penalty: 4546.113770
	Iteration 53Q: 3 clusters Score -1153723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1153722.750000 Penalty: 4546.113770
	Iteration 54Q: 3 clusters Score -1153723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1153724.125000 Penalty: 4546.113770
	Iteration 55Q: 3 clusters Score -1153724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1153724.750000 Penalty: 4546.113770
	Iteration 56Q: 3 clusters Score -1153725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1153724.750000 Penalty: 4546.113770
	Iteration 57F: 3 clusters Score -1153725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (141559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141559 members 
Entering Unmasked Estep 
Score: -18016140.000000 Penalty: 2941.396973
	Iteration 0F: 2 clusters Score -1.801614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -17923034.000000 Penalty: 5882.793945
	Iteration 0F: 3 clusters Score -1.792303e+07 nChanged 67617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -17962160.000000 Penalty: 5882.793945
	Iteration 1F: 3 clusters Score -1.796216e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -17963054.000000 Penalty: 5882.793945
	Iteration 2Q: 3 clusters Score -1.796305e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76239 members 
Mstep: Class 2 contains 65320 members 
Entering Unmasked Estep 
Score: -17964372.000000 Penalty: 5882.793945
	Iteration 3Q: 3 clusters Score -1.796437e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -17966124.000000 Penalty: 5882.793945
	Iteration 4Q: 3 clusters Score -1.796612e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -17968656.000000 Penalty: 5882.793945
	Iteration 5Q: 3 clusters Score -1.796866e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -17972588.000000 Penalty: 5882.793945
	Iteration 6F: 3 clusters Score -1.797259e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -17978704.000000 Penalty: 5882.793945
	Iteration 7F: 3 clusters Score -1.79787e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -17986348.000000 Penalty: 5882.793945
	Iteration 8F: 3 clusters Score -1.798635e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112259 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -17994226.000000 Penalty: 5882.793945
	Iteration 9F: 3 clusters Score -1.799423e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118348 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -18001226.000000 Penalty: 5882.793945
	Iteration 10F: 3 clusters Score -1.800123e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122469 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -18006458.000000 Penalty: 5882.793945
	Iteration 11Q: 3 clusters Score -1.800646e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125155 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -18009310.000000 Penalty: 5882.793945
	Iteration 12Q: 3 clusters Score -1.800931e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127085 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -18011044.000000 Penalty: 5882.793945
	Iteration 13Q: 3 clusters Score -1.801104e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128675 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -18012112.000000 Penalty: 5882.793945
	Iteration 14Q: 3 clusters Score -1.801211e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129924 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -18012890.000000 Penalty: 5882.793945
	Iteration 15Q: 3 clusters Score -1.801289e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130948 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -18013524.000000 Penalty: 5882.793945
	Iteration 16Q: 3 clusters Score -1.801352e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131787 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -18013864.000000 Penalty: 5882.793945
	Iteration 17Q: 3 clusters Score -1.801386e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132420 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -18014072.000000 Penalty: 5882.793945
	Iteration 18Q: 3 clusters Score -1.801407e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132957 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -18014202.000000 Penalty: 5882.793945
	Iteration 19Q: 3 clusters Score -1.80142e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133400 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -18014292.000000 Penalty: 5882.793945
	Iteration 20F: 3 clusters Score -1.801429e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133801 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -18014432.000000 Penalty: 5882.793945
	Iteration 21Q: 3 clusters Score -1.801443e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134171 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -18014534.000000 Penalty: 5882.793945
	Iteration 22Q: 3 clusters Score -1.801453e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134480 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -18014586.000000 Penalty: 5882.793945
	Iteration 23Q: 3 clusters Score -1.801459e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134697 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -18014606.000000 Penalty: 5882.793945
	Iteration 24Q: 3 clusters Score -1.801461e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134888 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -18014644.000000 Penalty: 5882.793945
	Iteration 25Q: 3 clusters Score -1.801464e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135058 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -18014652.000000 Penalty: 5882.793945
	Iteration 26Q: 3 clusters Score -1.801465e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135198 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -18014664.000000 Penalty: 5882.793945
	Iteration 27Q: 3 clusters Score -1.801466e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135323 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -18014682.000000 Penalty: 5882.793945
	Iteration 28Q: 3 clusters Score -1.801468e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135432 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -18014720.000000 Penalty: 5882.793945
	Iteration 29Q: 3 clusters Score -1.801472e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135510 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -18014736.000000 Penalty: 5882.793945
	Iteration 30Q: 3 clusters Score -1.801474e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135565 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -18014738.000000 Penalty: 5882.793945
	Iteration 31Q: 3 clusters Score -1.801474e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135622 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -18014740.000000 Penalty: 5882.793945
	Iteration 32Q: 3 clusters Score -1.801474e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135687 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -18014770.000000 Penalty: 5882.793945
	Iteration 33Q: 3 clusters Score -1.801477e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135742 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -18014780.000000 Penalty: 5882.793945
	Iteration 34Q: 3 clusters Score -1.801478e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135785 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -18014786.000000 Penalty: 5882.793945
	Iteration 35Q: 3 clusters Score -1.801479e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135833 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -18014798.000000 Penalty: 5882.793945
	Iteration 36Q: 3 clusters Score -1.80148e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135863 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -18014782.000000 Penalty: 5882.793945
	Iteration 37Q: 3 clusters Score -1.801478e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135896 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -18014774.000000 Penalty: 5882.793945
	Iteration 38Q: 3 clusters Score -1.801477e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135917 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -18014782.000000 Penalty: 5882.793945
	Iteration 39Q: 3 clusters Score -1.801478e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135937 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -18014780.000000 Penalty: 5882.793945
	Iteration 40F: 3 clusters Score -1.801478e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135956 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -18014792.000000 Penalty: 5882.793945
	Iteration 41Q: 3 clusters Score -1.801479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135970 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -18014804.000000 Penalty: 5882.793945
	Iteration 42Q: 3 clusters Score -1.80148e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135987 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -18014782.000000 Penalty: 5882.793945
	Iteration 43Q: 3 clusters Score -1.801478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135990 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -18014778.000000 Penalty: 5882.793945
	Iteration 44Q: 3 clusters Score -1.801478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136000 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -18014788.000000 Penalty: 5882.793945
	Iteration 45Q: 3 clusters Score -1.801479e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136019 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -18014796.000000 Penalty: 5882.793945
	Iteration 46Q: 3 clusters Score -1.80148e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136034 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -18014796.000000 Penalty: 5882.793945
	Iteration 47Q: 3 clusters Score -1.80148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136046 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -18014802.000000 Penalty: 5882.793945
	Iteration 48Q: 3 clusters Score -1.80148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -18014814.000000 Penalty: 5882.793945
	Iteration 49Q: 3 clusters Score -1.801481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136069 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -18014818.000000 Penalty: 5882.793945
	Iteration 50Q: 3 clusters Score -1.801482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136081 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -18014802.000000 Penalty: 5882.793945
	Iteration 51Q: 3 clusters Score -1.80148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136097 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -18014802.000000 Penalty: 5882.793945
	Iteration 52Q: 3 clusters Score -1.80148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136106 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -18014786.000000 Penalty: 5882.793945
	Iteration 53Q: 3 clusters Score -1.801479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136111 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -18014806.000000 Penalty: 5882.793945
	Iteration 54Q: 3 clusters Score -1.801481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136115 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -18014802.000000 Penalty: 5882.793945
	Iteration 55Q: 3 clusters Score -1.80148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136116 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -18014808.000000 Penalty: 5882.793945
	Iteration 56Q: 3 clusters Score -1.801481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136119 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -18014804.000000 Penalty: 5882.793945
	Iteration 57Q: 3 clusters Score -1.80148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136121 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -18014808.000000 Penalty: 5882.793945
	Iteration 58Q: 3 clusters Score -1.801481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136124 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -18014806.000000 Penalty: 5882.793945
	Iteration 59Q: 3 clusters Score -1.801481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136126 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -18014790.000000 Penalty: 5882.793945
	Iteration 60F: 3 clusters Score -1.801479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136131 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -18014800.000000 Penalty: 5882.793945
	Iteration 61Q: 3 clusters Score -1.80148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136133 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -18014812.000000 Penalty: 5882.793945
	Iteration 62Q: 3 clusters Score -1.801481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136134 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -18014810.000000 Penalty: 5882.793945
	Iteration 63Q: 3 clusters Score -1.801481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -18014798.000000 Penalty: 5882.793945
	Iteration 64Q: 3 clusters Score -1.80148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136145 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -18014816.000000 Penalty: 5882.793945
	Iteration 65Q: 3 clusters Score -1.801482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136150 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -18014810.000000 Penalty: 5882.793945
	Iteration 66Q: 3 clusters Score -1.801481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136151 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -18014812.000000 Penalty: 5882.793945
	Iteration 67Q: 3 clusters Score -1.801481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136151 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -18014812.000000 Penalty: 5882.793945
	Iteration 68Q: 3 clusters Score -1.801481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136152 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -18014802.000000 Penalty: 5882.793945
	Iteration 69Q: 3 clusters Score -1.80148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136153 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -18014800.000000 Penalty: 5882.793945
	Iteration 70Q: 3 clusters Score -1.80148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136154 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -18014792.000000 Penalty: 5882.793945
	Iteration 71Q: 3 clusters Score -1.801479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136156 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -18014794.000000 Penalty: 5882.793945
	Iteration 72Q: 3 clusters Score -1.801479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136160 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -18014806.000000 Penalty: 5882.793945
	Iteration 73Q: 3 clusters Score -1.801481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136165 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -18014810.000000 Penalty: 5882.793945
	Iteration 74Q: 3 clusters Score -1.801481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136169 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -18014800.000000 Penalty: 5882.793945
	Iteration 75Q: 3 clusters Score -1.80148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136169 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -18014796.000000 Penalty: 5882.793945
	Iteration 76Q: 3 clusters Score -1.80148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136171 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -18014786.000000 Penalty: 5882.793945
	Iteration 77Q: 3 clusters Score -1.801479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136176 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -18014794.000000 Penalty: 5882.793945
	Iteration 78Q: 3 clusters Score -1.801479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136182 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -18014802.000000 Penalty: 5882.793945
	Iteration 79Q: 3 clusters Score -1.80148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136184 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -18014810.000000 Penalty: 5882.793945
	Iteration 80F: 3 clusters Score -1.801481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136189 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -18014808.000000 Penalty: 5882.793945
	Iteration 81Q: 3 clusters Score -1.801481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136195 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -18014816.000000 Penalty: 5882.793945
	Iteration 82Q: 3 clusters Score -1.801482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136198 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -18014818.000000 Penalty: 5882.793945
	Iteration 83Q: 3 clusters Score -1.801482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136202 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -18014802.000000 Penalty: 5882.793945
	Iteration 84Q: 3 clusters Score -1.80148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136208 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -18014804.000000 Penalty: 5882.793945
	Iteration 85Q: 3 clusters Score -1.80148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136210 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -18014800.000000 Penalty: 5882.793945
	Iteration 86Q: 3 clusters Score -1.80148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136217 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -18014790.000000 Penalty: 5882.793945
	Iteration 87Q: 3 clusters Score -1.801479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136225 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -18014806.000000 Penalty: 5882.793945
	Iteration 88Q: 3 clusters Score -1.801481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136233 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -18014810.000000 Penalty: 5882.793945
	Iteration 89Q: 3 clusters Score -1.801481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136242 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -18014818.000000 Penalty: 5882.793945
	Iteration 90Q: 3 clusters Score -1.801482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136249 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -18014798.000000 Penalty: 5882.793945
	Iteration 91Q: 3 clusters Score -1.80148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136258 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -18014802.000000 Penalty: 5882.793945
	Iteration 92Q: 3 clusters Score -1.80148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136266 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -18014800.000000 Penalty: 5882.793945
	Iteration 93Q: 3 clusters Score -1.80148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136279 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -18014804.000000 Penalty: 5882.793945
	Iteration 94Q: 3 clusters Score -1.80148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136290 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -18014818.000000 Penalty: 5882.793945
	Iteration 95Q: 3 clusters Score -1.801482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136299 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -18014826.000000 Penalty: 5882.793945
	Iteration 96Q: 3 clusters Score -1.801483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136311 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -18014820.000000 Penalty: 5882.793945
	Iteration 97Q: 3 clusters Score -1.801482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -18014810.000000 Penalty: 5882.793945
	Iteration 98Q: 3 clusters Score -1.801481e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136333 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -18014806.000000 Penalty: 5882.793945
	Iteration 99Q: 3 clusters Score -1.801481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136345 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -18014814.000000 Penalty: 5882.793945
	Iteration 100F: 3 clusters Score -1.801481e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136358 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -18014812.000000 Penalty: 5882.793945
	Iteration 101Q: 3 clusters Score -1.801481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136364 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -18014822.000000 Penalty: 5882.793945
	Iteration 102Q: 3 clusters Score -1.801482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136376 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -18014838.000000 Penalty: 5882.793945
	Iteration 103Q: 3 clusters Score -1.801484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136391 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -18014830.000000 Penalty: 5882.793945
	Iteration 104Q: 3 clusters Score -1.801483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136405 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -18014814.000000 Penalty: 5882.793945
	Iteration 105Q: 3 clusters Score -1.801481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136414 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -18014800.000000 Penalty: 5882.793945
	Iteration 106Q: 3 clusters Score -1.80148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136428 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -18014814.000000 Penalty: 5882.793945
	Iteration 107Q: 3 clusters Score -1.801481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136436 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -18014834.000000 Penalty: 5882.793945
	Iteration 108Q: 3 clusters Score -1.801483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136448 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -18014836.000000 Penalty: 5882.793945
	Iteration 109Q: 3 clusters Score -1.801484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136464 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -18014838.000000 Penalty: 5882.793945
	Iteration 110Q: 3 clusters Score -1.801484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136476 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -18014848.000000 Penalty: 5882.793945
	Iteration 111Q: 3 clusters Score -1.801485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136486 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -18014850.000000 Penalty: 5882.793945
	Iteration 112Q: 3 clusters Score -1.801485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136492 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -18014840.000000 Penalty: 5882.793945
	Iteration 113Q: 3 clusters Score -1.801484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136495 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -18014856.000000 Penalty: 5882.793945
	Iteration 114Q: 3 clusters Score -1.801486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -18014844.000000 Penalty: 5882.793945
	Iteration 115Q: 3 clusters Score -1.801484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136499 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -18014858.000000 Penalty: 5882.793945
	Iteration 116Q: 3 clusters Score -1.801486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136501 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -18014858.000000 Penalty: 5882.793945
	Iteration 117Q: 3 clusters Score -1.801486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136503 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -18014856.000000 Penalty: 5882.793945
	Iteration 118Q: 3 clusters Score -1.801486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136506 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -18014866.000000 Penalty: 5882.793945
	Iteration 119Q: 3 clusters Score -1.801487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136511 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -18014868.000000 Penalty: 5882.793945
	Iteration 120F: 3 clusters Score -1.801487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136513 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -18014860.000000 Penalty: 5882.793945
	Iteration 121Q: 3 clusters Score -1.801486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136516 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -18014860.000000 Penalty: 5882.793945
	Iteration 122Q: 3 clusters Score -1.801486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136517 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -18014864.000000 Penalty: 5882.793945
	Iteration 123Q: 3 clusters Score -1.801486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136520 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -18014870.000000 Penalty: 5882.793945
	Iteration 124Q: 3 clusters Score -1.801487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136526 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -18014878.000000 Penalty: 5882.793945
	Iteration 125Q: 3 clusters Score -1.801488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136526 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -18014880.000000 Penalty: 5882.793945
	Iteration 126Q: 3 clusters Score -1.801488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136527 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -18014876.000000 Penalty: 5882.793945
	Iteration 127Q: 3 clusters Score -1.801488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136527 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -18014890.000000 Penalty: 5882.793945
	Iteration 128Q: 3 clusters Score -1.801489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136529 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -18014884.000000 Penalty: 5882.793945
	Iteration 129Q: 3 clusters Score -1.801488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136533 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -18014886.000000 Penalty: 5882.793945
	Iteration 130Q: 3 clusters Score -1.801489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -18014892.000000 Penalty: 5882.793945
	Iteration 131Q: 3 clusters Score -1.801489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136537 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -18014896.000000 Penalty: 5882.793945
	Iteration 132Q: 3 clusters Score -1.80149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136536 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -18014892.000000 Penalty: 5882.793945
	Iteration 133Q: 3 clusters Score -1.801489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136539 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -18014896.000000 Penalty: 5882.793945
	Iteration 134Q: 3 clusters Score -1.80149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136540 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -18014886.000000 Penalty: 5882.793945
	Iteration 135Q: 3 clusters Score -1.801489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136542 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -18014880.000000 Penalty: 5882.793945
	Iteration 136Q: 3 clusters Score -1.801488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136546 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -18014886.000000 Penalty: 5882.793945
	Iteration 137Q: 3 clusters Score -1.801489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136547 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -18014890.000000 Penalty: 5882.793945
	Iteration 138Q: 3 clusters Score -1.801489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136548 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -18014890.000000 Penalty: 5882.793945
	Iteration 139Q: 3 clusters Score -1.801489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136547 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -18014878.000000 Penalty: 5882.793945
	Iteration 140F: 3 clusters Score -1.801488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (102723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102723 members 
Entering Unmasked Estep 
Score: -12933152.000000 Penalty: 2861.868164
	Iteration 0F: 2 clusters Score -1.293315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -12864819.000000 Penalty: 5723.736328
	Iteration 0F: 3 clusters Score -1.286482e+07 nChanged 48515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -12892062.000000 Penalty: 5723.736328
	Iteration 1F: 3 clusters Score -1.289206e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -12893160.000000 Penalty: 5723.736328
	Iteration 2Q: 3 clusters Score -1.289316e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -12894474.000000 Penalty: 5723.736328
	Iteration 3Q: 3 clusters Score -1.289447e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -12896190.000000 Penalty: 5723.736328
	Iteration 4Q: 3 clusters Score -1.289619e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -12898602.000000 Penalty: 5723.736328
	Iteration 5Q: 3 clusters Score -1.28986e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -12902155.000000 Penalty: 5723.736328
	Iteration 6F: 3 clusters Score -1.290216e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -12907226.000000 Penalty: 5723.736328
	Iteration 7F: 3 clusters Score -1.290723e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83399 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -12913442.000000 Penalty: 5723.736328
	Iteration 8F: 3 clusters Score -1.291344e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -12920121.000000 Penalty: 5723.736328
	Iteration 9F: 3 clusters Score -1.292012e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96563 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -12925292.000000 Penalty: 5723.736328
	Iteration 10F: 3 clusters Score -1.292529e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99897 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -12928186.000000 Penalty: 5723.736328
	Iteration 11Q: 3 clusters Score -1.292819e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101450 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -12929590.000000 Penalty: 5723.736328
	Iteration 12Q: 3 clusters Score -1.292959e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102063 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12930147.000000 Penalty: 5723.736328
	Iteration 13Q: 3 clusters Score -1.293015e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102280 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -12930385.000000 Penalty: 5723.736328
	Iteration 14Q: 3 clusters Score -1.293038e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12930499.000000 Penalty: 5723.736328
	Iteration 15Q: 3 clusters Score -1.29305e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102398 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12930553.000000 Penalty: 5723.736328
	Iteration 16Q: 3 clusters Score -1.293055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102409 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -12930573.000000 Penalty: 5723.736328
	Iteration 17Q: 3 clusters Score -1.293057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102411 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -12930597.000000 Penalty: 5723.736328
	Iteration 18Q: 3 clusters Score -1.29306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102413 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12930601.000000 Penalty: 5723.736328
	Iteration 19Q: 3 clusters Score -1.29306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12930607.000000 Penalty: 5723.736328
	Iteration 20F: 3 clusters Score -1.293061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102424 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -12930623.000000 Penalty: 5723.736328
	Iteration 21Q: 3 clusters Score -1.293062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102423 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -12930634.000000 Penalty: 5723.736328
	Iteration 22Q: 3 clusters Score -1.293063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102426 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -12930628.000000 Penalty: 5723.736328
	Iteration 23Q: 3 clusters Score -1.293063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12930635.000000 Penalty: 5723.736328
	Iteration 24Q: 3 clusters Score -1.293064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102429 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12930638.000000 Penalty: 5723.736328
	Iteration 25Q: 3 clusters Score -1.293064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -12930643.000000 Penalty: 5723.736328
	Iteration 26Q: 3 clusters Score -1.293064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102435 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -12930642.000000 Penalty: 5723.736328
	Iteration 27Q: 3 clusters Score -1.293064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102438 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12930654.000000 Penalty: 5723.736328
	Iteration 28Q: 3 clusters Score -1.293065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102441 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -12930673.000000 Penalty: 5723.736328
	Iteration 29Q: 3 clusters Score -1.293067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102442 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12930689.000000 Penalty: 5723.736328
	Iteration 30Q: 3 clusters Score -1.293069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102442 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12930691.000000 Penalty: 5723.736328
	Iteration 31Q: 3 clusters Score -1.293069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102442 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12930685.000000 Penalty: 5723.736328
	Iteration 32Q: 3 clusters Score -1.293068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102445 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12930692.000000 Penalty: 5723.736328
	Iteration 33Q: 3 clusters Score -1.293069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102445 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12930689.000000 Penalty: 5723.736328
	Iteration 34Q: 3 clusters Score -1.293069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102445 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12930691.000000 Penalty: 5723.736328
	Iteration 35Q: 3 clusters Score -1.293069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102447 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12930700.000000 Penalty: 5723.736328
	Iteration 36Q: 3 clusters Score -1.29307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12930696.000000 Penalty: 5723.736328
	Iteration 37Q: 3 clusters Score -1.29307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102450 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12930696.000000 Penalty: 5723.736328
	Iteration 38Q: 3 clusters Score -1.29307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12930700.000000 Penalty: 5723.736328
	Iteration 39Q: 3 clusters Score -1.29307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12930700.000000 Penalty: 5723.736328
	Iteration 40F: 3 clusters Score -1.29307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Entering Unmasked Estep 
Score: -3750142.750000 Penalty: 2554.853271
	Iteration 0F: 2 clusters Score -3750143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3729857.000000 Penalty: 5109.706543
	Iteration 0F: 3 clusters Score -3729857 nChanged 13400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -3737462.250000 Penalty: 5109.706543
	Iteration 1F: 3 clusters Score -3737462 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3738559.750000 Penalty: 5109.706543
	Iteration 2F: 3 clusters Score -3738560 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3739812.750000 Penalty: 5109.706543
	Iteration 3F: 3 clusters Score -3739813 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3741175.250000 Penalty: 5109.706543
	Iteration 4F: 3 clusters Score -3741175 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3742508.000000 Penalty: 5109.706543
	Iteration 5F: 3 clusters Score -3742508 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3743618.750000 Penalty: 5109.706543
	Iteration 6F: 3 clusters Score -3743619 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -3744399.750000 Penalty: 5109.706543
	Iteration 7F: 3 clusters Score -3744400 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3744923.250000 Penalty: 5109.706543
	Iteration 8Q: 3 clusters Score -3744923 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3745292.750000 Penalty: 5109.706543
	Iteration 9Q: 3 clusters Score -3745293 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -3745571.250000 Penalty: 5109.706543
	Iteration 10Q: 3 clusters Score -3745571 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3745800.750000 Penalty: 5109.706543
	Iteration 11Q: 3 clusters Score -3745801 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3746025.000000 Penalty: 5109.706543
	Iteration 12Q: 3 clusters Score -3746025 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3746189.750000 Penalty: 5109.706543
	Iteration 13Q: 3 clusters Score -3746190 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3746361.750000 Penalty: 5109.706543
	Iteration 14Q: 3 clusters Score -3746362 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3746499.000000 Penalty: 5109.706543
	Iteration 15Q: 3 clusters Score -3746499 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3746614.750000 Penalty: 5109.706543
	Iteration 16Q: 3 clusters Score -3746615 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3746725.500000 Penalty: 5109.706543
	Iteration 17Q: 3 clusters Score -3746726 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3746811.000000 Penalty: 5109.706543
	Iteration 18Q: 3 clusters Score -3746811 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3746885.750000 Penalty: 5109.706543
	Iteration 19Q: 3 clusters Score -3746886 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3746948.500000 Penalty: 5109.706543
	Iteration 20F: 3 clusters Score -3746948 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3747006.250000 Penalty: 5109.706543
	Iteration 21Q: 3 clusters Score -3747006 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3747046.750000 Penalty: 5109.706543
	Iteration 22Q: 3 clusters Score -3747047 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3747086.750000 Penalty: 5109.706543
	Iteration 23Q: 3 clusters Score -3747087 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3747140.250000 Penalty: 5109.706543
	Iteration 24Q: 3 clusters Score -3747140 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3747175.250000 Penalty: 5109.706543
	Iteration 25Q: 3 clusters Score -3747175 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3747205.250000 Penalty: 5109.706543
	Iteration 26Q: 3 clusters Score -3747205 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3747245.500000 Penalty: 5109.706543
	Iteration 27Q: 3 clusters Score -3747246 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3747294.250000 Penalty: 5109.706543
	Iteration 28Q: 3 clusters Score -3747294 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3747346.750000 Penalty: 5109.706543
	Iteration 29Q: 3 clusters Score -3747347 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3747413.750000 Penalty: 5109.706543
	Iteration 30Q: 3 clusters Score -3747414 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3747499.000000 Penalty: 5109.706543
	Iteration 31Q: 3 clusters Score -3747499 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3747569.250000 Penalty: 5109.706543
	Iteration 32Q: 3 clusters Score -3747569 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3747619.000000 Penalty: 5109.706543
	Iteration 33Q: 3 clusters Score -3747619 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3747678.750000 Penalty: 5109.706543
	Iteration 34Q: 3 clusters Score -3747679 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3747710.000000 Penalty: 5109.706543
	Iteration 35Q: 3 clusters Score -3747710 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3747748.000000 Penalty: 5109.706543
	Iteration 36Q: 3 clusters Score -3747748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3747775.500000 Penalty: 5109.706543
	Iteration 37Q: 3 clusters Score -3747776 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3747793.500000 Penalty: 5109.706543
	Iteration 38Q: 3 clusters Score -3747794 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3747822.750000 Penalty: 5109.706543
	Iteration 39Q: 3 clusters Score -3747823 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3747851.500000 Penalty: 5109.706543
	Iteration 40F: 3 clusters Score -3747852 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3747883.250000 Penalty: 5109.706543
	Iteration 41Q: 3 clusters Score -3747883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3747910.750000 Penalty: 5109.706543
	Iteration 42Q: 3 clusters Score -3747911 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3747934.500000 Penalty: 5109.706543
	Iteration 43Q: 3 clusters Score -3747934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3747942.750000 Penalty: 5109.706543
	Iteration 44Q: 3 clusters Score -3747943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3747957.000000 Penalty: 5109.706543
	Iteration 45Q: 3 clusters Score -3747957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3747974.000000 Penalty: 5109.706543
	Iteration 46Q: 3 clusters Score -3747974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3747997.250000 Penalty: 5109.706543
	Iteration 47Q: 3 clusters Score -3747997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3748002.750000 Penalty: 5109.706543
	Iteration 48Q: 3 clusters Score -3748003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3748002.500000 Penalty: 5109.706543
	Iteration 49Q: 3 clusters Score -3748002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3748013.250000 Penalty: 5109.706543
	Iteration 50Q: 3 clusters Score -3748013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3748016.000000 Penalty: 5109.706543
	Iteration 51Q: 3 clusters Score -3748016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3748026.750000 Penalty: 5109.706543
	Iteration 52Q: 3 clusters Score -3748027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3748034.000000 Penalty: 5109.706543
	Iteration 53Q: 3 clusters Score -3748034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3748035.250000 Penalty: 5109.706543
	Iteration 54Q: 3 clusters Score -3748035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3748038.250000 Penalty: 5109.706543
	Iteration 55Q: 3 clusters Score -3748038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3748039.500000 Penalty: 5109.706543
	Iteration 56Q: 3 clusters Score -3748040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3748039.500000 Penalty: 5109.706543
	Iteration 57Q: 3 clusters Score -3748040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3748043.500000 Penalty: 5109.706543
	Iteration 58Q: 3 clusters Score -3748044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3748047.000000 Penalty: 5109.706543
	Iteration 59Q: 3 clusters Score -3748047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3748051.750000 Penalty: 5109.706543
	Iteration 60F: 3 clusters Score -3748052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3748055.500000 Penalty: 5109.706543
	Iteration 61Q: 3 clusters Score -3748056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3748055.500000 Penalty: 5109.706543
	Iteration 62Q: 3 clusters Score -3748056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3748048.250000 Penalty: 5109.706543
	Iteration 63Q: 3 clusters Score -3748048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3748044.500000 Penalty: 5109.706543
	Iteration 64Q: 3 clusters Score -3748044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3748049.500000 Penalty: 5109.706543
	Iteration 65Q: 3 clusters Score -3748050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3748049.500000 Penalty: 5109.706543
	Iteration 66Q: 3 clusters Score -3748050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3748048.500000 Penalty: 5109.706543
	Iteration 67Q: 3 clusters Score -3748048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3748056.250000 Penalty: 5109.706543
	Iteration 68Q: 3 clusters Score -3748056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3748063.500000 Penalty: 5109.706543
	Iteration 69Q: 3 clusters Score -3748064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3748064.500000 Penalty: 5109.706543
	Iteration 70Q: 3 clusters Score -3748064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3748064.000000 Penalty: 5109.706543
	Iteration 71Q: 3 clusters Score -3748064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3748062.500000 Penalty: 5109.706543
	Iteration 72Q: 3 clusters Score -3748062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3748065.250000 Penalty: 5109.706543
	Iteration 73Q: 3 clusters Score -3748065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3748067.000000 Penalty: 5109.706543
	Iteration 74Q: 3 clusters Score -3748067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3748071.250000 Penalty: 5109.706543
	Iteration 75Q: 3 clusters Score -3748071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3748073.500000 Penalty: 5109.706543
	Iteration 76Q: 3 clusters Score -3748074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3748074.750000 Penalty: 5109.706543
	Iteration 77Q: 3 clusters Score -3748075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3748074.250000 Penalty: 5109.706543
	Iteration 78Q: 3 clusters Score -3748074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3748077.750000 Penalty: 5109.706543
	Iteration 79Q: 3 clusters Score -3748078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3748075.500000 Penalty: 5109.706543
	Iteration 80F: 3 clusters Score -3748076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3748072.000000 Penalty: 5109.706543
	Iteration 81Q: 3 clusters Score -3748072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3748071.500000 Penalty: 5109.706543
	Iteration 82Q: 3 clusters Score -3748072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3748071.500000 Penalty: 5109.706543
	Iteration 83F: 3 clusters Score -3748072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Entering Unmasked Estep 
Score: -378396.781250 Penalty: 2003.437622
	Iteration 0F: 2 clusters Score -378396.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -374984.875000 Penalty: 4006.875244
	Iteration 0F: 3 clusters Score -374984.9 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -375790.281250 Penalty: 4006.875244
	Iteration 1F: 3 clusters Score -375790.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -376009.343750 Penalty: 4006.875244
	Iteration 2F: 3 clusters Score -376009.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -376155.250000 Penalty: 4006.875244
	Iteration 3F: 3 clusters Score -376155.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -376276.375000 Penalty: 4006.875244
	Iteration 4Q: 3 clusters Score -376276.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -376399.125000 Penalty: 4006.875244
	Iteration 5Q: 3 clusters Score -376399.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -376543.250000 Penalty: 4006.875244
	Iteration 6Q: 3 clusters Score -376543.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -376685.312500 Penalty: 4006.875244
	Iteration 7Q: 3 clusters Score -376685.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -376821.781250 Penalty: 4006.875244
	Iteration 8Q: 3 clusters Score -376821.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -376931.718750 Penalty: 4006.875244
	Iteration 9Q: 3 clusters Score -376931.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -377025.125000 Penalty: 4006.875244
	Iteration 10Q: 3 clusters Score -377025.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -377080.062500 Penalty: 4006.875244
	Iteration 11Q: 3 clusters Score -377080.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -377122.218750 Penalty: 4006.875244
	Iteration 12Q: 3 clusters Score -377122.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -377154.843750 Penalty: 4006.875244
	Iteration 13Q: 3 clusters Score -377154.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -377172.312500 Penalty: 4006.875244
	Iteration 14Q: 3 clusters Score -377172.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -377186.000000 Penalty: 4006.875244
	Iteration 15Q: 3 clusters Score -377186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -377198.500000 Penalty: 4006.875244
	Iteration 16Q: 3 clusters Score -377198.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -377205.281250 Penalty: 4006.875244
	Iteration 17Q: 3 clusters Score -377205.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -377214.656250 Penalty: 4006.875244
	Iteration 18Q: 3 clusters Score -377214.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -377218.750000 Penalty: 4006.875244
	Iteration 19Q: 3 clusters Score -377218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -377221.937500 Penalty: 4006.875244
	Iteration 20F: 3 clusters Score -377221.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -377223.468750 Penalty: 4006.875244
	Iteration 21Q: 3 clusters Score -377223.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -377224.843750 Penalty: 4006.875244
	Iteration 22Q: 3 clusters Score -377224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -377225.812500 Penalty: 4006.875244
	Iteration 23Q: 3 clusters Score -377225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -377226.781250 Penalty: 4006.875244
	Iteration 24Q: 3 clusters Score -377226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -377226.781250 Penalty: 4006.875244
	Iteration 25F: 3 clusters Score -377226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Entering Unmasked Estep 
Score: -786458.562500 Penalty: 2172.047363
	Iteration 0F: 2 clusters Score -786458.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -781110.000000 Penalty: 4344.094727
	Iteration 0F: 3 clusters Score -781110 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -782387.812500 Penalty: 4344.094727
	Iteration 1F: 3 clusters Score -782387.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -782595.625000 Penalty: 4344.094727
	Iteration 2F: 3 clusters Score -782595.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -782746.187500 Penalty: 4344.094727
	Iteration 3Q: 3 clusters Score -782746.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -782871.187500 Penalty: 4344.094727
	Iteration 4Q: 3 clusters Score -782871.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -782967.125000 Penalty: 4344.094727
	Iteration 5Q: 3 clusters Score -782967.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -783056.375000 Penalty: 4344.094727
	Iteration 6Q: 3 clusters Score -783056.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -783147.125000 Penalty: 4344.094727
	Iteration 7Q: 3 clusters Score -783147.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -783244.375000 Penalty: 4344.094727
	Iteration 8Q: 3 clusters Score -783244.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -783349.625000 Penalty: 4344.094727
	Iteration 9Q: 3 clusters Score -783349.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -783435.312500 Penalty: 4344.094727
	Iteration 10Q: 3 clusters Score -783435.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -783515.812500 Penalty: 4344.094727
	Iteration 11Q: 3 clusters Score -783515.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -783597.125000 Penalty: 4344.094727
	Iteration 12Q: 3 clusters Score -783597.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -783672.687500 Penalty: 4344.094727
	Iteration 13Q: 3 clusters Score -783672.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -783753.437500 Penalty: 4344.094727
	Iteration 14Q: 3 clusters Score -783753.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -783838.500000 Penalty: 4344.094727
	Iteration 15Q: 3 clusters Score -783838.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -783915.750000 Penalty: 4344.094727
	Iteration 16Q: 3 clusters Score -783915.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -783980.375000 Penalty: 4344.094727
	Iteration 17Q: 3 clusters Score -783980.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -784033.687500 Penalty: 4344.094727
	Iteration 18Q: 3 clusters Score -784033.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -784081.062500 Penalty: 4344.094727
	Iteration 19Q: 3 clusters Score -784081.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -784118.875000 Penalty: 4344.094727
	Iteration 20F: 3 clusters Score -784118.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -784158.000000 Penalty: 4344.094727
	Iteration 21Q: 3 clusters Score -784158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -784190.750000 Penalty: 4344.094727
	Iteration 22Q: 3 clusters Score -784190.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -784225.187500 Penalty: 4344.094727
	Iteration 23Q: 3 clusters Score -784225.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -784260.812500 Penalty: 4344.094727
	Iteration 24Q: 3 clusters Score -784260.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -784286.000000 Penalty: 4344.094727
	Iteration 25Q: 3 clusters Score -784286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -784310.687500 Penalty: 4344.094727
	Iteration 26Q: 3 clusters Score -784310.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -784333.375000 Penalty: 4344.094727
	Iteration 27Q: 3 clusters Score -784333.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -784352.250000 Penalty: 4344.094727
	Iteration 28Q: 3 clusters Score -784352.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -784372.125000 Penalty: 4344.094727
	Iteration 29Q: 3 clusters Score -784372.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -784386.437500 Penalty: 4344.094727
	Iteration 30Q: 3 clusters Score -784386.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -784403.625000 Penalty: 4344.094727
	Iteration 31Q: 3 clusters Score -784403.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -784416.000000 Penalty: 4344.094727
	Iteration 32Q: 3 clusters Score -784416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -784433.937500 Penalty: 4344.094727
	Iteration 33Q: 3 clusters Score -784433.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -784443.562500 Penalty: 4344.094727
	Iteration 34Q: 3 clusters Score -784443.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -784452.937500 Penalty: 4344.094727
	Iteration 35Q: 3 clusters Score -784452.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -784460.437500 Penalty: 4344.094727
	Iteration 36Q: 3 clusters Score -784460.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -784469.750000 Penalty: 4344.094727
	Iteration 37Q: 3 clusters Score -784469.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -784477.375000 Penalty: 4344.094727
	Iteration 38Q: 3 clusters Score -784477.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -784484.062500 Penalty: 4344.094727
	Iteration 39Q: 3 clusters Score -784484.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -784491.125000 Penalty: 4344.094727
	Iteration 40F: 3 clusters Score -784491.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -784495.562500 Penalty: 4344.094727
	Iteration 41Q: 3 clusters Score -784495.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -784499.687500 Penalty: 4344.094727
	Iteration 42Q: 3 clusters Score -784499.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -784502.875000 Penalty: 4344.094727
	Iteration 43Q: 3 clusters Score -784502.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -784507.750000 Penalty: 4344.094727
	Iteration 44Q: 3 clusters Score -784507.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -784511.125000 Penalty: 4344.094727
	Iteration 45Q: 3 clusters Score -784511.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -784513.312500 Penalty: 4344.094727
	Iteration 46Q: 3 clusters Score -784513.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -784519.437500 Penalty: 4344.094727
	Iteration 47Q: 3 clusters Score -784519.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -784521.937500 Penalty: 4344.094727
	Iteration 48Q: 3 clusters Score -784521.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -784528.187500 Penalty: 4344.094727
	Iteration 49Q: 3 clusters Score -784528.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -784531.250000 Penalty: 4344.094727
	Iteration 50Q: 3 clusters Score -784531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -784536.437500 Penalty: 4344.094727
	Iteration 51Q: 3 clusters Score -784536.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -784541.750000 Penalty: 4344.094727
	Iteration 52Q: 3 clusters Score -784541.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -784545.875000 Penalty: 4344.094727
	Iteration 53Q: 3 clusters Score -784545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -784549.000000 Penalty: 4344.094727
	Iteration 54Q: 3 clusters Score -784549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -784550.125000 Penalty: 4344.094727
	Iteration 55Q: 3 clusters Score -784550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -784550.937500 Penalty: 4344.094727
	Iteration 56Q: 3 clusters Score -784550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -784555.187500 Penalty: 4344.094727
	Iteration 57Q: 3 clusters Score -784555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -784555.187500 Penalty: 4344.094727
	Iteration 58Q: 3 clusters Score -784555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -784556.750000 Penalty: 4344.094727
	Iteration 59Q: 3 clusters Score -784556.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -784559.312500 Penalty: 4344.094727
	Iteration 60F: 3 clusters Score -784559.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -784561.687500 Penalty: 4344.094727
	Iteration 61Q: 3 clusters Score -784561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -784562.875000 Penalty: 4344.094727
	Iteration 62Q: 3 clusters Score -784562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -784564.312500 Penalty: 4344.094727
	Iteration 63Q: 3 clusters Score -784564.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -784563.375000 Penalty: 4344.094727
	Iteration 64Q: 3 clusters Score -784563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -784563.875000 Penalty: 4344.094727
	Iteration 65Q: 3 clusters Score -784563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -784564.250000 Penalty: 4344.094727
	Iteration 66Q: 3 clusters Score -784564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -784564.250000 Penalty: 4344.094727
	Iteration 67F: 3 clusters Score -784564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Entering Unmasked Estep 
Score: -5478386.000000 Penalty: 2647.957031
	Iteration 0F: 2 clusters Score -5478386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -5449144.500000 Penalty: 5295.914062
	Iteration 0F: 3 clusters Score -5449144 nChanged 19933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5460055.500000 Penalty: 5295.914062
	Iteration 1F: 3 clusters Score -5460056 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -5460689.000000 Penalty: 5295.914062
	Iteration 2Q: 3 clusters Score -5460689 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -5461546.500000 Penalty: 5295.914062
	Iteration 3Q: 3 clusters Score -5461546 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -5462821.500000 Penalty: 5295.914062
	Iteration 4Q: 3 clusters Score -5462822 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5464598.000000 Penalty: 5295.914062
	Iteration 5F: 3 clusters Score -5464598 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -5466552.500000 Penalty: 5295.914062
	Iteration 6F: 3 clusters Score -5466552 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -5468408.000000 Penalty: 5295.914062
	Iteration 7F: 3 clusters Score -5468408 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -5469857.500000 Penalty: 5295.914062
	Iteration 8F: 3 clusters Score -5469858 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -5471114.500000 Penalty: 5295.914062
	Iteration 9Q: 3 clusters Score -5471114 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -5472069.500000 Penalty: 5295.914062
	Iteration 10Q: 3 clusters Score -5472070 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5472852.000000 Penalty: 5295.914062
	Iteration 11Q: 3 clusters Score -5472852 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -5473435.500000 Penalty: 5295.914062
	Iteration 12Q: 3 clusters Score -5473436 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -5473929.500000 Penalty: 5295.914062
	Iteration 13Q: 3 clusters Score -5473930 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -5474317.500000 Penalty: 5295.914062
	Iteration 14Q: 3 clusters Score -5474318 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -5474633.000000 Penalty: 5295.914062
	Iteration 15Q: 3 clusters Score -5474633 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -5474859.000000 Penalty: 5295.914062
	Iteration 16Q: 3 clusters Score -5474859 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5475084.000000 Penalty: 5295.914062
	Iteration 17Q: 3 clusters Score -5475084 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -5475220.000000 Penalty: 5295.914062
	Iteration 18Q: 3 clusters Score -5475220 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -5475347.500000 Penalty: 5295.914062
	Iteration 19Q: 3 clusters Score -5475348 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -5475472.500000 Penalty: 5295.914062
	Iteration 20F: 3 clusters Score -5475472 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -5475586.500000 Penalty: 5295.914062
	Iteration 21Q: 3 clusters Score -5475586 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5475698.500000 Penalty: 5295.914062
	Iteration 22Q: 3 clusters Score -5475698 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5475765.500000 Penalty: 5295.914062
	Iteration 23Q: 3 clusters Score -5475766 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -5475845.000000 Penalty: 5295.914062
	Iteration 24Q: 3 clusters Score -5475845 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -5475898.500000 Penalty: 5295.914062
	Iteration 25Q: 3 clusters Score -5475898 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -5475934.000000 Penalty: 5295.914062
	Iteration 26Q: 3 clusters Score -5475934 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -5475957.000000 Penalty: 5295.914062
	Iteration 27Q: 3 clusters Score -5475957 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -5475980.000000 Penalty: 5295.914062
	Iteration 28Q: 3 clusters Score -5475980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -5475995.000000 Penalty: 5295.914062
	Iteration 29Q: 3 clusters Score -5475995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5476016.500000 Penalty: 5295.914062
	Iteration 30Q: 3 clusters Score -5476016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -5476047.500000 Penalty: 5295.914062
	Iteration 31Q: 3 clusters Score -5476048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -5476074.500000 Penalty: 5295.914062
	Iteration 32Q: 3 clusters Score -5476074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -5476097.500000 Penalty: 5295.914062
	Iteration 33Q: 3 clusters Score -5476098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -5476112.500000 Penalty: 5295.914062
	Iteration 34Q: 3 clusters Score -5476112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -5476124.500000 Penalty: 5295.914062
	Iteration 35Q: 3 clusters Score -5476124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -5476144.500000 Penalty: 5295.914062
	Iteration 36Q: 3 clusters Score -5476144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -5476151.500000 Penalty: 5295.914062
	Iteration 37Q: 3 clusters Score -5476152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -5476155.000000 Penalty: 5295.914062
	Iteration 38Q: 3 clusters Score -5476155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -5476166.500000 Penalty: 5295.914062
	Iteration 39Q: 3 clusters Score -5476166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -5476172.000000 Penalty: 5295.914062
	Iteration 40F: 3 clusters Score -5476172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -5476180.000000 Penalty: 5295.914062
	Iteration 41Q: 3 clusters Score -5476180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5476190.000000 Penalty: 5295.914062
	Iteration 42Q: 3 clusters Score -5476190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -5476192.000000 Penalty: 5295.914062
	Iteration 43Q: 3 clusters Score -5476192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -5476196.500000 Penalty: 5295.914062
	Iteration 44Q: 3 clusters Score -5476196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -5476201.500000 Penalty: 5295.914062
	Iteration 45Q: 3 clusters Score -5476202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -5476200.500000 Penalty: 5295.914062
	Iteration 46Q: 3 clusters Score -5476200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -5476202.000000 Penalty: 5295.914062
	Iteration 47Q: 3 clusters Score -5476202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -5476210.500000 Penalty: 5295.914062
	Iteration 48Q: 3 clusters Score -5476210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -5476216.000000 Penalty: 5295.914062
	Iteration 49Q: 3 clusters Score -5476216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -5476214.500000 Penalty: 5295.914062
	Iteration 50Q: 3 clusters Score -5476214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -5476222.000000 Penalty: 5295.914062
	Iteration 51Q: 3 clusters Score -5476222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5476228.500000 Penalty: 5295.914062
	Iteration 52Q: 3 clusters Score -5476228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -5476237.000000 Penalty: 5295.914062
	Iteration 53Q: 3 clusters Score -5476237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -5476239.000000 Penalty: 5295.914062
	Iteration 54Q: 3 clusters Score -5476239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -5476227.500000 Penalty: 5295.914062
	Iteration 55Q: 3 clusters Score -5476228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -5476229.000000 Penalty: 5295.914062
	Iteration 56Q: 3 clusters Score -5476229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -5476232.500000 Penalty: 5295.914062
	Iteration 57Q: 3 clusters Score -5476232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -5476240.000000 Penalty: 5295.914062
	Iteration 58Q: 3 clusters Score -5476240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -5476240.500000 Penalty: 5295.914062
	Iteration 59Q: 3 clusters Score -5476240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -5476243.000000 Penalty: 5295.914062
	Iteration 60F: 3 clusters Score -5476243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -5476242.500000 Penalty: 5295.914062
	Iteration 61Q: 3 clusters Score -5476242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -5476242.500000 Penalty: 5295.914062
	Iteration 62F: 3 clusters Score -5476242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Entering Unmasked Estep 
Score: -4252726.000000 Penalty: 2578.386230
	Iteration 0F: 2 clusters Score -4252726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -4230332.500000 Penalty: 5156.772461
	Iteration 0F: 3 clusters Score -4230332 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -4238291.000000 Penalty: 5156.772461
	Iteration 1F: 3 clusters Score -4238291 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4238659.500000 Penalty: 5156.772461
	Iteration 2Q: 3 clusters Score -4238660 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -4238973.500000 Penalty: 5156.772461
	Iteration 3Q: 3 clusters Score -4238974 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -4239238.500000 Penalty: 5156.772461
	Iteration 4Q: 3 clusters Score -4239238 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -4239537.500000 Penalty: 5156.772461
	Iteration 5Q: 3 clusters Score -4239538 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4239814.500000 Penalty: 5156.772461
	Iteration 6Q: 3 clusters Score -4239814 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4240156.500000 Penalty: 5156.772461
	Iteration 7Q: 3 clusters Score -4240156 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -4240649.000000 Penalty: 5156.772461
	Iteration 8Q: 3 clusters Score -4240649 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -4241341.000000 Penalty: 5156.772461
	Iteration 9Q: 3 clusters Score -4241341 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -4242425.000000 Penalty: 5156.772461
	Iteration 10F: 3 clusters Score -4242425 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -4243968.500000 Penalty: 5156.772461
	Iteration 11F: 3 clusters Score -4243968 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -4245750.500000 Penalty: 5156.772461
	Iteration 12F: 3 clusters Score -4245750 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -4247324.500000 Penalty: 5156.772461
	Iteration 13F: 3 clusters Score -4247324 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -4248490.500000 Penalty: 5156.772461
	Iteration 14Q: 3 clusters Score -4248490 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -4249250.500000 Penalty: 5156.772461
	Iteration 15Q: 3 clusters Score -4249250 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4249684.500000 Penalty: 5156.772461
	Iteration 16Q: 3 clusters Score -4249684 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -4249936.000000 Penalty: 5156.772461
	Iteration 17Q: 3 clusters Score -4249936 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4250097.000000 Penalty: 5156.772461
	Iteration 18Q: 3 clusters Score -4250097 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4250215.000000 Penalty: 5156.772461
	Iteration 19Q: 3 clusters Score -4250215 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -4250300.500000 Penalty: 5156.772461
	Iteration 20F: 3 clusters Score -4250300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4250354.000000 Penalty: 5156.772461
	Iteration 21Q: 3 clusters Score -4250354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -4250380.000000 Penalty: 5156.772461
	Iteration 22Q: 3 clusters Score -4250380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4250395.000000 Penalty: 5156.772461
	Iteration 23Q: 3 clusters Score -4250395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -4250405.500000 Penalty: 5156.772461
	Iteration 24Q: 3 clusters Score -4250406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -4250419.000000 Penalty: 5156.772461
	Iteration 25Q: 3 clusters Score -4250419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -4250435.000000 Penalty: 5156.772461
	Iteration 26Q: 3 clusters Score -4250435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -4250444.000000 Penalty: 5156.772461
	Iteration 27Q: 3 clusters Score -4250444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4250455.000000 Penalty: 5156.772461
	Iteration 28Q: 3 clusters Score -4250455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4250459.500000 Penalty: 5156.772461
	Iteration 29Q: 3 clusters Score -4250460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -4250463.500000 Penalty: 5156.772461
	Iteration 30Q: 3 clusters Score -4250464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -4250473.500000 Penalty: 5156.772461
	Iteration 31Q: 3 clusters Score -4250474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4250474.000000 Penalty: 5156.772461
	Iteration 32Q: 3 clusters Score -4250474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4250478.500000 Penalty: 5156.772461
	Iteration 33Q: 3 clusters Score -4250478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -4250476.000000 Penalty: 5156.772461
	Iteration 34Q: 3 clusters Score -4250476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -4250475.500000 Penalty: 5156.772461
	Iteration 35Q: 3 clusters Score -4250476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4250474.000000 Penalty: 5156.772461
	Iteration 36Q: 3 clusters Score -4250474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4250474.000000 Penalty: 5156.772461
	Iteration 37F: 3 clusters Score -4250474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Entering Unmasked Estep 
Score: -688795.562500 Penalty: 2132.861084
	Iteration 0F: 2 clusters Score -688795.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -684062.625000 Penalty: 4265.722168
	Iteration 0F: 3 clusters Score -684062.6 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -685201.937500 Penalty: 4265.722168
	Iteration 1F: 3 clusters Score -685201.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -685424.187500 Penalty: 4265.722168
	Iteration 2F: 3 clusters Score -685424.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -685539.687500 Penalty: 4265.722168
	Iteration 3Q: 3 clusters Score -685539.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -685624.625000 Penalty: 4265.722168
	Iteration 4Q: 3 clusters Score -685624.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -685703.375000 Penalty: 4265.722168
	Iteration 5Q: 3 clusters Score -685703.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -685772.875000 Penalty: 4265.722168
	Iteration 6Q: 3 clusters Score -685772.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -685825.937500 Penalty: 4265.722168
	Iteration 7Q: 3 clusters Score -685825.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -685873.125000 Penalty: 4265.722168
	Iteration 8Q: 3 clusters Score -685873.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -685926.875000 Penalty: 4265.722168
	Iteration 9Q: 3 clusters Score -685926.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -685987.000000 Penalty: 4265.722168
	Iteration 10Q: 3 clusters Score -685987 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -686046.000000 Penalty: 4265.722168
	Iteration 11Q: 3 clusters Score -686046 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -686105.937500 Penalty: 4265.722168
	Iteration 12Q: 3 clusters Score -686105.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -686166.875000 Penalty: 4265.722168
	Iteration 13Q: 3 clusters Score -686166.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -686237.562500 Penalty: 4265.722168
	Iteration 14Q: 3 clusters Score -686237.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -686291.312500 Penalty: 4265.722168
	Iteration 15Q: 3 clusters Score -686291.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -686345.312500 Penalty: 4265.722168
	Iteration 16Q: 3 clusters Score -686345.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -686396.562500 Penalty: 4265.722168
	Iteration 17Q: 3 clusters Score -686396.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -686452.875000 Penalty: 4265.722168
	Iteration 18Q: 3 clusters Score -686452.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -686500.812500 Penalty: 4265.722168
	Iteration 19Q: 3 clusters Score -686500.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -686557.187500 Penalty: 4265.722168
	Iteration 20F: 3 clusters Score -686557.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -686606.750000 Penalty: 4265.722168
	Iteration 21Q: 3 clusters Score -686606.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -686645.250000 Penalty: 4265.722168
	Iteration 22Q: 3 clusters Score -686645.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -686679.562500 Penalty: 4265.722168
	Iteration 23Q: 3 clusters Score -686679.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -686707.500000 Penalty: 4265.722168
	Iteration 24Q: 3 clusters Score -686707.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -686730.562500 Penalty: 4265.722168
	Iteration 25Q: 3 clusters Score -686730.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -686750.875000 Penalty: 4265.722168
	Iteration 26Q: 3 clusters Score -686750.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -686770.187500 Penalty: 4265.722168
	Iteration 27Q: 3 clusters Score -686770.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -686784.000000 Penalty: 4265.722168
	Iteration 28Q: 3 clusters Score -686784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -686795.500000 Penalty: 4265.722168
	Iteration 29Q: 3 clusters Score -686795.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -686804.000000 Penalty: 4265.722168
	Iteration 30Q: 3 clusters Score -686804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -686808.187500 Penalty: 4265.722168
	Iteration 31Q: 3 clusters Score -686808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -686813.562500 Penalty: 4265.722168
	Iteration 32Q: 3 clusters Score -686813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -686816.687500 Penalty: 4265.722168
	Iteration 33Q: 3 clusters Score -686816.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -686819.875000 Penalty: 4265.722168
	Iteration 34Q: 3 clusters Score -686819.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -686822.750000 Penalty: 4265.722168
	Iteration 35Q: 3 clusters Score -686822.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -686829.750000 Penalty: 4265.722168
	Iteration 36Q: 3 clusters Score -686829.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -686838.500000 Penalty: 4265.722168
	Iteration 37Q: 3 clusters Score -686838.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -686845.125000 Penalty: 4265.722168
	Iteration 38Q: 3 clusters Score -686845.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -686853.187500 Penalty: 4265.722168
	Iteration 39Q: 3 clusters Score -686853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -686861.562500 Penalty: 4265.722168
	Iteration 40F: 3 clusters Score -686861.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -686872.750000 Penalty: 4265.722168
	Iteration 41Q: 3 clusters Score -686872.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -686878.625000 Penalty: 4265.722168
	Iteration 42Q: 3 clusters Score -686878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -686880.875000 Penalty: 4265.722168
	Iteration 43Q: 3 clusters Score -686880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -686884.750000 Penalty: 4265.722168
	Iteration 44Q: 3 clusters Score -686884.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -686886.125000 Penalty: 4265.722168
	Iteration 45Q: 3 clusters Score -686886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -686888.375000 Penalty: 4265.722168
	Iteration 46Q: 3 clusters Score -686888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -686890.125000 Penalty: 4265.722168
	Iteration 47Q: 3 clusters Score -686890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -686894.250000 Penalty: 4265.722168
	Iteration 48Q: 3 clusters Score -686894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -686897.125000 Penalty: 4265.722168
	Iteration 49Q: 3 clusters Score -686897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -686897.687500 Penalty: 4265.722168
	Iteration 50Q: 3 clusters Score -686897.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -686897.687500 Penalty: 4265.722168
	Iteration 51F: 3 clusters Score -686897.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Entering Unmasked Estep 
Score: -1639493.000000 Penalty: 2338.788818
	Iteration 0F: 2 clusters Score -1639493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1630256.875000 Penalty: 4677.577637
	Iteration 0F: 3 clusters Score -1630257 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1633036.750000 Penalty: 4677.577637
	Iteration 1F: 3 clusters Score -1633037 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1633330.250000 Penalty: 4677.577637
	Iteration 2F: 3 clusters Score -1633330 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1633559.000000 Penalty: 4677.577637
	Iteration 3Q: 3 clusters Score -1633559 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1633729.250000 Penalty: 4677.577637
	Iteration 4Q: 3 clusters Score -1633729 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1633839.250000 Penalty: 4677.577637
	Iteration 5Q: 3 clusters Score -1633839 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1633929.625000 Penalty: 4677.577637
	Iteration 6Q: 3 clusters Score -1633930 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1634022.000000 Penalty: 4677.577637
	Iteration 7Q: 3 clusters Score -1634022 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1634087.000000 Penalty: 4677.577637
	Iteration 8Q: 3 clusters Score -1634087 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1634175.375000 Penalty: 4677.577637
	Iteration 9Q: 3 clusters Score -1634175 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1634257.125000 Penalty: 4677.577637
	Iteration 10Q: 3 clusters Score -1634257 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1634347.000000 Penalty: 4677.577637
	Iteration 11Q: 3 clusters Score -1634347 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1634461.250000 Penalty: 4677.577637
	Iteration 12Q: 3 clusters Score -1634461 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1634599.375000 Penalty: 4677.577637
	Iteration 13Q: 3 clusters Score -1634599 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1634761.750000 Penalty: 4677.577637
	Iteration 14Q: 3 clusters Score -1634762 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1634970.750000 Penalty: 4677.577637
	Iteration 15Q: 3 clusters Score -1634971 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1635267.750000 Penalty: 4677.577637
	Iteration 16Q: 3 clusters Score -1635268 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1635594.250000 Penalty: 4677.577637
	Iteration 17Q: 3 clusters Score -1635594 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1635923.625000 Penalty: 4677.577637
	Iteration 18Q: 3 clusters Score -1635924 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1636172.625000 Penalty: 4677.577637
	Iteration 19Q: 3 clusters Score -1636173 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1636355.000000 Penalty: 4677.577637
	Iteration 20F: 3 clusters Score -1636355 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1636472.000000 Penalty: 4677.577637
	Iteration 21Q: 3 clusters Score -1636472 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1636538.500000 Penalty: 4677.577637
	Iteration 22Q: 3 clusters Score -1636538 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1636583.125000 Penalty: 4677.577637
	Iteration 23Q: 3 clusters Score -1636583 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1636608.250000 Penalty: 4677.577637
	Iteration 24Q: 3 clusters Score -1636608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1636630.250000 Penalty: 4677.577637
	Iteration 25Q: 3 clusters Score -1636630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1636653.375000 Penalty: 4677.577637
	Iteration 26Q: 3 clusters Score -1636653 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1636664.375000 Penalty: 4677.577637
	Iteration 27Q: 3 clusters Score -1636664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1636679.375000 Penalty: 4677.577637
	Iteration 28Q: 3 clusters Score -1636679 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1636690.125000 Penalty: 4677.577637
	Iteration 29Q: 3 clusters Score -1636690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1636702.250000 Penalty: 4677.577637
	Iteration 30Q: 3 clusters Score -1636702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1636714.750000 Penalty: 4677.577637
	Iteration 31Q: 3 clusters Score -1636715 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1636730.500000 Penalty: 4677.577637
	Iteration 32Q: 3 clusters Score -1636730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1636747.750000 Penalty: 4677.577637
	Iteration 33Q: 3 clusters Score -1636748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1636764.375000 Penalty: 4677.577637
	Iteration 34Q: 3 clusters Score -1636764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1636776.625000 Penalty: 4677.577637
	Iteration 35Q: 3 clusters Score -1636777 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1636796.500000 Penalty: 4677.577637
	Iteration 36Q: 3 clusters Score -1636796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1636800.875000 Penalty: 4677.577637
	Iteration 37Q: 3 clusters Score -1636801 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1636819.500000 Penalty: 4677.577637
	Iteration 38Q: 3 clusters Score -1636820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1636828.250000 Penalty: 4677.577637
	Iteration 39Q: 3 clusters Score -1636828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1636838.250000 Penalty: 4677.577637
	Iteration 40F: 3 clusters Score -1636838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1636850.125000 Penalty: 4677.577637
	Iteration 41Q: 3 clusters Score -1636850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1636861.250000 Penalty: 4677.577637
	Iteration 42Q: 3 clusters Score -1636861 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1636872.375000 Penalty: 4677.577637
	Iteration 43Q: 3 clusters Score -1636872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1636883.500000 Penalty: 4677.577637
	Iteration 44Q: 3 clusters Score -1636884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1636898.000000 Penalty: 4677.577637
	Iteration 45Q: 3 clusters Score -1636898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1636909.375000 Penalty: 4677.577637
	Iteration 46Q: 3 clusters Score -1636909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1636924.625000 Penalty: 4677.577637
	Iteration 47Q: 3 clusters Score -1636925 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1636939.000000 Penalty: 4677.577637
	Iteration 48Q: 3 clusters Score -1636939 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1636958.000000 Penalty: 4677.577637
	Iteration 49Q: 3 clusters Score -1636958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1636975.625000 Penalty: 4677.577637
	Iteration 50Q: 3 clusters Score -1636976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1636990.500000 Penalty: 4677.577637
	Iteration 51Q: 3 clusters Score -1636990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1637006.375000 Penalty: 4677.577637
	Iteration 52Q: 3 clusters Score -1637006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1637022.875000 Penalty: 4677.577637
	Iteration 53Q: 3 clusters Score -1637023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1637033.625000 Penalty: 4677.577637
	Iteration 54Q: 3 clusters Score -1637034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1637046.750000 Penalty: 4677.577637
	Iteration 55Q: 3 clusters Score -1637047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1637054.375000 Penalty: 4677.577637
	Iteration 56Q: 3 clusters Score -1637054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1637069.250000 Penalty: 4677.577637
	Iteration 57Q: 3 clusters Score -1637069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1637077.000000 Penalty: 4677.577637
	Iteration 58Q: 3 clusters Score -1637077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1637082.250000 Penalty: 4677.577637
	Iteration 59Q: 3 clusters Score -1637082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1637091.125000 Penalty: 4677.577637
	Iteration 60F: 3 clusters Score -1637091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1637097.750000 Penalty: 4677.577637
	Iteration 61Q: 3 clusters Score -1637098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1637106.250000 Penalty: 4677.577637
	Iteration 62Q: 3 clusters Score -1637106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1637112.500000 Penalty: 4677.577637
	Iteration 63Q: 3 clusters Score -1637112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1637119.250000 Penalty: 4677.577637
	Iteration 64Q: 3 clusters Score -1637119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1637130.375000 Penalty: 4677.577637
	Iteration 65Q: 3 clusters Score -1637130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1637126.375000 Penalty: 4677.577637
	Iteration 66Q: 3 clusters Score -1637126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1637133.500000 Penalty: 4677.577637
	Iteration 67Q: 3 clusters Score -1637134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1637141.500000 Penalty: 4677.577637
	Iteration 68Q: 3 clusters Score -1637142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1637138.250000 Penalty: 4677.577637
	Iteration 69Q: 3 clusters Score -1637138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1637152.500000 Penalty: 4677.577637
	Iteration 70Q: 3 clusters Score -1637152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1637150.875000 Penalty: 4677.577637
	Iteration 71Q: 3 clusters Score -1637151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1637162.500000 Penalty: 4677.577637
	Iteration 72Q: 3 clusters Score -1637162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1637172.875000 Penalty: 4677.577637
	Iteration 73Q: 3 clusters Score -1637173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1637181.875000 Penalty: 4677.577637
	Iteration 74Q: 3 clusters Score -1637182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1637190.875000 Penalty: 4677.577637
	Iteration 75Q: 3 clusters Score -1637191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1637207.750000 Penalty: 4677.577637
	Iteration 76Q: 3 clusters Score -1637208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1637222.750000 Penalty: 4677.577637
	Iteration 77Q: 3 clusters Score -1637223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1637235.375000 Penalty: 4677.577637
	Iteration 78Q: 3 clusters Score -1637235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1637239.375000 Penalty: 4677.577637
	Iteration 79Q: 3 clusters Score -1637239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1637251.500000 Penalty: 4677.577637
	Iteration 80F: 3 clusters Score -1637252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1637249.375000 Penalty: 4677.577637
	Iteration 81Q: 3 clusters Score -1637249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1637257.125000 Penalty: 4677.577637
	Iteration 82Q: 3 clusters Score -1637257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1637255.750000 Penalty: 4677.577637
	Iteration 83Q: 3 clusters Score -1637256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1637260.500000 Penalty: 4677.577637
	Iteration 84Q: 3 clusters Score -1637260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1637269.125000 Penalty: 4677.577637
	Iteration 85Q: 3 clusters Score -1637269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1637273.875000 Penalty: 4677.577637
	Iteration 86Q: 3 clusters Score -1637274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1637272.000000 Penalty: 4677.577637
	Iteration 87Q: 3 clusters Score -1637272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1637275.875000 Penalty: 4677.577637
	Iteration 88Q: 3 clusters Score -1637276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1637277.000000 Penalty: 4677.577637
	Iteration 89Q: 3 clusters Score -1637277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1637274.750000 Penalty: 4677.577637
	Iteration 90Q: 3 clusters Score -1637275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1637275.500000 Penalty: 4677.577637
	Iteration 91Q: 3 clusters Score -1637276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1637275.125000 Penalty: 4677.577637
	Iteration 92Q: 3 clusters Score -1637275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1637275.125000 Penalty: 4677.577637
	Iteration 93F: 3 clusters Score -1637275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Entering Unmasked Estep 
Score: -7131240.000000 Penalty: 2706.002441
	Iteration 0F: 2 clusters Score -7131240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -7094382.000000 Penalty: 5412.004883
	Iteration 0F: 3 clusters Score -7094382 nChanged 25394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -7108192.500000 Penalty: 5412.004883
	Iteration 1F: 3 clusters Score -7108192 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -7108647.500000 Penalty: 5412.004883
	Iteration 2Q: 3 clusters Score -7108648 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -7109073.000000 Penalty: 5412.004883
	Iteration 3Q: 3 clusters Score -7109073 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -7109434.500000 Penalty: 5412.004883
	Iteration 4Q: 3 clusters Score -7109434 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -7109855.000000 Penalty: 5412.004883
	Iteration 5Q: 3 clusters Score -7109855 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -7110275.500000 Penalty: 5412.004883
	Iteration 6Q: 3 clusters Score -7110276 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -7110750.500000 Penalty: 5412.004883
	Iteration 7Q: 3 clusters Score -7110750 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -7111330.000000 Penalty: 5412.004883
	Iteration 8Q: 3 clusters Score -7111330 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -7112094.000000 Penalty: 5412.004883
	Iteration 9Q: 3 clusters Score -7112094 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -7113116.500000 Penalty: 5412.004883
	Iteration 10Q: 3 clusters Score -7113116 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -7114399.000000 Penalty: 5412.004883
	Iteration 11Q: 3 clusters Score -7114399 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -7115984.000000 Penalty: 5412.004883
	Iteration 12Q: 3 clusters Score -7115984 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -7117993.000000 Penalty: 5412.004883
	Iteration 13F: 3 clusters Score -7117993 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -7120085.500000 Penalty: 5412.004883
	Iteration 14F: 3 clusters Score -7120086 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -7121961.000000 Penalty: 5412.004883
	Iteration 15Q: 3 clusters Score -7121961 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -7123311.000000 Penalty: 5412.004883
	Iteration 16Q: 3 clusters Score -7123311 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -7124303.000000 Penalty: 5412.004883
	Iteration 17Q: 3 clusters Score -7124303 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -7125041.500000 Penalty: 5412.004883
	Iteration 18Q: 3 clusters Score -7125042 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -7125559.000000 Penalty: 5412.004883
	Iteration 19Q: 3 clusters Score -7125559 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -7126029.500000 Penalty: 5412.004883
	Iteration 20F: 3 clusters Score -7126030 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -7126433.000000 Penalty: 5412.004883
	Iteration 21Q: 3 clusters Score -7126433 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -7126794.000000 Penalty: 5412.004883
	Iteration 22Q: 3 clusters Score -7126794 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -7127114.500000 Penalty: 5412.004883
	Iteration 23Q: 3 clusters Score -7127114 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -7127378.000000 Penalty: 5412.004883
	Iteration 24Q: 3 clusters Score -7127378 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -7127640.500000 Penalty: 5412.004883
	Iteration 25Q: 3 clusters Score -7127640 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -7127865.000000 Penalty: 5412.004883
	Iteration 26Q: 3 clusters Score -7127865 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -7128069.500000 Penalty: 5412.004883
	Iteration 27Q: 3 clusters Score -7128070 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -7128220.000000 Penalty: 5412.004883
	Iteration 28Q: 3 clusters Score -7128220 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -7128331.500000 Penalty: 5412.004883
	Iteration 29Q: 3 clusters Score -7128332 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -7128411.500000 Penalty: 5412.004883
	Iteration 30Q: 3 clusters Score -7128412 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -7128512.500000 Penalty: 5412.004883
	Iteration 31Q: 3 clusters Score -7128512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -7128561.500000 Penalty: 5412.004883
	Iteration 32Q: 3 clusters Score -7128562 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -7128617.500000 Penalty: 5412.004883
	Iteration 33Q: 3 clusters Score -7128618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -7128650.500000 Penalty: 5412.004883
	Iteration 34Q: 3 clusters Score -7128650 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -7128687.000000 Penalty: 5412.004883
	Iteration 35Q: 3 clusters Score -7128687 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -7128724.500000 Penalty: 5412.004883
	Iteration 36Q: 3 clusters Score -7128724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -7128751.000000 Penalty: 5412.004883
	Iteration 37Q: 3 clusters Score -7128751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -7128769.000000 Penalty: 5412.004883
	Iteration 38Q: 3 clusters Score -7128769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -7128787.000000 Penalty: 5412.004883
	Iteration 39Q: 3 clusters Score -7128787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -7128810.000000 Penalty: 5412.004883
	Iteration 40F: 3 clusters Score -7128810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -7128847.500000 Penalty: 5412.004883
	Iteration 41Q: 3 clusters Score -7128848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -7128871.500000 Penalty: 5412.004883
	Iteration 42Q: 3 clusters Score -7128872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -7128885.000000 Penalty: 5412.004883
	Iteration 43Q: 3 clusters Score -7128885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -7128889.500000 Penalty: 5412.004883
	Iteration 44Q: 3 clusters Score -7128890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -7128908.500000 Penalty: 5412.004883
	Iteration 45Q: 3 clusters Score -7128908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -7128903.500000 Penalty: 5412.004883
	Iteration 46Q: 3 clusters Score -7128904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -7128915.500000 Penalty: 5412.004883
	Iteration 47Q: 3 clusters Score -7128916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -7128915.500000 Penalty: 5412.004883
	Iteration 48Q: 3 clusters Score -7128916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -7128927.000000 Penalty: 5412.004883
	Iteration 49Q: 3 clusters Score -7128927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -7128925.500000 Penalty: 5412.004883
	Iteration 50Q: 3 clusters Score -7128926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -7128940.000000 Penalty: 5412.004883
	Iteration 51Q: 3 clusters Score -7128940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -7128945.000000 Penalty: 5412.004883
	Iteration 52Q: 3 clusters Score -7128945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -7128942.000000 Penalty: 5412.004883
	Iteration 53Q: 3 clusters Score -7128942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -7128946.500000 Penalty: 5412.004883
	Iteration 54Q: 3 clusters Score -7128946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -7128951.000000 Penalty: 5412.004883
	Iteration 55Q: 3 clusters Score -7128951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -7128954.000000 Penalty: 5412.004883
	Iteration 56Q: 3 clusters Score -7128954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -7128954.000000 Penalty: 5412.004883
	Iteration 57F: 3 clusters Score -7128954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Entering Unmasked Estep 
Score: -1518256.250000 Penalty: 2328.095459
	Iteration 0F: 2 clusters Score -1518256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1509286.750000 Penalty: 4656.190918
	Iteration 0F: 3 clusters Score -1509287 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1512043.375000 Penalty: 4656.190918
	Iteration 1F: 3 clusters Score -1512043 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1512349.500000 Penalty: 4656.190918
	Iteration 2F: 3 clusters Score -1512350 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1512619.375000 Penalty: 4656.190918
	Iteration 3Q: 3 clusters Score -1512619 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1512840.375000 Penalty: 4656.190918
	Iteration 4Q: 3 clusters Score -1512840 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1513045.250000 Penalty: 4656.190918
	Iteration 5Q: 3 clusters Score -1513045 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1513278.500000 Penalty: 4656.190918
	Iteration 6Q: 3 clusters Score -1513278 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1513604.375000 Penalty: 4656.190918
	Iteration 7Q: 3 clusters Score -1513604 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1514038.250000 Penalty: 4656.190918
	Iteration 8F: 3 clusters Score -1514038 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1514525.375000 Penalty: 4656.190918
	Iteration 9F: 3 clusters Score -1514525 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1515024.625000 Penalty: 4656.190918
	Iteration 10F: 3 clusters Score -1515025 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1515493.750000 Penalty: 4656.190918
	Iteration 11Q: 3 clusters Score -1515494 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1515832.125000 Penalty: 4656.190918
	Iteration 12Q: 3 clusters Score -1515832 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1516033.000000 Penalty: 4656.190918
	Iteration 13Q: 3 clusters Score -1516033 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1516160.500000 Penalty: 4656.190918
	Iteration 14Q: 3 clusters Score -1516160 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1516276.500000 Penalty: 4656.190918
	Iteration 15Q: 3 clusters Score -1516276 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1516345.250000 Penalty: 4656.190918
	Iteration 16Q: 3 clusters Score -1516345 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1516407.500000 Penalty: 4656.190918
	Iteration 17Q: 3 clusters Score -1516408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1516438.125000 Penalty: 4656.190918
	Iteration 18Q: 3 clusters Score -1516438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1516462.125000 Penalty: 4656.190918
	Iteration 19Q: 3 clusters Score -1516462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1516485.000000 Penalty: 4656.190918
	Iteration 20F: 3 clusters Score -1516485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1516494.625000 Penalty: 4656.190918
	Iteration 21Q: 3 clusters Score -1516495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1516508.500000 Penalty: 4656.190918
	Iteration 22Q: 3 clusters Score -1516508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1516519.375000 Penalty: 4656.190918
	Iteration 23Q: 3 clusters Score -1516519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1516517.625000 Penalty: 4656.190918
	Iteration 24Q: 3 clusters Score -1516518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1516523.250000 Penalty: 4656.190918
	Iteration 25Q: 3 clusters Score -1516523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1516524.625000 Penalty: 4656.190918
	Iteration 26Q: 3 clusters Score -1516525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1516525.125000 Penalty: 4656.190918
	Iteration 27Q: 3 clusters Score -1516525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1516525.750000 Penalty: 4656.190918
	Iteration 28Q: 3 clusters Score -1516526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1516525.000000 Penalty: 4656.190918
	Iteration 29Q: 3 clusters Score -1516525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1516525.375000 Penalty: 4656.190918
	Iteration 30Q: 3 clusters Score -1516525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1516526.375000 Penalty: 4656.190918
	Iteration 31Q: 3 clusters Score -1516526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1516529.500000 Penalty: 4656.190918
	Iteration 32Q: 3 clusters Score -1516530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1516530.250000 Penalty: 4656.190918
	Iteration 33Q: 3 clusters Score -1516530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1516530.250000 Penalty: 4656.190918
	Iteration 34F: 3 clusters Score -1516530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Entering Unmasked Estep 
Score: -5884054.000000 Penalty: 2656.480225
	Iteration 0F: 2 clusters Score -5884054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -5853998.500000 Penalty: 5312.960449
	Iteration 0F: 3 clusters Score -5853998 nChanged 20505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -5865250.500000 Penalty: 5312.960449
	Iteration 1F: 3 clusters Score -5865250 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -5865881.000000 Penalty: 5312.960449
	Iteration 2Q: 3 clusters Score -5865881 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -5866656.000000 Penalty: 5312.960449
	Iteration 3Q: 3 clusters Score -5866656 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -5867969.000000 Penalty: 5312.960449
	Iteration 4F: 3 clusters Score -5867969 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -5870050.500000 Penalty: 5312.960449
	Iteration 5F: 3 clusters Score -5870050 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -5873088.500000 Penalty: 5312.960449
	Iteration 6F: 3 clusters Score -5873088 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -5876343.000000 Penalty: 5312.960449
	Iteration 7F: 3 clusters Score -5876343 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5878997.500000 Penalty: 5312.960449
	Iteration 8F: 3 clusters Score -5878998 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -5880469.500000 Penalty: 5312.960449
	Iteration 9Q: 3 clusters Score -5880470 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -5881144.000000 Penalty: 5312.960449
	Iteration 10Q: 3 clusters Score -5881144 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -5881436.500000 Penalty: 5312.960449
	Iteration 11Q: 3 clusters Score -5881436 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -5881563.000000 Penalty: 5312.960449
	Iteration 12Q: 3 clusters Score -5881563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -5881642.500000 Penalty: 5312.960449
	Iteration 13Q: 3 clusters Score -5881642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -5881690.500000 Penalty: 5312.960449
	Iteration 14Q: 3 clusters Score -5881690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -5881716.500000 Penalty: 5312.960449
	Iteration 15Q: 3 clusters Score -5881716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -5881746.000000 Penalty: 5312.960449
	Iteration 16Q: 3 clusters Score -5881746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -5881766.000000 Penalty: 5312.960449
	Iteration 17Q: 3 clusters Score -5881766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -5881783.000000 Penalty: 5312.960449
	Iteration 18Q: 3 clusters Score -5881783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -5881790.500000 Penalty: 5312.960449
	Iteration 19Q: 3 clusters Score -5881790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -5881802.500000 Penalty: 5312.960449
	Iteration 20F: 3 clusters Score -5881802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -5881812.000000 Penalty: 5312.960449
	Iteration 21Q: 3 clusters Score -5881812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -5881817.500000 Penalty: 5312.960449
	Iteration 22Q: 3 clusters Score -5881818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -5881826.500000 Penalty: 5312.960449
	Iteration 23Q: 3 clusters Score -5881826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -5881837.500000 Penalty: 5312.960449
	Iteration 24Q: 3 clusters Score -5881838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -5881841.500000 Penalty: 5312.960449
	Iteration 25Q: 3 clusters Score -5881842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -5881852.500000 Penalty: 5312.960449
	Iteration 26Q: 3 clusters Score -5881852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -5881856.000000 Penalty: 5312.960449
	Iteration 27Q: 3 clusters Score -5881856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -5881860.000000 Penalty: 5312.960449
	Iteration 28Q: 3 clusters Score -5881860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -5881869.000000 Penalty: 5312.960449
	Iteration 29Q: 3 clusters Score -5881869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -5881895.500000 Penalty: 5312.960449
	Iteration 30Q: 3 clusters Score -5881896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -5881897.500000 Penalty: 5312.960449
	Iteration 31Q: 3 clusters Score -5881898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -5881896.000000 Penalty: 5312.960449
	Iteration 32Q: 3 clusters Score -5881896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -5881899.500000 Penalty: 5312.960449
	Iteration 33Q: 3 clusters Score -5881900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -5881898.500000 Penalty: 5312.960449
	Iteration 34Q: 3 clusters Score -5881898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -5881898.500000 Penalty: 5312.960449
	Iteration 35F: 3 clusters Score -5881898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157152 members 
Entering Unmasked Estep 
Score: -20326460.000000 Penalty: 2967.312256
	Iteration 0F: 2 clusters Score -2.032646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -20224076.000000 Penalty: 5934.624512
	Iteration 0F: 3 clusters Score -2.022408e+07 nChanged 75167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82998 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -20268532.000000 Penalty: 5934.624512
	Iteration 1F: 3 clusters Score -2.026853e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85459 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -20270788.000000 Penalty: 5934.624512
	Iteration 2Q: 3 clusters Score -2.027079e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -20274312.000000 Penalty: 5934.624512
	Iteration 3Q: 3 clusters Score -2.027431e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93784 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -20279212.000000 Penalty: 5934.624512
	Iteration 4F: 3 clusters Score -2.027921e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -20286058.000000 Penalty: 5934.624512
	Iteration 5F: 3 clusters Score -2.028606e+07 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -20294910.000000 Penalty: 5934.624512
	Iteration 6F: 3 clusters Score -2.029491e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111403 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -20303180.000000 Penalty: 5934.624512
	Iteration 7F: 3 clusters Score -2.030318e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115495 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -20308830.000000 Penalty: 5934.624512
	Iteration 8F: 3 clusters Score -2.030883e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118286 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -20312010.000000 Penalty: 5934.624512
	Iteration 9Q: 3 clusters Score -2.031201e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120483 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -20313730.000000 Penalty: 5934.624512
	Iteration 10Q: 3 clusters Score -2.031373e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122445 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -20314752.000000 Penalty: 5934.624512
	Iteration 11Q: 3 clusters Score -2.031475e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124232 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -20315606.000000 Penalty: 5934.624512
	Iteration 12Q: 3 clusters Score -2.031561e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125973 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -20316372.000000 Penalty: 5934.624512
	Iteration 13Q: 3 clusters Score -2.031637e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127548 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -20316998.000000 Penalty: 5934.624512
	Iteration 14Q: 3 clusters Score -2.0317e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128991 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -20317450.000000 Penalty: 5934.624512
	Iteration 15Q: 3 clusters Score -2.031745e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130355 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -20317878.000000 Penalty: 5934.624512
	Iteration 16Q: 3 clusters Score -2.031788e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131746 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -20318266.000000 Penalty: 5934.624512
	Iteration 17Q: 3 clusters Score -2.031827e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133012 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -20318670.000000 Penalty: 5934.624512
	Iteration 18Q: 3 clusters Score -2.031867e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134220 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -20318980.000000 Penalty: 5934.624512
	Iteration 19Q: 3 clusters Score -2.031898e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135440 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -20319258.000000 Penalty: 5934.624512
	Iteration 20F: 3 clusters Score -2.031926e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136555 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -20319618.000000 Penalty: 5934.624512
	Iteration 21Q: 3 clusters Score -2.031962e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137649 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -20319826.000000 Penalty: 5934.624512
	Iteration 22Q: 3 clusters Score -2.031983e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138687 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -20320148.000000 Penalty: 5934.624512
	Iteration 23Q: 3 clusters Score -2.032015e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139673 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -20320368.000000 Penalty: 5934.624512
	Iteration 24Q: 3 clusters Score -2.032037e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140553 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -20320536.000000 Penalty: 5934.624512
	Iteration 25Q: 3 clusters Score -2.032054e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141367 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -20320718.000000 Penalty: 5934.624512
	Iteration 26Q: 3 clusters Score -2.032072e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142214 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -20320914.000000 Penalty: 5934.624512
	Iteration 27Q: 3 clusters Score -2.032091e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142999 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -20321182.000000 Penalty: 5934.624512
	Iteration 28Q: 3 clusters Score -2.032118e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143722 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -20321404.000000 Penalty: 5934.624512
	Iteration 29Q: 3 clusters Score -2.03214e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144412 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -20321596.000000 Penalty: 5934.624512
	Iteration 30Q: 3 clusters Score -2.03216e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145107 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -20321808.000000 Penalty: 5934.624512
	Iteration 31Q: 3 clusters Score -2.032181e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145796 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -20322010.000000 Penalty: 5934.624512
	Iteration 32Q: 3 clusters Score -2.032201e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146440 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -20322240.000000 Penalty: 5934.624512
	Iteration 33Q: 3 clusters Score -2.032224e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147076 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -20322464.000000 Penalty: 5934.624512
	Iteration 34Q: 3 clusters Score -2.032246e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147661 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -20322622.000000 Penalty: 5934.624512
	Iteration 35Q: 3 clusters Score -2.032262e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148188 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -20322802.000000 Penalty: 5934.624512
	Iteration 36Q: 3 clusters Score -2.03228e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148674 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -20322928.000000 Penalty: 5934.624512
	Iteration 37Q: 3 clusters Score -2.032293e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149092 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -20322952.000000 Penalty: 5934.624512
	Iteration 38Q: 3 clusters Score -2.032295e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -20323096.000000 Penalty: 5934.624512
	Iteration 39Q: 3 clusters Score -2.03231e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149884 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -20323168.000000 Penalty: 5934.624512
	Iteration 40F: 3 clusters Score -2.032317e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150205 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -20323254.000000 Penalty: 5934.624512
	Iteration 41Q: 3 clusters Score -2.032325e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150498 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -20323340.000000 Penalty: 5934.624512
	Iteration 42Q: 3 clusters Score -2.032334e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -20323450.000000 Penalty: 5934.624512
	Iteration 43Q: 3 clusters Score -2.032345e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151050 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -20323538.000000 Penalty: 5934.624512
	Iteration 44Q: 3 clusters Score -2.032354e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151294 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -20323572.000000 Penalty: 5934.624512
	Iteration 45Q: 3 clusters Score -2.032357e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151541 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -20323632.000000 Penalty: 5934.624512
	Iteration 46Q: 3 clusters Score -2.032363e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151766 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -20323686.000000 Penalty: 5934.624512
	Iteration 47Q: 3 clusters Score -2.032369e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151965 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -20323700.000000 Penalty: 5934.624512
	Iteration 48Q: 3 clusters Score -2.03237e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152129 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -20323686.000000 Penalty: 5934.624512
	Iteration 49Q: 3 clusters Score -2.032369e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152261 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -20323680.000000 Penalty: 5934.624512
	Iteration 50Q: 3 clusters Score -2.032368e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152389 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -20323738.000000 Penalty: 5934.624512
	Iteration 51Q: 3 clusters Score -2.032374e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152501 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -20323788.000000 Penalty: 5934.624512
	Iteration 52Q: 3 clusters Score -2.032379e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152620 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -20323772.000000 Penalty: 5934.624512
	Iteration 53Q: 3 clusters Score -2.032377e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152726 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -20323796.000000 Penalty: 5934.624512
	Iteration 54Q: 3 clusters Score -2.03238e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152827 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -20323818.000000 Penalty: 5934.624512
	Iteration 55Q: 3 clusters Score -2.032382e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -20323842.000000 Penalty: 5934.624512
	Iteration 56Q: 3 clusters Score -2.032384e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152985 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -20323890.000000 Penalty: 5934.624512
	Iteration 57Q: 3 clusters Score -2.032389e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153058 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -20323912.000000 Penalty: 5934.624512
	Iteration 58Q: 3 clusters Score -2.032391e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153124 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -20323936.000000 Penalty: 5934.624512
	Iteration 59Q: 3 clusters Score -2.032394e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153177 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -20323932.000000 Penalty: 5934.624512
	Iteration 60F: 3 clusters Score -2.032393e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153226 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -20323974.000000 Penalty: 5934.624512
	Iteration 61Q: 3 clusters Score -2.032397e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153283 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -20323958.000000 Penalty: 5934.624512
	Iteration 62Q: 3 clusters Score -2.032396e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153326 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -20323968.000000 Penalty: 5934.624512
	Iteration 63Q: 3 clusters Score -2.032397e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153366 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -20323950.000000 Penalty: 5934.624512
	Iteration 64Q: 3 clusters Score -2.032395e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -20323982.000000 Penalty: 5934.624512
	Iteration 65Q: 3 clusters Score -2.032398e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153443 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -20324002.000000 Penalty: 5934.624512
	Iteration 66Q: 3 clusters Score -2.0324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153466 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -20324004.000000 Penalty: 5934.624512
	Iteration 67Q: 3 clusters Score -2.0324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153488 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -20324026.000000 Penalty: 5934.624512
	Iteration 68Q: 3 clusters Score -2.032403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153507 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -20324012.000000 Penalty: 5934.624512
	Iteration 69Q: 3 clusters Score -2.032401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153519 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -20324014.000000 Penalty: 5934.624512
	Iteration 70Q: 3 clusters Score -2.032401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153527 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -20324008.000000 Penalty: 5934.624512
	Iteration 71Q: 3 clusters Score -2.032401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153533 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -20324006.000000 Penalty: 5934.624512
	Iteration 72Q: 3 clusters Score -2.032401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153540 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -20323996.000000 Penalty: 5934.624512
	Iteration 73Q: 3 clusters Score -2.0324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153542 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -20324000.000000 Penalty: 5934.624512
	Iteration 74Q: 3 clusters Score -2.0324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153545 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -20323994.000000 Penalty: 5934.624512
	Iteration 75Q: 3 clusters Score -2.032399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153548 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -20323990.000000 Penalty: 5934.624512
	Iteration 76Q: 3 clusters Score -2.032399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153551 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -20323988.000000 Penalty: 5934.624512
	Iteration 77Q: 3 clusters Score -2.032399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153552 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -20324002.000000 Penalty: 5934.624512
	Iteration 78Q: 3 clusters Score -2.0324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153553 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -20323994.000000 Penalty: 5934.624512
	Iteration 79Q: 3 clusters Score -2.032399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153553 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -20323994.000000 Penalty: 5934.624512
	Iteration 80F: 3 clusters Score -2.032399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (77109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Entering Unmasked Estep 
Score: -9972301.000000 Penalty: 2790.737793
	Iteration 0F: 2 clusters Score -9972301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -9920725.000000 Penalty: 5581.475586
	Iteration 0F: 3 clusters Score -9920725 nChanged 36179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -9940828.000000 Penalty: 5581.475586
	Iteration 1F: 3 clusters Score -9940828 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -9941337.000000 Penalty: 5581.475586
	Iteration 2Q: 3 clusters Score -9941337 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -9941665.000000 Penalty: 5581.475586
	Iteration 3Q: 3 clusters Score -9941665 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -9942093.000000 Penalty: 5581.475586
	Iteration 4Q: 3 clusters Score -9942093 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -9942519.000000 Penalty: 5581.475586
	Iteration 5Q: 3 clusters Score -9942519 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -9942898.000000 Penalty: 5581.475586
	Iteration 6Q: 3 clusters Score -9942898 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -9943370.000000 Penalty: 5581.475586
	Iteration 7Q: 3 clusters Score -9943370 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -9944091.000000 Penalty: 5581.475586
	Iteration 8Q: 3 clusters Score -9944091 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -9945120.000000 Penalty: 5581.475586
	Iteration 9Q: 3 clusters Score -9945120 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -9946814.000000 Penalty: 5581.475586
	Iteration 10Q: 3 clusters Score -9946814 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -9949468.000000 Penalty: 5581.475586
	Iteration 11F: 3 clusters Score -9949468 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -9953170.000000 Penalty: 5581.475586
	Iteration 12F: 3 clusters Score -9953170 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -9957550.000000 Penalty: 5581.475586
	Iteration 13F: 3 clusters Score -9957550 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66811 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -9961617.000000 Penalty: 5581.475586
	Iteration 14F: 3 clusters Score -9961617 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -9964786.000000 Penalty: 5581.475586
	Iteration 15Q: 3 clusters Score -9964786 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -9966958.000000 Penalty: 5581.475586
	Iteration 16Q: 3 clusters Score -9966958 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9968245.000000 Penalty: 5581.475586
	Iteration 17Q: 3 clusters Score -9968245 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9968917.000000 Penalty: 5581.475586
	Iteration 18Q: 3 clusters Score -9968917 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9969250.000000 Penalty: 5581.475586
	Iteration 19Q: 3 clusters Score -9969250 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9969450.000000 Penalty: 5581.475586
	Iteration 20F: 3 clusters Score -9969450 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9969563.000000 Penalty: 5581.475586
	Iteration 21Q: 3 clusters Score -9969563 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76401 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9969639.000000 Penalty: 5581.475586
	Iteration 22Q: 3 clusters Score -9969639 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9969702.000000 Penalty: 5581.475586
	Iteration 23Q: 3 clusters Score -9969702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9969760.000000 Penalty: 5581.475586
	Iteration 24Q: 3 clusters Score -9969760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9969800.000000 Penalty: 5581.475586
	Iteration 25Q: 3 clusters Score -9969800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76593 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9969833.000000 Penalty: 5581.475586
	Iteration 26Q: 3 clusters Score -9969833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9969862.000000 Penalty: 5581.475586
	Iteration 27Q: 3 clusters Score -9969862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9969872.000000 Penalty: 5581.475586
	Iteration 28Q: 3 clusters Score -9969872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9969895.000000 Penalty: 5581.475586
	Iteration 29Q: 3 clusters Score -9969895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76653 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9969900.000000 Penalty: 5581.475586
	Iteration 30Q: 3 clusters Score -9969900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76663 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9969916.000000 Penalty: 5581.475586
	Iteration 31Q: 3 clusters Score -9969916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9969934.000000 Penalty: 5581.475586
	Iteration 32Q: 3 clusters Score -9969934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9969933.000000 Penalty: 5581.475586
	Iteration 33Q: 3 clusters Score -9969933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9969932.000000 Penalty: 5581.475586
	Iteration 34Q: 3 clusters Score -9969932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9969944.000000 Penalty: 5581.475586
	Iteration 35Q: 3 clusters Score -9969944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9969945.000000 Penalty: 5581.475586
	Iteration 36Q: 3 clusters Score -9969945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9969950.000000 Penalty: 5581.475586
	Iteration 37Q: 3 clusters Score -9969950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9969950.000000 Penalty: 5581.475586
	Iteration 38Q: 3 clusters Score -9969950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9969950.000000 Penalty: 5581.475586
	Iteration 39F: 3 clusters Score -9969950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -96453.992188 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -96453.99 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 398 members 
Entering Unmasked Estep 
Score: -94649.343750 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -94649.34 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94911.117188 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -94911.12 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95015.671875 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -95015.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95071.335938 Penalty: 3327.814941
	Iteration 3Q: 3 clusters Score -95071.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95114.617188 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -95114.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -95139.546875 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -95139.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -95147.679688 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -95147.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -95150.882812 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -95150.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -95153.859375 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -95153.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95156.164062 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -95156.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95156.164062 Penalty: 3327.814941
	Iteration 10F: 3 clusters Score -95156.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -979200.312500 Penalty: 2251.076904
	Iteration 0F: 2 clusters Score -979200.3 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 4326 members 
Entering Unmasked Estep 
Score: -972356.437500 Penalty: 4502.153809
	Iteration 0F: 3 clusters Score -972356.4 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -974419.375000 Penalty: 4502.153809
	Iteration 1F: 3 clusters Score -974419.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -974850.062500 Penalty: 4502.153809
	Iteration 2F: 3 clusters Score -974850.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -975242.750000 Penalty: 4502.153809
	Iteration 3F: 3 clusters Score -975242.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -975647.937500 Penalty: 4502.153809
	Iteration 4F: 3 clusters Score -975647.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -976061.000000 Penalty: 4502.153809
	Iteration 5F: 3 clusters Score -976061 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -976438.687500 Penalty: 4502.153809
	Iteration 6F: 3 clusters Score -976438.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -976793.000000 Penalty: 4502.153809
	Iteration 7F: 3 clusters Score -976793 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -977060.250000 Penalty: 4502.153809
	Iteration 8Q: 3 clusters Score -977060.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -977215.312500 Penalty: 4502.153809
	Iteration 9Q: 3 clusters Score -977215.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -977310.500000 Penalty: 4502.153809
	Iteration 10Q: 3 clusters Score -977310.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -977386.687500 Penalty: 4502.153809
	Iteration 11Q: 3 clusters Score -977386.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -977450.750000 Penalty: 4502.153809
	Iteration 12Q: 3 clusters Score -977450.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -977497.437500 Penalty: 4502.153809
	Iteration 13Q: 3 clusters Score -977497.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -977535.875000 Penalty: 4502.153809
	Iteration 14Q: 3 clusters Score -977535.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -977572.375000 Penalty: 4502.153809
	Iteration 15Q: 3 clusters Score -977572.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -977608.562500 Penalty: 4502.153809
	Iteration 16Q: 3 clusters Score -977608.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -977654.937500 Penalty: 4502.153809
	Iteration 17Q: 3 clusters Score -977654.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -977697.625000 Penalty: 4502.153809
	Iteration 18Q: 3 clusters Score -977697.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -977737.875000 Penalty: 4502.153809
	Iteration 19Q: 3 clusters Score -977737.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -977772.187500 Penalty: 4502.153809
	Iteration 20F: 3 clusters Score -977772.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -977803.937500 Penalty: 4502.153809
	Iteration 21Q: 3 clusters Score -977803.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -977832.687500 Penalty: 4502.153809
	Iteration 22Q: 3 clusters Score -977832.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -977856.312500 Penalty: 4502.153809
	Iteration 23Q: 3 clusters Score -977856.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -977878.125000 Penalty: 4502.153809
	Iteration 24Q: 3 clusters Score -977878.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -977902.750000 Penalty: 4502.153809
	Iteration 25Q: 3 clusters Score -977902.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -977932.000000 Penalty: 4502.153809
	Iteration 26Q: 3 clusters Score -977932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -977962.625000 Penalty: 4502.153809
	Iteration 27Q: 3 clusters Score -977962.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -977995.500000 Penalty: 4502.153809
	Iteration 28Q: 3 clusters Score -977995.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -978028.312500 Penalty: 4502.153809
	Iteration 29Q: 3 clusters Score -978028.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -978054.125000 Penalty: 4502.153809
	Iteration 30Q: 3 clusters Score -978054.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -978078.875000 Penalty: 4502.153809
	Iteration 31Q: 3 clusters Score -978078.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -978105.562500 Penalty: 4502.153809
	Iteration 32Q: 3 clusters Score -978105.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -978131.625000 Penalty: 4502.153809
	Iteration 33Q: 3 clusters Score -978131.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -978162.375000 Penalty: 4502.153809
	Iteration 34Q: 3 clusters Score -978162.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -978192.375000 Penalty: 4502.153809
	Iteration 35Q: 3 clusters Score -978192.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -978212.562500 Penalty: 4502.153809
	Iteration 36Q: 3 clusters Score -978212.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -978233.187500 Penalty: 4502.153809
	Iteration 37Q: 3 clusters Score -978233.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -978252.750000 Penalty: 4502.153809
	Iteration 38Q: 3 clusters Score -978252.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -978268.062500 Penalty: 4502.153809
	Iteration 39Q: 3 clusters Score -978268.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -978275.625000 Penalty: 4502.153809
	Iteration 40F: 3 clusters Score -978275.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -978282.187500 Penalty: 4502.153809
	Iteration 41Q: 3 clusters Score -978282.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -978289.437500 Penalty: 4502.153809
	Iteration 42Q: 3 clusters Score -978289.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -978299.312500 Penalty: 4502.153809
	Iteration 43Q: 3 clusters Score -978299.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -978305.125000 Penalty: 4502.153809
	Iteration 44Q: 3 clusters Score -978305.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -978315.687500 Penalty: 4502.153809
	Iteration 45Q: 3 clusters Score -978315.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -978323.062500 Penalty: 4502.153809
	Iteration 46Q: 3 clusters Score -978323.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -978335.937500 Penalty: 4502.153809
	Iteration 47Q: 3 clusters Score -978335.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -978349.187500 Penalty: 4502.153809
	Iteration 48Q: 3 clusters Score -978349.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -978363.875000 Penalty: 4502.153809
	Iteration 49Q: 3 clusters Score -978363.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -978377.750000 Penalty: 4502.153809
	Iteration 50Q: 3 clusters Score -978377.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -978392.125000 Penalty: 4502.153809
	Iteration 51Q: 3 clusters Score -978392.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -978407.687500 Penalty: 4502.153809
	Iteration 52Q: 3 clusters Score -978407.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -978426.500000 Penalty: 4502.153809
	Iteration 53Q: 3 clusters Score -978426.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -978440.875000 Penalty: 4502.153809
	Iteration 54Q: 3 clusters Score -978440.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -978455.875000 Penalty: 4502.153809
	Iteration 55Q: 3 clusters Score -978455.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -978467.625000 Penalty: 4502.153809
	Iteration 56Q: 3 clusters Score -978467.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -978472.687500 Penalty: 4502.153809
	Iteration 57Q: 3 clusters Score -978472.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -978482.250000 Penalty: 4502.153809
	Iteration 58Q: 3 clusters Score -978482.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -978491.062500 Penalty: 4502.153809
	Iteration 59Q: 3 clusters Score -978491.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -978498.062500 Penalty: 4502.153809
	Iteration 60F: 3 clusters Score -978498.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -978505.000000 Penalty: 4502.153809
	Iteration 61Q: 3 clusters Score -978505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -978509.375000 Penalty: 4502.153809
	Iteration 62Q: 3 clusters Score -978509.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -978514.562500 Penalty: 4502.153809
	Iteration 63Q: 3 clusters Score -978514.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -978518.062500 Penalty: 4502.153809
	Iteration 64Q: 3 clusters Score -978518.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -978519.625000 Penalty: 4502.153809
	Iteration 65Q: 3 clusters Score -978519.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -978523.750000 Penalty: 4502.153809
	Iteration 66Q: 3 clusters Score -978523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -978526.375000 Penalty: 4502.153809
	Iteration 67Q: 3 clusters Score -978526.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -978526.875000 Penalty: 4502.153809
	Iteration 68Q: 3 clusters Score -978526.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -978526.375000 Penalty: 4502.153809
	Iteration 69Q: 3 clusters Score -978526.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -978531.062500 Penalty: 4502.153809
	Iteration 70Q: 3 clusters Score -978531.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -978530.875000 Penalty: 4502.153809
	Iteration 71Q: 3 clusters Score -978530.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -978533.750000 Penalty: 4502.153809
	Iteration 72Q: 3 clusters Score -978533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -978535.562500 Penalty: 4502.153809
	Iteration 73Q: 3 clusters Score -978535.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -978535.937500 Penalty: 4502.153809
	Iteration 74Q: 3 clusters Score -978535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -978536.937500 Penalty: 4502.153809
	Iteration 75Q: 3 clusters Score -978536.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -978537.312500 Penalty: 4502.153809
	Iteration 76Q: 3 clusters Score -978537.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -978539.437500 Penalty: 4502.153809
	Iteration 77Q: 3 clusters Score -978539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -978540.312500 Penalty: 4502.153809
	Iteration 78Q: 3 clusters Score -978540.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -978540.562500 Penalty: 4502.153809
	Iteration 79Q: 3 clusters Score -978540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -978540.562500 Penalty: 4502.153809
	Iteration 80F: 3 clusters Score -978540.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (275764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275764 members 
Entering Unmasked Estep 
Score: -35578688.000000 Penalty: 3106.770508
	Iteration 0F: 2 clusters Score -3.557869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137990 members 
Mstep: Class 2 contains 137774 members 
Entering Unmasked Estep 
Score: -35408304.000000 Penalty: 6213.541016
	Iteration 0F: 3 clusters Score -3.54083e+07 nChanged 133273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141905 members 
Mstep: Class 2 contains 133859 members 
Entering Unmasked Estep 
Score: -35487224.000000 Penalty: 6213.541016
	Iteration 1F: 3 clusters Score -3.548722e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143857 members 
Mstep: Class 2 contains 131907 members 
Entering Unmasked Estep 
Score: -35488720.000000 Penalty: 6213.541016
	Iteration 2Q: 3 clusters Score -3.548872e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146860 members 
Mstep: Class 2 contains 128904 members 
Entering Unmasked Estep 
Score: -35490968.000000 Penalty: 6213.541016
	Iteration 3Q: 3 clusters Score -3.549097e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151251 members 
Mstep: Class 2 contains 124513 members 
Entering Unmasked Estep 
Score: -35494080.000000 Penalty: 6213.541016
	Iteration 4Q: 3 clusters Score -3.549408e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157650 members 
Mstep: Class 2 contains 118114 members 
Entering Unmasked Estep 
Score: -35497796.000000 Penalty: 6213.541016
	Iteration 5Q: 3 clusters Score -3.54978e+07 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166617 members 
Mstep: Class 2 contains 109147 members 
Entering Unmasked Estep 
Score: -35503104.000000 Penalty: 6213.541016
	Iteration 6Q: 3 clusters Score -3.55031e+07 nChanged 15308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178183 members 
Mstep: Class 2 contains 97581 members 
Entering Unmasked Estep 
Score: -35510860.000000 Penalty: 6213.541016
	Iteration 7F: 3 clusters Score -3.551086e+07 nChanged 17081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191848 members 
Mstep: Class 2 contains 83916 members 
Entering Unmasked Estep 
Score: -35521024.000000 Penalty: 6213.541016
	Iteration 8F: 3 clusters Score -3.552102e+07 nChanged 16955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205497 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -35532044.000000 Penalty: 6213.541016
	Iteration 9F: 3 clusters Score -3.553204e+07 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217020 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -35543456.000000 Penalty: 6213.541016
	Iteration 10F: 3 clusters Score -3.554346e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226685 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -35552472.000000 Penalty: 6213.541016
	Iteration 11Q: 3 clusters Score -3.555247e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234981 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -35557716.000000 Penalty: 6213.541016
	Iteration 12Q: 3 clusters Score -3.555772e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242182 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -35561972.000000 Penalty: 6213.541016
	Iteration 13Q: 3 clusters Score -3.556197e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248843 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -35565108.000000 Penalty: 6213.541016
	Iteration 14Q: 3 clusters Score -3.556511e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254922 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -35567220.000000 Penalty: 6213.541016
	Iteration 15Q: 3 clusters Score -3.556722e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260367 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -35569568.000000 Penalty: 6213.541016
	Iteration 16Q: 3 clusters Score -3.556957e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265100 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -35571532.000000 Penalty: 6213.541016
	Iteration 17Q: 3 clusters Score -3.557153e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268812 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -35573260.000000 Penalty: 6213.541016
	Iteration 18Q: 3 clusters Score -3.557326e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271394 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -35574220.000000 Penalty: 6213.541016
	Iteration 19Q: 3 clusters Score -3.557422e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273165 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -35574864.000000 Penalty: 6213.541016
	Iteration 20F: 3 clusters Score -3.557486e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274184 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -35575388.000000 Penalty: 6213.541016
	Iteration 21Q: 3 clusters Score -3.557539e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274722 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -35575676.000000 Penalty: 6213.541016
	Iteration 22Q: 3 clusters Score -3.557568e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275012 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -35575808.000000 Penalty: 6213.541016
	Iteration 23Q: 3 clusters Score -3.557581e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275156 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -35575880.000000 Penalty: 6213.541016
	Iteration 24Q: 3 clusters Score -3.557588e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275250 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -35575960.000000 Penalty: 6213.541016
	Iteration 25Q: 3 clusters Score -3.557596e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275303 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -35576056.000000 Penalty: 6213.541016
	Iteration 26Q: 3 clusters Score -3.557606e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275331 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -35576080.000000 Penalty: 6213.541016
	Iteration 27Q: 3 clusters Score -3.557608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275348 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -35576076.000000 Penalty: 6213.541016
	Iteration 28Q: 3 clusters Score -3.557608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275361 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35576104.000000 Penalty: 6213.541016
	Iteration 29Q: 3 clusters Score -3.55761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275370 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -35576100.000000 Penalty: 6213.541016
	Iteration 30Q: 3 clusters Score -3.55761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35576132.000000 Penalty: 6213.541016
	Iteration 31Q: 3 clusters Score -3.557613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275379 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35576120.000000 Penalty: 6213.541016
	Iteration 32Q: 3 clusters Score -3.557612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275384 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -35576136.000000 Penalty: 6213.541016
	Iteration 33Q: 3 clusters Score -3.557614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275385 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -35576152.000000 Penalty: 6213.541016
	Iteration 34Q: 3 clusters Score -3.557615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35576136.000000 Penalty: 6213.541016
	Iteration 35Q: 3 clusters Score -3.557614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35576136.000000 Penalty: 6213.541016
	Iteration 36F: 3 clusters Score -3.557614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Entering Unmasked Estep 
Score: -987322.937500 Penalty: 2233.066406
	Iteration 0F: 2 clusters Score -987322.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -980863.687500 Penalty: 4466.132812
	Iteration 0F: 3 clusters Score -980863.7 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -982670.125000 Penalty: 4466.132812
	Iteration 1F: 3 clusters Score -982670.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -982956.562500 Penalty: 4466.132812
	Iteration 2F: 3 clusters Score -982956.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -983167.437500 Penalty: 4466.132812
	Iteration 3F: 3 clusters Score -983167.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -983350.125000 Penalty: 4466.132812
	Iteration 4Q: 3 clusters Score -983350.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -983491.187500 Penalty: 4466.132812
	Iteration 5Q: 3 clusters Score -983491.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -983599.875000 Penalty: 4466.132812
	Iteration 6Q: 3 clusters Score -983599.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -983691.500000 Penalty: 4466.132812
	Iteration 7Q: 3 clusters Score -983691.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -983756.437500 Penalty: 4466.132812
	Iteration 8Q: 3 clusters Score -983756.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -983807.687500 Penalty: 4466.132812
	Iteration 9Q: 3 clusters Score -983807.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -983855.750000 Penalty: 4466.132812
	Iteration 10Q: 3 clusters Score -983855.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -983898.250000 Penalty: 4466.132812
	Iteration 11Q: 3 clusters Score -983898.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -983943.500000 Penalty: 4466.132812
	Iteration 12Q: 3 clusters Score -983943.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -983977.625000 Penalty: 4466.132812
	Iteration 13Q: 3 clusters Score -983977.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -984010.687500 Penalty: 4466.132812
	Iteration 14Q: 3 clusters Score -984010.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -984044.875000 Penalty: 4466.132812
	Iteration 15Q: 3 clusters Score -984044.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -984089.937500 Penalty: 4466.132812
	Iteration 16Q: 3 clusters Score -984089.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -984134.812500 Penalty: 4466.132812
	Iteration 17Q: 3 clusters Score -984134.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -984190.625000 Penalty: 4466.132812
	Iteration 18Q: 3 clusters Score -984190.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -984248.250000 Penalty: 4466.132812
	Iteration 19Q: 3 clusters Score -984248.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -984307.250000 Penalty: 4466.132812
	Iteration 20F: 3 clusters Score -984307.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -984358.562500 Penalty: 4466.132812
	Iteration 21Q: 3 clusters Score -984358.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -984408.250000 Penalty: 4466.132812
	Iteration 22Q: 3 clusters Score -984408.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -984452.500000 Penalty: 4466.132812
	Iteration 23Q: 3 clusters Score -984452.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -984492.625000 Penalty: 4466.132812
	Iteration 24Q: 3 clusters Score -984492.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -984525.437500 Penalty: 4466.132812
	Iteration 25Q: 3 clusters Score -984525.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -984553.250000 Penalty: 4466.132812
	Iteration 26Q: 3 clusters Score -984553.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -984579.250000 Penalty: 4466.132812
	Iteration 27Q: 3 clusters Score -984579.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -984604.687500 Penalty: 4466.132812
	Iteration 28Q: 3 clusters Score -984604.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -984624.125000 Penalty: 4466.132812
	Iteration 29Q: 3 clusters Score -984624.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -984640.937500 Penalty: 4466.132812
	Iteration 30Q: 3 clusters Score -984640.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -984651.125000 Penalty: 4466.132812
	Iteration 31Q: 3 clusters Score -984651.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -984663.312500 Penalty: 4466.132812
	Iteration 32Q: 3 clusters Score -984663.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -984670.437500 Penalty: 4466.132812
	Iteration 33Q: 3 clusters Score -984670.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -984678.375000 Penalty: 4466.132812
	Iteration 34Q: 3 clusters Score -984678.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -984683.687500 Penalty: 4466.132812
	Iteration 35Q: 3 clusters Score -984683.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -984689.937500 Penalty: 4466.132812
	Iteration 36Q: 3 clusters Score -984689.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -984694.062500 Penalty: 4466.132812
	Iteration 37Q: 3 clusters Score -984694.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -984698.125000 Penalty: 4466.132812
	Iteration 38Q: 3 clusters Score -984698.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -984704.250000 Penalty: 4466.132812
	Iteration 39Q: 3 clusters Score -984704.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -984710.437500 Penalty: 4466.132812
	Iteration 40F: 3 clusters Score -984710.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -984719.375000 Penalty: 4466.132812
	Iteration 41Q: 3 clusters Score -984719.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -984725.187500 Penalty: 4466.132812
	Iteration 42Q: 3 clusters Score -984725.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -984726.812500 Penalty: 4466.132812
	Iteration 43Q: 3 clusters Score -984726.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -984730.000000 Penalty: 4466.132812
	Iteration 44Q: 3 clusters Score -984730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -984739.437500 Penalty: 4466.132812
	Iteration 45Q: 3 clusters Score -984739.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -984746.562500 Penalty: 4466.132812
	Iteration 46Q: 3 clusters Score -984746.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -984750.562500 Penalty: 4466.132812
	Iteration 47Q: 3 clusters Score -984750.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -984754.500000 Penalty: 4466.132812
	Iteration 48Q: 3 clusters Score -984754.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -984763.125000 Penalty: 4466.132812
	Iteration 49Q: 3 clusters Score -984763.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -984770.937500 Penalty: 4466.132812
	Iteration 50Q: 3 clusters Score -984770.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -984779.750000 Penalty: 4466.132812
	Iteration 51Q: 3 clusters Score -984779.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -984787.000000 Penalty: 4466.132812
	Iteration 52Q: 3 clusters Score -984787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -984791.750000 Penalty: 4466.132812
	Iteration 53Q: 3 clusters Score -984791.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -984796.125000 Penalty: 4466.132812
	Iteration 54Q: 3 clusters Score -984796.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -984801.562500 Penalty: 4466.132812
	Iteration 55Q: 3 clusters Score -984801.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -984805.875000 Penalty: 4466.132812
	Iteration 56Q: 3 clusters Score -984805.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -984810.062500 Penalty: 4466.132812
	Iteration 57Q: 3 clusters Score -984810.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -984814.375000 Penalty: 4466.132812
	Iteration 58Q: 3 clusters Score -984814.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -984819.187500 Penalty: 4466.132812
	Iteration 59Q: 3 clusters Score -984819.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -984821.250000 Penalty: 4466.132812
	Iteration 60F: 3 clusters Score -984821.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -984825.062500 Penalty: 4466.132812
	Iteration 61Q: 3 clusters Score -984825.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -984831.625000 Penalty: 4466.132812
	Iteration 62Q: 3 clusters Score -984831.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -984835.750000 Penalty: 4466.132812
	Iteration 63Q: 3 clusters Score -984835.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -984842.187500 Penalty: 4466.132812
	Iteration 64Q: 3 clusters Score -984842.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -984848.187500 Penalty: 4466.132812
	Iteration 65Q: 3 clusters Score -984848.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -984853.625000 Penalty: 4466.132812
	Iteration 66Q: 3 clusters Score -984853.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -984859.500000 Penalty: 4466.132812
	Iteration 67Q: 3 clusters Score -984859.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -984867.625000 Penalty: 4466.132812
	Iteration 68Q: 3 clusters Score -984867.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -984871.062500 Penalty: 4466.132812
	Iteration 69Q: 3 clusters Score -984871.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -984875.000000 Penalty: 4466.132812
	Iteration 70Q: 3 clusters Score -984875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -984879.375000 Penalty: 4466.132812
	Iteration 71Q: 3 clusters Score -984879.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -984883.562500 Penalty: 4466.132812
	Iteration 72Q: 3 clusters Score -984883.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -984883.375000 Penalty: 4466.132812
	Iteration 73Q: 3 clusters Score -984883.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -984893.250000 Penalty: 4466.132812
	Iteration 74Q: 3 clusters Score -984893.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -984894.187500 Penalty: 4466.132812
	Iteration 75Q: 3 clusters Score -984894.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -984897.812500 Penalty: 4466.132812
	Iteration 76Q: 3 clusters Score -984897.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -984903.250000 Penalty: 4466.132812
	Iteration 77Q: 3 clusters Score -984903.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -984908.937500 Penalty: 4466.132812
	Iteration 78Q: 3 clusters Score -984908.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -984910.812500 Penalty: 4466.132812
	Iteration 79Q: 3 clusters Score -984910.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -984919.000000 Penalty: 4466.132812
	Iteration 80F: 3 clusters Score -984919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -984926.000000 Penalty: 4466.132812
	Iteration 81Q: 3 clusters Score -984926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -984933.187500 Penalty: 4466.132812
	Iteration 82Q: 3 clusters Score -984933.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -984939.062500 Penalty: 4466.132812
	Iteration 83Q: 3 clusters Score -984939.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -984946.937500 Penalty: 4466.132812
	Iteration 84Q: 3 clusters Score -984946.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -984956.687500 Penalty: 4466.132812
	Iteration 85Q: 3 clusters Score -984956.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -984966.187500 Penalty: 4466.132812
	Iteration 86Q: 3 clusters Score -984966.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -984979.125000 Penalty: 4466.132812
	Iteration 87Q: 3 clusters Score -984979.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -984999.625000 Penalty: 4466.132812
	Iteration 88Q: 3 clusters Score -984999.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -985022.062500 Penalty: 4466.132812
	Iteration 89Q: 3 clusters Score -985022.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -985041.937500 Penalty: 4466.132812
	Iteration 90Q: 3 clusters Score -985041.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -985056.062500 Penalty: 4466.132812
	Iteration 91Q: 3 clusters Score -985056.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -985070.125000 Penalty: 4466.132812
	Iteration 92Q: 3 clusters Score -985070.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -985085.875000 Penalty: 4466.132812
	Iteration 93Q: 3 clusters Score -985085.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -985101.125000 Penalty: 4466.132812
	Iteration 94Q: 3 clusters Score -985101.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -985119.125000 Penalty: 4466.132812
	Iteration 95Q: 3 clusters Score -985119.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -985138.000000 Penalty: 4466.132812
	Iteration 96Q: 3 clusters Score -985138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -985152.437500 Penalty: 4466.132812
	Iteration 97Q: 3 clusters Score -985152.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -985168.375000 Penalty: 4466.132812
	Iteration 98Q: 3 clusters Score -985168.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -985182.437500 Penalty: 4466.132812
	Iteration 99Q: 3 clusters Score -985182.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -985203.875000 Penalty: 4466.132812
	Iteration 100F: 3 clusters Score -985203.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -985217.375000 Penalty: 4466.132812
	Iteration 101Q: 3 clusters Score -985217.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -985233.062500 Penalty: 4466.132812
	Iteration 102Q: 3 clusters Score -985233.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -985251.875000 Penalty: 4466.132812
	Iteration 103Q: 3 clusters Score -985251.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -985266.812500 Penalty: 4466.132812
	Iteration 104Q: 3 clusters Score -985266.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -985284.937500 Penalty: 4466.132812
	Iteration 105Q: 3 clusters Score -985284.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -985301.875000 Penalty: 4466.132812
	Iteration 106Q: 3 clusters Score -985301.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -985319.375000 Penalty: 4466.132812
	Iteration 107Q: 3 clusters Score -985319.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -985332.750000 Penalty: 4466.132812
	Iteration 108Q: 3 clusters Score -985332.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -985342.250000 Penalty: 4466.132812
	Iteration 109Q: 3 clusters Score -985342.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -985351.625000 Penalty: 4466.132812
	Iteration 110Q: 3 clusters Score -985351.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -985365.937500 Penalty: 4466.132812
	Iteration 111Q: 3 clusters Score -985365.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -985365.562500 Penalty: 4466.132812
	Iteration 112Q: 3 clusters Score -985365.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -985370.250000 Penalty: 4466.132812
	Iteration 113Q: 3 clusters Score -985370.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -985375.937500 Penalty: 4466.132812
	Iteration 114Q: 3 clusters Score -985375.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -985376.437500 Penalty: 4466.132812
	Iteration 115Q: 3 clusters Score -985376.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -985379.500000 Penalty: 4466.132812
	Iteration 116Q: 3 clusters Score -985379.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -985381.562500 Penalty: 4466.132812
	Iteration 117Q: 3 clusters Score -985381.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -985382.437500 Penalty: 4466.132812
	Iteration 118Q: 3 clusters Score -985382.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -985387.000000 Penalty: 4466.132812
	Iteration 119Q: 3 clusters Score -985387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -985389.312500 Penalty: 4466.132812
	Iteration 120F: 3 clusters Score -985389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -985389.125000 Penalty: 4466.132812
	Iteration 121Q: 3 clusters Score -985389.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -985391.312500 Penalty: 4466.132812
	Iteration 122Q: 3 clusters Score -985391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -985390.875000 Penalty: 4466.132812
	Iteration 123Q: 3 clusters Score -985390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -985391.375000 Penalty: 4466.132812
	Iteration 124Q: 3 clusters Score -985391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -985392.187500 Penalty: 4466.132812
	Iteration 125Q: 3 clusters Score -985392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -985393.062500 Penalty: 4466.132812
	Iteration 126Q: 3 clusters Score -985393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -985395.812500 Penalty: 4466.132812
	Iteration 127Q: 3 clusters Score -985395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -985394.062500 Penalty: 4466.132812
	Iteration 128Q: 3 clusters Score -985394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -985396.500000 Penalty: 4466.132812
	Iteration 129Q: 3 clusters Score -985396.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -985397.812500 Penalty: 4466.132812
	Iteration 130Q: 3 clusters Score -985397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -985399.750000 Penalty: 4466.132812
	Iteration 131Q: 3 clusters Score -985399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -985400.125000 Penalty: 4466.132812
	Iteration 132Q: 3 clusters Score -985400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -985400.125000 Penalty: 4466.132812
	Iteration 133F: 3 clusters Score -985400.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Entering Unmasked Estep 
Score: -2764612.000000 Penalty: 2481.834473
	Iteration 0F: 2 clusters Score -2764612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2749050.000000 Penalty: 4963.668945
	Iteration 0F: 3 clusters Score -2749050 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2754639.250000 Penalty: 4963.668945
	Iteration 1F: 3 clusters Score -2754639 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2755319.000000 Penalty: 4963.668945
	Iteration 2F: 3 clusters Score -2755319 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2756051.250000 Penalty: 4963.668945
	Iteration 3F: 3 clusters Score -2756051 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2756999.500000 Penalty: 4963.668945
	Iteration 4F: 3 clusters Score -2757000 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2758008.000000 Penalty: 4963.668945
	Iteration 5F: 3 clusters Score -2758008 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2758897.250000 Penalty: 4963.668945
	Iteration 6F: 3 clusters Score -2758897 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2759711.500000 Penalty: 4963.668945
	Iteration 7F: 3 clusters Score -2759712 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2760419.000000 Penalty: 4963.668945
	Iteration 8Q: 3 clusters Score -2760419 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2760989.000000 Penalty: 4963.668945
	Iteration 9Q: 3 clusters Score -2760989 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2761392.250000 Penalty: 4963.668945
	Iteration 10Q: 3 clusters Score -2761392 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2761716.500000 Penalty: 4963.668945
	Iteration 11Q: 3 clusters Score -2761716 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2761935.000000 Penalty: 4963.668945
	Iteration 12Q: 3 clusters Score -2761935 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2762119.000000 Penalty: 4963.668945
	Iteration 13Q: 3 clusters Score -2762119 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2762248.000000 Penalty: 4963.668945
	Iteration 14Q: 3 clusters Score -2762248 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2762372.500000 Penalty: 4963.668945
	Iteration 15Q: 3 clusters Score -2762372 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2762453.250000 Penalty: 4963.668945
	Iteration 16Q: 3 clusters Score -2762453 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2762522.500000 Penalty: 4963.668945
	Iteration 17Q: 3 clusters Score -2762522 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2762578.250000 Penalty: 4963.668945
	Iteration 18Q: 3 clusters Score -2762578 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2762616.000000 Penalty: 4963.668945
	Iteration 19Q: 3 clusters Score -2762616 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2762656.750000 Penalty: 4963.668945
	Iteration 20F: 3 clusters Score -2762657 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2762681.000000 Penalty: 4963.668945
	Iteration 21Q: 3 clusters Score -2762681 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2762713.750000 Penalty: 4963.668945
	Iteration 22Q: 3 clusters Score -2762714 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2762737.000000 Penalty: 4963.668945
	Iteration 23Q: 3 clusters Score -2762737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2762754.000000 Penalty: 4963.668945
	Iteration 24Q: 3 clusters Score -2762754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2762788.250000 Penalty: 4963.668945
	Iteration 25Q: 3 clusters Score -2762788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2762812.000000 Penalty: 4963.668945
	Iteration 26Q: 3 clusters Score -2762812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2762829.750000 Penalty: 4963.668945
	Iteration 27Q: 3 clusters Score -2762830 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2762856.000000 Penalty: 4963.668945
	Iteration 28Q: 3 clusters Score -2762856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2762876.500000 Penalty: 4963.668945
	Iteration 29Q: 3 clusters Score -2762876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2762886.750000 Penalty: 4963.668945
	Iteration 30Q: 3 clusters Score -2762887 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2762900.000000 Penalty: 4963.668945
	Iteration 31Q: 3 clusters Score -2762900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2762914.500000 Penalty: 4963.668945
	Iteration 32Q: 3 clusters Score -2762914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2762941.750000 Penalty: 4963.668945
	Iteration 33Q: 3 clusters Score -2762942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2762955.750000 Penalty: 4963.668945
	Iteration 34Q: 3 clusters Score -2762956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2762967.500000 Penalty: 4963.668945
	Iteration 35Q: 3 clusters Score -2762968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2762981.250000 Penalty: 4963.668945
	Iteration 36Q: 3 clusters Score -2762981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2762983.500000 Penalty: 4963.668945
	Iteration 37Q: 3 clusters Score -2762984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2762994.500000 Penalty: 4963.668945
	Iteration 38Q: 3 clusters Score -2762994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2763001.250000 Penalty: 4963.668945
	Iteration 39Q: 3 clusters Score -2763001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2763012.500000 Penalty: 4963.668945
	Iteration 40F: 3 clusters Score -2763012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2763015.750000 Penalty: 4963.668945
	Iteration 41Q: 3 clusters Score -2763016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2763018.000000 Penalty: 4963.668945
	Iteration 42Q: 3 clusters Score -2763018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2763022.500000 Penalty: 4963.668945
	Iteration 43Q: 3 clusters Score -2763022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2763033.250000 Penalty: 4963.668945
	Iteration 44Q: 3 clusters Score -2763033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2763038.250000 Penalty: 4963.668945
	Iteration 45Q: 3 clusters Score -2763038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2763037.250000 Penalty: 4963.668945
	Iteration 46Q: 3 clusters Score -2763037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2763042.000000 Penalty: 4963.668945
	Iteration 47Q: 3 clusters Score -2763042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2763045.750000 Penalty: 4963.668945
	Iteration 48Q: 3 clusters Score -2763046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2763044.750000 Penalty: 4963.668945
	Iteration 49Q: 3 clusters Score -2763045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2763052.500000 Penalty: 4963.668945
	Iteration 50Q: 3 clusters Score -2763052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2763048.000000 Penalty: 4963.668945
	Iteration 51Q: 3 clusters Score -2763048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2763054.250000 Penalty: 4963.668945
	Iteration 52Q: 3 clusters Score -2763054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2763055.750000 Penalty: 4963.668945
	Iteration 53Q: 3 clusters Score -2763056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2763059.250000 Penalty: 4963.668945
	Iteration 54Q: 3 clusters Score -2763059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2763060.500000 Penalty: 4963.668945
	Iteration 55Q: 3 clusters Score -2763060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2763055.250000 Penalty: 4963.668945
	Iteration 56Q: 3 clusters Score -2763055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2763058.500000 Penalty: 4963.668945
	Iteration 57Q: 3 clusters Score -2763058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2763055.250000 Penalty: 4963.668945
	Iteration 58Q: 3 clusters Score -2763055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2763054.750000 Penalty: 4963.668945
	Iteration 59Q: 3 clusters Score -2763055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2763054.250000 Penalty: 4963.668945
	Iteration 60F: 3 clusters Score -2763054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2763054.250000 Penalty: 4963.668945
	Iteration 61Q: 3 clusters Score -2763054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2763054.750000 Penalty: 4963.668945
	Iteration 62Q: 3 clusters Score -2763055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2763054.750000 Penalty: 4963.668945
	Iteration 63F: 3 clusters Score -2763055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Entering Unmasked Estep 
Score: -5636601.500000 Penalty: 2664.704102
	Iteration 0F: 2 clusters Score -5636602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -5605296.000000 Penalty: 5329.408203
	Iteration 0F: 3 clusters Score -5605296 nChanged 21427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -5617076.500000 Penalty: 5329.408203
	Iteration 1F: 3 clusters Score -5617076 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -5617714.000000 Penalty: 5329.408203
	Iteration 2Q: 3 clusters Score -5617714 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -5618430.000000 Penalty: 5329.408203
	Iteration 3Q: 3 clusters Score -5618430 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -5619195.500000 Penalty: 5329.408203
	Iteration 4Q: 3 clusters Score -5619196 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -5620030.500000 Penalty: 5329.408203
	Iteration 5Q: 3 clusters Score -5620030 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5620947.500000 Penalty: 5329.408203
	Iteration 6Q: 3 clusters Score -5620948 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -5621926.500000 Penalty: 5329.408203
	Iteration 7Q: 3 clusters Score -5621926 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -5623069.000000 Penalty: 5329.408203
	Iteration 8Q: 3 clusters Score -5623069 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5624378.000000 Penalty: 5329.408203
	Iteration 9Q: 3 clusters Score -5624378 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -5625964.500000 Penalty: 5329.408203
	Iteration 10F: 3 clusters Score -5625964 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -5627727.000000 Penalty: 5329.408203
	Iteration 11F: 3 clusters Score -5627727 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -5629370.500000 Penalty: 5329.408203
	Iteration 12Q: 3 clusters Score -5629370 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -5630790.000000 Penalty: 5329.408203
	Iteration 13Q: 3 clusters Score -5630790 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -5631948.500000 Penalty: 5329.408203
	Iteration 14Q: 3 clusters Score -5631948 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -5632849.500000 Penalty: 5329.408203
	Iteration 15Q: 3 clusters Score -5632850 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -5633539.500000 Penalty: 5329.408203
	Iteration 16Q: 3 clusters Score -5633540 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5634033.000000 Penalty: 5329.408203
	Iteration 17Q: 3 clusters Score -5634033 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -5634444.000000 Penalty: 5329.408203
	Iteration 18Q: 3 clusters Score -5634444 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5634739.000000 Penalty: 5329.408203
	Iteration 19Q: 3 clusters Score -5634739 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -5634923.500000 Penalty: 5329.408203
	Iteration 20F: 3 clusters Score -5634924 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5635077.500000 Penalty: 5329.408203
	Iteration 21Q: 3 clusters Score -5635078 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5635189.500000 Penalty: 5329.408203
	Iteration 22Q: 3 clusters Score -5635190 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5635267.000000 Penalty: 5329.408203
	Iteration 23Q: 3 clusters Score -5635267 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5635318.500000 Penalty: 5329.408203
	Iteration 24Q: 3 clusters Score -5635318 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5635405.500000 Penalty: 5329.408203
	Iteration 25Q: 3 clusters Score -5635406 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5635446.500000 Penalty: 5329.408203
	Iteration 26Q: 3 clusters Score -5635446 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5635476.500000 Penalty: 5329.408203
	Iteration 27Q: 3 clusters Score -5635476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5635528.500000 Penalty: 5329.408203
	Iteration 28Q: 3 clusters Score -5635528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5635546.500000 Penalty: 5329.408203
	Iteration 29Q: 3 clusters Score -5635546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5635592.000000 Penalty: 5329.408203
	Iteration 30Q: 3 clusters Score -5635592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5635627.500000 Penalty: 5329.408203
	Iteration 31Q: 3 clusters Score -5635628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5635659.500000 Penalty: 5329.408203
	Iteration 32Q: 3 clusters Score -5635660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5635677.000000 Penalty: 5329.408203
	Iteration 33Q: 3 clusters Score -5635677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5635694.000000 Penalty: 5329.408203
	Iteration 34Q: 3 clusters Score -5635694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5635724.500000 Penalty: 5329.408203
	Iteration 35Q: 3 clusters Score -5635724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5635731.000000 Penalty: 5329.408203
	Iteration 36Q: 3 clusters Score -5635731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5635743.500000 Penalty: 5329.408203
	Iteration 37Q: 3 clusters Score -5635744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5635759.000000 Penalty: 5329.408203
	Iteration 38Q: 3 clusters Score -5635759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5635757.000000 Penalty: 5329.408203
	Iteration 39Q: 3 clusters Score -5635757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5635755.000000 Penalty: 5329.408203
	Iteration 40F: 3 clusters Score -5635755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5635764.000000 Penalty: 5329.408203
	Iteration 41Q: 3 clusters Score -5635764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5635768.000000 Penalty: 5329.408203
	Iteration 42Q: 3 clusters Score -5635768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5635767.000000 Penalty: 5329.408203
	Iteration 43Q: 3 clusters Score -5635767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5635767.000000 Penalty: 5329.408203
	Iteration 44Q: 3 clusters Score -5635767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5635767.000000 Penalty: 5329.408203
	Iteration 45F: 3 clusters Score -5635767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -68862.250000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -68862.25 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 302 members 
Entering Unmasked Estep 
Score: -67284.117188 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -67284.12 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67602.617188 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -67602.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67754.554688 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -67754.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67867.554688 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -67867.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67936.773438 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -67936.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67948.890625 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -67948.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67974.218750 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -67974.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67996.273438 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -67996.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68037.187500 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -68037.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68124.679688 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -68124.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68163.062500 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -68163.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68180.750000 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -68180.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68193.390625 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -68193.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68205.679688 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -68205.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68213.445312 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -68213.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68222.617188 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -68222.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68226.601562 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -68226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68229.695312 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -68229.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68231.851562 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -68231.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68231.851562 Penalty: 3206.435791
	Iteration 19F: 3 clusters Score -68231.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Entering Unmasked Estep 
Score: -732522.687500 Penalty: 2162.714844
	Iteration 0F: 2 clusters Score -732522.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -727313.187500 Penalty: 4325.429688
	Iteration 0F: 3 clusters Score -727313.2 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -728687.937500 Penalty: 4325.429688
	Iteration 1F: 3 clusters Score -728687.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -729033.875000 Penalty: 4325.429688
	Iteration 2F: 3 clusters Score -729033.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -729260.062500 Penalty: 4325.429688
	Iteration 3F: 3 clusters Score -729260.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -729441.312500 Penalty: 4325.429688
	Iteration 4Q: 3 clusters Score -729441.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -729586.187500 Penalty: 4325.429688
	Iteration 5Q: 3 clusters Score -729586.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -729706.812500 Penalty: 4325.429688
	Iteration 6Q: 3 clusters Score -729706.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -729802.187500 Penalty: 4325.429688
	Iteration 7Q: 3 clusters Score -729802.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -729868.312500 Penalty: 4325.429688
	Iteration 8Q: 3 clusters Score -729868.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -729921.562500 Penalty: 4325.429688
	Iteration 9Q: 3 clusters Score -729921.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -729979.687500 Penalty: 4325.429688
	Iteration 10Q: 3 clusters Score -729979.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -730033.937500 Penalty: 4325.429688
	Iteration 11Q: 3 clusters Score -730033.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -730090.875000 Penalty: 4325.429688
	Iteration 12Q: 3 clusters Score -730090.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -730150.625000 Penalty: 4325.429688
	Iteration 13Q: 3 clusters Score -730150.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -730214.812500 Penalty: 4325.429688
	Iteration 14Q: 3 clusters Score -730214.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -730279.687500 Penalty: 4325.429688
	Iteration 15Q: 3 clusters Score -730279.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -730331.625000 Penalty: 4325.429688
	Iteration 16Q: 3 clusters Score -730331.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -730390.562500 Penalty: 4325.429688
	Iteration 17Q: 3 clusters Score -730390.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -730452.250000 Penalty: 4325.429688
	Iteration 18Q: 3 clusters Score -730452.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -730523.937500 Penalty: 4325.429688
	Iteration 19Q: 3 clusters Score -730523.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -730614.437500 Penalty: 4325.429688
	Iteration 20F: 3 clusters Score -730614.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -730726.125000 Penalty: 4325.429688
	Iteration 21Q: 3 clusters Score -730726.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -730834.437500 Penalty: 4325.429688
	Iteration 22Q: 3 clusters Score -730834.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -730926.062500 Penalty: 4325.429688
	Iteration 23Q: 3 clusters Score -730926.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -730987.187500 Penalty: 4325.429688
	Iteration 24Q: 3 clusters Score -730987.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -731045.875000 Penalty: 4325.429688
	Iteration 25Q: 3 clusters Score -731045.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -731090.312500 Penalty: 4325.429688
	Iteration 26Q: 3 clusters Score -731090.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -731117.375000 Penalty: 4325.429688
	Iteration 27Q: 3 clusters Score -731117.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -731134.000000 Penalty: 4325.429688
	Iteration 28Q: 3 clusters Score -731134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -731154.500000 Penalty: 4325.429688
	Iteration 29Q: 3 clusters Score -731154.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -731182.000000 Penalty: 4325.429688
	Iteration 30Q: 3 clusters Score -731182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -731201.312500 Penalty: 4325.429688
	Iteration 31Q: 3 clusters Score -731201.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -731210.875000 Penalty: 4325.429688
	Iteration 32Q: 3 clusters Score -731210.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -731217.187500 Penalty: 4325.429688
	Iteration 33Q: 3 clusters Score -731217.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -731225.625000 Penalty: 4325.429688
	Iteration 34Q: 3 clusters Score -731225.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -731234.500000 Penalty: 4325.429688
	Iteration 35Q: 3 clusters Score -731234.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -731240.125000 Penalty: 4325.429688
	Iteration 36Q: 3 clusters Score -731240.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -731246.937500 Penalty: 4325.429688
	Iteration 37Q: 3 clusters Score -731246.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -731252.125000 Penalty: 4325.429688
	Iteration 38Q: 3 clusters Score -731252.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -731261.437500 Penalty: 4325.429688
	Iteration 39Q: 3 clusters Score -731261.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -731266.000000 Penalty: 4325.429688
	Iteration 40F: 3 clusters Score -731266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -731269.750000 Penalty: 4325.429688
	Iteration 41Q: 3 clusters Score -731269.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -731273.062500 Penalty: 4325.429688
	Iteration 42Q: 3 clusters Score -731273.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -731278.125000 Penalty: 4325.429688
	Iteration 43Q: 3 clusters Score -731278.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -731283.562500 Penalty: 4325.429688
	Iteration 44Q: 3 clusters Score -731283.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -731289.812500 Penalty: 4325.429688
	Iteration 45Q: 3 clusters Score -731289.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -731297.562500 Penalty: 4325.429688
	Iteration 46Q: 3 clusters Score -731297.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -731301.812500 Penalty: 4325.429688
	Iteration 47Q: 3 clusters Score -731301.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -731304.437500 Penalty: 4325.429688
	Iteration 48Q: 3 clusters Score -731304.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -731308.062500 Penalty: 4325.429688
	Iteration 49Q: 3 clusters Score -731308.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -731309.812500 Penalty: 4325.429688
	Iteration 50Q: 3 clusters Score -731309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -731310.437500 Penalty: 4325.429688
	Iteration 51Q: 3 clusters Score -731310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -731311.562500 Penalty: 4325.429688
	Iteration 52Q: 3 clusters Score -731311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -731312.312500 Penalty: 4325.429688
	Iteration 53Q: 3 clusters Score -731312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -731312.312500 Penalty: 4325.429688
	Iteration 54F: 3 clusters Score -731312.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Entering Unmasked Estep 
Score: -1876295.625000 Penalty: 2383.393555
	Iteration 0F: 2 clusters Score -1876296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1865467.750000 Penalty: 4766.787109
	Iteration 0F: 3 clusters Score -1865468 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1868817.125000 Penalty: 4766.787109
	Iteration 1F: 3 clusters Score -1868817 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1869168.250000 Penalty: 4766.787109
	Iteration 2F: 3 clusters Score -1869168 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1869486.250000 Penalty: 4766.787109
	Iteration 3Q: 3 clusters Score -1869486 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1869806.250000 Penalty: 4766.787109
	Iteration 4Q: 3 clusters Score -1869806 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1870102.750000 Penalty: 4766.787109
	Iteration 5Q: 3 clusters Score -1870103 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1870364.875000 Penalty: 4766.787109
	Iteration 6Q: 3 clusters Score -1870365 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1870633.375000 Penalty: 4766.787109
	Iteration 7Q: 3 clusters Score -1870633 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1870916.125000 Penalty: 4766.787109
	Iteration 8Q: 3 clusters Score -1870916 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1871229.500000 Penalty: 4766.787109
	Iteration 9Q: 3 clusters Score -1871230 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1871595.500000 Penalty: 4766.787109
	Iteration 10Q: 3 clusters Score -1871596 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1871946.500000 Penalty: 4766.787109
	Iteration 11Q: 3 clusters Score -1871946 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1872305.750000 Penalty: 4766.787109
	Iteration 12Q: 3 clusters Score -1872306 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1872677.500000 Penalty: 4766.787109
	Iteration 13Q: 3 clusters Score -1872678 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1873064.875000 Penalty: 4766.787109
	Iteration 14Q: 3 clusters Score -1873065 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1873434.250000 Penalty: 4766.787109
	Iteration 15Q: 3 clusters Score -1873434 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1873682.625000 Penalty: 4766.787109
	Iteration 16Q: 3 clusters Score -1873683 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1873862.250000 Penalty: 4766.787109
	Iteration 17Q: 3 clusters Score -1873862 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1873974.750000 Penalty: 4766.787109
	Iteration 18Q: 3 clusters Score -1873975 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1874065.000000 Penalty: 4766.787109
	Iteration 19Q: 3 clusters Score -1874065 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1874135.750000 Penalty: 4766.787109
	Iteration 20F: 3 clusters Score -1874136 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1874185.750000 Penalty: 4766.787109
	Iteration 21Q: 3 clusters Score -1874186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1874227.375000 Penalty: 4766.787109
	Iteration 22Q: 3 clusters Score -1874227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1874270.125000 Penalty: 4766.787109
	Iteration 23Q: 3 clusters Score -1874270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1874295.500000 Penalty: 4766.787109
	Iteration 24Q: 3 clusters Score -1874296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1874322.875000 Penalty: 4766.787109
	Iteration 25Q: 3 clusters Score -1874323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1874345.625000 Penalty: 4766.787109
	Iteration 26Q: 3 clusters Score -1874346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1874359.750000 Penalty: 4766.787109
	Iteration 27Q: 3 clusters Score -1874360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1874371.750000 Penalty: 4766.787109
	Iteration 28Q: 3 clusters Score -1874372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1874382.000000 Penalty: 4766.787109
	Iteration 29Q: 3 clusters Score -1874382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1874390.625000 Penalty: 4766.787109
	Iteration 30Q: 3 clusters Score -1874391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1874392.750000 Penalty: 4766.787109
	Iteration 31Q: 3 clusters Score -1874393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1874398.500000 Penalty: 4766.787109
	Iteration 32Q: 3 clusters Score -1874398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1874401.500000 Penalty: 4766.787109
	Iteration 33Q: 3 clusters Score -1874402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1874402.250000 Penalty: 4766.787109
	Iteration 34Q: 3 clusters Score -1874402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1874410.375000 Penalty: 4766.787109
	Iteration 35Q: 3 clusters Score -1874410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1874414.375000 Penalty: 4766.787109
	Iteration 36Q: 3 clusters Score -1874414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1874418.750000 Penalty: 4766.787109
	Iteration 37Q: 3 clusters Score -1874419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1874420.125000 Penalty: 4766.787109
	Iteration 38Q: 3 clusters Score -1874420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1874424.000000 Penalty: 4766.787109
	Iteration 39Q: 3 clusters Score -1874424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1874422.625000 Penalty: 4766.787109
	Iteration 40F: 3 clusters Score -1874423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1874422.625000 Penalty: 4766.787109
	Iteration 41Q: 3 clusters Score -1874423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1874423.750000 Penalty: 4766.787109
	Iteration 42Q: 3 clusters Score -1874424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1874425.000000 Penalty: 4766.787109
	Iteration 43Q: 3 clusters Score -1874425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1874426.625000 Penalty: 4766.787109
	Iteration 44Q: 3 clusters Score -1874427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1874426.500000 Penalty: 4766.787109
	Iteration 45Q: 3 clusters Score -1874426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1874433.750000 Penalty: 4766.787109
	Iteration 46Q: 3 clusters Score -1874434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1874433.250000 Penalty: 4766.787109
	Iteration 47Q: 3 clusters Score -1874433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1874438.125000 Penalty: 4766.787109
	Iteration 48Q: 3 clusters Score -1874438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1874441.250000 Penalty: 4766.787109
	Iteration 49Q: 3 clusters Score -1874441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1874448.750000 Penalty: 4766.787109
	Iteration 50Q: 3 clusters Score -1874449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1874449.000000 Penalty: 4766.787109
	Iteration 51Q: 3 clusters Score -1874449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1874451.125000 Penalty: 4766.787109
	Iteration 52Q: 3 clusters Score -1874451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1874453.000000 Penalty: 4766.787109
	Iteration 53Q: 3 clusters Score -1874453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1874451.000000 Penalty: 4766.787109
	Iteration 54Q: 3 clusters Score -1874451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1874451.250000 Penalty: 4766.787109
	Iteration 55Q: 3 clusters Score -1874451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1874449.875000 Penalty: 4766.787109
	Iteration 56Q: 3 clusters Score -1874450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1874454.250000 Penalty: 4766.787109
	Iteration 57Q: 3 clusters Score -1874454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1874454.500000 Penalty: 4766.787109
	Iteration 58Q: 3 clusters Score -1874454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1874454.500000 Penalty: 4766.787109
	Iteration 59F: 3 clusters Score -1874454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -175312.765625 Penalty: 1808.330688
	Iteration 0F: 2 clusters Score -175312.8 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 742 members 
Entering Unmasked Estep 
Score: -173091.359375 Penalty: 3616.661377
	Iteration 0F: 3 clusters Score -173091.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -173597.640625 Penalty: 3616.661377
	Iteration 1F: 3 clusters Score -173597.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -173874.671875 Penalty: 3616.661377
	Iteration 2F: 3 clusters Score -173874.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -174167.843750 Penalty: 3616.661377
	Iteration 3F: 3 clusters Score -174167.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -174395.562500 Penalty: 3616.661377
	Iteration 4F: 3 clusters Score -174395.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -174574.437500 Penalty: 3616.661377
	Iteration 5F: 3 clusters Score -174574.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -174703.968750 Penalty: 3616.661377
	Iteration 6Q: 3 clusters Score -174704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -174759.484375 Penalty: 3616.661377
	Iteration 7Q: 3 clusters Score -174759.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -174782.875000 Penalty: 3616.661377
	Iteration 8Q: 3 clusters Score -174782.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -174815.765625 Penalty: 3616.661377
	Iteration 9Q: 3 clusters Score -174815.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -174842.937500 Penalty: 3616.661377
	Iteration 10Q: 3 clusters Score -174842.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -174873.406250 Penalty: 3616.661377
	Iteration 11Q: 3 clusters Score -174873.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -174893.171875 Penalty: 3616.661377
	Iteration 12Q: 3 clusters Score -174893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -174917.109375 Penalty: 3616.661377
	Iteration 13Q: 3 clusters Score -174917.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -174945.343750 Penalty: 3616.661377
	Iteration 14Q: 3 clusters Score -174945.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -174958.203125 Penalty: 3616.661377
	Iteration 15Q: 3 clusters Score -174958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -174965.890625 Penalty: 3616.661377
	Iteration 16Q: 3 clusters Score -174965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -174971.703125 Penalty: 3616.661377
	Iteration 17Q: 3 clusters Score -174971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -174977.218750 Penalty: 3616.661377
	Iteration 18Q: 3 clusters Score -174977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -174989.640625 Penalty: 3616.661377
	Iteration 19Q: 3 clusters Score -174989.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -174994.421875 Penalty: 3616.661377
	Iteration 20F: 3 clusters Score -174994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -174996.125000 Penalty: 3616.661377
	Iteration 21Q: 3 clusters Score -174996.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -174996.125000 Penalty: 3616.661377
	Iteration 22F: 3 clusters Score -174996.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Entering Unmasked Estep 
Score: -638547.000000 Penalty: 2132.495605
	Iteration 0F: 2 clusters Score -638547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -633746.125000 Penalty: 4264.991211
	Iteration 0F: 3 clusters Score -633746.1 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -634919.437500 Penalty: 4264.991211
	Iteration 1F: 3 clusters Score -634919.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -635135.000000 Penalty: 4264.991211
	Iteration 2F: 3 clusters Score -635135 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -635265.187500 Penalty: 4264.991211
	Iteration 3Q: 3 clusters Score -635265.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -635356.375000 Penalty: 4264.991211
	Iteration 4Q: 3 clusters Score -635356.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -635428.750000 Penalty: 4264.991211
	Iteration 5Q: 3 clusters Score -635428.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -635501.250000 Penalty: 4264.991211
	Iteration 6Q: 3 clusters Score -635501.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -635584.625000 Penalty: 4264.991211
	Iteration 7Q: 3 clusters Score -635584.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -635665.937500 Penalty: 4264.991211
	Iteration 8Q: 3 clusters Score -635665.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -635748.250000 Penalty: 4264.991211
	Iteration 9Q: 3 clusters Score -635748.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -635829.500000 Penalty: 4264.991211
	Iteration 10Q: 3 clusters Score -635829.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -635900.750000 Penalty: 4264.991211
	Iteration 11Q: 3 clusters Score -635900.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -635969.812500 Penalty: 4264.991211
	Iteration 12Q: 3 clusters Score -635969.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -636033.875000 Penalty: 4264.991211
	Iteration 13Q: 3 clusters Score -636033.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -636103.312500 Penalty: 4264.991211
	Iteration 14Q: 3 clusters Score -636103.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -636164.812500 Penalty: 4264.991211
	Iteration 15Q: 3 clusters Score -636164.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -636225.687500 Penalty: 4264.991211
	Iteration 16Q: 3 clusters Score -636225.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -636278.500000 Penalty: 4264.991211
	Iteration 17Q: 3 clusters Score -636278.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -636322.187500 Penalty: 4264.991211
	Iteration 18Q: 3 clusters Score -636322.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -636361.375000 Penalty: 4264.991211
	Iteration 19Q: 3 clusters Score -636361.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -636393.125000 Penalty: 4264.991211
	Iteration 20F: 3 clusters Score -636393.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -636428.062500 Penalty: 4264.991211
	Iteration 21Q: 3 clusters Score -636428.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -636466.562500 Penalty: 4264.991211
	Iteration 22Q: 3 clusters Score -636466.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -636515.375000 Penalty: 4264.991211
	Iteration 23Q: 3 clusters Score -636515.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -636553.500000 Penalty: 4264.991211
	Iteration 24Q: 3 clusters Score -636553.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -636576.750000 Penalty: 4264.991211
	Iteration 25Q: 3 clusters Score -636576.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -636596.750000 Penalty: 4264.991211
	Iteration 26Q: 3 clusters Score -636596.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -636614.125000 Penalty: 4264.991211
	Iteration 27Q: 3 clusters Score -636614.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -636630.437500 Penalty: 4264.991211
	Iteration 28Q: 3 clusters Score -636630.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -636640.812500 Penalty: 4264.991211
	Iteration 29Q: 3 clusters Score -636640.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -636649.625000 Penalty: 4264.991211
	Iteration 30Q: 3 clusters Score -636649.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -636652.875000 Penalty: 4264.991211
	Iteration 31Q: 3 clusters Score -636652.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -636657.812500 Penalty: 4264.991211
	Iteration 32Q: 3 clusters Score -636657.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -636662.375000 Penalty: 4264.991211
	Iteration 33Q: 3 clusters Score -636662.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -636665.750000 Penalty: 4264.991211
	Iteration 34Q: 3 clusters Score -636665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -636669.687500 Penalty: 4264.991211
	Iteration 35Q: 3 clusters Score -636669.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -636670.375000 Penalty: 4264.991211
	Iteration 36Q: 3 clusters Score -636670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -636671.187500 Penalty: 4264.991211
	Iteration 37Q: 3 clusters Score -636671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -636671.562500 Penalty: 4264.991211
	Iteration 38Q: 3 clusters Score -636671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -636671.562500 Penalty: 4264.991211
	Iteration 39F: 3 clusters Score -636671.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -92729.445312 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -92729.45 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 368 members 
Entering Unmasked Estep 
Score: -90995.648438 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -90995.65 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91193.132812 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -91193.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91251.960938 Penalty: 3303.009766
	Iteration 2Q: 3 clusters Score -91251.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91292.203125 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -91292.2 nChanged 14
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: -91312.132812 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -91312.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91324.867188 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -91324.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91331.421875 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -91331.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91337.226562 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -91337.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91339.976562 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -91339.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91345.648438 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -91345.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91346.351562 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -91346.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91347.773438 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -91347.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91347.773438 Penalty: 3303.009766
	Iteration 12F: 3 clusters Score -91347.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Entering Unmasked Estep 
Score: -1014434.625000 Penalty: 2252.405518
	Iteration 0F: 2 clusters Score -1014435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1007463.000000 Penalty: 4504.811035
	Iteration 0F: 3 clusters Score -1007463 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1009645.375000 Penalty: 4504.811035
	Iteration 1F: 3 clusters Score -1009645 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1010429.500000 Penalty: 4504.811035
	Iteration 2F: 3 clusters Score -1010430 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1011296.625000 Penalty: 4504.811035
	Iteration 3F: 3 clusters Score -1011297 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1012059.812500 Penalty: 4504.811035
	Iteration 4F: 3 clusters Score -1012060 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1012614.375000 Penalty: 4504.811035
	Iteration 5F: 3 clusters Score -1012614 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1013020.000000 Penalty: 4504.811035
	Iteration 6F: 3 clusters Score -1013020 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1013352.187500 Penalty: 4504.811035
	Iteration 7Q: 3 clusters Score -1013352 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1013536.250000 Penalty: 4504.811035
	Iteration 8Q: 3 clusters Score -1013536 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1013624.687500 Penalty: 4504.811035
	Iteration 9Q: 3 clusters Score -1013625 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1013669.812500 Penalty: 4504.811035
	Iteration 10Q: 3 clusters Score -1013670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1013700.812500 Penalty: 4504.811035
	Iteration 11Q: 3 clusters Score -1013701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1013725.062500 Penalty: 4504.811035
	Iteration 12Q: 3 clusters Score -1013725 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1013747.625000 Penalty: 4504.811035
	Iteration 13Q: 3 clusters Score -1013748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1013767.937500 Penalty: 4504.811035
	Iteration 14Q: 3 clusters Score -1013768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1013783.875000 Penalty: 4504.811035
	Iteration 15Q: 3 clusters Score -1013784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1013797.625000 Penalty: 4504.811035
	Iteration 16Q: 3 clusters Score -1013798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1013804.750000 Penalty: 4504.811035
	Iteration 17Q: 3 clusters Score -1013805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1013815.687500 Penalty: 4504.811035
	Iteration 18Q: 3 clusters Score -1013816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1013825.500000 Penalty: 4504.811035
	Iteration 19Q: 3 clusters Score -1013826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1013829.875000 Penalty: 4504.811035
	Iteration 20F: 3 clusters Score -1013830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1013838.812500 Penalty: 4504.811035
	Iteration 21Q: 3 clusters Score -1013839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1013853.875000 Penalty: 4504.811035
	Iteration 22Q: 3 clusters Score -1013854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1013863.437500 Penalty: 4504.811035
	Iteration 23Q: 3 clusters Score -1013863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1013866.500000 Penalty: 4504.811035
	Iteration 24Q: 3 clusters Score -1013866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1013873.125000 Penalty: 4504.811035
	Iteration 25Q: 3 clusters Score -1013873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1013883.000000 Penalty: 4504.811035
	Iteration 26Q: 3 clusters Score -1013883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1013892.312500 Penalty: 4504.811035
	Iteration 27Q: 3 clusters Score -1013892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1013901.062500 Penalty: 4504.811035
	Iteration 28Q: 3 clusters Score -1013901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1013907.312500 Penalty: 4504.811035
	Iteration 29Q: 3 clusters Score -1013907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1013912.625000 Penalty: 4504.811035
	Iteration 30Q: 3 clusters Score -1013913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1013913.312500 Penalty: 4504.811035
	Iteration 31Q: 3 clusters Score -1013913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1013918.812500 Penalty: 4504.811035
	Iteration 32Q: 3 clusters Score -1013919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1013923.562500 Penalty: 4504.811035
	Iteration 33Q: 3 clusters Score -1013924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1013923.437500 Penalty: 4504.811035
	Iteration 34Q: 3 clusters Score -1013923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1013926.687500 Penalty: 4504.811035
	Iteration 35Q: 3 clusters Score -1013927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1013928.812500 Penalty: 4504.811035
	Iteration 36Q: 3 clusters Score -1013929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1013932.562500 Penalty: 4504.811035
	Iteration 37Q: 3 clusters Score -1013933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1013935.562500 Penalty: 4504.811035
	Iteration 38Q: 3 clusters Score -1013936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1013937.687500 Penalty: 4504.811035
	Iteration 39Q: 3 clusters Score -1013938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1013935.937500 Penalty: 4504.811035
	Iteration 40F: 3 clusters Score -1013936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1013937.187500 Penalty: 4504.811035
	Iteration 41Q: 3 clusters Score -1013937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1013939.250000 Penalty: 4504.811035
	Iteration 42Q: 3 clusters Score -1013939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1013939.437500 Penalty: 4504.811035
	Iteration 43Q: 3 clusters Score -1013939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1013941.937500 Penalty: 4504.811035
	Iteration 44Q: 3 clusters Score -1013942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1013942.875000 Penalty: 4504.811035
	Iteration 45Q: 3 clusters Score -1013943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1013943.062500 Penalty: 4504.811035
	Iteration 46Q: 3 clusters Score -1013943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1013943.062500 Penalty: 4504.811035
	Iteration 47F: 3 clusters Score -1013943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Entering Unmasked Estep 
Score: -1200072.625000 Penalty: 2285.573975
	Iteration 0F: 2 clusters Score -1200073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1192433.250000 Penalty: 4571.147949
	Iteration 0F: 3 clusters Score -1192433 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1194850.250000 Penalty: 4571.147949
	Iteration 1F: 3 clusters Score -1194850 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1195366.625000 Penalty: 4571.147949
	Iteration 2F: 3 clusters Score -1195367 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1195830.750000 Penalty: 4571.147949
	Iteration 3F: 3 clusters Score -1195831 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1196179.750000 Penalty: 4571.147949
	Iteration 4F: 3 clusters Score -1196180 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1196464.125000 Penalty: 4571.147949
	Iteration 5F: 3 clusters Score -1196464 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1196705.000000 Penalty: 4571.147949
	Iteration 6Q: 3 clusters Score -1196705 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1196908.375000 Penalty: 4571.147949
	Iteration 7Q: 3 clusters Score -1196908 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1197114.250000 Penalty: 4571.147949
	Iteration 8Q: 3 clusters Score -1197114 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1197299.000000 Penalty: 4571.147949
	Iteration 9Q: 3 clusters Score -1197299 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1197457.000000 Penalty: 4571.147949
	Iteration 10Q: 3 clusters Score -1197457 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1197600.875000 Penalty: 4571.147949
	Iteration 11Q: 3 clusters Score -1197601 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1197727.000000 Penalty: 4571.147949
	Iteration 12Q: 3 clusters Score -1197727 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1197850.625000 Penalty: 4571.147949
	Iteration 13Q: 3 clusters Score -1197851 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1197961.375000 Penalty: 4571.147949
	Iteration 14Q: 3 clusters Score -1197961 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1198037.500000 Penalty: 4571.147949
	Iteration 15Q: 3 clusters Score -1198038 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1198093.125000 Penalty: 4571.147949
	Iteration 16Q: 3 clusters Score -1198093 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1198132.500000 Penalty: 4571.147949
	Iteration 17Q: 3 clusters Score -1198132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1198161.750000 Penalty: 4571.147949
	Iteration 18Q: 3 clusters Score -1198162 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1198187.625000 Penalty: 4571.147949
	Iteration 19Q: 3 clusters Score -1198188 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1198214.625000 Penalty: 4571.147949
	Iteration 20F: 3 clusters Score -1198215 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1198232.125000 Penalty: 4571.147949
	Iteration 21Q: 3 clusters Score -1198232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1198249.375000 Penalty: 4571.147949
	Iteration 22Q: 3 clusters Score -1198249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1198256.500000 Penalty: 4571.147949
	Iteration 23Q: 3 clusters Score -1198256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1198269.250000 Penalty: 4571.147949
	Iteration 24Q: 3 clusters Score -1198269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1198278.625000 Penalty: 4571.147949
	Iteration 25Q: 3 clusters Score -1198279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1198285.750000 Penalty: 4571.147949
	Iteration 26Q: 3 clusters Score -1198286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1198295.250000 Penalty: 4571.147949
	Iteration 27Q: 3 clusters Score -1198295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1198300.000000 Penalty: 4571.147949
	Iteration 28Q: 3 clusters Score -1198300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1198303.250000 Penalty: 4571.147949
	Iteration 29Q: 3 clusters Score -1198303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1198309.000000 Penalty: 4571.147949
	Iteration 30Q: 3 clusters Score -1198309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1198314.750000 Penalty: 4571.147949
	Iteration 31Q: 3 clusters Score -1198315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1198323.375000 Penalty: 4571.147949
	Iteration 32Q: 3 clusters Score -1198323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1198330.000000 Penalty: 4571.147949
	Iteration 33Q: 3 clusters Score -1198330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1198341.125000 Penalty: 4571.147949
	Iteration 34Q: 3 clusters Score -1198341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1198348.875000 Penalty: 4571.147949
	Iteration 35Q: 3 clusters Score -1198349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1198358.125000 Penalty: 4571.147949
	Iteration 36Q: 3 clusters Score -1198358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1198374.875000 Penalty: 4571.147949
	Iteration 37Q: 3 clusters Score -1198375 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1198385.625000 Penalty: 4571.147949
	Iteration 38Q: 3 clusters Score -1198386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1198395.125000 Penalty: 4571.147949
	Iteration 39Q: 3 clusters Score -1198395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1198409.750000 Penalty: 4571.147949
	Iteration 40F: 3 clusters Score -1198410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1198423.000000 Penalty: 4571.147949
	Iteration 41Q: 3 clusters Score -1198423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1198437.250000 Penalty: 4571.147949
	Iteration 42Q: 3 clusters Score -1198437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1198454.750000 Penalty: 4571.147949
	Iteration 43Q: 3 clusters Score -1198455 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1198461.875000 Penalty: 4571.147949
	Iteration 44Q: 3 clusters Score -1198462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1198469.500000 Penalty: 4571.147949
	Iteration 45Q: 3 clusters Score -1198470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1198481.250000 Penalty: 4571.147949
	Iteration 46Q: 3 clusters Score -1198481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1198487.375000 Penalty: 4571.147949
	Iteration 47Q: 3 clusters Score -1198487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1198499.500000 Penalty: 4571.147949
	Iteration 48Q: 3 clusters Score -1198500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1198509.250000 Penalty: 4571.147949
	Iteration 49Q: 3 clusters Score -1198509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1198521.625000 Penalty: 4571.147949
	Iteration 50Q: 3 clusters Score -1198522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1198531.750000 Penalty: 4571.147949
	Iteration 51Q: 3 clusters Score -1198532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1198541.875000 Penalty: 4571.147949
	Iteration 52Q: 3 clusters Score -1198542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1198553.125000 Penalty: 4571.147949
	Iteration 53Q: 3 clusters Score -1198553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1198561.750000 Penalty: 4571.147949
	Iteration 54Q: 3 clusters Score -1198562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1198565.875000 Penalty: 4571.147949
	Iteration 55Q: 3 clusters Score -1198566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1198570.375000 Penalty: 4571.147949
	Iteration 56Q: 3 clusters Score -1198570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1198576.750000 Penalty: 4571.147949
	Iteration 57Q: 3 clusters Score -1198577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1198581.750000 Penalty: 4571.147949
	Iteration 58Q: 3 clusters Score -1198582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1198587.750000 Penalty: 4571.147949
	Iteration 59Q: 3 clusters Score -1198588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1198590.500000 Penalty: 4571.147949
	Iteration 60F: 3 clusters Score -1198590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1198600.375000 Penalty: 4571.147949
	Iteration 61Q: 3 clusters Score -1198600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1198600.875000 Penalty: 4571.147949
	Iteration 62Q: 3 clusters Score -1198601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1198607.000000 Penalty: 4571.147949
	Iteration 63Q: 3 clusters Score -1198607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1198611.375000 Penalty: 4571.147949
	Iteration 64Q: 3 clusters Score -1198611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1198619.750000 Penalty: 4571.147949
	Iteration 65Q: 3 clusters Score -1198620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1198622.250000 Penalty: 4571.147949
	Iteration 66Q: 3 clusters Score -1198622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1198630.500000 Penalty: 4571.147949
	Iteration 67Q: 3 clusters Score -1198630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1198635.125000 Penalty: 4571.147949
	Iteration 68Q: 3 clusters Score -1198635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1198639.000000 Penalty: 4571.147949
	Iteration 69Q: 3 clusters Score -1198639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1198655.375000 Penalty: 4571.147949
	Iteration 70Q: 3 clusters Score -1198655 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1198668.500000 Penalty: 4571.147949
	Iteration 71Q: 3 clusters Score -1198668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1198680.625000 Penalty: 4571.147949
	Iteration 72Q: 3 clusters Score -1198681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1198688.750000 Penalty: 4571.147949
	Iteration 73Q: 3 clusters Score -1198689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1198704.500000 Penalty: 4571.147949
	Iteration 74Q: 3 clusters Score -1198704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1198724.125000 Penalty: 4571.147949
	Iteration 75Q: 3 clusters Score -1198724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1198734.500000 Penalty: 4571.147949
	Iteration 76Q: 3 clusters Score -1198734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1198754.000000 Penalty: 4571.147949
	Iteration 77Q: 3 clusters Score -1198754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1198765.125000 Penalty: 4571.147949
	Iteration 78Q: 3 clusters Score -1198765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1198772.250000 Penalty: 4571.147949
	Iteration 79Q: 3 clusters Score -1198772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1198779.125000 Penalty: 4571.147949
	Iteration 80F: 3 clusters Score -1198779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1198790.625000 Penalty: 4571.147949
	Iteration 81Q: 3 clusters Score -1198791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1198801.125000 Penalty: 4571.147949
	Iteration 82Q: 3 clusters Score -1198801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1198811.000000 Penalty: 4571.147949
	Iteration 83Q: 3 clusters Score -1198811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1198819.625000 Penalty: 4571.147949
	Iteration 84Q: 3 clusters Score -1198820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1198823.375000 Penalty: 4571.147949
	Iteration 85Q: 3 clusters Score -1198823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1198831.375000 Penalty: 4571.147949
	Iteration 86Q: 3 clusters Score -1198831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1198838.375000 Penalty: 4571.147949
	Iteration 87Q: 3 clusters Score -1198838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1198839.750000 Penalty: 4571.147949
	Iteration 88Q: 3 clusters Score -1198840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1198844.875000 Penalty: 4571.147949
	Iteration 89Q: 3 clusters Score -1198845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1198848.250000 Penalty: 4571.147949
	Iteration 90Q: 3 clusters Score -1198848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1198851.875000 Penalty: 4571.147949
	Iteration 91Q: 3 clusters Score -1198852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1198854.375000 Penalty: 4571.147949
	Iteration 92Q: 3 clusters Score -1198854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1198857.125000 Penalty: 4571.147949
	Iteration 93Q: 3 clusters Score -1198857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1198857.750000 Penalty: 4571.147949
	Iteration 94Q: 3 clusters Score -1198858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1198865.375000 Penalty: 4571.147949
	Iteration 95Q: 3 clusters Score -1198865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1198869.000000 Penalty: 4571.147949
	Iteration 96Q: 3 clusters Score -1198869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1198871.875000 Penalty: 4571.147949
	Iteration 97Q: 3 clusters Score -1198872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1198872.125000 Penalty: 4571.147949
	Iteration 98Q: 3 clusters Score -1198872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1198873.000000 Penalty: 4571.147949
	Iteration 99Q: 3 clusters Score -1198873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1198872.250000 Penalty: 4571.147949
	Iteration 100F: 3 clusters Score -1198872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1198872.500000 Penalty: 4571.147949
	Iteration 101Q: 3 clusters Score -1198872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1198872.125000 Penalty: 4571.147949
	Iteration 102Q: 3 clusters Score -1198872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1198875.125000 Penalty: 4571.147949
	Iteration 103Q: 3 clusters Score -1198875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1198875.125000 Penalty: 4571.147949
	Iteration 104F: 3 clusters Score -1198875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Entering Unmasked Estep 
Score: -1802432.625000 Penalty: 2385.792236
	Iteration 0F: 2 clusters Score -1802433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1791440.750000 Penalty: 4771.584473
	Iteration 0F: 3 clusters Score -1791441 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1795102.250000 Penalty: 4771.584473
	Iteration 1F: 3 clusters Score -1795102 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1795695.375000 Penalty: 4771.584473
	Iteration 2F: 3 clusters Score -1795695 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1796233.875000 Penalty: 4771.584473
	Iteration 3F: 3 clusters Score -1796234 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1796856.750000 Penalty: 4771.584473
	Iteration 4F: 3 clusters Score -1796857 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1797766.500000 Penalty: 4771.584473
	Iteration 5F: 3 clusters Score -1797766 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1798824.375000 Penalty: 4771.584473
	Iteration 6F: 3 clusters Score -1798824 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1799780.125000 Penalty: 4771.584473
	Iteration 7F: 3 clusters Score -1799780 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1800466.000000 Penalty: 4771.584473
	Iteration 8F: 3 clusters Score -1800466 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1800908.125000 Penalty: 4771.584473
	Iteration 9Q: 3 clusters Score -1800908 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1801194.375000 Penalty: 4771.584473
	Iteration 10Q: 3 clusters Score -1801194 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1801398.750000 Penalty: 4771.584473
	Iteration 11Q: 3 clusters Score -1801399 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1801554.250000 Penalty: 4771.584473
	Iteration 12Q: 3 clusters Score -1801554 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1801675.750000 Penalty: 4771.584473
	Iteration 13Q: 3 clusters Score -1801676 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1801754.250000 Penalty: 4771.584473
	Iteration 14Q: 3 clusters Score -1801754 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1801816.250000 Penalty: 4771.584473
	Iteration 15Q: 3 clusters Score -1801816 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1801862.750000 Penalty: 4771.584473
	Iteration 16Q: 3 clusters Score -1801863 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1801906.375000 Penalty: 4771.584473
	Iteration 17Q: 3 clusters Score -1801906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1801933.375000 Penalty: 4771.584473
	Iteration 18Q: 3 clusters Score -1801933 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1801959.125000 Penalty: 4771.584473
	Iteration 19Q: 3 clusters Score -1801959 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1801977.250000 Penalty: 4771.584473
	Iteration 20F: 3 clusters Score -1801977 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1801994.250000 Penalty: 4771.584473
	Iteration 21Q: 3 clusters Score -1801994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1802008.000000 Penalty: 4771.584473
	Iteration 22Q: 3 clusters Score -1802008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1802023.000000 Penalty: 4771.584473
	Iteration 23Q: 3 clusters Score -1802023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1802024.625000 Penalty: 4771.584473
	Iteration 24Q: 3 clusters Score -1802025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1802035.500000 Penalty: 4771.584473
	Iteration 25Q: 3 clusters Score -1802036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1802049.000000 Penalty: 4771.584473
	Iteration 26Q: 3 clusters Score -1802049 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1802057.500000 Penalty: 4771.584473
	Iteration 27Q: 3 clusters Score -1802058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1802075.875000 Penalty: 4771.584473
	Iteration 28Q: 3 clusters Score -1802076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1802092.625000 Penalty: 4771.584473
	Iteration 29Q: 3 clusters Score -1802093 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1802116.500000 Penalty: 4771.584473
	Iteration 30Q: 3 clusters Score -1802116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1802141.750000 Penalty: 4771.584473
	Iteration 31Q: 3 clusters Score -1802142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1802183.125000 Penalty: 4771.584473
	Iteration 32Q: 3 clusters Score -1802183 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1802241.875000 Penalty: 4771.584473
	Iteration 33Q: 3 clusters Score -1802242 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1802321.750000 Penalty: 4771.584473
	Iteration 34Q: 3 clusters Score -1802322 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1802418.500000 Penalty: 4771.584473
	Iteration 35Q: 3 clusters Score -1802418 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1802525.250000 Penalty: 4771.584473
	Iteration 36Q: 3 clusters Score -1802525 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1802601.500000 Penalty: 4771.584473
	Iteration 37Q: 3 clusters Score -1802602 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1802646.875000 Penalty: 4771.584473
	Iteration 38Q: 3 clusters Score -1802647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1802683.750000 Penalty: 4771.584473
	Iteration 39Q: 3 clusters Score -1802684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1802703.625000 Penalty: 4771.584473
	Iteration 40F: 3 clusters Score -1802704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1802716.500000 Penalty: 4771.584473
	Iteration 41Q: 3 clusters Score -1802716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1802719.500000 Penalty: 4771.584473
	Iteration 42Q: 3 clusters Score -1802720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1802724.500000 Penalty: 4771.584473
	Iteration 43Q: 3 clusters Score -1802724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1802733.250000 Penalty: 4771.584473
	Iteration 44Q: 3 clusters Score -1802733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1802731.375000 Penalty: 4771.584473
	Iteration 45Q: 3 clusters Score -1802731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1802734.000000 Penalty: 4771.584473
	Iteration 46Q: 3 clusters Score -1802734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1802733.375000 Penalty: 4771.584473
	Iteration 47Q: 3 clusters Score -1802733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1802736.875000 Penalty: 4771.584473
	Iteration 48Q: 3 clusters Score -1802737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1802737.250000 Penalty: 4771.584473
	Iteration 49Q: 3 clusters Score -1802737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1802739.375000 Penalty: 4771.584473
	Iteration 50Q: 3 clusters Score -1802739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1802740.375000 Penalty: 4771.584473
	Iteration 51Q: 3 clusters Score -1802740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1802737.500000 Penalty: 4771.584473
	Iteration 52Q: 3 clusters Score -1802738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1802739.500000 Penalty: 4771.584473
	Iteration 53Q: 3 clusters Score -1802740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1802739.375000 Penalty: 4771.584473
	Iteration 54Q: 3 clusters Score -1802739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1802741.250000 Penalty: 4771.584473
	Iteration 55Q: 3 clusters Score -1802741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1802738.500000 Penalty: 4771.584473
	Iteration 56Q: 3 clusters Score -1802738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1802739.000000 Penalty: 4771.584473
	Iteration 57Q: 3 clusters Score -1802739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1802738.375000 Penalty: 4771.584473
	Iteration 58Q: 3 clusters Score -1802738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1802740.125000 Penalty: 4771.584473
	Iteration 59Q: 3 clusters Score -1802740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1802740.125000 Penalty: 4771.584473
	Iteration 60F: 3 clusters Score -1802740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 141559 members 
Mstep: Class 4 contains 102723 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 43358 members 
Mstep: Class 9 contains 32752 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 54792 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 44874 members 
Mstep: Class 15 contains 157152 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 275764 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 46387 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 2874 members 
Mstep: Class 32 contains 12191 members 
Entering Unmasked Estep 
Score: -157747040.000000 Penalty: 111509.140625
Splitting cluster 31 changes total score from -157748064.000000 to -157747040.000000
So it's not getting split.
--- Evaluating fit on full set of 3796781 points ---
Entering Unmasked Estep 
Score: -477504864.000000 Penalty: 116470.617188
20->32 Clusters: Score -477504864.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1265593 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 63194 members 
Mstep: Class 3 contains 63236 members 
Mstep: Class 4 contains 63266 members 
Mstep: Class 5 contains 63132 members 
Mstep: Class 6 contains 63254 members 
Mstep: Class 7 contains 63471 members 
Mstep: Class 8 contains 62946 members 
Mstep: Class 9 contains 63588 members 
Mstep: Class 10 contains 63328 members 
Mstep: Class 11 contains 63217 members 
Mstep: Class 12 contains 63361 members 
Mstep: Class 13 contains 63766 members 
Mstep: Class 14 contains 63302 members 
Mstep: Class 15 contains 63197 members 
Mstep: Class 16 contains 62579 members 
Mstep: Class 17 contains 63433 members 
Mstep: Class 18 contains 63216 members 
Mstep: Class 19 contains 63420 members 
Mstep: Class 20 contains 62966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 595.143372 but Gain 3484.656250
Score: -150707584.000000 Penalty: 66208.554688
Iteration 0F: 20 clusters Score -1.507076e+08 nChanged 1196474
Entering Unmasked Mstep 
Mstep: Class 0 contains 2453 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 137755 members 
Mstep: Class 3 contains 70602 members 
Mstep: Class 4 contains 77531 members 
Mstep: Class 5 contains 122126 members 
Mstep: Class 6 contains 125662 members 
Mstep: Class 7 contains 32581 members 
Mstep: Class 9 contains 12189 members 
Mstep: Class 10 contains 81729 members 
Mstep: Class 11 contains 36634 members 
Mstep: Class 12 contains 103078 members 
Mstep: Class 13 contains 88160 members 
Mstep: Class 14 contains 53659 members 
Mstep: Class 15 contains 17212 members 
Mstep: Class 16 contains 33144 members 
Mstep: Class 17 contains 26295 members 
Mstep: Class 18 contains 57339 members 
Mstep: Class 19 contains 46200 members 
Mstep: Class 20 contains 56278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154245056.000000 Penalty: 66208.554688
Iteration 1F: 20 clusters Score -1.542451e+08 nChanged 500013
Entering Unmasked Mstep 
Mstep: Class 0 contains 1599 members 
Mstep: Class 1 contains 76752 members 
Mstep: Class 2 contains 135616 members 
Mstep: Class 3 contains 66034 members 
Mstep: Class 4 contains 77063 members 
Mstep: Class 5 contains 89179 members 
Mstep: Class 6 contains 104397 members 
Mstep: Class 7 contains 23400 members 
Mstep: Class 9 contains 6421 members 
Mstep: Class 10 contains 76385 members 
Mstep: Class 11 contains 24145 members 
Mstep: Class 12 contains 156498 members 
Mstep: Class 13 contains 117171 members 
Mstep: Class 14 contains 40624 members 
Mstep: Class 15 contains 13469 members 
Mstep: Class 16 contains 44608 members 
Mstep: Class 17 contains 28679 members 
Mstep: Class 18 contains 60210 members 
Mstep: Class 19 contains 57047 members 
Mstep: Class 20 contains 66296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653568.000000 Penalty: 66208.554688
Iteration 2F: 20 clusters Score -1.556536e+08 nChanged 420086
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 114221 members 
Mstep: Class 3 contains 71885 members 
Mstep: Class 4 contains 66372 members 
Mstep: Class 5 contains 56829 members 
Mstep: Class 6 contains 74439 members 
Mstep: Class 7 contains 15325 members 
Mstep: Class 9 contains 3907 members 
Mstep: Class 10 contains 69602 members 
Mstep: Class 11 contains 14328 members 
Mstep: Class 12 contains 230392 members 
Mstep: Class 13 contains 129270 members 
Mstep: Class 14 contains 38253 members 
Mstep: Class 15 contains 7723 members 
Mstep: Class 16 contains 70408 members 
Mstep: Class 17 contains 38057 members 
Mstep: Class 18 contains 52830 members 
Mstep: Class 19 contains 54623 members 
Mstep: Class 20 contains 73514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156481632.000000 Penalty: 66208.554688
Iteration 3F: 20 clusters Score -1.564816e+08 nChanged 326607
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 111701 members 
Mstep: Class 2 contains 96799 members 
Mstep: Class 3 contains 73837 members 
Mstep: Class 4 contains 64715 members 
Mstep: Class 5 contains 37234 members 
Mstep: Class 6 contains 53053 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 9 contains 3208 members 
Mstep: Class 10 contains 54306 members 
Mstep: Class 11 contains 10775 members 
Mstep: Class 12 contains 299914 members 
Mstep: Class 13 contains 120343 members 
Mstep: Class 14 contains 30135 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 95102 members 
Mstep: Class 17 contains 46742 members 
Mstep: Class 18 contains 44471 members 
Mstep: Class 19 contains 38129 members 
Mstep: Class 20 contains 69664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156958832.000000 Penalty: 66208.554688
Iteration 4F: 20 clusters Score -1.569588e+08 nChanged 237718
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 142691 members 
Mstep: Class 2 contains 85001 members 
Mstep: Class 3 contains 74604 members 
Mstep: Class 4 contains 72866 members 
Mstep: Class 5 contains 25755 members 
Mstep: Class 6 contains 41286 members 
Mstep: Class 7 contains 8190 members 
Mstep: Class 9 contains 3872 members 
Mstep: Class 10 contains 43611 members 
Mstep: Class 11 contains 7773 members 
Mstep: Class 12 contains 343032 members 
Mstep: Class 13 contains 113540 members 
Mstep: Class 14 contains 18485 members 
Mstep: Class 15 contains 3155 members 
Mstep: Class 16 contains 105234 members 
Mstep: Class 17 contains 51216 members 
Mstep: Class 18 contains 36325 members 
Mstep: Class 19 contains 24942 members 
Mstep: Class 20 contains 63912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157189072.000000 Penalty: 66208.554688
Iteration 5F: 20 clusters Score -1.571891e+08 nChanged 159545
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 164133 members 
Mstep: Class 2 contains 80144 members 
Mstep: Class 3 contains 75460 members 
Mstep: Class 4 contains 79558 members 
Mstep: Class 5 contains 20319 members 
Mstep: Class 6 contains 34918 members 
Mstep: Class 7 contains 6645 members 
Mstep: Class 9 contains 4587 members 
Mstep: Class 10 contains 36839 members 
Mstep: Class 11 contains 6007 members 
Mstep: Class 12 contains 357700 members 
Mstep: Class 13 contains 115903 members 
Mstep: Class 14 contains 12289 members 
Mstep: Class 15 contains 2975 members 
Mstep: Class 16 contains 109021 members 
Mstep: Class 17 contains 52473 members 
Mstep: Class 18 contains 29584 members 
Mstep: Class 19 contains 17943 members 
Mstep: Class 20 contains 59020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157291328.000000 Penalty: 66208.554688
Iteration 6F: 20 clusters Score -1.572913e+08 nChanged 107453
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 175974 members 
Mstep: Class 2 contains 77068 members 
Mstep: Class 3 contains 74586 members 
Mstep: Class 4 contains 84239 members 
Mstep: Class 5 contains 17096 members 
Mstep: Class 6 contains 30619 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 9 contains 4919 members 
Mstep: Class 10 contains 32354 members 
Mstep: Class 11 contains 5246 members 
Mstep: Class 12 contains 364585 members 
Mstep: Class 13 contains 121247 members 
Mstep: Class 14 contains 10666 members 
Mstep: Class 15 contains 2994 members 
Mstep: Class 16 contains 110892 members 
Mstep: Class 17 contains 51738 members 
Mstep: Class 18 contains 25305 members 
Mstep: Class 19 contains 15043 members 
Mstep: Class 20 contains 54829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157347552.000000 Penalty: 66208.554688
Iteration 7F: 20 clusters Score -1.573476e+08 nChanged 76707
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 182728 members 
Mstep: Class 2 contains 74435 members 
Mstep: Class 3 contains 72820 members 
Mstep: Class 4 contains 87939 members 
Mstep: Class 5 contains 15029 members 
Mstep: Class 6 contains 27746 members 
Mstep: Class 7 contains 6152 members 
Mstep: Class 9 contains 4930 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 5213 members 
Mstep: Class 12 contains 368445 members 
Mstep: Class 13 contains 126629 members 
Mstep: Class 14 contains 10912 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 111992 members 
Mstep: Class 17 contains 49349 members 
Mstep: Class 18 contains 22593 members 
Mstep: Class 19 contains 14713 members 
Mstep: Class 20 contains 51560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157381552.000000 Penalty: 66208.554688
Iteration 8F: 20 clusters Score -1.573816e+08 nChanged 59237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186649 members 
Mstep: Class 2 contains 71336 members 
Mstep: Class 3 contains 70931 members 
Mstep: Class 4 contains 91411 members 
Mstep: Class 5 contains 13707 members 
Mstep: Class 6 contains 26449 members 
Mstep: Class 7 contains 6135 members 
Mstep: Class 9 contains 4807 members 
Mstep: Class 10 contains 27438 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 370263 members 
Mstep: Class 13 contains 131196 members 
Mstep: Class 14 contains 11909 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 112693 members 
Mstep: Class 17 contains 46350 members 
Mstep: Class 18 contains 20779 members 
Mstep: Class 19 contains 16186 members 
Mstep: Class 20 contains 48619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157409856.000000 Penalty: 66208.554688
Iteration 9Q: 20 clusters Score -1.574099e+08 nChanged 48725
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 188463 members 
Mstep: Class 2 contains 67961 members 
Mstep: Class 3 contains 70090 members 
Mstep: Class 4 contains 94956 members 
Mstep: Class 5 contains 12917 members 
Mstep: Class 6 contains 26655 members 
Mstep: Class 7 contains 5994 members 
Mstep: Class 9 contains 4739 members 
Mstep: Class 10 contains 26035 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 368872 members 
Mstep: Class 13 contains 135398 members 
Mstep: Class 14 contains 13125 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 113073 members 
Mstep: Class 17 contains 43140 members 
Mstep: Class 18 contains 19386 members 
Mstep: Class 19 contains 19146 members 
Mstep: Class 20 contains 45996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157433328.000000 Penalty: 66208.554688
Iteration 10Q: 20 clusters Score -1.574333e+08 nChanged 41499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 188853 members 
Mstep: Class 2 contains 64445 members 
Mstep: Class 3 contains 69578 members 
Mstep: Class 4 contains 98397 members 
Mstep: Class 5 contains 12464 members 
Mstep: Class 6 contains 27691 members 
Mstep: Class 7 contains 5750 members 
Mstep: Class 9 contains 4644 members 
Mstep: Class 10 contains 24976 members 
Mstep: Class 11 contains 7808 members 
Mstep: Class 12 contains 365382 members 
Mstep: Class 13 contains 139757 members 
Mstep: Class 14 contains 14398 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 113244 members 
Mstep: Class 17 contains 40160 members 
Mstep: Class 18 contains 18413 members 
Mstep: Class 19 contains 23033 members 
Mstep: Class 20 contains 43579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157454736.000000 Penalty: 66208.554688
Iteration 11Q: 20 clusters Score -1.574547e+08 nChanged 35931
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 188332 members 
Mstep: Class 2 contains 61008 members 
Mstep: Class 3 contains 69028 members 
Mstep: Class 4 contains 101727 members 
Mstep: Class 5 contains 12275 members 
Mstep: Class 6 contains 28945 members 
Mstep: Class 7 contains 5466 members 
Mstep: Class 9 contains 4537 members 
Mstep: Class 10 contains 24230 members 
Mstep: Class 11 contains 9266 members 
Mstep: Class 12 contains 360599 members 
Mstep: Class 13 contains 144576 members 
Mstep: Class 14 contains 15668 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 113254 members 
Mstep: Class 17 contains 37693 members 
Mstep: Class 18 contains 17690 members 
Mstep: Class 19 contains 27185 members 
Mstep: Class 20 contains 41092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157471024.000000 Penalty: 66208.554688
Iteration 12Q: 20 clusters Score -1.57471e+08 nChanged 31846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 187280 members 
Mstep: Class 2 contains 57863 members 
Mstep: Class 3 contains 68319 members 
Mstep: Class 4 contains 105233 members 
Mstep: Class 5 contains 12265 members 
Mstep: Class 6 contains 30163 members 
Mstep: Class 7 contains 5176 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 23742 members 
Mstep: Class 11 contains 10884 members 
Mstep: Class 12 contains 354844 members 
Mstep: Class 13 contains 149421 members 
Mstep: Class 14 contains 16865 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 113105 members 
Mstep: Class 17 contains 35687 members 
Mstep: Class 18 contains 17202 members 
Mstep: Class 19 contains 31387 members 
Mstep: Class 20 contains 38682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157486640.000000 Penalty: 66208.554688
Iteration 13Q: 20 clusters Score -1.574866e+08 nChanged 29689
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 185896 members 
Mstep: Class 2 contains 54946 members 
Mstep: Class 3 contains 67460 members 
Mstep: Class 4 contains 108849 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 31481 members 
Mstep: Class 7 contains 4884 members 
Mstep: Class 9 contains 4343 members 
Mstep: Class 10 contains 23589 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 348632 members 
Mstep: Class 13 contains 154073 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 112759 members 
Mstep: Class 17 contains 33909 members 
Mstep: Class 18 contains 16879 members 
Mstep: Class 19 contains 35545 members 
Mstep: Class 20 contains 36466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157500080.000000 Penalty: 66208.554688
Iteration 14Q: 20 clusters Score -1.575001e+08 nChanged 28133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 184340 members 
Mstep: Class 2 contains 52399 members 
Mstep: Class 3 contains 66502 members 
Mstep: Class 4 contains 112682 members 
Mstep: Class 5 contains 12551 members 
Mstep: Class 6 contains 32971 members 
Mstep: Class 7 contains 4609 members 
Mstep: Class 9 contains 4170 members 
Mstep: Class 10 contains 23730 members 
Mstep: Class 11 contains 14100 members 
Mstep: Class 12 contains 342160 members 
Mstep: Class 13 contains 158133 members 
Mstep: Class 14 contains 19023 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 112253 members 
Mstep: Class 17 contains 32272 members 
Mstep: Class 18 contains 16698 members 
Mstep: Class 19 contains 39494 members 
Mstep: Class 20 contains 34486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157512384.000000 Penalty: 66208.554688
Iteration 15Q: 20 clusters Score -1.575124e+08 nChanged 27225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 182850 members 
Mstep: Class 2 contains 50109 members 
Mstep: Class 3 contains 65467 members 
Mstep: Class 4 contains 116838 members 
Mstep: Class 5 contains 12784 members 
Mstep: Class 6 contains 34638 members 
Mstep: Class 7 contains 4345 members 
Mstep: Class 9 contains 3966 members 
Mstep: Class 10 contains 24244 members 
Mstep: Class 11 contains 15470 members 
Mstep: Class 12 contains 335366 members 
Mstep: Class 13 contains 161665 members 
Mstep: Class 14 contains 20040 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 111521 members 
Mstep: Class 17 contains 30608 members 
Mstep: Class 18 contains 16679 members 
Mstep: Class 19 contains 43242 members 
Mstep: Class 20 contains 32741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157522624.000000 Penalty: 66208.554688
Iteration 16Q: 20 clusters Score -1.575226e+08 nChanged 26737
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 181524 members 
Mstep: Class 2 contains 47987 members 
Mstep: Class 3 contains 64456 members 
Mstep: Class 4 contains 121630 members 
Mstep: Class 5 contains 13070 members 
Mstep: Class 6 contains 36304 members 
Mstep: Class 7 contains 4129 members 
Mstep: Class 9 contains 3742 members 
Mstep: Class 10 contains 25049 members 
Mstep: Class 11 contains 16756 members 
Mstep: Class 12 contains 328065 members 
Mstep: Class 13 contains 164534 members 
Mstep: Class 14 contains 20942 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 110630 members 
Mstep: Class 17 contains 29065 members 
Mstep: Class 18 contains 16877 members 
Mstep: Class 19 contains 46620 members 
Mstep: Class 20 contains 31193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157532416.000000 Penalty: 66208.554688
Iteration 17Q: 20 clusters Score -1.575324e+08 nChanged 25476
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 180501 members 
Mstep: Class 2 contains 45891 members 
Mstep: Class 3 contains 63458 members 
Mstep: Class 4 contains 127110 members 
Mstep: Class 5 contains 13431 members 
Mstep: Class 6 contains 37561 members 
Mstep: Class 7 contains 3962 members 
Mstep: Class 9 contains 3471 members 
Mstep: Class 10 contains 26076 members 
Mstep: Class 11 contains 17955 members 
Mstep: Class 12 contains 320127 members 
Mstep: Class 13 contains 166799 members 
Mstep: Class 14 contains 21917 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 109656 members 
Mstep: Class 17 contains 27866 members 
Mstep: Class 18 contains 17244 members 
Mstep: Class 19 contains 49637 members 
Mstep: Class 20 contains 29911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157542928.000000 Penalty: 66208.554688
Iteration 18Q: 20 clusters Score -1.575429e+08 nChanged 24221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 179773 members 
Mstep: Class 2 contains 43838 members 
Mstep: Class 3 contains 62561 members 
Mstep: Class 4 contains 133130 members 
Mstep: Class 5 contains 13890 members 
Mstep: Class 6 contains 38308 members 
Mstep: Class 7 contains 3826 members 
Mstep: Class 9 contains 3186 members 
Mstep: Class 10 contains 27146 members 
Mstep: Class 11 contains 19061 members 
Mstep: Class 12 contains 311955 members 
Mstep: Class 13 contains 168321 members 
Mstep: Class 14 contains 22910 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 108672 members 
Mstep: Class 17 contains 26978 members 
Mstep: Class 18 contains 17798 members 
Mstep: Class 19 contains 52377 members 
Mstep: Class 20 contains 28844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157554496.000000 Penalty: 66208.554688
Iteration 19Q: 20 clusters Score -1.575545e+08 nChanged 23254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 179250 members 
Mstep: Class 2 contains 41901 members 
Mstep: Class 3 contains 61780 members 
Mstep: Class 4 contains 139504 members 
Mstep: Class 5 contains 14465 members 
Mstep: Class 6 contains 38872 members 
Mstep: Class 7 contains 3713 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 28243 members 
Mstep: Class 11 contains 20059 members 
Mstep: Class 12 contains 303980 members 
Mstep: Class 13 contains 169097 members 
Mstep: Class 14 contains 23777 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 107673 members 
Mstep: Class 17 contains 26282 members 
Mstep: Class 18 contains 18219 members 
Mstep: Class 19 contains 54901 members 
Mstep: Class 20 contains 27949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157566032.000000 Penalty: 66208.554688
Iteration 20F: 20 clusters Score -1.57566e+08 nChanged 24075
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178875 members 
Mstep: Class 2 contains 40198 members 
Mstep: Class 3 contains 61081 members 
Mstep: Class 4 contains 146382 members 
Mstep: Class 5 contains 15088 members 
Mstep: Class 6 contains 39452 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 9 contains 2582 members 
Mstep: Class 10 contains 29308 members 
Mstep: Class 11 contains 21410 members 
Mstep: Class 12 contains 295668 members 
Mstep: Class 13 contains 168705 members 
Mstep: Class 14 contains 24629 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 106794 members 
Mstep: Class 17 contains 25355 members 
Mstep: Class 18 contains 18186 members 
Mstep: Class 19 contains 58035 members 
Mstep: Class 20 contains 27189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157576192.000000 Penalty: 66208.554688
Iteration 21Q: 20 clusters Score -1.575762e+08 nChanged 23533
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178781 members 
Mstep: Class 2 contains 38863 members 
Mstep: Class 3 contains 60535 members 
Mstep: Class 4 contains 153869 members 
Mstep: Class 5 contains 15925 members 
Mstep: Class 6 contains 39882 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 9 contains 2330 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 22715 members 
Mstep: Class 12 contains 286992 members 
Mstep: Class 13 contains 167618 members 
Mstep: Class 14 contains 25334 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 106006 members 
Mstep: Class 17 contains 24668 members 
Mstep: Class 18 contains 18237 members 
Mstep: Class 19 contains 60444 members 
Mstep: Class 20 contains 26530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157582368.000000 Penalty: 66208.554688
Iteration 22Q: 20 clusters Score -1.575824e+08 nChanged 22887
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178816 members 
Mstep: Class 2 contains 37818 members 
Mstep: Class 3 contains 60071 members 
Mstep: Class 4 contains 162421 members 
Mstep: Class 5 contains 16926 members 
Mstep: Class 6 contains 40292 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 9 contains 2175 members 
Mstep: Class 10 contains 31088 members 
Mstep: Class 11 contains 24190 members 
Mstep: Class 12 contains 276716 members 
Mstep: Class 13 contains 166537 members 
Mstep: Class 14 contains 25889 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 105279 members 
Mstep: Class 17 contains 24191 members 
Mstep: Class 18 contains 18257 members 
Mstep: Class 19 contains 62379 members 
Mstep: Class 20 contains 26000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157589008.000000 Penalty: 66208.554688
Iteration 23Q: 20 clusters Score -1.57589e+08 nChanged 22983
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178849 members 
Mstep: Class 2 contains 37066 members 
Mstep: Class 3 contains 59681 members 
Mstep: Class 4 contains 171815 members 
Mstep: Class 5 contains 18136 members 
Mstep: Class 6 contains 40583 members 
Mstep: Class 7 contains 3489 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 31815 members 
Mstep: Class 11 contains 25784 members 
Mstep: Class 12 contains 265825 members 
Mstep: Class 13 contains 164880 members 
Mstep: Class 14 contains 26365 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 104631 members 
Mstep: Class 17 contains 23875 members 
Mstep: Class 18 contains 18202 members 
Mstep: Class 19 contains 63999 members 
Mstep: Class 20 contains 25495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157596480.000000 Penalty: 66208.554688
Iteration 24Q: 20 clusters Score -1.575965e+08 nChanged 23541
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178782 members 
Mstep: Class 2 contains 36497 members 
Mstep: Class 3 contains 59265 members 
Mstep: Class 4 contains 181984 members 
Mstep: Class 5 contains 19525 members 
Mstep: Class 6 contains 40817 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 32433 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 254397 members 
Mstep: Class 13 contains 162749 members 
Mstep: Class 14 contains 26809 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 104078 members 
Mstep: Class 17 contains 23672 members 
Mstep: Class 18 contains 18115 members 
Mstep: Class 19 contains 65428 members 
Mstep: Class 20 contains 25105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157602608.000000 Penalty: 66208.554688
Iteration 25Q: 20 clusters Score -1.576026e+08 nChanged 24219
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178783 members 
Mstep: Class 2 contains 36071 members 
Mstep: Class 3 contains 58894 members 
Mstep: Class 4 contains 192865 members 
Mstep: Class 5 contains 21039 members 
Mstep: Class 6 contains 41038 members 
Mstep: Class 7 contains 3409 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 32970 members 
Mstep: Class 11 contains 29192 members 
Mstep: Class 12 contains 242459 members 
Mstep: Class 13 contains 160205 members 
Mstep: Class 14 contains 27137 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 103589 members 
Mstep: Class 17 contains 23508 members 
Mstep: Class 18 contains 18023 members 
Mstep: Class 19 contains 66608 members 
Mstep: Class 20 contains 24823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157611072.000000 Penalty: 66208.554688
Iteration 26Q: 20 clusters Score -1.576111e+08 nChanged 24015
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178738 members 
Mstep: Class 2 contains 35727 members 
Mstep: Class 3 contains 58531 members 
Mstep: Class 4 contains 203771 members 
Mstep: Class 5 contains 22642 members 
Mstep: Class 6 contains 41103 members 
Mstep: Class 7 contains 3374 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 33407 members 
Mstep: Class 11 contains 30907 members 
Mstep: Class 12 contains 231098 members 
Mstep: Class 13 contains 157186 members 
Mstep: Class 14 contains 27434 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 103180 members 
Mstep: Class 17 contains 23408 members 
Mstep: Class 18 contains 17925 members 
Mstep: Class 19 contains 67586 members 
Mstep: Class 20 contains 24602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157621072.000000 Penalty: 66208.554688
Iteration 27Q: 20 clusters Score -1.576211e+08 nChanged 23713
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178529 members 
Mstep: Class 2 contains 35454 members 
Mstep: Class 3 contains 58178 members 
Mstep: Class 4 contains 214341 members 
Mstep: Class 5 contains 24359 members 
Mstep: Class 6 contains 41209 members 
Mstep: Class 7 contains 3345 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 33779 members 
Mstep: Class 11 contains 32518 members 
Mstep: Class 12 contains 220722 members 
Mstep: Class 13 contains 153684 members 
Mstep: Class 14 contains 27740 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 102814 members 
Mstep: Class 17 contains 23333 members 
Mstep: Class 18 contains 17813 members 
Mstep: Class 19 contains 68399 members 
Mstep: Class 20 contains 24404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157629328.000000 Penalty: 66208.554688
Iteration 28Q: 20 clusters Score -1.576293e+08 nChanged 23321
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178341 members 
Mstep: Class 2 contains 35192 members 
Mstep: Class 3 contains 57909 members 
Mstep: Class 4 contains 224442 members 
Mstep: Class 5 contains 26145 members 
Mstep: Class 6 contains 41301 members 
Mstep: Class 7 contains 3315 members 
Mstep: Class 9 contains 1954 members 
Mstep: Class 10 contains 34105 members 
Mstep: Class 11 contains 33959 members 
Mstep: Class 12 contains 211084 members 
Mstep: Class 13 contains 150144 members 
Mstep: Class 14 contains 28037 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 102499 members 
Mstep: Class 17 contains 23289 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 68960 members 
Mstep: Class 20 contains 24224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157635760.000000 Penalty: 66208.554688
Iteration 29Q: 20 clusters Score -1.576358e+08 nChanged 23221
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178178 members 
Mstep: Class 2 contains 34954 members 
Mstep: Class 3 contains 57633 members 
Mstep: Class 4 contains 233963 members 
Mstep: Class 5 contains 27924 members 
Mstep: Class 6 contains 41418 members 
Mstep: Class 7 contains 3279 members 
Mstep: Class 9 contains 1970 members 
Mstep: Class 10 contains 34430 members 
Mstep: Class 11 contains 35154 members 
Mstep: Class 12 contains 202090 members 
Mstep: Class 13 contains 146798 members 
Mstep: Class 14 contains 28304 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 102207 members 
Mstep: Class 17 contains 23250 members 
Mstep: Class 18 contains 17519 members 
Mstep: Class 19 contains 69394 members 
Mstep: Class 20 contains 24109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157640704.000000 Penalty: 66208.554688
Iteration 30Q: 20 clusters Score -1.576407e+08 nChanged 22448
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178102 members 
Mstep: Class 2 contains 34776 members 
Mstep: Class 3 contains 57382 members 
Mstep: Class 4 contains 243114 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 41565 members 
Mstep: Class 7 contains 3244 members 
Mstep: Class 9 contains 1982 members 
Mstep: Class 10 contains 34696 members 
Mstep: Class 11 contains 36081 members 
Mstep: Class 12 contains 193318 members 
Mstep: Class 13 contains 143764 members 
Mstep: Class 14 contains 28604 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 101953 members 
Mstep: Class 17 contains 23212 members 
Mstep: Class 18 contains 17344 members 
Mstep: Class 19 contains 69690 members 
Mstep: Class 20 contains 24040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157646320.000000 Penalty: 66208.554688
Iteration 31Q: 20 clusters Score -1.576463e+08 nChanged 20784
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178163 members 
Mstep: Class 2 contains 34615 members 
Mstep: Class 3 contains 57116 members 
Mstep: Class 4 contains 251672 members 
Mstep: Class 5 contains 31332 members 
Mstep: Class 6 contains 41654 members 
Mstep: Class 7 contains 3222 members 
Mstep: Class 9 contains 2020 members 
Mstep: Class 10 contains 34959 members 
Mstep: Class 11 contains 36735 members 
Mstep: Class 12 contains 185235 members 
Mstep: Class 13 contains 140908 members 
Mstep: Class 14 contains 28997 members 
Mstep: Class 15 contains 3011 members 
Mstep: Class 16 contains 101714 members 
Mstep: Class 17 contains 23168 members 
Mstep: Class 18 contains 17138 members 
Mstep: Class 19 contains 69915 members 
Mstep: Class 20 contains 24009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157650992.000000 Penalty: 66208.554688
Iteration 32Q: 20 clusters Score -1.57651e+08 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178183 members 
Mstep: Class 2 contains 34478 members 
Mstep: Class 3 contains 56856 members 
Mstep: Class 4 contains 259038 members 
Mstep: Class 5 contains 32874 members 
Mstep: Class 6 contains 41715 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 35163 members 
Mstep: Class 11 contains 37129 members 
Mstep: Class 12 contains 178446 members 
Mstep: Class 13 contains 138409 members 
Mstep: Class 14 contains 29414 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 101521 members 
Mstep: Class 17 contains 23136 members 
Mstep: Class 18 contains 16955 members 
Mstep: Class 19 contains 70047 members 
Mstep: Class 20 contains 23943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157654976.000000 Penalty: 66208.554688
Iteration 33Q: 20 clusters Score -1.57655e+08 nChanged 17407
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 34378 members 
Mstep: Class 3 contains 56637 members 
Mstep: Class 4 contains 265769 members 
Mstep: Class 5 contains 34336 members 
Mstep: Class 6 contains 41782 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 9 contains 2088 members 
Mstep: Class 10 contains 35342 members 
Mstep: Class 11 contains 37378 members 
Mstep: Class 12 contains 172133 members 
Mstep: Class 13 contains 136237 members 
Mstep: Class 14 contains 29816 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 101352 members 
Mstep: Class 17 contains 23119 members 
Mstep: Class 18 contains 16782 members 
Mstep: Class 19 contains 70105 members 
Mstep: Class 20 contains 23870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157657616.000000 Penalty: 66208.554688
Iteration 34Q: 20 clusters Score -1.576576e+08 nChanged 16089
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178370 members 
Mstep: Class 2 contains 34271 members 
Mstep: Class 3 contains 56425 members 
Mstep: Class 4 contains 271763 members 
Mstep: Class 5 contains 35741 members 
Mstep: Class 6 contains 41889 members 
Mstep: Class 7 contains 3170 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 35510 members 
Mstep: Class 11 contains 37451 members 
Mstep: Class 12 contains 166600 members 
Mstep: Class 13 contains 134326 members 
Mstep: Class 14 contains 30198 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 101203 members 
Mstep: Class 17 contains 23101 members 
Mstep: Class 18 contains 16626 members 
Mstep: Class 19 contains 70132 members 
Mstep: Class 20 contains 23722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157659168.000000 Penalty: 66208.554688
Iteration 35Q: 20 clusters Score -1.576592e+08 nChanged 14561
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178545 members 
Mstep: Class 2 contains 34172 members 
Mstep: Class 3 contains 56230 members 
Mstep: Class 4 contains 276432 members 
Mstep: Class 5 contains 37024 members 
Mstep: Class 6 contains 42037 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 9 contains 2049 members 
Mstep: Class 10 contains 35662 members 
Mstep: Class 11 contains 37454 members 
Mstep: Class 12 contains 162246 members 
Mstep: Class 13 contains 132829 members 
Mstep: Class 14 contains 30427 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 101100 members 
Mstep: Class 17 contains 23095 members 
Mstep: Class 18 contains 16494 members 
Mstep: Class 19 contains 70082 members 
Mstep: Class 20 contains 23533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157660224.000000 Penalty: 66208.554688
Iteration 36Q: 20 clusters Score -1.576602e+08 nChanged 12883
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178738 members 
Mstep: Class 2 contains 34070 members 
Mstep: Class 3 contains 56045 members 
Mstep: Class 4 contains 280283 members 
Mstep: Class 5 contains 38149 members 
Mstep: Class 6 contains 42252 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 9 contains 2022 members 
Mstep: Class 10 contains 35782 members 
Mstep: Class 11 contains 37393 members 
Mstep: Class 12 contains 158505 members 
Mstep: Class 13 contains 131654 members 
Mstep: Class 14 contains 30626 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 101016 members 
Mstep: Class 17 contains 23090 members 
Mstep: Class 18 contains 16374 members 
Mstep: Class 19 contains 70038 members 
Mstep: Class 20 contains 23388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157660736.000000 Penalty: 66208.554688
Iteration 37Q: 20 clusters Score -1.576607e+08 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 178912 members 
Mstep: Class 2 contains 33972 members 
Mstep: Class 3 contains 55872 members 
Mstep: Class 4 contains 283403 members 
Mstep: Class 5 contains 39148 members 
Mstep: Class 6 contains 42498 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 9 contains 1989 members 
Mstep: Class 10 contains 35889 members 
Mstep: Class 11 contains 37349 members 
Mstep: Class 12 contains 155415 members 
Mstep: Class 13 contains 130761 members 
Mstep: Class 14 contains 30731 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 100950 members 
Mstep: Class 17 contains 23089 members 
Mstep: Class 18 contains 16252 members 
Mstep: Class 19 contains 69986 members 
Mstep: Class 20 contains 23241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157660608.000000 Penalty: 66208.554688
Iteration 38Q: 20 clusters Score -1.576606e+08 nChanged 9916
Entering ConstructFrom: 
Score: -157660608.000000 Penalty: 66208.554688
Entering ConstructFrom: 
Trying to split cluster 1 (179096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179096 members 
Entering Unmasked Estep 
Score: -22711804.000000 Penalty: 2999.728027
	Iteration 0F: 2 clusters Score -2.27118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 89690 members 
Entering Unmasked Estep 
Score: -22602216.000000 Penalty: 5999.456055
	Iteration 0F: 3 clusters Score -2.260222e+07 nChanged 85866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -22652334.000000 Penalty: 5999.456055
	Iteration 1F: 3 clusters Score -2.265233e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -22653652.000000 Penalty: 5999.456055
	Iteration 2Q: 3 clusters Score -2.265365e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -22655998.000000 Penalty: 5999.456055
	Iteration 3Q: 3 clusters Score -2.2656e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 94887 members 
Entering Unmasked Estep 
Score: -22659900.000000 Penalty: 5999.456055
	Iteration 4Q: 3 clusters Score -2.26599e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -22665490.000000 Penalty: 5999.456055
	Iteration 5F: 3 clusters Score -2.266549e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -22673232.000000 Penalty: 5999.456055
	Iteration 6F: 3 clusters Score -2.267323e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Mstep: Class 2 contains 96024 members 
Entering Unmasked Estep 
Score: -22681838.000000 Penalty: 5999.456055
	Iteration 7F: 3 clusters Score -2.268184e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83377 members 
Mstep: Class 2 contains 95719 members 
Entering Unmasked Estep 
Score: -22690324.000000 Penalty: 5999.456055
	Iteration 8F: 3 clusters Score -2.269032e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -22697800.000000 Penalty: 5999.456055
	Iteration 9F: 3 clusters Score -2.26978e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83262 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -22704686.000000 Penalty: 5999.456055
	Iteration 10F: 3 clusters Score -2.270469e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 96438 members 
Entering Unmasked Estep 
Score: -22710802.000000 Penalty: 5999.456055
	Iteration 11Q: 3 clusters Score -2.27108e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -22716436.000000 Penalty: 5999.456055
	Iteration 12Q: 3 clusters Score -2.271644e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -22719964.000000 Penalty: 5999.456055
	Iteration 13Q: 3 clusters Score -2.271996e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 97656 members 
Entering Unmasked Estep 
Score: -22721652.000000 Penalty: 5999.456055
	Iteration 14Q: 3 clusters Score -2.272165e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 97982 members 
Entering Unmasked Estep 
Score: -22722222.000000 Penalty: 5999.456055
	Iteration 15Q: 3 clusters Score -2.272222e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80833 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -22722668.000000 Penalty: 5999.456055
	Iteration 16Q: 3 clusters Score -2.272267e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 98483 members 
Entering Unmasked Estep 
Score: -22722712.000000 Penalty: 5999.456055
	Iteration 17Q: 3 clusters Score -2.272271e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 98646 members 
Entering Unmasked Estep 
Score: -22722722.000000 Penalty: 5999.456055
	Iteration 18Q: 3 clusters Score -2.272272e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 98794 members 
Entering Unmasked Estep 
Score: -22722840.000000 Penalty: 5999.456055
	Iteration 19Q: 3 clusters Score -2.272284e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 98882 members 
Entering Unmasked Estep 
Score: -22722882.000000 Penalty: 5999.456055
	Iteration 20F: 3 clusters Score -2.272288e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 98968 members 
Entering Unmasked Estep 
Score: -22722878.000000 Penalty: 5999.456055
	Iteration 21Q: 3 clusters Score -2.272288e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80073 members 
Mstep: Class 2 contains 99023 members 
Entering Unmasked Estep 
Score: -22722852.000000 Penalty: 5999.456055
	Iteration 22Q: 3 clusters Score -2.272285e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -22722876.000000 Penalty: 5999.456055
	Iteration 23Q: 3 clusters Score -2.272288e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 99084 members 
Entering Unmasked Estep 
Score: -22722892.000000 Penalty: 5999.456055
	Iteration 24Q: 3 clusters Score -2.272289e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -22722902.000000 Penalty: 5999.456055
	Iteration 25Q: 3 clusters Score -2.27229e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79985 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -22722896.000000 Penalty: 5999.456055
	Iteration 26Q: 3 clusters Score -2.27229e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -22722898.000000 Penalty: 5999.456055
	Iteration 27Q: 3 clusters Score -2.27229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 99130 members 
Entering Unmasked Estep 
Score: -22722878.000000 Penalty: 5999.456055
	Iteration 28Q: 3 clusters Score -2.272288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 99143 members 
Entering Unmasked Estep 
Score: -22722894.000000 Penalty: 5999.456055
	Iteration 29Q: 3 clusters Score -2.272289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -22722896.000000 Penalty: 5999.456055
	Iteration 30Q: 3 clusters Score -2.27229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79929 members 
Mstep: Class 2 contains 99167 members 
Entering Unmasked Estep 
Score: -22722910.000000 Penalty: 5999.456055
	Iteration 31Q: 3 clusters Score -2.272291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79920 members 
Mstep: Class 2 contains 99176 members 
Entering Unmasked Estep 
Score: -22722910.000000 Penalty: 5999.456055
	Iteration 32Q: 3 clusters Score -2.272291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79914 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -22722906.000000 Penalty: 5999.456055
	Iteration 33Q: 3 clusters Score -2.272291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 99184 members 
Entering Unmasked Estep 
Score: -22722920.000000 Penalty: 5999.456055
	Iteration 34Q: 3 clusters Score -2.272292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -22722916.000000 Penalty: 5999.456055
	Iteration 35Q: 3 clusters Score -2.272292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -22722922.000000 Penalty: 5999.456055
	Iteration 36Q: 3 clusters Score -2.272292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -22722922.000000 Penalty: 5999.456055
	Iteration 37F: 3 clusters Score -2.272292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 33885 members 
Mstep: Class 3 contains 55721 members 
Mstep: Class 4 contains 285864 members 
Mstep: Class 5 contains 40041 members 
Mstep: Class 6 contains 42765 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 99190 members 
Mstep: Class 9 contains 1945 members 
Mstep: Class 10 contains 35988 members 
Mstep: Class 11 contains 37356 members 
Mstep: Class 12 contains 152842 members 
Mstep: Class 13 contains 130029 members 
Mstep: Class 14 contains 30769 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 100898 members 
Mstep: Class 17 contains 23089 members 
Mstep: Class 18 contains 16167 members 
Mstep: Class 19 contains 69927 members 
Mstep: Class 20 contains 23096 members 
Entering Unmasked Estep 
Score: -157668352.000000 Penalty: 69693.210938
Splitting cluster 1 changes total score from -157660608.000000 to -157668352.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (33885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Entering Unmasked Estep 
Score: -4247186.000000 Penalty: 2586.820557
	Iteration 0F: 2 clusters Score -4247186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4223957.000000 Penalty: 5173.641113
	Iteration 0F: 3 clusters Score -4223957 nChanged 15588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -4232480.000000 Penalty: 5173.641113
	Iteration 1F: 3 clusters Score -4232480 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4233293.000000 Penalty: 5173.641113
	Iteration 2F: 3 clusters Score -4233293 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -4234274.500000 Penalty: 5173.641113
	Iteration 3F: 3 clusters Score -4234274 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4235462.000000 Penalty: 5173.641113
	Iteration 4F: 3 clusters Score -4235462 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4236793.500000 Penalty: 5173.641113
	Iteration 5F: 3 clusters Score -4236794 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4238237.500000 Penalty: 5173.641113
	Iteration 6F: 3 clusters Score -4238238 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4239527.500000 Penalty: 5173.641113
	Iteration 7F: 3 clusters Score -4239528 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -4240526.500000 Penalty: 5173.641113
	Iteration 8F: 3 clusters Score -4240526 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -4241185.500000 Penalty: 5173.641113
	Iteration 9Q: 3 clusters Score -4241186 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4241608.000000 Penalty: 5173.641113
	Iteration 10Q: 3 clusters Score -4241608 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4241968.000000 Penalty: 5173.641113
	Iteration 11Q: 3 clusters Score -4241968 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -4242291.500000 Penalty: 5173.641113
	Iteration 12Q: 3 clusters Score -4242292 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -4242657.000000 Penalty: 5173.641113
	Iteration 13Q: 3 clusters Score -4242657 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -4243004.500000 Penalty: 5173.641113
	Iteration 14Q: 3 clusters Score -4243004 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -4243351.500000 Penalty: 5173.641113
	Iteration 15Q: 3 clusters Score -4243352 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -4243600.000000 Penalty: 5173.641113
	Iteration 16Q: 3 clusters Score -4243600 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -4243786.500000 Penalty: 5173.641113
	Iteration 17Q: 3 clusters Score -4243786 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -4243977.500000 Penalty: 5173.641113
	Iteration 18Q: 3 clusters Score -4243978 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -4244123.500000 Penalty: 5173.641113
	Iteration 19Q: 3 clusters Score -4244124 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -4244246.500000 Penalty: 5173.641113
	Iteration 20F: 3 clusters Score -4244246 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -4244351.000000 Penalty: 5173.641113
	Iteration 21Q: 3 clusters Score -4244351 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -4244431.000000 Penalty: 5173.641113
	Iteration 22Q: 3 clusters Score -4244431 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4244502.000000 Penalty: 5173.641113
	Iteration 23Q: 3 clusters Score -4244502 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -4244559.500000 Penalty: 5173.641113
	Iteration 24Q: 3 clusters Score -4244560 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -4244587.500000 Penalty: 5173.641113
	Iteration 25Q: 3 clusters Score -4244588 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -4244591.000000 Penalty: 5173.641113
	Iteration 26Q: 3 clusters Score -4244591 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -4244619.500000 Penalty: 5173.641113
	Iteration 27Q: 3 clusters Score -4244620 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -4244634.000000 Penalty: 5173.641113
	Iteration 28Q: 3 clusters Score -4244634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4244647.500000 Penalty: 5173.641113
	Iteration 29Q: 3 clusters Score -4244648 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -4244654.500000 Penalty: 5173.641113
	Iteration 30Q: 3 clusters Score -4244654 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -4244667.000000 Penalty: 5173.641113
	Iteration 31Q: 3 clusters Score -4244667 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -4244679.500000 Penalty: 5173.641113
	Iteration 32Q: 3 clusters Score -4244680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4244686.000000 Penalty: 5173.641113
	Iteration 33Q: 3 clusters Score -4244686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -4244689.500000 Penalty: 5173.641113
	Iteration 34Q: 3 clusters Score -4244690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -4244687.000000 Penalty: 5173.641113
	Iteration 35Q: 3 clusters Score -4244687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -4244694.500000 Penalty: 5173.641113
	Iteration 36Q: 3 clusters Score -4244694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -4244691.000000 Penalty: 5173.641113
	Iteration 37Q: 3 clusters Score -4244691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4244701.000000 Penalty: 5173.641113
	Iteration 38Q: 3 clusters Score -4244701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4244702.500000 Penalty: 5173.641113
	Iteration 39Q: 3 clusters Score -4244702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4244701.000000 Penalty: 5173.641113
	Iteration 40F: 3 clusters Score -4244701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -4244697.000000 Penalty: 5173.641113
	Iteration 41Q: 3 clusters Score -4244697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -4244697.500000 Penalty: 5173.641113
	Iteration 42Q: 3 clusters Score -4244698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -4244691.500000 Penalty: 5173.641113
	Iteration 43Q: 3 clusters Score -4244692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -4244690.000000 Penalty: 5173.641113
	Iteration 44Q: 3 clusters Score -4244690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4244688.500000 Penalty: 5173.641113
	Iteration 45Q: 3 clusters Score -4244688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -4244696.000000 Penalty: 5173.641113
	Iteration 46Q: 3 clusters Score -4244696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -4244703.000000 Penalty: 5173.641113
	Iteration 47Q: 3 clusters Score -4244703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4244702.000000 Penalty: 5173.641113
	Iteration 48Q: 3 clusters Score -4244702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4244701.500000 Penalty: 5173.641113
	Iteration 49Q: 3 clusters Score -4244702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -4244699.500000 Penalty: 5173.641113
	Iteration 50Q: 3 clusters Score -4244700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -4244702.000000 Penalty: 5173.641113
	Iteration 51Q: 3 clusters Score -4244702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -4244706.500000 Penalty: 5173.641113
	Iteration 52Q: 3 clusters Score -4244706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -4244703.500000 Penalty: 5173.641113
	Iteration 53Q: 3 clusters Score -4244704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -4244705.000000 Penalty: 5173.641113
	Iteration 54Q: 3 clusters Score -4244705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -4244701.000000 Penalty: 5173.641113
	Iteration 55Q: 3 clusters Score -4244701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -4244703.500000 Penalty: 5173.641113
	Iteration 56Q: 3 clusters Score -4244704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -4244708.000000 Penalty: 5173.641113
	Iteration 57Q: 3 clusters Score -4244708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -4244708.000000 Penalty: 5173.641113
	Iteration 58F: 3 clusters Score -4244708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Entering Unmasked Estep 
Score: -7248559.000000 Penalty: 2710.171875
	Iteration 0F: 2 clusters Score -7248559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -7211251.500000 Penalty: 5420.343750
	Iteration 0F: 3 clusters Score -7211252 nChanged 25813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -7225468.000000 Penalty: 5420.343750
	Iteration 1F: 3 clusters Score -7225468 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -7226054.500000 Penalty: 5420.343750
	Iteration 2Q: 3 clusters Score -7226054 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -7226743.500000 Penalty: 5420.343750
	Iteration 3Q: 3 clusters Score -7226744 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -7227680.000000 Penalty: 5420.343750
	Iteration 4Q: 3 clusters Score -7227680 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -7229177.000000 Penalty: 5420.343750
	Iteration 5F: 3 clusters Score -7229177 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -7231621.500000 Penalty: 5420.343750
	Iteration 6F: 3 clusters Score -7231622 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -7235200.000000 Penalty: 5420.343750
	Iteration 7F: 3 clusters Score -7235200 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -7239375.000000 Penalty: 5420.343750
	Iteration 8F: 3 clusters Score -7239375 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -7242850.000000 Penalty: 5420.343750
	Iteration 9F: 3 clusters Score -7242850 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -7244716.500000 Penalty: 5420.343750
	Iteration 10Q: 3 clusters Score -7244716 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 54763 members 
Entering Unmasked Estep 
Score: -7245531.500000 Penalty: 5420.343750
	Iteration 11Q: 3 clusters Score -7245532 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -7245878.000000 Penalty: 5420.343750
	Iteration 12Q: 3 clusters Score -7245878 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -7246045.500000 Penalty: 5420.343750
	Iteration 13Q: 3 clusters Score -7246046 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -7246120.000000 Penalty: 5420.343750
	Iteration 14Q: 3 clusters Score -7246120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -7246166.500000 Penalty: 5420.343750
	Iteration 15Q: 3 clusters Score -7246166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -7246205.500000 Penalty: 5420.343750
	Iteration 16Q: 3 clusters Score -7246206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -7246236.000000 Penalty: 5420.343750
	Iteration 17Q: 3 clusters Score -7246236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -7246246.500000 Penalty: 5420.343750
	Iteration 18Q: 3 clusters Score -7246246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -7246250.500000 Penalty: 5420.343750
	Iteration 19Q: 3 clusters Score -7246250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -7246256.500000 Penalty: 5420.343750
	Iteration 20F: 3 clusters Score -7246256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -7246273.000000 Penalty: 5420.343750
	Iteration 21Q: 3 clusters Score -7246273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -7246281.000000 Penalty: 5420.343750
	Iteration 22Q: 3 clusters Score -7246281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -7246291.500000 Penalty: 5420.343750
	Iteration 23Q: 3 clusters Score -7246292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -7246299.000000 Penalty: 5420.343750
	Iteration 24Q: 3 clusters Score -7246299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -7246307.000000 Penalty: 5420.343750
	Iteration 25Q: 3 clusters Score -7246307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -7246316.500000 Penalty: 5420.343750
	Iteration 26Q: 3 clusters Score -7246316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -7246320.500000 Penalty: 5420.343750
	Iteration 27Q: 3 clusters Score -7246320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -7246342.500000 Penalty: 5420.343750
	Iteration 28Q: 3 clusters Score -7246342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -7246353.500000 Penalty: 5420.343750
	Iteration 29Q: 3 clusters Score -7246354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -7246374.500000 Penalty: 5420.343750
	Iteration 30Q: 3 clusters Score -7246374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -7246393.500000 Penalty: 5420.343750
	Iteration 31Q: 3 clusters Score -7246394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -7246410.500000 Penalty: 5420.343750
	Iteration 32Q: 3 clusters Score -7246410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -7246411.500000 Penalty: 5420.343750
	Iteration 33Q: 3 clusters Score -7246412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -7246410.000000 Penalty: 5420.343750
	Iteration 34Q: 3 clusters Score -7246410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -7246414.500000 Penalty: 5420.343750
	Iteration 35Q: 3 clusters Score -7246414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -7246417.500000 Penalty: 5420.343750
	Iteration 36F: 3 clusters Score -7246418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -7246416.000000 Penalty: 5420.343750
	Iteration 37Q: 3 clusters Score -7246416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -7246424.500000 Penalty: 5420.343750
	Iteration 38Q: 3 clusters Score -7246424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -7246429.000000 Penalty: 5420.343750
	Iteration 39Q: 3 clusters Score -7246429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -7246429.000000 Penalty: 5420.343750
	Iteration 40F: 3 clusters Score -7246429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (285864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285864 members 
Entering Unmasked Estep 
Score: -36874300.000000 Penalty: 3115.691406
	Iteration 0F: 2 clusters Score -3.68743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142589 members 
Mstep: Class 2 contains 143275 members 
Entering Unmasked Estep 
Score: -36699880.000000 Penalty: 6231.382812
	Iteration 0F: 3 clusters Score -3.669988e+07 nChanged 138174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135539 members 
Mstep: Class 2 contains 150325 members 
Entering Unmasked Estep 
Score: -36781564.000000 Penalty: 6231.382812
	Iteration 1F: 3 clusters Score -3.678156e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131169 members 
Mstep: Class 2 contains 154695 members 
Entering Unmasked Estep 
Score: -36783128.000000 Penalty: 6231.382812
	Iteration 2Q: 3 clusters Score -3.678313e+07 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124390 members 
Mstep: Class 2 contains 161474 members 
Entering Unmasked Estep 
Score: -36785880.000000 Penalty: 6231.382812
	Iteration 3Q: 3 clusters Score -3.678588e+07 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114304 members 
Mstep: Class 2 contains 171560 members 
Entering Unmasked Estep 
Score: -36789808.000000 Penalty: 6231.382812
	Iteration 4Q: 3 clusters Score -3.678981e+07 nChanged 15790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Mstep: Class 2 contains 185352 members 
Entering Unmasked Estep 
Score: -36796972.000000 Penalty: 6231.382812
	Iteration 5F: 3 clusters Score -3.679697e+07 nChanged 18617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83703 members 
Mstep: Class 2 contains 202161 members 
Entering Unmasked Estep 
Score: -36807600.000000 Penalty: 6231.382812
	Iteration 6F: 3 clusters Score -3.68076e+07 nChanged 19171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 219430 members 
Entering Unmasked Estep 
Score: -36822180.000000 Penalty: 6231.382812
	Iteration 7F: 3 clusters Score -3.682218e+07 nChanged 17263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 234609 members 
Entering Unmasked Estep 
Score: -36836104.000000 Penalty: 6231.382812
	Iteration 8F: 3 clusters Score -3.68361e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 245276 members 
Entering Unmasked Estep 
Score: -36846156.000000 Penalty: 6231.382812
	Iteration 9Q: 3 clusters Score -3.684616e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 251869 members 
Entering Unmasked Estep 
Score: -36852040.000000 Penalty: 6231.382812
	Iteration 10Q: 3 clusters Score -3.685204e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 256307 members 
Entering Unmasked Estep 
Score: -36855472.000000 Penalty: 6231.382812
	Iteration 11Q: 3 clusters Score -3.685547e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 259847 members 
Entering Unmasked Estep 
Score: -36857604.000000 Penalty: 6231.382812
	Iteration 12Q: 3 clusters Score -3.68576e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 263147 members 
Entering Unmasked Estep 
Score: -36859212.000000 Penalty: 6231.382812
	Iteration 13Q: 3 clusters Score -3.685921e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 266229 members 
Entering Unmasked Estep 
Score: -36860828.000000 Penalty: 6231.382812
	Iteration 14Q: 3 clusters Score -3.686083e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 269124 members 
Entering Unmasked Estep 
Score: -36861980.000000 Penalty: 6231.382812
	Iteration 15Q: 3 clusters Score -3.686198e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 271750 members 
Entering Unmasked Estep 
Score: -36863032.000000 Penalty: 6231.382812
	Iteration 16Q: 3 clusters Score -3.686303e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 274062 members 
Entering Unmasked Estep 
Score: -36864296.000000 Penalty: 6231.382812
	Iteration 17Q: 3 clusters Score -3.68643e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 276201 members 
Entering Unmasked Estep 
Score: -36865476.000000 Penalty: 6231.382812
	Iteration 18Q: 3 clusters Score -3.686548e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 278115 members 
Entering Unmasked Estep 
Score: -36866400.000000 Penalty: 6231.382812
	Iteration 19Q: 3 clusters Score -3.68664e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 279698 members 
Entering Unmasked Estep 
Score: -36867316.000000 Penalty: 6231.382812
	Iteration 20F: 3 clusters Score -3.686732e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 280973 members 
Entering Unmasked Estep 
Score: -36868268.000000 Penalty: 6231.382812
	Iteration 21Q: 3 clusters Score -3.686827e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 281989 members 
Entering Unmasked Estep 
Score: -36869016.000000 Penalty: 6231.382812
	Iteration 22Q: 3 clusters Score -3.686902e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 282764 members 
Entering Unmasked Estep 
Score: -36869488.000000 Penalty: 6231.382812
	Iteration 23Q: 3 clusters Score -3.686949e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 283351 members 
Entering Unmasked Estep 
Score: -36869960.000000 Penalty: 6231.382812
	Iteration 24Q: 3 clusters Score -3.686996e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 283813 members 
Entering Unmasked Estep 
Score: -36870340.000000 Penalty: 6231.382812
	Iteration 25Q: 3 clusters Score -3.687034e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 284142 members 
Entering Unmasked Estep 
Score: -36870616.000000 Penalty: 6231.382812
	Iteration 26Q: 3 clusters Score -3.687062e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 284359 members 
Entering Unmasked Estep 
Score: -36870748.000000 Penalty: 6231.382812
	Iteration 27Q: 3 clusters Score -3.687075e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 284547 members 
Entering Unmasked Estep 
Score: -36870944.000000 Penalty: 6231.382812
	Iteration 28Q: 3 clusters Score -3.687094e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 284691 members 
Entering Unmasked Estep 
Score: -36871036.000000 Penalty: 6231.382812
	Iteration 29Q: 3 clusters Score -3.687104e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 284805 members 
Entering Unmasked Estep 
Score: -36871104.000000 Penalty: 6231.382812
	Iteration 30Q: 3 clusters Score -3.68711e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 284899 members 
Entering Unmasked Estep 
Score: -36871180.000000 Penalty: 6231.382812
	Iteration 31Q: 3 clusters Score -3.687118e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 284960 members 
Entering Unmasked Estep 
Score: -36871244.000000 Penalty: 6231.382812
	Iteration 32Q: 3 clusters Score -3.687124e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 285009 members 
Entering Unmasked Estep 
Score: -36871276.000000 Penalty: 6231.382812
	Iteration 33Q: 3 clusters Score -3.687128e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 285045 members 
Entering Unmasked Estep 
Score: -36871336.000000 Penalty: 6231.382812
	Iteration 34Q: 3 clusters Score -3.687134e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 285076 members 
Entering Unmasked Estep 
Score: -36871376.000000 Penalty: 6231.382812
	Iteration 35Q: 3 clusters Score -3.687138e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 285099 members 
Entering Unmasked Estep 
Score: -36871388.000000 Penalty: 6231.382812
	Iteration 36Q: 3 clusters Score -3.687139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 285113 members 
Entering Unmasked Estep 
Score: -36871448.000000 Penalty: 6231.382812
	Iteration 37Q: 3 clusters Score -3.687145e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 285124 members 
Entering Unmasked Estep 
Score: -36871436.000000 Penalty: 6231.382812
	Iteration 38Q: 3 clusters Score -3.687144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 285129 members 
Entering Unmasked Estep 
Score: -36871440.000000 Penalty: 6231.382812
	Iteration 39Q: 3 clusters Score -3.687144e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 285134 members 
Entering Unmasked Estep 
Score: -36871440.000000 Penalty: 6231.382812
	Iteration 40F: 3 clusters Score -3.687144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 285140 members 
Entering Unmasked Estep 
Score: -36871464.000000 Penalty: 6231.382812
	Iteration 41Q: 3 clusters Score -3.687146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 285150 members 
Entering Unmasked Estep 
Score: -36871484.000000 Penalty: 6231.382812
	Iteration 42Q: 3 clusters Score -3.687148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 285151 members 
Entering Unmasked Estep 
Score: -36871464.000000 Penalty: 6231.382812
	Iteration 43Q: 3 clusters Score -3.687146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 285151 members 
Entering Unmasked Estep 
Score: -36871484.000000 Penalty: 6231.382812
	Iteration 44Q: 3 clusters Score -3.687148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 285159 members 
Entering Unmasked Estep 
Score: -36871484.000000 Penalty: 6231.382812
	Iteration 45Q: 3 clusters Score -3.687148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 285164 members 
Entering Unmasked Estep 
Score: -36871492.000000 Penalty: 6231.382812
	Iteration 46Q: 3 clusters Score -3.687149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 285169 members 
Entering Unmasked Estep 
Score: -36871512.000000 Penalty: 6231.382812
	Iteration 47Q: 3 clusters Score -3.687151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 285169 members 
Entering Unmasked Estep 
Score: -36871508.000000 Penalty: 6231.382812
	Iteration 48Q: 3 clusters Score -3.687151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 285174 members 
Entering Unmasked Estep 
Score: -36871516.000000 Penalty: 6231.382812
	Iteration 49Q: 3 clusters Score -3.687152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 285175 members 
Entering Unmasked Estep 
Score: -36871512.000000 Penalty: 6231.382812
	Iteration 50Q: 3 clusters Score -3.687151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 285175 members 
Entering Unmasked Estep 
Score: -36871512.000000 Penalty: 6231.382812
	Iteration 51F: 3 clusters Score -3.687151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Entering Unmasked Estep 
Score: -5032630.500000 Penalty: 2628.219482
	Iteration 0F: 2 clusters Score -5032630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -5005434.500000 Penalty: 5256.438965
	Iteration 0F: 3 clusters Score -5005434 nChanged 18366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -5016183.500000 Penalty: 5256.438965
	Iteration 1F: 3 clusters Score -5016184 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -5018024.500000 Penalty: 5256.438965
	Iteration 2F: 3 clusters Score -5018024 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -5020847.000000 Penalty: 5256.438965
	Iteration 3F: 3 clusters Score -5020847 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -5023994.000000 Penalty: 5256.438965
	Iteration 4F: 3 clusters Score -5023994 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -5027001.000000 Penalty: 5256.438965
	Iteration 5F: 3 clusters Score -5027001 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -5029111.000000 Penalty: 5256.438965
	Iteration 6F: 3 clusters Score -5029111 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -5030220.500000 Penalty: 5256.438965
	Iteration 7F: 3 clusters Score -5030220 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -5030853.000000 Penalty: 5256.438965
	Iteration 8Q: 3 clusters Score -5030853 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -5031275.000000 Penalty: 5256.438965
	Iteration 9Q: 3 clusters Score -5031275 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -5031608.000000 Penalty: 5256.438965
	Iteration 10Q: 3 clusters Score -5031608 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -5031897.500000 Penalty: 5256.438965
	Iteration 11Q: 3 clusters Score -5031898 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -5032187.500000 Penalty: 5256.438965
	Iteration 12Q: 3 clusters Score -5032188 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -5032571.500000 Penalty: 5256.438965
	Iteration 13Q: 3 clusters Score -5032572 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -5033005.500000 Penalty: 5256.438965
	Iteration 14Q: 3 clusters Score -5033006 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -5033508.500000 Penalty: 5256.438965
	Iteration 15Q: 3 clusters Score -5033508 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -5033795.500000 Penalty: 5256.438965
	Iteration 16Q: 3 clusters Score -5033796 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5033940.500000 Penalty: 5256.438965
	Iteration 17Q: 3 clusters Score -5033940 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5034001.000000 Penalty: 5256.438965
	Iteration 18Q: 3 clusters Score -5034001 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -5034030.500000 Penalty: 5256.438965
	Iteration 19Q: 3 clusters Score -5034030 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5034066.500000 Penalty: 5256.438965
	Iteration 20F: 3 clusters Score -5034066 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5034083.000000 Penalty: 5256.438965
	Iteration 21Q: 3 clusters Score -5034083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5034096.000000 Penalty: 5256.438965
	Iteration 22Q: 3 clusters Score -5034096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5034132.500000 Penalty: 5256.438965
	Iteration 23Q: 3 clusters Score -5034132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5034133.000000 Penalty: 5256.438965
	Iteration 24Q: 3 clusters Score -5034133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5034148.000000 Penalty: 5256.438965
	Iteration 25Q: 3 clusters Score -5034148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5034146.000000 Penalty: 5256.438965
	Iteration 26Q: 3 clusters Score -5034146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5034154.500000 Penalty: 5256.438965
	Iteration 27Q: 3 clusters Score -5034154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5034161.500000 Penalty: 5256.438965
	Iteration 28Q: 3 clusters Score -5034162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5034168.500000 Penalty: 5256.438965
	Iteration 29Q: 3 clusters Score -5034168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5034171.000000 Penalty: 5256.438965
	Iteration 30Q: 3 clusters Score -5034171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5034164.500000 Penalty: 5256.438965
	Iteration 31Q: 3 clusters Score -5034164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5034169.000000 Penalty: 5256.438965
	Iteration 32Q: 3 clusters Score -5034169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5034170.500000 Penalty: 5256.438965
	Iteration 33Q: 3 clusters Score -5034170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5034181.000000 Penalty: 5256.438965
	Iteration 34Q: 3 clusters Score -5034181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5034177.000000 Penalty: 5256.438965
	Iteration 35Q: 3 clusters Score -5034177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5034177.000000 Penalty: 5256.438965
	Iteration 36Q: 3 clusters Score -5034177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5034177.500000 Penalty: 5256.438965
	Iteration 37Q: 3 clusters Score -5034178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5034177.500000 Penalty: 5256.438965
	Iteration 38F: 3 clusters Score -5034178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 33885 members 
Mstep: Class 3 contains 55721 members 
Mstep: Class 4 contains 285864 members 
Mstep: Class 5 contains 37557 members 
Mstep: Class 6 contains 42765 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 99190 members 
Mstep: Class 9 contains 1945 members 
Mstep: Class 10 contains 35988 members 
Mstep: Class 11 contains 37356 members 
Mstep: Class 12 contains 152842 members 
Mstep: Class 13 contains 130029 members 
Mstep: Class 14 contains 30769 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 100898 members 
Mstep: Class 17 contains 23089 members 
Mstep: Class 18 contains 16167 members 
Mstep: Class 19 contains 69927 members 
Mstep: Class 20 contains 23096 members 
Mstep: Class 21 contains 2484 members 
Entering Unmasked Estep 
Score: -157667888.000000 Penalty: 73177.875000
Splitting cluster 5 changes total score from -157660608.000000 to -157667888.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -5219065.000000 Penalty: 2644.541748
	Iteration 0F: 2 clusters Score -5219065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -5190039.500000 Penalty: 5289.083496
	Iteration 0F: 3 clusters Score -5190040 nChanged 19594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5201211.000000 Penalty: 5289.083496
	Iteration 1F: 3 clusters Score -5201211 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -5202145.500000 Penalty: 5289.083496
	Iteration 2F: 3 clusters Score -5202146 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -5203474.500000 Penalty: 5289.083496
	Iteration 3F: 3 clusters Score -5203474 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -5205401.000000 Penalty: 5289.083496
	Iteration 4F: 3 clusters Score -5205401 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -5207752.500000 Penalty: 5289.083496
	Iteration 5F: 3 clusters Score -5207752 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -5210327.500000 Penalty: 5289.083496
	Iteration 6F: 3 clusters Score -5210328 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -5212632.000000 Penalty: 5289.083496
	Iteration 7F: 3 clusters Score -5212632 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -5214370.000000 Penalty: 5289.083496
	Iteration 8F: 3 clusters Score -5214370 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -5215663.500000 Penalty: 5289.083496
	Iteration 9Q: 3 clusters Score -5215664 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -5216518.500000 Penalty: 5289.083496
	Iteration 10Q: 3 clusters Score -5216518 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -5217092.500000 Penalty: 5289.083496
	Iteration 11Q: 3 clusters Score -5217092 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -5217500.500000 Penalty: 5289.083496
	Iteration 12Q: 3 clusters Score -5217500 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -5217759.000000 Penalty: 5289.083496
	Iteration 13Q: 3 clusters Score -5217759 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -5217858.500000 Penalty: 5289.083496
	Iteration 14Q: 3 clusters Score -5217858 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -5217956.500000 Penalty: 5289.083496
	Iteration 15Q: 3 clusters Score -5217956 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -5218004.500000 Penalty: 5289.083496
	Iteration 16Q: 3 clusters Score -5218004 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -5218064.500000 Penalty: 5289.083496
	Iteration 17Q: 3 clusters Score -5218064 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -5218080.500000 Penalty: 5289.083496
	Iteration 18Q: 3 clusters Score -5218080 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -5218097.500000 Penalty: 5289.083496
	Iteration 19Q: 3 clusters Score -5218098 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -5218129.500000 Penalty: 5289.083496
	Iteration 20F: 3 clusters Score -5218130 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -5218147.000000 Penalty: 5289.083496
	Iteration 21Q: 3 clusters Score -5218147 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -5218158.000000 Penalty: 5289.083496
	Iteration 22Q: 3 clusters Score -5218158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -5218156.500000 Penalty: 5289.083496
	Iteration 23Q: 3 clusters Score -5218156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -5218157.000000 Penalty: 5289.083496
	Iteration 24Q: 3 clusters Score -5218157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -5218171.000000 Penalty: 5289.083496
	Iteration 25Q: 3 clusters Score -5218171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -5218159.000000 Penalty: 5289.083496
	Iteration 26Q: 3 clusters Score -5218159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -5218178.000000 Penalty: 5289.083496
	Iteration 27Q: 3 clusters Score -5218178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -5218185.000000 Penalty: 5289.083496
	Iteration 28Q: 3 clusters Score -5218185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -5218183.000000 Penalty: 5289.083496
	Iteration 29Q: 3 clusters Score -5218183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -5218192.000000 Penalty: 5289.083496
	Iteration 30Q: 3 clusters Score -5218192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -5218195.500000 Penalty: 5289.083496
	Iteration 31Q: 3 clusters Score -5218196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -5218195.000000 Penalty: 5289.083496
	Iteration 32Q: 3 clusters Score -5218195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -5218192.000000 Penalty: 5289.083496
	Iteration 33Q: 3 clusters Score -5218192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -5218196.500000 Penalty: 5289.083496
	Iteration 34Q: 3 clusters Score -5218196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -5218193.000000 Penalty: 5289.083496
	Iteration 35Q: 3 clusters Score -5218193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -5218190.500000 Penalty: 5289.083496
	Iteration 36Q: 3 clusters Score -5218190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -5218194.000000 Penalty: 5289.083496
	Iteration 37Q: 3 clusters Score -5218194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -5218197.500000 Penalty: 5289.083496
	Iteration 38Q: 3 clusters Score -5218198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -5218193.000000 Penalty: 5289.083496
	Iteration 39Q: 3 clusters Score -5218193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -5218197.500000 Penalty: 5289.083496
	Iteration 40F: 3 clusters Score -5218198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -5218190.000000 Penalty: 5289.083496
	Iteration 41Q: 3 clusters Score -5218190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -5218194.500000 Penalty: 5289.083496
	Iteration 42Q: 3 clusters Score -5218194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -5218192.500000 Penalty: 5289.083496
	Iteration 43Q: 3 clusters Score -5218192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -5218196.500000 Penalty: 5289.083496
	Iteration 44Q: 3 clusters Score -5218196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -5218199.000000 Penalty: 5289.083496
	Iteration 45Q: 3 clusters Score -5218199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -5218200.000000 Penalty: 5289.083496
	Iteration 46Q: 3 clusters Score -5218200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -5218194.000000 Penalty: 5289.083496
	Iteration 47Q: 3 clusters Score -5218194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -5218192.500000 Penalty: 5289.083496
	Iteration 48Q: 3 clusters Score -5218192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -5218196.000000 Penalty: 5289.083496
	Iteration 49Q: 3 clusters Score -5218196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -5218200.000000 Penalty: 5289.083496
	Iteration 50Q: 3 clusters Score -5218200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -5218195.000000 Penalty: 5289.083496
	Iteration 51Q: 3 clusters Score -5218195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -5218193.500000 Penalty: 5289.083496
	Iteration 52Q: 3 clusters Score -5218194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -5218188.000000 Penalty: 5289.083496
	Iteration 53Q: 3 clusters Score -5218188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -5218194.000000 Penalty: 5289.083496
	Iteration 54Q: 3 clusters Score -5218194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -5218189.000000 Penalty: 5289.083496
	Iteration 55Q: 3 clusters Score -5218189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -5218187.000000 Penalty: 5289.083496
	Iteration 56Q: 3 clusters Score -5218187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -5218191.500000 Penalty: 5289.083496
	Iteration 57Q: 3 clusters Score -5218192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -5218190.000000 Penalty: 5289.083496
	Iteration 58Q: 3 clusters Score -5218190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -5218194.000000 Penalty: 5289.083496
	Iteration 59Q: 3 clusters Score -5218194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -5218191.500000 Penalty: 5289.083496
	Iteration 60F: 3 clusters Score -5218192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -5218191.500000 Penalty: 5289.083496
	Iteration 61Q: 3 clusters Score -5218192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -5218188.500000 Penalty: 5289.083496
	Iteration 62Q: 3 clusters Score -5218188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -5218188.500000 Penalty: 5289.083496
	Iteration 63F: 3 clusters Score -5218188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -359568.968750 Penalty: 1993.310791
	Iteration 0F: 2 clusters Score -359569 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 1573 members 
Entering Unmasked Estep 
Score: -356296.656250 Penalty: 3986.621582
	Iteration 0F: 3 clusters Score -356296.7 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -356984.937500 Penalty: 3986.621582
	Iteration 1F: 3 clusters Score -356984.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -357218.031250 Penalty: 3986.621582
	Iteration 2F: 3 clusters Score -357218 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -357437.500000 Penalty: 3986.621582
	Iteration 3F: 3 clusters Score -357437.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -357648.250000 Penalty: 3986.621582
	Iteration 4F: 3 clusters Score -357648.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -357913.531250 Penalty: 3986.621582
	Iteration 5F: 3 clusters Score -357913.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -358135.906250 Penalty: 3986.621582
	Iteration 6F: 3 clusters Score -358135.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -358279.031250 Penalty: 3986.621582
	Iteration 7Q: 3 clusters Score -358279 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -358369.437500 Penalty: 3986.621582
	Iteration 8Q: 3 clusters Score -358369.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -358440.781250 Penalty: 3986.621582
	Iteration 9Q: 3 clusters Score -358440.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -358491.375000 Penalty: 3986.621582
	Iteration 10Q: 3 clusters Score -358491.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -358532.093750 Penalty: 3986.621582
	Iteration 11Q: 3 clusters Score -358532.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -358554.968750 Penalty: 3986.621582
	Iteration 12Q: 3 clusters Score -358555 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -358575.531250 Penalty: 3986.621582
	Iteration 13Q: 3 clusters Score -358575.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -358586.437500 Penalty: 3986.621582
	Iteration 14Q: 3 clusters Score -358586.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -358595.625000 Penalty: 3986.621582
	Iteration 15Q: 3 clusters Score -358595.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -358600.468750 Penalty: 3986.621582
	Iteration 16Q: 3 clusters Score -358600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -358602.375000 Penalty: 3986.621582
	Iteration 17Q: 3 clusters Score -358602.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -358603.843750 Penalty: 3986.621582
	Iteration 18Q: 3 clusters Score -358603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -358604.468750 Penalty: 3986.621582
	Iteration 19Q: 3 clusters Score -358604.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -358606.031250 Penalty: 3986.621582
	Iteration 20F: 3 clusters Score -358606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -358608.406250 Penalty: 3986.621582
	Iteration 21Q: 3 clusters Score -358608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -358609.062500 Penalty: 3986.621582
	Iteration 22Q: 3 clusters Score -358609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -358609.656250 Penalty: 3986.621582
	Iteration 23Q: 3 clusters Score -358609.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -358610.531250 Penalty: 3986.621582
	Iteration 24Q: 3 clusters Score -358610.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -358610.531250 Penalty: 3986.621582
	Iteration 25F: 3 clusters Score -358610.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -218371.343750 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -218371.3 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 987 members 
Entering Unmasked Estep 
Score: -215897.734375 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -215897.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -216800.375000 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -216800.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -217629.750000 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -217629.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -219089.265625 Penalty: 3756.216553
	Iteration 3F: 3 clusters Score -219089.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -220585.937500 Penalty: 3756.216553
	Iteration 4F: 3 clusters Score -220585.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -221220.078125 Penalty: 3756.216553
	Iteration 5F: 3 clusters Score -221220.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -221398.562500 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -221398.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -221436.265625 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -221436.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -221452.921875 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -221452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -221457.546875 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -221457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -221459.656250 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -221459.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -221461.781250 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -221461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -221463.718750 Penalty: 3756.216553
	Iteration 12Q: 3 clusters Score -221463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -221465.453125 Penalty: 3756.216553
	Iteration 13Q: 3 clusters Score -221465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -221467.203125 Penalty: 3756.216553
	Iteration 14Q: 3 clusters Score -221467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -221467.906250 Penalty: 3756.216553
	Iteration 15Q: 3 clusters Score -221467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -221467.906250 Penalty: 3756.216553
	Iteration 16F: 3 clusters Score -221467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 33885 members 
Mstep: Class 3 contains 55721 members 
Mstep: Class 4 contains 285864 members 
Mstep: Class 5 contains 37557 members 
Mstep: Class 6 contains 42765 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 99190 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 35988 members 
Mstep: Class 11 contains 37356 members 
Mstep: Class 12 contains 152842 members 
Mstep: Class 13 contains 130029 members 
Mstep: Class 14 contains 30769 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 100898 members 
Mstep: Class 17 contains 23089 members 
Mstep: Class 18 contains 16167 members 
Mstep: Class 19 contains 69927 members 
Mstep: Class 20 contains 23096 members 
Mstep: Class 21 contains 2484 members 
Mstep: Class 22 contains 1160 members 
Entering Unmasked Estep 
Score: -157668864.000000 Penalty: 76662.531250
Splitting cluster 9 changes total score from -157660608.000000 to -157668864.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (35988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Entering Unmasked Estep 
Score: -4239997.500000 Penalty: 2601.753418
	Iteration 0F: 2 clusters Score -4239998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -4215463.500000 Penalty: 5203.506836
	Iteration 0F: 3 clusters Score -4215464 nChanged 16342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -4225337.500000 Penalty: 5203.506836
	Iteration 1F: 3 clusters Score -4225338 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -4227804.500000 Penalty: 5203.506836
	Iteration 2F: 3 clusters Score -4227804 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4231060.000000 Penalty: 5203.506836
	Iteration 3F: 3 clusters Score -4231060 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -4234195.500000 Penalty: 5203.506836
	Iteration 4F: 3 clusters Score -4234196 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -4236531.000000 Penalty: 5203.506836
	Iteration 5F: 3 clusters Score -4236531 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4237976.500000 Penalty: 5203.506836
	Iteration 6F: 3 clusters Score -4237976 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -4238751.500000 Penalty: 5203.506836
	Iteration 7Q: 3 clusters Score -4238752 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4239188.500000 Penalty: 5203.506836
	Iteration 8Q: 3 clusters Score -4239188 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -4239477.000000 Penalty: 5203.506836
	Iteration 9Q: 3 clusters Score -4239477 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -4239656.000000 Penalty: 5203.506836
	Iteration 10Q: 3 clusters Score -4239656 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -4239756.000000 Penalty: 5203.506836
	Iteration 11Q: 3 clusters Score -4239756 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -4239848.000000 Penalty: 5203.506836
	Iteration 12Q: 3 clusters Score -4239848 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -4239902.500000 Penalty: 5203.506836
	Iteration 13Q: 3 clusters Score -4239902 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -4239953.500000 Penalty: 5203.506836
	Iteration 14Q: 3 clusters Score -4239954 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -4240022.500000 Penalty: 5203.506836
	Iteration 15Q: 3 clusters Score -4240022 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -4240063.500000 Penalty: 5203.506836
	Iteration 16Q: 3 clusters Score -4240064 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -4240095.500000 Penalty: 5203.506836
	Iteration 17Q: 3 clusters Score -4240096 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4240145.500000 Penalty: 5203.506836
	Iteration 18Q: 3 clusters Score -4240146 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -4240183.000000 Penalty: 5203.506836
	Iteration 19Q: 3 clusters Score -4240183 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -4240213.000000 Penalty: 5203.506836
	Iteration 20F: 3 clusters Score -4240213 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -4240242.500000 Penalty: 5203.506836
	Iteration 21Q: 3 clusters Score -4240242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -4240268.500000 Penalty: 5203.506836
	Iteration 22Q: 3 clusters Score -4240268 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -4240293.000000 Penalty: 5203.506836
	Iteration 23Q: 3 clusters Score -4240293 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -4240308.500000 Penalty: 5203.506836
	Iteration 24Q: 3 clusters Score -4240308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -4240314.500000 Penalty: 5203.506836
	Iteration 25Q: 3 clusters Score -4240314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -4240330.500000 Penalty: 5203.506836
	Iteration 26Q: 3 clusters Score -4240330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -4240345.000000 Penalty: 5203.506836
	Iteration 27Q: 3 clusters Score -4240345 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -4240347.000000 Penalty: 5203.506836
	Iteration 28Q: 3 clusters Score -4240347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -4240354.000000 Penalty: 5203.506836
	Iteration 29Q: 3 clusters Score -4240354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -4240363.500000 Penalty: 5203.506836
	Iteration 30Q: 3 clusters Score -4240364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -4240359.500000 Penalty: 5203.506836
	Iteration 31Q: 3 clusters Score -4240360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -4240369.000000 Penalty: 5203.506836
	Iteration 32Q: 3 clusters Score -4240369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -4240372.000000 Penalty: 5203.506836
	Iteration 33Q: 3 clusters Score -4240372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -4240379.000000 Penalty: 5203.506836
	Iteration 34Q: 3 clusters Score -4240379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -4240378.500000 Penalty: 5203.506836
	Iteration 35Q: 3 clusters Score -4240378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -4240379.000000 Penalty: 5203.506836
	Iteration 36Q: 3 clusters Score -4240379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -4240376.500000 Penalty: 5203.506836
	Iteration 37Q: 3 clusters Score -4240376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -4240371.000000 Penalty: 5203.506836
	Iteration 38Q: 3 clusters Score -4240371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -4240368.000000 Penalty: 5203.506836
	Iteration 39Q: 3 clusters Score -4240368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -4240368.500000 Penalty: 5203.506836
	Iteration 40F: 3 clusters Score -4240368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -4240367.500000 Penalty: 5203.506836
	Iteration 41Q: 3 clusters Score -4240368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -4240374.000000 Penalty: 5203.506836
	Iteration 42Q: 3 clusters Score -4240374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -4240374.500000 Penalty: 5203.506836
	Iteration 43Q: 3 clusters Score -4240374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -4240379.500000 Penalty: 5203.506836
	Iteration 44Q: 3 clusters Score -4240380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -4240374.000000 Penalty: 5203.506836
	Iteration 45Q: 3 clusters Score -4240374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -4240374.500000 Penalty: 5203.506836
	Iteration 46Q: 3 clusters Score -4240374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -4240382.000000 Penalty: 5203.506836
	Iteration 47Q: 3 clusters Score -4240382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -4240387.000000 Penalty: 5203.506836
	Iteration 48Q: 3 clusters Score -4240387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -4240382.000000 Penalty: 5203.506836
	Iteration 49Q: 3 clusters Score -4240382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -4240384.500000 Penalty: 5203.506836
	Iteration 50Q: 3 clusters Score -4240384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -4240383.500000 Penalty: 5203.506836
	Iteration 51Q: 3 clusters Score -4240384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -4240383.500000 Penalty: 5203.506836
	Iteration 52F: 3 clusters Score -4240384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 33885 members 
Mstep: Class 3 contains 55721 members 
Mstep: Class 4 contains 285864 members 
Mstep: Class 5 contains 37557 members 
Mstep: Class 6 contains 42765 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 99190 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 23995 members 
Mstep: Class 11 contains 37356 members 
Mstep: Class 12 contains 152842 members 
Mstep: Class 13 contains 130029 members 
Mstep: Class 14 contains 30769 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 100898 members 
Mstep: Class 17 contains 23089 members 
Mstep: Class 18 contains 16167 members 
Mstep: Class 19 contains 69927 members 
Mstep: Class 20 contains 23096 members 
Mstep: Class 21 contains 2484 members 
Mstep: Class 22 contains 1160 members 
Mstep: Class 23 contains 11993 members 
Entering Unmasked Estep 
Score: -157668896.000000 Penalty: 80147.195312
Splitting cluster 10 changes total score from -157660608.000000 to -157668896.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (37356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Entering Unmasked Estep 
Score: -4896767.000000 Penalty: 2611.005615
	Iteration 0F: 2 clusters Score -4896767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4871335.500000 Penalty: 5222.011230
	Iteration 0F: 3 clusters Score -4871336 nChanged 17070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -4880815.000000 Penalty: 5222.011230
	Iteration 1F: 3 clusters Score -4880815 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -4881231.500000 Penalty: 5222.011230
	Iteration 2Q: 3 clusters Score -4881232 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4881632.000000 Penalty: 5222.011230
	Iteration 3Q: 3 clusters Score -4881632 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4881983.000000 Penalty: 5222.011230
	Iteration 4Q: 3 clusters Score -4881983 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4882355.000000 Penalty: 5222.011230
	Iteration 5Q: 3 clusters Score -4882355 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4882793.500000 Penalty: 5222.011230
	Iteration 6Q: 3 clusters Score -4882794 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -4883272.000000 Penalty: 5222.011230
	Iteration 7Q: 3 clusters Score -4883272 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4883834.000000 Penalty: 5222.011230
	Iteration 8Q: 3 clusters Score -4883834 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -4884545.000000 Penalty: 5222.011230
	Iteration 9Q: 3 clusters Score -4884545 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4885462.500000 Penalty: 5222.011230
	Iteration 10Q: 3 clusters Score -4885462 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -4886575.000000 Penalty: 5222.011230
	Iteration 11Q: 3 clusters Score -4886575 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -4887832.500000 Penalty: 5222.011230
	Iteration 12F: 3 clusters Score -4887832 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -4888775.500000 Penalty: 5222.011230
	Iteration 13Q: 3 clusters Score -4888776 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4889338.000000 Penalty: 5222.011230
	Iteration 14Q: 3 clusters Score -4889338 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -4889625.000000 Penalty: 5222.011230
	Iteration 15Q: 3 clusters Score -4889625 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -4889765.000000 Penalty: 5222.011230
	Iteration 16Q: 3 clusters Score -4889765 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4889893.000000 Penalty: 5222.011230
	Iteration 17Q: 3 clusters Score -4889893 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -4890022.500000 Penalty: 5222.011230
	Iteration 18Q: 3 clusters Score -4890022 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4890174.000000 Penalty: 5222.011230
	Iteration 19Q: 3 clusters Score -4890174 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4890364.000000 Penalty: 5222.011230
	Iteration 20F: 3 clusters Score -4890364 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4890566.000000 Penalty: 5222.011230
	Iteration 21Q: 3 clusters Score -4890566 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -4890841.500000 Penalty: 5222.011230
	Iteration 22Q: 3 clusters Score -4890842 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -4891154.000000 Penalty: 5222.011230
	Iteration 23Q: 3 clusters Score -4891154 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -4891623.500000 Penalty: 5222.011230
	Iteration 24Q: 3 clusters Score -4891624 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4892232.500000 Penalty: 5222.011230
	Iteration 25Q: 3 clusters Score -4892232 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -4892921.500000 Penalty: 5222.011230
	Iteration 26Q: 3 clusters Score -4892922 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -4893477.000000 Penalty: 5222.011230
	Iteration 27Q: 3 clusters Score -4893477 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -4893954.500000 Penalty: 5222.011230
	Iteration 28Q: 3 clusters Score -4893954 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -4894396.500000 Penalty: 5222.011230
	Iteration 29Q: 3 clusters Score -4894396 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -4894700.000000 Penalty: 5222.011230
	Iteration 30Q: 3 clusters Score -4894700 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -4894932.000000 Penalty: 5222.011230
	Iteration 31Q: 3 clusters Score -4894932 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4895101.500000 Penalty: 5222.011230
	Iteration 32Q: 3 clusters Score -4895102 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -4895176.500000 Penalty: 5222.011230
	Iteration 33Q: 3 clusters Score -4895176 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -4895224.000000 Penalty: 5222.011230
	Iteration 34Q: 3 clusters Score -4895224 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4895260.500000 Penalty: 5222.011230
	Iteration 35Q: 3 clusters Score -4895260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4895278.000000 Penalty: 5222.011230
	Iteration 36Q: 3 clusters Score -4895278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4895271.500000 Penalty: 5222.011230
	Iteration 37Q: 3 clusters Score -4895272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4895277.500000 Penalty: 5222.011230
	Iteration 38Q: 3 clusters Score -4895278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -4895290.500000 Penalty: 5222.011230
	Iteration 39Q: 3 clusters Score -4895290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -4895403.000000 Penalty: 5222.011230
	Iteration 40F: 3 clusters Score -4895403 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -4895416.000000 Penalty: 5222.011230
	Iteration 41Q: 3 clusters Score -4895416 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4895441.000000 Penalty: 5222.011230
	Iteration 42Q: 3 clusters Score -4895441 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4895433.000000 Penalty: 5222.011230
	Iteration 43Q: 3 clusters Score -4895433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4895437.500000 Penalty: 5222.011230
	Iteration 44Q: 3 clusters Score -4895438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4895441.000000 Penalty: 5222.011230
	Iteration 45Q: 3 clusters Score -4895441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -4895449.000000 Penalty: 5222.011230
	Iteration 46Q: 3 clusters Score -4895449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -4895444.500000 Penalty: 5222.011230
	Iteration 47Q: 3 clusters Score -4895444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -4895444.500000 Penalty: 5222.011230
	Iteration 48Q: 3 clusters Score -4895444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -4895435.500000 Penalty: 5222.011230
	Iteration 49Q: 3 clusters Score -4895436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4895437.500000 Penalty: 5222.011230
	Iteration 50Q: 3 clusters Score -4895438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4895439.500000 Penalty: 5222.011230
	Iteration 51Q: 3 clusters Score -4895440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4895439.000000 Penalty: 5222.011230
	Iteration 52Q: 3 clusters Score -4895439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -4895446.000000 Penalty: 5222.011230
	Iteration 53Q: 3 clusters Score -4895446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4895450.500000 Penalty: 5222.011230
	Iteration 54Q: 3 clusters Score -4895450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4895443.500000 Penalty: 5222.011230
	Iteration 55Q: 3 clusters Score -4895444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -4895454.000000 Penalty: 5222.011230
	Iteration 56Q: 3 clusters Score -4895454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -4895453.500000 Penalty: 5222.011230
	Iteration 57Q: 3 clusters Score -4895454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -4895449.000000 Penalty: 5222.011230
	Iteration 58Q: 3 clusters Score -4895449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -4895454.500000 Penalty: 5222.011230
	Iteration 59Q: 3 clusters Score -4895454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -4895454.000000 Penalty: 5222.011230
	Iteration 60F: 3 clusters Score -4895454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4895453.000000 Penalty: 5222.011230
	Iteration 61Q: 3 clusters Score -4895453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4895455.500000 Penalty: 5222.011230
	Iteration 62Q: 3 clusters Score -4895456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -4895456.500000 Penalty: 5222.011230
	Iteration 63Q: 3 clusters Score -4895456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -4895456.000000 Penalty: 5222.011230
	Iteration 64Q: 3 clusters Score -4895456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4895458.500000 Penalty: 5222.011230
	Iteration 65Q: 3 clusters Score -4895458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4895460.000000 Penalty: 5222.011230
	Iteration 66Q: 3 clusters Score -4895460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4895460.000000 Penalty: 5222.011230
	Iteration 67F: 3 clusters Score -4895460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (152842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152842 members 
Entering Unmasked Estep 
Score: -19778838.000000 Penalty: 2960.415527
	Iteration 0F: 2 clusters Score -1.977884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 77022 members 
Entering Unmasked Estep 
Score: -19678834.000000 Penalty: 5920.831055
	Iteration 0F: 3 clusters Score -1.967883e+07 nChanged 73057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 85387 members 
Entering Unmasked Estep 
Score: -19723016.000000 Penalty: 5920.831055
	Iteration 1F: 3 clusters Score -1.972302e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 90372 members 
Entering Unmasked Estep 
Score: -19725862.000000 Penalty: 5920.831055
	Iteration 2Q: 3 clusters Score -1.972586e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -19730160.000000 Penalty: 5920.831055
	Iteration 3F: 3 clusters Score -1.973016e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -19737154.000000 Penalty: 5920.831055
	Iteration 4F: 3 clusters Score -1.973715e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 118239 members 
Entering Unmasked Estep 
Score: -19746402.000000 Penalty: 5920.831055
	Iteration 5F: 3 clusters Score -1.97464e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 129537 members 
Entering Unmasked Estep 
Score: -19756316.000000 Penalty: 5920.831055
	Iteration 6F: 3 clusters Score -1.975632e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 138603 members 
Entering Unmasked Estep 
Score: -19764406.000000 Penalty: 5920.831055
	Iteration 7F: 3 clusters Score -1.976441e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 144507 members 
Entering Unmasked Estep 
Score: -19769912.000000 Penalty: 5920.831055
	Iteration 8Q: 3 clusters Score -1.976991e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 147710 members 
Entering Unmasked Estep 
Score: -19773098.000000 Penalty: 5920.831055
	Iteration 9Q: 3 clusters Score -1.97731e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 149227 members 
Entering Unmasked Estep 
Score: -19774656.000000 Penalty: 5920.831055
	Iteration 10Q: 3 clusters Score -1.977466e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -19775474.000000 Penalty: 5920.831055
	Iteration 11Q: 3 clusters Score -1.977547e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 150280 members 
Entering Unmasked Estep 
Score: -19775844.000000 Penalty: 5920.831055
	Iteration 12Q: 3 clusters Score -1.977584e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 150481 members 
Entering Unmasked Estep 
Score: -19776118.000000 Penalty: 5920.831055
	Iteration 13Q: 3 clusters Score -1.977612e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 150600 members 
Entering Unmasked Estep 
Score: -19776254.000000 Penalty: 5920.831055
	Iteration 14Q: 3 clusters Score -1.977625e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 150669 members 
Entering Unmasked Estep 
Score: -19776368.000000 Penalty: 5920.831055
	Iteration 15Q: 3 clusters Score -1.977637e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 150707 members 
Entering Unmasked Estep 
Score: -19776430.000000 Penalty: 5920.831055
	Iteration 16Q: 3 clusters Score -1.977643e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 150749 members 
Entering Unmasked Estep 
Score: -19776538.000000 Penalty: 5920.831055
	Iteration 17Q: 3 clusters Score -1.977654e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 150783 members 
Entering Unmasked Estep 
Score: -19776574.000000 Penalty: 5920.831055
	Iteration 18Q: 3 clusters Score -1.977657e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 150807 members 
Entering Unmasked Estep 
Score: -19776604.000000 Penalty: 5920.831055
	Iteration 19Q: 3 clusters Score -1.97766e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 150823 members 
Entering Unmasked Estep 
Score: -19776612.000000 Penalty: 5920.831055
	Iteration 20F: 3 clusters Score -1.977661e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 150831 members 
Entering Unmasked Estep 
Score: -19776614.000000 Penalty: 5920.831055
	Iteration 21Q: 3 clusters Score -1.977661e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 150839 members 
Entering Unmasked Estep 
Score: -19776610.000000 Penalty: 5920.831055
	Iteration 22Q: 3 clusters Score -1.977661e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 150837 members 
Entering Unmasked Estep 
Score: -19776610.000000 Penalty: 5920.831055
	Iteration 23Q: 3 clusters Score -1.977661e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 150842 members 
Entering Unmasked Estep 
Score: -19776630.000000 Penalty: 5920.831055
	Iteration 24Q: 3 clusters Score -1.977663e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 150850 members 
Entering Unmasked Estep 
Score: -19776654.000000 Penalty: 5920.831055
	Iteration 25Q: 3 clusters Score -1.977665e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 150860 members 
Entering Unmasked Estep 
Score: -19776660.000000 Penalty: 5920.831055
	Iteration 26Q: 3 clusters Score -1.977666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 150868 members 
Entering Unmasked Estep 
Score: -19776668.000000 Penalty: 5920.831055
	Iteration 27Q: 3 clusters Score -1.977667e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 150868 members 
Entering Unmasked Estep 
Score: -19776672.000000 Penalty: 5920.831055
	Iteration 28Q: 3 clusters Score -1.977667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 150869 members 
Entering Unmasked Estep 
Score: -19776664.000000 Penalty: 5920.831055
	Iteration 29Q: 3 clusters Score -1.977666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 150872 members 
Entering Unmasked Estep 
Score: -19776686.000000 Penalty: 5920.831055
	Iteration 30Q: 3 clusters Score -1.977669e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 150876 members 
Entering Unmasked Estep 
Score: -19776682.000000 Penalty: 5920.831055
	Iteration 31Q: 3 clusters Score -1.977668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 150872 members 
Entering Unmasked Estep 
Score: -19776678.000000 Penalty: 5920.831055
	Iteration 32Q: 3 clusters Score -1.977668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 150876 members 
Entering Unmasked Estep 
Score: -19776710.000000 Penalty: 5920.831055
	Iteration 33Q: 3 clusters Score -1.977671e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 150870 members 
Entering Unmasked Estep 
Score: -19776704.000000 Penalty: 5920.831055
	Iteration 34Q: 3 clusters Score -1.97767e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 150865 members 
Entering Unmasked Estep 
Score: -19776700.000000 Penalty: 5920.831055
	Iteration 35Q: 3 clusters Score -1.97767e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 150864 members 
Entering Unmasked Estep 
Score: -19776700.000000 Penalty: 5920.831055
	Iteration 36Q: 3 clusters Score -1.97767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 150861 members 
Entering Unmasked Estep 
Score: -19776706.000000 Penalty: 5920.831055
	Iteration 37Q: 3 clusters Score -1.977671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 150866 members 
Entering Unmasked Estep 
Score: -19776720.000000 Penalty: 5920.831055
	Iteration 38Q: 3 clusters Score -1.977672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 150868 members 
Entering Unmasked Estep 
Score: -19776738.000000 Penalty: 5920.831055
	Iteration 39Q: 3 clusters Score -1.977674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 150872 members 
Entering Unmasked Estep 
Score: -19776732.000000 Penalty: 5920.831055
	Iteration 40F: 3 clusters Score -1.977673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 150866 members 
Entering Unmasked Estep 
Score: -19776758.000000 Penalty: 5920.831055
	Iteration 41Q: 3 clusters Score -1.977676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 150864 members 
Entering Unmasked Estep 
Score: -19776760.000000 Penalty: 5920.831055
	Iteration 42Q: 3 clusters Score -1.977676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 150859 members 
Entering Unmasked Estep 
Score: -19776754.000000 Penalty: 5920.831055
	Iteration 43Q: 3 clusters Score -1.977675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 150857 members 
Entering Unmasked Estep 
Score: -19776758.000000 Penalty: 5920.831055
	Iteration 44Q: 3 clusters Score -1.977676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 150855 members 
Entering Unmasked Estep 
Score: -19776742.000000 Penalty: 5920.831055
	Iteration 45Q: 3 clusters Score -1.977674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 150856 members 
Entering Unmasked Estep 
Score: -19776748.000000 Penalty: 5920.831055
	Iteration 46Q: 3 clusters Score -1.977675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 150857 members 
Entering Unmasked Estep 
Score: -19776750.000000 Penalty: 5920.831055
	Iteration 47Q: 3 clusters Score -1.977675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 150859 members 
Entering Unmasked Estep 
Score: -19776750.000000 Penalty: 5920.831055
	Iteration 48Q: 3 clusters Score -1.977675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 150859 members 
Entering Unmasked Estep 
Score: -19776734.000000 Penalty: 5920.831055
	Iteration 49Q: 3 clusters Score -1.977673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 150860 members 
Entering Unmasked Estep 
Score: -19776736.000000 Penalty: 5920.831055
	Iteration 50Q: 3 clusters Score -1.977674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 150857 members 
Entering Unmasked Estep 
Score: -19776740.000000 Penalty: 5920.831055
	Iteration 51Q: 3 clusters Score -1.977674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 150853 members 
Entering Unmasked Estep 
Score: -19776744.000000 Penalty: 5920.831055
	Iteration 52Q: 3 clusters Score -1.977674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 150851 members 
Entering Unmasked Estep 
Score: -19776742.000000 Penalty: 5920.831055
	Iteration 53Q: 3 clusters Score -1.977674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 150851 members 
Entering Unmasked Estep 
Score: -19776742.000000 Penalty: 5920.831055
	Iteration 54F: 3 clusters Score -1.977674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (130029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130029 members 
Entering Unmasked Estep 
Score: -16638298.000000 Penalty: 2920.327148
	Iteration 0F: 2 clusters Score -1.66383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -16552346.000000 Penalty: 5840.654297
	Iteration 0F: 3 clusters Score -1.655235e+07 nChanged 61740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -16588613.000000 Penalty: 5840.654297
	Iteration 1F: 3 clusters Score -1.658861e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73642 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -16590215.000000 Penalty: 5840.654297
	Iteration 2Q: 3 clusters Score -1.659022e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -16592924.000000 Penalty: 5840.654297
	Iteration 3Q: 3 clusters Score -1.659292e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85196 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -16597264.000000 Penalty: 5840.654297
	Iteration 4F: 3 clusters Score -1.659726e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -16604077.000000 Penalty: 5840.654297
	Iteration 5F: 3 clusters Score -1.660408e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -16613089.000000 Penalty: 5840.654297
	Iteration 6F: 3 clusters Score -1.661309e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114348 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -16622385.000000 Penalty: 5840.654297
	Iteration 7F: 3 clusters Score -1.662238e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121638 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -16629135.000000 Penalty: 5840.654297
	Iteration 8F: 3 clusters Score -1.662914e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125833 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -16632867.000000 Penalty: 5840.654297
	Iteration 9Q: 3 clusters Score -1.663287e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127735 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -16634469.000000 Penalty: 5840.654297
	Iteration 10Q: 3 clusters Score -1.663447e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128507 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -16635201.000000 Penalty: 5840.654297
	Iteration 11Q: 3 clusters Score -1.66352e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128811 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -16635573.000000 Penalty: 5840.654297
	Iteration 12Q: 3 clusters Score -1.663557e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128958 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -16635753.000000 Penalty: 5840.654297
	Iteration 13Q: 3 clusters Score -1.663575e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129032 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -16635898.000000 Penalty: 5840.654297
	Iteration 14Q: 3 clusters Score -1.66359e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129077 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16635968.000000 Penalty: 5840.654297
	Iteration 15Q: 3 clusters Score -1.663597e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129103 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -16636057.000000 Penalty: 5840.654297
	Iteration 16Q: 3 clusters Score -1.663606e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129121 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -16636079.000000 Penalty: 5840.654297
	Iteration 17Q: 3 clusters Score -1.663608e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129140 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -16636106.000000 Penalty: 5840.654297
	Iteration 18Q: 3 clusters Score -1.663611e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129161 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -16636158.000000 Penalty: 5840.654297
	Iteration 19Q: 3 clusters Score -1.663616e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129171 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -16636165.000000 Penalty: 5840.654297
	Iteration 20F: 3 clusters Score -1.663616e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129177 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16636219.000000 Penalty: 5840.654297
	Iteration 21Q: 3 clusters Score -1.663622e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129185 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -16636286.000000 Penalty: 5840.654297
	Iteration 22Q: 3 clusters Score -1.663629e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129190 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16636336.000000 Penalty: 5840.654297
	Iteration 23Q: 3 clusters Score -1.663634e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129203 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -16636358.000000 Penalty: 5840.654297
	Iteration 24Q: 3 clusters Score -1.663636e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129199 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16636399.000000 Penalty: 5840.654297
	Iteration 25Q: 3 clusters Score -1.66364e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129189 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -16636428.000000 Penalty: 5840.654297
	Iteration 26Q: 3 clusters Score -1.663643e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129172 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -16636432.000000 Penalty: 5840.654297
	Iteration 27Q: 3 clusters Score -1.663643e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129164 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16636435.000000 Penalty: 5840.654297
	Iteration 28Q: 3 clusters Score -1.663644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129155 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -16636453.000000 Penalty: 5840.654297
	Iteration 29Q: 3 clusters Score -1.663645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129154 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -16636468.000000 Penalty: 5840.654297
	Iteration 30Q: 3 clusters Score -1.663647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129150 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -16636473.000000 Penalty: 5840.654297
	Iteration 31Q: 3 clusters Score -1.663647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129148 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -16636478.000000 Penalty: 5840.654297
	Iteration 32Q: 3 clusters Score -1.663648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129145 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -16636497.000000 Penalty: 5840.654297
	Iteration 33Q: 3 clusters Score -1.66365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129136 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16636492.000000 Penalty: 5840.654297
	Iteration 34Q: 3 clusters Score -1.663649e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129125 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16636492.000000 Penalty: 5840.654297
	Iteration 35Q: 3 clusters Score -1.663649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129125 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16636492.000000 Penalty: 5840.654297
	Iteration 36Q: 3 clusters Score -1.663649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129125 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16636510.000000 Penalty: 5840.654297
	Iteration 37Q: 3 clusters Score -1.663651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129118 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16636526.000000 Penalty: 5840.654297
	Iteration 38Q: 3 clusters Score -1.663653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129113 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16636546.000000 Penalty: 5840.654297
	Iteration 39Q: 3 clusters Score -1.663655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129107 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -16636547.000000 Penalty: 5840.654297
	Iteration 40F: 3 clusters Score -1.663655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129100 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16636557.000000 Penalty: 5840.654297
	Iteration 41Q: 3 clusters Score -1.663656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129100 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16636571.000000 Penalty: 5840.654297
	Iteration 42Q: 3 clusters Score -1.663657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129100 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16636574.000000 Penalty: 5840.654297
	Iteration 43Q: 3 clusters Score -1.663657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129100 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16636574.000000 Penalty: 5840.654297
	Iteration 44Q: 3 clusters Score -1.663657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129100 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16636574.000000 Penalty: 5840.654297
	Iteration 45F: 3 clusters Score -1.663657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Entering Unmasked Estep 
Score: -3678232.500000 Penalty: 2562.897217
	Iteration 0F: 2 clusters Score -3678232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3657077.000000 Penalty: 5125.794434
	Iteration 0F: 3 clusters Score -3657077 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3664831.500000 Penalty: 5125.794434
	Iteration 1F: 3 clusters Score -3664832 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3665626.500000 Penalty: 5125.794434
	Iteration 2F: 3 clusters Score -3665626 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3666670.000000 Penalty: 5125.794434
	Iteration 3F: 3 clusters Score -3666670 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -3668066.500000 Penalty: 5125.794434
	Iteration 4F: 3 clusters Score -3668066 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3669803.000000 Penalty: 5125.794434
	Iteration 5F: 3 clusters Score -3669803 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3671709.250000 Penalty: 5125.794434
	Iteration 6F: 3 clusters Score -3671709 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3673399.500000 Penalty: 5125.794434
	Iteration 7F: 3 clusters Score -3673400 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3674764.000000 Penalty: 5125.794434
	Iteration 8Q: 3 clusters Score -3674764 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3675697.250000 Penalty: 5125.794434
	Iteration 9Q: 3 clusters Score -3675697 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3676333.250000 Penalty: 5125.794434
	Iteration 10Q: 3 clusters Score -3676333 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3676793.250000 Penalty: 5125.794434
	Iteration 11Q: 3 clusters Score -3676793 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3677086.000000 Penalty: 5125.794434
	Iteration 12Q: 3 clusters Score -3677086 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3677285.250000 Penalty: 5125.794434
	Iteration 13Q: 3 clusters Score -3677285 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3677418.750000 Penalty: 5125.794434
	Iteration 14Q: 3 clusters Score -3677419 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -3677517.500000 Penalty: 5125.794434
	Iteration 15Q: 3 clusters Score -3677518 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3677587.750000 Penalty: 5125.794434
	Iteration 16Q: 3 clusters Score -3677588 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -3677670.500000 Penalty: 5125.794434
	Iteration 17Q: 3 clusters Score -3677670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3677731.500000 Penalty: 5125.794434
	Iteration 18Q: 3 clusters Score -3677732 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3677800.750000 Penalty: 5125.794434
	Iteration 19Q: 3 clusters Score -3677801 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3677854.250000 Penalty: 5125.794434
	Iteration 20F: 3 clusters Score -3677854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3677858.500000 Penalty: 5125.794434
	Iteration 21Q: 3 clusters Score -3677858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -3677872.000000 Penalty: 5125.794434
	Iteration 22Q: 3 clusters Score -3677872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3677891.000000 Penalty: 5125.794434
	Iteration 23Q: 3 clusters Score -3677891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -3677909.500000 Penalty: 5125.794434
	Iteration 24Q: 3 clusters Score -3677910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3677932.500000 Penalty: 5125.794434
	Iteration 25Q: 3 clusters Score -3677932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3677961.250000 Penalty: 5125.794434
	Iteration 26Q: 3 clusters Score -3677961 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3677978.000000 Penalty: 5125.794434
	Iteration 27Q: 3 clusters Score -3677978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -3678034.000000 Penalty: 5125.794434
	Iteration 28Q: 3 clusters Score -3678034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3678119.250000 Penalty: 5125.794434
	Iteration 29Q: 3 clusters Score -3678119 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3678185.500000 Penalty: 5125.794434
	Iteration 30Q: 3 clusters Score -3678186 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3678245.000000 Penalty: 5125.794434
	Iteration 31Q: 3 clusters Score -3678245 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -3678301.750000 Penalty: 5125.794434
	Iteration 32Q: 3 clusters Score -3678302 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -3678335.250000 Penalty: 5125.794434
	Iteration 33Q: 3 clusters Score -3678335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3678359.500000 Penalty: 5125.794434
	Iteration 34Q: 3 clusters Score -3678360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -3678374.500000 Penalty: 5125.794434
	Iteration 35Q: 3 clusters Score -3678374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3678374.500000 Penalty: 5125.794434
	Iteration 36Q: 3 clusters Score -3678374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3678382.000000 Penalty: 5125.794434
	Iteration 37Q: 3 clusters Score -3678382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3678378.750000 Penalty: 5125.794434
	Iteration 38Q: 3 clusters Score -3678379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3678379.500000 Penalty: 5125.794434
	Iteration 39Q: 3 clusters Score -3678380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3678387.000000 Penalty: 5125.794434
	Iteration 40F: 3 clusters Score -3678387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3678393.250000 Penalty: 5125.794434
	Iteration 41Q: 3 clusters Score -3678393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3678391.500000 Penalty: 5125.794434
	Iteration 42Q: 3 clusters Score -3678392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3678396.250000 Penalty: 5125.794434
	Iteration 43Q: 3 clusters Score -3678396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3678389.250000 Penalty: 5125.794434
	Iteration 44Q: 3 clusters Score -3678389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3678391.750000 Penalty: 5125.794434
	Iteration 45Q: 3 clusters Score -3678392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3678384.000000 Penalty: 5125.794434
	Iteration 46Q: 3 clusters Score -3678384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3678386.000000 Penalty: 5125.794434
	Iteration 47Q: 3 clusters Score -3678386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3678386.000000 Penalty: 5125.794434
	Iteration 48F: 3 clusters Score -3678386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 33885 members 
Mstep: Class 3 contains 55721 members 
Mstep: Class 4 contains 285864 members 
Mstep: Class 5 contains 37557 members 
Mstep: Class 6 contains 42765 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 99190 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 23995 members 
Mstep: Class 11 contains 37356 members 
Mstep: Class 12 contains 152842 members 
Mstep: Class 13 contains 130029 members 
Mstep: Class 14 contains 2539 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 100898 members 
Mstep: Class 17 contains 23089 members 
Mstep: Class 18 contains 16167 members 
Mstep: Class 19 contains 69927 members 
Mstep: Class 20 contains 23096 members 
Mstep: Class 21 contains 2484 members 
Mstep: Class 22 contains 1160 members 
Mstep: Class 23 contains 11993 members 
Mstep: Class 24 contains 28230 members 
Entering Unmasked Estep 
Score: -157668384.000000 Penalty: 83631.859375
Splitting cluster 14 changes total score from -157660608.000000 to -157668384.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (3010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Entering Unmasked Estep 
Score: -336537.781250 Penalty: 1986.404419
	Iteration 0F: 2 clusters Score -336537.8 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 1477 members 
Entering Unmasked Estep 
Score: -333425.656250 Penalty: 3972.808838
	Iteration 0F: 3 clusters Score -333425.7 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -335206.843750 Penalty: 3972.808838
	Iteration 1F: 3 clusters Score -335206.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -337325.843750 Penalty: 3972.808838
	Iteration 2F: 3 clusters Score -337325.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -338511.187500 Penalty: 3972.808838
	Iteration 3F: 3 clusters Score -338511.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -339186.125000 Penalty: 3972.808838
	Iteration 4F: 3 clusters Score -339186.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -339666.343750 Penalty: 3972.808838
	Iteration 5F: 3 clusters Score -339666.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -340249.187500 Penalty: 3972.808838
	Iteration 6F: 3 clusters Score -340249.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -340799.218750 Penalty: 3972.808838
	Iteration 7Q: 3 clusters Score -340799.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -341343.312500 Penalty: 3972.808838
	Iteration 8Q: 3 clusters Score -341343.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -341750.187500 Penalty: 3972.808838
	Iteration 9Q: 3 clusters Score -341750.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -342240.093750 Penalty: 3972.808838
	Iteration 10Q: 3 clusters Score -342240.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -342778.781250 Penalty: 3972.808838
	Iteration 11Q: 3 clusters Score -342778.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -343458.031250 Penalty: 3972.808838
	Iteration 12Q: 3 clusters Score -343458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -344274.687500 Penalty: 3972.808838
	Iteration 13Q: 3 clusters Score -344274.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -344555.906250 Penalty: 3972.808838
	Iteration 14Q: 3 clusters Score -344555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -344562.437500 Penalty: 3972.808838
	Iteration 15Q: 3 clusters Score -344562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -344564.750000 Penalty: 3972.808838
	Iteration 16Q: 3 clusters Score -344564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -344564.750000 Penalty: 3972.808838
	Iteration 17F: 3 clusters Score -344564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 33885 members 
Mstep: Class 3 contains 55721 members 
Mstep: Class 4 contains 285864 members 
Mstep: Class 5 contains 37557 members 
Mstep: Class 6 contains 42765 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 99190 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 23995 members 
Mstep: Class 11 contains 37356 members 
Mstep: Class 12 contains 152842 members 
Mstep: Class 13 contains 130029 members 
Mstep: Class 14 contains 2539 members 
Mstep: Class 15 contains 2327 members 
Mstep: Class 16 contains 100898 members 
Mstep: Class 17 contains 23089 members 
Mstep: Class 18 contains 16167 members 
Mstep: Class 19 contains 69927 members 
Mstep: Class 20 contains 23096 members 
Mstep: Class 21 contains 2484 members 
Mstep: Class 22 contains 1160 members 
Mstep: Class 23 contains 11993 members 
Mstep: Class 24 contains 28230 members 
Mstep: Class 25 contains 683 members 
Entering Unmasked Estep 
Score: -157675120.000000 Penalty: 87116.515625
Splitting cluster 15 changes total score from -157660608.000000 to -157675120.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (100898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100898 members 
Entering Unmasked Estep 
Score: -12727866.000000 Penalty: 2857.422852
	Iteration 0F: 2 clusters Score -1.272787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -12660321.000000 Penalty: 5714.845703
	Iteration 0F: 3 clusters Score -1.266032e+07 nChanged 47839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -12687416.000000 Penalty: 5714.845703
	Iteration 1F: 3 clusters Score -1.268742e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -12688313.000000 Penalty: 5714.845703
	Iteration 2Q: 3 clusters Score -1.268831e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -12689436.000000 Penalty: 5714.845703
	Iteration 3Q: 3 clusters Score -1.268944e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -12691418.000000 Penalty: 5714.845703
	Iteration 4Q: 3 clusters Score -1.269142e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -12694321.000000 Penalty: 5714.845703
	Iteration 5F: 3 clusters Score -1.269432e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -12698754.000000 Penalty: 5714.845703
	Iteration 6F: 3 clusters Score -1.269875e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -12704955.000000 Penalty: 5714.845703
	Iteration 7F: 3 clusters Score -1.270496e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -12711864.000000 Penalty: 5714.845703
	Iteration 8F: 3 clusters Score -1.271186e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 92440 members 
Entering Unmasked Estep 
Score: -12717914.000000 Penalty: 5714.845703
	Iteration 9F: 3 clusters Score -1.271791e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 96756 members 
Entering Unmasked Estep 
Score: -12722127.000000 Penalty: 5714.845703
	Iteration 10Q: 3 clusters Score -1.272213e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 98923 members 
Entering Unmasked Estep 
Score: -12723985.000000 Penalty: 5714.845703
	Iteration 11Q: 3 clusters Score -1.272398e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
Score: -12724677.000000 Penalty: 5714.845703
	Iteration 12Q: 3 clusters Score -1.272468e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -12724990.000000 Penalty: 5714.845703
	Iteration 13Q: 3 clusters Score -1.272499e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -12725136.000000 Penalty: 5714.845703
	Iteration 14Q: 3 clusters Score -1.272514e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -12725223.000000 Penalty: 5714.845703
	Iteration 15Q: 3 clusters Score -1.272522e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 100438 members 
Entering Unmasked Estep 
Score: -12725281.000000 Penalty: 5714.845703
	Iteration 16Q: 3 clusters Score -1.272528e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 100466 members 
Entering Unmasked Estep 
Score: -12725306.000000 Penalty: 5714.845703
	Iteration 17Q: 3 clusters Score -1.272531e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 100476 members 
Entering Unmasked Estep 
Score: -12725306.000000 Penalty: 5714.845703
	Iteration 18Q: 3 clusters Score -1.272531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 100486 members 
Entering Unmasked Estep 
Score: -12725330.000000 Penalty: 5714.845703
	Iteration 19Q: 3 clusters Score -1.272533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 100492 members 
Entering Unmasked Estep 
Score: -12725349.000000 Penalty: 5714.845703
	Iteration 20F: 3 clusters Score -1.272535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -12725353.000000 Penalty: 5714.845703
	Iteration 21Q: 3 clusters Score -1.272535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 100498 members 
Entering Unmasked Estep 
Score: -12725360.000000 Penalty: 5714.845703
	Iteration 22Q: 3 clusters Score -1.272536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 100499 members 
Entering Unmasked Estep 
Score: -12725372.000000 Penalty: 5714.845703
	Iteration 23Q: 3 clusters Score -1.272537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -12725365.000000 Penalty: 5714.845703
	Iteration 24Q: 3 clusters Score -1.272536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -12725372.000000 Penalty: 5714.845703
	Iteration 25Q: 3 clusters Score -1.272537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -12725370.000000 Penalty: 5714.845703
	Iteration 26Q: 3 clusters Score -1.272537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -12725369.000000 Penalty: 5714.845703
	Iteration 27Q: 3 clusters Score -1.272537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -12725369.000000 Penalty: 5714.845703
	Iteration 28F: 3 clusters Score -1.272537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Entering Unmasked Estep 
Score: -2873391.500000 Penalty: 2491.683594
	Iteration 0F: 2 clusters Score -2873392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2857297.500000 Penalty: 4983.367188
	Iteration 0F: 3 clusters Score -2857298 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2862860.750000 Penalty: 4983.367188
	Iteration 1F: 3 clusters Score -2862861 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2863667.750000 Penalty: 4983.367188
	Iteration 2F: 3 clusters Score -2863668 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2864612.000000 Penalty: 4983.367188
	Iteration 3F: 3 clusters Score -2864612 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2865818.750000 Penalty: 4983.367188
	Iteration 4F: 3 clusters Score -2865819 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2867174.500000 Penalty: 4983.367188
	Iteration 5F: 3 clusters Score -2867174 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2868357.500000 Penalty: 4983.367188
	Iteration 6F: 3 clusters Score -2868358 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2869116.750000 Penalty: 4983.367188
	Iteration 7F: 3 clusters Score -2869117 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2869618.750000 Penalty: 4983.367188
	Iteration 8Q: 3 clusters Score -2869619 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2869959.000000 Penalty: 4983.367188
	Iteration 9Q: 3 clusters Score -2869959 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2870151.750000 Penalty: 4983.367188
	Iteration 10Q: 3 clusters Score -2870152 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2870314.500000 Penalty: 4983.367188
	Iteration 11Q: 3 clusters Score -2870314 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2870436.000000 Penalty: 4983.367188
	Iteration 12Q: 3 clusters Score -2870436 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2870529.250000 Penalty: 4983.367188
	Iteration 13Q: 3 clusters Score -2870529 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2870644.000000 Penalty: 4983.367188
	Iteration 14Q: 3 clusters Score -2870644 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2870722.000000 Penalty: 4983.367188
	Iteration 15Q: 3 clusters Score -2870722 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2870800.250000 Penalty: 4983.367188
	Iteration 16Q: 3 clusters Score -2870800 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2870868.750000 Penalty: 4983.367188
	Iteration 17Q: 3 clusters Score -2870869 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2870939.750000 Penalty: 4983.367188
	Iteration 18Q: 3 clusters Score -2870940 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2870969.000000 Penalty: 4983.367188
	Iteration 19Q: 3 clusters Score -2870969 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2871011.500000 Penalty: 4983.367188
	Iteration 20F: 3 clusters Score -2871012 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2871052.250000 Penalty: 4983.367188
	Iteration 21Q: 3 clusters Score -2871052 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2871087.000000 Penalty: 4983.367188
	Iteration 22Q: 3 clusters Score -2871087 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2871127.000000 Penalty: 4983.367188
	Iteration 23Q: 3 clusters Score -2871127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2871148.250000 Penalty: 4983.367188
	Iteration 24Q: 3 clusters Score -2871148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2871175.000000 Penalty: 4983.367188
	Iteration 25Q: 3 clusters Score -2871175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2871192.750000 Penalty: 4983.367188
	Iteration 26Q: 3 clusters Score -2871193 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2871221.750000 Penalty: 4983.367188
	Iteration 27Q: 3 clusters Score -2871222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2871235.500000 Penalty: 4983.367188
	Iteration 28Q: 3 clusters Score -2871236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2871253.750000 Penalty: 4983.367188
	Iteration 29Q: 3 clusters Score -2871254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -2871266.250000 Penalty: 4983.367188
	Iteration 30Q: 3 clusters Score -2871266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2871282.000000 Penalty: 4983.367188
	Iteration 31Q: 3 clusters Score -2871282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2871299.750000 Penalty: 4983.367188
	Iteration 32Q: 3 clusters Score -2871300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2871311.750000 Penalty: 4983.367188
	Iteration 33Q: 3 clusters Score -2871312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2871339.250000 Penalty: 4983.367188
	Iteration 34Q: 3 clusters Score -2871339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2871355.000000 Penalty: 4983.367188
	Iteration 35Q: 3 clusters Score -2871355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2871362.750000 Penalty: 4983.367188
	Iteration 36Q: 3 clusters Score -2871363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2871371.000000 Penalty: 4983.367188
	Iteration 37Q: 3 clusters Score -2871371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2871388.750000 Penalty: 4983.367188
	Iteration 38Q: 3 clusters Score -2871389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -2871386.500000 Penalty: 4983.367188
	Iteration 39Q: 3 clusters Score -2871386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2871400.750000 Penalty: 4983.367188
	Iteration 40F: 3 clusters Score -2871401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2871407.750000 Penalty: 4983.367188
	Iteration 41Q: 3 clusters Score -2871408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -2871413.500000 Penalty: 4983.367188
	Iteration 42Q: 3 clusters Score -2871414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2871418.750000 Penalty: 4983.367188
	Iteration 43Q: 3 clusters Score -2871419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2871417.500000 Penalty: 4983.367188
	Iteration 44Q: 3 clusters Score -2871418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2871419.750000 Penalty: 4983.367188
	Iteration 45Q: 3 clusters Score -2871420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2871421.500000 Penalty: 4983.367188
	Iteration 46Q: 3 clusters Score -2871422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2871425.000000 Penalty: 4983.367188
	Iteration 47Q: 3 clusters Score -2871425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2871426.000000 Penalty: 4983.367188
	Iteration 48Q: 3 clusters Score -2871426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2871428.000000 Penalty: 4983.367188
	Iteration 49Q: 3 clusters Score -2871428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2871427.250000 Penalty: 4983.367188
	Iteration 50Q: 3 clusters Score -2871427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2871427.000000 Penalty: 4983.367188
	Iteration 51Q: 3 clusters Score -2871427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2871427.000000 Penalty: 4983.367188
	Iteration 52F: 3 clusters Score -2871427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Entering Unmasked Estep 
Score: -1831169.000000 Penalty: 2403.300293
	Iteration 0F: 2 clusters Score -1831169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1819630.750000 Penalty: 4806.600586
	Iteration 0F: 3 clusters Score -1819631 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1823579.750000 Penalty: 4806.600586
	Iteration 1F: 3 clusters Score -1823580 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1824398.000000 Penalty: 4806.600586
	Iteration 2F: 3 clusters Score -1824398 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1825365.625000 Penalty: 4806.600586
	Iteration 3F: 3 clusters Score -1825366 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1826697.625000 Penalty: 4806.600586
	Iteration 4F: 3 clusters Score -1826698 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1828313.625000 Penalty: 4806.600586
	Iteration 5F: 3 clusters Score -1828314 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1829826.375000 Penalty: 4806.600586
	Iteration 6F: 3 clusters Score -1829826 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1830872.250000 Penalty: 4806.600586
	Iteration 7F: 3 clusters Score -1830872 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1831483.375000 Penalty: 4806.600586
	Iteration 8F: 3 clusters Score -1831483 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1831872.375000 Penalty: 4806.600586
	Iteration 9Q: 3 clusters Score -1831872 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1832176.125000 Penalty: 4806.600586
	Iteration 10Q: 3 clusters Score -1832176 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1832431.125000 Penalty: 4806.600586
	Iteration 11Q: 3 clusters Score -1832431 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1832697.000000 Penalty: 4806.600586
	Iteration 12Q: 3 clusters Score -1832697 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1832973.375000 Penalty: 4806.600586
	Iteration 13Q: 3 clusters Score -1832973 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1833276.375000 Penalty: 4806.600586
	Iteration 14Q: 3 clusters Score -1833276 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1833544.375000 Penalty: 4806.600586
	Iteration 15Q: 3 clusters Score -1833544 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1833755.750000 Penalty: 4806.600586
	Iteration 16Q: 3 clusters Score -1833756 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1833886.375000 Penalty: 4806.600586
	Iteration 17Q: 3 clusters Score -1833886 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1833941.125000 Penalty: 4806.600586
	Iteration 18Q: 3 clusters Score -1833941 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1833980.125000 Penalty: 4806.600586
	Iteration 19Q: 3 clusters Score -1833980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1833999.125000 Penalty: 4806.600586
	Iteration 20F: 3 clusters Score -1833999 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1834017.000000 Penalty: 4806.600586
	Iteration 21Q: 3 clusters Score -1834017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1834029.375000 Penalty: 4806.600586
	Iteration 22Q: 3 clusters Score -1834029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1834039.000000 Penalty: 4806.600586
	Iteration 23Q: 3 clusters Score -1834039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1834049.375000 Penalty: 4806.600586
	Iteration 24Q: 3 clusters Score -1834049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1834046.000000 Penalty: 4806.600586
	Iteration 25Q: 3 clusters Score -1834046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1834047.625000 Penalty: 4806.600586
	Iteration 26Q: 3 clusters Score -1834048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1834047.625000 Penalty: 4806.600586
	Iteration 27Q: 3 clusters Score -1834048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1834054.125000 Penalty: 4806.600586
	Iteration 28Q: 3 clusters Score -1834054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1834052.500000 Penalty: 4806.600586
	Iteration 29Q: 3 clusters Score -1834052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1834053.250000 Penalty: 4806.600586
	Iteration 30Q: 3 clusters Score -1834053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1834052.125000 Penalty: 4806.600586
	Iteration 31Q: 3 clusters Score -1834052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1834050.875000 Penalty: 4806.600586
	Iteration 32Q: 3 clusters Score -1834051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1834053.000000 Penalty: 4806.600586
	Iteration 33Q: 3 clusters Score -1834053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1834053.375000 Penalty: 4806.600586
	Iteration 34Q: 3 clusters Score -1834053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1834055.375000 Penalty: 4806.600586
	Iteration 35Q: 3 clusters Score -1834055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1834057.125000 Penalty: 4806.600586
	Iteration 36Q: 3 clusters Score -1834057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1834060.750000 Penalty: 4806.600586
	Iteration 37Q: 3 clusters Score -1834061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1834059.500000 Penalty: 4806.600586
	Iteration 38Q: 3 clusters Score -1834060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1834060.750000 Penalty: 4806.600586
	Iteration 39Q: 3 clusters Score -1834061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1834060.750000 Penalty: 4806.600586
	Iteration 40F: 3 clusters Score -1834061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 33885 members 
Mstep: Class 3 contains 55721 members 
Mstep: Class 4 contains 285864 members 
Mstep: Class 5 contains 37557 members 
Mstep: Class 6 contains 42765 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 99190 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 23995 members 
Mstep: Class 11 contains 37356 members 
Mstep: Class 12 contains 152842 members 
Mstep: Class 13 contains 130029 members 
Mstep: Class 14 contains 2539 members 
Mstep: Class 15 contains 2327 members 
Mstep: Class 16 contains 100898 members 
Mstep: Class 17 contains 23089 members 
Mstep: Class 18 contains 11691 members 
Mstep: Class 19 contains 69927 members 
Mstep: Class 20 contains 23096 members 
Mstep: Class 21 contains 2484 members 
Mstep: Class 22 contains 1160 members 
Mstep: Class 23 contains 11993 members 
Mstep: Class 24 contains 28230 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 4476 members 
Entering Unmasked Estep 
Score: -157677184.000000 Penalty: 90601.179688
Splitting cluster 18 changes total score from -157660608.000000 to -157677184.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (69927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Entering Unmasked Estep 
Score: -8915590.000000 Penalty: 2766.491211
	Iteration 0F: 2 clusters Score -8915590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -8868892.000000 Penalty: 5532.982422
	Iteration 0F: 3 clusters Score -8868892 nChanged 32746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -8887118.000000 Penalty: 5532.982422
	Iteration 1F: 3 clusters Score -8887118 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -8887941.000000 Penalty: 5532.982422
	Iteration 2Q: 3 clusters Score -8887941 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -8888801.000000 Penalty: 5532.982422
	Iteration 3Q: 3 clusters Score -8888801 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -8889607.000000 Penalty: 5532.982422
	Iteration 4Q: 3 clusters Score -8889607 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -8890491.000000 Penalty: 5532.982422
	Iteration 5Q: 3 clusters Score -8890491 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -8891354.000000 Penalty: 5532.982422
	Iteration 6Q: 3 clusters Score -8891354 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -8892080.000000 Penalty: 5532.982422
	Iteration 7Q: 3 clusters Score -8892080 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -8892763.000000 Penalty: 5532.982422
	Iteration 8Q: 3 clusters Score -8892763 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -8893474.000000 Penalty: 5532.982422
	Iteration 9Q: 3 clusters Score -8893474 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -8894065.000000 Penalty: 5532.982422
	Iteration 10Q: 3 clusters Score -8894065 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -8894763.000000 Penalty: 5532.982422
	Iteration 11Q: 3 clusters Score -8894763 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -8895578.000000 Penalty: 5532.982422
	Iteration 12Q: 3 clusters Score -8895578 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -8896395.000000 Penalty: 5532.982422
	Iteration 13Q: 3 clusters Score -8896395 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -8897345.000000 Penalty: 5532.982422
	Iteration 14Q: 3 clusters Score -8897345 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -8898453.000000 Penalty: 5532.982422
	Iteration 15Q: 3 clusters Score -8898453 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -8899673.000000 Penalty: 5532.982422
	Iteration 16Q: 3 clusters Score -8899673 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -8900691.000000 Penalty: 5532.982422
	Iteration 17Q: 3 clusters Score -8900691 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -8901429.000000 Penalty: 5532.982422
	Iteration 18Q: 3 clusters Score -8901429 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -8901987.000000 Penalty: 5532.982422
	Iteration 19Q: 3 clusters Score -8901987 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -8902315.000000 Penalty: 5532.982422
	Iteration 20F: 3 clusters Score -8902315 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -8902473.000000 Penalty: 5532.982422
	Iteration 21Q: 3 clusters Score -8902473 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -8902591.000000 Penalty: 5532.982422
	Iteration 22Q: 3 clusters Score -8902591 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -8902657.000000 Penalty: 5532.982422
	Iteration 23Q: 3 clusters Score -8902657 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -8902713.000000 Penalty: 5532.982422
	Iteration 24Q: 3 clusters Score -8902713 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -8902805.000000 Penalty: 5532.982422
	Iteration 25Q: 3 clusters Score -8902805 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -8902893.000000 Penalty: 5532.982422
	Iteration 26Q: 3 clusters Score -8902893 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -8902976.000000 Penalty: 5532.982422
	Iteration 27Q: 3 clusters Score -8902976 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -8903076.000000 Penalty: 5532.982422
	Iteration 28Q: 3 clusters Score -8903076 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -8903179.000000 Penalty: 5532.982422
	Iteration 29Q: 3 clusters Score -8903179 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -8903195.000000 Penalty: 5532.982422
	Iteration 30Q: 3 clusters Score -8903195 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -8903196.000000 Penalty: 5532.982422
	Iteration 31Q: 3 clusters Score -8903196 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -8903272.000000 Penalty: 5532.982422
	Iteration 32Q: 3 clusters Score -8903272 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -8903370.000000 Penalty: 5532.982422
	Iteration 33Q: 3 clusters Score -8903370 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -8903494.000000 Penalty: 5532.982422
	Iteration 34Q: 3 clusters Score -8903494 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -8903565.000000 Penalty: 5532.982422
	Iteration 35Q: 3 clusters Score -8903565 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -8903656.000000 Penalty: 5532.982422
	Iteration 36Q: 3 clusters Score -8903656 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -8903726.000000 Penalty: 5532.982422
	Iteration 37Q: 3 clusters Score -8903726 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -8903787.000000 Penalty: 5532.982422
	Iteration 38Q: 3 clusters Score -8903787 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -8903871.000000 Penalty: 5532.982422
	Iteration 39Q: 3 clusters Score -8903871 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -8903947.000000 Penalty: 5532.982422
	Iteration 40F: 3 clusters Score -8903947 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -8904017.000000 Penalty: 5532.982422
	Iteration 41Q: 3 clusters Score -8904017 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -8904108.000000 Penalty: 5532.982422
	Iteration 42Q: 3 clusters Score -8904108 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -8904182.000000 Penalty: 5532.982422
	Iteration 43Q: 3 clusters Score -8904182 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -8904263.000000 Penalty: 5532.982422
	Iteration 44Q: 3 clusters Score -8904263 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -8904350.000000 Penalty: 5532.982422
	Iteration 45Q: 3 clusters Score -8904350 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -8904428.000000 Penalty: 5532.982422
	Iteration 46Q: 3 clusters Score -8904428 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -8904540.000000 Penalty: 5532.982422
	Iteration 47Q: 3 clusters Score -8904540 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -8904675.000000 Penalty: 5532.982422
	Iteration 48Q: 3 clusters Score -8904675 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -8904808.000000 Penalty: 5532.982422
	Iteration 49Q: 3 clusters Score -8904808 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -8904896.000000 Penalty: 5532.982422
	Iteration 50Q: 3 clusters Score -8904896 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -8905014.000000 Penalty: 5532.982422
	Iteration 51Q: 3 clusters Score -8905014 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -8905126.000000 Penalty: 5532.982422
	Iteration 52Q: 3 clusters Score -8905126 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -8905218.000000 Penalty: 5532.982422
	Iteration 53Q: 3 clusters Score -8905218 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -8905278.000000 Penalty: 5532.982422
	Iteration 54Q: 3 clusters Score -8905278 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -8905331.000000 Penalty: 5532.982422
	Iteration 55Q: 3 clusters Score -8905331 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -8905393.000000 Penalty: 5532.982422
	Iteration 56Q: 3 clusters Score -8905393 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -8905448.000000 Penalty: 5532.982422
	Iteration 57Q: 3 clusters Score -8905448 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -8905467.000000 Penalty: 5532.982422
	Iteration 58Q: 3 clusters Score -8905467 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -8905493.000000 Penalty: 5532.982422
	Iteration 59Q: 3 clusters Score -8905493 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8905517.000000 Penalty: 5532.982422
	Iteration 60F: 3 clusters Score -8905517 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -8905546.000000 Penalty: 5532.982422
	Iteration 61Q: 3 clusters Score -8905546 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -8905581.000000 Penalty: 5532.982422
	Iteration 62Q: 3 clusters Score -8905581 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -8905623.000000 Penalty: 5532.982422
	Iteration 63Q: 3 clusters Score -8905623 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -8905630.000000 Penalty: 5532.982422
	Iteration 64Q: 3 clusters Score -8905630 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -8905678.000000 Penalty: 5532.982422
	Iteration 65Q: 3 clusters Score -8905678 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -8905701.000000 Penalty: 5532.982422
	Iteration 66Q: 3 clusters Score -8905701 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -8905728.000000 Penalty: 5532.982422
	Iteration 67Q: 3 clusters Score -8905728 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -8905758.000000 Penalty: 5532.982422
	Iteration 68Q: 3 clusters Score -8905758 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -8905778.000000 Penalty: 5532.982422
	Iteration 69Q: 3 clusters Score -8905778 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -8905789.000000 Penalty: 5532.982422
	Iteration 70Q: 3 clusters Score -8905789 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -8905851.000000 Penalty: 5532.982422
	Iteration 71Q: 3 clusters Score -8905851 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -8905905.000000 Penalty: 5532.982422
	Iteration 72Q: 3 clusters Score -8905905 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -8905931.000000 Penalty: 5532.982422
	Iteration 73Q: 3 clusters Score -8905931 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -8905970.000000 Penalty: 5532.982422
	Iteration 74Q: 3 clusters Score -8905970 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -8905999.000000 Penalty: 5532.982422
	Iteration 75Q: 3 clusters Score -8905999 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -8906077.000000 Penalty: 5532.982422
	Iteration 76Q: 3 clusters Score -8906077 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -8906078.000000 Penalty: 5532.982422
	Iteration 77Q: 3 clusters Score -8906078 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -8906113.000000 Penalty: 5532.982422
	Iteration 78Q: 3 clusters Score -8906113 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -8906161.000000 Penalty: 5532.982422
	Iteration 79Q: 3 clusters Score -8906161 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -8906220.000000 Penalty: 5532.982422
	Iteration 80F: 3 clusters Score -8906220 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -8906270.000000 Penalty: 5532.982422
	Iteration 81Q: 3 clusters Score -8906270 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -8906329.000000 Penalty: 5532.982422
	Iteration 82Q: 3 clusters Score -8906329 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -8906355.000000 Penalty: 5532.982422
	Iteration 83Q: 3 clusters Score -8906355 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -8906400.000000 Penalty: 5532.982422
	Iteration 84Q: 3 clusters Score -8906400 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -8906422.000000 Penalty: 5532.982422
	Iteration 85Q: 3 clusters Score -8906422 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -8906441.000000 Penalty: 5532.982422
	Iteration 86Q: 3 clusters Score -8906441 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -8906466.000000 Penalty: 5532.982422
	Iteration 87Q: 3 clusters Score -8906466 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -8906494.000000 Penalty: 5532.982422
	Iteration 88Q: 3 clusters Score -8906494 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -8906578.000000 Penalty: 5532.982422
	Iteration 89Q: 3 clusters Score -8906578 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -8906686.000000 Penalty: 5532.982422
	Iteration 90Q: 3 clusters Score -8906686 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -8906738.000000 Penalty: 5532.982422
	Iteration 91Q: 3 clusters Score -8906738 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -8906806.000000 Penalty: 5532.982422
	Iteration 92Q: 3 clusters Score -8906806 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -8906868.000000 Penalty: 5532.982422
	Iteration 93Q: 3 clusters Score -8906868 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -8906930.000000 Penalty: 5532.982422
	Iteration 94Q: 3 clusters Score -8906930 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -8906988.000000 Penalty: 5532.982422
	Iteration 95Q: 3 clusters Score -8906988 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -8907090.000000 Penalty: 5532.982422
	Iteration 96Q: 3 clusters Score -8907090 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -8907180.000000 Penalty: 5532.982422
	Iteration 97Q: 3 clusters Score -8907180 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -8907269.000000 Penalty: 5532.982422
	Iteration 98Q: 3 clusters Score -8907269 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -8907408.000000 Penalty: 5532.982422
	Iteration 99Q: 3 clusters Score -8907408 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -8907519.000000 Penalty: 5532.982422
	Iteration 100F: 3 clusters Score -8907519 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -8907639.000000 Penalty: 5532.982422
	Iteration 101Q: 3 clusters Score -8907639 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -8907828.000000 Penalty: 5532.982422
	Iteration 102Q: 3 clusters Score -8907828 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -8908039.000000 Penalty: 5532.982422
	Iteration 103Q: 3 clusters Score -8908039 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -8908274.000000 Penalty: 5532.982422
	Iteration 104Q: 3 clusters Score -8908274 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -8908511.000000 Penalty: 5532.982422
	Iteration 105Q: 3 clusters Score -8908511 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -8908742.000000 Penalty: 5532.982422
	Iteration 106Q: 3 clusters Score -8908742 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -8909112.000000 Penalty: 5532.982422
	Iteration 107Q: 3 clusters Score -8909112 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -8909515.000000 Penalty: 5532.982422
	Iteration 108Q: 3 clusters Score -8909515 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -8909897.000000 Penalty: 5532.982422
	Iteration 109Q: 3 clusters Score -8909897 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -8910390.000000 Penalty: 5532.982422
	Iteration 110Q: 3 clusters Score -8910390 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -8910842.000000 Penalty: 5532.982422
	Iteration 111Q: 3 clusters Score -8910842 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -8911282.000000 Penalty: 5532.982422
	Iteration 112Q: 3 clusters Score -8911282 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -8911663.000000 Penalty: 5532.982422
	Iteration 113Q: 3 clusters Score -8911663 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -8911956.000000 Penalty: 5532.982422
	Iteration 114Q: 3 clusters Score -8911956 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -8912256.000000 Penalty: 5532.982422
	Iteration 115Q: 3 clusters Score -8912256 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -8912471.000000 Penalty: 5532.982422
	Iteration 116Q: 3 clusters Score -8912471 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -8912644.000000 Penalty: 5532.982422
	Iteration 117Q: 3 clusters Score -8912644 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -8912774.000000 Penalty: 5532.982422
	Iteration 118Q: 3 clusters Score -8912774 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -8912876.000000 Penalty: 5532.982422
	Iteration 119Q: 3 clusters Score -8912876 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -8912937.000000 Penalty: 5532.982422
	Iteration 120F: 3 clusters Score -8912937 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 69040 members 
Entering Unmasked Estep 
Score: -8912983.000000 Penalty: 5532.982422
	Iteration 121Q: 3 clusters Score -8912983 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
Score: -8913008.000000 Penalty: 5532.982422
	Iteration 122Q: 3 clusters Score -8913008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -8913038.000000 Penalty: 5532.982422
	Iteration 123Q: 3 clusters Score -8913038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -8913076.000000 Penalty: 5532.982422
	Iteration 124Q: 3 clusters Score -8913076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -8913076.000000 Penalty: 5532.982422
	Iteration 125Q: 3 clusters Score -8913076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -8913102.000000 Penalty: 5532.982422
	Iteration 126Q: 3 clusters Score -8913102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -8913121.000000 Penalty: 5532.982422
	Iteration 127Q: 3 clusters Score -8913121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -8913127.000000 Penalty: 5532.982422
	Iteration 128Q: 3 clusters Score -8913127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -8913132.000000 Penalty: 5532.982422
	Iteration 129Q: 3 clusters Score -8913132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -8913147.000000 Penalty: 5532.982422
	Iteration 130Q: 3 clusters Score -8913147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -8913160.000000 Penalty: 5532.982422
	Iteration 131Q: 3 clusters Score -8913160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -8913178.000000 Penalty: 5532.982422
	Iteration 132Q: 3 clusters Score -8913178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -8913185.000000 Penalty: 5532.982422
	Iteration 133Q: 3 clusters Score -8913185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -8913203.000000 Penalty: 5532.982422
	Iteration 134Q: 3 clusters Score -8913203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -8913212.000000 Penalty: 5532.982422
	Iteration 135Q: 3 clusters Score -8913212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -8913223.000000 Penalty: 5532.982422
	Iteration 136Q: 3 clusters Score -8913223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -8913216.000000 Penalty: 5532.982422
	Iteration 137Q: 3 clusters Score -8913216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -8913216.000000 Penalty: 5532.982422
	Iteration 138Q: 3 clusters Score -8913216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -8913216.000000 Penalty: 5532.982422
	Iteration 139F: 3 clusters Score -8913216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Entering Unmasked Estep 
Score: -2933557.500000 Penalty: 2491.758789
	Iteration 0F: 2 clusters Score -2933558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2917461.750000 Penalty: 4983.517578
	Iteration 0F: 3 clusters Score -2917462 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2922967.750000 Penalty: 4983.517578
	Iteration 1F: 3 clusters Score -2922968 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2923330.250000 Penalty: 4983.517578
	Iteration 2F: 3 clusters Score -2923330 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2923650.250000 Penalty: 4983.517578
	Iteration 3Q: 3 clusters Score -2923650 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2923926.500000 Penalty: 4983.517578
	Iteration 4Q: 3 clusters Score -2923926 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2924205.250000 Penalty: 4983.517578
	Iteration 5Q: 3 clusters Score -2924205 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2924494.000000 Penalty: 4983.517578
	Iteration 6Q: 3 clusters Score -2924494 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2924861.750000 Penalty: 4983.517578
	Iteration 7Q: 3 clusters Score -2924862 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2925380.500000 Penalty: 4983.517578
	Iteration 8Q: 3 clusters Score -2925380 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2926202.250000 Penalty: 4983.517578
	Iteration 9F: 3 clusters Score -2926202 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2927375.500000 Penalty: 4983.517578
	Iteration 10F: 3 clusters Score -2927376 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2928747.250000 Penalty: 4983.517578
	Iteration 11F: 3 clusters Score -2928747 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2929936.250000 Penalty: 4983.517578
	Iteration 12F: 3 clusters Score -2929936 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2930744.750000 Penalty: 4983.517578
	Iteration 13Q: 3 clusters Score -2930745 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2931276.250000 Penalty: 4983.517578
	Iteration 14Q: 3 clusters Score -2931276 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2931613.250000 Penalty: 4983.517578
	Iteration 15Q: 3 clusters Score -2931613 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2931834.500000 Penalty: 4983.517578
	Iteration 16Q: 3 clusters Score -2931834 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2931945.750000 Penalty: 4983.517578
	Iteration 17Q: 3 clusters Score -2931946 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2932023.500000 Penalty: 4983.517578
	Iteration 18Q: 3 clusters Score -2932024 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2932069.500000 Penalty: 4983.517578
	Iteration 19Q: 3 clusters Score -2932070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2932086.000000 Penalty: 4983.517578
	Iteration 20F: 3 clusters Score -2932086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2932100.500000 Penalty: 4983.517578
	Iteration 21Q: 3 clusters Score -2932100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2932100.250000 Penalty: 4983.517578
	Iteration 22Q: 3 clusters Score -2932100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2932112.250000 Penalty: 4983.517578
	Iteration 23Q: 3 clusters Score -2932112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2932113.000000 Penalty: 4983.517578
	Iteration 24Q: 3 clusters Score -2932113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2932120.750000 Penalty: 4983.517578
	Iteration 25Q: 3 clusters Score -2932121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2932120.750000 Penalty: 4983.517578
	Iteration 26Q: 3 clusters Score -2932121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2932124.750000 Penalty: 4983.517578
	Iteration 27Q: 3 clusters Score -2932125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2932128.000000 Penalty: 4983.517578
	Iteration 28Q: 3 clusters Score -2932128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2932139.250000 Penalty: 4983.517578
	Iteration 29Q: 3 clusters Score -2932139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2932136.500000 Penalty: 4983.517578
	Iteration 30Q: 3 clusters Score -2932136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2932139.000000 Penalty: 4983.517578
	Iteration 31Q: 3 clusters Score -2932139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2932143.000000 Penalty: 4983.517578
	Iteration 32Q: 3 clusters Score -2932143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2932141.750000 Penalty: 4983.517578
	Iteration 33Q: 3 clusters Score -2932142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2932141.750000 Penalty: 4983.517578
	Iteration 34F: 3 clusters Score -2932142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 33885 members 
Mstep: Class 3 contains 55721 members 
Mstep: Class 4 contains 285864 members 
Mstep: Class 5 contains 37557 members 
Mstep: Class 6 contains 42765 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 23995 members 
Mstep: Class 11 contains 37356 members 
Mstep: Class 12 contains 152842 members 
Mstep: Class 13 contains 130029 members 
Mstep: Class 14 contains 2539 members 
Mstep: Class 15 contains 2327 members 
Mstep: Class 16 contains 100898 members 
Mstep: Class 17 contains 23089 members 
Mstep: Class 18 contains 11691 members 
Mstep: Class 19 contains 69927 members 
Mstep: Class 20 contains 23096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157691616.000000 Penalty: 90601.179688
Iteration 39Q: 27 clusters Score -1.576916e+08 nChanged 30168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 83387 members 
Mstep: Class 2 contains 33591 members 
Mstep: Class 3 contains 55639 members 
Mstep: Class 4 contains 284221 members 
Mstep: Class 5 contains 39287 members 
Mstep: Class 6 contains 43102 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 99533 members 
Mstep: Class 9 contains 1019 members 
Mstep: Class 10 contains 23656 members 
Mstep: Class 11 contains 37222 members 
Mstep: Class 12 contains 149727 members 
Mstep: Class 13 contains 129462 members 
Mstep: Class 14 contains 3070 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 101690 members 
Mstep: Class 17 contains 23366 members 
Mstep: Class 18 contains 13408 members 
Mstep: Class 19 contains 69852 members 
Mstep: Class 20 contains 23000 members 
Mstep: Class 21 contains 2470 members 
Mstep: Class 22 contains 1165 members 
Mstep: Class 23 contains 11473 members 
Mstep: Class 24 contains 26005 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 4144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700512.000000 Penalty: 90601.179688
Iteration 40F: 27 clusters Score -1.577005e+08 nChanged 20116
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 33272 members 
Mstep: Class 3 contains 55491 members 
Mstep: Class 4 contains 283673 members 
Mstep: Class 5 contains 40216 members 
Mstep: Class 6 contains 43151 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 100293 members 
Mstep: Class 9 contains 1146 members 
Mstep: Class 10 contains 23206 members 
Mstep: Class 11 contains 37658 members 
Mstep: Class 12 contains 147371 members 
Mstep: Class 13 contains 128632 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 101579 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 14580 members 
Mstep: Class 19 contains 69619 members 
Mstep: Class 20 contains 22837 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 11918 members 
Mstep: Class 24 contains 25797 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703968.000000 Penalty: 90601.179688
Iteration 41Q: 27 clusters Score -1.57704e+08 nChanged 14344
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 33044 members 
Mstep: Class 3 contains 55341 members 
Mstep: Class 4 contains 283298 members 
Mstep: Class 5 contains 40876 members 
Mstep: Class 6 contains 43344 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 101074 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 22927 members 
Mstep: Class 11 contains 38019 members 
Mstep: Class 12 contains 145648 members 
Mstep: Class 13 contains 127977 members 
Mstep: Class 14 contains 3534 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 101500 members 
Mstep: Class 17 contains 23357 members 
Mstep: Class 18 contains 15550 members 
Mstep: Class 19 contains 69393 members 
Mstep: Class 20 contains 22703 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 12172 members 
Mstep: Class 24 contains 25445 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705264.000000 Penalty: 90601.179688
Iteration 42Q: 27 clusters Score -1.577053e+08 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85274 members 
Mstep: Class 2 contains 32856 members 
Mstep: Class 3 contains 55181 members 
Mstep: Class 4 contains 283135 members 
Mstep: Class 5 contains 41382 members 
Mstep: Class 6 contains 43521 members 
Mstep: Class 7 contains 2761 members 
Mstep: Class 8 contains 101794 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 22716 members 
Mstep: Class 11 contains 38301 members 
Mstep: Class 12 contains 144246 members 
Mstep: Class 13 contains 127435 members 
Mstep: Class 14 contains 3722 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 101446 members 
Mstep: Class 17 contains 23376 members 
Mstep: Class 18 contains 16357 members 
Mstep: Class 19 contains 69234 members 
Mstep: Class 20 contains 22591 members 
Mstep: Class 21 contains 2658 members 
Mstep: Class 22 contains 1557 members 
Mstep: Class 23 contains 12356 members 
Mstep: Class 24 contains 25072 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705776.000000 Penalty: 90601.179688
Iteration 43Q: 27 clusters Score -1.577058e+08 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85392 members 
Mstep: Class 2 contains 32697 members 
Mstep: Class 3 contains 55044 members 
Mstep: Class 4 contains 283090 members 
Mstep: Class 5 contains 41744 members 
Mstep: Class 6 contains 43716 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 102450 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 22554 members 
Mstep: Class 11 contains 38535 members 
Mstep: Class 12 contains 143134 members 
Mstep: Class 13 contains 127017 members 
Mstep: Class 14 contains 3891 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 101399 members 
Mstep: Class 17 contains 23394 members 
Mstep: Class 18 contains 17000 members 
Mstep: Class 19 contains 69123 members 
Mstep: Class 20 contains 22482 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 22 contains 1621 members 
Mstep: Class 23 contains 12494 members 
Mstep: Class 24 contains 24668 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706304.000000 Penalty: 90601.179688
Iteration 44Q: 27 clusters Score -1.577063e+08 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85478 members 
Mstep: Class 2 contains 32556 members 
Mstep: Class 3 contains 54964 members 
Mstep: Class 4 contains 283022 members 
Mstep: Class 5 contains 42025 members 
Mstep: Class 6 contains 43913 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 8 contains 103045 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 22412 members 
Mstep: Class 11 contains 38699 members 
Mstep: Class 12 contains 142288 members 
Mstep: Class 13 contains 126628 members 
Mstep: Class 14 contains 4024 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 101329 members 
Mstep: Class 17 contains 23416 members 
Mstep: Class 18 contains 17523 members 
Mstep: Class 19 contains 68980 members 
Mstep: Class 20 contains 22422 members 
Mstep: Class 21 contains 2793 members 
Mstep: Class 22 contains 1688 members 
Mstep: Class 23 contains 12611 members 
Mstep: Class 24 contains 24314 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706640.000000 Penalty: 90601.179688
Iteration 45Q: 27 clusters Score -1.577066e+08 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 32424 members 
Mstep: Class 3 contains 54885 members 
Mstep: Class 4 contains 282915 members 
Mstep: Class 5 contains 42278 members 
Mstep: Class 6 contains 44092 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 103549 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 22295 members 
Mstep: Class 11 contains 38872 members 
Mstep: Class 12 contains 141596 members 
Mstep: Class 13 contains 126309 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 101253 members 
Mstep: Class 17 contains 23441 members 
Mstep: Class 18 contains 17990 members 
Mstep: Class 19 contains 68871 members 
Mstep: Class 20 contains 22377 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 1741 members 
Mstep: Class 23 contains 12718 members 
Mstep: Class 24 contains 23967 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706944.000000 Penalty: 90601.179688
Iteration 46Q: 27 clusters Score -1.577069e+08 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 32327 members 
Mstep: Class 3 contains 54822 members 
Mstep: Class 4 contains 282836 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 44283 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 8 contains 103972 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 22180 members 
Mstep: Class 11 contains 39019 members 
Mstep: Class 12 contains 140936 members 
Mstep: Class 13 contains 126121 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 101215 members 
Mstep: Class 17 contains 23470 members 
Mstep: Class 18 contains 18440 members 
Mstep: Class 19 contains 68783 members 
Mstep: Class 20 contains 22328 members 
Mstep: Class 21 contains 2904 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 12789 members 
Mstep: Class 24 contains 23594 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707376.000000 Penalty: 90601.179688
Iteration 47Q: 27 clusters Score -1.577074e+08 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 32230 members 
Mstep: Class 3 contains 54770 members 
Mstep: Class 4 contains 282805 members 
Mstep: Class 5 contains 42623 members 
Mstep: Class 6 contains 44494 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 104348 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 22095 members 
Mstep: Class 11 contains 39146 members 
Mstep: Class 12 contains 140357 members 
Mstep: Class 13 contains 125959 members 
Mstep: Class 14 contains 4300 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 101160 members 
Mstep: Class 17 contains 23502 members 
Mstep: Class 18 contains 18859 members 
Mstep: Class 19 contains 68695 members 
Mstep: Class 20 contains 22286 members 
Mstep: Class 21 contains 2965 members 
Mstep: Class 22 contains 1820 members 
Mstep: Class 23 contains 12853 members 
Mstep: Class 24 contains 23197 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707792.000000 Penalty: 90601.179688
Iteration 48Q: 27 clusters Score -1.577078e+08 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 32127 members 
Mstep: Class 3 contains 54734 members 
Mstep: Class 4 contains 282781 members 
Mstep: Class 5 contains 42771 members 
Mstep: Class 6 contains 44661 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 104662 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 22027 members 
Mstep: Class 11 contains 39244 members 
Mstep: Class 12 contains 139879 members 
Mstep: Class 13 contains 125822 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 2358 members 
Mstep: Class 16 contains 101114 members 
Mstep: Class 17 contains 23530 members 
Mstep: Class 18 contains 19245 members 
Mstep: Class 19 contains 68605 members 
Mstep: Class 20 contains 22272 members 
Mstep: Class 21 contains 3014 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 12916 members 
Mstep: Class 24 contains 22837 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707824.000000 Penalty: 90601.179688
Iteration 49Q: 27 clusters Score -1.577078e+08 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 32037 members 
Mstep: Class 3 contains 54700 members 
Mstep: Class 4 contains 282766 members 
Mstep: Class 5 contains 42878 members 
Mstep: Class 6 contains 44842 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 104928 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 21965 members 
Mstep: Class 11 contains 39342 members 
Mstep: Class 12 contains 139502 members 
Mstep: Class 13 contains 125722 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 2358 members 
Mstep: Class 16 contains 101083 members 
Mstep: Class 17 contains 23549 members 
Mstep: Class 18 contains 19616 members 
Mstep: Class 19 contains 68527 members 
Mstep: Class 20 contains 22234 members 
Mstep: Class 21 contains 3055 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 12955 members 
Mstep: Class 24 contains 22476 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708464.000000 Penalty: 90601.179688
Iteration 50Q: 27 clusters Score -1.577085e+08 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 31958 members 
Mstep: Class 3 contains 54674 members 
Mstep: Class 4 contains 282727 members 
Mstep: Class 5 contains 42970 members 
Mstep: Class 6 contains 45018 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 105159 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 21923 members 
Mstep: Class 11 contains 39400 members 
Mstep: Class 12 contains 139178 members 
Mstep: Class 13 contains 125633 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2358 members 
Mstep: Class 16 contains 101046 members 
Mstep: Class 17 contains 23559 members 
Mstep: Class 18 contains 19933 members 
Mstep: Class 19 contains 68468 members 
Mstep: Class 20 contains 22218 members 
Mstep: Class 21 contains 3101 members 
Mstep: Class 22 contains 1885 members 
Mstep: Class 23 contains 12990 members 
Mstep: Class 24 contains 22126 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708240.000000 Penalty: 90601.179688
Iteration 51Q: 27 clusters Score -1.577082e+08 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85506 members 
Mstep: Class 2 contains 31890 members 
Mstep: Class 3 contains 54654 members 
Mstep: Class 4 contains 282709 members 
Mstep: Class 5 contains 43039 members 
Mstep: Class 6 contains 45185 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 105368 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 21872 members 
Mstep: Class 11 contains 39444 members 
Mstep: Class 12 contains 138951 members 
Mstep: Class 13 contains 125552 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 101006 members 
Mstep: Class 17 contains 23566 members 
Mstep: Class 18 contains 20237 members 
Mstep: Class 19 contains 68413 members 
Mstep: Class 20 contains 22194 members 
Mstep: Class 21 contains 3147 members 
Mstep: Class 22 contains 1910 members 
Mstep: Class 23 contains 13013 members 
Mstep: Class 24 contains 21773 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708640.000000 Penalty: 90601.179688
Iteration 52Q: 27 clusters Score -1.577086e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85466 members 
Mstep: Class 2 contains 31843 members 
Mstep: Class 3 contains 54633 members 
Mstep: Class 4 contains 282736 members 
Mstep: Class 5 contains 43062 members 
Mstep: Class 6 contains 45361 members 
Mstep: Class 7 contains 2663 members 
Mstep: Class 8 contains 105524 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 21825 members 
Mstep: Class 11 contains 39489 members 
Mstep: Class 12 contains 138733 members 
Mstep: Class 13 contains 125478 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 100964 members 
Mstep: Class 17 contains 23578 members 
Mstep: Class 18 contains 20519 members 
Mstep: Class 19 contains 68364 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 3200 members 
Mstep: Class 22 contains 1932 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 21422 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708992.000000 Penalty: 90601.179688
Iteration 53Q: 27 clusters Score -1.57709e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85440 members 
Mstep: Class 2 contains 31806 members 
Mstep: Class 3 contains 54625 members 
Mstep: Class 4 contains 282722 members 
Mstep: Class 5 contains 43091 members 
Mstep: Class 6 contains 45489 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 8 contains 105684 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 21785 members 
Mstep: Class 11 contains 39542 members 
Mstep: Class 12 contains 138582 members 
Mstep: Class 13 contains 125410 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 100922 members 
Mstep: Class 17 contains 23585 members 
Mstep: Class 18 contains 20787 members 
Mstep: Class 19 contains 68311 members 
Mstep: Class 20 contains 22140 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 1955 members 
Mstep: Class 23 contains 13087 members 
Mstep: Class 24 contains 21088 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709408.000000 Penalty: 90601.179688
Iteration 54Q: 27 clusters Score -1.577094e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85408 members 
Mstep: Class 2 contains 31771 members 
Mstep: Class 3 contains 54614 members 
Mstep: Class 4 contains 282769 members 
Mstep: Class 5 contains 43111 members 
Mstep: Class 6 contains 45599 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 105824 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 21753 members 
Mstep: Class 11 contains 39571 members 
Mstep: Class 12 contains 138428 members 
Mstep: Class 13 contains 125341 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 100879 members 
Mstep: Class 17 contains 23593 members 
Mstep: Class 18 contains 21065 members 
Mstep: Class 19 contains 68265 members 
Mstep: Class 20 contains 22118 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 13128 members 
Mstep: Class 24 contains 20782 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709920.000000 Penalty: 90601.179688
Iteration 55Q: 27 clusters Score -1.577099e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 31744 members 
Mstep: Class 3 contains 54602 members 
Mstep: Class 4 contains 282805 members 
Mstep: Class 5 contains 43138 members 
Mstep: Class 6 contains 45689 members 
Mstep: Class 7 contains 2643 members 
Mstep: Class 8 contains 105946 members 
Mstep: Class 9 contains 1204 members 
Mstep: Class 10 contains 21712 members 
Mstep: Class 11 contains 39601 members 
Mstep: Class 12 contains 138276 members 
Mstep: Class 13 contains 125275 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 100835 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 21359 members 
Mstep: Class 19 contains 68238 members 
Mstep: Class 20 contains 22098 members 
Mstep: Class 21 contains 3299 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 13175 members 
Mstep: Class 24 contains 20475 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710272.000000 Penalty: 90601.179688
Iteration 56Q: 27 clusters Score -1.577103e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 31723 members 
Mstep: Class 3 contains 54588 members 
Mstep: Class 4 contains 282817 members 
Mstep: Class 5 contains 43164 members 
Mstep: Class 6 contains 45769 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 106054 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 21666 members 
Mstep: Class 11 contains 39607 members 
Mstep: Class 12 contains 138161 members 
Mstep: Class 13 contains 125250 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 100802 members 
Mstep: Class 17 contains 23588 members 
Mstep: Class 18 contains 21621 members 
Mstep: Class 19 contains 68205 members 
Mstep: Class 20 contains 22073 members 
Mstep: Class 21 contains 3323 members 
Mstep: Class 22 contains 2003 members 
Mstep: Class 23 contains 13228 members 
Mstep: Class 24 contains 20223 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709840.000000 Penalty: 90601.179688
Iteration 57Q: 27 clusters Score -1.577098e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 31702 members 
Mstep: Class 3 contains 54566 members 
Mstep: Class 4 contains 282823 members 
Mstep: Class 5 contains 43178 members 
Mstep: Class 6 contains 45855 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 106155 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 21634 members 
Mstep: Class 11 contains 39617 members 
Mstep: Class 12 contains 138057 members 
Mstep: Class 13 contains 125240 members 
Mstep: Class 14 contains 4945 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 100762 members 
Mstep: Class 17 contains 23586 members 
Mstep: Class 18 contains 21890 members 
Mstep: Class 19 contains 68173 members 
Mstep: Class 20 contains 22058 members 
Mstep: Class 21 contains 3347 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 13270 members 
Mstep: Class 24 contains 19956 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 4635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710320.000000 Penalty: 90601.179688
Iteration 58Q: 27 clusters Score -1.577103e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 31676 members 
Mstep: Class 3 contains 54549 members 
Mstep: Class 4 contains 282859 members 
Mstep: Class 5 contains 43187 members 
Mstep: Class 6 contains 45946 members 
Mstep: Class 7 contains 2630 members 
Mstep: Class 8 contains 106232 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 21605 members 
Mstep: Class 11 contains 39628 members 
Mstep: Class 12 contains 137934 members 
Mstep: Class 13 contains 125228 members 
Mstep: Class 14 contains 4991 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 100730 members 
Mstep: Class 17 contains 23583 members 
Mstep: Class 18 contains 22139 members 
Mstep: Class 19 contains 68149 members 
Mstep: Class 20 contains 22050 members 
Mstep: Class 21 contains 3368 members 
Mstep: Class 22 contains 2026 members 
Mstep: Class 23 contains 13302 members 
Mstep: Class 24 contains 19696 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710496.000000 Penalty: 90601.179688
Iteration 59Q: 27 clusters Score -1.577105e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 31652 members 
Mstep: Class 3 contains 54535 members 
Mstep: Class 4 contains 282851 members 
Mstep: Class 5 contains 43193 members 
Mstep: Class 6 contains 46087 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 106313 members 
Mstep: Class 9 contains 1063 members 
Mstep: Class 10 contains 21563 members 
Mstep: Class 11 contains 39634 members 
Mstep: Class 12 contains 137833 members 
Mstep: Class 13 contains 125219 members 
Mstep: Class 14 contains 5040 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 100708 members 
Mstep: Class 17 contains 23579 members 
Mstep: Class 18 contains 22371 members 
Mstep: Class 19 contains 68124 members 
Mstep: Class 20 contains 22043 members 
Mstep: Class 21 contains 3394 members 
Mstep: Class 22 contains 2050 members 
Mstep: Class 23 contains 13332 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710720.000000 Penalty: 90601.179688
Iteration 60F: 27 clusters Score -1.577107e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85207 members 
Mstep: Class 2 contains 31633 members 
Mstep: Class 3 contains 54509 members 
Mstep: Class 4 contains 282869 members 
Mstep: Class 5 contains 43194 members 
Mstep: Class 6 contains 46219 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 106398 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 21519 members 
Mstep: Class 11 contains 39630 members 
Mstep: Class 12 contains 137744 members 
Mstep: Class 13 contains 125233 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 100688 members 
Mstep: Class 17 contains 23576 members 
Mstep: Class 18 contains 22588 members 
Mstep: Class 19 contains 68111 members 
Mstep: Class 20 contains 22029 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 2066 members 
Mstep: Class 23 contains 13364 members 
Mstep: Class 24 contains 19168 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710960.000000 Penalty: 90601.179688
Iteration 61Q: 27 clusters Score -1.57711e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85164 members 
Mstep: Class 2 contains 31620 members 
Mstep: Class 3 contains 54479 members 
Mstep: Class 4 contains 282910 members 
Mstep: Class 5 contains 43199 members 
Mstep: Class 6 contains 46320 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 106477 members 
Mstep: Class 9 contains 984 members 
Mstep: Class 10 contains 21486 members 
Mstep: Class 11 contains 39627 members 
Mstep: Class 12 contains 137658 members 
Mstep: Class 13 contains 125216 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 100671 members 
Mstep: Class 17 contains 23573 members 
Mstep: Class 18 contains 22816 members 
Mstep: Class 19 contains 68104 members 
Mstep: Class 20 contains 22017 members 
Mstep: Class 21 contains 3441 members 
Mstep: Class 22 contains 2073 members 
Mstep: Class 23 contains 13396 members 
Mstep: Class 24 contains 18911 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710848.000000 Penalty: 90601.179688
Iteration 62Q: 27 clusters Score -1.577108e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 31607 members 
Mstep: Class 3 contains 54457 members 
Mstep: Class 4 contains 282943 members 
Mstep: Class 5 contains 43202 members 
Mstep: Class 6 contains 46442 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 106534 members 
Mstep: Class 9 contains 943 members 
Mstep: Class 10 contains 21446 members 
Mstep: Class 11 contains 39619 members 
Mstep: Class 12 contains 137578 members 
Mstep: Class 13 contains 125187 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 100650 members 
Mstep: Class 17 contains 23562 members 
Mstep: Class 18 contains 23022 members 
Mstep: Class 19 contains 68096 members 
Mstep: Class 20 contains 22011 members 
Mstep: Class 21 contains 3458 members 
Mstep: Class 22 contains 2086 members 
Mstep: Class 23 contains 13435 members 
Mstep: Class 24 contains 18659 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711168.000000 Penalty: 90601.179688
Iteration 63Q: 27 clusters Score -1.577112e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 31594 members 
Mstep: Class 3 contains 54432 members 
Mstep: Class 4 contains 282975 members 
Mstep: Class 5 contains 43193 members 
Mstep: Class 6 contains 46532 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 106613 members 
Mstep: Class 9 contains 896 members 
Mstep: Class 10 contains 21417 members 
Mstep: Class 11 contains 39615 members 
Mstep: Class 12 contains 137506 members 
Mstep: Class 13 contains 125189 members 
Mstep: Class 14 contains 5209 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 100636 members 
Mstep: Class 17 contains 23545 members 
Mstep: Class 18 contains 23223 members 
Mstep: Class 19 contains 68093 members 
Mstep: Class 20 contains 22011 members 
Mstep: Class 21 contains 3482 members 
Mstep: Class 22 contains 2098 members 
Mstep: Class 23 contains 13463 members 
Mstep: Class 24 contains 18399 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711824.000000 Penalty: 90601.179688
Iteration 64Q: 27 clusters Score -1.577118e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85094 members 
Mstep: Class 2 contains 31590 members 
Mstep: Class 3 contains 54416 members 
Mstep: Class 4 contains 283042 members 
Mstep: Class 5 contains 43176 members 
Mstep: Class 6 contains 46620 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 106694 members 
Mstep: Class 9 contains 844 members 
Mstep: Class 10 contains 21387 members 
Mstep: Class 11 contains 39606 members 
Mstep: Class 12 contains 137427 members 
Mstep: Class 13 contains 125180 members 
Mstep: Class 14 contains 5235 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 100622 members 
Mstep: Class 17 contains 23536 members 
Mstep: Class 18 contains 23390 members 
Mstep: Class 19 contains 68091 members 
Mstep: Class 20 contains 22001 members 
Mstep: Class 21 contains 3505 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 13492 members 
Mstep: Class 24 contains 18171 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711792.000000 Penalty: 90601.179688
Iteration 65Q: 27 clusters Score -1.577118e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 31588 members 
Mstep: Class 3 contains 54394 members 
Mstep: Class 4 contains 283118 members 
Mstep: Class 5 contains 43159 members 
Mstep: Class 6 contains 46697 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 106778 members 
Mstep: Class 9 contains 818 members 
Mstep: Class 10 contains 21368 members 
Mstep: Class 11 contains 39592 members 
Mstep: Class 12 contains 137354 members 
Mstep: Class 13 contains 125158 members 
Mstep: Class 14 contains 5267 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100610 members 
Mstep: Class 17 contains 23528 members 
Mstep: Class 18 contains 23553 members 
Mstep: Class 19 contains 68088 members 
Mstep: Class 20 contains 21992 members 
Mstep: Class 21 contains 3527 members 
Mstep: Class 22 contains 2117 members 
Mstep: Class 23 contains 13518 members 
Mstep: Class 24 contains 17940 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711888.000000 Penalty: 90601.179688
Iteration 66Q: 27 clusters Score -1.577119e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 31589 members 
Mstep: Class 3 contains 54371 members 
Mstep: Class 4 contains 283204 members 
Mstep: Class 5 contains 43144 members 
Mstep: Class 6 contains 46749 members 
Mstep: Class 7 contains 2649 members 
Mstep: Class 8 contains 106844 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 21364 members 
Mstep: Class 11 contains 39575 members 
Mstep: Class 12 contains 137252 members 
Mstep: Class 13 contains 125171 members 
Mstep: Class 14 contains 5290 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100599 members 
Mstep: Class 17 contains 23521 members 
Mstep: Class 18 contains 23684 members 
Mstep: Class 19 contains 68084 members 
Mstep: Class 20 contains 21982 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 2123 members 
Mstep: Class 23 contains 13537 members 
Mstep: Class 24 contains 17752 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712160.000000 Penalty: 90601.179688
Iteration 67Q: 27 clusters Score -1.577122e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85006 members 
Mstep: Class 2 contains 31587 members 
Mstep: Class 3 contains 54352 members 
Mstep: Class 4 contains 283291 members 
Mstep: Class 5 contains 43129 members 
Mstep: Class 6 contains 46812 members 
Mstep: Class 7 contains 2650 members 
Mstep: Class 8 contains 106902 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 21347 members 
Mstep: Class 11 contains 39563 members 
Mstep: Class 12 contains 137156 members 
Mstep: Class 13 contains 125179 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100593 members 
Mstep: Class 17 contains 23516 members 
Mstep: Class 18 contains 23816 members 
Mstep: Class 19 contains 68090 members 
Mstep: Class 20 contains 21980 members 
Mstep: Class 21 contains 3585 members 
Mstep: Class 22 contains 2131 members 
Mstep: Class 23 contains 13553 members 
Mstep: Class 24 contains 17544 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712144.000000 Penalty: 90601.179688
Iteration 68Q: 27 clusters Score -1.577121e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 31583 members 
Mstep: Class 3 contains 54336 members 
Mstep: Class 4 contains 283378 members 
Mstep: Class 5 contains 43127 members 
Mstep: Class 6 contains 46864 members 
Mstep: Class 7 contains 2649 members 
Mstep: Class 8 contains 106943 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 21327 members 
Mstep: Class 11 contains 39552 members 
Mstep: Class 12 contains 137061 members 
Mstep: Class 13 contains 125172 members 
Mstep: Class 14 contains 5326 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100589 members 
Mstep: Class 17 contains 23507 members 
Mstep: Class 18 contains 23927 members 
Mstep: Class 19 contains 68093 members 
Mstep: Class 20 contains 21962 members 
Mstep: Class 21 contains 3602 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 13576 members 
Mstep: Class 24 contains 17378 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712064.000000 Penalty: 90601.179688
Iteration 69Q: 27 clusters Score -1.577121e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 31580 members 
Mstep: Class 3 contains 54329 members 
Mstep: Class 4 contains 283476 members 
Mstep: Class 5 contains 43115 members 
Mstep: Class 6 contains 46901 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 106977 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21312 members 
Mstep: Class 11 contains 39543 members 
Mstep: Class 12 contains 136948 members 
Mstep: Class 13 contains 125186 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100585 members 
Mstep: Class 17 contains 23505 members 
Mstep: Class 18 contains 24031 members 
Mstep: Class 19 contains 68091 members 
Mstep: Class 20 contains 21955 members 
Mstep: Class 21 contains 3624 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 13590 members 
Mstep: Class 24 contains 17228 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712256.000000 Penalty: 90601.179688
Iteration 70Q: 27 clusters Score -1.577123e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 31583 members 
Mstep: Class 3 contains 54332 members 
Mstep: Class 4 contains 283575 members 
Mstep: Class 5 contains 43109 members 
Mstep: Class 6 contains 46929 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 107007 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21296 members 
Mstep: Class 11 contains 39538 members 
Mstep: Class 12 contains 136832 members 
Mstep: Class 13 contains 125195 members 
Mstep: Class 14 contains 5367 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100580 members 
Mstep: Class 17 contains 23504 members 
Mstep: Class 18 contains 24107 members 
Mstep: Class 19 contains 68098 members 
Mstep: Class 20 contains 21938 members 
Mstep: Class 21 contains 3644 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 13606 members 
Mstep: Class 24 contains 17099 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712048.000000 Penalty: 90601.179688
Iteration 71Q: 27 clusters Score -1.57712e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84912 members 
Mstep: Class 2 contains 31584 members 
Mstep: Class 3 contains 54325 members 
Mstep: Class 4 contains 283668 members 
Mstep: Class 5 contains 43104 members 
Mstep: Class 6 contains 46953 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 107036 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21296 members 
Mstep: Class 11 contains 39543 members 
Mstep: Class 12 contains 136744 members 
Mstep: Class 13 contains 125182 members 
Mstep: Class 14 contains 5392 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100576 members 
Mstep: Class 17 contains 23503 members 
Mstep: Class 18 contains 24169 members 
Mstep: Class 19 contains 68102 members 
Mstep: Class 20 contains 21923 members 
Mstep: Class 21 contains 3663 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 13611 members 
Mstep: Class 24 contains 16989 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712000.000000 Penalty: 90601.179688
Iteration 72Q: 27 clusters Score -1.57712e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 31587 members 
Mstep: Class 3 contains 54324 members 
Mstep: Class 4 contains 283766 members 
Mstep: Class 5 contains 43088 members 
Mstep: Class 6 contains 46992 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 107052 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21289 members 
Mstep: Class 11 contains 39535 members 
Mstep: Class 12 contains 136647 members 
Mstep: Class 13 contains 125175 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100568 members 
Mstep: Class 17 contains 23499 members 
Mstep: Class 18 contains 24239 members 
Mstep: Class 19 contains 68098 members 
Mstep: Class 20 contains 21908 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 2145 members 
Mstep: Class 23 contains 13625 members 
Mstep: Class 24 contains 16893 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712064.000000 Penalty: 90601.179688
Iteration 73Q: 27 clusters Score -1.577121e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 31594 members 
Mstep: Class 3 contains 54322 members 
Mstep: Class 4 contains 283847 members 
Mstep: Class 5 contains 43078 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 107072 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 21284 members 
Mstep: Class 11 contains 39535 members 
Mstep: Class 12 contains 136541 members 
Mstep: Class 13 contains 125179 members 
Mstep: Class 14 contains 5425 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100563 members 
Mstep: Class 17 contains 23498 members 
Mstep: Class 18 contains 24310 members 
Mstep: Class 19 contains 68090 members 
Mstep: Class 20 contains 21902 members 
Mstep: Class 21 contains 3715 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 13630 members 
Mstep: Class 24 contains 16800 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712080.000000 Penalty: 90601.179688
Iteration 74Q: 27 clusters Score -1.577121e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 31596 members 
Mstep: Class 3 contains 54316 members 
Mstep: Class 4 contains 283928 members 
Mstep: Class 5 contains 43070 members 
Mstep: Class 6 contains 47029 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 8 contains 107080 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 21280 members 
Mstep: Class 11 contains 39534 members 
Mstep: Class 12 contains 136438 members 
Mstep: Class 13 contains 125186 members 
Mstep: Class 14 contains 5438 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100556 members 
Mstep: Class 17 contains 23498 members 
Mstep: Class 18 contains 24376 members 
Mstep: Class 19 contains 68082 members 
Mstep: Class 20 contains 21888 members 
Mstep: Class 21 contains 3731 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 13637 members 
Mstep: Class 24 contains 16724 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711968.000000 Penalty: 90601.179688
Iteration 75Q: 27 clusters Score -1.57712e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84857 members 
Mstep: Class 2 contains 31594 members 
Mstep: Class 3 contains 54315 members 
Mstep: Class 4 contains 283997 members 
Mstep: Class 5 contains 43074 members 
Mstep: Class 6 contains 47024 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 8 contains 107096 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 21274 members 
Mstep: Class 11 contains 39524 members 
Mstep: Class 12 contains 136354 members 
Mstep: Class 13 contains 125183 members 
Mstep: Class 14 contains 5452 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100548 members 
Mstep: Class 17 contains 23496 members 
Mstep: Class 18 contains 24431 members 
Mstep: Class 19 contains 68083 members 
Mstep: Class 20 contains 21876 members 
Mstep: Class 21 contains 3746 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 13647 members 
Mstep: Class 24 contains 16661 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711984.000000 Penalty: 90601.179688
Iteration 76Q: 27 clusters Score -1.57712e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 31595 members 
Mstep: Class 3 contains 54313 members 
Mstep: Class 4 contains 284070 members 
Mstep: Class 5 contains 43075 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 2653 members 
Mstep: Class 8 contains 107122 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 21260 members 
Mstep: Class 11 contains 39514 members 
Mstep: Class 12 contains 136288 members 
Mstep: Class 13 contains 125179 members 
Mstep: Class 14 contains 5459 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100542 members 
Mstep: Class 17 contains 23495 members 
Mstep: Class 18 contains 24489 members 
Mstep: Class 19 contains 68086 members 
Mstep: Class 20 contains 21876 members 
Mstep: Class 21 contains 3761 members 
Mstep: Class 22 contains 2151 members 
Mstep: Class 23 contains 13662 members 
Mstep: Class 24 contains 16599 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711920.000000 Penalty: 90601.179688
Iteration 77Q: 27 clusters Score -1.577119e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 31601 members 
Mstep: Class 3 contains 54314 members 
Mstep: Class 4 contains 284161 members 
Mstep: Class 5 contains 43076 members 
Mstep: Class 6 contains 46969 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 107138 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 21241 members 
Mstep: Class 11 contains 39502 members 
Mstep: Class 12 contains 136214 members 
Mstep: Class 13 contains 125181 members 
Mstep: Class 14 contains 5468 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100541 members 
Mstep: Class 17 contains 23495 members 
Mstep: Class 18 contains 24550 members 
Mstep: Class 19 contains 68079 members 
Mstep: Class 20 contains 21866 members 
Mstep: Class 21 contains 3772 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 13672 members 
Mstep: Class 24 contains 16543 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711952.000000 Penalty: 90601.179688
Iteration 78Q: 27 clusters Score -1.57712e+08 nChanged 478
Entering ConstructFrom: 
Score: -157711952.000000 Penalty: 90601.179688
Entering ConstructFrom: 
Trying to split cluster 1 (84814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Entering Unmasked Estep 
Score: -10945546.000000 Penalty: 2814.357666
	Iteration 0F: 2 clusters Score -1.094555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -10888838.000000 Penalty: 5628.715332
	Iteration 0F: 3 clusters Score -1.088884e+07 nChanged 39915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -10911632.000000 Penalty: 5628.715332
	Iteration 1F: 3 clusters Score -1.091163e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -10912698.000000 Penalty: 5628.715332
	Iteration 2Q: 3 clusters Score -1.09127e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -10914035.000000 Penalty: 5628.715332
	Iteration 3Q: 3 clusters Score -1.091404e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -10916120.000000 Penalty: 5628.715332
	Iteration 4F: 3 clusters Score -1.091612e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -10919243.000000 Penalty: 5628.715332
	Iteration 5F: 3 clusters Score -1.091924e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -10923405.000000 Penalty: 5628.715332
	Iteration 6F: 3 clusters Score -1.09234e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -10928359.000000 Penalty: 5628.715332
	Iteration 7F: 3 clusters Score -1.092836e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -10933132.000000 Penalty: 5628.715332
	Iteration 8F: 3 clusters Score -1.093313e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -10936834.000000 Penalty: 5628.715332
	Iteration 9Q: 3 clusters Score -1.093683e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 78029 members 
Entering Unmasked Estep 
Score: -10939213.000000 Penalty: 5628.715332
	Iteration 10Q: 3 clusters Score -1.093921e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 79512 members 
Entering Unmasked Estep 
Score: -10940451.000000 Penalty: 5628.715332
	Iteration 11Q: 3 clusters Score -1.094045e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -10941173.000000 Penalty: 5628.715332
	Iteration 12Q: 3 clusters Score -1.094117e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -10941687.000000 Penalty: 5628.715332
	Iteration 13Q: 3 clusters Score -1.094169e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 81672 members 
Entering Unmasked Estep 
Score: -10941938.000000 Penalty: 5628.715332
	Iteration 14Q: 3 clusters Score -1.094194e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -10942124.000000 Penalty: 5628.715332
	Iteration 15Q: 3 clusters Score -1.094212e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -10942294.000000 Penalty: 5628.715332
	Iteration 16Q: 3 clusters Score -1.094229e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -10942368.000000 Penalty: 5628.715332
	Iteration 17Q: 3 clusters Score -1.094237e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 82925 members 
Entering Unmasked Estep 
Score: -10942495.000000 Penalty: 5628.715332
	Iteration 18Q: 3 clusters Score -1.09425e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -10942626.000000 Penalty: 5628.715332
	Iteration 19Q: 3 clusters Score -1.094263e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -10942725.000000 Penalty: 5628.715332
	Iteration 20F: 3 clusters Score -1.094272e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
Score: -10942779.000000 Penalty: 5628.715332
	Iteration 21Q: 3 clusters Score -1.094278e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 83600 members 
Entering Unmasked Estep 
Score: -10942819.000000 Penalty: 5628.715332
	Iteration 22Q: 3 clusters Score -1.094282e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -10942858.000000 Penalty: 5628.715332
	Iteration 23Q: 3 clusters Score -1.094286e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
Score: -10942873.000000 Penalty: 5628.715332
	Iteration 24Q: 3 clusters Score -1.094287e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 83834 members 
Entering Unmasked Estep 
Score: -10942918.000000 Penalty: 5628.715332
	Iteration 25Q: 3 clusters Score -1.094292e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -10942933.000000 Penalty: 5628.715332
	Iteration 26Q: 3 clusters Score -1.094293e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 83929 members 
Entering Unmasked Estep 
Score: -10942954.000000 Penalty: 5628.715332
	Iteration 27Q: 3 clusters Score -1.094295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 83956 members 
Entering Unmasked Estep 
Score: -10942981.000000 Penalty: 5628.715332
	Iteration 28Q: 3 clusters Score -1.094298e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 83977 members 
Entering Unmasked Estep 
Score: -10942981.000000 Penalty: 5628.715332
	Iteration 29Q: 3 clusters Score -1.094298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -10942982.000000 Penalty: 5628.715332
	Iteration 30Q: 3 clusters Score -1.094298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -10942994.000000 Penalty: 5628.715332
	Iteration 31Q: 3 clusters Score -1.094299e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 84038 members 
Entering Unmasked Estep 
Score: -10942998.000000 Penalty: 5628.715332
	Iteration 32Q: 3 clusters Score -1.0943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -10942997.000000 Penalty: 5628.715332
	Iteration 33Q: 3 clusters Score -1.0943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -10943004.000000 Penalty: 5628.715332
	Iteration 34Q: 3 clusters Score -1.0943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 84077 members 
Entering Unmasked Estep 
Score: -10943022.000000 Penalty: 5628.715332
	Iteration 35Q: 3 clusters Score -1.094302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 84086 members 
Entering Unmasked Estep 
Score: -10943012.000000 Penalty: 5628.715332
	Iteration 36Q: 3 clusters Score -1.094301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -10943015.000000 Penalty: 5628.715332
	Iteration 37Q: 3 clusters Score -1.094302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -10943019.000000 Penalty: 5628.715332
	Iteration 38Q: 3 clusters Score -1.094302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -10943026.000000 Penalty: 5628.715332
	Iteration 39Q: 3 clusters Score -1.094303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 84115 members 
Entering Unmasked Estep 
Score: -10943034.000000 Penalty: 5628.715332
	Iteration 40F: 3 clusters Score -1.094303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -10943036.000000 Penalty: 5628.715332
	Iteration 41Q: 3 clusters Score -1.094304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -10943043.000000 Penalty: 5628.715332
	Iteration 42Q: 3 clusters Score -1.094304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -10943046.000000 Penalty: 5628.715332
	Iteration 43Q: 3 clusters Score -1.094305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -10943052.000000 Penalty: 5628.715332
	Iteration 44Q: 3 clusters Score -1.094305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -10943049.000000 Penalty: 5628.715332
	Iteration 45Q: 3 clusters Score -1.094305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -10943050.000000 Penalty: 5628.715332
	Iteration 46Q: 3 clusters Score -1.094305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -10943060.000000 Penalty: 5628.715332
	Iteration 47Q: 3 clusters Score -1.094306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -10943054.000000 Penalty: 5628.715332
	Iteration 48Q: 3 clusters Score -1.094305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -10943043.000000 Penalty: 5628.715332
	Iteration 49Q: 3 clusters Score -1.094304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -10943043.000000 Penalty: 5628.715332
	Iteration 50F: 3 clusters Score -1.094304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Entering Unmasked Estep 
Score: -3977347.500000 Penalty: 2569.576904
	Iteration 0F: 2 clusters Score -3977348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3955848.000000 Penalty: 5139.153809
	Iteration 0F: 3 clusters Score -3955848 nChanged 14238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3963737.250000 Penalty: 5139.153809
	Iteration 1F: 3 clusters Score -3963737 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3964612.500000 Penalty: 5139.153809
	Iteration 2F: 3 clusters Score -3964612 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3965666.250000 Penalty: 5139.153809
	Iteration 3F: 3 clusters Score -3965666 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3966977.000000 Penalty: 5139.153809
	Iteration 4F: 3 clusters Score -3966977 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3968315.000000 Penalty: 5139.153809
	Iteration 5F: 3 clusters Score -3968315 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3969555.500000 Penalty: 5139.153809
	Iteration 6F: 3 clusters Score -3969556 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -3970696.750000 Penalty: 5139.153809
	Iteration 7F: 3 clusters Score -3970697 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3971783.500000 Penalty: 5139.153809
	Iteration 8F: 3 clusters Score -3971784 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3972699.000000 Penalty: 5139.153809
	Iteration 9Q: 3 clusters Score -3972699 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3973352.750000 Penalty: 5139.153809
	Iteration 10Q: 3 clusters Score -3973353 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3973782.250000 Penalty: 5139.153809
	Iteration 11Q: 3 clusters Score -3973782 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3974075.000000 Penalty: 5139.153809
	Iteration 12Q: 3 clusters Score -3974075 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3974277.500000 Penalty: 5139.153809
	Iteration 13Q: 3 clusters Score -3974278 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3974427.250000 Penalty: 5139.153809
	Iteration 14Q: 3 clusters Score -3974427 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3974567.250000 Penalty: 5139.153809
	Iteration 15Q: 3 clusters Score -3974567 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3974665.750000 Penalty: 5139.153809
	Iteration 16Q: 3 clusters Score -3974666 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3974735.250000 Penalty: 5139.153809
	Iteration 17Q: 3 clusters Score -3974735 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3974789.750000 Penalty: 5139.153809
	Iteration 18Q: 3 clusters Score -3974790 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3974819.500000 Penalty: 5139.153809
	Iteration 19Q: 3 clusters Score -3974820 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3974842.750000 Penalty: 5139.153809
	Iteration 20F: 3 clusters Score -3974843 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3974854.000000 Penalty: 5139.153809
	Iteration 21Q: 3 clusters Score -3974854 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -3974880.250000 Penalty: 5139.153809
	Iteration 22Q: 3 clusters Score -3974880 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3974872.000000 Penalty: 5139.153809
	Iteration 23Q: 3 clusters Score -3974872 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3974877.250000 Penalty: 5139.153809
	Iteration 24Q: 3 clusters Score -3974877 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3974895.250000 Penalty: 5139.153809
	Iteration 25Q: 3 clusters Score -3974895 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3974904.500000 Penalty: 5139.153809
	Iteration 26Q: 3 clusters Score -3974904 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3974918.250000 Penalty: 5139.153809
	Iteration 27Q: 3 clusters Score -3974918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3974924.500000 Penalty: 5139.153809
	Iteration 28Q: 3 clusters Score -3974924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3974925.000000 Penalty: 5139.153809
	Iteration 29Q: 3 clusters Score -3974925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3974925.500000 Penalty: 5139.153809
	Iteration 30Q: 3 clusters Score -3974926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3974926.000000 Penalty: 5139.153809
	Iteration 31Q: 3 clusters Score -3974926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3974927.000000 Penalty: 5139.153809
	Iteration 32Q: 3 clusters Score -3974927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3974921.250000 Penalty: 5139.153809
	Iteration 33Q: 3 clusters Score -3974921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3974926.000000 Penalty: 5139.153809
	Iteration 34Q: 3 clusters Score -3974926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3974931.500000 Penalty: 5139.153809
	Iteration 35Q: 3 clusters Score -3974932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3974923.750000 Penalty: 5139.153809
	Iteration 36Q: 3 clusters Score -3974924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -3974932.250000 Penalty: 5139.153809
	Iteration 37Q: 3 clusters Score -3974932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -3974934.250000 Penalty: 5139.153809
	Iteration 38Q: 3 clusters Score -3974934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3974937.750000 Penalty: 5139.153809
	Iteration 39Q: 3 clusters Score -3974938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3974928.750000 Penalty: 5139.153809
	Iteration 40F: 3 clusters Score -3974929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3974933.750000 Penalty: 5139.153809
	Iteration 41Q: 3 clusters Score -3974934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -3974938.500000 Penalty: 5139.153809
	Iteration 42Q: 3 clusters Score -3974938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3974938.500000 Penalty: 5139.153809
	Iteration 43Q: 3 clusters Score -3974938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -3974946.000000 Penalty: 5139.153809
	Iteration 44Q: 3 clusters Score -3974946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3974939.750000 Penalty: 5139.153809
	Iteration 45Q: 3 clusters Score -3974940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3974940.750000 Penalty: 5139.153809
	Iteration 46Q: 3 clusters Score -3974941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3974937.500000 Penalty: 5139.153809
	Iteration 47Q: 3 clusters Score -3974938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -3974932.250000 Penalty: 5139.153809
	Iteration 48Q: 3 clusters Score -3974932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3974931.250000 Penalty: 5139.153809
	Iteration 49Q: 3 clusters Score -3974931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3974936.000000 Penalty: 5139.153809
	Iteration 50Q: 3 clusters Score -3974936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3974931.500000 Penalty: 5139.153809
	Iteration 51Q: 3 clusters Score -3974932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -3974938.000000 Penalty: 5139.153809
	Iteration 52Q: 3 clusters Score -3974938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -3974945.000000 Penalty: 5139.153809
	Iteration 53Q: 3 clusters Score -3974945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3974943.500000 Penalty: 5139.153809
	Iteration 54Q: 3 clusters Score -3974944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3974942.250000 Penalty: 5139.153809
	Iteration 55Q: 3 clusters Score -3974942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3974939.750000 Penalty: 5139.153809
	Iteration 56Q: 3 clusters Score -3974940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3974937.000000 Penalty: 5139.153809
	Iteration 57Q: 3 clusters Score -3974937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3974940.000000 Penalty: 5139.153809
	Iteration 58Q: 3 clusters Score -3974940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3974936.000000 Penalty: 5139.153809
	Iteration 59Q: 3 clusters Score -3974936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3974937.000000 Penalty: 5139.153809
	Iteration 60F: 3 clusters Score -3974937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3974939.000000 Penalty: 5139.153809
	Iteration 61Q: 3 clusters Score -3974939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3974935.750000 Penalty: 5139.153809
	Iteration 62Q: 3 clusters Score -3974936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3974935.500000 Penalty: 5139.153809
	Iteration 63Q: 3 clusters Score -3974936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3974935.500000 Penalty: 5139.153809
	Iteration 64F: 3 clusters Score -3974936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Entering Unmasked Estep 
Score: -7071652.500000 Penalty: 2703.843018
	Iteration 0F: 2 clusters Score -7071652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -7035212.500000 Penalty: 5407.686035
	Iteration 0F: 3 clusters Score -7035212 nChanged 25010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -7049054.500000 Penalty: 5407.686035
	Iteration 1F: 3 clusters Score -7049054 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -7049596.000000 Penalty: 5407.686035
	Iteration 2Q: 3 clusters Score -7049596 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -7050150.500000 Penalty: 5407.686035
	Iteration 3Q: 3 clusters Score -7050150 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -7050793.000000 Penalty: 5407.686035
	Iteration 4Q: 3 clusters Score -7050793 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -7051573.000000 Penalty: 5407.686035
	Iteration 5Q: 3 clusters Score -7051573 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -7052709.500000 Penalty: 5407.686035
	Iteration 6Q: 3 clusters Score -7052710 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -7054182.000000 Penalty: 5407.686035
	Iteration 7F: 3 clusters Score -7054182 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -7056252.000000 Penalty: 5407.686035
	Iteration 8F: 3 clusters Score -7056252 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -7058664.500000 Penalty: 5407.686035
	Iteration 9F: 3 clusters Score -7058664 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -7061165.000000 Penalty: 5407.686035
	Iteration 10F: 3 clusters Score -7061165 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -7063425.500000 Penalty: 5407.686035
	Iteration 11F: 3 clusters Score -7063426 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -7065297.000000 Penalty: 5407.686035
	Iteration 12Q: 3 clusters Score -7065297 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -7066613.500000 Penalty: 5407.686035
	Iteration 13Q: 3 clusters Score -7066614 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -7067584.000000 Penalty: 5407.686035
	Iteration 14Q: 3 clusters Score -7067584 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -7068306.000000 Penalty: 5407.686035
	Iteration 15Q: 3 clusters Score -7068306 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -7068756.500000 Penalty: 5407.686035
	Iteration 16Q: 3 clusters Score -7068756 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -7069031.500000 Penalty: 5407.686035
	Iteration 17Q: 3 clusters Score -7069032 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -7069172.000000 Penalty: 5407.686035
	Iteration 18Q: 3 clusters Score -7069172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -7069248.500000 Penalty: 5407.686035
	Iteration 19Q: 3 clusters Score -7069248 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -7069300.500000 Penalty: 5407.686035
	Iteration 20F: 3 clusters Score -7069300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -7069327.000000 Penalty: 5407.686035
	Iteration 21Q: 3 clusters Score -7069327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -7069369.000000 Penalty: 5407.686035
	Iteration 22Q: 3 clusters Score -7069369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -7069386.500000 Penalty: 5407.686035
	Iteration 23Q: 3 clusters Score -7069386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -7069396.500000 Penalty: 5407.686035
	Iteration 24Q: 3 clusters Score -7069396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -7069394.000000 Penalty: 5407.686035
	Iteration 25Q: 3 clusters Score -7069394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -7069393.000000 Penalty: 5407.686035
	Iteration 26Q: 3 clusters Score -7069393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -7069393.500000 Penalty: 5407.686035
	Iteration 27Q: 3 clusters Score -7069394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -7069403.000000 Penalty: 5407.686035
	Iteration 28Q: 3 clusters Score -7069403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -7069408.000000 Penalty: 5407.686035
	Iteration 29Q: 3 clusters Score -7069408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -7069412.500000 Penalty: 5407.686035
	Iteration 30Q: 3 clusters Score -7069412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -7069418.000000 Penalty: 5407.686035
	Iteration 31Q: 3 clusters Score -7069418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -7069415.500000 Penalty: 5407.686035
	Iteration 32Q: 3 clusters Score -7069416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -7069415.500000 Penalty: 5407.686035
	Iteration 33Q: 3 clusters Score -7069416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -7069416.000000 Penalty: 5407.686035
	Iteration 34Q: 3 clusters Score -7069416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -7069413.000000 Penalty: 5407.686035
	Iteration 35Q: 3 clusters Score -7069413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -7069418.500000 Penalty: 5407.686035
	Iteration 36Q: 3 clusters Score -7069418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -7069419.000000 Penalty: 5407.686035
	Iteration 37Q: 3 clusters Score -7069419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -7069421.000000 Penalty: 5407.686035
	Iteration 38Q: 3 clusters Score -7069421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -7069429.000000 Penalty: 5407.686035
	Iteration 39Q: 3 clusters Score -7069429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -7069426.000000 Penalty: 5407.686035
	Iteration 40F: 3 clusters Score -7069426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (284226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284226 members 
Entering Unmasked Estep 
Score: -36668524.000000 Penalty: 3114.266113
	Iteration 0F: 2 clusters Score -3.666852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141789 members 
Mstep: Class 2 contains 142437 members 
Entering Unmasked Estep 
Score: -36496212.000000 Penalty: 6228.532227
	Iteration 0F: 3 clusters Score -3.649621e+07 nChanged 137283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132604 members 
Mstep: Class 2 contains 151622 members 
Entering Unmasked Estep 
Score: -36578720.000000 Penalty: 6228.532227
	Iteration 1F: 3 clusters Score -3.657872e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127649 members 
Mstep: Class 2 contains 156577 members 
Entering Unmasked Estep 
Score: -36581232.000000 Penalty: 6228.532227
	Iteration 2Q: 3 clusters Score -3.658123e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120901 members 
Mstep: Class 2 contains 163325 members 
Entering Unmasked Estep 
Score: -36584860.000000 Penalty: 6228.532227
	Iteration 3Q: 3 clusters Score -3.658486e+07 nChanged 13248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111933 members 
Mstep: Class 2 contains 172293 members 
Entering Unmasked Estep 
Score: -36589644.000000 Penalty: 6228.532227
	Iteration 4Q: 3 clusters Score -3.658964e+07 nChanged 15432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 183061 members 
Entering Unmasked Estep 
Score: -36596588.000000 Penalty: 6228.532227
	Iteration 5F: 3 clusters Score -3.659659e+07 nChanged 16720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 194369 members 
Entering Unmasked Estep 
Score: -36605864.000000 Penalty: 6228.532227
	Iteration 6F: 3 clusters Score -3.660586e+07 nChanged 16486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80009 members 
Mstep: Class 2 contains 204217 members 
Entering Unmasked Estep 
Score: -36616444.000000 Penalty: 6228.532227
	Iteration 7F: 3 clusters Score -3.661644e+07 nChanged 15358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 210331 members 
Entering Unmasked Estep 
Score: -36628228.000000 Penalty: 6228.532227
	Iteration 8F: 3 clusters Score -3.662823e+07 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 213089 members 
Entering Unmasked Estep 
Score: -36635416.000000 Penalty: 6228.532227
	Iteration 9Q: 3 clusters Score -3.663542e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 214213 members 
Entering Unmasked Estep 
Score: -36638208.000000 Penalty: 6228.532227
	Iteration 10Q: 3 clusters Score -3.663821e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69151 members 
Mstep: Class 2 contains 215075 members 
Entering Unmasked Estep 
Score: -36638496.000000 Penalty: 6228.532227
	Iteration 11Q: 3 clusters Score -3.66385e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 215994 members 
Entering Unmasked Estep 
Score: -36638768.000000 Penalty: 6228.532227
	Iteration 12Q: 3 clusters Score -3.663877e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 216937 members 
Entering Unmasked Estep 
Score: -36638844.000000 Penalty: 6228.532227
	Iteration 13Q: 3 clusters Score -3.663884e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 217851 members 
Entering Unmasked Estep 
Score: -36639020.000000 Penalty: 6228.532227
	Iteration 14Q: 3 clusters Score -3.663902e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 218870 members 
Entering Unmasked Estep 
Score: -36639164.000000 Penalty: 6228.532227
	Iteration 15Q: 3 clusters Score -3.663916e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 219968 members 
Entering Unmasked Estep 
Score: -36639340.000000 Penalty: 6228.532227
	Iteration 16Q: 3 clusters Score -3.663934e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 221074 members 
Entering Unmasked Estep 
Score: -36639768.000000 Penalty: 6228.532227
	Iteration 17Q: 3 clusters Score -3.663977e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 222250 members 
Entering Unmasked Estep 
Score: -36640004.000000 Penalty: 6228.532227
	Iteration 18Q: 3 clusters Score -3.664e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 223542 members 
Entering Unmasked Estep 
Score: -36640408.000000 Penalty: 6228.532227
	Iteration 19Q: 3 clusters Score -3.664041e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 224931 members 
Entering Unmasked Estep 
Score: -36640812.000000 Penalty: 6228.532227
	Iteration 20F: 3 clusters Score -3.664081e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 226333 members 
Entering Unmasked Estep 
Score: -36641080.000000 Penalty: 6228.532227
	Iteration 21Q: 3 clusters Score -3.664108e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 227772 members 
Entering Unmasked Estep 
Score: -36641408.000000 Penalty: 6228.532227
	Iteration 22Q: 3 clusters Score -3.664141e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 229324 members 
Entering Unmasked Estep 
Score: -36641904.000000 Penalty: 6228.532227
	Iteration 23Q: 3 clusters Score -3.66419e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 230969 members 
Entering Unmasked Estep 
Score: -36642112.000000 Penalty: 6228.532227
	Iteration 24Q: 3 clusters Score -3.664211e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 232732 members 
Entering Unmasked Estep 
Score: -36642616.000000 Penalty: 6228.532227
	Iteration 25Q: 3 clusters Score -3.664262e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 234663 members 
Entering Unmasked Estep 
Score: -36643312.000000 Penalty: 6228.532227
	Iteration 26Q: 3 clusters Score -3.664331e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 236628 members 
Entering Unmasked Estep 
Score: -36643644.000000 Penalty: 6228.532227
	Iteration 27Q: 3 clusters Score -3.664364e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 238682 members 
Entering Unmasked Estep 
Score: -36644408.000000 Penalty: 6228.532227
	Iteration 28Q: 3 clusters Score -3.664441e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 240875 members 
Entering Unmasked Estep 
Score: -36645236.000000 Penalty: 6228.532227
	Iteration 29Q: 3 clusters Score -3.664524e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 243178 members 
Entering Unmasked Estep 
Score: -36645776.000000 Penalty: 6228.532227
	Iteration 30Q: 3 clusters Score -3.664578e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 245545 members 
Entering Unmasked Estep 
Score: -36646388.000000 Penalty: 6228.532227
	Iteration 31Q: 3 clusters Score -3.664639e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 248059 members 
Entering Unmasked Estep 
Score: -36646836.000000 Penalty: 6228.532227
	Iteration 32Q: 3 clusters Score -3.664684e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 250599 members 
Entering Unmasked Estep 
Score: -36647544.000000 Penalty: 6228.532227
	Iteration 33Q: 3 clusters Score -3.664754e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 253181 members 
Entering Unmasked Estep 
Score: -36648368.000000 Penalty: 6228.532227
	Iteration 34Q: 3 clusters Score -3.664837e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 255646 members 
Entering Unmasked Estep 
Score: -36649224.000000 Penalty: 6228.532227
	Iteration 35Q: 3 clusters Score -3.664922e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 258162 members 
Entering Unmasked Estep 
Score: -36650424.000000 Penalty: 6228.532227
	Iteration 36Q: 3 clusters Score -3.665042e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 260719 members 
Entering Unmasked Estep 
Score: -36651324.000000 Penalty: 6228.532227
	Iteration 37Q: 3 clusters Score -3.665132e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 263178 members 
Entering Unmasked Estep 
Score: -36652588.000000 Penalty: 6228.532227
	Iteration 38Q: 3 clusters Score -3.665259e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 265556 members 
Entering Unmasked Estep 
Score: -36653748.000000 Penalty: 6228.532227
	Iteration 39Q: 3 clusters Score -3.665375e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 267769 members 
Entering Unmasked Estep 
Score: -36654928.000000 Penalty: 6228.532227
	Iteration 40F: 3 clusters Score -3.665493e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 269874 members 
Entering Unmasked Estep 
Score: -36655748.000000 Penalty: 6228.532227
	Iteration 41Q: 3 clusters Score -3.665575e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 271826 members 
Entering Unmasked Estep 
Score: -36656808.000000 Penalty: 6228.532227
	Iteration 42Q: 3 clusters Score -3.665681e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 273643 members 
Entering Unmasked Estep 
Score: -36657776.000000 Penalty: 6228.532227
	Iteration 43Q: 3 clusters Score -3.665778e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 275275 members 
Entering Unmasked Estep 
Score: -36658876.000000 Penalty: 6228.532227
	Iteration 44Q: 3 clusters Score -3.665888e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 276699 members 
Entering Unmasked Estep 
Score: -36659588.000000 Penalty: 6228.532227
	Iteration 45Q: 3 clusters Score -3.665959e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 277923 members 
Entering Unmasked Estep 
Score: -36660500.000000 Penalty: 6228.532227
	Iteration 46Q: 3 clusters Score -3.66605e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 278989 members 
Entering Unmasked Estep 
Score: -36661232.000000 Penalty: 6228.532227
	Iteration 47Q: 3 clusters Score -3.666123e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 279874 members 
Entering Unmasked Estep 
Score: -36662008.000000 Penalty: 6228.532227
	Iteration 48Q: 3 clusters Score -3.666201e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 280582 members 
Entering Unmasked Estep 
Score: -36662492.000000 Penalty: 6228.532227
	Iteration 49Q: 3 clusters Score -3.666249e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 281172 members 
Entering Unmasked Estep 
Score: -36662948.000000 Penalty: 6228.532227
	Iteration 50Q: 3 clusters Score -3.666295e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 281643 members 
Entering Unmasked Estep 
Score: -36663488.000000 Penalty: 6228.532227
	Iteration 51Q: 3 clusters Score -3.666349e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 282016 members 
Entering Unmasked Estep 
Score: -36663832.000000 Penalty: 6228.532227
	Iteration 52Q: 3 clusters Score -3.666383e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 282292 members 
Entering Unmasked Estep 
Score: -36664052.000000 Penalty: 6228.532227
	Iteration 53Q: 3 clusters Score -3.666405e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 282520 members 
Entering Unmasked Estep 
Score: -36664280.000000 Penalty: 6228.532227
	Iteration 54Q: 3 clusters Score -3.666428e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 282691 members 
Entering Unmasked Estep 
Score: -36664472.000000 Penalty: 6228.532227
	Iteration 55Q: 3 clusters Score -3.666447e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 282817 members 
Entering Unmasked Estep 
Score: -36664624.000000 Penalty: 6228.532227
	Iteration 56Q: 3 clusters Score -3.666462e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 282909 members 
Entering Unmasked Estep 
Score: -36664744.000000 Penalty: 6228.532227
	Iteration 57Q: 3 clusters Score -3.666474e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 282982 members 
Entering Unmasked Estep 
Score: -36664868.000000 Penalty: 6228.532227
	Iteration 58Q: 3 clusters Score -3.666487e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 283053 members 
Entering Unmasked Estep 
Score: -36664948.000000 Penalty: 6228.532227
	Iteration 59Q: 3 clusters Score -3.666495e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 283101 members 
Entering Unmasked Estep 
Score: -36665012.000000 Penalty: 6228.532227
	Iteration 60F: 3 clusters Score -3.666501e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 283139 members 
Entering Unmasked Estep 
Score: -36665028.000000 Penalty: 6228.532227
	Iteration 61Q: 3 clusters Score -3.666503e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 283168 members 
Entering Unmasked Estep 
Score: -36665048.000000 Penalty: 6228.532227
	Iteration 62Q: 3 clusters Score -3.666505e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 283203 members 
Entering Unmasked Estep 
Score: -36665088.000000 Penalty: 6228.532227
	Iteration 63Q: 3 clusters Score -3.666509e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 283233 members 
Entering Unmasked Estep 
Score: -36665136.000000 Penalty: 6228.532227
	Iteration 64Q: 3 clusters Score -3.666514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 283257 members 
Entering Unmasked Estep 
Score: -36665128.000000 Penalty: 6228.532227
	Iteration 65Q: 3 clusters Score -3.666513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 283273 members 
Entering Unmasked Estep 
Score: -36665164.000000 Penalty: 6228.532227
	Iteration 66Q: 3 clusters Score -3.666516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 283291 members 
Entering Unmasked Estep 
Score: -36665168.000000 Penalty: 6228.532227
	Iteration 67Q: 3 clusters Score -3.666517e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 283310 members 
Entering Unmasked Estep 
Score: -36665184.000000 Penalty: 6228.532227
	Iteration 68Q: 3 clusters Score -3.666518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 283324 members 
Entering Unmasked Estep 
Score: -36665212.000000 Penalty: 6228.532227
	Iteration 69Q: 3 clusters Score -3.666521e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 283340 members 
Entering Unmasked Estep 
Score: -36665232.000000 Penalty: 6228.532227
	Iteration 70Q: 3 clusters Score -3.666523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 283365 members 
Entering Unmasked Estep 
Score: -36665240.000000 Penalty: 6228.532227
	Iteration 71Q: 3 clusters Score -3.666524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 283385 members 
Entering Unmasked Estep 
Score: -36665284.000000 Penalty: 6228.532227
	Iteration 72Q: 3 clusters Score -3.666528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 283395 members 
Entering Unmasked Estep 
Score: -36665316.000000 Penalty: 6228.532227
	Iteration 73Q: 3 clusters Score -3.666532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 283412 members 
Entering Unmasked Estep 
Score: -36665316.000000 Penalty: 6228.532227
	Iteration 74Q: 3 clusters Score -3.666532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 283421 members 
Entering Unmasked Estep 
Score: -36665356.000000 Penalty: 6228.532227
	Iteration 75Q: 3 clusters Score -3.666536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 283426 members 
Entering Unmasked Estep 
Score: -36665324.000000 Penalty: 6228.532227
	Iteration 76Q: 3 clusters Score -3.666532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 283432 members 
Entering Unmasked Estep 
Score: -36665348.000000 Penalty: 6228.532227
	Iteration 77Q: 3 clusters Score -3.666535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 283437 members 
Entering Unmasked Estep 
Score: -36665368.000000 Penalty: 6228.532227
	Iteration 78Q: 3 clusters Score -3.666537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 283440 members 
Entering Unmasked Estep 
Score: -36665364.000000 Penalty: 6228.532227
	Iteration 79Q: 3 clusters Score -3.666536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 283442 members 
Entering Unmasked Estep 
Score: -36665336.000000 Penalty: 6228.532227
	Iteration 80F: 3 clusters Score -3.666534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 283442 members 
Entering Unmasked Estep 
Score: -36665360.000000 Penalty: 6228.532227
	Iteration 81Q: 3 clusters Score -3.666536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 283443 members 
Entering Unmasked Estep 
Score: -36665352.000000 Penalty: 6228.532227
	Iteration 82Q: 3 clusters Score -3.666535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 283446 members 
Entering Unmasked Estep 
Score: -36665344.000000 Penalty: 6228.532227
	Iteration 83Q: 3 clusters Score -3.666534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 283445 members 
Entering Unmasked Estep 
Score: -36665356.000000 Penalty: 6228.532227
	Iteration 84Q: 3 clusters Score -3.666536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 283445 members 
Entering Unmasked Estep 
Score: -36665356.000000 Penalty: 6228.532227
	Iteration 85F: 3 clusters Score -3.666536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -5461228.500000 Penalty: 2646.327393
	Iteration 0F: 2 clusters Score -5461228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -5432046.500000 Penalty: 5292.654785
	Iteration 0F: 3 clusters Score -5432046 nChanged 19787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -5442872.000000 Penalty: 5292.654785
	Iteration 1F: 3 clusters Score -5442872 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -5443297.500000 Penalty: 5292.654785
	Iteration 2Q: 3 clusters Score -5443298 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -5443708.000000 Penalty: 5292.654785
	Iteration 3Q: 3 clusters Score -5443708 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5444126.500000 Penalty: 5292.654785
	Iteration 4Q: 3 clusters Score -5444126 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -5444570.000000 Penalty: 5292.654785
	Iteration 5Q: 3 clusters Score -5444570 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -5445248.500000 Penalty: 5292.654785
	Iteration 6Q: 3 clusters Score -5445248 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -5446361.500000 Penalty: 5292.654785
	Iteration 7F: 3 clusters Score -5446362 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -5448076.000000 Penalty: 5292.654785
	Iteration 8F: 3 clusters Score -5448076 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -5450484.500000 Penalty: 5292.654785
	Iteration 9F: 3 clusters Score -5450484 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -5453328.500000 Penalty: 5292.654785
	Iteration 10F: 3 clusters Score -5453328 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -5455868.000000 Penalty: 5292.654785
	Iteration 11F: 3 clusters Score -5455868 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -5457475.000000 Penalty: 5292.654785
	Iteration 12Q: 3 clusters Score -5457475 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -5458263.000000 Penalty: 5292.654785
	Iteration 13Q: 3 clusters Score -5458263 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5458616.000000 Penalty: 5292.654785
	Iteration 14Q: 3 clusters Score -5458616 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -5458771.000000 Penalty: 5292.654785
	Iteration 15Q: 3 clusters Score -5458771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -5458834.500000 Penalty: 5292.654785
	Iteration 16Q: 3 clusters Score -5458834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -5458876.000000 Penalty: 5292.654785
	Iteration 17Q: 3 clusters Score -5458876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -5458928.500000 Penalty: 5292.654785
	Iteration 18Q: 3 clusters Score -5458928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -5458958.000000 Penalty: 5292.654785
	Iteration 19Q: 3 clusters Score -5458958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -5458972.500000 Penalty: 5292.654785
	Iteration 20F: 3 clusters Score -5458972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -5458995.500000 Penalty: 5292.654785
	Iteration 21Q: 3 clusters Score -5458996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -5458998.000000 Penalty: 5292.654785
	Iteration 22Q: 3 clusters Score -5458998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -5459008.500000 Penalty: 5292.654785
	Iteration 23Q: 3 clusters Score -5459008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -5459003.000000 Penalty: 5292.654785
	Iteration 24Q: 3 clusters Score -5459003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -5459004.500000 Penalty: 5292.654785
	Iteration 25Q: 3 clusters Score -5459004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -5459004.000000 Penalty: 5292.654785
	Iteration 26Q: 3 clusters Score -5459004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -5459004.000000 Penalty: 5292.654785
	Iteration 27F: 3 clusters Score -5459004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Entering Unmasked Estep 
Score: -5728748.500000 Penalty: 2667.585205
	Iteration 0F: 2 clusters Score -5728748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -5697100.500000 Penalty: 5335.170410
	Iteration 0F: 3 clusters Score -5697100 nChanged 21706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -5709463.000000 Penalty: 5335.170410
	Iteration 1F: 3 clusters Score -5709463 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -5710557.500000 Penalty: 5335.170410
	Iteration 2F: 3 clusters Score -5710558 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -5711845.000000 Penalty: 5335.170410
	Iteration 3F: 3 clusters Score -5711845 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -5713181.000000 Penalty: 5335.170410
	Iteration 4F: 3 clusters Score -5713181 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -5714784.000000 Penalty: 5335.170410
	Iteration 5F: 3 clusters Score -5714784 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -5716682.000000 Penalty: 5335.170410
	Iteration 6F: 3 clusters Score -5716682 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -5718787.000000 Penalty: 5335.170410
	Iteration 7F: 3 clusters Score -5718787 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -5720762.000000 Penalty: 5335.170410
	Iteration 8F: 3 clusters Score -5720762 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5722180 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -5723211.500000 Penalty: 5335.170410
	Iteration 10Q: 3 clusters Score -5723212 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -5723909.500000 Penalty: 5335.170410
	Iteration 11Q: 3 clusters Score -5723910 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5724484 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -5725021.000000 Penalty: 5335.170410
	Iteration 13Q: 3 clusters Score -5725021 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -5725635.500000 Penalty: 5335.170410
	Iteration 14Q: 3 clusters Score -5725636 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -5726302.500000 Penalty: 5335.170410
	Iteration 15Q: 3 clusters Score -5726302 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -5727025.000000 Penalty: 5335.170410
	Iteration 16Q: 3 clusters Score -5727025 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -5727712.500000 Penalty: 5335.170410
	Iteration 17Q: 3 clusters Score -5727712 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -5728175.500000 Penalty: 5335.170410
	Iteration 18Q: 3 clusters Score -5728176 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -5728477.500000 Penalty: 5335.170410
	Iteration 19Q: 3 clusters Score -5728478 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -5728567.500000 Penalty: 5335.170410
	Iteration 20F: 3 clusters Score -5728568 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -5728634.000000 Penalty: 5335.170410
	Iteration 21Q: 3 clusters Score -5728634 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -5728673.500000 Penalty: 5335.170410
	Iteration 22Q: 3 clusters Score -5728674 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5728724.000000 Penalty: 5335.170410
	Iteration 23Q: 3 clusters Score -5728724 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -5728731.500000 Penalty: 5335.170410
	Iteration 24Q: 3 clusters Score -5728732 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -5728770.000000 Penalty: 5335.170410
	Iteration 25Q: 3 clusters Score -5728770 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -5728789.500000 Penalty: 5335.170410
	Iteration 26Q: 3 clusters Score -5728790 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -5728817.000000 Penalty: 5335.170410
	Iteration 27Q: 3 clusters Score -5728817 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -5728825.500000 Penalty: 5335.170410
	Iteration 28Q: 3 clusters Score -5728826 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -5728826.000000 Penalty: 5335.170410
	Iteration 29Q: 3 clusters Score -5728826 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -5728832.500000 Penalty: 5335.170410
	Iteration 30Q: 3 clusters Score -5728832 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -5728853.000000 Penalty: 5335.170410
	Iteration 31Q: 3 clusters Score -5728853 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -5728864.000000 Penalty: 5335.170410
	Iteration 32Q: 3 clusters Score -5728864 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -5728898.000000 Penalty: 5335.170410
	Iteration 33Q: 3 clusters Score -5728898 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5728889 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -5728920.500000 Penalty: 5335.170410
	Iteration 35Q: 3 clusters Score -5728920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -5728925.000000 Penalty: 5335.170410
	Iteration 36Q: 3 clusters Score -5728925 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5728926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -5728923.000000 Penalty: 5335.170410
	Iteration 38Q: 3 clusters Score -5728923 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5728912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5728926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -5728930.000000 Penalty: 5335.170410
	Iteration 41Q: 3 clusters Score -5728930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -5728941.000000 Penalty: 5335.170410
	Iteration 42Q: 3 clusters Score -5728941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -5728942.500000 Penalty: 5335.170410
	Iteration 43Q: 3 clusters Score -5728942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5728942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -5728946.500000 Penalty: 5335.170410
	Iteration 45Q: 3 clusters Score -5728946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -5728950.000000 Penalty: 5335.170410
	Iteration 46Q: 3 clusters Score -5728950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -5728959.000000 Penalty: 5335.170410
	Iteration 47Q: 3 clusters Score -5728959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -5728968.500000 Penalty: 5335.170410
	Iteration 48Q: 3 clusters Score -5728968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -5728965.500000 Penalty: 5335.170410
	Iteration 49Q: 3 clusters Score -5728966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -5728963.500000 Penalty: 5335.170410
	Iteration 50Q: 3 clusters Score -5728964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -5728961.500000 Penalty: 5335.170410
	Iteration 51Q: 3 clusters Score -5728962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -5728955.500000 Penalty: 5335.170410
	Iteration 52Q: 3 clusters Score -5728956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -5728958.500000 Penalty: 5335.170410
	Iteration 53Q: 3 clusters Score -5728958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -5728987.500000 Penalty: 5335.170410
	Iteration 54Q: 3 clusters Score -5728988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5728988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5728988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -5729002.500000 Penalty: 5335.170410
	Iteration 57Q: 3 clusters Score -5729002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -5729009.500000 Penalty: 5335.170410
	Iteration 58Q: 3 clusters Score -5729010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -5728999.000000 Penalty: 5335.170410
	Iteration 59Q: 3 clusters Score -5728999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -5729003.000000 Penalty: 5335.170410
	Iteration 60F: 3 clusters Score -5729003 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -5729015.000000 Penalty: 5335.170410
	Iteration 61Q: 3 clusters Score -5729015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -5729019.500000 Penalty: 5335.170410
	Iteration 62Q: 3 clusters Score -5729020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -5729029.500000 Penalty: 5335.170410
	Iteration 63Q: 3 clusters Score -5729030 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5729020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -5729011.000000 Penalty: 5335.170410
	Iteration 65Q: 3 clusters Score -5729011 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5729015 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -5729014.000000 Penalty: 5335.170410
	Iteration 67Q: 3 clusters Score -5729014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5729011 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -5729017.000000 Penalty: 5335.170410
	Iteration 69Q: 3 clusters Score -5729017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -5729021.000000 Penalty: 5335.170410
	Iteration 70Q: 3 clusters Score -5729021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -5729025.000000 Penalty: 5335.170410
	Iteration 71Q: 3 clusters Score -5729025 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -5729035.000000 Penalty: 5335.170410
	Iteration 72Q: 3 clusters Score -5729035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -5729037.500000 Penalty: 5335.170410
	Iteration 73Q: 3 clusters Score -5729038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -5729031.000000 Penalty: 5335.170410
	Iteration 74Q: 3 clusters Score -5729031 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5729032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -5729040.500000 Penalty: 5335.170410
	Iteration 76Q: 3 clusters Score -5729040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -5729028.500000 Penalty: 5335.170410
	Iteration 77Q: 3 clusters Score -5729028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5729036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -5729041.000000 Penalty: 5335.170410
	Iteration 79Q: 3 clusters Score -5729041 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -5729037.000000 Penalty: 5335.170410
	Iteration 80F: 3 clusters Score -5729037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -5729038.500000 Penalty: 5335.170410
	Iteration 81Q: 3 clusters Score -5729038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -5729041.000000 Penalty: 5335.170410
	Iteration 82Q: 3 clusters Score -5729041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -5729044.500000 Penalty: 5335.170410
	Iteration 83Q: 3 clusters Score -5729044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -5729042.000000 Penalty: 5335.170410
	Iteration 84Q: 3 clusters Score -5729042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -5729044.500000 Penalty: 5335.170410
	Iteration 85Q: 3 clusters Score -5729044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5729041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -5729046.500000 Penalty: 5335.170410
	Iteration 87Q: 3 clusters Score -5729046 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5729044 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -5729056.000000 Penalty: 5335.170410
	Iteration 89Q: 3 clusters Score -5729056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -5729057.500000 Penalty: 5335.170410
	Iteration 90Q: 3 clusters Score -5729058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -5729048.500000 Penalty: 5335.170410
	Iteration 91Q: 3 clusters Score -5729048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -5729060.500000 Penalty: 5335.170410
	Iteration 92Q: 3 clusters Score -5729060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -5729064.000000 Penalty: 5335.170410
	Iteration 93Q: 3 clusters Score -5729064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5729065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -5729066.000000 Penalty: 5335.170410
	Iteration 95Q: 3 clusters Score -5729066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -5729081.000000 Penalty: 5335.170410
	Iteration 96Q: 3 clusters Score -5729081 nChanged 16
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Mstep: Class 1 contains 36202 members 
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Entering Unmasked Estep 
Score: -5729084.500000 Penalty: 5335.170410
	Iteration 97Q: 3 clusters Score -5729084 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -5729076.000000 Penalty: 5335.170410
	Iteration 98Q: 3 clusters Score -5729076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -5729075.500000 Penalty: 5335.170410
	Iteration 99Q: 3 clusters Score -5729076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -5729082.500000 Penalty: 5335.170410
	Iteration 100F: 3 clusters Score -5729082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -5729071.000000 Penalty: 5335.170410
	Iteration 101Q: 3 clusters Score -5729071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -5729068.500000 Penalty: 5335.170410
	Iteration 102Q: 3 clusters Score -5729068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -5729079.500000 Penalty: 5335.170410
	Iteration 103Q: 3 clusters Score -5729080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -5729080.000000 Penalty: 5335.170410
	Iteration 104Q: 3 clusters Score -5729080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -5729085.500000 Penalty: 5335.170410
	Iteration 105Q: 3 clusters Score -5729086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -5729076.500000 Penalty: 5335.170410
	Iteration 106Q: 3 clusters Score -5729076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -5729090.000000 Penalty: 5335.170410
	Iteration 107Q: 3 clusters Score -5729090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -5729073.500000 Penalty: 5335.170410
	Iteration 108Q: 3 clusters Score -5729074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -5729073.000000 Penalty: 5335.170410
	Iteration 109Q: 3 clusters Score -5729073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -5729072.500000 Penalty: 5335.170410
	Iteration 110Q: 3 clusters Score -5729072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -5729082.500000 Penalty: 5335.170410
	Iteration 111Q: 3 clusters Score -5729082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -5729084.500000 Penalty: 5335.170410
	Iteration 112Q: 3 clusters Score -5729084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -5729075.000000 Penalty: 5335.170410
	Iteration 113Q: 3 clusters Score -5729075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -5729065.500000 Penalty: 5335.170410
	Iteration 114Q: 3 clusters Score -5729066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -5729056.500000 Penalty: 5335.170410
	Iteration 115Q: 3 clusters Score -5729056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -5729059.000000 Penalty: 5335.170410
	Iteration 116Q: 3 clusters Score -5729059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -5729055.500000 Penalty: 5335.170410
	Iteration 117Q: 3 clusters Score -5729056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -5729061.500000 Penalty: 5335.170410
	Iteration 118Q: 3 clusters Score -5729062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -5729056.000000 Penalty: 5335.170410
	Iteration 119Q: 3 clusters Score -5729056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -5729044.000000 Penalty: 5335.170410
	Iteration 120F: 3 clusters Score -5729044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -5729045.000000 Penalty: 5335.170410
	Iteration 121Q: 3 clusters Score -5729045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -5729047.000000 Penalty: 5335.170410
	Iteration 122Q: 3 clusters Score -5729047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -5729053.500000 Penalty: 5335.170410
	Iteration 123Q: 3 clusters Score -5729054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -5729057.500000 Penalty: 5335.170410
	Iteration 124Q: 3 clusters Score -5729058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -5729050.500000 Penalty: 5335.170410
	Iteration 125Q: 3 clusters Score -5729050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -5729058.000000 Penalty: 5335.170410
	Iteration 126Q: 3 clusters Score -5729058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -5729057.000000 Penalty: 5335.170410
	Iteration 127Q: 3 clusters Score -5729057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -5729055.500000 Penalty: 5335.170410
	Iteration 128Q: 3 clusters Score -5729056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -5729051.000000 Penalty: 5335.170410
	Iteration 129Q: 3 clusters Score -5729051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -5729050.000000 Penalty: 5335.170410
	Iteration 130Q: 3 clusters Score -5729050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -5729045.500000 Penalty: 5335.170410
	Iteration 131Q: 3 clusters Score -5729046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -5729042.000000 Penalty: 5335.170410
	Iteration 132Q: 3 clusters Score -5729042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -5729038.500000 Penalty: 5335.170410
	Iteration 133Q: 3 clusters Score -5729038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -5729038.000000 Penalty: 5335.170410
	Iteration 134Q: 3 clusters Score -5729038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -5729039.500000 Penalty: 5335.170410
	Iteration 135Q: 3 clusters Score -5729040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -5729039.000000 Penalty: 5335.170410
	Iteration 136Q: 3 clusters Score -5729039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -5729037.500000 Penalty: 5335.170410
	Iteration 137Q: 3 clusters Score -5729038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -5729033.000000 Penalty: 5335.170410
	Iteration 138Q: 3 clusters Score -5729033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -5729032.000000 Penalty: 5335.170410
	Iteration 139Q: 3 clusters Score -5729032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -5729036.000000 Penalty: 5335.170410
	Iteration 140F: 3 clusters Score -5729036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -5729041.000000 Penalty: 5335.170410
	Iteration 141Q: 3 clusters Score -5729041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -5729034.500000 Penalty: 5335.170410
	Iteration 142Q: 3 clusters Score -5729034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -5729032.500000 Penalty: 5335.170410
	Iteration 143Q: 3 clusters Score -5729032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -5729033.500000 Penalty: 5335.170410
	Iteration 144Q: 3 clusters Score -5729034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -5729027.000000 Penalty: 5335.170410
	Iteration 145Q: 3 clusters Score -5729027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -5729027.000000 Penalty: 5335.170410
	Iteration 146F: 3 clusters Score -5729027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 31609 members 
Mstep: Class 3 contains 54317 members 
Mstep: Class 4 contains 284226 members 
Mstep: Class 5 contains 43074 members 
Mstep: Class 6 contains 36549 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 107174 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 21231 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 136144 members 
Mstep: Class 13 contains 125198 members 
Mstep: Class 14 contains 5476 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100537 members 
Mstep: Class 17 contains 23495 members 
Mstep: Class 18 contains 24614 members 
Mstep: Class 19 contains 68068 members 
Mstep: Class 20 contains 21849 members 
Mstep: Class 21 contains 3785 members 
Mstep: Class 22 contains 2160 members 
Mstep: Class 23 contains 13680 members 
Mstep: Class 24 contains 16482 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 10380 members 
Entering Unmasked Estep 
Score: -157711152.000000 Penalty: 94085.835938
Splitting cluster 6 changes total score from -157711952.000000 to -157711152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Entering Unmasked Estep 
Score: -309893.031250 Penalty: 1955.188232
	Iteration 0F: 2 clusters Score -309893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -306808.343750 Penalty: 3910.376465
	Iteration 0F: 3 clusters Score -306808.3 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -307429.781250 Penalty: 3910.376465
	Iteration 1F: 3 clusters Score -307429.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -307625.375000 Penalty: 3910.376465
	Iteration 2F: 3 clusters Score -307625.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -307766.218750 Penalty: 3910.376465
	Iteration 3F: 3 clusters Score -307766.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -307905.531250 Penalty: 3910.376465
	Iteration 4Q: 3 clusters Score -307905.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -308044.000000 Penalty: 3910.376465
	Iteration 5F: 3 clusters Score -308044 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -308162.656250 Penalty: 3910.376465
	Iteration 6Q: 3 clusters Score -308162.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -308263.250000 Penalty: 3910.376465
	Iteration 7Q: 3 clusters Score -308263.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -308368.375000 Penalty: 3910.376465
	Iteration 8Q: 3 clusters Score -308368.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -308492.781250 Penalty: 3910.376465
	Iteration 9Q: 3 clusters Score -308492.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -308592.687500 Penalty: 3910.376465
	Iteration 10Q: 3 clusters Score -308592.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -308663.312500 Penalty: 3910.376465
	Iteration 11Q: 3 clusters Score -308663.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -308709.000000 Penalty: 3910.376465
	Iteration 12Q: 3 clusters Score -308709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -308749.968750 Penalty: 3910.376465
	Iteration 13Q: 3 clusters Score -308750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -308796.843750 Penalty: 3910.376465
	Iteration 14Q: 3 clusters Score -308796.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -308839.312500 Penalty: 3910.376465
	Iteration 15Q: 3 clusters Score -308839.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -308891.218750 Penalty: 3910.376465
	Iteration 16Q: 3 clusters Score -308891.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -308943.125000 Penalty: 3910.376465
	Iteration 17Q: 3 clusters Score -308943.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -308993.843750 Penalty: 3910.376465
	Iteration 18Q: 3 clusters Score -308993.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -309035.750000 Penalty: 3910.376465
	Iteration 19Q: 3 clusters Score -309035.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -309087.843750 Penalty: 3910.376465
	Iteration 20F: 3 clusters Score -309087.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -309149.406250 Penalty: 3910.376465
	Iteration 21Q: 3 clusters Score -309149.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -309215.625000 Penalty: 3910.376465
	Iteration 22Q: 3 clusters Score -309215.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -309276.250000 Penalty: 3910.376465
	Iteration 23Q: 3 clusters Score -309276.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -309316.343750 Penalty: 3910.376465
	Iteration 24Q: 3 clusters Score -309316.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -309357.937500 Penalty: 3910.376465
	Iteration 25Q: 3 clusters Score -309357.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -309402.968750 Penalty: 3910.376465
	Iteration 26Q: 3 clusters Score -309403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -309442.937500 Penalty: 3910.376465
	Iteration 27Q: 3 clusters Score -309442.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -309463.156250 Penalty: 3910.376465
	Iteration 28Q: 3 clusters Score -309463.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -309468.875000 Penalty: 3910.376465
	Iteration 29Q: 3 clusters Score -309468.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -309481.406250 Penalty: 3910.376465
	Iteration 30Q: 3 clusters Score -309481.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -309492.093750 Penalty: 3910.376465
	Iteration 31Q: 3 clusters Score -309492.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -309496.906250 Penalty: 3910.376465
	Iteration 32Q: 3 clusters Score -309496.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -309503.312500 Penalty: 3910.376465
	Iteration 33Q: 3 clusters Score -309503.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -309512.531250 Penalty: 3910.376465
	Iteration 34Q: 3 clusters Score -309512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -309524.093750 Penalty: 3910.376465
	Iteration 35Q: 3 clusters Score -309524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -309529.937500 Penalty: 3910.376465
	Iteration 36Q: 3 clusters Score -309529.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -309531.843750 Penalty: 3910.376465
	Iteration 37Q: 3 clusters Score -309531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -309535.125000 Penalty: 3910.376465
	Iteration 38Q: 3 clusters Score -309535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -309538.812500 Penalty: 3910.376465
	Iteration 39Q: 3 clusters Score -309538.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -309542.906250 Penalty: 3910.376465
	Iteration 40F: 3 clusters Score -309542.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -309553.218750 Penalty: 3910.376465
	Iteration 41Q: 3 clusters Score -309553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -309558.656250 Penalty: 3910.376465
	Iteration 42Q: 3 clusters Score -309558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -309561.062500 Penalty: 3910.376465
	Iteration 43Q: 3 clusters Score -309561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -309561.718750 Penalty: 3910.376465
	Iteration 44Q: 3 clusters Score -309561.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -309561.718750 Penalty: 3910.376465
	Iteration 45F: 3 clusters Score -309561.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107174 members 
Entering Unmasked Estep 
Score: -13594093.000000 Penalty: 2872.387695
	Iteration 0F: 2 clusters Score -1.359409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -13522610.000000 Penalty: 5744.775391
	Iteration 0F: 3 clusters Score -1.352261e+07 nChanged 50822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -13551344.000000 Penalty: 5744.775391
	Iteration 1F: 3 clusters Score -1.355134e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -13552095.000000 Penalty: 5744.775391
	Iteration 2Q: 3 clusters Score -1.35521e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -13552987.000000 Penalty: 5744.775391
	Iteration 3Q: 3 clusters Score -1.355299e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -13554034.000000 Penalty: 5744.775391
	Iteration 4Q: 3 clusters Score -1.355403e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -13555841.000000 Penalty: 5744.775391
	Iteration 5Q: 3 clusters Score -1.355584e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -13558918.000000 Penalty: 5744.775391
	Iteration 6F: 3 clusters Score -1.355892e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76237 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -13563829.000000 Penalty: 5744.775391
	Iteration 7F: 3 clusters Score -1.356383e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84626 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -13570951.000000 Penalty: 5744.775391
	Iteration 8F: 3 clusters Score -1.357095e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -13578625.000000 Penalty: 5744.775391
	Iteration 9F: 3 clusters Score -1.357862e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99756 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -13584972.000000 Penalty: 5744.775391
	Iteration 10F: 3 clusters Score -1.358497e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103845 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -13588823.000000 Penalty: 5744.775391
	Iteration 11Q: 3 clusters Score -1.358882e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -13590485.000000 Penalty: 5744.775391
	Iteration 12Q: 3 clusters Score -1.359048e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106534 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -13591107.000000 Penalty: 5744.775391
	Iteration 13Q: 3 clusters Score -1.359111e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106751 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -13591313.000000 Penalty: 5744.775391
	Iteration 14Q: 3 clusters Score -1.359131e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106829 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -13591446.000000 Penalty: 5744.775391
	Iteration 15Q: 3 clusters Score -1.359145e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106868 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -13591534.000000 Penalty: 5744.775391
	Iteration 16Q: 3 clusters Score -1.359153e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106878 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -13591565.000000 Penalty: 5744.775391
	Iteration 17Q: 3 clusters Score -1.359156e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13591577.000000 Penalty: 5744.775391
	Iteration 18Q: 3 clusters Score -1.359158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106890 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13591581.000000 Penalty: 5744.775391
	Iteration 19Q: 3 clusters Score -1.359158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106896 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13591582.000000 Penalty: 5744.775391
	Iteration 20F: 3 clusters Score -1.359158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106895 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13591590.000000 Penalty: 5744.775391
	Iteration 21Q: 3 clusters Score -1.359159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13591592.000000 Penalty: 5744.775391
	Iteration 22Q: 3 clusters Score -1.359159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13591592.000000 Penalty: 5744.775391
	Iteration 23F: 3 clusters Score -1.359159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -92583.585938 Penalty: 1650.549194
	Iteration 0F: 2 clusters Score -92583.59 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 388 members 
Entering Unmasked Estep 
Score: -90811.164062 Penalty: 3301.098389
	Iteration 0F: 3 clusters Score -90811.16 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91024.867188 Penalty: 3301.098389
	Iteration 1F: 3 clusters Score -91024.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91098.734375 Penalty: 3301.098389
	Iteration 2F: 3 clusters Score -91098.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91137.648438 Penalty: 3301.098389
	Iteration 3Q: 3 clusters Score -91137.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -91155.398438 Penalty: 3301.098389
	Iteration 4Q: 3 clusters Score -91155.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91165.734375 Penalty: 3301.098389
	Iteration 5Q: 3 clusters Score -91165.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91172.742188 Penalty: 3301.098389
	Iteration 6Q: 3 clusters Score -91172.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91178.515625 Penalty: 3301.098389
	Iteration 7Q: 3 clusters Score -91178.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -91184.921875 Penalty: 3301.098389
	Iteration 8Q: 3 clusters Score -91184.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -91192.734375 Penalty: 3301.098389
	Iteration 9Q: 3 clusters Score -91192.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -91207.968750 Penalty: 3301.098389
	Iteration 10Q: 3 clusters Score -91207.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91215.671875 Penalty: 3301.098389
	Iteration 11Q: 3 clusters Score -91215.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91218.656250 Penalty: 3301.098389
	Iteration 12Q: 3 clusters Score -91218.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -91222.523438 Penalty: 3301.098389
	Iteration 13Q: 3 clusters Score -91222.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91223.890625 Penalty: 3301.098389
	Iteration 14Q: 3 clusters Score -91223.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -91225.593750 Penalty: 3301.098389
	Iteration 15Q: 3 clusters Score -91225.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -91228.859375 Penalty: 3301.098389
	Iteration 16Q: 3 clusters Score -91228.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -91234.101562 Penalty: 3301.098389
	Iteration 17Q: 3 clusters Score -91234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -91239.312500 Penalty: 3301.098389
	Iteration 18Q: 3 clusters Score -91239.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -91241.695312 Penalty: 3301.098389
	Iteration 19Q: 3 clusters Score -91241.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -91242.539062 Penalty: 3301.098389
	Iteration 20F: 3 clusters Score -91242.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Entering Unmasked Estep 
Score: -2507848.250000 Penalty: 2470.877930
	Iteration 0F: 2 clusters Score -2507848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2492887.250000 Penalty: 4941.755859
	Iteration 0F: 3 clusters Score -2492887 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2498214.250000 Penalty: 4941.755859
	Iteration 1F: 3 clusters Score -2498214 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2499264.000000 Penalty: 4941.755859
	Iteration 2F: 3 clusters Score -2499264 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2500481.750000 Penalty: 4941.755859
	Iteration 3F: 3 clusters Score -2500482 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2501644.750000 Penalty: 4941.755859
	Iteration 4F: 3 clusters Score -2501645 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2502709.000000 Penalty: 4941.755859
	Iteration 5F: 3 clusters Score -2502709 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2503559.250000 Penalty: 4941.755859
	Iteration 6F: 3 clusters Score -2503559 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2504128.000000 Penalty: 4941.755859
	Iteration 7Q: 3 clusters Score -2504128 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2504544.500000 Penalty: 4941.755859
	Iteration 8Q: 3 clusters Score -2504544 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2504819.500000 Penalty: 4941.755859
	Iteration 9Q: 3 clusters Score -2504820 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2504977.250000 Penalty: 4941.755859
	Iteration 10Q: 3 clusters Score -2504977 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2505070.250000 Penalty: 4941.755859
	Iteration 11Q: 3 clusters Score -2505070 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2505129.250000 Penalty: 4941.755859
	Iteration 12Q: 3 clusters Score -2505129 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2505175.500000 Penalty: 4941.755859
	Iteration 13Q: 3 clusters Score -2505176 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2505219.000000 Penalty: 4941.755859
	Iteration 14Q: 3 clusters Score -2505219 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2505242.750000 Penalty: 4941.755859
	Iteration 15Q: 3 clusters Score -2505243 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2505278.000000 Penalty: 4941.755859
	Iteration 16Q: 3 clusters Score -2505278 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2505324.500000 Penalty: 4941.755859
	Iteration 17Q: 3 clusters Score -2505324 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2505364.750000 Penalty: 4941.755859
	Iteration 18Q: 3 clusters Score -2505365 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2505411.750000 Penalty: 4941.755859
	Iteration 19Q: 3 clusters Score -2505412 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2505459.250000 Penalty: 4941.755859
	Iteration 20F: 3 clusters Score -2505459 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2505494.000000 Penalty: 4941.755859
	Iteration 21Q: 3 clusters Score -2505494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2505513.250000 Penalty: 4941.755859
	Iteration 22Q: 3 clusters Score -2505513 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2505531.250000 Penalty: 4941.755859
	Iteration 23Q: 3 clusters Score -2505531 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2505552.250000 Penalty: 4941.755859
	Iteration 24Q: 3 clusters Score -2505552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2505565.250000 Penalty: 4941.755859
	Iteration 25Q: 3 clusters Score -2505565 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2505581.500000 Penalty: 4941.755859
	Iteration 26Q: 3 clusters Score -2505582 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2505593.250000 Penalty: 4941.755859
	Iteration 27Q: 3 clusters Score -2505593 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2505610.500000 Penalty: 4941.755859
	Iteration 28Q: 3 clusters Score -2505610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2505629.250000 Penalty: 4941.755859
	Iteration 29Q: 3 clusters Score -2505629 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2505662.250000 Penalty: 4941.755859
	Iteration 30Q: 3 clusters Score -2505662 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2505705.750000 Penalty: 4941.755859
	Iteration 31Q: 3 clusters Score -2505706 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2505767.500000 Penalty: 4941.755859
	Iteration 32Q: 3 clusters Score -2505768 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2505815.750000 Penalty: 4941.755859
	Iteration 33Q: 3 clusters Score -2505816 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2505877.250000 Penalty: 4941.755859
	Iteration 34Q: 3 clusters Score -2505877 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2505935.250000 Penalty: 4941.755859
	Iteration 35Q: 3 clusters Score -2505935 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2505987.750000 Penalty: 4941.755859
	Iteration 36Q: 3 clusters Score -2505988 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2506032.250000 Penalty: 4941.755859
	Iteration 37Q: 3 clusters Score -2506032 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2506071.750000 Penalty: 4941.755859
	Iteration 38Q: 3 clusters Score -2506072 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2506131.000000 Penalty: 4941.755859
	Iteration 39Q: 3 clusters Score -2506131 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2506196.000000 Penalty: 4941.755859
	Iteration 40F: 3 clusters Score -2506196 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2506282.000000 Penalty: 4941.755859
	Iteration 41Q: 3 clusters Score -2506282 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2506362.500000 Penalty: 4941.755859
	Iteration 42Q: 3 clusters Score -2506362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2506438.750000 Penalty: 4941.755859
	Iteration 43Q: 3 clusters Score -2506439 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2506488 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2506540.500000 Penalty: 4941.755859
	Iteration 45Q: 3 clusters Score -2506540 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2506597.250000 Penalty: 4941.755859
	Iteration 46Q: 3 clusters Score -2506597 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2506622.000000 Penalty: 4941.755859
	Iteration 47Q: 3 clusters Score -2506622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2506645.250000 Penalty: 4941.755859
	Iteration 48Q: 3 clusters Score -2506645 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2506661.000000 Penalty: 4941.755859
	Iteration 49Q: 3 clusters Score -2506661 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2506686.500000 Penalty: 4941.755859
	Iteration 50Q: 3 clusters Score -2506686 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2506719.500000 Penalty: 4941.755859
	Iteration 51Q: 3 clusters Score -2506720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2506757.250000 Penalty: 4941.755859
	Iteration 52Q: 3 clusters Score -2506757 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2506779.000000 Penalty: 4941.755859
	Iteration 53Q: 3 clusters Score -2506779 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2506804.750000 Penalty: 4941.755859
	Iteration 54Q: 3 clusters Score -2506805 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2506831.000000 Penalty: 4941.755859
	Iteration 55Q: 3 clusters Score -2506831 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2506846.750000 Penalty: 4941.755859
	Iteration 56Q: 3 clusters Score -2506847 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2506870.250000 Penalty: 4941.755859
	Iteration 57Q: 3 clusters Score -2506870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2506888.250000 Penalty: 4941.755859
	Iteration 58Q: 3 clusters Score -2506888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2506922.500000 Penalty: 4941.755859
	Iteration 59Q: 3 clusters Score -2506922 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2506943.500000 Penalty: 4941.755859
	Iteration 60F: 3 clusters Score -2506944 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2506966.250000 Penalty: 4941.755859
	Iteration 61Q: 3 clusters Score -2506966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2506980 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2507005.750000 Penalty: 4941.755859
	Iteration 63Q: 3 clusters Score -2507006 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2507016.750000 Penalty: 4941.755859
	Iteration 64Q: 3 clusters Score -2507017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2507043.500000 Penalty: 4941.755859
	Iteration 65Q: 3 clusters Score -2507044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2507053.750000 Penalty: 4941.755859
	Iteration 66Q: 3 clusters Score -2507054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2507068.500000 Penalty: 4941.755859
	Iteration 67Q: 3 clusters Score -2507068 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2507092.500000 Penalty: 4941.755859
	Iteration 68Q: 3 clusters Score -2507092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2507094.750000 Penalty: 4941.755859
	Iteration 69Q: 3 clusters Score -2507095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2507102.500000 Penalty: 4941.755859
	Iteration 70Q: 3 clusters Score -2507102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2507105.000000 Penalty: 4941.755859
	Iteration 71Q: 3 clusters Score -2507105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2507114.250000 Penalty: 4941.755859
	Iteration 72Q: 3 clusters Score -2507114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2507112.000000 Penalty: 4941.755859
	Iteration 73Q: 3 clusters Score -2507112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2507112.500000 Penalty: 4941.755859
	Iteration 74Q: 3 clusters Score -2507112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2507117.000000 Penalty: 4941.755859
	Iteration 75Q: 3 clusters Score -2507117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2507119.500000 Penalty: 4941.755859
	Iteration 76Q: 3 clusters Score -2507120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2507121.500000 Penalty: 4941.755859
	Iteration 77Q: 3 clusters Score -2507122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2507122.750000 Penalty: 4941.755859
	Iteration 78Q: 3 clusters Score -2507123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2507129.500000 Penalty: 4941.755859
	Iteration 79Q: 3 clusters Score -2507130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2507139.750000 Penalty: 4941.755859
	Iteration 80F: 3 clusters Score -2507140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2507135.750000 Penalty: 4941.755859
	Iteration 81Q: 3 clusters Score -2507136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2507138.000000 Penalty: 4941.755859
	Iteration 82Q: 3 clusters Score -2507138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2507143.500000 Penalty: 4941.755859
	Iteration 83Q: 3 clusters Score -2507144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2507147.500000 Penalty: 4941.755859
	Iteration 84Q: 3 clusters Score -2507148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2507156.250000 Penalty: 4941.755859
	Iteration 85Q: 3 clusters Score -2507156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2507163.000000 Penalty: 4941.755859
	Iteration 86Q: 3 clusters Score -2507163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2507162.500000 Penalty: 4941.755859
	Iteration 87Q: 3 clusters Score -2507162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2507163.250000 Penalty: 4941.755859
	Iteration 88Q: 3 clusters Score -2507163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2507175.250000 Penalty: 4941.755859
	Iteration 89Q: 3 clusters Score -2507175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2507170.750000 Penalty: 4941.755859
	Iteration 90Q: 3 clusters Score -2507171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2507172.750000 Penalty: 4941.755859
	Iteration 91Q: 3 clusters Score -2507173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2507173.750000 Penalty: 4941.755859
	Iteration 92Q: 3 clusters Score -2507174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2507179.500000 Penalty: 4941.755859
	Iteration 93Q: 3 clusters Score -2507180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2507185.500000 Penalty: 4941.755859
	Iteration 94Q: 3 clusters Score -2507186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2507191.000000 Penalty: 4941.755859
	Iteration 95Q: 3 clusters Score -2507191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2507192.750000 Penalty: 4941.755859
	Iteration 96Q: 3 clusters Score -2507193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2507195.250000 Penalty: 4941.755859
	Iteration 97Q: 3 clusters Score -2507195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2507188.750000 Penalty: 4941.755859
	Iteration 98Q: 3 clusters Score -2507189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2507195.250000 Penalty: 4941.755859
	Iteration 99Q: 3 clusters Score -2507195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2507188.500000 Penalty: 4941.755859
	Iteration 100F: 3 clusters Score -2507188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2507193.750000 Penalty: 4941.755859
	Iteration 101Q: 3 clusters Score -2507194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2507198.000000 Penalty: 4941.755859
	Iteration 102Q: 3 clusters Score -2507198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2507199.500000 Penalty: 4941.755859
	Iteration 103Q: 3 clusters Score -2507200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2507199.500000 Penalty: 4941.755859
	Iteration 104Q: 3 clusters Score -2507200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2507202.750000 Penalty: 4941.755859
	Iteration 105Q: 3 clusters Score -2507203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2507201.000000 Penalty: 4941.755859
	Iteration 106Q: 3 clusters Score -2507201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2507203.750000 Penalty: 4941.755859
	Iteration 107Q: 3 clusters Score -2507204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2507210.500000 Penalty: 4941.755859
	Iteration 108Q: 3 clusters Score -2507210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2507207.000000 Penalty: 4941.755859
	Iteration 109Q: 3 clusters Score -2507207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2507208.500000 Penalty: 4941.755859
	Iteration 110Q: 3 clusters Score -2507208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2507211.750000 Penalty: 4941.755859
	Iteration 111Q: 3 clusters Score -2507212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2507212.000000 Penalty: 4941.755859
	Iteration 112Q: 3 clusters Score -2507212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2507208.250000 Penalty: 4941.755859
	Iteration 113Q: 3 clusters Score -2507208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2507212.500000 Penalty: 4941.755859
	Iteration 114Q: 3 clusters Score -2507212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2507211 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2507211.250000 Penalty: 4941.755859
	Iteration 116F: 3 clusters Score -2507211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39499 members 
Entering Unmasked Estep 
Score: -5172466.000000 Penalty: 2624.839355
	Iteration 0F: 2 clusters Score -5172466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -5145747.000000 Penalty: 5249.678711
	Iteration 0F: 3 clusters Score -5145747 nChanged 17914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -5155419.500000 Penalty: 5249.678711
	Iteration 1F: 3 clusters Score -5155420 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -5155972.500000 Penalty: 5249.678711
	Iteration 2Q: 3 clusters Score -5155972 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -5156454.500000 Penalty: 5249.678711
	Iteration 3Q: 3 clusters Score -5156454 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5156929.000000 Penalty: 5249.678711
	Iteration 4Q: 3 clusters Score -5156929 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5157430.500000 Penalty: 5249.678711
	Iteration 5Q: 3 clusters Score -5157430 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -5158071.000000 Penalty: 5249.678711
	Iteration 6Q: 3 clusters Score -5158071 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -5158917.500000 Penalty: 5249.678711
	Iteration 7Q: 3 clusters Score -5158918 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -5160110.500000 Penalty: 5249.678711
	Iteration 8F: 3 clusters Score -5160110 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -5161609.500000 Penalty: 5249.678711
	Iteration 9F: 3 clusters Score -5161610 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -5163503.000000 Penalty: 5249.678711
	Iteration 10F: 3 clusters Score -5163503 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -5165442.000000 Penalty: 5249.678711
	Iteration 11F: 3 clusters Score -5165442 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -5167007.000000 Penalty: 5249.678711
	Iteration 12Q: 3 clusters Score -5167007 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -5168069.000000 Penalty: 5249.678711
	Iteration 13Q: 3 clusters Score -5168069 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -5168689.000000 Penalty: 5249.678711
	Iteration 14Q: 3 clusters Score -5168689 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -5168984.000000 Penalty: 5249.678711
	Iteration 15Q: 3 clusters Score -5168984 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -5169179.000000 Penalty: 5249.678711
	Iteration 16Q: 3 clusters Score -5169179 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -5169306.000000 Penalty: 5249.678711
	Iteration 17Q: 3 clusters Score -5169306 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -5169411.500000 Penalty: 5249.678711
	Iteration 18Q: 3 clusters Score -5169412 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -5169514.500000 Penalty: 5249.678711
	Iteration 19Q: 3 clusters Score -5169514 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -5169596.500000 Penalty: 5249.678711
	Iteration 20F: 3 clusters Score -5169596 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -5169644.500000 Penalty: 5249.678711
	Iteration 21Q: 3 clusters Score -5169644 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5169701.000000 Penalty: 5249.678711
	Iteration 22Q: 3 clusters Score -5169701 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -5169745.000000 Penalty: 5249.678711
	Iteration 23Q: 3 clusters Score -5169745 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -5169788.500000 Penalty: 5249.678711
	Iteration 24Q: 3 clusters Score -5169788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -5169845.000000 Penalty: 5249.678711
	Iteration 25Q: 3 clusters Score -5169845 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -5169861.000000 Penalty: 5249.678711
	Iteration 26Q: 3 clusters Score -5169861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -5169886.500000 Penalty: 5249.678711
	Iteration 27Q: 3 clusters Score -5169886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -5169910.000000 Penalty: 5249.678711
	Iteration 28Q: 3 clusters Score -5169910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -5169915.500000 Penalty: 5249.678711
	Iteration 29Q: 3 clusters Score -5169916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -5169920.500000 Penalty: 5249.678711
	Iteration 30Q: 3 clusters Score -5169920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -5169935.500000 Penalty: 5249.678711
	Iteration 31Q: 3 clusters Score -5169936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -5169941.000000 Penalty: 5249.678711
	Iteration 32Q: 3 clusters Score -5169941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -5169943.500000 Penalty: 5249.678711
	Iteration 33Q: 3 clusters Score -5169944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -5169944.000000 Penalty: 5249.678711
	Iteration 34Q: 3 clusters Score -5169944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -5169969.500000 Penalty: 5249.678711
	Iteration 35Q: 3 clusters Score -5169970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -5169974.000000 Penalty: 5249.678711
	Iteration 36Q: 3 clusters Score -5169974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -5169981.000000 Penalty: 5249.678711
	Iteration 37Q: 3 clusters Score -5169981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -5169978.500000 Penalty: 5249.678711
	Iteration 38Q: 3 clusters Score -5169978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -5169982.000000 Penalty: 5249.678711
	Iteration 39Q: 3 clusters Score -5169982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -5169984.500000 Penalty: 5249.678711
	Iteration 40F: 3 clusters Score -5169984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -5169988.000000 Penalty: 5249.678711
	Iteration 41Q: 3 clusters Score -5169988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -5169992.500000 Penalty: 5249.678711
	Iteration 42Q: 3 clusters Score -5169992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -5169992.000000 Penalty: 5249.678711
	Iteration 43Q: 3 clusters Score -5169992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -5169998.000000 Penalty: 5249.678711
	Iteration 44Q: 3 clusters Score -5169998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -5169996.500000 Penalty: 5249.678711
	Iteration 45Q: 3 clusters Score -5169996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -5169991.500000 Penalty: 5249.678711
	Iteration 46Q: 3 clusters Score -5169992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -5170003.500000 Penalty: 5249.678711
	Iteration 47Q: 3 clusters Score -5170004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -5170015.000000 Penalty: 5249.678711
	Iteration 48Q: 3 clusters Score -5170015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -5170010.000000 Penalty: 5249.678711
	Iteration 49Q: 3 clusters Score -5170010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -5170016.500000 Penalty: 5249.678711
	Iteration 50Q: 3 clusters Score -5170016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -5170013.500000 Penalty: 5249.678711
	Iteration 51Q: 3 clusters Score -5170014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -5170021.000000 Penalty: 5249.678711
	Iteration 52Q: 3 clusters Score -5170021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5170027.000000 Penalty: 5249.678711
	Iteration 53Q: 3 clusters Score -5170027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -5170030.500000 Penalty: 5249.678711
	Iteration 54Q: 3 clusters Score -5170030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -5170032.000000 Penalty: 5249.678711
	Iteration 55Q: 3 clusters Score -5170032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -5170037.500000 Penalty: 5249.678711
	Iteration 56Q: 3 clusters Score -5170038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -5170039.500000 Penalty: 5249.678711
	Iteration 57Q: 3 clusters Score -5170040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -5170037.000000 Penalty: 5249.678711
	Iteration 58Q: 3 clusters Score -5170037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -5170050.000000 Penalty: 5249.678711
	Iteration 59Q: 3 clusters Score -5170050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -5170045.500000 Penalty: 5249.678711
	Iteration 60F: 3 clusters Score -5170046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -5170052.000000 Penalty: 5249.678711
	Iteration 61Q: 3 clusters Score -5170052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -5170054.500000 Penalty: 5249.678711
	Iteration 62Q: 3 clusters Score -5170054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -5170054.000000 Penalty: 5249.678711
	Iteration 63Q: 3 clusters Score -5170054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -5170062.000000 Penalty: 5249.678711
	Iteration 64Q: 3 clusters Score -5170062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -5170070.000000 Penalty: 5249.678711
	Iteration 65Q: 3 clusters Score -5170070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -5170066.500000 Penalty: 5249.678711
	Iteration 66Q: 3 clusters Score -5170066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -5170073.000000 Penalty: 5249.678711
	Iteration 67Q: 3 clusters Score -5170073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -5170071.500000 Penalty: 5249.678711
	Iteration 68Q: 3 clusters Score -5170072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -5170073.000000 Penalty: 5249.678711
	Iteration 69Q: 3 clusters Score -5170073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -5170073.500000 Penalty: 5249.678711
	Iteration 70Q: 3 clusters Score -5170074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -5170079.500000 Penalty: 5249.678711
	Iteration 71Q: 3 clusters Score -5170080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -5170082.000000 Penalty: 5249.678711
	Iteration 72Q: 3 clusters Score -5170082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -5170085.000000 Penalty: 5249.678711
	Iteration 73Q: 3 clusters Score -5170085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -5170086.000000 Penalty: 5249.678711
	Iteration 74Q: 3 clusters Score -5170086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -5170091.500000 Penalty: 5249.678711
	Iteration 75Q: 3 clusters Score -5170092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -5170084.000000 Penalty: 5249.678711
	Iteration 76Q: 3 clusters Score -5170084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -5170083.500000 Penalty: 5249.678711
	Iteration 77Q: 3 clusters Score -5170084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -5170085.000000 Penalty: 5249.678711
	Iteration 78Q: 3 clusters Score -5170085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -5170095.000000 Penalty: 5249.678711
	Iteration 79Q: 3 clusters Score -5170095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -5170094.000000 Penalty: 5249.678711
	Iteration 80F: 3 clusters Score -5170094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -5170103.000000 Penalty: 5249.678711
	Iteration 81Q: 3 clusters Score -5170103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -5170104.500000 Penalty: 5249.678711
	Iteration 82Q: 3 clusters Score -5170104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -5170104.000000 Penalty: 5249.678711
	Iteration 83Q: 3 clusters Score -5170104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -5170106.000000 Penalty: 5249.678711
	Iteration 84Q: 3 clusters Score -5170106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -5170103.500000 Penalty: 5249.678711
	Iteration 85Q: 3 clusters Score -5170104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -5170107.000000 Penalty: 5249.678711
	Iteration 86Q: 3 clusters Score -5170107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -5170110.000000 Penalty: 5249.678711
	Iteration 87Q: 3 clusters Score -5170110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -5170110.000000 Penalty: 5249.678711
	Iteration 88F: 3 clusters Score -5170110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (136144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136144 members 
Entering Unmasked Estep 
Score: -17642264.000000 Penalty: 2931.724121
	Iteration 0F: 2 clusters Score -1.764226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67812 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -17552062.000000 Penalty: 5863.448242
	Iteration 0F: 3 clusters Score -1.755206e+07 nChanged 64807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 71039 members 
Entering Unmasked Estep 
Score: -17589580.000000 Penalty: 5863.448242
	Iteration 1F: 3 clusters Score -1.758958e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 72948 members 
Entering Unmasked Estep 
Score: -17590576.000000 Penalty: 5863.448242
	Iteration 2Q: 3 clusters Score -1.759058e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -17591894.000000 Penalty: 5863.448242
	Iteration 3Q: 3 clusters Score -1.759189e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -17594338.000000 Penalty: 5863.448242
	Iteration 4Q: 3 clusters Score -1.759434e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -17598246.000000 Penalty: 5863.448242
	Iteration 5F: 3 clusters Score -1.759825e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 95531 members 
Entering Unmasked Estep 
Score: -17604706.000000 Penalty: 5863.448242
	Iteration 6F: 3 clusters Score -1.760471e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 106261 members 
Entering Unmasked Estep 
Score: -17614050.000000 Penalty: 5863.448242
	Iteration 7F: 3 clusters Score -1.761405e+07 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -17624168.000000 Penalty: 5863.448242
	Iteration 8F: 3 clusters Score -1.762417e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 125229 members 
Entering Unmasked Estep 
Score: -17631814.000000 Penalty: 5863.448242
	Iteration 9F: 3 clusters Score -1.763181e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 130186 members 
Entering Unmasked Estep 
Score: -17636148.000000 Penalty: 5863.448242
	Iteration 10Q: 3 clusters Score -1.763615e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 132791 members 
Entering Unmasked Estep 
Score: -17638256.000000 Penalty: 5863.448242
	Iteration 11Q: 3 clusters Score -1.763826e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 133980 members 
Entering Unmasked Estep 
Score: -17639272.000000 Penalty: 5863.448242
	Iteration 12Q: 3 clusters Score -1.763927e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 134509 members 
Entering Unmasked Estep 
Score: -17639674.000000 Penalty: 5863.448242
	Iteration 13Q: 3 clusters Score -1.763967e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 134775 members 
Entering Unmasked Estep 
Score: -17639896.000000 Penalty: 5863.448242
	Iteration 14Q: 3 clusters Score -1.76399e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 134912 members 
Entering Unmasked Estep 
Score: -17640026.000000 Penalty: 5863.448242
	Iteration 15Q: 3 clusters Score -1.764003e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 134992 members 
Entering Unmasked Estep 
Score: -17640056.000000 Penalty: 5863.448242
	Iteration 16Q: 3 clusters Score -1.764006e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 135050 members 
Entering Unmasked Estep 
Score: -17640118.000000 Penalty: 5863.448242
	Iteration 17Q: 3 clusters Score -1.764012e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 135088 members 
Entering Unmasked Estep 
Score: -17640142.000000 Penalty: 5863.448242
	Iteration 18Q: 3 clusters Score -1.764014e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 135112 members 
Entering Unmasked Estep 
Score: -17640192.000000 Penalty: 5863.448242
	Iteration 19Q: 3 clusters Score -1.764019e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 135136 members 
Entering Unmasked Estep 
Score: -17640234.000000 Penalty: 5863.448242
	Iteration 20F: 3 clusters Score -1.764023e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 135149 members 
Entering Unmasked Estep 
Score: -17640274.000000 Penalty: 5863.448242
	Iteration 21Q: 3 clusters Score -1.764027e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 135154 members 
Entering Unmasked Estep 
Score: -17640274.000000 Penalty: 5863.448242
	Iteration 22Q: 3 clusters Score -1.764027e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 135152 members 
Entering Unmasked Estep 
Score: -17640286.000000 Penalty: 5863.448242
	Iteration 23Q: 3 clusters Score -1.764029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 135151 members 
Entering Unmasked Estep 
Score: -17640286.000000 Penalty: 5863.448242
	Iteration 24Q: 3 clusters Score -1.764029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 135154 members 
Entering Unmasked Estep 
Score: -17640310.000000 Penalty: 5863.448242
	Iteration 25Q: 3 clusters Score -1.764031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 135152 members 
Entering Unmasked Estep 
Score: -17640326.000000 Penalty: 5863.448242
	Iteration 26Q: 3 clusters Score -1.764033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 135150 members 
Entering Unmasked Estep 
Score: -17640334.000000 Penalty: 5863.448242
	Iteration 27Q: 3 clusters Score -1.764033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 135149 members 
Entering Unmasked Estep 
Score: -17640312.000000 Penalty: 5863.448242
	Iteration 28Q: 3 clusters Score -1.764031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 135149 members 
Entering Unmasked Estep 
Score: -17640322.000000 Penalty: 5863.448242
	Iteration 29Q: 3 clusters Score -1.764032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 135147 members 
Entering Unmasked Estep 
Score: -17640322.000000 Penalty: 5863.448242
	Iteration 30Q: 3 clusters Score -1.764032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 135148 members 
Entering Unmasked Estep 
Score: -17640316.000000 Penalty: 5863.448242
	Iteration 31Q: 3 clusters Score -1.764032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 135149 members 
Entering Unmasked Estep 
Score: -17640314.000000 Penalty: 5863.448242
	Iteration 32Q: 3 clusters Score -1.764031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 135149 members 
Entering Unmasked Estep 
Score: -17640314.000000 Penalty: 5863.448242
	Iteration 33F: 3 clusters Score -1.764031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (125198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125198 members 
Entering Unmasked Estep 
Score: -16022653.000000 Penalty: 2910.937744
	Iteration 0F: 2 clusters Score -1.602265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -15939461.000000 Penalty: 5821.875488
	Iteration 0F: 3 clusters Score -1.593946e+07 nChanged 59824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -15973960.000000 Penalty: 5821.875488
	Iteration 1F: 3 clusters Score -1.597396e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -15975057.000000 Penalty: 5821.875488
	Iteration 2Q: 3 clusters Score -1.597506e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -15976597.000000 Penalty: 5821.875488
	Iteration 3Q: 3 clusters Score -1.59766e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -15979056.000000 Penalty: 5821.875488
	Iteration 4Q: 3 clusters Score -1.597906e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -15983097.000000 Penalty: 5821.875488
	Iteration 5F: 3 clusters Score -1.59831e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83837 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -15988614.000000 Penalty: 5821.875488
	Iteration 6F: 3 clusters Score -1.598861e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -15994450.000000 Penalty: 5821.875488
	Iteration 7F: 3 clusters Score -1.599445e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96425 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -16000020.000000 Penalty: 5821.875488
	Iteration 8F: 3 clusters Score -1.600002e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -16005630.000000 Penalty: 5821.875488
	Iteration 9F: 3 clusters Score -1.600563e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106271 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -16010733.000000 Penalty: 5821.875488
	Iteration 10Q: 3 clusters Score -1.601073e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108881 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -16014495.000000 Penalty: 5821.875488
	Iteration 11Q: 3 clusters Score -1.60145e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110179 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -16016920.000000 Penalty: 5821.875488
	Iteration 12Q: 3 clusters Score -1.601692e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110831 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -16018070.000000 Penalty: 5821.875488
	Iteration 13Q: 3 clusters Score -1.601807e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111269 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -16018865.000000 Penalty: 5821.875488
	Iteration 14Q: 3 clusters Score -1.601886e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111662 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -16019357.000000 Penalty: 5821.875488
	Iteration 15Q: 3 clusters Score -1.601936e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112009 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -16019701.000000 Penalty: 5821.875488
	Iteration 16Q: 3 clusters Score -1.60197e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112312 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -16019989.000000 Penalty: 5821.875488
	Iteration 17Q: 3 clusters Score -1.601999e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112630 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -16020121.000000 Penalty: 5821.875488
	Iteration 18Q: 3 clusters Score -1.602012e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112887 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -16020290.000000 Penalty: 5821.875488
	Iteration 19Q: 3 clusters Score -1.602029e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113090 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -16020419.000000 Penalty: 5821.875488
	Iteration 20F: 3 clusters Score -1.602042e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113316 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -16020547.000000 Penalty: 5821.875488
	Iteration 21Q: 3 clusters Score -1.602055e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113523 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -16020559.000000 Penalty: 5821.875488
	Iteration 22Q: 3 clusters Score -1.602056e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113726 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -16020606.000000 Penalty: 5821.875488
	Iteration 23Q: 3 clusters Score -1.602061e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113922 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -16020605.000000 Penalty: 5821.875488
	Iteration 24Q: 3 clusters Score -1.60206e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114084 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -16020658.000000 Penalty: 5821.875488
	Iteration 25Q: 3 clusters Score -1.602066e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114244 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -16020664.000000 Penalty: 5821.875488
	Iteration 26Q: 3 clusters Score -1.602066e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114401 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -16020661.000000 Penalty: 5821.875488
	Iteration 27Q: 3 clusters Score -1.602066e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114559 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -16020673.000000 Penalty: 5821.875488
	Iteration 28Q: 3 clusters Score -1.602067e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114728 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -16020679.000000 Penalty: 5821.875488
	Iteration 29Q: 3 clusters Score -1.602068e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -16020697.000000 Penalty: 5821.875488
	Iteration 30Q: 3 clusters Score -1.60207e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115054 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -16020716.000000 Penalty: 5821.875488
	Iteration 31Q: 3 clusters Score -1.602072e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115197 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -16020710.000000 Penalty: 5821.875488
	Iteration 32Q: 3 clusters Score -1.602071e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115341 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -16020743.000000 Penalty: 5821.875488
	Iteration 33Q: 3 clusters Score -1.602074e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115469 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -16020740.000000 Penalty: 5821.875488
	Iteration 34Q: 3 clusters Score -1.602074e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115613 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -16020783.000000 Penalty: 5821.875488
	Iteration 35Q: 3 clusters Score -1.602078e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115766 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -16020804.000000 Penalty: 5821.875488
	Iteration 36Q: 3 clusters Score -1.60208e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115904 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -16020799.000000 Penalty: 5821.875488
	Iteration 37Q: 3 clusters Score -1.60208e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116026 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -16020819.000000 Penalty: 5821.875488
	Iteration 38Q: 3 clusters Score -1.602082e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116150 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -16020829.000000 Penalty: 5821.875488
	Iteration 39Q: 3 clusters Score -1.602083e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -16020854.000000 Penalty: 5821.875488
	Iteration 40F: 3 clusters Score -1.602085e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116393 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -16020875.000000 Penalty: 5821.875488
	Iteration 41Q: 3 clusters Score -1.602088e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116505 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -16020900.000000 Penalty: 5821.875488
	Iteration 42Q: 3 clusters Score -1.60209e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116636 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -16020897.000000 Penalty: 5821.875488
	Iteration 43Q: 3 clusters Score -1.60209e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116756 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -16020929.000000 Penalty: 5821.875488
	Iteration 44Q: 3 clusters Score -1.602093e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116868 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -16020929.000000 Penalty: 5821.875488
	Iteration 45Q: 3 clusters Score -1.602093e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116963 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -16020932.000000 Penalty: 5821.875488
	Iteration 46Q: 3 clusters Score -1.602093e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117083 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -16020895.000000 Penalty: 5821.875488
	Iteration 47Q: 3 clusters Score -1.60209e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117189 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -16020927.000000 Penalty: 5821.875488
	Iteration 48Q: 3 clusters Score -1.602093e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117295 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -16020915.000000 Penalty: 5821.875488
	Iteration 49Q: 3 clusters Score -1.602092e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117399 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -16020904.000000 Penalty: 5821.875488
	Iteration 50Q: 3 clusters Score -1.60209e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117512 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -16020909.000000 Penalty: 5821.875488
	Iteration 51Q: 3 clusters Score -1.602091e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117620 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -16020918.000000 Penalty: 5821.875488
	Iteration 52Q: 3 clusters Score -1.602092e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117747 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -16020989.000000 Penalty: 5821.875488
	Iteration 53Q: 3 clusters Score -1.602099e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117849 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -16020976.000000 Penalty: 5821.875488
	Iteration 54Q: 3 clusters Score -1.602098e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117943 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -16020970.000000 Penalty: 5821.875488
	Iteration 55Q: 3 clusters Score -1.602097e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -16021004.000000 Penalty: 5821.875488
	Iteration 56Q: 3 clusters Score -1.6021e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118138 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -16021009.000000 Penalty: 5821.875488
	Iteration 57Q: 3 clusters Score -1.602101e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118235 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -16021012.000000 Penalty: 5821.875488
	Iteration 58Q: 3 clusters Score -1.602101e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118326 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -16021014.000000 Penalty: 5821.875488
	Iteration 59Q: 3 clusters Score -1.602101e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118403 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -16021012.000000 Penalty: 5821.875488
	Iteration 60F: 3 clusters Score -1.602101e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -16021018.000000 Penalty: 5821.875488
	Iteration 61Q: 3 clusters Score -1.602102e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -16021040.000000 Penalty: 5821.875488
	Iteration 62Q: 3 clusters Score -1.602104e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118620 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -16021011.000000 Penalty: 5821.875488
	Iteration 63Q: 3 clusters Score -1.602101e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118673 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -16021021.000000 Penalty: 5821.875488
	Iteration 64Q: 3 clusters Score -1.602102e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118717 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -16021028.000000 Penalty: 5821.875488
	Iteration 65Q: 3 clusters Score -1.602103e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118772 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -16021047.000000 Penalty: 5821.875488
	Iteration 66Q: 3 clusters Score -1.602105e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118822 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -16021034.000000 Penalty: 5821.875488
	Iteration 67Q: 3 clusters Score -1.602103e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118854 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -16021039.000000 Penalty: 5821.875488
	Iteration 68Q: 3 clusters Score -1.602104e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118885 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -16021012.000000 Penalty: 5821.875488
	Iteration 69Q: 3 clusters Score -1.602101e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118909 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -16021024.000000 Penalty: 5821.875488
	Iteration 70Q: 3 clusters Score -1.602102e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118934 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -16021040.000000 Penalty: 5821.875488
	Iteration 71Q: 3 clusters Score -1.602104e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118957 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -16021012.000000 Penalty: 5821.875488
	Iteration 72Q: 3 clusters Score -1.602101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118974 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -16021014.000000 Penalty: 5821.875488
	Iteration 73Q: 3 clusters Score -1.602101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118989 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -16021026.000000 Penalty: 5821.875488
	Iteration 74Q: 3 clusters Score -1.602103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119004 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -16021021.000000 Penalty: 5821.875488
	Iteration 75Q: 3 clusters Score -1.602102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -16021028.000000 Penalty: 5821.875488
	Iteration 76Q: 3 clusters Score -1.602103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119037 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -16021024.000000 Penalty: 5821.875488
	Iteration 77Q: 3 clusters Score -1.602102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119053 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -16021043.000000 Penalty: 5821.875488
	Iteration 78Q: 3 clusters Score -1.602104e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119065 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -16021039.000000 Penalty: 5821.875488
	Iteration 79Q: 3 clusters Score -1.602104e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119090 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -16021049.000000 Penalty: 5821.875488
	Iteration 80F: 3 clusters Score -1.602105e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119113 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -16021052.000000 Penalty: 5821.875488
	Iteration 81Q: 3 clusters Score -1.602105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119129 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -16021047.000000 Penalty: 5821.875488
	Iteration 82Q: 3 clusters Score -1.602105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119156 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -16021048.000000 Penalty: 5821.875488
	Iteration 83Q: 3 clusters Score -1.602105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119186 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -16021041.000000 Penalty: 5821.875488
	Iteration 84Q: 3 clusters Score -1.602104e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119216 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -16021038.000000 Penalty: 5821.875488
	Iteration 85Q: 3 clusters Score -1.602104e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119247 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -16021045.000000 Penalty: 5821.875488
	Iteration 86Q: 3 clusters Score -1.602104e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119281 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -16021049.000000 Penalty: 5821.875488
	Iteration 87Q: 3 clusters Score -1.602105e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119315 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -16021034.000000 Penalty: 5821.875488
	Iteration 88Q: 3 clusters Score -1.602103e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119348 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -16021015.000000 Penalty: 5821.875488
	Iteration 89Q: 3 clusters Score -1.602102e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119378 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -16021017.000000 Penalty: 5821.875488
	Iteration 90Q: 3 clusters Score -1.602102e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119405 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -16021050.000000 Penalty: 5821.875488
	Iteration 91Q: 3 clusters Score -1.602105e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119438 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -16021020.000000 Penalty: 5821.875488
	Iteration 92Q: 3 clusters Score -1.602102e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119469 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -16021022.000000 Penalty: 5821.875488
	Iteration 93Q: 3 clusters Score -1.602102e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119498 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -16021027.000000 Penalty: 5821.875488
	Iteration 94Q: 3 clusters Score -1.602103e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -16021024.000000 Penalty: 5821.875488
	Iteration 95Q: 3 clusters Score -1.602102e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119548 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -16021031.000000 Penalty: 5821.875488
	Iteration 96Q: 3 clusters Score -1.602103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119572 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -16021029.000000 Penalty: 5821.875488
	Iteration 97Q: 3 clusters Score -1.602103e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119598 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -16021036.000000 Penalty: 5821.875488
	Iteration 98Q: 3 clusters Score -1.602104e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119628 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -16021026.000000 Penalty: 5821.875488
	Iteration 99Q: 3 clusters Score -1.602103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119646 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -16021051.000000 Penalty: 5821.875488
	Iteration 100F: 3 clusters Score -1.602105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119659 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -16021034.000000 Penalty: 5821.875488
	Iteration 101Q: 3 clusters Score -1.602103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119673 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -16021036.000000 Penalty: 5821.875488
	Iteration 102Q: 3 clusters Score -1.602104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119683 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -16021042.000000 Penalty: 5821.875488
	Iteration 103Q: 3 clusters Score -1.602104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119692 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -16021053.000000 Penalty: 5821.875488
	Iteration 104Q: 3 clusters Score -1.602105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119690 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -16021040.000000 Penalty: 5821.875488
	Iteration 105Q: 3 clusters Score -1.602104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119694 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -16021046.000000 Penalty: 5821.875488
	Iteration 106Q: 3 clusters Score -1.602105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119695 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -16021061.000000 Penalty: 5821.875488
	Iteration 107Q: 3 clusters Score -1.602106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119699 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -16021057.000000 Penalty: 5821.875488
	Iteration 108Q: 3 clusters Score -1.602106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119701 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -16021051.000000 Penalty: 5821.875488
	Iteration 109Q: 3 clusters Score -1.602105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119704 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -16021055.000000 Penalty: 5821.875488
	Iteration 110Q: 3 clusters Score -1.602106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119709 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -16021047.000000 Penalty: 5821.875488
	Iteration 111Q: 3 clusters Score -1.602105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119715 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -16021046.000000 Penalty: 5821.875488
	Iteration 112Q: 3 clusters Score -1.602105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119726 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -16021050.000000 Penalty: 5821.875488
	Iteration 113Q: 3 clusters Score -1.602105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119732 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -16021045.000000 Penalty: 5821.875488
	Iteration 114Q: 3 clusters Score -1.602104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119738 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -16021047.000000 Penalty: 5821.875488
	Iteration 115Q: 3 clusters Score -1.602105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119740 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -16021048.000000 Penalty: 5821.875488
	Iteration 116Q: 3 clusters Score -1.602105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119745 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -16021055.000000 Penalty: 5821.875488
	Iteration 117Q: 3 clusters Score -1.602106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119749 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -16021042.000000 Penalty: 5821.875488
	Iteration 118Q: 3 clusters Score -1.602104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119755 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -16021042.000000 Penalty: 5821.875488
	Iteration 119Q: 3 clusters Score -1.602104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119760 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -16021049.000000 Penalty: 5821.875488
	Iteration 120F: 3 clusters Score -1.602105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119763 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -16021043.000000 Penalty: 5821.875488
	Iteration 121Q: 3 clusters Score -1.602104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119768 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -16021049.000000 Penalty: 5821.875488
	Iteration 122Q: 3 clusters Score -1.602105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119772 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -16021061.000000 Penalty: 5821.875488
	Iteration 123Q: 3 clusters Score -1.602106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119776 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -16021055.000000 Penalty: 5821.875488
	Iteration 124Q: 3 clusters Score -1.602106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119779 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -16021057.000000 Penalty: 5821.875488
	Iteration 125Q: 3 clusters Score -1.602106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119786 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -16021067.000000 Penalty: 5821.875488
	Iteration 126Q: 3 clusters Score -1.602107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119792 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -16021063.000000 Penalty: 5821.875488
	Iteration 127Q: 3 clusters Score -1.602106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119796 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -16021056.000000 Penalty: 5821.875488
	Iteration 128Q: 3 clusters Score -1.602106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119802 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -16021061.000000 Penalty: 5821.875488
	Iteration 129Q: 3 clusters Score -1.602106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119812 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -16021074.000000 Penalty: 5821.875488
	Iteration 130Q: 3 clusters Score -1.602107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119826 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -16021073.000000 Penalty: 5821.875488
	Iteration 131Q: 3 clusters Score -1.602107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119839 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -16021065.000000 Penalty: 5821.875488
	Iteration 132Q: 3 clusters Score -1.602106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119855 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -16021067.000000 Penalty: 5821.875488
	Iteration 133Q: 3 clusters Score -1.602107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119872 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -16021058.000000 Penalty: 5821.875488
	Iteration 134Q: 3 clusters Score -1.602106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119890 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -16021064.000000 Penalty: 5821.875488
	Iteration 135Q: 3 clusters Score -1.602106e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119910 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -16021058.000000 Penalty: 5821.875488
	Iteration 136Q: 3 clusters Score -1.602106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119930 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -16021061.000000 Penalty: 5821.875488
	Iteration 137Q: 3 clusters Score -1.602106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119943 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -16021070.000000 Penalty: 5821.875488
	Iteration 138Q: 3 clusters Score -1.602107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119959 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -16021061.000000 Penalty: 5821.875488
	Iteration 139Q: 3 clusters Score -1.602106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119964 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -16021061.000000 Penalty: 5821.875488
	Iteration 140F: 3 clusters Score -1.602106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119972 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -16021069.000000 Penalty: 5821.875488
	Iteration 141Q: 3 clusters Score -1.602107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119980 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -16021066.000000 Penalty: 5821.875488
	Iteration 142Q: 3 clusters Score -1.602107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119992 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -16021074.000000 Penalty: 5821.875488
	Iteration 143Q: 3 clusters Score -1.602107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119996 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -16021062.000000 Penalty: 5821.875488
	Iteration 144Q: 3 clusters Score -1.602106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120002 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -16021072.000000 Penalty: 5821.875488
	Iteration 145Q: 3 clusters Score -1.602107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120009 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -16021066.000000 Penalty: 5821.875488
	Iteration 146Q: 3 clusters Score -1.602107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120014 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -16021079.000000 Penalty: 5821.875488
	Iteration 147Q: 3 clusters Score -1.602108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120019 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -16021072.000000 Penalty: 5821.875488
	Iteration 148Q: 3 clusters Score -1.602107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -16021059.000000 Penalty: 5821.875488
	Iteration 149Q: 3 clusters Score -1.602106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120027 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -16021072.000000 Penalty: 5821.875488
	Iteration 150Q: 3 clusters Score -1.602107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120031 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -16021070.000000 Penalty: 5821.875488
	Iteration 151Q: 3 clusters Score -1.602107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120038 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -16021079.000000 Penalty: 5821.875488
	Iteration 152Q: 3 clusters Score -1.602108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120044 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -16021059.000000 Penalty: 5821.875488
	Iteration 153Q: 3 clusters Score -1.602106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120048 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -16021060.000000 Penalty: 5821.875488
	Iteration 154Q: 3 clusters Score -1.602106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120052 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -16021056.000000 Penalty: 5821.875488
	Iteration 155Q: 3 clusters Score -1.602106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120057 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -16021057.000000 Penalty: 5821.875488
	Iteration 156Q: 3 clusters Score -1.602106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120063 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -16021056.000000 Penalty: 5821.875488
	Iteration 157Q: 3 clusters Score -1.602106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120068 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -16021057.000000 Penalty: 5821.875488
	Iteration 158Q: 3 clusters Score -1.602106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120073 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -16021055.000000 Penalty: 5821.875488
	Iteration 159Q: 3 clusters Score -1.602106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120078 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -16021056.000000 Penalty: 5821.875488
	Iteration 160F: 3 clusters Score -1.602106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120081 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -16021059.000000 Penalty: 5821.875488
	Iteration 161Q: 3 clusters Score -1.602106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120083 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -16021058.000000 Penalty: 5821.875488
	Iteration 162Q: 3 clusters Score -1.602106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120083 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -16021058.000000 Penalty: 5821.875488
	Iteration 163F: 3 clusters Score -1.602106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Entering Unmasked Estep 
Score: -675748.625000 Penalty: 2134.816406
	Iteration 0F: 2 clusters Score -675748.6 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 2708 members 
Entering Unmasked Estep 
Score: -670962.437500 Penalty: 4269.632812
	Iteration 0F: 3 clusters Score -670962.4 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -672165.375000 Penalty: 4269.632812
	Iteration 1F: 3 clusters Score -672165.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -672414.250000 Penalty: 4269.632812
	Iteration 2F: 3 clusters Score -672414.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -672560.062500 Penalty: 4269.632812
	Iteration 3F: 3 clusters Score -672560.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -672645.500000 Penalty: 4269.632812
	Iteration 4Q: 3 clusters Score -672645.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -672711.000000 Penalty: 4269.632812
	Iteration 5Q: 3 clusters Score -672711 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -672791.375000 Penalty: 4269.632812
	Iteration 6Q: 3 clusters Score -672791.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -672879.375000 Penalty: 4269.632812
	Iteration 7Q: 3 clusters Score -672879.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -672958.187500 Penalty: 4269.632812
	Iteration 8Q: 3 clusters Score -672958.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -673050.250000 Penalty: 4269.632812
	Iteration 9Q: 3 clusters Score -673050.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -673141.500000 Penalty: 4269.632812
	Iteration 10Q: 3 clusters Score -673141.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -673229.000000 Penalty: 4269.632812
	Iteration 11Q: 3 clusters Score -673229 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -673306.000000 Penalty: 4269.632812
	Iteration 12Q: 3 clusters Score -673306 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -673369.562500 Penalty: 4269.632812
	Iteration 13Q: 3 clusters Score -673369.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -673428.437500 Penalty: 4269.632812
	Iteration 14Q: 3 clusters Score -673428.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -673481.437500 Penalty: 4269.632812
	Iteration 15Q: 3 clusters Score -673481.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -673534.937500 Penalty: 4269.632812
	Iteration 16Q: 3 clusters Score -673534.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -673582.375000 Penalty: 4269.632812
	Iteration 17Q: 3 clusters Score -673582.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -673628.000000 Penalty: 4269.632812
	Iteration 18Q: 3 clusters Score -673628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -673664.437500 Penalty: 4269.632812
	Iteration 19Q: 3 clusters Score -673664.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -673693.187500 Penalty: 4269.632812
	Iteration 20F: 3 clusters Score -673693.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -673718.187500 Penalty: 4269.632812
	Iteration 21Q: 3 clusters Score -673718.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -673733.687500 Penalty: 4269.632812
	Iteration 22Q: 3 clusters Score -673733.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -673749.125000 Penalty: 4269.632812
	Iteration 23Q: 3 clusters Score -673749.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -673765.875000 Penalty: 4269.632812
	Iteration 24Q: 3 clusters Score -673765.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -673780.687500 Penalty: 4269.632812
	Iteration 25Q: 3 clusters Score -673780.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -673796.687500 Penalty: 4269.632812
	Iteration 26Q: 3 clusters Score -673796.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -673804.062500 Penalty: 4269.632812
	Iteration 27Q: 3 clusters Score -673804.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -673810.875000 Penalty: 4269.632812
	Iteration 28Q: 3 clusters Score -673810.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -673818.625000 Penalty: 4269.632812
	Iteration 29Q: 3 clusters Score -673818.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -673832.312500 Penalty: 4269.632812
	Iteration 30Q: 3 clusters Score -673832.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -673844.500000 Penalty: 4269.632812
	Iteration 31Q: 3 clusters Score -673844.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -673857.625000 Penalty: 4269.632812
	Iteration 32Q: 3 clusters Score -673857.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -673868.500000 Penalty: 4269.632812
	Iteration 33Q: 3 clusters Score -673868.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -673876.500000 Penalty: 4269.632812
	Iteration 34Q: 3 clusters Score -673876.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -673883.562500 Penalty: 4269.632812
	Iteration 35Q: 3 clusters Score -673883.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -673887.812500 Penalty: 4269.632812
	Iteration 36Q: 3 clusters Score -673887.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -673894.875000 Penalty: 4269.632812
	Iteration 37Q: 3 clusters Score -673894.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -673900.625000 Penalty: 4269.632812
	Iteration 38Q: 3 clusters Score -673900.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -673907.687500 Penalty: 4269.632812
	Iteration 39Q: 3 clusters Score -673907.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -673914.875000 Penalty: 4269.632812
	Iteration 40F: 3 clusters Score -673914.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -673920.000000 Penalty: 4269.632812
	Iteration 41Q: 3 clusters Score -673920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -673924.875000 Penalty: 4269.632812
	Iteration 42Q: 3 clusters Score -673924.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -673927.312500 Penalty: 4269.632812
	Iteration 43Q: 3 clusters Score -673927.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -673929.250000 Penalty: 4269.632812
	Iteration 44Q: 3 clusters Score -673929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -673930.000000 Penalty: 4269.632812
	Iteration 45Q: 3 clusters Score -673930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -673932.500000 Penalty: 4269.632812
	Iteration 46Q: 3 clusters Score -673932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -673932.062500 Penalty: 4269.632812
	Iteration 47Q: 3 clusters Score -673932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -673932.500000 Penalty: 4269.632812
	Iteration 48Q: 3 clusters Score -673932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -673932.500000 Penalty: 4269.632812
	Iteration 49F: 3 clusters Score -673932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -277317.406250 Penalty: 1925.545410
	Iteration 0F: 2 clusters Score -277317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -274496.156250 Penalty: 3851.090820
	Iteration 0F: 3 clusters Score -274496.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -275381.062500 Penalty: 3851.090820
	Iteration 1F: 3 clusters Score -275381.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -276196.218750 Penalty: 3851.090820
	Iteration 2F: 3 clusters Score -276196.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -277001.625000 Penalty: 3851.090820
	Iteration 3F: 3 clusters Score -277001.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -277407.687500 Penalty: 3851.090820
	Iteration 4F: 3 clusters Score -277407.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -277649.000000 Penalty: 3851.090820
	Iteration 5Q: 3 clusters Score -277649 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -277849.093750 Penalty: 3851.090820
	Iteration 6Q: 3 clusters Score -277849.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -277975.500000 Penalty: 3851.090820
	Iteration 7Q: 3 clusters Score -277975.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -278027.875000 Penalty: 3851.090820
	Iteration 8Q: 3 clusters Score -278027.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -278062.156250 Penalty: 3851.090820
	Iteration 9Q: 3 clusters Score -278062.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -278087.625000 Penalty: 3851.090820
	Iteration 10Q: 3 clusters Score -278087.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -278110.593750 Penalty: 3851.090820
	Iteration 11Q: 3 clusters Score -278110.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -278121.718750 Penalty: 3851.090820
	Iteration 12Q: 3 clusters Score -278121.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -278137.812500 Penalty: 3851.090820
	Iteration 13Q: 3 clusters Score -278137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -278143.406250 Penalty: 3851.090820
	Iteration 14Q: 3 clusters Score -278143.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -278150.000000 Penalty: 3851.090820
	Iteration 15Q: 3 clusters Score -278150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -278153.093750 Penalty: 3851.090820
	Iteration 16Q: 3 clusters Score -278153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -278155.750000 Penalty: 3851.090820
	Iteration 17Q: 3 clusters Score -278155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -278157.468750 Penalty: 3851.090820
	Iteration 18Q: 3 clusters Score -278157.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -278160.500000 Penalty: 3851.090820
	Iteration 19Q: 3 clusters Score -278160.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -278162.718750 Penalty: 3851.090820
	Iteration 20F: 3 clusters Score -278162.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -278165.781250 Penalty: 3851.090820
	Iteration 21Q: 3 clusters Score -278165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -278173.312500 Penalty: 3851.090820
	Iteration 22Q: 3 clusters Score -278173.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -278173.312500 Penalty: 3851.090820
	Iteration 23F: 3 clusters Score -278173.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 31609 members 
Mstep: Class 3 contains 54317 members 
Mstep: Class 4 contains 284226 members 
Mstep: Class 5 contains 43074 members 
Mstep: Class 6 contains 46929 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 107174 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 21231 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 136144 members 
Mstep: Class 13 contains 125198 members 
Mstep: Class 14 contains 5476 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 100537 members 
Mstep: Class 17 contains 23495 members 
Mstep: Class 18 contains 24614 members 
Mstep: Class 19 contains 68068 members 
Mstep: Class 20 contains 21849 members 
Mstep: Class 21 contains 3785 members 
Mstep: Class 22 contains 2160 members 
Mstep: Class 23 contains 13680 members 
Mstep: Class 24 contains 16482 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 1347 members 
Entering Unmasked Estep 
Score: -157711024.000000 Penalty: 94085.835938
Splitting cluster 15 changes total score from -157711952.000000 to -157711024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (100537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100537 members 
Entering Unmasked Estep 
Score: -12681441.000000 Penalty: 2856.533691
	Iteration 0F: 2 clusters Score -1.268144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -12613854.000000 Penalty: 5713.067383
	Iteration 0F: 3 clusters Score -1.261385e+07 nChanged 47687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -12641505.000000 Penalty: 5713.067383
	Iteration 1F: 3 clusters Score -1.26415e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -12642449.000000 Penalty: 5713.067383
	Iteration 2Q: 3 clusters Score -1.264245e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -12643605.000000 Penalty: 5713.067383
	Iteration 3Q: 3 clusters Score -1.26436e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -12645075.000000 Penalty: 5713.067383
	Iteration 4Q: 3 clusters Score -1.264508e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -12646788.000000 Penalty: 5713.067383
	Iteration 5Q: 3 clusters Score -1.264679e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -12648662.000000 Penalty: 5713.067383
	Iteration 6Q: 3 clusters Score -1.264866e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -12650471.000000 Penalty: 5713.067383
	Iteration 7Q: 3 clusters Score -1.265047e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -12652087.000000 Penalty: 5713.067383
	Iteration 8Q: 3 clusters Score -1.265209e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -12653441.000000 Penalty: 5713.067383
	Iteration 9Q: 3 clusters Score -1.265344e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -12654601.000000 Penalty: 5713.067383
	Iteration 10Q: 3 clusters Score -1.26546e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -12655589.000000 Penalty: 5713.067383
	Iteration 11Q: 3 clusters Score -1.265559e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -12656551.000000 Penalty: 5713.067383
	Iteration 12Q: 3 clusters Score -1.265655e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -12657749.000000 Penalty: 5713.067383
	Iteration 13Q: 3 clusters Score -1.265775e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -12659503.000000 Penalty: 5713.067383
	Iteration 14Q: 3 clusters Score -1.26595e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -12661994.000000 Penalty: 5713.067383
	Iteration 15Q: 3 clusters Score -1.266199e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -12665256.000000 Penalty: 5713.067383
	Iteration 16Q: 3 clusters Score -1.266526e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -12668878.000000 Penalty: 5713.067383
	Iteration 17Q: 3 clusters Score -1.266888e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -12672492.000000 Penalty: 5713.067383
	Iteration 18Q: 3 clusters Score -1.267249e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 94314 members 
Entering Unmasked Estep 
Score: -12675301.000000 Penalty: 5713.067383
	Iteration 19Q: 3 clusters Score -1.26753e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 96520 members 
Entering Unmasked Estep 
Score: -12677004.000000 Penalty: 5713.067383
	Iteration 20F: 3 clusters Score -1.2677e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -12678045.000000 Penalty: 5713.067383
	Iteration 21Q: 3 clusters Score -1.267804e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -12678618.000000 Penalty: 5713.067383
	Iteration 22Q: 3 clusters Score -1.267862e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 98877 members 
Entering Unmasked Estep 
Score: -12678971.000000 Penalty: 5713.067383
	Iteration 23Q: 3 clusters Score -1.267897e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 99084 members 
Entering Unmasked Estep 
Score: -12679241.000000 Penalty: 5713.067383
	Iteration 24Q: 3 clusters Score -1.267924e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -12679384.000000 Penalty: 5713.067383
	Iteration 25Q: 3 clusters Score -1.267938e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
Score: -12679475.000000 Penalty: 5713.067383
	Iteration 26Q: 3 clusters Score -1.267948e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -12679560.000000 Penalty: 5713.067383
	Iteration 27Q: 3 clusters Score -1.267956e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -12679597.000000 Penalty: 5713.067383
	Iteration 28Q: 3 clusters Score -1.26796e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -12679636.000000 Penalty: 5713.067383
	Iteration 29Q: 3 clusters Score -1.267964e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -12679661.000000 Penalty: 5713.067383
	Iteration 30Q: 3 clusters Score -1.267966e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -12679671.000000 Penalty: 5713.067383
	Iteration 31Q: 3 clusters Score -1.267967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -12679697.000000 Penalty: 5713.067383
	Iteration 32Q: 3 clusters Score -1.26797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 99401 members 
Entering Unmasked Estep 
Score: -12679701.000000 Penalty: 5713.067383
	Iteration 33Q: 3 clusters Score -1.26797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 99402 members 
Entering Unmasked Estep 
Score: -12679716.000000 Penalty: 5713.067383
	Iteration 34Q: 3 clusters Score -1.267972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -12679713.000000 Penalty: 5713.067383
	Iteration 35Q: 3 clusters Score -1.267971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 99414 members 
Entering Unmasked Estep 
Score: -12679724.000000 Penalty: 5713.067383
	Iteration 36Q: 3 clusters Score -1.267972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 99421 members 
Entering Unmasked Estep 
Score: -12679729.000000 Penalty: 5713.067383
	Iteration 37Q: 3 clusters Score -1.267973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 99426 members 
Entering Unmasked Estep 
Score: -12679734.000000 Penalty: 5713.067383
	Iteration 38Q: 3 clusters Score -1.267973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 99428 members 
Entering Unmasked Estep 
Score: -12679747.000000 Penalty: 5713.067383
	Iteration 39Q: 3 clusters Score -1.267975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 99432 members 
Entering Unmasked Estep 
Score: -12679736.000000 Penalty: 5713.067383
	Iteration 40F: 3 clusters Score -1.267974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 99433 members 
Entering Unmasked Estep 
Score: -12679747.000000 Penalty: 5713.067383
	Iteration 41Q: 3 clusters Score -1.267975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -12679751.000000 Penalty: 5713.067383
	Iteration 42Q: 3 clusters Score -1.267975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 99437 members 
Entering Unmasked Estep 
Score: -12679755.000000 Penalty: 5713.067383
	Iteration 43Q: 3 clusters Score -1.267976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 99436 members 
Entering Unmasked Estep 
Score: -12679750.000000 Penalty: 5713.067383
	Iteration 44Q: 3 clusters Score -1.267975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 99433 members 
Entering Unmasked Estep 
Score: -12679758.000000 Penalty: 5713.067383
	Iteration 45Q: 3 clusters Score -1.267976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -12679743.000000 Penalty: 5713.067383
	Iteration 46Q: 3 clusters Score -1.267974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -12679745.000000 Penalty: 5713.067383
	Iteration 47Q: 3 clusters Score -1.267974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -12679760.000000 Penalty: 5713.067383
	Iteration 48Q: 3 clusters Score -1.267976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 99432 members 
Entering Unmasked Estep 
Score: -12679758.000000 Penalty: 5713.067383
	Iteration 49Q: 3 clusters Score -1.267976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 99432 members 
Entering Unmasked Estep 
Score: -12679758.000000 Penalty: 5713.067383
	Iteration 50F: 3 clusters Score -1.267976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Entering Unmasked Estep 
Score: -2920526.250000 Penalty: 2496.006592
	Iteration 0F: 2 clusters Score -2920526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2904277.500000 Penalty: 4992.013184
	Iteration 0F: 3 clusters Score -2904278 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2910157.000000 Penalty: 4992.013184
	Iteration 1F: 3 clusters Score -2910157 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2910792.750000 Penalty: 4992.013184
	Iteration 2F: 3 clusters Score -2910793 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2911458.250000 Penalty: 4992.013184
	Iteration 3F: 3 clusters Score -2911458 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2912200.250000 Penalty: 4992.013184
	Iteration 4F: 3 clusters Score -2912200 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2912950.750000 Penalty: 4992.013184
	Iteration 5F: 3 clusters Score -2912951 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2913780.500000 Penalty: 4992.013184
	Iteration 6F: 3 clusters Score -2913780 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2914677.000000 Penalty: 4992.013184
	Iteration 7F: 3 clusters Score -2914677 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2915503.250000 Penalty: 4992.013184
	Iteration 8F: 3 clusters Score -2915503 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2916237.500000 Penalty: 4992.013184
	Iteration 9Q: 3 clusters Score -2916238 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2916788.000000 Penalty: 4992.013184
	Iteration 10Q: 3 clusters Score -2916788 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2917191.500000 Penalty: 4992.013184
	Iteration 11Q: 3 clusters Score -2917192 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2917471.000000 Penalty: 4992.013184
	Iteration 12Q: 3 clusters Score -2917471 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2917703.500000 Penalty: 4992.013184
	Iteration 13Q: 3 clusters Score -2917704 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2917888.500000 Penalty: 4992.013184
	Iteration 14Q: 3 clusters Score -2917888 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2918046.250000 Penalty: 4992.013184
	Iteration 15Q: 3 clusters Score -2918046 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2918172.500000 Penalty: 4992.013184
	Iteration 16Q: 3 clusters Score -2918172 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2918249.750000 Penalty: 4992.013184
	Iteration 17Q: 3 clusters Score -2918250 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2918320.500000 Penalty: 4992.013184
	Iteration 18Q: 3 clusters Score -2918320 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2918370.250000 Penalty: 4992.013184
	Iteration 19Q: 3 clusters Score -2918370 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2918398.500000 Penalty: 4992.013184
	Iteration 20F: 3 clusters Score -2918398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2918443.000000 Penalty: 4992.013184
	Iteration 21Q: 3 clusters Score -2918443 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2918458.500000 Penalty: 4992.013184
	Iteration 22Q: 3 clusters Score -2918458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2918485.000000 Penalty: 4992.013184
	Iteration 23Q: 3 clusters Score -2918485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2918504.750000 Penalty: 4992.013184
	Iteration 24Q: 3 clusters Score -2918505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2918519.000000 Penalty: 4992.013184
	Iteration 25Q: 3 clusters Score -2918519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2918530.500000 Penalty: 4992.013184
	Iteration 26Q: 3 clusters Score -2918530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2918532.250000 Penalty: 4992.013184
	Iteration 27Q: 3 clusters Score -2918532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2918544.250000 Penalty: 4992.013184
	Iteration 28Q: 3 clusters Score -2918544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2918550.000000 Penalty: 4992.013184
	Iteration 29Q: 3 clusters Score -2918550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2918549.750000 Penalty: 4992.013184
	Iteration 30Q: 3 clusters Score -2918550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2918557.250000 Penalty: 4992.013184
	Iteration 31Q: 3 clusters Score -2918557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2918557.250000 Penalty: 4992.013184
	Iteration 32Q: 3 clusters Score -2918557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2918562.750000 Penalty: 4992.013184
	Iteration 33Q: 3 clusters Score -2918563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2918564.750000 Penalty: 4992.013184
	Iteration 34Q: 3 clusters Score -2918565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2918561.500000 Penalty: 4992.013184
	Iteration 35Q: 3 clusters Score -2918562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2918559.750000 Penalty: 4992.013184
	Iteration 36Q: 3 clusters Score -2918560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2918562.750000 Penalty: 4992.013184
	Iteration 37Q: 3 clusters Score -2918563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2918566.750000 Penalty: 4992.013184
	Iteration 38Q: 3 clusters Score -2918567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2918568.500000 Penalty: 4992.013184
	Iteration 39Q: 3 clusters Score -2918568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2918569.250000 Penalty: 4992.013184
	Iteration 40F: 3 clusters Score -2918569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2918564.250000 Penalty: 4992.013184
	Iteration 41Q: 3 clusters Score -2918564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2918566.250000 Penalty: 4992.013184
	Iteration 42Q: 3 clusters Score -2918566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2918566.250000 Penalty: 4992.013184
	Iteration 43F: 3 clusters Score -2918566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Entering Unmasked Estep 
Score: -2875124.500000 Penalty: 2507.545410
	Iteration 0F: 2 clusters Score -2875124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2857985.000000 Penalty: 5015.090820
	Iteration 0F: 3 clusters Score -2857985 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2864459.250000 Penalty: 5015.090820
	Iteration 1F: 3 clusters Score -2864459 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2865530.250000 Penalty: 5015.090820
	Iteration 2F: 3 clusters Score -2865530 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2866610.250000 Penalty: 5015.090820
	Iteration 3F: 3 clusters Score -2866610 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2867645.000000 Penalty: 5015.090820
	Iteration 4F: 3 clusters Score -2867645 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2868668.000000 Penalty: 5015.090820
	Iteration 5F: 3 clusters Score -2868668 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2869604.750000 Penalty: 5015.090820
	Iteration 6F: 3 clusters Score -2869605 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2870542.500000 Penalty: 5015.090820
	Iteration 7F: 3 clusters Score -2870542 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2871460.750000 Penalty: 5015.090820
	Iteration 8Q: 3 clusters Score -2871461 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2872224.500000 Penalty: 5015.090820
	Iteration 9Q: 3 clusters Score -2872224 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2872747.750000 Penalty: 5015.090820
	Iteration 10Q: 3 clusters Score -2872748 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2873174.500000 Penalty: 5015.090820
	Iteration 11Q: 3 clusters Score -2873174 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2873541.500000 Penalty: 5015.090820
	Iteration 12Q: 3 clusters Score -2873542 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2873893.500000 Penalty: 5015.090820
	Iteration 13Q: 3 clusters Score -2873894 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2874154.000000 Penalty: 5015.090820
	Iteration 14Q: 3 clusters Score -2874154 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2874334.000000 Penalty: 5015.090820
	Iteration 15Q: 3 clusters Score -2874334 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2874436.750000 Penalty: 5015.090820
	Iteration 16Q: 3 clusters Score -2874437 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2874506.500000 Penalty: 5015.090820
	Iteration 17Q: 3 clusters Score -2874506 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2874546.250000 Penalty: 5015.090820
	Iteration 18Q: 3 clusters Score -2874546 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2874583.250000 Penalty: 5015.090820
	Iteration 19Q: 3 clusters Score -2874583 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2874608.500000 Penalty: 5015.090820
	Iteration 20F: 3 clusters Score -2874608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2874619.250000 Penalty: 5015.090820
	Iteration 21Q: 3 clusters Score -2874619 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2874631.750000 Penalty: 5015.090820
	Iteration 22Q: 3 clusters Score -2874632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2874636.250000 Penalty: 5015.090820
	Iteration 23Q: 3 clusters Score -2874636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2874644.500000 Penalty: 5015.090820
	Iteration 24Q: 3 clusters Score -2874644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2874640.250000 Penalty: 5015.090820
	Iteration 25Q: 3 clusters Score -2874640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2874644.000000 Penalty: 5015.090820
	Iteration 26Q: 3 clusters Score -2874644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2874651.250000 Penalty: 5015.090820
	Iteration 27Q: 3 clusters Score -2874651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2874653.250000 Penalty: 5015.090820
	Iteration 28Q: 3 clusters Score -2874653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2874658.500000 Penalty: 5015.090820
	Iteration 29Q: 3 clusters Score -2874658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2874662.750000 Penalty: 5015.090820
	Iteration 30Q: 3 clusters Score -2874663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2874659.750000 Penalty: 5015.090820
	Iteration 31Q: 3 clusters Score -2874660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2874660.000000 Penalty: 5015.090820
	Iteration 32Q: 3 clusters Score -2874660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2874666.500000 Penalty: 5015.090820
	Iteration 33Q: 3 clusters Score -2874666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2874671.750000 Penalty: 5015.090820
	Iteration 34Q: 3 clusters Score -2874672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2874676.000000 Penalty: 5015.090820
	Iteration 35Q: 3 clusters Score -2874676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2874673.750000 Penalty: 5015.090820
	Iteration 36Q: 3 clusters Score -2874674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2874674.500000 Penalty: 5015.090820
	Iteration 37Q: 3 clusters Score -2874674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2874674.500000 Penalty: 5015.090820
	Iteration 38Q: 3 clusters Score -2874674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2874675.000000 Penalty: 5015.090820
	Iteration 39Q: 3 clusters Score -2874675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2874673.750000 Penalty: 5015.090820
	Iteration 40F: 3 clusters Score -2874674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2874675.250000 Penalty: 5015.090820
	Iteration 41Q: 3 clusters Score -2874675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2874677.250000 Penalty: 5015.090820
	Iteration 42Q: 3 clusters Score -2874677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2874678.500000 Penalty: 5015.090820
	Iteration 43Q: 3 clusters Score -2874678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2874679.250000 Penalty: 5015.090820
	Iteration 44Q: 3 clusters Score -2874679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2874677.500000 Penalty: 5015.090820
	Iteration 45Q: 3 clusters Score -2874678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2874683.750000 Penalty: 5015.090820
	Iteration 46Q: 3 clusters Score -2874684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2874682.500000 Penalty: 5015.090820
	Iteration 47Q: 3 clusters Score -2874682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2874683.500000 Penalty: 5015.090820
	Iteration 48Q: 3 clusters Score -2874684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2874678.250000 Penalty: 5015.090820
	Iteration 49Q: 3 clusters Score -2874678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2874681.250000 Penalty: 5015.090820
	Iteration 50Q: 3 clusters Score -2874681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2874680.000000 Penalty: 5015.090820
	Iteration 51Q: 3 clusters Score -2874680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2874678.500000 Penalty: 5015.090820
	Iteration 52Q: 3 clusters Score -2874678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2874681.250000 Penalty: 5015.090820
	Iteration 53Q: 3 clusters Score -2874681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2874682.250000 Penalty: 5015.090820
	Iteration 54Q: 3 clusters Score -2874682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2874680.750000 Penalty: 5015.090820
	Iteration 55Q: 3 clusters Score -2874681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2874676.500000 Penalty: 5015.090820
	Iteration 56Q: 3 clusters Score -2874676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2874677.250000 Penalty: 5015.090820
	Iteration 57Q: 3 clusters Score -2874677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2874677.750000 Penalty: 5015.090820
	Iteration 58Q: 3 clusters Score -2874678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2874677.000000 Penalty: 5015.090820
	Iteration 59Q: 3 clusters Score -2874677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2874677.000000 Penalty: 5015.090820
	Iteration 60F: 3 clusters Score -2874677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Entering Unmasked Estep 
Score: -8695341.000000 Penalty: 2759.809082
	Iteration 0F: 2 clusters Score -8695341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -8649499.000000 Penalty: 5519.618164
	Iteration 0F: 3 clusters Score -8649499 nChanged 31889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -8667536.000000 Penalty: 5519.618164
	Iteration 1F: 3 clusters Score -8667536 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -8668481.000000 Penalty: 5519.618164
	Iteration 2Q: 3 clusters Score -8668481 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -8669703.000000 Penalty: 5519.618164
	Iteration 3Q: 3 clusters Score -8669703 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -8671292.000000 Penalty: 5519.618164
	Iteration 4Q: 3 clusters Score -8671292 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -8673209.000000 Penalty: 5519.618164
	Iteration 5F: 3 clusters Score -8673209 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -8675316.000000 Penalty: 5519.618164
	Iteration 6F: 3 clusters Score -8675316 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -8677163.000000 Penalty: 5519.618164
	Iteration 7F: 3 clusters Score -8677163 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -8678863.000000 Penalty: 5519.618164
	Iteration 8F: 3 clusters Score -8678863 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -8680303.000000 Penalty: 5519.618164
	Iteration 9Q: 3 clusters Score -8680303 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -8681694.000000 Penalty: 5519.618164
	Iteration 10Q: 3 clusters Score -8681694 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -8683095.000000 Penalty: 5519.618164
	Iteration 11Q: 3 clusters Score -8683095 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -8684574.000000 Penalty: 5519.618164
	Iteration 12Q: 3 clusters Score -8684574 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -8686203.000000 Penalty: 5519.618164
	Iteration 13Q: 3 clusters Score -8686203 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -8687774.000000 Penalty: 5519.618164
	Iteration 14Q: 3 clusters Score -8687774 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -8689334.000000 Penalty: 5519.618164
	Iteration 15Q: 3 clusters Score -8689334 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -8690786.000000 Penalty: 5519.618164
	Iteration 16Q: 3 clusters Score -8690786 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -8691939.000000 Penalty: 5519.618164
	Iteration 17Q: 3 clusters Score -8691939 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63645 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -8692766.000000 Penalty: 5519.618164
	Iteration 18Q: 3 clusters Score -8692766 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -8693231.000000 Penalty: 5519.618164
	Iteration 19Q: 3 clusters Score -8693231 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -8693510.000000 Penalty: 5519.618164
	Iteration 20F: 3 clusters Score -8693510 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8693689.000000 Penalty: 5519.618164
	Iteration 21Q: 3 clusters Score -8693689 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -8693799.000000 Penalty: 5519.618164
	Iteration 22Q: 3 clusters Score -8693799 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -8693855.000000 Penalty: 5519.618164
	Iteration 23Q: 3 clusters Score -8693855 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8693887.000000 Penalty: 5519.618164
	Iteration 24Q: 3 clusters Score -8693887 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8693912.000000 Penalty: 5519.618164
	Iteration 25Q: 3 clusters Score -8693912 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8693938.000000 Penalty: 5519.618164
	Iteration 26Q: 3 clusters Score -8693938 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8693977.000000 Penalty: 5519.618164
	Iteration 27Q: 3 clusters Score -8693977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8693990.000000 Penalty: 5519.618164
	Iteration 28Q: 3 clusters Score -8693990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8693984.000000 Penalty: 5519.618164
	Iteration 29Q: 3 clusters Score -8693984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8693989.000000 Penalty: 5519.618164
	Iteration 30Q: 3 clusters Score -8693989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8693983.000000 Penalty: 5519.618164
	Iteration 31Q: 3 clusters Score -8693983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8693986.000000 Penalty: 5519.618164
	Iteration 32Q: 3 clusters Score -8693986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8693997.000000 Penalty: 5519.618164
	Iteration 33Q: 3 clusters Score -8693997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8694006.000000 Penalty: 5519.618164
	Iteration 34Q: 3 clusters Score -8694006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8694008.000000 Penalty: 5519.618164
	Iteration 35Q: 3 clusters Score -8694008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8694010.000000 Penalty: 5519.618164
	Iteration 36Q: 3 clusters Score -8694010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8694007.000000 Penalty: 5519.618164
	Iteration 37Q: 3 clusters Score -8694007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -8694004.000000 Penalty: 5519.618164
	Iteration 38Q: 3 clusters Score -8694004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8694009.000000 Penalty: 5519.618164
	Iteration 39Q: 3 clusters Score -8694009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8694006.000000 Penalty: 5519.618164
	Iteration 40F: 3 clusters Score -8694006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8694007.000000 Penalty: 5519.618164
	Iteration 41Q: 3 clusters Score -8694007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8694007.000000 Penalty: 5519.618164
	Iteration 42F: 3 clusters Score -8694007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Entering Unmasked Estep 
Score: -2777314.750000 Penalty: 2477.993652
	Iteration 0F: 2 clusters Score -2777315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2762127.500000 Penalty: 4955.987305
	Iteration 0F: 3 clusters Score -2762128 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2767183.250000 Penalty: 4955.987305
	Iteration 1F: 3 clusters Score -2767183 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2767661.000000 Penalty: 4955.987305
	Iteration 2F: 3 clusters Score -2767661 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2768076.000000 Penalty: 4955.987305
	Iteration 3Q: 3 clusters Score -2768076 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2768474.750000 Penalty: 4955.987305
	Iteration 4Q: 3 clusters Score -2768475 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2769018.000000 Penalty: 4955.987305
	Iteration 5Q: 3 clusters Score -2769018 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2769733.750000 Penalty: 4955.987305
	Iteration 6F: 3 clusters Score -2769734 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2770666.750000 Penalty: 4955.987305
	Iteration 7F: 3 clusters Score -2770667 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2771671.000000 Penalty: 4955.987305
	Iteration 8F: 3 clusters Score -2771671 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2772530.500000 Penalty: 4955.987305
	Iteration 9F: 3 clusters Score -2772530 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2773078.250000 Penalty: 4955.987305
	Iteration 10F: 3 clusters Score -2773078 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2773396.750000 Penalty: 4955.987305
	Iteration 11Q: 3 clusters Score -2773397 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2773585.500000 Penalty: 4955.987305
	Iteration 12Q: 3 clusters Score -2773586 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2773696.000000 Penalty: 4955.987305
	Iteration 13Q: 3 clusters Score -2773696 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2773752.750000 Penalty: 4955.987305
	Iteration 14Q: 3 clusters Score -2773753 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2773810.000000 Penalty: 4955.987305
	Iteration 15Q: 3 clusters Score -2773810 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2773854.250000 Penalty: 4955.987305
	Iteration 16Q: 3 clusters Score -2773854 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2773880.000000 Penalty: 4955.987305
	Iteration 17Q: 3 clusters Score -2773880 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2773911.500000 Penalty: 4955.987305
	Iteration 18Q: 3 clusters Score -2773912 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2773950.250000 Penalty: 4955.987305
	Iteration 19Q: 3 clusters Score -2773950 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2773964.250000 Penalty: 4955.987305
	Iteration 20F: 3 clusters Score -2773964 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2773985.750000 Penalty: 4955.987305
	Iteration 21Q: 3 clusters Score -2773986 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2774013.250000 Penalty: 4955.987305
	Iteration 22Q: 3 clusters Score -2774013 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2774047.000000 Penalty: 4955.987305
	Iteration 23Q: 3 clusters Score -2774047 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2774080.500000 Penalty: 4955.987305
	Iteration 24Q: 3 clusters Score -2774080 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2774099.000000 Penalty: 4955.987305
	Iteration 25Q: 3 clusters Score -2774099 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2774109.500000 Penalty: 4955.987305
	Iteration 26Q: 3 clusters Score -2774110 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2774119.750000 Penalty: 4955.987305
	Iteration 27Q: 3 clusters Score -2774120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2774144.000000 Penalty: 4955.987305
	Iteration 28Q: 3 clusters Score -2774144 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2774181.000000 Penalty: 4955.987305
	Iteration 29Q: 3 clusters Score -2774181 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2774205.750000 Penalty: 4955.987305
	Iteration 30Q: 3 clusters Score -2774206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2774222.250000 Penalty: 4955.987305
	Iteration 31Q: 3 clusters Score -2774222 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2774245.250000 Penalty: 4955.987305
	Iteration 32Q: 3 clusters Score -2774245 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2774287.000000 Penalty: 4955.987305
	Iteration 33Q: 3 clusters Score -2774287 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2774316.250000 Penalty: 4955.987305
	Iteration 34Q: 3 clusters Score -2774316 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2774337.500000 Penalty: 4955.987305
	Iteration 35Q: 3 clusters Score -2774338 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2774356.750000 Penalty: 4955.987305
	Iteration 36Q: 3 clusters Score -2774357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2774369.750000 Penalty: 4955.987305
	Iteration 37Q: 3 clusters Score -2774370 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2774394.000000 Penalty: 4955.987305
	Iteration 38Q: 3 clusters Score -2774394 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2774423.250000 Penalty: 4955.987305
	Iteration 39Q: 3 clusters Score -2774423 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2774437.750000 Penalty: 4955.987305
	Iteration 40F: 3 clusters Score -2774438 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2774441.250000 Penalty: 4955.987305
	Iteration 41Q: 3 clusters Score -2774441 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2774461.250000 Penalty: 4955.987305
	Iteration 42Q: 3 clusters Score -2774461 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2774474.000000 Penalty: 4955.987305
	Iteration 43Q: 3 clusters Score -2774474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2774499.250000 Penalty: 4955.987305
	Iteration 44Q: 3 clusters Score -2774499 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2774512.000000 Penalty: 4955.987305
	Iteration 45Q: 3 clusters Score -2774512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2774520.750000 Penalty: 4955.987305
	Iteration 46Q: 3 clusters Score -2774521 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2774532.000000 Penalty: 4955.987305
	Iteration 47Q: 3 clusters Score -2774532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2774555.500000 Penalty: 4955.987305
	Iteration 48Q: 3 clusters Score -2774556 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2774571.500000 Penalty: 4955.987305
	Iteration 49Q: 3 clusters Score -2774572 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2774585.000000 Penalty: 4955.987305
	Iteration 50Q: 3 clusters Score -2774585 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2774598.250000 Penalty: 4955.987305
	Iteration 51Q: 3 clusters Score -2774598 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2774622.500000 Penalty: 4955.987305
	Iteration 52Q: 3 clusters Score -2774622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2774632.500000 Penalty: 4955.987305
	Iteration 53Q: 3 clusters Score -2774632 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2774657.250000 Penalty: 4955.987305
	Iteration 54Q: 3 clusters Score -2774657 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2774689.250000 Penalty: 4955.987305
	Iteration 55Q: 3 clusters Score -2774689 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2774715.000000 Penalty: 4955.987305
	Iteration 56Q: 3 clusters Score -2774715 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2774736.250000 Penalty: 4955.987305
	Iteration 57Q: 3 clusters Score -2774736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2774758.250000 Penalty: 4955.987305
	Iteration 58Q: 3 clusters Score -2774758 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2774784.000000 Penalty: 4955.987305
	Iteration 59Q: 3 clusters Score -2774784 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2774805.500000 Penalty: 4955.987305
	Iteration 60F: 3 clusters Score -2774806 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2774839.250000 Penalty: 4955.987305
	Iteration 61Q: 3 clusters Score -2774839 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2774865.500000 Penalty: 4955.987305
	Iteration 62Q: 3 clusters Score -2774866 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2774903.750000 Penalty: 4955.987305
	Iteration 63Q: 3 clusters Score -2774904 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2774931.250000 Penalty: 4955.987305
	Iteration 64Q: 3 clusters Score -2774931 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2774980.750000 Penalty: 4955.987305
	Iteration 65Q: 3 clusters Score -2774981 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2775033.750000 Penalty: 4955.987305
	Iteration 66Q: 3 clusters Score -2775034 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2775076.250000 Penalty: 4955.987305
	Iteration 67Q: 3 clusters Score -2775076 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2775148.750000 Penalty: 4955.987305
	Iteration 68Q: 3 clusters Score -2775149 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2775216.500000 Penalty: 4955.987305
	Iteration 69Q: 3 clusters Score -2775216 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2775296.750000 Penalty: 4955.987305
	Iteration 70Q: 3 clusters Score -2775297 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2775374.000000 Penalty: 4955.987305
	Iteration 71Q: 3 clusters Score -2775374 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2775444.750000 Penalty: 4955.987305
	Iteration 72Q: 3 clusters Score -2775445 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2775510.250000 Penalty: 4955.987305
	Iteration 73Q: 3 clusters Score -2775510 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2775563.000000 Penalty: 4955.987305
	Iteration 74Q: 3 clusters Score -2775563 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2775602.500000 Penalty: 4955.987305
	Iteration 75Q: 3 clusters Score -2775602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2775636.250000 Penalty: 4955.987305
	Iteration 76Q: 3 clusters Score -2775636 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2775654.500000 Penalty: 4955.987305
	Iteration 77Q: 3 clusters Score -2775654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2775673.000000 Penalty: 4955.987305
	Iteration 78Q: 3 clusters Score -2775673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2775685.000000 Penalty: 4955.987305
	Iteration 79Q: 3 clusters Score -2775685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2775688.750000 Penalty: 4955.987305
	Iteration 80F: 3 clusters Score -2775689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2775696.000000 Penalty: 4955.987305
	Iteration 81Q: 3 clusters Score -2775696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2775704.750000 Penalty: 4955.987305
	Iteration 82Q: 3 clusters Score -2775705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2775704.250000 Penalty: 4955.987305
	Iteration 83Q: 3 clusters Score -2775704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2775705.000000 Penalty: 4955.987305
	Iteration 84Q: 3 clusters Score -2775705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2775702.250000 Penalty: 4955.987305
	Iteration 85Q: 3 clusters Score -2775702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2775713.000000 Penalty: 4955.987305
	Iteration 86Q: 3 clusters Score -2775713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2775712.750000 Penalty: 4955.987305
	Iteration 87Q: 3 clusters Score -2775713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2775710.750000 Penalty: 4955.987305
	Iteration 88Q: 3 clusters Score -2775711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2775708.750000 Penalty: 4955.987305
	Iteration 89Q: 3 clusters Score -2775709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2775717.500000 Penalty: 4955.987305
	Iteration 90Q: 3 clusters Score -2775718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2775716.500000 Penalty: 4955.987305
	Iteration 91Q: 3 clusters Score -2775716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2775721.250000 Penalty: 4955.987305
	Iteration 92Q: 3 clusters Score -2775721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2775721.000000 Penalty: 4955.987305
	Iteration 93Q: 3 clusters Score -2775721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2775724.000000 Penalty: 4955.987305
	Iteration 94Q: 3 clusters Score -2775724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2775725.750000 Penalty: 4955.987305
	Iteration 95Q: 3 clusters Score -2775726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2775730.250000 Penalty: 4955.987305
	Iteration 96Q: 3 clusters Score -2775730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2775730.500000 Penalty: 4955.987305
	Iteration 97Q: 3 clusters Score -2775730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2775734.750000 Penalty: 4955.987305
	Iteration 98Q: 3 clusters Score -2775735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2775735.000000 Penalty: 4955.987305
	Iteration 99Q: 3 clusters Score -2775735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2775734.750000 Penalty: 4955.987305
	Iteration 100F: 3 clusters Score -2775735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2775741.250000 Penalty: 4955.987305
	Iteration 101Q: 3 clusters Score -2775741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2775738.500000 Penalty: 4955.987305
	Iteration 102Q: 3 clusters Score -2775738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2775741.750000 Penalty: 4955.987305
	Iteration 103Q: 3 clusters Score -2775742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2775739.750000 Penalty: 4955.987305
	Iteration 104Q: 3 clusters Score -2775740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2775742.000000 Penalty: 4955.987305
	Iteration 105Q: 3 clusters Score -2775742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2775746.750000 Penalty: 4955.987305
	Iteration 106Q: 3 clusters Score -2775747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2775747.500000 Penalty: 4955.987305
	Iteration 107Q: 3 clusters Score -2775748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2775750.500000 Penalty: 4955.987305
	Iteration 108Q: 3 clusters Score -2775750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2775750.500000 Penalty: 4955.987305
	Iteration 109F: 3 clusters Score -2775750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Entering Unmasked Estep 
Score: -468573.625000 Penalty: 2043.222656
	Iteration 0F: 2 clusters Score -468573.6 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 1954 members 
Entering Unmasked Estep 
Score: -464730.781250 Penalty: 4086.445312
	Iteration 0F: 3 clusters Score -464730.8 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -465503.531250 Penalty: 4086.445312
	Iteration 1F: 3 clusters Score -465503.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -465674.531250 Penalty: 4086.445312
	Iteration 2F: 3 clusters Score -465674.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -465801.375000 Penalty: 4086.445312
	Iteration 3F: 3 clusters Score -465801.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -465904.937500 Penalty: 4086.445312
	Iteration 4Q: 3 clusters Score -465904.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -465989.968750 Penalty: 4086.445312
	Iteration 5Q: 3 clusters Score -465990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -466055.375000 Penalty: 4086.445312
	Iteration 6Q: 3 clusters Score -466055.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -466122.281250 Penalty: 4086.445312
	Iteration 7Q: 3 clusters Score -466122.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -466197.031250 Penalty: 4086.445312
	Iteration 8Q: 3 clusters Score -466197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -466254.187500 Penalty: 4086.445312
	Iteration 9Q: 3 clusters Score -466254.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -466311.218750 Penalty: 4086.445312
	Iteration 10Q: 3 clusters Score -466311.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -466378.375000 Penalty: 4086.445312
	Iteration 11Q: 3 clusters Score -466378.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -466435.937500 Penalty: 4086.445312
	Iteration 12Q: 3 clusters Score -466435.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -466469.937500 Penalty: 4086.445312
	Iteration 13Q: 3 clusters Score -466469.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -466503.093750 Penalty: 4086.445312
	Iteration 14Q: 3 clusters Score -466503.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -466535.812500 Penalty: 4086.445312
	Iteration 15Q: 3 clusters Score -466535.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -466574.343750 Penalty: 4086.445312
	Iteration 16Q: 3 clusters Score -466574.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -466606.187500 Penalty: 4086.445312
	Iteration 17Q: 3 clusters Score -466606.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -466627.062500 Penalty: 4086.445312
	Iteration 18Q: 3 clusters Score -466627.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -466643.031250 Penalty: 4086.445312
	Iteration 19Q: 3 clusters Score -466643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -466654.250000 Penalty: 4086.445312
	Iteration 20F: 3 clusters Score -466654.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -466670.312500 Penalty: 4086.445312
	Iteration 21Q: 3 clusters Score -466670.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -466684.906250 Penalty: 4086.445312
	Iteration 22Q: 3 clusters Score -466684.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -466696.718750 Penalty: 4086.445312
	Iteration 23Q: 3 clusters Score -466696.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -466706.062500 Penalty: 4086.445312
	Iteration 24Q: 3 clusters Score -466706.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -466711.875000 Penalty: 4086.445312
	Iteration 25Q: 3 clusters Score -466711.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -466715.843750 Penalty: 4086.445312
	Iteration 26Q: 3 clusters Score -466715.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -466718.843750 Penalty: 4086.445312
	Iteration 27Q: 3 clusters Score -466718.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -466723.156250 Penalty: 4086.445312
	Iteration 28Q: 3 clusters Score -466723.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -466727.312500 Penalty: 4086.445312
	Iteration 29Q: 3 clusters Score -466727.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -466729.593750 Penalty: 4086.445312
	Iteration 30Q: 3 clusters Score -466729.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -466732.437500 Penalty: 4086.445312
	Iteration 31Q: 3 clusters Score -466732.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -466735.062500 Penalty: 4086.445312
	Iteration 32Q: 3 clusters Score -466735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -466738.250000 Penalty: 4086.445312
	Iteration 33Q: 3 clusters Score -466738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -466740.781250 Penalty: 4086.445312
	Iteration 34Q: 3 clusters Score -466740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -466743.031250 Penalty: 4086.445312
	Iteration 35Q: 3 clusters Score -466743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -466743.125000 Penalty: 4086.445312
	Iteration 36Q: 3 clusters Score -466743.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -466743.125000 Penalty: 4086.445312
	Iteration 37F: 3 clusters Score -466743.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -253808.562500 Penalty: 1904.110229
	Iteration 0F: 2 clusters Score -253808.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -251089.703125 Penalty: 3808.220459
	Iteration 0F: 3 clusters Score -251089.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -251603.937500 Penalty: 3808.220459
	Iteration 1F: 3 clusters Score -251603.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -251723.750000 Penalty: 3808.220459
	Iteration 2F: 3 clusters Score -251723.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -251789.578125 Penalty: 3808.220459
	Iteration 3Q: 3 clusters Score -251789.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -251828.187500 Penalty: 3808.220459
	Iteration 4Q: 3 clusters Score -251828.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -251843.343750 Penalty: 3808.220459
	Iteration 5Q: 3 clusters Score -251843.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -251854.109375 Penalty: 3808.220459
	Iteration 6Q: 3 clusters Score -251854.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -251863.890625 Penalty: 3808.220459
	Iteration 7Q: 3 clusters Score -251863.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -251875.453125 Penalty: 3808.220459
	Iteration 8Q: 3 clusters Score -251875.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -251888.921875 Penalty: 3808.220459
	Iteration 9Q: 3 clusters Score -251888.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -251901.250000 Penalty: 3808.220459
	Iteration 10Q: 3 clusters Score -251901.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -251912.390625 Penalty: 3808.220459
	Iteration 11Q: 3 clusters Score -251912.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -251923.593750 Penalty: 3808.220459
	Iteration 12Q: 3 clusters Score -251923.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -251930.781250 Penalty: 3808.220459
	Iteration 13Q: 3 clusters Score -251930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -251937.125000 Penalty: 3808.220459
	Iteration 14Q: 3 clusters Score -251937.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -251944.640625 Penalty: 3808.220459
	Iteration 15Q: 3 clusters Score -251944.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -251949.359375 Penalty: 3808.220459
	Iteration 16Q: 3 clusters Score -251949.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -251952.640625 Penalty: 3808.220459
	Iteration 17Q: 3 clusters Score -251952.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -251955.140625 Penalty: 3808.220459
	Iteration 18Q: 3 clusters Score -251955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -251955.781250 Penalty: 3808.220459
	Iteration 19Q: 3 clusters Score -251955.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -251956.734375 Penalty: 3808.220459
	Iteration 20F: 3 clusters Score -251956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -251957.484375 Penalty: 3808.220459
	Iteration 21Q: 3 clusters Score -251957.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -251959.093750 Penalty: 3808.220459
	Iteration 22Q: 3 clusters Score -251959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -251959.812500 Penalty: 3808.220459
	Iteration 23Q: 3 clusters Score -251959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -251960.187500 Penalty: 3808.220459
	Iteration 24Q: 3 clusters Score -251960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -251961.750000 Penalty: 3808.220459
	Iteration 25Q: 3 clusters Score -251961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -251962.562500 Penalty: 3808.220459
	Iteration 26Q: 3 clusters Score -251962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -251962.562500 Penalty: 3808.220459
	Iteration 27F: 3 clusters Score -251962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Entering Unmasked Estep 
Score: -1644883.750000 Penalty: 2361.875244
	Iteration 0F: 2 clusters Score -1644884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1634862.375000 Penalty: 4723.750488
	Iteration 0F: 3 clusters Score -1634862 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1638181.000000 Penalty: 4723.750488
	Iteration 1F: 3 clusters Score -1638181 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1638700.000000 Penalty: 4723.750488
	Iteration 2F: 3 clusters Score -1638700 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1639213.625000 Penalty: 4723.750488
	Iteration 3F: 3 clusters Score -1639214 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1639841.000000 Penalty: 4723.750488
	Iteration 4F: 3 clusters Score -1639841 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1640424.750000 Penalty: 4723.750488
	Iteration 5F: 3 clusters Score -1640425 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1640924.000000 Penalty: 4723.750488
	Iteration 6F: 3 clusters Score -1640924 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1641335.500000 Penalty: 4723.750488
	Iteration 7Q: 3 clusters Score -1641336 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1641696.750000 Penalty: 4723.750488
	Iteration 8Q: 3 clusters Score -1641697 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1641997.875000 Penalty: 4723.750488
	Iteration 9Q: 3 clusters Score -1641998 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1642228.750000 Penalty: 4723.750488
	Iteration 10Q: 3 clusters Score -1642229 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1642396.625000 Penalty: 4723.750488
	Iteration 11Q: 3 clusters Score -1642397 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1642537.125000 Penalty: 4723.750488
	Iteration 12Q: 3 clusters Score -1642537 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1642655.625000 Penalty: 4723.750488
	Iteration 13Q: 3 clusters Score -1642656 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1642742.375000 Penalty: 4723.750488
	Iteration 14Q: 3 clusters Score -1642742 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1642817.000000 Penalty: 4723.750488
	Iteration 15Q: 3 clusters Score -1642817 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1642883.375000 Penalty: 4723.750488
	Iteration 16Q: 3 clusters Score -1642883 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1642926.750000 Penalty: 4723.750488
	Iteration 17Q: 3 clusters Score -1642927 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1642965.625000 Penalty: 4723.750488
	Iteration 18Q: 3 clusters Score -1642966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1642981.125000 Penalty: 4723.750488
	Iteration 19Q: 3 clusters Score -1642981 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1643005.125000 Penalty: 4723.750488
	Iteration 20F: 3 clusters Score -1643005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1643025.250000 Penalty: 4723.750488
	Iteration 21Q: 3 clusters Score -1643025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1643045.125000 Penalty: 4723.750488
	Iteration 22Q: 3 clusters Score -1643045 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1643069.750000 Penalty: 4723.750488
	Iteration 23Q: 3 clusters Score -1643070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1643091.375000 Penalty: 4723.750488
	Iteration 24Q: 3 clusters Score -1643091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1643109.000000 Penalty: 4723.750488
	Iteration 25Q: 3 clusters Score -1643109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1643122.250000 Penalty: 4723.750488
	Iteration 26Q: 3 clusters Score -1643122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1643126.750000 Penalty: 4723.750488
	Iteration 27Q: 3 clusters Score -1643127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1643135.500000 Penalty: 4723.750488
	Iteration 28Q: 3 clusters Score -1643136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1643142.000000 Penalty: 4723.750488
	Iteration 29Q: 3 clusters Score -1643142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1643155.250000 Penalty: 4723.750488
	Iteration 30Q: 3 clusters Score -1643155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1643159.000000 Penalty: 4723.750488
	Iteration 31Q: 3 clusters Score -1643159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1643166.500000 Penalty: 4723.750488
	Iteration 32Q: 3 clusters Score -1643166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1643172.500000 Penalty: 4723.750488
	Iteration 33Q: 3 clusters Score -1643172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1643177.250000 Penalty: 4723.750488
	Iteration 34Q: 3 clusters Score -1643177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1643176.750000 Penalty: 4723.750488
	Iteration 35Q: 3 clusters Score -1643177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1643177.125000 Penalty: 4723.750488
	Iteration 36Q: 3 clusters Score -1643177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1643179.750000 Penalty: 4723.750488
	Iteration 37Q: 3 clusters Score -1643180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1643181.875000 Penalty: 4723.750488
	Iteration 38Q: 3 clusters Score -1643182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1643186.250000 Penalty: 4723.750488
	Iteration 39Q: 3 clusters Score -1643186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1643187.250000 Penalty: 4723.750488
	Iteration 40F: 3 clusters Score -1643187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1643189.250000 Penalty: 4723.750488
	Iteration 41Q: 3 clusters Score -1643189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1643198.875000 Penalty: 4723.750488
	Iteration 42Q: 3 clusters Score -1643199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1643202.750000 Penalty: 4723.750488
	Iteration 43Q: 3 clusters Score -1643203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1643207.500000 Penalty: 4723.750488
	Iteration 44Q: 3 clusters Score -1643208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1643211.875000 Penalty: 4723.750488
	Iteration 45Q: 3 clusters Score -1643212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1643223.875000 Penalty: 4723.750488
	Iteration 46Q: 3 clusters Score -1643224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1643235.000000 Penalty: 4723.750488
	Iteration 47Q: 3 clusters Score -1643235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1643242.125000 Penalty: 4723.750488
	Iteration 48Q: 3 clusters Score -1643242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1643248.625000 Penalty: 4723.750488
	Iteration 49Q: 3 clusters Score -1643249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1643261.750000 Penalty: 4723.750488
	Iteration 50Q: 3 clusters Score -1643262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1643267.125000 Penalty: 4723.750488
	Iteration 51Q: 3 clusters Score -1643267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1643268.750000 Penalty: 4723.750488
	Iteration 52Q: 3 clusters Score -1643269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1643273.250000 Penalty: 4723.750488
	Iteration 53Q: 3 clusters Score -1643273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1643279.000000 Penalty: 4723.750488
	Iteration 54Q: 3 clusters Score -1643279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1643282.375000 Penalty: 4723.750488
	Iteration 55Q: 3 clusters Score -1643282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1643281.500000 Penalty: 4723.750488
	Iteration 56Q: 3 clusters Score -1643282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1643284.250000 Penalty: 4723.750488
	Iteration 57Q: 3 clusters Score -1643284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1643283.750000 Penalty: 4723.750488
	Iteration 58Q: 3 clusters Score -1643284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1643284.875000 Penalty: 4723.750488
	Iteration 59Q: 3 clusters Score -1643285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1643285.375000 Penalty: 4723.750488
	Iteration 60F: 3 clusters Score -1643285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1643292.875000 Penalty: 4723.750488
	Iteration 61Q: 3 clusters Score -1643293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1643301.500000 Penalty: 4723.750488
	Iteration 62Q: 3 clusters Score -1643302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1643305.375000 Penalty: 4723.750488
	Iteration 63Q: 3 clusters Score -1643305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1643312.500000 Penalty: 4723.750488
	Iteration 64Q: 3 clusters Score -1643312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1643316.750000 Penalty: 4723.750488
	Iteration 65Q: 3 clusters Score -1643317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1643318.250000 Penalty: 4723.750488
	Iteration 66Q: 3 clusters Score -1643318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1643326.375000 Penalty: 4723.750488
	Iteration 67Q: 3 clusters Score -1643326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1643324.750000 Penalty: 4723.750488
	Iteration 68Q: 3 clusters Score -1643325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1643324.125000 Penalty: 4723.750488
	Iteration 69Q: 3 clusters Score -1643324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1643327.125000 Penalty: 4723.750488
	Iteration 70Q: 3 clusters Score -1643327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1643326.875000 Penalty: 4723.750488
	Iteration 71Q: 3 clusters Score -1643327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1643331.875000 Penalty: 4723.750488
	Iteration 72Q: 3 clusters Score -1643332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1643331.625000 Penalty: 4723.750488
	Iteration 73Q: 3 clusters Score -1643332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1643331.375000 Penalty: 4723.750488
	Iteration 74Q: 3 clusters Score -1643331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1643335.000000 Penalty: 4723.750488
	Iteration 75Q: 3 clusters Score -1643335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1643335.000000 Penalty: 4723.750488
	Iteration 76F: 3 clusters Score -1643335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Entering Unmasked Estep 
Score: -1984577.125000 Penalty: 2408.085938
	Iteration 0F: 2 clusters Score -1984577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1972711.500000 Penalty: 4816.171875
	Iteration 0F: 3 clusters Score -1972712 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1976895.500000 Penalty: 4816.171875
	Iteration 1F: 3 clusters Score -1976896 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1977653.500000 Penalty: 4816.171875
	Iteration 2F: 3 clusters Score -1977654 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1978488.500000 Penalty: 4816.171875
	Iteration 3F: 3 clusters Score -1978488 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1979266.125000 Penalty: 4816.171875
	Iteration 4F: 3 clusters Score -1979266 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1979978.875000 Penalty: 4816.171875
	Iteration 5F: 3 clusters Score -1979979 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1980656.625000 Penalty: 4816.171875
	Iteration 6F: 3 clusters Score -1980657 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1981271.500000 Penalty: 4816.171875
	Iteration 7F: 3 clusters Score -1981272 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1981817.375000 Penalty: 4816.171875
	Iteration 8Q: 3 clusters Score -1981817 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1982219.250000 Penalty: 4816.171875
	Iteration 9Q: 3 clusters Score -1982219 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1982460.875000 Penalty: 4816.171875
	Iteration 10Q: 3 clusters Score -1982461 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1982605.750000 Penalty: 4816.171875
	Iteration 11Q: 3 clusters Score -1982606 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1982693.000000 Penalty: 4816.171875
	Iteration 12Q: 3 clusters Score -1982693 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1982769.125000 Penalty: 4816.171875
	Iteration 13Q: 3 clusters Score -1982769 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1982827.000000 Penalty: 4816.171875
	Iteration 14Q: 3 clusters Score -1982827 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1982874.250000 Penalty: 4816.171875
	Iteration 15Q: 3 clusters Score -1982874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1982935.375000 Penalty: 4816.171875
	Iteration 16Q: 3 clusters Score -1982935 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1982985.000000 Penalty: 4816.171875
	Iteration 17Q: 3 clusters Score -1982985 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1983037.125000 Penalty: 4816.171875
	Iteration 18Q: 3 clusters Score -1983037 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1983091.500000 Penalty: 4816.171875
	Iteration 19Q: 3 clusters Score -1983092 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1983156.875000 Penalty: 4816.171875
	Iteration 20F: 3 clusters Score -1983157 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1983243.625000 Penalty: 4816.171875
	Iteration 21Q: 3 clusters Score -1983244 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1983338.625000 Penalty: 4816.171875
	Iteration 22Q: 3 clusters Score -1983339 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1983447.875000 Penalty: 4816.171875
	Iteration 23Q: 3 clusters Score -1983448 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1983575.375000 Penalty: 4816.171875
	Iteration 24Q: 3 clusters Score -1983575 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1983714.375000 Penalty: 4816.171875
	Iteration 25Q: 3 clusters Score -1983714 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1983856.000000 Penalty: 4816.171875
	Iteration 26Q: 3 clusters Score -1983856 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1984005.375000 Penalty: 4816.171875
	Iteration 27Q: 3 clusters Score -1984005 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1984148.125000 Penalty: 4816.171875
	Iteration 28Q: 3 clusters Score -1984148 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1984255.500000 Penalty: 4816.171875
	Iteration 29Q: 3 clusters Score -1984256 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1984340.125000 Penalty: 4816.171875
	Iteration 30Q: 3 clusters Score -1984340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1984396.250000 Penalty: 4816.171875
	Iteration 31Q: 3 clusters Score -1984396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1984425.625000 Penalty: 4816.171875
	Iteration 32Q: 3 clusters Score -1984426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1984434.250000 Penalty: 4816.171875
	Iteration 33Q: 3 clusters Score -1984434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1984434.625000 Penalty: 4816.171875
	Iteration 34Q: 3 clusters Score -1984435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1984443.375000 Penalty: 4816.171875
	Iteration 35Q: 3 clusters Score -1984443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1984442.625000 Penalty: 4816.171875
	Iteration 36Q: 3 clusters Score -1984443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1984449.000000 Penalty: 4816.171875
	Iteration 37Q: 3 clusters Score -1984449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1984450.625000 Penalty: 4816.171875
	Iteration 38Q: 3 clusters Score -1984451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1984454.125000 Penalty: 4816.171875
	Iteration 39Q: 3 clusters Score -1984454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1984455.750000 Penalty: 4816.171875
	Iteration 40F: 3 clusters Score -1984456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1984457.500000 Penalty: 4816.171875
	Iteration 41Q: 3 clusters Score -1984458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1984459.875000 Penalty: 4816.171875
	Iteration 42Q: 3 clusters Score -1984460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1984458.500000 Penalty: 4816.171875
	Iteration 43Q: 3 clusters Score -1984458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1984462.125000 Penalty: 4816.171875
	Iteration 44Q: 3 clusters Score -1984462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1984462.500000 Penalty: 4816.171875
	Iteration 45Q: 3 clusters Score -1984462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1984464.625000 Penalty: 4816.171875
	Iteration 46Q: 3 clusters Score -1984465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1984462.250000 Penalty: 4816.171875
	Iteration 47Q: 3 clusters Score -1984462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1984462.250000 Penalty: 4816.171875
	Iteration 48F: 3 clusters Score -1984462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -71961.945312 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -71961.95 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 337 members 
Entering Unmasked Estep 
Score: -70353.515625 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -70353.52 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -70807.445312 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -70807.45 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71272.281250 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -71272.28 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -71613.257812 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -71613.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -71760.015625 Penalty: 3232.764893
	Iteration 4F: 3 clusters Score -71760.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -71849.343750 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -71849.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -71935.937500 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -71935.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -72034.664062 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -72034.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -72059.992188 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -72059.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -72062.773438 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -72062.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -72066.960938 Penalty: 3232.764893
	Iteration 10F: 3 clusters Score -72066.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -72085.500000 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -72085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -72088.007812 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -72088.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -72096.148438 Penalty: 3232.764893
	Iteration 13Q: 3 clusters Score -72096.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -72101.375000 Penalty: 3232.764893
	Iteration 14Q: 3 clusters Score -72101.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -72101.375000 Penalty: 3232.764893
	Iteration 15F: 3 clusters Score -72101.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 31609 members 
Mstep: Class 3 contains 54317 members 
Mstep: Class 4 contains 284226 members 
Mstep: Class 5 contains 43074 members 
Mstep: Class 6 contains 46929 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 107174 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 21231 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 136144 members 
Mstep: Class 13 contains 125198 members 
Mstep: Class 14 contains 5476 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100537 members 
Mstep: Class 17 contains 23495 members 
Mstep: Class 18 contains 24614 members 
Mstep: Class 19 contains 68068 members 
Mstep: Class 20 contains 21849 members 
Mstep: Class 21 contains 3785 members 
Mstep: Class 22 contains 2160 members 
Mstep: Class 23 contains 13680 members 
Mstep: Class 24 contains 16482 members 
Mstep: Class 25 contains 155 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 522 members 
Entering Unmasked Estep 
Score: -157710176.000000 Penalty: 94085.835938
Splitting cluster 25 changes total score from -157711952.000000 to -157710176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Entering Unmasked Estep 
Score: -519834.031250 Penalty: 2100.012451
	Iteration 0F: 2 clusters Score -519834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -515495.000000 Penalty: 4200.024902
	Iteration 0F: 3 clusters Score -515495 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -516577.000000 Penalty: 4200.024902
	Iteration 1F: 3 clusters Score -516577 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -516895.562500 Penalty: 4200.024902
	Iteration 2F: 3 clusters Score -516895.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -517210.468750 Penalty: 4200.024902
	Iteration 3F: 3 clusters Score -517210.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -517612.406250 Penalty: 4200.024902
	Iteration 4F: 3 clusters Score -517612.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -518175.687500 Penalty: 4200.024902
	Iteration 5F: 3 clusters Score -518175.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -518831.281250 Penalty: 4200.024902
	Iteration 6F: 3 clusters Score -518831.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -519331.781250 Penalty: 4200.024902
	Iteration 7F: 3 clusters Score -519331.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -519744.593750 Penalty: 4200.024902
	Iteration 8F: 3 clusters Score -519744.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -520036.843750 Penalty: 4200.024902
	Iteration 9Q: 3 clusters Score -520036.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -520181.750000 Penalty: 4200.024902
	Iteration 10Q: 3 clusters Score -520181.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -520260.468750 Penalty: 4200.024902
	Iteration 11Q: 3 clusters Score -520260.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -520315.500000 Penalty: 4200.024902
	Iteration 12Q: 3 clusters Score -520315.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -520386.250000 Penalty: 4200.024902
	Iteration 13Q: 3 clusters Score -520386.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -520527.375000 Penalty: 4200.024902
	Iteration 14Q: 3 clusters Score -520527.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -520695.250000 Penalty: 4200.024902
	Iteration 15Q: 3 clusters Score -520695.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -520835.750000 Penalty: 4200.024902
	Iteration 16Q: 3 clusters Score -520835.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -520888.125000 Penalty: 4200.024902
	Iteration 17Q: 3 clusters Score -520888.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -520897.718750 Penalty: 4200.024902
	Iteration 18Q: 3 clusters Score -520897.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -520902.437500 Penalty: 4200.024902
	Iteration 19Q: 3 clusters Score -520902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -520903.468750 Penalty: 4200.024902
	Iteration 20F: 3 clusters Score -520903.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -520904.750000 Penalty: 4200.024902
	Iteration 21Q: 3 clusters Score -520904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -520905.437500 Penalty: 4200.024902
	Iteration 22Q: 3 clusters Score -520905.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -520905.437500 Penalty: 4200.024902
	Iteration 23F: 3 clusters Score -520905.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 31609 members 
Mstep: Class 3 contains 54317 members 
Mstep: Class 4 contains 284226 members 
Mstep: Class 5 contains 43074 members 
Mstep: Class 6 contains 46929 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 107174 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 21231 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 136144 members 
Mstep: Class 13 contains 125198 members 
Mstep: Class 14 contains 5476 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100537 members 
Mstep: Class 17 contains 23495 members 
Mstep: Class 18 contains 24614 members 
Mstep: Class 19 contains 68068 members 
Mstep: Class 20 contains 21849 members 
Mstep: Class 21 contains 3785 members 
Mstep: Class 22 contains 2160 members 
Mstep: Class 23 contains 13680 members 
Mstep: Class 24 contains 16482 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 2323 members 
Mstep: Class 27 contains 2436 members 
Entering Unmasked Estep 
Score: -157711024.000000 Penalty: 94085.835938
Splitting cluster 26 changes total score from -157711952.000000 to -157711024.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 31609 members 
Mstep: Class 3 contains 54317 members 
Mstep: Class 4 contains 284226 members 
Mstep: Class 5 contains 43074 members 
Mstep: Class 6 contains 46929 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 107174 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 21231 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 136144 members 
Mstep: Class 13 contains 125198 members 
Mstep: Class 14 contains 5476 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100537 members 
Mstep: Class 17 contains 23495 members 
Mstep: Class 18 contains 24614 members 
Mstep: Class 19 contains 68068 members 
Mstep: Class 20 contains 21849 members 
Mstep: Class 21 contains 3785 members 
Mstep: Class 22 contains 2160 members 
Mstep: Class 23 contains 13680 members 
Mstep: Class 24 contains 16482 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711744.000000 Penalty: 90601.179688
Iteration 79Q: 27 clusters Score -1.577117e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84796 members 
Mstep: Class 2 contains 31617 members 
Mstep: Class 3 contains 54313 members 
Mstep: Class 4 contains 284287 members 
Mstep: Class 5 contains 43071 members 
Mstep: Class 6 contains 46902 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 107206 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 21220 members 
Mstep: Class 11 contains 39487 members 
Mstep: Class 12 contains 136079 members 
Mstep: Class 13 contains 125198 members 
Mstep: Class 14 contains 5482 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100527 members 
Mstep: Class 17 contains 23496 members 
Mstep: Class 18 contains 24668 members 
Mstep: Class 19 contains 68067 members 
Mstep: Class 20 contains 21838 members 
Mstep: Class 21 contains 3801 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 13690 members 
Mstep: Class 24 contains 16444 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711824.000000 Penalty: 90601.179688
Iteration 80F: 27 clusters Score -1.577118e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 31625 members 
Mstep: Class 3 contains 54312 members 
Mstep: Class 4 contains 284327 members 
Mstep: Class 5 contains 43082 members 
Mstep: Class 6 contains 46894 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 8 contains 107227 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 21212 members 
Mstep: Class 11 contains 39478 members 
Mstep: Class 12 contains 136014 members 
Mstep: Class 13 contains 125198 members 
Mstep: Class 14 contains 5485 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100522 members 
Mstep: Class 17 contains 23495 members 
Mstep: Class 18 contains 24714 members 
Mstep: Class 19 contains 68066 members 
Mstep: Class 20 contains 21830 members 
Mstep: Class 21 contains 3819 members 
Mstep: Class 22 contains 2176 members 
Mstep: Class 23 contains 13693 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711808.000000 Penalty: 90601.179688
Iteration 81Q: 27 clusters Score -1.577118e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 31634 members 
Mstep: Class 3 contains 54310 members 
Mstep: Class 4 contains 284365 members 
Mstep: Class 5 contains 43087 members 
Mstep: Class 6 contains 46860 members 
Mstep: Class 7 contains 2653 members 
Mstep: Class 8 contains 107250 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21208 members 
Mstep: Class 11 contains 39474 members 
Mstep: Class 12 contains 135958 members 
Mstep: Class 13 contains 125204 members 
Mstep: Class 14 contains 5495 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100514 members 
Mstep: Class 17 contains 23491 members 
Mstep: Class 18 contains 24760 members 
Mstep: Class 19 contains 68070 members 
Mstep: Class 20 contains 21820 members 
Mstep: Class 21 contains 3833 members 
Mstep: Class 22 contains 2182 members 
Mstep: Class 23 contains 13698 members 
Mstep: Class 24 contains 16377 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711696.000000 Penalty: 90601.179688
Iteration 82Q: 27 clusters Score -1.577117e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 31642 members 
Mstep: Class 3 contains 54309 members 
Mstep: Class 4 contains 284384 members 
Mstep: Class 5 contains 43095 members 
Mstep: Class 6 contains 46821 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 107283 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 21204 members 
Mstep: Class 11 contains 39468 members 
Mstep: Class 12 contains 135927 members 
Mstep: Class 13 contains 125213 members 
Mstep: Class 14 contains 5502 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100508 members 
Mstep: Class 17 contains 23489 members 
Mstep: Class 18 contains 24801 members 
Mstep: Class 19 contains 68071 members 
Mstep: Class 20 contains 21813 members 
Mstep: Class 21 contains 3851 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 13696 members 
Mstep: Class 24 contains 16334 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711664.000000 Penalty: 90601.179688
Iteration 83Q: 27 clusters Score -1.577117e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 31655 members 
Mstep: Class 3 contains 54310 members 
Mstep: Class 4 contains 284383 members 
Mstep: Class 5 contains 43108 members 
Mstep: Class 6 contains 46796 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 107297 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21202 members 
Mstep: Class 11 contains 39466 members 
Mstep: Class 12 contains 135898 members 
Mstep: Class 13 contains 125224 members 
Mstep: Class 14 contains 5504 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100499 members 
Mstep: Class 17 contains 23487 members 
Mstep: Class 18 contains 24836 members 
Mstep: Class 19 contains 68067 members 
Mstep: Class 20 contains 21802 members 
Mstep: Class 21 contains 3872 members 
Mstep: Class 22 contains 2204 members 
Mstep: Class 23 contains 13695 members 
Mstep: Class 24 contains 16301 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711664.000000 Penalty: 90601.179688
Iteration 84Q: 27 clusters Score -1.577117e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84734 members 
Mstep: Class 2 contains 31655 members 
Mstep: Class 3 contains 54311 members 
Mstep: Class 4 contains 284408 members 
Mstep: Class 5 contains 43118 members 
Mstep: Class 6 contains 46782 members 
Mstep: Class 7 contains 2656 members 
Mstep: Class 8 contains 107320 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21196 members 
Mstep: Class 11 contains 39470 members 
Mstep: Class 12 contains 135853 members 
Mstep: Class 13 contains 125222 members 
Mstep: Class 14 contains 5508 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100487 members 
Mstep: Class 17 contains 23487 members 
Mstep: Class 18 contains 24880 members 
Mstep: Class 19 contains 68065 members 
Mstep: Class 20 contains 21791 members 
Mstep: Class 21 contains 3888 members 
Mstep: Class 22 contains 2217 members 
Mstep: Class 23 contains 13698 members 
Mstep: Class 24 contains 16258 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711664.000000 Penalty: 90601.179688
Iteration 85Q: 27 clusters Score -1.577117e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 31659 members 
Mstep: Class 3 contains 54312 members 
Mstep: Class 4 contains 284437 members 
Mstep: Class 5 contains 43119 members 
Mstep: Class 6 contains 46766 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 107339 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21194 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 135805 members 
Mstep: Class 13 contains 125225 members 
Mstep: Class 14 contains 5511 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100478 members 
Mstep: Class 17 contains 23487 members 
Mstep: Class 18 contains 24921 members 
Mstep: Class 19 contains 68064 members 
Mstep: Class 20 contains 21785 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 13698 members 
Mstep: Class 24 contains 16220 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711600.000000 Penalty: 90601.179688
Iteration 86Q: 27 clusters Score -1.577116e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84733 members 
Mstep: Class 2 contains 31661 members 
Mstep: Class 3 contains 54312 members 
Mstep: Class 4 contains 284456 members 
Mstep: Class 5 contains 43115 members 
Mstep: Class 6 contains 46747 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 107353 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21193 members 
Mstep: Class 11 contains 39462 members 
Mstep: Class 12 contains 135770 members 
Mstep: Class 13 contains 125220 members 
Mstep: Class 14 contains 5516 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100474 members 
Mstep: Class 17 contains 23487 members 
Mstep: Class 18 contains 24961 members 
Mstep: Class 19 contains 68061 members 
Mstep: Class 20 contains 21777 members 
Mstep: Class 21 contains 3930 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 13690 members 
Mstep: Class 24 contains 16189 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711696.000000 Penalty: 90601.179688
Iteration 87Q: 27 clusters Score -1.577117e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 31662 members 
Mstep: Class 3 contains 54312 members 
Mstep: Class 4 contains 284477 members 
Mstep: Class 5 contains 43113 members 
Mstep: Class 6 contains 46721 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 107359 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21185 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 135749 members 
Mstep: Class 13 contains 125214 members 
Mstep: Class 14 contains 5525 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100468 members 
Mstep: Class 17 contains 23488 members 
Mstep: Class 18 contains 25000 members 
Mstep: Class 19 contains 68057 members 
Mstep: Class 20 contains 21769 members 
Mstep: Class 21 contains 3948 members 
Mstep: Class 22 contains 2254 members 
Mstep: Class 23 contains 13689 members 
Mstep: Class 24 contains 16171 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711712.000000 Penalty: 90601.179688
Iteration 88Q: 27 clusters Score -1.577117e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 31665 members 
Mstep: Class 3 contains 54310 members 
Mstep: Class 4 contains 284514 members 
Mstep: Class 5 contains 43114 members 
Mstep: Class 6 contains 46701 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 107375 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21169 members 
Mstep: Class 11 contains 39458 members 
Mstep: Class 12 contains 135708 members 
Mstep: Class 13 contains 125213 members 
Mstep: Class 14 contains 5529 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100469 members 
Mstep: Class 17 contains 23490 members 
Mstep: Class 18 contains 25032 members 
Mstep: Class 19 contains 68059 members 
Mstep: Class 20 contains 21759 members 
Mstep: Class 21 contains 3965 members 
Mstep: Class 22 contains 2266 members 
Mstep: Class 23 contains 13691 members 
Mstep: Class 24 contains 16139 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711744.000000 Penalty: 90601.179688
Iteration 89Q: 27 clusters Score -1.577117e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 31664 members 
Mstep: Class 3 contains 54311 members 
Mstep: Class 4 contains 284545 members 
Mstep: Class 5 contains 43118 members 
Mstep: Class 6 contains 46681 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 107393 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21160 members 
Mstep: Class 11 contains 39458 members 
Mstep: Class 12 contains 135674 members 
Mstep: Class 13 contains 125215 members 
Mstep: Class 14 contains 5532 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100463 members 
Mstep: Class 17 contains 23492 members 
Mstep: Class 18 contains 25061 members 
Mstep: Class 19 contains 68061 members 
Mstep: Class 20 contains 21746 members 
Mstep: Class 21 contains 3978 members 
Mstep: Class 22 contains 2273 members 
Mstep: Class 23 contains 13697 members 
Mstep: Class 24 contains 16110 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711808.000000 Penalty: 90601.179688
Iteration 90Q: 27 clusters Score -1.577118e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 31663 members 
Mstep: Class 3 contains 54310 members 
Mstep: Class 4 contains 284577 members 
Mstep: Class 5 contains 43123 members 
Mstep: Class 6 contains 46655 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 107414 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21147 members 
Mstep: Class 11 contains 39456 members 
Mstep: Class 12 contains 135635 members 
Mstep: Class 13 contains 125219 members 
Mstep: Class 14 contains 5541 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100464 members 
Mstep: Class 17 contains 23493 members 
Mstep: Class 18 contains 25083 members 
Mstep: Class 19 contains 68063 members 
Mstep: Class 20 contains 21741 members 
Mstep: Class 21 contains 3988 members 
Mstep: Class 22 contains 2280 members 
Mstep: Class 23 contains 13700 members 
Mstep: Class 24 contains 16083 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711776.000000 Penalty: 90601.179688
Iteration 91Q: 27 clusters Score -1.577118e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 31661 members 
Mstep: Class 3 contains 54308 members 
Mstep: Class 4 contains 284627 members 
Mstep: Class 5 contains 43120 members 
Mstep: Class 6 contains 46634 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 107422 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21132 members 
Mstep: Class 11 contains 39454 members 
Mstep: Class 12 contains 135592 members 
Mstep: Class 13 contains 125234 members 
Mstep: Class 14 contains 5546 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100458 members 
Mstep: Class 17 contains 23496 members 
Mstep: Class 18 contains 25109 members 
Mstep: Class 19 contains 68065 members 
Mstep: Class 20 contains 21728 members 
Mstep: Class 21 contains 3997 members 
Mstep: Class 22 contains 2293 members 
Mstep: Class 23 contains 13703 members 
Mstep: Class 24 contains 16054 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711680.000000 Penalty: 90601.179688
Iteration 92Q: 27 clusters Score -1.577117e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84698 members 
Mstep: Class 2 contains 31659 members 
Mstep: Class 3 contains 54306 members 
Mstep: Class 4 contains 284655 members 
Mstep: Class 5 contains 43126 members 
Mstep: Class 6 contains 46605 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 107436 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21124 members 
Mstep: Class 11 contains 39459 members 
Mstep: Class 12 contains 135559 members 
Mstep: Class 13 contains 125249 members 
Mstep: Class 14 contains 5549 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100452 members 
Mstep: Class 17 contains 23500 members 
Mstep: Class 18 contains 25133 members 
Mstep: Class 19 contains 68068 members 
Mstep: Class 20 contains 21718 members 
Mstep: Class 21 contains 4004 members 
Mstep: Class 22 contains 2301 members 
Mstep: Class 23 contains 13706 members 
Mstep: Class 24 contains 16028 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711616.000000 Penalty: 90601.179688
Iteration 93Q: 27 clusters Score -1.577116e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 31660 members 
Mstep: Class 3 contains 54306 members 
Mstep: Class 4 contains 284692 members 
Mstep: Class 5 contains 43121 members 
Mstep: Class 6 contains 46590 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 107443 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21111 members 
Mstep: Class 11 contains 39459 members 
Mstep: Class 12 contains 135531 members 
Mstep: Class 13 contains 125263 members 
Mstep: Class 14 contains 5552 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100452 members 
Mstep: Class 17 contains 23503 members 
Mstep: Class 18 contains 25154 members 
Mstep: Class 19 contains 68066 members 
Mstep: Class 20 contains 21710 members 
Mstep: Class 21 contains 4013 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 13710 members 
Mstep: Class 24 contains 16001 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711712.000000 Penalty: 90601.179688
Iteration 94Q: 27 clusters Score -1.577117e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84677 members 
Mstep: Class 2 contains 31664 members 
Mstep: Class 3 contains 54303 members 
Mstep: Class 4 contains 284719 members 
Mstep: Class 5 contains 43121 members 
Mstep: Class 6 contains 46576 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 107455 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21103 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 135508 members 
Mstep: Class 13 contains 125271 members 
Mstep: Class 14 contains 5556 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100451 members 
Mstep: Class 17 contains 23506 members 
Mstep: Class 18 contains 25179 members 
Mstep: Class 19 contains 68063 members 
Mstep: Class 20 contains 21704 members 
Mstep: Class 21 contains 4018 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 13707 members 
Mstep: Class 24 contains 15978 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711648.000000 Penalty: 90601.179688
Iteration 95Q: 27 clusters Score -1.577116e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84677 members 
Mstep: Class 2 contains 31669 members 
Mstep: Class 3 contains 54301 members 
Mstep: Class 4 contains 284736 members 
Mstep: Class 5 contains 43126 members 
Mstep: Class 6 contains 46561 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 107469 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21100 members 
Mstep: Class 11 contains 39455 members 
Mstep: Class 12 contains 135482 members 
Mstep: Class 13 contains 125277 members 
Mstep: Class 14 contains 5558 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100447 members 
Mstep: Class 17 contains 23507 members 
Mstep: Class 18 contains 25204 members 
Mstep: Class 19 contains 68062 members 
Mstep: Class 20 contains 21700 members 
Mstep: Class 21 contains 4023 members 
Mstep: Class 22 contains 2322 members 
Mstep: Class 23 contains 13708 members 
Mstep: Class 24 contains 15951 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711600.000000 Penalty: 90601.179688
Iteration 96Q: 27 clusters Score -1.577116e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 31672 members 
Mstep: Class 3 contains 54299 members 
Mstep: Class 4 contains 284760 members 
Mstep: Class 5 contains 43132 members 
Mstep: Class 6 contains 46540 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 107480 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21092 members 
Mstep: Class 11 contains 39451 members 
Mstep: Class 12 contains 135456 members 
Mstep: Class 13 contains 125287 members 
Mstep: Class 14 contains 5564 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100449 members 
Mstep: Class 17 contains 23509 members 
Mstep: Class 18 contains 25221 members 
Mstep: Class 19 contains 68067 members 
Mstep: Class 20 contains 21701 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 2323 members 
Mstep: Class 23 contains 13710 members 
Mstep: Class 24 contains 15921 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711744.000000 Penalty: 90601.179688
Iteration 97Q: 27 clusters Score -1.577117e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84672 members 
Mstep: Class 2 contains 31675 members 
Mstep: Class 3 contains 54298 members 
Mstep: Class 4 contains 284791 members 
Mstep: Class 5 contains 43140 members 
Mstep: Class 6 contains 46535 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 107482 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21084 members 
Mstep: Class 11 contains 39447 members 
Mstep: Class 12 contains 135421 members 
Mstep: Class 13 contains 125288 members 
Mstep: Class 14 contains 5568 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100451 members 
Mstep: Class 17 contains 23511 members 
Mstep: Class 18 contains 25239 members 
Mstep: Class 19 contains 68068 members 
Mstep: Class 20 contains 21699 members 
Mstep: Class 21 contains 4026 members 
Mstep: Class 22 contains 2320 members 
Mstep: Class 23 contains 13712 members 
Mstep: Class 24 contains 15901 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711824.000000 Penalty: 90601.179688
Iteration 98Q: 27 clusters Score -1.577118e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 31676 members 
Mstep: Class 3 contains 54298 members 
Mstep: Class 4 contains 284811 members 
Mstep: Class 5 contains 43144 members 
Mstep: Class 6 contains 46535 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 107490 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21081 members 
Mstep: Class 11 contains 39444 members 
Mstep: Class 12 contains 135392 members 
Mstep: Class 13 contains 125287 members 
Mstep: Class 14 contains 5570 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100447 members 
Mstep: Class 17 contains 23516 members 
Mstep: Class 18 contains 25259 members 
Mstep: Class 19 contains 68067 members 
Mstep: Class 20 contains 21693 members 
Mstep: Class 21 contains 4026 members 
Mstep: Class 22 contains 2321 members 
Mstep: Class 23 contains 13713 members 
Mstep: Class 24 contains 15890 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711808.000000 Penalty: 90601.179688
Iteration 99Q: 27 clusters Score -1.577118e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 31678 members 
Mstep: Class 3 contains 54299 members 
Mstep: Class 4 contains 284841 members 
Mstep: Class 5 contains 43146 members 
Mstep: Class 6 contains 46523 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 107499 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21075 members 
Mstep: Class 11 contains 39444 members 
Mstep: Class 12 contains 135359 members 
Mstep: Class 13 contains 125295 members 
Mstep: Class 14 contains 5572 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100446 members 
Mstep: Class 17 contains 23519 members 
Mstep: Class 18 contains 25285 members 
Mstep: Class 19 contains 68064 members 
Mstep: Class 20 contains 21688 members 
Mstep: Class 21 contains 4026 members 
Mstep: Class 22 contains 2323 members 
Mstep: Class 23 contains 13712 members 
Mstep: Class 24 contains 15872 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711808.000000 Penalty: 90601.179688
Iteration 100F: 27 clusters Score -1.577118e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84645 members 
Mstep: Class 2 contains 31676 members 
Mstep: Class 3 contains 54299 members 
Mstep: Class 4 contains 284869 members 
Mstep: Class 5 contains 43151 members 
Mstep: Class 6 contains 46521 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 107511 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21064 members 
Mstep: Class 11 contains 39438 members 
Mstep: Class 12 contains 135325 members 
Mstep: Class 13 contains 125304 members 
Mstep: Class 14 contains 5576 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100450 members 
Mstep: Class 17 contains 23519 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 68062 members 
Mstep: Class 20 contains 21684 members 
Mstep: Class 21 contains 4026 members 
Mstep: Class 22 contains 2332 members 
Mstep: Class 23 contains 13709 members 
Mstep: Class 24 contains 15860 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711696.000000 Penalty: 90601.179688
Iteration 101Q: 27 clusters Score -1.577117e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 31672 members 
Mstep: Class 3 contains 54298 members 
Mstep: Class 4 contains 284899 members 
Mstep: Class 5 contains 43152 members 
Mstep: Class 6 contains 46523 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 107512 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21051 members 
Mstep: Class 11 contains 39432 members 
Mstep: Class 12 contains 135294 members 
Mstep: Class 13 contains 125313 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 23520 members 
Mstep: Class 18 contains 25316 members 
Mstep: Class 19 contains 68061 members 
Mstep: Class 20 contains 21682 members 
Mstep: Class 21 contains 4026 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 13707 members 
Mstep: Class 24 contains 15855 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711824.000000 Penalty: 90601.179688
Iteration 102Q: 27 clusters Score -1.577118e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84626 members 
Mstep: Class 2 contains 31670 members 
Mstep: Class 3 contains 54297 members 
Mstep: Class 4 contains 284918 members 
Mstep: Class 5 contains 43154 members 
Mstep: Class 6 contains 46522 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 107519 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 21035 members 
Mstep: Class 11 contains 39436 members 
Mstep: Class 12 contains 135265 members 
Mstep: Class 13 contains 125317 members 
Mstep: Class 14 contains 5582 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100458 members 
Mstep: Class 17 contains 23523 members 
Mstep: Class 18 contains 25326 members 
Mstep: Class 19 contains 68061 members 
Mstep: Class 20 contains 21679 members 
Mstep: Class 21 contains 4026 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 13704 members 
Mstep: Class 24 contains 15851 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711664.000000 Penalty: 90601.179688
Iteration 103Q: 27 clusters Score -1.577117e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 31669 members 
Mstep: Class 3 contains 54294 members 
Mstep: Class 4 contains 284924 members 
Mstep: Class 5 contains 43158 members 
Mstep: Class 6 contains 46526 members 
Mstep: Class 7 contains 2659 members 
Mstep: Class 8 contains 107527 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 21010 members 
Mstep: Class 11 contains 39437 members 
Mstep: Class 12 contains 135240 members 
Mstep: Class 13 contains 125322 members 
Mstep: Class 14 contains 5585 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100466 members 
Mstep: Class 17 contains 23525 members 
Mstep: Class 18 contains 25336 members 
Mstep: Class 19 contains 68065 members 
Mstep: Class 20 contains 21674 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 13700 members 
Mstep: Class 24 contains 15840 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711888.000000 Penalty: 90601.179688
Iteration 104Q: 27 clusters Score -1.577119e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 31669 members 
Mstep: Class 3 contains 54291 members 
Mstep: Class 4 contains 284935 members 
Mstep: Class 5 contains 43160 members 
Mstep: Class 6 contains 46530 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 107534 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 20984 members 
Mstep: Class 11 contains 39436 members 
Mstep: Class 12 contains 135218 members 
Mstep: Class 13 contains 125323 members 
Mstep: Class 14 contains 5588 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100470 members 
Mstep: Class 17 contains 23533 members 
Mstep: Class 18 contains 25354 members 
Mstep: Class 19 contains 68068 members 
Mstep: Class 20 contains 21674 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 13688 members 
Mstep: Class 24 contains 15823 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711920.000000 Penalty: 90601.179688
Iteration 105Q: 27 clusters Score -1.577119e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 31667 members 
Mstep: Class 3 contains 54291 members 
Mstep: Class 4 contains 284945 members 
Mstep: Class 5 contains 43161 members 
Mstep: Class 6 contains 46542 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 107536 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 20966 members 
Mstep: Class 11 contains 39434 members 
Mstep: Class 12 contains 135195 members 
Mstep: Class 13 contains 125322 members 
Mstep: Class 14 contains 5588 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100468 members 
Mstep: Class 17 contains 23536 members 
Mstep: Class 18 contains 25367 members 
Mstep: Class 19 contains 68069 members 
Mstep: Class 20 contains 21670 members 
Mstep: Class 21 contains 4028 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 13680 members 
Mstep: Class 24 contains 15814 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711776.000000 Penalty: 90601.179688
Iteration 106Q: 27 clusters Score -1.577118e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 31665 members 
Mstep: Class 3 contains 54292 members 
Mstep: Class 4 contains 284960 members 
Mstep: Class 5 contains 43164 members 
Mstep: Class 6 contains 46535 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 107540 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 20935 members 
Mstep: Class 11 contains 39434 members 
Mstep: Class 12 contains 135174 members 
Mstep: Class 13 contains 125323 members 
Mstep: Class 14 contains 5586 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100468 members 
Mstep: Class 17 contains 23543 members 
Mstep: Class 18 contains 25387 members 
Mstep: Class 19 contains 68068 members 
Mstep: Class 20 contains 21669 members 
Mstep: Class 21 contains 4029 members 
Mstep: Class 22 contains 2438 members 
Mstep: Class 23 contains 13672 members 
Mstep: Class 24 contains 15805 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711760.000000 Penalty: 90601.179688
Iteration 107Q: 27 clusters Score -1.577118e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 31666 members 
Mstep: Class 3 contains 54292 members 
Mstep: Class 4 contains 284975 members 
Mstep: Class 5 contains 43164 members 
Mstep: Class 6 contains 46528 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 107544 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 20905 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 135164 members 
Mstep: Class 13 contains 125319 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100473 members 
Mstep: Class 17 contains 23547 members 
Mstep: Class 18 contains 25402 members 
Mstep: Class 19 contains 68065 members 
Mstep: Class 20 contains 21666 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 2466 members 
Mstep: Class 23 contains 13660 members 
Mstep: Class 24 contains 15799 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711760.000000 Penalty: 90601.179688
Iteration 108Q: 27 clusters Score -1.577118e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84603 members 
Mstep: Class 2 contains 31668 members 
Mstep: Class 3 contains 54290 members 
Mstep: Class 4 contains 284988 members 
Mstep: Class 5 contains 43165 members 
Mstep: Class 6 contains 46513 members 
Mstep: Class 7 contains 2659 members 
Mstep: Class 8 contains 107555 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 20858 members 
Mstep: Class 11 contains 39436 members 
Mstep: Class 12 contains 135147 members 
Mstep: Class 13 contains 125318 members 
Mstep: Class 14 contains 5590 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100475 members 
Mstep: Class 17 contains 23549 members 
Mstep: Class 18 contains 25417 members 
Mstep: Class 19 contains 68067 members 
Mstep: Class 20 contains 21664 members 
Mstep: Class 21 contains 4031 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 13655 members 
Mstep: Class 24 contains 15791 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711952.000000 Penalty: 90601.179688
Iteration 109Q: 27 clusters Score -1.57712e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 31668 members 
Mstep: Class 3 contains 54288 members 
Mstep: Class 4 contains 284995 members 
Mstep: Class 5 contains 43165 members 
Mstep: Class 6 contains 46502 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 107562 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 20810 members 
Mstep: Class 11 contains 39439 members 
Mstep: Class 12 contains 135138 members 
Mstep: Class 13 contains 125314 members 
Mstep: Class 14 contains 5591 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100480 members 
Mstep: Class 17 contains 23555 members 
Mstep: Class 18 contains 25439 members 
Mstep: Class 19 contains 68070 members 
Mstep: Class 20 contains 21663 members 
Mstep: Class 21 contains 4032 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 13645 members 
Mstep: Class 24 contains 15779 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711952.000000 Penalty: 90601.179688
Iteration 110Q: 27 clusters Score -1.57712e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 31670 members 
Mstep: Class 3 contains 54288 members 
Mstep: Class 4 contains 285007 members 
Mstep: Class 5 contains 43166 members 
Mstep: Class 6 contains 46492 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 107567 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 20751 members 
Mstep: Class 11 contains 39440 members 
Mstep: Class 12 contains 135120 members 
Mstep: Class 13 contains 125324 members 
Mstep: Class 14 contains 5594 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100489 members 
Mstep: Class 17 contains 23563 members 
Mstep: Class 18 contains 25456 members 
Mstep: Class 19 contains 68070 members 
Mstep: Class 20 contains 21662 members 
Mstep: Class 21 contains 4033 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 13641 members 
Mstep: Class 24 contains 15764 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711808.000000 Penalty: 90601.179688
Iteration 111Q: 27 clusters Score -1.577118e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 31676 members 
Mstep: Class 3 contains 54288 members 
Mstep: Class 4 contains 285020 members 
Mstep: Class 5 contains 43169 members 
Mstep: Class 6 contains 46489 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 107566 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 20678 members 
Mstep: Class 11 contains 39441 members 
Mstep: Class 12 contains 135102 members 
Mstep: Class 13 contains 125324 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100492 members 
Mstep: Class 17 contains 23573 members 
Mstep: Class 18 contains 25477 members 
Mstep: Class 19 contains 68065 members 
Mstep: Class 20 contains 21662 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 13632 members 
Mstep: Class 24 contains 15750 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711936.000000 Penalty: 90601.179688
Iteration 112Q: 27 clusters Score -1.577119e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 31683 members 
Mstep: Class 3 contains 54290 members 
Mstep: Class 4 contains 285031 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 46487 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 107570 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 20596 members 
Mstep: Class 11 contains 39443 members 
Mstep: Class 12 contains 135085 members 
Mstep: Class 13 contains 125321 members 
Mstep: Class 14 contains 5591 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100503 members 
Mstep: Class 17 contains 23577 members 
Mstep: Class 18 contains 25489 members 
Mstep: Class 19 contains 68065 members 
Mstep: Class 20 contains 21660 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 2710 members 
Mstep: Class 23 contains 13619 members 
Mstep: Class 24 contains 15732 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711984.000000 Penalty: 90601.179688
Iteration 113Q: 27 clusters Score -1.57712e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 31686 members 
Mstep: Class 3 contains 54289 members 
Mstep: Class 4 contains 285044 members 
Mstep: Class 5 contains 43170 members 
Mstep: Class 6 contains 46482 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 107580 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 39443 members 
Mstep: Class 12 contains 135074 members 
Mstep: Class 13 contains 125317 members 
Mstep: Class 14 contains 5591 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100526 members 
Mstep: Class 17 contains 23585 members 
Mstep: Class 18 contains 25499 members 
Mstep: Class 19 contains 68066 members 
Mstep: Class 20 contains 21656 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 2795 members 
Mstep: Class 23 contains 13596 members 
Mstep: Class 24 contains 15716 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712128.000000 Penalty: 90601.179688
Iteration 114Q: 27 clusters Score -1.577121e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 31687 members 
Mstep: Class 3 contains 54289 members 
Mstep: Class 4 contains 285053 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46466 members 
Mstep: Class 7 contains 2667 members 
Mstep: Class 8 contains 107582 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 20364 members 
Mstep: Class 11 contains 39443 members 
Mstep: Class 12 contains 135057 members 
Mstep: Class 13 contains 125320 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100557 members 
Mstep: Class 17 contains 23593 members 
Mstep: Class 18 contains 25515 members 
Mstep: Class 19 contains 68066 members 
Mstep: Class 20 contains 21653 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 13573 members 
Mstep: Class 24 contains 15708 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712304.000000 Penalty: 90601.179688
Iteration 115Q: 27 clusters Score -1.577123e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 31687 members 
Mstep: Class 3 contains 54289 members 
Mstep: Class 4 contains 285063 members 
Mstep: Class 5 contains 43176 members 
Mstep: Class 6 contains 46457 members 
Mstep: Class 7 contains 2672 members 
Mstep: Class 8 contains 107587 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 20219 members 
Mstep: Class 11 contains 39444 members 
Mstep: Class 12 contains 135046 members 
Mstep: Class 13 contains 125325 members 
Mstep: Class 14 contains 5594 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100587 members 
Mstep: Class 17 contains 23614 members 
Mstep: Class 18 contains 25529 members 
Mstep: Class 19 contains 68066 members 
Mstep: Class 20 contains 21651 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 2997 members 
Mstep: Class 23 contains 13530 members 
Mstep: Class 24 contains 15696 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712464.000000 Penalty: 90601.179688
Iteration 116Q: 27 clusters Score -1.577125e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 31687 members 
Mstep: Class 3 contains 54287 members 
Mstep: Class 4 contains 285072 members 
Mstep: Class 5 contains 43176 members 
Mstep: Class 6 contains 46455 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 107596 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 20019 members 
Mstep: Class 11 contains 39443 members 
Mstep: Class 12 contains 135034 members 
Mstep: Class 13 contains 125333 members 
Mstep: Class 14 contains 5597 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100613 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 25538 members 
Mstep: Class 19 contains 68061 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 3182 members 
Mstep: Class 23 contains 13474 members 
Mstep: Class 24 contains 15687 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712624.000000 Penalty: 90601.179688
Iteration 117Q: 27 clusters Score -1.577126e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 31683 members 
Mstep: Class 3 contains 54285 members 
Mstep: Class 4 contains 285075 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46457 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 107603 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 19794 members 
Mstep: Class 11 contains 39444 members 
Mstep: Class 12 contains 135025 members 
Mstep: Class 13 contains 125334 members 
Mstep: Class 14 contains 5598 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100657 members 
Mstep: Class 17 contains 23652 members 
Mstep: Class 18 contains 25552 members 
Mstep: Class 19 contains 68062 members 
Mstep: Class 20 contains 21645 members 
Mstep: Class 21 contains 4035 members 
Mstep: Class 22 contains 3411 members 
Mstep: Class 23 contains 13373 members 
Mstep: Class 24 contains 15673 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713056.000000 Penalty: 90601.179688
Iteration 118Q: 27 clusters Score -1.577131e+08 nChanged 803
Entering ConstructFrom: 
Score: -157713056.000000 Penalty: 90601.179688
Entering ConstructFrom: 
Trying to split cluster 1 (84586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Entering Unmasked Estep 
Score: -10917036.000000 Penalty: 2813.689941
	Iteration 0F: 2 clusters Score -1.091704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -10860626.000000 Penalty: 5627.379883
	Iteration 0F: 3 clusters Score -1.086063e+07 nChanged 39633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -10882840.000000 Penalty: 5627.379883
	Iteration 1F: 3 clusters Score -1.088284e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -10883385.000000 Penalty: 5627.379883
	Iteration 2Q: 3 clusters Score -1.088338e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -10883863.000000 Penalty: 5627.379883
	Iteration 3Q: 3 clusters Score -1.088386e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -10884305.000000 Penalty: 5627.379883
	Iteration 4Q: 3 clusters Score -1.08843e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -10884804.000000 Penalty: 5627.379883
	Iteration 5Q: 3 clusters Score -1.08848e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -10885393.000000 Penalty: 5627.379883
	Iteration 6Q: 3 clusters Score -1.088539e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -10886098.000000 Penalty: 5627.379883
	Iteration 7Q: 3 clusters Score -1.08861e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -10887326.000000 Penalty: 5627.379883
	Iteration 8Q: 3 clusters Score -1.088733e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -10889128.000000 Penalty: 5627.379883
	Iteration 9Q: 3 clusters Score -1.088913e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -10892199.000000 Penalty: 5627.379883
	Iteration 10F: 3 clusters Score -1.08922e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -10896906.000000 Penalty: 5627.379883
	Iteration 11F: 3 clusters Score -1.089691e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -10902776.000000 Penalty: 5627.379883
	Iteration 12F: 3 clusters Score -1.090278e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -10908137.000000 Penalty: 5627.379883
	Iteration 13F: 3 clusters Score -1.090814e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -10911794.000000 Penalty: 5627.379883
	Iteration 14Q: 3 clusters Score -1.091179e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -10913500.000000 Penalty: 5627.379883
	Iteration 15Q: 3 clusters Score -1.09135e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 83982 members 
Entering Unmasked Estep 
Score: -10914113.000000 Penalty: 5627.379883
	Iteration 16Q: 3 clusters Score -1.091411e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 84195 members 
Entering Unmasked Estep 
Score: -10914325.000000 Penalty: 5627.379883
	Iteration 17Q: 3 clusters Score -1.091432e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 84253 members 
Entering Unmasked Estep 
Score: -10914409.000000 Penalty: 5627.379883
	Iteration 18Q: 3 clusters Score -1.091441e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 84272 members 
Entering Unmasked Estep 
Score: -10914461.000000 Penalty: 5627.379883
	Iteration 19Q: 3 clusters Score -1.091446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -10914495.000000 Penalty: 5627.379883
	Iteration 20F: 3 clusters Score -1.09145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -10914528.000000 Penalty: 5627.379883
	Iteration 21Q: 3 clusters Score -1.091453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -10914542.000000 Penalty: 5627.379883
	Iteration 22Q: 3 clusters Score -1.091454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -10914541.000000 Penalty: 5627.379883
	Iteration 23Q: 3 clusters Score -1.091454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -10914541.000000 Penalty: 5627.379883
	Iteration 24F: 3 clusters Score -1.091454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Entering Unmasked Estep 
Score: -3986473.750000 Penalty: 2570.133301
	Iteration 0F: 2 clusters Score -3986474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3964941.750000 Penalty: 5140.266602
	Iteration 0F: 3 clusters Score -3964942 nChanged 14327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3973127.500000 Penalty: 5140.266602
	Iteration 1F: 3 clusters Score -3973128 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3973904.500000 Penalty: 5140.266602
	Iteration 2F: 3 clusters Score -3973904 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3974764.250000 Penalty: 5140.266602
	Iteration 3F: 3 clusters Score -3974764 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3975901.250000 Penalty: 5140.266602
	Iteration 4F: 3 clusters Score -3975901 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3977369.500000 Penalty: 5140.266602
	Iteration 5F: 3 clusters Score -3977370 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3979052.500000 Penalty: 5140.266602
	Iteration 6F: 3 clusters Score -3979052 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3980677.000000 Penalty: 5140.266602
	Iteration 7F: 3 clusters Score -3980677 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3982134.750000 Penalty: 5140.266602
	Iteration 8F: 3 clusters Score -3982135 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3983258.750000 Penalty: 5140.266602
	Iteration 9Q: 3 clusters Score -3983259 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3983995.250000 Penalty: 5140.266602
	Iteration 10Q: 3 clusters Score -3983995 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3984505.250000 Penalty: 5140.266602
	Iteration 11Q: 3 clusters Score -3984505 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3984872.500000 Penalty: 5140.266602
	Iteration 12Q: 3 clusters Score -3984872 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3985145.250000 Penalty: 5140.266602
	Iteration 13Q: 3 clusters Score -3985145 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3985325.250000 Penalty: 5140.266602
	Iteration 14Q: 3 clusters Score -3985325 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3985423.250000 Penalty: 5140.266602
	Iteration 15Q: 3 clusters Score -3985423 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3985515.000000 Penalty: 5140.266602
	Iteration 16Q: 3 clusters Score -3985515 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3985593.250000 Penalty: 5140.266602
	Iteration 17Q: 3 clusters Score -3985593 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3985649.250000 Penalty: 5140.266602
	Iteration 18Q: 3 clusters Score -3985649 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3985698.500000 Penalty: 5140.266602
	Iteration 19Q: 3 clusters Score -3985698 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3985746.750000 Penalty: 5140.266602
	Iteration 20F: 3 clusters Score -3985747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3985767.750000 Penalty: 5140.266602
	Iteration 21Q: 3 clusters Score -3985768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3985784.750000 Penalty: 5140.266602
	Iteration 22Q: 3 clusters Score -3985785 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3985807.250000 Penalty: 5140.266602
	Iteration 23Q: 3 clusters Score -3985807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3985833.000000 Penalty: 5140.266602
	Iteration 24Q: 3 clusters Score -3985833 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3985850.500000 Penalty: 5140.266602
	Iteration 25Q: 3 clusters Score -3985850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3985877.000000 Penalty: 5140.266602
	Iteration 26Q: 3 clusters Score -3985877 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3985906.250000 Penalty: 5140.266602
	Iteration 27Q: 3 clusters Score -3985906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3985929.250000 Penalty: 5140.266602
	Iteration 28Q: 3 clusters Score -3985929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3985940.250000 Penalty: 5140.266602
	Iteration 29Q: 3 clusters Score -3985940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3985945.000000 Penalty: 5140.266602
	Iteration 30Q: 3 clusters Score -3985945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3985955.500000 Penalty: 5140.266602
	Iteration 31Q: 3 clusters Score -3985956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3985963.500000 Penalty: 5140.266602
	Iteration 32Q: 3 clusters Score -3985964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3985966.750000 Penalty: 5140.266602
	Iteration 33Q: 3 clusters Score -3985967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3985974.500000 Penalty: 5140.266602
	Iteration 34Q: 3 clusters Score -3985974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3985973.000000 Penalty: 5140.266602
	Iteration 35Q: 3 clusters Score -3985973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3985969.250000 Penalty: 5140.266602
	Iteration 36Q: 3 clusters Score -3985969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3985977.250000 Penalty: 5140.266602
	Iteration 37Q: 3 clusters Score -3985977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3985982.000000 Penalty: 5140.266602
	Iteration 38Q: 3 clusters Score -3985982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3985981.500000 Penalty: 5140.266602
	Iteration 39Q: 3 clusters Score -3985982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3985982.250000 Penalty: 5140.266602
	Iteration 40F: 3 clusters Score -3985982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3985982.250000 Penalty: 5140.266602
	Iteration 41Q: 3 clusters Score -3985982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3985983.000000 Penalty: 5140.266602
	Iteration 42Q: 3 clusters Score -3985983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3985979.750000 Penalty: 5140.266602
	Iteration 43Q: 3 clusters Score -3985980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3985980.500000 Penalty: 5140.266602
	Iteration 44Q: 3 clusters Score -3985980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3985980.500000 Penalty: 5140.266602
	Iteration 45F: 3 clusters Score -3985980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Entering Unmasked Estep 
Score: -7068057.000000 Penalty: 2703.706055
	Iteration 0F: 2 clusters Score -7068057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -7031455.500000 Penalty: 5407.412109
	Iteration 0F: 3 clusters Score -7031456 nChanged 25140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -7045752.000000 Penalty: 5407.412109
	Iteration 1F: 3 clusters Score -7045752 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -7046355.000000 Penalty: 5407.412109
	Iteration 2Q: 3 clusters Score -7046355 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -7047103.500000 Penalty: 5407.412109
	Iteration 3Q: 3 clusters Score -7047104 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -7048095.500000 Penalty: 5407.412109
	Iteration 4Q: 3 clusters Score -7048096 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -7049455.500000 Penalty: 5407.412109
	Iteration 5F: 3 clusters Score -7049456 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -7051484.500000 Penalty: 5407.412109
	Iteration 6F: 3 clusters Score -7051484 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -7054048.000000 Penalty: 5407.412109
	Iteration 7F: 3 clusters Score -7054048 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -7056932.500000 Penalty: 5407.412109
	Iteration 8F: 3 clusters Score -7056932 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -7059537.500000 Penalty: 5407.412109
	Iteration 9F: 3 clusters Score -7059538 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -7061589.500000 Penalty: 5407.412109
	Iteration 10F: 3 clusters Score -7061590 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -7063077.000000 Penalty: 5407.412109
	Iteration 11Q: 3 clusters Score -7063077 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -7064081.000000 Penalty: 5407.412109
	Iteration 12Q: 3 clusters Score -7064081 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7064729.500000 Penalty: 5407.412109
	Iteration 13Q: 3 clusters Score -7064730 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7065204.000000 Penalty: 5407.412109
	Iteration 14Q: 3 clusters Score -7065204 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7065437.000000 Penalty: 5407.412109
	Iteration 15Q: 3 clusters Score -7065437 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7065619.000000 Penalty: 5407.412109
	Iteration 16Q: 3 clusters Score -7065619 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7065698.500000 Penalty: 5407.412109
	Iteration 17Q: 3 clusters Score -7065698 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7065748.500000 Penalty: 5407.412109
	Iteration 18Q: 3 clusters Score -7065748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7065784.000000 Penalty: 5407.412109
	Iteration 19Q: 3 clusters Score -7065784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7065812.000000 Penalty: 5407.412109
	Iteration 20F: 3 clusters Score -7065812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7065837.500000 Penalty: 5407.412109
	Iteration 21Q: 3 clusters Score -7065838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7065861.000000 Penalty: 5407.412109
	Iteration 22Q: 3 clusters Score -7065861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7065866.000000 Penalty: 5407.412109
	Iteration 23Q: 3 clusters Score -7065866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7065887.000000 Penalty: 5407.412109
	Iteration 24Q: 3 clusters Score -7065887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7065905.000000 Penalty: 5407.412109
	Iteration 25Q: 3 clusters Score -7065905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7065905.000000 Penalty: 5407.412109
	Iteration 26Q: 3 clusters Score -7065905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7065901.500000 Penalty: 5407.412109
	Iteration 27Q: 3 clusters Score -7065902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7065912.500000 Penalty: 5407.412109
	Iteration 28Q: 3 clusters Score -7065912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7065911.500000 Penalty: 5407.412109
	Iteration 29Q: 3 clusters Score -7065912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7065914.000000 Penalty: 5407.412109
	Iteration 30Q: 3 clusters Score -7065914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7065915.000000 Penalty: 5407.412109
	Iteration 31Q: 3 clusters Score -7065915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7065915.000000 Penalty: 5407.412109
	Iteration 32F: 3 clusters Score -7065915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (285084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285084 members 
Entering Unmasked Estep 
Score: -36777168.000000 Penalty: 3115.013672
	Iteration 0F: 2 clusters Score -3.677717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142436 members 
Mstep: Class 2 contains 142648 members 
Entering Unmasked Estep 
Score: -36603720.000000 Penalty: 6230.027344
	Iteration 0F: 3 clusters Score -3.660372e+07 nChanged 138203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141049 members 
Mstep: Class 2 contains 144035 members 
Entering Unmasked Estep 
Score: -36684232.000000 Penalty: 6230.027344
	Iteration 1F: 3 clusters Score -3.668423e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140474 members 
Mstep: Class 2 contains 144610 members 
Entering Unmasked Estep 
Score: -36684964.000000 Penalty: 6230.027344
	Iteration 2Q: 3 clusters Score -3.668496e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139378 members 
Mstep: Class 2 contains 145706 members 
Entering Unmasked Estep 
Score: -36685840.000000 Penalty: 6230.027344
	Iteration 3Q: 3 clusters Score -3.668584e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137580 members 
Mstep: Class 2 contains 147504 members 
Entering Unmasked Estep 
Score: -36686796.000000 Penalty: 6230.027344
	Iteration 4Q: 3 clusters Score -3.66868e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134564 members 
Mstep: Class 2 contains 150520 members 
Entering Unmasked Estep 
Score: -36687752.000000 Penalty: 6230.027344
	Iteration 5Q: 3 clusters Score -3.668775e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129813 members 
Mstep: Class 2 contains 155271 members 
Entering Unmasked Estep 
Score: -36689560.000000 Penalty: 6230.027344
	Iteration 6Q: 3 clusters Score -3.668956e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122420 members 
Mstep: Class 2 contains 162664 members 
Entering Unmasked Estep 
Score: -36692000.000000 Penalty: 6230.027344
	Iteration 7Q: 3 clusters Score -3.6692e+07 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111315 members 
Mstep: Class 2 contains 173769 members 
Entering Unmasked Estep 
Score: -36696996.000000 Penalty: 6230.027344
	Iteration 8Q: 3 clusters Score -3.6697e+07 nChanged 16600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 189917 members 
Entering Unmasked Estep 
Score: -36705856.000000 Penalty: 6230.027344
	Iteration 9F: 3 clusters Score -3.670586e+07 nChanged 21299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74120 members 
Mstep: Class 2 contains 210964 members 
Entering Unmasked Estep 
Score: -36720088.000000 Penalty: 6230.027344
	Iteration 10F: 3 clusters Score -3.672009e+07 nChanged 22779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 233557 members 
Entering Unmasked Estep 
Score: -36738484.000000 Penalty: 6230.027344
	Iteration 11F: 3 clusters Score -3.673848e+07 nChanged 19695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 253158 members 
Entering Unmasked Estep 
Score: -36751976.000000 Penalty: 6230.027344
	Iteration 12F: 3 clusters Score -3.675198e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 266620 members 
Entering Unmasked Estep 
Score: -36761268.000000 Penalty: 6230.027344
	Iteration 13Q: 3 clusters Score -3.676127e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 274781 members 
Entering Unmasked Estep 
Score: -36766484.000000 Penalty: 6230.027344
	Iteration 14Q: 3 clusters Score -3.676648e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 279360 members 
Entering Unmasked Estep 
Score: -36769692.000000 Penalty: 6230.027344
	Iteration 15Q: 3 clusters Score -3.676969e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 281724 members 
Entering Unmasked Estep 
Score: -36771572.000000 Penalty: 6230.027344
	Iteration 16Q: 3 clusters Score -3.677157e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 283019 members 
Entering Unmasked Estep 
Score: -36772860.000000 Penalty: 6230.027344
	Iteration 17Q: 3 clusters Score -3.677286e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 283680 members 
Entering Unmasked Estep 
Score: -36773324.000000 Penalty: 6230.027344
	Iteration 18Q: 3 clusters Score -3.677332e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 284006 members 
Entering Unmasked Estep 
Score: -36773636.000000 Penalty: 6230.027344
	Iteration 19Q: 3 clusters Score -3.677364e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 284183 members 
Entering Unmasked Estep 
Score: -36773800.000000 Penalty: 6230.027344
	Iteration 20F: 3 clusters Score -3.67738e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 284290 members 
Entering Unmasked Estep 
Score: -36773976.000000 Penalty: 6230.027344
	Iteration 21Q: 3 clusters Score -3.677398e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 284341 members 
Entering Unmasked Estep 
Score: -36774008.000000 Penalty: 6230.027344
	Iteration 22Q: 3 clusters Score -3.677401e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 284385 members 
Entering Unmasked Estep 
Score: -36774080.000000 Penalty: 6230.027344
	Iteration 23Q: 3 clusters Score -3.677408e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 284411 members 
Entering Unmasked Estep 
Score: -36774112.000000 Penalty: 6230.027344
	Iteration 24Q: 3 clusters Score -3.677411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 284429 members 
Entering Unmasked Estep 
Score: -36774140.000000 Penalty: 6230.027344
	Iteration 25Q: 3 clusters Score -3.677414e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 284447 members 
Entering Unmasked Estep 
Score: -36774160.000000 Penalty: 6230.027344
	Iteration 26Q: 3 clusters Score -3.677416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 284462 members 
Entering Unmasked Estep 
Score: -36774148.000000 Penalty: 6230.027344
	Iteration 27Q: 3 clusters Score -3.677415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 284474 members 
Entering Unmasked Estep 
Score: -36774196.000000 Penalty: 6230.027344
	Iteration 28Q: 3 clusters Score -3.67742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 284483 members 
Entering Unmasked Estep 
Score: -36774184.000000 Penalty: 6230.027344
	Iteration 29Q: 3 clusters Score -3.677418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 284486 members 
Entering Unmasked Estep 
Score: -36774184.000000 Penalty: 6230.027344
	Iteration 30Q: 3 clusters Score -3.677418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 284487 members 
Entering Unmasked Estep 
Score: -36774192.000000 Penalty: 6230.027344
	Iteration 31Q: 3 clusters Score -3.677419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 284487 members 
Entering Unmasked Estep 
Score: -36774192.000000 Penalty: 6230.027344
	Iteration 32F: 3 clusters Score -3.677419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Entering Unmasked Estep 
Score: -5475891.500000 Penalty: 2646.902344
	Iteration 0F: 2 clusters Score -5475892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -5446665.500000 Penalty: 5293.804688
	Iteration 0F: 3 clusters Score -5446666 nChanged 19885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -5457485.000000 Penalty: 5293.804688
	Iteration 1F: 3 clusters Score -5457485 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5457982.000000 Penalty: 5293.804688
	Iteration 2Q: 3 clusters Score -5457982 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -5458432.000000 Penalty: 5293.804688
	Iteration 3Q: 3 clusters Score -5458432 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -5458857.500000 Penalty: 5293.804688
	Iteration 4Q: 3 clusters Score -5458858 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -5459295.000000 Penalty: 5293.804688
	Iteration 5Q: 3 clusters Score -5459295 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -5459807.000000 Penalty: 5293.804688
	Iteration 6Q: 3 clusters Score -5459807 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -5460367.000000 Penalty: 5293.804688
	Iteration 7Q: 3 clusters Score -5460367 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -5461239.000000 Penalty: 5293.804688
	Iteration 8Q: 3 clusters Score -5461239 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -5462497.500000 Penalty: 5293.804688
	Iteration 9F: 3 clusters Score -5462498 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -5464038.000000 Penalty: 5293.804688
	Iteration 10F: 3 clusters Score -5464038 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -5465884.000000 Penalty: 5293.804688
	Iteration 11F: 3 clusters Score -5465884 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -5467831.000000 Penalty: 5293.804688
	Iteration 12F: 3 clusters Score -5467831 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -5469666.500000 Penalty: 5293.804688
	Iteration 13Q: 3 clusters Score -5469666 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -5471222.500000 Penalty: 5293.804688
	Iteration 14Q: 3 clusters Score -5471222 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -5472179.000000 Penalty: 5293.804688
	Iteration 15Q: 3 clusters Score -5472179 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -5472686.500000 Penalty: 5293.804688
	Iteration 16Q: 3 clusters Score -5472686 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -5473007.500000 Penalty: 5293.804688
	Iteration 17Q: 3 clusters Score -5473008 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5473187.500000 Penalty: 5293.804688
	Iteration 18Q: 3 clusters Score -5473188 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -5473297.500000 Penalty: 5293.804688
	Iteration 19Q: 3 clusters Score -5473298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -5473366.000000 Penalty: 5293.804688
	Iteration 20F: 3 clusters Score -5473366 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -5473418.500000 Penalty: 5293.804688
	Iteration 21Q: 3 clusters Score -5473418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -5473464.000000 Penalty: 5293.804688
	Iteration 22Q: 3 clusters Score -5473464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -5473492.000000 Penalty: 5293.804688
	Iteration 23Q: 3 clusters Score -5473492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -5473511.000000 Penalty: 5293.804688
	Iteration 24Q: 3 clusters Score -5473511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -5473534.500000 Penalty: 5293.804688
	Iteration 25Q: 3 clusters Score -5473534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -5473536.500000 Penalty: 5293.804688
	Iteration 26Q: 3 clusters Score -5473536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -5473541.500000 Penalty: 5293.804688
	Iteration 27Q: 3 clusters Score -5473542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -5473552.000000 Penalty: 5293.804688
	Iteration 28Q: 3 clusters Score -5473552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5473553.000000 Penalty: 5293.804688
	Iteration 29Q: 3 clusters Score -5473553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -5473556.500000 Penalty: 5293.804688
	Iteration 30Q: 3 clusters Score -5473556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5473563.500000 Penalty: 5293.804688
	Iteration 31Q: 3 clusters Score -5473564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -5473566.500000 Penalty: 5293.804688
	Iteration 32Q: 3 clusters Score -5473566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -5473574.000000 Penalty: 5293.804688
	Iteration 33Q: 3 clusters Score -5473574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -5473572.000000 Penalty: 5293.804688
	Iteration 34Q: 3 clusters Score -5473572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -5473580.500000 Penalty: 5293.804688
	Iteration 35Q: 3 clusters Score -5473580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -5473579.000000 Penalty: 5293.804688
	Iteration 36Q: 3 clusters Score -5473579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -5473584.000000 Penalty: 5293.804688
	Iteration 37Q: 3 clusters Score -5473584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -5473582.000000 Penalty: 5293.804688
	Iteration 38Q: 3 clusters Score -5473582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -5473584.500000 Penalty: 5293.804688
	Iteration 39Q: 3 clusters Score -5473584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -5473585.500000 Penalty: 5293.804688
	Iteration 40F: 3 clusters Score -5473586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Entering Unmasked Estep 
Score: -5672356.500000 Penalty: 2665.051270
	Iteration 0F: 2 clusters Score -5672356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -5641079.500000 Penalty: 5330.102539
	Iteration 0F: 3 clusters Score -5641080 nChanged 21355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -5652924.000000 Penalty: 5330.102539
	Iteration 1F: 3 clusters Score -5652924 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -5653715.000000 Penalty: 5330.102539
	Iteration 2Q: 3 clusters Score -5653715 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -5654451.000000 Penalty: 5330.102539
	Iteration 3Q: 3 clusters Score -5654451 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -5655327.500000 Penalty: 5330.102539
	Iteration 4Q: 3 clusters Score -5655328 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -5656312.500000 Penalty: 5330.102539
	Iteration 5Q: 3 clusters Score -5656312 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -5657430.500000 Penalty: 5330.102539
	Iteration 6Q: 3 clusters Score -5657430 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -5658744.000000 Penalty: 5330.102539
	Iteration 7F: 3 clusters Score -5658744 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -5660218.500000 Penalty: 5330.102539
	Iteration 8F: 3 clusters Score -5660218 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -5661680.500000 Penalty: 5330.102539
	Iteration 9F: 3 clusters Score -5661680 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -5663103.500000 Penalty: 5330.102539
	Iteration 10Q: 3 clusters Score -5663104 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -5664413.500000 Penalty: 5330.102539
	Iteration 11Q: 3 clusters Score -5664414 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -5665491.500000 Penalty: 5330.102539
	Iteration 12Q: 3 clusters Score -5665492 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -5666155.500000 Penalty: 5330.102539
	Iteration 13Q: 3 clusters Score -5666156 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -5666676.500000 Penalty: 5330.102539
	Iteration 14Q: 3 clusters Score -5666676 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -5667040.500000 Penalty: 5330.102539
	Iteration 15Q: 3 clusters Score -5667040 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -5667324.500000 Penalty: 5330.102539
	Iteration 16Q: 3 clusters Score -5667324 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -5667603.000000 Penalty: 5330.102539
	Iteration 17Q: 3 clusters Score -5667603 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -5667845.500000 Penalty: 5330.102539
	Iteration 18Q: 3 clusters Score -5667846 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -5668127.000000 Penalty: 5330.102539
	Iteration 19Q: 3 clusters Score -5668127 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -5668331.000000 Penalty: 5330.102539
	Iteration 20F: 3 clusters Score -5668331 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -5668545.500000 Penalty: 5330.102539
	Iteration 21Q: 3 clusters Score -5668546 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -5668716.000000 Penalty: 5330.102539
	Iteration 22Q: 3 clusters Score -5668716 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -5668874.500000 Penalty: 5330.102539
	Iteration 23Q: 3 clusters Score -5668874 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -5668995.000000 Penalty: 5330.102539
	Iteration 24Q: 3 clusters Score -5668995 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -5669077.500000 Penalty: 5330.102539
	Iteration 25Q: 3 clusters Score -5669078 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -5669173.500000 Penalty: 5330.102539
	Iteration 26Q: 3 clusters Score -5669174 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -5669259.000000 Penalty: 5330.102539
	Iteration 27Q: 3 clusters Score -5669259 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -5669325.500000 Penalty: 5330.102539
	Iteration 28Q: 3 clusters Score -5669326 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -5669400.500000 Penalty: 5330.102539
	Iteration 29Q: 3 clusters Score -5669400 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -5669473.000000 Penalty: 5330.102539
	Iteration 30Q: 3 clusters Score -5669473 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -5669517.000000 Penalty: 5330.102539
	Iteration 31Q: 3 clusters Score -5669517 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -5669561.500000 Penalty: 5330.102539
	Iteration 32Q: 3 clusters Score -5669562 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -5669605.500000 Penalty: 5330.102539
	Iteration 33Q: 3 clusters Score -5669606 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -5669645.500000 Penalty: 5330.102539
	Iteration 34Q: 3 clusters Score -5669646 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -5669672.000000 Penalty: 5330.102539
	Iteration 35Q: 3 clusters Score -5669672 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -5669715.500000 Penalty: 5330.102539
	Iteration 36Q: 3 clusters Score -5669716 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5669757.000000 Penalty: 5330.102539
	Iteration 37Q: 3 clusters Score -5669757 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5669797.000000 Penalty: 5330.102539
	Iteration 38Q: 3 clusters Score -5669797 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -5669835.000000 Penalty: 5330.102539
	Iteration 39Q: 3 clusters Score -5669835 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -5669881.000000 Penalty: 5330.102539
	Iteration 40F: 3 clusters Score -5669881 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -5669914.500000 Penalty: 5330.102539
	Iteration 41Q: 3 clusters Score -5669914 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -5669967.500000 Penalty: 5330.102539
	Iteration 42Q: 3 clusters Score -5669968 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -5670003.500000 Penalty: 5330.102539
	Iteration 43Q: 3 clusters Score -5670004 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -5670055.500000 Penalty: 5330.102539
	Iteration 44Q: 3 clusters Score -5670056 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -5670094.000000 Penalty: 5330.102539
	Iteration 45Q: 3 clusters Score -5670094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -5670160.000000 Penalty: 5330.102539
	Iteration 46Q: 3 clusters Score -5670160 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -5670223.500000 Penalty: 5330.102539
	Iteration 47Q: 3 clusters Score -5670224 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -5670243.500000 Penalty: 5330.102539
	Iteration 48Q: 3 clusters Score -5670244 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -5670278.500000 Penalty: 5330.102539
	Iteration 49Q: 3 clusters Score -5670278 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -5670291.000000 Penalty: 5330.102539
	Iteration 50Q: 3 clusters Score -5670291 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5670339.500000 Penalty: 5330.102539
	Iteration 51Q: 3 clusters Score -5670340 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -5670371.000000 Penalty: 5330.102539
	Iteration 52Q: 3 clusters Score -5670371 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5670413.000000 Penalty: 5330.102539
	Iteration 53Q: 3 clusters Score -5670413 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -5670445.500000 Penalty: 5330.102539
	Iteration 54Q: 3 clusters Score -5670446 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5670486.500000 Penalty: 5330.102539
	Iteration 55Q: 3 clusters Score -5670486 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -5670524.500000 Penalty: 5330.102539
	Iteration 56Q: 3 clusters Score -5670524 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5670550.000000 Penalty: 5330.102539
	Iteration 57Q: 3 clusters Score -5670550 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -5670574.000000 Penalty: 5330.102539
	Iteration 58Q: 3 clusters Score -5670574 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5670606.500000 Penalty: 5330.102539
	Iteration 59Q: 3 clusters Score -5670606 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -5670633.500000 Penalty: 5330.102539
	Iteration 60F: 3 clusters Score -5670634 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -5670663.500000 Penalty: 5330.102539
	Iteration 61Q: 3 clusters Score -5670664 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -5670680.000000 Penalty: 5330.102539
	Iteration 62Q: 3 clusters Score -5670680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -5670694.000000 Penalty: 5330.102539
	Iteration 63Q: 3 clusters Score -5670694 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -5670733.000000 Penalty: 5330.102539
	Iteration 64Q: 3 clusters Score -5670733 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -5670775.000000 Penalty: 5330.102539
	Iteration 65Q: 3 clusters Score -5670775 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -5670799.000000 Penalty: 5330.102539
	Iteration 66Q: 3 clusters Score -5670799 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -5670822.500000 Penalty: 5330.102539
	Iteration 67Q: 3 clusters Score -5670822 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -5670834.500000 Penalty: 5330.102539
	Iteration 68Q: 3 clusters Score -5670834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -5670861.000000 Penalty: 5330.102539
	Iteration 69Q: 3 clusters Score -5670861 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -5670892.500000 Penalty: 5330.102539
	Iteration 70Q: 3 clusters Score -5670892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -5670901.500000 Penalty: 5330.102539
	Iteration 71Q: 3 clusters Score -5670902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5670912.500000 Penalty: 5330.102539
	Iteration 72Q: 3 clusters Score -5670912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -5670934.000000 Penalty: 5330.102539
	Iteration 73Q: 3 clusters Score -5670934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -5670940.500000 Penalty: 5330.102539
	Iteration 74Q: 3 clusters Score -5670940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -5670949.500000 Penalty: 5330.102539
	Iteration 75Q: 3 clusters Score -5670950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -5670962.500000 Penalty: 5330.102539
	Iteration 76Q: 3 clusters Score -5670962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -5670968.000000 Penalty: 5330.102539
	Iteration 77Q: 3 clusters Score -5670968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -5670981.000000 Penalty: 5330.102539
	Iteration 78Q: 3 clusters Score -5670981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -5670981.500000 Penalty: 5330.102539
	Iteration 79Q: 3 clusters Score -5670982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -5670989.000000 Penalty: 5330.102539
	Iteration 80F: 3 clusters Score -5670989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -5670997.000000 Penalty: 5330.102539
	Iteration 81Q: 3 clusters Score -5670997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5670991.500000 Penalty: 5330.102539
	Iteration 82Q: 3 clusters Score -5670992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -5671007.500000 Penalty: 5330.102539
	Iteration 83Q: 3 clusters Score -5671008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -5671008.000000 Penalty: 5330.102539
	Iteration 84Q: 3 clusters Score -5671008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -5671017.000000 Penalty: 5330.102539
	Iteration 85Q: 3 clusters Score -5671017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -5671008.000000 Penalty: 5330.102539
	Iteration 86Q: 3 clusters Score -5671008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -5671010.500000 Penalty: 5330.102539
	Iteration 87Q: 3 clusters Score -5671010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -5671012.500000 Penalty: 5330.102539
	Iteration 88Q: 3 clusters Score -5671012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -5671022.500000 Penalty: 5330.102539
	Iteration 89Q: 3 clusters Score -5671022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5671027.500000 Penalty: 5330.102539
	Iteration 90Q: 3 clusters Score -5671028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -5671027.000000 Penalty: 5330.102539
	Iteration 91Q: 3 clusters Score -5671027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -5671024.500000 Penalty: 5330.102539
	Iteration 92Q: 3 clusters Score -5671024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -5671019.000000 Penalty: 5330.102539
	Iteration 93Q: 3 clusters Score -5671019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -5671022.000000 Penalty: 5330.102539
	Iteration 94Q: 3 clusters Score -5671022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -5671019.500000 Penalty: 5330.102539
	Iteration 95Q: 3 clusters Score -5671020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -5671022.500000 Penalty: 5330.102539
	Iteration 96Q: 3 clusters Score -5671022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -5671019.500000 Penalty: 5330.102539
	Iteration 97Q: 3 clusters Score -5671020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -5671016.500000 Penalty: 5330.102539
	Iteration 98Q: 3 clusters Score -5671016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -5671019.000000 Penalty: 5330.102539
	Iteration 99Q: 3 clusters Score -5671019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -5671019.000000 Penalty: 5330.102539
	Iteration 100F: 3 clusters Score -5671019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -313990.843750 Penalty: 1958.437256
	Iteration 0F: 2 clusters Score -313990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -310957.531250 Penalty: 3916.874512
	Iteration 0F: 3 clusters Score -310957.5 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -311755.406250 Penalty: 3916.874512
	Iteration 1F: 3 clusters Score -311755.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -312036.437500 Penalty: 3916.874512
	Iteration 2F: 3 clusters Score -312036.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -312228.250000 Penalty: 3916.874512
	Iteration 3F: 3 clusters Score -312228.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -312392.843750 Penalty: 3916.874512
	Iteration 4F: 3 clusters Score -312392.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -312528.062500 Penalty: 3916.874512
	Iteration 5Q: 3 clusters Score -312528.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -312632.687500 Penalty: 3916.874512
	Iteration 6Q: 3 clusters Score -312632.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -312737.406250 Penalty: 3916.874512
	Iteration 7Q: 3 clusters Score -312737.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -312847.593750 Penalty: 3916.874512
	Iteration 8Q: 3 clusters Score -312847.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -312942.250000 Penalty: 3916.874512
	Iteration 9Q: 3 clusters Score -312942.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -313042.062500 Penalty: 3916.874512
	Iteration 10Q: 3 clusters Score -313042.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -313142.187500 Penalty: 3916.874512
	Iteration 11Q: 3 clusters Score -313142.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -313223.968750 Penalty: 3916.874512
	Iteration 12Q: 3 clusters Score -313224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -313294.031250 Penalty: 3916.874512
	Iteration 13Q: 3 clusters Score -313294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -313347.093750 Penalty: 3916.874512
	Iteration 14Q: 3 clusters Score -313347.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -313418.812500 Penalty: 3916.874512
	Iteration 15Q: 3 clusters Score -313418.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -313487.843750 Penalty: 3916.874512
	Iteration 16Q: 3 clusters Score -313487.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -313519.125000 Penalty: 3916.874512
	Iteration 17Q: 3 clusters Score -313519.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -313539.312500 Penalty: 3916.874512
	Iteration 18Q: 3 clusters Score -313539.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -313554.125000 Penalty: 3916.874512
	Iteration 19Q: 3 clusters Score -313554.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -313566.937500 Penalty: 3916.874512
	Iteration 20F: 3 clusters Score -313566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -313581.781250 Penalty: 3916.874512
	Iteration 21Q: 3 clusters Score -313581.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -313601.531250 Penalty: 3916.874512
	Iteration 22Q: 3 clusters Score -313601.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -313614.906250 Penalty: 3916.874512
	Iteration 23Q: 3 clusters Score -313614.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -313618.156250 Penalty: 3916.874512
	Iteration 24Q: 3 clusters Score -313618.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -313621.656250 Penalty: 3916.874512
	Iteration 25Q: 3 clusters Score -313621.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -313623.937500 Penalty: 3916.874512
	Iteration 26Q: 3 clusters Score -313623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -313625.968750 Penalty: 3916.874512
	Iteration 27Q: 3 clusters Score -313626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -313629.656250 Penalty: 3916.874512
	Iteration 28Q: 3 clusters Score -313629.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -313630.281250 Penalty: 3916.874512
	Iteration 29Q: 3 clusters Score -313630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -313630.937500 Penalty: 3916.874512
	Iteration 30Q: 3 clusters Score -313630.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -313630.812500 Penalty: 3916.874512
	Iteration 31Q: 3 clusters Score -313630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -313632.031250 Penalty: 3916.874512
	Iteration 32Q: 3 clusters Score -313632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -313632.656250 Penalty: 3916.874512
	Iteration 33Q: 3 clusters Score -313632.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -313633.843750 Penalty: 3916.874512
	Iteration 34Q: 3 clusters Score -313633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -313635.531250 Penalty: 3916.874512
	Iteration 35Q: 3 clusters Score -313635.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -313635.812500 Penalty: 3916.874512
	Iteration 36Q: 3 clusters Score -313635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -313635.812500 Penalty: 3916.874512
	Iteration 37F: 3 clusters Score -313635.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Entering Unmasked Estep 
Score: -13647641.000000 Penalty: 2873.387695
	Iteration 0F: 2 clusters Score -1.364764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -13576073.000000 Penalty: 5746.775391
	Iteration 0F: 3 clusters Score -1.357607e+07 nChanged 50864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -13605350.000000 Penalty: 5746.775391
	Iteration 1F: 3 clusters Score -1.360535e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -13607108.000000 Penalty: 5746.775391
	Iteration 2Q: 3 clusters Score -1.360711e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -13609787.000000 Penalty: 5746.775391
	Iteration 3F: 3 clusters Score -1.360979e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -13613810.000000 Penalty: 5746.775391
	Iteration 4F: 3 clusters Score -1.361381e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75257 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -13619159.000000 Penalty: 5746.775391
	Iteration 5F: 3 clusters Score -1.361916e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -13625099.000000 Penalty: 5746.775391
	Iteration 6F: 3 clusters Score -1.36251e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -13630747.000000 Penalty: 5746.775391
	Iteration 7F: 3 clusters Score -1.363075e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94909 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -13635683.000000 Penalty: 5746.775391
	Iteration 8F: 3 clusters Score -1.363568e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99307 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -13639766.000000 Penalty: 5746.775391
	Iteration 9Q: 3 clusters Score -1.363977e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -13642444.000000 Penalty: 5746.775391
	Iteration 10Q: 3 clusters Score -1.364244e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -13644054.000000 Penalty: 5746.775391
	Iteration 11Q: 3 clusters Score -1.364405e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104416 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -13644931.000000 Penalty: 5746.775391
	Iteration 12Q: 3 clusters Score -1.364493e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104838 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -13645355.000000 Penalty: 5746.775391
	Iteration 13Q: 3 clusters Score -1.364536e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -13645619.000000 Penalty: 5746.775391
	Iteration 14Q: 3 clusters Score -1.364562e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105321 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -13645759.000000 Penalty: 5746.775391
	Iteration 15Q: 3 clusters Score -1.364576e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105473 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -13645819.000000 Penalty: 5746.775391
	Iteration 16Q: 3 clusters Score -1.364582e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105585 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13645860.000000 Penalty: 5746.775391
	Iteration 17Q: 3 clusters Score -1.364586e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -13645906.000000 Penalty: 5746.775391
	Iteration 18Q: 3 clusters Score -1.364591e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -13645911.000000 Penalty: 5746.775391
	Iteration 19Q: 3 clusters Score -1.364591e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -13645979.000000 Penalty: 5746.775391
	Iteration 20F: 3 clusters Score -1.364598e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -13645978.000000 Penalty: 5746.775391
	Iteration 21Q: 3 clusters Score -1.364598e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105893 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -13646019.000000 Penalty: 5746.775391
	Iteration 22Q: 3 clusters Score -1.364602e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -13646047.000000 Penalty: 5746.775391
	Iteration 23Q: 3 clusters Score -1.364605e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105986 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -13646059.000000 Penalty: 5746.775391
	Iteration 24Q: 3 clusters Score -1.364606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106007 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -13646075.000000 Penalty: 5746.775391
	Iteration 25Q: 3 clusters Score -1.364608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -13646072.000000 Penalty: 5746.775391
	Iteration 26Q: 3 clusters Score -1.364607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106031 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -13646081.000000 Penalty: 5746.775391
	Iteration 27Q: 3 clusters Score -1.364608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -13646079.000000 Penalty: 5746.775391
	Iteration 28Q: 3 clusters Score -1.364608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -13646091.000000 Penalty: 5746.775391
	Iteration 29Q: 3 clusters Score -1.364609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106058 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -13646083.000000 Penalty: 5746.775391
	Iteration 30Q: 3 clusters Score -1.364608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13646077.000000 Penalty: 5746.775391
	Iteration 31Q: 3 clusters Score -1.364608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106070 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -13646075.000000 Penalty: 5746.775391
	Iteration 32Q: 3 clusters Score -1.364608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106070 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -13646075.000000 Penalty: 5746.775391
	Iteration 33F: 3 clusters Score -1.364608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -92828.117188 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -92828.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91080.187500 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -91080.19 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91316.617188 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -91316.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91414.523438 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -91414.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91460.406250 Penalty: 3302.373535
	Iteration 3Q: 3 clusters Score -91460.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91492.968750 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -91492.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91504.875000 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -91504.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91512.359375 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -91512.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91524.476562 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -91524.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91535.070312 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -91535.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91538.203125 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -91538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91541.320312 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -91541.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91544.140625 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -91544.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91545.710938 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -91545.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91550.265625 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -91550.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91558.296875 Penalty: 3302.373535
	Iteration 14Q: 3 clusters Score -91558.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91563.546875 Penalty: 3302.373535
	Iteration 15Q: 3 clusters Score -91563.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91566.781250 Penalty: 3302.373535
	Iteration 16Q: 3 clusters Score -91566.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -91570.679688 Penalty: 3302.373535
	Iteration 17Q: 3 clusters Score -91570.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -91576.031250 Penalty: 3302.373535
	Iteration 18Q: 3 clusters Score -91576.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91578.156250 Penalty: 3302.373535
	Iteration 19Q: 3 clusters Score -91578.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91578.156250 Penalty: 3302.373535
	Iteration 20F: 3 clusters Score -91578.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Entering Unmasked Estep 
Score: -2303430.750000 Penalty: 2449.926025
	Iteration 0F: 2 clusters Score -2303431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2289777.250000 Penalty: 4899.852051
	Iteration 0F: 3 clusters Score -2289777 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2294717.000000 Penalty: 4899.852051
	Iteration 1F: 3 clusters Score -2294717 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2295427.500000 Penalty: 4899.852051
	Iteration 2F: 3 clusters Score -2295428 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2296108.250000 Penalty: 4899.852051
	Iteration 3F: 3 clusters Score -2296108 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2296770.750000 Penalty: 4899.852051
	Iteration 4F: 3 clusters Score -2296771 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2297481.750000 Penalty: 4899.852051
	Iteration 5F: 3 clusters Score -2297482 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2298209.000000 Penalty: 4899.852051
	Iteration 6F: 3 clusters Score -2298209 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2298911.250000 Penalty: 4899.852051
	Iteration 7F: 3 clusters Score -2298911 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2299624.250000 Penalty: 4899.852051
	Iteration 8Q: 3 clusters Score -2299624 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2300240.500000 Penalty: 4899.852051
	Iteration 9Q: 3 clusters Score -2300240 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2300666.750000 Penalty: 4899.852051
	Iteration 10Q: 3 clusters Score -2300667 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2300909.500000 Penalty: 4899.852051
	Iteration 11Q: 3 clusters Score -2300910 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2301105.500000 Penalty: 4899.852051
	Iteration 12Q: 3 clusters Score -2301106 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2301232.500000 Penalty: 4899.852051
	Iteration 13Q: 3 clusters Score -2301232 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2301326.750000 Penalty: 4899.852051
	Iteration 14Q: 3 clusters Score -2301327 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2301419.500000 Penalty: 4899.852051
	Iteration 15Q: 3 clusters Score -2301420 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2301481.750000 Penalty: 4899.852051
	Iteration 16Q: 3 clusters Score -2301482 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2301524.250000 Penalty: 4899.852051
	Iteration 17Q: 3 clusters Score -2301524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2301552.500000 Penalty: 4899.852051
	Iteration 18Q: 3 clusters Score -2301552 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2301585.500000 Penalty: 4899.852051
	Iteration 19Q: 3 clusters Score -2301586 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2301615.750000 Penalty: 4899.852051
	Iteration 20F: 3 clusters Score -2301616 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2301649.250000 Penalty: 4899.852051
	Iteration 21Q: 3 clusters Score -2301649 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2301690.250000 Penalty: 4899.852051
	Iteration 22Q: 3 clusters Score -2301690 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2301714.750000 Penalty: 4899.852051
	Iteration 23Q: 3 clusters Score -2301715 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2301728.000000 Penalty: 4899.852051
	Iteration 24Q: 3 clusters Score -2301728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2301744.250000 Penalty: 4899.852051
	Iteration 25Q: 3 clusters Score -2301744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2301746.500000 Penalty: 4899.852051
	Iteration 26Q: 3 clusters Score -2301746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2301751.500000 Penalty: 4899.852051
	Iteration 27Q: 3 clusters Score -2301752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2301761.250000 Penalty: 4899.852051
	Iteration 28Q: 3 clusters Score -2301761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2301769.500000 Penalty: 4899.852051
	Iteration 29Q: 3 clusters Score -2301770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2301774.000000 Penalty: 4899.852051
	Iteration 30Q: 3 clusters Score -2301774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2301781.500000 Penalty: 4899.852051
	Iteration 31Q: 3 clusters Score -2301782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2301779.250000 Penalty: 4899.852051
	Iteration 32Q: 3 clusters Score -2301779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2301779.250000 Penalty: 4899.852051
	Iteration 33Q: 3 clusters Score -2301779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2301786.500000 Penalty: 4899.852051
	Iteration 34Q: 3 clusters Score -2301786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2301785.000000 Penalty: 4899.852051
	Iteration 35Q: 3 clusters Score -2301785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2301789.000000 Penalty: 4899.852051
	Iteration 36Q: 3 clusters Score -2301789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2301786.000000 Penalty: 4899.852051
	Iteration 37Q: 3 clusters Score -2301786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2301787.000000 Penalty: 4899.852051
	Iteration 38Q: 3 clusters Score -2301787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2301792.750000 Penalty: 4899.852051
	Iteration 39Q: 3 clusters Score -2301793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2301791.000000 Penalty: 4899.852051
	Iteration 40F: 3 clusters Score -2301791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2301802.750000 Penalty: 4899.852051
	Iteration 41Q: 3 clusters Score -2301803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2301804.500000 Penalty: 4899.852051
	Iteration 42Q: 3 clusters Score -2301804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2301805.000000 Penalty: 4899.852051
	Iteration 43Q: 3 clusters Score -2301805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2301805.750000 Penalty: 4899.852051
	Iteration 44Q: 3 clusters Score -2301806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2301810.250000 Penalty: 4899.852051
	Iteration 45Q: 3 clusters Score -2301810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2301815.750000 Penalty: 4899.852051
	Iteration 46Q: 3 clusters Score -2301816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2301818.000000 Penalty: 4899.852051
	Iteration 47Q: 3 clusters Score -2301818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2301817.500000 Penalty: 4899.852051
	Iteration 48Q: 3 clusters Score -2301818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2301815.750000 Penalty: 4899.852051
	Iteration 49Q: 3 clusters Score -2301816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2301817.000000 Penalty: 4899.852051
	Iteration 50Q: 3 clusters Score -2301817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2301816.500000 Penalty: 4899.852051
	Iteration 51Q: 3 clusters Score -2301816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2301817.500000 Penalty: 4899.852051
	Iteration 52Q: 3 clusters Score -2301818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2301815.750000 Penalty: 4899.852051
	Iteration 53Q: 3 clusters Score -2301816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2301815.750000 Penalty: 4899.852051
	Iteration 54F: 3 clusters Score -2301816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Entering Unmasked Estep 
Score: -5165644.000000 Penalty: 2624.487793
	Iteration 0F: 2 clusters Score -5165644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -5138815.500000 Penalty: 5248.975586
	Iteration 0F: 3 clusters Score -5138816 nChanged 18067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -5148732.000000 Penalty: 5248.975586
	Iteration 1F: 3 clusters Score -5148732 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -5149144.000000 Penalty: 5248.975586
	Iteration 2Q: 3 clusters Score -5149144 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -5149495.000000 Penalty: 5248.975586
	Iteration 3Q: 3 clusters Score -5149495 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -5149874.000000 Penalty: 5248.975586
	Iteration 4Q: 3 clusters Score -5149874 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -5150262.500000 Penalty: 5248.975586
	Iteration 5Q: 3 clusters Score -5150262 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -5150766.000000 Penalty: 5248.975586
	Iteration 6Q: 3 clusters Score -5150766 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -5151433.500000 Penalty: 5248.975586
	Iteration 7Q: 3 clusters Score -5151434 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -5152448.500000 Penalty: 5248.975586
	Iteration 8Q: 3 clusters Score -5152448 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -5153851.000000 Penalty: 5248.975586
	Iteration 9F: 3 clusters Score -5153851 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -5155621.500000 Penalty: 5248.975586
	Iteration 10F: 3 clusters Score -5155622 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -5157709.500000 Penalty: 5248.975586
	Iteration 11F: 3 clusters Score -5157710 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -5159614.500000 Penalty: 5248.975586
	Iteration 12F: 3 clusters Score -5159614 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5160953.500000 Penalty: 5248.975586
	Iteration 13Q: 3 clusters Score -5160954 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5161916.000000 Penalty: 5248.975586
	Iteration 14Q: 3 clusters Score -5161916 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5162421.500000 Penalty: 5248.975586
	Iteration 15Q: 3 clusters Score -5162422 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5162743.000000 Penalty: 5248.975586
	Iteration 16Q: 3 clusters Score -5162743 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5162916.000000 Penalty: 5248.975586
	Iteration 17Q: 3 clusters Score -5162916 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5163044.000000 Penalty: 5248.975586
	Iteration 18Q: 3 clusters Score -5163044 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5163130.000000 Penalty: 5248.975586
	Iteration 19Q: 3 clusters Score -5163130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5163171.500000 Penalty: 5248.975586
	Iteration 20F: 3 clusters Score -5163172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5163193.500000 Penalty: 5248.975586
	Iteration 21Q: 3 clusters Score -5163194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5163215.000000 Penalty: 5248.975586
	Iteration 22Q: 3 clusters Score -5163215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5163232.500000 Penalty: 5248.975586
	Iteration 23Q: 3 clusters Score -5163232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5163254.500000 Penalty: 5248.975586
	Iteration 24Q: 3 clusters Score -5163254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5163276.500000 Penalty: 5248.975586
	Iteration 25Q: 3 clusters Score -5163276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5163301.500000 Penalty: 5248.975586
	Iteration 26Q: 3 clusters Score -5163302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5163314.500000 Penalty: 5248.975586
	Iteration 27Q: 3 clusters Score -5163314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5163315.500000 Penalty: 5248.975586
	Iteration 28Q: 3 clusters Score -5163316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5163326.500000 Penalty: 5248.975586
	Iteration 29Q: 3 clusters Score -5163326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5163347.500000 Penalty: 5248.975586
	Iteration 30Q: 3 clusters Score -5163348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5163341.500000 Penalty: 5248.975586
	Iteration 31Q: 3 clusters Score -5163342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5163351.500000 Penalty: 5248.975586
	Iteration 32Q: 3 clusters Score -5163352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5163354.500000 Penalty: 5248.975586
	Iteration 33Q: 3 clusters Score -5163354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5163355.000000 Penalty: 5248.975586
	Iteration 34Q: 3 clusters Score -5163355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5163357.000000 Penalty: 5248.975586
	Iteration 35Q: 3 clusters Score -5163357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5163353.500000 Penalty: 5248.975586
	Iteration 36Q: 3 clusters Score -5163354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5163353.500000 Penalty: 5248.975586
	Iteration 37F: 3 clusters Score -5163354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (135016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135016 members 
Entering Unmasked Estep 
Score: -17498252.000000 Penalty: 2929.660889
	Iteration 0F: 2 clusters Score -1.749825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -17408582.000000 Penalty: 5859.321777
	Iteration 0F: 3 clusters Score -1.740858e+07 nChanged 64570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -17446146.000000 Penalty: 5859.321777
	Iteration 1F: 3 clusters Score -1.744615e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -17447298.000000 Penalty: 5859.321777
	Iteration 2Q: 3 clusters Score -1.74473e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 61848 members 
Entering Unmasked Estep 
Score: -17448768.000000 Penalty: 5859.321777
	Iteration 3Q: 3 clusters Score -1.744877e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -17450922.000000 Penalty: 5859.321777
	Iteration 4Q: 3 clusters Score -1.745092e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -17454066.000000 Penalty: 5859.321777
	Iteration 5Q: 3 clusters Score -1.745407e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -17459064.000000 Penalty: 5859.321777
	Iteration 6F: 3 clusters Score -1.745906e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92308 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -17466218.000000 Penalty: 5859.321777
	Iteration 7F: 3 clusters Score -1.746622e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -17474050.000000 Penalty: 5859.321777
	Iteration 8F: 3 clusters Score -1.747405e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103609 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -17480924.000000 Penalty: 5859.321777
	Iteration 9F: 3 clusters Score -1.748092e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106890 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -17485460.000000 Penalty: 5859.321777
	Iteration 10Q: 3 clusters Score -1.748546e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108935 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -17487980.000000 Penalty: 5859.321777
	Iteration 11Q: 3 clusters Score -1.748798e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110355 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -17489592.000000 Penalty: 5859.321777
	Iteration 12Q: 3 clusters Score -1.748959e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111492 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -17490772.000000 Penalty: 5859.321777
	Iteration 13Q: 3 clusters Score -1.749077e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112338 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -17491670.000000 Penalty: 5859.321777
	Iteration 14Q: 3 clusters Score -1.749167e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112964 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -17492408.000000 Penalty: 5859.321777
	Iteration 15Q: 3 clusters Score -1.749241e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113431 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -17492842.000000 Penalty: 5859.321777
	Iteration 16Q: 3 clusters Score -1.749284e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113745 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -17493112.000000 Penalty: 5859.321777
	Iteration 17Q: 3 clusters Score -1.749311e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113985 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -17493366.000000 Penalty: 5859.321777
	Iteration 18Q: 3 clusters Score -1.749337e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114171 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -17493506.000000 Penalty: 5859.321777
	Iteration 19Q: 3 clusters Score -1.749351e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114303 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -17493624.000000 Penalty: 5859.321777
	Iteration 20F: 3 clusters Score -1.749362e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114432 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -17493702.000000 Penalty: 5859.321777
	Iteration 21Q: 3 clusters Score -1.74937e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114527 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -17493782.000000 Penalty: 5859.321777
	Iteration 22Q: 3 clusters Score -1.749378e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114619 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -17493790.000000 Penalty: 5859.321777
	Iteration 23Q: 3 clusters Score -1.749379e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114692 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -17493790.000000 Penalty: 5859.321777
	Iteration 24Q: 3 clusters Score -1.749379e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114754 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -17493860.000000 Penalty: 5859.321777
	Iteration 25Q: 3 clusters Score -1.749386e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114796 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -17493848.000000 Penalty: 5859.321777
	Iteration 26Q: 3 clusters Score -1.749385e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114827 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -17493878.000000 Penalty: 5859.321777
	Iteration 27Q: 3 clusters Score -1.749388e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114853 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -17493882.000000 Penalty: 5859.321777
	Iteration 28Q: 3 clusters Score -1.749388e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114875 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -17493878.000000 Penalty: 5859.321777
	Iteration 29Q: 3 clusters Score -1.749388e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114888 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -17493888.000000 Penalty: 5859.321777
	Iteration 30Q: 3 clusters Score -1.749389e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114893 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -17493888.000000 Penalty: 5859.321777
	Iteration 31Q: 3 clusters Score -1.749389e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114888 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -17493910.000000 Penalty: 5859.321777
	Iteration 32Q: 3 clusters Score -1.749391e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114901 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -17493916.000000 Penalty: 5859.321777
	Iteration 33Q: 3 clusters Score -1.749392e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114924 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -17493906.000000 Penalty: 5859.321777
	Iteration 34Q: 3 clusters Score -1.749391e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -17493912.000000 Penalty: 5859.321777
	Iteration 35Q: 3 clusters Score -1.749391e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114946 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -17493928.000000 Penalty: 5859.321777
	Iteration 36Q: 3 clusters Score -1.749393e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114947 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -17493924.000000 Penalty: 5859.321777
	Iteration 37Q: 3 clusters Score -1.749392e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114949 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -17493944.000000 Penalty: 5859.321777
	Iteration 38Q: 3 clusters Score -1.749394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114950 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -17493924.000000 Penalty: 5859.321777
	Iteration 39Q: 3 clusters Score -1.749392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114955 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -17493940.000000 Penalty: 5859.321777
	Iteration 40F: 3 clusters Score -1.749394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114966 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -17493922.000000 Penalty: 5859.321777
	Iteration 41Q: 3 clusters Score -1.749392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114976 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -17493904.000000 Penalty: 5859.321777
	Iteration 42Q: 3 clusters Score -1.74939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114988 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -17493904.000000 Penalty: 5859.321777
	Iteration 43Q: 3 clusters Score -1.74939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115001 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -17493894.000000 Penalty: 5859.321777
	Iteration 44Q: 3 clusters Score -1.749389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115014 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -17493898.000000 Penalty: 5859.321777
	Iteration 45Q: 3 clusters Score -1.74939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -17493906.000000 Penalty: 5859.321777
	Iteration 46Q: 3 clusters Score -1.749391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115039 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -17493910.000000 Penalty: 5859.321777
	Iteration 47Q: 3 clusters Score -1.749391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115054 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -17493908.000000 Penalty: 5859.321777
	Iteration 48Q: 3 clusters Score -1.749391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115069 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -17493906.000000 Penalty: 5859.321777
	Iteration 49Q: 3 clusters Score -1.749391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -17493912.000000 Penalty: 5859.321777
	Iteration 50Q: 3 clusters Score -1.749391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115081 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -17493906.000000 Penalty: 5859.321777
	Iteration 51Q: 3 clusters Score -1.749391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115087 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -17493922.000000 Penalty: 5859.321777
	Iteration 52Q: 3 clusters Score -1.749392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115094 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -17493918.000000 Penalty: 5859.321777
	Iteration 53Q: 3 clusters Score -1.749392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115099 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -17493896.000000 Penalty: 5859.321777
	Iteration 54Q: 3 clusters Score -1.74939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115104 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -17493912.000000 Penalty: 5859.321777
	Iteration 55Q: 3 clusters Score -1.749391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115110 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -17493906.000000 Penalty: 5859.321777
	Iteration 56Q: 3 clusters Score -1.749391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115111 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -17493908.000000 Penalty: 5859.321777
	Iteration 57Q: 3 clusters Score -1.749391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115113 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -17493900.000000 Penalty: 5859.321777
	Iteration 58Q: 3 clusters Score -1.74939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115113 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -17493900.000000 Penalty: 5859.321777
	Iteration 59F: 3 clusters Score -1.74939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (125336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125336 members 
Entering Unmasked Estep 
Score: -16038924.000000 Penalty: 2911.210938
	Iteration 0F: 2 clusters Score -1.603892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -15955691.000000 Penalty: 5822.421875
	Iteration 0F: 3 clusters Score -1.595569e+07 nChanged 59545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
Score: -15990267.000000 Penalty: 5822.421875
	Iteration 1F: 3 clusters Score -1.599027e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -15991250.000000 Penalty: 5822.421875
	Iteration 2Q: 3 clusters Score -1.599125e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -15992429.000000 Penalty: 5822.421875
	Iteration 3Q: 3 clusters Score -1.599243e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -15993841.000000 Penalty: 5822.421875
	Iteration 4Q: 3 clusters Score -1.599384e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -15995719.000000 Penalty: 5822.421875
	Iteration 5Q: 3 clusters Score -1.599572e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -15998516.000000 Penalty: 5822.421875
	Iteration 6Q: 3 clusters Score -1.599852e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -16002062.000000 Penalty: 5822.421875
	Iteration 7F: 3 clusters Score -1.600206e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -16006397.000000 Penalty: 5822.421875
	Iteration 8F: 3 clusters Score -1.60064e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81303 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -16011832.000000 Penalty: 5822.421875
	Iteration 9F: 3 clusters Score -1.601183e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -16017420.000000 Penalty: 5822.421875
	Iteration 10F: 3 clusters Score -1.601742e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -16021991.000000 Penalty: 5822.421875
	Iteration 11F: 3 clusters Score -1.602199e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -16025589.000000 Penalty: 5822.421875
	Iteration 12Q: 3 clusters Score -1.602559e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89768 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -16028149.000000 Penalty: 5822.421875
	Iteration 13Q: 3 clusters Score -1.602815e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -16030054.000000 Penalty: 5822.421875
	Iteration 14Q: 3 clusters Score -1.603005e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91172 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -16031394.000000 Penalty: 5822.421875
	Iteration 15Q: 3 clusters Score -1.603139e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91247 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -16032385.000000 Penalty: 5822.421875
	Iteration 16Q: 3 clusters Score -1.603238e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91134 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -16032990.000000 Penalty: 5822.421875
	Iteration 17Q: 3 clusters Score -1.603299e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90888 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -16033504.000000 Penalty: 5822.421875
	Iteration 18Q: 3 clusters Score -1.60335e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90472 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -16033844.000000 Penalty: 5822.421875
	Iteration 19Q: 3 clusters Score -1.603384e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -16034181.000000 Penalty: 5822.421875
	Iteration 20F: 3 clusters Score -1.603418e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89348 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -16034470.000000 Penalty: 5822.421875
	Iteration 21Q: 3 clusters Score -1.603447e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88740 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -16034661.000000 Penalty: 5822.421875
	Iteration 22Q: 3 clusters Score -1.603466e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -16034974.000000 Penalty: 5822.421875
	Iteration 23Q: 3 clusters Score -1.603497e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -16035371.000000 Penalty: 5822.421875
	Iteration 24Q: 3 clusters Score -1.603537e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -16035735.000000 Penalty: 5822.421875
	Iteration 25Q: 3 clusters Score -1.603574e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -16036049.000000 Penalty: 5822.421875
	Iteration 26Q: 3 clusters Score -1.603605e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85122 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -16036389.000000 Penalty: 5822.421875
	Iteration 27Q: 3 clusters Score -1.603639e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -16036737.000000 Penalty: 5822.421875
	Iteration 28Q: 3 clusters Score -1.603674e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83569 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -16037004.000000 Penalty: 5822.421875
	Iteration 29Q: 3 clusters Score -1.6037e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82807 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -16037368.000000 Penalty: 5822.421875
	Iteration 30Q: 3 clusters Score -1.603737e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82124 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -16037591.000000 Penalty: 5822.421875
	Iteration 31Q: 3 clusters Score -1.603759e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -16037820.000000 Penalty: 5822.421875
	Iteration 32Q: 3 clusters Score -1.603782e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -16037962.000000 Penalty: 5822.421875
	Iteration 33Q: 3 clusters Score -1.603796e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -16038124.000000 Penalty: 5822.421875
	Iteration 34Q: 3 clusters Score -1.603812e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -16038299.000000 Penalty: 5822.421875
	Iteration 35Q: 3 clusters Score -1.60383e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -16038382.000000 Penalty: 5822.421875
	Iteration 36Q: 3 clusters Score -1.603838e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80330 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -16038528.000000 Penalty: 5822.421875
	Iteration 37Q: 3 clusters Score -1.603853e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -16038615.000000 Penalty: 5822.421875
	Iteration 38Q: 3 clusters Score -1.603862e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -16038710.000000 Penalty: 5822.421875
	Iteration 39Q: 3 clusters Score -1.603871e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -16038826.000000 Penalty: 5822.421875
	Iteration 40F: 3 clusters Score -1.603883e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -16038970.000000 Penalty: 5822.421875
	Iteration 41Q: 3 clusters Score -1.603897e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -16039060.000000 Penalty: 5822.421875
	Iteration 42Q: 3 clusters Score -1.603906e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -16039134.000000 Penalty: 5822.421875
	Iteration 43Q: 3 clusters Score -1.603913e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -16039157.000000 Penalty: 5822.421875
	Iteration 44Q: 3 clusters Score -1.603916e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -16039220.000000 Penalty: 5822.421875
	Iteration 45Q: 3 clusters Score -1.603922e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -16039282.000000 Penalty: 5822.421875
	Iteration 46Q: 3 clusters Score -1.603928e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81848 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -16039293.000000 Penalty: 5822.421875
	Iteration 47Q: 3 clusters Score -1.603929e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -16039316.000000 Penalty: 5822.421875
	Iteration 48Q: 3 clusters Score -1.603932e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -16039366.000000 Penalty: 5822.421875
	Iteration 49Q: 3 clusters Score -1.603937e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -16039353.000000 Penalty: 5822.421875
	Iteration 50Q: 3 clusters Score -1.603935e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -16039336.000000 Penalty: 5822.421875
	Iteration 51Q: 3 clusters Score -1.603934e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -16039322.000000 Penalty: 5822.421875
	Iteration 52Q: 3 clusters Score -1.603932e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82617 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -16039372.000000 Penalty: 5822.421875
	Iteration 53Q: 3 clusters Score -1.603937e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82698 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -16039380.000000 Penalty: 5822.421875
	Iteration 54Q: 3 clusters Score -1.603938e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -16039360.000000 Penalty: 5822.421875
	Iteration 55Q: 3 clusters Score -1.603936e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -16039368.000000 Penalty: 5822.421875
	Iteration 56Q: 3 clusters Score -1.603937e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82848 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -16039381.000000 Penalty: 5822.421875
	Iteration 57Q: 3 clusters Score -1.603938e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -16039406.000000 Penalty: 5822.421875
	Iteration 58Q: 3 clusters Score -1.603941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -16039400.000000 Penalty: 5822.421875
	Iteration 59Q: 3 clusters Score -1.60394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -16039378.000000 Penalty: 5822.421875
	Iteration 60F: 3 clusters Score -1.603938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -16039391.000000 Penalty: 5822.421875
	Iteration 61Q: 3 clusters Score -1.603939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -16039384.000000 Penalty: 5822.421875
	Iteration 62Q: 3 clusters Score -1.603938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -16039387.000000 Penalty: 5822.421875
	Iteration 63Q: 3 clusters Score -1.603939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -16039390.000000 Penalty: 5822.421875
	Iteration 64Q: 3 clusters Score -1.603939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -16039387.000000 Penalty: 5822.421875
	Iteration 65Q: 3 clusters Score -1.603939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82961 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -16039385.000000 Penalty: 5822.421875
	Iteration 66Q: 3 clusters Score -1.603938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82966 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -16039381.000000 Penalty: 5822.421875
	Iteration 67Q: 3 clusters Score -1.603938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82971 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -16039374.000000 Penalty: 5822.421875
	Iteration 68Q: 3 clusters Score -1.603937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -16039379.000000 Penalty: 5822.421875
	Iteration 69Q: 3 clusters Score -1.603938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -16039380.000000 Penalty: 5822.421875
	Iteration 70Q: 3 clusters Score -1.603938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -16039374.000000 Penalty: 5822.421875
	Iteration 71Q: 3 clusters Score -1.603937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -16039380.000000 Penalty: 5822.421875
	Iteration 72Q: 3 clusters Score -1.603938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -16039388.000000 Penalty: 5822.421875
	Iteration 73Q: 3 clusters Score -1.603939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -16039392.000000 Penalty: 5822.421875
	Iteration 74Q: 3 clusters Score -1.603939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -16039381.000000 Penalty: 5822.421875
	Iteration 75Q: 3 clusters Score -1.603938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -16039394.000000 Penalty: 5822.421875
	Iteration 76Q: 3 clusters Score -1.603939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -16039401.000000 Penalty: 5822.421875
	Iteration 77Q: 3 clusters Score -1.60394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -16039401.000000 Penalty: 5822.421875
	Iteration 78Q: 3 clusters Score -1.60394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -16039419.000000 Penalty: 5822.421875
	Iteration 79Q: 3 clusters Score -1.603942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83068 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -16039412.000000 Penalty: 5822.421875
	Iteration 80F: 3 clusters Score -1.603941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -16039411.000000 Penalty: 5822.421875
	Iteration 81Q: 3 clusters Score -1.603941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -16039408.000000 Penalty: 5822.421875
	Iteration 82Q: 3 clusters Score -1.603941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -16039389.000000 Penalty: 5822.421875
	Iteration 83Q: 3 clusters Score -1.603939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -16039397.000000 Penalty: 5822.421875
	Iteration 84Q: 3 clusters Score -1.60394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -16039405.000000 Penalty: 5822.421875
	Iteration 85Q: 3 clusters Score -1.60394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -16039385.000000 Penalty: 5822.421875
	Iteration 86Q: 3 clusters Score -1.603938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -16039385.000000 Penalty: 5822.421875
	Iteration 87Q: 3 clusters Score -1.603938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -16039394.000000 Penalty: 5822.421875
	Iteration 88Q: 3 clusters Score -1.603939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -16039399.000000 Penalty: 5822.421875
	Iteration 89Q: 3 clusters Score -1.60394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -16039400.000000 Penalty: 5822.421875
	Iteration 90Q: 3 clusters Score -1.60394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -16039404.000000 Penalty: 5822.421875
	Iteration 91Q: 3 clusters Score -1.60394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -16039404.000000 Penalty: 5822.421875
	Iteration 92F: 3 clusters Score -1.60394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 31680 members 
Mstep: Class 3 contains 54287 members 
Mstep: Class 4 contains 285084 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46452 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 107607 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 19511 members 
Mstep: Class 11 contains 39443 members 
Mstep: Class 12 contains 135016 members 
Mstep: Class 13 contains 83133 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100694 members 
Mstep: Class 17 contains 23674 members 
Mstep: Class 18 contains 25588 members 
Mstep: Class 19 contains 68057 members 
Mstep: Class 20 contains 21644 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 3680 members 
Mstep: Class 23 contains 13276 members 
Mstep: Class 24 contains 15658 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 42203 members 
Entering Unmasked Estep 
Score: -157711904.000000 Penalty: 94085.835938
Splitting cluster 13 changes total score from -157713056.000000 to -157711904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Entering Unmasked Estep 
Score: -691116.500000 Penalty: 2140.458008
	Iteration 0F: 2 clusters Score -691116.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -686173.375000 Penalty: 4280.916016
	Iteration 0F: 3 clusters Score -686173.4 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -687396.562500 Penalty: 4280.916016
	Iteration 1F: 3 clusters Score -687396.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -687631.375000 Penalty: 4280.916016
	Iteration 2F: 3 clusters Score -687631.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -687776.062500 Penalty: 4280.916016
	Iteration 3Q: 3 clusters Score -687776.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -687889.625000 Penalty: 4280.916016
	Iteration 4Q: 3 clusters Score -687889.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -687958.437500 Penalty: 4280.916016
	Iteration 5Q: 3 clusters Score -687958.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -688022.500000 Penalty: 4280.916016
	Iteration 6Q: 3 clusters Score -688022.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -688086.312500 Penalty: 4280.916016
	Iteration 7Q: 3 clusters Score -688086.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -688148.000000 Penalty: 4280.916016
	Iteration 8Q: 3 clusters Score -688148 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -688216.375000 Penalty: 4280.916016
	Iteration 9Q: 3 clusters Score -688216.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -688290.187500 Penalty: 4280.916016
	Iteration 10Q: 3 clusters Score -688290.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -688366.625000 Penalty: 4280.916016
	Iteration 11Q: 3 clusters Score -688366.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -688459.875000 Penalty: 4280.916016
	Iteration 12Q: 3 clusters Score -688459.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -688541.625000 Penalty: 4280.916016
	Iteration 13Q: 3 clusters Score -688541.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -688628.437500 Penalty: 4280.916016
	Iteration 14Q: 3 clusters Score -688628.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -688716.000000 Penalty: 4280.916016
	Iteration 15Q: 3 clusters Score -688716 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -688817.187500 Penalty: 4280.916016
	Iteration 16Q: 3 clusters Score -688817.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -688912.312500 Penalty: 4280.916016
	Iteration 17Q: 3 clusters Score -688912.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -688993.750000 Penalty: 4280.916016
	Iteration 18Q: 3 clusters Score -688993.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -689067.437500 Penalty: 4280.916016
	Iteration 19Q: 3 clusters Score -689067.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -689133.687500 Penalty: 4280.916016
	Iteration 20F: 3 clusters Score -689133.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -689192.750000 Penalty: 4280.916016
	Iteration 21Q: 3 clusters Score -689192.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -689251.500000 Penalty: 4280.916016
	Iteration 22Q: 3 clusters Score -689251.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -689295.937500 Penalty: 4280.916016
	Iteration 23Q: 3 clusters Score -689295.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -689329.125000 Penalty: 4280.916016
	Iteration 24Q: 3 clusters Score -689329.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -689355.250000 Penalty: 4280.916016
	Iteration 25Q: 3 clusters Score -689355.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -689376.500000 Penalty: 4280.916016
	Iteration 26Q: 3 clusters Score -689376.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -689394.750000 Penalty: 4280.916016
	Iteration 27Q: 3 clusters Score -689394.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -689405.937500 Penalty: 4280.916016
	Iteration 28Q: 3 clusters Score -689405.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -689410.875000 Penalty: 4280.916016
	Iteration 29Q: 3 clusters Score -689410.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -689415.062500 Penalty: 4280.916016
	Iteration 30Q: 3 clusters Score -689415.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -689422.125000 Penalty: 4280.916016
	Iteration 31Q: 3 clusters Score -689422.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -689425.187500 Penalty: 4280.916016
	Iteration 32Q: 3 clusters Score -689425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -689426.562500 Penalty: 4280.916016
	Iteration 33Q: 3 clusters Score -689426.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -689430.375000 Penalty: 4280.916016
	Iteration 34Q: 3 clusters Score -689430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -689429.687500 Penalty: 4280.916016
	Iteration 35Q: 3 clusters Score -689429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -689429.687500 Penalty: 4280.916016
	Iteration 36F: 3 clusters Score -689429.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -277317.406250 Penalty: 1925.545410
	Iteration 0F: 2 clusters Score -277317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -274519.937500 Penalty: 3851.090820
	Iteration 0F: 3 clusters Score -274519.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -275560.968750 Penalty: 3851.090820
	Iteration 1F: 3 clusters Score -275561 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -276426.562500 Penalty: 3851.090820
	Iteration 2F: 3 clusters Score -276426.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -276996.718750 Penalty: 3851.090820
	Iteration 3F: 3 clusters Score -276996.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -277396.218750 Penalty: 3851.090820
	Iteration 4F: 3 clusters Score -277396.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -277691.781250 Penalty: 3851.090820
	Iteration 5Q: 3 clusters Score -277691.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -278007.812500 Penalty: 3851.090820
	Iteration 6Q: 3 clusters Score -278007.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -278224.906250 Penalty: 3851.090820
	Iteration 7Q: 3 clusters Score -278224.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -278277.968750 Penalty: 3851.090820
	Iteration 8Q: 3 clusters Score -278278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -278289.781250 Penalty: 3851.090820
	Iteration 9Q: 3 clusters Score -278289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -278292.406250 Penalty: 3851.090820
	Iteration 10Q: 3 clusters Score -278292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -278294.031250 Penalty: 3851.090820
	Iteration 11Q: 3 clusters Score -278294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -278294.031250 Penalty: 3851.090820
	Iteration 12F: 3 clusters Score -278294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 31680 members 
Mstep: Class 3 contains 54287 members 
Mstep: Class 4 contains 285084 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46452 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 107607 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 19511 members 
Mstep: Class 11 contains 39443 members 
Mstep: Class 12 contains 135016 members 
Mstep: Class 13 contains 125336 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 867 members 
Mstep: Class 16 contains 100694 members 
Mstep: Class 17 contains 23674 members 
Mstep: Class 18 contains 25588 members 
Mstep: Class 19 contains 68057 members 
Mstep: Class 20 contains 21644 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 3680 members 
Mstep: Class 23 contains 13276 members 
Mstep: Class 24 contains 15658 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 1488 members 
Entering Unmasked Estep 
Score: -157712704.000000 Penalty: 94085.835938
Splitting cluster 15 changes total score from -157713056.000000 to -157712704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (100694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100694 members 
Entering Unmasked Estep 
Score: -12699877.000000 Penalty: 2856.920654
	Iteration 0F: 2 clusters Score -1.269988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -12633040.000000 Penalty: 5713.841309
	Iteration 0F: 3 clusters Score -1.263304e+07 nChanged 47293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -12660076.000000 Penalty: 5713.841309
	Iteration 1F: 3 clusters Score -1.266008e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -12661324.000000 Penalty: 5713.841309
	Iteration 2Q: 3 clusters Score -1.266132e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -12663159.000000 Penalty: 5713.841309
	Iteration 3Q: 3 clusters Score -1.266316e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -12665864.000000 Penalty: 5713.841309
	Iteration 4F: 3 clusters Score -1.266586e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -12669360.000000 Penalty: 5713.841309
	Iteration 5F: 3 clusters Score -1.266936e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -12673754.000000 Penalty: 5713.841309
	Iteration 6F: 3 clusters Score -1.267375e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 76759 members 
Entering Unmasked Estep 
Score: -12678761.000000 Penalty: 5713.841309
	Iteration 7F: 3 clusters Score -1.267876e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -12684024.000000 Penalty: 5713.841309
	Iteration 8F: 3 clusters Score -1.268402e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -12689098.000000 Penalty: 5713.841309
	Iteration 9F: 3 clusters Score -1.26891e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -12692806.000000 Penalty: 5713.841309
	Iteration 10Q: 3 clusters Score -1.269281e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -12695043.000000 Penalty: 5713.841309
	Iteration 11Q: 3 clusters Score -1.269504e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 97208 members 
Entering Unmasked Estep 
Score: -12696302.000000 Penalty: 5713.841309
	Iteration 12Q: 3 clusters Score -1.26963e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
Score: -12697113.000000 Penalty: 5713.841309
	Iteration 13Q: 3 clusters Score -1.269711e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -12697586.000000 Penalty: 5713.841309
	Iteration 14Q: 3 clusters Score -1.269759e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 98699 members 
Entering Unmasked Estep 
Score: -12697779.000000 Penalty: 5713.841309
	Iteration 15Q: 3 clusters Score -1.269778e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -12697856.000000 Penalty: 5713.841309
	Iteration 16Q: 3 clusters Score -1.269786e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 98911 members 
Entering Unmasked Estep 
Score: -12697938.000000 Penalty: 5713.841309
	Iteration 17Q: 3 clusters Score -1.269794e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -12698015.000000 Penalty: 5713.841309
	Iteration 18Q: 3 clusters Score -1.269802e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 99037 members 
Entering Unmasked Estep 
Score: -12698049.000000 Penalty: 5713.841309
	Iteration 19Q: 3 clusters Score -1.269805e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -12698061.000000 Penalty: 5713.841309
	Iteration 20F: 3 clusters Score -1.269806e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 99106 members 
Entering Unmasked Estep 
Score: -12698073.000000 Penalty: 5713.841309
	Iteration 21Q: 3 clusters Score -1.269807e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 99134 members 
Entering Unmasked Estep 
Score: -12698094.000000 Penalty: 5713.841309
	Iteration 22Q: 3 clusters Score -1.269809e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 99165 members 
Entering Unmasked Estep 
Score: -12698105.000000 Penalty: 5713.841309
	Iteration 23Q: 3 clusters Score -1.26981e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -12698125.000000 Penalty: 5713.841309
	Iteration 24Q: 3 clusters Score -1.269812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 99213 members 
Entering Unmasked Estep 
Score: -12698124.000000 Penalty: 5713.841309
	Iteration 25Q: 3 clusters Score -1.269812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -12698145.000000 Penalty: 5713.841309
	Iteration 26Q: 3 clusters Score -1.269814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 99239 members 
Entering Unmasked Estep 
Score: -12698158.000000 Penalty: 5713.841309
	Iteration 27Q: 3 clusters Score -1.269816e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -12698167.000000 Penalty: 5713.841309
	Iteration 28Q: 3 clusters Score -1.269817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 99263 members 
Entering Unmasked Estep 
Score: -12698163.000000 Penalty: 5713.841309
	Iteration 29Q: 3 clusters Score -1.269816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 99272 members 
Entering Unmasked Estep 
Score: -12698164.000000 Penalty: 5713.841309
	Iteration 30Q: 3 clusters Score -1.269816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 99278 members 
Entering Unmasked Estep 
Score: -12698164.000000 Penalty: 5713.841309
	Iteration 31Q: 3 clusters Score -1.269816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 99283 members 
Entering Unmasked Estep 
Score: -12698161.000000 Penalty: 5713.841309
	Iteration 32Q: 3 clusters Score -1.269816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
Score: -12698155.000000 Penalty: 5713.841309
	Iteration 33Q: 3 clusters Score -1.269816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 99297 members 
Entering Unmasked Estep 
Score: -12698156.000000 Penalty: 5713.841309
	Iteration 34Q: 3 clusters Score -1.269816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -12698162.000000 Penalty: 5713.841309
	Iteration 35Q: 3 clusters Score -1.269816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -12698168.000000 Penalty: 5713.841309
	Iteration 36Q: 3 clusters Score -1.269817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -12698182.000000 Penalty: 5713.841309
	Iteration 37Q: 3 clusters Score -1.269818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 99335 members 
Entering Unmasked Estep 
Score: -12698181.000000 Penalty: 5713.841309
	Iteration 38Q: 3 clusters Score -1.269818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -12698186.000000 Penalty: 5713.841309
	Iteration 39Q: 3 clusters Score -1.269819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 99346 members 
Entering Unmasked Estep 
Score: -12698185.000000 Penalty: 5713.841309
	Iteration 40F: 3 clusters Score -1.269818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 99350 members 
Entering Unmasked Estep 
Score: -12698188.000000 Penalty: 5713.841309
	Iteration 41Q: 3 clusters Score -1.269819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 99362 members 
Entering Unmasked Estep 
Score: -12698189.000000 Penalty: 5713.841309
	Iteration 42Q: 3 clusters Score -1.269819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 99370 members 
Entering Unmasked Estep 
Score: -12698195.000000 Penalty: 5713.841309
	Iteration 43Q: 3 clusters Score -1.26982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -12698193.000000 Penalty: 5713.841309
	Iteration 44Q: 3 clusters Score -1.269819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99383 members 
Entering Unmasked Estep 
Score: -12698196.000000 Penalty: 5713.841309
	Iteration 45Q: 3 clusters Score -1.26982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 99391 members 
Entering Unmasked Estep 
Score: -12698202.000000 Penalty: 5713.841309
	Iteration 46Q: 3 clusters Score -1.26982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -12698206.000000 Penalty: 5713.841309
	Iteration 47Q: 3 clusters Score -1.269821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -12698208.000000 Penalty: 5713.841309
	Iteration 48Q: 3 clusters Score -1.269821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 99399 members 
Entering Unmasked Estep 
Score: -12698196.000000 Penalty: 5713.841309
	Iteration 49Q: 3 clusters Score -1.26982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -12698201.000000 Penalty: 5713.841309
	Iteration 50Q: 3 clusters Score -1.26982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -12698188.000000 Penalty: 5713.841309
	Iteration 51Q: 3 clusters Score -1.269819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -12698192.000000 Penalty: 5713.841309
	Iteration 52Q: 3 clusters Score -1.269819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
Score: -12698196.000000 Penalty: 5713.841309
	Iteration 53Q: 3 clusters Score -1.26982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -12698197.000000 Penalty: 5713.841309
	Iteration 54Q: 3 clusters Score -1.26982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 99421 members 
Entering Unmasked Estep 
Score: -12698196.000000 Penalty: 5713.841309
	Iteration 55Q: 3 clusters Score -1.26982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 99425 members 
Entering Unmasked Estep 
Score: -12698202.000000 Penalty: 5713.841309
	Iteration 56Q: 3 clusters Score -1.26982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 99428 members 
Entering Unmasked Estep 
Score: -12698206.000000 Penalty: 5713.841309
	Iteration 57Q: 3 clusters Score -1.269821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 99428 members 
Entering Unmasked Estep 
Score: -12698212.000000 Penalty: 5713.841309
	Iteration 58Q: 3 clusters Score -1.269821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 99429 members 
Entering Unmasked Estep 
Score: -12698213.000000 Penalty: 5713.841309
	Iteration 59Q: 3 clusters Score -1.269821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 99432 members 
Entering Unmasked Estep 
Score: -12698225.000000 Penalty: 5713.841309
	Iteration 60F: 3 clusters Score -1.269822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Entering Unmasked Estep 
Score: -2940945.000000 Penalty: 2497.888916
	Iteration 0F: 2 clusters Score -2940945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2924437.250000 Penalty: 4995.777832
	Iteration 0F: 3 clusters Score -2924437 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2930233.250000 Penalty: 4995.777832
	Iteration 1F: 3 clusters Score -2930233 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2930977.000000 Penalty: 4995.777832
	Iteration 2F: 3 clusters Score -2930977 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2931903.500000 Penalty: 4995.777832
	Iteration 3F: 3 clusters Score -2931904 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2932980.500000 Penalty: 4995.777832
	Iteration 4F: 3 clusters Score -2932980 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2934131.750000 Penalty: 4995.777832
	Iteration 5F: 3 clusters Score -2934132 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2935311.000000 Penalty: 4995.777832
	Iteration 6F: 3 clusters Score -2935311 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2936384.750000 Penalty: 4995.777832
	Iteration 7F: 3 clusters Score -2936385 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2937241.500000 Penalty: 4995.777832
	Iteration 8F: 3 clusters Score -2937242 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2937798.250000 Penalty: 4995.777832
	Iteration 9Q: 3 clusters Score -2937798 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2938151.000000 Penalty: 4995.777832
	Iteration 10Q: 3 clusters Score -2938151 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2938364.750000 Penalty: 4995.777832
	Iteration 11Q: 3 clusters Score -2938365 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2938522.250000 Penalty: 4995.777832
	Iteration 12Q: 3 clusters Score -2938522 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2938615.250000 Penalty: 4995.777832
	Iteration 13Q: 3 clusters Score -2938615 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2938643.750000 Penalty: 4995.777832
	Iteration 14Q: 3 clusters Score -2938644 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2938695.000000 Penalty: 4995.777832
	Iteration 15Q: 3 clusters Score -2938695 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2938735.500000 Penalty: 4995.777832
	Iteration 16Q: 3 clusters Score -2938736 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2938760.250000 Penalty: 4995.777832
	Iteration 17Q: 3 clusters Score -2938760 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2938769.500000 Penalty: 4995.777832
	Iteration 18Q: 3 clusters Score -2938770 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2938798.500000 Penalty: 4995.777832
	Iteration 19Q: 3 clusters Score -2938798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2938810.000000 Penalty: 4995.777832
	Iteration 20F: 3 clusters Score -2938810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2938818.500000 Penalty: 4995.777832
	Iteration 21Q: 3 clusters Score -2938818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2938839.000000 Penalty: 4995.777832
	Iteration 22Q: 3 clusters Score -2938839 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2938849.000000 Penalty: 4995.777832
	Iteration 23Q: 3 clusters Score -2938849 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2938859.750000 Penalty: 4995.777832
	Iteration 24Q: 3 clusters Score -2938860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2938871.750000 Penalty: 4995.777832
	Iteration 25Q: 3 clusters Score -2938872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2938873.000000 Penalty: 4995.777832
	Iteration 26Q: 3 clusters Score -2938873 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2938893.500000 Penalty: 4995.777832
	Iteration 27Q: 3 clusters Score -2938894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2938895.750000 Penalty: 4995.777832
	Iteration 28Q: 3 clusters Score -2938896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2938899.500000 Penalty: 4995.777832
	Iteration 29Q: 3 clusters Score -2938900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2938903.500000 Penalty: 4995.777832
	Iteration 30Q: 3 clusters Score -2938904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2938913.250000 Penalty: 4995.777832
	Iteration 31Q: 3 clusters Score -2938913 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2938930.750000 Penalty: 4995.777832
	Iteration 32Q: 3 clusters Score -2938931 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2938940.500000 Penalty: 4995.777832
	Iteration 33Q: 3 clusters Score -2938940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2938964.000000 Penalty: 4995.777832
	Iteration 34Q: 3 clusters Score -2938964 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2938980.000000 Penalty: 4995.777832
	Iteration 35Q: 3 clusters Score -2938980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2938988.750000 Penalty: 4995.777832
	Iteration 36Q: 3 clusters Score -2938989 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2939001.250000 Penalty: 4995.777832
	Iteration 37Q: 3 clusters Score -2939001 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2939016.500000 Penalty: 4995.777832
	Iteration 38Q: 3 clusters Score -2939016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2939024.500000 Penalty: 4995.777832
	Iteration 39Q: 3 clusters Score -2939024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2939027.000000 Penalty: 4995.777832
	Iteration 40F: 3 clusters Score -2939027 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2939041.250000 Penalty: 4995.777832
	Iteration 41Q: 3 clusters Score -2939041 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2939080.000000 Penalty: 4995.777832
	Iteration 42Q: 3 clusters Score -2939080 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2939098.250000 Penalty: 4995.777832
	Iteration 43Q: 3 clusters Score -2939098 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2939122.250000 Penalty: 4995.777832
	Iteration 44Q: 3 clusters Score -2939122 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2939150.500000 Penalty: 4995.777832
	Iteration 45Q: 3 clusters Score -2939150 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2939169.500000 Penalty: 4995.777832
	Iteration 46Q: 3 clusters Score -2939170 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2939191.500000 Penalty: 4995.777832
	Iteration 47Q: 3 clusters Score -2939192 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2939224.250000 Penalty: 4995.777832
	Iteration 48Q: 3 clusters Score -2939224 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2939243.000000 Penalty: 4995.777832
	Iteration 49Q: 3 clusters Score -2939243 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2939285.000000 Penalty: 4995.777832
	Iteration 50Q: 3 clusters Score -2939285 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2939317.250000 Penalty: 4995.777832
	Iteration 51Q: 3 clusters Score -2939317 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2939347.000000 Penalty: 4995.777832
	Iteration 52Q: 3 clusters Score -2939347 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2939364.250000 Penalty: 4995.777832
	Iteration 53Q: 3 clusters Score -2939364 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2939399.000000 Penalty: 4995.777832
	Iteration 54Q: 3 clusters Score -2939399 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2939443.750000 Penalty: 4995.777832
	Iteration 55Q: 3 clusters Score -2939444 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2939477.000000 Penalty: 4995.777832
	Iteration 56Q: 3 clusters Score -2939477 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2939521.000000 Penalty: 4995.777832
	Iteration 57Q: 3 clusters Score -2939521 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2939619.750000 Penalty: 4995.777832
	Iteration 58Q: 3 clusters Score -2939620 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2939762.250000 Penalty: 4995.777832
	Iteration 59Q: 3 clusters Score -2939762 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2940076.250000 Penalty: 4995.777832
	Iteration 60F: 3 clusters Score -2940076 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2940742.500000 Penalty: 4995.777832
	Iteration 61Q: 3 clusters Score -2940742 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2942193.250000 Penalty: 4995.777832
	Iteration 62Q: 3 clusters Score -2942193 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2943293.500000 Penalty: 4995.777832
	Iteration 63Q: 3 clusters Score -2943294 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2943630.000000 Penalty: 4995.777832
	Iteration 64Q: 3 clusters Score -2943630 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2943773.500000 Penalty: 4995.777832
	Iteration 65Q: 3 clusters Score -2943774 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2943830.500000 Penalty: 4995.777832
	Iteration 66Q: 3 clusters Score -2943830 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2943870.000000 Penalty: 4995.777832
	Iteration 67Q: 3 clusters Score -2943870 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2943902.000000 Penalty: 4995.777832
	Iteration 68Q: 3 clusters Score -2943902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2943923.750000 Penalty: 4995.777832
	Iteration 69Q: 3 clusters Score -2943924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2943926.000000 Penalty: 4995.777832
	Iteration 70Q: 3 clusters Score -2943926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2943930.250000 Penalty: 4995.777832
	Iteration 71Q: 3 clusters Score -2943930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2943932.250000 Penalty: 4995.777832
	Iteration 72Q: 3 clusters Score -2943932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2943937.000000 Penalty: 4995.777832
	Iteration 73Q: 3 clusters Score -2943937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2943943.250000 Penalty: 4995.777832
	Iteration 74Q: 3 clusters Score -2943943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2943942.000000 Penalty: 4995.777832
	Iteration 75Q: 3 clusters Score -2943942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2943945.750000 Penalty: 4995.777832
	Iteration 76Q: 3 clusters Score -2943946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2943945.750000 Penalty: 4995.777832
	Iteration 77Q: 3 clusters Score -2943946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2943942.250000 Penalty: 4995.777832
	Iteration 78Q: 3 clusters Score -2943942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2943949.500000 Penalty: 4995.777832
	Iteration 79Q: 3 clusters Score -2943950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2943953.750000 Penalty: 4995.777832
	Iteration 80F: 3 clusters Score -2943954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2943954.750000 Penalty: 4995.777832
	Iteration 81Q: 3 clusters Score -2943955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2943955.750000 Penalty: 4995.777832
	Iteration 82Q: 3 clusters Score -2943956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2943951.750000 Penalty: 4995.777832
	Iteration 83Q: 3 clusters Score -2943952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2943952.750000 Penalty: 4995.777832
	Iteration 84Q: 3 clusters Score -2943953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2943957.000000 Penalty: 4995.777832
	Iteration 85Q: 3 clusters Score -2943957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2943960.750000 Penalty: 4995.777832
	Iteration 86Q: 3 clusters Score -2943961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2943955.250000 Penalty: 4995.777832
	Iteration 87Q: 3 clusters Score -2943955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2943957.750000 Penalty: 4995.777832
	Iteration 88Q: 3 clusters Score -2943958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2943960.750000 Penalty: 4995.777832
	Iteration 89Q: 3 clusters Score -2943961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2943964.500000 Penalty: 4995.777832
	Iteration 90Q: 3 clusters Score -2943964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2943964.500000 Penalty: 4995.777832
	Iteration 91F: 3 clusters Score -2943964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 31680 members 
Mstep: Class 3 contains 54287 members 
Mstep: Class 4 contains 285084 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46452 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 107607 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 19511 members 
Mstep: Class 11 contains 39443 members 
Mstep: Class 12 contains 135016 members 
Mstep: Class 13 contains 125336 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100694 members 
Mstep: Class 17 contains 5697 members 
Mstep: Class 18 contains 25588 members 
Mstep: Class 19 contains 68057 members 
Mstep: Class 20 contains 21644 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 3680 members 
Mstep: Class 23 contains 13276 members 
Mstep: Class 24 contains 15658 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 17977 members 
Entering Unmasked Estep 
Score: -157715696.000000 Penalty: 94085.835938
Splitting cluster 17 changes total score from -157713056.000000 to -157715696.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (25588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Entering Unmasked Estep 
Score: -2989916.250000 Penalty: 2517.169922
	Iteration 0F: 2 clusters Score -2989916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2972309.000000 Penalty: 5034.339844
	Iteration 0F: 3 clusters Score -2972309 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2979541.500000 Penalty: 5034.339844
	Iteration 1F: 3 clusters Score -2979542 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2981077.000000 Penalty: 5034.339844
	Iteration 2F: 3 clusters Score -2981077 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2982682.250000 Penalty: 5034.339844
	Iteration 3F: 3 clusters Score -2982682 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2984015.750000 Penalty: 5034.339844
	Iteration 4F: 3 clusters Score -2984016 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2984944.500000 Penalty: 5034.339844
	Iteration 5F: 3 clusters Score -2984944 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2985675.500000 Penalty: 5034.339844
	Iteration 6Q: 3 clusters Score -2985676 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2986255.000000 Penalty: 5034.339844
	Iteration 7Q: 3 clusters Score -2986255 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2986757.750000 Penalty: 5034.339844
	Iteration 8Q: 3 clusters Score -2986758 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2987175.500000 Penalty: 5034.339844
	Iteration 9Q: 3 clusters Score -2987176 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2987531.500000 Penalty: 5034.339844
	Iteration 10Q: 3 clusters Score -2987532 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2987814.250000 Penalty: 5034.339844
	Iteration 11Q: 3 clusters Score -2987814 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2987994.500000 Penalty: 5034.339844
	Iteration 12Q: 3 clusters Score -2987994 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2988143.500000 Penalty: 5034.339844
	Iteration 13Q: 3 clusters Score -2988144 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2988271.750000 Penalty: 5034.339844
	Iteration 14Q: 3 clusters Score -2988272 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2988398.000000 Penalty: 5034.339844
	Iteration 15Q: 3 clusters Score -2988398 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2988533.250000 Penalty: 5034.339844
	Iteration 16Q: 3 clusters Score -2988533 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2988655.250000 Penalty: 5034.339844
	Iteration 17Q: 3 clusters Score -2988655 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2988783.250000 Penalty: 5034.339844
	Iteration 18Q: 3 clusters Score -2988783 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2988865.250000 Penalty: 5034.339844
	Iteration 19Q: 3 clusters Score -2988865 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2988931.750000 Penalty: 5034.339844
	Iteration 20F: 3 clusters Score -2988932 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2988984.500000 Penalty: 5034.339844
	Iteration 21Q: 3 clusters Score -2988984 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2989032.250000 Penalty: 5034.339844
	Iteration 22Q: 3 clusters Score -2989032 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2989089.500000 Penalty: 5034.339844
	Iteration 23Q: 3 clusters Score -2989090 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2989144.500000 Penalty: 5034.339844
	Iteration 24Q: 3 clusters Score -2989144 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2989202.250000 Penalty: 5034.339844
	Iteration 25Q: 3 clusters Score -2989202 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2989260.750000 Penalty: 5034.339844
	Iteration 26Q: 3 clusters Score -2989261 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2989338.000000 Penalty: 5034.339844
	Iteration 27Q: 3 clusters Score -2989338 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2989412.750000 Penalty: 5034.339844
	Iteration 28Q: 3 clusters Score -2989413 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2989521.750000 Penalty: 5034.339844
	Iteration 29Q: 3 clusters Score -2989522 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2989629.500000 Penalty: 5034.339844
	Iteration 30Q: 3 clusters Score -2989630 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2989725.250000 Penalty: 5034.339844
	Iteration 31Q: 3 clusters Score -2989725 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2989823.250000 Penalty: 5034.339844
	Iteration 32Q: 3 clusters Score -2989823 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2989894.250000 Penalty: 5034.339844
	Iteration 33Q: 3 clusters Score -2989894 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2989973.500000 Penalty: 5034.339844
	Iteration 34Q: 3 clusters Score -2989974 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2990034.750000 Penalty: 5034.339844
	Iteration 35Q: 3 clusters Score -2990035 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2990098.500000 Penalty: 5034.339844
	Iteration 36Q: 3 clusters Score -2990098 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2990164.500000 Penalty: 5034.339844
	Iteration 37Q: 3 clusters Score -2990164 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2990211.750000 Penalty: 5034.339844
	Iteration 38Q: 3 clusters Score -2990212 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2990266.500000 Penalty: 5034.339844
	Iteration 39Q: 3 clusters Score -2990266 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2990312.000000 Penalty: 5034.339844
	Iteration 40F: 3 clusters Score -2990312 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2990364.500000 Penalty: 5034.339844
	Iteration 41Q: 3 clusters Score -2990364 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2990417.250000 Penalty: 5034.339844
	Iteration 42Q: 3 clusters Score -2990417 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2990451.000000 Penalty: 5034.339844
	Iteration 43Q: 3 clusters Score -2990451 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2990469.750000 Penalty: 5034.339844
	Iteration 44Q: 3 clusters Score -2990470 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2990493.000000 Penalty: 5034.339844
	Iteration 45Q: 3 clusters Score -2990493 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2990506.750000 Penalty: 5034.339844
	Iteration 46Q: 3 clusters Score -2990507 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2990531.750000 Penalty: 5034.339844
	Iteration 47Q: 3 clusters Score -2990532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2990546.500000 Penalty: 5034.339844
	Iteration 48Q: 3 clusters Score -2990546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2990573.500000 Penalty: 5034.339844
	Iteration 49Q: 3 clusters Score -2990574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2990583.500000 Penalty: 5034.339844
	Iteration 50Q: 3 clusters Score -2990584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2990604.750000 Penalty: 5034.339844
	Iteration 51Q: 3 clusters Score -2990605 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2990620.750000 Penalty: 5034.339844
	Iteration 52Q: 3 clusters Score -2990621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2990633.750000 Penalty: 5034.339844
	Iteration 53Q: 3 clusters Score -2990634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2990640.750000 Penalty: 5034.339844
	Iteration 54Q: 3 clusters Score -2990641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2990647.750000 Penalty: 5034.339844
	Iteration 55Q: 3 clusters Score -2990648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2990648.750000 Penalty: 5034.339844
	Iteration 56Q: 3 clusters Score -2990649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2990646.250000 Penalty: 5034.339844
	Iteration 57Q: 3 clusters Score -2990646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2990654.750000 Penalty: 5034.339844
	Iteration 58Q: 3 clusters Score -2990655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2990651.250000 Penalty: 5034.339844
	Iteration 59Q: 3 clusters Score -2990651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2990650.750000 Penalty: 5034.339844
	Iteration 60F: 3 clusters Score -2990651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2990650.000000 Penalty: 5034.339844
	Iteration 61Q: 3 clusters Score -2990650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2990655.250000 Penalty: 5034.339844
	Iteration 62Q: 3 clusters Score -2990655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2990658.250000 Penalty: 5034.339844
	Iteration 63Q: 3 clusters Score -2990658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2990656.000000 Penalty: 5034.339844
	Iteration 64Q: 3 clusters Score -2990656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2990655.250000 Penalty: 5034.339844
	Iteration 65Q: 3 clusters Score -2990655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2990655.250000 Penalty: 5034.339844
	Iteration 66F: 3 clusters Score -2990655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 31680 members 
Mstep: Class 3 contains 54287 members 
Mstep: Class 4 contains 285084 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46452 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 107607 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 19511 members 
Mstep: Class 11 contains 39443 members 
Mstep: Class 12 contains 135016 members 
Mstep: Class 13 contains 125336 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100694 members 
Mstep: Class 17 contains 5697 members 
Mstep: Class 18 contains 20757 members 
Mstep: Class 19 contains 68057 members 
Mstep: Class 20 contains 21644 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 3680 members 
Mstep: Class 23 contains 13276 members 
Mstep: Class 24 contains 15658 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 17977 members 
Mstep: Class 28 contains 4831 members 
Entering Unmasked Estep 
Score: -157715360.000000 Penalty: 97570.500000
Splitting cluster 18 changes total score from -157713056.000000 to -157715360.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (68057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Entering Unmasked Estep 
Score: -8694210.000000 Penalty: 2759.768799
	Iteration 0F: 2 clusters Score -8694210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -8648535.000000 Penalty: 5519.537598
	Iteration 0F: 3 clusters Score -8648535 nChanged 31905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -8666360.000000 Penalty: 5519.537598
	Iteration 1F: 3 clusters Score -8666360 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -8667049.000000 Penalty: 5519.537598
	Iteration 2Q: 3 clusters Score -8667049 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -8667859.000000 Penalty: 5519.537598
	Iteration 3Q: 3 clusters Score -8667859 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -8668994.000000 Penalty: 5519.537598
	Iteration 4Q: 3 clusters Score -8668994 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -8670525.000000 Penalty: 5519.537598
	Iteration 5Q: 3 clusters Score -8670525 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -8672345.000000 Penalty: 5519.537598
	Iteration 6F: 3 clusters Score -8672345 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -8674164.000000 Penalty: 5519.537598
	Iteration 7F: 3 clusters Score -8674164 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -8675809.000000 Penalty: 5519.537598
	Iteration 8F: 3 clusters Score -8675809 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -8677307.000000 Penalty: 5519.537598
	Iteration 9F: 3 clusters Score -8677307 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -8678453.000000 Penalty: 5519.537598
	Iteration 10Q: 3 clusters Score -8678453 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -8679395.000000 Penalty: 5519.537598
	Iteration 11Q: 3 clusters Score -8679395 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -8680322.000000 Penalty: 5519.537598
	Iteration 12Q: 3 clusters Score -8680322 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -8681029.000000 Penalty: 5519.537598
	Iteration 13Q: 3 clusters Score -8681029 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -8681745.000000 Penalty: 5519.537598
	Iteration 14Q: 3 clusters Score -8681745 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -8682469.000000 Penalty: 5519.537598
	Iteration 15Q: 3 clusters Score -8682469 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -8683314.000000 Penalty: 5519.537598
	Iteration 16Q: 3 clusters Score -8683314 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -8684164.000000 Penalty: 5519.537598
	Iteration 17Q: 3 clusters Score -8684164 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -8685225.000000 Penalty: 5519.537598
	Iteration 18Q: 3 clusters Score -8685225 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -8686329.000000 Penalty: 5519.537598
	Iteration 19Q: 3 clusters Score -8686329 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -8687449.000000 Penalty: 5519.537598
	Iteration 20F: 3 clusters Score -8687449 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -8688485.000000 Penalty: 5519.537598
	Iteration 21Q: 3 clusters Score -8688485 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -8689379.000000 Penalty: 5519.537598
	Iteration 22Q: 3 clusters Score -8689379 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -8690085.000000 Penalty: 5519.537598
	Iteration 23Q: 3 clusters Score -8690085 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8690606.000000 Penalty: 5519.537598
	Iteration 24Q: 3 clusters Score -8690606 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8691009.000000 Penalty: 5519.537598
	Iteration 25Q: 3 clusters Score -8691009 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8691315.000000 Penalty: 5519.537598
	Iteration 26Q: 3 clusters Score -8691315 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8691514.000000 Penalty: 5519.537598
	Iteration 27Q: 3 clusters Score -8691514 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67057 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8691627.000000 Penalty: 5519.537598
	Iteration 28Q: 3 clusters Score -8691627 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8691698.000000 Penalty: 5519.537598
	Iteration 29Q: 3 clusters Score -8691698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8691771.000000 Penalty: 5519.537598
	Iteration 30Q: 3 clusters Score -8691771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8691806.000000 Penalty: 5519.537598
	Iteration 31Q: 3 clusters Score -8691806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8691837.000000 Penalty: 5519.537598
	Iteration 32Q: 3 clusters Score -8691837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8691838.000000 Penalty: 5519.537598
	Iteration 33Q: 3 clusters Score -8691838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8691855.000000 Penalty: 5519.537598
	Iteration 34Q: 3 clusters Score -8691855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8691864.000000 Penalty: 5519.537598
	Iteration 35Q: 3 clusters Score -8691864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8691876.000000 Penalty: 5519.537598
	Iteration 36Q: 3 clusters Score -8691876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67403 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8691877.000000 Penalty: 5519.537598
	Iteration 37Q: 3 clusters Score -8691877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8691876.000000 Penalty: 5519.537598
	Iteration 38Q: 3 clusters Score -8691876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8691880.000000 Penalty: 5519.537598
	Iteration 39Q: 3 clusters Score -8691880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8691880.000000 Penalty: 5519.537598
	Iteration 40F: 3 clusters Score -8691880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8691872.000000 Penalty: 5519.537598
	Iteration 41Q: 3 clusters Score -8691872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8691872.000000 Penalty: 5519.537598
	Iteration 42F: 3 clusters Score -8691872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Entering Unmasked Estep 
Score: -2751710.000000 Penalty: 2475.656006
	Iteration 0F: 2 clusters Score -2751710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2736647.250000 Penalty: 4951.312012
	Iteration 0F: 3 clusters Score -2736647 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2741854.000000 Penalty: 4951.312012
	Iteration 1F: 3 clusters Score -2741854 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2742281.500000 Penalty: 4951.312012
	Iteration 2F: 3 clusters Score -2742282 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2742609.750000 Penalty: 4951.312012
	Iteration 3Q: 3 clusters Score -2742610 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2742879.250000 Penalty: 4951.312012
	Iteration 4Q: 3 clusters Score -2742879 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2743128.000000 Penalty: 4951.312012
	Iteration 5Q: 3 clusters Score -2743128 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2743409.500000 Penalty: 4951.312012
	Iteration 6Q: 3 clusters Score -2743410 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2743745.000000 Penalty: 4951.312012
	Iteration 7Q: 3 clusters Score -2743745 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2744178.000000 Penalty: 4951.312012
	Iteration 8Q: 3 clusters Score -2744178 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2744744.750000 Penalty: 4951.312012
	Iteration 9Q: 3 clusters Score -2744745 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2745529.000000 Penalty: 4951.312012
	Iteration 10F: 3 clusters Score -2745529 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2746399.500000 Penalty: 4951.312012
	Iteration 11F: 3 clusters Score -2746400 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2747153.250000 Penalty: 4951.312012
	Iteration 12Q: 3 clusters Score -2747153 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2747769.250000 Penalty: 4951.312012
	Iteration 13Q: 3 clusters Score -2747769 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2748197.500000 Penalty: 4951.312012
	Iteration 14Q: 3 clusters Score -2748198 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2748559.250000 Penalty: 4951.312012
	Iteration 15Q: 3 clusters Score -2748559 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2748855.500000 Penalty: 4951.312012
	Iteration 16Q: 3 clusters Score -2748856 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2749099.750000 Penalty: 4951.312012
	Iteration 17Q: 3 clusters Score -2749100 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2749283.750000 Penalty: 4951.312012
	Iteration 18Q: 3 clusters Score -2749284 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2749451.750000 Penalty: 4951.312012
	Iteration 19Q: 3 clusters Score -2749452 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2749585.000000 Penalty: 4951.312012
	Iteration 20F: 3 clusters Score -2749585 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2749681.250000 Penalty: 4951.312012
	Iteration 21Q: 3 clusters Score -2749681 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2749774.500000 Penalty: 4951.312012
	Iteration 22Q: 3 clusters Score -2749774 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2749856.000000 Penalty: 4951.312012
	Iteration 23Q: 3 clusters Score -2749856 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2749901.250000 Penalty: 4951.312012
	Iteration 24Q: 3 clusters Score -2749901 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2749938.750000 Penalty: 4951.312012
	Iteration 25Q: 3 clusters Score -2749939 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2749962.750000 Penalty: 4951.312012
	Iteration 26Q: 3 clusters Score -2749963 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2749990.000000 Penalty: 4951.312012
	Iteration 27Q: 3 clusters Score -2749990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2750004.750000 Penalty: 4951.312012
	Iteration 28Q: 3 clusters Score -2750005 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2750032.500000 Penalty: 4951.312012
	Iteration 29Q: 3 clusters Score -2750032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2750058.000000 Penalty: 4951.312012
	Iteration 30Q: 3 clusters Score -2750058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2750077.500000 Penalty: 4951.312012
	Iteration 31Q: 3 clusters Score -2750078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2750096.750000 Penalty: 4951.312012
	Iteration 32Q: 3 clusters Score -2750097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2750124.750000 Penalty: 4951.312012
	Iteration 33Q: 3 clusters Score -2750125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2750138.250000 Penalty: 4951.312012
	Iteration 34Q: 3 clusters Score -2750138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2750155.000000 Penalty: 4951.312012
	Iteration 35Q: 3 clusters Score -2750155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2750163.500000 Penalty: 4951.312012
	Iteration 36Q: 3 clusters Score -2750164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2750171.500000 Penalty: 4951.312012
	Iteration 37Q: 3 clusters Score -2750172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2750179.000000 Penalty: 4951.312012
	Iteration 38Q: 3 clusters Score -2750179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2750183.000000 Penalty: 4951.312012
	Iteration 39Q: 3 clusters Score -2750183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2750183.750000 Penalty: 4951.312012
	Iteration 40F: 3 clusters Score -2750184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2750179.750000 Penalty: 4951.312012
	Iteration 41Q: 3 clusters Score -2750180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2750179.250000 Penalty: 4951.312012
	Iteration 42Q: 3 clusters Score -2750179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2750180.750000 Penalty: 4951.312012
	Iteration 43Q: 3 clusters Score -2750181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2750185.000000 Penalty: 4951.312012
	Iteration 44Q: 3 clusters Score -2750185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2750188.000000 Penalty: 4951.312012
	Iteration 45Q: 3 clusters Score -2750188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2750189.750000 Penalty: 4951.312012
	Iteration 46Q: 3 clusters Score -2750190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2750189.750000 Penalty: 4951.312012
	Iteration 47F: 3 clusters Score -2750190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Entering Unmasked Estep 
Score: -499976.937500 Penalty: 2059.146240
	Iteration 0F: 2 clusters Score -499976.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -496043.031250 Penalty: 4118.292480
	Iteration 0F: 3 clusters Score -496043 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -496880.250000 Penalty: 4118.292480
	Iteration 1F: 3 clusters Score -496880.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -497107.750000 Penalty: 4118.292480
	Iteration 2F: 3 clusters Score -497107.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -497290.343750 Penalty: 4118.292480
	Iteration 3F: 3 clusters Score -497290.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -497458.968750 Penalty: 4118.292480
	Iteration 4Q: 3 clusters Score -497459 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -497620.125000 Penalty: 4118.292480
	Iteration 5Q: 3 clusters Score -497620.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -497763.343750 Penalty: 4118.292480
	Iteration 6Q: 3 clusters Score -497763.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -497888.500000 Penalty: 4118.292480
	Iteration 7Q: 3 clusters Score -497888.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -498000.625000 Penalty: 4118.292480
	Iteration 8Q: 3 clusters Score -498000.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -498090.281250 Penalty: 4118.292480
	Iteration 9Q: 3 clusters Score -498090.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -498176.593750 Penalty: 4118.292480
	Iteration 10Q: 3 clusters Score -498176.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -498224.468750 Penalty: 4118.292480
	Iteration 11Q: 3 clusters Score -498224.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -498254.281250 Penalty: 4118.292480
	Iteration 12Q: 3 clusters Score -498254.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -498276.968750 Penalty: 4118.292480
	Iteration 13Q: 3 clusters Score -498277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -498295.843750 Penalty: 4118.292480
	Iteration 14Q: 3 clusters Score -498295.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -498314.125000 Penalty: 4118.292480
	Iteration 15Q: 3 clusters Score -498314.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -498329.218750 Penalty: 4118.292480
	Iteration 16Q: 3 clusters Score -498329.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -498339.000000 Penalty: 4118.292480
	Iteration 17Q: 3 clusters Score -498339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -498346.843750 Penalty: 4118.292480
	Iteration 18Q: 3 clusters Score -498346.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -498353.625000 Penalty: 4118.292480
	Iteration 19Q: 3 clusters Score -498353.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -498358.343750 Penalty: 4118.292480
	Iteration 20F: 3 clusters Score -498358.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -498363.218750 Penalty: 4118.292480
	Iteration 21Q: 3 clusters Score -498363.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -498367.187500 Penalty: 4118.292480
	Iteration 22Q: 3 clusters Score -498367.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -498372.437500 Penalty: 4118.292480
	Iteration 23Q: 3 clusters Score -498372.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -498378.750000 Penalty: 4118.292480
	Iteration 24Q: 3 clusters Score -498378.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -498384.218750 Penalty: 4118.292480
	Iteration 25Q: 3 clusters Score -498384.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -498389.906250 Penalty: 4118.292480
	Iteration 26Q: 3 clusters Score -498389.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -498395.687500 Penalty: 4118.292480
	Iteration 27Q: 3 clusters Score -498395.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -498400.906250 Penalty: 4118.292480
	Iteration 28Q: 3 clusters Score -498400.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -498404.343750 Penalty: 4118.292480
	Iteration 29Q: 3 clusters Score -498404.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -498407.093750 Penalty: 4118.292480
	Iteration 30Q: 3 clusters Score -498407.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -498411.062500 Penalty: 4118.292480
	Iteration 31Q: 3 clusters Score -498411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -498412.093750 Penalty: 4118.292480
	Iteration 32Q: 3 clusters Score -498412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -498412.062500 Penalty: 4118.292480
	Iteration 33Q: 3 clusters Score -498412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -498412.062500 Penalty: 4118.292480
	Iteration 34Q: 3 clusters Score -498412.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -498412.968750 Penalty: 4118.292480
	Iteration 35Q: 3 clusters Score -498413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -498414.343750 Penalty: 4118.292480
	Iteration 36Q: 3 clusters Score -498414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -498414.343750 Penalty: 4118.292480
	Iteration 37Q: 3 clusters Score -498414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -498415.281250 Penalty: 4118.292480
	Iteration 38Q: 3 clusters Score -498415.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -498417.375000 Penalty: 4118.292480
	Iteration 39Q: 3 clusters Score -498417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -498418.093750 Penalty: 4118.292480
	Iteration 40F: 3 clusters Score -498418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -498421.406250 Penalty: 4118.292480
	Iteration 41Q: 3 clusters Score -498421.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -498423.093750 Penalty: 4118.292480
	Iteration 42Q: 3 clusters Score -498423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -498422.843750 Penalty: 4118.292480
	Iteration 43Q: 3 clusters Score -498422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -498422.843750 Penalty: 4118.292480
	Iteration 44F: 3 clusters Score -498422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -443049.562500 Penalty: 2036.245605
	Iteration 0F: 2 clusters Score -443049.6 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 1867 members 
Entering Unmasked Estep 
Score: -439360.000000 Penalty: 4072.491211
	Iteration 0F: 3 clusters Score -439360 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -440229.093750 Penalty: 4072.491211
	Iteration 1F: 3 clusters Score -440229.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -440446.093750 Penalty: 4072.491211
	Iteration 2F: 3 clusters Score -440446.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -440604.343750 Penalty: 4072.491211
	Iteration 3F: 3 clusters Score -440604.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -440716.531250 Penalty: 4072.491211
	Iteration 4Q: 3 clusters Score -440716.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -440821.812500 Penalty: 4072.491211
	Iteration 5Q: 3 clusters Score -440821.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -440947.187500 Penalty: 4072.491211
	Iteration 6Q: 3 clusters Score -440947.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -441074.000000 Penalty: 4072.491211
	Iteration 7Q: 3 clusters Score -441074 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -441210.062500 Penalty: 4072.491211
	Iteration 8Q: 3 clusters Score -441210.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -441373.375000 Penalty: 4072.491211
	Iteration 9Q: 3 clusters Score -441373.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -441496.468750 Penalty: 4072.491211
	Iteration 10Q: 3 clusters Score -441496.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -441599.937500 Penalty: 4072.491211
	Iteration 11Q: 3 clusters Score -441599.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -441680.187500 Penalty: 4072.491211
	Iteration 12Q: 3 clusters Score -441680.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -441744.187500 Penalty: 4072.491211
	Iteration 13Q: 3 clusters Score -441744.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -441822.437500 Penalty: 4072.491211
	Iteration 14Q: 3 clusters Score -441822.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -441882.468750 Penalty: 4072.491211
	Iteration 15Q: 3 clusters Score -441882.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -441919.968750 Penalty: 4072.491211
	Iteration 16Q: 3 clusters Score -441920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -441945.968750 Penalty: 4072.491211
	Iteration 17Q: 3 clusters Score -441946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -441962.156250 Penalty: 4072.491211
	Iteration 18Q: 3 clusters Score -441962.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -441975.156250 Penalty: 4072.491211
	Iteration 19Q: 3 clusters Score -441975.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -441984.156250 Penalty: 4072.491211
	Iteration 20F: 3 clusters Score -441984.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -441992.281250 Penalty: 4072.491211
	Iteration 21Q: 3 clusters Score -441992.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -441999.531250 Penalty: 4072.491211
	Iteration 22Q: 3 clusters Score -441999.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -442005.625000 Penalty: 4072.491211
	Iteration 23Q: 3 clusters Score -442005.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -442009.406250 Penalty: 4072.491211
	Iteration 24Q: 3 clusters Score -442009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -442011.187500 Penalty: 4072.491211
	Iteration 25Q: 3 clusters Score -442011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -442011.156250 Penalty: 4072.491211
	Iteration 26Q: 3 clusters Score -442011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -442011.000000 Penalty: 4072.491211
	Iteration 27Q: 3 clusters Score -442011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -442011.000000 Penalty: 4072.491211
	Iteration 28F: 3 clusters Score -442011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Entering Unmasked Estep 
Score: -1595489.375000 Penalty: 2354.440918
	Iteration 0F: 2 clusters Score -1595489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1585775.625000 Penalty: 4708.881836
	Iteration 0F: 3 clusters Score -1585776 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1588793.250000 Penalty: 4708.881836
	Iteration 1F: 3 clusters Score -1588793 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1589222.125000 Penalty: 4708.881836
	Iteration 2F: 3 clusters Score -1589222 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1589604.500000 Penalty: 4708.881836
	Iteration 3F: 3 clusters Score -1589604 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1589965.125000 Penalty: 4708.881836
	Iteration 4F: 3 clusters Score -1589965 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1590326.750000 Penalty: 4708.881836
	Iteration 5Q: 3 clusters Score -1590327 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1590664.375000 Penalty: 4708.881836
	Iteration 6Q: 3 clusters Score -1590664 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1590952.750000 Penalty: 4708.881836
	Iteration 7Q: 3 clusters Score -1590953 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1591186.500000 Penalty: 4708.881836
	Iteration 8Q: 3 clusters Score -1591186 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1591415.375000 Penalty: 4708.881836
	Iteration 9Q: 3 clusters Score -1591415 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1591601.750000 Penalty: 4708.881836
	Iteration 10Q: 3 clusters Score -1591602 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1591732.750000 Penalty: 4708.881836
	Iteration 11Q: 3 clusters Score -1591733 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1591881.500000 Penalty: 4708.881836
	Iteration 12Q: 3 clusters Score -1591882 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1592038.000000 Penalty: 4708.881836
	Iteration 13Q: 3 clusters Score -1592038 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1592217.500000 Penalty: 4708.881836
	Iteration 14Q: 3 clusters Score -1592218 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1592413.500000 Penalty: 4708.881836
	Iteration 15Q: 3 clusters Score -1592414 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1592654.750000 Penalty: 4708.881836
	Iteration 16Q: 3 clusters Score -1592655 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1592969.500000 Penalty: 4708.881836
	Iteration 17Q: 3 clusters Score -1592970 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1593336.125000 Penalty: 4708.881836
	Iteration 18Q: 3 clusters Score -1593336 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1593673.625000 Penalty: 4708.881836
	Iteration 19Q: 3 clusters Score -1593674 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1593938.125000 Penalty: 4708.881836
	Iteration 20F: 3 clusters Score -1593938 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1594143.625000 Penalty: 4708.881836
	Iteration 21Q: 3 clusters Score -1594144 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1594279.875000 Penalty: 4708.881836
	Iteration 22Q: 3 clusters Score -1594280 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1594368.375000 Penalty: 4708.881836
	Iteration 23Q: 3 clusters Score -1594368 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1594435.125000 Penalty: 4708.881836
	Iteration 24Q: 3 clusters Score -1594435 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1594471.500000 Penalty: 4708.881836
	Iteration 25Q: 3 clusters Score -1594472 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1594501.000000 Penalty: 4708.881836
	Iteration 26Q: 3 clusters Score -1594501 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1594522.500000 Penalty: 4708.881836
	Iteration 27Q: 3 clusters Score -1594522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1594534.250000 Penalty: 4708.881836
	Iteration 28Q: 3 clusters Score -1594534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1594551.250000 Penalty: 4708.881836
	Iteration 29Q: 3 clusters Score -1594551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1594563.625000 Penalty: 4708.881836
	Iteration 30Q: 3 clusters Score -1594564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1594571.625000 Penalty: 4708.881836
	Iteration 31Q: 3 clusters Score -1594572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1594580.000000 Penalty: 4708.881836
	Iteration 32Q: 3 clusters Score -1594580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1594589.000000 Penalty: 4708.881836
	Iteration 33Q: 3 clusters Score -1594589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1594597.625000 Penalty: 4708.881836
	Iteration 34Q: 3 clusters Score -1594598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1594598.625000 Penalty: 4708.881836
	Iteration 35Q: 3 clusters Score -1594599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1594605.875000 Penalty: 4708.881836
	Iteration 36Q: 3 clusters Score -1594606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1594610.000000 Penalty: 4708.881836
	Iteration 37Q: 3 clusters Score -1594610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1594621.000000 Penalty: 4708.881836
	Iteration 38Q: 3 clusters Score -1594621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1594623.875000 Penalty: 4708.881836
	Iteration 39Q: 3 clusters Score -1594624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1594630.875000 Penalty: 4708.881836
	Iteration 40F: 3 clusters Score -1594631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1594634.500000 Penalty: 4708.881836
	Iteration 41Q: 3 clusters Score -1594634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1594636.125000 Penalty: 4708.881836
	Iteration 42Q: 3 clusters Score -1594636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1594647.750000 Penalty: 4708.881836
	Iteration 43Q: 3 clusters Score -1594648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1594650.500000 Penalty: 4708.881836
	Iteration 44Q: 3 clusters Score -1594650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1594653.125000 Penalty: 4708.881836
	Iteration 45Q: 3 clusters Score -1594653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1594651.750000 Penalty: 4708.881836
	Iteration 46Q: 3 clusters Score -1594652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1594653.750000 Penalty: 4708.881836
	Iteration 47Q: 3 clusters Score -1594654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1594660.625000 Penalty: 4708.881836
	Iteration 48Q: 3 clusters Score -1594661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1594664.375000 Penalty: 4708.881836
	Iteration 49Q: 3 clusters Score -1594664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1594659.375000 Penalty: 4708.881836
	Iteration 50Q: 3 clusters Score -1594659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1594663.500000 Penalty: 4708.881836
	Iteration 51Q: 3 clusters Score -1594664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1594668.750000 Penalty: 4708.881836
	Iteration 52Q: 3 clusters Score -1594669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1594664.750000 Penalty: 4708.881836
	Iteration 53Q: 3 clusters Score -1594665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1594663.250000 Penalty: 4708.881836
	Iteration 54Q: 3 clusters Score -1594663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1594664.125000 Penalty: 4708.881836
	Iteration 55Q: 3 clusters Score -1594664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1594665.125000 Penalty: 4708.881836
	Iteration 56Q: 3 clusters Score -1594665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1594666.750000 Penalty: 4708.881836
	Iteration 57Q: 3 clusters Score -1594667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1594666.250000 Penalty: 4708.881836
	Iteration 58Q: 3 clusters Score -1594666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1594666.125000 Penalty: 4708.881836
	Iteration 59Q: 3 clusters Score -1594666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1594667.000000 Penalty: 4708.881836
	Iteration 60F: 3 clusters Score -1594667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1594667.000000 Penalty: 4708.881836
	Iteration 61Q: 3 clusters Score -1594667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1594667.000000 Penalty: 4708.881836
	Iteration 62F: 3 clusters Score -1594667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Entering Unmasked Estep 
Score: -1886073.125000 Penalty: 2395.366699
	Iteration 0F: 2 clusters Score -1886073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1874685.250000 Penalty: 4790.733398
	Iteration 0F: 3 clusters Score -1874685 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1878438.000000 Penalty: 4790.733398
	Iteration 1F: 3 clusters Score -1878438 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1879007.750000 Penalty: 4790.733398
	Iteration 2F: 3 clusters Score -1879008 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1879575.375000 Penalty: 4790.733398
	Iteration 3F: 3 clusters Score -1879575 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1880091.500000 Penalty: 4790.733398
	Iteration 4F: 3 clusters Score -1880092 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1880607.500000 Penalty: 4790.733398
	Iteration 5F: 3 clusters Score -1880608 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1881096.250000 Penalty: 4790.733398
	Iteration 6Q: 3 clusters Score -1881096 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1881628.250000 Penalty: 4790.733398
	Iteration 7Q: 3 clusters Score -1881628 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1882187.750000 Penalty: 4790.733398
	Iteration 8Q: 3 clusters Score -1882188 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1882730.625000 Penalty: 4790.733398
	Iteration 9Q: 3 clusters Score -1882731 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1883220.375000 Penalty: 4790.733398
	Iteration 10Q: 3 clusters Score -1883220 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1883661.625000 Penalty: 4790.733398
	Iteration 11Q: 3 clusters Score -1883662 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1884069.875000 Penalty: 4790.733398
	Iteration 12Q: 3 clusters Score -1884070 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1884376.125000 Penalty: 4790.733398
	Iteration 13Q: 3 clusters Score -1884376 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1884695.875000 Penalty: 4790.733398
	Iteration 14Q: 3 clusters Score -1884696 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1885032.625000 Penalty: 4790.733398
	Iteration 15Q: 3 clusters Score -1885033 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1885325.375000 Penalty: 4790.733398
	Iteration 16Q: 3 clusters Score -1885325 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1885567.750000 Penalty: 4790.733398
	Iteration 17Q: 3 clusters Score -1885568 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1885716.125000 Penalty: 4790.733398
	Iteration 18Q: 3 clusters Score -1885716 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1885807.875000 Penalty: 4790.733398
	Iteration 19Q: 3 clusters Score -1885808 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1885855.250000 Penalty: 4790.733398
	Iteration 20F: 3 clusters Score -1885855 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1885893.375000 Penalty: 4790.733398
	Iteration 21Q: 3 clusters Score -1885893 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1885911.375000 Penalty: 4790.733398
	Iteration 22Q: 3 clusters Score -1885911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1885918.625000 Penalty: 4790.733398
	Iteration 23Q: 3 clusters Score -1885919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1885927.375000 Penalty: 4790.733398
	Iteration 24Q: 3 clusters Score -1885927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1885928.875000 Penalty: 4790.733398
	Iteration 25Q: 3 clusters Score -1885929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1885929.250000 Penalty: 4790.733398
	Iteration 26Q: 3 clusters Score -1885929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1885938.500000 Penalty: 4790.733398
	Iteration 27Q: 3 clusters Score -1885938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1885941.875000 Penalty: 4790.733398
	Iteration 28Q: 3 clusters Score -1885942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1885942.375000 Penalty: 4790.733398
	Iteration 29Q: 3 clusters Score -1885942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1885940.875000 Penalty: 4790.733398
	Iteration 30Q: 3 clusters Score -1885941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1885941.375000 Penalty: 4790.733398
	Iteration 31Q: 3 clusters Score -1885941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1885945.625000 Penalty: 4790.733398
	Iteration 32Q: 3 clusters Score -1885946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1885945.750000 Penalty: 4790.733398
	Iteration 33Q: 3 clusters Score -1885946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1885947.250000 Penalty: 4790.733398
	Iteration 34Q: 3 clusters Score -1885947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1885948.500000 Penalty: 4790.733398
	Iteration 35Q: 3 clusters Score -1885948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1885947.500000 Penalty: 4790.733398
	Iteration 36Q: 3 clusters Score -1885948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1885946.375000 Penalty: 4790.733398
	Iteration 37Q: 3 clusters Score -1885946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1885947.875000 Penalty: 4790.733398
	Iteration 38Q: 3 clusters Score -1885948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1885950.750000 Penalty: 4790.733398
	Iteration 39Q: 3 clusters Score -1885951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1885948.875000 Penalty: 4790.733398
	Iteration 40F: 3 clusters Score -1885949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1885946.375000 Penalty: 4790.733398
	Iteration 41Q: 3 clusters Score -1885946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1885950.125000 Penalty: 4790.733398
	Iteration 42Q: 3 clusters Score -1885950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1885950.000000 Penalty: 4790.733398
	Iteration 43Q: 3 clusters Score -1885950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1885951.125000 Penalty: 4790.733398
	Iteration 44Q: 3 clusters Score -1885951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1885950.750000 Penalty: 4790.733398
	Iteration 45Q: 3 clusters Score -1885951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1885952.000000 Penalty: 4790.733398
	Iteration 46Q: 3 clusters Score -1885952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1885953.125000 Penalty: 4790.733398
	Iteration 47Q: 3 clusters Score -1885953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1885955.375000 Penalty: 4790.733398
	Iteration 48Q: 3 clusters Score -1885955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1885951.000000 Penalty: 4790.733398
	Iteration 49Q: 3 clusters Score -1885951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1885952.375000 Penalty: 4790.733398
	Iteration 50Q: 3 clusters Score -1885952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1885952.375000 Penalty: 4790.733398
	Iteration 51F: 3 clusters Score -1885952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -71961.945312 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -71961.95 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 347 members 
Entering Unmasked Estep 
Score: -70464.859375 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -70464.86 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70967.000000 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -70967 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71263.593750 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -71263.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71414.742188 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -71414.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71446.421875 Penalty: 3232.764893
	Iteration 4Q: 3 clusters Score -71446.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -71477.156250 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -71477.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71492.703125 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -71492.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71509.171875 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -71509.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -71519.640625 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -71519.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -71532.335938 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -71532.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71545.015625 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -71545.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71555.945312 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -71555.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -71560.382812 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -71560.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -71562.148438 Penalty: 3232.764893
	Iteration 13Q: 3 clusters Score -71562.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -71562.148438 Penalty: 3232.764893
	Iteration 14F: 3 clusters Score -71562.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -545971.687500 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -545971.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -541471.750000 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -541471.8 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -542683.500000 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -542683.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -543081.250000 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -543081.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -543475.062500 Penalty: 4224.329590
	Iteration 3F: 3 clusters Score -543475.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -543865.125000 Penalty: 4224.329590
	Iteration 4F: 3 clusters Score -543865.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -544360.000000 Penalty: 4224.329590
	Iteration 5F: 3 clusters Score -544360 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -544912.687500 Penalty: 4224.329590
	Iteration 6F: 3 clusters Score -544912.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -545410.500000 Penalty: 4224.329590
	Iteration 7F: 3 clusters Score -545410.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -545762.437500 Penalty: 4224.329590
	Iteration 8F: 3 clusters Score -545762.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -546002.062500 Penalty: 4224.329590
	Iteration 9Q: 3 clusters Score -546002.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -546193.250000 Penalty: 4224.329590
	Iteration 10Q: 3 clusters Score -546193.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -546318.750000 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -546318.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -546378.125000 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -546378.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -546406.437500 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -546406.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -546430.687500 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -546430.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -546448.312500 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -546448.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -546470.250000 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -546470.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -546486.937500 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -546486.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -546493.750000 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -546493.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -546500.187500 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -546500.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -546502.687500 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -546502.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -546504.125000 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -546504.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -546504.312500 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -546504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -546504.312500 Penalty: 4224.329590
	Iteration 23F: 3 clusters Score -546504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 31680 members 
Mstep: Class 3 contains 54287 members 
Mstep: Class 4 contains 285084 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46452 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 107607 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 19511 members 
Mstep: Class 11 contains 39443 members 
Mstep: Class 12 contains 135016 members 
Mstep: Class 13 contains 125336 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100694 members 
Mstep: Class 17 contains 5697 members 
Mstep: Class 18 contains 20757 members 
Mstep: Class 19 contains 68057 members 
Mstep: Class 20 contains 21644 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 3680 members 
Mstep: Class 23 contains 13276 members 
Mstep: Class 24 contains 15658 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 1722 members 
Mstep: Class 27 contains 17977 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 3276 members 
Entering Unmasked Estep 
Score: -157714064.000000 Penalty: 101055.156250
Splitting cluster 26 changes total score from -157713056.000000 to -157714064.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 31680 members 
Mstep: Class 3 contains 54287 members 
Mstep: Class 4 contains 285084 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46452 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 107607 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 19511 members 
Mstep: Class 11 contains 39443 members 
Mstep: Class 12 contains 135016 members 
Mstep: Class 13 contains 125336 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100694 members 
Mstep: Class 17 contains 5697 members 
Mstep: Class 18 contains 20757 members 
Mstep: Class 19 contains 68057 members 
Mstep: Class 20 contains 21644 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 3680 members 
Mstep: Class 23 contains 13276 members 
Mstep: Class 24 contains 15658 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157715824.000000 Penalty: 101055.156250
Iteration 119Q: 30 clusters Score -1.577158e+08 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 31580 members 
Mstep: Class 3 contains 54499 members 
Mstep: Class 4 contains 285093 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46613 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 107971 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 19129 members 
Mstep: Class 11 contains 39446 members 
Mstep: Class 12 contains 135006 members 
Mstep: Class 13 contains 125346 members 
Mstep: Class 14 contains 5605 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100750 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 20758 members 
Mstep: Class 19 contains 67998 members 
Mstep: Class 20 contains 21591 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 4020 members 
Mstep: Class 23 contains 13181 members 
Mstep: Class 24 contains 15559 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 1942 members 
Mstep: Class 27 contains 17321 members 
Mstep: Class 28 contains 4678 members 
Mstep: Class 29 contains 3479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717824.000000 Penalty: 101055.156250
Iteration 120F: 30 clusters Score -1.577178e+08 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 31470 members 
Mstep: Class 3 contains 54586 members 
Mstep: Class 4 contains 285124 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 46604 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 107570 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 18787 members 
Mstep: Class 11 contains 39442 members 
Mstep: Class 12 contains 134991 members 
Mstep: Class 13 contains 125326 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100767 members 
Mstep: Class 17 contains 5657 members 
Mstep: Class 18 contains 20816 members 
Mstep: Class 19 contains 67880 members 
Mstep: Class 20 contains 21553 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 4333 members 
Mstep: Class 23 contains 13085 members 
Mstep: Class 24 contains 15396 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 17103 members 
Mstep: Class 28 contains 5292 members 
Mstep: Class 29 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718896.000000 Penalty: 101055.156250
Iteration 121Q: 30 clusters Score -1.577189e+08 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84549 members 
Mstep: Class 2 contains 31385 members 
Mstep: Class 3 contains 54632 members 
Mstep: Class 4 contains 285154 members 
Mstep: Class 5 contains 43172 members 
Mstep: Class 6 contains 46627 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 107295 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 18463 members 
Mstep: Class 11 contains 39444 members 
Mstep: Class 12 contains 134957 members 
Mstep: Class 13 contains 125317 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100779 members 
Mstep: Class 17 contains 5645 members 
Mstep: Class 18 contains 20929 members 
Mstep: Class 19 contains 67847 members 
Mstep: Class 20 contains 21529 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 4676 members 
Mstep: Class 23 contains 13003 members 
Mstep: Class 24 contains 15238 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 16910 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719088.000000 Penalty: 101055.156250
Iteration 122Q: 30 clusters Score -1.577191e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 31328 members 
Mstep: Class 3 contains 54682 members 
Mstep: Class 4 contains 285189 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46648 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 107069 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 18173 members 
Mstep: Class 11 contains 39434 members 
Mstep: Class 12 contains 134930 members 
Mstep: Class 13 contains 125332 members 
Mstep: Class 14 contains 5626 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100794 members 
Mstep: Class 17 contains 5641 members 
Mstep: Class 18 contains 21039 members 
Mstep: Class 19 contains 67813 members 
Mstep: Class 20 contains 21514 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 4975 members 
Mstep: Class 23 contains 12937 members 
Mstep: Class 24 contains 15107 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2256 members 
Mstep: Class 27 contains 16761 members 
Mstep: Class 28 contains 5871 members 
Mstep: Class 29 contains 4216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719248.000000 Penalty: 101055.156250
Iteration 123Q: 30 clusters Score -1.577192e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84508 members 
Mstep: Class 2 contains 31291 members 
Mstep: Class 3 contains 54711 members 
Mstep: Class 4 contains 285222 members 
Mstep: Class 5 contains 43179 members 
Mstep: Class 6 contains 46661 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 106910 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 17909 members 
Mstep: Class 11 contains 39427 members 
Mstep: Class 12 contains 134898 members 
Mstep: Class 13 contains 125342 members 
Mstep: Class 14 contains 5624 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100778 members 
Mstep: Class 17 contains 5636 members 
Mstep: Class 18 contains 21150 members 
Mstep: Class 19 contains 67789 members 
Mstep: Class 20 contains 21501 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 5263 members 
Mstep: Class 23 contains 12888 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2347 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 6026 members 
Mstep: Class 29 contains 4317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719552.000000 Penalty: 101055.156250
Iteration 124Q: 30 clusters Score -1.577196e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 31261 members 
Mstep: Class 3 contains 54735 members 
Mstep: Class 4 contains 285255 members 
Mstep: Class 5 contains 43190 members 
Mstep: Class 6 contains 46672 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 106778 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 17653 members 
Mstep: Class 11 contains 39410 members 
Mstep: Class 12 contains 134872 members 
Mstep: Class 13 contains 125357 members 
Mstep: Class 14 contains 5626 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100789 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 21245 members 
Mstep: Class 19 contains 67761 members 
Mstep: Class 20 contains 21498 members 
Mstep: Class 21 contains 4035 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 12864 members 
Mstep: Class 24 contains 14894 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2431 members 
Mstep: Class 27 contains 16601 members 
Mstep: Class 28 contains 6147 members 
Mstep: Class 29 contains 4394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719680.000000 Penalty: 101055.156250
Iteration 125Q: 30 clusters Score -1.577197e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 54747 members 
Mstep: Class 4 contains 285270 members 
Mstep: Class 5 contains 43192 members 
Mstep: Class 6 contains 46680 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 106687 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 17458 members 
Mstep: Class 11 contains 39398 members 
Mstep: Class 12 contains 134850 members 
Mstep: Class 13 contains 125366 members 
Mstep: Class 14 contains 5635 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100787 members 
Mstep: Class 17 contains 5632 members 
Mstep: Class 18 contains 21328 members 
Mstep: Class 19 contains 67752 members 
Mstep: Class 20 contains 21488 members 
Mstep: Class 21 contains 4038 members 
Mstep: Class 22 contains 5668 members 
Mstep: Class 23 contains 12844 members 
Mstep: Class 24 contains 14823 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2494 members 
Mstep: Class 27 contains 16539 members 
Mstep: Class 28 contains 6244 members 
Mstep: Class 29 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719728.000000 Penalty: 101055.156250
Iteration 126Q: 30 clusters Score -1.577197e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84468 members 
Mstep: Class 2 contains 31199 members 
Mstep: Class 3 contains 54761 members 
Mstep: Class 4 contains 285302 members 
Mstep: Class 5 contains 43191 members 
Mstep: Class 6 contains 46686 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 8 contains 106618 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 17271 members 
Mstep: Class 11 contains 39394 members 
Mstep: Class 12 contains 134832 members 
Mstep: Class 13 contains 125378 members 
Mstep: Class 14 contains 5650 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100780 members 
Mstep: Class 17 contains 5635 members 
Mstep: Class 18 contains 21412 members 
Mstep: Class 19 contains 67736 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 4042 members 
Mstep: Class 22 contains 5850 members 
Mstep: Class 23 contains 12819 members 
Mstep: Class 24 contains 14739 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2543 members 
Mstep: Class 27 contains 16479 members 
Mstep: Class 28 contains 6311 members 
Mstep: Class 29 contains 4492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719776.000000 Penalty: 101055.156250
Iteration 127Q: 30 clusters Score -1.577198e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 31184 members 
Mstep: Class 3 contains 54777 members 
Mstep: Class 4 contains 285341 members 
Mstep: Class 5 contains 43187 members 
Mstep: Class 6 contains 46673 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 106580 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 17121 members 
Mstep: Class 11 contains 39384 members 
Mstep: Class 12 contains 134811 members 
Mstep: Class 13 contains 125385 members 
Mstep: Class 14 contains 5656 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100764 members 
Mstep: Class 17 contains 5635 members 
Mstep: Class 18 contains 21472 members 
Mstep: Class 19 contains 67717 members 
Mstep: Class 20 contains 21478 members 
Mstep: Class 21 contains 4047 members 
Mstep: Class 22 contains 6012 members 
Mstep: Class 23 contains 12791 members 
Mstep: Class 24 contains 14684 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2583 members 
Mstep: Class 27 contains 16439 members 
Mstep: Class 28 contains 6366 members 
Mstep: Class 29 contains 4526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719872.000000 Penalty: 101055.156250
Iteration 128Q: 30 clusters Score -1.577199e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 31170 members 
Mstep: Class 3 contains 54784 members 
Mstep: Class 4 contains 285365 members 
Mstep: Class 5 contains 43183 members 
Mstep: Class 6 contains 46658 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 106553 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 16991 members 
Mstep: Class 11 contains 39374 members 
Mstep: Class 12 contains 134790 members 
Mstep: Class 13 contains 125398 members 
Mstep: Class 14 contains 5668 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100752 members 
Mstep: Class 17 contains 5631 members 
Mstep: Class 18 contains 21524 members 
Mstep: Class 19 contains 67709 members 
Mstep: Class 20 contains 21476 members 
Mstep: Class 21 contains 4052 members 
Mstep: Class 22 contains 6149 members 
Mstep: Class 23 contains 12771 members 
Mstep: Class 24 contains 14629 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2620 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 4540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720160.000000 Penalty: 101055.156250
Iteration 129Q: 30 clusters Score -1.577202e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 31154 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 285402 members 
Mstep: Class 5 contains 43176 members 
Mstep: Class 6 contains 46644 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 106520 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 16857 members 
Mstep: Class 11 contains 39363 members 
Mstep: Class 12 contains 134763 members 
Mstep: Class 13 contains 125412 members 
Mstep: Class 14 contains 5685 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100735 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 21579 members 
Mstep: Class 19 contains 67700 members 
Mstep: Class 20 contains 21476 members 
Mstep: Class 21 contains 4064 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 12775 members 
Mstep: Class 24 contains 14574 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2673 members 
Mstep: Class 27 contains 16404 members 
Mstep: Class 28 contains 6437 members 
Mstep: Class 29 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720672.000000 Penalty: 101055.156250
Iteration 130Q: 30 clusters Score -1.577207e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 31141 members 
Mstep: Class 3 contains 54798 members 
Mstep: Class 4 contains 285429 members 
Mstep: Class 5 contains 43176 members 
Mstep: Class 6 contains 46639 members 
Mstep: Class 7 contains 2733 members 
Mstep: Class 8 contains 106487 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 16733 members 
Mstep: Class 11 contains 39354 members 
Mstep: Class 12 contains 134744 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5695 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100738 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 21615 members 
Mstep: Class 19 contains 67697 members 
Mstep: Class 20 contains 21473 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 6361 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 14522 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 16392 members 
Mstep: Class 28 contains 6471 members 
Mstep: Class 29 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720704.000000 Penalty: 101055.156250
Iteration 131Q: 30 clusters Score -1.577207e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 31130 members 
Mstep: Class 3 contains 54802 members 
Mstep: Class 4 contains 285461 members 
Mstep: Class 5 contains 43172 members 
Mstep: Class 6 contains 46630 members 
Mstep: Class 7 contains 2734 members 
Mstep: Class 8 contains 106464 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 16627 members 
Mstep: Class 11 contains 39349 members 
Mstep: Class 12 contains 134737 members 
Mstep: Class 13 contains 125403 members 
Mstep: Class 14 contains 5707 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100756 members 
Mstep: Class 17 contains 5625 members 
Mstep: Class 18 contains 21656 members 
Mstep: Class 19 contains 67689 members 
Mstep: Class 20 contains 21470 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 14496 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2772 members 
Mstep: Class 27 contains 16379 members 
Mstep: Class 28 contains 6494 members 
Mstep: Class 29 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720736.000000 Penalty: 101055.156250
Iteration 132Q: 30 clusters Score -1.577207e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84403 members 
Mstep: Class 2 contains 31125 members 
Mstep: Class 3 contains 54799 members 
Mstep: Class 4 contains 285488 members 
Mstep: Class 5 contains 43176 members 
Mstep: Class 6 contains 46638 members 
Mstep: Class 7 contains 2742 members 
Mstep: Class 8 contains 106436 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 16505 members 
Mstep: Class 11 contains 39338 members 
Mstep: Class 12 contains 134725 members 
Mstep: Class 13 contains 125396 members 
Mstep: Class 14 contains 5721 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100777 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 21692 members 
Mstep: Class 19 contains 67686 members 
Mstep: Class 20 contains 21463 members 
Mstep: Class 21 contains 4072 members 
Mstep: Class 22 contains 6515 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 14452 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2831 members 
Mstep: Class 27 contains 16369 members 
Mstep: Class 28 contains 6518 members 
Mstep: Class 29 contains 4501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720960.000000 Penalty: 101055.156250
Iteration 133Q: 30 clusters Score -1.57721e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 31123 members 
Mstep: Class 3 contains 54798 members 
Mstep: Class 4 contains 285506 members 
Mstep: Class 5 contains 43180 members 
Mstep: Class 6 contains 46649 members 
Mstep: Class 7 contains 2742 members 
Mstep: Class 8 contains 106414 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 16394 members 
Mstep: Class 11 contains 39333 members 
Mstep: Class 12 contains 134712 members 
Mstep: Class 13 contains 125391 members 
Mstep: Class 14 contains 5733 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100790 members 
Mstep: Class 17 contains 5618 members 
Mstep: Class 18 contains 21727 members 
Mstep: Class 19 contains 67687 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 21 contains 4073 members 
Mstep: Class 22 contains 6577 members 
Mstep: Class 23 contains 12794 members 
Mstep: Class 24 contains 14424 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 16356 members 
Mstep: Class 28 contains 6529 members 
Mstep: Class 29 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721040.000000 Penalty: 101055.156250
Iteration 134Q: 30 clusters Score -1.57721e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84400 members 
Mstep: Class 2 contains 31118 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 285523 members 
Mstep: Class 5 contains 43181 members 
Mstep: Class 6 contains 46655 members 
Mstep: Class 7 contains 2747 members 
Mstep: Class 8 contains 106394 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 16302 members 
Mstep: Class 11 contains 39328 members 
Mstep: Class 12 contains 134696 members 
Mstep: Class 13 contains 125400 members 
Mstep: Class 14 contains 5744 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100801 members 
Mstep: Class 17 contains 5610 members 
Mstep: Class 18 contains 21759 members 
Mstep: Class 19 contains 67686 members 
Mstep: Class 20 contains 21464 members 
Mstep: Class 21 contains 4079 members 
Mstep: Class 22 contains 6630 members 
Mstep: Class 23 contains 12789 members 
Mstep: Class 24 contains 14388 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 2979 members 
Mstep: Class 27 contains 16336 members 
Mstep: Class 28 contains 6539 members 
Mstep: Class 29 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721360.000000 Penalty: 101055.156250
Iteration 135Q: 30 clusters Score -1.577214e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84390 members 
Mstep: Class 2 contains 31118 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 285547 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46648 members 
Mstep: Class 7 contains 2749 members 
Mstep: Class 8 contains 106387 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 16226 members 
Mstep: Class 11 contains 39326 members 
Mstep: Class 12 contains 134685 members 
Mstep: Class 13 contains 125418 members 
Mstep: Class 14 contains 5757 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100807 members 
Mstep: Class 17 contains 5607 members 
Mstep: Class 18 contains 21795 members 
Mstep: Class 19 contains 67692 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 21 contains 4084 members 
Mstep: Class 22 contains 6671 members 
Mstep: Class 23 contains 12791 members 
Mstep: Class 24 contains 14339 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3088 members 
Mstep: Class 27 contains 16297 members 
Mstep: Class 28 contains 6544 members 
Mstep: Class 29 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721520.000000 Penalty: 101055.156250
Iteration 136Q: 30 clusters Score -1.577215e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84388 members 
Mstep: Class 2 contains 31116 members 
Mstep: Class 3 contains 54785 members 
Mstep: Class 4 contains 285576 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46645 members 
Mstep: Class 7 contains 2750 members 
Mstep: Class 8 contains 106380 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16143 members 
Mstep: Class 11 contains 39318 members 
Mstep: Class 12 contains 134671 members 
Mstep: Class 13 contains 125422 members 
Mstep: Class 14 contains 5777 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100827 members 
Mstep: Class 17 contains 5608 members 
Mstep: Class 18 contains 21841 members 
Mstep: Class 19 contains 67700 members 
Mstep: Class 20 contains 21460 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 6714 members 
Mstep: Class 23 contains 12796 members 
Mstep: Class 24 contains 14294 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3175 members 
Mstep: Class 27 contains 16254 members 
Mstep: Class 28 contains 6549 members 
Mstep: Class 29 contains 4319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721568.000000 Penalty: 101055.156250
Iteration 137Q: 30 clusters Score -1.577216e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 31110 members 
Mstep: Class 3 contains 54780 members 
Mstep: Class 4 contains 285590 members 
Mstep: Class 5 contains 43176 members 
Mstep: Class 6 contains 46637 members 
Mstep: Class 7 contains 2754 members 
Mstep: Class 8 contains 106376 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 39310 members 
Mstep: Class 12 contains 134662 members 
Mstep: Class 13 contains 125429 members 
Mstep: Class 14 contains 5791 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100833 members 
Mstep: Class 17 contains 5606 members 
Mstep: Class 18 contains 21897 members 
Mstep: Class 19 contains 67715 members 
Mstep: Class 20 contains 21458 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 6761 members 
Mstep: Class 23 contains 12798 members 
Mstep: Class 24 contains 14252 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3273 members 
Mstep: Class 27 contains 16226 members 
Mstep: Class 28 contains 6550 members 
Mstep: Class 29 contains 4247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721840.000000 Penalty: 101055.156250
Iteration 138Q: 30 clusters Score -1.577218e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84375 members 
Mstep: Class 2 contains 31104 members 
Mstep: Class 3 contains 54779 members 
Mstep: Class 4 contains 285612 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 46634 members 
Mstep: Class 7 contains 2754 members 
Mstep: Class 8 contains 106371 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 15994 members 
Mstep: Class 11 contains 39305 members 
Mstep: Class 12 contains 134647 members 
Mstep: Class 13 contains 125435 members 
Mstep: Class 14 contains 5804 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100830 members 
Mstep: Class 17 contains 5607 members 
Mstep: Class 18 contains 21936 members 
Mstep: Class 19 contains 67714 members 
Mstep: Class 20 contains 21456 members 
Mstep: Class 21 contains 4094 members 
Mstep: Class 22 contains 6809 members 
Mstep: Class 23 contains 12806 members 
Mstep: Class 24 contains 14219 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3352 members 
Mstep: Class 27 contains 16205 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722192.000000 Penalty: 101055.156250
Iteration 139Q: 30 clusters Score -1.577222e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 31100 members 
Mstep: Class 3 contains 54776 members 
Mstep: Class 4 contains 285631 members 
Mstep: Class 5 contains 43168 members 
Mstep: Class 6 contains 46627 members 
Mstep: Class 7 contains 2758 members 
Mstep: Class 8 contains 106372 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 15941 members 
Mstep: Class 11 contains 39299 members 
Mstep: Class 12 contains 134630 members 
Mstep: Class 13 contains 125431 members 
Mstep: Class 14 contains 5811 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100823 members 
Mstep: Class 17 contains 5607 members 
Mstep: Class 18 contains 21987 members 
Mstep: Class 19 contains 67706 members 
Mstep: Class 20 contains 21457 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 6855 members 
Mstep: Class 23 contains 12800 members 
Mstep: Class 24 contains 14193 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3414 members 
Mstep: Class 27 contains 16189 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722144.000000 Penalty: 101055.156250
Iteration 140F: 30 clusters Score -1.577221e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 31100 members 
Mstep: Class 3 contains 54778 members 
Mstep: Class 4 contains 285643 members 
Mstep: Class 5 contains 43166 members 
Mstep: Class 6 contains 46611 members 
Mstep: Class 7 contains 2758 members 
Mstep: Class 8 contains 106376 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 15884 members 
Mstep: Class 11 contains 39297 members 
Mstep: Class 12 contains 134617 members 
Mstep: Class 13 contains 125439 members 
Mstep: Class 14 contains 5818 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100816 members 
Mstep: Class 17 contains 5606 members 
Mstep: Class 18 contains 22031 members 
Mstep: Class 19 contains 67700 members 
Mstep: Class 20 contains 21458 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 6891 members 
Mstep: Class 23 contains 12796 members 
Mstep: Class 24 contains 14159 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 16176 members 
Mstep: Class 28 contains 6557 members 
Mstep: Class 29 contains 4153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722192.000000 Penalty: 101055.156250
Iteration 141Q: 30 clusters Score -1.577222e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84353 members 
Mstep: Class 2 contains 31096 members 
Mstep: Class 3 contains 54780 members 
Mstep: Class 4 contains 285648 members 
Mstep: Class 5 contains 43168 members 
Mstep: Class 6 contains 46610 members 
Mstep: Class 7 contains 2761 members 
Mstep: Class 8 contains 106385 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 15839 members 
Mstep: Class 11 contains 39297 members 
Mstep: Class 12 contains 134610 members 
Mstep: Class 13 contains 125427 members 
Mstep: Class 14 contains 5825 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100805 members 
Mstep: Class 17 contains 5607 members 
Mstep: Class 18 contains 22076 members 
Mstep: Class 19 contains 67695 members 
Mstep: Class 20 contains 21456 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 6915 members 
Mstep: Class 23 contains 12812 members 
Mstep: Class 24 contains 14129 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 16178 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 4124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722320.000000 Penalty: 101055.156250
Iteration 142Q: 30 clusters Score -1.577223e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 31093 members 
Mstep: Class 3 contains 54783 members 
Mstep: Class 4 contains 285650 members 
Mstep: Class 5 contains 43168 members 
Mstep: Class 6 contains 46603 members 
Mstep: Class 7 contains 2762 members 
Mstep: Class 8 contains 106387 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 15798 members 
Mstep: Class 11 contains 39296 members 
Mstep: Class 12 contains 134609 members 
Mstep: Class 13 contains 125421 members 
Mstep: Class 14 contains 5831 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100785 members 
Mstep: Class 17 contains 5606 members 
Mstep: Class 18 contains 22136 members 
Mstep: Class 19 contains 67689 members 
Mstep: Class 20 contains 21456 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 6937 members 
Mstep: Class 23 contains 12833 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3546 members 
Mstep: Class 27 contains 16176 members 
Mstep: Class 28 contains 6558 members 
Mstep: Class 29 contains 4102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722448.000000 Penalty: 101055.156250
Iteration 143Q: 30 clusters Score -1.577224e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 31089 members 
Mstep: Class 3 contains 54783 members 
Mstep: Class 4 contains 285654 members 
Mstep: Class 5 contains 43167 members 
Mstep: Class 6 contains 46597 members 
Mstep: Class 7 contains 2764 members 
Mstep: Class 8 contains 106387 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15746 members 
Mstep: Class 11 contains 39294 members 
Mstep: Class 12 contains 134596 members 
Mstep: Class 13 contains 125422 members 
Mstep: Class 14 contains 5834 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100780 members 
Mstep: Class 17 contains 5605 members 
Mstep: Class 18 contains 22189 members 
Mstep: Class 19 contains 67681 members 
Mstep: Class 20 contains 21456 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 6962 members 
Mstep: Class 23 contains 12859 members 
Mstep: Class 24 contains 14079 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 16175 members 
Mstep: Class 28 contains 6562 members 
Mstep: Class 29 contains 4088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722528.000000 Penalty: 101055.156250
Iteration 144Q: 30 clusters Score -1.577225e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 31086 members 
Mstep: Class 3 contains 54787 members 
Mstep: Class 4 contains 285658 members 
Mstep: Class 5 contains 43166 members 
Mstep: Class 6 contains 46594 members 
Mstep: Class 7 contains 2762 members 
Mstep: Class 8 contains 106377 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15700 members 
Mstep: Class 11 contains 39297 members 
Mstep: Class 12 contains 134590 members 
Mstep: Class 13 contains 125421 members 
Mstep: Class 14 contains 5833 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100786 members 
Mstep: Class 17 contains 5605 members 
Mstep: Class 18 contains 22237 members 
Mstep: Class 19 contains 67673 members 
Mstep: Class 20 contains 21454 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 6973 members 
Mstep: Class 23 contains 12884 members 
Mstep: Class 24 contains 14057 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 16175 members 
Mstep: Class 28 contains 6565 members 
Mstep: Class 29 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722672.000000 Penalty: 101055.156250
Iteration 145Q: 30 clusters Score -1.577227e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 31079 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 285660 members 
Mstep: Class 5 contains 43168 members 
Mstep: Class 6 contains 46598 members 
Mstep: Class 7 contains 2762 members 
Mstep: Class 8 contains 106373 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15666 members 
Mstep: Class 11 contains 39298 members 
Mstep: Class 12 contains 134579 members 
Mstep: Class 13 contains 125422 members 
Mstep: Class 14 contains 5835 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100771 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22266 members 
Mstep: Class 19 contains 67669 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 12909 members 
Mstep: Class 24 contains 14040 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3575 members 
Mstep: Class 27 contains 16173 members 
Mstep: Class 28 contains 6569 members 
Mstep: Class 29 contains 4073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722704.000000 Penalty: 101055.156250
Iteration 146Q: 30 clusters Score -1.577227e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 31078 members 
Mstep: Class 3 contains 54789 members 
Mstep: Class 4 contains 285663 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46594 members 
Mstep: Class 7 contains 2762 members 
Mstep: Class 8 contains 106371 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15629 members 
Mstep: Class 11 contains 39299 members 
Mstep: Class 12 contains 134575 members 
Mstep: Class 13 contains 125424 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100765 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22294 members 
Mstep: Class 19 contains 67668 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7007 members 
Mstep: Class 23 contains 12928 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3587 members 
Mstep: Class 27 contains 16174 members 
Mstep: Class 28 contains 6570 members 
Mstep: Class 29 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722688.000000 Penalty: 101055.156250
Iteration 147Q: 30 clusters Score -1.577227e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 31079 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285669 members 
Mstep: Class 5 contains 43172 members 
Mstep: Class 6 contains 46591 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 106370 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15592 members 
Mstep: Class 11 contains 39297 members 
Mstep: Class 12 contains 134572 members 
Mstep: Class 13 contains 125422 members 
Mstep: Class 14 contains 5840 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100752 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22316 members 
Mstep: Class 19 contains 67663 members 
Mstep: Class 20 contains 21452 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7017 members 
Mstep: Class 23 contains 12955 members 
Mstep: Class 24 contains 14014 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3601 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6566 members 
Mstep: Class 29 contains 4059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722688.000000 Penalty: 101055.156250
Iteration 148Q: 30 clusters Score -1.577227e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 31080 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285681 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 46588 members 
Mstep: Class 7 contains 2767 members 
Mstep: Class 8 contains 106366 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15553 members 
Mstep: Class 11 contains 39294 members 
Mstep: Class 12 contains 134571 members 
Mstep: Class 13 contains 125413 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100746 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22342 members 
Mstep: Class 19 contains 67658 members 
Mstep: Class 20 contains 21454 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7024 members 
Mstep: Class 23 contains 12982 members 
Mstep: Class 24 contains 13997 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 16170 members 
Mstep: Class 28 contains 6567 members 
Mstep: Class 29 contains 4056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722672.000000 Penalty: 101055.156250
Iteration 149Q: 30 clusters Score -1.577227e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 31079 members 
Mstep: Class 3 contains 54788 members 
Mstep: Class 4 contains 285689 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 46588 members 
Mstep: Class 7 contains 2771 members 
Mstep: Class 8 contains 106366 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15514 members 
Mstep: Class 11 contains 39291 members 
Mstep: Class 12 contains 134567 members 
Mstep: Class 13 contains 125411 members 
Mstep: Class 14 contains 5843 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100752 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22365 members 
Mstep: Class 19 contains 67654 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7034 members 
Mstep: Class 23 contains 12996 members 
Mstep: Class 24 contains 13986 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3624 members 
Mstep: Class 27 contains 16170 members 
Mstep: Class 28 contains 6565 members 
Mstep: Class 29 contains 4053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722864.000000 Penalty: 101055.156250
Iteration 150Q: 30 clusters Score -1.577229e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 31076 members 
Mstep: Class 3 contains 54788 members 
Mstep: Class 4 contains 285693 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46587 members 
Mstep: Class 7 contains 2775 members 
Mstep: Class 8 contains 106368 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15467 members 
Mstep: Class 11 contains 39291 members 
Mstep: Class 12 contains 134564 members 
Mstep: Class 13 contains 125409 members 
Mstep: Class 14 contains 5850 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100747 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22385 members 
Mstep: Class 19 contains 67648 members 
Mstep: Class 20 contains 21452 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7053 members 
Mstep: Class 23 contains 13011 members 
Mstep: Class 24 contains 13975 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3636 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6562 members 
Mstep: Class 29 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722960.000000 Penalty: 101055.156250
Iteration 151Q: 30 clusters Score -1.57723e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 31071 members 
Mstep: Class 3 contains 54789 members 
Mstep: Class 4 contains 285699 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46589 members 
Mstep: Class 7 contains 2782 members 
Mstep: Class 8 contains 106370 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15429 members 
Mstep: Class 11 contains 39288 members 
Mstep: Class 12 contains 134562 members 
Mstep: Class 13 contains 125406 members 
Mstep: Class 14 contains 5855 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100734 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22401 members 
Mstep: Class 19 contains 67647 members 
Mstep: Class 20 contains 21452 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7069 members 
Mstep: Class 23 contains 13030 members 
Mstep: Class 24 contains 13956 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3646 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6563 members 
Mstep: Class 29 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722928.000000 Penalty: 101055.156250
Iteration 152Q: 30 clusters Score -1.577229e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 31068 members 
Mstep: Class 3 contains 54789 members 
Mstep: Class 4 contains 285714 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46588 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 106367 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15386 members 
Mstep: Class 11 contains 39287 members 
Mstep: Class 12 contains 134556 members 
Mstep: Class 13 contains 125408 members 
Mstep: Class 14 contains 5860 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100731 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22421 members 
Mstep: Class 19 contains 67646 members 
Mstep: Class 20 contains 21449 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 13936 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3654 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6566 members 
Mstep: Class 29 contains 4049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722640.000000 Penalty: 101055.156250
Iteration 153Q: 30 clusters Score -1.577226e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 31058 members 
Mstep: Class 3 contains 54789 members 
Mstep: Class 4 contains 285724 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46584 members 
Mstep: Class 7 contains 2795 members 
Mstep: Class 8 contains 106370 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15344 members 
Mstep: Class 11 contains 39285 members 
Mstep: Class 12 contains 134551 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5865 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100735 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22436 members 
Mstep: Class 19 contains 67642 members 
Mstep: Class 20 contains 21449 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7096 members 
Mstep: Class 23 contains 13062 members 
Mstep: Class 24 contains 13910 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3666 members 
Mstep: Class 27 contains 16170 members 
Mstep: Class 28 contains 6566 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722752.000000 Penalty: 101055.156250
Iteration 154Q: 30 clusters Score -1.577228e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 31056 members 
Mstep: Class 3 contains 54788 members 
Mstep: Class 4 contains 285731 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 46590 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 106366 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15301 members 
Mstep: Class 11 contains 39285 members 
Mstep: Class 12 contains 134541 members 
Mstep: Class 13 contains 125421 members 
Mstep: Class 14 contains 5869 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100734 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22452 members 
Mstep: Class 19 contains 67637 members 
Mstep: Class 20 contains 21447 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7111 members 
Mstep: Class 23 contains 13076 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3671 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6569 members 
Mstep: Class 29 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722816.000000 Penalty: 101055.156250
Iteration 155Q: 30 clusters Score -1.577228e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 31056 members 
Mstep: Class 3 contains 54789 members 
Mstep: Class 4 contains 285736 members 
Mstep: Class 5 contains 43170 members 
Mstep: Class 6 contains 46585 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 106365 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15261 members 
Mstep: Class 11 contains 39282 members 
Mstep: Class 12 contains 134541 members 
Mstep: Class 13 contains 125428 members 
Mstep: Class 14 contains 5872 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100728 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22465 members 
Mstep: Class 19 contains 67633 members 
Mstep: Class 20 contains 21447 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7123 members 
Mstep: Class 23 contains 13093 members 
Mstep: Class 24 contains 13880 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3680 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6571 members 
Mstep: Class 29 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722928.000000 Penalty: 101055.156250
Iteration 156Q: 30 clusters Score -1.577229e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 31055 members 
Mstep: Class 3 contains 54789 members 
Mstep: Class 4 contains 285738 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46583 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 106363 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15233 members 
Mstep: Class 11 contains 39280 members 
Mstep: Class 12 contains 134536 members 
Mstep: Class 13 contains 125434 members 
Mstep: Class 14 contains 5872 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100719 members 
Mstep: Class 17 contains 5603 members 
Mstep: Class 18 contains 22485 members 
Mstep: Class 19 contains 67627 members 
Mstep: Class 20 contains 21447 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7134 members 
Mstep: Class 23 contains 13111 members 
Mstep: Class 24 contains 13866 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3687 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6574 members 
Mstep: Class 29 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722768.000000 Penalty: 101055.156250
Iteration 157Q: 30 clusters Score -1.577228e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 31054 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 285742 members 
Mstep: Class 5 contains 43172 members 
Mstep: Class 6 contains 46590 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 106357 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 39274 members 
Mstep: Class 12 contains 134526 members 
Mstep: Class 13 contains 125439 members 
Mstep: Class 14 contains 5872 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100717 members 
Mstep: Class 17 contains 5602 members 
Mstep: Class 18 contains 22498 members 
Mstep: Class 19 contains 67628 members 
Mstep: Class 20 contains 21448 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7146 members 
Mstep: Class 23 contains 13125 members 
Mstep: Class 24 contains 13854 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3696 members 
Mstep: Class 27 contains 16170 members 
Mstep: Class 28 contains 6581 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722912.000000 Penalty: 101055.156250
Iteration 158Q: 30 clusters Score -1.577229e+08 nChanged 138
Entering ConstructFrom: 
Score: -157722912.000000 Penalty: 101055.156250
Entering ConstructFrom: 
Trying to split cluster 1 (84325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Entering Unmasked Estep 
Score: -10883412.000000 Penalty: 2812.923584
	Iteration 0F: 2 clusters Score -1.088341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -10827033.000000 Penalty: 5625.847168
	Iteration 0F: 3 clusters Score -1.082703e+07 nChanged 39643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -10849718.000000 Penalty: 5625.847168
	Iteration 1F: 3 clusters Score -1.084972e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -10850853.000000 Penalty: 5625.847168
	Iteration 2Q: 3 clusters Score -1.085085e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -10852293.000000 Penalty: 5625.847168
	Iteration 3Q: 3 clusters Score -1.085229e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -10854604.000000 Penalty: 5625.847168
	Iteration 4F: 3 clusters Score -1.08546e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -10858266.000000 Penalty: 5625.847168
	Iteration 5F: 3 clusters Score -1.085827e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -10863011.000000 Penalty: 5625.847168
	Iteration 6F: 3 clusters Score -1.086301e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -10868670.000000 Penalty: 5625.847168
	Iteration 7F: 3 clusters Score -1.086867e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -10873766.000000 Penalty: 5625.847168
	Iteration 8F: 3 clusters Score -1.087377e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 80265 members 
Entering Unmasked Estep 
Score: -10877396.000000 Penalty: 5625.847168
	Iteration 9Q: 3 clusters Score -1.08774e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 82461 members 
Entering Unmasked Estep 
Score: -10879360.000000 Penalty: 5625.847168
	Iteration 10Q: 3 clusters Score -1.087936e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -10880172.000000 Penalty: 5625.847168
	Iteration 11Q: 3 clusters Score -1.088017e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -10880535.000000 Penalty: 5625.847168
	Iteration 12Q: 3 clusters Score -1.088054e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -10880665.000000 Penalty: 5625.847168
	Iteration 13Q: 3 clusters Score -1.088066e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -10880758.000000 Penalty: 5625.847168
	Iteration 14Q: 3 clusters Score -1.088076e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -10880832.000000 Penalty: 5625.847168
	Iteration 15Q: 3 clusters Score -1.088083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 84038 members 
Entering Unmasked Estep 
Score: -10880862.000000 Penalty: 5625.847168
	Iteration 16Q: 3 clusters Score -1.088086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -10880887.000000 Penalty: 5625.847168
	Iteration 17Q: 3 clusters Score -1.088089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -10880914.000000 Penalty: 5625.847168
	Iteration 18Q: 3 clusters Score -1.088091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 84068 members 
Entering Unmasked Estep 
Score: -10880918.000000 Penalty: 5625.847168
	Iteration 19Q: 3 clusters Score -1.088092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -10880937.000000 Penalty: 5625.847168
	Iteration 20F: 3 clusters Score -1.088094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -10880944.000000 Penalty: 5625.847168
	Iteration 21Q: 3 clusters Score -1.088094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 84077 members 
Entering Unmasked Estep 
Score: -10880945.000000 Penalty: 5625.847168
	Iteration 22Q: 3 clusters Score -1.088094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 84079 members 
Entering Unmasked Estep 
Score: -10880959.000000 Penalty: 5625.847168
	Iteration 23Q: 3 clusters Score -1.088096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 84077 members 
Entering Unmasked Estep 
Score: -10880969.000000 Penalty: 5625.847168
	Iteration 24Q: 3 clusters Score -1.088097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 84075 members 
Entering Unmasked Estep 
Score: -10880974.000000 Penalty: 5625.847168
	Iteration 25Q: 3 clusters Score -1.088097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 84075 members 
Entering Unmasked Estep 
Score: -10880974.000000 Penalty: 5625.847168
	Iteration 26F: 3 clusters Score -1.088097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Entering Unmasked Estep 
Score: -3912509.750000 Penalty: 2565.151855
	Iteration 0F: 2 clusters Score -3912510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3891296.500000 Penalty: 5130.303711
	Iteration 0F: 3 clusters Score -3891296 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3899419.250000 Penalty: 5130.303711
	Iteration 1F: 3 clusters Score -3899419 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3900314.000000 Penalty: 5130.303711
	Iteration 2F: 3 clusters Score -3900314 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3901251.250000 Penalty: 5130.303711
	Iteration 3F: 3 clusters Score -3901251 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -3902391.500000 Penalty: 5130.303711
	Iteration 4F: 3 clusters Score -3902392 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -3903756.750000 Penalty: 5130.303711
	Iteration 5F: 3 clusters Score -3903757 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3905266.750000 Penalty: 5130.303711
	Iteration 6F: 3 clusters Score -3905267 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3906784.500000 Penalty: 5130.303711
	Iteration 7F: 3 clusters Score -3906784 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3908117.250000 Penalty: 5130.303711
	Iteration 8F: 3 clusters Score -3908117 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3909177.750000 Penalty: 5130.303711
	Iteration 9Q: 3 clusters Score -3909178 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3909813.000000 Penalty: 5130.303711
	Iteration 10Q: 3 clusters Score -3909813 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3910195.750000 Penalty: 5130.303711
	Iteration 11Q: 3 clusters Score -3910196 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3910404.500000 Penalty: 5130.303711
	Iteration 12Q: 3 clusters Score -3910404 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3910579.250000 Penalty: 5130.303711
	Iteration 13Q: 3 clusters Score -3910579 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3910681.500000 Penalty: 5130.303711
	Iteration 14Q: 3 clusters Score -3910682 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3910760.000000 Penalty: 5130.303711
	Iteration 15Q: 3 clusters Score -3910760 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3910846.750000 Penalty: 5130.303711
	Iteration 16Q: 3 clusters Score -3910847 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3910924.250000 Penalty: 5130.303711
	Iteration 17Q: 3 clusters Score -3910924 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3910979.000000 Penalty: 5130.303711
	Iteration 18Q: 3 clusters Score -3910979 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3911014.250000 Penalty: 5130.303711
	Iteration 19Q: 3 clusters Score -3911014 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -3911047.250000 Penalty: 5130.303711
	Iteration 20F: 3 clusters Score -3911047 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3911065.750000 Penalty: 5130.303711
	Iteration 21Q: 3 clusters Score -3911066 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3911090.250000 Penalty: 5130.303711
	Iteration 22Q: 3 clusters Score -3911090 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -3911111.500000 Penalty: 5130.303711
	Iteration 23Q: 3 clusters Score -3911112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -3911111.750000 Penalty: 5130.303711
	Iteration 24Q: 3 clusters Score -3911112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3911129.000000 Penalty: 5130.303711
	Iteration 25Q: 3 clusters Score -3911129 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3911152.750000 Penalty: 5130.303711
	Iteration 26Q: 3 clusters Score -3911153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3911169.750000 Penalty: 5130.303711
	Iteration 27Q: 3 clusters Score -3911170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3911183.000000 Penalty: 5130.303711
	Iteration 28Q: 3 clusters Score -3911183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -3911191.000000 Penalty: 5130.303711
	Iteration 29Q: 3 clusters Score -3911191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3911193.500000 Penalty: 5130.303711
	Iteration 30Q: 3 clusters Score -3911194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3911194.500000 Penalty: 5130.303711
	Iteration 31Q: 3 clusters Score -3911194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3911198.500000 Penalty: 5130.303711
	Iteration 32Q: 3 clusters Score -3911198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3911202.000000 Penalty: 5130.303711
	Iteration 33Q: 3 clusters Score -3911202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3911202.000000 Penalty: 5130.303711
	Iteration 34Q: 3 clusters Score -3911202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3911206.000000 Penalty: 5130.303711
	Iteration 35Q: 3 clusters Score -3911206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3911211.750000 Penalty: 5130.303711
	Iteration 36Q: 3 clusters Score -3911212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3911220.000000 Penalty: 5130.303711
	Iteration 37Q: 3 clusters Score -3911220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -3911235.250000 Penalty: 5130.303711
	Iteration 38Q: 3 clusters Score -3911235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3911245.750000 Penalty: 5130.303711
	Iteration 39Q: 3 clusters Score -3911246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3911240.500000 Penalty: 5130.303711
	Iteration 40F: 3 clusters Score -3911240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3911243.000000 Penalty: 5130.303711
	Iteration 41Q: 3 clusters Score -3911243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -3911237.750000 Penalty: 5130.303711
	Iteration 42Q: 3 clusters Score -3911238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -3911239.500000 Penalty: 5130.303711
	Iteration 43Q: 3 clusters Score -3911240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3911249.000000 Penalty: 5130.303711
	Iteration 44Q: 3 clusters Score -3911249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -3911252.750000 Penalty: 5130.303711
	Iteration 45Q: 3 clusters Score -3911253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -3911257.000000 Penalty: 5130.303711
	Iteration 46Q: 3 clusters Score -3911257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -3911265.750000 Penalty: 5130.303711
	Iteration 47Q: 3 clusters Score -3911266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3911272.750000 Penalty: 5130.303711
	Iteration 48Q: 3 clusters Score -3911273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3911273.500000 Penalty: 5130.303711
	Iteration 49Q: 3 clusters Score -3911274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3911281.250000 Penalty: 5130.303711
	Iteration 50Q: 3 clusters Score -3911281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3911278.500000 Penalty: 5130.303711
	Iteration 51Q: 3 clusters Score -3911278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3911281.000000 Penalty: 5130.303711
	Iteration 52Q: 3 clusters Score -3911281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -3911288.750000 Penalty: 5130.303711
	Iteration 53Q: 3 clusters Score -3911289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3911288.500000 Penalty: 5130.303711
	Iteration 54Q: 3 clusters Score -3911288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3911286.250000 Penalty: 5130.303711
	Iteration 55Q: 3 clusters Score -3911286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -3911283.750000 Penalty: 5130.303711
	Iteration 56Q: 3 clusters Score -3911284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3911285.750000 Penalty: 5130.303711
	Iteration 57Q: 3 clusters Score -3911286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3911288.750000 Penalty: 5130.303711
	Iteration 58Q: 3 clusters Score -3911289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -3911292.250000 Penalty: 5130.303711
	Iteration 59Q: 3 clusters Score -3911292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -3911287.750000 Penalty: 5130.303711
	Iteration 60F: 3 clusters Score -3911288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3911294.000000 Penalty: 5130.303711
	Iteration 61Q: 3 clusters Score -3911294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -3911296.250000 Penalty: 5130.303711
	Iteration 62Q: 3 clusters Score -3911296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -3911298.500000 Penalty: 5130.303711
	Iteration 63Q: 3 clusters Score -3911298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3911303.000000 Penalty: 5130.303711
	Iteration 64Q: 3 clusters Score -3911303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -3911301.000000 Penalty: 5130.303711
	Iteration 65Q: 3 clusters Score -3911301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -3911304.250000 Penalty: 5130.303711
	Iteration 66Q: 3 clusters Score -3911304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -3911304.750000 Penalty: 5130.303711
	Iteration 67Q: 3 clusters Score -3911305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3911304.250000 Penalty: 5130.303711
	Iteration 68Q: 3 clusters Score -3911304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3911302.500000 Penalty: 5130.303711
	Iteration 69Q: 3 clusters Score -3911302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -3911304.250000 Penalty: 5130.303711
	Iteration 70Q: 3 clusters Score -3911304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3911312.250000 Penalty: 5130.303711
	Iteration 71Q: 3 clusters Score -3911312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3911311.250000 Penalty: 5130.303711
	Iteration 72Q: 3 clusters Score -3911311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3911307.500000 Penalty: 5130.303711
	Iteration 73Q: 3 clusters Score -3911308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -3911305.250000 Penalty: 5130.303711
	Iteration 74Q: 3 clusters Score -3911305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3911304.750000 Penalty: 5130.303711
	Iteration 75Q: 3 clusters Score -3911305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -3911307.000000 Penalty: 5130.303711
	Iteration 76Q: 3 clusters Score -3911307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -3911308.750000 Penalty: 5130.303711
	Iteration 77Q: 3 clusters Score -3911309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3911313.250000 Penalty: 5130.303711
	Iteration 78Q: 3 clusters Score -3911313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3911310.750000 Penalty: 5130.303711
	Iteration 79Q: 3 clusters Score -3911311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3911309.000000 Penalty: 5130.303711
	Iteration 80F: 3 clusters Score -3911309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3911309.250000 Penalty: 5130.303711
	Iteration 81Q: 3 clusters Score -3911309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -3911312.500000 Penalty: 5130.303711
	Iteration 82Q: 3 clusters Score -3911312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -3911314.750000 Penalty: 5130.303711
	Iteration 83Q: 3 clusters Score -3911315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -3911319.750000 Penalty: 5130.303711
	Iteration 84Q: 3 clusters Score -3911320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -3911324.000000 Penalty: 5130.303711
	Iteration 85Q: 3 clusters Score -3911324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3911320.750000 Penalty: 5130.303711
	Iteration 86Q: 3 clusters Score -3911321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -3911321.750000 Penalty: 5130.303711
	Iteration 87Q: 3 clusters Score -3911322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3911322.000000 Penalty: 5130.303711
	Iteration 88Q: 3 clusters Score -3911322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3911322.000000 Penalty: 5130.303711
	Iteration 89F: 3 clusters Score -3911322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Entering Unmasked Estep 
Score: -7129748.000000 Penalty: 2705.993164
	Iteration 0F: 2 clusters Score -7129748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -7093041.500000 Penalty: 5411.986328
	Iteration 0F: 3 clusters Score -7093042 nChanged 25263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -7107191.500000 Penalty: 5411.986328
	Iteration 1F: 3 clusters Score -7107192 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -7107978.500000 Penalty: 5411.986328
	Iteration 2Q: 3 clusters Score -7107978 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -7108917.000000 Penalty: 5411.986328
	Iteration 3Q: 3 clusters Score -7108917 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -7109944.500000 Penalty: 5411.986328
	Iteration 4Q: 3 clusters Score -7109944 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -7111125.000000 Penalty: 5411.986328
	Iteration 5Q: 3 clusters Score -7111125 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -7112409.000000 Penalty: 5411.986328
	Iteration 6Q: 3 clusters Score -7112409 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -7113833.000000 Penalty: 5411.986328
	Iteration 7Q: 3 clusters Score -7113833 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -7115307.000000 Penalty: 5411.986328
	Iteration 8Q: 3 clusters Score -7115307 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -7116829.500000 Penalty: 5411.986328
	Iteration 9Q: 3 clusters Score -7116830 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -7118240.000000 Penalty: 5411.986328
	Iteration 10Q: 3 clusters Score -7118240 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -7119658.000000 Penalty: 5411.986328
	Iteration 11Q: 3 clusters Score -7119658 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -7121086.500000 Penalty: 5411.986328
	Iteration 12Q: 3 clusters Score -7121086 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -7122531.500000 Penalty: 5411.986328
	Iteration 13Q: 3 clusters Score -7122532 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -7123930.500000 Penalty: 5411.986328
	Iteration 14Q: 3 clusters Score -7123930 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -7125002.000000 Penalty: 5411.986328
	Iteration 15Q: 3 clusters Score -7125002 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -7125777.500000 Penalty: 5411.986328
	Iteration 16Q: 3 clusters Score -7125778 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -7126281.500000 Penalty: 5411.986328
	Iteration 17Q: 3 clusters Score -7126282 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -7126625.000000 Penalty: 5411.986328
	Iteration 18Q: 3 clusters Score -7126625 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -7126861.000000 Penalty: 5411.986328
	Iteration 19Q: 3 clusters Score -7126861 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -7127058.500000 Penalty: 5411.986328
	Iteration 20F: 3 clusters Score -7127058 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -7127166.000000 Penalty: 5411.986328
	Iteration 21Q: 3 clusters Score -7127166 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -7127238.500000 Penalty: 5411.986328
	Iteration 22Q: 3 clusters Score -7127238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -7127297.000000 Penalty: 5411.986328
	Iteration 23Q: 3 clusters Score -7127297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -7127331.000000 Penalty: 5411.986328
	Iteration 24Q: 3 clusters Score -7127331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -7127372.000000 Penalty: 5411.986328
	Iteration 25Q: 3 clusters Score -7127372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -7127393.000000 Penalty: 5411.986328
	Iteration 26Q: 3 clusters Score -7127393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -7127409.000000 Penalty: 5411.986328
	Iteration 27Q: 3 clusters Score -7127409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -7127420.500000 Penalty: 5411.986328
	Iteration 28Q: 3 clusters Score -7127420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -7127435.000000 Penalty: 5411.986328
	Iteration 29Q: 3 clusters Score -7127435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -7127448.000000 Penalty: 5411.986328
	Iteration 30Q: 3 clusters Score -7127448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -7127459.000000 Penalty: 5411.986328
	Iteration 31Q: 3 clusters Score -7127459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -7127463.000000 Penalty: 5411.986328
	Iteration 32Q: 3 clusters Score -7127463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -7127472.500000 Penalty: 5411.986328
	Iteration 33Q: 3 clusters Score -7127472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -7127481.000000 Penalty: 5411.986328
	Iteration 34Q: 3 clusters Score -7127481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -7127485.500000 Penalty: 5411.986328
	Iteration 35Q: 3 clusters Score -7127486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -7127483.000000 Penalty: 5411.986328
	Iteration 36Q: 3 clusters Score -7127483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -7127485.000000 Penalty: 5411.986328
	Iteration 37Q: 3 clusters Score -7127485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -7127489.500000 Penalty: 5411.986328
	Iteration 38Q: 3 clusters Score -7127490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -7127479.500000 Penalty: 5411.986328
	Iteration 39Q: 3 clusters Score -7127480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -7127494.000000 Penalty: 5411.986328
	Iteration 40F: 3 clusters Score -7127494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -7127489.000000 Penalty: 5411.986328
	Iteration 41Q: 3 clusters Score -7127489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -7127493.500000 Penalty: 5411.986328
	Iteration 42Q: 3 clusters Score -7127494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -7127495.500000 Penalty: 5411.986328
	Iteration 43Q: 3 clusters Score -7127496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -7127503.500000 Penalty: 5411.986328
	Iteration 44Q: 3 clusters Score -7127504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -7127504.000000 Penalty: 5411.986328
	Iteration 45Q: 3 clusters Score -7127504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -7127505.500000 Penalty: 5411.986328
	Iteration 46Q: 3 clusters Score -7127506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -7127505.500000 Penalty: 5411.986328
	Iteration 47Q: 3 clusters Score -7127506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -7127508.500000 Penalty: 5411.986328
	Iteration 48Q: 3 clusters Score -7127508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -7127509.000000 Penalty: 5411.986328
	Iteration 49Q: 3 clusters Score -7127509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -7127506.000000 Penalty: 5411.986328
	Iteration 50Q: 3 clusters Score -7127506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -7127508.000000 Penalty: 5411.986328
	Iteration 51Q: 3 clusters Score -7127508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -7127507.000000 Penalty: 5411.986328
	Iteration 52Q: 3 clusters Score -7127507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -7127509.000000 Penalty: 5411.986328
	Iteration 53Q: 3 clusters Score -7127509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -7127509.000000 Penalty: 5411.986328
	Iteration 54F: 3 clusters Score -7127509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (285752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285752 members 
Entering Unmasked Estep 
Score: -36859216.000000 Penalty: 3115.594238
	Iteration 0F: 2 clusters Score -3.685922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142881 members 
Mstep: Class 2 contains 142871 members 
Entering Unmasked Estep 
Score: -36685540.000000 Penalty: 6231.188477
	Iteration 0F: 3 clusters Score -3.668554e+07 nChanged 138388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145811 members 
Mstep: Class 2 contains 139941 members 
Entering Unmasked Estep 
Score: -36767888.000000 Penalty: 6231.188477
	Iteration 1F: 3 clusters Score -3.676789e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146707 members 
Mstep: Class 2 contains 139045 members 
Entering Unmasked Estep 
Score: -36768932.000000 Penalty: 6231.188477
	Iteration 2Q: 3 clusters Score -3.676893e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147727 members 
Mstep: Class 2 contains 138025 members 
Entering Unmasked Estep 
Score: -36770352.000000 Penalty: 6231.188477
	Iteration 3Q: 3 clusters Score -3.677035e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148913 members 
Mstep: Class 2 contains 136839 members 
Entering Unmasked Estep 
Score: -36772060.000000 Penalty: 6231.188477
	Iteration 4Q: 3 clusters Score -3.677206e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 135436 members 
Entering Unmasked Estep 
Score: -36774516.000000 Penalty: 6231.188477
	Iteration 5Q: 3 clusters Score -3.677452e+07 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151931 members 
Mstep: Class 2 contains 133821 members 
Entering Unmasked Estep 
Score: -36778216.000000 Penalty: 6231.188477
	Iteration 6Q: 3 clusters Score -3.677822e+07 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153559 members 
Mstep: Class 2 contains 132193 members 
Entering Unmasked Estep 
Score: -36783908.000000 Penalty: 6231.188477
	Iteration 7Q: 3 clusters Score -3.678391e+07 nChanged 15219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154712 members 
Mstep: Class 2 contains 131040 members 
Entering Unmasked Estep 
Score: -36792372.000000 Penalty: 6231.188477
	Iteration 8F: 3 clusters Score -3.679237e+07 nChanged 17435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154787 members 
Mstep: Class 2 contains 130965 members 
Entering Unmasked Estep 
Score: -36803944.000000 Penalty: 6231.188477
	Iteration 9F: 3 clusters Score -3.680394e+07 nChanged 18219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153504 members 
Mstep: Class 2 contains 132248 members 
Entering Unmasked Estep 
Score: -36816352.000000 Penalty: 6231.188477
	Iteration 10F: 3 clusters Score -3.681635e+07 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151318 members 
Mstep: Class 2 contains 134434 members 
Entering Unmasked Estep 
Score: -36822664.000000 Penalty: 6231.188477
	Iteration 11F: 3 clusters Score -3.682266e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148856 members 
Mstep: Class 2 contains 136896 members 
Entering Unmasked Estep 
Score: -36824424.000000 Penalty: 6231.188477
	Iteration 12Q: 3 clusters Score -3.682442e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146287 members 
Mstep: Class 2 contains 139465 members 
Entering Unmasked Estep 
Score: -36824768.000000 Penalty: 6231.188477
	Iteration 13Q: 3 clusters Score -3.682477e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 142135 members 
Entering Unmasked Estep 
Score: -36824876.000000 Penalty: 6231.188477
	Iteration 14Q: 3 clusters Score -3.682488e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140933 members 
Mstep: Class 2 contains 144819 members 
Entering Unmasked Estep 
Score: -36824980.000000 Penalty: 6231.188477
	Iteration 15Q: 3 clusters Score -3.682498e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137896 members 
Mstep: Class 2 contains 147856 members 
Entering Unmasked Estep 
Score: -36824968.000000 Penalty: 6231.188477
	Iteration 16Q: 3 clusters Score -3.682497e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134451 members 
Mstep: Class 2 contains 151301 members 
Entering Unmasked Estep 
Score: -36824804.000000 Penalty: 6231.188477
	Iteration 17Q: 3 clusters Score -3.68248e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130664 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -36824960.000000 Penalty: 6231.188477
	Iteration 18Q: 3 clusters Score -3.682496e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126201 members 
Mstep: Class 2 contains 159551 members 
Entering Unmasked Estep 
Score: -36825128.000000 Penalty: 6231.188477
	Iteration 19Q: 3 clusters Score -3.682513e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121043 members 
Mstep: Class 2 contains 164709 members 
Entering Unmasked Estep 
Score: -36825256.000000 Penalty: 6231.188477
	Iteration 20F: 3 clusters Score -3.682526e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115377 members 
Mstep: Class 2 contains 170375 members 
Entering Unmasked Estep 
Score: -36825576.000000 Penalty: 6231.188477
	Iteration 21Q: 3 clusters Score -3.682558e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109111 members 
Mstep: Class 2 contains 176641 members 
Entering Unmasked Estep 
Score: -36826200.000000 Penalty: 6231.188477
	Iteration 22Q: 3 clusters Score -3.68262e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 183293 members 
Entering Unmasked Estep 
Score: -36826940.000000 Penalty: 6231.188477
	Iteration 23Q: 3 clusters Score -3.682694e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 190181 members 
Entering Unmasked Estep 
Score: -36827964.000000 Penalty: 6231.188477
	Iteration 24Q: 3 clusters Score -3.682796e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Mstep: Class 2 contains 197175 members 
Entering Unmasked Estep 
Score: -36828904.000000 Penalty: 6231.188477
	Iteration 25Q: 3 clusters Score -3.68289e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 204036 members 
Entering Unmasked Estep 
Score: -36829948.000000 Penalty: 6231.188477
	Iteration 26Q: 3 clusters Score -3.682995e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 210528 members 
Entering Unmasked Estep 
Score: -36830912.000000 Penalty: 6231.188477
	Iteration 27Q: 3 clusters Score -3.683091e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69619 members 
Mstep: Class 2 contains 216133 members 
Entering Unmasked Estep 
Score: -36832452.000000 Penalty: 6231.188477
	Iteration 28Q: 3 clusters Score -3.683245e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 221149 members 
Entering Unmasked Estep 
Score: -36833912.000000 Penalty: 6231.188477
	Iteration 29Q: 3 clusters Score -3.683391e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 225498 members 
Entering Unmasked Estep 
Score: -36834996.000000 Penalty: 6231.188477
	Iteration 30Q: 3 clusters Score -3.6835e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 229310 members 
Entering Unmasked Estep 
Score: -36835704.000000 Penalty: 6231.188477
	Iteration 31Q: 3 clusters Score -3.68357e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 232772 members 
Entering Unmasked Estep 
Score: -36836444.000000 Penalty: 6231.188477
	Iteration 32Q: 3 clusters Score -3.683644e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 235899 members 
Entering Unmasked Estep 
Score: -36837096.000000 Penalty: 6231.188477
	Iteration 33Q: 3 clusters Score -3.68371e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 238761 members 
Entering Unmasked Estep 
Score: -36837744.000000 Penalty: 6231.188477
	Iteration 34Q: 3 clusters Score -3.683774e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 241292 members 
Entering Unmasked Estep 
Score: -36838204.000000 Penalty: 6231.188477
	Iteration 35Q: 3 clusters Score -3.68382e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 243603 members 
Entering Unmasked Estep 
Score: -36838584.000000 Penalty: 6231.188477
	Iteration 36Q: 3 clusters Score -3.683858e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 245706 members 
Entering Unmasked Estep 
Score: -36838936.000000 Penalty: 6231.188477
	Iteration 37Q: 3 clusters Score -3.683894e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 247649 members 
Entering Unmasked Estep 
Score: -36839156.000000 Penalty: 6231.188477
	Iteration 38Q: 3 clusters Score -3.683916e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 249436 members 
Entering Unmasked Estep 
Score: -36839636.000000 Penalty: 6231.188477
	Iteration 39Q: 3 clusters Score -3.683964e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 251096 members 
Entering Unmasked Estep 
Score: -36840192.000000 Penalty: 6231.188477
	Iteration 40F: 3 clusters Score -3.684019e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 252847 members 
Entering Unmasked Estep 
Score: -36840756.000000 Penalty: 6231.188477
	Iteration 41Q: 3 clusters Score -3.684076e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 254569 members 
Entering Unmasked Estep 
Score: -36841220.000000 Penalty: 6231.188477
	Iteration 42Q: 3 clusters Score -3.684122e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 256158 members 
Entering Unmasked Estep 
Score: -36841672.000000 Penalty: 6231.188477
	Iteration 43Q: 3 clusters Score -3.684167e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 257735 members 
Entering Unmasked Estep 
Score: -36842152.000000 Penalty: 6231.188477
	Iteration 44Q: 3 clusters Score -3.684215e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 259177 members 
Entering Unmasked Estep 
Score: -36842568.000000 Penalty: 6231.188477
	Iteration 45Q: 3 clusters Score -3.684257e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 260560 members 
Entering Unmasked Estep 
Score: -36843040.000000 Penalty: 6231.188477
	Iteration 46Q: 3 clusters Score -3.684304e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 261945 members 
Entering Unmasked Estep 
Score: -36843660.000000 Penalty: 6231.188477
	Iteration 47Q: 3 clusters Score -3.684366e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 263235 members 
Entering Unmasked Estep 
Score: -36844196.000000 Penalty: 6231.188477
	Iteration 48Q: 3 clusters Score -3.68442e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 264519 members 
Entering Unmasked Estep 
Score: -36844736.000000 Penalty: 6231.188477
	Iteration 49Q: 3 clusters Score -3.684474e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 265802 members 
Entering Unmasked Estep 
Score: -36845464.000000 Penalty: 6231.188477
	Iteration 50Q: 3 clusters Score -3.684546e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 267072 members 
Entering Unmasked Estep 
Score: -36845784.000000 Penalty: 6231.188477
	Iteration 51Q: 3 clusters Score -3.684578e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 268289 members 
Entering Unmasked Estep 
Score: -36846188.000000 Penalty: 6231.188477
	Iteration 52Q: 3 clusters Score -3.684619e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 269491 members 
Entering Unmasked Estep 
Score: -36846712.000000 Penalty: 6231.188477
	Iteration 53Q: 3 clusters Score -3.684671e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 270663 members 
Entering Unmasked Estep 
Score: -36847260.000000 Penalty: 6231.188477
	Iteration 54Q: 3 clusters Score -3.684726e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 271781 members 
Entering Unmasked Estep 
Score: -36847856.000000 Penalty: 6231.188477
	Iteration 55Q: 3 clusters Score -3.684786e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 272834 members 
Entering Unmasked Estep 
Score: -36848396.000000 Penalty: 6231.188477
	Iteration 56Q: 3 clusters Score -3.68484e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 273829 members 
Entering Unmasked Estep 
Score: -36848932.000000 Penalty: 6231.188477
	Iteration 57Q: 3 clusters Score -3.684893e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 274782 members 
Entering Unmasked Estep 
Score: -36849484.000000 Penalty: 6231.188477
	Iteration 58Q: 3 clusters Score -3.684948e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 275651 members 
Entering Unmasked Estep 
Score: -36849968.000000 Penalty: 6231.188477
	Iteration 59Q: 3 clusters Score -3.684997e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 276481 members 
Entering Unmasked Estep 
Score: -36850408.000000 Penalty: 6231.188477
	Iteration 60F: 3 clusters Score -3.685041e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 277261 members 
Entering Unmasked Estep 
Score: -36850952.000000 Penalty: 6231.188477
	Iteration 61Q: 3 clusters Score -3.685095e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 277985 members 
Entering Unmasked Estep 
Score: -36851256.000000 Penalty: 6231.188477
	Iteration 62Q: 3 clusters Score -3.685126e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 278660 members 
Entering Unmasked Estep 
Score: -36851672.000000 Penalty: 6231.188477
	Iteration 63Q: 3 clusters Score -3.685167e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 279296 members 
Entering Unmasked Estep 
Score: -36851880.000000 Penalty: 6231.188477
	Iteration 64Q: 3 clusters Score -3.685188e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 279881 members 
Entering Unmasked Estep 
Score: -36852268.000000 Penalty: 6231.188477
	Iteration 65Q: 3 clusters Score -3.685227e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 280394 members 
Entering Unmasked Estep 
Score: -36852708.000000 Penalty: 6231.188477
	Iteration 66Q: 3 clusters Score -3.685271e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 280847 members 
Entering Unmasked Estep 
Score: -36853072.000000 Penalty: 6231.188477
	Iteration 67Q: 3 clusters Score -3.685307e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 281269 members 
Entering Unmasked Estep 
Score: -36853396.000000 Penalty: 6231.188477
	Iteration 68Q: 3 clusters Score -3.68534e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 281643 members 
Entering Unmasked Estep 
Score: -36853676.000000 Penalty: 6231.188477
	Iteration 69Q: 3 clusters Score -3.685368e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 281967 members 
Entering Unmasked Estep 
Score: -36853964.000000 Penalty: 6231.188477
	Iteration 70Q: 3 clusters Score -3.685396e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 282270 members 
Entering Unmasked Estep 
Score: -36854284.000000 Penalty: 6231.188477
	Iteration 71Q: 3 clusters Score -3.685428e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 282524 members 
Entering Unmasked Estep 
Score: -36854456.000000 Penalty: 6231.188477
	Iteration 72Q: 3 clusters Score -3.685446e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 282772 members 
Entering Unmasked Estep 
Score: -36854772.000000 Penalty: 6231.188477
	Iteration 73Q: 3 clusters Score -3.685477e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 282965 members 
Entering Unmasked Estep 
Score: -36854888.000000 Penalty: 6231.188477
	Iteration 74Q: 3 clusters Score -3.685489e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 283135 members 
Entering Unmasked Estep 
Score: -36855036.000000 Penalty: 6231.188477
	Iteration 75Q: 3 clusters Score -3.685504e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 283290 members 
Entering Unmasked Estep 
Score: -36855152.000000 Penalty: 6231.188477
	Iteration 76Q: 3 clusters Score -3.685515e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 283407 members 
Entering Unmasked Estep 
Score: -36855224.000000 Penalty: 6231.188477
	Iteration 77Q: 3 clusters Score -3.685522e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 283506 members 
Entering Unmasked Estep 
Score: -36855368.000000 Penalty: 6231.188477
	Iteration 78Q: 3 clusters Score -3.685537e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 283607 members 
Entering Unmasked Estep 
Score: -36855432.000000 Penalty: 6231.188477
	Iteration 79Q: 3 clusters Score -3.685543e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 283692 members 
Entering Unmasked Estep 
Score: -36855528.000000 Penalty: 6231.188477
	Iteration 80F: 3 clusters Score -3.685553e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 283771 members 
Entering Unmasked Estep 
Score: -36855564.000000 Penalty: 6231.188477
	Iteration 81Q: 3 clusters Score -3.685556e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 283824 members 
Entering Unmasked Estep 
Score: -36855628.000000 Penalty: 6231.188477
	Iteration 82Q: 3 clusters Score -3.685563e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 283871 members 
Entering Unmasked Estep 
Score: -36855684.000000 Penalty: 6231.188477
	Iteration 83Q: 3 clusters Score -3.685568e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 283918 members 
Entering Unmasked Estep 
Score: -36855660.000000 Penalty: 6231.188477
	Iteration 84Q: 3 clusters Score -3.685566e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 283957 members 
Entering Unmasked Estep 
Score: -36855740.000000 Penalty: 6231.188477
	Iteration 85Q: 3 clusters Score -3.685574e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 283997 members 
Entering Unmasked Estep 
Score: -36855804.000000 Penalty: 6231.188477
	Iteration 86Q: 3 clusters Score -3.68558e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 284033 members 
Entering Unmasked Estep 
Score: -36855856.000000 Penalty: 6231.188477
	Iteration 87Q: 3 clusters Score -3.685586e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 284062 members 
Entering Unmasked Estep 
Score: -36855872.000000 Penalty: 6231.188477
	Iteration 88Q: 3 clusters Score -3.685587e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 284091 members 
Entering Unmasked Estep 
Score: -36855876.000000 Penalty: 6231.188477
	Iteration 89Q: 3 clusters Score -3.685588e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 284118 members 
Entering Unmasked Estep 
Score: -36855920.000000 Penalty: 6231.188477
	Iteration 90Q: 3 clusters Score -3.685592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 284146 members 
Entering Unmasked Estep 
Score: -36855932.000000 Penalty: 6231.188477
	Iteration 91Q: 3 clusters Score -3.685593e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 284171 members 
Entering Unmasked Estep 
Score: -36855936.000000 Penalty: 6231.188477
	Iteration 92Q: 3 clusters Score -3.685594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 284187 members 
Entering Unmasked Estep 
Score: -36855932.000000 Penalty: 6231.188477
	Iteration 93Q: 3 clusters Score -3.685593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 284202 members 
Entering Unmasked Estep 
Score: -36855936.000000 Penalty: 6231.188477
	Iteration 94Q: 3 clusters Score -3.685594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 284219 members 
Entering Unmasked Estep 
Score: -36855940.000000 Penalty: 6231.188477
	Iteration 95Q: 3 clusters Score -3.685594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 284229 members 
Entering Unmasked Estep 
Score: -36855952.000000 Penalty: 6231.188477
	Iteration 96Q: 3 clusters Score -3.685595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 284242 members 
Entering Unmasked Estep 
Score: -36855944.000000 Penalty: 6231.188477
	Iteration 97Q: 3 clusters Score -3.685594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 284251 members 
Entering Unmasked Estep 
Score: -36855976.000000 Penalty: 6231.188477
	Iteration 98Q: 3 clusters Score -3.685598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 284259 members 
Entering Unmasked Estep 
Score: -36855980.000000 Penalty: 6231.188477
	Iteration 99Q: 3 clusters Score -3.685598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 284266 members 
Entering Unmasked Estep 
Score: -36855964.000000 Penalty: 6231.188477
	Iteration 100F: 3 clusters Score -3.685596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 284268 members 
Entering Unmasked Estep 
Score: -36855980.000000 Penalty: 6231.188477
	Iteration 101Q: 3 clusters Score -3.685598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 284275 members 
Entering Unmasked Estep 
Score: -36855984.000000 Penalty: 6231.188477
	Iteration 102Q: 3 clusters Score -3.685598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 284277 members 
Entering Unmasked Estep 
Score: -36856000.000000 Penalty: 6231.188477
	Iteration 103Q: 3 clusters Score -3.6856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 284279 members 
Entering Unmasked Estep 
Score: -36855980.000000 Penalty: 6231.188477
	Iteration 104Q: 3 clusters Score -3.685598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 284280 members 
Entering Unmasked Estep 
Score: -36856008.000000 Penalty: 6231.188477
	Iteration 105Q: 3 clusters Score -3.685601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 284287 members 
Entering Unmasked Estep 
Score: -36855964.000000 Penalty: 6231.188477
	Iteration 106Q: 3 clusters Score -3.685596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 284295 members 
Entering Unmasked Estep 
Score: -36855988.000000 Penalty: 6231.188477
	Iteration 107Q: 3 clusters Score -3.685599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 284306 members 
Entering Unmasked Estep 
Score: -36856036.000000 Penalty: 6231.188477
	Iteration 108Q: 3 clusters Score -3.685604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 284319 members 
Entering Unmasked Estep 
Score: -36856032.000000 Penalty: 6231.188477
	Iteration 109Q: 3 clusters Score -3.685603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 284327 members 
Entering Unmasked Estep 
Score: -36856040.000000 Penalty: 6231.188477
	Iteration 110Q: 3 clusters Score -3.685604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 284333 members 
Entering Unmasked Estep 
Score: -36856032.000000 Penalty: 6231.188477
	Iteration 111Q: 3 clusters Score -3.685603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 284337 members 
Entering Unmasked Estep 
Score: -36856044.000000 Penalty: 6231.188477
	Iteration 112Q: 3 clusters Score -3.685604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 284341 members 
Entering Unmasked Estep 
Score: -36856044.000000 Penalty: 6231.188477
	Iteration 113Q: 3 clusters Score -3.685604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 284345 members 
Entering Unmasked Estep 
Score: -36856036.000000 Penalty: 6231.188477
	Iteration 114Q: 3 clusters Score -3.685604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 284348 members 
Entering Unmasked Estep 
Score: -36856032.000000 Penalty: 6231.188477
	Iteration 115Q: 3 clusters Score -3.685603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 284351 members 
Entering Unmasked Estep 
Score: -36856052.000000 Penalty: 6231.188477
	Iteration 116Q: 3 clusters Score -3.685605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 284356 members 
Entering Unmasked Estep 
Score: -36856052.000000 Penalty: 6231.188477
	Iteration 117Q: 3 clusters Score -3.685605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 284359 members 
Entering Unmasked Estep 
Score: -36856052.000000 Penalty: 6231.188477
	Iteration 118Q: 3 clusters Score -3.685605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 284363 members 
Entering Unmasked Estep 
Score: -36856048.000000 Penalty: 6231.188477
	Iteration 119Q: 3 clusters Score -3.685605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 284367 members 
Entering Unmasked Estep 
Score: -36856064.000000 Penalty: 6231.188477
	Iteration 120F: 3 clusters Score -3.685606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 284371 members 
Entering Unmasked Estep 
Score: -36856068.000000 Penalty: 6231.188477
	Iteration 121Q: 3 clusters Score -3.685607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 284374 members 
Entering Unmasked Estep 
Score: -36856064.000000 Penalty: 6231.188477
	Iteration 122Q: 3 clusters Score -3.685606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 284378 members 
Entering Unmasked Estep 
Score: -36856072.000000 Penalty: 6231.188477
	Iteration 123Q: 3 clusters Score -3.685607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 284380 members 
Entering Unmasked Estep 
Score: -36856076.000000 Penalty: 6231.188477
	Iteration 124Q: 3 clusters Score -3.685608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 284381 members 
Entering Unmasked Estep 
Score: -36856080.000000 Penalty: 6231.188477
	Iteration 125Q: 3 clusters Score -3.685608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 284381 members 
Entering Unmasked Estep 
Score: -36856080.000000 Penalty: 6231.188477
	Iteration 126F: 3 clusters Score -3.685608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Entering Unmasked Estep 
Score: -5475855.500000 Penalty: 2646.890869
	Iteration 0F: 2 clusters Score -5475856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -5446478.000000 Penalty: 5293.781738
	Iteration 0F: 3 clusters Score -5446478 nChanged 19872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -5457410.000000 Penalty: 5293.781738
	Iteration 1F: 3 clusters Score -5457410 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -5457882.500000 Penalty: 5293.781738
	Iteration 2Q: 3 clusters Score -5457882 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -5458356.500000 Penalty: 5293.781738
	Iteration 3Q: 3 clusters Score -5458356 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -5458909.000000 Penalty: 5293.781738
	Iteration 4Q: 3 clusters Score -5458909 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -5459685.000000 Penalty: 5293.781738
	Iteration 5Q: 3 clusters Score -5459685 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -5460970.000000 Penalty: 5293.781738
	Iteration 6F: 3 clusters Score -5460970 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -5462943.500000 Penalty: 5293.781738
	Iteration 7F: 3 clusters Score -5462944 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -5465678.000000 Penalty: 5293.781738
	Iteration 8F: 3 clusters Score -5465678 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -5468467.500000 Penalty: 5293.781738
	Iteration 9F: 3 clusters Score -5468468 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -5470786.000000 Penalty: 5293.781738
	Iteration 10F: 3 clusters Score -5470786 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -5472256.000000 Penalty: 5293.781738
	Iteration 11Q: 3 clusters Score -5472256 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -5472939.500000 Penalty: 5293.781738
	Iteration 12Q: 3 clusters Score -5472940 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5473208.500000 Penalty: 5293.781738
	Iteration 13Q: 3 clusters Score -5473208 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -5473335.000000 Penalty: 5293.781738
	Iteration 14Q: 3 clusters Score -5473335 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -5473422.000000 Penalty: 5293.781738
	Iteration 15Q: 3 clusters Score -5473422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5473452.000000 Penalty: 5293.781738
	Iteration 16Q: 3 clusters Score -5473452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -5473466.000000 Penalty: 5293.781738
	Iteration 17Q: 3 clusters Score -5473466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -5473484.500000 Penalty: 5293.781738
	Iteration 18Q: 3 clusters Score -5473484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -5473485.500000 Penalty: 5293.781738
	Iteration 19Q: 3 clusters Score -5473486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -5473490.000000 Penalty: 5293.781738
	Iteration 20F: 3 clusters Score -5473490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -5473486.500000 Penalty: 5293.781738
	Iteration 21Q: 3 clusters Score -5473486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -5473491.500000 Penalty: 5293.781738
	Iteration 22Q: 3 clusters Score -5473492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -5473491.500000 Penalty: 5293.781738
	Iteration 23F: 3 clusters Score -5473492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Entering Unmasked Estep 
Score: -5691830.000000 Penalty: 2665.787109
	Iteration 0F: 2 clusters Score -5691830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -5660461.000000 Penalty: 5331.574219
	Iteration 0F: 3 clusters Score -5660461 nChanged 21456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -5673404.500000 Penalty: 5331.574219
	Iteration 1F: 3 clusters Score -5673404 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -5675159.000000 Penalty: 5331.574219
	Iteration 2F: 3 clusters Score -5675159 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -5677434.000000 Penalty: 5331.574219
	Iteration 3F: 3 clusters Score -5677434 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -5680149.500000 Penalty: 5331.574219
	Iteration 4F: 3 clusters Score -5680150 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -5682763.000000 Penalty: 5331.574219
	Iteration 5F: 3 clusters Score -5682763 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -5685215.000000 Penalty: 5331.574219
	Iteration 6F: 3 clusters Score -5685215 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -5687039.500000 Penalty: 5331.574219
	Iteration 7F: 3 clusters Score -5687040 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -5688031.000000 Penalty: 5331.574219
	Iteration 8Q: 3 clusters Score -5688031 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -5688560.500000 Penalty: 5331.574219
	Iteration 9Q: 3 clusters Score -5688560 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -5688798.500000 Penalty: 5331.574219
	Iteration 10Q: 3 clusters Score -5688798 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5689082.000000 Penalty: 5331.574219
	Iteration 11Q: 3 clusters Score -5689082 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -5689243.000000 Penalty: 5331.574219
	Iteration 12Q: 3 clusters Score -5689243 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -5689427.500000 Penalty: 5331.574219
	Iteration 13Q: 3 clusters Score -5689428 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -5689660.500000 Penalty: 5331.574219
	Iteration 14Q: 3 clusters Score -5689660 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -5689887.000000 Penalty: 5331.574219
	Iteration 15Q: 3 clusters Score -5689887 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -5690118.500000 Penalty: 5331.574219
	Iteration 16Q: 3 clusters Score -5690118 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -5690378.000000 Penalty: 5331.574219
	Iteration 17Q: 3 clusters Score -5690378 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -5690626.500000 Penalty: 5331.574219
	Iteration 18Q: 3 clusters Score -5690626 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -5690835.500000 Penalty: 5331.574219
	Iteration 19Q: 3 clusters Score -5690836 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -5690979.500000 Penalty: 5331.574219
	Iteration 20F: 3 clusters Score -5690980 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -5691064.000000 Penalty: 5331.574219
	Iteration 21Q: 3 clusters Score -5691064 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -5691121.000000 Penalty: 5331.574219
	Iteration 22Q: 3 clusters Score -5691121 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -5691174.000000 Penalty: 5331.574219
	Iteration 23Q: 3 clusters Score -5691174 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5691221.500000 Penalty: 5331.574219
	Iteration 24Q: 3 clusters Score -5691222 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -5691236.500000 Penalty: 5331.574219
	Iteration 25Q: 3 clusters Score -5691236 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -5691291.000000 Penalty: 5331.574219
	Iteration 26Q: 3 clusters Score -5691291 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5691307.000000 Penalty: 5331.574219
	Iteration 27Q: 3 clusters Score -5691307 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -5691341.000000 Penalty: 5331.574219
	Iteration 28Q: 3 clusters Score -5691341 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -5691352.000000 Penalty: 5331.574219
	Iteration 29Q: 3 clusters Score -5691352 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -5691393.500000 Penalty: 5331.574219
	Iteration 30Q: 3 clusters Score -5691394 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -5691399.500000 Penalty: 5331.574219
	Iteration 31Q: 3 clusters Score -5691400 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -5691405.000000 Penalty: 5331.574219
	Iteration 32Q: 3 clusters Score -5691405 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -5691405.000000 Penalty: 5331.574219
	Iteration 33Q: 3 clusters Score -5691405 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -5691415.500000 Penalty: 5331.574219
	Iteration 34Q: 3 clusters Score -5691416 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -5691428.000000 Penalty: 5331.574219
	Iteration 35Q: 3 clusters Score -5691428 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -5691439.000000 Penalty: 5331.574219
	Iteration 36Q: 3 clusters Score -5691439 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -5691448.000000 Penalty: 5331.574219
	Iteration 37Q: 3 clusters Score -5691448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -5691468.000000 Penalty: 5331.574219
	Iteration 38Q: 3 clusters Score -5691468 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -5691490.500000 Penalty: 5331.574219
	Iteration 39Q: 3 clusters Score -5691490 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -5691497.000000 Penalty: 5331.574219
	Iteration 40F: 3 clusters Score -5691497 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -5691524.000000 Penalty: 5331.574219
	Iteration 41Q: 3 clusters Score -5691524 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -5691534.000000 Penalty: 5331.574219
	Iteration 42Q: 3 clusters Score -5691534 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -5691532.500000 Penalty: 5331.574219
	Iteration 43Q: 3 clusters Score -5691532 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -5691541.000000 Penalty: 5331.574219
	Iteration 44Q: 3 clusters Score -5691541 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -5691544.000000 Penalty: 5331.574219
	Iteration 45Q: 3 clusters Score -5691544 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -5691554.000000 Penalty: 5331.574219
	Iteration 46Q: 3 clusters Score -5691554 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -5691563.500000 Penalty: 5331.574219
	Iteration 47Q: 3 clusters Score -5691564 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -5691591.500000 Penalty: 5331.574219
	Iteration 48Q: 3 clusters Score -5691592 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -5691589.000000 Penalty: 5331.574219
	Iteration 49Q: 3 clusters Score -5691589 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -5691585.000000 Penalty: 5331.574219
	Iteration 50Q: 3 clusters Score -5691585 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -5691604.000000 Penalty: 5331.574219
	Iteration 51Q: 3 clusters Score -5691604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -5691616.000000 Penalty: 5331.574219
	Iteration 52Q: 3 clusters Score -5691616 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -5691632.000000 Penalty: 5331.574219
	Iteration 53Q: 3 clusters Score -5691632 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -5691627.000000 Penalty: 5331.574219
	Iteration 54Q: 3 clusters Score -5691627 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5691627.000000 Penalty: 5331.574219
	Iteration 55Q: 3 clusters Score -5691627 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -5691626.000000 Penalty: 5331.574219
	Iteration 56Q: 3 clusters Score -5691626 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -5691633.000000 Penalty: 5331.574219
	Iteration 57Q: 3 clusters Score -5691633 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -5691647.500000 Penalty: 5331.574219
	Iteration 58Q: 3 clusters Score -5691648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -5691660.000000 Penalty: 5331.574219
	Iteration 59Q: 3 clusters Score -5691660 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -5691675.500000 Penalty: 5331.574219
	Iteration 60F: 3 clusters Score -5691676 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -5691683.500000 Penalty: 5331.574219
	Iteration 61Q: 3 clusters Score -5691684 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -5691702.500000 Penalty: 5331.574219
	Iteration 62Q: 3 clusters Score -5691702 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -5691674.000000 Penalty: 5331.574219
	Iteration 63Q: 3 clusters Score -5691674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -5691691.000000 Penalty: 5331.574219
	Iteration 64Q: 3 clusters Score -5691691 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -5691719.500000 Penalty: 5331.574219
	Iteration 65Q: 3 clusters Score -5691720 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -5691738.500000 Penalty: 5331.574219
	Iteration 66Q: 3 clusters Score -5691738 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -5691758.500000 Penalty: 5331.574219
	Iteration 67Q: 3 clusters Score -5691758 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -5691748.000000 Penalty: 5331.574219
	Iteration 68Q: 3 clusters Score -5691748 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -5691772.000000 Penalty: 5331.574219
	Iteration 69Q: 3 clusters Score -5691772 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -5691797.500000 Penalty: 5331.574219
	Iteration 70Q: 3 clusters Score -5691798 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -5691801.500000 Penalty: 5331.574219
	Iteration 71Q: 3 clusters Score -5691802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -5691814.000000 Penalty: 5331.574219
	Iteration 72Q: 3 clusters Score -5691814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -5691831.500000 Penalty: 5331.574219
	Iteration 73Q: 3 clusters Score -5691832 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -5691848.500000 Penalty: 5331.574219
	Iteration 74Q: 3 clusters Score -5691848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -5691843.500000 Penalty: 5331.574219
	Iteration 75Q: 3 clusters Score -5691844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -5691873.000000 Penalty: 5331.574219
	Iteration 76Q: 3 clusters Score -5691873 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5691866.500000 Penalty: 5331.574219
	Iteration 77Q: 3 clusters Score -5691866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5691859.000000 Penalty: 5331.574219
	Iteration 78Q: 3 clusters Score -5691859 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -5691850.500000 Penalty: 5331.574219
	Iteration 79Q: 3 clusters Score -5691850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -5691848.500000 Penalty: 5331.574219
	Iteration 80F: 3 clusters Score -5691848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -5691862.500000 Penalty: 5331.574219
	Iteration 81Q: 3 clusters Score -5691862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -5691864.500000 Penalty: 5331.574219
	Iteration 82Q: 3 clusters Score -5691864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -5691884.500000 Penalty: 5331.574219
	Iteration 83Q: 3 clusters Score -5691884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -5691903.500000 Penalty: 5331.574219
	Iteration 84Q: 3 clusters Score -5691904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -5691903.000000 Penalty: 5331.574219
	Iteration 85Q: 3 clusters Score -5691903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -5691901.000000 Penalty: 5331.574219
	Iteration 86Q: 3 clusters Score -5691901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -5691897.500000 Penalty: 5331.574219
	Iteration 87Q: 3 clusters Score -5691898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -5691916.000000 Penalty: 5331.574219
	Iteration 88Q: 3 clusters Score -5691916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -5691938.000000 Penalty: 5331.574219
	Iteration 89Q: 3 clusters Score -5691938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -5691943.000000 Penalty: 5331.574219
	Iteration 90Q: 3 clusters Score -5691943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -5691928.000000 Penalty: 5331.574219
	Iteration 91Q: 3 clusters Score -5691928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -5691928.500000 Penalty: 5331.574219
	Iteration 92Q: 3 clusters Score -5691928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -5691922.000000 Penalty: 5331.574219
	Iteration 93Q: 3 clusters Score -5691922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -5691928.500000 Penalty: 5331.574219
	Iteration 94Q: 3 clusters Score -5691928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -5691922.000000 Penalty: 5331.574219
	Iteration 95Q: 3 clusters Score -5691922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -5691924.500000 Penalty: 5331.574219
	Iteration 96Q: 3 clusters Score -5691924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -5691920.500000 Penalty: 5331.574219
	Iteration 97Q: 3 clusters Score -5691920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -5691933.500000 Penalty: 5331.574219
	Iteration 98Q: 3 clusters Score -5691934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -5691940.000000 Penalty: 5331.574219
	Iteration 99Q: 3 clusters Score -5691940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -5691946.500000 Penalty: 5331.574219
	Iteration 100F: 3 clusters Score -5691946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -5691953.500000 Penalty: 5331.574219
	Iteration 101Q: 3 clusters Score -5691954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -5691949.500000 Penalty: 5331.574219
	Iteration 102Q: 3 clusters Score -5691950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -5691953.000000 Penalty: 5331.574219
	Iteration 103Q: 3 clusters Score -5691953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -5691953.500000 Penalty: 5331.574219
	Iteration 104Q: 3 clusters Score -5691954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -5691955.500000 Penalty: 5331.574219
	Iteration 105Q: 3 clusters Score -5691956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -5691946.000000 Penalty: 5331.574219
	Iteration 106Q: 3 clusters Score -5691946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -5691950.500000 Penalty: 5331.574219
	Iteration 107Q: 3 clusters Score -5691950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -5691956.000000 Penalty: 5331.574219
	Iteration 108Q: 3 clusters Score -5691956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -5691953.000000 Penalty: 5331.574219
	Iteration 109Q: 3 clusters Score -5691953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -5691958.500000 Penalty: 5331.574219
	Iteration 110Q: 3 clusters Score -5691958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -5691958.500000 Penalty: 5331.574219
	Iteration 111Q: 3 clusters Score -5691958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -5691955.500000 Penalty: 5331.574219
	Iteration 112Q: 3 clusters Score -5691956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -5691972.000000 Penalty: 5331.574219
	Iteration 113Q: 3 clusters Score -5691972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -5691964.000000 Penalty: 5331.574219
	Iteration 114Q: 3 clusters Score -5691964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -5691973.500000 Penalty: 5331.574219
	Iteration 115Q: 3 clusters Score -5691974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -5691975.000000 Penalty: 5331.574219
	Iteration 116Q: 3 clusters Score -5691975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -5691972.500000 Penalty: 5331.574219
	Iteration 117Q: 3 clusters Score -5691972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -5691967.500000 Penalty: 5331.574219
	Iteration 118Q: 3 clusters Score -5691968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -5691972.500000 Penalty: 5331.574219
	Iteration 119Q: 3 clusters Score -5691972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -5691977.000000 Penalty: 5331.574219
	Iteration 120F: 3 clusters Score -5691977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -5691979.000000 Penalty: 5331.574219
	Iteration 121Q: 3 clusters Score -5691979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -5691983.500000 Penalty: 5331.574219
	Iteration 122Q: 3 clusters Score -5691984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -5691984.500000 Penalty: 5331.574219
	Iteration 123Q: 3 clusters Score -5691984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -5691984.500000 Penalty: 5331.574219
	Iteration 124F: 3 clusters Score -5691984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 31050 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285752 members 
Mstep: Class 5 contains 43172 members 
Mstep: Class 6 contains 35045 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 106348 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15160 members 
Mstep: Class 11 contains 39272 members 
Mstep: Class 12 contains 134521 members 
Mstep: Class 13 contains 125437 members 
Mstep: Class 14 contains 5872 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100711 members 
Mstep: Class 17 contains 5603 members 
Mstep: Class 18 contains 22513 members 
Mstep: Class 19 contains 67630 members 
Mstep: Class 20 contains 21447 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7148 members 
Mstep: Class 23 contains 13160 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3701 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6585 members 
Mstep: Class 29 contains 4046 members 
Mstep: Class 30 contains 11545 members 
Entering Unmasked Estep 
Score: -157722304.000000 Penalty: 104539.820312
Splitting cluster 6 changes total score from -157722912.000000 to -157722304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Entering Unmasked Estep 
Score: -328721.562500 Penalty: 1969.529541
	Iteration 0F: 2 clusters Score -328721.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -325595.937500 Penalty: 3939.059082
	Iteration 0F: 3 clusters Score -325595.9 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -326288.875000 Penalty: 3939.059082
	Iteration 1F: 3 clusters Score -326288.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -326495.218750 Penalty: 3939.059082
	Iteration 2F: 3 clusters Score -326495.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -326601.562500 Penalty: 3939.059082
	Iteration 3F: 3 clusters Score -326601.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -326670.750000 Penalty: 3939.059082
	Iteration 4Q: 3 clusters Score -326670.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -326708.218750 Penalty: 3939.059082
	Iteration 5Q: 3 clusters Score -326708.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -326737.718750 Penalty: 3939.059082
	Iteration 6Q: 3 clusters Score -326737.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -326763.687500 Penalty: 3939.059082
	Iteration 7Q: 3 clusters Score -326763.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -326783.187500 Penalty: 3939.059082
	Iteration 8Q: 3 clusters Score -326783.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -326800.843750 Penalty: 3939.059082
	Iteration 9Q: 3 clusters Score -326800.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -326815.437500 Penalty: 3939.059082
	Iteration 10Q: 3 clusters Score -326815.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -326829.062500 Penalty: 3939.059082
	Iteration 11Q: 3 clusters Score -326829.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -326838.906250 Penalty: 3939.059082
	Iteration 12Q: 3 clusters Score -326838.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -326844.343750 Penalty: 3939.059082
	Iteration 13Q: 3 clusters Score -326844.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -326845.218750 Penalty: 3939.059082
	Iteration 14Q: 3 clusters Score -326845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -326846.593750 Penalty: 3939.059082
	Iteration 15Q: 3 clusters Score -326846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -326847.656250 Penalty: 3939.059082
	Iteration 16Q: 3 clusters Score -326847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -326849.375000 Penalty: 3939.059082
	Iteration 17Q: 3 clusters Score -326849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -326850.437500 Penalty: 3939.059082
	Iteration 18Q: 3 clusters Score -326850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -326851.062500 Penalty: 3939.059082
	Iteration 19Q: 3 clusters Score -326851.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -326852.156250 Penalty: 3939.059082
	Iteration 20F: 3 clusters Score -326852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -326853.312500 Penalty: 3939.059082
	Iteration 21Q: 3 clusters Score -326853.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -326854.218750 Penalty: 3939.059082
	Iteration 22Q: 3 clusters Score -326854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -326854.781250 Penalty: 3939.059082
	Iteration 23Q: 3 clusters Score -326854.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -326854.781250 Penalty: 3939.059082
	Iteration 24F: 3 clusters Score -326854.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (106348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Entering Unmasked Estep 
Score: -13493791.000000 Penalty: 2870.469238
	Iteration 0F: 2 clusters Score -1.349379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -13423007.000000 Penalty: 5740.938477
	Iteration 0F: 3 clusters Score -1.342301e+07 nChanged 50493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -13451382.000000 Penalty: 5740.938477
	Iteration 1F: 3 clusters Score -1.345138e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -13452072.000000 Penalty: 5740.938477
	Iteration 2Q: 3 clusters Score -1.345207e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -13452775.000000 Penalty: 5740.938477
	Iteration 3Q: 3 clusters Score -1.345278e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -13453704.000000 Penalty: 5740.938477
	Iteration 4Q: 3 clusters Score -1.34537e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -13454956.000000 Penalty: 5740.938477
	Iteration 5Q: 3 clusters Score -1.345496e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -13457231.000000 Penalty: 5740.938477
	Iteration 6Q: 3 clusters Score -1.345723e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -13461250.000000 Penalty: 5740.938477
	Iteration 7F: 3 clusters Score -1.346125e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -13467639.000000 Penalty: 5740.938477
	Iteration 8F: 3 clusters Score -1.346764e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -13475807.000000 Penalty: 5740.938477
	Iteration 9F: 3 clusters Score -1.347581e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97812 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -13483504.000000 Penalty: 5740.938477
	Iteration 10F: 3 clusters Score -1.34835e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -13488124.000000 Penalty: 5740.938477
	Iteration 11Q: 3 clusters Score -1.348812e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104965 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -13490174.000000 Penalty: 5740.938477
	Iteration 12Q: 3 clusters Score -1.349017e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105724 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13490829.000000 Penalty: 5740.938477
	Iteration 13Q: 3 clusters Score -1.349083e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105957 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -13491086.000000 Penalty: 5740.938477
	Iteration 14Q: 3 clusters Score -1.349109e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106033 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -13491206.000000 Penalty: 5740.938477
	Iteration 15Q: 3 clusters Score -1.349121e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106060 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13491272.000000 Penalty: 5740.938477
	Iteration 16Q: 3 clusters Score -1.349127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13491287.000000 Penalty: 5740.938477
	Iteration 17Q: 3 clusters Score -1.349129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106083 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13491303.000000 Penalty: 5740.938477
	Iteration 18Q: 3 clusters Score -1.34913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106085 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13491311.000000 Penalty: 5740.938477
	Iteration 19Q: 3 clusters Score -1.349131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106087 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -13491312.000000 Penalty: 5740.938477
	Iteration 20F: 3 clusters Score -1.349131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106088 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -13491308.000000 Penalty: 5740.938477
	Iteration 21Q: 3 clusters Score -1.349131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106088 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -13491310.000000 Penalty: 5740.938477
	Iteration 22Q: 3 clusters Score -1.349131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106088 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -13491310.000000 Penalty: 5740.938477
	Iteration 23F: 3 clusters Score -1.349131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93287.343750 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93287.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91501.226562 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -91501.23 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91752.414062 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -91752.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91794.835938 Penalty: 3304.913818
	Iteration 2Q: 3 clusters Score -91794.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91821.000000 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -91821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91831.390625 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -91831.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91842.320312 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -91842.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -91852.257812 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -91852.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91868.867188 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -91868.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91879.976562 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -91879.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91884.796875 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -91884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -91897.414062 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -91897.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91909.031250 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -91909.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -91913.750000 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -91913.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91915.289062 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -91915.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91917.164062 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -91917.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91923.601562 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -91923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91925.953125 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -91925.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -91926.703125 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -91926.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -91927.992188 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -91927.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -91929.796875 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -91929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -91929.796875 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -91929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Entering Unmasked Estep 
Score: -1798162.750000 Penalty: 2387.351074
	Iteration 0F: 2 clusters Score -1798163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1787205.375000 Penalty: 4774.702148
	Iteration 0F: 3 clusters Score -1787205 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1790972.750000 Penalty: 4774.702148
	Iteration 1F: 3 clusters Score -1790973 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1791771.500000 Penalty: 4774.702148
	Iteration 2F: 3 clusters Score -1791772 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1792549.750000 Penalty: 4774.702148
	Iteration 3F: 3 clusters Score -1792550 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1793213.375000 Penalty: 4774.702148
	Iteration 4F: 3 clusters Score -1793213 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1793733.500000 Penalty: 4774.702148
	Iteration 5F: 3 clusters Score -1793734 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1794145.250000 Penalty: 4774.702148
	Iteration 6Q: 3 clusters Score -1794145 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1794599.000000 Penalty: 4774.702148
	Iteration 7Q: 3 clusters Score -1794599 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1795089.750000 Penalty: 4774.702148
	Iteration 8Q: 3 clusters Score -1795090 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1795566.250000 Penalty: 4774.702148
	Iteration 9Q: 3 clusters Score -1795566 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1795912.875000 Penalty: 4774.702148
	Iteration 10Q: 3 clusters Score -1795913 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1796167.000000 Penalty: 4774.702148
	Iteration 11Q: 3 clusters Score -1796167 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1796367.000000 Penalty: 4774.702148
	Iteration 12Q: 3 clusters Score -1796367 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1796503.625000 Penalty: 4774.702148
	Iteration 13Q: 3 clusters Score -1796504 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1796602.500000 Penalty: 4774.702148
	Iteration 14Q: 3 clusters Score -1796602 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1796672.625000 Penalty: 4774.702148
	Iteration 15Q: 3 clusters Score -1796673 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1796739.375000 Penalty: 4774.702148
	Iteration 16Q: 3 clusters Score -1796739 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1796799.000000 Penalty: 4774.702148
	Iteration 17Q: 3 clusters Score -1796799 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1796855.750000 Penalty: 4774.702148
	Iteration 18Q: 3 clusters Score -1796856 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1796913.750000 Penalty: 4774.702148
	Iteration 19Q: 3 clusters Score -1796914 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1796996.250000 Penalty: 4774.702148
	Iteration 20F: 3 clusters Score -1796996 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1797063.250000 Penalty: 4774.702148
	Iteration 21Q: 3 clusters Score -1797063 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1797145.375000 Penalty: 4774.702148
	Iteration 22Q: 3 clusters Score -1797145 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1797222.000000 Penalty: 4774.702148
	Iteration 23Q: 3 clusters Score -1797222 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1797291.500000 Penalty: 4774.702148
	Iteration 24Q: 3 clusters Score -1797292 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1797336.625000 Penalty: 4774.702148
	Iteration 25Q: 3 clusters Score -1797337 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1797362.750000 Penalty: 4774.702148
	Iteration 26Q: 3 clusters Score -1797363 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1797386.125000 Penalty: 4774.702148
	Iteration 27Q: 3 clusters Score -1797386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1797401.500000 Penalty: 4774.702148
	Iteration 28Q: 3 clusters Score -1797402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1797407.500000 Penalty: 4774.702148
	Iteration 29Q: 3 clusters Score -1797408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1797416.625000 Penalty: 4774.702148
	Iteration 30Q: 3 clusters Score -1797417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1797422.125000 Penalty: 4774.702148
	Iteration 31Q: 3 clusters Score -1797422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1797426.625000 Penalty: 4774.702148
	Iteration 32Q: 3 clusters Score -1797427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1797429.375000 Penalty: 4774.702148
	Iteration 33Q: 3 clusters Score -1797429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1797432.625000 Penalty: 4774.702148
	Iteration 34Q: 3 clusters Score -1797433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1797435.750000 Penalty: 4774.702148
	Iteration 35Q: 3 clusters Score -1797436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1797440.625000 Penalty: 4774.702148
	Iteration 36Q: 3 clusters Score -1797441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1797447.125000 Penalty: 4774.702148
	Iteration 37Q: 3 clusters Score -1797447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1797449.375000 Penalty: 4774.702148
	Iteration 38Q: 3 clusters Score -1797449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1797448.250000 Penalty: 4774.702148
	Iteration 39Q: 3 clusters Score -1797448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1797446.375000 Penalty: 4774.702148
	Iteration 40F: 3 clusters Score -1797446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1797448.875000 Penalty: 4774.702148
	Iteration 41Q: 3 clusters Score -1797449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1797450.000000 Penalty: 4774.702148
	Iteration 42Q: 3 clusters Score -1797450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1797448.500000 Penalty: 4774.702148
	Iteration 43Q: 3 clusters Score -1797448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1797447.500000 Penalty: 4774.702148
	Iteration 44Q: 3 clusters Score -1797448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1797447.625000 Penalty: 4774.702148
	Iteration 45Q: 3 clusters Score -1797448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1797452.375000 Penalty: 4774.702148
	Iteration 46Q: 3 clusters Score -1797452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1797453.375000 Penalty: 4774.702148
	Iteration 47Q: 3 clusters Score -1797453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1797451.250000 Penalty: 4774.702148
	Iteration 48Q: 3 clusters Score -1797451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1797450.250000 Penalty: 4774.702148
	Iteration 49Q: 3 clusters Score -1797450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1797453.125000 Penalty: 4774.702148
	Iteration 50Q: 3 clusters Score -1797453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1797453.500000 Penalty: 4774.702148
	Iteration 51Q: 3 clusters Score -1797454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1797453.625000 Penalty: 4774.702148
	Iteration 52Q: 3 clusters Score -1797454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1797456.875000 Penalty: 4774.702148
	Iteration 53Q: 3 clusters Score -1797457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1797461.125000 Penalty: 4774.702148
	Iteration 54Q: 3 clusters Score -1797461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1797456.625000 Penalty: 4774.702148
	Iteration 55Q: 3 clusters Score -1797457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1797458.625000 Penalty: 4774.702148
	Iteration 56Q: 3 clusters Score -1797459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1797456.750000 Penalty: 4774.702148
	Iteration 57Q: 3 clusters Score -1797457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1797459.875000 Penalty: 4774.702148
	Iteration 58Q: 3 clusters Score -1797460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1797462.000000 Penalty: 4774.702148
	Iteration 59Q: 3 clusters Score -1797462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1797465.500000 Penalty: 4774.702148
	Iteration 60F: 3 clusters Score -1797466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1797465.375000 Penalty: 4774.702148
	Iteration 61Q: 3 clusters Score -1797465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1797464.875000 Penalty: 4774.702148
	Iteration 62Q: 3 clusters Score -1797465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1797464.125000 Penalty: 4774.702148
	Iteration 63Q: 3 clusters Score -1797464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1797466.000000 Penalty: 4774.702148
	Iteration 64Q: 3 clusters Score -1797466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1797466.125000 Penalty: 4774.702148
	Iteration 65Q: 3 clusters Score -1797466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1797466.000000 Penalty: 4774.702148
	Iteration 66Q: 3 clusters Score -1797466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1797467.375000 Penalty: 4774.702148
	Iteration 67Q: 3 clusters Score -1797467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1797470.375000 Penalty: 4774.702148
	Iteration 68Q: 3 clusters Score -1797470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1797471.000000 Penalty: 4774.702148
	Iteration 69Q: 3 clusters Score -1797471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1797472.000000 Penalty: 4774.702148
	Iteration 70Q: 3 clusters Score -1797472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1797469.375000 Penalty: 4774.702148
	Iteration 71Q: 3 clusters Score -1797469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1797468.375000 Penalty: 4774.702148
	Iteration 72Q: 3 clusters Score -1797468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1797468.625000 Penalty: 4774.702148
	Iteration 73Q: 3 clusters Score -1797469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1797469.250000 Penalty: 4774.702148
	Iteration 74Q: 3 clusters Score -1797469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1797468.125000 Penalty: 4774.702148
	Iteration 75Q: 3 clusters Score -1797468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1797468.875000 Penalty: 4774.702148
	Iteration 76Q: 3 clusters Score -1797469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1797468.875000 Penalty: 4774.702148
	Iteration 77F: 3 clusters Score -1797469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Entering Unmasked Estep 
Score: -5144092.500000 Penalty: 2623.410156
	Iteration 0F: 2 clusters Score -5144092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -5117521.500000 Penalty: 5246.820312
	Iteration 0F: 3 clusters Score -5117522 nChanged 17854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -5127092.500000 Penalty: 5246.820312
	Iteration 1F: 3 clusters Score -5127092 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5127595.500000 Penalty: 5246.820312
	Iteration 2Q: 3 clusters Score -5127596 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -5128030.500000 Penalty: 5246.820312
	Iteration 3Q: 3 clusters Score -5128030 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -5128581.500000 Penalty: 5246.820312
	Iteration 4Q: 3 clusters Score -5128582 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -5129300.000000 Penalty: 5246.820312
	Iteration 5Q: 3 clusters Score -5129300 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -5130253.000000 Penalty: 5246.820312
	Iteration 6Q: 3 clusters Score -5130253 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -5131610.000000 Penalty: 5246.820312
	Iteration 7F: 3 clusters Score -5131610 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -5133466.500000 Penalty: 5246.820312
	Iteration 8F: 3 clusters Score -5133466 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -5135756.500000 Penalty: 5246.820312
	Iteration 9F: 3 clusters Score -5135756 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -5137933.000000 Penalty: 5246.820312
	Iteration 10F: 3 clusters Score -5137933 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -5139566.000000 Penalty: 5246.820312
	Iteration 11Q: 3 clusters Score -5139566 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -5140563.500000 Penalty: 5246.820312
	Iteration 12Q: 3 clusters Score -5140564 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -5141093.000000 Penalty: 5246.820312
	Iteration 13Q: 3 clusters Score -5141093 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -5141366.500000 Penalty: 5246.820312
	Iteration 14Q: 3 clusters Score -5141366 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -5141544.500000 Penalty: 5246.820312
	Iteration 15Q: 3 clusters Score -5141544 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -5141675.000000 Penalty: 5246.820312
	Iteration 16Q: 3 clusters Score -5141675 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -5141731.000000 Penalty: 5246.820312
	Iteration 17Q: 3 clusters Score -5141731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -5141764.500000 Penalty: 5246.820312
	Iteration 18Q: 3 clusters Score -5141764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -5141801.500000 Penalty: 5246.820312
	Iteration 19Q: 3 clusters Score -5141802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -5141830.000000 Penalty: 5246.820312
	Iteration 20F: 3 clusters Score -5141830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -5141845.500000 Penalty: 5246.820312
	Iteration 21Q: 3 clusters Score -5141846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -5141860.500000 Penalty: 5246.820312
	Iteration 22Q: 3 clusters Score -5141860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -5141855.000000 Penalty: 5246.820312
	Iteration 23Q: 3 clusters Score -5141855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -5141866.500000 Penalty: 5246.820312
	Iteration 24Q: 3 clusters Score -5141866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -5141875.500000 Penalty: 5246.820312
	Iteration 25Q: 3 clusters Score -5141876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -5141884.000000 Penalty: 5246.820312
	Iteration 26Q: 3 clusters Score -5141884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -5141885.500000 Penalty: 5246.820312
	Iteration 27Q: 3 clusters Score -5141886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -5141883.000000 Penalty: 5246.820312
	Iteration 28Q: 3 clusters Score -5141883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -5141881.500000 Penalty: 5246.820312
	Iteration 29Q: 3 clusters Score -5141882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5141883.500000 Penalty: 5246.820312
	Iteration 30Q: 3 clusters Score -5141884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -5141884.500000 Penalty: 5246.820312
	Iteration 31Q: 3 clusters Score -5141884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -5141882.000000 Penalty: 5246.820312
	Iteration 32Q: 3 clusters Score -5141882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -5141889.000000 Penalty: 5246.820312
	Iteration 33Q: 3 clusters Score -5141889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -5141889.000000 Penalty: 5246.820312
	Iteration 34F: 3 clusters Score -5141889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (134521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134521 members 
Entering Unmasked Estep 
Score: -17435510.000000 Penalty: 2928.750000
	Iteration 0F: 2 clusters Score -1.743551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67510 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -17346326.000000 Penalty: 5857.500000
	Iteration 0F: 3 clusters Score -1.734633e+07 nChanged 64084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -17383710.000000 Penalty: 5857.500000
	Iteration 1F: 3 clusters Score -1.738371e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -17384976.000000 Penalty: 5857.500000
	Iteration 2Q: 3 clusters Score -1.738498e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -17386784.000000 Penalty: 5857.500000
	Iteration 3Q: 3 clusters Score -1.738678e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -17389340.000000 Penalty: 5857.500000
	Iteration 4Q: 3 clusters Score -1.738934e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 55608 members 
Entering Unmasked Estep 
Score: -17393264.000000 Penalty: 5857.500000
	Iteration 5Q: 3 clusters Score -1.739326e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -17398344.000000 Penalty: 5857.500000
	Iteration 6F: 3 clusters Score -1.739834e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87855 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -17403784.000000 Penalty: 5857.500000
	Iteration 7F: 3 clusters Score -1.740378e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -17409398.000000 Penalty: 5857.500000
	Iteration 8F: 3 clusters Score -1.74094e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -17414244.000000 Penalty: 5857.500000
	Iteration 9F: 3 clusters Score -1.741424e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101925 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -17418094.000000 Penalty: 5857.500000
	Iteration 10Q: 3 clusters Score -1.741809e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105660 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -17420658.000000 Penalty: 5857.500000
	Iteration 11Q: 3 clusters Score -1.742066e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -17422520.000000 Penalty: 5857.500000
	Iteration 12Q: 3 clusters Score -1.742252e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111739 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -17424000.000000 Penalty: 5857.500000
	Iteration 13Q: 3 clusters Score -1.7424e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114306 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -17425108.000000 Penalty: 5857.500000
	Iteration 14Q: 3 clusters Score -1.742511e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116692 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -17426146.000000 Penalty: 5857.500000
	Iteration 15Q: 3 clusters Score -1.742615e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119023 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -17427006.000000 Penalty: 5857.500000
	Iteration 16Q: 3 clusters Score -1.742701e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121171 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -17427842.000000 Penalty: 5857.500000
	Iteration 17Q: 3 clusters Score -1.742784e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123107 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -17428654.000000 Penalty: 5857.500000
	Iteration 18Q: 3 clusters Score -1.742865e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124829 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -17429280.000000 Penalty: 5857.500000
	Iteration 19Q: 3 clusters Score -1.742928e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126323 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -17429896.000000 Penalty: 5857.500000
	Iteration 20F: 3 clusters Score -1.74299e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127603 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -17430472.000000 Penalty: 5857.500000
	Iteration 21Q: 3 clusters Score -1.743047e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128724 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -17430974.000000 Penalty: 5857.500000
	Iteration 22Q: 3 clusters Score -1.743097e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129685 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -17431476.000000 Penalty: 5857.500000
	Iteration 23Q: 3 clusters Score -1.743148e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130430 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -17431912.000000 Penalty: 5857.500000
	Iteration 24Q: 3 clusters Score -1.743191e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131034 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -17432224.000000 Penalty: 5857.500000
	Iteration 25Q: 3 clusters Score -1.743222e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131458 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -17432498.000000 Penalty: 5857.500000
	Iteration 26Q: 3 clusters Score -1.74325e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131772 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -17432694.000000 Penalty: 5857.500000
	Iteration 27Q: 3 clusters Score -1.743269e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132015 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -17432866.000000 Penalty: 5857.500000
	Iteration 28Q: 3 clusters Score -1.743287e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132206 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -17432956.000000 Penalty: 5857.500000
	Iteration 29Q: 3 clusters Score -1.743296e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132343 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -17433024.000000 Penalty: 5857.500000
	Iteration 30Q: 3 clusters Score -1.743302e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132442 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -17433082.000000 Penalty: 5857.500000
	Iteration 31Q: 3 clusters Score -1.743308e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132522 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -17433074.000000 Penalty: 5857.500000
	Iteration 32Q: 3 clusters Score -1.743307e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132581 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -17433120.000000 Penalty: 5857.500000
	Iteration 33Q: 3 clusters Score -1.743312e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132622 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -17433140.000000 Penalty: 5857.500000
	Iteration 34Q: 3 clusters Score -1.743314e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132661 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -17433148.000000 Penalty: 5857.500000
	Iteration 35Q: 3 clusters Score -1.743315e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132686 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -17433162.000000 Penalty: 5857.500000
	Iteration 36Q: 3 clusters Score -1.743316e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132703 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -17433180.000000 Penalty: 5857.500000
	Iteration 37Q: 3 clusters Score -1.743318e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132727 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -17433176.000000 Penalty: 5857.500000
	Iteration 38Q: 3 clusters Score -1.743318e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132748 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -17433192.000000 Penalty: 5857.500000
	Iteration 39Q: 3 clusters Score -1.743319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -17433202.000000 Penalty: 5857.500000
	Iteration 40F: 3 clusters Score -1.74332e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132774 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -17433220.000000 Penalty: 5857.500000
	Iteration 41Q: 3 clusters Score -1.743322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132791 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -17433224.000000 Penalty: 5857.500000
	Iteration 42Q: 3 clusters Score -1.743322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132803 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -17433256.000000 Penalty: 5857.500000
	Iteration 43Q: 3 clusters Score -1.743326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132818 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -17433258.000000 Penalty: 5857.500000
	Iteration 44Q: 3 clusters Score -1.743326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132826 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -17433260.000000 Penalty: 5857.500000
	Iteration 45Q: 3 clusters Score -1.743326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132831 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -17433256.000000 Penalty: 5857.500000
	Iteration 46Q: 3 clusters Score -1.743326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132839 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -17433270.000000 Penalty: 5857.500000
	Iteration 47Q: 3 clusters Score -1.743327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132850 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -17433260.000000 Penalty: 5857.500000
	Iteration 48Q: 3 clusters Score -1.743326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132857 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -17433268.000000 Penalty: 5857.500000
	Iteration 49Q: 3 clusters Score -1.743327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132860 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -17433274.000000 Penalty: 5857.500000
	Iteration 50Q: 3 clusters Score -1.743327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132864 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -17433276.000000 Penalty: 5857.500000
	Iteration 51Q: 3 clusters Score -1.743328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132871 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -17433276.000000 Penalty: 5857.500000
	Iteration 52Q: 3 clusters Score -1.743328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132875 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -17433294.000000 Penalty: 5857.500000
	Iteration 53Q: 3 clusters Score -1.743329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132877 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -17433304.000000 Penalty: 5857.500000
	Iteration 54Q: 3 clusters Score -1.74333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132881 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -17433294.000000 Penalty: 5857.500000
	Iteration 55Q: 3 clusters Score -1.743329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132887 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -17433294.000000 Penalty: 5857.500000
	Iteration 56Q: 3 clusters Score -1.743329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132889 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -17433296.000000 Penalty: 5857.500000
	Iteration 57Q: 3 clusters Score -1.74333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132891 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -17433296.000000 Penalty: 5857.500000
	Iteration 58Q: 3 clusters Score -1.74333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132891 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -17433306.000000 Penalty: 5857.500000
	Iteration 59Q: 3 clusters Score -1.743331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132891 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -17433304.000000 Penalty: 5857.500000
	Iteration 60F: 3 clusters Score -1.74333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132892 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -17433294.000000 Penalty: 5857.500000
	Iteration 61Q: 3 clusters Score -1.743329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132898 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -17433292.000000 Penalty: 5857.500000
	Iteration 62Q: 3 clusters Score -1.743329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132901 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -17433304.000000 Penalty: 5857.500000
	Iteration 63Q: 3 clusters Score -1.74333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132902 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -17433300.000000 Penalty: 5857.500000
	Iteration 64Q: 3 clusters Score -1.74333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132902 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -17433298.000000 Penalty: 5857.500000
	Iteration 65Q: 3 clusters Score -1.74333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132902 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -17433298.000000 Penalty: 5857.500000
	Iteration 66F: 3 clusters Score -1.74333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (125437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125437 members 
Entering Unmasked Estep 
Score: -16051733.000000 Penalty: 2911.410645
	Iteration 0F: 2 clusters Score -1.605173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -15968416.000000 Penalty: 5822.821289
	Iteration 0F: 3 clusters Score -1.596842e+07 nChanged 59784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -16003630.000000 Penalty: 5822.821289
	Iteration 1F: 3 clusters Score -1.600363e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -16004978.000000 Penalty: 5822.821289
	Iteration 2Q: 3 clusters Score -1.600498e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -16007223.000000 Penalty: 5822.821289
	Iteration 3Q: 3 clusters Score -1.600722e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -16010561.000000 Penalty: 5822.821289
	Iteration 4F: 3 clusters Score -1.601056e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 87633 members 
Entering Unmasked Estep 
Score: -16016242.000000 Penalty: 5822.821289
	Iteration 5F: 3 clusters Score -1.601624e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 97108 members 
Entering Unmasked Estep 
Score: -16023986.000000 Penalty: 5822.821289
	Iteration 6F: 3 clusters Score -1.602399e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 106720 members 
Entering Unmasked Estep 
Score: -16032714.000000 Penalty: 5822.821289
	Iteration 7F: 3 clusters Score -1.603271e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 114825 members 
Entering Unmasked Estep 
Score: -16040049.000000 Penalty: 5822.821289
	Iteration 8F: 3 clusters Score -1.604005e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 120115 members 
Entering Unmasked Estep 
Score: -16044830.000000 Penalty: 5822.821289
	Iteration 9Q: 3 clusters Score -1.604483e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 122947 members 
Entering Unmasked Estep 
Score: -16047368.000000 Penalty: 5822.821289
	Iteration 10Q: 3 clusters Score -1.604737e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 124188 members 
Entering Unmasked Estep 
Score: -16048356.000000 Penalty: 5822.821289
	Iteration 11Q: 3 clusters Score -1.604836e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 124663 members 
Entering Unmasked Estep 
Score: -16048744.000000 Penalty: 5822.821289
	Iteration 12Q: 3 clusters Score -1.604874e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 124843 members 
Entering Unmasked Estep 
Score: -16048914.000000 Penalty: 5822.821289
	Iteration 13Q: 3 clusters Score -1.604891e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 124919 members 
Entering Unmasked Estep 
Score: -16049020.000000 Penalty: 5822.821289
	Iteration 14Q: 3 clusters Score -1.604902e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 124966 members 
Entering Unmasked Estep 
Score: -16049076.000000 Penalty: 5822.821289
	Iteration 15Q: 3 clusters Score -1.604908e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 124995 members 
Entering Unmasked Estep 
Score: -16049100.000000 Penalty: 5822.821289
	Iteration 16Q: 3 clusters Score -1.60491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -16049127.000000 Penalty: 5822.821289
	Iteration 17Q: 3 clusters Score -1.604913e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 125033 members 
Entering Unmasked Estep 
Score: -16049153.000000 Penalty: 5822.821289
	Iteration 18Q: 3 clusters Score -1.604915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 125047 members 
Entering Unmasked Estep 
Score: -16049172.000000 Penalty: 5822.821289
	Iteration 19Q: 3 clusters Score -1.604917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 125060 members 
Entering Unmasked Estep 
Score: -16049208.000000 Penalty: 5822.821289
	Iteration 20F: 3 clusters Score -1.604921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 125066 members 
Entering Unmasked Estep 
Score: -16049221.000000 Penalty: 5822.821289
	Iteration 21Q: 3 clusters Score -1.604922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 125075 members 
Entering Unmasked Estep 
Score: -16049242.000000 Penalty: 5822.821289
	Iteration 22Q: 3 clusters Score -1.604924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 125083 members 
Entering Unmasked Estep 
Score: -16049269.000000 Penalty: 5822.821289
	Iteration 23Q: 3 clusters Score -1.604927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 125087 members 
Entering Unmasked Estep 
Score: -16049289.000000 Penalty: 5822.821289
	Iteration 24Q: 3 clusters Score -1.604929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 125088 members 
Entering Unmasked Estep 
Score: -16049288.000000 Penalty: 5822.821289
	Iteration 25Q: 3 clusters Score -1.604929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 125090 members 
Entering Unmasked Estep 
Score: -16049283.000000 Penalty: 5822.821289
	Iteration 26Q: 3 clusters Score -1.604928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -16049290.000000 Penalty: 5822.821289
	Iteration 27Q: 3 clusters Score -1.604929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 125093 members 
Entering Unmasked Estep 
Score: -16049287.000000 Penalty: 5822.821289
	Iteration 28Q: 3 clusters Score -1.604929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 125093 members 
Entering Unmasked Estep 
Score: -16049287.000000 Penalty: 5822.821289
	Iteration 29F: 3 clusters Score -1.604929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -724350.500000 Penalty: 2152.131836
	Iteration 0F: 2 clusters Score -724350.5 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 2940 members 
Entering Unmasked Estep 
Score: -719313.375000 Penalty: 4304.263672
	Iteration 0F: 3 clusters Score -719313.4 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -720581.000000 Penalty: 4304.263672
	Iteration 1F: 3 clusters Score -720581 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -720823.000000 Penalty: 4304.263672
	Iteration 2F: 3 clusters Score -720823 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -720975.312500 Penalty: 4304.263672
	Iteration 3Q: 3 clusters Score -720975.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -721083.187500 Penalty: 4304.263672
	Iteration 4Q: 3 clusters Score -721083.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -721180.562500 Penalty: 4304.263672
	Iteration 5Q: 3 clusters Score -721180.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -721249.375000 Penalty: 4304.263672
	Iteration 6Q: 3 clusters Score -721249.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -721302.312500 Penalty: 4304.263672
	Iteration 7Q: 3 clusters Score -721302.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -721347.437500 Penalty: 4304.263672
	Iteration 8Q: 3 clusters Score -721347.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -721384.375000 Penalty: 4304.263672
	Iteration 9Q: 3 clusters Score -721384.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -721416.187500 Penalty: 4304.263672
	Iteration 10Q: 3 clusters Score -721416.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -721442.812500 Penalty: 4304.263672
	Iteration 11Q: 3 clusters Score -721442.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -721467.500000 Penalty: 4304.263672
	Iteration 12Q: 3 clusters Score -721467.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -721494.562500 Penalty: 4304.263672
	Iteration 13Q: 3 clusters Score -721494.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -721523.062500 Penalty: 4304.263672
	Iteration 14Q: 3 clusters Score -721523.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -721561.375000 Penalty: 4304.263672
	Iteration 15Q: 3 clusters Score -721561.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -721599.562500 Penalty: 4304.263672
	Iteration 16Q: 3 clusters Score -721599.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -721640.062500 Penalty: 4304.263672
	Iteration 17Q: 3 clusters Score -721640.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -721671.125000 Penalty: 4304.263672
	Iteration 18Q: 3 clusters Score -721671.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -721707.375000 Penalty: 4304.263672
	Iteration 19Q: 3 clusters Score -721707.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -721745.750000 Penalty: 4304.263672
	Iteration 20F: 3 clusters Score -721745.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -721793.000000 Penalty: 4304.263672
	Iteration 21Q: 3 clusters Score -721793 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -721832.125000 Penalty: 4304.263672
	Iteration 22Q: 3 clusters Score -721832.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -721867.062500 Penalty: 4304.263672
	Iteration 23Q: 3 clusters Score -721867.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -721901.875000 Penalty: 4304.263672
	Iteration 24Q: 3 clusters Score -721901.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -721937.812500 Penalty: 4304.263672
	Iteration 25Q: 3 clusters Score -721937.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -721977.312500 Penalty: 4304.263672
	Iteration 26Q: 3 clusters Score -721977.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -722009.625000 Penalty: 4304.263672
	Iteration 27Q: 3 clusters Score -722009.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -722037.875000 Penalty: 4304.263672
	Iteration 28Q: 3 clusters Score -722037.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -722064.687500 Penalty: 4304.263672
	Iteration 29Q: 3 clusters Score -722064.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -722095.437500 Penalty: 4304.263672
	Iteration 30Q: 3 clusters Score -722095.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -722129.812500 Penalty: 4304.263672
	Iteration 31Q: 3 clusters Score -722129.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -722173.062500 Penalty: 4304.263672
	Iteration 32Q: 3 clusters Score -722173.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -722209.312500 Penalty: 4304.263672
	Iteration 33Q: 3 clusters Score -722209.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -722235.812500 Penalty: 4304.263672
	Iteration 34Q: 3 clusters Score -722235.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -722256.750000 Penalty: 4304.263672
	Iteration 35Q: 3 clusters Score -722256.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -722280.750000 Penalty: 4304.263672
	Iteration 36Q: 3 clusters Score -722280.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -722307.687500 Penalty: 4304.263672
	Iteration 37Q: 3 clusters Score -722307.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -722331.562500 Penalty: 4304.263672
	Iteration 38Q: 3 clusters Score -722331.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -722363.500000 Penalty: 4304.263672
	Iteration 39Q: 3 clusters Score -722363.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -722398.687500 Penalty: 4304.263672
	Iteration 40F: 3 clusters Score -722398.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -722424.125000 Penalty: 4304.263672
	Iteration 41Q: 3 clusters Score -722424.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -722458.875000 Penalty: 4304.263672
	Iteration 42Q: 3 clusters Score -722458.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -722479.500000 Penalty: 4304.263672
	Iteration 43Q: 3 clusters Score -722479.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -722495.125000 Penalty: 4304.263672
	Iteration 44Q: 3 clusters Score -722495.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -722505.875000 Penalty: 4304.263672
	Iteration 45Q: 3 clusters Score -722505.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -722521.875000 Penalty: 4304.263672
	Iteration 46Q: 3 clusters Score -722521.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -722546.062500 Penalty: 4304.263672
	Iteration 47Q: 3 clusters Score -722546.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -722576.187500 Penalty: 4304.263672
	Iteration 48Q: 3 clusters Score -722576.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -722602.000000 Penalty: 4304.263672
	Iteration 49Q: 3 clusters Score -722602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -722632.125000 Penalty: 4304.263672
	Iteration 50Q: 3 clusters Score -722632.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -722667.125000 Penalty: 4304.263672
	Iteration 51Q: 3 clusters Score -722667.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -722712.312500 Penalty: 4304.263672
	Iteration 52Q: 3 clusters Score -722712.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -722760.812500 Penalty: 4304.263672
	Iteration 53Q: 3 clusters Score -722760.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -722797.375000 Penalty: 4304.263672
	Iteration 54Q: 3 clusters Score -722797.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -722812.750000 Penalty: 4304.263672
	Iteration 55Q: 3 clusters Score -722812.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -722828.000000 Penalty: 4304.263672
	Iteration 56Q: 3 clusters Score -722828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -722842.375000 Penalty: 4304.263672
	Iteration 57Q: 3 clusters Score -722842.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -722854.062500 Penalty: 4304.263672
	Iteration 58Q: 3 clusters Score -722854.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -722863.812500 Penalty: 4304.263672
	Iteration 59Q: 3 clusters Score -722863.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -722868.937500 Penalty: 4304.263672
	Iteration 60F: 3 clusters Score -722868.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -722873.125000 Penalty: 4304.263672
	Iteration 61Q: 3 clusters Score -722873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -722878.125000 Penalty: 4304.263672
	Iteration 62Q: 3 clusters Score -722878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -722879.562500 Penalty: 4304.263672
	Iteration 63Q: 3 clusters Score -722879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -722881.437500 Penalty: 4304.263672
	Iteration 64Q: 3 clusters Score -722881.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -722886.312500 Penalty: 4304.263672
	Iteration 65Q: 3 clusters Score -722886.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -722887.812500 Penalty: 4304.263672
	Iteration 66Q: 3 clusters Score -722887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -722888.062500 Penalty: 4304.263672
	Iteration 67Q: 3 clusters Score -722888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -722888.062500 Penalty: 4304.263672
	Iteration 68F: 3 clusters Score -722888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -277317.125000 Penalty: 1925.545410
	Iteration 0F: 2 clusters Score -277317.1 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 1218 members 
Entering Unmasked Estep 
Score: -274496.437500 Penalty: 3851.090820
	Iteration 0F: 3 clusters Score -274496.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -275110.250000 Penalty: 3851.090820
	Iteration 1F: 3 clusters Score -275110.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -275419.031250 Penalty: 3851.090820
	Iteration 2F: 3 clusters Score -275419 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -275818.562500 Penalty: 3851.090820
	Iteration 3F: 3 clusters Score -275818.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -276083.218750 Penalty: 3851.090820
	Iteration 4F: 3 clusters Score -276083.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -276354.000000 Penalty: 3851.090820
	Iteration 5F: 3 clusters Score -276354 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -276593.593750 Penalty: 3851.090820
	Iteration 6F: 3 clusters Score -276593.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -276846.843750 Penalty: 3851.090820
	Iteration 7F: 3 clusters Score -276846.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -277100.156250 Penalty: 3851.090820
	Iteration 8Q: 3 clusters Score -277100.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -277414.343750 Penalty: 3851.090820
	Iteration 9Q: 3 clusters Score -277414.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -277717.937500 Penalty: 3851.090820
	Iteration 10Q: 3 clusters Score -277717.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -278004.375000 Penalty: 3851.090820
	Iteration 11Q: 3 clusters Score -278004.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -278085.156250 Penalty: 3851.090820
	Iteration 12Q: 3 clusters Score -278085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -278093.937500 Penalty: 3851.090820
	Iteration 13Q: 3 clusters Score -278093.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -278098.500000 Penalty: 3851.090820
	Iteration 14Q: 3 clusters Score -278098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -278102.531250 Penalty: 3851.090820
	Iteration 15Q: 3 clusters Score -278102.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -278105.531250 Penalty: 3851.090820
	Iteration 16Q: 3 clusters Score -278105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -278107.031250 Penalty: 3851.090820
	Iteration 17Q: 3 clusters Score -278107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -278107.625000 Penalty: 3851.090820
	Iteration 18Q: 3 clusters Score -278107.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -278107.625000 Penalty: 3851.090820
	Iteration 19F: 3 clusters Score -278107.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 31050 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285752 members 
Mstep: Class 5 contains 43172 members 
Mstep: Class 6 contains 46590 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 106348 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15160 members 
Mstep: Class 11 contains 39272 members 
Mstep: Class 12 contains 134521 members 
Mstep: Class 13 contains 125437 members 
Mstep: Class 14 contains 5872 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 100711 members 
Mstep: Class 17 contains 5603 members 
Mstep: Class 18 contains 22513 members 
Mstep: Class 19 contains 67630 members 
Mstep: Class 20 contains 21447 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7148 members 
Mstep: Class 23 contains 13160 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3701 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6585 members 
Mstep: Class 29 contains 4046 members 
Mstep: Class 30 contains 1039 members 
Entering Unmasked Estep 
Score: -157722304.000000 Penalty: 104539.820312
Splitting cluster 15 changes total score from -157722912.000000 to -157722304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (100711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100711 members 
Entering Unmasked Estep 
Score: -12698096.000000 Penalty: 2856.962402
	Iteration 0F: 2 clusters Score -1.26981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -12630934.000000 Penalty: 5713.924805
	Iteration 0F: 3 clusters Score -1.263093e+07 nChanged 47492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -12657569.000000 Penalty: 5713.924805
	Iteration 1F: 3 clusters Score -1.265757e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -12658316.000000 Penalty: 5713.924805
	Iteration 2Q: 3 clusters Score -1.265832e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -12659377.000000 Penalty: 5713.924805
	Iteration 3Q: 3 clusters Score -1.265938e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -12660947.000000 Penalty: 5713.924805
	Iteration 4Q: 3 clusters Score -1.266095e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -12663057.000000 Penalty: 5713.924805
	Iteration 5F: 3 clusters Score -1.266306e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -12666334.000000 Penalty: 5713.924805
	Iteration 6F: 3 clusters Score -1.266633e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -12670578.000000 Penalty: 5713.924805
	Iteration 7F: 3 clusters Score -1.267058e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -12675492.000000 Penalty: 5713.924805
	Iteration 8F: 3 clusters Score -1.267549e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -12680559.000000 Penalty: 5713.924805
	Iteration 9F: 3 clusters Score -1.268056e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -12685573.000000 Penalty: 5713.924805
	Iteration 10F: 3 clusters Score -1.268557e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -12689927.000000 Penalty: 5713.924805
	Iteration 11Q: 3 clusters Score -1.268993e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 96218 members 
Entering Unmasked Estep 
Score: -12692700.000000 Penalty: 5713.924805
	Iteration 12Q: 3 clusters Score -1.26927e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 97986 members 
Entering Unmasked Estep 
Score: -12694273.000000 Penalty: 5713.924805
	Iteration 13Q: 3 clusters Score -1.269427e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 98854 members 
Entering Unmasked Estep 
Score: -12695067.000000 Penalty: 5713.924805
	Iteration 14Q: 3 clusters Score -1.269507e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 99254 members 
Entering Unmasked Estep 
Score: -12695535.000000 Penalty: 5713.924805
	Iteration 15Q: 3 clusters Score -1.269554e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 99451 members 
Entering Unmasked Estep 
Score: -12695824.000000 Penalty: 5713.924805
	Iteration 16Q: 3 clusters Score -1.269582e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 99537 members 
Entering Unmasked Estep 
Score: -12696028.000000 Penalty: 5713.924805
	Iteration 17Q: 3 clusters Score -1.269603e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 99540 members 
Entering Unmasked Estep 
Score: -12696141.000000 Penalty: 5713.924805
	Iteration 18Q: 3 clusters Score -1.269614e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 99553 members 
Entering Unmasked Estep 
Score: -12696208.000000 Penalty: 5713.924805
	Iteration 19Q: 3 clusters Score -1.269621e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 99551 members 
Entering Unmasked Estep 
Score: -12696256.000000 Penalty: 5713.924805
	Iteration 20F: 3 clusters Score -1.269626e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -12696310.000000 Penalty: 5713.924805
	Iteration 21Q: 3 clusters Score -1.269631e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 99562 members 
Entering Unmasked Estep 
Score: -12696341.000000 Penalty: 5713.924805
	Iteration 22Q: 3 clusters Score -1.269634e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 99563 members 
Entering Unmasked Estep 
Score: -12696341.000000 Penalty: 5713.924805
	Iteration 23Q: 3 clusters Score -1.269634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 99560 members 
Entering Unmasked Estep 
Score: -12696361.000000 Penalty: 5713.924805
	Iteration 24Q: 3 clusters Score -1.269636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 99555 members 
Entering Unmasked Estep 
Score: -12696375.000000 Penalty: 5713.924805
	Iteration 25Q: 3 clusters Score -1.269638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -12696391.000000 Penalty: 5713.924805
	Iteration 26Q: 3 clusters Score -1.269639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 99556 members 
Entering Unmasked Estep 
Score: -12696394.000000 Penalty: 5713.924805
	Iteration 27Q: 3 clusters Score -1.269639e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -12696386.000000 Penalty: 5713.924805
	Iteration 28Q: 3 clusters Score -1.269639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -12696381.000000 Penalty: 5713.924805
	Iteration 29Q: 3 clusters Score -1.269638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -12696384.000000 Penalty: 5713.924805
	Iteration 30Q: 3 clusters Score -1.269638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 99565 members 
Entering Unmasked Estep 
Score: -12696386.000000 Penalty: 5713.924805
	Iteration 31Q: 3 clusters Score -1.269639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 99565 members 
Entering Unmasked Estep 
Score: -12696386.000000 Penalty: 5713.924805
	Iteration 32F: 3 clusters Score -1.269639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Entering Unmasked Estep 
Score: -709264.750000 Penalty: 2140.502441
	Iteration 0F: 2 clusters Score -709264.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -704333.812500 Penalty: 4281.004883
	Iteration 0F: 3 clusters Score -704333.8 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -705510.875000 Penalty: 4281.004883
	Iteration 1F: 3 clusters Score -705510.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -705704.562500 Penalty: 4281.004883
	Iteration 2F: 3 clusters Score -705704.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -705819.187500 Penalty: 4281.004883
	Iteration 3Q: 3 clusters Score -705819.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -705890.750000 Penalty: 4281.004883
	Iteration 4Q: 3 clusters Score -705890.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -705935.062500 Penalty: 4281.004883
	Iteration 5Q: 3 clusters Score -705935.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -705967.312500 Penalty: 4281.004883
	Iteration 6Q: 3 clusters Score -705967.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -705991.187500 Penalty: 4281.004883
	Iteration 7Q: 3 clusters Score -705991.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -706017.187500 Penalty: 4281.004883
	Iteration 8Q: 3 clusters Score -706017.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -706041.125000 Penalty: 4281.004883
	Iteration 9Q: 3 clusters Score -706041.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -706066.750000 Penalty: 4281.004883
	Iteration 10Q: 3 clusters Score -706066.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -706096.812500 Penalty: 4281.004883
	Iteration 11Q: 3 clusters Score -706096.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -706122.875000 Penalty: 4281.004883
	Iteration 12Q: 3 clusters Score -706122.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -706146.562500 Penalty: 4281.004883
	Iteration 13Q: 3 clusters Score -706146.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -706169.500000 Penalty: 4281.004883
	Iteration 14Q: 3 clusters Score -706169.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -706198.375000 Penalty: 4281.004883
	Iteration 15Q: 3 clusters Score -706198.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -706222.750000 Penalty: 4281.004883
	Iteration 16Q: 3 clusters Score -706222.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -706246.937500 Penalty: 4281.004883
	Iteration 17Q: 3 clusters Score -706246.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -706268.562500 Penalty: 4281.004883
	Iteration 18Q: 3 clusters Score -706268.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -706292.937500 Penalty: 4281.004883
	Iteration 19Q: 3 clusters Score -706292.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -706320.062500 Penalty: 4281.004883
	Iteration 20F: 3 clusters Score -706320.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -706346.187500 Penalty: 4281.004883
	Iteration 21Q: 3 clusters Score -706346.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -706373.562500 Penalty: 4281.004883
	Iteration 22Q: 3 clusters Score -706373.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -706397.562500 Penalty: 4281.004883
	Iteration 23Q: 3 clusters Score -706397.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -706427.812500 Penalty: 4281.004883
	Iteration 24Q: 3 clusters Score -706427.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -706457.000000 Penalty: 4281.004883
	Iteration 25Q: 3 clusters Score -706457 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -706496.250000 Penalty: 4281.004883
	Iteration 26Q: 3 clusters Score -706496.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -706530.812500 Penalty: 4281.004883
	Iteration 27Q: 3 clusters Score -706530.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -706567.750000 Penalty: 4281.004883
	Iteration 28Q: 3 clusters Score -706567.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -706598.375000 Penalty: 4281.004883
	Iteration 29Q: 3 clusters Score -706598.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -706634.750000 Penalty: 4281.004883
	Iteration 30Q: 3 clusters Score -706634.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -706676.937500 Penalty: 4281.004883
	Iteration 31Q: 3 clusters Score -706676.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -706729.062500 Penalty: 4281.004883
	Iteration 32Q: 3 clusters Score -706729.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -706789.250000 Penalty: 4281.004883
	Iteration 33Q: 3 clusters Score -706789.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -706848.000000 Penalty: 4281.004883
	Iteration 34Q: 3 clusters Score -706848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -706903.812500 Penalty: 4281.004883
	Iteration 35Q: 3 clusters Score -706903.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -706959.125000 Penalty: 4281.004883
	Iteration 36Q: 3 clusters Score -706959.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -707012.937500 Penalty: 4281.004883
	Iteration 37Q: 3 clusters Score -707012.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -707061.187500 Penalty: 4281.004883
	Iteration 38Q: 3 clusters Score -707061.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -707113.687500 Penalty: 4281.004883
	Iteration 39Q: 3 clusters Score -707113.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -707162.500000 Penalty: 4281.004883
	Iteration 40F: 3 clusters Score -707162.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -707203.250000 Penalty: 4281.004883
	Iteration 41Q: 3 clusters Score -707203.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -707235.187500 Penalty: 4281.004883
	Iteration 42Q: 3 clusters Score -707235.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -707259.562500 Penalty: 4281.004883
	Iteration 43Q: 3 clusters Score -707259.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -707285.437500 Penalty: 4281.004883
	Iteration 44Q: 3 clusters Score -707285.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -707311.500000 Penalty: 4281.004883
	Iteration 45Q: 3 clusters Score -707311.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -707337.062500 Penalty: 4281.004883
	Iteration 46Q: 3 clusters Score -707337.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -707357.250000 Penalty: 4281.004883
	Iteration 47Q: 3 clusters Score -707357.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -707373.500000 Penalty: 4281.004883
	Iteration 48Q: 3 clusters Score -707373.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -707383.500000 Penalty: 4281.004883
	Iteration 49Q: 3 clusters Score -707383.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -707391.187500 Penalty: 4281.004883
	Iteration 50Q: 3 clusters Score -707391.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -707399.937500 Penalty: 4281.004883
	Iteration 51Q: 3 clusters Score -707399.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -707409.312500 Penalty: 4281.004883
	Iteration 52Q: 3 clusters Score -707409.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -707419.312500 Penalty: 4281.004883
	Iteration 53Q: 3 clusters Score -707419.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -707427.062500 Penalty: 4281.004883
	Iteration 54Q: 3 clusters Score -707427.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -707434.687500 Penalty: 4281.004883
	Iteration 55Q: 3 clusters Score -707434.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -707441.312500 Penalty: 4281.004883
	Iteration 56Q: 3 clusters Score -707441.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -707445.687500 Penalty: 4281.004883
	Iteration 57Q: 3 clusters Score -707445.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -707449.062500 Penalty: 4281.004883
	Iteration 58Q: 3 clusters Score -707449.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -707452.562500 Penalty: 4281.004883
	Iteration 59Q: 3 clusters Score -707452.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -707455.875000 Penalty: 4281.004883
	Iteration 60F: 3 clusters Score -707455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -707457.375000 Penalty: 4281.004883
	Iteration 61Q: 3 clusters Score -707457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -707459.437500 Penalty: 4281.004883
	Iteration 62Q: 3 clusters Score -707459.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -707462.125000 Penalty: 4281.004883
	Iteration 63Q: 3 clusters Score -707462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -707465.437500 Penalty: 4281.004883
	Iteration 64Q: 3 clusters Score -707465.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -707466.812500 Penalty: 4281.004883
	Iteration 65Q: 3 clusters Score -707466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -707468.187500 Penalty: 4281.004883
	Iteration 66Q: 3 clusters Score -707468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -707469.437500 Penalty: 4281.004883
	Iteration 67Q: 3 clusters Score -707469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -707469.750000 Penalty: 4281.004883
	Iteration 68Q: 3 clusters Score -707469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -707469.875000 Penalty: 4281.004883
	Iteration 69Q: 3 clusters Score -707469.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -707471.812500 Penalty: 4281.004883
	Iteration 70Q: 3 clusters Score -707471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -707474.062500 Penalty: 4281.004883
	Iteration 71Q: 3 clusters Score -707474.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -707474.500000 Penalty: 4281.004883
	Iteration 72Q: 3 clusters Score -707474.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -707475.375000 Penalty: 4281.004883
	Iteration 73Q: 3 clusters Score -707475.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -707476.750000 Penalty: 4281.004883
	Iteration 74Q: 3 clusters Score -707476.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -707476.687500 Penalty: 4281.004883
	Iteration 75Q: 3 clusters Score -707476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -707478.062500 Penalty: 4281.004883
	Iteration 76Q: 3 clusters Score -707478.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -707478.875000 Penalty: 4281.004883
	Iteration 77Q: 3 clusters Score -707478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -707478.062500 Penalty: 4281.004883
	Iteration 78Q: 3 clusters Score -707478.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -707478.062500 Penalty: 4281.004883
	Iteration 79F: 3 clusters Score -707478.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Entering Unmasked Estep 
Score: -2632735.250000 Penalty: 2485.418457
	Iteration 0F: 2 clusters Score -2632735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2616948.000000 Penalty: 4970.836914
	Iteration 0F: 3 clusters Score -2616948 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2622556.750000 Penalty: 4970.836914
	Iteration 1F: 3 clusters Score -2622557 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2623244.000000 Penalty: 4970.836914
	Iteration 2F: 3 clusters Score -2623244 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2623959.000000 Penalty: 4970.836914
	Iteration 3F: 3 clusters Score -2623959 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2624786.500000 Penalty: 4970.836914
	Iteration 4F: 3 clusters Score -2624786 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2625618.250000 Penalty: 4970.836914
	Iteration 5F: 3 clusters Score -2625618 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2626415.250000 Penalty: 4970.836914
	Iteration 6F: 3 clusters Score -2626415 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2627126.000000 Penalty: 4970.836914
	Iteration 7Q: 3 clusters Score -2627126 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2627761.000000 Penalty: 4970.836914
	Iteration 8Q: 3 clusters Score -2627761 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2628345.250000 Penalty: 4970.836914
	Iteration 9Q: 3 clusters Score -2628345 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2628856.500000 Penalty: 4970.836914
	Iteration 10Q: 3 clusters Score -2628856 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2629274.500000 Penalty: 4970.836914
	Iteration 11Q: 3 clusters Score -2629274 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2629623.250000 Penalty: 4970.836914
	Iteration 12Q: 3 clusters Score -2629623 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2629896.000000 Penalty: 4970.836914
	Iteration 13Q: 3 clusters Score -2629896 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2630150.500000 Penalty: 4970.836914
	Iteration 14Q: 3 clusters Score -2630150 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2630377.500000 Penalty: 4970.836914
	Iteration 15Q: 3 clusters Score -2630378 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2630513.750000 Penalty: 4970.836914
	Iteration 16Q: 3 clusters Score -2630514 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2630602.500000 Penalty: 4970.836914
	Iteration 17Q: 3 clusters Score -2630602 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2630707.750000 Penalty: 4970.836914
	Iteration 18Q: 3 clusters Score -2630708 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2630789.750000 Penalty: 4970.836914
	Iteration 19Q: 3 clusters Score -2630790 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2630850.250000 Penalty: 4970.836914
	Iteration 20F: 3 clusters Score -2630850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2630905.000000 Penalty: 4970.836914
	Iteration 21Q: 3 clusters Score -2630905 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2630938.250000 Penalty: 4970.836914
	Iteration 22Q: 3 clusters Score -2630938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2630966.750000 Penalty: 4970.836914
	Iteration 23Q: 3 clusters Score -2630967 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2630993.250000 Penalty: 4970.836914
	Iteration 24Q: 3 clusters Score -2630993 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2631006.500000 Penalty: 4970.836914
	Iteration 25Q: 3 clusters Score -2631006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2631031.500000 Penalty: 4970.836914
	Iteration 26Q: 3 clusters Score -2631032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2631046.750000 Penalty: 4970.836914
	Iteration 27Q: 3 clusters Score -2631047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2631047.750000 Penalty: 4970.836914
	Iteration 28Q: 3 clusters Score -2631048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2631051.750000 Penalty: 4970.836914
	Iteration 29Q: 3 clusters Score -2631052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2631060.250000 Penalty: 4970.836914
	Iteration 30Q: 3 clusters Score -2631060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2631061.250000 Penalty: 4970.836914
	Iteration 31Q: 3 clusters Score -2631061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2631060.750000 Penalty: 4970.836914
	Iteration 32Q: 3 clusters Score -2631061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2631065.000000 Penalty: 4970.836914
	Iteration 33Q: 3 clusters Score -2631065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2631066.000000 Penalty: 4970.836914
	Iteration 34Q: 3 clusters Score -2631066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2631066.000000 Penalty: 4970.836914
	Iteration 35Q: 3 clusters Score -2631066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2631066.250000 Penalty: 4970.836914
	Iteration 36Q: 3 clusters Score -2631066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2631066.250000 Penalty: 4970.836914
	Iteration 37F: 3 clusters Score -2631066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (67630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Entering Unmasked Estep 
Score: -8643590.000000 Penalty: 2758.208252
	Iteration 0F: 2 clusters Score -8643590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -8598077.000000 Penalty: 5516.416504
	Iteration 0F: 3 clusters Score -8598077 nChanged 31707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -8616509.000000 Penalty: 5516.416504
	Iteration 1F: 3 clusters Score -8616509 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -8617615.000000 Penalty: 5516.416504
	Iteration 2Q: 3 clusters Score -8617615 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -8619177.000000 Penalty: 5516.416504
	Iteration 3F: 3 clusters Score -8619177 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -8621297.000000 Penalty: 5516.416504
	Iteration 4F: 3 clusters Score -8621297 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -8624448.000000 Penalty: 5516.416504
	Iteration 5F: 3 clusters Score -8624448 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -8628466.000000 Penalty: 5516.416504
	Iteration 6F: 3 clusters Score -8628466 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -8633054.000000 Penalty: 5516.416504
	Iteration 7F: 3 clusters Score -8633054 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -8637034.000000 Penalty: 5516.416504
	Iteration 8F: 3 clusters Score -8637034 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -8639885.000000 Penalty: 5516.416504
	Iteration 9Q: 3 clusters Score -8639885 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8641287.000000 Penalty: 5516.416504
	Iteration 10Q: 3 clusters Score -8641287 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8641816.000000 Penalty: 5516.416504
	Iteration 11Q: 3 clusters Score -8641816 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8642011.000000 Penalty: 5516.416504
	Iteration 12Q: 3 clusters Score -8642011 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -8642080.000000 Penalty: 5516.416504
	Iteration 13Q: 3 clusters Score -8642080 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8642121.000000 Penalty: 5516.416504
	Iteration 14Q: 3 clusters Score -8642121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8642148.000000 Penalty: 5516.416504
	Iteration 15Q: 3 clusters Score -8642148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8642147.000000 Penalty: 5516.416504
	Iteration 16Q: 3 clusters Score -8642147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8642164.000000 Penalty: 5516.416504
	Iteration 17Q: 3 clusters Score -8642164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8642183.000000 Penalty: 5516.416504
	Iteration 18Q: 3 clusters Score -8642183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8642208.000000 Penalty: 5516.416504
	Iteration 19Q: 3 clusters Score -8642208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8642207.000000 Penalty: 5516.416504
	Iteration 20F: 3 clusters Score -8642207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8642216.000000 Penalty: 5516.416504
	Iteration 21Q: 3 clusters Score -8642216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8642220.000000 Penalty: 5516.416504
	Iteration 22Q: 3 clusters Score -8642220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8642205.000000 Penalty: 5516.416504
	Iteration 23Q: 3 clusters Score -8642205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8642216.000000 Penalty: 5516.416504
	Iteration 24Q: 3 clusters Score -8642216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8642220.000000 Penalty: 5516.416504
	Iteration 25Q: 3 clusters Score -8642220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8642217.000000 Penalty: 5516.416504
	Iteration 26Q: 3 clusters Score -8642217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8642213.000000 Penalty: 5516.416504
	Iteration 27Q: 3 clusters Score -8642213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8642229.000000 Penalty: 5516.416504
	Iteration 28Q: 3 clusters Score -8642229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8642234.000000 Penalty: 5516.416504
	Iteration 29Q: 3 clusters Score -8642234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -8642240.000000 Penalty: 5516.416504
	Iteration 30Q: 3 clusters Score -8642240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8642239.000000 Penalty: 5516.416504
	Iteration 31Q: 3 clusters Score -8642239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8642239.000000 Penalty: 5516.416504
	Iteration 32F: 3 clusters Score -8642239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Entering Unmasked Estep 
Score: -2730037.750000 Penalty: 2473.388428
	Iteration 0F: 2 clusters Score -2730038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2715137.750000 Penalty: 4946.776855
	Iteration 0F: 3 clusters Score -2715138 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2720165.250000 Penalty: 4946.776855
	Iteration 1F: 3 clusters Score -2720165 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2720608.250000 Penalty: 4946.776855
	Iteration 2F: 3 clusters Score -2720608 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2721004.750000 Penalty: 4946.776855
	Iteration 3Q: 3 clusters Score -2721005 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2721410.500000 Penalty: 4946.776855
	Iteration 4Q: 3 clusters Score -2721410 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2721975.750000 Penalty: 4946.776855
	Iteration 5Q: 3 clusters Score -2721976 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2722781.000000 Penalty: 4946.776855
	Iteration 6F: 3 clusters Score -2722781 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2723707.250000 Penalty: 4946.776855
	Iteration 7F: 3 clusters Score -2723707 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2724625.000000 Penalty: 4946.776855
	Iteration 8F: 3 clusters Score -2724625 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2725382.500000 Penalty: 4946.776855
	Iteration 9F: 3 clusters Score -2725382 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2725956.500000 Penalty: 4946.776855
	Iteration 10Q: 3 clusters Score -2725956 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2726354.500000 Penalty: 4946.776855
	Iteration 11Q: 3 clusters Score -2726354 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2726588.250000 Penalty: 4946.776855
	Iteration 12Q: 3 clusters Score -2726588 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2726744.750000 Penalty: 4946.776855
	Iteration 13Q: 3 clusters Score -2726745 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2726860.250000 Penalty: 4946.776855
	Iteration 14Q: 3 clusters Score -2726860 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2726946.250000 Penalty: 4946.776855
	Iteration 15Q: 3 clusters Score -2726946 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2727012.750000 Penalty: 4946.776855
	Iteration 16Q: 3 clusters Score -2727013 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2727068.000000 Penalty: 4946.776855
	Iteration 17Q: 3 clusters Score -2727068 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2727114.750000 Penalty: 4946.776855
	Iteration 18Q: 3 clusters Score -2727115 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2727157.250000 Penalty: 4946.776855
	Iteration 19Q: 3 clusters Score -2727157 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2727187.750000 Penalty: 4946.776855
	Iteration 20F: 3 clusters Score -2727188 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2727207.000000 Penalty: 4946.776855
	Iteration 21Q: 3 clusters Score -2727207 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2727227.000000 Penalty: 4946.776855
	Iteration 22Q: 3 clusters Score -2727227 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2727235.500000 Penalty: 4946.776855
	Iteration 23Q: 3 clusters Score -2727236 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2727246.750000 Penalty: 4946.776855
	Iteration 24Q: 3 clusters Score -2727247 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2727268.750000 Penalty: 4946.776855
	Iteration 25Q: 3 clusters Score -2727269 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2727273.000000 Penalty: 4946.776855
	Iteration 26Q: 3 clusters Score -2727273 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2727270.750000 Penalty: 4946.776855
	Iteration 27Q: 3 clusters Score -2727271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2727282.500000 Penalty: 4946.776855
	Iteration 28Q: 3 clusters Score -2727282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2727294.000000 Penalty: 4946.776855
	Iteration 29Q: 3 clusters Score -2727294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2727301.000000 Penalty: 4946.776855
	Iteration 30Q: 3 clusters Score -2727301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2727308.250000 Penalty: 4946.776855
	Iteration 31Q: 3 clusters Score -2727308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2727316.250000 Penalty: 4946.776855
	Iteration 32Q: 3 clusters Score -2727316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2727322.500000 Penalty: 4946.776855
	Iteration 33Q: 3 clusters Score -2727322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2727328.750000 Penalty: 4946.776855
	Iteration 34Q: 3 clusters Score -2727329 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2727345.000000 Penalty: 4946.776855
	Iteration 35Q: 3 clusters Score -2727345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2727351.250000 Penalty: 4946.776855
	Iteration 36Q: 3 clusters Score -2727351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2727369.250000 Penalty: 4946.776855
	Iteration 37Q: 3 clusters Score -2727369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2727377.000000 Penalty: 4946.776855
	Iteration 38Q: 3 clusters Score -2727377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2727378.000000 Penalty: 4946.776855
	Iteration 39Q: 3 clusters Score -2727378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2727385.500000 Penalty: 4946.776855
	Iteration 40F: 3 clusters Score -2727386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2727384.750000 Penalty: 4946.776855
	Iteration 41Q: 3 clusters Score -2727385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2727384.500000 Penalty: 4946.776855
	Iteration 42Q: 3 clusters Score -2727384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2727395.500000 Penalty: 4946.776855
	Iteration 43Q: 3 clusters Score -2727396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2727403.750000 Penalty: 4946.776855
	Iteration 44Q: 3 clusters Score -2727404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2727406.750000 Penalty: 4946.776855
	Iteration 45Q: 3 clusters Score -2727407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2727401.750000 Penalty: 4946.776855
	Iteration 46Q: 3 clusters Score -2727402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2727402.750000 Penalty: 4946.776855
	Iteration 47Q: 3 clusters Score -2727403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2727408.250000 Penalty: 4946.776855
	Iteration 48Q: 3 clusters Score -2727408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2727406.500000 Penalty: 4946.776855
	Iteration 49Q: 3 clusters Score -2727406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2727416.500000 Penalty: 4946.776855
	Iteration 50Q: 3 clusters Score -2727416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2727417.250000 Penalty: 4946.776855
	Iteration 51Q: 3 clusters Score -2727417 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2727424.500000 Penalty: 4946.776855
	Iteration 52Q: 3 clusters Score -2727424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2727435.000000 Penalty: 4946.776855
	Iteration 53Q: 3 clusters Score -2727435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2727431.250000 Penalty: 4946.776855
	Iteration 54Q: 3 clusters Score -2727431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2727444.250000 Penalty: 4946.776855
	Iteration 55Q: 3 clusters Score -2727444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2727445.750000 Penalty: 4946.776855
	Iteration 56Q: 3 clusters Score -2727446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2727455.500000 Penalty: 4946.776855
	Iteration 57Q: 3 clusters Score -2727456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2727473.250000 Penalty: 4946.776855
	Iteration 58Q: 3 clusters Score -2727473 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2727485.750000 Penalty: 4946.776855
	Iteration 59Q: 3 clusters Score -2727486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2727515.750000 Penalty: 4946.776855
	Iteration 60F: 3 clusters Score -2727516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2727551.500000 Penalty: 4946.776855
	Iteration 61Q: 3 clusters Score -2727552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2727575.250000 Penalty: 4946.776855
	Iteration 62Q: 3 clusters Score -2727575 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2727621.500000 Penalty: 4946.776855
	Iteration 63Q: 3 clusters Score -2727622 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2727673.500000 Penalty: 4946.776855
	Iteration 64Q: 3 clusters Score -2727674 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2727734.000000 Penalty: 4946.776855
	Iteration 65Q: 3 clusters Score -2727734 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2727773.750000 Penalty: 4946.776855
	Iteration 66Q: 3 clusters Score -2727774 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2727808.500000 Penalty: 4946.776855
	Iteration 67Q: 3 clusters Score -2727808 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2727850.500000 Penalty: 4946.776855
	Iteration 68Q: 3 clusters Score -2727850 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2727873.500000 Penalty: 4946.776855
	Iteration 69Q: 3 clusters Score -2727874 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2727890.000000 Penalty: 4946.776855
	Iteration 70Q: 3 clusters Score -2727890 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2727911.750000 Penalty: 4946.776855
	Iteration 71Q: 3 clusters Score -2727912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2727939.250000 Penalty: 4946.776855
	Iteration 72Q: 3 clusters Score -2727939 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2727960.750000 Penalty: 4946.776855
	Iteration 73Q: 3 clusters Score -2727961 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2727985.500000 Penalty: 4946.776855
	Iteration 74Q: 3 clusters Score -2727986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2727997.750000 Penalty: 4946.776855
	Iteration 75Q: 3 clusters Score -2727998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2728008.000000 Penalty: 4946.776855
	Iteration 76Q: 3 clusters Score -2728008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2728018.000000 Penalty: 4946.776855
	Iteration 77Q: 3 clusters Score -2728018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2728016.500000 Penalty: 4946.776855
	Iteration 78Q: 3 clusters Score -2728016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2728026.250000 Penalty: 4946.776855
	Iteration 79Q: 3 clusters Score -2728026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2728039.250000 Penalty: 4946.776855
	Iteration 80F: 3 clusters Score -2728039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2728045.750000 Penalty: 4946.776855
	Iteration 81Q: 3 clusters Score -2728046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2728040.500000 Penalty: 4946.776855
	Iteration 82Q: 3 clusters Score -2728040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2728035.500000 Penalty: 4946.776855
	Iteration 83Q: 3 clusters Score -2728036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2728040.750000 Penalty: 4946.776855
	Iteration 84Q: 3 clusters Score -2728041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2728045.500000 Penalty: 4946.776855
	Iteration 85Q: 3 clusters Score -2728046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2728043.250000 Penalty: 4946.776855
	Iteration 86Q: 3 clusters Score -2728043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2728043.250000 Penalty: 4946.776855
	Iteration 87Q: 3 clusters Score -2728043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2728048.500000 Penalty: 4946.776855
	Iteration 88Q: 3 clusters Score -2728048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2728053.000000 Penalty: 4946.776855
	Iteration 89Q: 3 clusters Score -2728053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2728055.250000 Penalty: 4946.776855
	Iteration 90Q: 3 clusters Score -2728055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2728066.000000 Penalty: 4946.776855
	Iteration 91Q: 3 clusters Score -2728066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2728067.500000 Penalty: 4946.776855
	Iteration 92Q: 3 clusters Score -2728068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2728070.750000 Penalty: 4946.776855
	Iteration 93Q: 3 clusters Score -2728071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2728083.250000 Penalty: 4946.776855
	Iteration 94Q: 3 clusters Score -2728083 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2728090.000000 Penalty: 4946.776855
	Iteration 95Q: 3 clusters Score -2728090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2728097.750000 Penalty: 4946.776855
	Iteration 96Q: 3 clusters Score -2728098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2728102.500000 Penalty: 4946.776855
	Iteration 97Q: 3 clusters Score -2728102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2728109.250000 Penalty: 4946.776855
	Iteration 98Q: 3 clusters Score -2728109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2728125.750000 Penalty: 4946.776855
	Iteration 99Q: 3 clusters Score -2728126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2728129.000000 Penalty: 4946.776855
	Iteration 100F: 3 clusters Score -2728129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2728133.000000 Penalty: 4946.776855
	Iteration 101Q: 3 clusters Score -2728133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2728143.250000 Penalty: 4946.776855
	Iteration 102Q: 3 clusters Score -2728143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2728146.750000 Penalty: 4946.776855
	Iteration 103Q: 3 clusters Score -2728147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2728149.000000 Penalty: 4946.776855
	Iteration 104Q: 3 clusters Score -2728149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2728153.750000 Penalty: 4946.776855
	Iteration 105Q: 3 clusters Score -2728154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2728159.500000 Penalty: 4946.776855
	Iteration 106Q: 3 clusters Score -2728160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2728161.500000 Penalty: 4946.776855
	Iteration 107Q: 3 clusters Score -2728162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2728158.250000 Penalty: 4946.776855
	Iteration 108Q: 3 clusters Score -2728158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2728163.000000 Penalty: 4946.776855
	Iteration 109Q: 3 clusters Score -2728163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2728174.500000 Penalty: 4946.776855
	Iteration 110Q: 3 clusters Score -2728174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2728176.000000 Penalty: 4946.776855
	Iteration 111Q: 3 clusters Score -2728176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2728186.000000 Penalty: 4946.776855
	Iteration 112Q: 3 clusters Score -2728186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2728186.750000 Penalty: 4946.776855
	Iteration 113Q: 3 clusters Score -2728187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2728201.000000 Penalty: 4946.776855
	Iteration 114Q: 3 clusters Score -2728201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2728203.250000 Penalty: 4946.776855
	Iteration 115Q: 3 clusters Score -2728203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2728203.250000 Penalty: 4946.776855
	Iteration 116Q: 3 clusters Score -2728203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2728213.000000 Penalty: 4946.776855
	Iteration 117Q: 3 clusters Score -2728213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2728214.750000 Penalty: 4946.776855
	Iteration 118Q: 3 clusters Score -2728215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2728223.250000 Penalty: 4946.776855
	Iteration 119Q: 3 clusters Score -2728223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2728224.500000 Penalty: 4946.776855
	Iteration 120F: 3 clusters Score -2728224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2728227.000000 Penalty: 4946.776855
	Iteration 121Q: 3 clusters Score -2728227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2728233.000000 Penalty: 4946.776855
	Iteration 122Q: 3 clusters Score -2728233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2728235.000000 Penalty: 4946.776855
	Iteration 123Q: 3 clusters Score -2728235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2728242.500000 Penalty: 4946.776855
	Iteration 124Q: 3 clusters Score -2728242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2728240.750000 Penalty: 4946.776855
	Iteration 125Q: 3 clusters Score -2728241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2728246.000000 Penalty: 4946.776855
	Iteration 126Q: 3 clusters Score -2728246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2728244.750000 Penalty: 4946.776855
	Iteration 127Q: 3 clusters Score -2728245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2728245.000000 Penalty: 4946.776855
	Iteration 128Q: 3 clusters Score -2728245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2728252.500000 Penalty: 4946.776855
	Iteration 129Q: 3 clusters Score -2728252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2728254.000000 Penalty: 4946.776855
	Iteration 130Q: 3 clusters Score -2728254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2728261.250000 Penalty: 4946.776855
	Iteration 131Q: 3 clusters Score -2728261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2728258.000000 Penalty: 4946.776855
	Iteration 132Q: 3 clusters Score -2728258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2728256.250000 Penalty: 4946.776855
	Iteration 133Q: 3 clusters Score -2728256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2728260.000000 Penalty: 4946.776855
	Iteration 134Q: 3 clusters Score -2728260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2728263.000000 Penalty: 4946.776855
	Iteration 135Q: 3 clusters Score -2728263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2728264.000000 Penalty: 4946.776855
	Iteration 136Q: 3 clusters Score -2728264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2728271.500000 Penalty: 4946.776855
	Iteration 137Q: 3 clusters Score -2728272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2728272.250000 Penalty: 4946.776855
	Iteration 138Q: 3 clusters Score -2728272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2728276.750000 Penalty: 4946.776855
	Iteration 139Q: 3 clusters Score -2728277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2728281.500000 Penalty: 4946.776855
	Iteration 140F: 3 clusters Score -2728282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2728281.250000 Penalty: 4946.776855
	Iteration 141Q: 3 clusters Score -2728281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2728282.000000 Penalty: 4946.776855
	Iteration 142Q: 3 clusters Score -2728282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2728282.750000 Penalty: 4946.776855
	Iteration 143Q: 3 clusters Score -2728283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2728280.250000 Penalty: 4946.776855
	Iteration 144Q: 3 clusters Score -2728280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2728281.500000 Penalty: 4946.776855
	Iteration 145Q: 3 clusters Score -2728282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2728283.500000 Penalty: 4946.776855
	Iteration 146Q: 3 clusters Score -2728284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2728281.750000 Penalty: 4946.776855
	Iteration 147Q: 3 clusters Score -2728282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2728283.250000 Penalty: 4946.776855
	Iteration 148Q: 3 clusters Score -2728283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2728283.250000 Penalty: 4946.776855
	Iteration 149F: 3 clusters Score -2728283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Entering Unmasked Estep 
Score: -509181.062500 Penalty: 2063.592041
	Iteration 0F: 2 clusters Score -509181.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -505235.781250 Penalty: 4127.184082
	Iteration 0F: 3 clusters Score -505235.8 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -506053.281250 Penalty: 4127.184082
	Iteration 1F: 3 clusters Score -506053.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -506211.156250 Penalty: 4127.184082
	Iteration 2F: 3 clusters Score -506211.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -506316.687500 Penalty: 4127.184082
	Iteration 3Q: 3 clusters Score -506316.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -506416.750000 Penalty: 4127.184082
	Iteration 4Q: 3 clusters Score -506416.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -506528.718750 Penalty: 4127.184082
	Iteration 5Q: 3 clusters Score -506528.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -506658.406250 Penalty: 4127.184082
	Iteration 6Q: 3 clusters Score -506658.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -506800.375000 Penalty: 4127.184082
	Iteration 7Q: 3 clusters Score -506800.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -506954.218750 Penalty: 4127.184082
	Iteration 8Q: 3 clusters Score -506954.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -507079.625000 Penalty: 4127.184082
	Iteration 9Q: 3 clusters Score -507079.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -507167.625000 Penalty: 4127.184082
	Iteration 10Q: 3 clusters Score -507167.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -507254.812500 Penalty: 4127.184082
	Iteration 11Q: 3 clusters Score -507254.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -507330.343750 Penalty: 4127.184082
	Iteration 12Q: 3 clusters Score -507330.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -507399.843750 Penalty: 4127.184082
	Iteration 13Q: 3 clusters Score -507399.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -507441.000000 Penalty: 4127.184082
	Iteration 14Q: 3 clusters Score -507441 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -507483.656250 Penalty: 4127.184082
	Iteration 15Q: 3 clusters Score -507483.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -507510.343750 Penalty: 4127.184082
	Iteration 16Q: 3 clusters Score -507510.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -507529.500000 Penalty: 4127.184082
	Iteration 17Q: 3 clusters Score -507529.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -507545.187500 Penalty: 4127.184082
	Iteration 18Q: 3 clusters Score -507545.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -507562.781250 Penalty: 4127.184082
	Iteration 19Q: 3 clusters Score -507562.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -507580.937500 Penalty: 4127.184082
	Iteration 20F: 3 clusters Score -507580.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -507596.437500 Penalty: 4127.184082
	Iteration 21Q: 3 clusters Score -507596.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -507612.937500 Penalty: 4127.184082
	Iteration 22Q: 3 clusters Score -507612.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -507631.906250 Penalty: 4127.184082
	Iteration 23Q: 3 clusters Score -507631.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -507651.000000 Penalty: 4127.184082
	Iteration 24Q: 3 clusters Score -507651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -507668.000000 Penalty: 4127.184082
	Iteration 25Q: 3 clusters Score -507668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -507683.875000 Penalty: 4127.184082
	Iteration 26Q: 3 clusters Score -507683.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -507705.000000 Penalty: 4127.184082
	Iteration 27Q: 3 clusters Score -507705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -507715.375000 Penalty: 4127.184082
	Iteration 28Q: 3 clusters Score -507715.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -507724.718750 Penalty: 4127.184082
	Iteration 29Q: 3 clusters Score -507724.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -507729.406250 Penalty: 4127.184082
	Iteration 30Q: 3 clusters Score -507729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -507732.187500 Penalty: 4127.184082
	Iteration 31Q: 3 clusters Score -507732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -507734.468750 Penalty: 4127.184082
	Iteration 32Q: 3 clusters Score -507734.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -507738.187500 Penalty: 4127.184082
	Iteration 33Q: 3 clusters Score -507738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -507739.281250 Penalty: 4127.184082
	Iteration 34Q: 3 clusters Score -507739.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -507740.250000 Penalty: 4127.184082
	Iteration 35Q: 3 clusters Score -507740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -507742.125000 Penalty: 4127.184082
	Iteration 36Q: 3 clusters Score -507742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -507742.125000 Penalty: 4127.184082
	Iteration 37F: 3 clusters Score -507742.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Entering Unmasked Estep 
Score: -860310.500000 Penalty: 2200.897949
	Iteration 0F: 2 clusters Score -860310.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -854497.625000 Penalty: 4401.795898
	Iteration 0F: 3 clusters Score -854497.6 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -856067.062500 Penalty: 4401.795898
	Iteration 1F: 3 clusters Score -856067.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -856325.625000 Penalty: 4401.795898
	Iteration 2F: 3 clusters Score -856325.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -856489.562500 Penalty: 4401.795898
	Iteration 3Q: 3 clusters Score -856489.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -856619.125000 Penalty: 4401.795898
	Iteration 4Q: 3 clusters Score -856619.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -856744.500000 Penalty: 4401.795898
	Iteration 5Q: 3 clusters Score -856744.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -856867.937500 Penalty: 4401.795898
	Iteration 6Q: 3 clusters Score -856867.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -856978.125000 Penalty: 4401.795898
	Iteration 7Q: 3 clusters Score -856978.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -857081.187500 Penalty: 4401.795898
	Iteration 8Q: 3 clusters Score -857081.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -857162.937500 Penalty: 4401.795898
	Iteration 9Q: 3 clusters Score -857162.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -857233.750000 Penalty: 4401.795898
	Iteration 10Q: 3 clusters Score -857233.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -857315.812500 Penalty: 4401.795898
	Iteration 11Q: 3 clusters Score -857315.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -857432.562500 Penalty: 4401.795898
	Iteration 12Q: 3 clusters Score -857432.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -857590.625000 Penalty: 4401.795898
	Iteration 13Q: 3 clusters Score -857590.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -857764.437500 Penalty: 4401.795898
	Iteration 14Q: 3 clusters Score -857764.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -857932.062500 Penalty: 4401.795898
	Iteration 15Q: 3 clusters Score -857932.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -858066.562500 Penalty: 4401.795898
	Iteration 16Q: 3 clusters Score -858066.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -858169.062500 Penalty: 4401.795898
	Iteration 17Q: 3 clusters Score -858169.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -858244.812500 Penalty: 4401.795898
	Iteration 18Q: 3 clusters Score -858244.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -858314.187500 Penalty: 4401.795898
	Iteration 19Q: 3 clusters Score -858314.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -858377.000000 Penalty: 4401.795898
	Iteration 20F: 3 clusters Score -858377 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -858432.125000 Penalty: 4401.795898
	Iteration 21Q: 3 clusters Score -858432.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -858495.250000 Penalty: 4401.795898
	Iteration 22Q: 3 clusters Score -858495.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -858564.812500 Penalty: 4401.795898
	Iteration 23Q: 3 clusters Score -858564.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -858647.500000 Penalty: 4401.795898
	Iteration 24Q: 3 clusters Score -858647.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -858722.062500 Penalty: 4401.795898
	Iteration 25Q: 3 clusters Score -858722.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -858788.250000 Penalty: 4401.795898
	Iteration 26Q: 3 clusters Score -858788.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -858849.625000 Penalty: 4401.795898
	Iteration 27Q: 3 clusters Score -858849.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -858919.687500 Penalty: 4401.795898
	Iteration 28Q: 3 clusters Score -858919.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -858987.687500 Penalty: 4401.795898
	Iteration 29Q: 3 clusters Score -858987.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -859045.000000 Penalty: 4401.795898
	Iteration 30Q: 3 clusters Score -859045 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -859094.875000 Penalty: 4401.795898
	Iteration 31Q: 3 clusters Score -859094.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -859137.312500 Penalty: 4401.795898
	Iteration 32Q: 3 clusters Score -859137.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -859165.500000 Penalty: 4401.795898
	Iteration 33Q: 3 clusters Score -859165.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -859185.562500 Penalty: 4401.795898
	Iteration 34Q: 3 clusters Score -859185.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -859198.687500 Penalty: 4401.795898
	Iteration 35Q: 3 clusters Score -859198.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -859208.062500 Penalty: 4401.795898
	Iteration 36Q: 3 clusters Score -859208.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -859213.875000 Penalty: 4401.795898
	Iteration 37Q: 3 clusters Score -859213.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -859226.687500 Penalty: 4401.795898
	Iteration 38Q: 3 clusters Score -859226.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -859240.750000 Penalty: 4401.795898
	Iteration 39Q: 3 clusters Score -859240.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -859252.500000 Penalty: 4401.795898
	Iteration 40F: 3 clusters Score -859252.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -859264.250000 Penalty: 4401.795898
	Iteration 41Q: 3 clusters Score -859264.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -859278.125000 Penalty: 4401.795898
	Iteration 42Q: 3 clusters Score -859278.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -859294.312500 Penalty: 4401.795898
	Iteration 43Q: 3 clusters Score -859294.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -859307.375000 Penalty: 4401.795898
	Iteration 44Q: 3 clusters Score -859307.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -859317.437500 Penalty: 4401.795898
	Iteration 45Q: 3 clusters Score -859317.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -859327.187500 Penalty: 4401.795898
	Iteration 46Q: 3 clusters Score -859327.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -859333.875000 Penalty: 4401.795898
	Iteration 47Q: 3 clusters Score -859333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -859336.812500 Penalty: 4401.795898
	Iteration 48Q: 3 clusters Score -859336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -859339.000000 Penalty: 4401.795898
	Iteration 49Q: 3 clusters Score -859339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -859343.937500 Penalty: 4401.795898
	Iteration 50Q: 3 clusters Score -859343.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -859348.875000 Penalty: 4401.795898
	Iteration 51Q: 3 clusters Score -859348.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -859352.875000 Penalty: 4401.795898
	Iteration 52Q: 3 clusters Score -859352.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -859355.062500 Penalty: 4401.795898
	Iteration 53Q: 3 clusters Score -859355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -859355.437500 Penalty: 4401.795898
	Iteration 54Q: 3 clusters Score -859355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -859357.812500 Penalty: 4401.795898
	Iteration 55Q: 3 clusters Score -859357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -859358.875000 Penalty: 4401.795898
	Iteration 56Q: 3 clusters Score -859358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -859359.937500 Penalty: 4401.795898
	Iteration 57Q: 3 clusters Score -859359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -859360.000000 Penalty: 4401.795898
	Iteration 58Q: 3 clusters Score -859360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -859360.000000 Penalty: 4401.795898
	Iteration 59F: 3 clusters Score -859360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Entering Unmasked Estep 
Score: -1583392.000000 Penalty: 2352.264648
	Iteration 0F: 2 clusters Score -1583392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1573768.125000 Penalty: 4704.529297
	Iteration 0F: 3 clusters Score -1573768 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1576812.500000 Penalty: 4704.529297
	Iteration 1F: 3 clusters Score -1576812 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1577254.125000 Penalty: 4704.529297
	Iteration 2F: 3 clusters Score -1577254 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1577637.000000 Penalty: 4704.529297
	Iteration 3F: 3 clusters Score -1577637 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1577987.125000 Penalty: 4704.529297
	Iteration 4Q: 3 clusters Score -1577987 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1578344.125000 Penalty: 4704.529297
	Iteration 5Q: 3 clusters Score -1578344 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1578776.375000 Penalty: 4704.529297
	Iteration 6Q: 3 clusters Score -1578776 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1579232.250000 Penalty: 4704.529297
	Iteration 7Q: 3 clusters Score -1579232 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1579662.125000 Penalty: 4704.529297
	Iteration 8Q: 3 clusters Score -1579662 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1580086.500000 Penalty: 4704.529297
	Iteration 9Q: 3 clusters Score -1580086 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1580536.000000 Penalty: 4704.529297
	Iteration 10Q: 3 clusters Score -1580536 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1581050.750000 Penalty: 4704.529297
	Iteration 11Q: 3 clusters Score -1581051 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1581512.125000 Penalty: 4704.529297
	Iteration 12Q: 3 clusters Score -1581512 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1581879.250000 Penalty: 4704.529297
	Iteration 13Q: 3 clusters Score -1581879 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1582105.125000 Penalty: 4704.529297
	Iteration 14Q: 3 clusters Score -1582105 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1582245.875000 Penalty: 4704.529297
	Iteration 15Q: 3 clusters Score -1582246 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1582334.125000 Penalty: 4704.529297
	Iteration 16Q: 3 clusters Score -1582334 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1582384.125000 Penalty: 4704.529297
	Iteration 17Q: 3 clusters Score -1582384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1582417.125000 Penalty: 4704.529297
	Iteration 18Q: 3 clusters Score -1582417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1582437.375000 Penalty: 4704.529297
	Iteration 19Q: 3 clusters Score -1582437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1582454.125000 Penalty: 4704.529297
	Iteration 20F: 3 clusters Score -1582454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1582463.750000 Penalty: 4704.529297
	Iteration 21Q: 3 clusters Score -1582464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1582468.125000 Penalty: 4704.529297
	Iteration 22Q: 3 clusters Score -1582468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1582472.375000 Penalty: 4704.529297
	Iteration 23Q: 3 clusters Score -1582472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1582475.500000 Penalty: 4704.529297
	Iteration 24Q: 3 clusters Score -1582476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1582476.125000 Penalty: 4704.529297
	Iteration 25Q: 3 clusters Score -1582476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1582479.625000 Penalty: 4704.529297
	Iteration 26Q: 3 clusters Score -1582480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1582480.500000 Penalty: 4704.529297
	Iteration 27Q: 3 clusters Score -1582480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1582483.000000 Penalty: 4704.529297
	Iteration 28Q: 3 clusters Score -1582483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1582483.500000 Penalty: 4704.529297
	Iteration 29Q: 3 clusters Score -1582484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1582490.125000 Penalty: 4704.529297
	Iteration 30Q: 3 clusters Score -1582490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1582487.875000 Penalty: 4704.529297
	Iteration 31Q: 3 clusters Score -1582488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1582489.000000 Penalty: 4704.529297
	Iteration 32Q: 3 clusters Score -1582489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1582489.000000 Penalty: 4704.529297
	Iteration 33F: 3 clusters Score -1582489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Entering Unmasked Estep 
Score: -1672203.500000 Penalty: 2364.866211
	Iteration 0F: 2 clusters Score -1672204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1662043.625000 Penalty: 4729.732422
	Iteration 0F: 3 clusters Score -1662044 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1665353.875000 Penalty: 4729.732422
	Iteration 1F: 3 clusters Score -1665354 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1665901.250000 Penalty: 4729.732422
	Iteration 2F: 3 clusters Score -1665901 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1666561.875000 Penalty: 4729.732422
	Iteration 3F: 3 clusters Score -1666562 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1667286.125000 Penalty: 4729.732422
	Iteration 4F: 3 clusters Score -1667286 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1668043.125000 Penalty: 4729.732422
	Iteration 5F: 3 clusters Score -1668043 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1668814.625000 Penalty: 4729.732422
	Iteration 6F: 3 clusters Score -1668815 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1669451.000000 Penalty: 4729.732422
	Iteration 7F: 3 clusters Score -1669451 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1669958.375000 Penalty: 4729.732422
	Iteration 8Q: 3 clusters Score -1669958 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1670335.875000 Penalty: 4729.732422
	Iteration 9Q: 3 clusters Score -1670336 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1670607.625000 Penalty: 4729.732422
	Iteration 10Q: 3 clusters Score -1670608 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1670768.500000 Penalty: 4729.732422
	Iteration 11Q: 3 clusters Score -1670768 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1670876.125000 Penalty: 4729.732422
	Iteration 12Q: 3 clusters Score -1670876 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1670952.375000 Penalty: 4729.732422
	Iteration 13Q: 3 clusters Score -1670952 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1671020.375000 Penalty: 4729.732422
	Iteration 14Q: 3 clusters Score -1671020 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1671087.375000 Penalty: 4729.732422
	Iteration 15Q: 3 clusters Score -1671087 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1671184.250000 Penalty: 4729.732422
	Iteration 16Q: 3 clusters Score -1671184 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1671280.000000 Penalty: 4729.732422
	Iteration 17Q: 3 clusters Score -1671280 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1671349.375000 Penalty: 4729.732422
	Iteration 18Q: 3 clusters Score -1671349 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1671394.000000 Penalty: 4729.732422
	Iteration 19Q: 3 clusters Score -1671394 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1671415.750000 Penalty: 4729.732422
	Iteration 20F: 3 clusters Score -1671416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1671422.125000 Penalty: 4729.732422
	Iteration 21Q: 3 clusters Score -1671422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1671429.125000 Penalty: 4729.732422
	Iteration 22Q: 3 clusters Score -1671429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1671435.250000 Penalty: 4729.732422
	Iteration 23Q: 3 clusters Score -1671435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1671440.250000 Penalty: 4729.732422
	Iteration 24Q: 3 clusters Score -1671440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1671436.875000 Penalty: 4729.732422
	Iteration 25Q: 3 clusters Score -1671437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1671437.125000 Penalty: 4729.732422
	Iteration 26Q: 3 clusters Score -1671437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1671436.500000 Penalty: 4729.732422
	Iteration 27Q: 3 clusters Score -1671436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1671438.250000 Penalty: 4729.732422
	Iteration 28Q: 3 clusters Score -1671438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1671439.500000 Penalty: 4729.732422
	Iteration 29Q: 3 clusters Score -1671440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1671439.125000 Penalty: 4729.732422
	Iteration 30Q: 3 clusters Score -1671439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1671438.000000 Penalty: 4729.732422
	Iteration 31Q: 3 clusters Score -1671438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1671438.000000 Penalty: 4729.732422
	Iteration 32F: 3 clusters Score -1671438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71874.750000 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71874.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70315.742188 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70315.74 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70765.953125 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70765.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71122.203125 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -71122.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71420.000000 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -71420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71587.429688 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -71587.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -71662.390625 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -71662.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -71719.937500 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -71719.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -71740.500000 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -71740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -71755.593750 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -71755.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -71760.953125 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -71760.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -71760.953125 Penalty: 3232.031738
	Iteration 10F: 3 clusters Score -71760.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -401989.031250 Penalty: 2037.656860
	Iteration 0F: 2 clusters Score -401989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -398285.250000 Penalty: 4075.313721
	Iteration 0F: 3 clusters Score -398285.2 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -399202.687500 Penalty: 4075.313721
	Iteration 1F: 3 clusters Score -399202.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -399547.187500 Penalty: 4075.313721
	Iteration 2F: 3 clusters Score -399547.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -399820.500000 Penalty: 4075.313721
	Iteration 3F: 3 clusters Score -399820.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -400034.781250 Penalty: 4075.313721
	Iteration 4F: 3 clusters Score -400034.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -400205.343750 Penalty: 4075.313721
	Iteration 5Q: 3 clusters Score -400205.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -400331.687500 Penalty: 4075.313721
	Iteration 6Q: 3 clusters Score -400331.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -400420.656250 Penalty: 4075.313721
	Iteration 7Q: 3 clusters Score -400420.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -400486.375000 Penalty: 4075.313721
	Iteration 8Q: 3 clusters Score -400486.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -400535.000000 Penalty: 4075.313721
	Iteration 9Q: 3 clusters Score -400535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -400587.125000 Penalty: 4075.313721
	Iteration 10Q: 3 clusters Score -400587.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -400629.687500 Penalty: 4075.313721
	Iteration 11Q: 3 clusters Score -400629.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -400661.750000 Penalty: 4075.313721
	Iteration 12Q: 3 clusters Score -400661.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -400680.843750 Penalty: 4075.313721
	Iteration 13Q: 3 clusters Score -400680.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -400707.000000 Penalty: 4075.313721
	Iteration 14Q: 3 clusters Score -400707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -400728.656250 Penalty: 4075.313721
	Iteration 15Q: 3 clusters Score -400728.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -400747.531250 Penalty: 4075.313721
	Iteration 16Q: 3 clusters Score -400747.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -400760.500000 Penalty: 4075.313721
	Iteration 17Q: 3 clusters Score -400760.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -400774.062500 Penalty: 4075.313721
	Iteration 18Q: 3 clusters Score -400774.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -400785.406250 Penalty: 4075.313721
	Iteration 19Q: 3 clusters Score -400785.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -400794.812500 Penalty: 4075.313721
	Iteration 20F: 3 clusters Score -400794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -400803.187500 Penalty: 4075.313721
	Iteration 21Q: 3 clusters Score -400803.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -400809.343750 Penalty: 4075.313721
	Iteration 22Q: 3 clusters Score -400809.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -400815.187500 Penalty: 4075.313721
	Iteration 23Q: 3 clusters Score -400815.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -400821.406250 Penalty: 4075.313721
	Iteration 24Q: 3 clusters Score -400821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -400824.093750 Penalty: 4075.313721
	Iteration 25Q: 3 clusters Score -400824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -400824.687500 Penalty: 4075.313721
	Iteration 26Q: 3 clusters Score -400824.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -400824.687500 Penalty: 4075.313721
	Iteration 27F: 3 clusters Score -400824.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Entering Unmasked Estep 
Score: -2024838.250000 Penalty: 2403.331055
	Iteration 0F: 2 clusters Score -2024838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2013215.000000 Penalty: 4806.662109
	Iteration 0F: 3 clusters Score -2013215 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2016945.375000 Penalty: 4806.662109
	Iteration 1F: 3 clusters Score -2016945 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2017346.375000 Penalty: 4806.662109
	Iteration 2F: 3 clusters Score -2017346 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2017695.500000 Penalty: 4806.662109
	Iteration 3Q: 3 clusters Score -2017696 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2018060.625000 Penalty: 4806.662109
	Iteration 4Q: 3 clusters Score -2018061 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2018409.375000 Penalty: 4806.662109
	Iteration 5Q: 3 clusters Score -2018409 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2018803.875000 Penalty: 4806.662109
	Iteration 6Q: 3 clusters Score -2018804 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2019238.250000 Penalty: 4806.662109
	Iteration 7Q: 3 clusters Score -2019238 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2019667.125000 Penalty: 4806.662109
	Iteration 8Q: 3 clusters Score -2019667 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2020133.250000 Penalty: 4806.662109
	Iteration 9Q: 3 clusters Score -2020133 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2020682.250000 Penalty: 4806.662109
	Iteration 10Q: 3 clusters Score -2020682 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2021417.625000 Penalty: 4806.662109
	Iteration 11Q: 3 clusters Score -2021418 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2022297.875000 Penalty: 4806.662109
	Iteration 12Q: 3 clusters Score -2022298 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2023081.000000 Penalty: 4806.662109
	Iteration 13Q: 3 clusters Score -2023081 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2023477.500000 Penalty: 4806.662109
	Iteration 14Q: 3 clusters Score -2023478 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2023680.500000 Penalty: 4806.662109
	Iteration 15Q: 3 clusters Score -2023680 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2023790.750000 Penalty: 4806.662109
	Iteration 16Q: 3 clusters Score -2023791 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2023849.625000 Penalty: 4806.662109
	Iteration 17Q: 3 clusters Score -2023850 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2023883.500000 Penalty: 4806.662109
	Iteration 18Q: 3 clusters Score -2023884 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2023920.375000 Penalty: 4806.662109
	Iteration 19Q: 3 clusters Score -2023920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2023940.375000 Penalty: 4806.662109
	Iteration 20F: 3 clusters Score -2023940 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2023965.125000 Penalty: 4806.662109
	Iteration 21Q: 3 clusters Score -2023965 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2023982.625000 Penalty: 4806.662109
	Iteration 22Q: 3 clusters Score -2023983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2023998.500000 Penalty: 4806.662109
	Iteration 23Q: 3 clusters Score -2023998 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2024013.125000 Penalty: 4806.662109
	Iteration 24Q: 3 clusters Score -2024013 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2024017.500000 Penalty: 4806.662109
	Iteration 25Q: 3 clusters Score -2024018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2024030.125000 Penalty: 4806.662109
	Iteration 26Q: 3 clusters Score -2024030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2024024.875000 Penalty: 4806.662109
	Iteration 27Q: 3 clusters Score -2024025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2024026.625000 Penalty: 4806.662109
	Iteration 28Q: 3 clusters Score -2024027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2024030.375000 Penalty: 4806.662109
	Iteration 29Q: 3 clusters Score -2024030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2024030.000000 Penalty: 4806.662109
	Iteration 30Q: 3 clusters Score -2024030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2024035.000000 Penalty: 4806.662109
	Iteration 31Q: 3 clusters Score -2024035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2024039.625000 Penalty: 4806.662109
	Iteration 32Q: 3 clusters Score -2024040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2024043.500000 Penalty: 4806.662109
	Iteration 33Q: 3 clusters Score -2024044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2024039.625000 Penalty: 4806.662109
	Iteration 34Q: 3 clusters Score -2024040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2024039.625000 Penalty: 4806.662109
	Iteration 35Q: 3 clusters Score -2024040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2024045.625000 Penalty: 4806.662109
	Iteration 36Q: 3 clusters Score -2024046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2024045.625000 Penalty: 4806.662109
	Iteration 37Q: 3 clusters Score -2024046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2024041.625000 Penalty: 4806.662109
	Iteration 38Q: 3 clusters Score -2024042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2024042.000000 Penalty: 4806.662109
	Iteration 39Q: 3 clusters Score -2024042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2024047.750000 Penalty: 4806.662109
	Iteration 40F: 3 clusters Score -2024048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2024045.875000 Penalty: 4806.662109
	Iteration 41Q: 3 clusters Score -2024046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2024047.500000 Penalty: 4806.662109
	Iteration 42Q: 3 clusters Score -2024048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2024047.875000 Penalty: 4806.662109
	Iteration 43Q: 3 clusters Score -2024048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2024048.750000 Penalty: 4806.662109
	Iteration 44Q: 3 clusters Score -2024049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2024048.125000 Penalty: 4806.662109
	Iteration 45Q: 3 clusters Score -2024048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2024051.125000 Penalty: 4806.662109
	Iteration 46Q: 3 clusters Score -2024051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2024049.000000 Penalty: 4806.662109
	Iteration 47Q: 3 clusters Score -2024049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2024049.000000 Penalty: 4806.662109
	Iteration 48F: 3 clusters Score -2024049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Entering Unmasked Estep 
Score: -802749.687500 Penalty: 2180.552246
	Iteration 0F: 2 clusters Score -802749.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -797251.687500 Penalty: 4361.104492
	Iteration 0F: 3 clusters Score -797251.7 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -798703.062500 Penalty: 4361.104492
	Iteration 1F: 3 clusters Score -798703.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -798990.375000 Penalty: 4361.104492
	Iteration 2F: 3 clusters Score -798990.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -799278.437500 Penalty: 4361.104492
	Iteration 3F: 3 clusters Score -799278.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -799671.312500 Penalty: 4361.104492
	Iteration 4F: 3 clusters Score -799671.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -800048.750000 Penalty: 4361.104492
	Iteration 5F: 3 clusters Score -800048.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -800394.000000 Penalty: 4361.104492
	Iteration 6F: 3 clusters Score -800394 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -800711.312500 Penalty: 4361.104492
	Iteration 7F: 3 clusters Score -800711.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -800960.812500 Penalty: 4361.104492
	Iteration 8F: 3 clusters Score -800960.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -801134.375000 Penalty: 4361.104492
	Iteration 9Q: 3 clusters Score -801134.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -801259.312500 Penalty: 4361.104492
	Iteration 10Q: 3 clusters Score -801259.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -801354.437500 Penalty: 4361.104492
	Iteration 11Q: 3 clusters Score -801354.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -801423.625000 Penalty: 4361.104492
	Iteration 12Q: 3 clusters Score -801423.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -801486.250000 Penalty: 4361.104492
	Iteration 13Q: 3 clusters Score -801486.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -801537.187500 Penalty: 4361.104492
	Iteration 14Q: 3 clusters Score -801537.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -801591.375000 Penalty: 4361.104492
	Iteration 15Q: 3 clusters Score -801591.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -801633.875000 Penalty: 4361.104492
	Iteration 16Q: 3 clusters Score -801633.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -801676.875000 Penalty: 4361.104492
	Iteration 17Q: 3 clusters Score -801676.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -801711.500000 Penalty: 4361.104492
	Iteration 18Q: 3 clusters Score -801711.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -801740.437500 Penalty: 4361.104492
	Iteration 19Q: 3 clusters Score -801740.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -801761.812500 Penalty: 4361.104492
	Iteration 20F: 3 clusters Score -801761.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -801778.125000 Penalty: 4361.104492
	Iteration 21Q: 3 clusters Score -801778.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -801788.812500 Penalty: 4361.104492
	Iteration 22Q: 3 clusters Score -801788.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -801800.312500 Penalty: 4361.104492
	Iteration 23Q: 3 clusters Score -801800.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -801802.875000 Penalty: 4361.104492
	Iteration 24Q: 3 clusters Score -801802.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -801812.125000 Penalty: 4361.104492
	Iteration 25Q: 3 clusters Score -801812.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -801823.375000 Penalty: 4361.104492
	Iteration 26Q: 3 clusters Score -801823.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -801835.562500 Penalty: 4361.104492
	Iteration 27Q: 3 clusters Score -801835.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -801849.437500 Penalty: 4361.104492
	Iteration 28Q: 3 clusters Score -801849.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -801860.187500 Penalty: 4361.104492
	Iteration 29Q: 3 clusters Score -801860.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -801868.875000 Penalty: 4361.104492
	Iteration 30Q: 3 clusters Score -801868.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -801871.625000 Penalty: 4361.104492
	Iteration 31Q: 3 clusters Score -801871.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -801879.250000 Penalty: 4361.104492
	Iteration 32Q: 3 clusters Score -801879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -801884.687500 Penalty: 4361.104492
	Iteration 33Q: 3 clusters Score -801884.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -801894.187500 Penalty: 4361.104492
	Iteration 34Q: 3 clusters Score -801894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -801898.000000 Penalty: 4361.104492
	Iteration 35Q: 3 clusters Score -801898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -801904.250000 Penalty: 4361.104492
	Iteration 36Q: 3 clusters Score -801904.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -801909.375000 Penalty: 4361.104492
	Iteration 37Q: 3 clusters Score -801909.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -801913.125000 Penalty: 4361.104492
	Iteration 38Q: 3 clusters Score -801913.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -801916.062500 Penalty: 4361.104492
	Iteration 39Q: 3 clusters Score -801916.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -801918.250000 Penalty: 4361.104492
	Iteration 40F: 3 clusters Score -801918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -801918.812500 Penalty: 4361.104492
	Iteration 41Q: 3 clusters Score -801918.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -801919.937500 Penalty: 4361.104492
	Iteration 42Q: 3 clusters Score -801919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -801923.750000 Penalty: 4361.104492
	Iteration 43Q: 3 clusters Score -801923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -801925.125000 Penalty: 4361.104492
	Iteration 44Q: 3 clusters Score -801925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -801925.250000 Penalty: 4361.104492
	Iteration 45Q: 3 clusters Score -801925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -801925.250000 Penalty: 4361.104492
	Iteration 46F: 3 clusters Score -801925.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -460501.625000 Penalty: 2059.760010
	Iteration 0F: 2 clusters Score -460501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -456614.062500 Penalty: 4119.520020
	Iteration 0F: 3 clusters Score -456614.1 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -457697.906250 Penalty: 4119.520020
	Iteration 1F: 3 clusters Score -457697.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -458020.937500 Penalty: 4119.520020
	Iteration 2F: 3 clusters Score -458020.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -458243.125000 Penalty: 4119.520020
	Iteration 3F: 3 clusters Score -458243.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -458428.687500 Penalty: 4119.520020
	Iteration 4Q: 3 clusters Score -458428.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -458590.468750 Penalty: 4119.520020
	Iteration 5Q: 3 clusters Score -458590.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -458713.500000 Penalty: 4119.520020
	Iteration 6Q: 3 clusters Score -458713.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -458815.093750 Penalty: 4119.520020
	Iteration 7Q: 3 clusters Score -458815.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -458886.156250 Penalty: 4119.520020
	Iteration 8Q: 3 clusters Score -458886.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -458946.656250 Penalty: 4119.520020
	Iteration 9Q: 3 clusters Score -458946.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -458996.500000 Penalty: 4119.520020
	Iteration 10Q: 3 clusters Score -458996.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -459045.218750 Penalty: 4119.520020
	Iteration 11Q: 3 clusters Score -459045.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -459099.031250 Penalty: 4119.520020
	Iteration 12Q: 3 clusters Score -459099 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -459147.312500 Penalty: 4119.520020
	Iteration 13Q: 3 clusters Score -459147.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -459185.000000 Penalty: 4119.520020
	Iteration 14Q: 3 clusters Score -459185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -459217.437500 Penalty: 4119.520020
	Iteration 15Q: 3 clusters Score -459217.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -459240.968750 Penalty: 4119.520020
	Iteration 16Q: 3 clusters Score -459241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -459259.250000 Penalty: 4119.520020
	Iteration 17Q: 3 clusters Score -459259.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -459276.593750 Penalty: 4119.520020
	Iteration 18Q: 3 clusters Score -459276.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -459290.281250 Penalty: 4119.520020
	Iteration 19Q: 3 clusters Score -459290.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -459301.375000 Penalty: 4119.520020
	Iteration 20F: 3 clusters Score -459301.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -459306.593750 Penalty: 4119.520020
	Iteration 21Q: 3 clusters Score -459306.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -459314.218750 Penalty: 4119.520020
	Iteration 22Q: 3 clusters Score -459314.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -459320.375000 Penalty: 4119.520020
	Iteration 23Q: 3 clusters Score -459320.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -459326.250000 Penalty: 4119.520020
	Iteration 24Q: 3 clusters Score -459326.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -459328.593750 Penalty: 4119.520020
	Iteration 25Q: 3 clusters Score -459328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -459331.593750 Penalty: 4119.520020
	Iteration 26Q: 3 clusters Score -459331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -459333.531250 Penalty: 4119.520020
	Iteration 27Q: 3 clusters Score -459333.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -459334.281250 Penalty: 4119.520020
	Iteration 28Q: 3 clusters Score -459334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -459336.156250 Penalty: 4119.520020
	Iteration 29Q: 3 clusters Score -459336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -459337.718750 Penalty: 4119.520020
	Iteration 30Q: 3 clusters Score -459337.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -459338.406250 Penalty: 4119.520020
	Iteration 31Q: 3 clusters Score -459338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -459338.812500 Penalty: 4119.520020
	Iteration 32Q: 3 clusters Score -459338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -459338.937500 Penalty: 4119.520020
	Iteration 33Q: 3 clusters Score -459338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -459339.750000 Penalty: 4119.520020
	Iteration 34Q: 3 clusters Score -459339.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -459339.750000 Penalty: 4119.520020
	Iteration 35F: 3 clusters Score -459339.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 31050 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285752 members 
Mstep: Class 5 contains 43172 members 
Mstep: Class 6 contains 46590 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 106348 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15160 members 
Mstep: Class 11 contains 39272 members 
Mstep: Class 12 contains 134521 members 
Mstep: Class 13 contains 125437 members 
Mstep: Class 14 contains 5872 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100711 members 
Mstep: Class 17 contains 5603 members 
Mstep: Class 18 contains 22513 members 
Mstep: Class 19 contains 67630 members 
Mstep: Class 20 contains 21447 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7148 members 
Mstep: Class 23 contains 13160 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3701 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6585 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723104.000000 Penalty: 101055.156250
Iteration 159Q: 30 clusters Score -1.577231e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 31051 members 
Mstep: Class 3 contains 54789 members 
Mstep: Class 4 contains 285758 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 46594 members 
Mstep: Class 7 contains 2811 members 
Mstep: Class 8 contains 106338 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15120 members 
Mstep: Class 11 contains 39269 members 
Mstep: Class 12 contains 134512 members 
Mstep: Class 13 contains 125439 members 
Mstep: Class 14 contains 5873 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100699 members 
Mstep: Class 17 contains 5605 members 
Mstep: Class 18 contains 22531 members 
Mstep: Class 19 contains 67630 members 
Mstep: Class 20 contains 21448 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7159 members 
Mstep: Class 23 contains 13188 members 
Mstep: Class 24 contains 13839 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3708 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6589 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722960.000000 Penalty: 101055.156250
Iteration 160F: 30 clusters Score -1.57723e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 31050 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285764 members 
Mstep: Class 5 contains 43172 members 
Mstep: Class 6 contains 46594 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 8 contains 106332 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15078 members 
Mstep: Class 11 contains 39270 members 
Mstep: Class 12 contains 134507 members 
Mstep: Class 13 contains 125438 members 
Mstep: Class 14 contains 5874 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100697 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22542 members 
Mstep: Class 19 contains 67628 members 
Mstep: Class 20 contains 21447 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7164 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 13833 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3718 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6595 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722944.000000 Penalty: 101055.156250
Iteration 161Q: 30 clusters Score -1.577229e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 31049 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285771 members 
Mstep: Class 5 contains 43172 members 
Mstep: Class 6 contains 46596 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 8 contains 106327 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15044 members 
Mstep: Class 11 contains 39270 members 
Mstep: Class 12 contains 134499 members 
Mstep: Class 13 contains 125438 members 
Mstep: Class 14 contains 5873 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100697 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22555 members 
Mstep: Class 19 contains 67628 members 
Mstep: Class 20 contains 21446 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7168 members 
Mstep: Class 23 contains 13231 members 
Mstep: Class 24 contains 13821 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3731 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722976.000000 Penalty: 101055.156250
Iteration 162Q: 30 clusters Score -1.57723e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 31048 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285779 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46595 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 8 contains 106323 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 39268 members 
Mstep: Class 12 contains 134496 members 
Mstep: Class 13 contains 125435 members 
Mstep: Class 14 contains 5875 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100688 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22565 members 
Mstep: Class 19 contains 67629 members 
Mstep: Class 20 contains 21444 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7174 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 13816 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3746 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6600 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722912.000000 Penalty: 101055.156250
Iteration 163Q: 30 clusters Score -1.577229e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 31046 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 285784 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46598 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 106322 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14984 members 
Mstep: Class 11 contains 39265 members 
Mstep: Class 12 contains 134492 members 
Mstep: Class 13 contains 125430 members 
Mstep: Class 14 contains 5877 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100688 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22574 members 
Mstep: Class 19 contains 67628 members 
Mstep: Class 20 contains 21442 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7176 members 
Mstep: Class 23 contains 13268 members 
Mstep: Class 24 contains 13811 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3762 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723008.000000 Penalty: 101055.156250
Iteration 164Q: 30 clusters Score -1.57723e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84318 members 
Mstep: Class 2 contains 31045 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285788 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 46598 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 106322 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14960 members 
Mstep: Class 11 contains 39263 members 
Mstep: Class 12 contains 134489 members 
Mstep: Class 13 contains 125428 members 
Mstep: Class 14 contains 5877 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100685 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22582 members 
Mstep: Class 19 contains 67628 members 
Mstep: Class 20 contains 21440 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7178 members 
Mstep: Class 23 contains 13286 members 
Mstep: Class 24 contains 13810 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3769 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723024.000000 Penalty: 101055.156250
Iteration 165Q: 30 clusters Score -1.57723e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 31046 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285796 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46590 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 8 contains 106321 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14937 members 
Mstep: Class 11 contains 39261 members 
Mstep: Class 12 contains 134486 members 
Mstep: Class 13 contains 125425 members 
Mstep: Class 14 contains 5878 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100679 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22592 members 
Mstep: Class 19 contains 67626 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7183 members 
Mstep: Class 23 contains 13306 members 
Mstep: Class 24 contains 13806 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3778 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723072.000000 Penalty: 101055.156250
Iteration 166Q: 30 clusters Score -1.577231e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 31046 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285810 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46589 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 106319 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14905 members 
Mstep: Class 11 contains 39259 members 
Mstep: Class 12 contains 134479 members 
Mstep: Class 13 contains 125417 members 
Mstep: Class 14 contains 5879 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100680 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22600 members 
Mstep: Class 19 contains 67626 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7187 members 
Mstep: Class 23 contains 13335 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3782 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6597 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723040.000000 Penalty: 101055.156250
Iteration 167Q: 30 clusters Score -1.57723e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84299 members 
Mstep: Class 2 contains 31046 members 
Mstep: Class 3 contains 54789 members 
Mstep: Class 4 contains 285822 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46592 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 106319 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14880 members 
Mstep: Class 11 contains 39260 members 
Mstep: Class 12 contains 134472 members 
Mstep: Class 13 contains 125411 members 
Mstep: Class 14 contains 5881 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100688 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22608 members 
Mstep: Class 19 contains 67626 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7192 members 
Mstep: Class 23 contains 13346 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3786 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6594 members 
Mstep: Class 29 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723040.000000 Penalty: 101055.156250
Iteration 168Q: 30 clusters Score -1.57723e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 31046 members 
Mstep: Class 3 contains 54789 members 
Mstep: Class 4 contains 285828 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46594 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 106320 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14850 members 
Mstep: Class 11 contains 39261 members 
Mstep: Class 12 contains 134467 members 
Mstep: Class 13 contains 125412 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100688 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22609 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7204 members 
Mstep: Class 23 contains 13358 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3789 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6597 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722880.000000 Penalty: 101055.156250
Iteration 169Q: 30 clusters Score -1.577229e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 31046 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285834 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46594 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 106322 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14822 members 
Mstep: Class 11 contains 39260 members 
Mstep: Class 12 contains 134461 members 
Mstep: Class 13 contains 125413 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100681 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22610 members 
Mstep: Class 19 contains 67624 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7219 members 
Mstep: Class 23 contains 13376 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3791 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722848.000000 Penalty: 101055.156250
Iteration 170Q: 30 clusters Score -1.577228e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84283 members 
Mstep: Class 2 contains 31049 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285843 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46593 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 106322 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14793 members 
Mstep: Class 11 contains 39257 members 
Mstep: Class 12 contains 134455 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100686 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22612 members 
Mstep: Class 19 contains 67624 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7224 members 
Mstep: Class 23 contains 13391 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3793 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722944.000000 Penalty: 101055.156250
Iteration 171Q: 30 clusters Score -1.577229e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84284 members 
Mstep: Class 2 contains 31048 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285850 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46590 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 106322 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14772 members 
Mstep: Class 11 contains 39255 members 
Mstep: Class 12 contains 134450 members 
Mstep: Class 13 contains 125413 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100684 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22612 members 
Mstep: Class 19 contains 67624 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7229 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3797 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722848.000000 Penalty: 101055.156250
Iteration 172Q: 30 clusters Score -1.577228e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84283 members 
Mstep: Class 2 contains 31047 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285855 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46587 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 106323 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14748 members 
Mstep: Class 11 contains 39256 members 
Mstep: Class 12 contains 134445 members 
Mstep: Class 13 contains 125413 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100688 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22616 members 
Mstep: Class 19 contains 67624 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7232 members 
Mstep: Class 23 contains 13418 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6597 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722816.000000 Penalty: 101055.156250
Iteration 173Q: 30 clusters Score -1.577228e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84284 members 
Mstep: Class 2 contains 31047 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285865 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46581 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 106322 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14729 members 
Mstep: Class 11 contains 39254 members 
Mstep: Class 12 contains 134438 members 
Mstep: Class 13 contains 125411 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100684 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22621 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7240 members 
Mstep: Class 23 contains 13424 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3813 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6597 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722880.000000 Penalty: 101055.156250
Iteration 174Q: 30 clusters Score -1.577229e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84284 members 
Mstep: Class 2 contains 31052 members 
Mstep: Class 3 contains 54790 members 
Mstep: Class 4 contains 285875 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46575 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 106322 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14711 members 
Mstep: Class 11 contains 39252 members 
Mstep: Class 12 contains 134427 members 
Mstep: Class 13 contains 125412 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100684 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22624 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21440 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7251 members 
Mstep: Class 23 contains 13425 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3819 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6595 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722896.000000 Penalty: 101055.156250
Iteration 175Q: 30 clusters Score -1.577229e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84283 members 
Mstep: Class 2 contains 31054 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 285880 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46576 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 106322 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14691 members 
Mstep: Class 11 contains 39253 members 
Mstep: Class 12 contains 134420 members 
Mstep: Class 13 contains 125412 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100678 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22625 members 
Mstep: Class 19 contains 67623 members 
Mstep: Class 20 contains 21440 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7257 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3819 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6595 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722960.000000 Penalty: 101055.156250
Iteration 176Q: 30 clusters Score -1.57723e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 31051 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 285892 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 46575 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 106324 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14671 members 
Mstep: Class 11 contains 39254 members 
Mstep: Class 12 contains 134408 members 
Mstep: Class 13 contains 125412 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100678 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22627 members 
Mstep: Class 19 contains 67624 members 
Mstep: Class 20 contains 21440 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7261 members 
Mstep: Class 23 contains 13460 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3820 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6594 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722928.000000 Penalty: 101055.156250
Iteration 177Q: 30 clusters Score -1.577229e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 31051 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 285898 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 46581 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106324 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14664 members 
Mstep: Class 11 contains 39254 members 
Mstep: Class 12 contains 134402 members 
Mstep: Class 13 contains 125411 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100673 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22629 members 
Mstep: Class 19 contains 67624 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7263 members 
Mstep: Class 23 contains 13467 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3822 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6593 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723024.000000 Penalty: 101055.156250
Iteration 178Q: 30 clusters Score -1.57723e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 31050 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 285906 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46578 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106321 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14650 members 
Mstep: Class 11 contains 39254 members 
Mstep: Class 12 contains 134392 members 
Mstep: Class 13 contains 125412 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100672 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22630 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21440 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7266 members 
Mstep: Class 23 contains 13482 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3822 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6592 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723040.000000 Penalty: 101055.156250
Iteration 179Q: 30 clusters Score -1.57723e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 31048 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 285922 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46578 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106317 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14640 members 
Mstep: Class 11 contains 39253 members 
Mstep: Class 12 contains 134380 members 
Mstep: Class 13 contains 125410 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100669 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22634 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21440 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7272 members 
Mstep: Class 23 contains 13490 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3824 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6593 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722992.000000 Penalty: 101055.156250
Iteration 180F: 30 clusters Score -1.57723e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 31048 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 285935 members 
Mstep: Class 5 contains 43176 members 
Mstep: Class 6 contains 46580 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106317 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14630 members 
Mstep: Class 11 contains 39251 members 
Mstep: Class 12 contains 134367 members 
Mstep: Class 13 contains 125410 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100669 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22634 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7281 members 
Mstep: Class 23 contains 13492 members 
Mstep: Class 24 contains 13801 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3828 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6592 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723040.000000 Penalty: 101055.156250
Iteration 181Q: 30 clusters Score -1.57723e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 31045 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 285947 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46583 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 106314 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14618 members 
Mstep: Class 11 contains 39251 members 
Mstep: Class 12 contains 134353 members 
Mstep: Class 13 contains 125411 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100669 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22634 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7283 members 
Mstep: Class 23 contains 13506 members 
Mstep: Class 24 contains 13801 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3829 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6591 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722976.000000 Penalty: 101055.156250
Iteration 182Q: 30 clusters Score -1.57723e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 31043 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 285956 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46586 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 106313 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14610 members 
Mstep: Class 11 contains 39251 members 
Mstep: Class 12 contains 134344 members 
Mstep: Class 13 contains 125412 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100669 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22636 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7286 members 
Mstep: Class 23 contains 13511 members 
Mstep: Class 24 contains 13801 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3829 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6591 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723088.000000 Penalty: 101055.156250
Iteration 183Q: 30 clusters Score -1.577231e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 31042 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 285967 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46584 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 106313 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14601 members 
Mstep: Class 11 contains 39250 members 
Mstep: Class 12 contains 134333 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100666 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22639 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7289 members 
Mstep: Class 23 contains 13520 members 
Mstep: Class 24 contains 13801 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3829 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6591 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723056.000000 Penalty: 101055.156250
Iteration 184Q: 30 clusters Score -1.577231e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 31041 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 285980 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46586 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106311 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14593 members 
Mstep: Class 11 contains 39248 members 
Mstep: Class 12 contains 134321 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100660 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22639 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7290 members 
Mstep: Class 23 contains 13535 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3830 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6591 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723072.000000 Penalty: 101055.156250
Iteration 185Q: 30 clusters Score -1.577231e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 31040 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 285988 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46588 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 106311 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 39247 members 
Mstep: Class 12 contains 134311 members 
Mstep: Class 13 contains 125416 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100649 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22639 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7289 members 
Mstep: Class 23 contains 13550 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3828 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6591 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723120.000000 Penalty: 101055.156250
Iteration 186Q: 30 clusters Score -1.577231e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 31038 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 285994 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46587 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 106311 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 39247 members 
Mstep: Class 12 contains 134305 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5888 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100642 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22640 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7288 members 
Mstep: Class 23 contains 13558 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3830 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6591 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723200.000000 Penalty: 101055.156250
Iteration 187Q: 30 clusters Score -1.577232e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 31036 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 286000 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46587 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 106312 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14593 members 
Mstep: Class 11 contains 39245 members 
Mstep: Class 12 contains 134300 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5891 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100636 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22638 members 
Mstep: Class 19 contains 67624 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7288 members 
Mstep: Class 23 contains 13565 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3833 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6592 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723264.000000 Penalty: 101055.156250
Iteration 188Q: 30 clusters Score -1.577233e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 31035 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 286004 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46589 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 106311 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 39244 members 
Mstep: Class 12 contains 134296 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5891 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100641 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22633 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7289 members 
Mstep: Class 23 contains 13567 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3837 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6595 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723360.000000 Penalty: 101055.156250
Iteration 189Q: 30 clusters Score -1.577234e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 31034 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 286008 members 
Mstep: Class 5 contains 43178 members 
Mstep: Class 6 contains 46588 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 106308 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14577 members 
Mstep: Class 11 contains 39242 members 
Mstep: Class 12 contains 134292 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5893 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100644 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22636 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7291 members 
Mstep: Class 23 contains 13569 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3837 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6594 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723184.000000 Penalty: 101055.156250
Iteration 190Q: 30 clusters Score -1.577232e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 31034 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 286015 members 
Mstep: Class 5 contains 43178 members 
Mstep: Class 6 contains 46586 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 106308 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14570 members 
Mstep: Class 11 contains 39241 members 
Mstep: Class 12 contains 134286 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5892 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100645 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22640 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7292 members 
Mstep: Class 23 contains 13574 members 
Mstep: Class 24 contains 13800 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3839 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6593 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723312.000000 Penalty: 101055.156250
Iteration 191Q: 30 clusters Score -1.577233e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 31034 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 286023 members 
Mstep: Class 5 contains 43178 members 
Mstep: Class 6 contains 46587 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 106301 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14563 members 
Mstep: Class 11 contains 39238 members 
Mstep: Class 12 contains 134280 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5892 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100644 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22642 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7292 members 
Mstep: Class 23 contains 13579 members 
Mstep: Class 24 contains 13800 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3844 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723264.000000 Penalty: 101055.156250
Iteration 192Q: 30 clusters Score -1.577233e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 31034 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 286032 members 
Mstep: Class 5 contains 43178 members 
Mstep: Class 6 contains 46586 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106295 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14557 members 
Mstep: Class 11 contains 39236 members 
Mstep: Class 12 contains 134270 members 
Mstep: Class 13 contains 125413 members 
Mstep: Class 14 contains 5894 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100641 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22644 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7293 members 
Mstep: Class 23 contains 13587 members 
Mstep: Class 24 contains 13800 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3852 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6594 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723152.000000 Penalty: 101055.156250
Iteration 193Q: 30 clusters Score -1.577232e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 31033 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 286040 members 
Mstep: Class 5 contains 43178 members 
Mstep: Class 6 contains 46584 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106293 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 39233 members 
Mstep: Class 12 contains 134263 members 
Mstep: Class 13 contains 125413 members 
Mstep: Class 14 contains 5895 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100637 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22650 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 13594 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3854 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6593 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723200.000000 Penalty: 101055.156250
Iteration 194Q: 30 clusters Score -1.577232e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 31032 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 286045 members 
Mstep: Class 5 contains 43178 members 
Mstep: Class 6 contains 46582 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106290 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14549 members 
Mstep: Class 11 contains 39233 members 
Mstep: Class 12 contains 134257 members 
Mstep: Class 13 contains 125412 members 
Mstep: Class 14 contains 5898 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100637 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22651 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7302 members 
Mstep: Class 23 contains 13595 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3857 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6594 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723104.000000 Penalty: 101055.156250
Iteration 195Q: 30 clusters Score -1.577231e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 31032 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 286054 members 
Mstep: Class 5 contains 43178 members 
Mstep: Class 6 contains 46583 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106285 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14544 members 
Mstep: Class 11 contains 39233 members 
Mstep: Class 12 contains 134250 members 
Mstep: Class 13 contains 125412 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100636 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22654 members 
Mstep: Class 19 contains 67624 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7308 members 
Mstep: Class 23 contains 13596 members 
Mstep: Class 24 contains 13794 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3860 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6595 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723072.000000 Penalty: 101055.156250
Iteration 196Q: 30 clusters Score -1.577231e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 31033 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 286059 members 
Mstep: Class 5 contains 43178 members 
Mstep: Class 6 contains 46586 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 106280 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14537 members 
Mstep: Class 11 contains 39233 members 
Mstep: Class 12 contains 134243 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5897 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100631 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22654 members 
Mstep: Class 19 contains 67621 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7310 members 
Mstep: Class 23 contains 13607 members 
Mstep: Class 24 contains 13791 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3861 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6597 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723136.000000 Penalty: 101055.156250
Iteration 197Q: 30 clusters Score -1.577231e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 31032 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 286064 members 
Mstep: Class 5 contains 43178 members 
Mstep: Class 6 contains 46584 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 106273 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14525 members 
Mstep: Class 11 contains 39232 members 
Mstep: Class 12 contains 134237 members 
Mstep: Class 13 contains 125417 members 
Mstep: Class 14 contains 5900 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100626 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22658 members 
Mstep: Class 19 contains 67620 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7313 members 
Mstep: Class 23 contains 13622 members 
Mstep: Class 24 contains 13789 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3862 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6601 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723152.000000 Penalty: 101055.156250
Iteration 198Q: 30 clusters Score -1.577232e+08 nChanged 55
Entering ConstructFrom: 
Score: -157723152.000000 Penalty: 101055.156250
Entering ConstructFrom: 
Trying to split cluster 1 (84258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84258 members 
Entering Unmasked Estep 
Score: -10874958.000000 Penalty: 2812.726318
	Iteration 0F: 2 clusters Score -1.087496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -10818723.000000 Penalty: 5625.452637
	Iteration 0F: 3 clusters Score -1.081872e+07 nChanged 39660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -10840949.000000 Penalty: 5625.452637
	Iteration 1F: 3 clusters Score -1.084095e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -10841686.000000 Penalty: 5625.452637
	Iteration 2Q: 3 clusters Score -1.084169e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -10842306.000000 Penalty: 5625.452637
	Iteration 3Q: 3 clusters Score -1.084231e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -10843032.000000 Penalty: 5625.452637
	Iteration 4Q: 3 clusters Score -1.084303e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -10843794.000000 Penalty: 5625.452637
	Iteration 5Q: 3 clusters Score -1.084379e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -10844632.000000 Penalty: 5625.452637
	Iteration 6Q: 3 clusters Score -1.084463e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -10845905.000000 Penalty: 5625.452637
	Iteration 7Q: 3 clusters Score -1.08459e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -10847595.000000 Penalty: 5625.452637
	Iteration 8Q: 3 clusters Score -1.08476e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -10849918.000000 Penalty: 5625.452637
	Iteration 9F: 3 clusters Score -1.084992e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -10852867.000000 Penalty: 5625.452637
	Iteration 10F: 3 clusters Score -1.085287e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -10856327.000000 Penalty: 5625.452637
	Iteration 11F: 3 clusters Score -1.085633e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -10860067.000000 Penalty: 5625.452637
	Iteration 12F: 3 clusters Score -1.086007e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -10863611.000000 Penalty: 5625.452637
	Iteration 13F: 3 clusters Score -1.086361e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -10866512.000000 Penalty: 5625.452637
	Iteration 14Q: 3 clusters Score -1.086651e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -10868970.000000 Penalty: 5625.452637
	Iteration 15Q: 3 clusters Score -1.086897e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -10870451.000000 Penalty: 5625.452637
	Iteration 16Q: 3 clusters Score -1.087045e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82296 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -10871341.000000 Penalty: 5625.452637
	Iteration 17Q: 3 clusters Score -1.087134e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10871835.000000 Penalty: 5625.452637
	Iteration 18Q: 3 clusters Score -1.087184e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10872066.000000 Penalty: 5625.452637
	Iteration 19Q: 3 clusters Score -1.087207e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83399 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10872172.000000 Penalty: 5625.452637
	Iteration 20F: 3 clusters Score -1.087217e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10872264.000000 Penalty: 5625.452637
	Iteration 21Q: 3 clusters Score -1.087226e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83593 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -10872322.000000 Penalty: 5625.452637
	Iteration 22Q: 3 clusters Score -1.087232e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10872358.000000 Penalty: 5625.452637
	Iteration 23Q: 3 clusters Score -1.087236e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10872392.000000 Penalty: 5625.452637
	Iteration 24Q: 3 clusters Score -1.087239e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10872419.000000 Penalty: 5625.452637
	Iteration 25Q: 3 clusters Score -1.087242e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83734 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10872438.000000 Penalty: 5625.452637
	Iteration 26Q: 3 clusters Score -1.087244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83754 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10872454.000000 Penalty: 5625.452637
	Iteration 27Q: 3 clusters Score -1.087245e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10872480.000000 Penalty: 5625.452637
	Iteration 28Q: 3 clusters Score -1.087248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83784 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10872497.000000 Penalty: 5625.452637
	Iteration 29Q: 3 clusters Score -1.08725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10872508.000000 Penalty: 5625.452637
	Iteration 30Q: 3 clusters Score -1.087251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10872505.000000 Penalty: 5625.452637
	Iteration 31Q: 3 clusters Score -1.08725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10872516.000000 Penalty: 5625.452637
	Iteration 32Q: 3 clusters Score -1.087252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10872512.000000 Penalty: 5625.452637
	Iteration 33Q: 3 clusters Score -1.087251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -10872516.000000 Penalty: 5625.452637
	Iteration 34Q: 3 clusters Score -1.087252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83806 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10872517.000000 Penalty: 5625.452637
	Iteration 35Q: 3 clusters Score -1.087252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83807 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10872514.000000 Penalty: 5625.452637
	Iteration 36Q: 3 clusters Score -1.087251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10872510.000000 Penalty: 5625.452637
	Iteration 37Q: 3 clusters Score -1.087251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10872513.000000 Penalty: 5625.452637
	Iteration 38Q: 3 clusters Score -1.087251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10872530.000000 Penalty: 5625.452637
	Iteration 39Q: 3 clusters Score -1.087253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10872528.000000 Penalty: 5625.452637
	Iteration 40F: 3 clusters Score -1.087253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10872521.000000 Penalty: 5625.452637
	Iteration 41Q: 3 clusters Score -1.087252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10872521.000000 Penalty: 5625.452637
	Iteration 42F: 3 clusters Score -1.087252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Entering Unmasked Estep 
Score: -3910301.750000 Penalty: 2565.008057
	Iteration 0F: 2 clusters Score -3910302 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 15628 members 
Entering Unmasked Estep 
Score: -3889045.500000 Penalty: 5130.016113
	Iteration 0F: 3 clusters Score -3889046 nChanged 14057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3897072.000000 Penalty: 5130.016113
	Iteration 1F: 3 clusters Score -3897072 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3897975.000000 Penalty: 5130.016113
	Iteration 2F: 3 clusters Score -3897975 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3898907.750000 Penalty: 5130.016113
	Iteration 3F: 3 clusters Score -3898908 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -3899943.250000 Penalty: 5130.016113
	Iteration 4F: 3 clusters Score -3899943 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -3901074.500000 Penalty: 5130.016113
	Iteration 5F: 3 clusters Score -3901074 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -3902308.500000 Penalty: 5130.016113
	Iteration 6F: 3 clusters Score -3902308 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3903455.000000 Penalty: 5130.016113
	Iteration 7F: 3 clusters Score -3903455 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3904360.000000 Penalty: 5130.016113
	Iteration 8F: 3 clusters Score -3904360 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -3905033.750000 Penalty: 5130.016113
	Iteration 9Q: 3 clusters Score -3905034 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -3905573.500000 Penalty: 5130.016113
	Iteration 10Q: 3 clusters Score -3905574 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3905997.500000 Penalty: 5130.016113
	Iteration 11Q: 3 clusters Score -3905998 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3906451.000000 Penalty: 5130.016113
	Iteration 12Q: 3 clusters Score -3906451 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3906915.000000 Penalty: 5130.016113
	Iteration 13Q: 3 clusters Score -3906915 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3907360.750000 Penalty: 5130.016113
	Iteration 14Q: 3 clusters Score -3907361 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3907736.500000 Penalty: 5130.016113
	Iteration 15Q: 3 clusters Score -3907736 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3908114.000000 Penalty: 5130.016113
	Iteration 16Q: 3 clusters Score -3908114 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -3908427.250000 Penalty: 5130.016113
	Iteration 17Q: 3 clusters Score -3908427 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3908702.250000 Penalty: 5130.016113
	Iteration 18Q: 3 clusters Score -3908702 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3908909.500000 Penalty: 5130.016113
	Iteration 19Q: 3 clusters Score -3908910 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3909084.750000 Penalty: 5130.016113
	Iteration 20F: 3 clusters Score -3909085 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -3909223.500000 Penalty: 5130.016113
	Iteration 21Q: 3 clusters Score -3909224 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3909332.750000 Penalty: 5130.016113
	Iteration 22Q: 3 clusters Score -3909333 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3909398.250000 Penalty: 5130.016113
	Iteration 23Q: 3 clusters Score -3909398 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3909466.500000 Penalty: 5130.016113
	Iteration 24Q: 3 clusters Score -3909466 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3909504.750000 Penalty: 5130.016113
	Iteration 25Q: 3 clusters Score -3909505 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -3909545.500000 Penalty: 5130.016113
	Iteration 26Q: 3 clusters Score -3909546 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -3909594.500000 Penalty: 5130.016113
	Iteration 27Q: 3 clusters Score -3909594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3909636.750000 Penalty: 5130.016113
	Iteration 28Q: 3 clusters Score -3909637 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3909672.250000 Penalty: 5130.016113
	Iteration 29Q: 3 clusters Score -3909672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3909698.000000 Penalty: 5130.016113
	Iteration 30Q: 3 clusters Score -3909698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -3909709.500000 Penalty: 5130.016113
	Iteration 31Q: 3 clusters Score -3909710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -3909727.250000 Penalty: 5130.016113
	Iteration 32Q: 3 clusters Score -3909727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3909734.000000 Penalty: 5130.016113
	Iteration 33Q: 3 clusters Score -3909734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -3909736.500000 Penalty: 5130.016113
	Iteration 34Q: 3 clusters Score -3909736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -3909743.250000 Penalty: 5130.016113
	Iteration 35Q: 3 clusters Score -3909743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -3909746.000000 Penalty: 5130.016113
	Iteration 36Q: 3 clusters Score -3909746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -3909753.500000 Penalty: 5130.016113
	Iteration 37Q: 3 clusters Score -3909754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -3909749.000000 Penalty: 5130.016113
	Iteration 38Q: 3 clusters Score -3909749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3909753.000000 Penalty: 5130.016113
	Iteration 39Q: 3 clusters Score -3909753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -3909758.250000 Penalty: 5130.016113
	Iteration 40F: 3 clusters Score -3909758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3909763.500000 Penalty: 5130.016113
	Iteration 41Q: 3 clusters Score -3909764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3909766.250000 Penalty: 5130.016113
	Iteration 42Q: 3 clusters Score -3909766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3909767.750000 Penalty: 5130.016113
	Iteration 43Q: 3 clusters Score -3909768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3909767.750000 Penalty: 5130.016113
	Iteration 44F: 3 clusters Score -3909768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Entering Unmasked Estep 
Score: -7129985.000000 Penalty: 2706.002441
	Iteration 0F: 2 clusters Score -7129985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -7093154.000000 Penalty: 5412.004883
	Iteration 0F: 3 clusters Score -7093154 nChanged 25327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -7107389.500000 Penalty: 5412.004883
	Iteration 1F: 3 clusters Score -7107390 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -7108192.000000 Penalty: 5412.004883
	Iteration 2Q: 3 clusters Score -7108192 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -7109547.500000 Penalty: 5412.004883
	Iteration 3Q: 3 clusters Score -7109548 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -7111329.500000 Penalty: 5412.004883
	Iteration 4F: 3 clusters Score -7111330 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -7113524.000000 Penalty: 5412.004883
	Iteration 5F: 3 clusters Score -7113524 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -7115703.500000 Penalty: 5412.004883
	Iteration 6F: 3 clusters Score -7115704 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -7117759.500000 Penalty: 5412.004883
	Iteration 7F: 3 clusters Score -7117760 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -7119371.000000 Penalty: 5412.004883
	Iteration 8F: 3 clusters Score -7119371 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -7120546.000000 Penalty: 5412.004883
	Iteration 9Q: 3 clusters Score -7120546 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -7121498.500000 Penalty: 5412.004883
	Iteration 10Q: 3 clusters Score -7121498 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -7122510.500000 Penalty: 5412.004883
	Iteration 11Q: 3 clusters Score -7122510 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -7123398.500000 Penalty: 5412.004883
	Iteration 12Q: 3 clusters Score -7123398 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -7124241.000000 Penalty: 5412.004883
	Iteration 13Q: 3 clusters Score -7124241 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -7124961.500000 Penalty: 5412.004883
	Iteration 14Q: 3 clusters Score -7124962 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -7125661.000000 Penalty: 5412.004883
	Iteration 15Q: 3 clusters Score -7125661 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -7126331.000000 Penalty: 5412.004883
	Iteration 16Q: 3 clusters Score -7126331 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -7126797.000000 Penalty: 5412.004883
	Iteration 17Q: 3 clusters Score -7126797 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -7127124.000000 Penalty: 5412.004883
	Iteration 18Q: 3 clusters Score -7127124 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -7127323.500000 Penalty: 5412.004883
	Iteration 19Q: 3 clusters Score -7127324 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -7127432.500000 Penalty: 5412.004883
	Iteration 20F: 3 clusters Score -7127432 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -7127523.000000 Penalty: 5412.004883
	Iteration 21Q: 3 clusters Score -7127523 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -7127599.000000 Penalty: 5412.004883
	Iteration 22Q: 3 clusters Score -7127599 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -7127649.500000 Penalty: 5412.004883
	Iteration 23Q: 3 clusters Score -7127650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -7127675.000000 Penalty: 5412.004883
	Iteration 24Q: 3 clusters Score -7127675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -7127697.500000 Penalty: 5412.004883
	Iteration 25Q: 3 clusters Score -7127698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -7127712.000000 Penalty: 5412.004883
	Iteration 26Q: 3 clusters Score -7127712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -7127724.500000 Penalty: 5412.004883
	Iteration 27Q: 3 clusters Score -7127724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -7127728.500000 Penalty: 5412.004883
	Iteration 28Q: 3 clusters Score -7127728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -7127740.500000 Penalty: 5412.004883
	Iteration 29Q: 3 clusters Score -7127740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -7127746.000000 Penalty: 5412.004883
	Iteration 30Q: 3 clusters Score -7127746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -7127755.000000 Penalty: 5412.004883
	Iteration 31Q: 3 clusters Score -7127755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -7127752.000000 Penalty: 5412.004883
	Iteration 32Q: 3 clusters Score -7127752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -7127757.000000 Penalty: 5412.004883
	Iteration 33Q: 3 clusters Score -7127757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -7127758.000000 Penalty: 5412.004883
	Iteration 34Q: 3 clusters Score -7127758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -7127773.000000 Penalty: 5412.004883
	Iteration 35Q: 3 clusters Score -7127773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -7127773.500000 Penalty: 5412.004883
	Iteration 36Q: 3 clusters Score -7127774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -7127773.500000 Penalty: 5412.004883
	Iteration 37Q: 3 clusters Score -7127774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -7127777.000000 Penalty: 5412.004883
	Iteration 38Q: 3 clusters Score -7127777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -7127777.000000 Penalty: 5412.004883
	Iteration 39F: 3 clusters Score -7127777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (286069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286069 members 
Entering Unmasked Estep 
Score: -36899460.000000 Penalty: 3115.869141
	Iteration 0F: 2 clusters Score -3.689946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143106 members 
Mstep: Class 2 contains 142963 members 
Entering Unmasked Estep 
Score: -36726292.000000 Penalty: 6231.738281
	Iteration 0F: 3 clusters Score -3.672629e+07 nChanged 138557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144019 members 
Mstep: Class 2 contains 142050 members 
Entering Unmasked Estep 
Score: -36807552.000000 Penalty: 6231.738281
	Iteration 1F: 3 clusters Score -3.680755e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144767 members 
Mstep: Class 2 contains 141302 members 
Entering Unmasked Estep 
Score: -36808856.000000 Penalty: 6231.738281
	Iteration 2Q: 3 clusters Score -3.680886e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145924 members 
Mstep: Class 2 contains 140145 members 
Entering Unmasked Estep 
Score: -36810028.000000 Penalty: 6231.738281
	Iteration 3Q: 3 clusters Score -3.681003e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147643 members 
Mstep: Class 2 contains 138426 members 
Entering Unmasked Estep 
Score: -36811472.000000 Penalty: 6231.738281
	Iteration 4Q: 3 clusters Score -3.681147e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150332 members 
Mstep: Class 2 contains 135737 members 
Entering Unmasked Estep 
Score: -36813080.000000 Penalty: 6231.738281
	Iteration 5Q: 3 clusters Score -3.681308e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154516 members 
Mstep: Class 2 contains 131553 members 
Entering Unmasked Estep 
Score: -36815684.000000 Penalty: 6231.738281
	Iteration 6Q: 3 clusters Score -3.681568e+07 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160721 members 
Mstep: Class 2 contains 125348 members 
Entering Unmasked Estep 
Score: -36820460.000000 Penalty: 6231.738281
	Iteration 7Q: 3 clusters Score -3.682046e+07 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169624 members 
Mstep: Class 2 contains 116445 members 
Entering Unmasked Estep 
Score: -36828604.000000 Penalty: 6231.738281
	Iteration 8F: 3 clusters Score -3.68286e+07 nChanged 17491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180967 members 
Mstep: Class 2 contains 105102 members 
Entering Unmasked Estep 
Score: -36839876.000000 Penalty: 6231.738281
	Iteration 9F: 3 clusters Score -3.683988e+07 nChanged 19019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193084 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -36853684.000000 Penalty: 6231.738281
	Iteration 10F: 3 clusters Score -3.685368e+07 nChanged 17326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203342 members 
Mstep: Class 2 contains 82727 members 
Entering Unmasked Estep 
Score: -36865296.000000 Penalty: 6231.738281
	Iteration 11F: 3 clusters Score -3.68653e+07 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211319 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -36871832.000000 Penalty: 6231.738281
	Iteration 12Q: 3 clusters Score -3.687183e+07 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217989 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -36875424.000000 Penalty: 6231.738281
	Iteration 13Q: 3 clusters Score -3.687542e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224079 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -36877552.000000 Penalty: 6231.738281
	Iteration 14Q: 3 clusters Score -3.687755e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229863 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -36878944.000000 Penalty: 6231.738281
	Iteration 15Q: 3 clusters Score -3.687894e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235303 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -36880328.000000 Penalty: 6231.738281
	Iteration 16Q: 3 clusters Score -3.688033e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240541 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -36881432.000000 Penalty: 6231.738281
	Iteration 17Q: 3 clusters Score -3.688143e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245730 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -36882536.000000 Penalty: 6231.738281
	Iteration 18Q: 3 clusters Score -3.688254e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250642 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -36883368.000000 Penalty: 6231.738281
	Iteration 19Q: 3 clusters Score -3.688337e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255356 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -36884900.000000 Penalty: 6231.738281
	Iteration 20F: 3 clusters Score -3.68849e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259802 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -36886216.000000 Penalty: 6231.738281
	Iteration 21Q: 3 clusters Score -3.688622e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264121 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -36887884.000000 Penalty: 6231.738281
	Iteration 22Q: 3 clusters Score -3.688788e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268124 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -36889204.000000 Penalty: 6231.738281
	Iteration 23Q: 3 clusters Score -3.68892e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271787 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -36890544.000000 Penalty: 6231.738281
	Iteration 24Q: 3 clusters Score -3.689054e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274952 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -36891668.000000 Penalty: 6231.738281
	Iteration 25Q: 3 clusters Score -3.689167e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277662 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -36893020.000000 Penalty: 6231.738281
	Iteration 26Q: 3 clusters Score -3.689302e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279854 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -36893892.000000 Penalty: 6231.738281
	Iteration 27Q: 3 clusters Score -3.689389e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281491 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -36894756.000000 Penalty: 6231.738281
	Iteration 28Q: 3 clusters Score -3.689476e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282680 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -36895424.000000 Penalty: 6231.738281
	Iteration 29Q: 3 clusters Score -3.689542e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283464 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -36895812.000000 Penalty: 6231.738281
	Iteration 30Q: 3 clusters Score -3.689581e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283956 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -36896124.000000 Penalty: 6231.738281
	Iteration 31Q: 3 clusters Score -3.689612e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284277 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -36896348.000000 Penalty: 6231.738281
	Iteration 32Q: 3 clusters Score -3.689635e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284503 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -36896432.000000 Penalty: 6231.738281
	Iteration 33Q: 3 clusters Score -3.689643e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284658 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -36896552.000000 Penalty: 6231.738281
	Iteration 34Q: 3 clusters Score -3.689655e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284781 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -36896608.000000 Penalty: 6231.738281
	Iteration 35Q: 3 clusters Score -3.689661e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284877 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -36896620.000000 Penalty: 6231.738281
	Iteration 36Q: 3 clusters Score -3.689662e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284959 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -36896660.000000 Penalty: 6231.738281
	Iteration 37Q: 3 clusters Score -3.689666e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285016 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -36896668.000000 Penalty: 6231.738281
	Iteration 38Q: 3 clusters Score -3.689667e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285063 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -36896712.000000 Penalty: 6231.738281
	Iteration 39Q: 3 clusters Score -3.689671e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285102 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -36896784.000000 Penalty: 6231.738281
	Iteration 40F: 3 clusters Score -3.689678e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285137 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -36896796.000000 Penalty: 6231.738281
	Iteration 41Q: 3 clusters Score -3.68968e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285165 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -36896812.000000 Penalty: 6231.738281
	Iteration 42Q: 3 clusters Score -3.689681e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285187 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -36896860.000000 Penalty: 6231.738281
	Iteration 43Q: 3 clusters Score -3.689686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285207 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -36896856.000000 Penalty: 6231.738281
	Iteration 44Q: 3 clusters Score -3.689686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285222 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -36896908.000000 Penalty: 6231.738281
	Iteration 45Q: 3 clusters Score -3.689691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285238 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -36896908.000000 Penalty: 6231.738281
	Iteration 46Q: 3 clusters Score -3.689691e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285253 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -36896948.000000 Penalty: 6231.738281
	Iteration 47Q: 3 clusters Score -3.689695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285255 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -36896948.000000 Penalty: 6231.738281
	Iteration 48Q: 3 clusters Score -3.689695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285261 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -36896944.000000 Penalty: 6231.738281
	Iteration 49Q: 3 clusters Score -3.689694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285266 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -36896948.000000 Penalty: 6231.738281
	Iteration 50Q: 3 clusters Score -3.689695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285272 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -36896952.000000 Penalty: 6231.738281
	Iteration 51Q: 3 clusters Score -3.689695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285279 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -36896956.000000 Penalty: 6231.738281
	Iteration 52Q: 3 clusters Score -3.689696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285283 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -36896964.000000 Penalty: 6231.738281
	Iteration 53Q: 3 clusters Score -3.689696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285290 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -36896968.000000 Penalty: 6231.738281
	Iteration 54Q: 3 clusters Score -3.689697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285296 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -36896960.000000 Penalty: 6231.738281
	Iteration 55Q: 3 clusters Score -3.689696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285293 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -36896968.000000 Penalty: 6231.738281
	Iteration 56Q: 3 clusters Score -3.689697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285295 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -36896956.000000 Penalty: 6231.738281
	Iteration 57Q: 3 clusters Score -3.689696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285296 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -36896956.000000 Penalty: 6231.738281
	Iteration 58Q: 3 clusters Score -3.689696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285296 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -36896956.000000 Penalty: 6231.738281
	Iteration 59F: 3 clusters Score -3.689696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Entering Unmasked Estep 
Score: -5476504.000000 Penalty: 2646.919678
	Iteration 0F: 2 clusters Score -5476504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -5447292.000000 Penalty: 5293.839355
	Iteration 0F: 3 clusters Score -5447292 nChanged 19714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -5458019.500000 Penalty: 5293.839355
	Iteration 1F: 3 clusters Score -5458020 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -5458510.000000 Penalty: 5293.839355
	Iteration 2Q: 3 clusters Score -5458510 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -5459085.500000 Penalty: 5293.839355
	Iteration 3Q: 3 clusters Score -5459086 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -5459745.000000 Penalty: 5293.839355
	Iteration 4Q: 3 clusters Score -5459745 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -5460684.500000 Penalty: 5293.839355
	Iteration 5Q: 3 clusters Score -5460684 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -5462238.500000 Penalty: 5293.839355
	Iteration 6F: 3 clusters Score -5462238 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -5464733.000000 Penalty: 5293.839355
	Iteration 7F: 3 clusters Score -5464733 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -5467962.500000 Penalty: 5293.839355
	Iteration 8F: 3 clusters Score -5467962 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5470996.000000 Penalty: 5293.839355
	Iteration 9F: 3 clusters Score -5470996 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5472859.000000 Penalty: 5293.839355
	Iteration 10Q: 3 clusters Score -5472859 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5473642.000000 Penalty: 5293.839355
	Iteration 11Q: 3 clusters Score -5473642 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5473926.500000 Penalty: 5293.839355
	Iteration 12Q: 3 clusters Score -5473926 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5474046.000000 Penalty: 5293.839355
	Iteration 13Q: 3 clusters Score -5474046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5474094.500000 Penalty: 5293.839355
	Iteration 14Q: 3 clusters Score -5474094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5474116.000000 Penalty: 5293.839355
	Iteration 15Q: 3 clusters Score -5474116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5474140.000000 Penalty: 5293.839355
	Iteration 16Q: 3 clusters Score -5474140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5474153.500000 Penalty: 5293.839355
	Iteration 17Q: 3 clusters Score -5474154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5474156.500000 Penalty: 5293.839355
	Iteration 18Q: 3 clusters Score -5474156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5474155.500000 Penalty: 5293.839355
	Iteration 19Q: 3 clusters Score -5474156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5474163.500000 Penalty: 5293.839355
	Iteration 20F: 3 clusters Score -5474164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5474166.500000 Penalty: 5293.839355
	Iteration 21Q: 3 clusters Score -5474166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5474170.000000 Penalty: 5293.839355
	Iteration 22Q: 3 clusters Score -5474170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5474172.000000 Penalty: 5293.839355
	Iteration 23Q: 3 clusters Score -5474172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5474170.500000 Penalty: 5293.839355
	Iteration 24Q: 3 clusters Score -5474170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5474170.500000 Penalty: 5293.839355
	Iteration 25F: 3 clusters Score -5474170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Entering Unmasked Estep 
Score: -5691755.500000 Penalty: 2665.754883
	Iteration 0F: 2 clusters Score -5691756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -5660518.500000 Penalty: 5331.509766
	Iteration 0F: 3 clusters Score -5660518 nChanged 21260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -5672277.500000 Penalty: 5331.509766
	Iteration 1F: 3 clusters Score -5672278 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -5672922.500000 Penalty: 5331.509766
	Iteration 2Q: 3 clusters Score -5672922 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -5673581.500000 Penalty: 5331.509766
	Iteration 3Q: 3 clusters Score -5673582 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -5674301.000000 Penalty: 5331.509766
	Iteration 4Q: 3 clusters Score -5674301 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -5674984.000000 Penalty: 5331.509766
	Iteration 5Q: 3 clusters Score -5674984 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -5675688.500000 Penalty: 5331.509766
	Iteration 6Q: 3 clusters Score -5675688 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -5676485.000000 Penalty: 5331.509766
	Iteration 7Q: 3 clusters Score -5676485 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -5677433.000000 Penalty: 5331.509766
	Iteration 8Q: 3 clusters Score -5677433 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -5678761.000000 Penalty: 5331.509766
	Iteration 9Q: 3 clusters Score -5678761 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -5680404.500000 Penalty: 5331.509766
	Iteration 10F: 3 clusters Score -5680404 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -5682054.500000 Penalty: 5331.509766
	Iteration 11F: 3 clusters Score -5682054 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -5683527.500000 Penalty: 5331.509766
	Iteration 12F: 3 clusters Score -5683528 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -5684599.500000 Penalty: 5331.509766
	Iteration 13Q: 3 clusters Score -5684600 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -5685193.000000 Penalty: 5331.509766
	Iteration 14Q: 3 clusters Score -5685193 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -5685557.000000 Penalty: 5331.509766
	Iteration 15Q: 3 clusters Score -5685557 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -5685925.500000 Penalty: 5331.509766
	Iteration 16Q: 3 clusters Score -5685926 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5686192.500000 Penalty: 5331.509766
	Iteration 17Q: 3 clusters Score -5686192 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -5686447.000000 Penalty: 5331.509766
	Iteration 18Q: 3 clusters Score -5686447 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -5686738.500000 Penalty: 5331.509766
	Iteration 19Q: 3 clusters Score -5686738 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -5687059.500000 Penalty: 5331.509766
	Iteration 20F: 3 clusters Score -5687060 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -5687428.500000 Penalty: 5331.509766
	Iteration 21Q: 3 clusters Score -5687428 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -5687859.000000 Penalty: 5331.509766
	Iteration 22Q: 3 clusters Score -5687859 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -5688412.500000 Penalty: 5331.509766
	Iteration 23Q: 3 clusters Score -5688412 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -5689019.500000 Penalty: 5331.509766
	Iteration 24Q: 3 clusters Score -5689020 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -5689741.500000 Penalty: 5331.509766
	Iteration 25Q: 3 clusters Score -5689742 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11735 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5691899 nChanged 34
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Mstep: Class 1 contains 11701 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5691902 nChanged 29
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Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11646 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11625 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11590 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11575 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 35025 members 
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Mstep: Class 1 contains 11548 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11541 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11532 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 35055 members 
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Mstep: Class 1 contains 11522 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11445 members 
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Mstep: Class 1 contains 11434 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11418 members 
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Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -5691892.500000 Penalty: 5331.509766
	Iteration 117Q: 3 clusters Score -5691892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -5691900.500000 Penalty: 5331.509766
	Iteration 118Q: 3 clusters Score -5691900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -5691891.500000 Penalty: 5331.509766
	Iteration 119Q: 3 clusters Score -5691892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -5691900.000000 Penalty: 5331.509766
	Iteration 120F: 3 clusters Score -5691900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -5691898.000000 Penalty: 5331.509766
	Iteration 121Q: 3 clusters Score -5691898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -5691897.500000 Penalty: 5331.509766
	Iteration 122Q: 3 clusters Score -5691898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -5691892.000000 Penalty: 5331.509766
	Iteration 123Q: 3 clusters Score -5691892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -5691893.500000 Penalty: 5331.509766
	Iteration 124Q: 3 clusters Score -5691894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -5691897.500000 Penalty: 5331.509766
	Iteration 125Q: 3 clusters Score -5691898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -5691894.000000 Penalty: 5331.509766
	Iteration 126Q: 3 clusters Score -5691894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -5691902.500000 Penalty: 5331.509766
	Iteration 127Q: 3 clusters Score -5691902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -5691904.000000 Penalty: 5331.509766
	Iteration 128Q: 3 clusters Score -5691904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -5691903.000000 Penalty: 5331.509766
	Iteration 129Q: 3 clusters Score -5691903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -5691911.000000 Penalty: 5331.509766
	Iteration 130Q: 3 clusters Score -5691911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -5691912.000000 Penalty: 5331.509766
	Iteration 131Q: 3 clusters Score -5691912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -5691912.000000 Penalty: 5331.509766
	Iteration 132F: 3 clusters Score -5691912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84258 members 
Mstep: Class 2 contains 31032 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 286069 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 106272 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14512 members 
Mstep: Class 11 contains 39230 members 
Mstep: Class 12 contains 134233 members 
Mstep: Class 13 contains 125417 members 
Mstep: Class 14 contains 5906 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100628 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22659 members 
Mstep: Class 19 contains 67620 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 13630 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3862 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6601 members 
Mstep: Class 29 contains 4047 members 
Mstep: Class 30 contains 35468 members 
Entering Unmasked Estep 
Score: -157722432.000000 Penalty: 104539.820312
Splitting cluster 6 changes total score from -157723152.000000 to -157722432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -329486.468750 Penalty: 1970.058105
	Iteration 0F: 2 clusters Score -329486.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -326348.812500 Penalty: 3940.116211
	Iteration 0F: 3 clusters Score -326348.8 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -327036.125000 Penalty: 3940.116211
	Iteration 1F: 3 clusters Score -327036.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -327234.968750 Penalty: 3940.116211
	Iteration 2F: 3 clusters Score -327235 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -327352.375000 Penalty: 3940.116211
	Iteration 3F: 3 clusters Score -327352.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -327431.781250 Penalty: 3940.116211
	Iteration 4Q: 3 clusters Score -327431.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -327495.750000 Penalty: 3940.116211
	Iteration 5Q: 3 clusters Score -327495.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -327541.781250 Penalty: 3940.116211
	Iteration 6Q: 3 clusters Score -327541.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -327584.531250 Penalty: 3940.116211
	Iteration 7Q: 3 clusters Score -327584.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -327630.500000 Penalty: 3940.116211
	Iteration 8Q: 3 clusters Score -327630.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -327669.531250 Penalty: 3940.116211
	Iteration 9Q: 3 clusters Score -327669.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -327708.593750 Penalty: 3940.116211
	Iteration 10Q: 3 clusters Score -327708.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -327760.656250 Penalty: 3940.116211
	Iteration 11Q: 3 clusters Score -327760.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -327838.718750 Penalty: 3940.116211
	Iteration 12Q: 3 clusters Score -327838.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -327908.968750 Penalty: 3940.116211
	Iteration 13Q: 3 clusters Score -327909 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -328005.218750 Penalty: 3940.116211
	Iteration 14Q: 3 clusters Score -328005.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -328121.937500 Penalty: 3940.116211
	Iteration 15Q: 3 clusters Score -328121.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -328230.468750 Penalty: 3940.116211
	Iteration 16Q: 3 clusters Score -328230.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -328318.125000 Penalty: 3940.116211
	Iteration 17Q: 3 clusters Score -328318.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -328414.093750 Penalty: 3940.116211
	Iteration 18Q: 3 clusters Score -328414.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -328535.000000 Penalty: 3940.116211
	Iteration 19Q: 3 clusters Score -328535 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -328696.500000 Penalty: 3940.116211
	Iteration 20F: 3 clusters Score -328696.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -328817.468750 Penalty: 3940.116211
	Iteration 21Q: 3 clusters Score -328817.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -328883.187500 Penalty: 3940.116211
	Iteration 22Q: 3 clusters Score -328883.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -328919.406250 Penalty: 3940.116211
	Iteration 23Q: 3 clusters Score -328919.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -328952.687500 Penalty: 3940.116211
	Iteration 24Q: 3 clusters Score -328952.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -328984.437500 Penalty: 3940.116211
	Iteration 25Q: 3 clusters Score -328984.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -329020.312500 Penalty: 3940.116211
	Iteration 26Q: 3 clusters Score -329020.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -329066.656250 Penalty: 3940.116211
	Iteration 27Q: 3 clusters Score -329066.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -329097.531250 Penalty: 3940.116211
	Iteration 28Q: 3 clusters Score -329097.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -329113.718750 Penalty: 3940.116211
	Iteration 29Q: 3 clusters Score -329113.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -329125.781250 Penalty: 3940.116211
	Iteration 30Q: 3 clusters Score -329125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -329131.062500 Penalty: 3940.116211
	Iteration 31Q: 3 clusters Score -329131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -329133.281250 Penalty: 3940.116211
	Iteration 32Q: 3 clusters Score -329133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -329133.843750 Penalty: 3940.116211
	Iteration 33Q: 3 clusters Score -329133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -329135.625000 Penalty: 3940.116211
	Iteration 34Q: 3 clusters Score -329135.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -329135.625000 Penalty: 3940.116211
	Iteration 35F: 3 clusters Score -329135.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (106272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106272 members 
Entering Unmasked Estep 
Score: -13484559.000000 Penalty: 2870.291748
	Iteration 0F: 2 clusters Score -1.348456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -13414104.000000 Penalty: 5740.583496
	Iteration 0F: 3 clusters Score -1.34141e+07 nChanged 50064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -13442246.000000 Penalty: 5740.583496
	Iteration 1F: 3 clusters Score -1.344225e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -13443204.000000 Penalty: 5740.583496
	Iteration 2Q: 3 clusters Score -1.34432e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -13444326.000000 Penalty: 5740.583496
	Iteration 3Q: 3 clusters Score -1.344433e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -13445999.000000 Penalty: 5740.583496
	Iteration 4Q: 3 clusters Score -1.3446e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -13448826.000000 Penalty: 5740.583496
	Iteration 5F: 3 clusters Score -1.344883e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -13454068.000000 Penalty: 5740.583496
	Iteration 6F: 3 clusters Score -1.345407e+07 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -13461889.000000 Penalty: 5740.583496
	Iteration 7F: 3 clusters Score -1.346189e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93820 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -13470371.000000 Penalty: 5740.583496
	Iteration 8F: 3 clusters Score -1.347037e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -13476921.000000 Penalty: 5740.583496
	Iteration 9F: 3 clusters Score -1.347692e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -13480214.000000 Penalty: 5740.583496
	Iteration 10Q: 3 clusters Score -1.348021e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105259 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -13481394.000000 Penalty: 5740.583496
	Iteration 11Q: 3 clusters Score -1.348139e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13481823.000000 Penalty: 5740.583496
	Iteration 12Q: 3 clusters Score -1.348182e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105802 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13482001.000000 Penalty: 5740.583496
	Iteration 13Q: 3 clusters Score -1.3482e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13482106.000000 Penalty: 5740.583496
	Iteration 14Q: 3 clusters Score -1.348211e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105888 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13482152.000000 Penalty: 5740.583496
	Iteration 15Q: 3 clusters Score -1.348215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105892 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -13482203.000000 Penalty: 5740.583496
	Iteration 16Q: 3 clusters Score -1.34822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105899 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -13482222.000000 Penalty: 5740.583496
	Iteration 17Q: 3 clusters Score -1.348222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105902 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -13482241.000000 Penalty: 5740.583496
	Iteration 18Q: 3 clusters Score -1.348224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13482253.000000 Penalty: 5740.583496
	Iteration 19Q: 3 clusters Score -1.348225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13482283.000000 Penalty: 5740.583496
	Iteration 20F: 3 clusters Score -1.348228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105904 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -13482291.000000 Penalty: 5740.583496
	Iteration 21Q: 3 clusters Score -1.348229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105907 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13482303.000000 Penalty: 5740.583496
	Iteration 22Q: 3 clusters Score -1.34823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -13482311.000000 Penalty: 5740.583496
	Iteration 23Q: 3 clusters Score -1.348231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13482308.000000 Penalty: 5740.583496
	Iteration 24Q: 3 clusters Score -1.348231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105914 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -13482313.000000 Penalty: 5740.583496
	Iteration 25Q: 3 clusters Score -1.348231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -13482326.000000 Penalty: 5740.583496
	Iteration 26Q: 3 clusters Score -1.348233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13482339.000000 Penalty: 5740.583496
	Iteration 27Q: 3 clusters Score -1.348234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13482351.000000 Penalty: 5740.583496
	Iteration 28Q: 3 clusters Score -1.348235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105918 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -13482338.000000 Penalty: 5740.583496
	Iteration 29Q: 3 clusters Score -1.348234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105919 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -13482351.000000 Penalty: 5740.583496
	Iteration 30Q: 3 clusters Score -1.348235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105919 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -13482357.000000 Penalty: 5740.583496
	Iteration 31Q: 3 clusters Score -1.348236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105921 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13482345.000000 Penalty: 5740.583496
	Iteration 32Q: 3 clusters Score -1.348234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -13482340.000000 Penalty: 5740.583496
	Iteration 33Q: 3 clusters Score -1.348234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -13482337.000000 Penalty: 5740.583496
	Iteration 34Q: 3 clusters Score -1.348234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -13482363.000000 Penalty: 5740.583496
	Iteration 35Q: 3 clusters Score -1.348236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -13482375.000000 Penalty: 5740.583496
	Iteration 36Q: 3 clusters Score -1.348238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13482382.000000 Penalty: 5740.583496
	Iteration 37Q: 3 clusters Score -1.348238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13482398.000000 Penalty: 5740.583496
	Iteration 38Q: 3 clusters Score -1.34824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -13482403.000000 Penalty: 5740.583496
	Iteration 39Q: 3 clusters Score -1.34824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -13482391.000000 Penalty: 5740.583496
	Iteration 40F: 3 clusters Score -1.348239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -13482397.000000 Penalty: 5740.583496
	Iteration 41Q: 3 clusters Score -1.34824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -13482411.000000 Penalty: 5740.583496
	Iteration 42Q: 3 clusters Score -1.348241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -13482418.000000 Penalty: 5740.583496
	Iteration 43Q: 3 clusters Score -1.348242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -13482430.000000 Penalty: 5740.583496
	Iteration 44Q: 3 clusters Score -1.348243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105919 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -13482438.000000 Penalty: 5740.583496
	Iteration 45Q: 3 clusters Score -1.348244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13482435.000000 Penalty: 5740.583496
	Iteration 46Q: 3 clusters Score -1.348244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13482431.000000 Penalty: 5740.583496
	Iteration 47Q: 3 clusters Score -1.348243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13482431.000000 Penalty: 5740.583496
	Iteration 48F: 3 clusters Score -1.348243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93287.343750 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93287.34 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 383 members 
Entering Unmasked Estep 
Score: -91549.921875 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -91549.92 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91781.117188 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -91781.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91853.820312 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -91853.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91904.984375 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -91904.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91931.898438 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -91931.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91962.015625 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -91962.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -91983.921875 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -91983.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92017.218750 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -92017.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92047.367188 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -92047.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92060.078125 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -92060.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92069.640625 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -92069.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92078.304688 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -92078.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92083.046875 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -92083.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92083.656250 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -92083.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92087.453125 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -92087.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92093.039062 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -92093.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -92099.218750 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -92099.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -92103.484375 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -92103.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -92104.273438 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -92104.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92106.953125 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -92106.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92108.828125 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -92108.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92123.679688 Penalty: 3304.913818
	Iteration 21Q: 3 clusters Score -92123.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -92125.609375 Penalty: 3304.913818
	Iteration 22Q: 3 clusters Score -92125.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92129.742188 Penalty: 3304.913818
	Iteration 23Q: 3 clusters Score -92129.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92133.843750 Penalty: 3304.913818
	Iteration 24Q: 3 clusters Score -92133.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -92141.570312 Penalty: 3304.913818
	Iteration 25Q: 3 clusters Score -92141.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -92147.335938 Penalty: 3304.913818
	Iteration 26Q: 3 clusters Score -92147.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92152.945312 Penalty: 3304.913818
	Iteration 27Q: 3 clusters Score -92152.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92153.804688 Penalty: 3304.913818
	Iteration 28Q: 3 clusters Score -92153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92153.804688 Penalty: 3304.913818
	Iteration 29F: 3 clusters Score -92153.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Entering Unmasked Estep 
Score: -1724306.125000 Penalty: 2376.517334
	Iteration 0F: 2 clusters Score -1724306 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 7256 members 
Entering Unmasked Estep 
Score: -1713784.125000 Penalty: 4753.034668
	Iteration 0F: 3 clusters Score -1713784 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1717539.250000 Penalty: 4753.034668
	Iteration 1F: 3 clusters Score -1717539 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1718212.875000 Penalty: 4753.034668
	Iteration 2F: 3 clusters Score -1718213 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1718711.125000 Penalty: 4753.034668
	Iteration 3F: 3 clusters Score -1718711 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1719199.125000 Penalty: 4753.034668
	Iteration 4F: 3 clusters Score -1719199 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1719703.500000 Penalty: 4753.034668
	Iteration 5F: 3 clusters Score -1719704 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1720186.750000 Penalty: 4753.034668
	Iteration 6F: 3 clusters Score -1720187 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1720659.500000 Penalty: 4753.034668
	Iteration 7F: 3 clusters Score -1720660 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1721121.000000 Penalty: 4753.034668
	Iteration 8Q: 3 clusters Score -1721121 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1721601.875000 Penalty: 4753.034668
	Iteration 9Q: 3 clusters Score -1721602 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1722004.875000 Penalty: 4753.034668
	Iteration 10Q: 3 clusters Score -1722005 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1722353.125000 Penalty: 4753.034668
	Iteration 11Q: 3 clusters Score -1722353 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1722638.250000 Penalty: 4753.034668
	Iteration 12Q: 3 clusters Score -1722638 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1722839.125000 Penalty: 4753.034668
	Iteration 13Q: 3 clusters Score -1722839 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1722950.625000 Penalty: 4753.034668
	Iteration 14Q: 3 clusters Score -1722951 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1723008.625000 Penalty: 4753.034668
	Iteration 15Q: 3 clusters Score -1723009 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1723047.875000 Penalty: 4753.034668
	Iteration 16Q: 3 clusters Score -1723048 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1723098.625000 Penalty: 4753.034668
	Iteration 17Q: 3 clusters Score -1723099 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1723158.125000 Penalty: 4753.034668
	Iteration 18Q: 3 clusters Score -1723158 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1723236.500000 Penalty: 4753.034668
	Iteration 19Q: 3 clusters Score -1723236 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1723318.375000 Penalty: 4753.034668
	Iteration 20F: 3 clusters Score -1723318 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1723407.500000 Penalty: 4753.034668
	Iteration 21Q: 3 clusters Score -1723408 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1723502.750000 Penalty: 4753.034668
	Iteration 22Q: 3 clusters Score -1723503 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1723565.875000 Penalty: 4753.034668
	Iteration 23Q: 3 clusters Score -1723566 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1723600.750000 Penalty: 4753.034668
	Iteration 24Q: 3 clusters Score -1723601 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1723634.000000 Penalty: 4753.034668
	Iteration 25Q: 3 clusters Score -1723634 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1723641.125000 Penalty: 4753.034668
	Iteration 26Q: 3 clusters Score -1723641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1723642.000000 Penalty: 4753.034668
	Iteration 27Q: 3 clusters Score -1723642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1723646.125000 Penalty: 4753.034668
	Iteration 28Q: 3 clusters Score -1723646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1723651.500000 Penalty: 4753.034668
	Iteration 29Q: 3 clusters Score -1723652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1723661.250000 Penalty: 4753.034668
	Iteration 30Q: 3 clusters Score -1723661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1723667.625000 Penalty: 4753.034668
	Iteration 31Q: 3 clusters Score -1723668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1723670.625000 Penalty: 4753.034668
	Iteration 32Q: 3 clusters Score -1723671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1723678.500000 Penalty: 4753.034668
	Iteration 33Q: 3 clusters Score -1723678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1723683.250000 Penalty: 4753.034668
	Iteration 34Q: 3 clusters Score -1723683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1723688.875000 Penalty: 4753.034668
	Iteration 35Q: 3 clusters Score -1723689 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1723695.750000 Penalty: 4753.034668
	Iteration 36Q: 3 clusters Score -1723696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1723708.750000 Penalty: 4753.034668
	Iteration 37Q: 3 clusters Score -1723709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1723711.500000 Penalty: 4753.034668
	Iteration 38Q: 3 clusters Score -1723712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1723718.625000 Penalty: 4753.034668
	Iteration 39Q: 3 clusters Score -1723719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1723721.500000 Penalty: 4753.034668
	Iteration 40F: 3 clusters Score -1723722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1723725.000000 Penalty: 4753.034668
	Iteration 41Q: 3 clusters Score -1723725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1723737.000000 Penalty: 4753.034668
	Iteration 42Q: 3 clusters Score -1723737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1723756.500000 Penalty: 4753.034668
	Iteration 43Q: 3 clusters Score -1723756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1723770.000000 Penalty: 4753.034668
	Iteration 44Q: 3 clusters Score -1723770 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1723789.000000 Penalty: 4753.034668
	Iteration 45Q: 3 clusters Score -1723789 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1723809.750000 Penalty: 4753.034668
	Iteration 46Q: 3 clusters Score -1723810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1723837.000000 Penalty: 4753.034668
	Iteration 47Q: 3 clusters Score -1723837 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1723864.250000 Penalty: 4753.034668
	Iteration 48Q: 3 clusters Score -1723864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1723878.125000 Penalty: 4753.034668
	Iteration 49Q: 3 clusters Score -1723878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1723892.500000 Penalty: 4753.034668
	Iteration 50Q: 3 clusters Score -1723892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1723898.625000 Penalty: 4753.034668
	Iteration 51Q: 3 clusters Score -1723899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1723907.875000 Penalty: 4753.034668
	Iteration 52Q: 3 clusters Score -1723908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1723917.250000 Penalty: 4753.034668
	Iteration 53Q: 3 clusters Score -1723917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1723922.375000 Penalty: 4753.034668
	Iteration 54Q: 3 clusters Score -1723922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1723921.375000 Penalty: 4753.034668
	Iteration 55Q: 3 clusters Score -1723921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1723918.875000 Penalty: 4753.034668
	Iteration 56Q: 3 clusters Score -1723919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1723920.375000 Penalty: 4753.034668
	Iteration 57Q: 3 clusters Score -1723920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1723922.750000 Penalty: 4753.034668
	Iteration 58Q: 3 clusters Score -1723923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1723922.750000 Penalty: 4753.034668
	Iteration 59Q: 3 clusters Score -1723923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1723923.375000 Penalty: 4753.034668
	Iteration 60F: 3 clusters Score -1723923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1723925.750000 Penalty: 4753.034668
	Iteration 61Q: 3 clusters Score -1723926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1723925.625000 Penalty: 4753.034668
	Iteration 62Q: 3 clusters Score -1723926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1723924.125000 Penalty: 4753.034668
	Iteration 63Q: 3 clusters Score -1723924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1723923.750000 Penalty: 4753.034668
	Iteration 64Q: 3 clusters Score -1723924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1723923.750000 Penalty: 4753.034668
	Iteration 65F: 3 clusters Score -1723924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Entering Unmasked Estep 
Score: -5138774.500000 Penalty: 2623.144775
	Iteration 0F: 2 clusters Score -5138774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -5112118.000000 Penalty: 5246.289551
	Iteration 0F: 3 clusters Score -5112118 nChanged 17878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5122124.000000 Penalty: 5246.289551
	Iteration 1F: 3 clusters Score -5122124 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -5122754.500000 Penalty: 5246.289551
	Iteration 2Q: 3 clusters Score -5122754 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -5123391.000000 Penalty: 5246.289551
	Iteration 3Q: 3 clusters Score -5123391 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -5124167.500000 Penalty: 5246.289551
	Iteration 4Q: 3 clusters Score -5124168 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -5124993.000000 Penalty: 5246.289551
	Iteration 5Q: 3 clusters Score -5124993 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -5126055.000000 Penalty: 5246.289551
	Iteration 6Q: 3 clusters Score -5126055 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -5127505.500000 Penalty: 5246.289551
	Iteration 7F: 3 clusters Score -5127506 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -5129136.000000 Penalty: 5246.289551
	Iteration 8F: 3 clusters Score -5129136 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -5130383.500000 Penalty: 5246.289551
	Iteration 9F: 3 clusters Score -5130384 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -5131096.000000 Penalty: 5246.289551
	Iteration 10Q: 3 clusters Score -5131096 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -5131434.500000 Penalty: 5246.289551
	Iteration 11Q: 3 clusters Score -5131434 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -5131647.500000 Penalty: 5246.289551
	Iteration 12Q: 3 clusters Score -5131648 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -5131875.500000 Penalty: 5246.289551
	Iteration 13Q: 3 clusters Score -5131876 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -5132085.500000 Penalty: 5246.289551
	Iteration 14Q: 3 clusters Score -5132086 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -5132279.000000 Penalty: 5246.289551
	Iteration 15Q: 3 clusters Score -5132279 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -5132453.000000 Penalty: 5246.289551
	Iteration 16Q: 3 clusters Score -5132453 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -5132615.500000 Penalty: 5246.289551
	Iteration 17Q: 3 clusters Score -5132616 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -5132839.500000 Penalty: 5246.289551
	Iteration 18Q: 3 clusters Score -5132840 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -5133048.000000 Penalty: 5246.289551
	Iteration 19Q: 3 clusters Score -5133048 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -5133207.500000 Penalty: 5246.289551
	Iteration 20F: 3 clusters Score -5133208 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -5133359.500000 Penalty: 5246.289551
	Iteration 21Q: 3 clusters Score -5133360 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -5133521.500000 Penalty: 5246.289551
	Iteration 22Q: 3 clusters Score -5133522 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -5133660.000000 Penalty: 5246.289551
	Iteration 23Q: 3 clusters Score -5133660 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -5133824.000000 Penalty: 5246.289551
	Iteration 24Q: 3 clusters Score -5133824 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -5133964.000000 Penalty: 5246.289551
	Iteration 25Q: 3 clusters Score -5133964 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -5134115.500000 Penalty: 5246.289551
	Iteration 26Q: 3 clusters Score -5134116 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -5134244.500000 Penalty: 5246.289551
	Iteration 27Q: 3 clusters Score -5134244 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -5134381.000000 Penalty: 5246.289551
	Iteration 28Q: 3 clusters Score -5134381 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -5134521.500000 Penalty: 5246.289551
	Iteration 29Q: 3 clusters Score -5134522 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -5134640.000000 Penalty: 5246.289551
	Iteration 30Q: 3 clusters Score -5134640 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -5134752.500000 Penalty: 5246.289551
	Iteration 31Q: 3 clusters Score -5134752 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -5134903.500000 Penalty: 5246.289551
	Iteration 32Q: 3 clusters Score -5134904 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -5135033.500000 Penalty: 5246.289551
	Iteration 33Q: 3 clusters Score -5135034 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -5135161.000000 Penalty: 5246.289551
	Iteration 34Q: 3 clusters Score -5135161 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -5135299.000000 Penalty: 5246.289551
	Iteration 35Q: 3 clusters Score -5135299 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -5135391.500000 Penalty: 5246.289551
	Iteration 36Q: 3 clusters Score -5135392 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -5135499.500000 Penalty: 5246.289551
	Iteration 37Q: 3 clusters Score -5135500 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -5135596.500000 Penalty: 5246.289551
	Iteration 38Q: 3 clusters Score -5135596 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -5135648.500000 Penalty: 5246.289551
	Iteration 39Q: 3 clusters Score -5135648 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -5135712.000000 Penalty: 5246.289551
	Iteration 40F: 3 clusters Score -5135712 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -5135746.500000 Penalty: 5246.289551
	Iteration 41Q: 3 clusters Score -5135746 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -5135816.000000 Penalty: 5246.289551
	Iteration 42Q: 3 clusters Score -5135816 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -5135855.500000 Penalty: 5246.289551
	Iteration 43Q: 3 clusters Score -5135856 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -5135892.000000 Penalty: 5246.289551
	Iteration 44Q: 3 clusters Score -5135892 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -5135939.000000 Penalty: 5246.289551
	Iteration 45Q: 3 clusters Score -5135939 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -5135966.500000 Penalty: 5246.289551
	Iteration 46Q: 3 clusters Score -5135966 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -5136014.000000 Penalty: 5246.289551
	Iteration 47Q: 3 clusters Score -5136014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -5136058.000000 Penalty: 5246.289551
	Iteration 48Q: 3 clusters Score -5136058 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -5136081.500000 Penalty: 5246.289551
	Iteration 49Q: 3 clusters Score -5136082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -5136130.000000 Penalty: 5246.289551
	Iteration 50Q: 3 clusters Score -5136130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -5136158.500000 Penalty: 5246.289551
	Iteration 51Q: 3 clusters Score -5136158 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -5136187.500000 Penalty: 5246.289551
	Iteration 52Q: 3 clusters Score -5136188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -5136209.000000 Penalty: 5246.289551
	Iteration 53Q: 3 clusters Score -5136209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -5136224.500000 Penalty: 5246.289551
	Iteration 54Q: 3 clusters Score -5136224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -5136235.000000 Penalty: 5246.289551
	Iteration 55Q: 3 clusters Score -5136235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -5136242.000000 Penalty: 5246.289551
	Iteration 56Q: 3 clusters Score -5136242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -5136247.500000 Penalty: 5246.289551
	Iteration 57Q: 3 clusters Score -5136248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -5136256.000000 Penalty: 5246.289551
	Iteration 58Q: 3 clusters Score -5136256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -5136265.000000 Penalty: 5246.289551
	Iteration 59Q: 3 clusters Score -5136265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -5136262.500000 Penalty: 5246.289551
	Iteration 60F: 3 clusters Score -5136262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -5136260.500000 Penalty: 5246.289551
	Iteration 61Q: 3 clusters Score -5136260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5136268.500000 Penalty: 5246.289551
	Iteration 62Q: 3 clusters Score -5136268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5136262.500000 Penalty: 5246.289551
	Iteration 63Q: 3 clusters Score -5136262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -5136269.000000 Penalty: 5246.289551
	Iteration 64Q: 3 clusters Score -5136269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -5136267.500000 Penalty: 5246.289551
	Iteration 65Q: 3 clusters Score -5136268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -5136277.500000 Penalty: 5246.289551
	Iteration 66Q: 3 clusters Score -5136278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -5136281.500000 Penalty: 5246.289551
	Iteration 67Q: 3 clusters Score -5136282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -5136295.000000 Penalty: 5246.289551
	Iteration 68Q: 3 clusters Score -5136295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -5136295.000000 Penalty: 5246.289551
	Iteration 69Q: 3 clusters Score -5136295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -5136306.000000 Penalty: 5246.289551
	Iteration 70Q: 3 clusters Score -5136306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5136319.500000 Penalty: 5246.289551
	Iteration 71Q: 3 clusters Score -5136320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -5136329.500000 Penalty: 5246.289551
	Iteration 72Q: 3 clusters Score -5136330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -5136329.000000 Penalty: 5246.289551
	Iteration 73Q: 3 clusters Score -5136329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -5136335.500000 Penalty: 5246.289551
	Iteration 74Q: 3 clusters Score -5136336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -5136336.500000 Penalty: 5246.289551
	Iteration 75Q: 3 clusters Score -5136336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -5136342.000000 Penalty: 5246.289551
	Iteration 76Q: 3 clusters Score -5136342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5136340.500000 Penalty: 5246.289551
	Iteration 77Q: 3 clusters Score -5136340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -5136346.000000 Penalty: 5246.289551
	Iteration 78Q: 3 clusters Score -5136346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -5136353.000000 Penalty: 5246.289551
	Iteration 79Q: 3 clusters Score -5136353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -5136358.500000 Penalty: 5246.289551
	Iteration 80F: 3 clusters Score -5136358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -5136364.000000 Penalty: 5246.289551
	Iteration 81Q: 3 clusters Score -5136364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -5136367.000000 Penalty: 5246.289551
	Iteration 82Q: 3 clusters Score -5136367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -5136373.500000 Penalty: 5246.289551
	Iteration 83Q: 3 clusters Score -5136374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -5136380.000000 Penalty: 5246.289551
	Iteration 84Q: 3 clusters Score -5136380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -5136379.000000 Penalty: 5246.289551
	Iteration 85Q: 3 clusters Score -5136379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -5136382.000000 Penalty: 5246.289551
	Iteration 86Q: 3 clusters Score -5136382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -5136385.500000 Penalty: 5246.289551
	Iteration 87Q: 3 clusters Score -5136386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -5136379.500000 Penalty: 5246.289551
	Iteration 88Q: 3 clusters Score -5136380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -5136382.500000 Penalty: 5246.289551
	Iteration 89Q: 3 clusters Score -5136382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -5136382.500000 Penalty: 5246.289551
	Iteration 90Q: 3 clusters Score -5136382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -5136382.500000 Penalty: 5246.289551
	Iteration 91Q: 3 clusters Score -5136382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -5136379.000000 Penalty: 5246.289551
	Iteration 92Q: 3 clusters Score -5136379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -5136382.500000 Penalty: 5246.289551
	Iteration 93Q: 3 clusters Score -5136382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -5136384.500000 Penalty: 5246.289551
	Iteration 94Q: 3 clusters Score -5136384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -5136381.500000 Penalty: 5246.289551
	Iteration 95Q: 3 clusters Score -5136382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -5136387.500000 Penalty: 5246.289551
	Iteration 96Q: 3 clusters Score -5136388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -5136389.500000 Penalty: 5246.289551
	Iteration 97Q: 3 clusters Score -5136390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -5136396.500000 Penalty: 5246.289551
	Iteration 98Q: 3 clusters Score -5136396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -5136400.000000 Penalty: 5246.289551
	Iteration 99Q: 3 clusters Score -5136400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -5136405.000000 Penalty: 5246.289551
	Iteration 100F: 3 clusters Score -5136405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -5136396.000000 Penalty: 5246.289551
	Iteration 101Q: 3 clusters Score -5136396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -5136395.000000 Penalty: 5246.289551
	Iteration 102Q: 3 clusters Score -5136395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -5136403.500000 Penalty: 5246.289551
	Iteration 103Q: 3 clusters Score -5136404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -5136409.000000 Penalty: 5246.289551
	Iteration 104Q: 3 clusters Score -5136409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -5136409.500000 Penalty: 5246.289551
	Iteration 105Q: 3 clusters Score -5136410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -5136409.000000 Penalty: 5246.289551
	Iteration 106Q: 3 clusters Score -5136409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -5136412.000000 Penalty: 5246.289551
	Iteration 107Q: 3 clusters Score -5136412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -5136409.500000 Penalty: 5246.289551
	Iteration 108Q: 3 clusters Score -5136410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -5136415.500000 Penalty: 5246.289551
	Iteration 109Q: 3 clusters Score -5136416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -5136418.000000 Penalty: 5246.289551
	Iteration 110Q: 3 clusters Score -5136418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -5136415.500000 Penalty: 5246.289551
	Iteration 111Q: 3 clusters Score -5136416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -5136424.500000 Penalty: 5246.289551
	Iteration 112Q: 3 clusters Score -5136424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -5136424.000000 Penalty: 5246.289551
	Iteration 113Q: 3 clusters Score -5136424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -5136427.000000 Penalty: 5246.289551
	Iteration 114Q: 3 clusters Score -5136427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -5136429.000000 Penalty: 5246.289551
	Iteration 115Q: 3 clusters Score -5136429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -5136437.500000 Penalty: 5246.289551
	Iteration 116Q: 3 clusters Score -5136438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -5136437.000000 Penalty: 5246.289551
	Iteration 117Q: 3 clusters Score -5136437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -5136436.500000 Penalty: 5246.289551
	Iteration 118Q: 3 clusters Score -5136436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -5136433.000000 Penalty: 5246.289551
	Iteration 119Q: 3 clusters Score -5136433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -5136435.000000 Penalty: 5246.289551
	Iteration 120F: 3 clusters Score -5136435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -5136430.500000 Penalty: 5246.289551
	Iteration 121Q: 3 clusters Score -5136430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -5136436.000000 Penalty: 5246.289551
	Iteration 122Q: 3 clusters Score -5136436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -5136440.500000 Penalty: 5246.289551
	Iteration 123Q: 3 clusters Score -5136440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -5136438.000000 Penalty: 5246.289551
	Iteration 124Q: 3 clusters Score -5136438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -5136440.000000 Penalty: 5246.289551
	Iteration 125Q: 3 clusters Score -5136440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5136440.500000 Penalty: 5246.289551
	Iteration 126Q: 3 clusters Score -5136440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5136440.500000 Penalty: 5246.289551
	Iteration 127F: 3 clusters Score -5136440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (134233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134233 members 
Entering Unmasked Estep 
Score: -17398602.000000 Penalty: 2928.218262
	Iteration 0F: 2 clusters Score -1.73986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -17309316.000000 Penalty: 5856.436523
	Iteration 0F: 3 clusters Score -1.730932e+07 nChanged 63968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -17347986.000000 Penalty: 5856.436523
	Iteration 1F: 3 clusters Score -1.734799e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -17350384.000000 Penalty: 5856.436523
	Iteration 2Q: 3 clusters Score -1.735038e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -17353756.000000 Penalty: 5856.436523
	Iteration 3F: 3 clusters Score -1.735376e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -17358272.000000 Penalty: 5856.436523
	Iteration 4F: 3 clusters Score -1.735827e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -17363470.000000 Penalty: 5856.436523
	Iteration 5F: 3 clusters Score -1.736347e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -17369062.000000 Penalty: 5856.436523
	Iteration 6F: 3 clusters Score -1.736906e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -17374132.000000 Penalty: 5856.436523
	Iteration 7F: 3 clusters Score -1.737413e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 66442 members 
Entering Unmasked Estep 
Score: -17377830.000000 Penalty: 5856.436523
	Iteration 8F: 3 clusters Score -1.737783e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -17379806.000000 Penalty: 5856.436523
	Iteration 9Q: 3 clusters Score -1.737981e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -17380700.000000 Penalty: 5856.436523
	Iteration 10Q: 3 clusters Score -1.73807e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -17381258.000000 Penalty: 5856.436523
	Iteration 11Q: 3 clusters Score -1.738126e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -17381540.000000 Penalty: 5856.436523
	Iteration 12Q: 3 clusters Score -1.738154e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 63668 members 
Entering Unmasked Estep 
Score: -17381694.000000 Penalty: 5856.436523
	Iteration 13Q: 3 clusters Score -1.738169e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -17381814.000000 Penalty: 5856.436523
	Iteration 14Q: 3 clusters Score -1.738181e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71906 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -17382026.000000 Penalty: 5856.436523
	Iteration 15Q: 3 clusters Score -1.738203e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -17382216.000000 Penalty: 5856.436523
	Iteration 16Q: 3 clusters Score -1.738222e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -17382368.000000 Penalty: 5856.436523
	Iteration 17Q: 3 clusters Score -1.738237e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -17382594.000000 Penalty: 5856.436523
	Iteration 18Q: 3 clusters Score -1.738259e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -17382712.000000 Penalty: 5856.436523
	Iteration 19Q: 3 clusters Score -1.738271e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -17382860.000000 Penalty: 5856.436523
	Iteration 20F: 3 clusters Score -1.738286e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -17382990.000000 Penalty: 5856.436523
	Iteration 21Q: 3 clusters Score -1.738299e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -17383168.000000 Penalty: 5856.436523
	Iteration 22Q: 3 clusters Score -1.738317e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -17383290.000000 Penalty: 5856.436523
	Iteration 23Q: 3 clusters Score -1.738329e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78826 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -17383344.000000 Penalty: 5856.436523
	Iteration 24Q: 3 clusters Score -1.738334e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -17383472.000000 Penalty: 5856.436523
	Iteration 25Q: 3 clusters Score -1.738347e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -17383636.000000 Penalty: 5856.436523
	Iteration 26Q: 3 clusters Score -1.738364e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -17383718.000000 Penalty: 5856.436523
	Iteration 27Q: 3 clusters Score -1.738372e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -17383904.000000 Penalty: 5856.436523
	Iteration 28Q: 3 clusters Score -1.73839e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -17384072.000000 Penalty: 5856.436523
	Iteration 29Q: 3 clusters Score -1.738407e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -17384138.000000 Penalty: 5856.436523
	Iteration 30Q: 3 clusters Score -1.738414e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86907 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -17384330.000000 Penalty: 5856.436523
	Iteration 31Q: 3 clusters Score -1.738433e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -17384556.000000 Penalty: 5856.436523
	Iteration 32Q: 3 clusters Score -1.738456e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -17384790.000000 Penalty: 5856.436523
	Iteration 33Q: 3 clusters Score -1.738479e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -17384958.000000 Penalty: 5856.436523
	Iteration 34Q: 3 clusters Score -1.738496e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92499 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -17385208.000000 Penalty: 5856.436523
	Iteration 35Q: 3 clusters Score -1.738521e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94024 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -17385510.000000 Penalty: 5856.436523
	Iteration 36Q: 3 clusters Score -1.738551e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95584 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -17385796.000000 Penalty: 5856.436523
	Iteration 37Q: 3 clusters Score -1.73858e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97162 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -17386112.000000 Penalty: 5856.436523
	Iteration 38Q: 3 clusters Score -1.738611e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -17386470.000000 Penalty: 5856.436523
	Iteration 39Q: 3 clusters Score -1.738647e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100368 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -17386818.000000 Penalty: 5856.436523
	Iteration 40F: 3 clusters Score -1.738682e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102081 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -17387184.000000 Penalty: 5856.436523
	Iteration 41Q: 3 clusters Score -1.738718e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103793 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -17387566.000000 Penalty: 5856.436523
	Iteration 42Q: 3 clusters Score -1.738757e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105579 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -17388034.000000 Penalty: 5856.436523
	Iteration 43Q: 3 clusters Score -1.738803e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107403 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -17388552.000000 Penalty: 5856.436523
	Iteration 44Q: 3 clusters Score -1.738855e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -17389026.000000 Penalty: 5856.436523
	Iteration 45Q: 3 clusters Score -1.738903e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111051 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -17389464.000000 Penalty: 5856.436523
	Iteration 46Q: 3 clusters Score -1.738946e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112811 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -17390088.000000 Penalty: 5856.436523
	Iteration 47Q: 3 clusters Score -1.739009e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114551 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -17390618.000000 Penalty: 5856.436523
	Iteration 48Q: 3 clusters Score -1.739062e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116167 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -17391274.000000 Penalty: 5856.436523
	Iteration 49Q: 3 clusters Score -1.739127e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117748 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -17391960.000000 Penalty: 5856.436523
	Iteration 50Q: 3 clusters Score -1.739196e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119236 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -17392688.000000 Penalty: 5856.436523
	Iteration 51Q: 3 clusters Score -1.739269e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -17393480.000000 Penalty: 5856.436523
	Iteration 52Q: 3 clusters Score -1.739348e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -17394218.000000 Penalty: 5856.436523
	Iteration 53Q: 3 clusters Score -1.739422e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122700 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -17394916.000000 Penalty: 5856.436523
	Iteration 54Q: 3 clusters Score -1.739492e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123389 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -17395436.000000 Penalty: 5856.436523
	Iteration 55Q: 3 clusters Score -1.739544e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123939 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -17395764.000000 Penalty: 5856.436523
	Iteration 56Q: 3 clusters Score -1.739576e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124394 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -17396070.000000 Penalty: 5856.436523
	Iteration 57Q: 3 clusters Score -1.739607e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124742 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -17396264.000000 Penalty: 5856.436523
	Iteration 58Q: 3 clusters Score -1.739626e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125043 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -17396388.000000 Penalty: 5856.436523
	Iteration 59Q: 3 clusters Score -1.739639e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125275 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -17396514.000000 Penalty: 5856.436523
	Iteration 60F: 3 clusters Score -1.739651e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125512 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -17396590.000000 Penalty: 5856.436523
	Iteration 61Q: 3 clusters Score -1.739659e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125713 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -17396582.000000 Penalty: 5856.436523
	Iteration 62Q: 3 clusters Score -1.739658e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125890 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -17396630.000000 Penalty: 5856.436523
	Iteration 63Q: 3 clusters Score -1.739663e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126031 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -17396638.000000 Penalty: 5856.436523
	Iteration 64Q: 3 clusters Score -1.739664e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126128 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -17396652.000000 Penalty: 5856.436523
	Iteration 65Q: 3 clusters Score -1.739665e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126214 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -17396658.000000 Penalty: 5856.436523
	Iteration 66Q: 3 clusters Score -1.739666e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126289 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -17396676.000000 Penalty: 5856.436523
	Iteration 67Q: 3 clusters Score -1.739668e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126357 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -17396700.000000 Penalty: 5856.436523
	Iteration 68Q: 3 clusters Score -1.73967e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126413 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -17396702.000000 Penalty: 5856.436523
	Iteration 69Q: 3 clusters Score -1.73967e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126469 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -17396692.000000 Penalty: 5856.436523
	Iteration 70Q: 3 clusters Score -1.739669e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126528 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -17396676.000000 Penalty: 5856.436523
	Iteration 71Q: 3 clusters Score -1.739668e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126571 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -17396676.000000 Penalty: 5856.436523
	Iteration 72Q: 3 clusters Score -1.739668e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126625 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -17396692.000000 Penalty: 5856.436523
	Iteration 73Q: 3 clusters Score -1.739669e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -17396666.000000 Penalty: 5856.436523
	Iteration 74Q: 3 clusters Score -1.739667e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126738 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -17396678.000000 Penalty: 5856.436523
	Iteration 75Q: 3 clusters Score -1.739668e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126793 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -17396698.000000 Penalty: 5856.436523
	Iteration 76Q: 3 clusters Score -1.73967e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126838 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -17396706.000000 Penalty: 5856.436523
	Iteration 77Q: 3 clusters Score -1.739671e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126875 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -17396700.000000 Penalty: 5856.436523
	Iteration 78Q: 3 clusters Score -1.73967e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126915 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -17396692.000000 Penalty: 5856.436523
	Iteration 79Q: 3 clusters Score -1.739669e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126944 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -17396708.000000 Penalty: 5856.436523
	Iteration 80F: 3 clusters Score -1.739671e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126971 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -17396708.000000 Penalty: 5856.436523
	Iteration 81Q: 3 clusters Score -1.739671e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126998 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -17396692.000000 Penalty: 5856.436523
	Iteration 82Q: 3 clusters Score -1.739669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127015 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -17396696.000000 Penalty: 5856.436523
	Iteration 83Q: 3 clusters Score -1.73967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127028 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -17396686.000000 Penalty: 5856.436523
	Iteration 84Q: 3 clusters Score -1.739669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127045 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -17396682.000000 Penalty: 5856.436523
	Iteration 85Q: 3 clusters Score -1.739668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127058 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -17396704.000000 Penalty: 5856.436523
	Iteration 86Q: 3 clusters Score -1.73967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127069 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -17396696.000000 Penalty: 5856.436523
	Iteration 87Q: 3 clusters Score -1.73967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127075 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -17396708.000000 Penalty: 5856.436523
	Iteration 88Q: 3 clusters Score -1.739671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127077 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -17396698.000000 Penalty: 5856.436523
	Iteration 89Q: 3 clusters Score -1.73967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127077 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -17396698.000000 Penalty: 5856.436523
	Iteration 90F: 3 clusters Score -1.73967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (125417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125417 members 
Entering Unmasked Estep 
Score: -16049320.000000 Penalty: 2911.371094
	Iteration 0F: 2 clusters Score -1.604932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -15965834.000000 Penalty: 5822.742188
	Iteration 0F: 3 clusters Score -1.596583e+07 nChanged 59711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -16002295.000000 Penalty: 5822.742188
	Iteration 1F: 3 clusters Score -1.60023e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -16004893.000000 Penalty: 5822.742188
	Iteration 2Q: 3 clusters Score -1.600489e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -16008749.000000 Penalty: 5822.742188
	Iteration 3F: 3 clusters Score -1.600875e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -16014041.000000 Penalty: 5822.742188
	Iteration 4F: 3 clusters Score -1.601404e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -16021280.000000 Penalty: 5822.742188
	Iteration 5F: 3 clusters Score -1.602128e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -16031018.000000 Penalty: 5822.742188
	Iteration 6F: 3 clusters Score -1.603102e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -16040062.000000 Penalty: 5822.742188
	Iteration 7F: 3 clusters Score -1.604006e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -16045262.000000 Penalty: 5822.742188
	Iteration 8F: 3 clusters Score -1.604526e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -16047325.000000 Penalty: 5822.742188
	Iteration 9Q: 3 clusters Score -1.604732e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67533 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -16048092.000000 Penalty: 5822.742188
	Iteration 10Q: 3 clusters Score -1.604809e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -16048515.000000 Penalty: 5822.742188
	Iteration 11Q: 3 clusters Score -1.604852e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -16048648.000000 Penalty: 5822.742188
	Iteration 12Q: 3 clusters Score -1.604865e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -16048767.000000 Penalty: 5822.742188
	Iteration 13Q: 3 clusters Score -1.604877e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -16048911.000000 Penalty: 5822.742188
	Iteration 14Q: 3 clusters Score -1.604891e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64881 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -16049021.000000 Penalty: 5822.742188
	Iteration 15Q: 3 clusters Score -1.604902e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -16049077.000000 Penalty: 5822.742188
	Iteration 16Q: 3 clusters Score -1.604908e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -16049075.000000 Penalty: 5822.742188
	Iteration 17Q: 3 clusters Score -1.604908e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -16049062.000000 Penalty: 5822.742188
	Iteration 18Q: 3 clusters Score -1.604906e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -16049031.000000 Penalty: 5822.742188
	Iteration 19Q: 3 clusters Score -1.604903e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -16049058.000000 Penalty: 5822.742188
	Iteration 20F: 3 clusters Score -1.604906e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -16049042.000000 Penalty: 5822.742188
	Iteration 21Q: 3 clusters Score -1.604904e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -16049041.000000 Penalty: 5822.742188
	Iteration 22Q: 3 clusters Score -1.604904e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -16049026.000000 Penalty: 5822.742188
	Iteration 23Q: 3 clusters Score -1.604903e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -16049059.000000 Penalty: 5822.742188
	Iteration 24Q: 3 clusters Score -1.604906e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -16049039.000000 Penalty: 5822.742188
	Iteration 25Q: 3 clusters Score -1.604904e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -16049036.000000 Penalty: 5822.742188
	Iteration 26Q: 3 clusters Score -1.604904e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -16049019.000000 Penalty: 5822.742188
	Iteration 27Q: 3 clusters Score -1.604902e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -16049051.000000 Penalty: 5822.742188
	Iteration 28Q: 3 clusters Score -1.604905e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -16049055.000000 Penalty: 5822.742188
	Iteration 29Q: 3 clusters Score -1.604906e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -16049058.000000 Penalty: 5822.742188
	Iteration 30Q: 3 clusters Score -1.604906e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -16049060.000000 Penalty: 5822.742188
	Iteration 31Q: 3 clusters Score -1.604906e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -16049080.000000 Penalty: 5822.742188
	Iteration 32Q: 3 clusters Score -1.604908e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -16049065.000000 Penalty: 5822.742188
	Iteration 33Q: 3 clusters Score -1.604906e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -16049057.000000 Penalty: 5822.742188
	Iteration 34Q: 3 clusters Score -1.604906e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -16049072.000000 Penalty: 5822.742188
	Iteration 35Q: 3 clusters Score -1.604907e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -16049051.000000 Penalty: 5822.742188
	Iteration 36Q: 3 clusters Score -1.604905e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -16049042.000000 Penalty: 5822.742188
	Iteration 37Q: 3 clusters Score -1.604904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -16049053.000000 Penalty: 5822.742188
	Iteration 38Q: 3 clusters Score -1.604905e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -16049027.000000 Penalty: 5822.742188
	Iteration 39Q: 3 clusters Score -1.604903e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -16049032.000000 Penalty: 5822.742188
	Iteration 40F: 3 clusters Score -1.604903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
Score: -16049045.000000 Penalty: 5822.742188
	Iteration 41Q: 3 clusters Score -1.604904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -16049041.000000 Penalty: 5822.742188
	Iteration 42Q: 3 clusters Score -1.604904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -16049039.000000 Penalty: 5822.742188
	Iteration 43Q: 3 clusters Score -1.604904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -16049049.000000 Penalty: 5822.742188
	Iteration 44Q: 3 clusters Score -1.604905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -16049056.000000 Penalty: 5822.742188
	Iteration 45Q: 3 clusters Score -1.604906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -16049054.000000 Penalty: 5822.742188
	Iteration 46Q: 3 clusters Score -1.604905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -16049060.000000 Penalty: 5822.742188
	Iteration 47Q: 3 clusters Score -1.604906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -16049067.000000 Penalty: 5822.742188
	Iteration 48Q: 3 clusters Score -1.604907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -16049064.000000 Penalty: 5822.742188
	Iteration 49Q: 3 clusters Score -1.604906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -16049076.000000 Penalty: 5822.742188
	Iteration 50Q: 3 clusters Score -1.604908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -16049068.000000 Penalty: 5822.742188
	Iteration 51Q: 3 clusters Score -1.604907e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -16049065.000000 Penalty: 5822.742188
	Iteration 52Q: 3 clusters Score -1.604906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -16049059.000000 Penalty: 5822.742188
	Iteration 53Q: 3 clusters Score -1.604906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -16049064.000000 Penalty: 5822.742188
	Iteration 54Q: 3 clusters Score -1.604906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -16049073.000000 Penalty: 5822.742188
	Iteration 55Q: 3 clusters Score -1.604907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -16049061.000000 Penalty: 5822.742188
	Iteration 56Q: 3 clusters Score -1.604906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 63889 members 
Entering Unmasked Estep 
Score: -16049065.000000 Penalty: 5822.742188
	Iteration 57Q: 3 clusters Score -1.604906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -16049060.000000 Penalty: 5822.742188
	Iteration 58Q: 3 clusters Score -1.604906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -16049064.000000 Penalty: 5822.742188
	Iteration 59Q: 3 clusters Score -1.604906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -16049067.000000 Penalty: 5822.742188
	Iteration 60F: 3 clusters Score -1.604907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 63901 members 
Entering Unmasked Estep 
Score: -16049065.000000 Penalty: 5822.742188
	Iteration 61Q: 3 clusters Score -1.604906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -16049065.000000 Penalty: 5822.742188
	Iteration 62Q: 3 clusters Score -1.604906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -16049067.000000 Penalty: 5822.742188
	Iteration 63Q: 3 clusters Score -1.604907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -16049073.000000 Penalty: 5822.742188
	Iteration 64Q: 3 clusters Score -1.604907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -16049069.000000 Penalty: 5822.742188
	Iteration 65Q: 3 clusters Score -1.604907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -16049082.000000 Penalty: 5822.742188
	Iteration 66Q: 3 clusters Score -1.604908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -16049085.000000 Penalty: 5822.742188
	Iteration 67Q: 3 clusters Score -1.604908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -16049076.000000 Penalty: 5822.742188
	Iteration 68Q: 3 clusters Score -1.604908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -16049088.000000 Penalty: 5822.742188
	Iteration 69Q: 3 clusters Score -1.604909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 63943 members 
Entering Unmasked Estep 
Score: -16049084.000000 Penalty: 5822.742188
	Iteration 70Q: 3 clusters Score -1.604908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -16049092.000000 Penalty: 5822.742188
	Iteration 71Q: 3 clusters Score -1.604909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -16049077.000000 Penalty: 5822.742188
	Iteration 72Q: 3 clusters Score -1.604908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -16049076.000000 Penalty: 5822.742188
	Iteration 73Q: 3 clusters Score -1.604908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -16049082.000000 Penalty: 5822.742188
	Iteration 74Q: 3 clusters Score -1.604908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -16049071.000000 Penalty: 5822.742188
	Iteration 75Q: 3 clusters Score -1.604907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -16049075.000000 Penalty: 5822.742188
	Iteration 76Q: 3 clusters Score -1.604908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -16049075.000000 Penalty: 5822.742188
	Iteration 77F: 3 clusters Score -1.604908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Entering Unmasked Estep 
Score: -728554.437500 Penalty: 2153.563721
	Iteration 0F: 2 clusters Score -728554.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -723522.000000 Penalty: 4307.127441
	Iteration 0F: 3 clusters Score -723522 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -724756.187500 Penalty: 4307.127441
	Iteration 1F: 3 clusters Score -724756.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -725028.250000 Penalty: 4307.127441
	Iteration 2F: 3 clusters Score -725028.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -725218.375000 Penalty: 4307.127441
	Iteration 3F: 3 clusters Score -725218.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -725363.875000 Penalty: 4307.127441
	Iteration 4Q: 3 clusters Score -725363.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -725475.125000 Penalty: 4307.127441
	Iteration 5Q: 3 clusters Score -725475.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -725567.375000 Penalty: 4307.127441
	Iteration 6Q: 3 clusters Score -725567.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -725629.500000 Penalty: 4307.127441
	Iteration 7Q: 3 clusters Score -725629.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -725676.812500 Penalty: 4307.127441
	Iteration 8Q: 3 clusters Score -725676.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -725715.750000 Penalty: 4307.127441
	Iteration 9Q: 3 clusters Score -725715.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -725761.312500 Penalty: 4307.127441
	Iteration 10Q: 3 clusters Score -725761.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -725813.187500 Penalty: 4307.127441
	Iteration 11Q: 3 clusters Score -725813.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -725873.500000 Penalty: 4307.127441
	Iteration 12Q: 3 clusters Score -725873.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -725928.500000 Penalty: 4307.127441
	Iteration 13Q: 3 clusters Score -725928.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -725984.187500 Penalty: 4307.127441
	Iteration 14Q: 3 clusters Score -725984.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -726030.312500 Penalty: 4307.127441
	Iteration 15Q: 3 clusters Score -726030.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -726075.250000 Penalty: 4307.127441
	Iteration 16Q: 3 clusters Score -726075.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -726104.437500 Penalty: 4307.127441
	Iteration 17Q: 3 clusters Score -726104.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -726130.437500 Penalty: 4307.127441
	Iteration 18Q: 3 clusters Score -726130.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -726153.625000 Penalty: 4307.127441
	Iteration 19Q: 3 clusters Score -726153.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -726174.125000 Penalty: 4307.127441
	Iteration 20F: 3 clusters Score -726174.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -726184.062500 Penalty: 4307.127441
	Iteration 21Q: 3 clusters Score -726184.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -726193.500000 Penalty: 4307.127441
	Iteration 22Q: 3 clusters Score -726193.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -726199.187500 Penalty: 4307.127441
	Iteration 23Q: 3 clusters Score -726199.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -726205.937500 Penalty: 4307.127441
	Iteration 24Q: 3 clusters Score -726205.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -726216.500000 Penalty: 4307.127441
	Iteration 25Q: 3 clusters Score -726216.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -726220.687500 Penalty: 4307.127441
	Iteration 26Q: 3 clusters Score -726220.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -726227.062500 Penalty: 4307.127441
	Iteration 27Q: 3 clusters Score -726227.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -726232.937500 Penalty: 4307.127441
	Iteration 28Q: 3 clusters Score -726232.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -726240.812500 Penalty: 4307.127441
	Iteration 29Q: 3 clusters Score -726240.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -726248.750000 Penalty: 4307.127441
	Iteration 30Q: 3 clusters Score -726248.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -726260.437500 Penalty: 4307.127441
	Iteration 31Q: 3 clusters Score -726260.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -726273.187500 Penalty: 4307.127441
	Iteration 32Q: 3 clusters Score -726273.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -726282.562500 Penalty: 4307.127441
	Iteration 33Q: 3 clusters Score -726282.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -726293.625000 Penalty: 4307.127441
	Iteration 34Q: 3 clusters Score -726293.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -726302.000000 Penalty: 4307.127441
	Iteration 35Q: 3 clusters Score -726302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -726305.437500 Penalty: 4307.127441
	Iteration 36Q: 3 clusters Score -726305.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -726309.437500 Penalty: 4307.127441
	Iteration 37Q: 3 clusters Score -726309.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -726314.187500 Penalty: 4307.127441
	Iteration 38Q: 3 clusters Score -726314.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -726317.375000 Penalty: 4307.127441
	Iteration 39Q: 3 clusters Score -726317.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -726320.125000 Penalty: 4307.127441
	Iteration 40F: 3 clusters Score -726320.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -726323.125000 Penalty: 4307.127441
	Iteration 41Q: 3 clusters Score -726323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -726325.562500 Penalty: 4307.127441
	Iteration 42Q: 3 clusters Score -726325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -726326.000000 Penalty: 4307.127441
	Iteration 43Q: 3 clusters Score -726326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -726326.562500 Penalty: 4307.127441
	Iteration 44Q: 3 clusters Score -726326.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -726327.437500 Penalty: 4307.127441
	Iteration 45Q: 3 clusters Score -726327.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -726331.625000 Penalty: 4307.127441
	Iteration 46Q: 3 clusters Score -726331.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -726333.500000 Penalty: 4307.127441
	Iteration 47Q: 3 clusters Score -726333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -726334.250000 Penalty: 4307.127441
	Iteration 48Q: 3 clusters Score -726334.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -726337.687500 Penalty: 4307.127441
	Iteration 49Q: 3 clusters Score -726337.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -726341.312500 Penalty: 4307.127441
	Iteration 50Q: 3 clusters Score -726341.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -726344.437500 Penalty: 4307.127441
	Iteration 51Q: 3 clusters Score -726344.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -726349.437500 Penalty: 4307.127441
	Iteration 52Q: 3 clusters Score -726349.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -726350.687500 Penalty: 4307.127441
	Iteration 53Q: 3 clusters Score -726350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -726351.750000 Penalty: 4307.127441
	Iteration 54Q: 3 clusters Score -726351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -726352.937500 Penalty: 4307.127441
	Iteration 55Q: 3 clusters Score -726352.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -726354.187500 Penalty: 4307.127441
	Iteration 56Q: 3 clusters Score -726354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -726356.000000 Penalty: 4307.127441
	Iteration 57Q: 3 clusters Score -726356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -726357.687500 Penalty: 4307.127441
	Iteration 58Q: 3 clusters Score -726357.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -726356.500000 Penalty: 4307.127441
	Iteration 59Q: 3 clusters Score -726356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -726358.312500 Penalty: 4307.127441
	Iteration 60F: 3 clusters Score -726358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -726357.500000 Penalty: 4307.127441
	Iteration 61Q: 3 clusters Score -726357.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -726357.500000 Penalty: 4307.127441
	Iteration 62F: 3 clusters Score -726357.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -277317.125000 Penalty: 1925.545410
	Iteration 0F: 2 clusters Score -277317.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -274518.343750 Penalty: 3851.090820
	Iteration 0F: 3 clusters Score -274518.3 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -275164.875000 Penalty: 3851.090820
	Iteration 1F: 3 clusters Score -275164.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -275645.031250 Penalty: 3851.090820
	Iteration 2F: 3 clusters Score -275645 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -276412.093750 Penalty: 3851.090820
	Iteration 3F: 3 clusters Score -276412.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -277288.625000 Penalty: 3851.090820
	Iteration 4F: 3 clusters Score -277288.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -277764.750000 Penalty: 3851.090820
	Iteration 5F: 3 clusters Score -277764.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -277997.937500 Penalty: 3851.090820
	Iteration 6F: 3 clusters Score -277997.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -278148.500000 Penalty: 3851.090820
	Iteration 7Q: 3 clusters Score -278148.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -278287.343750 Penalty: 3851.090820
	Iteration 8Q: 3 clusters Score -278287.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -278404.375000 Penalty: 3851.090820
	Iteration 9Q: 3 clusters Score -278404.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -278500.062500 Penalty: 3851.090820
	Iteration 10Q: 3 clusters Score -278500.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -278568.718750 Penalty: 3851.090820
	Iteration 11Q: 3 clusters Score -278568.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -278588.093750 Penalty: 3851.090820
	Iteration 12Q: 3 clusters Score -278588.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -278600.812500 Penalty: 3851.090820
	Iteration 13Q: 3 clusters Score -278600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -278605.250000 Penalty: 3851.090820
	Iteration 14Q: 3 clusters Score -278605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -278607.968750 Penalty: 3851.090820
	Iteration 15Q: 3 clusters Score -278608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -278608.750000 Penalty: 3851.090820
	Iteration 16Q: 3 clusters Score -278608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -278609.062500 Penalty: 3851.090820
	Iteration 17Q: 3 clusters Score -278609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -278611.750000 Penalty: 3851.090820
	Iteration 18F: 3 clusters Score -278611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -278618.562500 Penalty: 3851.090820
	Iteration 19Q: 3 clusters Score -278618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -278619.343750 Penalty: 3851.090820
	Iteration 20F: 3 clusters Score -278619.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84258 members 
Mstep: Class 2 contains 31032 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 286069 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46584 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 106272 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14512 members 
Mstep: Class 11 contains 39230 members 
Mstep: Class 12 contains 134233 members 
Mstep: Class 13 contains 125417 members 
Mstep: Class 14 contains 5906 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 100628 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22659 members 
Mstep: Class 19 contains 67620 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 13630 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3862 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6601 members 
Mstep: Class 29 contains 4047 members 
Mstep: Class 30 contains 1463 members 
Entering Unmasked Estep 
Score: -157722928.000000 Penalty: 104539.820312
Splitting cluster 15 changes total score from -157723152.000000 to -157722928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (100628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100628 members 
Entering Unmasked Estep 
Score: -12687522.000000 Penalty: 2856.758057
	Iteration 0F: 2 clusters Score -1.268752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -12620121.000000 Penalty: 5713.516113
	Iteration 0F: 3 clusters Score -1.262012e+07 nChanged 47310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -12647119.000000 Penalty: 5713.516113
	Iteration 1F: 3 clusters Score -1.264712e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -12647808.000000 Penalty: 5713.516113
	Iteration 2Q: 3 clusters Score -1.264781e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -12648588.000000 Penalty: 5713.516113
	Iteration 3Q: 3 clusters Score -1.264859e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -12649688.000000 Penalty: 5713.516113
	Iteration 4Q: 3 clusters Score -1.264969e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -12651069.000000 Penalty: 5713.516113
	Iteration 5Q: 3 clusters Score -1.265107e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -12653123.000000 Penalty: 5713.516113
	Iteration 6Q: 3 clusters Score -1.265312e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -12655905.000000 Penalty: 5713.516113
	Iteration 7F: 3 clusters Score -1.26559e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -12659434.000000 Penalty: 5713.516113
	Iteration 8F: 3 clusters Score -1.265943e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -12663951.000000 Penalty: 5713.516113
	Iteration 9F: 3 clusters Score -1.266395e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -12668911.000000 Penalty: 5713.516113
	Iteration 10F: 3 clusters Score -1.266891e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -12673930.000000 Penalty: 5713.516113
	Iteration 11F: 3 clusters Score -1.267393e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -12678297.000000 Penalty: 5713.516113
	Iteration 12Q: 3 clusters Score -1.26783e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95123 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -12681484.000000 Penalty: 5713.516113
	Iteration 13Q: 3 clusters Score -1.268148e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97225 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -12683294.000000 Penalty: 5713.516113
	Iteration 14Q: 3 clusters Score -1.268329e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98340 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -12684370.000000 Penalty: 5713.516113
	Iteration 15Q: 3 clusters Score -1.268437e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98906 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -12684949.000000 Penalty: 5713.516113
	Iteration 16Q: 3 clusters Score -1.268495e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99166 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -12685274.000000 Penalty: 5713.516113
	Iteration 17Q: 3 clusters Score -1.268527e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12685509.000000 Penalty: 5713.516113
	Iteration 18Q: 3 clusters Score -1.268551e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99350 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -12685636.000000 Penalty: 5713.516113
	Iteration 19Q: 3 clusters Score -1.268564e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99365 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -12685699.000000 Penalty: 5713.516113
	Iteration 20F: 3 clusters Score -1.26857e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99381 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -12685741.000000 Penalty: 5713.516113
	Iteration 21Q: 3 clusters Score -1.268574e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -12685748.000000 Penalty: 5713.516113
	Iteration 22Q: 3 clusters Score -1.268575e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99415 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12685770.000000 Penalty: 5713.516113
	Iteration 23Q: 3 clusters Score -1.268577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99421 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -12685777.000000 Penalty: 5713.516113
	Iteration 24Q: 3 clusters Score -1.268578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99424 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -12685787.000000 Penalty: 5713.516113
	Iteration 25Q: 3 clusters Score -1.268579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -12685789.000000 Penalty: 5713.516113
	Iteration 26Q: 3 clusters Score -1.268579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99430 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -12685787.000000 Penalty: 5713.516113
	Iteration 27Q: 3 clusters Score -1.268579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12685806.000000 Penalty: 5713.516113
	Iteration 28Q: 3 clusters Score -1.268581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99436 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -12685821.000000 Penalty: 5713.516113
	Iteration 29Q: 3 clusters Score -1.268582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99432 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12685812.000000 Penalty: 5713.516113
	Iteration 30Q: 3 clusters Score -1.268581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99432 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12685817.000000 Penalty: 5713.516113
	Iteration 31Q: 3 clusters Score -1.268582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -12685823.000000 Penalty: 5713.516113
	Iteration 32Q: 3 clusters Score -1.268582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99434 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -12685820.000000 Penalty: 5713.516113
	Iteration 33Q: 3 clusters Score -1.268582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99434 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -12685823.000000 Penalty: 5713.516113
	Iteration 34Q: 3 clusters Score -1.268582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -12685820.000000 Penalty: 5713.516113
	Iteration 35Q: 3 clusters Score -1.268582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99432 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12685821.000000 Penalty: 5713.516113
	Iteration 36Q: 3 clusters Score -1.268582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99432 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12685821.000000 Penalty: 5713.516113
	Iteration 37F: 3 clusters Score -1.268582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -709394.437500 Penalty: 2140.546631
	Iteration 0F: 2 clusters Score -709394.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -704501.437500 Penalty: 4281.093262
	Iteration 0F: 3 clusters Score -704501.4 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -705677.500000 Penalty: 4281.093262
	Iteration 1F: 3 clusters Score -705677.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -705919.312500 Penalty: 4281.093262
	Iteration 2F: 3 clusters Score -705919.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -706066.750000 Penalty: 4281.093262
	Iteration 3F: 3 clusters Score -706066.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -706175.437500 Penalty: 4281.093262
	Iteration 4Q: 3 clusters Score -706175.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -706266.437500 Penalty: 4281.093262
	Iteration 5Q: 3 clusters Score -706266.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -706345.375000 Penalty: 4281.093262
	Iteration 6Q: 3 clusters Score -706345.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -706416.000000 Penalty: 4281.093262
	Iteration 7Q: 3 clusters Score -706416 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -706487.937500 Penalty: 4281.093262
	Iteration 8Q: 3 clusters Score -706487.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -706558.187500 Penalty: 4281.093262
	Iteration 9Q: 3 clusters Score -706558.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -706641.250000 Penalty: 4281.093262
	Iteration 10Q: 3 clusters Score -706641.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -706716.625000 Penalty: 4281.093262
	Iteration 11Q: 3 clusters Score -706716.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -706801.062500 Penalty: 4281.093262
	Iteration 12Q: 3 clusters Score -706801.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -706895.250000 Penalty: 4281.093262
	Iteration 13Q: 3 clusters Score -706895.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -706982.687500 Penalty: 4281.093262
	Iteration 14Q: 3 clusters Score -706982.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -707071.125000 Penalty: 4281.093262
	Iteration 15Q: 3 clusters Score -707071.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -707158.750000 Penalty: 4281.093262
	Iteration 16Q: 3 clusters Score -707158.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -707225.625000 Penalty: 4281.093262
	Iteration 17Q: 3 clusters Score -707225.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -707286.625000 Penalty: 4281.093262
	Iteration 18Q: 3 clusters Score -707286.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -707337.312500 Penalty: 4281.093262
	Iteration 19Q: 3 clusters Score -707337.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -707364.500000 Penalty: 4281.093262
	Iteration 20F: 3 clusters Score -707364.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -707384.875000 Penalty: 4281.093262
	Iteration 21Q: 3 clusters Score -707384.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -707399.937500 Penalty: 4281.093262
	Iteration 22Q: 3 clusters Score -707399.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -707418.937500 Penalty: 4281.093262
	Iteration 23Q: 3 clusters Score -707418.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -707435.687500 Penalty: 4281.093262
	Iteration 24Q: 3 clusters Score -707435.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -707448.562500 Penalty: 4281.093262
	Iteration 25Q: 3 clusters Score -707448.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -707465.000000 Penalty: 4281.093262
	Iteration 26Q: 3 clusters Score -707465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -707477.500000 Penalty: 4281.093262
	Iteration 27Q: 3 clusters Score -707477.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -707488.875000 Penalty: 4281.093262
	Iteration 28Q: 3 clusters Score -707488.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -707497.625000 Penalty: 4281.093262
	Iteration 29Q: 3 clusters Score -707497.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -707500.937500 Penalty: 4281.093262
	Iteration 30Q: 3 clusters Score -707500.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -707505.187500 Penalty: 4281.093262
	Iteration 31Q: 3 clusters Score -707505.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -707507.062500 Penalty: 4281.093262
	Iteration 32Q: 3 clusters Score -707507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -707512.312500 Penalty: 4281.093262
	Iteration 33Q: 3 clusters Score -707512.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -707513.500000 Penalty: 4281.093262
	Iteration 34Q: 3 clusters Score -707513.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -707514.500000 Penalty: 4281.093262
	Iteration 35Q: 3 clusters Score -707514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -707514.750000 Penalty: 4281.093262
	Iteration 36Q: 3 clusters Score -707514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -707514.625000 Penalty: 4281.093262
	Iteration 37Q: 3 clusters Score -707514.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -707514.500000 Penalty: 4281.093262
	Iteration 38Q: 3 clusters Score -707514.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -707514.500000 Penalty: 4281.093262
	Iteration 39F: 3 clusters Score -707514.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Entering Unmasked Estep 
Score: -2650095.500000 Penalty: 2487.021484
	Iteration 0F: 2 clusters Score -2650096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2634344.500000 Penalty: 4974.042969
	Iteration 0F: 3 clusters Score -2634344 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2639993.250000 Penalty: 4974.042969
	Iteration 1F: 3 clusters Score -2639993 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2640831.500000 Penalty: 4974.042969
	Iteration 2F: 3 clusters Score -2640832 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2641743.750000 Penalty: 4974.042969
	Iteration 3F: 3 clusters Score -2641744 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2642664.250000 Penalty: 4974.042969
	Iteration 4F: 3 clusters Score -2642664 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2643546.000000 Penalty: 4974.042969
	Iteration 5F: 3 clusters Score -2643546 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2644351.500000 Penalty: 4974.042969
	Iteration 6F: 3 clusters Score -2644352 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2645063.250000 Penalty: 4974.042969
	Iteration 7Q: 3 clusters Score -2645063 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2645607.000000 Penalty: 4974.042969
	Iteration 8Q: 3 clusters Score -2645607 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2646075.750000 Penalty: 4974.042969
	Iteration 9Q: 3 clusters Score -2646076 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2646506.750000 Penalty: 4974.042969
	Iteration 10Q: 3 clusters Score -2646507 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2646847.500000 Penalty: 4974.042969
	Iteration 11Q: 3 clusters Score -2646848 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2647115.500000 Penalty: 4974.042969
	Iteration 12Q: 3 clusters Score -2647116 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2647371.250000 Penalty: 4974.042969
	Iteration 13Q: 3 clusters Score -2647371 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2647627.000000 Penalty: 4974.042969
	Iteration 14Q: 3 clusters Score -2647627 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2647827.750000 Penalty: 4974.042969
	Iteration 15Q: 3 clusters Score -2647828 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2648028.000000 Penalty: 4974.042969
	Iteration 16Q: 3 clusters Score -2648028 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2648184.750000 Penalty: 4974.042969
	Iteration 17Q: 3 clusters Score -2648185 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2648309.500000 Penalty: 4974.042969
	Iteration 18Q: 3 clusters Score -2648310 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2648397.250000 Penalty: 4974.042969
	Iteration 19Q: 3 clusters Score -2648397 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2648470.000000 Penalty: 4974.042969
	Iteration 20F: 3 clusters Score -2648470 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2648525.500000 Penalty: 4974.042969
	Iteration 21Q: 3 clusters Score -2648526 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2648581.500000 Penalty: 4974.042969
	Iteration 22Q: 3 clusters Score -2648582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2648624.250000 Penalty: 4974.042969
	Iteration 23Q: 3 clusters Score -2648624 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2648672.250000 Penalty: 4974.042969
	Iteration 24Q: 3 clusters Score -2648672 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2648714.250000 Penalty: 4974.042969
	Iteration 25Q: 3 clusters Score -2648714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2648740.750000 Penalty: 4974.042969
	Iteration 26Q: 3 clusters Score -2648741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2648763.500000 Penalty: 4974.042969
	Iteration 27Q: 3 clusters Score -2648764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2648787.500000 Penalty: 4974.042969
	Iteration 28Q: 3 clusters Score -2648788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2648796.250000 Penalty: 4974.042969
	Iteration 29Q: 3 clusters Score -2648796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2648805.750000 Penalty: 4974.042969
	Iteration 30Q: 3 clusters Score -2648806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2648813.000000 Penalty: 4974.042969
	Iteration 31Q: 3 clusters Score -2648813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2648816.750000 Penalty: 4974.042969
	Iteration 32Q: 3 clusters Score -2648817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2648820.250000 Penalty: 4974.042969
	Iteration 33Q: 3 clusters Score -2648820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2648820.000000 Penalty: 4974.042969
	Iteration 34Q: 3 clusters Score -2648820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2648823.000000 Penalty: 4974.042969
	Iteration 35Q: 3 clusters Score -2648823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2648822.500000 Penalty: 4974.042969
	Iteration 36Q: 3 clusters Score -2648822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2648828.000000 Penalty: 4974.042969
	Iteration 37Q: 3 clusters Score -2648828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2648831.000000 Penalty: 4974.042969
	Iteration 38Q: 3 clusters Score -2648831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2648831.500000 Penalty: 4974.042969
	Iteration 39Q: 3 clusters Score -2648832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2648833.000000 Penalty: 4974.042969
	Iteration 40F: 3 clusters Score -2648833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2648834.000000 Penalty: 4974.042969
	Iteration 41Q: 3 clusters Score -2648834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2648837.500000 Penalty: 4974.042969
	Iteration 42Q: 3 clusters Score -2648838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2648839.750000 Penalty: 4974.042969
	Iteration 43Q: 3 clusters Score -2648840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2648838.750000 Penalty: 4974.042969
	Iteration 44Q: 3 clusters Score -2648839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2648842.250000 Penalty: 4974.042969
	Iteration 45Q: 3 clusters Score -2648842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2648844.000000 Penalty: 4974.042969
	Iteration 46Q: 3 clusters Score -2648844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2648841.500000 Penalty: 4974.042969
	Iteration 47Q: 3 clusters Score -2648842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2648845.750000 Penalty: 4974.042969
	Iteration 48Q: 3 clusters Score -2648846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2648844.500000 Penalty: 4974.042969
	Iteration 49Q: 3 clusters Score -2648844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2648845.500000 Penalty: 4974.042969
	Iteration 50Q: 3 clusters Score -2648846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2648845.500000 Penalty: 4974.042969
	Iteration 51F: 3 clusters Score -2648846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (67620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Entering Unmasked Estep 
Score: -8642353.000000 Penalty: 2758.171387
	Iteration 0F: 2 clusters Score -8642353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -8596929.000000 Penalty: 5516.342773
	Iteration 0F: 3 clusters Score -8596929 nChanged 31661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -8614630.000000 Penalty: 5516.342773
	Iteration 1F: 3 clusters Score -8614630 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -8615255.000000 Penalty: 5516.342773
	Iteration 2Q: 3 clusters Score -8615255 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -8615948.000000 Penalty: 5516.342773
	Iteration 3Q: 3 clusters Score -8615948 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -8616777.000000 Penalty: 5516.342773
	Iteration 4Q: 3 clusters Score -8616777 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -8617967.000000 Penalty: 5516.342773
	Iteration 5Q: 3 clusters Score -8617967 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -8619670.000000 Penalty: 5516.342773
	Iteration 6Q: 3 clusters Score -8619670 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -8622020.000000 Penalty: 5516.342773
	Iteration 7F: 3 clusters Score -8622020 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -8624589.000000 Penalty: 5516.342773
	Iteration 8F: 3 clusters Score -8624589 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -8627281.000000 Penalty: 5516.342773
	Iteration 9F: 3 clusters Score -8627281 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -8629938.000000 Penalty: 5516.342773
	Iteration 10F: 3 clusters Score -8629938 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -8632269.000000 Penalty: 5516.342773
	Iteration 11F: 3 clusters Score -8632269 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -8634153.000000 Penalty: 5516.342773
	Iteration 12Q: 3 clusters Score -8634153 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -8635691.000000 Penalty: 5516.342773
	Iteration 13Q: 3 clusters Score -8635691 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -8636926.000000 Penalty: 5516.342773
	Iteration 14Q: 3 clusters Score -8636926 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8637956.000000 Penalty: 5516.342773
	Iteration 15Q: 3 clusters Score -8637956 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8638577.000000 Penalty: 5516.342773
	Iteration 16Q: 3 clusters Score -8638577 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8639066.000000 Penalty: 5516.342773
	Iteration 17Q: 3 clusters Score -8639066 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8639360.000000 Penalty: 5516.342773
	Iteration 18Q: 3 clusters Score -8639360 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8639535.000000 Penalty: 5516.342773
	Iteration 19Q: 3 clusters Score -8639535 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8639673.000000 Penalty: 5516.342773
	Iteration 20F: 3 clusters Score -8639673 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8639782.000000 Penalty: 5516.342773
	Iteration 21Q: 3 clusters Score -8639782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66912 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8639838.000000 Penalty: 5516.342773
	Iteration 22Q: 3 clusters Score -8639838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8639906.000000 Penalty: 5516.342773
	Iteration 23Q: 3 clusters Score -8639906 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8639976.000000 Penalty: 5516.342773
	Iteration 24Q: 3 clusters Score -8639976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8639996.000000 Penalty: 5516.342773
	Iteration 25Q: 3 clusters Score -8639996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8640001.000000 Penalty: 5516.342773
	Iteration 26Q: 3 clusters Score -8640001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8640016.000000 Penalty: 5516.342773
	Iteration 27Q: 3 clusters Score -8640016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8640022.000000 Penalty: 5516.342773
	Iteration 28Q: 3 clusters Score -8640022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8640016.000000 Penalty: 5516.342773
	Iteration 29Q: 3 clusters Score -8640016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8640019.000000 Penalty: 5516.342773
	Iteration 30Q: 3 clusters Score -8640019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8640015.000000 Penalty: 5516.342773
	Iteration 31Q: 3 clusters Score -8640015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8640029.000000 Penalty: 5516.342773
	Iteration 32Q: 3 clusters Score -8640029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8640021.000000 Penalty: 5516.342773
	Iteration 33Q: 3 clusters Score -8640021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8640023.000000 Penalty: 5516.342773
	Iteration 34Q: 3 clusters Score -8640023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8640031.000000 Penalty: 5516.342773
	Iteration 35Q: 3 clusters Score -8640031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8640033.000000 Penalty: 5516.342773
	Iteration 36Q: 3 clusters Score -8640033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8640036.000000 Penalty: 5516.342773
	Iteration 37Q: 3 clusters Score -8640036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8640040.000000 Penalty: 5516.342773
	Iteration 38Q: 3 clusters Score -8640040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8640038.000000 Penalty: 5516.342773
	Iteration 39Q: 3 clusters Score -8640038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8640038.000000 Penalty: 5516.342773
	Iteration 40F: 3 clusters Score -8640038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8640042.000000 Penalty: 5516.342773
	Iteration 41Q: 3 clusters Score -8640042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8640042.000000 Penalty: 5516.342773
	Iteration 42Q: 3 clusters Score -8640042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8640048.000000 Penalty: 5516.342773
	Iteration 43Q: 3 clusters Score -8640048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8640053.000000 Penalty: 5516.342773
	Iteration 44Q: 3 clusters Score -8640053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8640053.000000 Penalty: 5516.342773
	Iteration 45F: 3 clusters Score -8640053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Entering Unmasked Estep 
Score: -2728959.250000 Penalty: 2473.284180
	Iteration 0F: 2 clusters Score -2728959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2713993.250000 Penalty: 4946.568359
	Iteration 0F: 3 clusters Score -2713993 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2719073.250000 Penalty: 4946.568359
	Iteration 1F: 3 clusters Score -2719073 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2719475.000000 Penalty: 4946.568359
	Iteration 2F: 3 clusters Score -2719475 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2719801.500000 Penalty: 4946.568359
	Iteration 3Q: 3 clusters Score -2719802 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2720110.250000 Penalty: 4946.568359
	Iteration 4Q: 3 clusters Score -2720110 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2720437.000000 Penalty: 4946.568359
	Iteration 5Q: 3 clusters Score -2720437 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2720830.500000 Penalty: 4946.568359
	Iteration 6Q: 3 clusters Score -2720830 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2721361.000000 Penalty: 4946.568359
	Iteration 7Q: 3 clusters Score -2721361 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2722162.250000 Penalty: 4946.568359
	Iteration 8F: 3 clusters Score -2722162 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2723168.500000 Penalty: 4946.568359
	Iteration 9F: 3 clusters Score -2723168 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2724383.500000 Penalty: 4946.568359
	Iteration 10F: 3 clusters Score -2724384 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2725468.250000 Penalty: 4946.568359
	Iteration 11F: 3 clusters Score -2725468 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2726223.750000 Penalty: 4946.568359
	Iteration 12Q: 3 clusters Score -2726224 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2726619.750000 Penalty: 4946.568359
	Iteration 13Q: 3 clusters Score -2726620 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2726857.500000 Penalty: 4946.568359
	Iteration 14Q: 3 clusters Score -2726858 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2727005.000000 Penalty: 4946.568359
	Iteration 15Q: 3 clusters Score -2727005 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2727079.250000 Penalty: 4946.568359
	Iteration 16Q: 3 clusters Score -2727079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2727124.250000 Penalty: 4946.568359
	Iteration 17Q: 3 clusters Score -2727124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2727143.250000 Penalty: 4946.568359
	Iteration 18Q: 3 clusters Score -2727143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2727173.500000 Penalty: 4946.568359
	Iteration 19Q: 3 clusters Score -2727174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2727186.000000 Penalty: 4946.568359
	Iteration 20F: 3 clusters Score -2727186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2727190.500000 Penalty: 4946.568359
	Iteration 21Q: 3 clusters Score -2727190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2727200.500000 Penalty: 4946.568359
	Iteration 22Q: 3 clusters Score -2727200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2727208.250000 Penalty: 4946.568359
	Iteration 23Q: 3 clusters Score -2727208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2727209.750000 Penalty: 4946.568359
	Iteration 24Q: 3 clusters Score -2727210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2727208.000000 Penalty: 4946.568359
	Iteration 25Q: 3 clusters Score -2727208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2727212.250000 Penalty: 4946.568359
	Iteration 26Q: 3 clusters Score -2727212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2727219.000000 Penalty: 4946.568359
	Iteration 27Q: 3 clusters Score -2727219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2727219.750000 Penalty: 4946.568359
	Iteration 28Q: 3 clusters Score -2727220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2727219.750000 Penalty: 4946.568359
	Iteration 29Q: 3 clusters Score -2727220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2727219.750000 Penalty: 4946.568359
	Iteration 30F: 3 clusters Score -2727220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Entering Unmasked Estep 
Score: -509181.062500 Penalty: 2063.592041
	Iteration 0F: 2 clusters Score -509181.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -505221.281250 Penalty: 4127.184082
	Iteration 0F: 3 clusters Score -505221.3 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -506121.187500 Penalty: 4127.184082
	Iteration 1F: 3 clusters Score -506121.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -506277.843750 Penalty: 4127.184082
	Iteration 2F: 3 clusters Score -506277.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -506368.062500 Penalty: 4127.184082
	Iteration 3Q: 3 clusters Score -506368.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -506428.156250 Penalty: 4127.184082
	Iteration 4Q: 3 clusters Score -506428.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -506472.875000 Penalty: 4127.184082
	Iteration 5Q: 3 clusters Score -506472.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -506523.093750 Penalty: 4127.184082
	Iteration 6Q: 3 clusters Score -506523.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -506557.843750 Penalty: 4127.184082
	Iteration 7Q: 3 clusters Score -506557.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -506581.593750 Penalty: 4127.184082
	Iteration 8Q: 3 clusters Score -506581.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -506594.687500 Penalty: 4127.184082
	Iteration 9Q: 3 clusters Score -506594.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -506605.062500 Penalty: 4127.184082
	Iteration 10Q: 3 clusters Score -506605.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -506613.343750 Penalty: 4127.184082
	Iteration 11Q: 3 clusters Score -506613.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -506620.000000 Penalty: 4127.184082
	Iteration 12Q: 3 clusters Score -506620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -506626.031250 Penalty: 4127.184082
	Iteration 13Q: 3 clusters Score -506626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -506630.468750 Penalty: 4127.184082
	Iteration 14Q: 3 clusters Score -506630.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -506636.156250 Penalty: 4127.184082
	Iteration 15Q: 3 clusters Score -506636.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -506642.156250 Penalty: 4127.184082
	Iteration 16Q: 3 clusters Score -506642.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -506652.031250 Penalty: 4127.184082
	Iteration 17Q: 3 clusters Score -506652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -506668.843750 Penalty: 4127.184082
	Iteration 18Q: 3 clusters Score -506668.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -506708.562500 Penalty: 4127.184082
	Iteration 19Q: 3 clusters Score -506708.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -506743.875000 Penalty: 4127.184082
	Iteration 20F: 3 clusters Score -506743.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -506773.062500 Penalty: 4127.184082
	Iteration 21Q: 3 clusters Score -506773.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -506798.593750 Penalty: 4127.184082
	Iteration 22Q: 3 clusters Score -506798.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -506841.062500 Penalty: 4127.184082
	Iteration 23Q: 3 clusters Score -506841.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -506889.375000 Penalty: 4127.184082
	Iteration 24Q: 3 clusters Score -506889.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -506937.906250 Penalty: 4127.184082
	Iteration 25Q: 3 clusters Score -506937.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -506974.031250 Penalty: 4127.184082
	Iteration 26Q: 3 clusters Score -506974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -507000.406250 Penalty: 4127.184082
	Iteration 27Q: 3 clusters Score -507000.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -507026.187500 Penalty: 4127.184082
	Iteration 28Q: 3 clusters Score -507026.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -507051.906250 Penalty: 4127.184082
	Iteration 29Q: 3 clusters Score -507051.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -507071.187500 Penalty: 4127.184082
	Iteration 30Q: 3 clusters Score -507071.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -507086.843750 Penalty: 4127.184082
	Iteration 31Q: 3 clusters Score -507086.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -507103.281250 Penalty: 4127.184082
	Iteration 32Q: 3 clusters Score -507103.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -507120.968750 Penalty: 4127.184082
	Iteration 33Q: 3 clusters Score -507121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -507136.406250 Penalty: 4127.184082
	Iteration 34Q: 3 clusters Score -507136.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -507149.062500 Penalty: 4127.184082
	Iteration 35Q: 3 clusters Score -507149.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -507156.718750 Penalty: 4127.184082
	Iteration 36Q: 3 clusters Score -507156.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -507162.718750 Penalty: 4127.184082
	Iteration 37Q: 3 clusters Score -507162.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -507164.937500 Penalty: 4127.184082
	Iteration 38Q: 3 clusters Score -507164.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -507167.375000 Penalty: 4127.184082
	Iteration 39Q: 3 clusters Score -507167.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -507167.218750 Penalty: 4127.184082
	Iteration 40F: 3 clusters Score -507167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -507167.687500 Penalty: 4127.184082
	Iteration 41Q: 3 clusters Score -507167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -507167.812500 Penalty: 4127.184082
	Iteration 42Q: 3 clusters Score -507167.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -507169.343750 Penalty: 4127.184082
	Iteration 43Q: 3 clusters Score -507169.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -507170.750000 Penalty: 4127.184082
	Iteration 44Q: 3 clusters Score -507170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -507171.468750 Penalty: 4127.184082
	Iteration 45Q: 3 clusters Score -507171.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -507173.468750 Penalty: 4127.184082
	Iteration 46Q: 3 clusters Score -507173.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -507174.968750 Penalty: 4127.184082
	Iteration 47Q: 3 clusters Score -507175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -507177.718750 Penalty: 4127.184082
	Iteration 48Q: 3 clusters Score -507177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -507180.375000 Penalty: 4127.184082
	Iteration 49Q: 3 clusters Score -507180.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -507180.312500 Penalty: 4127.184082
	Iteration 50Q: 3 clusters Score -507180.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -507180.312500 Penalty: 4127.184082
	Iteration 51F: 3 clusters Score -507180.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Entering Unmasked Estep 
Score: -879941.812500 Penalty: 2206.658936
	Iteration 0F: 2 clusters Score -879941.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -873968.875000 Penalty: 4413.317871
	Iteration 0F: 3 clusters Score -873968.9 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -875554.312500 Penalty: 4413.317871
	Iteration 1F: 3 clusters Score -875554.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -875974.125000 Penalty: 4413.317871
	Iteration 2F: 3 clusters Score -875974.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -876401.687500 Penalty: 4413.317871
	Iteration 3F: 3 clusters Score -876401.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -876803.937500 Penalty: 4413.317871
	Iteration 4F: 3 clusters Score -876803.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -877158.750000 Penalty: 4413.317871
	Iteration 5F: 3 clusters Score -877158.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -877500.937500 Penalty: 4413.317871
	Iteration 6F: 3 clusters Score -877500.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -877833.562500 Penalty: 4413.317871
	Iteration 7F: 3 clusters Score -877833.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -878133.312500 Penalty: 4413.317871
	Iteration 8Q: 3 clusters Score -878133.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -878365.125000 Penalty: 4413.317871
	Iteration 9Q: 3 clusters Score -878365.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -878539.750000 Penalty: 4413.317871
	Iteration 10Q: 3 clusters Score -878539.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -878662.312500 Penalty: 4413.317871
	Iteration 11Q: 3 clusters Score -878662.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -878749.687500 Penalty: 4413.317871
	Iteration 12Q: 3 clusters Score -878749.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -878824.125000 Penalty: 4413.317871
	Iteration 13Q: 3 clusters Score -878824.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -878884.312500 Penalty: 4413.317871
	Iteration 14Q: 3 clusters Score -878884.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -878923.437500 Penalty: 4413.317871
	Iteration 15Q: 3 clusters Score -878923.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -878948.250000 Penalty: 4413.317871
	Iteration 16Q: 3 clusters Score -878948.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -878965.312500 Penalty: 4413.317871
	Iteration 17Q: 3 clusters Score -878965.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -878975.000000 Penalty: 4413.317871
	Iteration 18Q: 3 clusters Score -878975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -878986.437500 Penalty: 4413.317871
	Iteration 19Q: 3 clusters Score -878986.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -878994.625000 Penalty: 4413.317871
	Iteration 20F: 3 clusters Score -878994.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -879001.625000 Penalty: 4413.317871
	Iteration 21Q: 3 clusters Score -879001.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -879001.125000 Penalty: 4413.317871
	Iteration 22Q: 3 clusters Score -879001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -879004.125000 Penalty: 4413.317871
	Iteration 23Q: 3 clusters Score -879004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -879005.687500 Penalty: 4413.317871
	Iteration 24Q: 3 clusters Score -879005.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -879005.687500 Penalty: 4413.317871
	Iteration 25F: 3 clusters Score -879005.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Entering Unmasked Estep 
Score: -1638647.375000 Penalty: 2360.967041
	Iteration 0F: 2 clusters Score -1638647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1628635.875000 Penalty: 4721.934082
	Iteration 0F: 3 clusters Score -1628636 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1631949.750000 Penalty: 4721.934082
	Iteration 1F: 3 clusters Score -1631950 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1632513.250000 Penalty: 4721.934082
	Iteration 2F: 3 clusters Score -1632513 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1633064.375000 Penalty: 4721.934082
	Iteration 3F: 3 clusters Score -1633064 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1633569.250000 Penalty: 4721.934082
	Iteration 4F: 3 clusters Score -1633569 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1634026.875000 Penalty: 4721.934082
	Iteration 5F: 3 clusters Score -1634027 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1634409.000000 Penalty: 4721.934082
	Iteration 6Q: 3 clusters Score -1634409 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1634716.125000 Penalty: 4721.934082
	Iteration 7Q: 3 clusters Score -1634716 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1635013.000000 Penalty: 4721.934082
	Iteration 8Q: 3 clusters Score -1635013 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1635296.750000 Penalty: 4721.934082
	Iteration 9Q: 3 clusters Score -1635297 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1635537.125000 Penalty: 4721.934082
	Iteration 10Q: 3 clusters Score -1635537 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1635719.375000 Penalty: 4721.934082
	Iteration 11Q: 3 clusters Score -1635719 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1635872.750000 Penalty: 4721.934082
	Iteration 12Q: 3 clusters Score -1635873 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1635993.750000 Penalty: 4721.934082
	Iteration 13Q: 3 clusters Score -1635994 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1636090.125000 Penalty: 4721.934082
	Iteration 14Q: 3 clusters Score -1636090 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1636188.500000 Penalty: 4721.934082
	Iteration 15Q: 3 clusters Score -1636188 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1636272.375000 Penalty: 4721.934082
	Iteration 16Q: 3 clusters Score -1636272 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1636337.750000 Penalty: 4721.934082
	Iteration 17Q: 3 clusters Score -1636338 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1636402.125000 Penalty: 4721.934082
	Iteration 18Q: 3 clusters Score -1636402 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1636458.625000 Penalty: 4721.934082
	Iteration 19Q: 3 clusters Score -1636459 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1636513.875000 Penalty: 4721.934082
	Iteration 20F: 3 clusters Score -1636514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1636548.625000 Penalty: 4721.934082
	Iteration 21Q: 3 clusters Score -1636549 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1636581.750000 Penalty: 4721.934082
	Iteration 22Q: 3 clusters Score -1636582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1636604.250000 Penalty: 4721.934082
	Iteration 23Q: 3 clusters Score -1636604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1636623.500000 Penalty: 4721.934082
	Iteration 24Q: 3 clusters Score -1636624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1636650.500000 Penalty: 4721.934082
	Iteration 25Q: 3 clusters Score -1636650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1636669.250000 Penalty: 4721.934082
	Iteration 26Q: 3 clusters Score -1636669 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1636695.750000 Penalty: 4721.934082
	Iteration 27Q: 3 clusters Score -1636696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1636717.500000 Penalty: 4721.934082
	Iteration 28Q: 3 clusters Score -1636718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1636735.250000 Penalty: 4721.934082
	Iteration 29Q: 3 clusters Score -1636735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1636747.000000 Penalty: 4721.934082
	Iteration 30Q: 3 clusters Score -1636747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1636751.625000 Penalty: 4721.934082
	Iteration 31Q: 3 clusters Score -1636752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1636760.625000 Penalty: 4721.934082
	Iteration 32Q: 3 clusters Score -1636761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1636766.250000 Penalty: 4721.934082
	Iteration 33Q: 3 clusters Score -1636766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1636775.250000 Penalty: 4721.934082
	Iteration 34Q: 3 clusters Score -1636775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1636774.750000 Penalty: 4721.934082
	Iteration 35Q: 3 clusters Score -1636775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1636777.250000 Penalty: 4721.934082
	Iteration 36Q: 3 clusters Score -1636777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1636779.125000 Penalty: 4721.934082
	Iteration 37Q: 3 clusters Score -1636779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1636786.375000 Penalty: 4721.934082
	Iteration 38Q: 3 clusters Score -1636786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1636793.375000 Penalty: 4721.934082
	Iteration 39Q: 3 clusters Score -1636793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1636795.500000 Penalty: 4721.934082
	Iteration 40F: 3 clusters Score -1636796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1636798.000000 Penalty: 4721.934082
	Iteration 41Q: 3 clusters Score -1636798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1636806.875000 Penalty: 4721.934082
	Iteration 42Q: 3 clusters Score -1636807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1636814.875000 Penalty: 4721.934082
	Iteration 43Q: 3 clusters Score -1636815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1636817.625000 Penalty: 4721.934082
	Iteration 44Q: 3 clusters Score -1636818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1636816.500000 Penalty: 4721.934082
	Iteration 45Q: 3 clusters Score -1636816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1636818.375000 Penalty: 4721.934082
	Iteration 46Q: 3 clusters Score -1636818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1636816.750000 Penalty: 4721.934082
	Iteration 47Q: 3 clusters Score -1636817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1636816.500000 Penalty: 4721.934082
	Iteration 48Q: 3 clusters Score -1636816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1636818.500000 Penalty: 4721.934082
	Iteration 49Q: 3 clusters Score -1636818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1636818.875000 Penalty: 4721.934082
	Iteration 50Q: 3 clusters Score -1636819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1636818.875000 Penalty: 4721.934082
	Iteration 51Q: 3 clusters Score -1636819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1636821.625000 Penalty: 4721.934082
	Iteration 52Q: 3 clusters Score -1636822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1636825.125000 Penalty: 4721.934082
	Iteration 53Q: 3 clusters Score -1636825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1636828.625000 Penalty: 4721.934082
	Iteration 54Q: 3 clusters Score -1636829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1636833.500000 Penalty: 4721.934082
	Iteration 55Q: 3 clusters Score -1636834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1636833.750000 Penalty: 4721.934082
	Iteration 56Q: 3 clusters Score -1636834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1636838.500000 Penalty: 4721.934082
	Iteration 57Q: 3 clusters Score -1636838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1636842.000000 Penalty: 4721.934082
	Iteration 58Q: 3 clusters Score -1636842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1636842.000000 Penalty: 4721.934082
	Iteration 59Q: 3 clusters Score -1636842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1636845.250000 Penalty: 4721.934082
	Iteration 60F: 3 clusters Score -1636845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1636849.875000 Penalty: 4721.934082
	Iteration 61Q: 3 clusters Score -1636850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1636857.375000 Penalty: 4721.934082
	Iteration 62Q: 3 clusters Score -1636857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1636866.000000 Penalty: 4721.934082
	Iteration 63Q: 3 clusters Score -1636866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1636868.625000 Penalty: 4721.934082
	Iteration 64Q: 3 clusters Score -1636869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1636866.625000 Penalty: 4721.934082
	Iteration 65Q: 3 clusters Score -1636867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1636866.250000 Penalty: 4721.934082
	Iteration 66Q: 3 clusters Score -1636866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1636868.250000 Penalty: 4721.934082
	Iteration 67Q: 3 clusters Score -1636868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1636871.375000 Penalty: 4721.934082
	Iteration 68Q: 3 clusters Score -1636871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1636870.750000 Penalty: 4721.934082
	Iteration 69Q: 3 clusters Score -1636871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1636870.875000 Penalty: 4721.934082
	Iteration 70Q: 3 clusters Score -1636871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1636873.250000 Penalty: 4721.934082
	Iteration 71Q: 3 clusters Score -1636873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1636874.625000 Penalty: 4721.934082
	Iteration 72Q: 3 clusters Score -1636875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1636874.375000 Penalty: 4721.934082
	Iteration 73Q: 3 clusters Score -1636874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1636874.375000 Penalty: 4721.934082
	Iteration 74F: 3 clusters Score -1636874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Entering Unmasked Estep 
Score: -1665148.000000 Penalty: 2363.807373
	Iteration 0F: 2 clusters Score -1665148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1655094.375000 Penalty: 4727.614746
	Iteration 0F: 3 clusters Score -1655094 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1658184.125000 Penalty: 4727.614746
	Iteration 1F: 3 clusters Score -1658184 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1658617.500000 Penalty: 4727.614746
	Iteration 2F: 3 clusters Score -1658618 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1659025.875000 Penalty: 4727.614746
	Iteration 3F: 3 clusters Score -1659026 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1659354.625000 Penalty: 4727.614746
	Iteration 4Q: 3 clusters Score -1659355 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1659710.000000 Penalty: 4727.614746
	Iteration 5Q: 3 clusters Score -1659710 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1660102.125000 Penalty: 4727.614746
	Iteration 6Q: 3 clusters Score -1660102 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1660495.000000 Penalty: 4727.614746
	Iteration 7Q: 3 clusters Score -1660495 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1660871.625000 Penalty: 4727.614746
	Iteration 8Q: 3 clusters Score -1660872 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1661224.625000 Penalty: 4727.614746
	Iteration 9Q: 3 clusters Score -1661225 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1661619.250000 Penalty: 4727.614746
	Iteration 10Q: 3 clusters Score -1661619 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1661993.625000 Penalty: 4727.614746
	Iteration 11Q: 3 clusters Score -1661994 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1662324.750000 Penalty: 4727.614746
	Iteration 12Q: 3 clusters Score -1662325 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1662547.875000 Penalty: 4727.614746
	Iteration 13Q: 3 clusters Score -1662548 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1662705.875000 Penalty: 4727.614746
	Iteration 14Q: 3 clusters Score -1662706 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1662813.250000 Penalty: 4727.614746
	Iteration 15Q: 3 clusters Score -1662813 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1662881.875000 Penalty: 4727.614746
	Iteration 16Q: 3 clusters Score -1662882 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1662923.875000 Penalty: 4727.614746
	Iteration 17Q: 3 clusters Score -1662924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1662956.000000 Penalty: 4727.614746
	Iteration 18Q: 3 clusters Score -1662956 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1662976.125000 Penalty: 4727.614746
	Iteration 19Q: 3 clusters Score -1662976 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1662993.500000 Penalty: 4727.614746
	Iteration 20F: 3 clusters Score -1662994 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1663004.875000 Penalty: 4727.614746
	Iteration 21Q: 3 clusters Score -1663005 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1663020.375000 Penalty: 4727.614746
	Iteration 22Q: 3 clusters Score -1663020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1663026.875000 Penalty: 4727.614746
	Iteration 23Q: 3 clusters Score -1663027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1663037.375000 Penalty: 4727.614746
	Iteration 24Q: 3 clusters Score -1663037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1663043.000000 Penalty: 4727.614746
	Iteration 25Q: 3 clusters Score -1663043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1663052.500000 Penalty: 4727.614746
	Iteration 26Q: 3 clusters Score -1663052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1663057.500000 Penalty: 4727.614746
	Iteration 27Q: 3 clusters Score -1663058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1663064.125000 Penalty: 4727.614746
	Iteration 28Q: 3 clusters Score -1663064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1663072.375000 Penalty: 4727.614746
	Iteration 29Q: 3 clusters Score -1663072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1663082.875000 Penalty: 4727.614746
	Iteration 30Q: 3 clusters Score -1663083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1663083.125000 Penalty: 4727.614746
	Iteration 31Q: 3 clusters Score -1663083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1663088.750000 Penalty: 4727.614746
	Iteration 32Q: 3 clusters Score -1663089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1663091.750000 Penalty: 4727.614746
	Iteration 33Q: 3 clusters Score -1663092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1663094.125000 Penalty: 4727.614746
	Iteration 34Q: 3 clusters Score -1663094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1663099.875000 Penalty: 4727.614746
	Iteration 35Q: 3 clusters Score -1663100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1663105.250000 Penalty: 4727.614746
	Iteration 36Q: 3 clusters Score -1663105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1663108.750000 Penalty: 4727.614746
	Iteration 37Q: 3 clusters Score -1663109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1663110.875000 Penalty: 4727.614746
	Iteration 38Q: 3 clusters Score -1663111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1663107.750000 Penalty: 4727.614746
	Iteration 39Q: 3 clusters Score -1663108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1663109.625000 Penalty: 4727.614746
	Iteration 40F: 3 clusters Score -1663110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1663116.500000 Penalty: 4727.614746
	Iteration 41Q: 3 clusters Score -1663116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1663113.125000 Penalty: 4727.614746
	Iteration 42Q: 3 clusters Score -1663113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1663114.875000 Penalty: 4727.614746
	Iteration 43Q: 3 clusters Score -1663115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1663118.000000 Penalty: 4727.614746
	Iteration 44Q: 3 clusters Score -1663118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1663117.125000 Penalty: 4727.614746
	Iteration 45Q: 3 clusters Score -1663117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1663121.000000 Penalty: 4727.614746
	Iteration 46Q: 3 clusters Score -1663121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1663122.875000 Penalty: 4727.614746
	Iteration 47Q: 3 clusters Score -1663123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1663124.125000 Penalty: 4727.614746
	Iteration 48Q: 3 clusters Score -1663124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1663124.125000 Penalty: 4727.614746
	Iteration 49Q: 3 clusters Score -1663124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1663124.125000 Penalty: 4727.614746
	Iteration 50Q: 3 clusters Score -1663124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1663128.500000 Penalty: 4727.614746
	Iteration 51Q: 3 clusters Score -1663128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1663126.875000 Penalty: 4727.614746
	Iteration 52Q: 3 clusters Score -1663127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1663129.375000 Penalty: 4727.614746
	Iteration 53Q: 3 clusters Score -1663129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1663128.375000 Penalty: 4727.614746
	Iteration 54Q: 3 clusters Score -1663128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1663128.625000 Penalty: 4727.614746
	Iteration 55Q: 3 clusters Score -1663129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1663132.125000 Penalty: 4727.614746
	Iteration 56Q: 3 clusters Score -1663132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1663133.375000 Penalty: 4727.614746
	Iteration 57Q: 3 clusters Score -1663133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1663132.250000 Penalty: 4727.614746
	Iteration 58Q: 3 clusters Score -1663132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1663130.750000 Penalty: 4727.614746
	Iteration 59Q: 3 clusters Score -1663131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1663129.000000 Penalty: 4727.614746
	Iteration 60F: 3 clusters Score -1663129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1663132.125000 Penalty: 4727.614746
	Iteration 61Q: 3 clusters Score -1663132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1663131.250000 Penalty: 4727.614746
	Iteration 62Q: 3 clusters Score -1663131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1663128.750000 Penalty: 4727.614746
	Iteration 63Q: 3 clusters Score -1663129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1663128.750000 Penalty: 4727.614746
	Iteration 64F: 3 clusters Score -1663129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71874.750000 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71874.75 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 337 members 
Entering Unmasked Estep 
Score: -70322.437500 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70322.44 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70658.242188 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70658.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70953.617188 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -70953.62 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71201.984375 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -71201.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71454.484375 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -71454.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71657.242188 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -71657.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71737.148438 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -71737.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71822.382812 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -71822.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71837.531250 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -71837.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71840.515625 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -71840.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71841.835938 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -71841.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71844.289062 Penalty: 3232.031738
	Iteration 11F: 3 clusters Score -71844.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71847.367188 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -71847.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71849.664062 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -71849.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71853.632812 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -71853.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71853.632812 Penalty: 3232.031738
	Iteration 15F: 3 clusters Score -71853.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -419918.062500 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -419918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -416230.625000 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -416230.6 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -417293.406250 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -417293.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -417655.593750 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -417655.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -417918.125000 Penalty: 4096.434570
	Iteration 3F: 3 clusters Score -417918.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -418071.062500 Penalty: 4096.434570
	Iteration 4Q: 3 clusters Score -418071.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -418153.500000 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -418153.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -418209.656250 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -418209.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -418252.843750 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -418252.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -418289.750000 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -418289.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -418314.687500 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -418314.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -418330.406250 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -418330.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -418345.156250 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -418345.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -418360.125000 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -418360.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -418373.750000 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -418373.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -418381.156250 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -418381.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -418385.500000 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -418385.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -418389.781250 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -418389.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -418394.687500 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -418394.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -418395.437500 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -418395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -418396.406250 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -418396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -418397.000000 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -418397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Entering Unmasked Estep 
Score: -2024718.375000 Penalty: 2403.315674
	Iteration 0F: 2 clusters Score -2024718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2013138.625000 Penalty: 4806.631348
	Iteration 0F: 3 clusters Score -2013139 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2016883.625000 Penalty: 4806.631348
	Iteration 1F: 3 clusters Score -2016884 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2017347.875000 Penalty: 4806.631348
	Iteration 2F: 3 clusters Score -2017348 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2017758.500000 Penalty: 4806.631348
	Iteration 3F: 3 clusters Score -2017758 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2018165.750000 Penalty: 4806.631348
	Iteration 4F: 3 clusters Score -2018166 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2018622.000000 Penalty: 4806.631348
	Iteration 5F: 3 clusters Score -2018622 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2019190.875000 Penalty: 4806.631348
	Iteration 6F: 3 clusters Score -2019191 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2019911.750000 Penalty: 4806.631348
	Iteration 7F: 3 clusters Score -2019912 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2020638.375000 Penalty: 4806.631348
	Iteration 8F: 3 clusters Score -2020638 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2021271.500000 Penalty: 4806.631348
	Iteration 9Q: 3 clusters Score -2021272 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2021760.375000 Penalty: 4806.631348
	Iteration 10Q: 3 clusters Score -2021760 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2022083.750000 Penalty: 4806.631348
	Iteration 11Q: 3 clusters Score -2022084 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2022296.000000 Penalty: 4806.631348
	Iteration 12Q: 3 clusters Score -2022296 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2022418.375000 Penalty: 4806.631348
	Iteration 13Q: 3 clusters Score -2022418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2022508.750000 Penalty: 4806.631348
	Iteration 14Q: 3 clusters Score -2022509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2022560.000000 Penalty: 4806.631348
	Iteration 15Q: 3 clusters Score -2022560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2022586.375000 Penalty: 4806.631348
	Iteration 16Q: 3 clusters Score -2022586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2022613.375000 Penalty: 4806.631348
	Iteration 17Q: 3 clusters Score -2022613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2022644.875000 Penalty: 4806.631348
	Iteration 18Q: 3 clusters Score -2022645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2022650.875000 Penalty: 4806.631348
	Iteration 19Q: 3 clusters Score -2022651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2022662.000000 Penalty: 4806.631348
	Iteration 20F: 3 clusters Score -2022662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2022670.750000 Penalty: 4806.631348
	Iteration 21Q: 3 clusters Score -2022671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2022680.125000 Penalty: 4806.631348
	Iteration 22Q: 3 clusters Score -2022680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2022683.750000 Penalty: 4806.631348
	Iteration 23Q: 3 clusters Score -2022684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2022683.750000 Penalty: 4806.631348
	Iteration 24F: 3 clusters Score -2022684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Entering Unmasked Estep 
Score: -805391.625000 Penalty: 2181.154053
	Iteration 0F: 2 clusters Score -805391.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -799948.750000 Penalty: 4362.308105
	Iteration 0F: 3 clusters Score -799948.8 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -801280.062500 Penalty: 4362.308105
	Iteration 1F: 3 clusters Score -801280.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -801564.125000 Penalty: 4362.308105
	Iteration 2F: 3 clusters Score -801564.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -801874.937500 Penalty: 4362.308105
	Iteration 3F: 3 clusters Score -801874.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -802149.312500 Penalty: 4362.308105
	Iteration 4F: 3 clusters Score -802149.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -802352.250000 Penalty: 4362.308105
	Iteration 5Q: 3 clusters Score -802352.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -802539.250000 Penalty: 4362.308105
	Iteration 6Q: 3 clusters Score -802539.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -802752.312500 Penalty: 4362.308105
	Iteration 7Q: 3 clusters Score -802752.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -802978.812500 Penalty: 4362.308105
	Iteration 8Q: 3 clusters Score -802978.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -803212.687500 Penalty: 4362.308105
	Iteration 9Q: 3 clusters Score -803212.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -803471.875000 Penalty: 4362.308105
	Iteration 10F: 3 clusters Score -803471.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -803728.750000 Penalty: 4362.308105
	Iteration 11Q: 3 clusters Score -803728.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -803955.062500 Penalty: 4362.308105
	Iteration 12Q: 3 clusters Score -803955.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -804116.062500 Penalty: 4362.308105
	Iteration 13Q: 3 clusters Score -804116.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -804218.187500 Penalty: 4362.308105
	Iteration 14Q: 3 clusters Score -804218.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -804276.187500 Penalty: 4362.308105
	Iteration 15Q: 3 clusters Score -804276.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -804318.437500 Penalty: 4362.308105
	Iteration 16Q: 3 clusters Score -804318.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -804344.000000 Penalty: 4362.308105
	Iteration 17Q: 3 clusters Score -804344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -804360.687500 Penalty: 4362.308105
	Iteration 18Q: 3 clusters Score -804360.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -804377.250000 Penalty: 4362.308105
	Iteration 19Q: 3 clusters Score -804377.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -804392.437500 Penalty: 4362.308105
	Iteration 20F: 3 clusters Score -804392.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -804405.187500 Penalty: 4362.308105
	Iteration 21Q: 3 clusters Score -804405.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -804417.812500 Penalty: 4362.308105
	Iteration 22Q: 3 clusters Score -804417.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -804432.000000 Penalty: 4362.308105
	Iteration 23Q: 3 clusters Score -804432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -804439.375000 Penalty: 4362.308105
	Iteration 24Q: 3 clusters Score -804439.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -804447.875000 Penalty: 4362.308105
	Iteration 25Q: 3 clusters Score -804447.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -804450.187500 Penalty: 4362.308105
	Iteration 26Q: 3 clusters Score -804450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -804451.812500 Penalty: 4362.308105
	Iteration 27Q: 3 clusters Score -804451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -804457.062500 Penalty: 4362.308105
	Iteration 28Q: 3 clusters Score -804457.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -804458.937500 Penalty: 4362.308105
	Iteration 29Q: 3 clusters Score -804458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -804459.062500 Penalty: 4362.308105
	Iteration 30Q: 3 clusters Score -804459.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -804459.062500 Penalty: 4362.308105
	Iteration 31F: 3 clusters Score -804459.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -460616.718750 Penalty: 2059.821289
	Iteration 0F: 2 clusters Score -460616.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -456750.906250 Penalty: 4119.642578
	Iteration 0F: 3 clusters Score -456750.9 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -457741.687500 Penalty: 4119.642578
	Iteration 1F: 3 clusters Score -457741.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -458002.593750 Penalty: 4119.642578
	Iteration 2F: 3 clusters Score -458002.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -458197.375000 Penalty: 4119.642578
	Iteration 3F: 3 clusters Score -458197.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -458367.406250 Penalty: 4119.642578
	Iteration 4Q: 3 clusters Score -458367.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -458508.500000 Penalty: 4119.642578
	Iteration 5Q: 3 clusters Score -458508.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -458642.531250 Penalty: 4119.642578
	Iteration 6Q: 3 clusters Score -458642.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -458741.000000 Penalty: 4119.642578
	Iteration 7Q: 3 clusters Score -458741 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -458821.093750 Penalty: 4119.642578
	Iteration 8Q: 3 clusters Score -458821.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -458902.187500 Penalty: 4119.642578
	Iteration 9Q: 3 clusters Score -458902.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -458961.250000 Penalty: 4119.642578
	Iteration 10Q: 3 clusters Score -458961.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -459016.968750 Penalty: 4119.642578
	Iteration 11Q: 3 clusters Score -459017 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -459060.218750 Penalty: 4119.642578
	Iteration 12Q: 3 clusters Score -459060.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -459096.343750 Penalty: 4119.642578
	Iteration 13Q: 3 clusters Score -459096.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -459132.593750 Penalty: 4119.642578
	Iteration 14Q: 3 clusters Score -459132.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -459170.062500 Penalty: 4119.642578
	Iteration 15Q: 3 clusters Score -459170.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -459198.687500 Penalty: 4119.642578
	Iteration 16Q: 3 clusters Score -459198.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -459219.000000 Penalty: 4119.642578
	Iteration 17Q: 3 clusters Score -459219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -459234.375000 Penalty: 4119.642578
	Iteration 18Q: 3 clusters Score -459234.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -459249.437500 Penalty: 4119.642578
	Iteration 19Q: 3 clusters Score -459249.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -459264.031250 Penalty: 4119.642578
	Iteration 20F: 3 clusters Score -459264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -459276.125000 Penalty: 4119.642578
	Iteration 21Q: 3 clusters Score -459276.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -459284.437500 Penalty: 4119.642578
	Iteration 22Q: 3 clusters Score -459284.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -459292.281250 Penalty: 4119.642578
	Iteration 23Q: 3 clusters Score -459292.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -459298.687500 Penalty: 4119.642578
	Iteration 24Q: 3 clusters Score -459298.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -459306.218750 Penalty: 4119.642578
	Iteration 25Q: 3 clusters Score -459306.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -459312.968750 Penalty: 4119.642578
	Iteration 26Q: 3 clusters Score -459313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -459319.437500 Penalty: 4119.642578
	Iteration 27Q: 3 clusters Score -459319.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -459321.500000 Penalty: 4119.642578
	Iteration 28Q: 3 clusters Score -459321.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -459326.000000 Penalty: 4119.642578
	Iteration 29Q: 3 clusters Score -459326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -459330.250000 Penalty: 4119.642578
	Iteration 30Q: 3 clusters Score -459330.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -459331.937500 Penalty: 4119.642578
	Iteration 31Q: 3 clusters Score -459331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -459334.531250 Penalty: 4119.642578
	Iteration 32Q: 3 clusters Score -459334.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -459336.281250 Penalty: 4119.642578
	Iteration 33Q: 3 clusters Score -459336.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -459337.906250 Penalty: 4119.642578
	Iteration 34Q: 3 clusters Score -459337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -459339.906250 Penalty: 4119.642578
	Iteration 35Q: 3 clusters Score -459339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -459345.625000 Penalty: 4119.642578
	Iteration 36Q: 3 clusters Score -459345.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -459351.125000 Penalty: 4119.642578
	Iteration 37Q: 3 clusters Score -459351.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -459354.625000 Penalty: 4119.642578
	Iteration 38Q: 3 clusters Score -459354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -459356.562500 Penalty: 4119.642578
	Iteration 39Q: 3 clusters Score -459356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -459359.031250 Penalty: 4119.642578
	Iteration 40F: 3 clusters Score -459359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -459362.437500 Penalty: 4119.642578
	Iteration 41Q: 3 clusters Score -459362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -459364.937500 Penalty: 4119.642578
	Iteration 42Q: 3 clusters Score -459364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -459366.031250 Penalty: 4119.642578
	Iteration 43Q: 3 clusters Score -459366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -459367.531250 Penalty: 4119.642578
	Iteration 44Q: 3 clusters Score -459367.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -459367.531250 Penalty: 4119.642578
	Iteration 45F: 3 clusters Score -459367.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84258 members 
Mstep: Class 2 contains 31032 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 286069 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46584 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 106272 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14512 members 
Mstep: Class 11 contains 39230 members 
Mstep: Class 12 contains 134233 members 
Mstep: Class 13 contains 125417 members 
Mstep: Class 14 contains 5906 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100628 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22659 members 
Mstep: Class 19 contains 67620 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 13630 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3862 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6601 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723088.000000 Penalty: 101055.156250
Iteration 199Q: 30 clusters Score -1.577231e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 31033 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 4 contains 286073 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46585 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 106270 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14499 members 
Mstep: Class 11 contains 39230 members 
Mstep: Class 12 contains 134228 members 
Mstep: Class 13 contains 125417 members 
Mstep: Class 14 contains 5908 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100630 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22661 members 
Mstep: Class 19 contains 67619 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7319 members 
Mstep: Class 23 contains 13638 members 
Mstep: Class 24 contains 13785 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6602 members 
Mstep: Class 29 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723136.000000 Penalty: 101055.156250
Iteration 200F: 30 clusters Score -1.577231e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 31033 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 4 contains 286076 members 
Mstep: Class 5 contains 43178 members 
Mstep: Class 6 contains 46579 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 106271 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14485 members 
Mstep: Class 11 contains 39228 members 
Mstep: Class 12 contains 134226 members 
Mstep: Class 13 contains 125419 members 
Mstep: Class 14 contains 5913 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100631 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22662 members 
Mstep: Class 19 contains 67617 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 13645 members 
Mstep: Class 24 contains 13781 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3865 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6603 members 
Mstep: Class 29 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723024.000000 Penalty: 101055.156250
Iteration 201Q: 30 clusters Score -1.57723e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 31033 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 4 contains 286079 members 
Mstep: Class 5 contains 43179 members 
Mstep: Class 6 contains 46578 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 106268 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14472 members 
Mstep: Class 11 contains 39225 members 
Mstep: Class 12 contains 134224 members 
Mstep: Class 13 contains 125417 members 
Mstep: Class 14 contains 5915 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100634 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22667 members 
Mstep: Class 19 contains 67617 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 13650 members 
Mstep: Class 24 contains 13780 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722992.000000 Penalty: 101055.156250
Iteration 202Q: 30 clusters Score -1.57723e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 31033 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 4 contains 286083 members 
Mstep: Class 5 contains 43180 members 
Mstep: Class 6 contains 46575 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106269 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14466 members 
Mstep: Class 11 contains 39226 members 
Mstep: Class 12 contains 134222 members 
Mstep: Class 13 contains 125416 members 
Mstep: Class 14 contains 5916 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100636 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22667 members 
Mstep: Class 19 contains 67617 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7330 members 
Mstep: Class 23 contains 13656 members 
Mstep: Class 24 contains 13776 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6605 members 
Mstep: Class 29 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723040.000000 Penalty: 101055.156250
Iteration 203Q: 30 clusters Score -1.57723e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84250 members 
Mstep: Class 2 contains 31033 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 4 contains 286090 members 
Mstep: Class 5 contains 43180 members 
Mstep: Class 6 contains 46577 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106267 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14458 members 
Mstep: Class 11 contains 39220 members 
Mstep: Class 12 contains 134219 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5917 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100639 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22672 members 
Mstep: Class 19 contains 67617 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7332 members 
Mstep: Class 23 contains 13661 members 
Mstep: Class 24 contains 13772 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6605 members 
Mstep: Class 29 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722992.000000 Penalty: 101055.156250
Iteration 204Q: 30 clusters Score -1.57723e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 31032 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 4 contains 286092 members 
Mstep: Class 5 contains 43180 members 
Mstep: Class 6 contains 46579 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 106267 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14453 members 
Mstep: Class 11 contains 39219 members 
Mstep: Class 12 contains 134221 members 
Mstep: Class 13 contains 125413 members 
Mstep: Class 14 contains 5916 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100638 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22680 members 
Mstep: Class 19 contains 67617 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7335 members 
Mstep: Class 23 contains 13666 members 
Mstep: Class 24 contains 13767 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6605 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723072.000000 Penalty: 101055.156250
Iteration 205Q: 30 clusters Score -1.577231e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 4 contains 286096 members 
Mstep: Class 5 contains 43180 members 
Mstep: Class 6 contains 46582 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106266 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14449 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134217 members 
Mstep: Class 13 contains 125411 members 
Mstep: Class 14 contains 5921 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100635 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22682 members 
Mstep: Class 19 contains 67617 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7337 members 
Mstep: Class 23 contains 13668 members 
Mstep: Class 24 contains 13764 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6605 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723104.000000 Penalty: 101055.156250
Iteration 206Q: 30 clusters Score -1.577231e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 31030 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 4 contains 286096 members 
Mstep: Class 5 contains 43179 members 
Mstep: Class 6 contains 46577 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106267 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14442 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134215 members 
Mstep: Class 13 contains 125412 members 
Mstep: Class 14 contains 5926 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100638 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22685 members 
Mstep: Class 19 contains 67618 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7336 members 
Mstep: Class 23 contains 13672 members 
Mstep: Class 24 contains 13763 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723152.000000 Penalty: 101055.156250
Iteration 207Q: 30 clusters Score -1.577232e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 31030 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 4 contains 286097 members 
Mstep: Class 5 contains 43179 members 
Mstep: Class 6 contains 46574 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106268 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14437 members 
Mstep: Class 11 contains 39216 members 
Mstep: Class 12 contains 134214 members 
Mstep: Class 13 contains 125413 members 
Mstep: Class 14 contains 5930 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100637 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22690 members 
Mstep: Class 19 contains 67618 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7337 members 
Mstep: Class 23 contains 13676 members 
Mstep: Class 24 contains 13759 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723152.000000 Penalty: 101055.156250
Iteration 208Q: 30 clusters Score -1.577232e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 31030 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 4 contains 286098 members 
Mstep: Class 5 contains 43179 members 
Mstep: Class 6 contains 46571 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106268 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14433 members 
Mstep: Class 11 contains 39216 members 
Mstep: Class 12 contains 134213 members 
Mstep: Class 13 contains 125413 members 
Mstep: Class 14 contains 5936 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100642 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22691 members 
Mstep: Class 19 contains 67619 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7337 members 
Mstep: Class 23 contains 13676 members 
Mstep: Class 24 contains 13753 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723040.000000 Penalty: 101055.156250
Iteration 209Q: 30 clusters Score -1.57723e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 4 contains 286097 members 
Mstep: Class 5 contains 43179 members 
Mstep: Class 6 contains 46569 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 106269 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14433 members 
Mstep: Class 11 contains 39216 members 
Mstep: Class 12 contains 134214 members 
Mstep: Class 13 contains 125413 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100643 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22694 members 
Mstep: Class 19 contains 67619 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7337 members 
Mstep: Class 23 contains 13674 members 
Mstep: Class 24 contains 13750 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723072.000000 Penalty: 101055.156250
Iteration 210Q: 30 clusters Score -1.577231e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54794 members 
Mstep: Class 4 contains 286099 members 
Mstep: Class 5 contains 43179 members 
Mstep: Class 6 contains 46568 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 106270 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 39216 members 
Mstep: Class 12 contains 134213 members 
Mstep: Class 13 contains 125410 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100644 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22696 members 
Mstep: Class 19 contains 67620 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7337 members 
Mstep: Class 23 contains 13673 members 
Mstep: Class 24 contains 13747 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723088.000000 Penalty: 101055.156250
Iteration 211Q: 30 clusters Score -1.577231e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54794 members 
Mstep: Class 4 contains 286101 members 
Mstep: Class 5 contains 43179 members 
Mstep: Class 6 contains 46567 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 106270 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 39216 members 
Mstep: Class 12 contains 134213 members 
Mstep: Class 13 contains 125409 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100644 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22700 members 
Mstep: Class 19 contains 67618 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7337 members 
Mstep: Class 23 contains 13673 members 
Mstep: Class 24 contains 13745 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723088.000000 Penalty: 101055.156250
Iteration 212Q: 30 clusters Score -1.577231e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54794 members 
Mstep: Class 4 contains 286100 members 
Mstep: Class 5 contains 43179 members 
Mstep: Class 6 contains 46567 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 106270 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 39216 members 
Mstep: Class 12 contains 134212 members 
Mstep: Class 13 contains 125408 members 
Mstep: Class 14 contains 5944 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100644 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22703 members 
Mstep: Class 19 contains 67617 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7337 members 
Mstep: Class 23 contains 13673 members 
Mstep: Class 24 contains 13744 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723104.000000 Penalty: 101055.156250
Iteration 213Q: 30 clusters Score -1.577231e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54794 members 
Mstep: Class 4 contains 286099 members 
Mstep: Class 5 contains 43179 members 
Mstep: Class 6 contains 46568 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 106270 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 39216 members 
Mstep: Class 12 contains 134211 members 
Mstep: Class 13 contains 125407 members 
Mstep: Class 14 contains 5946 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100644 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22704 members 
Mstep: Class 19 contains 67617 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7337 members 
Mstep: Class 23 contains 13673 members 
Mstep: Class 24 contains 13743 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723088.000000 Penalty: 101055.156250
Iteration 214Q: 30 clusters Score -1.577231e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54794 members 
Mstep: Class 4 contains 286101 members 
Mstep: Class 5 contains 43179 members 
Mstep: Class 6 contains 46567 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 106270 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 39216 members 
Mstep: Class 12 contains 134209 members 
Mstep: Class 13 contains 125407 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100644 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22705 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7338 members 
Mstep: Class 23 contains 13673 members 
Mstep: Class 24 contains 13741 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 16172 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723136.000000 Penalty: 101055.156250
Iteration 215Q: 30 clusters Score -1.577231e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54794 members 
Mstep: Class 4 contains 286102 members 
Mstep: Class 5 contains 43178 members 
Mstep: Class 6 contains 46567 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 106271 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 39216 members 
Mstep: Class 12 contains 134207 members 
Mstep: Class 13 contains 125408 members 
Mstep: Class 14 contains 5944 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100644 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22707 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 13673 members 
Mstep: Class 24 contains 13738 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 16172 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723088.000000 Penalty: 101055.156250
Iteration 216Q: 30 clusters Score -1.577231e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54794 members 
Mstep: Class 4 contains 286101 members 
Mstep: Class 5 contains 43178 members 
Mstep: Class 6 contains 46566 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 106271 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 39216 members 
Mstep: Class 12 contains 134207 members 
Mstep: Class 13 contains 125410 members 
Mstep: Class 14 contains 5946 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100644 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22707 members 
Mstep: Class 19 contains 67617 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 13673 members 
Mstep: Class 24 contains 13734 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 16172 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723120.000000 Penalty: 101055.156250
Iteration 217Q: 30 clusters Score -1.577231e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54794 members 
Mstep: Class 4 contains 286102 members 
Mstep: Class 5 contains 43177 members 
Mstep: Class 6 contains 46565 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106271 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134206 members 
Mstep: Class 13 contains 125412 members 
Mstep: Class 14 contains 5947 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100644 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22708 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 13673 members 
Mstep: Class 24 contains 13730 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 16172 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723152.000000 Penalty: 101055.156250
Iteration 218Q: 30 clusters Score -1.577232e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54794 members 
Mstep: Class 4 contains 286104 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 46562 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 106271 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134204 members 
Mstep: Class 13 contains 125413 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100644 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22710 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 13674 members 
Mstep: Class 24 contains 13731 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6603 members 
Mstep: Class 29 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723152.000000 Penalty: 101055.156250
Iteration 219Q: 30 clusters Score -1.577232e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286104 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 46562 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 106269 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14430 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134203 members 
Mstep: Class 13 contains 125412 members 
Mstep: Class 14 contains 5954 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100642 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22709 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4111 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 13678 members 
Mstep: Class 24 contains 13730 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6603 members 
Mstep: Class 29 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723088.000000 Penalty: 101055.156250
Iteration 220F: 30 clusters Score -1.577231e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286101 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 46561 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 106267 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14427 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134203 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100642 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22710 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4113 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 13681 members 
Mstep: Class 24 contains 13728 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6603 members 
Mstep: Class 29 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723024.000000 Penalty: 101055.156250
Iteration 221Q: 30 clusters Score -1.57723e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286102 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46559 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 106267 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14427 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134202 members 
Mstep: Class 13 contains 125416 members 
Mstep: Class 14 contains 5959 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100641 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22713 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7339 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 13726 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6603 members 
Mstep: Class 29 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723088.000000 Penalty: 101055.156250
Iteration 222Q: 30 clusters Score -1.577231e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286102 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46556 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 106266 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14427 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134202 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100641 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22714 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 13684 members 
Mstep: Class 24 contains 13725 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6603 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723184.000000 Penalty: 101055.156250
Iteration 223Q: 30 clusters Score -1.577232e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286103 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46557 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 106266 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14426 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100637 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22714 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7341 members 
Mstep: Class 23 contains 13689 members 
Mstep: Class 24 contains 13724 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6603 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723168.000000 Penalty: 101055.156250
Iteration 224Q: 30 clusters Score -1.577232e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286103 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46559 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 106265 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14420 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 125416 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100638 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22714 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7341 members 
Mstep: Class 23 contains 13695 members 
Mstep: Class 24 contains 13724 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6603 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723264.000000 Penalty: 101055.156250
Iteration 225Q: 30 clusters Score -1.577233e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286103 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46558 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 106266 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14413 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 125416 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100639 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22716 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7341 members 
Mstep: Class 23 contains 13699 members 
Mstep: Class 24 contains 13724 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6603 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723184.000000 Penalty: 101055.156250
Iteration 226Q: 30 clusters Score -1.577232e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286105 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46557 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106264 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14413 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100634 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22719 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7344 members 
Mstep: Class 23 contains 13699 members 
Mstep: Class 24 contains 13724 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3874 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6603 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723152.000000 Penalty: 101055.156250
Iteration 227Q: 30 clusters Score -1.577232e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286108 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46557 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106264 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14409 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100633 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22719 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21435 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7344 members 
Mstep: Class 23 contains 13704 members 
Mstep: Class 24 contains 13724 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3874 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6603 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723216.000000 Penalty: 101055.156250
Iteration 228Q: 30 clusters Score -1.577232e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286108 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46557 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106264 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14409 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134200 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100626 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22720 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7344 members 
Mstep: Class 23 contains 13710 members 
Mstep: Class 24 contains 13724 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3875 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6602 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723232.000000 Penalty: 101055.156250
Iteration 229Q: 30 clusters Score -1.577232e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286107 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46557 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106264 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14407 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134200 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100625 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22721 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7345 members 
Mstep: Class 23 contains 13712 members 
Mstep: Class 24 contains 13724 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3875 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6601 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723168.000000 Penalty: 101055.156250
Iteration 230Q: 30 clusters Score -1.577232e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286105 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46557 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106262 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14406 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 134200 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100624 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22722 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7345 members 
Mstep: Class 23 contains 13713 members 
Mstep: Class 24 contains 13724 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3877 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6601 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723152.000000 Penalty: 101055.156250
Iteration 231Q: 30 clusters Score -1.577232e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286106 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46555 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106262 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14399 members 
Mstep: Class 11 contains 39218 members 
Mstep: Class 12 contains 134200 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5960 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100627 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22723 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7346 members 
Mstep: Class 23 contains 13716 members 
Mstep: Class 24 contains 13725 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6599 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723184.000000 Penalty: 101055.156250
Iteration 232Q: 30 clusters Score -1.577232e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286106 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46556 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106262 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14390 members 
Mstep: Class 11 contains 39219 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100627 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22725 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7345 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 13725 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723200.000000 Penalty: 101055.156250
Iteration 233Q: 30 clusters Score -1.577232e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31030 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286106 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46556 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 106261 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14389 members 
Mstep: Class 11 contains 39220 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100623 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22723 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7346 members 
Mstep: Class 23 contains 13729 members 
Mstep: Class 24 contains 13725 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3880 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723200.000000 Penalty: 101055.156250
Iteration 234Q: 30 clusters Score -1.577232e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286109 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46556 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 106261 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14387 members 
Mstep: Class 11 contains 39216 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100620 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22724 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7348 members 
Mstep: Class 23 contains 13733 members 
Mstep: Class 24 contains 13725 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723152.000000 Penalty: 101055.156250
Iteration 235Q: 30 clusters Score -1.577232e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286111 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46555 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106261 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14386 members 
Mstep: Class 11 contains 39213 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100619 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22724 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7352 members 
Mstep: Class 23 contains 13732 members 
Mstep: Class 24 contains 13725 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723248.000000 Penalty: 101055.156250
Iteration 236Q: 30 clusters Score -1.577232e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286113 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46555 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106261 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14385 members 
Mstep: Class 11 contains 39212 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 125414 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100621 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22724 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7353 members 
Mstep: Class 23 contains 13730 members 
Mstep: Class 24 contains 13724 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723264.000000 Penalty: 101055.156250
Iteration 237Q: 30 clusters Score -1.577233e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286113 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46555 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106261 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14388 members 
Mstep: Class 11 contains 39212 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100620 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22724 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7353 members 
Mstep: Class 23 contains 13728 members 
Mstep: Class 24 contains 13723 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723264.000000 Penalty: 101055.156250
Iteration 238Q: 30 clusters Score -1.577233e+08 nChanged 7
Entering ConstructFrom: 
Score: -157723264.000000 Penalty: 101055.156250
Entering ConstructFrom: 
Trying to split cluster 1 (84235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Entering Unmasked Estep 
Score: -10872018.000000 Penalty: 2812.658691
	Iteration 0F: 2 clusters Score -1.087202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -10815731.000000 Penalty: 5625.317383
	Iteration 0F: 3 clusters Score -1.081573e+07 nChanged 39750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -10838327.000000 Penalty: 5625.317383
	Iteration 1F: 3 clusters Score -1.083833e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -10838959.000000 Penalty: 5625.317383
	Iteration 2Q: 3 clusters Score -1.083896e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -10839744.000000 Penalty: 5625.317383
	Iteration 3Q: 3 clusters Score -1.083974e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -10840833.000000 Penalty: 5625.317383
	Iteration 4Q: 3 clusters Score -1.084083e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -10842684.000000 Penalty: 5625.317383
	Iteration 5Q: 3 clusters Score -1.084268e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -10845607.000000 Penalty: 5625.317383
	Iteration 6F: 3 clusters Score -1.084561e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -10850233.000000 Penalty: 5625.317383
	Iteration 7F: 3 clusters Score -1.085023e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -10856211.000000 Penalty: 5625.317383
	Iteration 8F: 3 clusters Score -1.085621e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75687 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -10862018.000000 Penalty: 5625.317383
	Iteration 9F: 3 clusters Score -1.086202e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79829 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -10865899.000000 Penalty: 5625.317383
	Iteration 10Q: 3 clusters Score -1.08659e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -10867852.000000 Penalty: 5625.317383
	Iteration 11Q: 3 clusters Score -1.086785e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -10868750.000000 Penalty: 5625.317383
	Iteration 12Q: 3 clusters Score -1.086875e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10869073.000000 Penalty: 5625.317383
	Iteration 13Q: 3 clusters Score -1.086907e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -10869218.000000 Penalty: 5625.317383
	Iteration 14Q: 3 clusters Score -1.086922e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10869311.000000 Penalty: 5625.317383
	Iteration 15Q: 3 clusters Score -1.086931e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10869362.000000 Penalty: 5625.317383
	Iteration 16Q: 3 clusters Score -1.086936e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83809 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10869402.000000 Penalty: 5625.317383
	Iteration 17Q: 3 clusters Score -1.08694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10869418.000000 Penalty: 5625.317383
	Iteration 18Q: 3 clusters Score -1.086942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10869434.000000 Penalty: 5625.317383
	Iteration 19Q: 3 clusters Score -1.086943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83831 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10869449.000000 Penalty: 5625.317383
	Iteration 20F: 3 clusters Score -1.086945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10869439.000000 Penalty: 5625.317383
	Iteration 21Q: 3 clusters Score -1.086944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10869451.000000 Penalty: 5625.317383
	Iteration 22Q: 3 clusters Score -1.086945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10869470.000000 Penalty: 5625.317383
	Iteration 23Q: 3 clusters Score -1.086947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10869470.000000 Penalty: 5625.317383
	Iteration 24Q: 3 clusters Score -1.086947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10869475.000000 Penalty: 5625.317383
	Iteration 25Q: 3 clusters Score -1.086948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10869489.000000 Penalty: 5625.317383
	Iteration 26Q: 3 clusters Score -1.086949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10869496.000000 Penalty: 5625.317383
	Iteration 27Q: 3 clusters Score -1.08695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10869498.000000 Penalty: 5625.317383
	Iteration 28Q: 3 clusters Score -1.08695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10869510.000000 Penalty: 5625.317383
	Iteration 29Q: 3 clusters Score -1.086951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10869506.000000 Penalty: 5625.317383
	Iteration 30Q: 3 clusters Score -1.086951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10869519.000000 Penalty: 5625.317383
	Iteration 31Q: 3 clusters Score -1.086952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10869509.000000 Penalty: 5625.317383
	Iteration 32Q: 3 clusters Score -1.086951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10869509.000000 Penalty: 5625.317383
	Iteration 33Q: 3 clusters Score -1.086951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10869509.000000 Penalty: 5625.317383
	Iteration 34F: 3 clusters Score -1.086951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Entering Unmasked Estep 
Score: -3910200.000000 Penalty: 2565.000000
	Iteration 0F: 2 clusters Score -3910200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3888924.000000 Penalty: 5130.000000
	Iteration 0F: 3 clusters Score -3888924 nChanged 14029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3897132.750000 Penalty: 5130.000000
	Iteration 1F: 3 clusters Score -3897133 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3898240.250000 Penalty: 5130.000000
	Iteration 2F: 3 clusters Score -3898240 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -3899484.750000 Penalty: 5130.000000
	Iteration 3F: 3 clusters Score -3899485 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3900811.750000 Penalty: 5130.000000
	Iteration 4F: 3 clusters Score -3900812 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3902315.000000 Penalty: 5130.000000
	Iteration 5F: 3 clusters Score -3902315 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3903825.750000 Penalty: 5130.000000
	Iteration 6F: 3 clusters Score -3903826 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -3905152.250000 Penalty: 5130.000000
	Iteration 7F: 3 clusters Score -3905152 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3906253.000000 Penalty: 5130.000000
	Iteration 8Q: 3 clusters Score -3906253 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -3907020.250000 Penalty: 5130.000000
	Iteration 9Q: 3 clusters Score -3907020 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3907572.000000 Penalty: 5130.000000
	Iteration 10Q: 3 clusters Score -3907572 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3907992.000000 Penalty: 5130.000000
	Iteration 11Q: 3 clusters Score -3907992 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3908378.750000 Penalty: 5130.000000
	Iteration 12Q: 3 clusters Score -3908379 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3908653.750000 Penalty: 5130.000000
	Iteration 13Q: 3 clusters Score -3908654 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -3908883.250000 Penalty: 5130.000000
	Iteration 14Q: 3 clusters Score -3908883 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -3909062.500000 Penalty: 5130.000000
	Iteration 15Q: 3 clusters Score -3909062 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -3909222.500000 Penalty: 5130.000000
	Iteration 16Q: 3 clusters Score -3909222 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3909360.500000 Penalty: 5130.000000
	Iteration 17Q: 3 clusters Score -3909360 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3909438.000000 Penalty: 5130.000000
	Iteration 18Q: 3 clusters Score -3909438 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -3909516.750000 Penalty: 5130.000000
	Iteration 19Q: 3 clusters Score -3909517 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -3909559.750000 Penalty: 5130.000000
	Iteration 20F: 3 clusters Score -3909560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -3909591.000000 Penalty: 5130.000000
	Iteration 21Q: 3 clusters Score -3909591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -3909606.750000 Penalty: 5130.000000
	Iteration 22Q: 3 clusters Score -3909607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3909617.750000 Penalty: 5130.000000
	Iteration 23Q: 3 clusters Score -3909618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3909634.750000 Penalty: 5130.000000
	Iteration 24Q: 3 clusters Score -3909635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -3909642.250000 Penalty: 5130.000000
	Iteration 25Q: 3 clusters Score -3909642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -3909648.500000 Penalty: 5130.000000
	Iteration 26Q: 3 clusters Score -3909648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3909655.250000 Penalty: 5130.000000
	Iteration 27Q: 3 clusters Score -3909655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3909660.750000 Penalty: 5130.000000
	Iteration 28Q: 3 clusters Score -3909661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -3909657.250000 Penalty: 5130.000000
	Iteration 29Q: 3 clusters Score -3909657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3909666.000000 Penalty: 5130.000000
	Iteration 30Q: 3 clusters Score -3909666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3909671.500000 Penalty: 5130.000000
	Iteration 31Q: 3 clusters Score -3909672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -3909671.250000 Penalty: 5130.000000
	Iteration 32Q: 3 clusters Score -3909671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -3909671.500000 Penalty: 5130.000000
	Iteration 33Q: 3 clusters Score -3909672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -3909672.750000 Penalty: 5130.000000
	Iteration 34Q: 3 clusters Score -3909673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3909672.000000 Penalty: 5130.000000
	Iteration 35Q: 3 clusters Score -3909672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3909673.250000 Penalty: 5130.000000
	Iteration 36Q: 3 clusters Score -3909673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3909673.250000 Penalty: 5130.000000
	Iteration 37F: 3 clusters Score -3909673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Entering Unmasked Estep 
Score: -7130363.000000 Penalty: 2706.015869
	Iteration 0F: 2 clusters Score -7130363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -7093534.000000 Penalty: 5412.031738
	Iteration 0F: 3 clusters Score -7093534 nChanged 25423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -7107620.500000 Penalty: 5412.031738
	Iteration 1F: 3 clusters Score -7107620 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -7108174.000000 Penalty: 5412.031738
	Iteration 2Q: 3 clusters Score -7108174 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -7108815.000000 Penalty: 5412.031738
	Iteration 3Q: 3 clusters Score -7108815 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -7109645.500000 Penalty: 5412.031738
	Iteration 4Q: 3 clusters Score -7109646 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -7110722.500000 Penalty: 5412.031738
	Iteration 5Q: 3 clusters Score -7110722 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -7112093.000000 Penalty: 5412.031738
	Iteration 6Q: 3 clusters Score -7112093 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -7113746.000000 Penalty: 5412.031738
	Iteration 7Q: 3 clusters Score -7113746 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -7115585.500000 Penalty: 5412.031738
	Iteration 8F: 3 clusters Score -7115586 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -7117756.000000 Penalty: 5412.031738
	Iteration 9F: 3 clusters Score -7117756 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -7119788.000000 Penalty: 5412.031738
	Iteration 10F: 3 clusters Score -7119788 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -7121808.000000 Penalty: 5412.031738
	Iteration 11F: 3 clusters Score -7121808 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -7123511.500000 Penalty: 5412.031738
	Iteration 12Q: 3 clusters Score -7123512 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -7124964.500000 Penalty: 5412.031738
	Iteration 13Q: 3 clusters Score -7124964 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -7125959.000000 Penalty: 5412.031738
	Iteration 14Q: 3 clusters Score -7125959 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -7126672.500000 Penalty: 5412.031738
	Iteration 15Q: 3 clusters Score -7126672 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -7127110.000000 Penalty: 5412.031738
	Iteration 16Q: 3 clusters Score -7127110 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -7127383.000000 Penalty: 5412.031738
	Iteration 17Q: 3 clusters Score -7127383 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -7127582.500000 Penalty: 5412.031738
	Iteration 18Q: 3 clusters Score -7127582 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -7127674.500000 Penalty: 5412.031738
	Iteration 19Q: 3 clusters Score -7127674 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -7127759.500000 Penalty: 5412.031738
	Iteration 20F: 3 clusters Score -7127760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -7127831.500000 Penalty: 5412.031738
	Iteration 21Q: 3 clusters Score -7127832 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -7127878.500000 Penalty: 5412.031738
	Iteration 22Q: 3 clusters Score -7127878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -7127927.000000 Penalty: 5412.031738
	Iteration 23Q: 3 clusters Score -7127927 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -7127956.000000 Penalty: 5412.031738
	Iteration 24Q: 3 clusters Score -7127956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -7127978.500000 Penalty: 5412.031738
	Iteration 25Q: 3 clusters Score -7127978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -7127985.500000 Penalty: 5412.031738
	Iteration 26Q: 3 clusters Score -7127986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -7127999.000000 Penalty: 5412.031738
	Iteration 27Q: 3 clusters Score -7127999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 54105 members 
Entering Unmasked Estep 
Score: -7128005.500000 Penalty: 5412.031738
	Iteration 28Q: 3 clusters Score -7128006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -7128015.000000 Penalty: 5412.031738
	Iteration 29Q: 3 clusters Score -7128015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -7128018.000000 Penalty: 5412.031738
	Iteration 30Q: 3 clusters Score -7128018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -7128022.000000 Penalty: 5412.031738
	Iteration 31Q: 3 clusters Score -7128022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -7128033.000000 Penalty: 5412.031738
	Iteration 32Q: 3 clusters Score -7128033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -7128032.000000 Penalty: 5412.031738
	Iteration 33Q: 3 clusters Score -7128032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -7128036.000000 Penalty: 5412.031738
	Iteration 34Q: 3 clusters Score -7128036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -7128047.000000 Penalty: 5412.031738
	Iteration 35Q: 3 clusters Score -7128047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -7128048.500000 Penalty: 5412.031738
	Iteration 36Q: 3 clusters Score -7128048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -7128050.000000 Penalty: 5412.031738
	Iteration 37Q: 3 clusters Score -7128050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -7128054.000000 Penalty: 5412.031738
	Iteration 38Q: 3 clusters Score -7128054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -7128053.500000 Penalty: 5412.031738
	Iteration 39Q: 3 clusters Score -7128054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -7128057.500000 Penalty: 5412.031738
	Iteration 40F: 3 clusters Score -7128058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -7128056.500000 Penalty: 5412.031738
	Iteration 41Q: 3 clusters Score -7128056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -7128055.500000 Penalty: 5412.031738
	Iteration 42Q: 3 clusters Score -7128056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -7128055.000000 Penalty: 5412.031738
	Iteration 43Q: 3 clusters Score -7128055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -7128055.000000 Penalty: 5412.031738
	Iteration 44F: 3 clusters Score -7128055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (286113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286113 members 
Entering Unmasked Estep 
Score: -36905160.000000 Penalty: 3115.907227
	Iteration 0F: 2 clusters Score -3.690516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142586 members 
Mstep: Class 2 contains 143527 members 
Entering Unmasked Estep 
Score: -36732164.000000 Penalty: 6231.814453
	Iteration 0F: 3 clusters Score -3.673216e+07 nChanged 138056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135672 members 
Mstep: Class 2 contains 150441 members 
Entering Unmasked Estep 
Score: -36813576.000000 Penalty: 6231.814453
	Iteration 1F: 3 clusters Score -3.681358e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131241 members 
Mstep: Class 2 contains 154872 members 
Entering Unmasked Estep 
Score: -36815628.000000 Penalty: 6231.814453
	Iteration 2Q: 3 clusters Score -3.681563e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124183 members 
Mstep: Class 2 contains 161930 members 
Entering Unmasked Estep 
Score: -36818520.000000 Penalty: 6231.814453
	Iteration 3Q: 3 clusters Score -3.681852e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113480 members 
Mstep: Class 2 contains 172633 members 
Entering Unmasked Estep 
Score: -36823568.000000 Penalty: 6231.814453
	Iteration 4Q: 3 clusters Score -3.682357e+07 nChanged 16518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97976 members 
Mstep: Class 2 contains 188137 members 
Entering Unmasked Estep 
Score: -36831880.000000 Penalty: 6231.814453
	Iteration 5F: 3 clusters Score -3.683188e+07 nChanged 21075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 208618 members 
Entering Unmasked Estep 
Score: -36845936.000000 Penalty: 6231.814453
	Iteration 6F: 3 clusters Score -3.684594e+07 nChanged 23548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 231858 members 
Entering Unmasked Estep 
Score: -36864032.000000 Penalty: 6231.814453
	Iteration 7F: 3 clusters Score -3.686403e+07 nChanged 20569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 252317 members 
Entering Unmasked Estep 
Score: -36879452.000000 Penalty: 6231.814453
	Iteration 8F: 3 clusters Score -3.687945e+07 nChanged 13934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 266183 members 
Entering Unmasked Estep 
Score: -36889936.000000 Penalty: 6231.814453
	Iteration 9Q: 3 clusters Score -3.688994e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 274197 members 
Entering Unmasked Estep 
Score: -36895304.000000 Penalty: 6231.814453
	Iteration 10Q: 3 clusters Score -3.68953e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 278674 members 
Entering Unmasked Estep 
Score: -36898440.000000 Penalty: 6231.814453
	Iteration 11Q: 3 clusters Score -3.689844e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 281033 members 
Entering Unmasked Estep 
Score: -36900200.000000 Penalty: 6231.814453
	Iteration 12Q: 3 clusters Score -3.69002e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 282371 members 
Entering Unmasked Estep 
Score: -36901308.000000 Penalty: 6231.814453
	Iteration 13Q: 3 clusters Score -3.690131e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 283137 members 
Entering Unmasked Estep 
Score: -36901776.000000 Penalty: 6231.814453
	Iteration 14Q: 3 clusters Score -3.690178e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 283591 members 
Entering Unmasked Estep 
Score: -36902068.000000 Penalty: 6231.814453
	Iteration 15Q: 3 clusters Score -3.690207e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 283887 members 
Entering Unmasked Estep 
Score: -36902248.000000 Penalty: 6231.814453
	Iteration 16Q: 3 clusters Score -3.690225e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 284112 members 
Entering Unmasked Estep 
Score: -36902328.000000 Penalty: 6231.814453
	Iteration 17Q: 3 clusters Score -3.690233e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 284266 members 
Entering Unmasked Estep 
Score: -36902384.000000 Penalty: 6231.814453
	Iteration 18Q: 3 clusters Score -3.690238e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 284369 members 
Entering Unmasked Estep 
Score: -36902476.000000 Penalty: 6231.814453
	Iteration 19Q: 3 clusters Score -3.690248e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 284454 members 
Entering Unmasked Estep 
Score: -36902552.000000 Penalty: 6231.814453
	Iteration 20F: 3 clusters Score -3.690255e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 284521 members 
Entering Unmasked Estep 
Score: -36902568.000000 Penalty: 6231.814453
	Iteration 21Q: 3 clusters Score -3.690257e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 284579 members 
Entering Unmasked Estep 
Score: -36902616.000000 Penalty: 6231.814453
	Iteration 22Q: 3 clusters Score -3.690262e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 284625 members 
Entering Unmasked Estep 
Score: -36902640.000000 Penalty: 6231.814453
	Iteration 23Q: 3 clusters Score -3.690264e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 284653 members 
Entering Unmasked Estep 
Score: -36902608.000000 Penalty: 6231.814453
	Iteration 24Q: 3 clusters Score -3.690261e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 284672 members 
Entering Unmasked Estep 
Score: -36902660.000000 Penalty: 6231.814453
	Iteration 25Q: 3 clusters Score -3.690266e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 284689 members 
Entering Unmasked Estep 
Score: -36902688.000000 Penalty: 6231.814453
	Iteration 26Q: 3 clusters Score -3.690269e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 284704 members 
Entering Unmasked Estep 
Score: -36902696.000000 Penalty: 6231.814453
	Iteration 27Q: 3 clusters Score -3.69027e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 284716 members 
Entering Unmasked Estep 
Score: -36902684.000000 Penalty: 6231.814453
	Iteration 28Q: 3 clusters Score -3.690268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 284735 members 
Entering Unmasked Estep 
Score: -36902684.000000 Penalty: 6231.814453
	Iteration 29Q: 3 clusters Score -3.690268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 284747 members 
Entering Unmasked Estep 
Score: -36902676.000000 Penalty: 6231.814453
	Iteration 30Q: 3 clusters Score -3.690268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 284760 members 
Entering Unmasked Estep 
Score: -36902704.000000 Penalty: 6231.814453
	Iteration 31Q: 3 clusters Score -3.69027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 284767 members 
Entering Unmasked Estep 
Score: -36902684.000000 Penalty: 6231.814453
	Iteration 32Q: 3 clusters Score -3.690268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 284774 members 
Entering Unmasked Estep 
Score: -36902700.000000 Penalty: 6231.814453
	Iteration 33Q: 3 clusters Score -3.69027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 284784 members 
Entering Unmasked Estep 
Score: -36902692.000000 Penalty: 6231.814453
	Iteration 34Q: 3 clusters Score -3.690269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 284788 members 
Entering Unmasked Estep 
Score: -36902716.000000 Penalty: 6231.814453
	Iteration 35Q: 3 clusters Score -3.690272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 284792 members 
Entering Unmasked Estep 
Score: -36902736.000000 Penalty: 6231.814453
	Iteration 36Q: 3 clusters Score -3.690274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 284795 members 
Entering Unmasked Estep 
Score: -36902740.000000 Penalty: 6231.814453
	Iteration 37Q: 3 clusters Score -3.690274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 284797 members 
Entering Unmasked Estep 
Score: -36902728.000000 Penalty: 6231.814453
	Iteration 38Q: 3 clusters Score -3.690273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 284799 members 
Entering Unmasked Estep 
Score: -36902748.000000 Penalty: 6231.814453
	Iteration 39Q: 3 clusters Score -3.690275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 284800 members 
Entering Unmasked Estep 
Score: -36902744.000000 Penalty: 6231.814453
	Iteration 40F: 3 clusters Score -3.690274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 284802 members 
Entering Unmasked Estep 
Score: -36902744.000000 Penalty: 6231.814453
	Iteration 41Q: 3 clusters Score -3.690274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 284803 members 
Entering Unmasked Estep 
Score: -36902732.000000 Penalty: 6231.814453
	Iteration 42Q: 3 clusters Score -3.690273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 284805 members 
Entering Unmasked Estep 
Score: -36902748.000000 Penalty: 6231.814453
	Iteration 43Q: 3 clusters Score -3.690275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 284803 members 
Entering Unmasked Estep 
Score: -36902748.000000 Penalty: 6231.814453
	Iteration 44Q: 3 clusters Score -3.690275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 284802 members 
Entering Unmasked Estep 
Score: -36902744.000000 Penalty: 6231.814453
	Iteration 45Q: 3 clusters Score -3.690274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 284802 members 
Entering Unmasked Estep 
Score: -36902744.000000 Penalty: 6231.814453
	Iteration 46F: 3 clusters Score -3.690274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Entering Unmasked Estep 
Score: -5475806.500000 Penalty: 2646.885254
	Iteration 0F: 2 clusters Score -5475806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -5446495.500000 Penalty: 5293.770508
	Iteration 0F: 3 clusters Score -5446496 nChanged 19858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -5457339.500000 Penalty: 5293.770508
	Iteration 1F: 3 clusters Score -5457340 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -5457728.500000 Penalty: 5293.770508
	Iteration 2Q: 3 clusters Score -5457728 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5458110.000000 Penalty: 5293.770508
	Iteration 3Q: 3 clusters Score -5458110 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -5458333.000000 Penalty: 5293.770508
	Iteration 4Q: 3 clusters Score -5458333 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -5458602.500000 Penalty: 5293.770508
	Iteration 5Q: 3 clusters Score -5458602 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -5458871.000000 Penalty: 5293.770508
	Iteration 6Q: 3 clusters Score -5458871 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -5459157.500000 Penalty: 5293.770508
	Iteration 7Q: 3 clusters Score -5459158 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -5459511.000000 Penalty: 5293.770508
	Iteration 8Q: 3 clusters Score -5459511 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -5460099.000000 Penalty: 5293.770508
	Iteration 9Q: 3 clusters Score -5460099 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -5461013.000000 Penalty: 5293.770508
	Iteration 10Q: 3 clusters Score -5461013 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -5462368.000000 Penalty: 5293.770508
	Iteration 11F: 3 clusters Score -5462368 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -5464376.500000 Penalty: 5293.770508
	Iteration 12F: 3 clusters Score -5464376 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -5467117.000000 Penalty: 5293.770508
	Iteration 13F: 3 clusters Score -5467117 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -5469802.000000 Penalty: 5293.770508
	Iteration 14F: 3 clusters Score -5469802 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5471656.500000 Penalty: 5293.770508
	Iteration 15Q: 3 clusters Score -5471656 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5472618.000000 Penalty: 5293.770508
	Iteration 16Q: 3 clusters Score -5472618 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5473041.000000 Penalty: 5293.770508
	Iteration 17Q: 3 clusters Score -5473041 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5473252.000000 Penalty: 5293.770508
	Iteration 18Q: 3 clusters Score -5473252 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5473350.000000 Penalty: 5293.770508
	Iteration 19Q: 3 clusters Score -5473350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5473430.500000 Penalty: 5293.770508
	Iteration 20F: 3 clusters Score -5473430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5473470.000000 Penalty: 5293.770508
	Iteration 21Q: 3 clusters Score -5473470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5473488.500000 Penalty: 5293.770508
	Iteration 22Q: 3 clusters Score -5473488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5473499.500000 Penalty: 5293.770508
	Iteration 23Q: 3 clusters Score -5473500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5473505.000000 Penalty: 5293.770508
	Iteration 24Q: 3 clusters Score -5473505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5473504.000000 Penalty: 5293.770508
	Iteration 25Q: 3 clusters Score -5473504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5473508.000000 Penalty: 5293.770508
	Iteration 26Q: 3 clusters Score -5473508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5473513.000000 Penalty: 5293.770508
	Iteration 27Q: 3 clusters Score -5473513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5473513.500000 Penalty: 5293.770508
	Iteration 28Q: 3 clusters Score -5473514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5473524.500000 Penalty: 5293.770508
	Iteration 29Q: 3 clusters Score -5473524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5473524.500000 Penalty: 5293.770508
	Iteration 30Q: 3 clusters Score -5473524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5473524.500000 Penalty: 5293.770508
	Iteration 31F: 3 clusters Score -5473524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Entering Unmasked Estep 
Score: -5688365.500000 Penalty: 2665.595215
	Iteration 0F: 2 clusters Score -5688366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -5657033.000000 Penalty: 5331.190430
	Iteration 0F: 3 clusters Score -5657033 nChanged 21509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -5669140.500000 Penalty: 5331.190430
	Iteration 1F: 3 clusters Score -5669140 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -5670114.000000 Penalty: 5331.190430
	Iteration 2Q: 3 clusters Score -5670114 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -5671343.000000 Penalty: 5331.190430
	Iteration 3F: 3 clusters Score -5671343 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -5673144.000000 Penalty: 5331.190430
	Iteration 4F: 3 clusters Score -5673144 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -5675639.000000 Penalty: 5331.190430
	Iteration 5F: 3 clusters Score -5675639 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -5678798.500000 Penalty: 5331.190430
	Iteration 6F: 3 clusters Score -5678798 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -5681985.000000 Penalty: 5331.190430
	Iteration 7F: 3 clusters Score -5681985 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -5684267.000000 Penalty: 5331.190430
	Iteration 8F: 3 clusters Score -5684267 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -5685470.000000 Penalty: 5331.190430
	Iteration 9Q: 3 clusters Score -5685470 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -5686208.000000 Penalty: 5331.190430
	Iteration 10Q: 3 clusters Score -5686208 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -5686724.000000 Penalty: 5331.190430
	Iteration 11Q: 3 clusters Score -5686724 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -5687156.000000 Penalty: 5331.190430
	Iteration 12Q: 3 clusters Score -5687156 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -5687553.500000 Penalty: 5331.190430
	Iteration 13Q: 3 clusters Score -5687554 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -5687834.000000 Penalty: 5331.190430
	Iteration 14Q: 3 clusters Score -5687834 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -5688046.500000 Penalty: 5331.190430
	Iteration 15Q: 3 clusters Score -5688046 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5688201.000000 Penalty: 5331.190430
	Iteration 16Q: 3 clusters Score -5688201 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -5688267.000000 Penalty: 5331.190430
	Iteration 17Q: 3 clusters Score -5688267 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -5688335.500000 Penalty: 5331.190430
	Iteration 18Q: 3 clusters Score -5688336 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -5688413.500000 Penalty: 5331.190430
	Iteration 19Q: 3 clusters Score -5688414 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -5688460.500000 Penalty: 5331.190430
	Iteration 20F: 3 clusters Score -5688460 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -5688492.500000 Penalty: 5331.190430
	Iteration 21Q: 3 clusters Score -5688492 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5688519.000000 Penalty: 5331.190430
	Iteration 22Q: 3 clusters Score -5688519 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -5688539.500000 Penalty: 5331.190430
	Iteration 23Q: 3 clusters Score -5688540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -5688572.000000 Penalty: 5331.190430
	Iteration 24Q: 3 clusters Score -5688572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -5688574.500000 Penalty: 5331.190430
	Iteration 25Q: 3 clusters Score -5688574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -5688574.500000 Penalty: 5331.190430
	Iteration 26Q: 3 clusters Score -5688574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -5688570.500000 Penalty: 5331.190430
	Iteration 27Q: 3 clusters Score -5688570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -5688572.500000 Penalty: 5331.190430
	Iteration 28Q: 3 clusters Score -5688572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -5688582.000000 Penalty: 5331.190430
	Iteration 29Q: 3 clusters Score -5688582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -5688574.000000 Penalty: 5331.190430
	Iteration 30Q: 3 clusters Score -5688574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -5688577.000000 Penalty: 5331.190430
	Iteration 31Q: 3 clusters Score -5688577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -5688579.000000 Penalty: 5331.190430
	Iteration 32Q: 3 clusters Score -5688579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -5688582.000000 Penalty: 5331.190430
	Iteration 33Q: 3 clusters Score -5688582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -5688578.500000 Penalty: 5331.190430
	Iteration 34Q: 3 clusters Score -5688578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5688582.000000 Penalty: 5331.190430
	Iteration 35Q: 3 clusters Score -5688582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -5688585.000000 Penalty: 5331.190430
	Iteration 36Q: 3 clusters Score -5688585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -5688589.000000 Penalty: 5331.190430
	Iteration 37Q: 3 clusters Score -5688589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -5688593.000000 Penalty: 5331.190430
	Iteration 38Q: 3 clusters Score -5688593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -5688597.000000 Penalty: 5331.190430
	Iteration 39Q: 3 clusters Score -5688597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -5688595.500000 Penalty: 5331.190430
	Iteration 40F: 3 clusters Score -5688596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -5688592.500000 Penalty: 5331.190430
	Iteration 41Q: 3 clusters Score -5688592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -5688594.000000 Penalty: 5331.190430
	Iteration 42Q: 3 clusters Score -5688594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -5688591.000000 Penalty: 5331.190430
	Iteration 43Q: 3 clusters Score -5688591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -5688587.500000 Penalty: 5331.190430
	Iteration 44Q: 3 clusters Score -5688588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -5688587.500000 Penalty: 5331.190430
	Iteration 45Q: 3 clusters Score -5688588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -5688593.500000 Penalty: 5331.190430
	Iteration 46Q: 3 clusters Score -5688594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -5688587.000000 Penalty: 5331.190430
	Iteration 47Q: 3 clusters Score -5688587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -5688589.000000 Penalty: 5331.190430
	Iteration 48Q: 3 clusters Score -5688589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -5688589.500000 Penalty: 5331.190430
	Iteration 49Q: 3 clusters Score -5688590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -5688591.000000 Penalty: 5331.190430
	Iteration 50Q: 3 clusters Score -5688591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -5688591.000000 Penalty: 5331.190430
	Iteration 51F: 3 clusters Score -5688591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286113 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106261 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14389 members 
Mstep: Class 11 contains 39212 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 125415 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100623 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22724 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7353 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 13723 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 39021 members 
Entering Unmasked Estep 
Score: -157723024.000000 Penalty: 104539.820312
Splitting cluster 6 changes total score from -157723264.000000 to -157723024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -329946.812500 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -329946.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -326843.250000 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -326843.2 nChanged 1004
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: -327550.250000 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -327550.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -327726.125000 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -327726.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -327843.656250 Penalty: 3940.819580
	Iteration 3Q: 3 clusters Score -327843.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -327967.843750 Penalty: 3940.819580
	Iteration 4Q: 3 clusters Score -327967.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -328085.218750 Penalty: 3940.819580
	Iteration 5Q: 3 clusters Score -328085.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -328195.343750 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -328195.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -328286.250000 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -328286.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -328388.531250 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -328388.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -328472.281250 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -328472.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -328531.593750 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -328531.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -328588.000000 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -328588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -328661.843750 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -328661.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -328740.531250 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -328740.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -328835.125000 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -328835.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -328965.218750 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -328965.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -329135.343750 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -329135.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -329272.281250 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -329272.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -329344.156250 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -329344.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -329399.531250 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -329399.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -329427.750000 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -329427.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -329454.125000 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -329454.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -329475.125000 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -329475.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -329500.000000 Penalty: 3940.819580
	Iteration 23Q: 3 clusters Score -329500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -329515.125000 Penalty: 3940.819580
	Iteration 24Q: 3 clusters Score -329515.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -329532.343750 Penalty: 3940.819580
	Iteration 25Q: 3 clusters Score -329532.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -329548.500000 Penalty: 3940.819580
	Iteration 26Q: 3 clusters Score -329548.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -329561.156250 Penalty: 3940.819580
	Iteration 27Q: 3 clusters Score -329561.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -329568.093750 Penalty: 3940.819580
	Iteration 28Q: 3 clusters Score -329568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -329575.906250 Penalty: 3940.819580
	Iteration 29Q: 3 clusters Score -329575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -329582.625000 Penalty: 3940.819580
	Iteration 30Q: 3 clusters Score -329582.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -329588.781250 Penalty: 3940.819580
	Iteration 31Q: 3 clusters Score -329588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -329590.281250 Penalty: 3940.819580
	Iteration 32Q: 3 clusters Score -329590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -329590.281250 Penalty: 3940.819580
	Iteration 33F: 3 clusters Score -329590.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (106261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106261 members 
Entering Unmasked Estep 
Score: -13483252.000000 Penalty: 2870.266113
	Iteration 0F: 2 clusters Score -1.348325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -13412622.000000 Penalty: 5740.532227
	Iteration 0F: 3 clusters Score -1.341262e+07 nChanged 50237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -13441287.000000 Penalty: 5740.532227
	Iteration 1F: 3 clusters Score -1.344129e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -13441956.000000 Penalty: 5740.532227
	Iteration 2Q: 3 clusters Score -1.344196e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -13442478.000000 Penalty: 5740.532227
	Iteration 3Q: 3 clusters Score -1.344248e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -13443132.000000 Penalty: 5740.532227
	Iteration 4Q: 3 clusters Score -1.344313e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -13444025.000000 Penalty: 5740.532227
	Iteration 5Q: 3 clusters Score -1.344402e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -13445165.000000 Penalty: 5740.532227
	Iteration 6Q: 3 clusters Score -1.344516e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -13446844.000000 Penalty: 5740.532227
	Iteration 7Q: 3 clusters Score -1.344684e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -13449694.000000 Penalty: 5740.532227
	Iteration 8F: 3 clusters Score -1.344969e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -13453657.000000 Penalty: 5740.532227
	Iteration 9F: 3 clusters Score -1.345366e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -13458535.000000 Penalty: 5740.532227
	Iteration 10F: 3 clusters Score -1.345854e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -13463739.000000 Penalty: 5740.532227
	Iteration 11F: 3 clusters Score -1.346374e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -13468619.000000 Penalty: 5740.532227
	Iteration 12F: 3 clusters Score -1.346862e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93164 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -13472431.000000 Penalty: 5740.532227
	Iteration 13Q: 3 clusters Score -1.347243e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -13475274.000000 Penalty: 5740.532227
	Iteration 14Q: 3 clusters Score -1.347527e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -13477258.000000 Penalty: 5740.532227
	Iteration 15Q: 3 clusters Score -1.347726e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100918 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -13478559.000000 Penalty: 5740.532227
	Iteration 16Q: 3 clusters Score -1.347856e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102073 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -13479425.000000 Penalty: 5740.532227
	Iteration 17Q: 3 clusters Score -1.347942e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102854 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -13479903.000000 Penalty: 5740.532227
	Iteration 18Q: 3 clusters Score -1.34799e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103374 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -13480237.000000 Penalty: 5740.532227
	Iteration 19Q: 3 clusters Score -1.348024e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -13480385.000000 Penalty: 5740.532227
	Iteration 20F: 3 clusters Score -1.348038e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104039 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -13480519.000000 Penalty: 5740.532227
	Iteration 21Q: 3 clusters Score -1.348052e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104258 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -13480609.000000 Penalty: 5740.532227
	Iteration 22Q: 3 clusters Score -1.348061e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -13480677.000000 Penalty: 5740.532227
	Iteration 23Q: 3 clusters Score -1.348068e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104556 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -13480763.000000 Penalty: 5740.532227
	Iteration 24Q: 3 clusters Score -1.348076e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -13480807.000000 Penalty: 5740.532227
	Iteration 25Q: 3 clusters Score -1.348081e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104730 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -13480834.000000 Penalty: 5740.532227
	Iteration 26Q: 3 clusters Score -1.348083e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104799 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -13480865.000000 Penalty: 5740.532227
	Iteration 27Q: 3 clusters Score -1.348086e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104870 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -13480874.000000 Penalty: 5740.532227
	Iteration 28Q: 3 clusters Score -1.348087e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104917 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -13480895.000000 Penalty: 5740.532227
	Iteration 29Q: 3 clusters Score -1.34809e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104963 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -13480926.000000 Penalty: 5740.532227
	Iteration 30Q: 3 clusters Score -1.348093e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105003 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -13480945.000000 Penalty: 5740.532227
	Iteration 31Q: 3 clusters Score -1.348094e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105034 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13480958.000000 Penalty: 5740.532227
	Iteration 32Q: 3 clusters Score -1.348096e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13480967.000000 Penalty: 5740.532227
	Iteration 33Q: 3 clusters Score -1.348097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13480977.000000 Penalty: 5740.532227
	Iteration 34Q: 3 clusters Score -1.348098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105082 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13480973.000000 Penalty: 5740.532227
	Iteration 35Q: 3 clusters Score -1.348097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105093 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -13480994.000000 Penalty: 5740.532227
	Iteration 36Q: 3 clusters Score -1.348099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13481000.000000 Penalty: 5740.532227
	Iteration 37Q: 3 clusters Score -1.3481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105108 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13480982.000000 Penalty: 5740.532227
	Iteration 38Q: 3 clusters Score -1.348098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105113 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -13480976.000000 Penalty: 5740.532227
	Iteration 39Q: 3 clusters Score -1.348098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105117 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -13480986.000000 Penalty: 5740.532227
	Iteration 40F: 3 clusters Score -1.348099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105119 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13480987.000000 Penalty: 5740.532227
	Iteration 41Q: 3 clusters Score -1.348099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -13480983.000000 Penalty: 5740.532227
	Iteration 42Q: 3 clusters Score -1.348098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105137 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13480984.000000 Penalty: 5740.532227
	Iteration 43Q: 3 clusters Score -1.348098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13480993.000000 Penalty: 5740.532227
	Iteration 44Q: 3 clusters Score -1.348099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -13480992.000000 Penalty: 5740.532227
	Iteration 45Q: 3 clusters Score -1.348099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -13480986.000000 Penalty: 5740.532227
	Iteration 46Q: 3 clusters Score -1.348099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105151 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -13480996.000000 Penalty: 5740.532227
	Iteration 47Q: 3 clusters Score -1.3481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105153 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13480989.000000 Penalty: 5740.532227
	Iteration 48Q: 3 clusters Score -1.348099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105155 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -13480989.000000 Penalty: 5740.532227
	Iteration 49Q: 3 clusters Score -1.348099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105155 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -13480983.000000 Penalty: 5740.532227
	Iteration 50Q: 3 clusters Score -1.348098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105155 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -13480983.000000 Penalty: 5740.532227
	Iteration 51F: 3 clusters Score -1.348098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93287.343750 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93287.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91533.875000 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -91533.88 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91722.203125 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -91722.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91799.664062 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -91799.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91833.812500 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -91833.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91853.851562 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -91853.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91868.617188 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -91868.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91874.101562 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -91874.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91880.617188 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -91880.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91880.617188 Penalty: 3304.913818
	Iteration 8F: 3 clusters Score -91880.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Entering Unmasked Estep 
Score: -1710365.125000 Penalty: 2374.406494
	Iteration 0F: 2 clusters Score -1710365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1699911.500000 Penalty: 4748.812988
	Iteration 0F: 3 clusters Score -1699912 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1703444.125000 Penalty: 4748.812988
	Iteration 1F: 3 clusters Score -1703444 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1704062.250000 Penalty: 4748.812988
	Iteration 2F: 3 clusters Score -1704062 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1704637.750000 Penalty: 4748.812988
	Iteration 3F: 3 clusters Score -1704638 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1705160.250000 Penalty: 4748.812988
	Iteration 4F: 3 clusters Score -1705160 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1705672.750000 Penalty: 4748.812988
	Iteration 5F: 3 clusters Score -1705673 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1706134.000000 Penalty: 4748.812988
	Iteration 6F: 3 clusters Score -1706134 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1706567.000000 Penalty: 4748.812988
	Iteration 7Q: 3 clusters Score -1706567 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1706939.500000 Penalty: 4748.812988
	Iteration 8Q: 3 clusters Score -1706940 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1707268.250000 Penalty: 4748.812988
	Iteration 9Q: 3 clusters Score -1707268 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1707558.125000 Penalty: 4748.812988
	Iteration 10Q: 3 clusters Score -1707558 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1707786.625000 Penalty: 4748.812988
	Iteration 11Q: 3 clusters Score -1707787 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1707960.375000 Penalty: 4748.812988
	Iteration 12Q: 3 clusters Score -1707960 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1708104.375000 Penalty: 4748.812988
	Iteration 13Q: 3 clusters Score -1708104 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1708256.875000 Penalty: 4748.812988
	Iteration 14Q: 3 clusters Score -1708257 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1708415.875000 Penalty: 4748.812988
	Iteration 15Q: 3 clusters Score -1708416 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1708576.125000 Penalty: 4748.812988
	Iteration 16Q: 3 clusters Score -1708576 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1708704.875000 Penalty: 4748.812988
	Iteration 17Q: 3 clusters Score -1708705 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1708806.125000 Penalty: 4748.812988
	Iteration 18Q: 3 clusters Score -1708806 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1708873.500000 Penalty: 4748.812988
	Iteration 19Q: 3 clusters Score -1708874 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1708914.250000 Penalty: 4748.812988
	Iteration 20F: 3 clusters Score -1708914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1708941.125000 Penalty: 4748.812988
	Iteration 21Q: 3 clusters Score -1708941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1708953.000000 Penalty: 4748.812988
	Iteration 22Q: 3 clusters Score -1708953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1708960.375000 Penalty: 4748.812988
	Iteration 23Q: 3 clusters Score -1708960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1708958.750000 Penalty: 4748.812988
	Iteration 24Q: 3 clusters Score -1708959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1708958.250000 Penalty: 4748.812988
	Iteration 25Q: 3 clusters Score -1708958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1708960.250000 Penalty: 4748.812988
	Iteration 26Q: 3 clusters Score -1708960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1708964.625000 Penalty: 4748.812988
	Iteration 27Q: 3 clusters Score -1708965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1708963.250000 Penalty: 4748.812988
	Iteration 28Q: 3 clusters Score -1708963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1708963.250000 Penalty: 4748.812988
	Iteration 29F: 3 clusters Score -1708963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Entering Unmasked Estep 
Score: -5136389.500000 Penalty: 2623.031006
	Iteration 0F: 2 clusters Score -5136390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -5109913.500000 Penalty: 5246.062012
	Iteration 0F: 3 clusters Score -5109914 nChanged 17787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -5119603.500000 Penalty: 5246.062012
	Iteration 1F: 3 clusters Score -5119604 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -5120103.000000 Penalty: 5246.062012
	Iteration 2Q: 3 clusters Score -5120103 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -5120585.000000 Penalty: 5246.062012
	Iteration 3Q: 3 clusters Score -5120585 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -5121011.500000 Penalty: 5246.062012
	Iteration 4Q: 3 clusters Score -5121012 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5121427.000000 Penalty: 5246.062012
	Iteration 5Q: 3 clusters Score -5121427 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -5121971.500000 Penalty: 5246.062012
	Iteration 6Q: 3 clusters Score -5121972 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -5122637.000000 Penalty: 5246.062012
	Iteration 7Q: 3 clusters Score -5122637 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5123501.000000 Penalty: 5246.062012
	Iteration 8Q: 3 clusters Score -5123501 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -5124613.500000 Penalty: 5246.062012
	Iteration 9Q: 3 clusters Score -5124614 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -5125999.500000 Penalty: 5246.062012
	Iteration 10F: 3 clusters Score -5126000 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -5127566.000000 Penalty: 5246.062012
	Iteration 11F: 3 clusters Score -5127566 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -5129160.500000 Penalty: 5246.062012
	Iteration 12Q: 3 clusters Score -5129160 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -5130309.000000 Penalty: 5246.062012
	Iteration 13Q: 3 clusters Score -5130309 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -5131026.000000 Penalty: 5246.062012
	Iteration 14Q: 3 clusters Score -5131026 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -5131416.000000 Penalty: 5246.062012
	Iteration 15Q: 3 clusters Score -5131416 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -5131727.500000 Penalty: 5246.062012
	Iteration 16Q: 3 clusters Score -5131728 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -5131995.000000 Penalty: 5246.062012
	Iteration 17Q: 3 clusters Score -5131995 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -5132245.500000 Penalty: 5246.062012
	Iteration 18Q: 3 clusters Score -5132246 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -5132442.000000 Penalty: 5246.062012
	Iteration 19Q: 3 clusters Score -5132442 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -5132669.500000 Penalty: 5246.062012
	Iteration 20F: 3 clusters Score -5132670 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -5132849.000000 Penalty: 5246.062012
	Iteration 21Q: 3 clusters Score -5132849 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -5133028.500000 Penalty: 5246.062012
	Iteration 22Q: 3 clusters Score -5133028 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -5133186.000000 Penalty: 5246.062012
	Iteration 23Q: 3 clusters Score -5133186 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -5133289.500000 Penalty: 5246.062012
	Iteration 24Q: 3 clusters Score -5133290 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5133354.000000 Penalty: 5246.062012
	Iteration 25Q: 3 clusters Score -5133354 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5133442.000000 Penalty: 5246.062012
	Iteration 26Q: 3 clusters Score -5133442 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5133505.000000 Penalty: 5246.062012
	Iteration 27Q: 3 clusters Score -5133505 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5133536.500000 Penalty: 5246.062012
	Iteration 28Q: 3 clusters Score -5133536 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5133586.000000 Penalty: 5246.062012
	Iteration 29Q: 3 clusters Score -5133586 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5133637.500000 Penalty: 5246.062012
	Iteration 30Q: 3 clusters Score -5133638 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5133667.500000 Penalty: 5246.062012
	Iteration 31Q: 3 clusters Score -5133668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5133704.500000 Penalty: 5246.062012
	Iteration 32Q: 3 clusters Score -5133704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5133736.500000 Penalty: 5246.062012
	Iteration 33Q: 3 clusters Score -5133736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5133743.500000 Penalty: 5246.062012
	Iteration 34Q: 3 clusters Score -5133744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5133756.000000 Penalty: 5246.062012
	Iteration 35Q: 3 clusters Score -5133756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5133770.000000 Penalty: 5246.062012
	Iteration 36Q: 3 clusters Score -5133770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5133779.000000 Penalty: 5246.062012
	Iteration 37Q: 3 clusters Score -5133779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5133795.500000 Penalty: 5246.062012
	Iteration 38Q: 3 clusters Score -5133796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5133804.500000 Penalty: 5246.062012
	Iteration 39Q: 3 clusters Score -5133804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5133845.000000 Penalty: 5246.062012
	Iteration 40F: 3 clusters Score -5133845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5133858.500000 Penalty: 5246.062012
	Iteration 41Q: 3 clusters Score -5133858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5133863.500000 Penalty: 5246.062012
	Iteration 42Q: 3 clusters Score -5133864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5133857.500000 Penalty: 5246.062012
	Iteration 43Q: 3 clusters Score -5133858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5133873.000000 Penalty: 5246.062012
	Iteration 44Q: 3 clusters Score -5133873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5133897.500000 Penalty: 5246.062012
	Iteration 45Q: 3 clusters Score -5133898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5133898.500000 Penalty: 5246.062012
	Iteration 46Q: 3 clusters Score -5133898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5133901.000000 Penalty: 5246.062012
	Iteration 47Q: 3 clusters Score -5133901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5133914.000000 Penalty: 5246.062012
	Iteration 48Q: 3 clusters Score -5133914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5133924.500000 Penalty: 5246.062012
	Iteration 49Q: 3 clusters Score -5133924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5133939.000000 Penalty: 5246.062012
	Iteration 50Q: 3 clusters Score -5133939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5133938.500000 Penalty: 5246.062012
	Iteration 51Q: 3 clusters Score -5133938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5133933.500000 Penalty: 5246.062012
	Iteration 52Q: 3 clusters Score -5133934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5133934.500000 Penalty: 5246.062012
	Iteration 53Q: 3 clusters Score -5133934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5133957.500000 Penalty: 5246.062012
	Iteration 54Q: 3 clusters Score -5133958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5133963.500000 Penalty: 5246.062012
	Iteration 55Q: 3 clusters Score -5133964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5133967.000000 Penalty: 5246.062012
	Iteration 56Q: 3 clusters Score -5133967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5133979.000000 Penalty: 5246.062012
	Iteration 57Q: 3 clusters Score -5133979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5133987.500000 Penalty: 5246.062012
	Iteration 58Q: 3 clusters Score -5133988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5133989.500000 Penalty: 5246.062012
	Iteration 59Q: 3 clusters Score -5133990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5133995.500000 Penalty: 5246.062012
	Iteration 60F: 3 clusters Score -5133996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5133992.500000 Penalty: 5246.062012
	Iteration 61Q: 3 clusters Score -5133992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5133998.500000 Penalty: 5246.062012
	Iteration 62Q: 3 clusters Score -5133998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5133998.500000 Penalty: 5246.062012
	Iteration 63Q: 3 clusters Score -5133998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5134008.500000 Penalty: 5246.062012
	Iteration 64Q: 3 clusters Score -5134008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5134016.500000 Penalty: 5246.062012
	Iteration 65Q: 3 clusters Score -5134016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5134029.000000 Penalty: 5246.062012
	Iteration 66Q: 3 clusters Score -5134029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5134040.000000 Penalty: 5246.062012
	Iteration 67Q: 3 clusters Score -5134040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5134045.500000 Penalty: 5246.062012
	Iteration 68Q: 3 clusters Score -5134046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5134047.500000 Penalty: 5246.062012
	Iteration 69Q: 3 clusters Score -5134048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5134050.000000 Penalty: 5246.062012
	Iteration 70Q: 3 clusters Score -5134050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5134054.500000 Penalty: 5246.062012
	Iteration 71Q: 3 clusters Score -5134054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5134051.500000 Penalty: 5246.062012
	Iteration 72Q: 3 clusters Score -5134052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5134046.500000 Penalty: 5246.062012
	Iteration 73Q: 3 clusters Score -5134046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5134051.000000 Penalty: 5246.062012
	Iteration 74Q: 3 clusters Score -5134051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5134055.000000 Penalty: 5246.062012
	Iteration 75Q: 3 clusters Score -5134055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5134053.500000 Penalty: 5246.062012
	Iteration 76Q: 3 clusters Score -5134054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5134057.500000 Penalty: 5246.062012
	Iteration 77Q: 3 clusters Score -5134058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5134057.500000 Penalty: 5246.062012
	Iteration 78F: 3 clusters Score -5134058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (134201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134201 members 
Entering Unmasked Estep 
Score: -17394434.000000 Penalty: 2928.159180
	Iteration 0F: 2 clusters Score -1.739443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -17305318.000000 Penalty: 5856.318359
	Iteration 0F: 3 clusters Score -1.730532e+07 nChanged 64035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -17342318.000000 Penalty: 5856.318359
	Iteration 1F: 3 clusters Score -1.734232e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -17343338.000000 Penalty: 5856.318359
	Iteration 2Q: 3 clusters Score -1.734334e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
Score: -17344586.000000 Penalty: 5856.318359
	Iteration 3Q: 3 clusters Score -1.734459e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -17346590.000000 Penalty: 5856.318359
	Iteration 4Q: 3 clusters Score -1.734659e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -17349192.000000 Penalty: 5856.318359
	Iteration 5Q: 3 clusters Score -1.734919e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -17352770.000000 Penalty: 5856.318359
	Iteration 6Q: 3 clusters Score -1.735277e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -17357664.000000 Penalty: 5856.318359
	Iteration 7F: 3 clusters Score -1.735766e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -17363636.000000 Penalty: 5856.318359
	Iteration 8F: 3 clusters Score -1.736364e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -17369120.000000 Penalty: 5856.318359
	Iteration 9F: 3 clusters Score -1.736912e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -17372550.000000 Penalty: 5856.318359
	Iteration 10F: 3 clusters Score -1.737255e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -17374080.000000 Penalty: 5856.318359
	Iteration 11Q: 3 clusters Score -1.737408e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -17374666.000000 Penalty: 5856.318359
	Iteration 12Q: 3 clusters Score -1.737467e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -17374796.000000 Penalty: 5856.318359
	Iteration 13Q: 3 clusters Score -1.73748e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -17375032.000000 Penalty: 5856.318359
	Iteration 14Q: 3 clusters Score -1.737503e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -17375288.000000 Penalty: 5856.318359
	Iteration 15Q: 3 clusters Score -1.737529e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -17375500.000000 Penalty: 5856.318359
	Iteration 16Q: 3 clusters Score -1.73755e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -17375704.000000 Penalty: 5856.318359
	Iteration 17Q: 3 clusters Score -1.73757e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73222 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -17375870.000000 Penalty: 5856.318359
	Iteration 18Q: 3 clusters Score -1.737587e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73362 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -17376174.000000 Penalty: 5856.318359
	Iteration 19Q: 3 clusters Score -1.737617e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73556 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -17376412.000000 Penalty: 5856.318359
	Iteration 20F: 3 clusters Score -1.737641e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -17376704.000000 Penalty: 5856.318359
	Iteration 21Q: 3 clusters Score -1.73767e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -17376956.000000 Penalty: 5856.318359
	Iteration 22Q: 3 clusters Score -1.737696e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -17377210.000000 Penalty: 5856.318359
	Iteration 23Q: 3 clusters Score -1.737721e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -17377438.000000 Penalty: 5856.318359
	Iteration 24Q: 3 clusters Score -1.737744e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -17377656.000000 Penalty: 5856.318359
	Iteration 25Q: 3 clusters Score -1.737766e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -17378004.000000 Penalty: 5856.318359
	Iteration 26Q: 3 clusters Score -1.7378e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74775 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -17378310.000000 Penalty: 5856.318359
	Iteration 27Q: 3 clusters Score -1.737831e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -17378578.000000 Penalty: 5856.318359
	Iteration 28Q: 3 clusters Score -1.737858e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -17378882.000000 Penalty: 5856.318359
	Iteration 29Q: 3 clusters Score -1.737888e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -17379180.000000 Penalty: 5856.318359
	Iteration 30Q: 3 clusters Score -1.737918e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -17379462.000000 Penalty: 5856.318359
	Iteration 31Q: 3 clusters Score -1.737946e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -17379828.000000 Penalty: 5856.318359
	Iteration 32Q: 3 clusters Score -1.737983e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -17380200.000000 Penalty: 5856.318359
	Iteration 33Q: 3 clusters Score -1.73802e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -17380662.000000 Penalty: 5856.318359
	Iteration 34Q: 3 clusters Score -1.738066e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -17381064.000000 Penalty: 5856.318359
	Iteration 35Q: 3 clusters Score -1.738106e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -17381632.000000 Penalty: 5856.318359
	Iteration 36Q: 3 clusters Score -1.738163e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -17382140.000000 Penalty: 5856.318359
	Iteration 37Q: 3 clusters Score -1.738214e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82745 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -17382852.000000 Penalty: 5856.318359
	Iteration 38Q: 3 clusters Score -1.738285e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83932 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -17383484.000000 Penalty: 5856.318359
	Iteration 39Q: 3 clusters Score -1.738348e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -17384320.000000 Penalty: 5856.318359
	Iteration 40F: 3 clusters Score -1.738432e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -17385278.000000 Penalty: 5856.318359
	Iteration 41Q: 3 clusters Score -1.738528e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87547 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -17385786.000000 Penalty: 5856.318359
	Iteration 42Q: 3 clusters Score -1.738579e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -17386226.000000 Penalty: 5856.318359
	Iteration 43Q: 3 clusters Score -1.738623e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -17386578.000000 Penalty: 5856.318359
	Iteration 44Q: 3 clusters Score -1.738658e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -17386788.000000 Penalty: 5856.318359
	Iteration 45Q: 3 clusters Score -1.738679e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91667 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -17386900.000000 Penalty: 5856.318359
	Iteration 46Q: 3 clusters Score -1.73869e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -17387028.000000 Penalty: 5856.318359
	Iteration 47Q: 3 clusters Score -1.738703e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -17387104.000000 Penalty: 5856.318359
	Iteration 48Q: 3 clusters Score -1.73871e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -17387132.000000 Penalty: 5856.318359
	Iteration 49Q: 3 clusters Score -1.738713e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94621 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -17387212.000000 Penalty: 5856.318359
	Iteration 50Q: 3 clusters Score -1.738721e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95301 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -17387284.000000 Penalty: 5856.318359
	Iteration 51Q: 3 clusters Score -1.738728e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -17387392.000000 Penalty: 5856.318359
	Iteration 52Q: 3 clusters Score -1.738739e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -17387424.000000 Penalty: 5856.318359
	Iteration 53Q: 3 clusters Score -1.738742e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97086 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -17387500.000000 Penalty: 5856.318359
	Iteration 54Q: 3 clusters Score -1.73875e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97648 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -17387564.000000 Penalty: 5856.318359
	Iteration 55Q: 3 clusters Score -1.738756e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -17387672.000000 Penalty: 5856.318359
	Iteration 56Q: 3 clusters Score -1.738767e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -17387654.000000 Penalty: 5856.318359
	Iteration 57Q: 3 clusters Score -1.738765e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99250 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -17387660.000000 Penalty: 5856.318359
	Iteration 58Q: 3 clusters Score -1.738766e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99751 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -17387700.000000 Penalty: 5856.318359
	Iteration 59Q: 3 clusters Score -1.73877e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100226 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -17387812.000000 Penalty: 5856.318359
	Iteration 60F: 3 clusters Score -1.738781e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100666 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -17387838.000000 Penalty: 5856.318359
	Iteration 61Q: 3 clusters Score -1.738784e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101080 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -17387890.000000 Penalty: 5856.318359
	Iteration 62Q: 3 clusters Score -1.738789e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101463 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -17387940.000000 Penalty: 5856.318359
	Iteration 63Q: 3 clusters Score -1.738794e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -17387918.000000 Penalty: 5856.318359
	Iteration 64Q: 3 clusters Score -1.738792e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102085 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -17387890.000000 Penalty: 5856.318359
	Iteration 65Q: 3 clusters Score -1.738789e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -17387928.000000 Penalty: 5856.318359
	Iteration 66Q: 3 clusters Score -1.738793e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102673 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -17387952.000000 Penalty: 5856.318359
	Iteration 67Q: 3 clusters Score -1.738795e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102946 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -17387924.000000 Penalty: 5856.318359
	Iteration 68Q: 3 clusters Score -1.738792e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -17387972.000000 Penalty: 5856.318359
	Iteration 69Q: 3 clusters Score -1.738797e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -17388032.000000 Penalty: 5856.318359
	Iteration 70Q: 3 clusters Score -1.738803e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -17388034.000000 Penalty: 5856.318359
	Iteration 71Q: 3 clusters Score -1.738803e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104035 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -17388058.000000 Penalty: 5856.318359
	Iteration 72Q: 3 clusters Score -1.738806e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104324 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -17388106.000000 Penalty: 5856.318359
	Iteration 73Q: 3 clusters Score -1.738811e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104622 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -17388100.000000 Penalty: 5856.318359
	Iteration 74Q: 3 clusters Score -1.73881e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104904 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -17388126.000000 Penalty: 5856.318359
	Iteration 75Q: 3 clusters Score -1.738813e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -17388158.000000 Penalty: 5856.318359
	Iteration 76Q: 3 clusters Score -1.738816e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105539 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -17388182.000000 Penalty: 5856.318359
	Iteration 77Q: 3 clusters Score -1.738818e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -17388224.000000 Penalty: 5856.318359
	Iteration 78Q: 3 clusters Score -1.738822e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106285 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -17388268.000000 Penalty: 5856.318359
	Iteration 79Q: 3 clusters Score -1.738827e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106649 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -17388282.000000 Penalty: 5856.318359
	Iteration 80F: 3 clusters Score -1.738828e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106996 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -17388304.000000 Penalty: 5856.318359
	Iteration 81Q: 3 clusters Score -1.73883e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107319 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -17388336.000000 Penalty: 5856.318359
	Iteration 82Q: 3 clusters Score -1.738834e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107670 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -17388316.000000 Penalty: 5856.318359
	Iteration 83Q: 3 clusters Score -1.738832e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107982 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -17388296.000000 Penalty: 5856.318359
	Iteration 84Q: 3 clusters Score -1.73883e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108274 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -17388300.000000 Penalty: 5856.318359
	Iteration 85Q: 3 clusters Score -1.73883e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -17388306.000000 Penalty: 5856.318359
	Iteration 86Q: 3 clusters Score -1.738831e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -17388342.000000 Penalty: 5856.318359
	Iteration 87Q: 3 clusters Score -1.738834e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109095 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -17388336.000000 Penalty: 5856.318359
	Iteration 88Q: 3 clusters Score -1.738834e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109362 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -17388356.000000 Penalty: 5856.318359
	Iteration 89Q: 3 clusters Score -1.738836e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109652 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -17388352.000000 Penalty: 5856.318359
	Iteration 90Q: 3 clusters Score -1.738835e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -17388410.000000 Penalty: 5856.318359
	Iteration 91Q: 3 clusters Score -1.738841e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110200 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -17388454.000000 Penalty: 5856.318359
	Iteration 92Q: 3 clusters Score -1.738845e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110495 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -17388496.000000 Penalty: 5856.318359
	Iteration 93Q: 3 clusters Score -1.73885e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110813 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -17388480.000000 Penalty: 5856.318359
	Iteration 94Q: 3 clusters Score -1.738848e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -17388466.000000 Penalty: 5856.318359
	Iteration 95Q: 3 clusters Score -1.738847e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111434 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -17388466.000000 Penalty: 5856.318359
	Iteration 96Q: 3 clusters Score -1.738847e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111739 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -17388458.000000 Penalty: 5856.318359
	Iteration 97Q: 3 clusters Score -1.738846e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112016 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -17388478.000000 Penalty: 5856.318359
	Iteration 98Q: 3 clusters Score -1.738848e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112283 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -17388466.000000 Penalty: 5856.318359
	Iteration 99Q: 3 clusters Score -1.738847e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112537 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -17388458.000000 Penalty: 5856.318359
	Iteration 100F: 3 clusters Score -1.738846e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112818 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -17388450.000000 Penalty: 5856.318359
	Iteration 101Q: 3 clusters Score -1.738845e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113099 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -17388502.000000 Penalty: 5856.318359
	Iteration 102Q: 3 clusters Score -1.73885e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113414 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -17388556.000000 Penalty: 5856.318359
	Iteration 103Q: 3 clusters Score -1.738856e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -17388604.000000 Penalty: 5856.318359
	Iteration 104Q: 3 clusters Score -1.73886e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114091 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -17388640.000000 Penalty: 5856.318359
	Iteration 105Q: 3 clusters Score -1.738864e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114469 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -17388710.000000 Penalty: 5856.318359
	Iteration 106Q: 3 clusters Score -1.738871e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114841 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -17388750.000000 Penalty: 5856.318359
	Iteration 107Q: 3 clusters Score -1.738875e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115194 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -17388776.000000 Penalty: 5856.318359
	Iteration 108Q: 3 clusters Score -1.738878e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115578 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -17388836.000000 Penalty: 5856.318359
	Iteration 109Q: 3 clusters Score -1.738884e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115999 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -17388874.000000 Penalty: 5856.318359
	Iteration 110Q: 3 clusters Score -1.738887e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116428 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -17388856.000000 Penalty: 5856.318359
	Iteration 111Q: 3 clusters Score -1.738886e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116880 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -17388922.000000 Penalty: 5856.318359
	Iteration 112Q: 3 clusters Score -1.738892e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117343 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -17389012.000000 Penalty: 5856.318359
	Iteration 113Q: 3 clusters Score -1.738901e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117826 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -17389112.000000 Penalty: 5856.318359
	Iteration 114Q: 3 clusters Score -1.738911e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118315 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -17389176.000000 Penalty: 5856.318359
	Iteration 115Q: 3 clusters Score -1.738918e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118813 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -17389218.000000 Penalty: 5856.318359
	Iteration 116Q: 3 clusters Score -1.738922e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119321 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -17389260.000000 Penalty: 5856.318359
	Iteration 117Q: 3 clusters Score -1.738926e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119832 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -17389338.000000 Penalty: 5856.318359
	Iteration 118Q: 3 clusters Score -1.738934e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120347 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -17389368.000000 Penalty: 5856.318359
	Iteration 119Q: 3 clusters Score -1.738937e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120900 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -17389460.000000 Penalty: 5856.318359
	Iteration 120F: 3 clusters Score -1.738946e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121481 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -17389600.000000 Penalty: 5856.318359
	Iteration 121Q: 3 clusters Score -1.73896e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122073 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -17389748.000000 Penalty: 5856.318359
	Iteration 122Q: 3 clusters Score -1.738975e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122668 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -17389858.000000 Penalty: 5856.318359
	Iteration 123Q: 3 clusters Score -1.738986e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123241 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -17390030.000000 Penalty: 5856.318359
	Iteration 124Q: 3 clusters Score -1.739003e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123836 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -17390166.000000 Penalty: 5856.318359
	Iteration 125Q: 3 clusters Score -1.739017e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124449 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -17390292.000000 Penalty: 5856.318359
	Iteration 126Q: 3 clusters Score -1.739029e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125072 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -17390434.000000 Penalty: 5856.318359
	Iteration 127Q: 3 clusters Score -1.739043e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125685 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -17390566.000000 Penalty: 5856.318359
	Iteration 128Q: 3 clusters Score -1.739057e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126292 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -17390746.000000 Penalty: 5856.318359
	Iteration 129Q: 3 clusters Score -1.739075e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126855 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -17390892.000000 Penalty: 5856.318359
	Iteration 130Q: 3 clusters Score -1.739089e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127406 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -17391086.000000 Penalty: 5856.318359
	Iteration 131Q: 3 clusters Score -1.739109e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127897 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -17391188.000000 Penalty: 5856.318359
	Iteration 132Q: 3 clusters Score -1.739119e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128382 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -17391338.000000 Penalty: 5856.318359
	Iteration 133Q: 3 clusters Score -1.739134e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128799 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -17391496.000000 Penalty: 5856.318359
	Iteration 134Q: 3 clusters Score -1.73915e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129148 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -17391592.000000 Penalty: 5856.318359
	Iteration 135Q: 3 clusters Score -1.739159e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129435 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -17391710.000000 Penalty: 5856.318359
	Iteration 136Q: 3 clusters Score -1.739171e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129675 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -17391754.000000 Penalty: 5856.318359
	Iteration 137Q: 3 clusters Score -1.739175e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129896 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -17391856.000000 Penalty: 5856.318359
	Iteration 138Q: 3 clusters Score -1.739186e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130090 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -17391924.000000 Penalty: 5856.318359
	Iteration 139Q: 3 clusters Score -1.739192e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130294 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -17392032.000000 Penalty: 5856.318359
	Iteration 140F: 3 clusters Score -1.739203e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130460 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -17392080.000000 Penalty: 5856.318359
	Iteration 141Q: 3 clusters Score -1.739208e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130607 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -17392054.000000 Penalty: 5856.318359
	Iteration 142Q: 3 clusters Score -1.739205e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130735 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -17392058.000000 Penalty: 5856.318359
	Iteration 143Q: 3 clusters Score -1.739206e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130833 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -17392110.000000 Penalty: 5856.318359
	Iteration 144Q: 3 clusters Score -1.739211e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130898 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -17392132.000000 Penalty: 5856.318359
	Iteration 145Q: 3 clusters Score -1.739213e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130964 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -17392138.000000 Penalty: 5856.318359
	Iteration 146Q: 3 clusters Score -1.739214e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131037 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -17392160.000000 Penalty: 5856.318359
	Iteration 147Q: 3 clusters Score -1.739216e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131090 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -17392168.000000 Penalty: 5856.318359
	Iteration 148Q: 3 clusters Score -1.739217e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131141 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -17392196.000000 Penalty: 5856.318359
	Iteration 149Q: 3 clusters Score -1.73922e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131182 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -17392196.000000 Penalty: 5856.318359
	Iteration 150Q: 3 clusters Score -1.73922e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131221 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -17392208.000000 Penalty: 5856.318359
	Iteration 151Q: 3 clusters Score -1.739221e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131258 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -17392240.000000 Penalty: 5856.318359
	Iteration 152Q: 3 clusters Score -1.739224e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131296 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -17392218.000000 Penalty: 5856.318359
	Iteration 153Q: 3 clusters Score -1.739222e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131340 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -17392238.000000 Penalty: 5856.318359
	Iteration 154Q: 3 clusters Score -1.739224e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131377 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -17392270.000000 Penalty: 5856.318359
	Iteration 155Q: 3 clusters Score -1.739227e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131415 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -17392270.000000 Penalty: 5856.318359
	Iteration 156Q: 3 clusters Score -1.739227e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131432 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -17392248.000000 Penalty: 5856.318359
	Iteration 157Q: 3 clusters Score -1.739225e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131460 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -17392258.000000 Penalty: 5856.318359
	Iteration 158Q: 3 clusters Score -1.739226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131478 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -17392262.000000 Penalty: 5856.318359
	Iteration 159Q: 3 clusters Score -1.739226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131499 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -17392246.000000 Penalty: 5856.318359
	Iteration 160F: 3 clusters Score -1.739225e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131519 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -17392244.000000 Penalty: 5856.318359
	Iteration 161Q: 3 clusters Score -1.739224e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131538 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -17392244.000000 Penalty: 5856.318359
	Iteration 162Q: 3 clusters Score -1.739224e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131555 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -17392250.000000 Penalty: 5856.318359
	Iteration 163Q: 3 clusters Score -1.739225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131577 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -17392254.000000 Penalty: 5856.318359
	Iteration 164Q: 3 clusters Score -1.739225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131588 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -17392258.000000 Penalty: 5856.318359
	Iteration 165Q: 3 clusters Score -1.739226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131599 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -17392272.000000 Penalty: 5856.318359
	Iteration 166Q: 3 clusters Score -1.739227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131606 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -17392264.000000 Penalty: 5856.318359
	Iteration 167Q: 3 clusters Score -1.739226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131612 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -17392276.000000 Penalty: 5856.318359
	Iteration 168Q: 3 clusters Score -1.739228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131619 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -17392280.000000 Penalty: 5856.318359
	Iteration 169Q: 3 clusters Score -1.739228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131626 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -17392284.000000 Penalty: 5856.318359
	Iteration 170Q: 3 clusters Score -1.739228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131631 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -17392292.000000 Penalty: 5856.318359
	Iteration 171Q: 3 clusters Score -1.739229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131639 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -17392294.000000 Penalty: 5856.318359
	Iteration 172Q: 3 clusters Score -1.739229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131646 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -17392302.000000 Penalty: 5856.318359
	Iteration 173Q: 3 clusters Score -1.73923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131653 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -17392304.000000 Penalty: 5856.318359
	Iteration 174Q: 3 clusters Score -1.73923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131655 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -17392292.000000 Penalty: 5856.318359
	Iteration 175Q: 3 clusters Score -1.739229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131662 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -17392310.000000 Penalty: 5856.318359
	Iteration 176Q: 3 clusters Score -1.739231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131667 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -17392306.000000 Penalty: 5856.318359
	Iteration 177Q: 3 clusters Score -1.739231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131670 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -17392300.000000 Penalty: 5856.318359
	Iteration 178Q: 3 clusters Score -1.73923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131670 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -17392300.000000 Penalty: 5856.318359
	Iteration 179F: 3 clusters Score -1.73923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (125415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125415 members 
Entering Unmasked Estep 
Score: -16049091.000000 Penalty: 2911.367188
	Iteration 0F: 2 clusters Score -1.604909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -15965862.000000 Penalty: 5822.734375
	Iteration 0F: 3 clusters Score -1.596586e+07 nChanged 59782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -16000652.000000 Penalty: 5822.734375
	Iteration 1F: 3 clusters Score -1.600065e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -16001496.000000 Penalty: 5822.734375
	Iteration 2Q: 3 clusters Score -1.60015e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -16002572.000000 Penalty: 5822.734375
	Iteration 3Q: 3 clusters Score -1.600257e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 68457 members 
Entering Unmasked Estep 
Score: -16004054.000000 Penalty: 5822.734375
	Iteration 4Q: 3 clusters Score -1.600405e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -16005900.000000 Penalty: 5822.734375
	Iteration 5Q: 3 clusters Score -1.60059e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -16008499.000000 Penalty: 5822.734375
	Iteration 6Q: 3 clusters Score -1.60085e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -16011789.000000 Penalty: 5822.734375
	Iteration 7F: 3 clusters Score -1.601179e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
Score: -16016063.000000 Penalty: 5822.734375
	Iteration 8F: 3 clusters Score -1.601606e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 93337 members 
Entering Unmasked Estep 
Score: -16021208.000000 Penalty: 5822.734375
	Iteration 9F: 3 clusters Score -1.602121e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -16026841.000000 Penalty: 5822.734375
	Iteration 10F: 3 clusters Score -1.602684e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 107016 members 
Entering Unmasked Estep 
Score: -16032388.000000 Penalty: 5822.734375
	Iteration 11F: 3 clusters Score -1.603239e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 112813 members 
Entering Unmasked Estep 
Score: -16037456.000000 Penalty: 5822.734375
	Iteration 12Q: 3 clusters Score -1.603746e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -16041446.000000 Penalty: 5822.734375
	Iteration 13Q: 3 clusters Score -1.604145e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 119270 members 
Entering Unmasked Estep 
Score: -16043899.000000 Penalty: 5822.734375
	Iteration 14Q: 3 clusters Score -1.60439e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 120343 members 
Entering Unmasked Estep 
Score: -16045600.000000 Penalty: 5822.734375
	Iteration 15Q: 3 clusters Score -1.60456e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 120601 members 
Entering Unmasked Estep 
Score: -16046501.000000 Penalty: 5822.734375
	Iteration 16Q: 3 clusters Score -1.60465e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 120538 members 
Entering Unmasked Estep 
Score: -16047092.000000 Penalty: 5822.734375
	Iteration 17Q: 3 clusters Score -1.604709e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 120331 members 
Entering Unmasked Estep 
Score: -16047418.000000 Penalty: 5822.734375
	Iteration 18Q: 3 clusters Score -1.604742e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 120032 members 
Entering Unmasked Estep 
Score: -16047697.000000 Penalty: 5822.734375
	Iteration 19Q: 3 clusters Score -1.60477e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 119691 members 
Entering Unmasked Estep 
Score: -16048050.000000 Penalty: 5822.734375
	Iteration 20F: 3 clusters Score -1.604805e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 119307 members 
Entering Unmasked Estep 
Score: -16048303.000000 Penalty: 5822.734375
	Iteration 21Q: 3 clusters Score -1.60483e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 118925 members 
Entering Unmasked Estep 
Score: -16048469.000000 Penalty: 5822.734375
	Iteration 22Q: 3 clusters Score -1.604847e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 118487 members 
Entering Unmasked Estep 
Score: -16048623.000000 Penalty: 5822.734375
	Iteration 23Q: 3 clusters Score -1.604862e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 118026 members 
Entering Unmasked Estep 
Score: -16048809.000000 Penalty: 5822.734375
	Iteration 24Q: 3 clusters Score -1.604881e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 117530 members 
Entering Unmasked Estep 
Score: -16049029.000000 Penalty: 5822.734375
	Iteration 25Q: 3 clusters Score -1.604903e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 117014 members 
Entering Unmasked Estep 
Score: -16049248.000000 Penalty: 5822.734375
	Iteration 26Q: 3 clusters Score -1.604925e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 116480 members 
Entering Unmasked Estep 
Score: -16049439.000000 Penalty: 5822.734375
	Iteration 27Q: 3 clusters Score -1.604944e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 115923 members 
Entering Unmasked Estep 
Score: -16049594.000000 Penalty: 5822.734375
	Iteration 28Q: 3 clusters Score -1.604959e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 115322 members 
Entering Unmasked Estep 
Score: -16049766.000000 Penalty: 5822.734375
	Iteration 29Q: 3 clusters Score -1.604977e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 114711 members 
Entering Unmasked Estep 
Score: -16050007.000000 Penalty: 5822.734375
	Iteration 30Q: 3 clusters Score -1.605001e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 114071 members 
Entering Unmasked Estep 
Score: -16050161.000000 Penalty: 5822.734375
	Iteration 31Q: 3 clusters Score -1.605016e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 113413 members 
Entering Unmasked Estep 
Score: -16050345.000000 Penalty: 5822.734375
	Iteration 32Q: 3 clusters Score -1.605034e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 112743 members 
Entering Unmasked Estep 
Score: -16050591.000000 Penalty: 5822.734375
	Iteration 33Q: 3 clusters Score -1.605059e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 112028 members 
Entering Unmasked Estep 
Score: -16050767.000000 Penalty: 5822.734375
	Iteration 34Q: 3 clusters Score -1.605077e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 111290 members 
Entering Unmasked Estep 
Score: -16051063.000000 Penalty: 5822.734375
	Iteration 35Q: 3 clusters Score -1.605106e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 110551 members 
Entering Unmasked Estep 
Score: -16051319.000000 Penalty: 5822.734375
	Iteration 36Q: 3 clusters Score -1.605132e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -16051591.000000 Penalty: 5822.734375
	Iteration 37Q: 3 clusters Score -1.605159e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 109130 members 
Entering Unmasked Estep 
Score: -16051822.000000 Penalty: 5822.734375
	Iteration 38Q: 3 clusters Score -1.605182e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 108483 members 
Entering Unmasked Estep 
Score: -16051962.000000 Penalty: 5822.734375
	Iteration 39Q: 3 clusters Score -1.605196e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 107870 members 
Entering Unmasked Estep 
Score: -16052398.000000 Penalty: 5822.734375
	Iteration 40F: 3 clusters Score -1.60524e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 106986 members 
Entering Unmasked Estep 
Score: -16052714.000000 Penalty: 5822.734375
	Iteration 41Q: 3 clusters Score -1.605271e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 106143 members 
Entering Unmasked Estep 
Score: -16052903.000000 Penalty: 5822.734375
	Iteration 42Q: 3 clusters Score -1.60529e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 105319 members 
Entering Unmasked Estep 
Score: -16053141.000000 Penalty: 5822.734375
	Iteration 43Q: 3 clusters Score -1.605314e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 104588 members 
Entering Unmasked Estep 
Score: -16053364.000000 Penalty: 5822.734375
	Iteration 44Q: 3 clusters Score -1.605336e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 103933 members 
Entering Unmasked Estep 
Score: -16053465.000000 Penalty: 5822.734375
	Iteration 45Q: 3 clusters Score -1.605346e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 103359 members 
Entering Unmasked Estep 
Score: -16053564.000000 Penalty: 5822.734375
	Iteration 46Q: 3 clusters Score -1.605356e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -16053663.000000 Penalty: 5822.734375
	Iteration 47Q: 3 clusters Score -1.605366e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 102347 members 
Entering Unmasked Estep 
Score: -16053758.000000 Penalty: 5822.734375
	Iteration 48Q: 3 clusters Score -1.605376e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
Score: -16053782.000000 Penalty: 5822.734375
	Iteration 49Q: 3 clusters Score -1.605378e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 101555 members 
Entering Unmasked Estep 
Score: -16053838.000000 Penalty: 5822.734375
	Iteration 50Q: 3 clusters Score -1.605384e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -16053899.000000 Penalty: 5822.734375
	Iteration 51Q: 3 clusters Score -1.60539e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 100967 members 
Entering Unmasked Estep 
Score: -16053950.000000 Penalty: 5822.734375
	Iteration 52Q: 3 clusters Score -1.605395e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 100750 members 
Entering Unmasked Estep 
Score: -16053969.000000 Penalty: 5822.734375
	Iteration 53Q: 3 clusters Score -1.605397e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 100585 members 
Entering Unmasked Estep 
Score: -16053989.000000 Penalty: 5822.734375
	Iteration 54Q: 3 clusters Score -1.605399e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -16053965.000000 Penalty: 5822.734375
	Iteration 55Q: 3 clusters Score -1.605396e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 100343 members 
Entering Unmasked Estep 
Score: -16053950.000000 Penalty: 5822.734375
	Iteration 56Q: 3 clusters Score -1.605395e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 100267 members 
Entering Unmasked Estep 
Score: -16053953.000000 Penalty: 5822.734375
	Iteration 57Q: 3 clusters Score -1.605395e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -16053956.000000 Penalty: 5822.734375
	Iteration 58Q: 3 clusters Score -1.605396e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 100127 members 
Entering Unmasked Estep 
Score: -16053965.000000 Penalty: 5822.734375
	Iteration 59Q: 3 clusters Score -1.605396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 100078 members 
Entering Unmasked Estep 
Score: -16053960.000000 Penalty: 5822.734375
	Iteration 60F: 3 clusters Score -1.605396e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 100035 members 
Entering Unmasked Estep 
Score: -16053967.000000 Penalty: 5822.734375
	Iteration 61Q: 3 clusters Score -1.605397e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 99990 members 
Entering Unmasked Estep 
Score: -16053950.000000 Penalty: 5822.734375
	Iteration 62Q: 3 clusters Score -1.605395e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 99950 members 
Entering Unmasked Estep 
Score: -16053972.000000 Penalty: 5822.734375
	Iteration 63Q: 3 clusters Score -1.605397e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -16053978.000000 Penalty: 5822.734375
	Iteration 64Q: 3 clusters Score -1.605398e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -16053978.000000 Penalty: 5822.734375
	Iteration 65Q: 3 clusters Score -1.605398e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 99827 members 
Entering Unmasked Estep 
Score: -16053989.000000 Penalty: 5822.734375
	Iteration 66Q: 3 clusters Score -1.605399e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -16053997.000000 Penalty: 5822.734375
	Iteration 67Q: 3 clusters Score -1.6054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -16053974.000000 Penalty: 5822.734375
	Iteration 68Q: 3 clusters Score -1.605397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 99733 members 
Entering Unmasked Estep 
Score: -16053960.000000 Penalty: 5822.734375
	Iteration 69Q: 3 clusters Score -1.605396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -16053954.000000 Penalty: 5822.734375
	Iteration 70Q: 3 clusters Score -1.605395e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 99689 members 
Entering Unmasked Estep 
Score: -16053969.000000 Penalty: 5822.734375
	Iteration 71Q: 3 clusters Score -1.605397e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
Score: -16053966.000000 Penalty: 5822.734375
	Iteration 72Q: 3 clusters Score -1.605397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 99642 members 
Entering Unmasked Estep 
Score: -16053978.000000 Penalty: 5822.734375
	Iteration 73Q: 3 clusters Score -1.605398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 99623 members 
Entering Unmasked Estep 
Score: -16053973.000000 Penalty: 5822.734375
	Iteration 74Q: 3 clusters Score -1.605397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -16053974.000000 Penalty: 5822.734375
	Iteration 75Q: 3 clusters Score -1.605397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 99597 members 
Entering Unmasked Estep 
Score: -16053979.000000 Penalty: 5822.734375
	Iteration 76Q: 3 clusters Score -1.605398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -16053989.000000 Penalty: 5822.734375
	Iteration 77Q: 3 clusters Score -1.605399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -16053985.000000 Penalty: 5822.734375
	Iteration 78Q: 3 clusters Score -1.605398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 99560 members 
Entering Unmasked Estep 
Score: -16053979.000000 Penalty: 5822.734375
	Iteration 79Q: 3 clusters Score -1.605398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 99553 members 
Entering Unmasked Estep 
Score: -16053970.000000 Penalty: 5822.734375
	Iteration 80F: 3 clusters Score -1.605397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 99548 members 
Entering Unmasked Estep 
Score: -16053981.000000 Penalty: 5822.734375
	Iteration 81Q: 3 clusters Score -1.605398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 99544 members 
Entering Unmasked Estep 
Score: -16053968.000000 Penalty: 5822.734375
	Iteration 82Q: 3 clusters Score -1.605397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 99542 members 
Entering Unmasked Estep 
Score: -16053974.000000 Penalty: 5822.734375
	Iteration 83Q: 3 clusters Score -1.605397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 99541 members 
Entering Unmasked Estep 
Score: -16053973.000000 Penalty: 5822.734375
	Iteration 84Q: 3 clusters Score -1.605397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 99540 members 
Entering Unmasked Estep 
Score: -16053969.000000 Penalty: 5822.734375
	Iteration 85Q: 3 clusters Score -1.605397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -16053963.000000 Penalty: 5822.734375
	Iteration 86Q: 3 clusters Score -1.605396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -16053963.000000 Penalty: 5822.734375
	Iteration 87F: 3 clusters Score -1.605396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286113 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46554 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106261 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14389 members 
Mstep: Class 11 contains 39212 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 25876 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 100623 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22724 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7353 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 13723 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 99539 members 
Entering Unmasked Estep 
Score: -157726640.000000 Penalty: 104539.820312
Splitting cluster 13 changes total score from -157723264.000000 to -157726640.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (5957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Entering Unmasked Estep 
Score: -734831.812500 Penalty: 2155.696045
	Iteration 0F: 2 clusters Score -734831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -729739.062500 Penalty: 4311.392090
	Iteration 0F: 3 clusters Score -729739.1 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -731015.375000 Penalty: 4311.392090
	Iteration 1F: 3 clusters Score -731015.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -731276.062500 Penalty: 4311.392090
	Iteration 2F: 3 clusters Score -731276.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -731471.250000 Penalty: 4311.392090
	Iteration 3F: 3 clusters Score -731471.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -731635.875000 Penalty: 4311.392090
	Iteration 4Q: 3 clusters Score -731635.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -731788.125000 Penalty: 4311.392090
	Iteration 5Q: 3 clusters Score -731788.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -731940.625000 Penalty: 4311.392090
	Iteration 6Q: 3 clusters Score -731940.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -732094.500000 Penalty: 4311.392090
	Iteration 7Q: 3 clusters Score -732094.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -732236.937500 Penalty: 4311.392090
	Iteration 8Q: 3 clusters Score -732236.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -732391.312500 Penalty: 4311.392090
	Iteration 9Q: 3 clusters Score -732391.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -732555.125000 Penalty: 4311.392090
	Iteration 10Q: 3 clusters Score -732555.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -732689.187500 Penalty: 4311.392090
	Iteration 11Q: 3 clusters Score -732689.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -732815.000000 Penalty: 4311.392090
	Iteration 12Q: 3 clusters Score -732815 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -732913.500000 Penalty: 4311.392090
	Iteration 13Q: 3 clusters Score -732913.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -732999.187500 Penalty: 4311.392090
	Iteration 14Q: 3 clusters Score -732999.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -733060.875000 Penalty: 4311.392090
	Iteration 15Q: 3 clusters Score -733060.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -733119.562500 Penalty: 4311.392090
	Iteration 16Q: 3 clusters Score -733119.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -733171.062500 Penalty: 4311.392090
	Iteration 17Q: 3 clusters Score -733171.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -733209.062500 Penalty: 4311.392090
	Iteration 18Q: 3 clusters Score -733209.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -733251.000000 Penalty: 4311.392090
	Iteration 19Q: 3 clusters Score -733251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -733282.312500 Penalty: 4311.392090
	Iteration 20F: 3 clusters Score -733282.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -733311.000000 Penalty: 4311.392090
	Iteration 21Q: 3 clusters Score -733311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -733334.687500 Penalty: 4311.392090
	Iteration 22Q: 3 clusters Score -733334.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -733351.250000 Penalty: 4311.392090
	Iteration 23Q: 3 clusters Score -733351.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -733368.187500 Penalty: 4311.392090
	Iteration 24Q: 3 clusters Score -733368.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -733376.687500 Penalty: 4311.392090
	Iteration 25Q: 3 clusters Score -733376.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -733384.250000 Penalty: 4311.392090
	Iteration 26Q: 3 clusters Score -733384.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -733388.687500 Penalty: 4311.392090
	Iteration 27Q: 3 clusters Score -733388.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -733389.875000 Penalty: 4311.392090
	Iteration 28Q: 3 clusters Score -733389.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -733390.687500 Penalty: 4311.392090
	Iteration 29Q: 3 clusters Score -733390.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -733390.687500 Penalty: 4311.392090
	Iteration 30F: 3 clusters Score -733390.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -277317.125000 Penalty: 1925.545410
	Iteration 0F: 2 clusters Score -277317.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -274596.187500 Penalty: 3851.090820
	Iteration 0F: 3 clusters Score -274596.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -275357.750000 Penalty: 3851.090820
	Iteration 1F: 3 clusters Score -275357.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -275874.312500 Penalty: 3851.090820
	Iteration 2F: 3 clusters Score -275874.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -276391.843750 Penalty: 3851.090820
	Iteration 3F: 3 clusters Score -276391.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -276785.656250 Penalty: 3851.090820
	Iteration 4F: 3 clusters Score -276785.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -277098.812500 Penalty: 3851.090820
	Iteration 5F: 3 clusters Score -277098.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -277508.187500 Penalty: 3851.090820
	Iteration 6F: 3 clusters Score -277508.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -278051.468750 Penalty: 3851.090820
	Iteration 7Q: 3 clusters Score -278051.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -278179.781250 Penalty: 3851.090820
	Iteration 8Q: 3 clusters Score -278179.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -278244.718750 Penalty: 3851.090820
	Iteration 9Q: 3 clusters Score -278244.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -278302.562500 Penalty: 3851.090820
	Iteration 10Q: 3 clusters Score -278302.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -278322.000000 Penalty: 3851.090820
	Iteration 11Q: 3 clusters Score -278322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -278328.031250 Penalty: 3851.090820
	Iteration 12Q: 3 clusters Score -278328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -278333.718750 Penalty: 3851.090820
	Iteration 13Q: 3 clusters Score -278333.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -278340.687500 Penalty: 3851.090820
	Iteration 14Q: 3 clusters Score -278340.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -278343.156250 Penalty: 3851.090820
	Iteration 15Q: 3 clusters Score -278343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -278343.625000 Penalty: 3851.090820
	Iteration 16Q: 3 clusters Score -278343.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -278344.281250 Penalty: 3851.090820
	Iteration 17Q: 3 clusters Score -278344.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -278344.843750 Penalty: 3851.090820
	Iteration 18Q: 3 clusters Score -278344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -278347.156250 Penalty: 3851.090820
	Iteration 19Q: 3 clusters Score -278347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -278349.000000 Penalty: 3851.090820
	Iteration 20F: 3 clusters Score -278349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -278349.656250 Penalty: 3851.090820
	Iteration 21Q: 3 clusters Score -278349.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -278349.656250 Penalty: 3851.090820
	Iteration 22F: 3 clusters Score -278349.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286113 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46554 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106261 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14389 members 
Mstep: Class 11 contains 39212 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 25876 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 100623 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22724 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7353 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 13723 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 99539 members 
Mstep: Class 31 contains 1286 members 
Entering Unmasked Estep 
Score: -157726032.000000 Penalty: 108024.484375
Splitting cluster 15 changes total score from -157723264.000000 to -157726032.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (100623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100623 members 
Entering Unmasked Estep 
Score: -12686703.000000 Penalty: 2856.745850
	Iteration 0F: 2 clusters Score -1.26867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -12619516.000000 Penalty: 5713.491699
	Iteration 0F: 3 clusters Score -1.261952e+07 nChanged 47460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -12647136.000000 Penalty: 5713.491699
	Iteration 1F: 3 clusters Score -1.264714e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -12648138.000000 Penalty: 5713.491699
	Iteration 2Q: 3 clusters Score -1.264814e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -12649590.000000 Penalty: 5713.491699
	Iteration 3Q: 3 clusters Score -1.264959e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -12651134.000000 Penalty: 5713.491699
	Iteration 4Q: 3 clusters Score -1.265113e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -12653371.000000 Penalty: 5713.491699
	Iteration 5Q: 3 clusters Score -1.265337e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -12656757.000000 Penalty: 5713.491699
	Iteration 6F: 3 clusters Score -1.265676e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -12661395.000000 Penalty: 5713.491699
	Iteration 7F: 3 clusters Score -1.26614e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -12667416.000000 Penalty: 5713.491699
	Iteration 8F: 3 clusters Score -1.266742e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -12673144.000000 Penalty: 5713.491699
	Iteration 9F: 3 clusters Score -1.267314e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -12677390.000000 Penalty: 5713.491699
	Iteration 10Q: 3 clusters Score -1.267739e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 92527 members 
Entering Unmasked Estep 
Score: -12680242.000000 Penalty: 5713.491699
	Iteration 11Q: 3 clusters Score -1.268024e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -12682044.000000 Penalty: 5713.491699
	Iteration 12Q: 3 clusters Score -1.268204e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 96131 members 
Entering Unmasked Estep 
Score: -12683202.000000 Penalty: 5713.491699
	Iteration 13Q: 3 clusters Score -1.26832e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 97026 members 
Entering Unmasked Estep 
Score: -12683824.000000 Penalty: 5713.491699
	Iteration 14Q: 3 clusters Score -1.268382e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -12684252.000000 Penalty: 5713.491699
	Iteration 15Q: 3 clusters Score -1.268425e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 97996 members 
Entering Unmasked Estep 
Score: -12684496.000000 Penalty: 5713.491699
	Iteration 16Q: 3 clusters Score -1.26845e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 98249 members 
Entering Unmasked Estep 
Score: -12684653.000000 Penalty: 5713.491699
	Iteration 17Q: 3 clusters Score -1.268465e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 98422 members 
Entering Unmasked Estep 
Score: -12684768.000000 Penalty: 5713.491699
	Iteration 18Q: 3 clusters Score -1.268477e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 98533 members 
Entering Unmasked Estep 
Score: -12684831.000000 Penalty: 5713.491699
	Iteration 19Q: 3 clusters Score -1.268483e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 98614 members 
Entering Unmasked Estep 
Score: -12684858.000000 Penalty: 5713.491699
	Iteration 20F: 3 clusters Score -1.268486e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 98689 members 
Entering Unmasked Estep 
Score: -12684896.000000 Penalty: 5713.491699
	Iteration 21Q: 3 clusters Score -1.26849e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 98739 members 
Entering Unmasked Estep 
Score: -12684917.000000 Penalty: 5713.491699
	Iteration 22Q: 3 clusters Score -1.268492e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -12684919.000000 Penalty: 5713.491699
	Iteration 23Q: 3 clusters Score -1.268492e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 98822 members 
Entering Unmasked Estep 
Score: -12684953.000000 Penalty: 5713.491699
	Iteration 24Q: 3 clusters Score -1.268495e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -12684975.000000 Penalty: 5713.491699
	Iteration 25Q: 3 clusters Score -1.268498e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 98884 members 
Entering Unmasked Estep 
Score: -12684974.000000 Penalty: 5713.491699
	Iteration 26Q: 3 clusters Score -1.268497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 98900 members 
Entering Unmasked Estep 
Score: -12684996.000000 Penalty: 5713.491699
	Iteration 27Q: 3 clusters Score -1.2685e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 98916 members 
Entering Unmasked Estep 
Score: -12684987.000000 Penalty: 5713.491699
	Iteration 28Q: 3 clusters Score -1.268499e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 98931 members 
Entering Unmasked Estep 
Score: -12684997.000000 Penalty: 5713.491699
	Iteration 29Q: 3 clusters Score -1.2685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 98936 members 
Entering Unmasked Estep 
Score: -12684991.000000 Penalty: 5713.491699
	Iteration 30Q: 3 clusters Score -1.268499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 98935 members 
Entering Unmasked Estep 
Score: -12684995.000000 Penalty: 5713.491699
	Iteration 31Q: 3 clusters Score -1.2685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 98935 members 
Entering Unmasked Estep 
Score: -12684986.000000 Penalty: 5713.491699
	Iteration 32Q: 3 clusters Score -1.268499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 98935 members 
Entering Unmasked Estep 
Score: -12684986.000000 Penalty: 5713.491699
	Iteration 33F: 3 clusters Score -1.268499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -709394.437500 Penalty: 2140.546631
	Iteration 0F: 2 clusters Score -709394.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -704517.500000 Penalty: 4281.093262
	Iteration 0F: 3 clusters Score -704517.5 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -705723.250000 Penalty: 4281.093262
	Iteration 1F: 3 clusters Score -705723.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -705946.312500 Penalty: 4281.093262
	Iteration 2F: 3 clusters Score -705946.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -706077.562500 Penalty: 4281.093262
	Iteration 3Q: 3 clusters Score -706077.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -706175.125000 Penalty: 4281.093262
	Iteration 4Q: 3 clusters Score -706175.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -706257.125000 Penalty: 4281.093262
	Iteration 5Q: 3 clusters Score -706257.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -706343.500000 Penalty: 4281.093262
	Iteration 6Q: 3 clusters Score -706343.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -706428.562500 Penalty: 4281.093262
	Iteration 7Q: 3 clusters Score -706428.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -706526.312500 Penalty: 4281.093262
	Iteration 8Q: 3 clusters Score -706526.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -706646.937500 Penalty: 4281.093262
	Iteration 9Q: 3 clusters Score -706646.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -706778.312500 Penalty: 4281.093262
	Iteration 10Q: 3 clusters Score -706778.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -706899.250000 Penalty: 4281.093262
	Iteration 11Q: 3 clusters Score -706899.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -707019.937500 Penalty: 4281.093262
	Iteration 12Q: 3 clusters Score -707019.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -707130.937500 Penalty: 4281.093262
	Iteration 13Q: 3 clusters Score -707130.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -707217.187500 Penalty: 4281.093262
	Iteration 14Q: 3 clusters Score -707217.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -707293.562500 Penalty: 4281.093262
	Iteration 15Q: 3 clusters Score -707293.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -707357.812500 Penalty: 4281.093262
	Iteration 16Q: 3 clusters Score -707357.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -707415.125000 Penalty: 4281.093262
	Iteration 17Q: 3 clusters Score -707415.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -707445.562500 Penalty: 4281.093262
	Iteration 18Q: 3 clusters Score -707445.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -707477.187500 Penalty: 4281.093262
	Iteration 19Q: 3 clusters Score -707477.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -707502.687500 Penalty: 4281.093262
	Iteration 20F: 3 clusters Score -707502.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -707523.312500 Penalty: 4281.093262
	Iteration 21Q: 3 clusters Score -707523.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -707540.687500 Penalty: 4281.093262
	Iteration 22Q: 3 clusters Score -707540.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -707549.375000 Penalty: 4281.093262
	Iteration 23Q: 3 clusters Score -707549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -707554.500000 Penalty: 4281.093262
	Iteration 24Q: 3 clusters Score -707554.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -707563.500000 Penalty: 4281.093262
	Iteration 25Q: 3 clusters Score -707563.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -707575.750000 Penalty: 4281.093262
	Iteration 26Q: 3 clusters Score -707575.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -707581.312500 Penalty: 4281.093262
	Iteration 27Q: 3 clusters Score -707581.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -707589.687500 Penalty: 4281.093262
	Iteration 28Q: 3 clusters Score -707589.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -707596.125000 Penalty: 4281.093262
	Iteration 29Q: 3 clusters Score -707596.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -707607.062500 Penalty: 4281.093262
	Iteration 30Q: 3 clusters Score -707607.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -707612.875000 Penalty: 4281.093262
	Iteration 31Q: 3 clusters Score -707612.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -707616.562500 Penalty: 4281.093262
	Iteration 32Q: 3 clusters Score -707616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -707621.000000 Penalty: 4281.093262
	Iteration 33Q: 3 clusters Score -707621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -707624.562500 Penalty: 4281.093262
	Iteration 34Q: 3 clusters Score -707624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -707626.625000 Penalty: 4281.093262
	Iteration 35Q: 3 clusters Score -707626.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -707632.250000 Penalty: 4281.093262
	Iteration 36Q: 3 clusters Score -707632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -707635.062500 Penalty: 4281.093262
	Iteration 37Q: 3 clusters Score -707635.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -707637.375000 Penalty: 4281.093262
	Iteration 38Q: 3 clusters Score -707637.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -707638.687500 Penalty: 4281.093262
	Iteration 39Q: 3 clusters Score -707638.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -707639.125000 Penalty: 4281.093262
	Iteration 40F: 3 clusters Score -707639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -707640.750000 Penalty: 4281.093262
	Iteration 41Q: 3 clusters Score -707640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -707640.750000 Penalty: 4281.093262
	Iteration 42F: 3 clusters Score -707640.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Entering Unmasked Estep 
Score: -2657757.250000 Penalty: 2487.731689
	Iteration 0F: 2 clusters Score -2657757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2641868.500000 Penalty: 4975.463379
	Iteration 0F: 3 clusters Score -2641868 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2647945.000000 Penalty: 4975.463379
	Iteration 1F: 3 clusters Score -2647945 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2648760.250000 Penalty: 4975.463379
	Iteration 2F: 3 clusters Score -2648760 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2649549.500000 Penalty: 4975.463379
	Iteration 3F: 3 clusters Score -2649550 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2650279.500000 Penalty: 4975.463379
	Iteration 4F: 3 clusters Score -2650280 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2650967.000000 Penalty: 4975.463379
	Iteration 5F: 3 clusters Score -2650967 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2651641.750000 Penalty: 4975.463379
	Iteration 6F: 3 clusters Score -2651642 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2652241.750000 Penalty: 4975.463379
	Iteration 7Q: 3 clusters Score -2652242 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2652784.500000 Penalty: 4975.463379
	Iteration 8Q: 3 clusters Score -2652784 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2653281.750000 Penalty: 4975.463379
	Iteration 9Q: 3 clusters Score -2653282 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2653720.000000 Penalty: 4975.463379
	Iteration 10Q: 3 clusters Score -2653720 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2654037.000000 Penalty: 4975.463379
	Iteration 11Q: 3 clusters Score -2654037 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2654213.250000 Penalty: 4975.463379
	Iteration 12Q: 3 clusters Score -2654213 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2654334.250000 Penalty: 4975.463379
	Iteration 13Q: 3 clusters Score -2654334 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2654435.000000 Penalty: 4975.463379
	Iteration 14Q: 3 clusters Score -2654435 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2654528.750000 Penalty: 4975.463379
	Iteration 15Q: 3 clusters Score -2654529 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2654581.000000 Penalty: 4975.463379
	Iteration 16Q: 3 clusters Score -2654581 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2654631.000000 Penalty: 4975.463379
	Iteration 17Q: 3 clusters Score -2654631 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2654712.000000 Penalty: 4975.463379
	Iteration 18Q: 3 clusters Score -2654712 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2654793.500000 Penalty: 4975.463379
	Iteration 19Q: 3 clusters Score -2654794 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2654885.750000 Penalty: 4975.463379
	Iteration 20F: 3 clusters Score -2654886 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2654993.000000 Penalty: 4975.463379
	Iteration 21Q: 3 clusters Score -2654993 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2655094.750000 Penalty: 4975.463379
	Iteration 22Q: 3 clusters Score -2655095 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2655173.250000 Penalty: 4975.463379
	Iteration 23Q: 3 clusters Score -2655173 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2655244.500000 Penalty: 4975.463379
	Iteration 24Q: 3 clusters Score -2655244 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2655304.500000 Penalty: 4975.463379
	Iteration 25Q: 3 clusters Score -2655304 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2655351.750000 Penalty: 4975.463379
	Iteration 26Q: 3 clusters Score -2655352 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2655394.500000 Penalty: 4975.463379
	Iteration 27Q: 3 clusters Score -2655394 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2655441.250000 Penalty: 4975.463379
	Iteration 28Q: 3 clusters Score -2655441 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2655486.000000 Penalty: 4975.463379
	Iteration 29Q: 3 clusters Score -2655486 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2655515.000000 Penalty: 4975.463379
	Iteration 30Q: 3 clusters Score -2655515 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2655540.250000 Penalty: 4975.463379
	Iteration 31Q: 3 clusters Score -2655540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2655565.000000 Penalty: 4975.463379
	Iteration 32Q: 3 clusters Score -2655565 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2655588.750000 Penalty: 4975.463379
	Iteration 33Q: 3 clusters Score -2655589 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2655616.500000 Penalty: 4975.463379
	Iteration 34Q: 3 clusters Score -2655616 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2655646.750000 Penalty: 4975.463379
	Iteration 35Q: 3 clusters Score -2655647 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2655676.500000 Penalty: 4975.463379
	Iteration 36Q: 3 clusters Score -2655676 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2655705.750000 Penalty: 4975.463379
	Iteration 37Q: 3 clusters Score -2655706 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2655737.250000 Penalty: 4975.463379
	Iteration 38Q: 3 clusters Score -2655737 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2655772.000000 Penalty: 4975.463379
	Iteration 39Q: 3 clusters Score -2655772 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2655806.250000 Penalty: 4975.463379
	Iteration 40F: 3 clusters Score -2655806 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2655829.000000 Penalty: 4975.463379
	Iteration 41Q: 3 clusters Score -2655829 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2655859.000000 Penalty: 4975.463379
	Iteration 42Q: 3 clusters Score -2655859 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2655876.000000 Penalty: 4975.463379
	Iteration 43Q: 3 clusters Score -2655876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2655903.500000 Penalty: 4975.463379
	Iteration 44Q: 3 clusters Score -2655904 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2655927.500000 Penalty: 4975.463379
	Iteration 45Q: 3 clusters Score -2655928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2655948.250000 Penalty: 4975.463379
	Iteration 46Q: 3 clusters Score -2655948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2655971.000000 Penalty: 4975.463379
	Iteration 47Q: 3 clusters Score -2655971 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2656004.000000 Penalty: 4975.463379
	Iteration 48Q: 3 clusters Score -2656004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2656018.750000 Penalty: 4975.463379
	Iteration 49Q: 3 clusters Score -2656019 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2656040.250000 Penalty: 4975.463379
	Iteration 50Q: 3 clusters Score -2656040 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2656064.500000 Penalty: 4975.463379
	Iteration 51Q: 3 clusters Score -2656064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2656092.500000 Penalty: 4975.463379
	Iteration 52Q: 3 clusters Score -2656092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2656111.000000 Penalty: 4975.463379
	Iteration 53Q: 3 clusters Score -2656111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2656122.750000 Penalty: 4975.463379
	Iteration 54Q: 3 clusters Score -2656123 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2656149.250000 Penalty: 4975.463379
	Iteration 55Q: 3 clusters Score -2656149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2656157.750000 Penalty: 4975.463379
	Iteration 56Q: 3 clusters Score -2656158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2656176.250000 Penalty: 4975.463379
	Iteration 57Q: 3 clusters Score -2656176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2656185.500000 Penalty: 4975.463379
	Iteration 58Q: 3 clusters Score -2656186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2656193.000000 Penalty: 4975.463379
	Iteration 59Q: 3 clusters Score -2656193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2656197.500000 Penalty: 4975.463379
	Iteration 60F: 3 clusters Score -2656198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2656208.000000 Penalty: 4975.463379
	Iteration 61Q: 3 clusters Score -2656208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2656212.250000 Penalty: 4975.463379
	Iteration 62Q: 3 clusters Score -2656212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2656212.750000 Penalty: 4975.463379
	Iteration 63Q: 3 clusters Score -2656213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2656219.000000 Penalty: 4975.463379
	Iteration 64Q: 3 clusters Score -2656219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2656225.250000 Penalty: 4975.463379
	Iteration 65Q: 3 clusters Score -2656225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2656231.250000 Penalty: 4975.463379
	Iteration 66Q: 3 clusters Score -2656231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2656234.750000 Penalty: 4975.463379
	Iteration 67Q: 3 clusters Score -2656235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2656236.000000 Penalty: 4975.463379
	Iteration 68Q: 3 clusters Score -2656236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2656233.250000 Penalty: 4975.463379
	Iteration 69Q: 3 clusters Score -2656233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2656238.000000 Penalty: 4975.463379
	Iteration 70Q: 3 clusters Score -2656238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2656237.500000 Penalty: 4975.463379
	Iteration 71Q: 3 clusters Score -2656238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2656238.250000 Penalty: 4975.463379
	Iteration 72Q: 3 clusters Score -2656238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2656237.250000 Penalty: 4975.463379
	Iteration 73Q: 3 clusters Score -2656237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2656235.750000 Penalty: 4975.463379
	Iteration 74Q: 3 clusters Score -2656236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2656233.750000 Penalty: 4975.463379
	Iteration 75Q: 3 clusters Score -2656234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2656233.750000 Penalty: 4975.463379
	Iteration 76Q: 3 clusters Score -2656234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2656232.000000 Penalty: 4975.463379
	Iteration 77Q: 3 clusters Score -2656232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2656236.250000 Penalty: 4975.463379
	Iteration 78Q: 3 clusters Score -2656236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2656239.750000 Penalty: 4975.463379
	Iteration 79Q: 3 clusters Score -2656240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2656244.250000 Penalty: 4975.463379
	Iteration 80F: 3 clusters Score -2656244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2656239.750000 Penalty: 4975.463379
	Iteration 81Q: 3 clusters Score -2656240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2656240.750000 Penalty: 4975.463379
	Iteration 82Q: 3 clusters Score -2656241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2656242.500000 Penalty: 4975.463379
	Iteration 83Q: 3 clusters Score -2656242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2656243.250000 Penalty: 4975.463379
	Iteration 84Q: 3 clusters Score -2656243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2656244.500000 Penalty: 4975.463379
	Iteration 85Q: 3 clusters Score -2656244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2656243.000000 Penalty: 4975.463379
	Iteration 86Q: 3 clusters Score -2656243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2656246.250000 Penalty: 4975.463379
	Iteration 87Q: 3 clusters Score -2656246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2656246.250000 Penalty: 4975.463379
	Iteration 88F: 3 clusters Score -2656246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (67616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Entering Unmasked Estep 
Score: -8641869.000000 Penalty: 2758.156738
	Iteration 0F: 2 clusters Score -8641869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -8596224.000000 Penalty: 5516.313477
	Iteration 0F: 3 clusters Score -8596224 nChanged 31680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -8614376.000000 Penalty: 5516.313477
	Iteration 1F: 3 clusters Score -8614376 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -8615436.000000 Penalty: 5516.313477
	Iteration 2Q: 3 clusters Score -8615436 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -8616937.000000 Penalty: 5516.313477
	Iteration 3Q: 3 clusters Score -8616937 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -8619042.000000 Penalty: 5516.313477
	Iteration 4F: 3 clusters Score -8619042 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -8621487.000000 Penalty: 5516.313477
	Iteration 5F: 3 clusters Score -8621487 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -8623802.000000 Penalty: 5516.313477
	Iteration 6F: 3 clusters Score -8623802 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -8625604.000000 Penalty: 5516.313477
	Iteration 7F: 3 clusters Score -8625604 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -8626795.000000 Penalty: 5516.313477
	Iteration 8Q: 3 clusters Score -8626795 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -8627611.000000 Penalty: 5516.313477
	Iteration 9Q: 3 clusters Score -8627611 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -8628133.000000 Penalty: 5516.313477
	Iteration 10Q: 3 clusters Score -8628133 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -8628492.000000 Penalty: 5516.313477
	Iteration 11Q: 3 clusters Score -8628492 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -8628779.000000 Penalty: 5516.313477
	Iteration 12Q: 3 clusters Score -8628779 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -8629123.000000 Penalty: 5516.313477
	Iteration 13Q: 3 clusters Score -8629123 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -8629620.000000 Penalty: 5516.313477
	Iteration 14Q: 3 clusters Score -8629620 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -8630122.000000 Penalty: 5516.313477
	Iteration 15Q: 3 clusters Score -8630122 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -8630826.000000 Penalty: 5516.313477
	Iteration 16Q: 3 clusters Score -8630826 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -8631835.000000 Penalty: 5516.313477
	Iteration 17Q: 3 clusters Score -8631835 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -8632975.000000 Penalty: 5516.313477
	Iteration 18Q: 3 clusters Score -8632975 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -8634169.000000 Penalty: 5516.313477
	Iteration 19Q: 3 clusters Score -8634169 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -8635336.000000 Penalty: 5516.313477
	Iteration 20F: 3 clusters Score -8635336 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -8636366.000000 Penalty: 5516.313477
	Iteration 21Q: 3 clusters Score -8636366 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8637307.000000 Penalty: 5516.313477
	Iteration 22Q: 3 clusters Score -8637307 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8638096.000000 Penalty: 5516.313477
	Iteration 23Q: 3 clusters Score -8638096 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8638603.000000 Penalty: 5516.313477
	Iteration 24Q: 3 clusters Score -8638603 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8638954.000000 Penalty: 5516.313477
	Iteration 25Q: 3 clusters Score -8638954 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8639136.000000 Penalty: 5516.313477
	Iteration 26Q: 3 clusters Score -8639136 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8639223.000000 Penalty: 5516.313477
	Iteration 27Q: 3 clusters Score -8639223 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8639332.000000 Penalty: 5516.313477
	Iteration 28Q: 3 clusters Score -8639332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8639385.000000 Penalty: 5516.313477
	Iteration 29Q: 3 clusters Score -8639385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8639411.000000 Penalty: 5516.313477
	Iteration 30Q: 3 clusters Score -8639411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8639433.000000 Penalty: 5516.313477
	Iteration 31Q: 3 clusters Score -8639433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8639451.000000 Penalty: 5516.313477
	Iteration 32Q: 3 clusters Score -8639451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8639453.000000 Penalty: 5516.313477
	Iteration 33Q: 3 clusters Score -8639453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8639474.000000 Penalty: 5516.313477
	Iteration 34Q: 3 clusters Score -8639474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8639490.000000 Penalty: 5516.313477
	Iteration 35Q: 3 clusters Score -8639490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8639495.000000 Penalty: 5516.313477
	Iteration 36Q: 3 clusters Score -8639495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8639505.000000 Penalty: 5516.313477
	Iteration 37Q: 3 clusters Score -8639505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8639524.000000 Penalty: 5516.313477
	Iteration 38Q: 3 clusters Score -8639524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8639525.000000 Penalty: 5516.313477
	Iteration 39Q: 3 clusters Score -8639525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67142 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8639528.000000 Penalty: 5516.313477
	Iteration 40F: 3 clusters Score -8639528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8639517.000000 Penalty: 5516.313477
	Iteration 41Q: 3 clusters Score -8639517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8639519.000000 Penalty: 5516.313477
	Iteration 42Q: 3 clusters Score -8639519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8639524.000000 Penalty: 5516.313477
	Iteration 43Q: 3 clusters Score -8639524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8639525.000000 Penalty: 5516.313477
	Iteration 44Q: 3 clusters Score -8639525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8639519.000000 Penalty: 5516.313477
	Iteration 45Q: 3 clusters Score -8639519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8639525.000000 Penalty: 5516.313477
	Iteration 46Q: 3 clusters Score -8639525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8639532.000000 Penalty: 5516.313477
	Iteration 47Q: 3 clusters Score -8639532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67157 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8639538.000000 Penalty: 5516.313477
	Iteration 48Q: 3 clusters Score -8639538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8639544.000000 Penalty: 5516.313477
	Iteration 49Q: 3 clusters Score -8639544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8639543.000000 Penalty: 5516.313477
	Iteration 50Q: 3 clusters Score -8639543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8639546.000000 Penalty: 5516.313477
	Iteration 51Q: 3 clusters Score -8639546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8639552.000000 Penalty: 5516.313477
	Iteration 52Q: 3 clusters Score -8639552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8639560.000000 Penalty: 5516.313477
	Iteration 53Q: 3 clusters Score -8639560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8639555.000000 Penalty: 5516.313477
	Iteration 54Q: 3 clusters Score -8639555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8639555.000000 Penalty: 5516.313477
	Iteration 55Q: 3 clusters Score -8639555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8639556.000000 Penalty: 5516.313477
	Iteration 56Q: 3 clusters Score -8639556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8639556.000000 Penalty: 5516.313477
	Iteration 57F: 3 clusters Score -8639556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -2729376.750000 Penalty: 2473.319092
	Iteration 0F: 2 clusters Score -2729377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2714350.000000 Penalty: 4946.638184
	Iteration 0F: 3 clusters Score -2714350 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2719472.750000 Penalty: 4946.638184
	Iteration 1F: 3 clusters Score -2719473 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2719982.250000 Penalty: 4946.638184
	Iteration 2F: 3 clusters Score -2719982 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2720447.000000 Penalty: 4946.638184
	Iteration 3F: 3 clusters Score -2720447 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2720975.250000 Penalty: 4946.638184
	Iteration 4Q: 3 clusters Score -2720975 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2721648.500000 Penalty: 4946.638184
	Iteration 5F: 3 clusters Score -2721648 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2722478.500000 Penalty: 4946.638184
	Iteration 6F: 3 clusters Score -2722478 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2723408.250000 Penalty: 4946.638184
	Iteration 7F: 3 clusters Score -2723408 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2724203.500000 Penalty: 4946.638184
	Iteration 8F: 3 clusters Score -2724204 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2724698.500000 Penalty: 4946.638184
	Iteration 9Q: 3 clusters Score -2724698 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2725038.750000 Penalty: 4946.638184
	Iteration 10Q: 3 clusters Score -2725039 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2725275.750000 Penalty: 4946.638184
	Iteration 11Q: 3 clusters Score -2725276 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2725417.500000 Penalty: 4946.638184
	Iteration 12Q: 3 clusters Score -2725418 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2725533.500000 Penalty: 4946.638184
	Iteration 13Q: 3 clusters Score -2725534 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2725609.750000 Penalty: 4946.638184
	Iteration 14Q: 3 clusters Score -2725610 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2725681.750000 Penalty: 4946.638184
	Iteration 15Q: 3 clusters Score -2725682 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2725747.750000 Penalty: 4946.638184
	Iteration 16Q: 3 clusters Score -2725748 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2725820.750000 Penalty: 4946.638184
	Iteration 17Q: 3 clusters Score -2725821 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2725893.750000 Penalty: 4946.638184
	Iteration 18Q: 3 clusters Score -2725894 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2725976.750000 Penalty: 4946.638184
	Iteration 19Q: 3 clusters Score -2725977 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2726067.250000 Penalty: 4946.638184
	Iteration 20F: 3 clusters Score -2726067 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2726165.500000 Penalty: 4946.638184
	Iteration 21Q: 3 clusters Score -2726166 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2726260.750000 Penalty: 4946.638184
	Iteration 22Q: 3 clusters Score -2726261 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2726377.250000 Penalty: 4946.638184
	Iteration 23Q: 3 clusters Score -2726377 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2726484.750000 Penalty: 4946.638184
	Iteration 24Q: 3 clusters Score -2726485 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2726616.750000 Penalty: 4946.638184
	Iteration 25Q: 3 clusters Score -2726617 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2726761.250000 Penalty: 4946.638184
	Iteration 26Q: 3 clusters Score -2726761 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2726963.750000 Penalty: 4946.638184
	Iteration 27Q: 3 clusters Score -2726964 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2727162.000000 Penalty: 4946.638184
	Iteration 28Q: 3 clusters Score -2727162 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2727334.750000 Penalty: 4946.638184
	Iteration 29Q: 3 clusters Score -2727335 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2727466.750000 Penalty: 4946.638184
	Iteration 30Q: 3 clusters Score -2727467 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2727561.000000 Penalty: 4946.638184
	Iteration 31Q: 3 clusters Score -2727561 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2727607.500000 Penalty: 4946.638184
	Iteration 32Q: 3 clusters Score -2727608 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2727660.500000 Penalty: 4946.638184
	Iteration 33Q: 3 clusters Score -2727660 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2727687.000000 Penalty: 4946.638184
	Iteration 34Q: 3 clusters Score -2727687 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2727720.250000 Penalty: 4946.638184
	Iteration 35Q: 3 clusters Score -2727720 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2727745.750000 Penalty: 4946.638184
	Iteration 36Q: 3 clusters Score -2727746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2727765.500000 Penalty: 4946.638184
	Iteration 37Q: 3 clusters Score -2727766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2727776.000000 Penalty: 4946.638184
	Iteration 38Q: 3 clusters Score -2727776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2727810.000000 Penalty: 4946.638184
	Iteration 39Q: 3 clusters Score -2727810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2727818.000000 Penalty: 4946.638184
	Iteration 40F: 3 clusters Score -2727818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2727830.750000 Penalty: 4946.638184
	Iteration 41Q: 3 clusters Score -2727831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2727845.000000 Penalty: 4946.638184
	Iteration 42Q: 3 clusters Score -2727845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2727847.250000 Penalty: 4946.638184
	Iteration 43Q: 3 clusters Score -2727847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2727851.250000 Penalty: 4946.638184
	Iteration 44Q: 3 clusters Score -2727851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2727854.750000 Penalty: 4946.638184
	Iteration 45Q: 3 clusters Score -2727855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2727864.000000 Penalty: 4946.638184
	Iteration 46Q: 3 clusters Score -2727864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2727863.000000 Penalty: 4946.638184
	Iteration 47Q: 3 clusters Score -2727863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2727871.750000 Penalty: 4946.638184
	Iteration 48Q: 3 clusters Score -2727872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2727885.000000 Penalty: 4946.638184
	Iteration 49Q: 3 clusters Score -2727885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2727884.750000 Penalty: 4946.638184
	Iteration 50Q: 3 clusters Score -2727885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2727887.500000 Penalty: 4946.638184
	Iteration 51Q: 3 clusters Score -2727888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2727893.500000 Penalty: 4946.638184
	Iteration 52Q: 3 clusters Score -2727894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2727899.250000 Penalty: 4946.638184
	Iteration 53Q: 3 clusters Score -2727899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2727901.000000 Penalty: 4946.638184
	Iteration 54Q: 3 clusters Score -2727901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2727902.250000 Penalty: 4946.638184
	Iteration 55Q: 3 clusters Score -2727902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2727909.250000 Penalty: 4946.638184
	Iteration 56Q: 3 clusters Score -2727909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2727912.500000 Penalty: 4946.638184
	Iteration 57Q: 3 clusters Score -2727912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2727911.750000 Penalty: 4946.638184
	Iteration 58Q: 3 clusters Score -2727912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2727913.000000 Penalty: 4946.638184
	Iteration 59Q: 3 clusters Score -2727913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2727914.000000 Penalty: 4946.638184
	Iteration 60F: 3 clusters Score -2727914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2727915.250000 Penalty: 4946.638184
	Iteration 61Q: 3 clusters Score -2727915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2727918.250000 Penalty: 4946.638184
	Iteration 62Q: 3 clusters Score -2727918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2727915.750000 Penalty: 4946.638184
	Iteration 63Q: 3 clusters Score -2727916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2727914.000000 Penalty: 4946.638184
	Iteration 64Q: 3 clusters Score -2727914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2727917.500000 Penalty: 4946.638184
	Iteration 65Q: 3 clusters Score -2727918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2727917.750000 Penalty: 4946.638184
	Iteration 66Q: 3 clusters Score -2727918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2727919.500000 Penalty: 4946.638184
	Iteration 67Q: 3 clusters Score -2727920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2727917.500000 Penalty: 4946.638184
	Iteration 68Q: 3 clusters Score -2727918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2727921.000000 Penalty: 4946.638184
	Iteration 69Q: 3 clusters Score -2727921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2727921.500000 Penalty: 4946.638184
	Iteration 70Q: 3 clusters Score -2727922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2727921.500000 Penalty: 4946.638184
	Iteration 71F: 3 clusters Score -2727922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -509822.000000 Penalty: 2063.893555
	Iteration 0F: 2 clusters Score -509822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -505830.906250 Penalty: 4127.787109
	Iteration 0F: 3 clusters Score -505830.9 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -506717.906250 Penalty: 4127.787109
	Iteration 1F: 3 clusters Score -506717.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -506998.968750 Penalty: 4127.787109
	Iteration 2F: 3 clusters Score -506999 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -507241.406250 Penalty: 4127.787109
	Iteration 3F: 3 clusters Score -507241.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -507448.750000 Penalty: 4127.787109
	Iteration 4F: 3 clusters Score -507448.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -507596.468750 Penalty: 4127.787109
	Iteration 5Q: 3 clusters Score -507596.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -507722.500000 Penalty: 4127.787109
	Iteration 6Q: 3 clusters Score -507722.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -507814.062500 Penalty: 4127.787109
	Iteration 7Q: 3 clusters Score -507814.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -507906.000000 Penalty: 4127.787109
	Iteration 8Q: 3 clusters Score -507906 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -507993.093750 Penalty: 4127.787109
	Iteration 9Q: 3 clusters Score -507993.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -508057.906250 Penalty: 4127.787109
	Iteration 10Q: 3 clusters Score -508057.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -508112.843750 Penalty: 4127.787109
	Iteration 11Q: 3 clusters Score -508112.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -508157.718750 Penalty: 4127.787109
	Iteration 12Q: 3 clusters Score -508157.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -508207.406250 Penalty: 4127.787109
	Iteration 13Q: 3 clusters Score -508207.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -508250.968750 Penalty: 4127.787109
	Iteration 14Q: 3 clusters Score -508251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -508286.718750 Penalty: 4127.787109
	Iteration 15Q: 3 clusters Score -508286.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -508314.062500 Penalty: 4127.787109
	Iteration 16Q: 3 clusters Score -508314.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -508334.156250 Penalty: 4127.787109
	Iteration 17Q: 3 clusters Score -508334.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -508353.781250 Penalty: 4127.787109
	Iteration 18Q: 3 clusters Score -508353.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -508364.625000 Penalty: 4127.787109
	Iteration 19Q: 3 clusters Score -508364.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -508370.750000 Penalty: 4127.787109
	Iteration 20F: 3 clusters Score -508370.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -508375.187500 Penalty: 4127.787109
	Iteration 21Q: 3 clusters Score -508375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -508376.375000 Penalty: 4127.787109
	Iteration 22Q: 3 clusters Score -508376.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -508378.843750 Penalty: 4127.787109
	Iteration 23Q: 3 clusters Score -508378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -508380.375000 Penalty: 4127.787109
	Iteration 24Q: 3 clusters Score -508380.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -508381.125000 Penalty: 4127.787109
	Iteration 25Q: 3 clusters Score -508381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -508383.406250 Penalty: 4127.787109
	Iteration 26Q: 3 clusters Score -508383.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -508386.968750 Penalty: 4127.787109
	Iteration 27Q: 3 clusters Score -508387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -508387.156250 Penalty: 4127.787109
	Iteration 28Q: 3 clusters Score -508387.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -508387.156250 Penalty: 4127.787109
	Iteration 29F: 3 clusters Score -508387.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -884265.125000 Penalty: 2207.910156
	Iteration 0F: 2 clusters Score -884265.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -878224.812500 Penalty: 4415.820312
	Iteration 0F: 3 clusters Score -878224.8 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -880048.437500 Penalty: 4415.820312
	Iteration 1F: 3 clusters Score -880048.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -880605.000000 Penalty: 4415.820312
	Iteration 2F: 3 clusters Score -880605 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -881081.875000 Penalty: 4415.820312
	Iteration 3F: 3 clusters Score -881081.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -881489.875000 Penalty: 4415.820312
	Iteration 4F: 3 clusters Score -881489.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -881836.562500 Penalty: 4415.820312
	Iteration 5F: 3 clusters Score -881836.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -882151.500000 Penalty: 4415.820312
	Iteration 6F: 3 clusters Score -882151.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -882396.125000 Penalty: 4415.820312
	Iteration 7Q: 3 clusters Score -882396.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -882605.875000 Penalty: 4415.820312
	Iteration 8Q: 3 clusters Score -882605.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -882752.125000 Penalty: 4415.820312
	Iteration 9Q: 3 clusters Score -882752.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -882887.687500 Penalty: 4415.820312
	Iteration 10Q: 3 clusters Score -882887.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -882992.125000 Penalty: 4415.820312
	Iteration 11Q: 3 clusters Score -882992.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -883065.062500 Penalty: 4415.820312
	Iteration 12Q: 3 clusters Score -883065.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -883115.500000 Penalty: 4415.820312
	Iteration 13Q: 3 clusters Score -883115.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -883162.937500 Penalty: 4415.820312
	Iteration 14Q: 3 clusters Score -883162.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -883195.687500 Penalty: 4415.820312
	Iteration 15Q: 3 clusters Score -883195.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -883218.937500 Penalty: 4415.820312
	Iteration 16Q: 3 clusters Score -883218.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -883236.562500 Penalty: 4415.820312
	Iteration 17Q: 3 clusters Score -883236.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -883247.062500 Penalty: 4415.820312
	Iteration 18Q: 3 clusters Score -883247.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -883259.812500 Penalty: 4415.820312
	Iteration 19Q: 3 clusters Score -883259.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -883273.000000 Penalty: 4415.820312
	Iteration 20F: 3 clusters Score -883273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -883286.375000 Penalty: 4415.820312
	Iteration 21Q: 3 clusters Score -883286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -883295.125000 Penalty: 4415.820312
	Iteration 22Q: 3 clusters Score -883295.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -883304.875000 Penalty: 4415.820312
	Iteration 23Q: 3 clusters Score -883304.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -883315.250000 Penalty: 4415.820312
	Iteration 24Q: 3 clusters Score -883315.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -883327.812500 Penalty: 4415.820312
	Iteration 25Q: 3 clusters Score -883327.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -883333.375000 Penalty: 4415.820312
	Iteration 26Q: 3 clusters Score -883333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -883340.437500 Penalty: 4415.820312
	Iteration 27Q: 3 clusters Score -883340.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -883347.062500 Penalty: 4415.820312
	Iteration 28Q: 3 clusters Score -883347.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -883351.000000 Penalty: 4415.820312
	Iteration 29Q: 3 clusters Score -883351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -883353.875000 Penalty: 4415.820312
	Iteration 30Q: 3 clusters Score -883353.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -883358.062500 Penalty: 4415.820312
	Iteration 31Q: 3 clusters Score -883358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -883359.625000 Penalty: 4415.820312
	Iteration 32Q: 3 clusters Score -883359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -883360.625000 Penalty: 4415.820312
	Iteration 33Q: 3 clusters Score -883360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -883361.937500 Penalty: 4415.820312
	Iteration 34Q: 3 clusters Score -883361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -883364.687500 Penalty: 4415.820312
	Iteration 35Q: 3 clusters Score -883364.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -883366.875000 Penalty: 4415.820312
	Iteration 36Q: 3 clusters Score -883366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -883367.687500 Penalty: 4415.820312
	Iteration 37Q: 3 clusters Score -883367.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -883367.500000 Penalty: 4415.820312
	Iteration 38Q: 3 clusters Score -883367.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -883367.500000 Penalty: 4415.820312
	Iteration 39F: 3 clusters Score -883367.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Entering Unmasked Estep 
Score: -1649716.750000 Penalty: 2362.689697
	Iteration 0F: 2 clusters Score -1649717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1639744.750000 Penalty: 4725.379395
	Iteration 0F: 3 clusters Score -1639745 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1642884.125000 Penalty: 4725.379395
	Iteration 1F: 3 clusters Score -1642884 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1643283.250000 Penalty: 4725.379395
	Iteration 2F: 3 clusters Score -1643283 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1643635.750000 Penalty: 4725.379395
	Iteration 3F: 3 clusters Score -1643636 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1643984.750000 Penalty: 4725.379395
	Iteration 4F: 3 clusters Score -1643985 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1644339.750000 Penalty: 4725.379395
	Iteration 5Q: 3 clusters Score -1644340 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1644747.500000 Penalty: 4725.379395
	Iteration 6F: 3 clusters Score -1644748 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1645196.000000 Penalty: 4725.379395
	Iteration 7Q: 3 clusters Score -1645196 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1645706.000000 Penalty: 4725.379395
	Iteration 8Q: 3 clusters Score -1645706 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1646219.125000 Penalty: 4725.379395
	Iteration 9Q: 3 clusters Score -1646219 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1646638.000000 Penalty: 4725.379395
	Iteration 10Q: 3 clusters Score -1646638 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1646946.750000 Penalty: 4725.379395
	Iteration 11Q: 3 clusters Score -1646947 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1647174.375000 Penalty: 4725.379395
	Iteration 12Q: 3 clusters Score -1647174 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1647333.250000 Penalty: 4725.379395
	Iteration 13Q: 3 clusters Score -1647333 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1647457.750000 Penalty: 4725.379395
	Iteration 14Q: 3 clusters Score -1647458 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1647549.375000 Penalty: 4725.379395
	Iteration 15Q: 3 clusters Score -1647549 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1647608.875000 Penalty: 4725.379395
	Iteration 16Q: 3 clusters Score -1647609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1647651.375000 Penalty: 4725.379395
	Iteration 17Q: 3 clusters Score -1647651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1647675.375000 Penalty: 4725.379395
	Iteration 18Q: 3 clusters Score -1647675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1647689.875000 Penalty: 4725.379395
	Iteration 19Q: 3 clusters Score -1647690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1647698.375000 Penalty: 4725.379395
	Iteration 20F: 3 clusters Score -1647698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1647707.625000 Penalty: 4725.379395
	Iteration 21Q: 3 clusters Score -1647708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1647714.000000 Penalty: 4725.379395
	Iteration 22Q: 3 clusters Score -1647714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1647719.125000 Penalty: 4725.379395
	Iteration 23Q: 3 clusters Score -1647719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1647724.125000 Penalty: 4725.379395
	Iteration 24Q: 3 clusters Score -1647724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1647728.125000 Penalty: 4725.379395
	Iteration 25Q: 3 clusters Score -1647728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1647731.250000 Penalty: 4725.379395
	Iteration 26Q: 3 clusters Score -1647731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1647732.875000 Penalty: 4725.379395
	Iteration 27Q: 3 clusters Score -1647733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1647739.375000 Penalty: 4725.379395
	Iteration 28Q: 3 clusters Score -1647739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1647743.625000 Penalty: 4725.379395
	Iteration 29Q: 3 clusters Score -1647744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1647744.000000 Penalty: 4725.379395
	Iteration 30Q: 3 clusters Score -1647744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1647744.500000 Penalty: 4725.379395
	Iteration 31Q: 3 clusters Score -1647744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1647744.625000 Penalty: 4725.379395
	Iteration 32Q: 3 clusters Score -1647745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1647750.250000 Penalty: 4725.379395
	Iteration 33Q: 3 clusters Score -1647750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1647750.250000 Penalty: 4725.379395
	Iteration 34F: 3 clusters Score -1647750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Entering Unmasked Estep 
Score: -1657513.125000 Penalty: 2362.653564
	Iteration 0F: 2 clusters Score -1657513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1647472.625000 Penalty: 4725.307129
	Iteration 0F: 3 clusters Score -1647473 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1650765.250000 Penalty: 4725.307129
	Iteration 1F: 3 clusters Score -1650765 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1651342.500000 Penalty: 4725.307129
	Iteration 2F: 3 clusters Score -1651342 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1652015.875000 Penalty: 4725.307129
	Iteration 3F: 3 clusters Score -1652016 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1652746.500000 Penalty: 4725.307129
	Iteration 4F: 3 clusters Score -1652746 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1653429.750000 Penalty: 4725.307129
	Iteration 5F: 3 clusters Score -1653430 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1654046.250000 Penalty: 4725.307129
	Iteration 6F: 3 clusters Score -1654046 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1654512.625000 Penalty: 4725.307129
	Iteration 7F: 3 clusters Score -1654513 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1654825.750000 Penalty: 4725.307129
	Iteration 8Q: 3 clusters Score -1654826 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1655107.875000 Penalty: 4725.307129
	Iteration 9Q: 3 clusters Score -1655108 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1655350.750000 Penalty: 4725.307129
	Iteration 10Q: 3 clusters Score -1655351 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1655574.625000 Penalty: 4725.307129
	Iteration 11Q: 3 clusters Score -1655575 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1655760.000000 Penalty: 4725.307129
	Iteration 12Q: 3 clusters Score -1655760 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1655912.625000 Penalty: 4725.307129
	Iteration 13Q: 3 clusters Score -1655913 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1656015.375000 Penalty: 4725.307129
	Iteration 14Q: 3 clusters Score -1656015 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1656096.875000 Penalty: 4725.307129
	Iteration 15Q: 3 clusters Score -1656097 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1656173.875000 Penalty: 4725.307129
	Iteration 16Q: 3 clusters Score -1656174 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1656262.125000 Penalty: 4725.307129
	Iteration 17Q: 3 clusters Score -1656262 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1656351.875000 Penalty: 4725.307129
	Iteration 18Q: 3 clusters Score -1656352 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1656439.125000 Penalty: 4725.307129
	Iteration 19Q: 3 clusters Score -1656439 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1656525.125000 Penalty: 4725.307129
	Iteration 20F: 3 clusters Score -1656525 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1656610.750000 Penalty: 4725.307129
	Iteration 21Q: 3 clusters Score -1656611 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1656708.500000 Penalty: 4725.307129
	Iteration 22Q: 3 clusters Score -1656708 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1656811.750000 Penalty: 4725.307129
	Iteration 23Q: 3 clusters Score -1656812 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1656904.250000 Penalty: 4725.307129
	Iteration 24Q: 3 clusters Score -1656904 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1656994.375000 Penalty: 4725.307129
	Iteration 25Q: 3 clusters Score -1656994 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1657068.250000 Penalty: 4725.307129
	Iteration 26Q: 3 clusters Score -1657068 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1657127.875000 Penalty: 4725.307129
	Iteration 27Q: 3 clusters Score -1657128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1657171.500000 Penalty: 4725.307129
	Iteration 28Q: 3 clusters Score -1657172 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1657213.500000 Penalty: 4725.307129
	Iteration 29Q: 3 clusters Score -1657214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1657237.125000 Penalty: 4725.307129
	Iteration 30Q: 3 clusters Score -1657237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1657264.500000 Penalty: 4725.307129
	Iteration 31Q: 3 clusters Score -1657264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1657280.375000 Penalty: 4725.307129
	Iteration 32Q: 3 clusters Score -1657280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1657295.750000 Penalty: 4725.307129
	Iteration 33Q: 3 clusters Score -1657296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1657308.375000 Penalty: 4725.307129
	Iteration 34Q: 3 clusters Score -1657308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1657322.000000 Penalty: 4725.307129
	Iteration 35Q: 3 clusters Score -1657322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1657335.625000 Penalty: 4725.307129
	Iteration 36Q: 3 clusters Score -1657336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1657341.625000 Penalty: 4725.307129
	Iteration 37Q: 3 clusters Score -1657342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1657347.375000 Penalty: 4725.307129
	Iteration 38Q: 3 clusters Score -1657347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1657349.750000 Penalty: 4725.307129
	Iteration 39Q: 3 clusters Score -1657350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1657353.375000 Penalty: 4725.307129
	Iteration 40F: 3 clusters Score -1657353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1657354.125000 Penalty: 4725.307129
	Iteration 41Q: 3 clusters Score -1657354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1657357.000000 Penalty: 4725.307129
	Iteration 42Q: 3 clusters Score -1657357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1657356.375000 Penalty: 4725.307129
	Iteration 43Q: 3 clusters Score -1657356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1657356.375000 Penalty: 4725.307129
	Iteration 44F: 3 clusters Score -1657356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71874.750000 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71874.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70286.976562 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70286.98 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70595.273438 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70595.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70762.789062 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -70762.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70915.601562 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -70915.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71047.000000 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -71047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71229.664062 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -71229.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71407.148438 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -71407.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71643.976562 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -71643.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71813.796875 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -71813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71823.171875 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -71823.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71845.960938 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -71845.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71853.156250 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -71853.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71870.546875 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -71870.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71872.257812 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -71872.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71873.750000 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -71873.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71873.750000 Penalty: 3232.031738
	Iteration 15F: 3 clusters Score -71873.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Entering Unmasked Estep 
Score: -421804.968750 Penalty: 2049.306396
	Iteration 0F: 2 clusters Score -421805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -417982.281250 Penalty: 4098.612793
	Iteration 0F: 3 clusters Score -417982.3 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -418902.687500 Penalty: 4098.612793
	Iteration 1F: 3 clusters Score -418902.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -419176.718750 Penalty: 4098.612793
	Iteration 2F: 3 clusters Score -419176.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -419373.093750 Penalty: 4098.612793
	Iteration 3F: 3 clusters Score -419373.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -419523.937500 Penalty: 4098.612793
	Iteration 4Q: 3 clusters Score -419523.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -419644.968750 Penalty: 4098.612793
	Iteration 5Q: 3 clusters Score -419645 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -419752.812500 Penalty: 4098.612793
	Iteration 6Q: 3 clusters Score -419752.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -419847.843750 Penalty: 4098.612793
	Iteration 7Q: 3 clusters Score -419847.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -419908.812500 Penalty: 4098.612793
	Iteration 8Q: 3 clusters Score -419908.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -419944.031250 Penalty: 4098.612793
	Iteration 9Q: 3 clusters Score -419944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -419970.937500 Penalty: 4098.612793
	Iteration 10Q: 3 clusters Score -419970.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -420004.500000 Penalty: 4098.612793
	Iteration 11Q: 3 clusters Score -420004.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -420049.937500 Penalty: 4098.612793
	Iteration 12Q: 3 clusters Score -420049.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -420102.281250 Penalty: 4098.612793
	Iteration 13Q: 3 clusters Score -420102.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -420142.937500 Penalty: 4098.612793
	Iteration 14Q: 3 clusters Score -420142.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -420183.750000 Penalty: 4098.612793
	Iteration 15Q: 3 clusters Score -420183.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -420231.937500 Penalty: 4098.612793
	Iteration 16Q: 3 clusters Score -420231.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -420271.687500 Penalty: 4098.612793
	Iteration 17Q: 3 clusters Score -420271.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -420300.125000 Penalty: 4098.612793
	Iteration 18Q: 3 clusters Score -420300.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -420321.718750 Penalty: 4098.612793
	Iteration 19Q: 3 clusters Score -420321.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -420344.718750 Penalty: 4098.612793
	Iteration 20F: 3 clusters Score -420344.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -420363.000000 Penalty: 4098.612793
	Iteration 21Q: 3 clusters Score -420363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -420380.593750 Penalty: 4098.612793
	Iteration 22Q: 3 clusters Score -420380.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -420400.375000 Penalty: 4098.612793
	Iteration 23Q: 3 clusters Score -420400.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -420410.468750 Penalty: 4098.612793
	Iteration 24Q: 3 clusters Score -420410.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -420421.375000 Penalty: 4098.612793
	Iteration 25Q: 3 clusters Score -420421.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -420429.156250 Penalty: 4098.612793
	Iteration 26Q: 3 clusters Score -420429.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -420439.375000 Penalty: 4098.612793
	Iteration 27Q: 3 clusters Score -420439.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -420447.031250 Penalty: 4098.612793
	Iteration 28Q: 3 clusters Score -420447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -420454.031250 Penalty: 4098.612793
	Iteration 29Q: 3 clusters Score -420454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -420459.093750 Penalty: 4098.612793
	Iteration 30Q: 3 clusters Score -420459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -420467.656250 Penalty: 4098.612793
	Iteration 31Q: 3 clusters Score -420467.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -420470.562500 Penalty: 4098.612793
	Iteration 32Q: 3 clusters Score -420470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -420476.093750 Penalty: 4098.612793
	Iteration 33Q: 3 clusters Score -420476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -420478.031250 Penalty: 4098.612793
	Iteration 34Q: 3 clusters Score -420478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -420480.593750 Penalty: 4098.612793
	Iteration 35Q: 3 clusters Score -420480.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -420484.343750 Penalty: 4098.612793
	Iteration 36Q: 3 clusters Score -420484.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -420487.562500 Penalty: 4098.612793
	Iteration 37Q: 3 clusters Score -420487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -420490.375000 Penalty: 4098.612793
	Iteration 38Q: 3 clusters Score -420490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -420490.843750 Penalty: 4098.612793
	Iteration 39Q: 3 clusters Score -420490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -420492.937500 Penalty: 4098.612793
	Iteration 40F: 3 clusters Score -420492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -420493.843750 Penalty: 4098.612793
	Iteration 41Q: 3 clusters Score -420493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -420494.343750 Penalty: 4098.612793
	Iteration 42Q: 3 clusters Score -420494.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -420494.343750 Penalty: 4098.612793
	Iteration 43F: 3 clusters Score -420494.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Entering Unmasked Estep 
Score: -2025046.625000 Penalty: 2403.361816
	Iteration 0F: 2 clusters Score -2025047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2013380.375000 Penalty: 4806.723633
	Iteration 0F: 3 clusters Score -2013380 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2017123.375000 Penalty: 4806.723633
	Iteration 1F: 3 clusters Score -2017123 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2017519.875000 Penalty: 4806.723633
	Iteration 2F: 3 clusters Score -2017520 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2017848.750000 Penalty: 4806.723633
	Iteration 3Q: 3 clusters Score -2017849 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2018220.375000 Penalty: 4806.723633
	Iteration 4Q: 3 clusters Score -2018220 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2018619.375000 Penalty: 4806.723633
	Iteration 5Q: 3 clusters Score -2018619 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2019088.000000 Penalty: 4806.723633
	Iteration 6F: 3 clusters Score -2019088 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2019620.875000 Penalty: 4806.723633
	Iteration 7F: 3 clusters Score -2019621 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2020109.000000 Penalty: 4806.723633
	Iteration 8F: 3 clusters Score -2020109 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2020527.375000 Penalty: 4806.723633
	Iteration 9Q: 3 clusters Score -2020527 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2020822.375000 Penalty: 4806.723633
	Iteration 10Q: 3 clusters Score -2020822 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2021035.250000 Penalty: 4806.723633
	Iteration 11Q: 3 clusters Score -2021035 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2021187.125000 Penalty: 4806.723633
	Iteration 12Q: 3 clusters Score -2021187 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2021299.750000 Penalty: 4806.723633
	Iteration 13Q: 3 clusters Score -2021300 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2021371.750000 Penalty: 4806.723633
	Iteration 14Q: 3 clusters Score -2021372 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2021446.000000 Penalty: 4806.723633
	Iteration 15Q: 3 clusters Score -2021446 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2021499.375000 Penalty: 4806.723633
	Iteration 16Q: 3 clusters Score -2021499 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2021564.125000 Penalty: 4806.723633
	Iteration 17Q: 3 clusters Score -2021564 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2021636.250000 Penalty: 4806.723633
	Iteration 18Q: 3 clusters Score -2021636 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2021742.875000 Penalty: 4806.723633
	Iteration 19Q: 3 clusters Score -2021743 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2021861.125000 Penalty: 4806.723633
	Iteration 20F: 3 clusters Score -2021861 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2021993.375000 Penalty: 4806.723633
	Iteration 21Q: 3 clusters Score -2021993 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2022143.000000 Penalty: 4806.723633
	Iteration 22Q: 3 clusters Score -2022143 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2022320.625000 Penalty: 4806.723633
	Iteration 23Q: 3 clusters Score -2022321 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2022486.375000 Penalty: 4806.723633
	Iteration 24Q: 3 clusters Score -2022486 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2022629.250000 Penalty: 4806.723633
	Iteration 25Q: 3 clusters Score -2022629 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2022739.875000 Penalty: 4806.723633
	Iteration 26Q: 3 clusters Score -2022740 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2022817.000000 Penalty: 4806.723633
	Iteration 27Q: 3 clusters Score -2022817 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2022882.250000 Penalty: 4806.723633
	Iteration 28Q: 3 clusters Score -2022882 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2022938.375000 Penalty: 4806.723633
	Iteration 29Q: 3 clusters Score -2022938 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2022976.000000 Penalty: 4806.723633
	Iteration 30Q: 3 clusters Score -2022976 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2023007.250000 Penalty: 4806.723633
	Iteration 31Q: 3 clusters Score -2023007 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2023042.625000 Penalty: 4806.723633
	Iteration 32Q: 3 clusters Score -2023043 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2023071.375000 Penalty: 4806.723633
	Iteration 33Q: 3 clusters Score -2023071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2023100.500000 Penalty: 4806.723633
	Iteration 34Q: 3 clusters Score -2023100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2023125.625000 Penalty: 4806.723633
	Iteration 35Q: 3 clusters Score -2023126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2023148.000000 Penalty: 4806.723633
	Iteration 36Q: 3 clusters Score -2023148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2023154.125000 Penalty: 4806.723633
	Iteration 37Q: 3 clusters Score -2023154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2023171.250000 Penalty: 4806.723633
	Iteration 38Q: 3 clusters Score -2023171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2023180.125000 Penalty: 4806.723633
	Iteration 39Q: 3 clusters Score -2023180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2023187.625000 Penalty: 4806.723633
	Iteration 40F: 3 clusters Score -2023188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2023197.250000 Penalty: 4806.723633
	Iteration 41Q: 3 clusters Score -2023197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2023201.000000 Penalty: 4806.723633
	Iteration 42Q: 3 clusters Score -2023201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2023211.250000 Penalty: 4806.723633
	Iteration 43Q: 3 clusters Score -2023211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2023223.500000 Penalty: 4806.723633
	Iteration 44Q: 3 clusters Score -2023224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2023229.625000 Penalty: 4806.723633
	Iteration 45Q: 3 clusters Score -2023230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2023232.000000 Penalty: 4806.723633
	Iteration 46Q: 3 clusters Score -2023232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2023240.250000 Penalty: 4806.723633
	Iteration 47Q: 3 clusters Score -2023240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2023240.875000 Penalty: 4806.723633
	Iteration 48Q: 3 clusters Score -2023241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2023240.375000 Penalty: 4806.723633
	Iteration 49Q: 3 clusters Score -2023240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2023242.250000 Penalty: 4806.723633
	Iteration 50Q: 3 clusters Score -2023242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2023240.000000 Penalty: 4806.723633
	Iteration 51Q: 3 clusters Score -2023240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2023248.375000 Penalty: 4806.723633
	Iteration 52Q: 3 clusters Score -2023248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2023248.250000 Penalty: 4806.723633
	Iteration 53Q: 3 clusters Score -2023248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2023251.000000 Penalty: 4806.723633
	Iteration 54Q: 3 clusters Score -2023251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2023254.375000 Penalty: 4806.723633
	Iteration 55Q: 3 clusters Score -2023254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2023256.500000 Penalty: 4806.723633
	Iteration 56Q: 3 clusters Score -2023256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2023266.250000 Penalty: 4806.723633
	Iteration 57Q: 3 clusters Score -2023266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2023263.250000 Penalty: 4806.723633
	Iteration 58Q: 3 clusters Score -2023263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2023265.375000 Penalty: 4806.723633
	Iteration 59Q: 3 clusters Score -2023265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2023266.625000 Penalty: 4806.723633
	Iteration 60F: 3 clusters Score -2023267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2023264.500000 Penalty: 4806.723633
	Iteration 61Q: 3 clusters Score -2023264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2023265.375000 Penalty: 4806.723633
	Iteration 62Q: 3 clusters Score -2023265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2023270.125000 Penalty: 4806.723633
	Iteration 63Q: 3 clusters Score -2023270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2023271.250000 Penalty: 4806.723633
	Iteration 64Q: 3 clusters Score -2023271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2023270.000000 Penalty: 4806.723633
	Iteration 65Q: 3 clusters Score -2023270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2023270.000000 Penalty: 4806.723633
	Iteration 66F: 3 clusters Score -2023270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Entering Unmasked Estep 
Score: -805084.750000 Penalty: 2181.041504
	Iteration 0F: 2 clusters Score -805084.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -799584.125000 Penalty: 4362.083008
	Iteration 0F: 3 clusters Score -799584.1 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -801213.562500 Penalty: 4362.083008
	Iteration 1F: 3 clusters Score -801213.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -801701.500000 Penalty: 4362.083008
	Iteration 2F: 3 clusters Score -801701.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -802168.250000 Penalty: 4362.083008
	Iteration 3F: 3 clusters Score -802168.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -802586.062500 Penalty: 4362.083008
	Iteration 4F: 3 clusters Score -802586.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -802936.562500 Penalty: 4362.083008
	Iteration 5F: 3 clusters Score -802936.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -803153.000000 Penalty: 4362.083008
	Iteration 6F: 3 clusters Score -803153 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -803286.937500 Penalty: 4362.083008
	Iteration 7Q: 3 clusters Score -803286.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -803359.312500 Penalty: 4362.083008
	Iteration 8Q: 3 clusters Score -803359.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -803417.250000 Penalty: 4362.083008
	Iteration 9Q: 3 clusters Score -803417.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -803462.875000 Penalty: 4362.083008
	Iteration 10Q: 3 clusters Score -803462.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -803494.687500 Penalty: 4362.083008
	Iteration 11Q: 3 clusters Score -803494.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -803536.437500 Penalty: 4362.083008
	Iteration 12Q: 3 clusters Score -803536.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -803572.125000 Penalty: 4362.083008
	Iteration 13Q: 3 clusters Score -803572.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -803605.875000 Penalty: 4362.083008
	Iteration 14Q: 3 clusters Score -803605.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -803632.187500 Penalty: 4362.083008
	Iteration 15Q: 3 clusters Score -803632.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -803651.312500 Penalty: 4362.083008
	Iteration 16Q: 3 clusters Score -803651.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -803678.187500 Penalty: 4362.083008
	Iteration 17Q: 3 clusters Score -803678.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -803699.000000 Penalty: 4362.083008
	Iteration 18Q: 3 clusters Score -803699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -803715.937500 Penalty: 4362.083008
	Iteration 19Q: 3 clusters Score -803715.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -803737.000000 Penalty: 4362.083008
	Iteration 20F: 3 clusters Score -803737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -803760.562500 Penalty: 4362.083008
	Iteration 21Q: 3 clusters Score -803760.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -803779.875000 Penalty: 4362.083008
	Iteration 22Q: 3 clusters Score -803779.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -803792.625000 Penalty: 4362.083008
	Iteration 23Q: 3 clusters Score -803792.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -803809.125000 Penalty: 4362.083008
	Iteration 24Q: 3 clusters Score -803809.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -803823.000000 Penalty: 4362.083008
	Iteration 25Q: 3 clusters Score -803823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -803835.375000 Penalty: 4362.083008
	Iteration 26Q: 3 clusters Score -803835.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -803850.687500 Penalty: 4362.083008
	Iteration 27Q: 3 clusters Score -803850.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -803857.500000 Penalty: 4362.083008
	Iteration 28Q: 3 clusters Score -803857.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -803867.437500 Penalty: 4362.083008
	Iteration 29Q: 3 clusters Score -803867.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -803882.562500 Penalty: 4362.083008
	Iteration 30Q: 3 clusters Score -803882.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -803901.625000 Penalty: 4362.083008
	Iteration 31Q: 3 clusters Score -803901.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -803914.750000 Penalty: 4362.083008
	Iteration 32Q: 3 clusters Score -803914.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -803929.000000 Penalty: 4362.083008
	Iteration 33Q: 3 clusters Score -803929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -803936.812500 Penalty: 4362.083008
	Iteration 34Q: 3 clusters Score -803936.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -803947.625000 Penalty: 4362.083008
	Iteration 35Q: 3 clusters Score -803947.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -803953.375000 Penalty: 4362.083008
	Iteration 36Q: 3 clusters Score -803953.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -803960.187500 Penalty: 4362.083008
	Iteration 37Q: 3 clusters Score -803960.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -803965.500000 Penalty: 4362.083008
	Iteration 38Q: 3 clusters Score -803965.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -803971.750000 Penalty: 4362.083008
	Iteration 39Q: 3 clusters Score -803971.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -803979.687500 Penalty: 4362.083008
	Iteration 40F: 3 clusters Score -803979.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -803988.562500 Penalty: 4362.083008
	Iteration 41Q: 3 clusters Score -803988.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -804000.187500 Penalty: 4362.083008
	Iteration 42Q: 3 clusters Score -804000.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -804009.750000 Penalty: 4362.083008
	Iteration 43Q: 3 clusters Score -804009.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -804021.562500 Penalty: 4362.083008
	Iteration 44Q: 3 clusters Score -804021.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -804032.000000 Penalty: 4362.083008
	Iteration 45Q: 3 clusters Score -804032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -804047.937500 Penalty: 4362.083008
	Iteration 46Q: 3 clusters Score -804047.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -804064.375000 Penalty: 4362.083008
	Iteration 47Q: 3 clusters Score -804064.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -804074.500000 Penalty: 4362.083008
	Iteration 48Q: 3 clusters Score -804074.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -804082.125000 Penalty: 4362.083008
	Iteration 49Q: 3 clusters Score -804082.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -804091.437500 Penalty: 4362.083008
	Iteration 50Q: 3 clusters Score -804091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -804095.000000 Penalty: 4362.083008
	Iteration 51Q: 3 clusters Score -804095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -804101.312500 Penalty: 4362.083008
	Iteration 52Q: 3 clusters Score -804101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -804106.625000 Penalty: 4362.083008
	Iteration 53Q: 3 clusters Score -804106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -804105.687500 Penalty: 4362.083008
	Iteration 54Q: 3 clusters Score -804105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -804105.812500 Penalty: 4362.083008
	Iteration 55Q: 3 clusters Score -804105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -804109.062500 Penalty: 4362.083008
	Iteration 56Q: 3 clusters Score -804109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -804110.562500 Penalty: 4362.083008
	Iteration 57Q: 3 clusters Score -804110.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -804118.625000 Penalty: 4362.083008
	Iteration 58Q: 3 clusters Score -804118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -804126.250000 Penalty: 4362.083008
	Iteration 59Q: 3 clusters Score -804126.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -804132.125000 Penalty: 4362.083008
	Iteration 60F: 3 clusters Score -804132.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -804140.625000 Penalty: 4362.083008
	Iteration 61Q: 3 clusters Score -804140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -804141.750000 Penalty: 4362.083008
	Iteration 62Q: 3 clusters Score -804141.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -804141.750000 Penalty: 4362.083008
	Iteration 63F: 3 clusters Score -804141.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -460063.437500 Penalty: 2059.514648
	Iteration 0F: 2 clusters Score -460063.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -456140.375000 Penalty: 4119.029297
	Iteration 0F: 3 clusters Score -456140.4 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -457121.687500 Penalty: 4119.029297
	Iteration 1F: 3 clusters Score -457121.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -457515.718750 Penalty: 4119.029297
	Iteration 2F: 3 clusters Score -457515.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -457825.656250 Penalty: 4119.029297
	Iteration 3F: 3 clusters Score -457825.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -458073.062500 Penalty: 4119.029297
	Iteration 4F: 3 clusters Score -458073.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -458263.656250 Penalty: 4119.029297
	Iteration 5Q: 3 clusters Score -458263.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -458377.937500 Penalty: 4119.029297
	Iteration 6Q: 3 clusters Score -458377.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -458487.062500 Penalty: 4119.029297
	Iteration 7Q: 3 clusters Score -458487.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -458580.968750 Penalty: 4119.029297
	Iteration 8Q: 3 clusters Score -458581 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -458648.437500 Penalty: 4119.029297
	Iteration 9Q: 3 clusters Score -458648.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -458697.250000 Penalty: 4119.029297
	Iteration 10Q: 3 clusters Score -458697.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -458725.937500 Penalty: 4119.029297
	Iteration 11Q: 3 clusters Score -458725.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -458758.187500 Penalty: 4119.029297
	Iteration 12Q: 3 clusters Score -458758.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -458787.000000 Penalty: 4119.029297
	Iteration 13Q: 3 clusters Score -458787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -458809.593750 Penalty: 4119.029297
	Iteration 14Q: 3 clusters Score -458809.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -458837.062500 Penalty: 4119.029297
	Iteration 15Q: 3 clusters Score -458837.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -458867.093750 Penalty: 4119.029297
	Iteration 16Q: 3 clusters Score -458867.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -458884.281250 Penalty: 4119.029297
	Iteration 17Q: 3 clusters Score -458884.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -458901.718750 Penalty: 4119.029297
	Iteration 18Q: 3 clusters Score -458901.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -458908.625000 Penalty: 4119.029297
	Iteration 19Q: 3 clusters Score -458908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -458916.750000 Penalty: 4119.029297
	Iteration 20F: 3 clusters Score -458916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -458920.125000 Penalty: 4119.029297
	Iteration 21Q: 3 clusters Score -458920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -458921.250000 Penalty: 4119.029297
	Iteration 22Q: 3 clusters Score -458921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -458920.875000 Penalty: 4119.029297
	Iteration 23Q: 3 clusters Score -458920.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -458921.375000 Penalty: 4119.029297
	Iteration 24Q: 3 clusters Score -458921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -458923.312500 Penalty: 4119.029297
	Iteration 25Q: 3 clusters Score -458923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -458922.593750 Penalty: 4119.029297
	Iteration 26Q: 3 clusters Score -458922.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -458922.593750 Penalty: 4119.029297
	Iteration 27F: 3 clusters Score -458922.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 54795 members 
Mstep: Class 4 contains 286113 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 46554 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 106261 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 14389 members 
Mstep: Class 11 contains 39212 members 
Mstep: Class 12 contains 134201 members 
Mstep: Class 13 contains 25876 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 100623 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 22724 members 
Mstep: Class 19 contains 67616 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7353 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 13723 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731520.000000 Penalty: 108024.484375
Iteration 239Q: 32 clusters Score -1.577315e+08 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 30810 members 
Mstep: Class 3 contains 54854 members 
Mstep: Class 4 contains 287477 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 47070 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 106239 members 
Mstep: Class 9 contains 788 members 
Mstep: Class 10 contains 14397 members 
Mstep: Class 11 contains 39669 members 
Mstep: Class 12 contains 135076 members 
Mstep: Class 13 contains 27431 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 1085 members 
Mstep: Class 16 contains 100643 members 
Mstep: Class 17 contains 5605 members 
Mstep: Class 18 contains 22916 members 
Mstep: Class 19 contains 68239 members 
Mstep: Class 20 contains 21475 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 13726 members 
Mstep: Class 24 contains 13754 members 
Mstep: Class 25 contains 675 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 16180 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 93941 members 
Mstep: Class 31 contains 1281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157735520.000000 Penalty: 108024.484375
Iteration 240F: 32 clusters Score -1.577355e+08 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 30673 members 
Mstep: Class 3 contains 54564 members 
Mstep: Class 4 contains 287097 members 
Mstep: Class 5 contains 43202 members 
Mstep: Class 6 contains 47160 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 106153 members 
Mstep: Class 9 contains 788 members 
Mstep: Class 10 contains 14398 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 135310 members 
Mstep: Class 13 contains 28463 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 1088 members 
Mstep: Class 16 contains 100661 members 
Mstep: Class 17 contains 5599 members 
Mstep: Class 18 contains 22917 members 
Mstep: Class 19 contains 67695 members 
Mstep: Class 20 contains 21470 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 13741 members 
Mstep: Class 24 contains 13657 members 
Mstep: Class 25 contains 675 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 16164 members 
Mstep: Class 28 contains 6603 members 
Mstep: Class 29 contains 4041 members 
Mstep: Class 30 contains 94042 members 
Mstep: Class 31 contains 1280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737216.000000 Penalty: 108024.484375
Iteration 241Q: 32 clusters Score -1.577372e+08 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 83854 members 
Mstep: Class 2 contains 30569 members 
Mstep: Class 3 contains 54358 members 
Mstep: Class 4 contains 286884 members 
Mstep: Class 5 contains 43203 members 
Mstep: Class 6 contains 47190 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 106117 members 
Mstep: Class 9 contains 789 members 
Mstep: Class 10 contains 14400 members 
Mstep: Class 11 contains 40039 members 
Mstep: Class 12 contains 135433 members 
Mstep: Class 13 contains 29235 members 
Mstep: Class 14 contains 6085 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 100665 members 
Mstep: Class 17 contains 5598 members 
Mstep: Class 18 contains 22949 members 
Mstep: Class 19 contains 67274 members 
Mstep: Class 20 contains 21473 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 13753 members 
Mstep: Class 24 contains 13588 members 
Mstep: Class 25 contains 675 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 16162 members 
Mstep: Class 28 contains 6610 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 94090 members 
Mstep: Class 31 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 108024.484375
Iteration 242Q: 32 clusters Score -1.577377e+08 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 30480 members 
Mstep: Class 3 contains 54217 members 
Mstep: Class 4 contains 286701 members 
Mstep: Class 5 contains 43181 members 
Mstep: Class 6 contains 47221 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 106098 members 
Mstep: Class 9 contains 789 members 
Mstep: Class 10 contains 14396 members 
Mstep: Class 11 contains 40194 members 
Mstep: Class 12 contains 135563 members 
Mstep: Class 13 contains 29883 members 
Mstep: Class 14 contains 6102 members 
Mstep: Class 15 contains 1100 members 
Mstep: Class 16 contains 100678 members 
Mstep: Class 17 contains 5601 members 
Mstep: Class 18 contains 22979 members 
Mstep: Class 19 contains 66930 members 
Mstep: Class 20 contains 21471 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 13766 members 
Mstep: Class 24 contains 13521 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3884 members 
Mstep: Class 27 contains 16160 members 
Mstep: Class 28 contains 6619 members 
Mstep: Class 29 contains 4041 members 
Mstep: Class 30 contains 94152 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737904.000000 Penalty: 108024.484375
Iteration 243Q: 32 clusters Score -1.577379e+08 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 30402 members 
Mstep: Class 3 contains 54119 members 
Mstep: Class 4 contains 286504 members 
Mstep: Class 5 contains 43163 members 
Mstep: Class 6 contains 47230 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 106075 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14396 members 
Mstep: Class 11 contains 40337 members 
Mstep: Class 12 contains 135678 members 
Mstep: Class 13 contains 30449 members 
Mstep: Class 14 contains 6118 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100690 members 
Mstep: Class 17 contains 5605 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 66632 members 
Mstep: Class 20 contains 21463 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7359 members 
Mstep: Class 23 contains 13780 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3887 members 
Mstep: Class 27 contains 16164 members 
Mstep: Class 28 contains 6625 members 
Mstep: Class 29 contains 4040 members 
Mstep: Class 30 contains 94257 members 
Mstep: Class 31 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738176.000000 Penalty: 108024.484375
Iteration 244Q: 32 clusters Score -1.577382e+08 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 30348 members 
Mstep: Class 3 contains 54050 members 
Mstep: Class 4 contains 286340 members 
Mstep: Class 5 contains 43154 members 
Mstep: Class 6 contains 47224 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 106059 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14389 members 
Mstep: Class 11 contains 40433 members 
Mstep: Class 12 contains 135765 members 
Mstep: Class 13 contains 30931 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100697 members 
Mstep: Class 17 contains 5609 members 
Mstep: Class 18 contains 23012 members 
Mstep: Class 19 contains 66341 members 
Mstep: Class 20 contains 21459 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 7361 members 
Mstep: Class 23 contains 13796 members 
Mstep: Class 24 contains 13420 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3887 members 
Mstep: Class 27 contains 16166 members 
Mstep: Class 28 contains 6627 members 
Mstep: Class 29 contains 4039 members 
Mstep: Class 30 contains 94423 members 
Mstep: Class 31 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738528.000000 Penalty: 108024.484375
Iteration 245Q: 32 clusters Score -1.577385e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 30286 members 
Mstep: Class 3 contains 54021 members 
Mstep: Class 4 contains 286269 members 
Mstep: Class 5 contains 43137 members 
Mstep: Class 6 contains 47204 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 106043 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14391 members 
Mstep: Class 11 contains 40489 members 
Mstep: Class 12 contains 135856 members 
Mstep: Class 13 contains 31391 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100707 members 
Mstep: Class 17 contains 5607 members 
Mstep: Class 18 contains 23030 members 
Mstep: Class 19 contains 66040 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 4116 members 
Mstep: Class 22 contains 7360 members 
Mstep: Class 23 contains 13811 members 
Mstep: Class 24 contains 13382 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3890 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 6625 members 
Mstep: Class 29 contains 4040 members 
Mstep: Class 30 contains 94555 members 
Mstep: Class 31 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738608.000000 Penalty: 108024.484375
Iteration 246Q: 32 clusters Score -1.577386e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 30238 members 
Mstep: Class 3 contains 53994 members 
Mstep: Class 4 contains 286260 members 
Mstep: Class 5 contains 43121 members 
Mstep: Class 6 contains 47184 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 106034 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14390 members 
Mstep: Class 11 contains 40549 members 
Mstep: Class 12 contains 135915 members 
Mstep: Class 13 contains 31745 members 
Mstep: Class 14 contains 6146 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100710 members 
Mstep: Class 17 contains 5609 members 
Mstep: Class 18 contains 23047 members 
Mstep: Class 19 contains 65752 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 4116 members 
Mstep: Class 22 contains 7362 members 
Mstep: Class 23 contains 13815 members 
Mstep: Class 24 contains 13357 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3888 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 4041 members 
Mstep: Class 30 contains 94704 members 
Mstep: Class 31 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738864.000000 Penalty: 108024.484375
Iteration 247Q: 32 clusters Score -1.577389e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 30193 members 
Mstep: Class 3 contains 53975 members 
Mstep: Class 4 contains 286209 members 
Mstep: Class 5 contains 43115 members 
Mstep: Class 6 contains 47134 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 106031 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14387 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 135962 members 
Mstep: Class 13 contains 32045 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100716 members 
Mstep: Class 17 contains 5610 members 
Mstep: Class 18 contains 23061 members 
Mstep: Class 19 contains 65488 members 
Mstep: Class 20 contains 21433 members 
Mstep: Class 21 contains 4116 members 
Mstep: Class 22 contains 7363 members 
Mstep: Class 23 contains 13824 members 
Mstep: Class 24 contains 13323 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3889 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6631 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 94885 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738832.000000 Penalty: 108024.484375
Iteration 248Q: 32 clusters Score -1.577388e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82380 members 
Mstep: Class 2 contains 30163 members 
Mstep: Class 3 contains 53962 members 
Mstep: Class 4 contains 286166 members 
Mstep: Class 5 contains 43099 members 
Mstep: Class 6 contains 47074 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 106026 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14384 members 
Mstep: Class 11 contains 40664 members 
Mstep: Class 12 contains 136005 members 
Mstep: Class 13 contains 32299 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100716 members 
Mstep: Class 17 contains 5610 members 
Mstep: Class 18 contains 23064 members 
Mstep: Class 19 contains 65246 members 
Mstep: Class 20 contains 21427 members 
Mstep: Class 21 contains 4116 members 
Mstep: Class 22 contains 7365 members 
Mstep: Class 23 contains 13831 members 
Mstep: Class 24 contains 13315 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3890 members 
Mstep: Class 27 contains 16172 members 
Mstep: Class 28 contains 6636 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 95090 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739136.000000 Penalty: 108024.484375
Iteration 249Q: 32 clusters Score -1.577391e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 30129 members 
Mstep: Class 3 contains 53954 members 
Mstep: Class 4 contains 286129 members 
Mstep: Class 5 contains 43091 members 
Mstep: Class 6 contains 47031 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 106011 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14384 members 
Mstep: Class 11 contains 40690 members 
Mstep: Class 12 contains 136053 members 
Mstep: Class 13 contains 32521 members 
Mstep: Class 14 contains 6175 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100720 members 
Mstep: Class 17 contains 5608 members 
Mstep: Class 18 contains 23076 members 
Mstep: Class 19 contains 65014 members 
Mstep: Class 20 contains 21421 members 
Mstep: Class 21 contains 4116 members 
Mstep: Class 22 contains 7365 members 
Mstep: Class 23 contains 13836 members 
Mstep: Class 24 contains 13309 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3890 members 
Mstep: Class 27 contains 16172 members 
Mstep: Class 28 contains 6644 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 95288 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739296.000000 Penalty: 108024.484375
Iteration 250Q: 32 clusters Score -1.577393e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 30096 members 
Mstep: Class 3 contains 53948 members 
Mstep: Class 4 contains 286115 members 
Mstep: Class 5 contains 43088 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 105988 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14385 members 
Mstep: Class 11 contains 40720 members 
Mstep: Class 12 contains 136076 members 
Mstep: Class 13 contains 32696 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100721 members 
Mstep: Class 17 contains 5609 members 
Mstep: Class 18 contains 23098 members 
Mstep: Class 19 contains 64800 members 
Mstep: Class 20 contains 21409 members 
Mstep: Class 21 contains 4116 members 
Mstep: Class 22 contains 7366 members 
Mstep: Class 23 contains 13844 members 
Mstep: Class 24 contains 13295 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3894 members 
Mstep: Class 27 contains 16170 members 
Mstep: Class 28 contains 6648 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 95463 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739104.000000 Penalty: 108024.484375
Iteration 251Q: 32 clusters Score -1.577391e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82033 members 
Mstep: Class 2 contains 30070 members 
Mstep: Class 3 contains 53944 members 
Mstep: Class 4 contains 286093 members 
Mstep: Class 5 contains 43080 members 
Mstep: Class 6 contains 46950 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 105970 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 40737 members 
Mstep: Class 12 contains 136125 members 
Mstep: Class 13 contains 32856 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100727 members 
Mstep: Class 17 contains 5609 members 
Mstep: Class 18 contains 23119 members 
Mstep: Class 19 contains 64623 members 
Mstep: Class 20 contains 21401 members 
Mstep: Class 21 contains 4116 members 
Mstep: Class 22 contains 7366 members 
Mstep: Class 23 contains 13852 members 
Mstep: Class 24 contains 13272 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3897 members 
Mstep: Class 27 contains 16170 members 
Mstep: Class 28 contains 6654 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 95631 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739200.000000 Penalty: 108024.484375
Iteration 252Q: 32 clusters Score -1.577392e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 30048 members 
Mstep: Class 3 contains 53938 members 
Mstep: Class 4 contains 286084 members 
Mstep: Class 5 contains 43077 members 
Mstep: Class 6 contains 46885 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 105951 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14376 members 
Mstep: Class 11 contains 40755 members 
Mstep: Class 12 contains 136154 members 
Mstep: Class 13 contains 33002 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100732 members 
Mstep: Class 17 contains 5609 members 
Mstep: Class 18 contains 23154 members 
Mstep: Class 19 contains 64440 members 
Mstep: Class 20 contains 21404 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 7365 members 
Mstep: Class 23 contains 13857 members 
Mstep: Class 24 contains 13255 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3902 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 6664 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 95798 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739344.000000 Penalty: 108024.484375
Iteration 253Q: 32 clusters Score -1.577393e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 30026 members 
Mstep: Class 3 contains 53939 members 
Mstep: Class 4 contains 286080 members 
Mstep: Class 5 contains 43078 members 
Mstep: Class 6 contains 46846 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 105934 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14369 members 
Mstep: Class 11 contains 40765 members 
Mstep: Class 12 contains 136195 members 
Mstep: Class 13 contains 33123 members 
Mstep: Class 14 contains 6204 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100730 members 
Mstep: Class 17 contains 5611 members 
Mstep: Class 18 contains 23180 members 
Mstep: Class 19 contains 64260 members 
Mstep: Class 20 contains 21401 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 7365 members 
Mstep: Class 23 contains 13871 members 
Mstep: Class 24 contains 13239 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3908 members 
Mstep: Class 27 contains 16173 members 
Mstep: Class 28 contains 6677 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 95938 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738992.000000 Penalty: 108024.484375
Iteration 254Q: 32 clusters Score -1.57739e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81768 members 
Mstep: Class 2 contains 30008 members 
Mstep: Class 3 contains 53936 members 
Mstep: Class 4 contains 286083 members 
Mstep: Class 5 contains 43074 members 
Mstep: Class 6 contains 46816 members 
Mstep: Class 7 contains 2836 members 
Mstep: Class 8 contains 105915 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14365 members 
Mstep: Class 11 contains 40772 members 
Mstep: Class 12 contains 136215 members 
Mstep: Class 13 contains 33211 members 
Mstep: Class 14 contains 6207 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100731 members 
Mstep: Class 17 contains 5614 members 
Mstep: Class 18 contains 23200 members 
Mstep: Class 19 contains 64075 members 
Mstep: Class 20 contains 21399 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 7366 members 
Mstep: Class 23 contains 13881 members 
Mstep: Class 24 contains 13231 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3913 members 
Mstep: Class 27 contains 16173 members 
Mstep: Class 28 contains 6693 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 96102 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739168.000000 Penalty: 108024.484375
Iteration 255Q: 32 clusters Score -1.577392e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 29996 members 
Mstep: Class 3 contains 53937 members 
Mstep: Class 4 contains 286089 members 
Mstep: Class 5 contains 43070 members 
Mstep: Class 6 contains 46785 members 
Mstep: Class 7 contains 2837 members 
Mstep: Class 8 contains 105897 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14357 members 
Mstep: Class 11 contains 40779 members 
Mstep: Class 12 contains 136232 members 
Mstep: Class 13 contains 33293 members 
Mstep: Class 14 contains 6205 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100730 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 23221 members 
Mstep: Class 19 contains 63882 members 
Mstep: Class 20 contains 21399 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 7366 members 
Mstep: Class 23 contains 13893 members 
Mstep: Class 24 contains 13220 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3919 members 
Mstep: Class 27 contains 16176 members 
Mstep: Class 28 contains 6700 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 96276 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739168.000000 Penalty: 108024.484375
Iteration 256Q: 32 clusters Score -1.577392e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 29981 members 
Mstep: Class 3 contains 53938 members 
Mstep: Class 4 contains 286086 members 
Mstep: Class 5 contains 43067 members 
Mstep: Class 6 contains 46745 members 
Mstep: Class 7 contains 2836 members 
Mstep: Class 8 contains 105891 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14352 members 
Mstep: Class 11 contains 40787 members 
Mstep: Class 12 contains 136252 members 
Mstep: Class 13 contains 33366 members 
Mstep: Class 14 contains 6207 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100726 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 23264 members 
Mstep: Class 19 contains 63700 members 
Mstep: Class 20 contains 21396 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 7369 members 
Mstep: Class 23 contains 13899 members 
Mstep: Class 24 contains 13211 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3932 members 
Mstep: Class 27 contains 16179 members 
Mstep: Class 28 contains 6697 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 96437 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738880.000000 Penalty: 108024.484375
Iteration 257Q: 32 clusters Score -1.577389e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 29967 members 
Mstep: Class 3 contains 53942 members 
Mstep: Class 4 contains 286082 members 
Mstep: Class 5 contains 43064 members 
Mstep: Class 6 contains 46727 members 
Mstep: Class 7 contains 2838 members 
Mstep: Class 8 contains 105876 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14350 members 
Mstep: Class 11 contains 40790 members 
Mstep: Class 12 contains 136266 members 
Mstep: Class 13 contains 33428 members 
Mstep: Class 14 contains 6205 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100721 members 
Mstep: Class 17 contains 5615 members 
Mstep: Class 18 contains 23273 members 
Mstep: Class 19 contains 63526 members 
Mstep: Class 20 contains 21394 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 7371 members 
Mstep: Class 23 contains 13908 members 
Mstep: Class 24 contains 13214 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3947 members 
Mstep: Class 27 contains 16180 members 
Mstep: Class 28 contains 6709 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 96593 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739200.000000 Penalty: 108024.484375
Iteration 258Q: 32 clusters Score -1.577392e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 29953 members 
Mstep: Class 3 contains 53944 members 
Mstep: Class 4 contains 286093 members 
Mstep: Class 5 contains 43061 members 
Mstep: Class 6 contains 46680 members 
Mstep: Class 7 contains 2838 members 
Mstep: Class 8 contains 105844 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14345 members 
Mstep: Class 11 contains 40794 members 
Mstep: Class 12 contains 136264 members 
Mstep: Class 13 contains 33481 members 
Mstep: Class 14 contains 6205 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100717 members 
Mstep: Class 17 contains 5615 members 
Mstep: Class 18 contains 23289 members 
Mstep: Class 19 contains 63361 members 
Mstep: Class 20 contains 21391 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 7372 members 
Mstep: Class 23 contains 13925 members 
Mstep: Class 24 contains 13221 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 16181 members 
Mstep: Class 28 contains 6733 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 96755 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739216.000000 Penalty: 108024.484375
Iteration 259Q: 32 clusters Score -1.577392e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 29942 members 
Mstep: Class 3 contains 53948 members 
Mstep: Class 4 contains 286084 members 
Mstep: Class 5 contains 43056 members 
Mstep: Class 6 contains 46643 members 
Mstep: Class 7 contains 2836 members 
Mstep: Class 8 contains 105805 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14343 members 
Mstep: Class 11 contains 40802 members 
Mstep: Class 12 contains 136273 members 
Mstep: Class 13 contains 33524 members 
Mstep: Class 14 contains 6206 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100710 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 23323 members 
Mstep: Class 19 contains 63201 members 
Mstep: Class 20 contains 21389 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 7373 members 
Mstep: Class 23 contains 13940 members 
Mstep: Class 24 contains 13216 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 3983 members 
Mstep: Class 27 contains 16184 members 
Mstep: Class 28 contains 6760 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 96904 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739376.000000 Penalty: 108024.484375
Iteration 260F: 32 clusters Score -1.577394e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 29925 members 
Mstep: Class 3 contains 53946 members 
Mstep: Class 4 contains 286088 members 
Mstep: Class 5 contains 43057 members 
Mstep: Class 6 contains 46616 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 105753 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 14339 members 
Mstep: Class 11 contains 40807 members 
Mstep: Class 12 contains 136279 members 
Mstep: Class 13 contains 33566 members 
Mstep: Class 14 contains 6207 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100706 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 23339 members 
Mstep: Class 19 contains 63068 members 
Mstep: Class 20 contains 21388 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 7374 members 
Mstep: Class 23 contains 13954 members 
Mstep: Class 24 contains 13209 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4017 members 
Mstep: Class 27 contains 16183 members 
Mstep: Class 28 contains 6802 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 97039 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739536.000000 Penalty: 108024.484375
Iteration 261Q: 32 clusters Score -1.577395e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 29919 members 
Mstep: Class 3 contains 53941 members 
Mstep: Class 4 contains 286106 members 
Mstep: Class 5 contains 43053 members 
Mstep: Class 6 contains 46591 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 105698 members 
Mstep: Class 9 contains 791 members 
Mstep: Class 10 contains 14331 members 
Mstep: Class 11 contains 40811 members 
Mstep: Class 12 contains 136284 members 
Mstep: Class 13 contains 33599 members 
Mstep: Class 14 contains 6212 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100704 members 
Mstep: Class 17 contains 5617 members 
Mstep: Class 18 contains 23369 members 
Mstep: Class 19 contains 62961 members 
Mstep: Class 20 contains 21386 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 13953 members 
Mstep: Class 24 contains 13196 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4054 members 
Mstep: Class 27 contains 16182 members 
Mstep: Class 28 contains 6840 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 97140 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739760.000000 Penalty: 108024.484375
Iteration 262Q: 32 clusters Score -1.577398e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 29911 members 
Mstep: Class 3 contains 53937 members 
Mstep: Class 4 contains 286125 members 
Mstep: Class 5 contains 43048 members 
Mstep: Class 6 contains 46552 members 
Mstep: Class 7 contains 2836 members 
Mstep: Class 8 contains 105637 members 
Mstep: Class 9 contains 791 members 
Mstep: Class 10 contains 14330 members 
Mstep: Class 11 contains 40813 members 
Mstep: Class 12 contains 136293 members 
Mstep: Class 13 contains 33637 members 
Mstep: Class 14 contains 6217 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100701 members 
Mstep: Class 17 contains 5619 members 
Mstep: Class 18 contains 23412 members 
Mstep: Class 19 contains 62866 members 
Mstep: Class 20 contains 21382 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 7374 members 
Mstep: Class 23 contains 13959 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4102 members 
Mstep: Class 27 contains 16184 members 
Mstep: Class 28 contains 6849 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 97234 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740160.000000 Penalty: 108024.484375
Iteration 263Q: 32 clusters Score -1.577402e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 29899 members 
Mstep: Class 3 contains 53929 members 
Mstep: Class 4 contains 286135 members 
Mstep: Class 5 contains 43046 members 
Mstep: Class 6 contains 46503 members 
Mstep: Class 7 contains 2837 members 
Mstep: Class 8 contains 105583 members 
Mstep: Class 9 contains 791 members 
Mstep: Class 10 contains 14328 members 
Mstep: Class 11 contains 40817 members 
Mstep: Class 12 contains 136302 members 
Mstep: Class 13 contains 33666 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100700 members 
Mstep: Class 17 contains 5619 members 
Mstep: Class 18 contains 23463 members 
Mstep: Class 19 contains 62793 members 
Mstep: Class 20 contains 21379 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 7374 members 
Mstep: Class 23 contains 13964 members 
Mstep: Class 24 contains 13164 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4133 members 
Mstep: Class 27 contains 16185 members 
Mstep: Class 28 contains 6877 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 97319 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740432.000000 Penalty: 108024.484375
Iteration 264Q: 32 clusters Score -1.577404e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 29883 members 
Mstep: Class 3 contains 53927 members 
Mstep: Class 4 contains 286140 members 
Mstep: Class 5 contains 43048 members 
Mstep: Class 6 contains 46467 members 
Mstep: Class 7 contains 2837 members 
Mstep: Class 8 contains 105542 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14321 members 
Mstep: Class 11 contains 40817 members 
Mstep: Class 12 contains 136313 members 
Mstep: Class 13 contains 33691 members 
Mstep: Class 14 contains 6225 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 100702 members 
Mstep: Class 17 contains 5619 members 
Mstep: Class 18 contains 23491 members 
Mstep: Class 19 contains 62731 members 
Mstep: Class 20 contains 21373 members 
Mstep: Class 21 contains 4117 members 
Mstep: Class 22 contains 7374 members 
Mstep: Class 23 contains 13965 members 
Mstep: Class 24 contains 13151 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4172 members 
Mstep: Class 27 contains 16187 members 
Mstep: Class 28 contains 6907 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 97383 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740672.000000 Penalty: 108024.484375
Iteration 265Q: 32 clusters Score -1.577407e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 29867 members 
Mstep: Class 3 contains 53920 members 
Mstep: Class 4 contains 286147 members 
Mstep: Class 5 contains 43048 members 
Mstep: Class 6 contains 46431 members 
Mstep: Class 7 contains 2837 members 
Mstep: Class 8 contains 105507 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14316 members 
Mstep: Class 11 contains 40822 members 
Mstep: Class 12 contains 136321 members 
Mstep: Class 13 contains 33726 members 
Mstep: Class 14 contains 6230 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100699 members 
Mstep: Class 17 contains 5620 members 
Mstep: Class 18 contains 23537 members 
Mstep: Class 19 contains 62668 members 
Mstep: Class 20 contains 21367 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 7374 members 
Mstep: Class 23 contains 13973 members 
Mstep: Class 24 contains 13131 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 16189 members 
Mstep: Class 28 contains 6944 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 97438 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740784.000000 Penalty: 108024.484375
Iteration 266Q: 32 clusters Score -1.577408e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 29854 members 
Mstep: Class 3 contains 53923 members 
Mstep: Class 4 contains 286150 members 
Mstep: Class 5 contains 43049 members 
Mstep: Class 6 contains 46377 members 
Mstep: Class 7 contains 2838 members 
Mstep: Class 8 contains 105464 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14310 members 
Mstep: Class 11 contains 40825 members 
Mstep: Class 12 contains 136332 members 
Mstep: Class 13 contains 33774 members 
Mstep: Class 14 contains 6236 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100698 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 23588 members 
Mstep: Class 19 contains 62604 members 
Mstep: Class 20 contains 21361 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 13974 members 
Mstep: Class 24 contains 13112 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4198 members 
Mstep: Class 27 contains 16189 members 
Mstep: Class 28 contains 6994 members 
Mstep: Class 29 contains 4047 members 
Mstep: Class 30 contains 97475 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740736.000000 Penalty: 108024.484375
Iteration 267Q: 32 clusters Score -1.577407e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81233 members 
Mstep: Class 2 contains 29844 members 
Mstep: Class 3 contains 53925 members 
Mstep: Class 4 contains 286147 members 
Mstep: Class 5 contains 43052 members 
Mstep: Class 6 contains 46320 members 
Mstep: Class 7 contains 2836 members 
Mstep: Class 8 contains 105414 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14309 members 
Mstep: Class 11 contains 40828 members 
Mstep: Class 12 contains 136342 members 
Mstep: Class 13 contains 33828 members 
Mstep: Class 14 contains 6237 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100694 members 
Mstep: Class 17 contains 5620 members 
Mstep: Class 18 contains 23628 members 
Mstep: Class 19 contains 62554 members 
Mstep: Class 20 contains 21359 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 13973 members 
Mstep: Class 24 contains 13093 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4206 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 7066 members 
Mstep: Class 29 contains 4049 members 
Mstep: Class 30 contains 97499 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740736.000000 Penalty: 108024.484375
Iteration 268Q: 32 clusters Score -1.577407e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81209 members 
Mstep: Class 2 contains 29839 members 
Mstep: Class 3 contains 53926 members 
Mstep: Class 4 contains 286155 members 
Mstep: Class 5 contains 43053 members 
Mstep: Class 6 contains 46260 members 
Mstep: Class 7 contains 2839 members 
Mstep: Class 8 contains 105362 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14307 members 
Mstep: Class 11 contains 40841 members 
Mstep: Class 12 contains 136332 members 
Mstep: Class 13 contains 33885 members 
Mstep: Class 14 contains 6239 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100689 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 23662 members 
Mstep: Class 19 contains 62516 members 
Mstep: Class 20 contains 21358 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 7380 members 
Mstep: Class 23 contains 13969 members 
Mstep: Class 24 contains 13076 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 7136 members 
Mstep: Class 29 contains 4049 members 
Mstep: Class 30 contains 97522 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740880.000000 Penalty: 108024.484375
Iteration 269Q: 32 clusters Score -1.577409e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 29823 members 
Mstep: Class 3 contains 53924 members 
Mstep: Class 4 contains 286150 members 
Mstep: Class 5 contains 43051 members 
Mstep: Class 6 contains 46214 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 105332 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14301 members 
Mstep: Class 11 contains 40851 members 
Mstep: Class 12 contains 136326 members 
Mstep: Class 13 contains 33928 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100685 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 23687 members 
Mstep: Class 19 contains 62499 members 
Mstep: Class 20 contains 21357 members 
Mstep: Class 21 contains 4119 members 
Mstep: Class 22 contains 7383 members 
Mstep: Class 23 contains 13965 members 
Mstep: Class 24 contains 13063 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 16193 members 
Mstep: Class 28 contains 7210 members 
Mstep: Class 29 contains 4048 members 
Mstep: Class 30 contains 97538 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740800.000000 Penalty: 108024.484375
Iteration 270Q: 32 clusters Score -1.577408e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81154 members 
Mstep: Class 2 contains 29805 members 
Mstep: Class 3 contains 53926 members 
Mstep: Class 4 contains 286155 members 
Mstep: Class 5 contains 43051 members 
Mstep: Class 6 contains 46182 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 105278 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14298 members 
Mstep: Class 11 contains 40861 members 
Mstep: Class 12 contains 136321 members 
Mstep: Class 13 contains 33962 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100685 members 
Mstep: Class 17 contains 5620 members 
Mstep: Class 18 contains 23705 members 
Mstep: Class 19 contains 62484 members 
Mstep: Class 20 contains 21357 members 
Mstep: Class 21 contains 4120 members 
Mstep: Class 22 contains 7389 members 
Mstep: Class 23 contains 13955 members 
Mstep: Class 24 contains 13050 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 7299 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97542 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740848.000000 Penalty: 108024.484375
Iteration 271Q: 32 clusters Score -1.577408e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81138 members 
Mstep: Class 2 contains 29798 members 
Mstep: Class 3 contains 53929 members 
Mstep: Class 4 contains 286164 members 
Mstep: Class 5 contains 43051 members 
Mstep: Class 6 contains 46132 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 105224 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14292 members 
Mstep: Class 11 contains 40858 members 
Mstep: Class 12 contains 136328 members 
Mstep: Class 13 contains 33984 members 
Mstep: Class 14 contains 6238 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100688 members 
Mstep: Class 17 contains 5620 members 
Mstep: Class 18 contains 23743 members 
Mstep: Class 19 contains 62476 members 
Mstep: Class 20 contains 21359 members 
Mstep: Class 21 contains 4121 members 
Mstep: Class 22 contains 7394 members 
Mstep: Class 23 contains 13949 members 
Mstep: Class 24 contains 13029 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 7370 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97543 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740880.000000 Penalty: 108024.484375
Iteration 272Q: 32 clusters Score -1.577409e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 29791 members 
Mstep: Class 3 contains 53932 members 
Mstep: Class 4 contains 286164 members 
Mstep: Class 5 contains 43052 members 
Mstep: Class 6 contains 46082 members 
Mstep: Class 7 contains 2839 members 
Mstep: Class 8 contains 105182 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14292 members 
Mstep: Class 11 contains 40868 members 
Mstep: Class 12 contains 136324 members 
Mstep: Class 13 contains 34018 members 
Mstep: Class 14 contains 6239 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100680 members 
Mstep: Class 17 contains 5620 members 
Mstep: Class 18 contains 23791 members 
Mstep: Class 19 contains 62463 members 
Mstep: Class 20 contains 21358 members 
Mstep: Class 21 contains 4122 members 
Mstep: Class 22 contains 7399 members 
Mstep: Class 23 contains 13940 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4236 members 
Mstep: Class 27 contains 16193 members 
Mstep: Class 28 contains 7430 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97547 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740784.000000 Penalty: 108024.484375
Iteration 273Q: 32 clusters Score -1.577408e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81082 members 
Mstep: Class 2 contains 29778 members 
Mstep: Class 3 contains 53934 members 
Mstep: Class 4 contains 286169 members 
Mstep: Class 5 contains 43050 members 
Mstep: Class 6 contains 46037 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 105138 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14289 members 
Mstep: Class 11 contains 40874 members 
Mstep: Class 12 contains 136320 members 
Mstep: Class 13 contains 34050 members 
Mstep: Class 14 contains 6241 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100682 members 
Mstep: Class 17 contains 5620 members 
Mstep: Class 18 contains 23822 members 
Mstep: Class 19 contains 62452 members 
Mstep: Class 20 contains 21361 members 
Mstep: Class 21 contains 4122 members 
Mstep: Class 22 contains 7401 members 
Mstep: Class 23 contains 13934 members 
Mstep: Class 24 contains 13007 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 7510 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97550 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740784.000000 Penalty: 108024.484375
Iteration 274Q: 32 clusters Score -1.577408e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 29769 members 
Mstep: Class 3 contains 53932 members 
Mstep: Class 4 contains 286165 members 
Mstep: Class 5 contains 43051 members 
Mstep: Class 6 contains 45982 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 8 contains 105102 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14287 members 
Mstep: Class 11 contains 40870 members 
Mstep: Class 12 contains 136328 members 
Mstep: Class 13 contains 34091 members 
Mstep: Class 14 contains 6242 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100682 members 
Mstep: Class 17 contains 5620 members 
Mstep: Class 18 contains 23864 members 
Mstep: Class 19 contains 62440 members 
Mstep: Class 20 contains 21361 members 
Mstep: Class 21 contains 4122 members 
Mstep: Class 22 contains 7402 members 
Mstep: Class 23 contains 13930 members 
Mstep: Class 24 contains 12991 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4233 members 
Mstep: Class 27 contains 16194 members 
Mstep: Class 28 contains 7579 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97555 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740832.000000 Penalty: 108024.484375
Iteration 275Q: 32 clusters Score -1.577408e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 29756 members 
Mstep: Class 3 contains 53930 members 
Mstep: Class 4 contains 286165 members 
Mstep: Class 5 contains 43048 members 
Mstep: Class 6 contains 45932 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 8 contains 105063 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14291 members 
Mstep: Class 11 contains 40874 members 
Mstep: Class 12 contains 136336 members 
Mstep: Class 13 contains 34140 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100681 members 
Mstep: Class 17 contains 5620 members 
Mstep: Class 18 contains 23904 members 
Mstep: Class 19 contains 62427 members 
Mstep: Class 20 contains 21359 members 
Mstep: Class 21 contains 4122 members 
Mstep: Class 22 contains 7403 members 
Mstep: Class 23 contains 13929 members 
Mstep: Class 24 contains 12979 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4229 members 
Mstep: Class 27 contains 16197 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97564 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740976.000000 Penalty: 108024.484375
Iteration 276Q: 32 clusters Score -1.57741e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 29748 members 
Mstep: Class 3 contains 53929 members 
Mstep: Class 4 contains 286166 members 
Mstep: Class 5 contains 43046 members 
Mstep: Class 6 contains 45896 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 105033 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14291 members 
Mstep: Class 11 contains 40872 members 
Mstep: Class 12 contains 136341 members 
Mstep: Class 13 contains 34183 members 
Mstep: Class 14 contains 6249 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100680 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 23932 members 
Mstep: Class 19 contains 62411 members 
Mstep: Class 20 contains 21359 members 
Mstep: Class 21 contains 4122 members 
Mstep: Class 22 contains 7404 members 
Mstep: Class 23 contains 13922 members 
Mstep: Class 24 contains 12956 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4223 members 
Mstep: Class 27 contains 16197 members 
Mstep: Class 28 contains 7676 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97579 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741056.000000 Penalty: 108024.484375
Iteration 277Q: 32 clusters Score -1.577411e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 29743 members 
Mstep: Class 3 contains 53928 members 
Mstep: Class 4 contains 286173 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45857 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 105011 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14289 members 
Mstep: Class 11 contains 40878 members 
Mstep: Class 12 contains 136341 members 
Mstep: Class 13 contains 34226 members 
Mstep: Class 14 contains 6253 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100683 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 23961 members 
Mstep: Class 19 contains 62403 members 
Mstep: Class 20 contains 21361 members 
Mstep: Class 21 contains 4122 members 
Mstep: Class 22 contains 7405 members 
Mstep: Class 23 contains 13923 members 
Mstep: Class 24 contains 12927 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 7702 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97597 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741104.000000 Penalty: 108024.484375
Iteration 278Q: 32 clusters Score -1.577411e+08 nChanged 341
Entering ConstructFrom: 
Score: -157741104.000000 Penalty: 108024.484375
Entering ConstructFrom: 
Trying to split cluster 1 (80949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Entering Unmasked Estep 
Score: -10452850.000000 Penalty: 2802.790527
	Iteration 0F: 2 clusters Score -1.045285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -10398468.000000 Penalty: 5605.581055
	Iteration 0F: 3 clusters Score -1.039847e+07 nChanged 38296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -10419979.000000 Penalty: 5605.581055
	Iteration 1F: 3 clusters Score -1.041998e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -10421095.000000 Penalty: 5605.581055
	Iteration 2Q: 3 clusters Score -1.04211e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -10422713.000000 Penalty: 5605.581055
	Iteration 3Q: 3 clusters Score -1.042271e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -10425667.000000 Penalty: 5605.581055
	Iteration 4F: 3 clusters Score -1.042567e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -10430548.000000 Penalty: 5605.581055
	Iteration 5F: 3 clusters Score -1.043055e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -10437031.000000 Penalty: 5605.581055
	Iteration 6F: 3 clusters Score -1.043703e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -10443170.000000 Penalty: 5605.581055
	Iteration 7F: 3 clusters Score -1.044317e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -10447191.000000 Penalty: 5605.581055
	Iteration 8F: 3 clusters Score -1.044719e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10449127.000000 Penalty: 5605.581055
	Iteration 9Q: 3 clusters Score -1.044913e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80311 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10449884.000000 Penalty: 5605.581055
	Iteration 10Q: 3 clusters Score -1.044988e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10450111.000000 Penalty: 5605.581055
	Iteration 11Q: 3 clusters Score -1.045011e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10450255.000000 Penalty: 5605.581055
	Iteration 12Q: 3 clusters Score -1.045026e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10450303.000000 Penalty: 5605.581055
	Iteration 13Q: 3 clusters Score -1.04503e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10450342.000000 Penalty: 5605.581055
	Iteration 14Q: 3 clusters Score -1.045034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80671 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10450384.000000 Penalty: 5605.581055
	Iteration 15Q: 3 clusters Score -1.045038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10450406.000000 Penalty: 5605.581055
	Iteration 16Q: 3 clusters Score -1.045041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10450412.000000 Penalty: 5605.581055
	Iteration 17Q: 3 clusters Score -1.045041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10450419.000000 Penalty: 5605.581055
	Iteration 18Q: 3 clusters Score -1.045042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10450421.000000 Penalty: 5605.581055
	Iteration 19Q: 3 clusters Score -1.045042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10450420.000000 Penalty: 5605.581055
	Iteration 20F: 3 clusters Score -1.045042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Entering Unmasked Estep 
Score: -3750471.250000 Penalty: 2554.478271
	Iteration 0F: 2 clusters Score -3750471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3729987.500000 Penalty: 5108.956543
	Iteration 0F: 3 clusters Score -3729988 nChanged 13370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3737358.500000 Penalty: 5108.956543
	Iteration 1F: 3 clusters Score -3737358 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3737842.000000 Penalty: 5108.956543
	Iteration 2Q: 3 clusters Score -3737842 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -3738379.250000 Penalty: 5108.956543
	Iteration 3Q: 3 clusters Score -3738379 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3739010.750000 Penalty: 5108.956543
	Iteration 4Q: 3 clusters Score -3739011 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3739771.000000 Penalty: 5108.956543
	Iteration 5Q: 3 clusters Score -3739771 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3740758.250000 Penalty: 5108.956543
	Iteration 6F: 3 clusters Score -3740758 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3742160.000000 Penalty: 5108.956543
	Iteration 7F: 3 clusters Score -3742160 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3743725.500000 Penalty: 5108.956543
	Iteration 8F: 3 clusters Score -3743726 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3745275.250000 Penalty: 5108.956543
	Iteration 9F: 3 clusters Score -3745275 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3746596.250000 Penalty: 5108.956543
	Iteration 10F: 3 clusters Score -3746596 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3747635.000000 Penalty: 5108.956543
	Iteration 11Q: 3 clusters Score -3747635 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -3748359.000000 Penalty: 5108.956543
	Iteration 12Q: 3 clusters Score -3748359 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3748827.000000 Penalty: 5108.956543
	Iteration 13Q: 3 clusters Score -3748827 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3749047.500000 Penalty: 5108.956543
	Iteration 14Q: 3 clusters Score -3749048 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -3749191.250000 Penalty: 5108.956543
	Iteration 15Q: 3 clusters Score -3749191 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3749265.750000 Penalty: 5108.956543
	Iteration 16Q: 3 clusters Score -3749266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3749326.000000 Penalty: 5108.956543
	Iteration 17Q: 3 clusters Score -3749326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3749369.250000 Penalty: 5108.956543
	Iteration 18Q: 3 clusters Score -3749369 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3749452.750000 Penalty: 5108.956543
	Iteration 19Q: 3 clusters Score -3749453 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -3749572.750000 Penalty: 5108.956543
	Iteration 20F: 3 clusters Score -3749573 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -3749657.500000 Penalty: 5108.956543
	Iteration 21Q: 3 clusters Score -3749658 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3749728.750000 Penalty: 5108.956543
	Iteration 22Q: 3 clusters Score -3749729 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -3749771.500000 Penalty: 5108.956543
	Iteration 23Q: 3 clusters Score -3749772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3749814.750000 Penalty: 5108.956543
	Iteration 24Q: 3 clusters Score -3749815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3749835.500000 Penalty: 5108.956543
	Iteration 25Q: 3 clusters Score -3749836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -3749844.250000 Penalty: 5108.956543
	Iteration 26Q: 3 clusters Score -3749844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -3749856.000000 Penalty: 5108.956543
	Iteration 27Q: 3 clusters Score -3749856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -3749863.750000 Penalty: 5108.956543
	Iteration 28Q: 3 clusters Score -3749864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3749869.000000 Penalty: 5108.956543
	Iteration 29Q: 3 clusters Score -3749869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -3749875.750000 Penalty: 5108.956543
	Iteration 30Q: 3 clusters Score -3749876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -3749879.500000 Penalty: 5108.956543
	Iteration 31Q: 3 clusters Score -3749880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -3749884.750000 Penalty: 5108.956543
	Iteration 32Q: 3 clusters Score -3749885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3749889.750000 Penalty: 5108.956543
	Iteration 33Q: 3 clusters Score -3749890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3749899.750000 Penalty: 5108.956543
	Iteration 34Q: 3 clusters Score -3749900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3749904.000000 Penalty: 5108.956543
	Iteration 35Q: 3 clusters Score -3749904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3749904.250000 Penalty: 5108.956543
	Iteration 36Q: 3 clusters Score -3749904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3749904.250000 Penalty: 5108.956543
	Iteration 37Q: 3 clusters Score -3749904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3749908.250000 Penalty: 5108.956543
	Iteration 38Q: 3 clusters Score -3749908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3749914.750000 Penalty: 5108.956543
	Iteration 39Q: 3 clusters Score -3749915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3749916.750000 Penalty: 5108.956543
	Iteration 40F: 3 clusters Score -3749917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -3749921.750000 Penalty: 5108.956543
	Iteration 41Q: 3 clusters Score -3749922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3749926.500000 Penalty: 5108.956543
	Iteration 42Q: 3 clusters Score -3749926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3749930.750000 Penalty: 5108.956543
	Iteration 43Q: 3 clusters Score -3749931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3749935.000000 Penalty: 5108.956543
	Iteration 44Q: 3 clusters Score -3749935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -3749934.500000 Penalty: 5108.956543
	Iteration 45Q: 3 clusters Score -3749934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3749938.750000 Penalty: 5108.956543
	Iteration 46Q: 3 clusters Score -3749939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3749938.750000 Penalty: 5108.956543
	Iteration 47Q: 3 clusters Score -3749939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -3749944.000000 Penalty: 5108.956543
	Iteration 48Q: 3 clusters Score -3749944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -3749946.250000 Penalty: 5108.956543
	Iteration 49Q: 3 clusters Score -3749946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -3749946.250000 Penalty: 5108.956543
	Iteration 50Q: 3 clusters Score -3749946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -3749946.250000 Penalty: 5108.956543
	Iteration 51F: 3 clusters Score -3749946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Entering Unmasked Estep 
Score: -7019964.000000 Penalty: 2702.074463
	Iteration 0F: 2 clusters Score -7019964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -6983514.500000 Penalty: 5404.148926
	Iteration 0F: 3 clusters Score -6983514 nChanged 25181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -6997504.000000 Penalty: 5404.148926
	Iteration 1F: 3 clusters Score -6997504 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -6998176.500000 Penalty: 5404.148926
	Iteration 2Q: 3 clusters Score -6998176 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -6999135.000000 Penalty: 5404.148926
	Iteration 3Q: 3 clusters Score -6999135 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -7000511.000000 Penalty: 5404.148926
	Iteration 4F: 3 clusters Score -7000511 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -7002561.000000 Penalty: 5404.148926
	Iteration 5F: 3 clusters Score -7002561 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -7005422.000000 Penalty: 5404.148926
	Iteration 6F: 3 clusters Score -7005422 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -7008784.000000 Penalty: 5404.148926
	Iteration 7F: 3 clusters Score -7008784 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -7011996.500000 Penalty: 5404.148926
	Iteration 8F: 3 clusters Score -7011996 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -7014338.000000 Penalty: 5404.148926
	Iteration 9F: 3 clusters Score -7014338 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7015698.000000 Penalty: 5404.148926
	Iteration 10Q: 3 clusters Score -7015698 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -7016620.000000 Penalty: 5404.148926
	Iteration 11Q: 3 clusters Score -7016620 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7017191.500000 Penalty: 5404.148926
	Iteration 12Q: 3 clusters Score -7017192 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7017602.500000 Penalty: 5404.148926
	Iteration 13Q: 3 clusters Score -7017602 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7017897.000000 Penalty: 5404.148926
	Iteration 14Q: 3 clusters Score -7017897 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7018078.000000 Penalty: 5404.148926
	Iteration 15Q: 3 clusters Score -7018078 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7018171.000000 Penalty: 5404.148926
	Iteration 16Q: 3 clusters Score -7018171 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7018211.000000 Penalty: 5404.148926
	Iteration 17Q: 3 clusters Score -7018211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7018242.000000 Penalty: 5404.148926
	Iteration 18Q: 3 clusters Score -7018242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7018256.000000 Penalty: 5404.148926
	Iteration 19Q: 3 clusters Score -7018256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7018265.000000 Penalty: 5404.148926
	Iteration 20F: 3 clusters Score -7018265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7018277.000000 Penalty: 5404.148926
	Iteration 21Q: 3 clusters Score -7018277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7018272.000000 Penalty: 5404.148926
	Iteration 22Q: 3 clusters Score -7018272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7018280.500000 Penalty: 5404.148926
	Iteration 23Q: 3 clusters Score -7018280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7018281.500000 Penalty: 5404.148926
	Iteration 24Q: 3 clusters Score -7018282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7018283.000000 Penalty: 5404.148926
	Iteration 25Q: 3 clusters Score -7018283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7018283.500000 Penalty: 5404.148926
	Iteration 26Q: 3 clusters Score -7018284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7018282.000000 Penalty: 5404.148926
	Iteration 27Q: 3 clusters Score -7018282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7018278.000000 Penalty: 5404.148926
	Iteration 28Q: 3 clusters Score -7018278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7018280.500000 Penalty: 5404.148926
	Iteration 29Q: 3 clusters Score -7018280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -7018282.500000 Penalty: 5404.148926
	Iteration 30Q: 3 clusters Score -7018282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7018286.500000 Penalty: 5404.148926
	Iteration 31Q: 3 clusters Score -7018286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -7018286.500000 Penalty: 5404.148926
	Iteration 32Q: 3 clusters Score -7018286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -7018286.500000 Penalty: 5404.148926
	Iteration 33F: 3 clusters Score -7018286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (286172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286172 members 
Entering Unmasked Estep 
Score: -36915100.000000 Penalty: 3115.958252
	Iteration 0F: 2 clusters Score -3.69151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 143535 members 
Entering Unmasked Estep 
Score: -36741140.000000 Penalty: 6231.916504
	Iteration 0F: 3 clusters Score -3.674114e+07 nChanged 138742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 150031 members 
Entering Unmasked Estep 
Score: -36823480.000000 Penalty: 6231.916504
	Iteration 1F: 3 clusters Score -3.682348e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132958 members 
Mstep: Class 2 contains 153214 members 
Entering Unmasked Estep 
Score: -36825192.000000 Penalty: 6231.916504
	Iteration 2Q: 3 clusters Score -3.682519e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128080 members 
Mstep: Class 2 contains 158092 members 
Entering Unmasked Estep 
Score: -36827224.000000 Penalty: 6231.916504
	Iteration 3Q: 3 clusters Score -3.682722e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120934 members 
Mstep: Class 2 contains 165238 members 
Entering Unmasked Estep 
Score: -36830912.000000 Penalty: 6231.916504
	Iteration 4Q: 3 clusters Score -3.683091e+07 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 174996 members 
Entering Unmasked Estep 
Score: -36836612.000000 Penalty: 6231.916504
	Iteration 5Q: 3 clusters Score -3.683661e+07 nChanged 15827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 186607 members 
Entering Unmasked Estep 
Score: -36845704.000000 Penalty: 6231.916504
	Iteration 6F: 3 clusters Score -3.68457e+07 nChanged 17762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88137 members 
Mstep: Class 2 contains 198035 members 
Entering Unmasked Estep 
Score: -36857952.000000 Penalty: 6231.916504
	Iteration 7F: 3 clusters Score -3.685795e+07 nChanged 17607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 205336 members 
Entering Unmasked Estep 
Score: -36869852.000000 Penalty: 6231.916504
	Iteration 8F: 3 clusters Score -3.686985e+07 nChanged 15315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 207533 members 
Entering Unmasked Estep 
Score: -36877884.000000 Penalty: 6231.916504
	Iteration 9F: 3 clusters Score -3.687788e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 207237 members 
Entering Unmasked Estep 
Score: -36880392.000000 Penalty: 6231.916504
	Iteration 10Q: 3 clusters Score -3.688039e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 206346 members 
Entering Unmasked Estep 
Score: -36880400.000000 Penalty: 6231.916504
	Iteration 11Q: 3 clusters Score -3.68804e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 205266 members 
Entering Unmasked Estep 
Score: -36880268.000000 Penalty: 6231.916504
	Iteration 12Q: 3 clusters Score -3.688027e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 204143 members 
Entering Unmasked Estep 
Score: -36879992.000000 Penalty: 6231.916504
	Iteration 13Q: 3 clusters Score -3.687999e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 202924 members 
Entering Unmasked Estep 
Score: -36879848.000000 Penalty: 6231.916504
	Iteration 14Q: 3 clusters Score -3.687985e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 201577 members 
Entering Unmasked Estep 
Score: -36879716.000000 Penalty: 6231.916504
	Iteration 15Q: 3 clusters Score -3.687972e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86058 members 
Mstep: Class 2 contains 200114 members 
Entering Unmasked Estep 
Score: -36879620.000000 Penalty: 6231.916504
	Iteration 16Q: 3 clusters Score -3.687962e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 198562 members 
Entering Unmasked Estep 
Score: -36879508.000000 Penalty: 6231.916504
	Iteration 17Q: 3 clusters Score -3.687951e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 196805 members 
Entering Unmasked Estep 
Score: -36879300.000000 Penalty: 6231.916504
	Iteration 18Q: 3 clusters Score -3.68793e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 194995 members 
Entering Unmasked Estep 
Score: -36879036.000000 Penalty: 6231.916504
	Iteration 19Q: 3 clusters Score -3.687904e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93104 members 
Mstep: Class 2 contains 193068 members 
Entering Unmasked Estep 
Score: -36878856.000000 Penalty: 6231.916504
	Iteration 20F: 3 clusters Score -3.687886e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 191022 members 
Entering Unmasked Estep 
Score: -36878728.000000 Penalty: 6231.916504
	Iteration 21Q: 3 clusters Score -3.687873e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97268 members 
Mstep: Class 2 contains 188904 members 
Entering Unmasked Estep 
Score: -36878560.000000 Penalty: 6231.916504
	Iteration 22Q: 3 clusters Score -3.687856e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99432 members 
Mstep: Class 2 contains 186740 members 
Entering Unmasked Estep 
Score: -36878504.000000 Penalty: 6231.916504
	Iteration 23Q: 3 clusters Score -3.68785e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 184621 members 
Entering Unmasked Estep 
Score: -36878340.000000 Penalty: 6231.916504
	Iteration 24Q: 3 clusters Score -3.687834e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 182430 members 
Entering Unmasked Estep 
Score: -36878396.000000 Penalty: 6231.916504
	Iteration 25Q: 3 clusters Score -3.68784e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106024 members 
Mstep: Class 2 contains 180148 members 
Entering Unmasked Estep 
Score: -36878388.000000 Penalty: 6231.916504
	Iteration 26Q: 3 clusters Score -3.687839e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108466 members 
Mstep: Class 2 contains 177706 members 
Entering Unmasked Estep 
Score: -36878556.000000 Penalty: 6231.916504
	Iteration 27Q: 3 clusters Score -3.687856e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110971 members 
Mstep: Class 2 contains 175201 members 
Entering Unmasked Estep 
Score: -36878324.000000 Penalty: 6231.916504
	Iteration 28Q: 3 clusters Score -3.687832e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113510 members 
Mstep: Class 2 contains 172662 members 
Entering Unmasked Estep 
Score: -36878360.000000 Penalty: 6231.916504
	Iteration 29Q: 3 clusters Score -3.687836e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116100 members 
Mstep: Class 2 contains 170072 members 
Entering Unmasked Estep 
Score: -36878380.000000 Penalty: 6231.916504
	Iteration 30Q: 3 clusters Score -3.687838e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118666 members 
Mstep: Class 2 contains 167506 members 
Entering Unmasked Estep 
Score: -36878596.000000 Penalty: 6231.916504
	Iteration 31Q: 3 clusters Score -3.68786e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121286 members 
Mstep: Class 2 contains 164886 members 
Entering Unmasked Estep 
Score: -36878844.000000 Penalty: 6231.916504
	Iteration 32Q: 3 clusters Score -3.687884e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123784 members 
Mstep: Class 2 contains 162388 members 
Entering Unmasked Estep 
Score: -36878812.000000 Penalty: 6231.916504
	Iteration 33Q: 3 clusters Score -3.687881e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126268 members 
Mstep: Class 2 contains 159904 members 
Entering Unmasked Estep 
Score: -36878852.000000 Penalty: 6231.916504
	Iteration 34Q: 3 clusters Score -3.687885e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128579 members 
Mstep: Class 2 contains 157593 members 
Entering Unmasked Estep 
Score: -36879112.000000 Penalty: 6231.916504
	Iteration 35Q: 3 clusters Score -3.687911e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130814 members 
Mstep: Class 2 contains 155358 members 
Entering Unmasked Estep 
Score: -36879236.000000 Penalty: 6231.916504
	Iteration 36Q: 3 clusters Score -3.687924e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133033 members 
Mstep: Class 2 contains 153139 members 
Entering Unmasked Estep 
Score: -36879332.000000 Penalty: 6231.916504
	Iteration 37Q: 3 clusters Score -3.687933e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135143 members 
Mstep: Class 2 contains 151029 members 
Entering Unmasked Estep 
Score: -36879440.000000 Penalty: 6231.916504
	Iteration 38Q: 3 clusters Score -3.687944e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137032 members 
Mstep: Class 2 contains 149140 members 
Entering Unmasked Estep 
Score: -36879664.000000 Penalty: 6231.916504
	Iteration 39Q: 3 clusters Score -3.687966e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138830 members 
Mstep: Class 2 contains 147342 members 
Entering Unmasked Estep 
Score: -36879788.000000 Penalty: 6231.916504
	Iteration 40F: 3 clusters Score -3.687979e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140479 members 
Mstep: Class 2 contains 145693 members 
Entering Unmasked Estep 
Score: -36879768.000000 Penalty: 6231.916504
	Iteration 41Q: 3 clusters Score -3.687977e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142033 members 
Mstep: Class 2 contains 144139 members 
Entering Unmasked Estep 
Score: -36879780.000000 Penalty: 6231.916504
	Iteration 42Q: 3 clusters Score -3.687978e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143595 members 
Mstep: Class 2 contains 142577 members 
Entering Unmasked Estep 
Score: -36879880.000000 Penalty: 6231.916504
	Iteration 43Q: 3 clusters Score -3.687988e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145142 members 
Mstep: Class 2 contains 141030 members 
Entering Unmasked Estep 
Score: -36879952.000000 Penalty: 6231.916504
	Iteration 44Q: 3 clusters Score -3.687995e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146788 members 
Mstep: Class 2 contains 139384 members 
Entering Unmasked Estep 
Score: -36880024.000000 Penalty: 6231.916504
	Iteration 45Q: 3 clusters Score -3.688002e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148836 members 
Mstep: Class 2 contains 137336 members 
Entering Unmasked Estep 
Score: -36880236.000000 Penalty: 6231.916504
	Iteration 46Q: 3 clusters Score -3.688024e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151189 members 
Mstep: Class 2 contains 134983 members 
Entering Unmasked Estep 
Score: -36880336.000000 Penalty: 6231.916504
	Iteration 47Q: 3 clusters Score -3.688034e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153928 members 
Mstep: Class 2 contains 132244 members 
Entering Unmasked Estep 
Score: -36880644.000000 Penalty: 6231.916504
	Iteration 48Q: 3 clusters Score -3.688064e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157292 members 
Mstep: Class 2 contains 128880 members 
Entering Unmasked Estep 
Score: -36880716.000000 Penalty: 6231.916504
	Iteration 49Q: 3 clusters Score -3.688072e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161350 members 
Mstep: Class 2 contains 124822 members 
Entering Unmasked Estep 
Score: -36881264.000000 Penalty: 6231.916504
	Iteration 50Q: 3 clusters Score -3.688126e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166376 members 
Mstep: Class 2 contains 119796 members 
Entering Unmasked Estep 
Score: -36881896.000000 Penalty: 6231.916504
	Iteration 51Q: 3 clusters Score -3.68819e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172304 members 
Mstep: Class 2 contains 113868 members 
Entering Unmasked Estep 
Score: -36882476.000000 Penalty: 6231.916504
	Iteration 52Q: 3 clusters Score -3.688248e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179204 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -36883364.000000 Penalty: 6231.916504
	Iteration 53Q: 3 clusters Score -3.688336e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187102 members 
Mstep: Class 2 contains 99070 members 
Entering Unmasked Estep 
Score: -36884620.000000 Penalty: 6231.916504
	Iteration 54Q: 3 clusters Score -3.688462e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195871 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -36886176.000000 Penalty: 6231.916504
	Iteration 55Q: 3 clusters Score -3.688618e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205241 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -36888660.000000 Penalty: 6231.916504
	Iteration 56Q: 3 clusters Score -3.688866e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214943 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -36891996.000000 Penalty: 6231.916504
	Iteration 57Q: 3 clusters Score -3.6892e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224413 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -36894492.000000 Penalty: 6231.916504
	Iteration 58Q: 3 clusters Score -3.689449e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233080 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -36896308.000000 Penalty: 6231.916504
	Iteration 59Q: 3 clusters Score -3.689631e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240992 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -36899536.000000 Penalty: 6231.916504
	Iteration 60F: 3 clusters Score -3.689954e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250184 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -36902600.000000 Penalty: 6231.916504
	Iteration 61Q: 3 clusters Score -3.69026e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257958 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -36905064.000000 Penalty: 6231.916504
	Iteration 62Q: 3 clusters Score -3.690506e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264113 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -36907220.000000 Penalty: 6231.916504
	Iteration 63Q: 3 clusters Score -3.690722e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268961 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -36908420.000000 Penalty: 6231.916504
	Iteration 64Q: 3 clusters Score -3.690842e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272747 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -36909264.000000 Penalty: 6231.916504
	Iteration 65Q: 3 clusters Score -3.690926e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275623 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -36910040.000000 Penalty: 6231.916504
	Iteration 66Q: 3 clusters Score -3.691004e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277873 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -36910632.000000 Penalty: 6231.916504
	Iteration 67Q: 3 clusters Score -3.691063e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279637 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -36910952.000000 Penalty: 6231.916504
	Iteration 68Q: 3 clusters Score -3.691095e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281042 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -36911436.000000 Penalty: 6231.916504
	Iteration 69Q: 3 clusters Score -3.691144e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282166 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -36911664.000000 Penalty: 6231.916504
	Iteration 70Q: 3 clusters Score -3.691166e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283050 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -36911940.000000 Penalty: 6231.916504
	Iteration 71Q: 3 clusters Score -3.691194e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283719 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -36912092.000000 Penalty: 6231.916504
	Iteration 72Q: 3 clusters Score -3.691209e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284233 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -36912224.000000 Penalty: 6231.916504
	Iteration 73Q: 3 clusters Score -3.691222e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284597 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -36912312.000000 Penalty: 6231.916504
	Iteration 74Q: 3 clusters Score -3.691231e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284893 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -36912428.000000 Penalty: 6231.916504
	Iteration 75Q: 3 clusters Score -3.691243e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285095 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -36912432.000000 Penalty: 6231.916504
	Iteration 76Q: 3 clusters Score -3.691243e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285241 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -36912452.000000 Penalty: 6231.916504
	Iteration 77Q: 3 clusters Score -3.691245e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285333 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -36912476.000000 Penalty: 6231.916504
	Iteration 78Q: 3 clusters Score -3.691248e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285401 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -36912528.000000 Penalty: 6231.916504
	Iteration 79Q: 3 clusters Score -3.691253e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285443 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -36912544.000000 Penalty: 6231.916504
	Iteration 80F: 3 clusters Score -3.691254e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285478 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -36912512.000000 Penalty: 6231.916504
	Iteration 81Q: 3 clusters Score -3.691251e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285513 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -36912536.000000 Penalty: 6231.916504
	Iteration 82Q: 3 clusters Score -3.691254e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285540 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -36912552.000000 Penalty: 6231.916504
	Iteration 83Q: 3 clusters Score -3.691255e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285566 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -36912580.000000 Penalty: 6231.916504
	Iteration 84Q: 3 clusters Score -3.691258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285581 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -36912556.000000 Penalty: 6231.916504
	Iteration 85Q: 3 clusters Score -3.691256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285590 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -36912600.000000 Penalty: 6231.916504
	Iteration 86Q: 3 clusters Score -3.69126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285602 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -36912604.000000 Penalty: 6231.916504
	Iteration 87Q: 3 clusters Score -3.69126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285609 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -36912608.000000 Penalty: 6231.916504
	Iteration 88Q: 3 clusters Score -3.691261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285614 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -36912600.000000 Penalty: 6231.916504
	Iteration 89Q: 3 clusters Score -3.69126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285618 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -36912608.000000 Penalty: 6231.916504
	Iteration 90Q: 3 clusters Score -3.691261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285623 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -36912600.000000 Penalty: 6231.916504
	Iteration 91Q: 3 clusters Score -3.69126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285633 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -36912600.000000 Penalty: 6231.916504
	Iteration 92Q: 3 clusters Score -3.69126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285645 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -36912608.000000 Penalty: 6231.916504
	Iteration 93Q: 3 clusters Score -3.691261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285648 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -36912612.000000 Penalty: 6231.916504
	Iteration 94Q: 3 clusters Score -3.691261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285653 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -36912616.000000 Penalty: 6231.916504
	Iteration 95Q: 3 clusters Score -3.691262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285657 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -36912604.000000 Penalty: 6231.916504
	Iteration 96Q: 3 clusters Score -3.69126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285659 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -36912640.000000 Penalty: 6231.916504
	Iteration 97Q: 3 clusters Score -3.691264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285666 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -36912616.000000 Penalty: 6231.916504
	Iteration 98Q: 3 clusters Score -3.691262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285673 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -36912620.000000 Penalty: 6231.916504
	Iteration 99Q: 3 clusters Score -3.691262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285677 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -36912592.000000 Penalty: 6231.916504
	Iteration 100F: 3 clusters Score -3.691259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285681 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -36912592.000000 Penalty: 6231.916504
	Iteration 101Q: 3 clusters Score -3.691259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285683 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -36912612.000000 Penalty: 6231.916504
	Iteration 102Q: 3 clusters Score -3.691261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285682 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -36912616.000000 Penalty: 6231.916504
	Iteration 103Q: 3 clusters Score -3.691262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285682 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -36912616.000000 Penalty: 6231.916504
	Iteration 104F: 3 clusters Score -3.691262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Entering Unmasked Estep 
Score: -5459083.500000 Penalty: 2646.137207
	Iteration 0F: 2 clusters Score -5459084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5429917.000000 Penalty: 5292.274414
	Iteration 0F: 3 clusters Score -5429917 nChanged 19718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5440725.500000 Penalty: 5292.274414
	Iteration 1F: 3 clusters Score -5440726 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -5441166.000000 Penalty: 5292.274414
	Iteration 2Q: 3 clusters Score -5441166 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -5441574.500000 Penalty: 5292.274414
	Iteration 3Q: 3 clusters Score -5441574 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -5442015.500000 Penalty: 5292.274414
	Iteration 4Q: 3 clusters Score -5442016 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -5442442.500000 Penalty: 5292.274414
	Iteration 5Q: 3 clusters Score -5442442 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -5442880.000000 Penalty: 5292.274414
	Iteration 6Q: 3 clusters Score -5442880 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -5443289.000000 Penalty: 5292.274414
	Iteration 7Q: 3 clusters Score -5443289 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -5443735.500000 Penalty: 5292.274414
	Iteration 8Q: 3 clusters Score -5443736 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -5444248.000000 Penalty: 5292.274414
	Iteration 9Q: 3 clusters Score -5444248 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -5444830.000000 Penalty: 5292.274414
	Iteration 10Q: 3 clusters Score -5444830 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -5445579.500000 Penalty: 5292.274414
	Iteration 11Q: 3 clusters Score -5445580 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -5446411.500000 Penalty: 5292.274414
	Iteration 12Q: 3 clusters Score -5446412 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -5447403.500000 Penalty: 5292.274414
	Iteration 13Q: 3 clusters Score -5447404 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -5448500.500000 Penalty: 5292.274414
	Iteration 14Q: 3 clusters Score -5448500 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -5449539.500000 Penalty: 5292.274414
	Iteration 15Q: 3 clusters Score -5449540 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -5450533.500000 Penalty: 5292.274414
	Iteration 16Q: 3 clusters Score -5450534 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -5451347.000000 Penalty: 5292.274414
	Iteration 17Q: 3 clusters Score -5451347 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -5452081.500000 Penalty: 5292.274414
	Iteration 18Q: 3 clusters Score -5452082 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -5452842.500000 Penalty: 5292.274414
	Iteration 19Q: 3 clusters Score -5452842 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -5453555.000000 Penalty: 5292.274414
	Iteration 20F: 3 clusters Score -5453555 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -5454181.500000 Penalty: 5292.274414
	Iteration 21Q: 3 clusters Score -5454182 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -5454763.500000 Penalty: 5292.274414
	Iteration 22Q: 3 clusters Score -5454764 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -5455246.000000 Penalty: 5292.274414
	Iteration 23Q: 3 clusters Score -5455246 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -5455601.000000 Penalty: 5292.274414
	Iteration 24Q: 3 clusters Score -5455601 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -5455883.500000 Penalty: 5292.274414
	Iteration 25Q: 3 clusters Score -5455884 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -5456100.500000 Penalty: 5292.274414
	Iteration 26Q: 3 clusters Score -5456100 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5456269.000000 Penalty: 5292.274414
	Iteration 27Q: 3 clusters Score -5456269 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5456409.500000 Penalty: 5292.274414
	Iteration 28Q: 3 clusters Score -5456410 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -5456503.000000 Penalty: 5292.274414
	Iteration 29Q: 3 clusters Score -5456503 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -5456578.000000 Penalty: 5292.274414
	Iteration 30Q: 3 clusters Score -5456578 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -5456639.500000 Penalty: 5292.274414
	Iteration 31Q: 3 clusters Score -5456640 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -5456703.000000 Penalty: 5292.274414
	Iteration 32Q: 3 clusters Score -5456703 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -5456725.000000 Penalty: 5292.274414
	Iteration 33Q: 3 clusters Score -5456725 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -5456756.500000 Penalty: 5292.274414
	Iteration 34Q: 3 clusters Score -5456756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -5456788.500000 Penalty: 5292.274414
	Iteration 35Q: 3 clusters Score -5456788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -5456796.500000 Penalty: 5292.274414
	Iteration 36Q: 3 clusters Score -5456796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -5456823.500000 Penalty: 5292.274414
	Iteration 37Q: 3 clusters Score -5456824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -5456844.500000 Penalty: 5292.274414
	Iteration 38Q: 3 clusters Score -5456844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -5456862.000000 Penalty: 5292.274414
	Iteration 39Q: 3 clusters Score -5456862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -5456877.000000 Penalty: 5292.274414
	Iteration 40F: 3 clusters Score -5456877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -5456879.000000 Penalty: 5292.274414
	Iteration 41Q: 3 clusters Score -5456879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -5456885.500000 Penalty: 5292.274414
	Iteration 42Q: 3 clusters Score -5456886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5456888.000000 Penalty: 5292.274414
	Iteration 43Q: 3 clusters Score -5456888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -5456896.500000 Penalty: 5292.274414
	Iteration 44Q: 3 clusters Score -5456896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -5456898.000000 Penalty: 5292.274414
	Iteration 45Q: 3 clusters Score -5456898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -5456908.500000 Penalty: 5292.274414
	Iteration 46Q: 3 clusters Score -5456908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5456916.500000 Penalty: 5292.274414
	Iteration 47Q: 3 clusters Score -5456916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -5456915.000000 Penalty: 5292.274414
	Iteration 48Q: 3 clusters Score -5456915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -5456925.500000 Penalty: 5292.274414
	Iteration 49Q: 3 clusters Score -5456926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -5456927.500000 Penalty: 5292.274414
	Iteration 50Q: 3 clusters Score -5456928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -5456926.000000 Penalty: 5292.274414
	Iteration 51Q: 3 clusters Score -5456926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -5456937.000000 Penalty: 5292.274414
	Iteration 52Q: 3 clusters Score -5456937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -5456932.500000 Penalty: 5292.274414
	Iteration 53Q: 3 clusters Score -5456932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -5456932.000000 Penalty: 5292.274414
	Iteration 54Q: 3 clusters Score -5456932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -5456937.000000 Penalty: 5292.274414
	Iteration 55Q: 3 clusters Score -5456937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -5456939.500000 Penalty: 5292.274414
	Iteration 56Q: 3 clusters Score -5456940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5456938.500000 Penalty: 5292.274414
	Iteration 57Q: 3 clusters Score -5456938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -5456941.000000 Penalty: 5292.274414
	Iteration 58Q: 3 clusters Score -5456941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -5456942.500000 Penalty: 5292.274414
	Iteration 59Q: 3 clusters Score -5456942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -5456940.500000 Penalty: 5292.274414
	Iteration 60F: 3 clusters Score -5456940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -5456941.500000 Penalty: 5292.274414
	Iteration 61Q: 3 clusters Score -5456942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -5456943.000000 Penalty: 5292.274414
	Iteration 62Q: 3 clusters Score -5456943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -5456942.000000 Penalty: 5292.274414
	Iteration 63Q: 3 clusters Score -5456942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -5456944.000000 Penalty: 5292.274414
	Iteration 64Q: 3 clusters Score -5456944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -5456942.500000 Penalty: 5292.274414
	Iteration 65Q: 3 clusters Score -5456942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -5456948.000000 Penalty: 5292.274414
	Iteration 66Q: 3 clusters Score -5456948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -5456951.500000 Penalty: 5292.274414
	Iteration 67Q: 3 clusters Score -5456952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5456955.000000 Penalty: 5292.274414
	Iteration 68Q: 3 clusters Score -5456955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -5456958.000000 Penalty: 5292.274414
	Iteration 69Q: 3 clusters Score -5456958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -5456958.000000 Penalty: 5292.274414
	Iteration 70F: 3 clusters Score -5456958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Entering Unmasked Estep 
Score: -5602745.500000 Penalty: 2661.643311
	Iteration 0F: 2 clusters Score -5602746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -5572028.500000 Penalty: 5323.286621
	Iteration 0F: 3 clusters Score -5572028 nChanged 20882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5583547.500000 Penalty: 5323.286621
	Iteration 1F: 3 clusters Score -5583548 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -5584310.000000 Penalty: 5323.286621
	Iteration 2Q: 3 clusters Score -5584310 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -5585077.000000 Penalty: 5323.286621
	Iteration 3Q: 3 clusters Score -5585077 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -5585845.000000 Penalty: 5323.286621
	Iteration 4Q: 3 clusters Score -5585845 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -5586712.000000 Penalty: 5323.286621
	Iteration 5Q: 3 clusters Score -5586712 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -5587840.000000 Penalty: 5323.286621
	Iteration 6Q: 3 clusters Score -5587840 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -5589294.500000 Penalty: 5323.286621
	Iteration 7F: 3 clusters Score -5589294 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -5591136.500000 Penalty: 5323.286621
	Iteration 8F: 3 clusters Score -5591136 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -5593489.000000 Penalty: 5323.286621
	Iteration 9F: 3 clusters Score -5593489 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -5596272.000000 Penalty: 5323.286621
	Iteration 10F: 3 clusters Score -5596272 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -5598878.500000 Penalty: 5323.286621
	Iteration 11F: 3 clusters Score -5598878 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -5600596.000000 Penalty: 5323.286621
	Iteration 12Q: 3 clusters Score -5600596 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -5601735.000000 Penalty: 5323.286621
	Iteration 13Q: 3 clusters Score -5601735 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -5602298.500000 Penalty: 5323.286621
	Iteration 14Q: 3 clusters Score -5602298 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -5602503.500000 Penalty: 5323.286621
	Iteration 15Q: 3 clusters Score -5602504 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -5602608.500000 Penalty: 5323.286621
	Iteration 16Q: 3 clusters Score -5602608 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -5602648.000000 Penalty: 5323.286621
	Iteration 17Q: 3 clusters Score -5602648 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -5602668.500000 Penalty: 5323.286621
	Iteration 18Q: 3 clusters Score -5602668 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -5602681.500000 Penalty: 5323.286621
	Iteration 19Q: 3 clusters Score -5602682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -5602689.500000 Penalty: 5323.286621
	Iteration 20F: 3 clusters Score -5602690 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -5602685.500000 Penalty: 5323.286621
	Iteration 21Q: 3 clusters Score -5602686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -5602694.000000 Penalty: 5323.286621
	Iteration 22Q: 3 clusters Score -5602694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -5602696.500000 Penalty: 5323.286621
	Iteration 23Q: 3 clusters Score -5602696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -5602696.500000 Penalty: 5323.286621
	Iteration 24Q: 3 clusters Score -5602696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -5602700.500000 Penalty: 5323.286621
	Iteration 25Q: 3 clusters Score -5602700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -5602699.500000 Penalty: 5323.286621
	Iteration 26Q: 3 clusters Score -5602700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -5602690.500000 Penalty: 5323.286621
	Iteration 27Q: 3 clusters Score -5602690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -5602689.000000 Penalty: 5323.286621
	Iteration 28Q: 3 clusters Score -5602689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -5602690.500000 Penalty: 5323.286621
	Iteration 29Q: 3 clusters Score -5602690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -5602689.500000 Penalty: 5323.286621
	Iteration 30Q: 3 clusters Score -5602690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -5602685.500000 Penalty: 5323.286621
	Iteration 31Q: 3 clusters Score -5602686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -5602689.000000 Penalty: 5323.286621
	Iteration 32Q: 3 clusters Score -5602689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -5602690.000000 Penalty: 5323.286621
	Iteration 33Q: 3 clusters Score -5602690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -5602687.500000 Penalty: 5323.286621
	Iteration 34Q: 3 clusters Score -5602688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -5602689.500000 Penalty: 5323.286621
	Iteration 35Q: 3 clusters Score -5602690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -5602688.000000 Penalty: 5323.286621
	Iteration 36Q: 3 clusters Score -5602688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -5602688.500000 Penalty: 5323.286621
	Iteration 37Q: 3 clusters Score -5602688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -5602694.000000 Penalty: 5323.286621
	Iteration 38Q: 3 clusters Score -5602694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -5602686.000000 Penalty: 5323.286621
	Iteration 39Q: 3 clusters Score -5602686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -5602684.000000 Penalty: 5323.286621
	Iteration 40F: 3 clusters Score -5602684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -5602695.000000 Penalty: 5323.286621
	Iteration 41Q: 3 clusters Score -5602695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -5602701.000000 Penalty: 5323.286621
	Iteration 42Q: 3 clusters Score -5602701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -5602706.500000 Penalty: 5323.286621
	Iteration 43Q: 3 clusters Score -5602706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -5602697.000000 Penalty: 5323.286621
	Iteration 44Q: 3 clusters Score -5602697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -5602693.000000 Penalty: 5323.286621
	Iteration 45Q: 3 clusters Score -5602693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -5602693.000000 Penalty: 5323.286621
	Iteration 46F: 3 clusters Score -5602693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -332467.437500 Penalty: 1972.248535
	Iteration 0F: 2 clusters Score -332467.4 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 1439 members 
Entering Unmasked Estep 
Score: -329337.000000 Penalty: 3944.497070
	Iteration 0F: 3 clusters Score -329337 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -329952.250000 Penalty: 3944.497070
	Iteration 1F: 3 clusters Score -329952.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -330084.718750 Penalty: 3944.497070
	Iteration 2F: 3 clusters Score -330084.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -330169.593750 Penalty: 3944.497070
	Iteration 3Q: 3 clusters Score -330169.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -330224.781250 Penalty: 3944.497070
	Iteration 4Q: 3 clusters Score -330224.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -330262.875000 Penalty: 3944.497070
	Iteration 5Q: 3 clusters Score -330262.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -330292.875000 Penalty: 3944.497070
	Iteration 6Q: 3 clusters Score -330292.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -330324.093750 Penalty: 3944.497070
	Iteration 7Q: 3 clusters Score -330324.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -330346.656250 Penalty: 3944.497070
	Iteration 8Q: 3 clusters Score -330346.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -330373.812500 Penalty: 3944.497070
	Iteration 9Q: 3 clusters Score -330373.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -330404.062500 Penalty: 3944.497070
	Iteration 10Q: 3 clusters Score -330404.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -330439.062500 Penalty: 3944.497070
	Iteration 11Q: 3 clusters Score -330439.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -330465.531250 Penalty: 3944.497070
	Iteration 12Q: 3 clusters Score -330465.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -330490.937500 Penalty: 3944.497070
	Iteration 13Q: 3 clusters Score -330490.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -330521.187500 Penalty: 3944.497070
	Iteration 14Q: 3 clusters Score -330521.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -330556.281250 Penalty: 3944.497070
	Iteration 15Q: 3 clusters Score -330556.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -330596.781250 Penalty: 3944.497070
	Iteration 16Q: 3 clusters Score -330596.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -330643.718750 Penalty: 3944.497070
	Iteration 17Q: 3 clusters Score -330643.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -330708.843750 Penalty: 3944.497070
	Iteration 18Q: 3 clusters Score -330708.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -330779.062500 Penalty: 3944.497070
	Iteration 19Q: 3 clusters Score -330779.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -330858.093750 Penalty: 3944.497070
	Iteration 20F: 3 clusters Score -330858.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -330968.187500 Penalty: 3944.497070
	Iteration 21Q: 3 clusters Score -330968.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -331058.531250 Penalty: 3944.497070
	Iteration 22Q: 3 clusters Score -331058.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -331147.031250 Penalty: 3944.497070
	Iteration 23Q: 3 clusters Score -331147 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -331243.062500 Penalty: 3944.497070
	Iteration 24Q: 3 clusters Score -331243.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -331289.093750 Penalty: 3944.497070
	Iteration 25Q: 3 clusters Score -331289.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -331313.968750 Penalty: 3944.497070
	Iteration 26Q: 3 clusters Score -331314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -331346.281250 Penalty: 3944.497070
	Iteration 27Q: 3 clusters Score -331346.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -331375.531250 Penalty: 3944.497070
	Iteration 28Q: 3 clusters Score -331375.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -331400.125000 Penalty: 3944.497070
	Iteration 29Q: 3 clusters Score -331400.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -331429.906250 Penalty: 3944.497070
	Iteration 30Q: 3 clusters Score -331429.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -331458.281250 Penalty: 3944.497070
	Iteration 31Q: 3 clusters Score -331458.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -331474.781250 Penalty: 3944.497070
	Iteration 32Q: 3 clusters Score -331474.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -331498.500000 Penalty: 3944.497070
	Iteration 33Q: 3 clusters Score -331498.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -331521.625000 Penalty: 3944.497070
	Iteration 34Q: 3 clusters Score -331521.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -331551.187500 Penalty: 3944.497070
	Iteration 35Q: 3 clusters Score -331551.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -331583.843750 Penalty: 3944.497070
	Iteration 36Q: 3 clusters Score -331583.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -331603.031250 Penalty: 3944.497070
	Iteration 37Q: 3 clusters Score -331603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -331617.500000 Penalty: 3944.497070
	Iteration 38Q: 3 clusters Score -331617.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -331632.906250 Penalty: 3944.497070
	Iteration 39Q: 3 clusters Score -331632.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -331656.500000 Penalty: 3944.497070
	Iteration 40F: 3 clusters Score -331656.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -331677.312500 Penalty: 3944.497070
	Iteration 41Q: 3 clusters Score -331677.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -331716.343750 Penalty: 3944.497070
	Iteration 42Q: 3 clusters Score -331716.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -331768.468750 Penalty: 3944.497070
	Iteration 43Q: 3 clusters Score -331768.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -331829.312500 Penalty: 3944.497070
	Iteration 44Q: 3 clusters Score -331829.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -331889.875000 Penalty: 3944.497070
	Iteration 45Q: 3 clusters Score -331889.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -331949.156250 Penalty: 3944.497070
	Iteration 46Q: 3 clusters Score -331949.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -331996.843750 Penalty: 3944.497070
	Iteration 47Q: 3 clusters Score -331996.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -332020.218750 Penalty: 3944.497070
	Iteration 48Q: 3 clusters Score -332020.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -332037.281250 Penalty: 3944.497070
	Iteration 49Q: 3 clusters Score -332037.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -332051.156250 Penalty: 3944.497070
	Iteration 50Q: 3 clusters Score -332051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -332059.250000 Penalty: 3944.497070
	Iteration 51Q: 3 clusters Score -332059.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -332070.343750 Penalty: 3944.497070
	Iteration 52Q: 3 clusters Score -332070.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -332081.906250 Penalty: 3944.497070
	Iteration 53Q: 3 clusters Score -332081.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -332087.906250 Penalty: 3944.497070
	Iteration 54Q: 3 clusters Score -332087.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -332094.437500 Penalty: 3944.497070
	Iteration 55Q: 3 clusters Score -332094.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -332099.125000 Penalty: 3944.497070
	Iteration 56Q: 3 clusters Score -332099.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -332103.218750 Penalty: 3944.497070
	Iteration 57Q: 3 clusters Score -332103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -332104.437500 Penalty: 3944.497070
	Iteration 58Q: 3 clusters Score -332104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -332104.500000 Penalty: 3944.497070
	Iteration 59Q: 3 clusters Score -332104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -332107.062500 Penalty: 3944.497070
	Iteration 60F: 3 clusters Score -332107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -332108.187500 Penalty: 3944.497070
	Iteration 61Q: 3 clusters Score -332108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -332108.187500 Penalty: 3944.497070
	Iteration 62F: 3 clusters Score -332108.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (105007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105007 members 
Entering Unmasked Estep 
Score: -13328500.000000 Penalty: 2867.322021
	Iteration 0F: 2 clusters Score -1.33285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -13258455.000000 Penalty: 5734.644043
	Iteration 0F: 3 clusters Score -1.325846e+07 nChanged 49615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -13286528.000000 Penalty: 5734.644043
	Iteration 1F: 3 clusters Score -1.328653e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -13287223.000000 Penalty: 5734.644043
	Iteration 2Q: 3 clusters Score -1.328722e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -13288035.000000 Penalty: 5734.644043
	Iteration 3Q: 3 clusters Score -1.328804e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -13288996.000000 Penalty: 5734.644043
	Iteration 4Q: 3 clusters Score -1.3289e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -13290236.000000 Penalty: 5734.644043
	Iteration 5Q: 3 clusters Score -1.329024e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -13292293.000000 Penalty: 5734.644043
	Iteration 6Q: 3 clusters Score -1.329229e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -13295339.000000 Penalty: 5734.644043
	Iteration 7F: 3 clusters Score -1.329534e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -13300324.000000 Penalty: 5734.644043
	Iteration 8F: 3 clusters Score -1.330032e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -13307182.000000 Penalty: 5734.644043
	Iteration 9F: 3 clusters Score -1.330718e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91219 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -13314554.000000 Penalty: 5734.644043
	Iteration 10F: 3 clusters Score -1.331455e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -13320177.000000 Penalty: 5734.644043
	Iteration 11F: 3 clusters Score -1.332018e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100403 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -13323388.000000 Penalty: 5734.644043
	Iteration 12Q: 3 clusters Score -1.332339e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -13324784.000000 Penalty: 5734.644043
	Iteration 13Q: 3 clusters Score -1.332478e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -13325382.000000 Penalty: 5734.644043
	Iteration 14Q: 3 clusters Score -1.332538e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -13325661.000000 Penalty: 5734.644043
	Iteration 15Q: 3 clusters Score -1.332566e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103364 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -13325841.000000 Penalty: 5734.644043
	Iteration 16Q: 3 clusters Score -1.332584e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -13325953.000000 Penalty: 5734.644043
	Iteration 17Q: 3 clusters Score -1.332595e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103620 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -13326003.000000 Penalty: 5734.644043
	Iteration 18Q: 3 clusters Score -1.3326e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -13326070.000000 Penalty: 5734.644043
	Iteration 19Q: 3 clusters Score -1.332607e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103738 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -13326128.000000 Penalty: 5734.644043
	Iteration 20F: 3 clusters Score -1.332613e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13326169.000000 Penalty: 5734.644043
	Iteration 21Q: 3 clusters Score -1.332617e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103806 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13326179.000000 Penalty: 5734.644043
	Iteration 22Q: 3 clusters Score -1.332618e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -13326195.000000 Penalty: 5734.644043
	Iteration 23Q: 3 clusters Score -1.33262e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103853 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13326205.000000 Penalty: 5734.644043
	Iteration 24Q: 3 clusters Score -1.33262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103869 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13326208.000000 Penalty: 5734.644043
	Iteration 25Q: 3 clusters Score -1.332621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -13326218.000000 Penalty: 5734.644043
	Iteration 26Q: 3 clusters Score -1.332622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103882 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -13326221.000000 Penalty: 5734.644043
	Iteration 27Q: 3 clusters Score -1.332622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13326206.000000 Penalty: 5734.644043
	Iteration 28Q: 3 clusters Score -1.332621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103889 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -13326210.000000 Penalty: 5734.644043
	Iteration 29Q: 3 clusters Score -1.332621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13326207.000000 Penalty: 5734.644043
	Iteration 30Q: 3 clusters Score -1.332621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13326207.000000 Penalty: 5734.644043
	Iteration 31F: 3 clusters Score -1.332621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -94403.398438 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -94403.4 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 398 members 
Entering Unmasked Estep 
Score: -92686.531250 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -92686.53 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92945.250000 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -92945.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93032.695312 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -93032.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -93077.281250 Penalty: 3310.582520
	Iteration 3Q: 3 clusters Score -93077.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -93108.078125 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -93108.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -93117.992188 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -93117.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93125.117188 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -93125.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -93135.796875 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -93135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -93143.851562 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -93143.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -93150.828125 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -93150.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -93157.757812 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -93157.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -93163.273438 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -93163.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -93164.218750 Penalty: 3310.582520
	Iteration 12Q: 3 clusters Score -93164.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -93164.218750 Penalty: 3310.582520
	Iteration 13F: 3 clusters Score -93164.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Entering Unmasked Estep 
Score: -1698823.625000 Penalty: 2372.642090
	Iteration 0F: 2 clusters Score -1698824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1688506.000000 Penalty: 4745.284180
	Iteration 0F: 3 clusters Score -1688506 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1692071.375000 Penalty: 4745.284180
	Iteration 1F: 3 clusters Score -1692071 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1692783.125000 Penalty: 4745.284180
	Iteration 2F: 3 clusters Score -1692783 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1693416.125000 Penalty: 4745.284180
	Iteration 3F: 3 clusters Score -1693416 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1693971.875000 Penalty: 4745.284180
	Iteration 4F: 3 clusters Score -1693972 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1694476.125000 Penalty: 4745.284180
	Iteration 5F: 3 clusters Score -1694476 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1694940.250000 Penalty: 4745.284180
	Iteration 6F: 3 clusters Score -1694940 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1695385.375000 Penalty: 4745.284180
	Iteration 7F: 3 clusters Score -1695385 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1695789.125000 Penalty: 4745.284180
	Iteration 8Q: 3 clusters Score -1695789 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1696156.875000 Penalty: 4745.284180
	Iteration 9Q: 3 clusters Score -1696157 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1696499.750000 Penalty: 4745.284180
	Iteration 10Q: 3 clusters Score -1696500 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1696795.375000 Penalty: 4745.284180
	Iteration 11Q: 3 clusters Score -1696795 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1697049.500000 Penalty: 4745.284180
	Iteration 12Q: 3 clusters Score -1697050 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1697278.750000 Penalty: 4745.284180
	Iteration 13Q: 3 clusters Score -1697279 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1697491.250000 Penalty: 4745.284180
	Iteration 14Q: 3 clusters Score -1697491 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1697641.250000 Penalty: 4745.284180
	Iteration 15Q: 3 clusters Score -1697641 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1697721.625000 Penalty: 4745.284180
	Iteration 16Q: 3 clusters Score -1697722 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1697786.375000 Penalty: 4745.284180
	Iteration 17Q: 3 clusters Score -1697786 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1697834.625000 Penalty: 4745.284180
	Iteration 18Q: 3 clusters Score -1697835 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1697865.000000 Penalty: 4745.284180
	Iteration 19Q: 3 clusters Score -1697865 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1697883.500000 Penalty: 4745.284180
	Iteration 20F: 3 clusters Score -1697884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1697895.625000 Penalty: 4745.284180
	Iteration 21Q: 3 clusters Score -1697896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1697914.750000 Penalty: 4745.284180
	Iteration 22Q: 3 clusters Score -1697915 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1697937.250000 Penalty: 4745.284180
	Iteration 23Q: 3 clusters Score -1697937 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1697949.375000 Penalty: 4745.284180
	Iteration 24Q: 3 clusters Score -1697949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1697961.625000 Penalty: 4745.284180
	Iteration 25Q: 3 clusters Score -1697962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1697976.125000 Penalty: 4745.284180
	Iteration 26Q: 3 clusters Score -1697976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1697986.000000 Penalty: 4745.284180
	Iteration 27Q: 3 clusters Score -1697986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1697999.500000 Penalty: 4745.284180
	Iteration 28Q: 3 clusters Score -1698000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1698007.625000 Penalty: 4745.284180
	Iteration 29Q: 3 clusters Score -1698008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1698020.500000 Penalty: 4745.284180
	Iteration 30Q: 3 clusters Score -1698020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1698036.375000 Penalty: 4745.284180
	Iteration 31Q: 3 clusters Score -1698036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1698050.500000 Penalty: 4745.284180
	Iteration 32Q: 3 clusters Score -1698050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1698062.625000 Penalty: 4745.284180
	Iteration 33Q: 3 clusters Score -1698063 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1698080.875000 Penalty: 4745.284180
	Iteration 34Q: 3 clusters Score -1698081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1698091.250000 Penalty: 4745.284180
	Iteration 35Q: 3 clusters Score -1698091 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1698103.500000 Penalty: 4745.284180
	Iteration 36Q: 3 clusters Score -1698104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1698107.375000 Penalty: 4745.284180
	Iteration 37Q: 3 clusters Score -1698107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1698111.375000 Penalty: 4745.284180
	Iteration 38Q: 3 clusters Score -1698111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1698114.750000 Penalty: 4745.284180
	Iteration 39Q: 3 clusters Score -1698115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1698118.750000 Penalty: 4745.284180
	Iteration 40F: 3 clusters Score -1698119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1698119.375000 Penalty: 4745.284180
	Iteration 41Q: 3 clusters Score -1698119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1698125.250000 Penalty: 4745.284180
	Iteration 42Q: 3 clusters Score -1698125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1698126.375000 Penalty: 4745.284180
	Iteration 43Q: 3 clusters Score -1698126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1698122.250000 Penalty: 4745.284180
	Iteration 44Q: 3 clusters Score -1698122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1698126.375000 Penalty: 4745.284180
	Iteration 45Q: 3 clusters Score -1698126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1698128.250000 Penalty: 4745.284180
	Iteration 46Q: 3 clusters Score -1698128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1698132.000000 Penalty: 4745.284180
	Iteration 47Q: 3 clusters Score -1698132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1698129.750000 Penalty: 4745.284180
	Iteration 48Q: 3 clusters Score -1698130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1698129.250000 Penalty: 4745.284180
	Iteration 49Q: 3 clusters Score -1698129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1698134.000000 Penalty: 4745.284180
	Iteration 50Q: 3 clusters Score -1698134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1698130.500000 Penalty: 4745.284180
	Iteration 51Q: 3 clusters Score -1698130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1698131.625000 Penalty: 4745.284180
	Iteration 52Q: 3 clusters Score -1698132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1698132.125000 Penalty: 4745.284180
	Iteration 53Q: 3 clusters Score -1698132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1698133.625000 Penalty: 4745.284180
	Iteration 54Q: 3 clusters Score -1698134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1698133.625000 Penalty: 4745.284180
	Iteration 55F: 3 clusters Score -1698134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Entering Unmasked Estep 
Score: -5352814.000000 Penalty: 2633.392578
	Iteration 0F: 2 clusters Score -5352814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -5325201.000000 Penalty: 5266.785156
	Iteration 0F: 3 clusters Score -5325201 nChanged 18764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -5335398.000000 Penalty: 5266.785156
	Iteration 1F: 3 clusters Score -5335398 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -5335918.000000 Penalty: 5266.785156
	Iteration 2Q: 3 clusters Score -5335918 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -5336416.000000 Penalty: 5266.785156
	Iteration 3Q: 3 clusters Score -5336416 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -5336912.500000 Penalty: 5266.785156
	Iteration 4Q: 3 clusters Score -5336912 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -5337481.500000 Penalty: 5266.785156
	Iteration 5Q: 3 clusters Score -5337482 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -5338206.000000 Penalty: 5266.785156
	Iteration 6Q: 3 clusters Score -5338206 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -5339135.000000 Penalty: 5266.785156
	Iteration 7Q: 3 clusters Score -5339135 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -5340409.500000 Penalty: 5266.785156
	Iteration 8F: 3 clusters Score -5340410 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -5342055.000000 Penalty: 5266.785156
	Iteration 9F: 3 clusters Score -5342055 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -5344174.500000 Penalty: 5266.785156
	Iteration 10F: 3 clusters Score -5344174 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -5346062.500000 Penalty: 5266.785156
	Iteration 11F: 3 clusters Score -5346062 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -5347293.500000 Penalty: 5266.785156
	Iteration 12Q: 3 clusters Score -5347294 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -5348007.000000 Penalty: 5266.785156
	Iteration 13Q: 3 clusters Score -5348007 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -5348489.000000 Penalty: 5266.785156
	Iteration 14Q: 3 clusters Score -5348489 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -5348880.000000 Penalty: 5266.785156
	Iteration 15Q: 3 clusters Score -5348880 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -5349277.000000 Penalty: 5266.785156
	Iteration 16Q: 3 clusters Score -5349277 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -5349640.500000 Penalty: 5266.785156
	Iteration 17Q: 3 clusters Score -5349640 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -5350018.500000 Penalty: 5266.785156
	Iteration 18Q: 3 clusters Score -5350018 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -5350328.000000 Penalty: 5266.785156
	Iteration 19Q: 3 clusters Score -5350328 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -5350517.000000 Penalty: 5266.785156
	Iteration 20F: 3 clusters Score -5350517 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -5350639.000000 Penalty: 5266.785156
	Iteration 21Q: 3 clusters Score -5350639 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -5350748.000000 Penalty: 5266.785156
	Iteration 22Q: 3 clusters Score -5350748 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -5350830.500000 Penalty: 5266.785156
	Iteration 23Q: 3 clusters Score -5350830 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -5350901.000000 Penalty: 5266.785156
	Iteration 24Q: 3 clusters Score -5350901 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -5350974.000000 Penalty: 5266.785156
	Iteration 25Q: 3 clusters Score -5350974 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -5351031.500000 Penalty: 5266.785156
	Iteration 26Q: 3 clusters Score -5351032 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5351082.000000 Penalty: 5266.785156
	Iteration 27Q: 3 clusters Score -5351082 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -5351112.000000 Penalty: 5266.785156
	Iteration 28Q: 3 clusters Score -5351112 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -5351122.000000 Penalty: 5266.785156
	Iteration 29Q: 3 clusters Score -5351122 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -5351131.000000 Penalty: 5266.785156
	Iteration 30Q: 3 clusters Score -5351131 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5351168.500000 Penalty: 5266.785156
	Iteration 31Q: 3 clusters Score -5351168 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5351169.000000 Penalty: 5266.785156
	Iteration 32Q: 3 clusters Score -5351169 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -5351210.500000 Penalty: 5266.785156
	Iteration 33Q: 3 clusters Score -5351210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -5351218.500000 Penalty: 5266.785156
	Iteration 34Q: 3 clusters Score -5351218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -5351214.500000 Penalty: 5266.785156
	Iteration 35Q: 3 clusters Score -5351214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -5351219.500000 Penalty: 5266.785156
	Iteration 36Q: 3 clusters Score -5351220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -5351215.500000 Penalty: 5266.785156
	Iteration 37Q: 3 clusters Score -5351216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -5351237.500000 Penalty: 5266.785156
	Iteration 38Q: 3 clusters Score -5351238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -5351234.500000 Penalty: 5266.785156
	Iteration 39Q: 3 clusters Score -5351234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -5351238.500000 Penalty: 5266.785156
	Iteration 40F: 3 clusters Score -5351238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -5351248.000000 Penalty: 5266.785156
	Iteration 41Q: 3 clusters Score -5351248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -5351249.000000 Penalty: 5266.785156
	Iteration 42Q: 3 clusters Score -5351249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -5351245.500000 Penalty: 5266.785156
	Iteration 43Q: 3 clusters Score -5351246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -5351243.000000 Penalty: 5266.785156
	Iteration 44Q: 3 clusters Score -5351243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -5351257.000000 Penalty: 5266.785156
	Iteration 45Q: 3 clusters Score -5351257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -5351252.500000 Penalty: 5266.785156
	Iteration 46Q: 3 clusters Score -5351252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -5351262.000000 Penalty: 5266.785156
	Iteration 47Q: 3 clusters Score -5351262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -5351256.500000 Penalty: 5266.785156
	Iteration 48Q: 3 clusters Score -5351256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5351258.500000 Penalty: 5266.785156
	Iteration 49Q: 3 clusters Score -5351258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -5351258.000000 Penalty: 5266.785156
	Iteration 50Q: 3 clusters Score -5351258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -5351263.000000 Penalty: 5266.785156
	Iteration 51Q: 3 clusters Score -5351263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -5351261.000000 Penalty: 5266.785156
	Iteration 52Q: 3 clusters Score -5351261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -5351261.000000 Penalty: 5266.785156
	Iteration 53Q: 3 clusters Score -5351261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -5351263.500000 Penalty: 5266.785156
	Iteration 54Q: 3 clusters Score -5351264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -5351272.000000 Penalty: 5266.785156
	Iteration 55Q: 3 clusters Score -5351272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -5351276.000000 Penalty: 5266.785156
	Iteration 56Q: 3 clusters Score -5351276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -5351267.000000 Penalty: 5266.785156
	Iteration 57Q: 3 clusters Score -5351267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -5351265.500000 Penalty: 5266.785156
	Iteration 58Q: 3 clusters Score -5351266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -5351263.000000 Penalty: 5266.785156
	Iteration 59Q: 3 clusters Score -5351263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -5351257.000000 Penalty: 5266.785156
	Iteration 60F: 3 clusters Score -5351257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -5351247.000000 Penalty: 5266.785156
	Iteration 61Q: 3 clusters Score -5351247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -5351258.500000 Penalty: 5266.785156
	Iteration 62Q: 3 clusters Score -5351258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -5351255.000000 Penalty: 5266.785156
	Iteration 63Q: 3 clusters Score -5351255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -5351254.500000 Penalty: 5266.785156
	Iteration 64Q: 3 clusters Score -5351254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -5351256.500000 Penalty: 5266.785156
	Iteration 65Q: 3 clusters Score -5351256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -5351261.000000 Penalty: 5266.785156
	Iteration 66Q: 3 clusters Score -5351261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -5351261.000000 Penalty: 5266.785156
	Iteration 67Q: 3 clusters Score -5351261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -5351259.500000 Penalty: 5266.785156
	Iteration 68Q: 3 clusters Score -5351260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -5351263.500000 Penalty: 5266.785156
	Iteration 69Q: 3 clusters Score -5351264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -5351265.000000 Penalty: 5266.785156
	Iteration 70Q: 3 clusters Score -5351265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -5351259.500000 Penalty: 5266.785156
	Iteration 71Q: 3 clusters Score -5351260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -5351261.500000 Penalty: 5266.785156
	Iteration 72Q: 3 clusters Score -5351262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5351256.000000 Penalty: 5266.785156
	Iteration 73Q: 3 clusters Score -5351256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5351256.000000 Penalty: 5266.785156
	Iteration 74F: 3 clusters Score -5351256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (136345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136345 members 
Entering Unmasked Estep 
Score: -17669560.000000 Penalty: 2932.090088
	Iteration 0F: 2 clusters Score -1.766956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 68438 members 
Entering Unmasked Estep 
Score: -17579406.000000 Penalty: 5864.180176
	Iteration 0F: 3 clusters Score -1.757941e+07 nChanged 64874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -17616878.000000 Penalty: 5864.180176
	Iteration 1F: 3 clusters Score -1.761688e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -17618046.000000 Penalty: 5864.180176
	Iteration 2Q: 3 clusters Score -1.761805e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -17619386.000000 Penalty: 5864.180176
	Iteration 3Q: 3 clusters Score -1.761939e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -17621782.000000 Penalty: 5864.180176
	Iteration 4Q: 3 clusters Score -1.762178e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 87499 members 
Entering Unmasked Estep 
Score: -17626142.000000 Penalty: 5864.180176
	Iteration 5F: 3 clusters Score -1.762614e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
Score: -17633194.000000 Penalty: 5864.180176
	Iteration 6F: 3 clusters Score -1.763319e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 105474 members 
Entering Unmasked Estep 
Score: -17642412.000000 Penalty: 5864.180176
	Iteration 7F: 3 clusters Score -1.764241e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 114130 members 
Entering Unmasked Estep 
Score: -17651384.000000 Penalty: 5864.180176
	Iteration 8F: 3 clusters Score -1.765138e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 120426 members 
Entering Unmasked Estep 
Score: -17657472.000000 Penalty: 5864.180176
	Iteration 9F: 3 clusters Score -1.765747e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 124493 members 
Entering Unmasked Estep 
Score: -17661000.000000 Penalty: 5864.180176
	Iteration 10Q: 3 clusters Score -1.7661e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 127238 members 
Entering Unmasked Estep 
Score: -17663138.000000 Penalty: 5864.180176
	Iteration 11Q: 3 clusters Score -1.766314e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 129150 members 
Entering Unmasked Estep 
Score: -17664324.000000 Penalty: 5864.180176
	Iteration 12Q: 3 clusters Score -1.766432e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 130524 members 
Entering Unmasked Estep 
Score: -17665190.000000 Penalty: 5864.180176
	Iteration 13Q: 3 clusters Score -1.766519e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 131521 members 
Entering Unmasked Estep 
Score: -17665768.000000 Penalty: 5864.180176
	Iteration 14Q: 3 clusters Score -1.766577e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 132250 members 
Entering Unmasked Estep 
Score: -17666094.000000 Penalty: 5864.180176
	Iteration 15Q: 3 clusters Score -1.766609e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 132814 members 
Entering Unmasked Estep 
Score: -17666388.000000 Penalty: 5864.180176
	Iteration 16Q: 3 clusters Score -1.766639e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 133202 members 
Entering Unmasked Estep 
Score: -17666586.000000 Penalty: 5864.180176
	Iteration 17Q: 3 clusters Score -1.766659e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 133468 members 
Entering Unmasked Estep 
Score: -17666702.000000 Penalty: 5864.180176
	Iteration 18Q: 3 clusters Score -1.76667e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 133671 members 
Entering Unmasked Estep 
Score: -17666798.000000 Penalty: 5864.180176
	Iteration 19Q: 3 clusters Score -1.76668e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 133827 members 
Entering Unmasked Estep 
Score: -17666898.000000 Penalty: 5864.180176
	Iteration 20F: 3 clusters Score -1.76669e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 133938 members 
Entering Unmasked Estep 
Score: -17666956.000000 Penalty: 5864.180176
	Iteration 21Q: 3 clusters Score -1.766696e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 134029 members 
Entering Unmasked Estep 
Score: -17666978.000000 Penalty: 5864.180176
	Iteration 22Q: 3 clusters Score -1.766698e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 134129 members 
Entering Unmasked Estep 
Score: -17667034.000000 Penalty: 5864.180176
	Iteration 23Q: 3 clusters Score -1.766703e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 134197 members 
Entering Unmasked Estep 
Score: -17667062.000000 Penalty: 5864.180176
	Iteration 24Q: 3 clusters Score -1.766706e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 134251 members 
Entering Unmasked Estep 
Score: -17667100.000000 Penalty: 5864.180176
	Iteration 25Q: 3 clusters Score -1.76671e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 134297 members 
Entering Unmasked Estep 
Score: -17667120.000000 Penalty: 5864.180176
	Iteration 26Q: 3 clusters Score -1.766712e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 134337 members 
Entering Unmasked Estep 
Score: -17667140.000000 Penalty: 5864.180176
	Iteration 27Q: 3 clusters Score -1.766714e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 134367 members 
Entering Unmasked Estep 
Score: -17667164.000000 Penalty: 5864.180176
	Iteration 28Q: 3 clusters Score -1.766716e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -17667186.000000 Penalty: 5864.180176
	Iteration 29Q: 3 clusters Score -1.766719e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 134410 members 
Entering Unmasked Estep 
Score: -17667198.000000 Penalty: 5864.180176
	Iteration 30Q: 3 clusters Score -1.76672e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 134439 members 
Entering Unmasked Estep 
Score: -17667226.000000 Penalty: 5864.180176
	Iteration 31Q: 3 clusters Score -1.766723e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 134455 members 
Entering Unmasked Estep 
Score: -17667228.000000 Penalty: 5864.180176
	Iteration 32Q: 3 clusters Score -1.766723e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 134473 members 
Entering Unmasked Estep 
Score: -17667240.000000 Penalty: 5864.180176
	Iteration 33Q: 3 clusters Score -1.766724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 134476 members 
Entering Unmasked Estep 
Score: -17667240.000000 Penalty: 5864.180176
	Iteration 34Q: 3 clusters Score -1.766724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 134476 members 
Entering Unmasked Estep 
Score: -17667232.000000 Penalty: 5864.180176
	Iteration 35Q: 3 clusters Score -1.766723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 134484 members 
Entering Unmasked Estep 
Score: -17667238.000000 Penalty: 5864.180176
	Iteration 36Q: 3 clusters Score -1.766724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 134489 members 
Entering Unmasked Estep 
Score: -17667236.000000 Penalty: 5864.180176
	Iteration 37Q: 3 clusters Score -1.766724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 134494 members 
Entering Unmasked Estep 
Score: -17667250.000000 Penalty: 5864.180176
	Iteration 38Q: 3 clusters Score -1.766725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 134502 members 
Entering Unmasked Estep 
Score: -17667260.000000 Penalty: 5864.180176
	Iteration 39Q: 3 clusters Score -1.766726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 134506 members 
Entering Unmasked Estep 
Score: -17667266.000000 Penalty: 5864.180176
	Iteration 40F: 3 clusters Score -1.766727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 134511 members 
Entering Unmasked Estep 
Score: -17667260.000000 Penalty: 5864.180176
	Iteration 41Q: 3 clusters Score -1.766726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 134513 members 
Entering Unmasked Estep 
Score: -17667264.000000 Penalty: 5864.180176
	Iteration 42Q: 3 clusters Score -1.766726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 134515 members 
Entering Unmasked Estep 
Score: -17667262.000000 Penalty: 5864.180176
	Iteration 43Q: 3 clusters Score -1.766726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 134522 members 
Entering Unmasked Estep 
Score: -17667258.000000 Penalty: 5864.180176
	Iteration 44Q: 3 clusters Score -1.766726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 134532 members 
Entering Unmasked Estep 
Score: -17667260.000000 Penalty: 5864.180176
	Iteration 45Q: 3 clusters Score -1.766726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 134538 members 
Entering Unmasked Estep 
Score: -17667266.000000 Penalty: 5864.180176
	Iteration 46Q: 3 clusters Score -1.766727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 134544 members 
Entering Unmasked Estep 
Score: -17667268.000000 Penalty: 5864.180176
	Iteration 47Q: 3 clusters Score -1.766727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 134545 members 
Entering Unmasked Estep 
Score: -17667266.000000 Penalty: 5864.180176
	Iteration 48Q: 3 clusters Score -1.766727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 134546 members 
Entering Unmasked Estep 
Score: -17667268.000000 Penalty: 5864.180176
	Iteration 49Q: 3 clusters Score -1.766727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 134545 members 
Entering Unmasked Estep 
Score: -17667260.000000 Penalty: 5864.180176
	Iteration 50Q: 3 clusters Score -1.766726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 134548 members 
Entering Unmasked Estep 
Score: -17667262.000000 Penalty: 5864.180176
	Iteration 51Q: 3 clusters Score -1.766726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 134552 members 
Entering Unmasked Estep 
Score: -17667264.000000 Penalty: 5864.180176
	Iteration 52Q: 3 clusters Score -1.766726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 134552 members 
Entering Unmasked Estep 
Score: -17667272.000000 Penalty: 5864.180176
	Iteration 53Q: 3 clusters Score -1.766727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 134554 members 
Entering Unmasked Estep 
Score: -17667268.000000 Penalty: 5864.180176
	Iteration 54Q: 3 clusters Score -1.766727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 134557 members 
Entering Unmasked Estep 
Score: -17667268.000000 Penalty: 5864.180176
	Iteration 55Q: 3 clusters Score -1.766727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 134558 members 
Entering Unmasked Estep 
Score: -17667262.000000 Penalty: 5864.180176
	Iteration 56Q: 3 clusters Score -1.766726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 134562 members 
Entering Unmasked Estep 
Score: -17667258.000000 Penalty: 5864.180176
	Iteration 57Q: 3 clusters Score -1.766726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 134564 members 
Entering Unmasked Estep 
Score: -17667268.000000 Penalty: 5864.180176
	Iteration 58Q: 3 clusters Score -1.766727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 134565 members 
Entering Unmasked Estep 
Score: -17667262.000000 Penalty: 5864.180176
	Iteration 59Q: 3 clusters Score -1.766726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 134568 members 
Entering Unmasked Estep 
Score: -17667260.000000 Penalty: 5864.180176
	Iteration 60F: 3 clusters Score -1.766726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 134573 members 
Entering Unmasked Estep 
Score: -17667250.000000 Penalty: 5864.180176
	Iteration 61Q: 3 clusters Score -1.766725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 134575 members 
Entering Unmasked Estep 
Score: -17667260.000000 Penalty: 5864.180176
	Iteration 62Q: 3 clusters Score -1.766726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 134580 members 
Entering Unmasked Estep 
Score: -17667256.000000 Penalty: 5864.180176
	Iteration 63Q: 3 clusters Score -1.766726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 134579 members 
Entering Unmasked Estep 
Score: -17667260.000000 Penalty: 5864.180176
	Iteration 64Q: 3 clusters Score -1.766726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 134580 members 
Entering Unmasked Estep 
Score: -17667262.000000 Penalty: 5864.180176
	Iteration 65Q: 3 clusters Score -1.766726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 134581 members 
Entering Unmasked Estep 
Score: -17667260.000000 Penalty: 5864.180176
	Iteration 66Q: 3 clusters Score -1.766726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 134582 members 
Entering Unmasked Estep 
Score: -17667260.000000 Penalty: 5864.180176
	Iteration 67Q: 3 clusters Score -1.766726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 134582 members 
Entering Unmasked Estep 
Score: -17667260.000000 Penalty: 5864.180176
	Iteration 68F: 3 clusters Score -1.766726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Entering Unmasked Estep 
Score: -4432514.500000 Penalty: 2589.636963
	Iteration 0F: 2 clusters Score -4432514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -4409017.000000 Penalty: 5179.273926
	Iteration 0F: 3 clusters Score -4409017 nChanged 15592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -4417601.500000 Penalty: 5179.273926
	Iteration 1F: 3 clusters Score -4417602 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4418060.000000 Penalty: 5179.273926
	Iteration 2Q: 3 clusters Score -4418060 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -4418430.500000 Penalty: 5179.273926
	Iteration 3Q: 3 clusters Score -4418430 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -4418758.500000 Penalty: 5179.273926
	Iteration 4Q: 3 clusters Score -4418758 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4419134.500000 Penalty: 5179.273926
	Iteration 5Q: 3 clusters Score -4419134 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4419649.500000 Penalty: 5179.273926
	Iteration 6Q: 3 clusters Score -4419650 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -4420370.000000 Penalty: 5179.273926
	Iteration 7Q: 3 clusters Score -4420370 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -4421554.500000 Penalty: 5179.273926
	Iteration 8F: 3 clusters Score -4421554 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -4423342.500000 Penalty: 5179.273926
	Iteration 9F: 3 clusters Score -4423342 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -4425806.000000 Penalty: 5179.273926
	Iteration 10F: 3 clusters Score -4425806 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4428019.000000 Penalty: 5179.273926
	Iteration 11F: 3 clusters Score -4428019 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4429396.000000 Penalty: 5179.273926
	Iteration 12Q: 3 clusters Score -4429396 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4430078.000000 Penalty: 5179.273926
	Iteration 13Q: 3 clusters Score -4430078 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4430442.500000 Penalty: 5179.273926
	Iteration 14Q: 3 clusters Score -4430442 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4430627.000000 Penalty: 5179.273926
	Iteration 15Q: 3 clusters Score -4430627 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4430710.000000 Penalty: 5179.273926
	Iteration 16Q: 3 clusters Score -4430710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4430777.000000 Penalty: 5179.273926
	Iteration 17Q: 3 clusters Score -4430777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4430791.000000 Penalty: 5179.273926
	Iteration 18Q: 3 clusters Score -4430791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4430808.000000 Penalty: 5179.273926
	Iteration 19Q: 3 clusters Score -4430808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4430822.500000 Penalty: 5179.273926
	Iteration 20F: 3 clusters Score -4430822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4430825.000000 Penalty: 5179.273926
	Iteration 21Q: 3 clusters Score -4430825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4430828.000000 Penalty: 5179.273926
	Iteration 22Q: 3 clusters Score -4430828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4430828.000000 Penalty: 5179.273926
	Iteration 23Q: 3 clusters Score -4430828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4430826.000000 Penalty: 5179.273926
	Iteration 24Q: 3 clusters Score -4430826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4430828.000000 Penalty: 5179.273926
	Iteration 25Q: 3 clusters Score -4430828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4430830.500000 Penalty: 5179.273926
	Iteration 26Q: 3 clusters Score -4430830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4430830.500000 Penalty: 5179.273926
	Iteration 27F: 3 clusters Score -4430830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Entering Unmasked Estep 
Score: -771587.812500 Penalty: 2167.762207
	Iteration 0F: 2 clusters Score -771587.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -766239.375000 Penalty: 4335.524414
	Iteration 0F: 3 clusters Score -766239.4 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -767608.312500 Penalty: 4335.524414
	Iteration 1F: 3 clusters Score -767608.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -767885.625000 Penalty: 4335.524414
	Iteration 2F: 3 clusters Score -767885.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -768105.187500 Penalty: 4335.524414
	Iteration 3F: 3 clusters Score -768105.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -768283.437500 Penalty: 4335.524414
	Iteration 4Q: 3 clusters Score -768283.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -768470.125000 Penalty: 4335.524414
	Iteration 5Q: 3 clusters Score -768470.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -768637.062500 Penalty: 4335.524414
	Iteration 6Q: 3 clusters Score -768637.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -768776.125000 Penalty: 4335.524414
	Iteration 7Q: 3 clusters Score -768776.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -768908.437500 Penalty: 4335.524414
	Iteration 8Q: 3 clusters Score -768908.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -769055.437500 Penalty: 4335.524414
	Iteration 9Q: 3 clusters Score -769055.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -769201.500000 Penalty: 4335.524414
	Iteration 10Q: 3 clusters Score -769201.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -769334.125000 Penalty: 4335.524414
	Iteration 11Q: 3 clusters Score -769334.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -769456.125000 Penalty: 4335.524414
	Iteration 12Q: 3 clusters Score -769456.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -769562.187500 Penalty: 4335.524414
	Iteration 13Q: 3 clusters Score -769562.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -769633.875000 Penalty: 4335.524414
	Iteration 14Q: 3 clusters Score -769633.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -769683.125000 Penalty: 4335.524414
	Iteration 15Q: 3 clusters Score -769683.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -769712.750000 Penalty: 4335.524414
	Iteration 16Q: 3 clusters Score -769712.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -769732.062500 Penalty: 4335.524414
	Iteration 17Q: 3 clusters Score -769732.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -769744.937500 Penalty: 4335.524414
	Iteration 18Q: 3 clusters Score -769744.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -769758.312500 Penalty: 4335.524414
	Iteration 19Q: 3 clusters Score -769758.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -769769.625000 Penalty: 4335.524414
	Iteration 20F: 3 clusters Score -769769.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -769782.687500 Penalty: 4335.524414
	Iteration 21Q: 3 clusters Score -769782.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -769794.750000 Penalty: 4335.524414
	Iteration 22Q: 3 clusters Score -769794.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -769801.000000 Penalty: 4335.524414
	Iteration 23Q: 3 clusters Score -769801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -769809.000000 Penalty: 4335.524414
	Iteration 24Q: 3 clusters Score -769809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -769815.812500 Penalty: 4335.524414
	Iteration 25Q: 3 clusters Score -769815.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -769824.000000 Penalty: 4335.524414
	Iteration 26Q: 3 clusters Score -769824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -769831.062500 Penalty: 4335.524414
	Iteration 27Q: 3 clusters Score -769831.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -769835.562500 Penalty: 4335.524414
	Iteration 28Q: 3 clusters Score -769835.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -769839.750000 Penalty: 4335.524414
	Iteration 29Q: 3 clusters Score -769839.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -769844.312500 Penalty: 4335.524414
	Iteration 30Q: 3 clusters Score -769844.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -769848.562500 Penalty: 4335.524414
	Iteration 31Q: 3 clusters Score -769848.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -769853.937500 Penalty: 4335.524414
	Iteration 32Q: 3 clusters Score -769853.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -769859.875000 Penalty: 4335.524414
	Iteration 33Q: 3 clusters Score -769859.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -769867.937500 Penalty: 4335.524414
	Iteration 34Q: 3 clusters Score -769867.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -769879.000000 Penalty: 4335.524414
	Iteration 35Q: 3 clusters Score -769879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -769886.937500 Penalty: 4335.524414
	Iteration 36Q: 3 clusters Score -769886.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -769895.125000 Penalty: 4335.524414
	Iteration 37Q: 3 clusters Score -769895.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -769902.875000 Penalty: 4335.524414
	Iteration 38Q: 3 clusters Score -769902.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -769910.125000 Penalty: 4335.524414
	Iteration 39Q: 3 clusters Score -769910.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -769917.250000 Penalty: 4335.524414
	Iteration 40F: 3 clusters Score -769917.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -769920.500000 Penalty: 4335.524414
	Iteration 41Q: 3 clusters Score -769920.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -769925.375000 Penalty: 4335.524414
	Iteration 42Q: 3 clusters Score -769925.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -769934.375000 Penalty: 4335.524414
	Iteration 43Q: 3 clusters Score -769934.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -769941.062500 Penalty: 4335.524414
	Iteration 44Q: 3 clusters Score -769941.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -769949.312500 Penalty: 4335.524414
	Iteration 45Q: 3 clusters Score -769949.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -769951.937500 Penalty: 4335.524414
	Iteration 46Q: 3 clusters Score -769951.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -769957.562500 Penalty: 4335.524414
	Iteration 47Q: 3 clusters Score -769957.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -769963.875000 Penalty: 4335.524414
	Iteration 48Q: 3 clusters Score -769963.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -769968.187500 Penalty: 4335.524414
	Iteration 49Q: 3 clusters Score -769968.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -769981.687500 Penalty: 4335.524414
	Iteration 50Q: 3 clusters Score -769981.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -770002.687500 Penalty: 4335.524414
	Iteration 51Q: 3 clusters Score -770002.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -770024.312500 Penalty: 4335.524414
	Iteration 52Q: 3 clusters Score -770024.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -770044.187500 Penalty: 4335.524414
	Iteration 53Q: 3 clusters Score -770044.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -770064.375000 Penalty: 4335.524414
	Iteration 54Q: 3 clusters Score -770064.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -770082.312500 Penalty: 4335.524414
	Iteration 55Q: 3 clusters Score -770082.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -770099.500000 Penalty: 4335.524414
	Iteration 56Q: 3 clusters Score -770099.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -770112.125000 Penalty: 4335.524414
	Iteration 57Q: 3 clusters Score -770112.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -770122.937500 Penalty: 4335.524414
	Iteration 58Q: 3 clusters Score -770122.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -770129.312500 Penalty: 4335.524414
	Iteration 59Q: 3 clusters Score -770129.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -770132.312500 Penalty: 4335.524414
	Iteration 60F: 3 clusters Score -770132.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -770133.000000 Penalty: 4335.524414
	Iteration 61Q: 3 clusters Score -770133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -770135.000000 Penalty: 4335.524414
	Iteration 62Q: 3 clusters Score -770135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -770137.000000 Penalty: 4335.524414
	Iteration 63Q: 3 clusters Score -770137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -770136.562500 Penalty: 4335.524414
	Iteration 64Q: 3 clusters Score -770136.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -770136.937500 Penalty: 4335.524414
	Iteration 65Q: 3 clusters Score -770136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -770136.937500 Penalty: 4335.524414
	Iteration 66F: 3 clusters Score -770136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -133504.718750 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -133504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -131507.406250 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -131507.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -131869.312500 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -131869.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -132021.671875 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -132021.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -132120.375000 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -132120.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132212.140625 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -132212.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -132348.343750 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -132348.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -132513.015625 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -132513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -132631.515625 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -132631.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -132668.890625 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -132668.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -132701.109375 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -132701.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -132736.640625 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -132736.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -132767.000000 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -132767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -132775.640625 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -132775.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -132789.562500 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -132789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -132804.781250 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -132804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -132824.109375 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -132824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -132828.875000 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -132828.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -132837.421875 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -132837.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -132857.546875 Penalty: 3474.871338
	Iteration 18Q: 3 clusters Score -132857.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -132865.812500 Penalty: 3474.871338
	Iteration 19Q: 3 clusters Score -132865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -132880.203125 Penalty: 3474.871338
	Iteration 20F: 3 clusters Score -132880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -132903.484375 Penalty: 3474.871338
	Iteration 21Q: 3 clusters Score -132903.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -132927.750000 Penalty: 3474.871338
	Iteration 22Q: 3 clusters Score -132927.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -132948.890625 Penalty: 3474.871338
	Iteration 23Q: 3 clusters Score -132948.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -132972.437500 Penalty: 3474.871338
	Iteration 24Q: 3 clusters Score -132972.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -132984.421875 Penalty: 3474.871338
	Iteration 25Q: 3 clusters Score -132984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -132989.640625 Penalty: 3474.871338
	Iteration 26Q: 3 clusters Score -132989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -132990.937500 Penalty: 3474.871338
	Iteration 27Q: 3 clusters Score -132990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -132990.937500 Penalty: 3474.871338
	Iteration 28F: 3 clusters Score -132990.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (100685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100685 members 
Entering Unmasked Estep 
Score: -12694642.000000 Penalty: 2856.898682
	Iteration 0F: 2 clusters Score -1.269464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -12627334.000000 Penalty: 5713.797363
	Iteration 0F: 3 clusters Score -1.262733e+07 nChanged 47625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -12654331.000000 Penalty: 5713.797363
	Iteration 1F: 3 clusters Score -1.265433e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -12655289.000000 Penalty: 5713.797363
	Iteration 2Q: 3 clusters Score -1.265529e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -12656561.000000 Penalty: 5713.797363
	Iteration 3Q: 3 clusters Score -1.265656e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -12658559.000000 Penalty: 5713.797363
	Iteration 4Q: 3 clusters Score -1.265856e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -12661573.000000 Penalty: 5713.797363
	Iteration 5F: 3 clusters Score -1.266157e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -12665768.000000 Penalty: 5713.797363
	Iteration 6F: 3 clusters Score -1.266577e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -12671060.000000 Penalty: 5713.797363
	Iteration 7F: 3 clusters Score -1.267106e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 80089 members 
Entering Unmasked Estep 
Score: -12676913.000000 Penalty: 5713.797363
	Iteration 8F: 3 clusters Score -1.267691e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -12682196.000000 Penalty: 5713.797363
	Iteration 9F: 3 clusters Score -1.26822e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -12686275.000000 Penalty: 5713.797363
	Iteration 10Q: 3 clusters Score -1.268628e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 94474 members 
Entering Unmasked Estep 
Score: -12688908.000000 Penalty: 5713.797363
	Iteration 11Q: 3 clusters Score -1.268891e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -12690240.000000 Penalty: 5713.797363
	Iteration 12Q: 3 clusters Score -1.269024e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -12691073.000000 Penalty: 5713.797363
	Iteration 13Q: 3 clusters Score -1.269107e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -12691465.000000 Penalty: 5713.797363
	Iteration 14Q: 3 clusters Score -1.269146e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 98872 members 
Entering Unmasked Estep 
Score: -12691645.000000 Penalty: 5713.797363
	Iteration 15Q: 3 clusters Score -1.269164e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 99131 members 
Entering Unmasked Estep 
Score: -12691811.000000 Penalty: 5713.797363
	Iteration 16Q: 3 clusters Score -1.269181e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 99312 members 
Entering Unmasked Estep 
Score: -12691963.000000 Penalty: 5713.797363
	Iteration 17Q: 3 clusters Score -1.269196e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 99451 members 
Entering Unmasked Estep 
Score: -12692059.000000 Penalty: 5713.797363
	Iteration 18Q: 3 clusters Score -1.269206e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 99547 members 
Entering Unmasked Estep 
Score: -12692130.000000 Penalty: 5713.797363
	Iteration 19Q: 3 clusters Score -1.269213e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 99623 members 
Entering Unmasked Estep 
Score: -12692166.000000 Penalty: 5713.797363
	Iteration 20F: 3 clusters Score -1.269217e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 99682 members 
Entering Unmasked Estep 
Score: -12692182.000000 Penalty: 5713.797363
	Iteration 21Q: 3 clusters Score -1.269218e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -12692205.000000 Penalty: 5713.797363
	Iteration 22Q: 3 clusters Score -1.26922e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 99761 members 
Entering Unmasked Estep 
Score: -12692228.000000 Penalty: 5713.797363
	Iteration 23Q: 3 clusters Score -1.269223e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 99790 members 
Entering Unmasked Estep 
Score: -12692272.000000 Penalty: 5713.797363
	Iteration 24Q: 3 clusters Score -1.269227e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 99810 members 
Entering Unmasked Estep 
Score: -12692286.000000 Penalty: 5713.797363
	Iteration 25Q: 3 clusters Score -1.269229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 99827 members 
Entering Unmasked Estep 
Score: -12692296.000000 Penalty: 5713.797363
	Iteration 26Q: 3 clusters Score -1.26923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 99835 members 
Entering Unmasked Estep 
Score: -12692304.000000 Penalty: 5713.797363
	Iteration 27Q: 3 clusters Score -1.26923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -12692299.000000 Penalty: 5713.797363
	Iteration 28Q: 3 clusters Score -1.26923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 99852 members 
Entering Unmasked Estep 
Score: -12692305.000000 Penalty: 5713.797363
	Iteration 29Q: 3 clusters Score -1.26923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -12692306.000000 Penalty: 5713.797363
	Iteration 30Q: 3 clusters Score -1.269231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -12692314.000000 Penalty: 5713.797363
	Iteration 31Q: 3 clusters Score -1.269231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 99866 members 
Entering Unmasked Estep 
Score: -12692305.000000 Penalty: 5713.797363
	Iteration 32Q: 3 clusters Score -1.26923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -12692321.000000 Penalty: 5713.797363
	Iteration 33Q: 3 clusters Score -1.269232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 99874 members 
Entering Unmasked Estep 
Score: -12692315.000000 Penalty: 5713.797363
	Iteration 34Q: 3 clusters Score -1.269232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -12692315.000000 Penalty: 5713.797363
	Iteration 35Q: 3 clusters Score -1.269232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -12692318.000000 Penalty: 5713.797363
	Iteration 36Q: 3 clusters Score -1.269232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -12692315.000000 Penalty: 5713.797363
	Iteration 37Q: 3 clusters Score -1.269232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -12692322.000000 Penalty: 5713.797363
	Iteration 38Q: 3 clusters Score -1.269232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -12692322.000000 Penalty: 5713.797363
	Iteration 39F: 3 clusters Score -1.269232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Entering Unmasked Estep 
Score: -711597.375000 Penalty: 2141.297607
	Iteration 0F: 2 clusters Score -711597.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -706738.437500 Penalty: 4282.595215
	Iteration 0F: 3 clusters Score -706738.4 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -707956.625000 Penalty: 4282.595215
	Iteration 1F: 3 clusters Score -707956.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -708183.437500 Penalty: 4282.595215
	Iteration 2F: 3 clusters Score -708183.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -708322.375000 Penalty: 4282.595215
	Iteration 3Q: 3 clusters Score -708322.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -708427.875000 Penalty: 4282.595215
	Iteration 4Q: 3 clusters Score -708427.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -708509.000000 Penalty: 4282.595215
	Iteration 5Q: 3 clusters Score -708509 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -708581.375000 Penalty: 4282.595215
	Iteration 6Q: 3 clusters Score -708581.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -708667.375000 Penalty: 4282.595215
	Iteration 7Q: 3 clusters Score -708667.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -708754.125000 Penalty: 4282.595215
	Iteration 8Q: 3 clusters Score -708754.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -708817.750000 Penalty: 4282.595215
	Iteration 9Q: 3 clusters Score -708817.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -708875.687500 Penalty: 4282.595215
	Iteration 10Q: 3 clusters Score -708875.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -708953.750000 Penalty: 4282.595215
	Iteration 11Q: 3 clusters Score -708953.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -709034.750000 Penalty: 4282.595215
	Iteration 12Q: 3 clusters Score -709034.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -709101.187500 Penalty: 4282.595215
	Iteration 13Q: 3 clusters Score -709101.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -709161.187500 Penalty: 4282.595215
	Iteration 14Q: 3 clusters Score -709161.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -709213.687500 Penalty: 4282.595215
	Iteration 15Q: 3 clusters Score -709213.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -709271.250000 Penalty: 4282.595215
	Iteration 16Q: 3 clusters Score -709271.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -709324.750000 Penalty: 4282.595215
	Iteration 17Q: 3 clusters Score -709324.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -709366.625000 Penalty: 4282.595215
	Iteration 18Q: 3 clusters Score -709366.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -709400.437500 Penalty: 4282.595215
	Iteration 19Q: 3 clusters Score -709400.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -709421.812500 Penalty: 4282.595215
	Iteration 20F: 3 clusters Score -709421.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -709443.187500 Penalty: 4282.595215
	Iteration 21Q: 3 clusters Score -709443.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -709461.625000 Penalty: 4282.595215
	Iteration 22Q: 3 clusters Score -709461.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -709481.937500 Penalty: 4282.595215
	Iteration 23Q: 3 clusters Score -709481.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -709503.375000 Penalty: 4282.595215
	Iteration 24Q: 3 clusters Score -709503.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -709523.250000 Penalty: 4282.595215
	Iteration 25Q: 3 clusters Score -709523.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -709539.312500 Penalty: 4282.595215
	Iteration 26Q: 3 clusters Score -709539.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -709551.062500 Penalty: 4282.595215
	Iteration 27Q: 3 clusters Score -709551.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -709564.937500 Penalty: 4282.595215
	Iteration 28Q: 3 clusters Score -709564.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -709575.062500 Penalty: 4282.595215
	Iteration 29Q: 3 clusters Score -709575.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -709582.875000 Penalty: 4282.595215
	Iteration 30Q: 3 clusters Score -709582.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -709592.500000 Penalty: 4282.595215
	Iteration 31Q: 3 clusters Score -709592.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -709603.687500 Penalty: 4282.595215
	Iteration 32Q: 3 clusters Score -709603.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -709619.500000 Penalty: 4282.595215
	Iteration 33Q: 3 clusters Score -709619.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -709631.562500 Penalty: 4282.595215
	Iteration 34Q: 3 clusters Score -709631.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -709646.687500 Penalty: 4282.595215
	Iteration 35Q: 3 clusters Score -709646.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -709658.250000 Penalty: 4282.595215
	Iteration 36Q: 3 clusters Score -709658.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -709669.625000 Penalty: 4282.595215
	Iteration 37Q: 3 clusters Score -709669.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -709675.062500 Penalty: 4282.595215
	Iteration 38Q: 3 clusters Score -709675.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -709679.625000 Penalty: 4282.595215
	Iteration 39Q: 3 clusters Score -709679.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -709687.437500 Penalty: 4282.595215
	Iteration 40F: 3 clusters Score -709687.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -709690.000000 Penalty: 4282.595215
	Iteration 41Q: 3 clusters Score -709690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -709691.875000 Penalty: 4282.595215
	Iteration 42Q: 3 clusters Score -709691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -709692.437500 Penalty: 4282.595215
	Iteration 43Q: 3 clusters Score -709692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -709692.500000 Penalty: 4282.595215
	Iteration 44Q: 3 clusters Score -709692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -709693.062500 Penalty: 4282.595215
	Iteration 45Q: 3 clusters Score -709693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -709693.812500 Penalty: 4282.595215
	Iteration 46Q: 3 clusters Score -709693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -709692.750000 Penalty: 4282.595215
	Iteration 47Q: 3 clusters Score -709692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -709692.687500 Penalty: 4282.595215
	Iteration 48Q: 3 clusters Score -709692.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -709692.875000 Penalty: 4282.595215
	Iteration 49Q: 3 clusters Score -709692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -709693.000000 Penalty: 4282.595215
	Iteration 50Q: 3 clusters Score -709693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -709693.125000 Penalty: 4282.595215
	Iteration 51Q: 3 clusters Score -709693.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -709696.625000 Penalty: 4282.595215
	Iteration 52Q: 3 clusters Score -709696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -709696.187500 Penalty: 4282.595215
	Iteration 53Q: 3 clusters Score -709696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -709696.375000 Penalty: 4282.595215
	Iteration 54Q: 3 clusters Score -709696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -709698.437500 Penalty: 4282.595215
	Iteration 55Q: 3 clusters Score -709698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -709697.312500 Penalty: 4282.595215
	Iteration 56Q: 3 clusters Score -709697.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -709696.375000 Penalty: 4282.595215
	Iteration 57Q: 3 clusters Score -709696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -709696.937500 Penalty: 4282.595215
	Iteration 58Q: 3 clusters Score -709696.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -709698.500000 Penalty: 4282.595215
	Iteration 59Q: 3 clusters Score -709698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -709700.250000 Penalty: 4282.595215
	Iteration 60F: 3 clusters Score -709700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Entering Unmasked Estep 
Score: -2804005.000000 Penalty: 2500.990967
	Iteration 0F: 2 clusters Score -2804005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2787337.750000 Penalty: 5001.981934
	Iteration 0F: 3 clusters Score -2787338 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2793147.250000 Penalty: 5001.981934
	Iteration 1F: 3 clusters Score -2793147 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2793751.250000 Penalty: 5001.981934
	Iteration 2F: 3 clusters Score -2793751 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2794458.250000 Penalty: 5001.981934
	Iteration 3F: 3 clusters Score -2794458 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2795319.000000 Penalty: 5001.981934
	Iteration 4F: 3 clusters Score -2795319 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2796326.000000 Penalty: 5001.981934
	Iteration 5F: 3 clusters Score -2796326 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2797306.750000 Penalty: 5001.981934
	Iteration 6F: 3 clusters Score -2797307 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2798177.750000 Penalty: 5001.981934
	Iteration 7F: 3 clusters Score -2798178 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2798835.500000 Penalty: 5001.981934
	Iteration 8Q: 3 clusters Score -2798836 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2799375.250000 Penalty: 5001.981934
	Iteration 9Q: 3 clusters Score -2799375 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2799814.000000 Penalty: 5001.981934
	Iteration 10Q: 3 clusters Score -2799814 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2800172.250000 Penalty: 5001.981934
	Iteration 11Q: 3 clusters Score -2800172 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2800425.750000 Penalty: 5001.981934
	Iteration 12Q: 3 clusters Score -2800426 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2800612.250000 Penalty: 5001.981934
	Iteration 13Q: 3 clusters Score -2800612 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2800782.750000 Penalty: 5001.981934
	Iteration 14Q: 3 clusters Score -2800783 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2800947.750000 Penalty: 5001.981934
	Iteration 15Q: 3 clusters Score -2800948 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2801138.500000 Penalty: 5001.981934
	Iteration 16Q: 3 clusters Score -2801138 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2801312.250000 Penalty: 5001.981934
	Iteration 17Q: 3 clusters Score -2801312 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2801527.750000 Penalty: 5001.981934
	Iteration 18Q: 3 clusters Score -2801528 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2801680.000000 Penalty: 5001.981934
	Iteration 19Q: 3 clusters Score -2801680 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2801809.000000 Penalty: 5001.981934
	Iteration 20F: 3 clusters Score -2801809 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2801913.000000 Penalty: 5001.981934
	Iteration 21Q: 3 clusters Score -2801913 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2802007.500000 Penalty: 5001.981934
	Iteration 22Q: 3 clusters Score -2802008 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2802093.500000 Penalty: 5001.981934
	Iteration 23Q: 3 clusters Score -2802094 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2802169.250000 Penalty: 5001.981934
	Iteration 24Q: 3 clusters Score -2802169 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2802217.000000 Penalty: 5001.981934
	Iteration 25Q: 3 clusters Score -2802217 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2802269.250000 Penalty: 5001.981934
	Iteration 26Q: 3 clusters Score -2802269 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2802325.250000 Penalty: 5001.981934
	Iteration 27Q: 3 clusters Score -2802325 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2802351.250000 Penalty: 5001.981934
	Iteration 28Q: 3 clusters Score -2802351 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2802377.500000 Penalty: 5001.981934
	Iteration 29Q: 3 clusters Score -2802378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2802404.000000 Penalty: 5001.981934
	Iteration 30Q: 3 clusters Score -2802404 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2802429.750000 Penalty: 5001.981934
	Iteration 31Q: 3 clusters Score -2802430 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2802449.500000 Penalty: 5001.981934
	Iteration 32Q: 3 clusters Score -2802450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2802458.750000 Penalty: 5001.981934
	Iteration 33Q: 3 clusters Score -2802459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2802468.500000 Penalty: 5001.981934
	Iteration 34Q: 3 clusters Score -2802468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2802475.250000 Penalty: 5001.981934
	Iteration 35Q: 3 clusters Score -2802475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2802480.000000 Penalty: 5001.981934
	Iteration 36Q: 3 clusters Score -2802480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2802482.250000 Penalty: 5001.981934
	Iteration 37Q: 3 clusters Score -2802482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2802491.000000 Penalty: 5001.981934
	Iteration 38Q: 3 clusters Score -2802491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2802494.500000 Penalty: 5001.981934
	Iteration 39Q: 3 clusters Score -2802494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2802502.500000 Penalty: 5001.981934
	Iteration 40F: 3 clusters Score -2802502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2802508.750000 Penalty: 5001.981934
	Iteration 41Q: 3 clusters Score -2802509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2802512.000000 Penalty: 5001.981934
	Iteration 42Q: 3 clusters Score -2802512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2802516.000000 Penalty: 5001.981934
	Iteration 43Q: 3 clusters Score -2802516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2802518.750000 Penalty: 5001.981934
	Iteration 44Q: 3 clusters Score -2802519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2802519.750000 Penalty: 5001.981934
	Iteration 45Q: 3 clusters Score -2802520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2802517.000000 Penalty: 5001.981934
	Iteration 46Q: 3 clusters Score -2802517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2802522.000000 Penalty: 5001.981934
	Iteration 47Q: 3 clusters Score -2802522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2802523.750000 Penalty: 5001.981934
	Iteration 48Q: 3 clusters Score -2802524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2802523.500000 Penalty: 5001.981934
	Iteration 49Q: 3 clusters Score -2802524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2802524.000000 Penalty: 5001.981934
	Iteration 50Q: 3 clusters Score -2802524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2802524.000000 Penalty: 5001.981934
	Iteration 51Q: 3 clusters Score -2802524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2802532.000000 Penalty: 5001.981934
	Iteration 52Q: 3 clusters Score -2802532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2802529.750000 Penalty: 5001.981934
	Iteration 53Q: 3 clusters Score -2802530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2802533.500000 Penalty: 5001.981934
	Iteration 54Q: 3 clusters Score -2802534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2802535.750000 Penalty: 5001.981934
	Iteration 55Q: 3 clusters Score -2802536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2802540.000000 Penalty: 5001.981934
	Iteration 56Q: 3 clusters Score -2802540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2802541.500000 Penalty: 5001.981934
	Iteration 57Q: 3 clusters Score -2802542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2802538.250000 Penalty: 5001.981934
	Iteration 58Q: 3 clusters Score -2802538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2802537.750000 Penalty: 5001.981934
	Iteration 59Q: 3 clusters Score -2802538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2802544.250000 Penalty: 5001.981934
	Iteration 60F: 3 clusters Score -2802544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2802545.250000 Penalty: 5001.981934
	Iteration 61Q: 3 clusters Score -2802545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2802545.750000 Penalty: 5001.981934
	Iteration 62Q: 3 clusters Score -2802546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2802550.750000 Penalty: 5001.981934
	Iteration 63Q: 3 clusters Score -2802551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2802545.250000 Penalty: 5001.981934
	Iteration 64Q: 3 clusters Score -2802545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2802548.000000 Penalty: 5001.981934
	Iteration 65Q: 3 clusters Score -2802548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2802550.250000 Penalty: 5001.981934
	Iteration 66Q: 3 clusters Score -2802550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2802557.000000 Penalty: 5001.981934
	Iteration 67Q: 3 clusters Score -2802557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2802558.250000 Penalty: 5001.981934
	Iteration 68Q: 3 clusters Score -2802558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2802564.500000 Penalty: 5001.981934
	Iteration 69Q: 3 clusters Score -2802564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2802568.000000 Penalty: 5001.981934
	Iteration 70Q: 3 clusters Score -2802568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2802564.750000 Penalty: 5001.981934
	Iteration 71Q: 3 clusters Score -2802565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2802566.250000 Penalty: 5001.981934
	Iteration 72Q: 3 clusters Score -2802566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2802571.750000 Penalty: 5001.981934
	Iteration 73Q: 3 clusters Score -2802572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2802577.000000 Penalty: 5001.981934
	Iteration 74Q: 3 clusters Score -2802577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2802576.250000 Penalty: 5001.981934
	Iteration 75Q: 3 clusters Score -2802576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2802577.750000 Penalty: 5001.981934
	Iteration 76Q: 3 clusters Score -2802578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2802579.000000 Penalty: 5001.981934
	Iteration 77Q: 3 clusters Score -2802579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2802585.500000 Penalty: 5001.981934
	Iteration 78Q: 3 clusters Score -2802586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2802583.250000 Penalty: 5001.981934
	Iteration 79Q: 3 clusters Score -2802583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2802581.250000 Penalty: 5001.981934
	Iteration 80F: 3 clusters Score -2802581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2802585.000000 Penalty: 5001.981934
	Iteration 81Q: 3 clusters Score -2802585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2802587.750000 Penalty: 5001.981934
	Iteration 82Q: 3 clusters Score -2802588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2802588.250000 Penalty: 5001.981934
	Iteration 83Q: 3 clusters Score -2802588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2802586.250000 Penalty: 5001.981934
	Iteration 84Q: 3 clusters Score -2802586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2802591.000000 Penalty: 5001.981934
	Iteration 85Q: 3 clusters Score -2802591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2802593.500000 Penalty: 5001.981934
	Iteration 86Q: 3 clusters Score -2802594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2802591.500000 Penalty: 5001.981934
	Iteration 87Q: 3 clusters Score -2802592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2802592.500000 Penalty: 5001.981934
	Iteration 88Q: 3 clusters Score -2802592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2802594.000000 Penalty: 5001.981934
	Iteration 89Q: 3 clusters Score -2802594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2802594.000000 Penalty: 5001.981934
	Iteration 90F: 3 clusters Score -2802594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Entering Unmasked Estep 
Score: -7978044.500000 Penalty: 2738.203857
	Iteration 0F: 2 clusters Score -7978044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -7936063.500000 Penalty: 5476.407715
	Iteration 0F: 3 clusters Score -7936064 nChanged 29141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -7952259.500000 Penalty: 5476.407715
	Iteration 1F: 3 clusters Score -7952260 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -7952895.000000 Penalty: 5476.407715
	Iteration 2Q: 3 clusters Score -7952895 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -7953631.000000 Penalty: 5476.407715
	Iteration 3Q: 3 clusters Score -7953631 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -7954796.000000 Penalty: 5476.407715
	Iteration 4Q: 3 clusters Score -7954796 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -7956360.500000 Penalty: 5476.407715
	Iteration 5F: 3 clusters Score -7956360 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -7958663.000000 Penalty: 5476.407715
	Iteration 6F: 3 clusters Score -7958663 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -7961752.000000 Penalty: 5476.407715
	Iteration 7F: 3 clusters Score -7961752 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -7965254.500000 Penalty: 5476.407715
	Iteration 8F: 3 clusters Score -7965254 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -7968360.000000 Penalty: 5476.407715
	Iteration 9F: 3 clusters Score -7968360 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -7970759.500000 Penalty: 5476.407715
	Iteration 10F: 3 clusters Score -7970760 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -7972351.500000 Penalty: 5476.407715
	Iteration 11Q: 3 clusters Score -7972352 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -7973485.000000 Penalty: 5476.407715
	Iteration 12Q: 3 clusters Score -7973485 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7974288.500000 Penalty: 5476.407715
	Iteration 13Q: 3 clusters Score -7974288 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7974843.500000 Penalty: 5476.407715
	Iteration 14Q: 3 clusters Score -7974844 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7975170.500000 Penalty: 5476.407715
	Iteration 15Q: 3 clusters Score -7975170 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7975367.000000 Penalty: 5476.407715
	Iteration 16Q: 3 clusters Score -7975367 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7975482.500000 Penalty: 5476.407715
	Iteration 17Q: 3 clusters Score -7975482 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7975554.000000 Penalty: 5476.407715
	Iteration 18Q: 3 clusters Score -7975554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7975615.500000 Penalty: 5476.407715
	Iteration 19Q: 3 clusters Score -7975616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7975627.500000 Penalty: 5476.407715
	Iteration 20F: 3 clusters Score -7975628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7975660.000000 Penalty: 5476.407715
	Iteration 21Q: 3 clusters Score -7975660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7975685.000000 Penalty: 5476.407715
	Iteration 22Q: 3 clusters Score -7975685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7975701.500000 Penalty: 5476.407715
	Iteration 23Q: 3 clusters Score -7975702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7975708.000000 Penalty: 5476.407715
	Iteration 24Q: 3 clusters Score -7975708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7975706.500000 Penalty: 5476.407715
	Iteration 25Q: 3 clusters Score -7975706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7975711.000000 Penalty: 5476.407715
	Iteration 26Q: 3 clusters Score -7975711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7975716.000000 Penalty: 5476.407715
	Iteration 27Q: 3 clusters Score -7975716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7975722.000000 Penalty: 5476.407715
	Iteration 28Q: 3 clusters Score -7975722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7975718.000000 Penalty: 5476.407715
	Iteration 29Q: 3 clusters Score -7975718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7975713.000000 Penalty: 5476.407715
	Iteration 30Q: 3 clusters Score -7975713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7975717.500000 Penalty: 5476.407715
	Iteration 31Q: 3 clusters Score -7975718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7975721.500000 Penalty: 5476.407715
	Iteration 32Q: 3 clusters Score -7975722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7975718.500000 Penalty: 5476.407715
	Iteration 33Q: 3 clusters Score -7975718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7975724.500000 Penalty: 5476.407715
	Iteration 34Q: 3 clusters Score -7975724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7975723.000000 Penalty: 5476.407715
	Iteration 35Q: 3 clusters Score -7975723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7975727.500000 Penalty: 5476.407715
	Iteration 36Q: 3 clusters Score -7975728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7975723.000000 Penalty: 5476.407715
	Iteration 37Q: 3 clusters Score -7975723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7975726.000000 Penalty: 5476.407715
	Iteration 38Q: 3 clusters Score -7975726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7975726.000000 Penalty: 5476.407715
	Iteration 39F: 3 clusters Score -7975726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Entering Unmasked Estep 
Score: -2719546.500000 Penalty: 2472.391846
	Iteration 0F: 2 clusters Score -2719546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2704602.500000 Penalty: 4944.783691
	Iteration 0F: 3 clusters Score -2704602 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2709562.000000 Penalty: 4944.783691
	Iteration 1F: 3 clusters Score -2709562 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2709960.250000 Penalty: 4944.783691
	Iteration 2F: 3 clusters Score -2709960 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2710329.250000 Penalty: 4944.783691
	Iteration 3Q: 3 clusters Score -2710329 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2710701.500000 Penalty: 4944.783691
	Iteration 4Q: 3 clusters Score -2710702 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2711149.000000 Penalty: 4944.783691
	Iteration 5Q: 3 clusters Score -2711149 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2711731.250000 Penalty: 4944.783691
	Iteration 6F: 3 clusters Score -2711731 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2712523.500000 Penalty: 4944.783691
	Iteration 7F: 3 clusters Score -2712524 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2713482.500000 Penalty: 4944.783691
	Iteration 8F: 3 clusters Score -2713482 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2714512.000000 Penalty: 4944.783691
	Iteration 9F: 3 clusters Score -2714512 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2715396.000000 Penalty: 4944.783691
	Iteration 10F: 3 clusters Score -2715396 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2716144.000000 Penalty: 4944.783691
	Iteration 11Q: 3 clusters Score -2716144 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2716668.750000 Penalty: 4944.783691
	Iteration 12Q: 3 clusters Score -2716669 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2717017.500000 Penalty: 4944.783691
	Iteration 13Q: 3 clusters Score -2717018 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2717252.250000 Penalty: 4944.783691
	Iteration 14Q: 3 clusters Score -2717252 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2717411.000000 Penalty: 4944.783691
	Iteration 15Q: 3 clusters Score -2717411 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2717520.000000 Penalty: 4944.783691
	Iteration 16Q: 3 clusters Score -2717520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2717599.000000 Penalty: 4944.783691
	Iteration 17Q: 3 clusters Score -2717599 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2717655.250000 Penalty: 4944.783691
	Iteration 18Q: 3 clusters Score -2717655 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2717690.500000 Penalty: 4944.783691
	Iteration 19Q: 3 clusters Score -2717690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2717716.000000 Penalty: 4944.783691
	Iteration 20F: 3 clusters Score -2717716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2717745.750000 Penalty: 4944.783691
	Iteration 21Q: 3 clusters Score -2717746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2717759.000000 Penalty: 4944.783691
	Iteration 22Q: 3 clusters Score -2717759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2717784.500000 Penalty: 4944.783691
	Iteration 23Q: 3 clusters Score -2717784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2717792.000000 Penalty: 4944.783691
	Iteration 24Q: 3 clusters Score -2717792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2717799.750000 Penalty: 4944.783691
	Iteration 25Q: 3 clusters Score -2717800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2717804.000000 Penalty: 4944.783691
	Iteration 26Q: 3 clusters Score -2717804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2717808.500000 Penalty: 4944.783691
	Iteration 27Q: 3 clusters Score -2717808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2717809.500000 Penalty: 4944.783691
	Iteration 28Q: 3 clusters Score -2717810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2717809.750000 Penalty: 4944.783691
	Iteration 29Q: 3 clusters Score -2717810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2717809.250000 Penalty: 4944.783691
	Iteration 30Q: 3 clusters Score -2717809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2717809.250000 Penalty: 4944.783691
	Iteration 31Q: 3 clusters Score -2717809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2717809.500000 Penalty: 4944.783691
	Iteration 32Q: 3 clusters Score -2717810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2717809.000000 Penalty: 4944.783691
	Iteration 33Q: 3 clusters Score -2717809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2717810.250000 Penalty: 4944.783691
	Iteration 34Q: 3 clusters Score -2717810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2717811.500000 Penalty: 4944.783691
	Iteration 35Q: 3 clusters Score -2717812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2717810.750000 Penalty: 4944.783691
	Iteration 36Q: 3 clusters Score -2717811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2717810.500000 Penalty: 4944.783691
	Iteration 37Q: 3 clusters Score -2717810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2717813.000000 Penalty: 4944.783691
	Iteration 38Q: 3 clusters Score -2717813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2717813.000000 Penalty: 4944.783691
	Iteration 39F: 3 clusters Score -2717813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -510836.281250 Penalty: 2064.375244
	Iteration 0F: 2 clusters Score -510836.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -506835.125000 Penalty: 4128.750488
	Iteration 0F: 3 clusters Score -506835.1 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -507771.625000 Penalty: 4128.750488
	Iteration 1F: 3 clusters Score -507771.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -508048.906250 Penalty: 4128.750488
	Iteration 2F: 3 clusters Score -508048.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -508249.968750 Penalty: 4128.750488
	Iteration 3F: 3 clusters Score -508250 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -508413.375000 Penalty: 4128.750488
	Iteration 4Q: 3 clusters Score -508413.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -508553.781250 Penalty: 4128.750488
	Iteration 5Q: 3 clusters Score -508553.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -508667.125000 Penalty: 4128.750488
	Iteration 6Q: 3 clusters Score -508667.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -508756.906250 Penalty: 4128.750488
	Iteration 7Q: 3 clusters Score -508756.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -508838.093750 Penalty: 4128.750488
	Iteration 8Q: 3 clusters Score -508838.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -508915.781250 Penalty: 4128.750488
	Iteration 9Q: 3 clusters Score -508915.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -508988.000000 Penalty: 4128.750488
	Iteration 10Q: 3 clusters Score -508988 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -509052.406250 Penalty: 4128.750488
	Iteration 11Q: 3 clusters Score -509052.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -509104.187500 Penalty: 4128.750488
	Iteration 12Q: 3 clusters Score -509104.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -509149.343750 Penalty: 4128.750488
	Iteration 13Q: 3 clusters Score -509149.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -509197.312500 Penalty: 4128.750488
	Iteration 14Q: 3 clusters Score -509197.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -509235.375000 Penalty: 4128.750488
	Iteration 15Q: 3 clusters Score -509235.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -509266.750000 Penalty: 4128.750488
	Iteration 16Q: 3 clusters Score -509266.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -509285.500000 Penalty: 4128.750488
	Iteration 17Q: 3 clusters Score -509285.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -509297.125000 Penalty: 4128.750488
	Iteration 18Q: 3 clusters Score -509297.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -509305.781250 Penalty: 4128.750488
	Iteration 19Q: 3 clusters Score -509305.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -509314.343750 Penalty: 4128.750488
	Iteration 20F: 3 clusters Score -509314.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -509325.125000 Penalty: 4128.750488
	Iteration 21Q: 3 clusters Score -509325.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -509334.468750 Penalty: 4128.750488
	Iteration 22Q: 3 clusters Score -509334.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -509347.781250 Penalty: 4128.750488
	Iteration 23Q: 3 clusters Score -509347.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -509356.500000 Penalty: 4128.750488
	Iteration 24Q: 3 clusters Score -509356.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -509364.625000 Penalty: 4128.750488
	Iteration 25Q: 3 clusters Score -509364.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -509368.062500 Penalty: 4128.750488
	Iteration 26Q: 3 clusters Score -509368.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -509370.687500 Penalty: 4128.750488
	Iteration 27Q: 3 clusters Score -509370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -509372.218750 Penalty: 4128.750488
	Iteration 28Q: 3 clusters Score -509372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -509374.250000 Penalty: 4128.750488
	Iteration 29Q: 3 clusters Score -509374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -509374.312500 Penalty: 4128.750488
	Iteration 30Q: 3 clusters Score -509374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -509376.093750 Penalty: 4128.750488
	Iteration 31Q: 3 clusters Score -509376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -509377.281250 Penalty: 4128.750488
	Iteration 32Q: 3 clusters Score -509377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -509378.937500 Penalty: 4128.750488
	Iteration 33Q: 3 clusters Score -509378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -509379.281250 Penalty: 4128.750488
	Iteration 34Q: 3 clusters Score -509379.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -509380.500000 Penalty: 4128.750488
	Iteration 35Q: 3 clusters Score -509380.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -509381.968750 Penalty: 4128.750488
	Iteration 36Q: 3 clusters Score -509382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -509381.968750 Penalty: 4128.750488
	Iteration 37F: 3 clusters Score -509382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Entering Unmasked Estep 
Score: -890467.312500 Penalty: 2209.691406
	Iteration 0F: 2 clusters Score -890467.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -884479.937500 Penalty: 4419.382812
	Iteration 0F: 3 clusters Score -884479.9 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -886194.687500 Penalty: 4419.382812
	Iteration 1F: 3 clusters Score -886194.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -886698.437500 Penalty: 4419.382812
	Iteration 2F: 3 clusters Score -886698.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -887052.750000 Penalty: 4419.382812
	Iteration 3F: 3 clusters Score -887052.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -887283.937500 Penalty: 4419.382812
	Iteration 4F: 3 clusters Score -887283.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -887469.312500 Penalty: 4419.382812
	Iteration 5Q: 3 clusters Score -887469.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -887639.625000 Penalty: 4419.382812
	Iteration 6Q: 3 clusters Score -887639.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -887799.187500 Penalty: 4419.382812
	Iteration 7Q: 3 clusters Score -887799.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -887960.750000 Penalty: 4419.382812
	Iteration 8Q: 3 clusters Score -887960.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -888122.500000 Penalty: 4419.382812
	Iteration 9Q: 3 clusters Score -888122.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -888311.312500 Penalty: 4419.382812
	Iteration 10Q: 3 clusters Score -888311.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -888504.062500 Penalty: 4419.382812
	Iteration 11Q: 3 clusters Score -888504.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -888713.875000 Penalty: 4419.382812
	Iteration 12Q: 3 clusters Score -888713.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -888875.062500 Penalty: 4419.382812
	Iteration 13Q: 3 clusters Score -888875.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -888983.312500 Penalty: 4419.382812
	Iteration 14Q: 3 clusters Score -888983.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -889076.000000 Penalty: 4419.382812
	Iteration 15Q: 3 clusters Score -889076 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -889150.312500 Penalty: 4419.382812
	Iteration 16Q: 3 clusters Score -889150.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -889211.562500 Penalty: 4419.382812
	Iteration 17Q: 3 clusters Score -889211.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -889266.000000 Penalty: 4419.382812
	Iteration 18Q: 3 clusters Score -889266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -889337.187500 Penalty: 4419.382812
	Iteration 19Q: 3 clusters Score -889337.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -889421.062500 Penalty: 4419.382812
	Iteration 20F: 3 clusters Score -889421.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -889495.187500 Penalty: 4419.382812
	Iteration 21Q: 3 clusters Score -889495.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -889555.937500 Penalty: 4419.382812
	Iteration 22Q: 3 clusters Score -889555.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -889607.437500 Penalty: 4419.382812
	Iteration 23Q: 3 clusters Score -889607.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -889649.187500 Penalty: 4419.382812
	Iteration 24Q: 3 clusters Score -889649.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -889693.687500 Penalty: 4419.382812
	Iteration 25Q: 3 clusters Score -889693.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -889720.875000 Penalty: 4419.382812
	Iteration 26Q: 3 clusters Score -889720.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -889749.000000 Penalty: 4419.382812
	Iteration 27Q: 3 clusters Score -889749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -889773.062500 Penalty: 4419.382812
	Iteration 28Q: 3 clusters Score -889773.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -889786.500000 Penalty: 4419.382812
	Iteration 29Q: 3 clusters Score -889786.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -889799.500000 Penalty: 4419.382812
	Iteration 30Q: 3 clusters Score -889799.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -889810.125000 Penalty: 4419.382812
	Iteration 31Q: 3 clusters Score -889810.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -889816.125000 Penalty: 4419.382812
	Iteration 32Q: 3 clusters Score -889816.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -889823.062500 Penalty: 4419.382812
	Iteration 33Q: 3 clusters Score -889823.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -889828.750000 Penalty: 4419.382812
	Iteration 34Q: 3 clusters Score -889828.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -889835.437500 Penalty: 4419.382812
	Iteration 35Q: 3 clusters Score -889835.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -889835.875000 Penalty: 4419.382812
	Iteration 36Q: 3 clusters Score -889835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -889838.062500 Penalty: 4419.382812
	Iteration 37Q: 3 clusters Score -889838.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -889841.312500 Penalty: 4419.382812
	Iteration 38Q: 3 clusters Score -889841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -889842.562500 Penalty: 4419.382812
	Iteration 39Q: 3 clusters Score -889842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -889841.937500 Penalty: 4419.382812
	Iteration 40F: 3 clusters Score -889841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -889842.500000 Penalty: 4419.382812
	Iteration 41Q: 3 clusters Score -889842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -889842.187500 Penalty: 4419.382812
	Iteration 42Q: 3 clusters Score -889842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -889843.500000 Penalty: 4419.382812
	Iteration 43Q: 3 clusters Score -889843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -889844.437500 Penalty: 4419.382812
	Iteration 44Q: 3 clusters Score -889844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -889844.187500 Penalty: 4419.382812
	Iteration 45Q: 3 clusters Score -889844.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -889844.187500 Penalty: 4419.382812
	Iteration 46F: 3 clusters Score -889844.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1672907.625000 Penalty: 2366.188477
	Iteration 0F: 2 clusters Score -1672908 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 7030 members 
Entering Unmasked Estep 
Score: -1662775.375000 Penalty: 4732.376953
	Iteration 0F: 3 clusters Score -1662775 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1666105.750000 Penalty: 4732.376953
	Iteration 1F: 3 clusters Score -1666106 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1666624.375000 Penalty: 4732.376953
	Iteration 2F: 3 clusters Score -1666624 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1667107.625000 Penalty: 4732.376953
	Iteration 3F: 3 clusters Score -1667108 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1667528.750000 Penalty: 4732.376953
	Iteration 4F: 3 clusters Score -1667529 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1667969.875000 Penalty: 4732.376953
	Iteration 5F: 3 clusters Score -1667970 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1668398.625000 Penalty: 4732.376953
	Iteration 6Q: 3 clusters Score -1668399 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1668823.000000 Penalty: 4732.376953
	Iteration 7Q: 3 clusters Score -1668823 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1669231.250000 Penalty: 4732.376953
	Iteration 8Q: 3 clusters Score -1669231 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1669592.125000 Penalty: 4732.376953
	Iteration 9Q: 3 clusters Score -1669592 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1669885.000000 Penalty: 4732.376953
	Iteration 10Q: 3 clusters Score -1669885 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1670118.500000 Penalty: 4732.376953
	Iteration 11Q: 3 clusters Score -1670118 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1670321.625000 Penalty: 4732.376953
	Iteration 12Q: 3 clusters Score -1670322 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1670499.875000 Penalty: 4732.376953
	Iteration 13Q: 3 clusters Score -1670500 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1670654.375000 Penalty: 4732.376953
	Iteration 14Q: 3 clusters Score -1670654 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1670789.500000 Penalty: 4732.376953
	Iteration 15Q: 3 clusters Score -1670790 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1670925.625000 Penalty: 4732.376953
	Iteration 16Q: 3 clusters Score -1670926 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1671057.375000 Penalty: 4732.376953
	Iteration 17Q: 3 clusters Score -1671057 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1671203.250000 Penalty: 4732.376953
	Iteration 18Q: 3 clusters Score -1671203 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1671351.250000 Penalty: 4732.376953
	Iteration 19Q: 3 clusters Score -1671351 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1671492.500000 Penalty: 4732.376953
	Iteration 20F: 3 clusters Score -1671492 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1671612.000000 Penalty: 4732.376953
	Iteration 21Q: 3 clusters Score -1671612 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1671720.500000 Penalty: 4732.376953
	Iteration 22Q: 3 clusters Score -1671720 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1671820.000000 Penalty: 4732.376953
	Iteration 23Q: 3 clusters Score -1671820 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1671907.875000 Penalty: 4732.376953
	Iteration 24Q: 3 clusters Score -1671908 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1671964.750000 Penalty: 4732.376953
	Iteration 25Q: 3 clusters Score -1671965 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1672006.125000 Penalty: 4732.376953
	Iteration 26Q: 3 clusters Score -1672006 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1672042.000000 Penalty: 4732.376953
	Iteration 27Q: 3 clusters Score -1672042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1672073.375000 Penalty: 4732.376953
	Iteration 28Q: 3 clusters Score -1672073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1672083.875000 Penalty: 4732.376953
	Iteration 29Q: 3 clusters Score -1672084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1672097.625000 Penalty: 4732.376953
	Iteration 30Q: 3 clusters Score -1672098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1672111.750000 Penalty: 4732.376953
	Iteration 31Q: 3 clusters Score -1672112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1672119.875000 Penalty: 4732.376953
	Iteration 32Q: 3 clusters Score -1672120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1672124.000000 Penalty: 4732.376953
	Iteration 33Q: 3 clusters Score -1672124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1672123.000000 Penalty: 4732.376953
	Iteration 34Q: 3 clusters Score -1672123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1672127.500000 Penalty: 4732.376953
	Iteration 35Q: 3 clusters Score -1672128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1672132.875000 Penalty: 4732.376953
	Iteration 36Q: 3 clusters Score -1672133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1672136.500000 Penalty: 4732.376953
	Iteration 37Q: 3 clusters Score -1672136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1672138.375000 Penalty: 4732.376953
	Iteration 38Q: 3 clusters Score -1672138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1672140.125000 Penalty: 4732.376953
	Iteration 39Q: 3 clusters Score -1672140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1672141.000000 Penalty: 4732.376953
	Iteration 40F: 3 clusters Score -1672141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1672143.375000 Penalty: 4732.376953
	Iteration 41Q: 3 clusters Score -1672143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1672142.625000 Penalty: 4732.376953
	Iteration 42Q: 3 clusters Score -1672143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1672144.375000 Penalty: 4732.376953
	Iteration 43Q: 3 clusters Score -1672144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1672146.000000 Penalty: 4732.376953
	Iteration 44Q: 3 clusters Score -1672146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1672146.250000 Penalty: 4732.376953
	Iteration 45Q: 3 clusters Score -1672146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1672148.125000 Penalty: 4732.376953
	Iteration 46Q: 3 clusters Score -1672148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1672148.875000 Penalty: 4732.376953
	Iteration 47Q: 3 clusters Score -1672149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1672153.000000 Penalty: 4732.376953
	Iteration 48Q: 3 clusters Score -1672153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1672150.875000 Penalty: 4732.376953
	Iteration 49Q: 3 clusters Score -1672151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1672150.125000 Penalty: 4732.376953
	Iteration 50Q: 3 clusters Score -1672150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1672152.625000 Penalty: 4732.376953
	Iteration 51Q: 3 clusters Score -1672153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1672154.875000 Penalty: 4732.376953
	Iteration 52Q: 3 clusters Score -1672155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1672155.125000 Penalty: 4732.376953
	Iteration 53Q: 3 clusters Score -1672155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1672155.125000 Penalty: 4732.376953
	Iteration 54F: 3 clusters Score -1672155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Entering Unmasked Estep 
Score: -1559881.125000 Penalty: 2347.507812
	Iteration 0F: 2 clusters Score -1559881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1550334.625000 Penalty: 4695.015625
	Iteration 0F: 3 clusters Score -1550335 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1553160.250000 Penalty: 4695.015625
	Iteration 1F: 3 clusters Score -1553160 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1553486.125000 Penalty: 4695.015625
	Iteration 2F: 3 clusters Score -1553486 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1553702.375000 Penalty: 4695.015625
	Iteration 3Q: 3 clusters Score -1553702 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1553922.625000 Penalty: 4695.015625
	Iteration 4Q: 3 clusters Score -1553923 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1554182.000000 Penalty: 4695.015625
	Iteration 5Q: 3 clusters Score -1554182 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1554478.250000 Penalty: 4695.015625
	Iteration 6Q: 3 clusters Score -1554478 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1554879.125000 Penalty: 4695.015625
	Iteration 7Q: 3 clusters Score -1554879 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1555369.250000 Penalty: 4695.015625
	Iteration 8F: 3 clusters Score -1555369 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1555957.750000 Penalty: 4695.015625
	Iteration 9F: 3 clusters Score -1555958 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1556528.000000 Penalty: 4695.015625
	Iteration 10F: 3 clusters Score -1556528 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1557032.500000 Penalty: 4695.015625
	Iteration 11F: 3 clusters Score -1557032 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1557405.750000 Penalty: 4695.015625
	Iteration 12Q: 3 clusters Score -1557406 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1557688.875000 Penalty: 4695.015625
	Iteration 13Q: 3 clusters Score -1557689 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1557916.500000 Penalty: 4695.015625
	Iteration 14Q: 3 clusters Score -1557916 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1558072.750000 Penalty: 4695.015625
	Iteration 15Q: 3 clusters Score -1558073 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1558175.250000 Penalty: 4695.015625
	Iteration 16Q: 3 clusters Score -1558175 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1558254.500000 Penalty: 4695.015625
	Iteration 17Q: 3 clusters Score -1558254 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1558295.000000 Penalty: 4695.015625
	Iteration 18Q: 3 clusters Score -1558295 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1558329.750000 Penalty: 4695.015625
	Iteration 19Q: 3 clusters Score -1558330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1558358.000000 Penalty: 4695.015625
	Iteration 20F: 3 clusters Score -1558358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1558378.250000 Penalty: 4695.015625
	Iteration 21Q: 3 clusters Score -1558378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1558406.625000 Penalty: 4695.015625
	Iteration 22Q: 3 clusters Score -1558407 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1558433.625000 Penalty: 4695.015625
	Iteration 23Q: 3 clusters Score -1558434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1558458.250000 Penalty: 4695.015625
	Iteration 24Q: 3 clusters Score -1558458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1558482.750000 Penalty: 4695.015625
	Iteration 25Q: 3 clusters Score -1558483 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1558524.625000 Penalty: 4695.015625
	Iteration 26Q: 3 clusters Score -1558525 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1558560.000000 Penalty: 4695.015625
	Iteration 27Q: 3 clusters Score -1558560 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1558600.125000 Penalty: 4695.015625
	Iteration 28Q: 3 clusters Score -1558600 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1558639.375000 Penalty: 4695.015625
	Iteration 29Q: 3 clusters Score -1558639 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1558681.750000 Penalty: 4695.015625
	Iteration 30Q: 3 clusters Score -1558682 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1558735.375000 Penalty: 4695.015625
	Iteration 31Q: 3 clusters Score -1558735 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1558779.250000 Penalty: 4695.015625
	Iteration 32Q: 3 clusters Score -1558779 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1558826.250000 Penalty: 4695.015625
	Iteration 33Q: 3 clusters Score -1558826 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1558866.125000 Penalty: 4695.015625
	Iteration 34Q: 3 clusters Score -1558866 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1558916.625000 Penalty: 4695.015625
	Iteration 35Q: 3 clusters Score -1558917 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1558963.750000 Penalty: 4695.015625
	Iteration 36Q: 3 clusters Score -1558964 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1559011.875000 Penalty: 4695.015625
	Iteration 37Q: 3 clusters Score -1559012 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1559061.750000 Penalty: 4695.015625
	Iteration 38Q: 3 clusters Score -1559062 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1559129.750000 Penalty: 4695.015625
	Iteration 39Q: 3 clusters Score -1559130 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1559217.750000 Penalty: 4695.015625
	Iteration 40F: 3 clusters Score -1559218 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1559301.625000 Penalty: 4695.015625
	Iteration 41Q: 3 clusters Score -1559302 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1559361.875000 Penalty: 4695.015625
	Iteration 42Q: 3 clusters Score -1559362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1559414.375000 Penalty: 4695.015625
	Iteration 43Q: 3 clusters Score -1559414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1559457.125000 Penalty: 4695.015625
	Iteration 44Q: 3 clusters Score -1559457 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1559493.750000 Penalty: 4695.015625
	Iteration 45Q: 3 clusters Score -1559494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1559534.250000 Penalty: 4695.015625
	Iteration 46Q: 3 clusters Score -1559534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1559551.750000 Penalty: 4695.015625
	Iteration 47Q: 3 clusters Score -1559552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1559559.500000 Penalty: 4695.015625
	Iteration 48Q: 3 clusters Score -1559560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1559565.250000 Penalty: 4695.015625
	Iteration 49Q: 3 clusters Score -1559565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1559573.750000 Penalty: 4695.015625
	Iteration 50Q: 3 clusters Score -1559574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1559580.375000 Penalty: 4695.015625
	Iteration 51Q: 3 clusters Score -1559580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1559583.500000 Penalty: 4695.015625
	Iteration 52Q: 3 clusters Score -1559584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1559585.125000 Penalty: 4695.015625
	Iteration 53Q: 3 clusters Score -1559585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1559585.750000 Penalty: 4695.015625
	Iteration 54Q: 3 clusters Score -1559586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1559588.000000 Penalty: 4695.015625
	Iteration 55Q: 3 clusters Score -1559588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1559592.875000 Penalty: 4695.015625
	Iteration 56Q: 3 clusters Score -1559593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1559593.500000 Penalty: 4695.015625
	Iteration 57Q: 3 clusters Score -1559594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1559593.500000 Penalty: 4695.015625
	Iteration 58Q: 3 clusters Score -1559594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1559595.000000 Penalty: 4695.015625
	Iteration 59Q: 3 clusters Score -1559595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1559597.750000 Penalty: 4695.015625
	Iteration 60F: 3 clusters Score -1559598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1559597.375000 Penalty: 4695.015625
	Iteration 61Q: 3 clusters Score -1559597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1559598.875000 Penalty: 4695.015625
	Iteration 62Q: 3 clusters Score -1559599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1559600.875000 Penalty: 4695.015625
	Iteration 63Q: 3 clusters Score -1559601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1559599.250000 Penalty: 4695.015625
	Iteration 64Q: 3 clusters Score -1559599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1559599.250000 Penalty: 4695.015625
	Iteration 65F: 3 clusters Score -1559599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -71638.507812 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -71638.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70038.882812 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -70038.88 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70425.164062 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -70425.16 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70920.851562 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -70920.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71268.843750 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -71268.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71444.109375 Penalty: 3230.562256
	Iteration 4F: 3 clusters Score -71444.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -71616.507812 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -71616.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -71714.429688 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -71714.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -71767.304688 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -71767.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -71815.789062 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -71815.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -71830.312500 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -71830.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -71844.382812 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -71844.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -71847.843750 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -71847.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -71847.843750 Penalty: 3230.562256
	Iteration 12F: 3 clusters Score -71847.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 29742 members 
Mstep: Class 3 contains 53931 members 
Mstep: Class 4 contains 286172 members 
Mstep: Class 5 contains 43041 members 
Mstep: Class 6 contains 45818 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 105007 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14287 members 
Mstep: Class 11 contains 40885 members 
Mstep: Class 12 contains 136345 members 
Mstep: Class 13 contains 34272 members 
Mstep: Class 14 contains 6254 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100685 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 23972 members 
Mstep: Class 19 contains 62389 members 
Mstep: Class 20 contains 21361 members 
Mstep: Class 21 contains 4122 members 
Mstep: Class 22 contains 7406 members 
Mstep: Class 23 contains 13920 members 
Mstep: Class 24 contains 12910 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 4222 members 
Mstep: Class 27 contains 16199 members 
Mstep: Class 28 contains 7727 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97613 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 481 members 
Entering Unmasked Estep 
Score: -157739520.000000 Penalty: 111509.140625
Splitting cluster 25 changes total score from -157741104.000000 to -157739520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -460666.656250 Penalty: 2070.320068
	Iteration 0F: 2 clusters Score -460666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -456646.000000 Penalty: 4140.640137
	Iteration 0F: 3 clusters Score -456646 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -457678.343750 Penalty: 4140.640137
	Iteration 1F: 3 clusters Score -457678.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -457954.687500 Penalty: 4140.640137
	Iteration 2F: 3 clusters Score -457954.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -458191.031250 Penalty: 4140.640137
	Iteration 3F: 3 clusters Score -458191 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -458434.250000 Penalty: 4140.640137
	Iteration 4F: 3 clusters Score -458434.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -458673.906250 Penalty: 4140.640137
	Iteration 5F: 3 clusters Score -458673.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -458895.187500 Penalty: 4140.640137
	Iteration 6Q: 3 clusters Score -458895.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -459046.843750 Penalty: 4140.640137
	Iteration 7Q: 3 clusters Score -459046.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -459144.093750 Penalty: 4140.640137
	Iteration 8Q: 3 clusters Score -459144.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -459202.750000 Penalty: 4140.640137
	Iteration 9Q: 3 clusters Score -459202.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -459256.343750 Penalty: 4140.640137
	Iteration 10Q: 3 clusters Score -459256.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -459294.656250 Penalty: 4140.640137
	Iteration 11Q: 3 clusters Score -459294.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -459313.250000 Penalty: 4140.640137
	Iteration 12Q: 3 clusters Score -459313.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -459329.281250 Penalty: 4140.640137
	Iteration 13Q: 3 clusters Score -459329.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -459340.593750 Penalty: 4140.640137
	Iteration 14Q: 3 clusters Score -459340.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -459351.875000 Penalty: 4140.640137
	Iteration 15Q: 3 clusters Score -459351.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -459361.312500 Penalty: 4140.640137
	Iteration 16Q: 3 clusters Score -459361.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -459370.687500 Penalty: 4140.640137
	Iteration 17Q: 3 clusters Score -459370.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -459379.250000 Penalty: 4140.640137
	Iteration 18Q: 3 clusters Score -459379.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -459387.843750 Penalty: 4140.640137
	Iteration 19Q: 3 clusters Score -459387.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -459393.468750 Penalty: 4140.640137
	Iteration 20F: 3 clusters Score -459393.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -459403.343750 Penalty: 4140.640137
	Iteration 21Q: 3 clusters Score -459403.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -459416.656250 Penalty: 4140.640137
	Iteration 22Q: 3 clusters Score -459416.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -459424.937500 Penalty: 4140.640137
	Iteration 23Q: 3 clusters Score -459424.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -459431.312500 Penalty: 4140.640137
	Iteration 24Q: 3 clusters Score -459431.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -459434.218750 Penalty: 4140.640137
	Iteration 25Q: 3 clusters Score -459434.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -459436.000000 Penalty: 4140.640137
	Iteration 26Q: 3 clusters Score -459436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -459437.250000 Penalty: 4140.640137
	Iteration 27Q: 3 clusters Score -459437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -459436.968750 Penalty: 4140.640137
	Iteration 28Q: 3 clusters Score -459437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -459438.562500 Penalty: 4140.640137
	Iteration 29Q: 3 clusters Score -459438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -459438.562500 Penalty: 4140.640137
	Iteration 30F: 3 clusters Score -459438.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Entering Unmasked Estep 
Score: -2028649.375000 Penalty: 2403.790771
	Iteration 0F: 2 clusters Score -2028649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2017017.375000 Penalty: 4807.581543
	Iteration 0F: 3 clusters Score -2017017 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2020705.875000 Penalty: 4807.581543
	Iteration 1F: 3 clusters Score -2020706 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2021123.000000 Penalty: 4807.581543
	Iteration 2F: 3 clusters Score -2021123 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2021497.750000 Penalty: 4807.581543
	Iteration 3F: 3 clusters Score -2021498 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2021836.375000 Penalty: 4807.581543
	Iteration 4Q: 3 clusters Score -2021836 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2022221.125000 Penalty: 4807.581543
	Iteration 5Q: 3 clusters Score -2022221 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2022673.625000 Penalty: 4807.581543
	Iteration 6Q: 3 clusters Score -2022674 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2023131.000000 Penalty: 4807.581543
	Iteration 7F: 3 clusters Score -2023131 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2023587.250000 Penalty: 4807.581543
	Iteration 8F: 3 clusters Score -2023587 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2023994.000000 Penalty: 4807.581543
	Iteration 9Q: 3 clusters Score -2023994 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2024286.875000 Penalty: 4807.581543
	Iteration 10Q: 3 clusters Score -2024287 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2024488.750000 Penalty: 4807.581543
	Iteration 11Q: 3 clusters Score -2024489 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2024608.125000 Penalty: 4807.581543
	Iteration 12Q: 3 clusters Score -2024608 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2024677.375000 Penalty: 4807.581543
	Iteration 13Q: 3 clusters Score -2024677 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2024737.750000 Penalty: 4807.581543
	Iteration 14Q: 3 clusters Score -2024738 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2024784.750000 Penalty: 4807.581543
	Iteration 15Q: 3 clusters Score -2024785 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2024827.750000 Penalty: 4807.581543
	Iteration 16Q: 3 clusters Score -2024828 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2024865.750000 Penalty: 4807.581543
	Iteration 17Q: 3 clusters Score -2024866 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2024891.750000 Penalty: 4807.581543
	Iteration 18Q: 3 clusters Score -2024892 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2024910.375000 Penalty: 4807.581543
	Iteration 19Q: 3 clusters Score -2024910 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2024936.750000 Penalty: 4807.581543
	Iteration 20F: 3 clusters Score -2024937 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2024951.500000 Penalty: 4807.581543
	Iteration 21Q: 3 clusters Score -2024952 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2024963.000000 Penalty: 4807.581543
	Iteration 22Q: 3 clusters Score -2024963 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2024981.500000 Penalty: 4807.581543
	Iteration 23Q: 3 clusters Score -2024982 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2025003.500000 Penalty: 4807.581543
	Iteration 24Q: 3 clusters Score -2025004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2025025.750000 Penalty: 4807.581543
	Iteration 25Q: 3 clusters Score -2025026 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2025043.625000 Penalty: 4807.581543
	Iteration 26Q: 3 clusters Score -2025044 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2025072.750000 Penalty: 4807.581543
	Iteration 27Q: 3 clusters Score -2025073 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2025093.750000 Penalty: 4807.581543
	Iteration 28Q: 3 clusters Score -2025094 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2025142.500000 Penalty: 4807.581543
	Iteration 29Q: 3 clusters Score -2025142 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2025192.000000 Penalty: 4807.581543
	Iteration 30Q: 3 clusters Score -2025192 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2025270.125000 Penalty: 4807.581543
	Iteration 31Q: 3 clusters Score -2025270 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2025355.500000 Penalty: 4807.581543
	Iteration 32Q: 3 clusters Score -2025356 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2025436.875000 Penalty: 4807.581543
	Iteration 33Q: 3 clusters Score -2025437 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2025517.750000 Penalty: 4807.581543
	Iteration 34Q: 3 clusters Score -2025518 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2025617.125000 Penalty: 4807.581543
	Iteration 35Q: 3 clusters Score -2025617 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2025715.250000 Penalty: 4807.581543
	Iteration 36Q: 3 clusters Score -2025715 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2025808.625000 Penalty: 4807.581543
	Iteration 37Q: 3 clusters Score -2025809 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2025904.125000 Penalty: 4807.581543
	Iteration 38Q: 3 clusters Score -2025904 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2025991.625000 Penalty: 4807.581543
	Iteration 39Q: 3 clusters Score -2025992 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2026076.875000 Penalty: 4807.581543
	Iteration 40F: 3 clusters Score -2026077 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2026141.625000 Penalty: 4807.581543
	Iteration 41Q: 3 clusters Score -2026142 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2026212.375000 Penalty: 4807.581543
	Iteration 42Q: 3 clusters Score -2026212 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2026275.375000 Penalty: 4807.581543
	Iteration 43Q: 3 clusters Score -2026275 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2026342.750000 Penalty: 4807.581543
	Iteration 44Q: 3 clusters Score -2026343 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2026395.625000 Penalty: 4807.581543
	Iteration 45Q: 3 clusters Score -2026396 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2026448.125000 Penalty: 4807.581543
	Iteration 46Q: 3 clusters Score -2026448 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2026499.125000 Penalty: 4807.581543
	Iteration 47Q: 3 clusters Score -2026499 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2026548.125000 Penalty: 4807.581543
	Iteration 48Q: 3 clusters Score -2026548 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2026586.500000 Penalty: 4807.581543
	Iteration 49Q: 3 clusters Score -2026586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2026628.875000 Penalty: 4807.581543
	Iteration 50Q: 3 clusters Score -2026629 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2026673.000000 Penalty: 4807.581543
	Iteration 51Q: 3 clusters Score -2026673 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2026713.375000 Penalty: 4807.581543
	Iteration 52Q: 3 clusters Score -2026713 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2026736.125000 Penalty: 4807.581543
	Iteration 53Q: 3 clusters Score -2026736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2026755.750000 Penalty: 4807.581543
	Iteration 54Q: 3 clusters Score -2026756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2026773.000000 Penalty: 4807.581543
	Iteration 55Q: 3 clusters Score -2026773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2026781.625000 Penalty: 4807.581543
	Iteration 56Q: 3 clusters Score -2026782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2026793.250000 Penalty: 4807.581543
	Iteration 57Q: 3 clusters Score -2026793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2026804.500000 Penalty: 4807.581543
	Iteration 58Q: 3 clusters Score -2026804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2026817.500000 Penalty: 4807.581543
	Iteration 59Q: 3 clusters Score -2026818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2026814.375000 Penalty: 4807.581543
	Iteration 60F: 3 clusters Score -2026814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2026820.000000 Penalty: 4807.581543
	Iteration 61Q: 3 clusters Score -2026820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2026825.250000 Penalty: 4807.581543
	Iteration 62Q: 3 clusters Score -2026825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2026826.875000 Penalty: 4807.581543
	Iteration 63Q: 3 clusters Score -2026827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2026829.500000 Penalty: 4807.581543
	Iteration 64Q: 3 clusters Score -2026830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2026834.250000 Penalty: 4807.581543
	Iteration 65Q: 3 clusters Score -2026834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2026837.875000 Penalty: 4807.581543
	Iteration 66Q: 3 clusters Score -2026838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2026837.125000 Penalty: 4807.581543
	Iteration 67Q: 3 clusters Score -2026837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2026846.125000 Penalty: 4807.581543
	Iteration 68Q: 3 clusters Score -2026846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2026855.750000 Penalty: 4807.581543
	Iteration 69Q: 3 clusters Score -2026856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2026860.000000 Penalty: 4807.581543
	Iteration 70Q: 3 clusters Score -2026860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2026866.625000 Penalty: 4807.581543
	Iteration 71Q: 3 clusters Score -2026867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2026872.750000 Penalty: 4807.581543
	Iteration 72Q: 3 clusters Score -2026873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2026874.625000 Penalty: 4807.581543
	Iteration 73Q: 3 clusters Score -2026875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2026879.625000 Penalty: 4807.581543
	Iteration 74Q: 3 clusters Score -2026880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2026885.625000 Penalty: 4807.581543
	Iteration 75Q: 3 clusters Score -2026886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2026890.375000 Penalty: 4807.581543
	Iteration 76Q: 3 clusters Score -2026890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2026889.625000 Penalty: 4807.581543
	Iteration 77Q: 3 clusters Score -2026890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2026891.125000 Penalty: 4807.581543
	Iteration 78Q: 3 clusters Score -2026891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2026893.250000 Penalty: 4807.581543
	Iteration 79Q: 3 clusters Score -2026893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2026894.375000 Penalty: 4807.581543
	Iteration 80F: 3 clusters Score -2026894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Entering Unmasked Estep 
Score: -952228.375000 Penalty: 2220.213867
	Iteration 0F: 2 clusters Score -952228.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -945997.187500 Penalty: 4440.427734
	Iteration 0F: 3 clusters Score -945997.2 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -947711.625000 Penalty: 4440.427734
	Iteration 1F: 3 clusters Score -947711.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -947969.062500 Penalty: 4440.427734
	Iteration 2F: 3 clusters Score -947969.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -948160.687500 Penalty: 4440.427734
	Iteration 3Q: 3 clusters Score -948160.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -948325.250000 Penalty: 4440.427734
	Iteration 4Q: 3 clusters Score -948325.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -948451.500000 Penalty: 4440.427734
	Iteration 5Q: 3 clusters Score -948451.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -948558.625000 Penalty: 4440.427734
	Iteration 6Q: 3 clusters Score -948558.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -948653.812500 Penalty: 4440.427734
	Iteration 7Q: 3 clusters Score -948653.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -948755.062500 Penalty: 4440.427734
	Iteration 8Q: 3 clusters Score -948755.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -948877.875000 Penalty: 4440.427734
	Iteration 9Q: 3 clusters Score -948877.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -948992.187500 Penalty: 4440.427734
	Iteration 10Q: 3 clusters Score -948992.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -949105.562500 Penalty: 4440.427734
	Iteration 11Q: 3 clusters Score -949105.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -949222.625000 Penalty: 4440.427734
	Iteration 12Q: 3 clusters Score -949222.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -949325.812500 Penalty: 4440.427734
	Iteration 13Q: 3 clusters Score -949325.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -949412.562500 Penalty: 4440.427734
	Iteration 14Q: 3 clusters Score -949412.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -949503.312500 Penalty: 4440.427734
	Iteration 15Q: 3 clusters Score -949503.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -949578.437500 Penalty: 4440.427734
	Iteration 16Q: 3 clusters Score -949578.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -949652.250000 Penalty: 4440.427734
	Iteration 17Q: 3 clusters Score -949652.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -949728.312500 Penalty: 4440.427734
	Iteration 18Q: 3 clusters Score -949728.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -949821.250000 Penalty: 4440.427734
	Iteration 19Q: 3 clusters Score -949821.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -949921.875000 Penalty: 4440.427734
	Iteration 20F: 3 clusters Score -949921.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -950012.750000 Penalty: 4440.427734
	Iteration 21Q: 3 clusters Score -950012.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -950098.062500 Penalty: 4440.427734
	Iteration 22Q: 3 clusters Score -950098.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -950179.312500 Penalty: 4440.427734
	Iteration 23Q: 3 clusters Score -950179.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -950261.437500 Penalty: 4440.427734
	Iteration 24Q: 3 clusters Score -950261.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -950327.500000 Penalty: 4440.427734
	Iteration 25Q: 3 clusters Score -950327.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -950378.312500 Penalty: 4440.427734
	Iteration 26Q: 3 clusters Score -950378.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -950416.000000 Penalty: 4440.427734
	Iteration 27Q: 3 clusters Score -950416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -950440.375000 Penalty: 4440.427734
	Iteration 28Q: 3 clusters Score -950440.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -950465.062500 Penalty: 4440.427734
	Iteration 29Q: 3 clusters Score -950465.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -950481.687500 Penalty: 4440.427734
	Iteration 30Q: 3 clusters Score -950481.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -950496.500000 Penalty: 4440.427734
	Iteration 31Q: 3 clusters Score -950496.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -950512.500000 Penalty: 4440.427734
	Iteration 32Q: 3 clusters Score -950512.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -950533.937500 Penalty: 4440.427734
	Iteration 33Q: 3 clusters Score -950533.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -950546.937500 Penalty: 4440.427734
	Iteration 34Q: 3 clusters Score -950546.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -950558.625000 Penalty: 4440.427734
	Iteration 35Q: 3 clusters Score -950558.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -950568.062500 Penalty: 4440.427734
	Iteration 36Q: 3 clusters Score -950568.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -950577.875000 Penalty: 4440.427734
	Iteration 37Q: 3 clusters Score -950577.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -950582.812500 Penalty: 4440.427734
	Iteration 38Q: 3 clusters Score -950582.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -950586.500000 Penalty: 4440.427734
	Iteration 39Q: 3 clusters Score -950586.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -950592.000000 Penalty: 4440.427734
	Iteration 40F: 3 clusters Score -950592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -950595.062500 Penalty: 4440.427734
	Iteration 41Q: 3 clusters Score -950595.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -950599.000000 Penalty: 4440.427734
	Iteration 42Q: 3 clusters Score -950599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -950603.250000 Penalty: 4440.427734
	Iteration 43Q: 3 clusters Score -950603.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -950608.000000 Penalty: 4440.427734
	Iteration 44Q: 3 clusters Score -950608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -950612.125000 Penalty: 4440.427734
	Iteration 45Q: 3 clusters Score -950612.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -950614.812500 Penalty: 4440.427734
	Iteration 46Q: 3 clusters Score -950614.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -950617.750000 Penalty: 4440.427734
	Iteration 47Q: 3 clusters Score -950617.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -950620.375000 Penalty: 4440.427734
	Iteration 48Q: 3 clusters Score -950620.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -950624.625000 Penalty: 4440.427734
	Iteration 49Q: 3 clusters Score -950624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -950624.937500 Penalty: 4440.427734
	Iteration 50Q: 3 clusters Score -950624.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -950629.500000 Penalty: 4440.427734
	Iteration 51Q: 3 clusters Score -950629.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -950629.562500 Penalty: 4440.427734
	Iteration 52Q: 3 clusters Score -950629.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -950632.125000 Penalty: 4440.427734
	Iteration 53Q: 3 clusters Score -950632.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -950634.437500 Penalty: 4440.427734
	Iteration 54Q: 3 clusters Score -950634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -950635.437500 Penalty: 4440.427734
	Iteration 55Q: 3 clusters Score -950635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -950636.375000 Penalty: 4440.427734
	Iteration 56Q: 3 clusters Score -950636.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -950636.625000 Penalty: 4440.427734
	Iteration 57Q: 3 clusters Score -950636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -950637.187500 Penalty: 4440.427734
	Iteration 58Q: 3 clusters Score -950637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -950641.000000 Penalty: 4440.427734
	Iteration 59Q: 3 clusters Score -950641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -950643.312500 Penalty: 4440.427734
	Iteration 60F: 3 clusters Score -950643.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -950645.812500 Penalty: 4440.427734
	Iteration 61Q: 3 clusters Score -950645.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -950647.875000 Penalty: 4440.427734
	Iteration 62Q: 3 clusters Score -950647.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -950648.437500 Penalty: 4440.427734
	Iteration 63Q: 3 clusters Score -950648.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -950650.875000 Penalty: 4440.427734
	Iteration 64Q: 3 clusters Score -950650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -950651.812500 Penalty: 4440.427734
	Iteration 65Q: 3 clusters Score -950651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -950652.562500 Penalty: 4440.427734
	Iteration 66Q: 3 clusters Score -950652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -950654.687500 Penalty: 4440.427734
	Iteration 67Q: 3 clusters Score -950654.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -950654.562500 Penalty: 4440.427734
	Iteration 68Q: 3 clusters Score -950654.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -950656.312500 Penalty: 4440.427734
	Iteration 69Q: 3 clusters Score -950656.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -950655.000000 Penalty: 4440.427734
	Iteration 70Q: 3 clusters Score -950655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -950655.625000 Penalty: 4440.427734
	Iteration 71Q: 3 clusters Score -950655.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -950658.187500 Penalty: 4440.427734
	Iteration 72Q: 3 clusters Score -950658.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -950657.375000 Penalty: 4440.427734
	Iteration 73Q: 3 clusters Score -950657.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -950657.375000 Penalty: 4440.427734
	Iteration 74F: 3 clusters Score -950657.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Entering Unmasked Estep 
Score: -460967.031250 Penalty: 2060.005127
	Iteration 0F: 2 clusters Score -460967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -457041.437500 Penalty: 4120.010254
	Iteration 0F: 3 clusters Score -457041.4 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -458074.906250 Penalty: 4120.010254
	Iteration 1F: 3 clusters Score -458074.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -458354.312500 Penalty: 4120.010254
	Iteration 2F: 3 clusters Score -458354.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -458554.375000 Penalty: 4120.010254
	Iteration 3F: 3 clusters Score -458554.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -458732.343750 Penalty: 4120.010254
	Iteration 4Q: 3 clusters Score -458732.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -458883.125000 Penalty: 4120.010254
	Iteration 5Q: 3 clusters Score -458883.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -458996.250000 Penalty: 4120.010254
	Iteration 6Q: 3 clusters Score -458996.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -459091.250000 Penalty: 4120.010254
	Iteration 7Q: 3 clusters Score -459091.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -459173.937500 Penalty: 4120.010254
	Iteration 8Q: 3 clusters Score -459173.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -459225.156250 Penalty: 4120.010254
	Iteration 9Q: 3 clusters Score -459225.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -459262.937500 Penalty: 4120.010254
	Iteration 10Q: 3 clusters Score -459262.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -459299.281250 Penalty: 4120.010254
	Iteration 11Q: 3 clusters Score -459299.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -459327.531250 Penalty: 4120.010254
	Iteration 12Q: 3 clusters Score -459327.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -459351.218750 Penalty: 4120.010254
	Iteration 13Q: 3 clusters Score -459351.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -459369.625000 Penalty: 4120.010254
	Iteration 14Q: 3 clusters Score -459369.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -459393.500000 Penalty: 4120.010254
	Iteration 15Q: 3 clusters Score -459393.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -459421.156250 Penalty: 4120.010254
	Iteration 16Q: 3 clusters Score -459421.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -459450.000000 Penalty: 4120.010254
	Iteration 17Q: 3 clusters Score -459450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -459469.750000 Penalty: 4120.010254
	Iteration 18Q: 3 clusters Score -459469.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -459483.718750 Penalty: 4120.010254
	Iteration 19Q: 3 clusters Score -459483.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -459494.250000 Penalty: 4120.010254
	Iteration 20F: 3 clusters Score -459494.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -459503.906250 Penalty: 4120.010254
	Iteration 21Q: 3 clusters Score -459503.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -459511.343750 Penalty: 4120.010254
	Iteration 22Q: 3 clusters Score -459511.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -459515.312500 Penalty: 4120.010254
	Iteration 23Q: 3 clusters Score -459515.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -459517.031250 Penalty: 4120.010254
	Iteration 24Q: 3 clusters Score -459517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -459518.906250 Penalty: 4120.010254
	Iteration 25Q: 3 clusters Score -459518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -459520.562500 Penalty: 4120.010254
	Iteration 26Q: 3 clusters Score -459520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -459522.187500 Penalty: 4120.010254
	Iteration 27Q: 3 clusters Score -459522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -459524.843750 Penalty: 4120.010254
	Iteration 28Q: 3 clusters Score -459524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -459527.718750 Penalty: 4120.010254
	Iteration 29Q: 3 clusters Score -459527.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -459529.781250 Penalty: 4120.010254
	Iteration 30Q: 3 clusters Score -459529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -459530.375000 Penalty: 4120.010254
	Iteration 31Q: 3 clusters Score -459530.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -459531.687500 Penalty: 4120.010254
	Iteration 32Q: 3 clusters Score -459531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -459532.718750 Penalty: 4120.010254
	Iteration 33Q: 3 clusters Score -459532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -459533.437500 Penalty: 4120.010254
	Iteration 34Q: 3 clusters Score -459533.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -459533.843750 Penalty: 4120.010254
	Iteration 35Q: 3 clusters Score -459533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -459534.812500 Penalty: 4120.010254
	Iteration 36Q: 3 clusters Score -459534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -459535.343750 Penalty: 4120.010254
	Iteration 37Q: 3 clusters Score -459535.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -459536.343750 Penalty: 4120.010254
	Iteration 38Q: 3 clusters Score -459536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -459536.906250 Penalty: 4120.010254
	Iteration 39Q: 3 clusters Score -459536.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -459537.468750 Penalty: 4120.010254
	Iteration 40F: 3 clusters Score -459537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -459538.375000 Penalty: 4120.010254
	Iteration 41Q: 3 clusters Score -459538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -459539.718750 Penalty: 4120.010254
	Iteration 42Q: 3 clusters Score -459539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -459539.875000 Penalty: 4120.010254
	Iteration 43Q: 3 clusters Score -459539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -459540.593750 Penalty: 4120.010254
	Iteration 44Q: 3 clusters Score -459540.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -459540.718750 Penalty: 4120.010254
	Iteration 45Q: 3 clusters Score -459540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -459542.000000 Penalty: 4120.010254
	Iteration 46Q: 3 clusters Score -459542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -459543.781250 Penalty: 4120.010254
	Iteration 47Q: 3 clusters Score -459543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -459543.343750 Penalty: 4120.010254
	Iteration 48Q: 3 clusters Score -459543.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -459544.312500 Penalty: 4120.010254
	Iteration 49Q: 3 clusters Score -459544.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -459544.312500 Penalty: 4120.010254
	Iteration 50F: 3 clusters Score -459544.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (97613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97613 members 
Entering Unmasked Estep 
Score: -12519881.000000 Penalty: 2849.213867
	Iteration 0F: 2 clusters Score -1.251988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -12454572.000000 Penalty: 5698.427734
	Iteration 0F: 3 clusters Score -1.245457e+07 nChanged 46156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -12481123.000000 Penalty: 5698.427734
	Iteration 1F: 3 clusters Score -1.248112e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -12482014.000000 Penalty: 5698.427734
	Iteration 2Q: 3 clusters Score -1.248201e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -12483560.000000 Penalty: 5698.427734
	Iteration 3Q: 3 clusters Score -1.248356e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -12486045.000000 Penalty: 5698.427734
	Iteration 4F: 3 clusters Score -1.248604e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -12490677.000000 Penalty: 5698.427734
	Iteration 5F: 3 clusters Score -1.249068e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -12497577.000000 Penalty: 5698.427734
	Iteration 6F: 3 clusters Score -1.249758e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -12505319.000000 Penalty: 5698.427734
	Iteration 7F: 3 clusters Score -1.250532e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -12511457.000000 Penalty: 5698.427734
	Iteration 8F: 3 clusters Score -1.251146e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94596 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -12514820.000000 Penalty: 5698.427734
	Iteration 9Q: 3 clusters Score -1.251482e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96226 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -12516250.000000 Penalty: 5698.427734
	Iteration 10Q: 3 clusters Score -1.251625e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12516870.000000 Penalty: 5698.427734
	Iteration 11Q: 3 clusters Score -1.251687e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97047 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -12517141.000000 Penalty: 5698.427734
	Iteration 12Q: 3 clusters Score -1.251714e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97123 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -12517274.000000 Penalty: 5698.427734
	Iteration 13Q: 3 clusters Score -1.251727e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12517361.000000 Penalty: 5698.427734
	Iteration 14Q: 3 clusters Score -1.251736e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97174 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12517423.000000 Penalty: 5698.427734
	Iteration 15Q: 3 clusters Score -1.251742e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12517468.000000 Penalty: 5698.427734
	Iteration 16Q: 3 clusters Score -1.251747e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97186 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12517504.000000 Penalty: 5698.427734
	Iteration 17Q: 3 clusters Score -1.25175e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97186 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12517521.000000 Penalty: 5698.427734
	Iteration 18Q: 3 clusters Score -1.251752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -12517536.000000 Penalty: 5698.427734
	Iteration 19Q: 3 clusters Score -1.251754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12517545.000000 Penalty: 5698.427734
	Iteration 20F: 3 clusters Score -1.251754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97181 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12517553.000000 Penalty: 5698.427734
	Iteration 21Q: 3 clusters Score -1.251755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -12517553.000000 Penalty: 5698.427734
	Iteration 22Q: 3 clusters Score -1.251755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97184 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12517558.000000 Penalty: 5698.427734
	Iteration 23Q: 3 clusters Score -1.251756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97187 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12517556.000000 Penalty: 5698.427734
	Iteration 24Q: 3 clusters Score -1.251756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97188 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12517563.000000 Penalty: 5698.427734
	Iteration 25Q: 3 clusters Score -1.251756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97190 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12517576.000000 Penalty: 5698.427734
	Iteration 26Q: 3 clusters Score -1.251758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12517571.000000 Penalty: 5698.427734
	Iteration 27Q: 3 clusters Score -1.251757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12517567.000000 Penalty: 5698.427734
	Iteration 28Q: 3 clusters Score -1.251757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12517566.000000 Penalty: 5698.427734
	Iteration 29Q: 3 clusters Score -1.251757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97194 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12517567.000000 Penalty: 5698.427734
	Iteration 30Q: 3 clusters Score -1.251757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12517568.000000 Penalty: 5698.427734
	Iteration 31Q: 3 clusters Score -1.251757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97194 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12517571.000000 Penalty: 5698.427734
	Iteration 32Q: 3 clusters Score -1.251757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12517582.000000 Penalty: 5698.427734
	Iteration 33Q: 3 clusters Score -1.251758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12517582.000000 Penalty: 5698.427734
	Iteration 34Q: 3 clusters Score -1.251758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12517578.000000 Penalty: 5698.427734
	Iteration 35Q: 3 clusters Score -1.251758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12517585.000000 Penalty: 5698.427734
	Iteration 36Q: 3 clusters Score -1.251758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97191 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12517594.000000 Penalty: 5698.427734
	Iteration 37Q: 3 clusters Score -1.251759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97190 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12517594.000000 Penalty: 5698.427734
	Iteration 38Q: 3 clusters Score -1.251759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97188 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12517587.000000 Penalty: 5698.427734
	Iteration 39Q: 3 clusters Score -1.251759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97188 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12517587.000000 Penalty: 5698.427734
	Iteration 40F: 3 clusters Score -1.251759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -149224.062500 Penalty: 1772.789795
	Iteration 0F: 2 clusters Score -149224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -147114.312500 Penalty: 3545.579590
	Iteration 0F: 3 clusters Score -147114.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -147455.875000 Penalty: 3545.579590
	Iteration 1F: 3 clusters Score -147455.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -147608.953125 Penalty: 3545.579590
	Iteration 2F: 3 clusters Score -147609 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -147709.843750 Penalty: 3545.579590
	Iteration 3F: 3 clusters Score -147709.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -147830.781250 Penalty: 3545.579590
	Iteration 4Q: 3 clusters Score -147830.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -148064.828125 Penalty: 3545.579590
	Iteration 5F: 3 clusters Score -148064.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -148317.593750 Penalty: 3545.579590
	Iteration 6F: 3 clusters Score -148317.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -148499.468750 Penalty: 3545.579590
	Iteration 7Q: 3 clusters Score -148499.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -148650.906250 Penalty: 3545.579590
	Iteration 8Q: 3 clusters Score -148650.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -148750.968750 Penalty: 3545.579590
	Iteration 9Q: 3 clusters Score -148751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -148773.562500 Penalty: 3545.579590
	Iteration 10Q: 3 clusters Score -148773.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -148794.218750 Penalty: 3545.579590
	Iteration 11Q: 3 clusters Score -148794.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -148806.187500 Penalty: 3545.579590
	Iteration 12Q: 3 clusters Score -148806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -148810.671875 Penalty: 3545.579590
	Iteration 13Q: 3 clusters Score -148810.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -148817.218750 Penalty: 3545.579590
	Iteration 14Q: 3 clusters Score -148817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -148818.343750 Penalty: 3545.579590
	Iteration 15Q: 3 clusters Score -148818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -148823.234375 Penalty: 3545.579590
	Iteration 16Q: 3 clusters Score -148823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148830.453125 Penalty: 3545.579590
	Iteration 17Q: 3 clusters Score -148830.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148836.125000 Penalty: 3545.579590
	Iteration 18Q: 3 clusters Score -148836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -148838.078125 Penalty: 3545.579590
	Iteration 19Q: 3 clusters Score -148838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -148840.953125 Penalty: 3545.579590
	Iteration 20F: 3 clusters Score -148841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -148841.656250 Penalty: 3545.579590
	Iteration 21Q: 3 clusters Score -148841.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -148841.656250 Penalty: 3545.579590
	Iteration 22F: 3 clusters Score -148841.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 29742 members 
Mstep: Class 3 contains 53931 members 
Mstep: Class 4 contains 286172 members 
Mstep: Class 5 contains 43041 members 
Mstep: Class 6 contains 45818 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 105007 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14287 members 
Mstep: Class 11 contains 40885 members 
Mstep: Class 12 contains 136345 members 
Mstep: Class 13 contains 34272 members 
Mstep: Class 14 contains 6254 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100685 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 23972 members 
Mstep: Class 19 contains 62389 members 
Mstep: Class 20 contains 21361 members 
Mstep: Class 21 contains 4122 members 
Mstep: Class 22 contains 7406 members 
Mstep: Class 23 contains 13920 members 
Mstep: Class 24 contains 12910 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4222 members 
Mstep: Class 27 contains 16199 members 
Mstep: Class 28 contains 7727 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97613 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741024.000000 Penalty: 108024.484375
Iteration 279Q: 32 clusters Score -1.57741e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 29742 members 
Mstep: Class 3 contains 53929 members 
Mstep: Class 4 contains 286172 members 
Mstep: Class 5 contains 43041 members 
Mstep: Class 6 contains 45766 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 104999 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14287 members 
Mstep: Class 11 contains 40890 members 
Mstep: Class 12 contains 136348 members 
Mstep: Class 13 contains 34316 members 
Mstep: Class 14 contains 6254 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100687 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 23992 members 
Mstep: Class 19 contains 62380 members 
Mstep: Class 20 contains 21356 members 
Mstep: Class 21 contains 4122 members 
Mstep: Class 22 contains 7407 members 
Mstep: Class 23 contains 13914 members 
Mstep: Class 24 contains 12897 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4222 members 
Mstep: Class 27 contains 16199 members 
Mstep: Class 28 contains 7750 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97626 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741200.000000 Penalty: 108024.484375
Iteration 280F: 32 clusters Score -1.577412e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 29737 members 
Mstep: Class 3 contains 53932 members 
Mstep: Class 4 contains 286178 members 
Mstep: Class 5 contains 43042 members 
Mstep: Class 6 contains 45718 members 
Mstep: Class 7 contains 2845 members 
Mstep: Class 8 contains 104987 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 40893 members 
Mstep: Class 12 contains 136345 members 
Mstep: Class 13 contains 34353 members 
Mstep: Class 14 contains 6254 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100691 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 24004 members 
Mstep: Class 19 contains 62371 members 
Mstep: Class 20 contains 21355 members 
Mstep: Class 21 contains 4122 members 
Mstep: Class 22 contains 7407 members 
Mstep: Class 23 contains 13903 members 
Mstep: Class 24 contains 12882 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 16199 members 
Mstep: Class 28 contains 7802 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97634 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741008.000000 Penalty: 108024.484375
Iteration 281Q: 32 clusters Score -1.57741e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 29725 members 
Mstep: Class 3 contains 53932 members 
Mstep: Class 4 contains 286188 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45672 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 104973 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14281 members 
Mstep: Class 11 contains 40903 members 
Mstep: Class 12 contains 136340 members 
Mstep: Class 13 contains 34382 members 
Mstep: Class 14 contains 6256 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100687 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24022 members 
Mstep: Class 19 contains 62357 members 
Mstep: Class 20 contains 21353 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 7407 members 
Mstep: Class 23 contains 13896 members 
Mstep: Class 24 contains 12868 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4217 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 7858 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97645 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741040.000000 Penalty: 108024.484375
Iteration 282Q: 32 clusters Score -1.57741e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 29719 members 
Mstep: Class 3 contains 53935 members 
Mstep: Class 4 contains 286196 members 
Mstep: Class 5 contains 43044 members 
Mstep: Class 6 contains 45628 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 104940 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14282 members 
Mstep: Class 11 contains 40909 members 
Mstep: Class 12 contains 136344 members 
Mstep: Class 13 contains 34409 members 
Mstep: Class 14 contains 6259 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100686 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24035 members 
Mstep: Class 19 contains 62348 members 
Mstep: Class 20 contains 21353 members 
Mstep: Class 21 contains 4124 members 
Mstep: Class 22 contains 7409 members 
Mstep: Class 23 contains 13875 members 
Mstep: Class 24 contains 12852 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 7930 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97653 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740928.000000 Penalty: 108024.484375
Iteration 283Q: 32 clusters Score -1.577409e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80855 members 
Mstep: Class 2 contains 29702 members 
Mstep: Class 3 contains 53937 members 
Mstep: Class 4 contains 286210 members 
Mstep: Class 5 contains 43042 members 
Mstep: Class 6 contains 45609 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 104923 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14277 members 
Mstep: Class 11 contains 40907 members 
Mstep: Class 12 contains 136341 members 
Mstep: Class 13 contains 34430 members 
Mstep: Class 14 contains 6260 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100688 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24044 members 
Mstep: Class 19 contains 62338 members 
Mstep: Class 20 contains 21354 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 7415 members 
Mstep: Class 23 contains 13862 members 
Mstep: Class 24 contains 12843 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 7993 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97658 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740848.000000 Penalty: 108024.484375
Iteration 284Q: 32 clusters Score -1.577408e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80843 members 
Mstep: Class 2 contains 29693 members 
Mstep: Class 3 contains 53937 members 
Mstep: Class 4 contains 286216 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45595 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 104902 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14274 members 
Mstep: Class 11 contains 40903 members 
Mstep: Class 12 contains 136333 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 6261 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100689 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24049 members 
Mstep: Class 19 contains 62330 members 
Mstep: Class 20 contains 21354 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 7416 members 
Mstep: Class 23 contains 13845 members 
Mstep: Class 24 contains 12837 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 16197 members 
Mstep: Class 28 contains 8045 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97667 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740880.000000 Penalty: 108024.484375
Iteration 285Q: 32 clusters Score -1.577409e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 29686 members 
Mstep: Class 3 contains 53940 members 
Mstep: Class 4 contains 286220 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45569 members 
Mstep: Class 7 contains 2851 members 
Mstep: Class 8 contains 104881 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14273 members 
Mstep: Class 11 contains 40902 members 
Mstep: Class 12 contains 136338 members 
Mstep: Class 13 contains 34471 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100689 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24058 members 
Mstep: Class 19 contains 62319 members 
Mstep: Class 20 contains 21351 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 7418 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 12832 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 16197 members 
Mstep: Class 28 contains 8102 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97669 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740960.000000 Penalty: 108024.484375
Iteration 286Q: 32 clusters Score -1.57741e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80821 members 
Mstep: Class 2 contains 29679 members 
Mstep: Class 3 contains 53942 members 
Mstep: Class 4 contains 286224 members 
Mstep: Class 5 contains 43042 members 
Mstep: Class 6 contains 45544 members 
Mstep: Class 7 contains 2854 members 
Mstep: Class 8 contains 104859 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14272 members 
Mstep: Class 11 contains 40902 members 
Mstep: Class 12 contains 136342 members 
Mstep: Class 13 contains 34484 members 
Mstep: Class 14 contains 6262 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100699 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24066 members 
Mstep: Class 19 contains 62313 members 
Mstep: Class 20 contains 21350 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 7419 members 
Mstep: Class 23 contains 13805 members 
Mstep: Class 24 contains 12828 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 16197 members 
Mstep: Class 28 contains 8156 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97670 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740816.000000 Penalty: 108024.484375
Iteration 287Q: 32 clusters Score -1.577408e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 29665 members 
Mstep: Class 3 contains 53942 members 
Mstep: Class 4 contains 286223 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45511 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 8 contains 104844 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14271 members 
Mstep: Class 11 contains 40906 members 
Mstep: Class 12 contains 136346 members 
Mstep: Class 13 contains 34510 members 
Mstep: Class 14 contains 6261 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100707 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24072 members 
Mstep: Class 19 contains 62309 members 
Mstep: Class 20 contains 21348 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 7418 members 
Mstep: Class 23 contains 13788 members 
Mstep: Class 24 contains 12822 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 16197 members 
Mstep: Class 28 contains 8211 members 
Mstep: Class 29 contains 4049 members 
Mstep: Class 30 contains 97672 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741056.000000 Penalty: 108024.484375
Iteration 288Q: 32 clusters Score -1.577411e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80797 members 
Mstep: Class 2 contains 29660 members 
Mstep: Class 3 contains 53943 members 
Mstep: Class 4 contains 286219 members 
Mstep: Class 5 contains 43044 members 
Mstep: Class 6 contains 45484 members 
Mstep: Class 7 contains 2857 members 
Mstep: Class 8 contains 104838 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14271 members 
Mstep: Class 11 contains 40901 members 
Mstep: Class 12 contains 136352 members 
Mstep: Class 13 contains 34526 members 
Mstep: Class 14 contains 6260 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100720 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24070 members 
Mstep: Class 19 contains 62310 members 
Mstep: Class 20 contains 21349 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 7417 members 
Mstep: Class 23 contains 13762 members 
Mstep: Class 24 contains 12819 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4218 members 
Mstep: Class 27 contains 16197 members 
Mstep: Class 28 contains 8251 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97679 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741184.000000 Penalty: 108024.484375
Iteration 289Q: 32 clusters Score -1.577412e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 29651 members 
Mstep: Class 3 contains 53944 members 
Mstep: Class 4 contains 286221 members 
Mstep: Class 5 contains 43045 members 
Mstep: Class 6 contains 45471 members 
Mstep: Class 7 contains 2859 members 
Mstep: Class 8 contains 104839 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14272 members 
Mstep: Class 11 contains 40899 members 
Mstep: Class 12 contains 136346 members 
Mstep: Class 13 contains 34547 members 
Mstep: Class 14 contains 6261 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100728 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24074 members 
Mstep: Class 19 contains 62309 members 
Mstep: Class 20 contains 21348 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 7417 members 
Mstep: Class 23 contains 13741 members 
Mstep: Class 24 contains 12815 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4218 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 8277 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97676 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741120.000000 Penalty: 108024.484375
Iteration 290Q: 32 clusters Score -1.577411e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80782 members 
Mstep: Class 2 contains 29641 members 
Mstep: Class 3 contains 53944 members 
Mstep: Class 4 contains 286221 members 
Mstep: Class 5 contains 43044 members 
Mstep: Class 6 contains 45459 members 
Mstep: Class 7 contains 2858 members 
Mstep: Class 8 contains 104826 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14271 members 
Mstep: Class 11 contains 40898 members 
Mstep: Class 12 contains 136342 members 
Mstep: Class 13 contains 34565 members 
Mstep: Class 14 contains 6262 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100735 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24076 members 
Mstep: Class 19 contains 62306 members 
Mstep: Class 20 contains 21349 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 7418 members 
Mstep: Class 23 contains 13721 members 
Mstep: Class 24 contains 12807 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 8326 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97676 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741200.000000 Penalty: 108024.484375
Iteration 291Q: 32 clusters Score -1.577412e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80771 members 
Mstep: Class 2 contains 29625 members 
Mstep: Class 3 contains 53947 members 
Mstep: Class 4 contains 286215 members 
Mstep: Class 5 contains 43045 members 
Mstep: Class 6 contains 45429 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 104820 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14272 members 
Mstep: Class 11 contains 40905 members 
Mstep: Class 12 contains 136342 members 
Mstep: Class 13 contains 34587 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100744 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24082 members 
Mstep: Class 19 contains 62300 members 
Mstep: Class 20 contains 21348 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 7420 members 
Mstep: Class 23 contains 13690 members 
Mstep: Class 24 contains 12796 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4223 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 8381 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97681 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741296.000000 Penalty: 108024.484375
Iteration 292Q: 32 clusters Score -1.577413e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 29613 members 
Mstep: Class 3 contains 53949 members 
Mstep: Class 4 contains 286199 members 
Mstep: Class 5 contains 43046 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 2859 members 
Mstep: Class 8 contains 104818 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14275 members 
Mstep: Class 11 contains 40906 members 
Mstep: Class 12 contains 136339 members 
Mstep: Class 13 contains 34609 members 
Mstep: Class 14 contains 6262 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 62297 members 
Mstep: Class 20 contains 21347 members 
Mstep: Class 21 contains 4127 members 
Mstep: Class 22 contains 7422 members 
Mstep: Class 23 contains 13664 members 
Mstep: Class 24 contains 12794 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4225 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 8441 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97685 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741456.000000 Penalty: 108024.484375
Iteration 293Q: 32 clusters Score -1.577415e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 29603 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 286186 members 
Mstep: Class 5 contains 43046 members 
Mstep: Class 6 contains 45393 members 
Mstep: Class 7 contains 2858 members 
Mstep: Class 8 contains 104816 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14276 members 
Mstep: Class 11 contains 40907 members 
Mstep: Class 12 contains 136337 members 
Mstep: Class 13 contains 34634 members 
Mstep: Class 14 contains 6262 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100744 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 62293 members 
Mstep: Class 20 contains 21346 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7424 members 
Mstep: Class 23 contains 13642 members 
Mstep: Class 24 contains 12793 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4228 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 8502 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97683 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741408.000000 Penalty: 108024.484375
Iteration 294Q: 32 clusters Score -1.577414e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 29592 members 
Mstep: Class 3 contains 53951 members 
Mstep: Class 4 contains 286175 members 
Mstep: Class 5 contains 43046 members 
Mstep: Class 6 contains 45374 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 104812 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14274 members 
Mstep: Class 11 contains 40908 members 
Mstep: Class 12 contains 136339 members 
Mstep: Class 13 contains 34658 members 
Mstep: Class 14 contains 6262 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100748 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 62290 members 
Mstep: Class 20 contains 21346 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7432 members 
Mstep: Class 23 contains 13608 members 
Mstep: Class 24 contains 12792 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4226 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 8558 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97680 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741440.000000 Penalty: 108024.484375
Iteration 295Q: 32 clusters Score -1.577414e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 29587 members 
Mstep: Class 3 contains 53951 members 
Mstep: Class 4 contains 286167 members 
Mstep: Class 5 contains 43045 members 
Mstep: Class 6 contains 45352 members 
Mstep: Class 7 contains 2857 members 
Mstep: Class 8 contains 104807 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14278 members 
Mstep: Class 11 contains 40908 members 
Mstep: Class 12 contains 136332 members 
Mstep: Class 13 contains 34675 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100755 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24087 members 
Mstep: Class 19 contains 62288 members 
Mstep: Class 20 contains 21345 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7436 members 
Mstep: Class 23 contains 13564 members 
Mstep: Class 24 contains 12794 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 8622 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97680 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741568.000000 Penalty: 108024.484375
Iteration 296Q: 32 clusters Score -1.577416e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 29581 members 
Mstep: Class 3 contains 53952 members 
Mstep: Class 4 contains 286169 members 
Mstep: Class 5 contains 43044 members 
Mstep: Class 6 contains 45337 members 
Mstep: Class 7 contains 2862 members 
Mstep: Class 8 contains 104803 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14278 members 
Mstep: Class 11 contains 40910 members 
Mstep: Class 12 contains 136331 members 
Mstep: Class 13 contains 34673 members 
Mstep: Class 14 contains 6266 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100759 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 62285 members 
Mstep: Class 20 contains 21344 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7438 members 
Mstep: Class 23 contains 13535 members 
Mstep: Class 24 contains 12795 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 8677 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97678 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741504.000000 Penalty: 108024.484375
Iteration 297Q: 32 clusters Score -1.577415e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 29577 members 
Mstep: Class 3 contains 53951 members 
Mstep: Class 4 contains 286167 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45317 members 
Mstep: Class 7 contains 2864 members 
Mstep: Class 8 contains 104808 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14272 members 
Mstep: Class 11 contains 40908 members 
Mstep: Class 12 contains 136329 members 
Mstep: Class 13 contains 34684 members 
Mstep: Class 14 contains 6270 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100761 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 24094 members 
Mstep: Class 19 contains 62281 members 
Mstep: Class 20 contains 21342 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7440 members 
Mstep: Class 23 contains 13512 members 
Mstep: Class 24 contains 12792 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4240 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 8722 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97682 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741152.000000 Penalty: 108024.484375
Iteration 298Q: 32 clusters Score -1.577412e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 29571 members 
Mstep: Class 3 contains 53952 members 
Mstep: Class 4 contains 286160 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45300 members 
Mstep: Class 7 contains 2864 members 
Mstep: Class 8 contains 104807 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14267 members 
Mstep: Class 11 contains 40902 members 
Mstep: Class 12 contains 136326 members 
Mstep: Class 13 contains 34689 members 
Mstep: Class 14 contains 6272 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100764 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 24096 members 
Mstep: Class 19 contains 62276 members 
Mstep: Class 20 contains 21341 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7442 members 
Mstep: Class 23 contains 13491 members 
Mstep: Class 24 contains 12789 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4241 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 8782 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97690 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741248.000000 Penalty: 108024.484375
Iteration 299Q: 32 clusters Score -1.577412e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80674 members 
Mstep: Class 2 contains 29559 members 
Mstep: Class 3 contains 53952 members 
Mstep: Class 4 contains 286154 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45293 members 
Mstep: Class 7 contains 2864 members 
Mstep: Class 8 contains 104796 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14268 members 
Mstep: Class 11 contains 40897 members 
Mstep: Class 12 contains 136326 members 
Mstep: Class 13 contains 34675 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100761 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 24104 members 
Mstep: Class 19 contains 62272 members 
Mstep: Class 20 contains 21340 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7443 members 
Mstep: Class 23 contains 13470 members 
Mstep: Class 24 contains 12785 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4242 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97694 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741392.000000 Penalty: 108024.484375
Iteration 300F: 32 clusters Score -1.577414e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 29552 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 286147 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45275 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 104791 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14264 members 
Mstep: Class 11 contains 40895 members 
Mstep: Class 12 contains 136320 members 
Mstep: Class 13 contains 34681 members 
Mstep: Class 14 contains 6277 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100753 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 24103 members 
Mstep: Class 19 contains 62270 members 
Mstep: Class 20 contains 21340 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7441 members 
Mstep: Class 23 contains 13437 members 
Mstep: Class 24 contains 12777 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4250 members 
Mstep: Class 27 contains 16198 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97701 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741344.000000 Penalty: 108024.484375
Iteration 301Q: 32 clusters Score -1.577413e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 29545 members 
Mstep: Class 3 contains 53949 members 
Mstep: Class 4 contains 286138 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45259 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 104796 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14258 members 
Mstep: Class 11 contains 40890 members 
Mstep: Class 12 contains 136319 members 
Mstep: Class 13 contains 34675 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100746 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 24098 members 
Mstep: Class 19 contains 62267 members 
Mstep: Class 20 contains 21339 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7441 members 
Mstep: Class 23 contains 13413 members 
Mstep: Class 24 contains 12777 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4259 members 
Mstep: Class 27 contains 16197 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97707 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741472.000000 Penalty: 108024.484375
Iteration 302Q: 32 clusters Score -1.577415e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80635 members 
Mstep: Class 2 contains 29528 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 286119 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45247 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 104807 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14260 members 
Mstep: Class 11 contains 40891 members 
Mstep: Class 12 contains 136315 members 
Mstep: Class 13 contains 34688 members 
Mstep: Class 14 contains 6280 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100743 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 62268 members 
Mstep: Class 20 contains 21335 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7446 members 
Mstep: Class 23 contains 13374 members 
Mstep: Class 24 contains 12768 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4265 members 
Mstep: Class 27 contains 16197 members 
Mstep: Class 28 contains 9116 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97712 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741296.000000 Penalty: 108024.484375
Iteration 303Q: 32 clusters Score -1.577413e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 29514 members 
Mstep: Class 3 contains 53949 members 
Mstep: Class 4 contains 286103 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45243 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 104804 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14265 members 
Mstep: Class 11 contains 40893 members 
Mstep: Class 12 contains 136309 members 
Mstep: Class 13 contains 34701 members 
Mstep: Class 14 contains 6280 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100741 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 24091 members 
Mstep: Class 19 contains 62265 members 
Mstep: Class 20 contains 21332 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7449 members 
Mstep: Class 23 contains 13345 members 
Mstep: Class 24 contains 12760 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4272 members 
Mstep: Class 27 contains 16197 members 
Mstep: Class 28 contains 9187 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97713 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741120.000000 Penalty: 108024.484375
Iteration 304Q: 32 clusters Score -1.577411e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 29508 members 
Mstep: Class 3 contains 53949 members 
Mstep: Class 4 contains 286104 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45236 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 104810 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14260 members 
Mstep: Class 11 contains 40897 members 
Mstep: Class 12 contains 136306 members 
Mstep: Class 13 contains 34710 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100745 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 24099 members 
Mstep: Class 19 contains 62261 members 
Mstep: Class 20 contains 21332 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7451 members 
Mstep: Class 23 contains 13312 members 
Mstep: Class 24 contains 12754 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4270 members 
Mstep: Class 27 contains 16195 members 
Mstep: Class 28 contains 9255 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97709 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741248.000000 Penalty: 108024.484375
Iteration 305Q: 32 clusters Score -1.577412e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 29493 members 
Mstep: Class 3 contains 53949 members 
Mstep: Class 4 contains 286087 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45228 members 
Mstep: Class 7 contains 2868 members 
Mstep: Class 8 contains 104825 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14260 members 
Mstep: Class 11 contains 40901 members 
Mstep: Class 12 contains 136313 members 
Mstep: Class 13 contains 34709 members 
Mstep: Class 14 contains 6284 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100741 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 24108 members 
Mstep: Class 19 contains 62256 members 
Mstep: Class 20 contains 21334 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7452 members 
Mstep: Class 23 contains 13292 members 
Mstep: Class 24 contains 12749 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4273 members 
Mstep: Class 27 contains 16194 members 
Mstep: Class 28 contains 9307 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97708 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741216.000000 Penalty: 108024.484375
Iteration 306Q: 32 clusters Score -1.577412e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 29476 members 
Mstep: Class 3 contains 53947 members 
Mstep: Class 4 contains 286070 members 
Mstep: Class 5 contains 43043 members 
Mstep: Class 6 contains 45219 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 8 contains 104836 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14258 members 
Mstep: Class 11 contains 40903 members 
Mstep: Class 12 contains 136320 members 
Mstep: Class 13 contains 34724 members 
Mstep: Class 14 contains 6284 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100745 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24098 members 
Mstep: Class 19 contains 62257 members 
Mstep: Class 20 contains 21335 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7452 members 
Mstep: Class 23 contains 13270 members 
Mstep: Class 24 contains 12747 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4274 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 9357 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97716 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741168.000000 Penalty: 108024.484375
Iteration 307Q: 32 clusters Score -1.577412e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 29473 members 
Mstep: Class 3 contains 53948 members 
Mstep: Class 4 contains 286055 members 
Mstep: Class 5 contains 43046 members 
Mstep: Class 6 contains 45225 members 
Mstep: Class 7 contains 2871 members 
Mstep: Class 8 contains 104848 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14253 members 
Mstep: Class 11 contains 40904 members 
Mstep: Class 12 contains 136329 members 
Mstep: Class 13 contains 34730 members 
Mstep: Class 14 contains 6285 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100745 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24083 members 
Mstep: Class 19 contains 62254 members 
Mstep: Class 20 contains 21334 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7451 members 
Mstep: Class 23 contains 13263 members 
Mstep: Class 24 contains 12741 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4274 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 9392 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97715 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741008.000000 Penalty: 108024.484375
Iteration 308Q: 32 clusters Score -1.57741e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 29470 members 
Mstep: Class 3 contains 53949 members 
Mstep: Class 4 contains 286039 members 
Mstep: Class 5 contains 43048 members 
Mstep: Class 6 contains 45232 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 8 contains 104865 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14253 members 
Mstep: Class 11 contains 40905 members 
Mstep: Class 12 contains 136336 members 
Mstep: Class 13 contains 34737 members 
Mstep: Class 14 contains 6285 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100745 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24083 members 
Mstep: Class 19 contains 62250 members 
Mstep: Class 20 contains 21329 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7451 members 
Mstep: Class 23 contains 13247 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4274 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 9416 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97710 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741104.000000 Penalty: 108024.484375
Iteration 309Q: 32 clusters Score -1.577411e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 29466 members 
Mstep: Class 3 contains 53948 members 
Mstep: Class 4 contains 286024 members 
Mstep: Class 5 contains 43047 members 
Mstep: Class 6 contains 45228 members 
Mstep: Class 7 contains 2868 members 
Mstep: Class 8 contains 104871 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14254 members 
Mstep: Class 11 contains 40906 members 
Mstep: Class 12 contains 136348 members 
Mstep: Class 13 contains 34751 members 
Mstep: Class 14 contains 6285 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24073 members 
Mstep: Class 19 contains 62247 members 
Mstep: Class 20 contains 21327 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7451 members 
Mstep: Class 23 contains 13235 members 
Mstep: Class 24 contains 12729 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4281 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 9443 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97716 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740928.000000 Penalty: 108024.484375
Iteration 310Q: 32 clusters Score -1.577409e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 29458 members 
Mstep: Class 3 contains 53948 members 
Mstep: Class 4 contains 286016 members 
Mstep: Class 5 contains 43047 members 
Mstep: Class 6 contains 45229 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 104873 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14249 members 
Mstep: Class 11 contains 40904 members 
Mstep: Class 12 contains 136353 members 
Mstep: Class 13 contains 34760 members 
Mstep: Class 14 contains 6284 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100742 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24075 members 
Mstep: Class 19 contains 62247 members 
Mstep: Class 20 contains 21325 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7454 members 
Mstep: Class 23 contains 13226 members 
Mstep: Class 24 contains 12724 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 9457 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97719 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740848.000000 Penalty: 108024.484375
Iteration 311Q: 32 clusters Score -1.577408e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 29446 members 
Mstep: Class 3 contains 53948 members 
Mstep: Class 4 contains 286011 members 
Mstep: Class 5 contains 43047 members 
Mstep: Class 6 contains 45222 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 104872 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14243 members 
Mstep: Class 11 contains 40905 members 
Mstep: Class 12 contains 136352 members 
Mstep: Class 13 contains 34763 members 
Mstep: Class 14 contains 6284 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100749 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 62245 members 
Mstep: Class 20 contains 21325 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 7455 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 12719 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4297 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 9482 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97725 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740912.000000 Penalty: 108024.484375
Iteration 312Q: 32 clusters Score -1.577409e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80480 members 
Mstep: Class 2 contains 29434 members 
Mstep: Class 3 contains 53948 members 
Mstep: Class 4 contains 286008 members 
Mstep: Class 5 contains 43047 members 
Mstep: Class 6 contains 45217 members 
Mstep: Class 7 contains 2865 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 40906 members 
Mstep: Class 12 contains 136356 members 
Mstep: Class 13 contains 34777 members 
Mstep: Class 14 contains 6284 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100749 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24083 members 
Mstep: Class 19 contains 62244 members 
Mstep: Class 20 contains 21323 members 
Mstep: Class 21 contains 4129 members 
Mstep: Class 22 contains 7456 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 12714 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4302 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 9511 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97720 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740848.000000 Penalty: 108024.484375
Iteration 313Q: 32 clusters Score -1.577408e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 29424 members 
Mstep: Class 3 contains 53948 members 
Mstep: Class 4 contains 286007 members 
Mstep: Class 5 contains 43046 members 
Mstep: Class 6 contains 45207 members 
Mstep: Class 7 contains 2862 members 
Mstep: Class 8 contains 104865 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 40905 members 
Mstep: Class 12 contains 136358 members 
Mstep: Class 13 contains 34787 members 
Mstep: Class 14 contains 6286 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100746 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24090 members 
Mstep: Class 19 contains 62245 members 
Mstep: Class 20 contains 21322 members 
Mstep: Class 21 contains 4131 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13210 members 
Mstep: Class 24 contains 12709 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4302 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 9525 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97725 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740816.000000 Penalty: 108024.484375
Iteration 314Q: 32 clusters Score -1.577408e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 29418 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 286004 members 
Mstep: Class 5 contains 43045 members 
Mstep: Class 6 contains 45201 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 104860 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14238 members 
Mstep: Class 11 contains 40905 members 
Mstep: Class 12 contains 136349 members 
Mstep: Class 13 contains 34795 members 
Mstep: Class 14 contains 6288 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100742 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24102 members 
Mstep: Class 19 contains 62244 members 
Mstep: Class 20 contains 21321 members 
Mstep: Class 21 contains 4132 members 
Mstep: Class 22 contains 7459 members 
Mstep: Class 23 contains 13206 members 
Mstep: Class 24 contains 12703 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4304 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 9551 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97724 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740912.000000 Penalty: 108024.484375
Iteration 315Q: 32 clusters Score -1.577409e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80468 members 
Mstep: Class 2 contains 29417 members 
Mstep: Class 3 contains 53952 members 
Mstep: Class 4 contains 285995 members 
Mstep: Class 5 contains 43044 members 
Mstep: Class 6 contains 45200 members 
Mstep: Class 7 contains 2858 members 
Mstep: Class 8 contains 104854 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14238 members 
Mstep: Class 11 contains 40905 members 
Mstep: Class 12 contains 136344 members 
Mstep: Class 13 contains 34813 members 
Mstep: Class 14 contains 6289 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100742 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24103 members 
Mstep: Class 19 contains 62244 members 
Mstep: Class 20 contains 21319 members 
Mstep: Class 21 contains 4134 members 
Mstep: Class 22 contains 7458 members 
Mstep: Class 23 contains 13205 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4305 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 9568 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 97721 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740992.000000 Penalty: 108024.484375
Iteration 316Q: 32 clusters Score -1.57741e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 29408 members 
Mstep: Class 3 contains 53952 members 
Mstep: Class 4 contains 285992 members 
Mstep: Class 5 contains 43042 members 
Mstep: Class 6 contains 45193 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 104853 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14238 members 
Mstep: Class 11 contains 40906 members 
Mstep: Class 12 contains 136343 members 
Mstep: Class 13 contains 34833 members 
Mstep: Class 14 contains 6289 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100741 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24113 members 
Mstep: Class 19 contains 62245 members 
Mstep: Class 20 contains 21319 members 
Mstep: Class 21 contains 4134 members 
Mstep: Class 22 contains 7456 members 
Mstep: Class 23 contains 13204 members 
Mstep: Class 24 contains 12688 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4306 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 9577 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97725 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740896.000000 Penalty: 108024.484375
Iteration 317Q: 32 clusters Score -1.577409e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 29404 members 
Mstep: Class 3 contains 53953 members 
Mstep: Class 4 contains 285988 members 
Mstep: Class 5 contains 43041 members 
Mstep: Class 6 contains 45190 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104851 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14237 members 
Mstep: Class 11 contains 40908 members 
Mstep: Class 12 contains 136340 members 
Mstep: Class 13 contains 34853 members 
Mstep: Class 14 contains 6290 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100739 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24119 members 
Mstep: Class 19 contains 62245 members 
Mstep: Class 20 contains 21319 members 
Mstep: Class 21 contains 4134 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13203 members 
Mstep: Class 24 contains 12684 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4309 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9583 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 97722 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740928.000000 Penalty: 108024.484375
Iteration 318Q: 32 clusters Score -1.577409e+08 nChanged 91
Entering ConstructFrom: 
Score: -157740928.000000 Penalty: 108024.484375
Entering ConstructFrom: 
Trying to split cluster 1 (80433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Entering Unmasked Estep 
Score: -10387625.000000 Penalty: 2801.204590
	Iteration 0F: 2 clusters Score -1.038762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -10334093.000000 Penalty: 5602.409180
	Iteration 0F: 3 clusters Score -1.033409e+07 nChanged 37643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -10355159.000000 Penalty: 5602.409180
	Iteration 1F: 3 clusters Score -1.035516e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -10355862.000000 Penalty: 5602.409180
	Iteration 2Q: 3 clusters Score -1.035586e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -10356649.000000 Penalty: 5602.409180
	Iteration 3Q: 3 clusters Score -1.035665e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -10357763.000000 Penalty: 5602.409180
	Iteration 4Q: 3 clusters Score -1.035776e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -10359387.000000 Penalty: 5602.409180
	Iteration 5Q: 3 clusters Score -1.035939e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -10362048.000000 Penalty: 5602.409180
	Iteration 6F: 3 clusters Score -1.036205e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -10366181.000000 Penalty: 5602.409180
	Iteration 7F: 3 clusters Score -1.036618e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -10371969.000000 Penalty: 5602.409180
	Iteration 8F: 3 clusters Score -1.037197e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
Score: -10377662.000000 Penalty: 5602.409180
	Iteration 9F: 3 clusters Score -1.037766e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -10381663.000000 Penalty: 5602.409180
	Iteration 10F: 3 clusters Score -1.038166e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -10383660.000000 Penalty: 5602.409180
	Iteration 11Q: 3 clusters Score -1.038366e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 79292 members 
Entering Unmasked Estep 
Score: -10384458.000000 Penalty: 5602.409180
	Iteration 12Q: 3 clusters Score -1.038446e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 79671 members 
Entering Unmasked Estep 
Score: -10384787.000000 Penalty: 5602.409180
	Iteration 13Q: 3 clusters Score -1.038479e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 79841 members 
Entering Unmasked Estep 
Score: -10384984.000000 Penalty: 5602.409180
	Iteration 14Q: 3 clusters Score -1.038498e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -10385068.000000 Penalty: 5602.409180
	Iteration 15Q: 3 clusters Score -1.038507e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -10385129.000000 Penalty: 5602.409180
	Iteration 16Q: 3 clusters Score -1.038513e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -10385166.000000 Penalty: 5602.409180
	Iteration 17Q: 3 clusters Score -1.038517e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -10385192.000000 Penalty: 5602.409180
	Iteration 18Q: 3 clusters Score -1.038519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -10385220.000000 Penalty: 5602.409180
	Iteration 19Q: 3 clusters Score -1.038522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -10385245.000000 Penalty: 5602.409180
	Iteration 20F: 3 clusters Score -1.038524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -10385245.000000 Penalty: 5602.409180
	Iteration 21Q: 3 clusters Score -1.038524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -10385260.000000 Penalty: 5602.409180
	Iteration 22Q: 3 clusters Score -1.038526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -10385269.000000 Penalty: 5602.409180
	Iteration 23Q: 3 clusters Score -1.038527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -10385261.000000 Penalty: 5602.409180
	Iteration 24Q: 3 clusters Score -1.038526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -10385262.000000 Penalty: 5602.409180
	Iteration 25Q: 3 clusters Score -1.038526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 80064 members 
Entering Unmasked Estep 
Score: -10385265.000000 Penalty: 5602.409180
	Iteration 26Q: 3 clusters Score -1.038526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -10385263.000000 Penalty: 5602.409180
	Iteration 27Q: 3 clusters Score -1.038526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -10385272.000000 Penalty: 5602.409180
	Iteration 28Q: 3 clusters Score -1.038527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -10385266.000000 Penalty: 5602.409180
	Iteration 29Q: 3 clusters Score -1.038527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -10385265.000000 Penalty: 5602.409180
	Iteration 30Q: 3 clusters Score -1.038526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -10385265.000000 Penalty: 5602.409180
	Iteration 31F: 3 clusters Score -1.038526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Entering Unmasked Estep 
Score: -3708328.250000 Penalty: 2551.609863
	Iteration 0F: 2 clusters Score -3708328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3688142.500000 Penalty: 5103.219727
	Iteration 0F: 3 clusters Score -3688142 nChanged 13253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3695667.000000 Penalty: 5103.219727
	Iteration 1F: 3 clusters Score -3695667 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3696446.000000 Penalty: 5103.219727
	Iteration 2F: 3 clusters Score -3696446 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3697373.750000 Penalty: 5103.219727
	Iteration 3F: 3 clusters Score -3697374 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3698488.750000 Penalty: 5103.219727
	Iteration 4F: 3 clusters Score -3698489 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3699632.500000 Penalty: 5103.219727
	Iteration 5F: 3 clusters Score -3699632 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3700574.500000 Penalty: 5103.219727
	Iteration 6F: 3 clusters Score -3700574 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3701385.000000 Penalty: 5103.219727
	Iteration 7F: 3 clusters Score -3701385 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3702013.000000 Penalty: 5103.219727
	Iteration 8Q: 3 clusters Score -3702013 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -3702434.000000 Penalty: 5103.219727
	Iteration 9Q: 3 clusters Score -3702434 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3702700.250000 Penalty: 5103.219727
	Iteration 10Q: 3 clusters Score -3702700 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3702899.000000 Penalty: 5103.219727
	Iteration 11Q: 3 clusters Score -3702899 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3703027.250000 Penalty: 5103.219727
	Iteration 12Q: 3 clusters Score -3703027 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3703137.750000 Penalty: 5103.219727
	Iteration 13Q: 3 clusters Score -3703138 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3703201.000000 Penalty: 5103.219727
	Iteration 14Q: 3 clusters Score -3703201 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3703258.500000 Penalty: 5103.219727
	Iteration 15Q: 3 clusters Score -3703258 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3703316.750000 Penalty: 5103.219727
	Iteration 16Q: 3 clusters Score -3703317 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3703350.750000 Penalty: 5103.219727
	Iteration 17Q: 3 clusters Score -3703351 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3703401.500000 Penalty: 5103.219727
	Iteration 18Q: 3 clusters Score -3703402 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3703435.000000 Penalty: 5103.219727
	Iteration 19Q: 3 clusters Score -3703435 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3703448.250000 Penalty: 5103.219727
	Iteration 20F: 3 clusters Score -3703448 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3703498.000000 Penalty: 5103.219727
	Iteration 21Q: 3 clusters Score -3703498 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3703520.500000 Penalty: 5103.219727
	Iteration 22Q: 3 clusters Score -3703520 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3703563.000000 Penalty: 5103.219727
	Iteration 23Q: 3 clusters Score -3703563 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3703600.750000 Penalty: 5103.219727
	Iteration 24Q: 3 clusters Score -3703601 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3703625.000000 Penalty: 5103.219727
	Iteration 25Q: 3 clusters Score -3703625 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3703695.250000 Penalty: 5103.219727
	Iteration 26Q: 3 clusters Score -3703695 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3703727.250000 Penalty: 5103.219727
	Iteration 27Q: 3 clusters Score -3703727 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -3703763.750000 Penalty: 5103.219727
	Iteration 28Q: 3 clusters Score -3703764 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -3703820.250000 Penalty: 5103.219727
	Iteration 29Q: 3 clusters Score -3703820 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -3703885.250000 Penalty: 5103.219727
	Iteration 30Q: 3 clusters Score -3703885 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3703973.250000 Penalty: 5103.219727
	Iteration 31Q: 3 clusters Score -3703973 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -3704072.750000 Penalty: 5103.219727
	Iteration 32Q: 3 clusters Score -3704073 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3704197.250000 Penalty: 5103.219727
	Iteration 33Q: 3 clusters Score -3704197 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3704298.000000 Penalty: 5103.219727
	Iteration 34Q: 3 clusters Score -3704298 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -3704439.250000 Penalty: 5103.219727
	Iteration 35Q: 3 clusters Score -3704439 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3704608.500000 Penalty: 5103.219727
	Iteration 36Q: 3 clusters Score -3704608 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3704768.250000 Penalty: 5103.219727
	Iteration 37Q: 3 clusters Score -3704768 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3704964.250000 Penalty: 5103.219727
	Iteration 38Q: 3 clusters Score -3704964 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3705201.250000 Penalty: 5103.219727
	Iteration 39Q: 3 clusters Score -3705201 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -3705427.000000 Penalty: 5103.219727
	Iteration 40F: 3 clusters Score -3705427 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3705642.750000 Penalty: 5103.219727
	Iteration 41Q: 3 clusters Score -3705643 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3705842.250000 Penalty: 5103.219727
	Iteration 42Q: 3 clusters Score -3705842 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3705998.750000 Penalty: 5103.219727
	Iteration 43Q: 3 clusters Score -3705999 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3706132.750000 Penalty: 5103.219727
	Iteration 44Q: 3 clusters Score -3706133 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3706226.500000 Penalty: 5103.219727
	Iteration 45Q: 3 clusters Score -3706226 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3706287.750000 Penalty: 5103.219727
	Iteration 46Q: 3 clusters Score -3706288 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -3706354.500000 Penalty: 5103.219727
	Iteration 47Q: 3 clusters Score -3706354 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3706429.500000 Penalty: 5103.219727
	Iteration 48Q: 3 clusters Score -3706430 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3706481.500000 Penalty: 5103.219727
	Iteration 49Q: 3 clusters Score -3706482 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3706536.500000 Penalty: 5103.219727
	Iteration 50Q: 3 clusters Score -3706536 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3706565.250000 Penalty: 5103.219727
	Iteration 51Q: 3 clusters Score -3706565 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3706617.250000 Penalty: 5103.219727
	Iteration 52Q: 3 clusters Score -3706617 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -3706645.500000 Penalty: 5103.219727
	Iteration 53Q: 3 clusters Score -3706646 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3706677.250000 Penalty: 5103.219727
	Iteration 54Q: 3 clusters Score -3706677 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -3706715.000000 Penalty: 5103.219727
	Iteration 55Q: 3 clusters Score -3706715 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3706747.250000 Penalty: 5103.219727
	Iteration 56Q: 3 clusters Score -3706747 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3706776.250000 Penalty: 5103.219727
	Iteration 57Q: 3 clusters Score -3706776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3706787.250000 Penalty: 5103.219727
	Iteration 58Q: 3 clusters Score -3706787 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3706810.750000 Penalty: 5103.219727
	Iteration 59Q: 3 clusters Score -3706811 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3706823.500000 Penalty: 5103.219727
	Iteration 60F: 3 clusters Score -3706824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3706844.750000 Penalty: 5103.219727
	Iteration 61Q: 3 clusters Score -3706845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -3706861.000000 Penalty: 5103.219727
	Iteration 62Q: 3 clusters Score -3706861 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3706878.250000 Penalty: 5103.219727
	Iteration 63Q: 3 clusters Score -3706878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3706893.250000 Penalty: 5103.219727
	Iteration 64Q: 3 clusters Score -3706893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3706913.750000 Penalty: 5103.219727
	Iteration 65Q: 3 clusters Score -3706914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3706919.250000 Penalty: 5103.219727
	Iteration 66Q: 3 clusters Score -3706919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3706916.000000 Penalty: 5103.219727
	Iteration 67Q: 3 clusters Score -3706916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -3706918.250000 Penalty: 5103.219727
	Iteration 68Q: 3 clusters Score -3706918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -3706926.000000 Penalty: 5103.219727
	Iteration 69Q: 3 clusters Score -3706926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3706934.250000 Penalty: 5103.219727
	Iteration 70Q: 3 clusters Score -3706934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3706934.500000 Penalty: 5103.219727
	Iteration 71Q: 3 clusters Score -3706934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3706948.500000 Penalty: 5103.219727
	Iteration 72Q: 3 clusters Score -3706948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3706949.500000 Penalty: 5103.219727
	Iteration 73Q: 3 clusters Score -3706950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3706957.000000 Penalty: 5103.219727
	Iteration 74Q: 3 clusters Score -3706957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3706957.750000 Penalty: 5103.219727
	Iteration 75Q: 3 clusters Score -3706958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -3706974.250000 Penalty: 5103.219727
	Iteration 76Q: 3 clusters Score -3706974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3706983.750000 Penalty: 5103.219727
	Iteration 77Q: 3 clusters Score -3706984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3706981.750000 Penalty: 5103.219727
	Iteration 78Q: 3 clusters Score -3706982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -3706995.000000 Penalty: 5103.219727
	Iteration 79Q: 3 clusters Score -3706995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3706993.750000 Penalty: 5103.219727
	Iteration 80F: 3 clusters Score -3706994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3707005.250000 Penalty: 5103.219727
	Iteration 81Q: 3 clusters Score -3707005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -3707014.250000 Penalty: 5103.219727
	Iteration 82Q: 3 clusters Score -3707014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -3707014.250000 Penalty: 5103.219727
	Iteration 83Q: 3 clusters Score -3707014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3707018.500000 Penalty: 5103.219727
	Iteration 84Q: 3 clusters Score -3707018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3707014.500000 Penalty: 5103.219727
	Iteration 85Q: 3 clusters Score -3707014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -3707017.500000 Penalty: 5103.219727
	Iteration 86Q: 3 clusters Score -3707018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3707016.750000 Penalty: 5103.219727
	Iteration 87Q: 3 clusters Score -3707017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3707025.000000 Penalty: 5103.219727
	Iteration 88Q: 3 clusters Score -3707025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3707030.250000 Penalty: 5103.219727
	Iteration 89Q: 3 clusters Score -3707030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3707032.500000 Penalty: 5103.219727
	Iteration 90Q: 3 clusters Score -3707032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3707031.500000 Penalty: 5103.219727
	Iteration 91Q: 3 clusters Score -3707032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3707040.000000 Penalty: 5103.219727
	Iteration 92Q: 3 clusters Score -3707040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3707041.500000 Penalty: 5103.219727
	Iteration 93Q: 3 clusters Score -3707042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -3707045.500000 Penalty: 5103.219727
	Iteration 94Q: 3 clusters Score -3707046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -3707042.250000 Penalty: 5103.219727
	Iteration 95Q: 3 clusters Score -3707042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3707045.000000 Penalty: 5103.219727
	Iteration 96Q: 3 clusters Score -3707045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3707045.000000 Penalty: 5103.219727
	Iteration 97F: 3 clusters Score -3707045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Entering Unmasked Estep 
Score: -7022573.500000 Penalty: 2702.166016
	Iteration 0F: 2 clusters Score -7022574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -6986170.500000 Penalty: 5404.332031
	Iteration 0F: 3 clusters Score -6986170 nChanged 24968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -7000221.000000 Penalty: 5404.332031
	Iteration 1F: 3 clusters Score -7000221 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -7000760.000000 Penalty: 5404.332031
	Iteration 2Q: 3 clusters Score -7000760 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -7001366.000000 Penalty: 5404.332031
	Iteration 3Q: 3 clusters Score -7001366 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -7002117.500000 Penalty: 5404.332031
	Iteration 4Q: 3 clusters Score -7002118 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -7003154.000000 Penalty: 5404.332031
	Iteration 5Q: 3 clusters Score -7003154 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -7004709.000000 Penalty: 5404.332031
	Iteration 6F: 3 clusters Score -7004709 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -7007033.000000 Penalty: 5404.332031
	Iteration 7F: 3 clusters Score -7007033 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -7009935.000000 Penalty: 5404.332031
	Iteration 8F: 3 clusters Score -7009935 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -7013075.500000 Penalty: 5404.332031
	Iteration 9F: 3 clusters Score -7013076 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -7015746.500000 Penalty: 5404.332031
	Iteration 10F: 3 clusters Score -7015746 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -7017482.000000 Penalty: 5404.332031
	Iteration 11Q: 3 clusters Score -7017482 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -7018322.000000 Penalty: 5404.332031
	Iteration 12Q: 3 clusters Score -7018322 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -7018850.500000 Penalty: 5404.332031
	Iteration 13Q: 3 clusters Score -7018850 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -7019213.500000 Penalty: 5404.332031
	Iteration 14Q: 3 clusters Score -7019214 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -7019426.500000 Penalty: 5404.332031
	Iteration 15Q: 3 clusters Score -7019426 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -7019569.000000 Penalty: 5404.332031
	Iteration 16Q: 3 clusters Score -7019569 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -7019701.000000 Penalty: 5404.332031
	Iteration 17Q: 3 clusters Score -7019701 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -7019819.000000 Penalty: 5404.332031
	Iteration 18Q: 3 clusters Score -7019819 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -7019890.000000 Penalty: 5404.332031
	Iteration 19Q: 3 clusters Score -7019890 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -7019997.000000 Penalty: 5404.332031
	Iteration 20F: 3 clusters Score -7019997 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -7020059.000000 Penalty: 5404.332031
	Iteration 21Q: 3 clusters Score -7020059 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -7020136.000000 Penalty: 5404.332031
	Iteration 22Q: 3 clusters Score -7020136 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -7020227.000000 Penalty: 5404.332031
	Iteration 23Q: 3 clusters Score -7020227 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -7020340.500000 Penalty: 5404.332031
	Iteration 24Q: 3 clusters Score -7020340 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -7020402.000000 Penalty: 5404.332031
	Iteration 25Q: 3 clusters Score -7020402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -7020479.500000 Penalty: 5404.332031
	Iteration 26Q: 3 clusters Score -7020480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -7020585.000000 Penalty: 5404.332031
	Iteration 27Q: 3 clusters Score -7020585 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -7020686.500000 Penalty: 5404.332031
	Iteration 28Q: 3 clusters Score -7020686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -7020747.500000 Penalty: 5404.332031
	Iteration 29Q: 3 clusters Score -7020748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -7020784.000000 Penalty: 5404.332031
	Iteration 30Q: 3 clusters Score -7020784 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -7020818.500000 Penalty: 5404.332031
	Iteration 31Q: 3 clusters Score -7020818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -7020832.500000 Penalty: 5404.332031
	Iteration 32Q: 3 clusters Score -7020832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -7020855.000000 Penalty: 5404.332031
	Iteration 33Q: 3 clusters Score -7020855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -7020858.000000 Penalty: 5404.332031
	Iteration 34Q: 3 clusters Score -7020858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -7020866.500000 Penalty: 5404.332031
	Iteration 35Q: 3 clusters Score -7020866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -7020854.000000 Penalty: 5404.332031
	Iteration 36Q: 3 clusters Score -7020854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -7020859.000000 Penalty: 5404.332031
	Iteration 37Q: 3 clusters Score -7020859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -7020864.500000 Penalty: 5404.332031
	Iteration 38Q: 3 clusters Score -7020864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -7020859.000000 Penalty: 5404.332031
	Iteration 39Q: 3 clusters Score -7020859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -7020857.000000 Penalty: 5404.332031
	Iteration 40F: 3 clusters Score -7020857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -7020867.500000 Penalty: 5404.332031
	Iteration 41Q: 3 clusters Score -7020868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -7020870.000000 Penalty: 5404.332031
	Iteration 42Q: 3 clusters Score -7020870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -7020870.000000 Penalty: 5404.332031
	Iteration 43F: 3 clusters Score -7020870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (285985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285985 members 
Entering Unmasked Estep 
Score: -36890944.000000 Penalty: 3115.796387
	Iteration 0F: 2 clusters Score -3.689094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142531 members 
Mstep: Class 2 contains 143454 members 
Entering Unmasked Estep 
Score: -36717048.000000 Penalty: 6231.592773
	Iteration 0F: 3 clusters Score -3.671705e+07 nChanged 138404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134627 members 
Mstep: Class 2 contains 151358 members 
Entering Unmasked Estep 
Score: -36799704.000000 Penalty: 6231.592773
	Iteration 1F: 3 clusters Score -3.67997e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129402 members 
Mstep: Class 2 contains 156583 members 
Entering Unmasked Estep 
Score: -36802012.000000 Penalty: 6231.592773
	Iteration 2Q: 3 clusters Score -3.680201e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121433 members 
Mstep: Class 2 contains 164552 members 
Entering Unmasked Estep 
Score: -36805052.000000 Penalty: 6231.592773
	Iteration 3Q: 3 clusters Score -3.680505e+07 nChanged 13317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109614 members 
Mstep: Class 2 contains 176371 members 
Entering Unmasked Estep 
Score: -36809996.000000 Penalty: 6231.592773
	Iteration 4Q: 3 clusters Score -3.681e+07 nChanged 17398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 192669 members 
Entering Unmasked Estep 
Score: -36819368.000000 Penalty: 6231.592773
	Iteration 5F: 3 clusters Score -3.681937e+07 nChanged 20846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 212769 members 
Entering Unmasked Estep 
Score: -36833868.000000 Penalty: 6231.592773
	Iteration 6F: 3 clusters Score -3.683387e+07 nChanged 20849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 233104 members 
Entering Unmasked Estep 
Score: -36850476.000000 Penalty: 6231.592773
	Iteration 7F: 3 clusters Score -3.685048e+07 nChanged 17165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 249825 members 
Entering Unmasked Estep 
Score: -36862968.000000 Penalty: 6231.592773
	Iteration 8F: 3 clusters Score -3.686297e+07 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 261242 members 
Entering Unmasked Estep 
Score: -36871140.000000 Penalty: 6231.592773
	Iteration 9Q: 3 clusters Score -3.687114e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 268777 members 
Entering Unmasked Estep 
Score: -36876268.000000 Penalty: 6231.592773
	Iteration 10Q: 3 clusters Score -3.687627e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 273773 members 
Entering Unmasked Estep 
Score: -36879224.000000 Penalty: 6231.592773
	Iteration 11Q: 3 clusters Score -3.687922e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 277171 members 
Entering Unmasked Estep 
Score: -36881724.000000 Penalty: 6231.592773
	Iteration 12Q: 3 clusters Score -3.688172e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 279524 members 
Entering Unmasked Estep 
Score: -36883676.000000 Penalty: 6231.592773
	Iteration 13Q: 3 clusters Score -3.688368e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 281178 members 
Entering Unmasked Estep 
Score: -36885008.000000 Penalty: 6231.592773
	Iteration 14Q: 3 clusters Score -3.688501e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 282349 members 
Entering Unmasked Estep 
Score: -36885812.000000 Penalty: 6231.592773
	Iteration 15Q: 3 clusters Score -3.688581e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 283099 members 
Entering Unmasked Estep 
Score: -36886396.000000 Penalty: 6231.592773
	Iteration 16Q: 3 clusters Score -3.68864e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 283592 members 
Entering Unmasked Estep 
Score: -36886704.000000 Penalty: 6231.592773
	Iteration 17Q: 3 clusters Score -3.68867e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 283927 members 
Entering Unmasked Estep 
Score: -36886992.000000 Penalty: 6231.592773
	Iteration 18Q: 3 clusters Score -3.688699e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 284183 members 
Entering Unmasked Estep 
Score: -36887176.000000 Penalty: 6231.592773
	Iteration 19Q: 3 clusters Score -3.688718e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 284365 members 
Entering Unmasked Estep 
Score: -36887320.000000 Penalty: 6231.592773
	Iteration 20F: 3 clusters Score -3.688732e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 284488 members 
Entering Unmasked Estep 
Score: -36887432.000000 Penalty: 6231.592773
	Iteration 21Q: 3 clusters Score -3.688743e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 284582 members 
Entering Unmasked Estep 
Score: -36887524.000000 Penalty: 6231.592773
	Iteration 22Q: 3 clusters Score -3.688752e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 284658 members 
Entering Unmasked Estep 
Score: -36887568.000000 Penalty: 6231.592773
	Iteration 23Q: 3 clusters Score -3.688757e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 284717 members 
Entering Unmasked Estep 
Score: -36887632.000000 Penalty: 6231.592773
	Iteration 24Q: 3 clusters Score -3.688763e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 284768 members 
Entering Unmasked Estep 
Score: -36887660.000000 Penalty: 6231.592773
	Iteration 25Q: 3 clusters Score -3.688766e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 284811 members 
Entering Unmasked Estep 
Score: -36887656.000000 Penalty: 6231.592773
	Iteration 26Q: 3 clusters Score -3.688766e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 284856 members 
Entering Unmasked Estep 
Score: -36887692.000000 Penalty: 6231.592773
	Iteration 27Q: 3 clusters Score -3.688769e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 284888 members 
Entering Unmasked Estep 
Score: -36887732.000000 Penalty: 6231.592773
	Iteration 28Q: 3 clusters Score -3.688773e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 284914 members 
Entering Unmasked Estep 
Score: -36887784.000000 Penalty: 6231.592773
	Iteration 29Q: 3 clusters Score -3.688778e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 284940 members 
Entering Unmasked Estep 
Score: -36887804.000000 Penalty: 6231.592773
	Iteration 30Q: 3 clusters Score -3.68878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 284949 members 
Entering Unmasked Estep 
Score: -36887860.000000 Penalty: 6231.592773
	Iteration 31Q: 3 clusters Score -3.688786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 284963 members 
Entering Unmasked Estep 
Score: -36887868.000000 Penalty: 6231.592773
	Iteration 32Q: 3 clusters Score -3.688787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 284977 members 
Entering Unmasked Estep 
Score: -36887908.000000 Penalty: 6231.592773
	Iteration 33Q: 3 clusters Score -3.688791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 284984 members 
Entering Unmasked Estep 
Score: -36887924.000000 Penalty: 6231.592773
	Iteration 34Q: 3 clusters Score -3.688792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 284990 members 
Entering Unmasked Estep 
Score: -36887932.000000 Penalty: 6231.592773
	Iteration 35Q: 3 clusters Score -3.688793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 284997 members 
Entering Unmasked Estep 
Score: -36887936.000000 Penalty: 6231.592773
	Iteration 36Q: 3 clusters Score -3.688794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 284999 members 
Entering Unmasked Estep 
Score: -36887940.000000 Penalty: 6231.592773
	Iteration 37Q: 3 clusters Score -3.688794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 285003 members 
Entering Unmasked Estep 
Score: -36887940.000000 Penalty: 6231.592773
	Iteration 38Q: 3 clusters Score -3.688794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 285006 members 
Entering Unmasked Estep 
Score: -36887952.000000 Penalty: 6231.592773
	Iteration 39Q: 3 clusters Score -3.688795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 285010 members 
Entering Unmasked Estep 
Score: -36887972.000000 Penalty: 6231.592773
	Iteration 40F: 3 clusters Score -3.688797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 285017 members 
Entering Unmasked Estep 
Score: -36887972.000000 Penalty: 6231.592773
	Iteration 41Q: 3 clusters Score -3.688797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 285027 members 
Entering Unmasked Estep 
Score: -36887992.000000 Penalty: 6231.592773
	Iteration 42Q: 3 clusters Score -3.688799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 285036 members 
Entering Unmasked Estep 
Score: -36887984.000000 Penalty: 6231.592773
	Iteration 43Q: 3 clusters Score -3.688798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 285043 members 
Entering Unmasked Estep 
Score: -36887996.000000 Penalty: 6231.592773
	Iteration 44Q: 3 clusters Score -3.6888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 285051 members 
Entering Unmasked Estep 
Score: -36888028.000000 Penalty: 6231.592773
	Iteration 45Q: 3 clusters Score -3.688803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 285060 members 
Entering Unmasked Estep 
Score: -36888040.000000 Penalty: 6231.592773
	Iteration 46Q: 3 clusters Score -3.688804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 285068 members 
Entering Unmasked Estep 
Score: -36888040.000000 Penalty: 6231.592773
	Iteration 47Q: 3 clusters Score -3.688804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 285070 members 
Entering Unmasked Estep 
Score: -36888068.000000 Penalty: 6231.592773
	Iteration 48Q: 3 clusters Score -3.688807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 285070 members 
Entering Unmasked Estep 
Score: -36888068.000000 Penalty: 6231.592773
	Iteration 49F: 3 clusters Score -3.688807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Entering Unmasked Estep 
Score: -5458890.500000 Penalty: 2646.125732
	Iteration 0F: 2 clusters Score -5458890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -5429683.500000 Penalty: 5292.251465
	Iteration 0F: 3 clusters Score -5429684 nChanged 19819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -5440378.500000 Penalty: 5292.251465
	Iteration 1F: 3 clusters Score -5440378 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -5440838.500000 Penalty: 5292.251465
	Iteration 2Q: 3 clusters Score -5440838 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5441250.000000 Penalty: 5292.251465
	Iteration 3Q: 3 clusters Score -5441250 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -5441605.000000 Penalty: 5292.251465
	Iteration 4Q: 3 clusters Score -5441605 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -5442010.000000 Penalty: 5292.251465
	Iteration 5Q: 3 clusters Score -5442010 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -5442469.500000 Penalty: 5292.251465
	Iteration 6Q: 3 clusters Score -5442470 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -5443067.000000 Penalty: 5292.251465
	Iteration 7Q: 3 clusters Score -5443067 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -5443845.000000 Penalty: 5292.251465
	Iteration 8Q: 3 clusters Score -5443845 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -5444847.500000 Penalty: 5292.251465
	Iteration 9Q: 3 clusters Score -5444848 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -5446310.000000 Penalty: 5292.251465
	Iteration 10F: 3 clusters Score -5446310 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -5448244.000000 Penalty: 5292.251465
	Iteration 11F: 3 clusters Score -5448244 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -5450434.000000 Penalty: 5292.251465
	Iteration 12F: 3 clusters Score -5450434 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5452614.000000 Penalty: 5292.251465
	Iteration 13F: 3 clusters Score -5452614 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -5454226.500000 Penalty: 5292.251465
	Iteration 14Q: 3 clusters Score -5454226 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -5455266.000000 Penalty: 5292.251465
	Iteration 15Q: 3 clusters Score -5455266 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5455844.500000 Penalty: 5292.251465
	Iteration 16Q: 3 clusters Score -5455844 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -5456137.500000 Penalty: 5292.251465
	Iteration 17Q: 3 clusters Score -5456138 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -5456313.000000 Penalty: 5292.251465
	Iteration 18Q: 3 clusters Score -5456313 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -5456446.000000 Penalty: 5292.251465
	Iteration 19Q: 3 clusters Score -5456446 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -5456527.500000 Penalty: 5292.251465
	Iteration 20F: 3 clusters Score -5456528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -5456575.000000 Penalty: 5292.251465
	Iteration 21Q: 3 clusters Score -5456575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -5456606.000000 Penalty: 5292.251465
	Iteration 22Q: 3 clusters Score -5456606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -5456626.000000 Penalty: 5292.251465
	Iteration 23Q: 3 clusters Score -5456626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5456647.500000 Penalty: 5292.251465
	Iteration 24Q: 3 clusters Score -5456648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -5456663.000000 Penalty: 5292.251465
	Iteration 25Q: 3 clusters Score -5456663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -5456670.000000 Penalty: 5292.251465
	Iteration 26Q: 3 clusters Score -5456670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -5456661.500000 Penalty: 5292.251465
	Iteration 27Q: 3 clusters Score -5456662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -5456672.500000 Penalty: 5292.251465
	Iteration 28Q: 3 clusters Score -5456672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -5456675.000000 Penalty: 5292.251465
	Iteration 29Q: 3 clusters Score -5456675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -5456680.000000 Penalty: 5292.251465
	Iteration 30Q: 3 clusters Score -5456680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -5456680.500000 Penalty: 5292.251465
	Iteration 31Q: 3 clusters Score -5456680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5456681.000000 Penalty: 5292.251465
	Iteration 32Q: 3 clusters Score -5456681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -5456678.500000 Penalty: 5292.251465
	Iteration 33Q: 3 clusters Score -5456678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5456678.500000 Penalty: 5292.251465
	Iteration 34Q: 3 clusters Score -5456678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -5456692.000000 Penalty: 5292.251465
	Iteration 35Q: 3 clusters Score -5456692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -5456689.500000 Penalty: 5292.251465
	Iteration 36Q: 3 clusters Score -5456690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -5456699.000000 Penalty: 5292.251465
	Iteration 37Q: 3 clusters Score -5456699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -5456710.500000 Penalty: 5292.251465
	Iteration 38Q: 3 clusters Score -5456710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5456709.500000 Penalty: 5292.251465
	Iteration 39Q: 3 clusters Score -5456710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5456720.000000 Penalty: 5292.251465
	Iteration 40F: 3 clusters Score -5456720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -5456720.500000 Penalty: 5292.251465
	Iteration 41Q: 3 clusters Score -5456720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -5456731.000000 Penalty: 5292.251465
	Iteration 42Q: 3 clusters Score -5456731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -5456731.000000 Penalty: 5292.251465
	Iteration 43Q: 3 clusters Score -5456731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -5456735.500000 Penalty: 5292.251465
	Iteration 44Q: 3 clusters Score -5456736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -5456739.500000 Penalty: 5292.251465
	Iteration 45Q: 3 clusters Score -5456740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -5456743.500000 Penalty: 5292.251465
	Iteration 46Q: 3 clusters Score -5456744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5456746.500000 Penalty: 5292.251465
	Iteration 47Q: 3 clusters Score -5456746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -5456745.500000 Penalty: 5292.251465
	Iteration 48Q: 3 clusters Score -5456746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -5456752.000000 Penalty: 5292.251465
	Iteration 49Q: 3 clusters Score -5456752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5456758.500000 Penalty: 5292.251465
	Iteration 50Q: 3 clusters Score -5456758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -5456756.500000 Penalty: 5292.251465
	Iteration 51Q: 3 clusters Score -5456756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5456757.500000 Penalty: 5292.251465
	Iteration 52Q: 3 clusters Score -5456758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5456757.500000 Penalty: 5292.251465
	Iteration 53F: 3 clusters Score -5456758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Entering Unmasked Estep 
Score: -5528196.500000 Penalty: 2658.237061
	Iteration 0F: 2 clusters Score -5528196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -5497493.000000 Penalty: 5316.474121
	Iteration 0F: 3 clusters Score -5497493 nChanged 20864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -5509136.000000 Penalty: 5316.474121
	Iteration 1F: 3 clusters Score -5509136 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -5509873.500000 Penalty: 5316.474121
	Iteration 2Q: 3 clusters Score -5509874 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -5510838.500000 Penalty: 5316.474121
	Iteration 3Q: 3 clusters Score -5510838 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -5512101.500000 Penalty: 5316.474121
	Iteration 4F: 3 clusters Score -5512102 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -5513706.500000 Penalty: 5316.474121
	Iteration 5F: 3 clusters Score -5513706 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -5515653.000000 Penalty: 5316.474121
	Iteration 6F: 3 clusters Score -5515653 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -5517414.000000 Penalty: 5316.474121
	Iteration 7F: 3 clusters Score -5517414 nChanged 2386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5518978 nChanged 2086
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5520280 nChanged 1872
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5521370 nChanged 1704
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5522384 nChanged 1495
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Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5523212 nChanged 1235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5523759 nChanged 983
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5524157 nChanged 809
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5524429 nChanged 637
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Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5524615 nChanged 528
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5524764 nChanged 419
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Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5524840 nChanged 365
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Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5524926 nChanged 312
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Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5524984 nChanged 273
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Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5525032 nChanged 265
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Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5525058 nChanged 252
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Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5525134 nChanged 235
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Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -5525151.500000 Penalty: 5316.474121
	Iteration 24Q: 3 clusters Score -5525152 nChanged 215
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Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -5525193.500000 Penalty: 5316.474121
	Iteration 25Q: 3 clusters Score -5525194 nChanged 216
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Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5525232 nChanged 223
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Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5525280 nChanged 229
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Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5525312 nChanged 217
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Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5525350 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5525392 nChanged 255
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Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5525442 nChanged 293
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Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5525524 nChanged 316
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Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5525606 nChanged 356
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Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5525688 nChanged 379
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Mstep: Class 1 contains 26302 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5525822 nChanged 400
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Mstep: Class 1 contains 25944 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5525932 nChanged 419
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Mstep: Class 1 contains 25565 members 
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	Iteration 37Q: 3 clusters Score -5526082 nChanged 451
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Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 20037 members 
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	Iteration 38Q: 3 clusters Score -5526245 nChanged 482
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Mstep: Class 1 contains 24718 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5526433 nChanged 500
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Mstep: Class 1 contains 24272 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5526628 nChanged 517
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Mstep: Class 1 contains 23799 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5526816 nChanged 476
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Mstep: Class 1 contains 23361 members 
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	Iteration 42Q: 3 clusters Score -5526966 nChanged 398
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Mstep: Class 1 contains 22977 members 
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	Iteration 43Q: 3 clusters Score -5527036 nChanged 347
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Mstep: Class 1 contains 22644 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5527137 nChanged 308
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	Iteration 45Q: 3 clusters Score -5527204 nChanged 306
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Mstep: Class 1 contains 22058 members 
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	Iteration 46Q: 3 clusters Score -5527268 nChanged 270
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Mstep: Class 1 contains 21790 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5527316 nChanged 248
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Mstep: Class 1 contains 21544 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5527392 nChanged 202
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Mstep: Class 1 contains 21342 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5527429 nChanged 186
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Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5527451 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20991 members 
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	Iteration 51Q: 3 clusters Score -5527450 nChanged 132
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Mstep: Class 1 contains 20859 members 
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	Iteration 52Q: 3 clusters Score -5527450 nChanged 108
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Mstep: Class 1 contains 20751 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5527461 nChanged 104
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Mstep: Class 1 contains 20647 members 
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	Iteration 54Q: 3 clusters Score -5527471 nChanged 88
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Mstep: Class 1 contains 20559 members 
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	Iteration 55Q: 3 clusters Score -5527472 nChanged 76
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Mstep: Class 1 contains 20483 members 
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	Iteration 56Q: 3 clusters Score -5527473 nChanged 80
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5527492 nChanged 61
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Mstep: Class 1 contains 20342 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5527496 nChanged 52
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Mstep: Class 1 contains 20290 members 
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Entering Unmasked Estep 
Score: -5527486.000000 Penalty: 5316.474121
	Iteration 59Q: 3 clusters Score -5527486 nChanged 57
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Mstep: Class 1 contains 20233 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5527503 nChanged 53
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Mstep: Class 1 contains 20180 members 
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Entering Unmasked Estep 
Score: -5527519.500000 Penalty: 5316.474121
	Iteration 61Q: 3 clusters Score -5527520 nChanged 55
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Mstep: Class 1 contains 20125 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5527522 nChanged 60
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Mstep: Class 1 contains 20065 members 
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	Iteration 63Q: 3 clusters Score -5527536 nChanged 66
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Mstep: Class 1 contains 19999 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5527542 nChanged 71
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Mstep: Class 1 contains 19928 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5527526 nChanged 79
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Mstep: Class 1 contains 19849 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5527534 nChanged 71
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Mstep: Class 1 contains 19778 members 
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	Iteration 67Q: 3 clusters Score -5527558 nChanged 65
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Mstep: Class 1 contains 19713 members 
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	Iteration 68Q: 3 clusters Score -5527564 nChanged 69
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Mstep: Class 1 contains 19644 members 
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	Iteration 69Q: 3 clusters Score -5527576 nChanged 70
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Mstep: Class 1 contains 19576 members 
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	Iteration 70Q: 3 clusters Score -5527588 nChanged 64
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Mstep: Class 1 contains 19512 members 
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	Iteration 71Q: 3 clusters Score -5527584 nChanged 66
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Mstep: Class 1 contains 19446 members 
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	Iteration 72Q: 3 clusters Score -5527600 nChanged 57
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Mstep: Class 1 contains 19389 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5527598 nChanged 51
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	Iteration 74Q: 3 clusters Score -5527600 nChanged 49
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	Iteration 75Q: 3 clusters Score -5527608 nChanged 55
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	Iteration 76Q: 3 clusters Score -5527602 nChanged 58
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	Iteration 77Q: 3 clusters Score -5527606 nChanged 58
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	Iteration 78Q: 3 clusters Score -5527620 nChanged 54
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	Iteration 79Q: 3 clusters Score -5527620 nChanged 53
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5527623 nChanged 50
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	Iteration 81Q: 3 clusters Score -5527634 nChanged 57
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Mstep: Class 1 contains 18908 members 
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	Iteration 82Q: 3 clusters Score -5527639 nChanged 56
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	Iteration 83Q: 3 clusters Score -5527634 nChanged 35
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	Iteration 84Q: 3 clusters Score -5527636 nChanged 33
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	Iteration 85Q: 3 clusters Score -5527632 nChanged 32
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	Iteration 86Q: 3 clusters Score -5527616 nChanged 27
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	Iteration 87Q: 3 clusters Score -5527606 nChanged 26
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	Iteration 88Q: 3 clusters Score -5527618 nChanged 24
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	Iteration 89Q: 3 clusters Score -5527617 nChanged 23
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	Iteration 90Q: 3 clusters Score -5527618 nChanged 26
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	Iteration 91Q: 3 clusters Score -5527626 nChanged 37
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	Iteration 92Q: 3 clusters Score -5527625 nChanged 32
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	Iteration 93Q: 3 clusters Score -5527624 nChanged 33
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	Iteration 94Q: 3 clusters Score -5527629 nChanged 21
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	Iteration 95Q: 3 clusters Score -5527623 nChanged 31
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	Iteration 96Q: 3 clusters Score -5527626 nChanged 37
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	Iteration 97Q: 3 clusters Score -5527622 nChanged 36
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	Iteration 98Q: 3 clusters Score -5527630 nChanged 38
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	Iteration 99Q: 3 clusters Score -5527643 nChanged 46
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5527638 nChanged 48
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	Iteration 101Q: 3 clusters Score -5527636 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -5527643.500000 Penalty: 5316.474121
	Iteration 102Q: 3 clusters Score -5527644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -5527659.500000 Penalty: 5316.474121
	Iteration 103Q: 3 clusters Score -5527660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -5527662.000000 Penalty: 5316.474121
	Iteration 104Q: 3 clusters Score -5527662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -5527667.000000 Penalty: 5316.474121
	Iteration 105Q: 3 clusters Score -5527667 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -5527656.500000 Penalty: 5316.474121
	Iteration 106Q: 3 clusters Score -5527656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -5527661.500000 Penalty: 5316.474121
	Iteration 107Q: 3 clusters Score -5527662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -5527657.500000 Penalty: 5316.474121
	Iteration 108Q: 3 clusters Score -5527658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -5527658.000000 Penalty: 5316.474121
	Iteration 109Q: 3 clusters Score -5527658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -5527651.000000 Penalty: 5316.474121
	Iteration 110Q: 3 clusters Score -5527651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -5527660.000000 Penalty: 5316.474121
	Iteration 111Q: 3 clusters Score -5527660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -5527669.500000 Penalty: 5316.474121
	Iteration 112Q: 3 clusters Score -5527670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -5527664.500000 Penalty: 5316.474121
	Iteration 113Q: 3 clusters Score -5527664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -5527657.000000 Penalty: 5316.474121
	Iteration 114Q: 3 clusters Score -5527657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -5527662.000000 Penalty: 5316.474121
	Iteration 115Q: 3 clusters Score -5527662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -5527658.000000 Penalty: 5316.474121
	Iteration 116Q: 3 clusters Score -5527658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -5527658.000000 Penalty: 5316.474121
	Iteration 117Q: 3 clusters Score -5527658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -5527654.500000 Penalty: 5316.474121
	Iteration 118Q: 3 clusters Score -5527654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -5527651.000000 Penalty: 5316.474121
	Iteration 119Q: 3 clusters Score -5527651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -5527642.500000 Penalty: 5316.474121
	Iteration 120F: 3 clusters Score -5527642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -5527642.500000 Penalty: 5316.474121
	Iteration 121Q: 3 clusters Score -5527642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -5527666.000000 Penalty: 5316.474121
	Iteration 122Q: 3 clusters Score -5527666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -5527680.500000 Penalty: 5316.474121
	Iteration 123Q: 3 clusters Score -5527680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -5527697.000000 Penalty: 5316.474121
	Iteration 124Q: 3 clusters Score -5527697 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -5527700.000000 Penalty: 5316.474121
	Iteration 125Q: 3 clusters Score -5527700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -5527695.500000 Penalty: 5316.474121
	Iteration 126Q: 3 clusters Score -5527696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -5527690.000000 Penalty: 5316.474121
	Iteration 127Q: 3 clusters Score -5527690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -5527707.500000 Penalty: 5316.474121
	Iteration 128Q: 3 clusters Score -5527708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -5527706.500000 Penalty: 5316.474121
	Iteration 129Q: 3 clusters Score -5527706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -5527712.000000 Penalty: 5316.474121
	Iteration 130Q: 3 clusters Score -5527712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -5527718.000000 Penalty: 5316.474121
	Iteration 131Q: 3 clusters Score -5527718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -5527711.000000 Penalty: 5316.474121
	Iteration 132Q: 3 clusters Score -5527711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -5527722.500000 Penalty: 5316.474121
	Iteration 133Q: 3 clusters Score -5527722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -5527725.000000 Penalty: 5316.474121
	Iteration 134Q: 3 clusters Score -5527725 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -5527738.000000 Penalty: 5316.474121
	Iteration 135Q: 3 clusters Score -5527738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -5527733.500000 Penalty: 5316.474121
	Iteration 136Q: 3 clusters Score -5527734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -5527753.500000 Penalty: 5316.474121
	Iteration 137Q: 3 clusters Score -5527754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -5527746.500000 Penalty: 5316.474121
	Iteration 138Q: 3 clusters Score -5527746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -5527741.000000 Penalty: 5316.474121
	Iteration 139Q: 3 clusters Score -5527741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -5527743.000000 Penalty: 5316.474121
	Iteration 140F: 3 clusters Score -5527743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -5527749.000000 Penalty: 5316.474121
	Iteration 141Q: 3 clusters Score -5527749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -5527751.000000 Penalty: 5316.474121
	Iteration 142Q: 3 clusters Score -5527751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -5527756.500000 Penalty: 5316.474121
	Iteration 143Q: 3 clusters Score -5527756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -5527754.500000 Penalty: 5316.474121
	Iteration 144Q: 3 clusters Score -5527754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -5527752.000000 Penalty: 5316.474121
	Iteration 145Q: 3 clusters Score -5527752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -5527758.500000 Penalty: 5316.474121
	Iteration 146Q: 3 clusters Score -5527758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -5527754.000000 Penalty: 5316.474121
	Iteration 147Q: 3 clusters Score -5527754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -5527766.000000 Penalty: 5316.474121
	Iteration 148Q: 3 clusters Score -5527766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -5527759.500000 Penalty: 5316.474121
	Iteration 149Q: 3 clusters Score -5527760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5527754.500000 Penalty: 5316.474121
	Iteration 150Q: 3 clusters Score -5527754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -5527763.000000 Penalty: 5316.474121
	Iteration 151Q: 3 clusters Score -5527763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -5527762.500000 Penalty: 5316.474121
	Iteration 152Q: 3 clusters Score -5527762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -5527761.500000 Penalty: 5316.474121
	Iteration 153Q: 3 clusters Score -5527762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -5527760.000000 Penalty: 5316.474121
	Iteration 154Q: 3 clusters Score -5527760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -5527762.500000 Penalty: 5316.474121
	Iteration 155Q: 3 clusters Score -5527762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -5527773.500000 Penalty: 5316.474121
	Iteration 156Q: 3 clusters Score -5527774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -5527768.500000 Penalty: 5316.474121
	Iteration 157Q: 3 clusters Score -5527768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -5527774.000000 Penalty: 5316.474121
	Iteration 158Q: 3 clusters Score -5527774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -5527772.500000 Penalty: 5316.474121
	Iteration 159Q: 3 clusters Score -5527772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -5527774.000000 Penalty: 5316.474121
	Iteration 160F: 3 clusters Score -5527774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -5527771.000000 Penalty: 5316.474121
	Iteration 161Q: 3 clusters Score -5527771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -5527762.000000 Penalty: 5316.474121
	Iteration 162Q: 3 clusters Score -5527762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -5527773.500000 Penalty: 5316.474121
	Iteration 163Q: 3 clusters Score -5527774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -5527764.500000 Penalty: 5316.474121
	Iteration 164Q: 3 clusters Score -5527764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -5527768.000000 Penalty: 5316.474121
	Iteration 165Q: 3 clusters Score -5527768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -5527772.500000 Penalty: 5316.474121
	Iteration 166Q: 3 clusters Score -5527772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -5527770.000000 Penalty: 5316.474121
	Iteration 167Q: 3 clusters Score -5527770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -5527769.500000 Penalty: 5316.474121
	Iteration 168Q: 3 clusters Score -5527770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -5527773.000000 Penalty: 5316.474121
	Iteration 169Q: 3 clusters Score -5527773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -5527769.500000 Penalty: 5316.474121
	Iteration 170Q: 3 clusters Score -5527770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -5527766.500000 Penalty: 5316.474121
	Iteration 171Q: 3 clusters Score -5527766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -5527768.500000 Penalty: 5316.474121
	Iteration 172Q: 3 clusters Score -5527768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -5527768.500000 Penalty: 5316.474121
	Iteration 173F: 3 clusters Score -5527768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -334792.156250 Penalty: 1973.813843
	Iteration 0F: 2 clusters Score -334792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -331603.562500 Penalty: 3947.627686
	Iteration 0F: 3 clusters Score -331603.6 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -332257.250000 Penalty: 3947.627686
	Iteration 1F: 3 clusters Score -332257.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -332393.750000 Penalty: 3947.627686
	Iteration 2F: 3 clusters Score -332393.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -332476.468750 Penalty: 3947.627686
	Iteration 3Q: 3 clusters Score -332476.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -332533.187500 Penalty: 3947.627686
	Iteration 4Q: 3 clusters Score -332533.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -332575.000000 Penalty: 3947.627686
	Iteration 5Q: 3 clusters Score -332575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -332604.281250 Penalty: 3947.627686
	Iteration 6Q: 3 clusters Score -332604.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -332629.218750 Penalty: 3947.627686
	Iteration 7Q: 3 clusters Score -332629.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -332662.156250 Penalty: 3947.627686
	Iteration 8Q: 3 clusters Score -332662.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -332699.906250 Penalty: 3947.627686
	Iteration 9Q: 3 clusters Score -332699.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -332740.750000 Penalty: 3947.627686
	Iteration 10Q: 3 clusters Score -332740.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -332781.781250 Penalty: 3947.627686
	Iteration 11Q: 3 clusters Score -332781.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -332831.437500 Penalty: 3947.627686
	Iteration 12Q: 3 clusters Score -332831.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -332889.343750 Penalty: 3947.627686
	Iteration 13Q: 3 clusters Score -332889.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -332947.281250 Penalty: 3947.627686
	Iteration 14Q: 3 clusters Score -332947.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -332997.625000 Penalty: 3947.627686
	Iteration 15Q: 3 clusters Score -332997.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -333055.062500 Penalty: 3947.627686
	Iteration 16Q: 3 clusters Score -333055.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -333108.750000 Penalty: 3947.627686
	Iteration 17Q: 3 clusters Score -333108.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -333167.156250 Penalty: 3947.627686
	Iteration 18Q: 3 clusters Score -333167.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -333216.281250 Penalty: 3947.627686
	Iteration 19Q: 3 clusters Score -333216.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -333269.718750 Penalty: 3947.627686
	Iteration 20F: 3 clusters Score -333269.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -333316.906250 Penalty: 3947.627686
	Iteration 21Q: 3 clusters Score -333316.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -333372.531250 Penalty: 3947.627686
	Iteration 22Q: 3 clusters Score -333372.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -333422.406250 Penalty: 3947.627686
	Iteration 23Q: 3 clusters Score -333422.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -333472.437500 Penalty: 3947.627686
	Iteration 24Q: 3 clusters Score -333472.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -333502.437500 Penalty: 3947.627686
	Iteration 25Q: 3 clusters Score -333502.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -333522.406250 Penalty: 3947.627686
	Iteration 26Q: 3 clusters Score -333522.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -333539.781250 Penalty: 3947.627686
	Iteration 27Q: 3 clusters Score -333539.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -333556.875000 Penalty: 3947.627686
	Iteration 28Q: 3 clusters Score -333556.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -333569.312500 Penalty: 3947.627686
	Iteration 29Q: 3 clusters Score -333569.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -333574.375000 Penalty: 3947.627686
	Iteration 30Q: 3 clusters Score -333574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -333580.375000 Penalty: 3947.627686
	Iteration 31Q: 3 clusters Score -333580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -333584.156250 Penalty: 3947.627686
	Iteration 32Q: 3 clusters Score -333584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -333589.656250 Penalty: 3947.627686
	Iteration 33Q: 3 clusters Score -333589.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -333599.781250 Penalty: 3947.627686
	Iteration 34Q: 3 clusters Score -333599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -333605.031250 Penalty: 3947.627686
	Iteration 35Q: 3 clusters Score -333605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -333613.187500 Penalty: 3947.627686
	Iteration 36Q: 3 clusters Score -333613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -333621.781250 Penalty: 3947.627686
	Iteration 37Q: 3 clusters Score -333621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -333627.093750 Penalty: 3947.627686
	Iteration 38Q: 3 clusters Score -333627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -333632.187500 Penalty: 3947.627686
	Iteration 39Q: 3 clusters Score -333632.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -333636.437500 Penalty: 3947.627686
	Iteration 40F: 3 clusters Score -333636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -333641.375000 Penalty: 3947.627686
	Iteration 41Q: 3 clusters Score -333641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -333648.468750 Penalty: 3947.627686
	Iteration 42Q: 3 clusters Score -333648.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -333650.062500 Penalty: 3947.627686
	Iteration 43Q: 3 clusters Score -333650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -333652.500000 Penalty: 3947.627686
	Iteration 44Q: 3 clusters Score -333652.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -333654.468750 Penalty: 3947.627686
	Iteration 45Q: 3 clusters Score -333654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -333658.656250 Penalty: 3947.627686
	Iteration 46Q: 3 clusters Score -333658.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -333667.531250 Penalty: 3947.627686
	Iteration 47Q: 3 clusters Score -333667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -333675.343750 Penalty: 3947.627686
	Iteration 48Q: 3 clusters Score -333675.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -333681.812500 Penalty: 3947.627686
	Iteration 49Q: 3 clusters Score -333681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -333690.750000 Penalty: 3947.627686
	Iteration 50Q: 3 clusters Score -333690.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -333696.750000 Penalty: 3947.627686
	Iteration 51Q: 3 clusters Score -333696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -333699.843750 Penalty: 3947.627686
	Iteration 52Q: 3 clusters Score -333699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -333705.281250 Penalty: 3947.627686
	Iteration 53Q: 3 clusters Score -333705.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -333712.937500 Penalty: 3947.627686
	Iteration 54Q: 3 clusters Score -333712.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -333723.093750 Penalty: 3947.627686
	Iteration 55Q: 3 clusters Score -333723.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -333739.750000 Penalty: 3947.627686
	Iteration 56Q: 3 clusters Score -333739.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -333756.718750 Penalty: 3947.627686
	Iteration 57Q: 3 clusters Score -333756.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -333811.875000 Penalty: 3947.627686
	Iteration 58Q: 3 clusters Score -333811.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -333864.843750 Penalty: 3947.627686
	Iteration 59Q: 3 clusters Score -333864.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -333908.843750 Penalty: 3947.627686
	Iteration 60F: 3 clusters Score -333908.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -333939.593750 Penalty: 3947.627686
	Iteration 61Q: 3 clusters Score -333939.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -333961.625000 Penalty: 3947.627686
	Iteration 62Q: 3 clusters Score -333961.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -333983.750000 Penalty: 3947.627686
	Iteration 63Q: 3 clusters Score -333983.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -334025.875000 Penalty: 3947.627686
	Iteration 64Q: 3 clusters Score -334025.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -334107.218750 Penalty: 3947.627686
	Iteration 65Q: 3 clusters Score -334107.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -334209.843750 Penalty: 3947.627686
	Iteration 66Q: 3 clusters Score -334209.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -334282.500000 Penalty: 3947.627686
	Iteration 67Q: 3 clusters Score -334282.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -334319.531250 Penalty: 3947.627686
	Iteration 68Q: 3 clusters Score -334319.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -334339.031250 Penalty: 3947.627686
	Iteration 69Q: 3 clusters Score -334339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -334348.187500 Penalty: 3947.627686
	Iteration 70Q: 3 clusters Score -334348.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -334357.250000 Penalty: 3947.627686
	Iteration 71Q: 3 clusters Score -334357.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -334362.187500 Penalty: 3947.627686
	Iteration 72Q: 3 clusters Score -334362.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -334368.656250 Penalty: 3947.627686
	Iteration 73Q: 3 clusters Score -334368.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -334375.625000 Penalty: 3947.627686
	Iteration 74Q: 3 clusters Score -334375.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -334378.750000 Penalty: 3947.627686
	Iteration 75Q: 3 clusters Score -334378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -334381.250000 Penalty: 3947.627686
	Iteration 76Q: 3 clusters Score -334381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -334383.375000 Penalty: 3947.627686
	Iteration 77Q: 3 clusters Score -334383.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -334383.375000 Penalty: 3947.627686
	Iteration 78F: 3 clusters Score -334383.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104853 members 
Entering Unmasked Estep 
Score: -13310317.000000 Penalty: 2866.958008
	Iteration 0F: 2 clusters Score -1.331032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -13240663.000000 Penalty: 5733.916016
	Iteration 0F: 3 clusters Score -1.324066e+07 nChanged 49568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -13268542.000000 Penalty: 5733.916016
	Iteration 1F: 3 clusters Score -1.326854e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -13269379.000000 Penalty: 5733.916016
	Iteration 2Q: 3 clusters Score -1.326938e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -13270455.000000 Penalty: 5733.916016
	Iteration 3Q: 3 clusters Score -1.327046e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -13271836.000000 Penalty: 5733.916016
	Iteration 4Q: 3 clusters Score -1.327184e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -13274012.000000 Penalty: 5733.916016
	Iteration 5Q: 3 clusters Score -1.327401e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -13277129.000000 Penalty: 5733.916016
	Iteration 6F: 3 clusters Score -1.327713e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70899 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -13281557.000000 Penalty: 5733.916016
	Iteration 7F: 3 clusters Score -1.328156e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -13286748.000000 Penalty: 5733.916016
	Iteration 8F: 3 clusters Score -1.328675e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -13292193.000000 Penalty: 5733.916016
	Iteration 9F: 3 clusters Score -1.329219e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -13296766.000000 Penalty: 5733.916016
	Iteration 10F: 3 clusters Score -1.329677e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93024 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -13300348.000000 Penalty: 5733.916016
	Iteration 11Q: 3 clusters Score -1.330035e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -13302871.000000 Penalty: 5733.916016
	Iteration 12Q: 3 clusters Score -1.330287e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98591 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -13304657.000000 Penalty: 5733.916016
	Iteration 13Q: 3 clusters Score -1.330466e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100110 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -13305831.000000 Penalty: 5733.916016
	Iteration 14Q: 3 clusters Score -1.330583e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -13306657.000000 Penalty: 5733.916016
	Iteration 15Q: 3 clusters Score -1.330666e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101713 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -13307053.000000 Penalty: 5733.916016
	Iteration 16Q: 3 clusters Score -1.330705e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -13307296.000000 Penalty: 5733.916016
	Iteration 17Q: 3 clusters Score -1.33073e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -13307442.000000 Penalty: 5733.916016
	Iteration 18Q: 3 clusters Score -1.330744e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -13307574.000000 Penalty: 5733.916016
	Iteration 19Q: 3 clusters Score -1.330757e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -13307650.000000 Penalty: 5733.916016
	Iteration 20F: 3 clusters Score -1.330765e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -13307727.000000 Penalty: 5733.916016
	Iteration 21Q: 3 clusters Score -1.330773e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -13307786.000000 Penalty: 5733.916016
	Iteration 22Q: 3 clusters Score -1.330779e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -13307827.000000 Penalty: 5733.916016
	Iteration 23Q: 3 clusters Score -1.330783e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13307873.000000 Penalty: 5733.916016
	Iteration 24Q: 3 clusters Score -1.330787e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103312 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -13307902.000000 Penalty: 5733.916016
	Iteration 25Q: 3 clusters Score -1.33079e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103367 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13307927.000000 Penalty: 5733.916016
	Iteration 26Q: 3 clusters Score -1.330793e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103418 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -13307967.000000 Penalty: 5733.916016
	Iteration 27Q: 3 clusters Score -1.330797e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -13307982.000000 Penalty: 5733.916016
	Iteration 28Q: 3 clusters Score -1.330798e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -13308006.000000 Penalty: 5733.916016
	Iteration 29Q: 3 clusters Score -1.330801e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -13308011.000000 Penalty: 5733.916016
	Iteration 30Q: 3 clusters Score -1.330801e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103553 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -13308014.000000 Penalty: 5733.916016
	Iteration 31Q: 3 clusters Score -1.330801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -13308019.000000 Penalty: 5733.916016
	Iteration 32Q: 3 clusters Score -1.330802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -13308021.000000 Penalty: 5733.916016
	Iteration 33Q: 3 clusters Score -1.330802e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103607 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -13308011.000000 Penalty: 5733.916016
	Iteration 34Q: 3 clusters Score -1.330801e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103628 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -13308023.000000 Penalty: 5733.916016
	Iteration 35Q: 3 clusters Score -1.330802e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103649 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -13308018.000000 Penalty: 5733.916016
	Iteration 36Q: 3 clusters Score -1.330802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -13308040.000000 Penalty: 5733.916016
	Iteration 37Q: 3 clusters Score -1.330804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103675 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -13308044.000000 Penalty: 5733.916016
	Iteration 38Q: 3 clusters Score -1.330804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103684 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13308051.000000 Penalty: 5733.916016
	Iteration 39Q: 3 clusters Score -1.330805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103691 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13308050.000000 Penalty: 5733.916016
	Iteration 40F: 3 clusters Score -1.330805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103699 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13308042.000000 Penalty: 5733.916016
	Iteration 41Q: 3 clusters Score -1.330804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13308062.000000 Penalty: 5733.916016
	Iteration 42Q: 3 clusters Score -1.330806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -13308068.000000 Penalty: 5733.916016
	Iteration 43Q: 3 clusters Score -1.330807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103724 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -13308070.000000 Penalty: 5733.916016
	Iteration 44Q: 3 clusters Score -1.330807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103729 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13308072.000000 Penalty: 5733.916016
	Iteration 45Q: 3 clusters Score -1.330807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103729 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13308080.000000 Penalty: 5733.916016
	Iteration 46Q: 3 clusters Score -1.330808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103731 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13308079.000000 Penalty: 5733.916016
	Iteration 47Q: 3 clusters Score -1.330808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103733 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -13308072.000000 Penalty: 5733.916016
	Iteration 48Q: 3 clusters Score -1.330807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13308077.000000 Penalty: 5733.916016
	Iteration 49Q: 3 clusters Score -1.330808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13308069.000000 Penalty: 5733.916016
	Iteration 50Q: 3 clusters Score -1.330807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103738 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -13308081.000000 Penalty: 5733.916016
	Iteration 51Q: 3 clusters Score -1.330808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103738 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -13308081.000000 Penalty: 5733.916016
	Iteration 52F: 3 clusters Score -1.330808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -94403.398438 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -94403.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92649.593750 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -92649.59 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92912.796875 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -92912.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93023.835938 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -93023.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93080.093750 Penalty: 3310.582520
	Iteration 3Q: 3 clusters Score -93080.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -93108.890625 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -93108.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -93135.859375 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -93135.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93150.773438 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -93150.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -93167.500000 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -93167.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93181.617188 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -93181.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -93193.531250 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -93193.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93196.750000 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -93196.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93196.750000 Penalty: 3310.582520
	Iteration 11F: 3 clusters Score -93196.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Entering Unmasked Estep 
Score: -1692865.000000 Penalty: 2371.702881
	Iteration 0F: 2 clusters Score -1692865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1682477.500000 Penalty: 4743.405762
	Iteration 0F: 3 clusters Score -1682478 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1685923.375000 Penalty: 4743.405762
	Iteration 1F: 3 clusters Score -1685923 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1686530.750000 Penalty: 4743.405762
	Iteration 2F: 3 clusters Score -1686531 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1687220.375000 Penalty: 4743.405762
	Iteration 3F: 3 clusters Score -1687220 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1688000.125000 Penalty: 4743.405762
	Iteration 4F: 3 clusters Score -1688000 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1688924.000000 Penalty: 4743.405762
	Iteration 5F: 3 clusters Score -1688924 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1689801.750000 Penalty: 4743.405762
	Iteration 6F: 3 clusters Score -1689802 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1690566.625000 Penalty: 4743.405762
	Iteration 7F: 3 clusters Score -1690567 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1691093.875000 Penalty: 4743.405762
	Iteration 8Q: 3 clusters Score -1691094 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1691369.000000 Penalty: 4743.405762
	Iteration 9Q: 3 clusters Score -1691369 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1691570.000000 Penalty: 4743.405762
	Iteration 10Q: 3 clusters Score -1691570 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1691721.625000 Penalty: 4743.405762
	Iteration 11Q: 3 clusters Score -1691722 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1691840.125000 Penalty: 4743.405762
	Iteration 12Q: 3 clusters Score -1691840 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1691944.000000 Penalty: 4743.405762
	Iteration 13Q: 3 clusters Score -1691944 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1692049.625000 Penalty: 4743.405762
	Iteration 14Q: 3 clusters Score -1692050 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1692104.250000 Penalty: 4743.405762
	Iteration 15Q: 3 clusters Score -1692104 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1692136.875000 Penalty: 4743.405762
	Iteration 16Q: 3 clusters Score -1692137 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1692156.250000 Penalty: 4743.405762
	Iteration 17Q: 3 clusters Score -1692156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1692169.625000 Penalty: 4743.405762
	Iteration 18Q: 3 clusters Score -1692170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1692180.875000 Penalty: 4743.405762
	Iteration 19Q: 3 clusters Score -1692181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1692190.875000 Penalty: 4743.405762
	Iteration 20F: 3 clusters Score -1692191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1692199.750000 Penalty: 4743.405762
	Iteration 21Q: 3 clusters Score -1692200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1692201.875000 Penalty: 4743.405762
	Iteration 22Q: 3 clusters Score -1692202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1692202.000000 Penalty: 4743.405762
	Iteration 23Q: 3 clusters Score -1692202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1692204.375000 Penalty: 4743.405762
	Iteration 24Q: 3 clusters Score -1692204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1692202.500000 Penalty: 4743.405762
	Iteration 25Q: 3 clusters Score -1692202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1692204.250000 Penalty: 4743.405762
	Iteration 26Q: 3 clusters Score -1692204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1692204.750000 Penalty: 4743.405762
	Iteration 27Q: 3 clusters Score -1692205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1692206.375000 Penalty: 4743.405762
	Iteration 28Q: 3 clusters Score -1692206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1692207.375000 Penalty: 4743.405762
	Iteration 29Q: 3 clusters Score -1692207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1692206.375000 Penalty: 4743.405762
	Iteration 30Q: 3 clusters Score -1692206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1692207.250000 Penalty: 4743.405762
	Iteration 31Q: 3 clusters Score -1692207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1692206.875000 Penalty: 4743.405762
	Iteration 32Q: 3 clusters Score -1692207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1692205.375000 Penalty: 4743.405762
	Iteration 33Q: 3 clusters Score -1692205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1692208.000000 Penalty: 4743.405762
	Iteration 34Q: 3 clusters Score -1692208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1692207.125000 Penalty: 4743.405762
	Iteration 35Q: 3 clusters Score -1692207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1692209.750000 Penalty: 4743.405762
	Iteration 36Q: 3 clusters Score -1692210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1692210.000000 Penalty: 4743.405762
	Iteration 37Q: 3 clusters Score -1692210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1692209.125000 Penalty: 4743.405762
	Iteration 38Q: 3 clusters Score -1692209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1692210.125000 Penalty: 4743.405762
	Iteration 39Q: 3 clusters Score -1692210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1692209.625000 Penalty: 4743.405762
	Iteration 40F: 3 clusters Score -1692210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1692214.375000 Penalty: 4743.405762
	Iteration 41Q: 3 clusters Score -1692214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1692213.500000 Penalty: 4743.405762
	Iteration 42Q: 3 clusters Score -1692214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1692212.750000 Penalty: 4743.405762
	Iteration 43Q: 3 clusters Score -1692213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1692213.375000 Penalty: 4743.405762
	Iteration 44Q: 3 clusters Score -1692213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1692214.875000 Penalty: 4743.405762
	Iteration 45Q: 3 clusters Score -1692215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1692214.500000 Penalty: 4743.405762
	Iteration 46Q: 3 clusters Score -1692214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1692213.000000 Penalty: 4743.405762
	Iteration 47Q: 3 clusters Score -1692213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1692214.000000 Penalty: 4743.405762
	Iteration 48Q: 3 clusters Score -1692214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1692214.000000 Penalty: 4743.405762
	Iteration 49Q: 3 clusters Score -1692214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1692214.250000 Penalty: 4743.405762
	Iteration 50Q: 3 clusters Score -1692214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1692214.875000 Penalty: 4743.405762
	Iteration 51Q: 3 clusters Score -1692215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1692218.125000 Penalty: 4743.405762
	Iteration 52Q: 3 clusters Score -1692218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1692218.125000 Penalty: 4743.405762
	Iteration 53Q: 3 clusters Score -1692218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1692216.875000 Penalty: 4743.405762
	Iteration 54Q: 3 clusters Score -1692217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1692217.125000 Penalty: 4743.405762
	Iteration 55Q: 3 clusters Score -1692217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1692217.125000 Penalty: 4743.405762
	Iteration 56F: 3 clusters Score -1692217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Entering Unmasked Estep 
Score: -5355934.000000 Penalty: 2633.531982
	Iteration 0F: 2 clusters Score -5355934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -5328276.000000 Penalty: 5267.063965
	Iteration 0F: 3 clusters Score -5328276 nChanged 18596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5338632.500000 Penalty: 5267.063965
	Iteration 1F: 3 clusters Score -5338632 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -5339260.500000 Penalty: 5267.063965
	Iteration 2Q: 3 clusters Score -5339260 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -5340038.000000 Penalty: 5267.063965
	Iteration 3Q: 3 clusters Score -5340038 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -5341095.000000 Penalty: 5267.063965
	Iteration 4F: 3 clusters Score -5341095 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -5342658.000000 Penalty: 5267.063965
	Iteration 5F: 3 clusters Score -5342658 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -5344825.000000 Penalty: 5267.063965
	Iteration 6F: 3 clusters Score -5344825 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -5347494.500000 Penalty: 5267.063965
	Iteration 7F: 3 clusters Score -5347494 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -5350020.000000 Penalty: 5267.063965
	Iteration 8F: 3 clusters Score -5350020 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -5351721.500000 Penalty: 5267.063965
	Iteration 9Q: 3 clusters Score -5351722 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -5352615.000000 Penalty: 5267.063965
	Iteration 10Q: 3 clusters Score -5352615 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -5353038.000000 Penalty: 5267.063965
	Iteration 11Q: 3 clusters Score -5353038 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -5353249.000000 Penalty: 5267.063965
	Iteration 12Q: 3 clusters Score -5353249 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -5353365.000000 Penalty: 5267.063965
	Iteration 13Q: 3 clusters Score -5353365 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -5353443.500000 Penalty: 5267.063965
	Iteration 14Q: 3 clusters Score -5353444 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -5353514.000000 Penalty: 5267.063965
	Iteration 15Q: 3 clusters Score -5353514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -5353552.000000 Penalty: 5267.063965
	Iteration 16Q: 3 clusters Score -5353552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -5353577.000000 Penalty: 5267.063965
	Iteration 17Q: 3 clusters Score -5353577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -5353592.000000 Penalty: 5267.063965
	Iteration 18Q: 3 clusters Score -5353592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -5353604.000000 Penalty: 5267.063965
	Iteration 19Q: 3 clusters Score -5353604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -5353609.500000 Penalty: 5267.063965
	Iteration 20F: 3 clusters Score -5353610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -5353616.500000 Penalty: 5267.063965
	Iteration 21Q: 3 clusters Score -5353616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5353622.500000 Penalty: 5267.063965
	Iteration 22Q: 3 clusters Score -5353622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5353626.000000 Penalty: 5267.063965
	Iteration 23Q: 3 clusters Score -5353626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -5353623.500000 Penalty: 5267.063965
	Iteration 24Q: 3 clusters Score -5353624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -5353626.000000 Penalty: 5267.063965
	Iteration 25Q: 3 clusters Score -5353626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -5353626.500000 Penalty: 5267.063965
	Iteration 26Q: 3 clusters Score -5353626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -5353626.500000 Penalty: 5267.063965
	Iteration 27F: 3 clusters Score -5353626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (136337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136337 members 
Entering Unmasked Estep 
Score: -17668988.000000 Penalty: 2932.075684
	Iteration 0F: 2 clusters Score -1.766899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -17578624.000000 Penalty: 5864.151367
	Iteration 0F: 3 clusters Score -1.757862e+07 nChanged 64895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -17616740.000000 Penalty: 5864.151367
	Iteration 1F: 3 clusters Score -1.761674e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -17618356.000000 Penalty: 5864.151367
	Iteration 2Q: 3 clusters Score -1.761836e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69139 members 
Mstep: Class 2 contains 67198 members 
Entering Unmasked Estep 
Score: -17620234.000000 Penalty: 5864.151367
	Iteration 3Q: 3 clusters Score -1.762023e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -17622810.000000 Penalty: 5864.151367
	Iteration 4Q: 3 clusters Score -1.762281e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -17626308.000000 Penalty: 5864.151367
	Iteration 5F: 3 clusters Score -1.762631e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -17631078.000000 Penalty: 5864.151367
	Iteration 6F: 3 clusters Score -1.763108e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -17637186.000000 Penalty: 5864.151367
	Iteration 7F: 3 clusters Score -1.763719e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -17643154.000000 Penalty: 5864.151367
	Iteration 8F: 3 clusters Score -1.764315e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -17647796.000000 Penalty: 5864.151367
	Iteration 9F: 3 clusters Score -1.76478e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85942 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -17650330.000000 Penalty: 5864.151367
	Iteration 10Q: 3 clusters Score -1.765033e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87912 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -17651570.000000 Penalty: 5864.151367
	Iteration 11Q: 3 clusters Score -1.765157e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -17652398.000000 Penalty: 5864.151367
	Iteration 12Q: 3 clusters Score -1.76524e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91931 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -17653114.000000 Penalty: 5864.151367
	Iteration 13Q: 3 clusters Score -1.765311e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94149 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -17653750.000000 Penalty: 5864.151367
	Iteration 14Q: 3 clusters Score -1.765375e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96525 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -17654540.000000 Penalty: 5864.151367
	Iteration 15Q: 3 clusters Score -1.765454e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -17655518.000000 Penalty: 5864.151367
	Iteration 16Q: 3 clusters Score -1.765552e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101497 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -17656446.000000 Penalty: 5864.151367
	Iteration 17Q: 3 clusters Score -1.765645e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104113 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -17657538.000000 Penalty: 5864.151367
	Iteration 18Q: 3 clusters Score -1.765754e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106684 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -17658742.000000 Penalty: 5864.151367
	Iteration 19Q: 3 clusters Score -1.765874e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109266 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -17659904.000000 Penalty: 5864.151367
	Iteration 20F: 3 clusters Score -1.76599e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111633 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -17661020.000000 Penalty: 5864.151367
	Iteration 21Q: 3 clusters Score -1.766102e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113847 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -17661800.000000 Penalty: 5864.151367
	Iteration 22Q: 3 clusters Score -1.76618e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115947 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -17662624.000000 Penalty: 5864.151367
	Iteration 23Q: 3 clusters Score -1.766262e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -17663380.000000 Penalty: 5864.151367
	Iteration 24Q: 3 clusters Score -1.766338e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119666 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -17663810.000000 Penalty: 5864.151367
	Iteration 25Q: 3 clusters Score -1.766381e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121292 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -17664288.000000 Penalty: 5864.151367
	Iteration 26Q: 3 clusters Score -1.766429e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122843 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -17664804.000000 Penalty: 5864.151367
	Iteration 27Q: 3 clusters Score -1.76648e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -17665280.000000 Penalty: 5864.151367
	Iteration 28Q: 3 clusters Score -1.766528e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125577 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -17665620.000000 Penalty: 5864.151367
	Iteration 29Q: 3 clusters Score -1.766562e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -17665900.000000 Penalty: 5864.151367
	Iteration 30Q: 3 clusters Score -1.76659e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127675 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -17666030.000000 Penalty: 5864.151367
	Iteration 31Q: 3 clusters Score -1.766603e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128500 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -17666232.000000 Penalty: 5864.151367
	Iteration 32Q: 3 clusters Score -1.766623e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129253 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -17666388.000000 Penalty: 5864.151367
	Iteration 33Q: 3 clusters Score -1.766639e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129909 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -17666604.000000 Penalty: 5864.151367
	Iteration 34Q: 3 clusters Score -1.76666e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130476 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -17666732.000000 Penalty: 5864.151367
	Iteration 35Q: 3 clusters Score -1.766673e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130949 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -17666752.000000 Penalty: 5864.151367
	Iteration 36Q: 3 clusters Score -1.766675e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131420 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -17666844.000000 Penalty: 5864.151367
	Iteration 37Q: 3 clusters Score -1.766684e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131802 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -17666836.000000 Penalty: 5864.151367
	Iteration 38Q: 3 clusters Score -1.766684e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132119 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -17666858.000000 Penalty: 5864.151367
	Iteration 39Q: 3 clusters Score -1.766686e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132395 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -17666906.000000 Penalty: 5864.151367
	Iteration 40F: 3 clusters Score -1.766691e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132654 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -17666896.000000 Penalty: 5864.151367
	Iteration 41Q: 3 clusters Score -1.76669e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132878 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -17666912.000000 Penalty: 5864.151367
	Iteration 42Q: 3 clusters Score -1.766691e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133083 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -17666966.000000 Penalty: 5864.151367
	Iteration 43Q: 3 clusters Score -1.766697e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133273 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -17667018.000000 Penalty: 5864.151367
	Iteration 44Q: 3 clusters Score -1.766702e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133435 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -17667046.000000 Penalty: 5864.151367
	Iteration 45Q: 3 clusters Score -1.766705e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133580 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -17667044.000000 Penalty: 5864.151367
	Iteration 46Q: 3 clusters Score -1.766704e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133704 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -17667036.000000 Penalty: 5864.151367
	Iteration 47Q: 3 clusters Score -1.766704e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133820 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -17667040.000000 Penalty: 5864.151367
	Iteration 48Q: 3 clusters Score -1.766704e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133915 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -17667038.000000 Penalty: 5864.151367
	Iteration 49Q: 3 clusters Score -1.766704e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133999 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -17667072.000000 Penalty: 5864.151367
	Iteration 50Q: 3 clusters Score -1.766707e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134071 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -17667064.000000 Penalty: 5864.151367
	Iteration 51Q: 3 clusters Score -1.766706e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134130 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -17667074.000000 Penalty: 5864.151367
	Iteration 52Q: 3 clusters Score -1.766707e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134186 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -17667062.000000 Penalty: 5864.151367
	Iteration 53Q: 3 clusters Score -1.766706e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134241 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -17667084.000000 Penalty: 5864.151367
	Iteration 54Q: 3 clusters Score -1.766708e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134282 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -17667072.000000 Penalty: 5864.151367
	Iteration 55Q: 3 clusters Score -1.766707e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134318 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -17667092.000000 Penalty: 5864.151367
	Iteration 56Q: 3 clusters Score -1.766709e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134349 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -17667084.000000 Penalty: 5864.151367
	Iteration 57Q: 3 clusters Score -1.766708e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134375 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -17667082.000000 Penalty: 5864.151367
	Iteration 58Q: 3 clusters Score -1.766708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134392 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -17667086.000000 Penalty: 5864.151367
	Iteration 59Q: 3 clusters Score -1.766709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134406 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -17667076.000000 Penalty: 5864.151367
	Iteration 60F: 3 clusters Score -1.766708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134420 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -17667058.000000 Penalty: 5864.151367
	Iteration 61Q: 3 clusters Score -1.766706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134439 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -17667036.000000 Penalty: 5864.151367
	Iteration 62Q: 3 clusters Score -1.766704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134453 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -17667052.000000 Penalty: 5864.151367
	Iteration 63Q: 3 clusters Score -1.766705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134466 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -17667044.000000 Penalty: 5864.151367
	Iteration 64Q: 3 clusters Score -1.766704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -17667032.000000 Penalty: 5864.151367
	Iteration 65Q: 3 clusters Score -1.766703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -17667032.000000 Penalty: 5864.151367
	Iteration 66Q: 3 clusters Score -1.766703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134502 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -17667048.000000 Penalty: 5864.151367
	Iteration 67Q: 3 clusters Score -1.766705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134509 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -17667062.000000 Penalty: 5864.151367
	Iteration 68Q: 3 clusters Score -1.766706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134518 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -17667070.000000 Penalty: 5864.151367
	Iteration 69Q: 3 clusters Score -1.766707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134525 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -17667058.000000 Penalty: 5864.151367
	Iteration 70Q: 3 clusters Score -1.766706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134536 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -17667086.000000 Penalty: 5864.151367
	Iteration 71Q: 3 clusters Score -1.766709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134541 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -17667082.000000 Penalty: 5864.151367
	Iteration 72Q: 3 clusters Score -1.766708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134544 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -17667088.000000 Penalty: 5864.151367
	Iteration 73Q: 3 clusters Score -1.766709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134545 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -17667090.000000 Penalty: 5864.151367
	Iteration 74Q: 3 clusters Score -1.766709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134546 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -17667084.000000 Penalty: 5864.151367
	Iteration 75Q: 3 clusters Score -1.766708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134546 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -17667084.000000 Penalty: 5864.151367
	Iteration 76F: 3 clusters Score -1.766708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Entering Unmasked Estep 
Score: -4509675.500000 Penalty: 2593.940918
	Iteration 0F: 2 clusters Score -4509676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4485822.500000 Penalty: 5187.881836
	Iteration 0F: 3 clusters Score -4485822 nChanged 16068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -4494471.000000 Penalty: 5187.881836
	Iteration 1F: 3 clusters Score -4494471 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -4494980.000000 Penalty: 5187.881836
	Iteration 2Q: 3 clusters Score -4494980 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -4495444.500000 Penalty: 5187.881836
	Iteration 3Q: 3 clusters Score -4495444 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -4495874.500000 Penalty: 5187.881836
	Iteration 4Q: 3 clusters Score -4495874 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4496412.500000 Penalty: 5187.881836
	Iteration 5Q: 3 clusters Score -4496412 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -4497006.500000 Penalty: 5187.881836
	Iteration 6Q: 3 clusters Score -4497006 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4497747.000000 Penalty: 5187.881836
	Iteration 7Q: 3 clusters Score -4497747 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -4498801.000000 Penalty: 5187.881836
	Iteration 8Q: 3 clusters Score -4498801 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -4500231.000000 Penalty: 5187.881836
	Iteration 9F: 3 clusters Score -4500231 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -4501904.000000 Penalty: 5187.881836
	Iteration 10F: 3 clusters Score -4501904 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -4503506.500000 Penalty: 5187.881836
	Iteration 11F: 3 clusters Score -4503506 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4504888.500000 Penalty: 5187.881836
	Iteration 12Q: 3 clusters Score -4504888 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4505826.500000 Penalty: 5187.881836
	Iteration 13Q: 3 clusters Score -4505826 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4506426.500000 Penalty: 5187.881836
	Iteration 14Q: 3 clusters Score -4506426 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4506784.500000 Penalty: 5187.881836
	Iteration 15Q: 3 clusters Score -4506784 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4507010.500000 Penalty: 5187.881836
	Iteration 16Q: 3 clusters Score -4507010 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4507170.000000 Penalty: 5187.881836
	Iteration 17Q: 3 clusters Score -4507170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4507250.000000 Penalty: 5187.881836
	Iteration 18Q: 3 clusters Score -4507250 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4507303.000000 Penalty: 5187.881836
	Iteration 19Q: 3 clusters Score -4507303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4507351.000000 Penalty: 5187.881836
	Iteration 20F: 3 clusters Score -4507351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4507389.500000 Penalty: 5187.881836
	Iteration 21Q: 3 clusters Score -4507390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4507425.000000 Penalty: 5187.881836
	Iteration 22Q: 3 clusters Score -4507425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4507441.500000 Penalty: 5187.881836
	Iteration 23Q: 3 clusters Score -4507442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4507458.000000 Penalty: 5187.881836
	Iteration 24Q: 3 clusters Score -4507458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4507466.000000 Penalty: 5187.881836
	Iteration 25Q: 3 clusters Score -4507466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4507476.500000 Penalty: 5187.881836
	Iteration 26Q: 3 clusters Score -4507476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4507481.000000 Penalty: 5187.881836
	Iteration 27Q: 3 clusters Score -4507481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4507486.500000 Penalty: 5187.881836
	Iteration 28Q: 3 clusters Score -4507486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4507492.000000 Penalty: 5187.881836
	Iteration 29Q: 3 clusters Score -4507492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4507494.500000 Penalty: 5187.881836
	Iteration 30Q: 3 clusters Score -4507494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4507502.000000 Penalty: 5187.881836
	Iteration 31Q: 3 clusters Score -4507502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4507511.500000 Penalty: 5187.881836
	Iteration 32Q: 3 clusters Score -4507512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4507509.500000 Penalty: 5187.881836
	Iteration 33Q: 3 clusters Score -4507510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4507518.000000 Penalty: 5187.881836
	Iteration 34Q: 3 clusters Score -4507518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4507524.000000 Penalty: 5187.881836
	Iteration 35Q: 3 clusters Score -4507524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4507521.500000 Penalty: 5187.881836
	Iteration 36Q: 3 clusters Score -4507522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4507531.000000 Penalty: 5187.881836
	Iteration 37Q: 3 clusters Score -4507531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4507532.000000 Penalty: 5187.881836
	Iteration 38Q: 3 clusters Score -4507532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4507532.000000 Penalty: 5187.881836
	Iteration 39F: 3 clusters Score -4507532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Entering Unmasked Estep 
Score: -776140.062500 Penalty: 2169.225098
	Iteration 0F: 2 clusters Score -776140.1 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 3190 members 
Entering Unmasked Estep 
Score: -770794.875000 Penalty: 4338.450195
	Iteration 0F: 3 clusters Score -770794.9 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -772178.312500 Penalty: 4338.450195
	Iteration 1F: 3 clusters Score -772178.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -772416.812500 Penalty: 4338.450195
	Iteration 2F: 3 clusters Score -772416.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -772577.000000 Penalty: 4338.450195
	Iteration 3Q: 3 clusters Score -772577 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -772710.437500 Penalty: 4338.450195
	Iteration 4Q: 3 clusters Score -772710.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -772830.375000 Penalty: 4338.450195
	Iteration 5Q: 3 clusters Score -772830.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -772960.937500 Penalty: 4338.450195
	Iteration 6Q: 3 clusters Score -772960.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -773092.312500 Penalty: 4338.450195
	Iteration 7Q: 3 clusters Score -773092.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -773196.687500 Penalty: 4338.450195
	Iteration 8Q: 3 clusters Score -773196.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -773298.625000 Penalty: 4338.450195
	Iteration 9Q: 3 clusters Score -773298.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -773409.562500 Penalty: 4338.450195
	Iteration 10Q: 3 clusters Score -773409.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -773530.625000 Penalty: 4338.450195
	Iteration 11Q: 3 clusters Score -773530.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -773650.187500 Penalty: 4338.450195
	Iteration 12Q: 3 clusters Score -773650.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -773742.937500 Penalty: 4338.450195
	Iteration 13Q: 3 clusters Score -773742.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -773810.437500 Penalty: 4338.450195
	Iteration 14Q: 3 clusters Score -773810.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -773861.375000 Penalty: 4338.450195
	Iteration 15Q: 3 clusters Score -773861.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -773909.187500 Penalty: 4338.450195
	Iteration 16Q: 3 clusters Score -773909.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -773956.000000 Penalty: 4338.450195
	Iteration 17Q: 3 clusters Score -773956 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -773998.875000 Penalty: 4338.450195
	Iteration 18Q: 3 clusters Score -773998.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -774038.750000 Penalty: 4338.450195
	Iteration 19Q: 3 clusters Score -774038.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -774075.125000 Penalty: 4338.450195
	Iteration 20F: 3 clusters Score -774075.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -774101.875000 Penalty: 4338.450195
	Iteration 21Q: 3 clusters Score -774101.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -774122.000000 Penalty: 4338.450195
	Iteration 22Q: 3 clusters Score -774122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -774135.500000 Penalty: 4338.450195
	Iteration 23Q: 3 clusters Score -774135.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -774152.312500 Penalty: 4338.450195
	Iteration 24Q: 3 clusters Score -774152.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -774166.062500 Penalty: 4338.450195
	Iteration 25Q: 3 clusters Score -774166.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -774178.687500 Penalty: 4338.450195
	Iteration 26Q: 3 clusters Score -774178.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -774185.250000 Penalty: 4338.450195
	Iteration 27Q: 3 clusters Score -774185.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -774193.687500 Penalty: 4338.450195
	Iteration 28Q: 3 clusters Score -774193.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -774199.375000 Penalty: 4338.450195
	Iteration 29Q: 3 clusters Score -774199.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -774203.875000 Penalty: 4338.450195
	Iteration 30Q: 3 clusters Score -774203.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -774212.000000 Penalty: 4338.450195
	Iteration 31Q: 3 clusters Score -774212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -774217.812500 Penalty: 4338.450195
	Iteration 32Q: 3 clusters Score -774217.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -774230.437500 Penalty: 4338.450195
	Iteration 33Q: 3 clusters Score -774230.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -774241.500000 Penalty: 4338.450195
	Iteration 34Q: 3 clusters Score -774241.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -774250.625000 Penalty: 4338.450195
	Iteration 35Q: 3 clusters Score -774250.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -774257.562500 Penalty: 4338.450195
	Iteration 36Q: 3 clusters Score -774257.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -774267.187500 Penalty: 4338.450195
	Iteration 37Q: 3 clusters Score -774267.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -774279.062500 Penalty: 4338.450195
	Iteration 38Q: 3 clusters Score -774279.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -774286.125000 Penalty: 4338.450195
	Iteration 39Q: 3 clusters Score -774286.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -774291.562500 Penalty: 4338.450195
	Iteration 40F: 3 clusters Score -774291.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -774293.875000 Penalty: 4338.450195
	Iteration 41Q: 3 clusters Score -774293.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -774299.125000 Penalty: 4338.450195
	Iteration 42Q: 3 clusters Score -774299.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -774301.750000 Penalty: 4338.450195
	Iteration 43Q: 3 clusters Score -774301.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -774305.000000 Penalty: 4338.450195
	Iteration 44Q: 3 clusters Score -774305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -774310.437500 Penalty: 4338.450195
	Iteration 45Q: 3 clusters Score -774310.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -774311.187500 Penalty: 4338.450195
	Iteration 46Q: 3 clusters Score -774311.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -774314.000000 Penalty: 4338.450195
	Iteration 47Q: 3 clusters Score -774314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -774316.375000 Penalty: 4338.450195
	Iteration 48Q: 3 clusters Score -774316.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -774319.250000 Penalty: 4338.450195
	Iteration 49Q: 3 clusters Score -774319.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -774323.250000 Penalty: 4338.450195
	Iteration 50Q: 3 clusters Score -774323.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -774325.875000 Penalty: 4338.450195
	Iteration 51Q: 3 clusters Score -774325.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -774326.062500 Penalty: 4338.450195
	Iteration 52Q: 3 clusters Score -774326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -774326.562500 Penalty: 4338.450195
	Iteration 53Q: 3 clusters Score -774326.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -774326.562500 Penalty: 4338.450195
	Iteration 54F: 3 clusters Score -774326.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -133504.718750 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -133504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -131487.312500 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -131487.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131803.656250 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -131803.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -131931.484375 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -131931.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132013.562500 Penalty: 3474.871338
	Iteration 3Q: 3 clusters Score -132013.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132041.343750 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -132041.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -132058.375000 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -132058.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -132093.718750 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -132093.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -132129.734375 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -132129.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -132171.546875 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -132171.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -132224.078125 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -132224.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -132299.718750 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -132299.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -132340.687500 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -132340.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -132377.562500 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -132377.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -132418.906250 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -132418.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -132459.140625 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -132459.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -132493.343750 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -132493.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -132518.781250 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -132518.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -132532.328125 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -132532.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -132539.046875 Penalty: 3474.871338
	Iteration 18Q: 3 clusters Score -132539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -132547.125000 Penalty: 3474.871338
	Iteration 19Q: 3 clusters Score -132547.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -132555.203125 Penalty: 3474.871338
	Iteration 20F: 3 clusters Score -132555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -132560.796875 Penalty: 3474.871338
	Iteration 21Q: 3 clusters Score -132560.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -132564.781250 Penalty: 3474.871338
	Iteration 22Q: 3 clusters Score -132564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -132568.265625 Penalty: 3474.871338
	Iteration 23Q: 3 clusters Score -132568.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -132569.968750 Penalty: 3474.871338
	Iteration 24Q: 3 clusters Score -132570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -132572.515625 Penalty: 3474.871338
	Iteration 25Q: 3 clusters Score -132572.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -132576.406250 Penalty: 3474.871338
	Iteration 26Q: 3 clusters Score -132576.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -132580.687500 Penalty: 3474.871338
	Iteration 27Q: 3 clusters Score -132580.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -132584.859375 Penalty: 3474.871338
	Iteration 28Q: 3 clusters Score -132584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -132589.609375 Penalty: 3474.871338
	Iteration 29Q: 3 clusters Score -132589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -132594.093750 Penalty: 3474.871338
	Iteration 30Q: 3 clusters Score -132594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -132602.718750 Penalty: 3474.871338
	Iteration 31Q: 3 clusters Score -132602.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -132611.250000 Penalty: 3474.871338
	Iteration 32Q: 3 clusters Score -132611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -132616.687500 Penalty: 3474.871338
	Iteration 33Q: 3 clusters Score -132616.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -132620.781250 Penalty: 3474.871338
	Iteration 34Q: 3 clusters Score -132620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -132625.984375 Penalty: 3474.871338
	Iteration 35Q: 3 clusters Score -132626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -132630.312500 Penalty: 3474.871338
	Iteration 36Q: 3 clusters Score -132630.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -132633.593750 Penalty: 3474.871338
	Iteration 37Q: 3 clusters Score -132633.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -132637.406250 Penalty: 3474.871338
	Iteration 38Q: 3 clusters Score -132637.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -132645.234375 Penalty: 3474.871338
	Iteration 39Q: 3 clusters Score -132645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -132650.515625 Penalty: 3474.871338
	Iteration 40F: 3 clusters Score -132650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -132651.281250 Penalty: 3474.871338
	Iteration 41Q: 3 clusters Score -132651.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -132652.671875 Penalty: 3474.871338
	Iteration 42Q: 3 clusters Score -132652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -132652.671875 Penalty: 3474.871338
	Iteration 43F: 3 clusters Score -132652.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (100738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100738 members 
Entering Unmasked Estep 
Score: -12700769.000000 Penalty: 2857.029053
	Iteration 0F: 2 clusters Score -1.270077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -12633317.000000 Penalty: 5714.058105
	Iteration 0F: 3 clusters Score -1.263332e+07 nChanged 47772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -12660709.000000 Penalty: 5714.058105
	Iteration 1F: 3 clusters Score -1.266071e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -12661387.000000 Penalty: 5714.058105
	Iteration 2Q: 3 clusters Score -1.266139e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -12662259.000000 Penalty: 5714.058105
	Iteration 3Q: 3 clusters Score -1.266226e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -12663804.000000 Penalty: 5714.058105
	Iteration 4Q: 3 clusters Score -1.26638e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -12666060.000000 Penalty: 5714.058105
	Iteration 5Q: 3 clusters Score -1.266606e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -12669491.000000 Penalty: 5714.058105
	Iteration 6F: 3 clusters Score -1.266949e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -12675111.000000 Penalty: 5714.058105
	Iteration 7F: 3 clusters Score -1.267511e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -12682154.000000 Penalty: 5714.058105
	Iteration 8F: 3 clusters Score -1.268215e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -12689218.000000 Penalty: 5714.058105
	Iteration 9F: 3 clusters Score -1.268922e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -12694054.000000 Penalty: 5714.058105
	Iteration 10F: 3 clusters Score -1.269405e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -12696588.000000 Penalty: 5714.058105
	Iteration 11Q: 3 clusters Score -1.269659e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 99909 members 
Entering Unmasked Estep 
Score: -12697564.000000 Penalty: 5714.058105
	Iteration 12Q: 3 clusters Score -1.269756e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -12697955.000000 Penalty: 5714.058105
	Iteration 13Q: 3 clusters Score -1.269796e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 100370 members 
Entering Unmasked Estep 
Score: -12698077.000000 Penalty: 5714.058105
	Iteration 14Q: 3 clusters Score -1.269808e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -12698176.000000 Penalty: 5714.058105
	Iteration 15Q: 3 clusters Score -1.269818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
Score: -12698209.000000 Penalty: 5714.058105
	Iteration 16Q: 3 clusters Score -1.269821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -12698234.000000 Penalty: 5714.058105
	Iteration 17Q: 3 clusters Score -1.269823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -12698235.000000 Penalty: 5714.058105
	Iteration 18Q: 3 clusters Score -1.269824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -12698251.000000 Penalty: 5714.058105
	Iteration 19Q: 3 clusters Score -1.269825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -12698255.000000 Penalty: 5714.058105
	Iteration 20F: 3 clusters Score -1.269826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -12698266.000000 Penalty: 5714.058105
	Iteration 21Q: 3 clusters Score -1.269827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 100452 members 
Entering Unmasked Estep 
Score: -12698260.000000 Penalty: 5714.058105
	Iteration 22Q: 3 clusters Score -1.269826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 100452 members 
Entering Unmasked Estep 
Score: -12698260.000000 Penalty: 5714.058105
	Iteration 23F: 3 clusters Score -1.269826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Entering Unmasked Estep 
Score: -711983.875000 Penalty: 2141.429932
	Iteration 0F: 2 clusters Score -711983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -707112.687500 Penalty: 4282.859863
	Iteration 0F: 3 clusters Score -707112.7 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -708234.500000 Penalty: 4282.859863
	Iteration 1F: 3 clusters Score -708234.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -708434.437500 Penalty: 4282.859863
	Iteration 2F: 3 clusters Score -708434.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -708549.812500 Penalty: 4282.859863
	Iteration 3Q: 3 clusters Score -708549.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -708634.500000 Penalty: 4282.859863
	Iteration 4Q: 3 clusters Score -708634.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -708713.437500 Penalty: 4282.859863
	Iteration 5Q: 3 clusters Score -708713.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -708787.312500 Penalty: 4282.859863
	Iteration 6Q: 3 clusters Score -708787.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -708862.312500 Penalty: 4282.859863
	Iteration 7Q: 3 clusters Score -708862.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -708917.187500 Penalty: 4282.859863
	Iteration 8Q: 3 clusters Score -708917.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -708965.687500 Penalty: 4282.859863
	Iteration 9Q: 3 clusters Score -708965.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -709023.375000 Penalty: 4282.859863
	Iteration 10Q: 3 clusters Score -709023.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -709091.875000 Penalty: 4282.859863
	Iteration 11Q: 3 clusters Score -709091.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -709157.750000 Penalty: 4282.859863
	Iteration 12Q: 3 clusters Score -709157.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -709221.312500 Penalty: 4282.859863
	Iteration 13Q: 3 clusters Score -709221.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -709297.750000 Penalty: 4282.859863
	Iteration 14Q: 3 clusters Score -709297.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -709369.687500 Penalty: 4282.859863
	Iteration 15Q: 3 clusters Score -709369.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -709447.812500 Penalty: 4282.859863
	Iteration 16Q: 3 clusters Score -709447.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -709524.562500 Penalty: 4282.859863
	Iteration 17Q: 3 clusters Score -709524.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -709591.500000 Penalty: 4282.859863
	Iteration 18Q: 3 clusters Score -709591.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -709648.812500 Penalty: 4282.859863
	Iteration 19Q: 3 clusters Score -709648.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -709706.687500 Penalty: 4282.859863
	Iteration 20F: 3 clusters Score -709706.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -709761.375000 Penalty: 4282.859863
	Iteration 21Q: 3 clusters Score -709761.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -709814.000000 Penalty: 4282.859863
	Iteration 22Q: 3 clusters Score -709814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -709866.500000 Penalty: 4282.859863
	Iteration 23Q: 3 clusters Score -709866.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -709918.687500 Penalty: 4282.859863
	Iteration 24Q: 3 clusters Score -709918.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -709969.437500 Penalty: 4282.859863
	Iteration 25Q: 3 clusters Score -709969.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -710008.375000 Penalty: 4282.859863
	Iteration 26Q: 3 clusters Score -710008.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -710038.625000 Penalty: 4282.859863
	Iteration 27Q: 3 clusters Score -710038.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -710058.562500 Penalty: 4282.859863
	Iteration 28Q: 3 clusters Score -710058.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -710072.500000 Penalty: 4282.859863
	Iteration 29Q: 3 clusters Score -710072.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -710088.125000 Penalty: 4282.859863
	Iteration 30Q: 3 clusters Score -710088.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -710096.750000 Penalty: 4282.859863
	Iteration 31Q: 3 clusters Score -710096.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -710106.812500 Penalty: 4282.859863
	Iteration 32Q: 3 clusters Score -710106.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -710117.875000 Penalty: 4282.859863
	Iteration 33Q: 3 clusters Score -710117.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -710126.687500 Penalty: 4282.859863
	Iteration 34Q: 3 clusters Score -710126.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -710138.312500 Penalty: 4282.859863
	Iteration 35Q: 3 clusters Score -710138.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -710146.250000 Penalty: 4282.859863
	Iteration 36Q: 3 clusters Score -710146.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -710152.000000 Penalty: 4282.859863
	Iteration 37Q: 3 clusters Score -710152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -710158.312500 Penalty: 4282.859863
	Iteration 38Q: 3 clusters Score -710158.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -710162.562500 Penalty: 4282.859863
	Iteration 39Q: 3 clusters Score -710162.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -710167.187500 Penalty: 4282.859863
	Iteration 40F: 3 clusters Score -710167.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -710172.312500 Penalty: 4282.859863
	Iteration 41Q: 3 clusters Score -710172.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -710175.500000 Penalty: 4282.859863
	Iteration 42Q: 3 clusters Score -710175.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -710177.812500 Penalty: 4282.859863
	Iteration 43Q: 3 clusters Score -710177.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -710184.937500 Penalty: 4282.859863
	Iteration 44Q: 3 clusters Score -710184.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -710188.500000 Penalty: 4282.859863
	Iteration 45Q: 3 clusters Score -710188.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -710191.125000 Penalty: 4282.859863
	Iteration 46Q: 3 clusters Score -710191.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -710195.750000 Penalty: 4282.859863
	Iteration 47Q: 3 clusters Score -710195.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -710202.562500 Penalty: 4282.859863
	Iteration 48Q: 3 clusters Score -710202.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -710209.750000 Penalty: 4282.859863
	Iteration 49Q: 3 clusters Score -710209.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -710216.812500 Penalty: 4282.859863
	Iteration 50Q: 3 clusters Score -710216.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -710223.187500 Penalty: 4282.859863
	Iteration 51Q: 3 clusters Score -710223.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -710228.812500 Penalty: 4282.859863
	Iteration 52Q: 3 clusters Score -710228.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -710233.000000 Penalty: 4282.859863
	Iteration 53Q: 3 clusters Score -710233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -710235.750000 Penalty: 4282.859863
	Iteration 54Q: 3 clusters Score -710235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -710238.937500 Penalty: 4282.859863
	Iteration 55Q: 3 clusters Score -710238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -710239.250000 Penalty: 4282.859863
	Iteration 56Q: 3 clusters Score -710239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -710240.437500 Penalty: 4282.859863
	Iteration 57Q: 3 clusters Score -710240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -710241.750000 Penalty: 4282.859863
	Iteration 58Q: 3 clusters Score -710241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -710241.375000 Penalty: 4282.859863
	Iteration 59Q: 3 clusters Score -710241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -710244.937500 Penalty: 4282.859863
	Iteration 60F: 3 clusters Score -710244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -710243.750000 Penalty: 4282.859863
	Iteration 61Q: 3 clusters Score -710243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -710244.500000 Penalty: 4282.859863
	Iteration 62Q: 3 clusters Score -710244.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -710244.500000 Penalty: 4282.859863
	Iteration 63F: 3 clusters Score -710244.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -2821085.500000 Penalty: 2502.527832
	Iteration 0F: 2 clusters Score -2821086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2804345.250000 Penalty: 5005.055664
	Iteration 0F: 3 clusters Score -2804345 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2810395.750000 Penalty: 5005.055664
	Iteration 1F: 3 clusters Score -2810396 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2811238.750000 Penalty: 5005.055664
	Iteration 2F: 3 clusters Score -2811239 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2812248.500000 Penalty: 5005.055664
	Iteration 3F: 3 clusters Score -2812248 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2813464.750000 Penalty: 5005.055664
	Iteration 4F: 3 clusters Score -2813465 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2814703.250000 Penalty: 5005.055664
	Iteration 5F: 3 clusters Score -2814703 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2815788.250000 Penalty: 5005.055664
	Iteration 6F: 3 clusters Score -2815788 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2816611.000000 Penalty: 5005.055664
	Iteration 7F: 3 clusters Score -2816611 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2817120.500000 Penalty: 5005.055664
	Iteration 8Q: 3 clusters Score -2817120 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2817429.250000 Penalty: 5005.055664
	Iteration 9Q: 3 clusters Score -2817429 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2817645.000000 Penalty: 5005.055664
	Iteration 10Q: 3 clusters Score -2817645 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2817794.250000 Penalty: 5005.055664
	Iteration 11Q: 3 clusters Score -2817794 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2817896.250000 Penalty: 5005.055664
	Iteration 12Q: 3 clusters Score -2817896 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2817950.000000 Penalty: 5005.055664
	Iteration 13Q: 3 clusters Score -2817950 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2817997.500000 Penalty: 5005.055664
	Iteration 14Q: 3 clusters Score -2817998 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2818044.250000 Penalty: 5005.055664
	Iteration 15Q: 3 clusters Score -2818044 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2818089.250000 Penalty: 5005.055664
	Iteration 16Q: 3 clusters Score -2818089 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2818104.750000 Penalty: 5005.055664
	Iteration 17Q: 3 clusters Score -2818105 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2818127.500000 Penalty: 5005.055664
	Iteration 18Q: 3 clusters Score -2818128 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2818146.250000 Penalty: 5005.055664
	Iteration 19Q: 3 clusters Score -2818146 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2818173.750000 Penalty: 5005.055664
	Iteration 20F: 3 clusters Score -2818174 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2818202.750000 Penalty: 5005.055664
	Iteration 21Q: 3 clusters Score -2818203 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2818219.750000 Penalty: 5005.055664
	Iteration 22Q: 3 clusters Score -2818220 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2818226.000000 Penalty: 5005.055664
	Iteration 23Q: 3 clusters Score -2818226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2818236.750000 Penalty: 5005.055664
	Iteration 24Q: 3 clusters Score -2818237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2818257.250000 Penalty: 5005.055664
	Iteration 25Q: 3 clusters Score -2818257 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2818268.000000 Penalty: 5005.055664
	Iteration 26Q: 3 clusters Score -2818268 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2818264.250000 Penalty: 5005.055664
	Iteration 27Q: 3 clusters Score -2818264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2818286.750000 Penalty: 5005.055664
	Iteration 28Q: 3 clusters Score -2818287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2818288.750000 Penalty: 5005.055664
	Iteration 29Q: 3 clusters Score -2818289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2818308.250000 Penalty: 5005.055664
	Iteration 30Q: 3 clusters Score -2818308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2818314.500000 Penalty: 5005.055664
	Iteration 31Q: 3 clusters Score -2818314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2818312.750000 Penalty: 5005.055664
	Iteration 32Q: 3 clusters Score -2818313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2818319.000000 Penalty: 5005.055664
	Iteration 33Q: 3 clusters Score -2818319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2818325.500000 Penalty: 5005.055664
	Iteration 34Q: 3 clusters Score -2818326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2818328.500000 Penalty: 5005.055664
	Iteration 35Q: 3 clusters Score -2818328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2818327.750000 Penalty: 5005.055664
	Iteration 36Q: 3 clusters Score -2818328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2818333.250000 Penalty: 5005.055664
	Iteration 37Q: 3 clusters Score -2818333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2818345.250000 Penalty: 5005.055664
	Iteration 38Q: 3 clusters Score -2818345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2818352.000000 Penalty: 5005.055664
	Iteration 39Q: 3 clusters Score -2818352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2818361.750000 Penalty: 5005.055664
	Iteration 40F: 3 clusters Score -2818362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2818358.250000 Penalty: 5005.055664
	Iteration 41Q: 3 clusters Score -2818358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2818359.750000 Penalty: 5005.055664
	Iteration 42Q: 3 clusters Score -2818360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2818371.000000 Penalty: 5005.055664
	Iteration 43Q: 3 clusters Score -2818371 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2818373.000000 Penalty: 5005.055664
	Iteration 44Q: 3 clusters Score -2818373 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2818385.250000 Penalty: 5005.055664
	Iteration 45Q: 3 clusters Score -2818385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2818380.250000 Penalty: 5005.055664
	Iteration 46Q: 3 clusters Score -2818380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2818379.500000 Penalty: 5005.055664
	Iteration 47Q: 3 clusters Score -2818380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2818379.000000 Penalty: 5005.055664
	Iteration 48Q: 3 clusters Score -2818379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2818388.500000 Penalty: 5005.055664
	Iteration 49Q: 3 clusters Score -2818388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2818391.000000 Penalty: 5005.055664
	Iteration 50Q: 3 clusters Score -2818391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2818404.750000 Penalty: 5005.055664
	Iteration 51Q: 3 clusters Score -2818405 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2818407.000000 Penalty: 5005.055664
	Iteration 52Q: 3 clusters Score -2818407 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2818417.750000 Penalty: 5005.055664
	Iteration 53Q: 3 clusters Score -2818418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2818419.000000 Penalty: 5005.055664
	Iteration 54Q: 3 clusters Score -2818419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2818418.250000 Penalty: 5005.055664
	Iteration 55Q: 3 clusters Score -2818418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2818417.250000 Penalty: 5005.055664
	Iteration 56Q: 3 clusters Score -2818417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2818424.500000 Penalty: 5005.055664
	Iteration 57Q: 3 clusters Score -2818424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2818433.500000 Penalty: 5005.055664
	Iteration 58Q: 3 clusters Score -2818434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2818425.250000 Penalty: 5005.055664
	Iteration 59Q: 3 clusters Score -2818425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2818431.750000 Penalty: 5005.055664
	Iteration 60F: 3 clusters Score -2818432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2818435.250000 Penalty: 5005.055664
	Iteration 61Q: 3 clusters Score -2818435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2818436.750000 Penalty: 5005.055664
	Iteration 62Q: 3 clusters Score -2818437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2818439.500000 Penalty: 5005.055664
	Iteration 63Q: 3 clusters Score -2818440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2818453.000000 Penalty: 5005.055664
	Iteration 64Q: 3 clusters Score -2818453 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2818452.500000 Penalty: 5005.055664
	Iteration 65Q: 3 clusters Score -2818452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2818464.250000 Penalty: 5005.055664
	Iteration 66Q: 3 clusters Score -2818464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2818470.500000 Penalty: 5005.055664
	Iteration 67Q: 3 clusters Score -2818470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2818482.500000 Penalty: 5005.055664
	Iteration 68Q: 3 clusters Score -2818482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2818493.000000 Penalty: 5005.055664
	Iteration 69Q: 3 clusters Score -2818493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2818510.250000 Penalty: 5005.055664
	Iteration 70Q: 3 clusters Score -2818510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2818518.500000 Penalty: 5005.055664
	Iteration 71Q: 3 clusters Score -2818518 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2818538.250000 Penalty: 5005.055664
	Iteration 72Q: 3 clusters Score -2818538 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2818559.250000 Penalty: 5005.055664
	Iteration 73Q: 3 clusters Score -2818559 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2818581.750000 Penalty: 5005.055664
	Iteration 74Q: 3 clusters Score -2818582 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2818613.000000 Penalty: 5005.055664
	Iteration 75Q: 3 clusters Score -2818613 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2818633.250000 Penalty: 5005.055664
	Iteration 76Q: 3 clusters Score -2818633 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2818649.250000 Penalty: 5005.055664
	Iteration 77Q: 3 clusters Score -2818649 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2818658.000000 Penalty: 5005.055664
	Iteration 78Q: 3 clusters Score -2818658 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2818690.500000 Penalty: 5005.055664
	Iteration 79Q: 3 clusters Score -2818690 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2818725.000000 Penalty: 5005.055664
	Iteration 80F: 3 clusters Score -2818725 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2818758.250000 Penalty: 5005.055664
	Iteration 81Q: 3 clusters Score -2818758 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2818781.500000 Penalty: 5005.055664
	Iteration 82Q: 3 clusters Score -2818782 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2818806.500000 Penalty: 5005.055664
	Iteration 83Q: 3 clusters Score -2818806 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2818837.750000 Penalty: 5005.055664
	Iteration 84Q: 3 clusters Score -2818838 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2818863.000000 Penalty: 5005.055664
	Iteration 85Q: 3 clusters Score -2818863 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2818887.000000 Penalty: 5005.055664
	Iteration 86Q: 3 clusters Score -2818887 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2818912.250000 Penalty: 5005.055664
	Iteration 87Q: 3 clusters Score -2818912 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2818946.500000 Penalty: 5005.055664
	Iteration 88Q: 3 clusters Score -2818946 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2818977.250000 Penalty: 5005.055664
	Iteration 89Q: 3 clusters Score -2818977 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2818998.250000 Penalty: 5005.055664
	Iteration 90Q: 3 clusters Score -2818998 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2819032.500000 Penalty: 5005.055664
	Iteration 91Q: 3 clusters Score -2819032 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2819051.250000 Penalty: 5005.055664
	Iteration 92Q: 3 clusters Score -2819051 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2819069.000000 Penalty: 5005.055664
	Iteration 93Q: 3 clusters Score -2819069 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2819081.750000 Penalty: 5005.055664
	Iteration 94Q: 3 clusters Score -2819082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2819096.000000 Penalty: 5005.055664
	Iteration 95Q: 3 clusters Score -2819096 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2819113.500000 Penalty: 5005.055664
	Iteration 96Q: 3 clusters Score -2819114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2819134.750000 Penalty: 5005.055664
	Iteration 97Q: 3 clusters Score -2819135 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2819147.250000 Penalty: 5005.055664
	Iteration 98Q: 3 clusters Score -2819147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2819148.250000 Penalty: 5005.055664
	Iteration 99Q: 3 clusters Score -2819148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2819163.000000 Penalty: 5005.055664
	Iteration 100F: 3 clusters Score -2819163 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2819190.000000 Penalty: 5005.055664
	Iteration 101Q: 3 clusters Score -2819190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2819200.250000 Penalty: 5005.055664
	Iteration 102Q: 3 clusters Score -2819200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2819221.750000 Penalty: 5005.055664
	Iteration 103Q: 3 clusters Score -2819222 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2819252.250000 Penalty: 5005.055664
	Iteration 104Q: 3 clusters Score -2819252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2819261.500000 Penalty: 5005.055664
	Iteration 105Q: 3 clusters Score -2819262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2819286.750000 Penalty: 5005.055664
	Iteration 106Q: 3 clusters Score -2819287 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2819314.500000 Penalty: 5005.055664
	Iteration 107Q: 3 clusters Score -2819314 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2819346.250000 Penalty: 5005.055664
	Iteration 108Q: 3 clusters Score -2819346 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2819368.500000 Penalty: 5005.055664
	Iteration 109Q: 3 clusters Score -2819368 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2819405.000000 Penalty: 5005.055664
	Iteration 110Q: 3 clusters Score -2819405 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2819436.500000 Penalty: 5005.055664
	Iteration 111Q: 3 clusters Score -2819436 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2819458.500000 Penalty: 5005.055664
	Iteration 112Q: 3 clusters Score -2819458 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2819483.000000 Penalty: 5005.055664
	Iteration 113Q: 3 clusters Score -2819483 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2819505.250000 Penalty: 5005.055664
	Iteration 114Q: 3 clusters Score -2819505 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2819511.500000 Penalty: 5005.055664
	Iteration 115Q: 3 clusters Score -2819512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2819538.000000 Penalty: 5005.055664
	Iteration 116Q: 3 clusters Score -2819538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2819559.250000 Penalty: 5005.055664
	Iteration 117Q: 3 clusters Score -2819559 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2819571.750000 Penalty: 5005.055664
	Iteration 118Q: 3 clusters Score -2819572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2819587.250000 Penalty: 5005.055664
	Iteration 119Q: 3 clusters Score -2819587 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2819604.500000 Penalty: 5005.055664
	Iteration 120F: 3 clusters Score -2819604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2819612.750000 Penalty: 5005.055664
	Iteration 121Q: 3 clusters Score -2819613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2819624.250000 Penalty: 5005.055664
	Iteration 122Q: 3 clusters Score -2819624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2819646.000000 Penalty: 5005.055664
	Iteration 123Q: 3 clusters Score -2819646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2819664.750000 Penalty: 5005.055664
	Iteration 124Q: 3 clusters Score -2819665 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2819665.500000 Penalty: 5005.055664
	Iteration 125Q: 3 clusters Score -2819666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2819691.250000 Penalty: 5005.055664
	Iteration 126Q: 3 clusters Score -2819691 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2819699.750000 Penalty: 5005.055664
	Iteration 127Q: 3 clusters Score -2819700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2819706.750000 Penalty: 5005.055664
	Iteration 128Q: 3 clusters Score -2819707 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2819722.250000 Penalty: 5005.055664
	Iteration 129Q: 3 clusters Score -2819722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2819732.000000 Penalty: 5005.055664
	Iteration 130Q: 3 clusters Score -2819732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2819738.250000 Penalty: 5005.055664
	Iteration 131Q: 3 clusters Score -2819738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2819747.250000 Penalty: 5005.055664
	Iteration 132Q: 3 clusters Score -2819747 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2819760.750000 Penalty: 5005.055664
	Iteration 133Q: 3 clusters Score -2819761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2819777.500000 Penalty: 5005.055664
	Iteration 134Q: 3 clusters Score -2819778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2819790.750000 Penalty: 5005.055664
	Iteration 135Q: 3 clusters Score -2819791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2819808.250000 Penalty: 5005.055664
	Iteration 136Q: 3 clusters Score -2819808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2819820.750000 Penalty: 5005.055664
	Iteration 137Q: 3 clusters Score -2819821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2819836.500000 Penalty: 5005.055664
	Iteration 138Q: 3 clusters Score -2819836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2819844.500000 Penalty: 5005.055664
	Iteration 139Q: 3 clusters Score -2819844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2819857.250000 Penalty: 5005.055664
	Iteration 140F: 3 clusters Score -2819857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2819859.500000 Penalty: 5005.055664
	Iteration 141Q: 3 clusters Score -2819860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2819876.250000 Penalty: 5005.055664
	Iteration 142Q: 3 clusters Score -2819876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -2819881.000000 Penalty: 5005.055664
	Iteration 143Q: 3 clusters Score -2819881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2819883.750000 Penalty: 5005.055664
	Iteration 144Q: 3 clusters Score -2819884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2819883.750000 Penalty: 5005.055664
	Iteration 145Q: 3 clusters Score -2819884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2819884.250000 Penalty: 5005.055664
	Iteration 146Q: 3 clusters Score -2819884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2819890.000000 Penalty: 5005.055664
	Iteration 147Q: 3 clusters Score -2819890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2819900.500000 Penalty: 5005.055664
	Iteration 148Q: 3 clusters Score -2819900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -2819904.250000 Penalty: 5005.055664
	Iteration 149Q: 3 clusters Score -2819904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2819905.250000 Penalty: 5005.055664
	Iteration 150Q: 3 clusters Score -2819905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2819915.000000 Penalty: 5005.055664
	Iteration 151Q: 3 clusters Score -2819915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2819915.750000 Penalty: 5005.055664
	Iteration 152Q: 3 clusters Score -2819916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2819915.500000 Penalty: 5005.055664
	Iteration 153Q: 3 clusters Score -2819916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -2819913.250000 Penalty: 5005.055664
	Iteration 154Q: 3 clusters Score -2819913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2819921.500000 Penalty: 5005.055664
	Iteration 155Q: 3 clusters Score -2819922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2819919.750000 Penalty: 5005.055664
	Iteration 156Q: 3 clusters Score -2819920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2819916.500000 Penalty: 5005.055664
	Iteration 157Q: 3 clusters Score -2819916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2819917.500000 Penalty: 5005.055664
	Iteration 158Q: 3 clusters Score -2819918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2819920.500000 Penalty: 5005.055664
	Iteration 159Q: 3 clusters Score -2819920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2819920.000000 Penalty: 5005.055664
	Iteration 160F: 3 clusters Score -2819920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2819923.000000 Penalty: 5005.055664
	Iteration 161Q: 3 clusters Score -2819923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2819923.000000 Penalty: 5005.055664
	Iteration 162F: 3 clusters Score -2819923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Entering Unmasked Estep 
Score: -7959445.500000 Penalty: 2737.630859
	Iteration 0F: 2 clusters Score -7959446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -7917674.000000 Penalty: 5475.261719
	Iteration 0F: 3 clusters Score -7917674 nChanged 29067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -7934141.500000 Penalty: 5475.261719
	Iteration 1F: 3 clusters Score -7934142 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -7934934.000000 Penalty: 5475.261719
	Iteration 2Q: 3 clusters Score -7934934 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -7935943.000000 Penalty: 5475.261719
	Iteration 3Q: 3 clusters Score -7935943 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -7937063.500000 Penalty: 5475.261719
	Iteration 4Q: 3 clusters Score -7937064 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -7938290.000000 Penalty: 5475.261719
	Iteration 5Q: 3 clusters Score -7938290 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -7939695.000000 Penalty: 5475.261719
	Iteration 6Q: 3 clusters Score -7939695 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -7941414.500000 Penalty: 5475.261719
	Iteration 7F: 3 clusters Score -7941414 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -7943276.500000 Penalty: 5475.261719
	Iteration 8F: 3 clusters Score -7943276 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -7945080.000000 Penalty: 5475.261719
	Iteration 9Q: 3 clusters Score -7945080 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -7946628.000000 Penalty: 5475.261719
	Iteration 10Q: 3 clusters Score -7946628 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -7947839.000000 Penalty: 5475.261719
	Iteration 11Q: 3 clusters Score -7947839 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -7948659.000000 Penalty: 5475.261719
	Iteration 12Q: 3 clusters Score -7948659 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -7949238.500000 Penalty: 5475.261719
	Iteration 13Q: 3 clusters Score -7949238 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -7949774.500000 Penalty: 5475.261719
	Iteration 14Q: 3 clusters Score -7949774 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -7950236.500000 Penalty: 5475.261719
	Iteration 15Q: 3 clusters Score -7950236 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -7950806.000000 Penalty: 5475.261719
	Iteration 16Q: 3 clusters Score -7950806 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -7951439.000000 Penalty: 5475.261719
	Iteration 17Q: 3 clusters Score -7951439 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -7952126.500000 Penalty: 5475.261719
	Iteration 18Q: 3 clusters Score -7952126 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -7952873.500000 Penalty: 5475.261719
	Iteration 19Q: 3 clusters Score -7952874 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -7953754.500000 Penalty: 5475.261719
	Iteration 20F: 3 clusters Score -7953754 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -7954598.000000 Penalty: 5475.261719
	Iteration 21Q: 3 clusters Score -7954598 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -7955419.000000 Penalty: 5475.261719
	Iteration 22Q: 3 clusters Score -7955419 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -7956138.500000 Penalty: 5475.261719
	Iteration 23Q: 3 clusters Score -7956138 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -7956755.500000 Penalty: 5475.261719
	Iteration 24Q: 3 clusters Score -7956756 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7957260.500000 Penalty: 5475.261719
	Iteration 25Q: 3 clusters Score -7957260 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7957550.000000 Penalty: 5475.261719
	Iteration 26Q: 3 clusters Score -7957550 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7957726.000000 Penalty: 5475.261719
	Iteration 27Q: 3 clusters Score -7957726 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7957845.000000 Penalty: 5475.261719
	Iteration 28Q: 3 clusters Score -7957845 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7957921.500000 Penalty: 5475.261719
	Iteration 29Q: 3 clusters Score -7957922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7957972.500000 Penalty: 5475.261719
	Iteration 30Q: 3 clusters Score -7957972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7957996.500000 Penalty: 5475.261719
	Iteration 31Q: 3 clusters Score -7957996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7958021.000000 Penalty: 5475.261719
	Iteration 32Q: 3 clusters Score -7958021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -7958035.500000 Penalty: 5475.261719
	Iteration 33Q: 3 clusters Score -7958036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7958033.500000 Penalty: 5475.261719
	Iteration 34Q: 3 clusters Score -7958034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7958038.500000 Penalty: 5475.261719
	Iteration 35Q: 3 clusters Score -7958038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7958038.500000 Penalty: 5475.261719
	Iteration 36Q: 3 clusters Score -7958038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7958037.000000 Penalty: 5475.261719
	Iteration 37Q: 3 clusters Score -7958037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7958042.000000 Penalty: 5475.261719
	Iteration 38Q: 3 clusters Score -7958042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7958047.500000 Penalty: 5475.261719
	Iteration 39Q: 3 clusters Score -7958048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7958059.000000 Penalty: 5475.261719
	Iteration 40F: 3 clusters Score -7958059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7958076.500000 Penalty: 5475.261719
	Iteration 41Q: 3 clusters Score -7958076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7958076.500000 Penalty: 5475.261719
	Iteration 42Q: 3 clusters Score -7958076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7958095.000000 Penalty: 5475.261719
	Iteration 43Q: 3 clusters Score -7958095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7958101.000000 Penalty: 5475.261719
	Iteration 44Q: 3 clusters Score -7958101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7958108.500000 Penalty: 5475.261719
	Iteration 45Q: 3 clusters Score -7958108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7958121.500000 Penalty: 5475.261719
	Iteration 46Q: 3 clusters Score -7958122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7958124.000000 Penalty: 5475.261719
	Iteration 47Q: 3 clusters Score -7958124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7958124.000000 Penalty: 5475.261719
	Iteration 48Q: 3 clusters Score -7958124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7958122.000000 Penalty: 5475.261719
	Iteration 49Q: 3 clusters Score -7958122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7958120.500000 Penalty: 5475.261719
	Iteration 50Q: 3 clusters Score -7958120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7958127.500000 Penalty: 5475.261719
	Iteration 51Q: 3 clusters Score -7958128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7958121.000000 Penalty: 5475.261719
	Iteration 52Q: 3 clusters Score -7958121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7958122.000000 Penalty: 5475.261719
	Iteration 53Q: 3 clusters Score -7958122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7958118.000000 Penalty: 5475.261719
	Iteration 54Q: 3 clusters Score -7958118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7958126.500000 Penalty: 5475.261719
	Iteration 55Q: 3 clusters Score -7958126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7958134.000000 Penalty: 5475.261719
	Iteration 56Q: 3 clusters Score -7958134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7958134.000000 Penalty: 5475.261719
	Iteration 57Q: 3 clusters Score -7958134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7958146.500000 Penalty: 5475.261719
	Iteration 58Q: 3 clusters Score -7958146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7958139.500000 Penalty: 5475.261719
	Iteration 59Q: 3 clusters Score -7958140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7958158.500000 Penalty: 5475.261719
	Iteration 60F: 3 clusters Score -7958158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7958153.500000 Penalty: 5475.261719
	Iteration 61Q: 3 clusters Score -7958154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7958150.500000 Penalty: 5475.261719
	Iteration 62Q: 3 clusters Score -7958150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7958158.000000 Penalty: 5475.261719
	Iteration 63Q: 3 clusters Score -7958158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7958152.500000 Penalty: 5475.261719
	Iteration 64Q: 3 clusters Score -7958152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7958150.000000 Penalty: 5475.261719
	Iteration 65Q: 3 clusters Score -7958150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7958150.000000 Penalty: 5475.261719
	Iteration 66F: 3 clusters Score -7958150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Entering Unmasked Estep 
Score: -2714335.750000 Penalty: 2471.903809
	Iteration 0F: 2 clusters Score -2714336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2699372.000000 Penalty: 4943.807617
	Iteration 0F: 3 clusters Score -2699372 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2704514.250000 Penalty: 4943.807617
	Iteration 1F: 3 clusters Score -2704514 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2704890.500000 Penalty: 4943.807617
	Iteration 2F: 3 clusters Score -2704890 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2705220.250000 Penalty: 4943.807617
	Iteration 3Q: 3 clusters Score -2705220 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2705521.500000 Penalty: 4943.807617
	Iteration 4Q: 3 clusters Score -2705522 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2705882.500000 Penalty: 4943.807617
	Iteration 5Q: 3 clusters Score -2705882 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2706422.750000 Penalty: 4943.807617
	Iteration 6Q: 3 clusters Score -2706423 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2707195.750000 Penalty: 4943.807617
	Iteration 7F: 3 clusters Score -2707196 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2708202.250000 Penalty: 4943.807617
	Iteration 8F: 3 clusters Score -2708202 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2709377.000000 Penalty: 4943.807617
	Iteration 9F: 3 clusters Score -2709377 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2710471.500000 Penalty: 4943.807617
	Iteration 10F: 3 clusters Score -2710472 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2711217.250000 Penalty: 4943.807617
	Iteration 11Q: 3 clusters Score -2711217 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2711670.750000 Penalty: 4943.807617
	Iteration 12Q: 3 clusters Score -2711671 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2711965.000000 Penalty: 4943.807617
	Iteration 13Q: 3 clusters Score -2711965 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2712160.250000 Penalty: 4943.807617
	Iteration 14Q: 3 clusters Score -2712160 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2712286.500000 Penalty: 4943.807617
	Iteration 15Q: 3 clusters Score -2712286 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2712383.000000 Penalty: 4943.807617
	Iteration 16Q: 3 clusters Score -2712383 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2712448.500000 Penalty: 4943.807617
	Iteration 17Q: 3 clusters Score -2712448 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2712500.500000 Penalty: 4943.807617
	Iteration 18Q: 3 clusters Score -2712500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2712540.000000 Penalty: 4943.807617
	Iteration 19Q: 3 clusters Score -2712540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2712551.250000 Penalty: 4943.807617
	Iteration 20F: 3 clusters Score -2712551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2712568.250000 Penalty: 4943.807617
	Iteration 21Q: 3 clusters Score -2712568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2712581.250000 Penalty: 4943.807617
	Iteration 22Q: 3 clusters Score -2712581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2712598.000000 Penalty: 4943.807617
	Iteration 23Q: 3 clusters Score -2712598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2712603.500000 Penalty: 4943.807617
	Iteration 24Q: 3 clusters Score -2712604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2712609.250000 Penalty: 4943.807617
	Iteration 25Q: 3 clusters Score -2712609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2712613.750000 Penalty: 4943.807617
	Iteration 26Q: 3 clusters Score -2712614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2712618.000000 Penalty: 4943.807617
	Iteration 27Q: 3 clusters Score -2712618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2712623.750000 Penalty: 4943.807617
	Iteration 28Q: 3 clusters Score -2712624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2712621.500000 Penalty: 4943.807617
	Iteration 29Q: 3 clusters Score -2712622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2712621.500000 Penalty: 4943.807617
	Iteration 30Q: 3 clusters Score -2712622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2712629.500000 Penalty: 4943.807617
	Iteration 31Q: 3 clusters Score -2712630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2712626.750000 Penalty: 4943.807617
	Iteration 32Q: 3 clusters Score -2712627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2712627.500000 Penalty: 4943.807617
	Iteration 33Q: 3 clusters Score -2712628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2712625.750000 Penalty: 4943.807617
	Iteration 34Q: 3 clusters Score -2712626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2712626.750000 Penalty: 4943.807617
	Iteration 35Q: 3 clusters Score -2712627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2712626.750000 Penalty: 4943.807617
	Iteration 36F: 3 clusters Score -2712627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Entering Unmasked Estep 
Score: -512422.781250 Penalty: 2065.156250
	Iteration 0F: 2 clusters Score -512422.8 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 2056 members 
Entering Unmasked Estep 
Score: -508478.281250 Penalty: 4130.312500
	Iteration 0F: 3 clusters Score -508478.3 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -509339.812500 Penalty: 4130.312500
	Iteration 1F: 3 clusters Score -509339.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -509565.562500 Penalty: 4130.312500
	Iteration 2F: 3 clusters Score -509565.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -509715.562500 Penalty: 4130.312500
	Iteration 3F: 3 clusters Score -509715.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -509834.125000 Penalty: 4130.312500
	Iteration 4Q: 3 clusters Score -509834.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -509942.812500 Penalty: 4130.312500
	Iteration 5Q: 3 clusters Score -509942.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -510041.875000 Penalty: 4130.312500
	Iteration 6Q: 3 clusters Score -510041.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -510152.250000 Penalty: 4130.312500
	Iteration 7Q: 3 clusters Score -510152.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -510244.156250 Penalty: 4130.312500
	Iteration 8Q: 3 clusters Score -510244.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -510346.125000 Penalty: 4130.312500
	Iteration 9Q: 3 clusters Score -510346.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -510424.781250 Penalty: 4130.312500
	Iteration 10Q: 3 clusters Score -510424.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -510483.718750 Penalty: 4130.312500
	Iteration 11Q: 3 clusters Score -510483.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -510551.000000 Penalty: 4130.312500
	Iteration 12Q: 3 clusters Score -510551 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -510617.718750 Penalty: 4130.312500
	Iteration 13Q: 3 clusters Score -510617.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -510684.906250 Penalty: 4130.312500
	Iteration 14Q: 3 clusters Score -510684.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -510738.468750 Penalty: 4130.312500
	Iteration 15Q: 3 clusters Score -510738.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -510779.375000 Penalty: 4130.312500
	Iteration 16Q: 3 clusters Score -510779.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -510803.593750 Penalty: 4130.312500
	Iteration 17Q: 3 clusters Score -510803.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -510816.562500 Penalty: 4130.312500
	Iteration 18Q: 3 clusters Score -510816.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -510829.781250 Penalty: 4130.312500
	Iteration 19Q: 3 clusters Score -510829.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -510843.500000 Penalty: 4130.312500
	Iteration 20F: 3 clusters Score -510843.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -510854.968750 Penalty: 4130.312500
	Iteration 21Q: 3 clusters Score -510855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -510864.593750 Penalty: 4130.312500
	Iteration 22Q: 3 clusters Score -510864.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -510867.937500 Penalty: 4130.312500
	Iteration 23Q: 3 clusters Score -510867.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -510872.000000 Penalty: 4130.312500
	Iteration 24Q: 3 clusters Score -510872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -510875.156250 Penalty: 4130.312500
	Iteration 25Q: 3 clusters Score -510875.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -510882.125000 Penalty: 4130.312500
	Iteration 26Q: 3 clusters Score -510882.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -510889.531250 Penalty: 4130.312500
	Iteration 27Q: 3 clusters Score -510889.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -510893.625000 Penalty: 4130.312500
	Iteration 28Q: 3 clusters Score -510893.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -510898.250000 Penalty: 4130.312500
	Iteration 29Q: 3 clusters Score -510898.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -510904.187500 Penalty: 4130.312500
	Iteration 30Q: 3 clusters Score -510904.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -510908.343750 Penalty: 4130.312500
	Iteration 31Q: 3 clusters Score -510908.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -510910.656250 Penalty: 4130.312500
	Iteration 32Q: 3 clusters Score -510910.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -510912.843750 Penalty: 4130.312500
	Iteration 33Q: 3 clusters Score -510912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -510914.937500 Penalty: 4130.312500
	Iteration 34Q: 3 clusters Score -510914.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -510921.593750 Penalty: 4130.312500
	Iteration 35Q: 3 clusters Score -510921.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -510930.093750 Penalty: 4130.312500
	Iteration 36Q: 3 clusters Score -510930.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -510935.312500 Penalty: 4130.312500
	Iteration 37Q: 3 clusters Score -510935.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -510940.343750 Penalty: 4130.312500
	Iteration 38Q: 3 clusters Score -510940.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -510946.218750 Penalty: 4130.312500
	Iteration 39Q: 3 clusters Score -510946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -510948.312500 Penalty: 4130.312500
	Iteration 40F: 3 clusters Score -510948.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -510949.593750 Penalty: 4130.312500
	Iteration 41Q: 3 clusters Score -510949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -510950.093750 Penalty: 4130.312500
	Iteration 42Q: 3 clusters Score -510950.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -510950.843750 Penalty: 4130.312500
	Iteration 43Q: 3 clusters Score -510950.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -510950.843750 Penalty: 4130.312500
	Iteration 44F: 3 clusters Score -510950.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Entering Unmasked Estep 
Score: -896475.812500 Penalty: 2211.393311
	Iteration 0F: 2 clusters Score -896475.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -890427.437500 Penalty: 4422.786621
	Iteration 0F: 3 clusters Score -890427.4 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -892181.687500 Penalty: 4422.786621
	Iteration 1F: 3 clusters Score -892181.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -892668.625000 Penalty: 4422.786621
	Iteration 2F: 3 clusters Score -892668.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -893177.312500 Penalty: 4422.786621
	Iteration 3F: 3 clusters Score -893177.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -893651.437500 Penalty: 4422.786621
	Iteration 4F: 3 clusters Score -893651.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -894081.937500 Penalty: 4422.786621
	Iteration 5F: 3 clusters Score -894081.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -894470.937500 Penalty: 4422.786621
	Iteration 6F: 3 clusters Score -894470.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -894761.312500 Penalty: 4422.786621
	Iteration 7Q: 3 clusters Score -894761.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -894952.750000 Penalty: 4422.786621
	Iteration 8Q: 3 clusters Score -894952.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -895105.937500 Penalty: 4422.786621
	Iteration 9Q: 3 clusters Score -895105.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -895226.125000 Penalty: 4422.786621
	Iteration 10Q: 3 clusters Score -895226.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -895335.312500 Penalty: 4422.786621
	Iteration 11Q: 3 clusters Score -895335.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -895393.562500 Penalty: 4422.786621
	Iteration 12Q: 3 clusters Score -895393.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -895434.562500 Penalty: 4422.786621
	Iteration 13Q: 3 clusters Score -895434.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -895468.125000 Penalty: 4422.786621
	Iteration 14Q: 3 clusters Score -895468.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -895492.187500 Penalty: 4422.786621
	Iteration 15Q: 3 clusters Score -895492.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -895510.625000 Penalty: 4422.786621
	Iteration 16Q: 3 clusters Score -895510.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -895521.000000 Penalty: 4422.786621
	Iteration 17Q: 3 clusters Score -895521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -895528.625000 Penalty: 4422.786621
	Iteration 18Q: 3 clusters Score -895528.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -895534.375000 Penalty: 4422.786621
	Iteration 19Q: 3 clusters Score -895534.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -895540.812500 Penalty: 4422.786621
	Iteration 20F: 3 clusters Score -895540.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -895542.750000 Penalty: 4422.786621
	Iteration 21Q: 3 clusters Score -895542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -895544.937500 Penalty: 4422.786621
	Iteration 22Q: 3 clusters Score -895544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -895544.500000 Penalty: 4422.786621
	Iteration 23Q: 3 clusters Score -895544.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -895544.500000 Penalty: 4422.786621
	Iteration 24F: 3 clusters Score -895544.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Entering Unmasked Estep 
Score: -1588108.125000 Penalty: 2353.073486
	Iteration 0F: 2 clusters Score -1588108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1578500.250000 Penalty: 4706.146973
	Iteration 0F: 3 clusters Score -1578500 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1581636.125000 Penalty: 4706.146973
	Iteration 1F: 3 clusters Score -1581636 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1582037.250000 Penalty: 4706.146973
	Iteration 2F: 3 clusters Score -1582037 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1582349.875000 Penalty: 4706.146973
	Iteration 3F: 3 clusters Score -1582350 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1582627.375000 Penalty: 4706.146973
	Iteration 4Q: 3 clusters Score -1582627 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1582869.125000 Penalty: 4706.146973
	Iteration 5Q: 3 clusters Score -1582869 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1583118.375000 Penalty: 4706.146973
	Iteration 6Q: 3 clusters Score -1583118 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1583351.125000 Penalty: 4706.146973
	Iteration 7Q: 3 clusters Score -1583351 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1583551.500000 Penalty: 4706.146973
	Iteration 8Q: 3 clusters Score -1583552 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1583762.875000 Penalty: 4706.146973
	Iteration 9Q: 3 clusters Score -1583763 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1583957.750000 Penalty: 4706.146973
	Iteration 10Q: 3 clusters Score -1583958 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1584128.250000 Penalty: 4706.146973
	Iteration 11Q: 3 clusters Score -1584128 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1584290.500000 Penalty: 4706.146973
	Iteration 12Q: 3 clusters Score -1584290 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1584434.500000 Penalty: 4706.146973
	Iteration 13Q: 3 clusters Score -1584434 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1584591.875000 Penalty: 4706.146973
	Iteration 14Q: 3 clusters Score -1584592 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1584733.750000 Penalty: 4706.146973
	Iteration 15Q: 3 clusters Score -1584734 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1584856.750000 Penalty: 4706.146973
	Iteration 16Q: 3 clusters Score -1584857 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1584987.125000 Penalty: 4706.146973
	Iteration 17Q: 3 clusters Score -1584987 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1585090.875000 Penalty: 4706.146973
	Iteration 18Q: 3 clusters Score -1585091 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1585180.375000 Penalty: 4706.146973
	Iteration 19Q: 3 clusters Score -1585180 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1585264.875000 Penalty: 4706.146973
	Iteration 20F: 3 clusters Score -1585265 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1585344.250000 Penalty: 4706.146973
	Iteration 21Q: 3 clusters Score -1585344 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1585408.750000 Penalty: 4706.146973
	Iteration 22Q: 3 clusters Score -1585409 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1585461.375000 Penalty: 4706.146973
	Iteration 23Q: 3 clusters Score -1585461 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1585520.750000 Penalty: 4706.146973
	Iteration 24Q: 3 clusters Score -1585521 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1585573.750000 Penalty: 4706.146973
	Iteration 25Q: 3 clusters Score -1585574 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1585624.875000 Penalty: 4706.146973
	Iteration 26Q: 3 clusters Score -1585625 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1585672.750000 Penalty: 4706.146973
	Iteration 27Q: 3 clusters Score -1585673 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1585720.625000 Penalty: 4706.146973
	Iteration 28Q: 3 clusters Score -1585721 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1585771.500000 Penalty: 4706.146973
	Iteration 29Q: 3 clusters Score -1585772 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1585819.125000 Penalty: 4706.146973
	Iteration 30Q: 3 clusters Score -1585819 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1585845.500000 Penalty: 4706.146973
	Iteration 31Q: 3 clusters Score -1585846 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1585884.625000 Penalty: 4706.146973
	Iteration 32Q: 3 clusters Score -1585885 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1585915.125000 Penalty: 4706.146973
	Iteration 33Q: 3 clusters Score -1585915 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1585958.625000 Penalty: 4706.146973
	Iteration 34Q: 3 clusters Score -1585959 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1586002.875000 Penalty: 4706.146973
	Iteration 35Q: 3 clusters Score -1586003 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1586046.625000 Penalty: 4706.146973
	Iteration 36Q: 3 clusters Score -1586047 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1586078.875000 Penalty: 4706.146973
	Iteration 37Q: 3 clusters Score -1586079 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1586108.000000 Penalty: 4706.146973
	Iteration 38Q: 3 clusters Score -1586108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1586141.000000 Penalty: 4706.146973
	Iteration 39Q: 3 clusters Score -1586141 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1586160.500000 Penalty: 4706.146973
	Iteration 40F: 3 clusters Score -1586160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1586177.500000 Penalty: 4706.146973
	Iteration 41Q: 3 clusters Score -1586178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1586187.375000 Penalty: 4706.146973
	Iteration 42Q: 3 clusters Score -1586187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1586194.875000 Penalty: 4706.146973
	Iteration 43Q: 3 clusters Score -1586195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1586201.250000 Penalty: 4706.146973
	Iteration 44Q: 3 clusters Score -1586201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1586213.875000 Penalty: 4706.146973
	Iteration 45Q: 3 clusters Score -1586214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1586217.375000 Penalty: 4706.146973
	Iteration 46Q: 3 clusters Score -1586217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1586224.000000 Penalty: 4706.146973
	Iteration 47Q: 3 clusters Score -1586224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1586227.250000 Penalty: 4706.146973
	Iteration 48Q: 3 clusters Score -1586227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1586224.750000 Penalty: 4706.146973
	Iteration 49Q: 3 clusters Score -1586225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1586227.375000 Penalty: 4706.146973
	Iteration 50Q: 3 clusters Score -1586227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1586227.125000 Penalty: 4706.146973
	Iteration 51Q: 3 clusters Score -1586227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1586229.500000 Penalty: 4706.146973
	Iteration 52Q: 3 clusters Score -1586230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1586235.375000 Penalty: 4706.146973
	Iteration 53Q: 3 clusters Score -1586235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1586236.875000 Penalty: 4706.146973
	Iteration 54Q: 3 clusters Score -1586237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1586236.625000 Penalty: 4706.146973
	Iteration 55Q: 3 clusters Score -1586237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1586241.750000 Penalty: 4706.146973
	Iteration 56Q: 3 clusters Score -1586242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1586243.625000 Penalty: 4706.146973
	Iteration 57Q: 3 clusters Score -1586244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1586252.500000 Penalty: 4706.146973
	Iteration 58Q: 3 clusters Score -1586252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1586258.250000 Penalty: 4706.146973
	Iteration 59Q: 3 clusters Score -1586258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1586269.625000 Penalty: 4706.146973
	Iteration 60F: 3 clusters Score -1586270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1586272.750000 Penalty: 4706.146973
	Iteration 61Q: 3 clusters Score -1586273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1586278.000000 Penalty: 4706.146973
	Iteration 62Q: 3 clusters Score -1586278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1586282.750000 Penalty: 4706.146973
	Iteration 63Q: 3 clusters Score -1586283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1586289.875000 Penalty: 4706.146973
	Iteration 64Q: 3 clusters Score -1586290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1586289.000000 Penalty: 4706.146973
	Iteration 65Q: 3 clusters Score -1586289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1586292.375000 Penalty: 4706.146973
	Iteration 66Q: 3 clusters Score -1586292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1586294.625000 Penalty: 4706.146973
	Iteration 67Q: 3 clusters Score -1586295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1586296.250000 Penalty: 4706.146973
	Iteration 68Q: 3 clusters Score -1586296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1586298.375000 Penalty: 4706.146973
	Iteration 69Q: 3 clusters Score -1586298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1586302.000000 Penalty: 4706.146973
	Iteration 70Q: 3 clusters Score -1586302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1586304.000000 Penalty: 4706.146973
	Iteration 71Q: 3 clusters Score -1586304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1586304.000000 Penalty: 4706.146973
	Iteration 72Q: 3 clusters Score -1586304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1586303.625000 Penalty: 4706.146973
	Iteration 73Q: 3 clusters Score -1586304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1586306.125000 Penalty: 4706.146973
	Iteration 74Q: 3 clusters Score -1586306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1586308.500000 Penalty: 4706.146973
	Iteration 75Q: 3 clusters Score -1586308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1586313.375000 Penalty: 4706.146973
	Iteration 76Q: 3 clusters Score -1586313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1586316.625000 Penalty: 4706.146973
	Iteration 77Q: 3 clusters Score -1586317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1586320.375000 Penalty: 4706.146973
	Iteration 78Q: 3 clusters Score -1586320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1586323.750000 Penalty: 4706.146973
	Iteration 79Q: 3 clusters Score -1586324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1586328.875000 Penalty: 4706.146973
	Iteration 80F: 3 clusters Score -1586329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1586329.875000 Penalty: 4706.146973
	Iteration 81Q: 3 clusters Score -1586330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1586333.375000 Penalty: 4706.146973
	Iteration 82Q: 3 clusters Score -1586333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1586334.875000 Penalty: 4706.146973
	Iteration 83Q: 3 clusters Score -1586335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1586340.000000 Penalty: 4706.146973
	Iteration 84Q: 3 clusters Score -1586340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1586344.875000 Penalty: 4706.146973
	Iteration 85Q: 3 clusters Score -1586345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1586347.750000 Penalty: 4706.146973
	Iteration 86Q: 3 clusters Score -1586348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1586350.125000 Penalty: 4706.146973
	Iteration 87Q: 3 clusters Score -1586350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1586351.500000 Penalty: 4706.146973
	Iteration 88Q: 3 clusters Score -1586352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1586351.875000 Penalty: 4706.146973
	Iteration 89Q: 3 clusters Score -1586352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1586352.625000 Penalty: 4706.146973
	Iteration 90Q: 3 clusters Score -1586353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1586355.000000 Penalty: 4706.146973
	Iteration 91Q: 3 clusters Score -1586355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1586355.000000 Penalty: 4706.146973
	Iteration 92F: 3 clusters Score -1586355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Entering Unmasked Estep 
Score: -1532049.750000 Penalty: 2343.049805
	Iteration 0F: 2 clusters Score -1532050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1522624.250000 Penalty: 4686.099609
	Iteration 0F: 3 clusters Score -1522624 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1525461.625000 Penalty: 4686.099609
	Iteration 1F: 3 clusters Score -1525462 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1525792.000000 Penalty: 4686.099609
	Iteration 2F: 3 clusters Score -1525792 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1526029.500000 Penalty: 4686.099609
	Iteration 3Q: 3 clusters Score -1526030 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1526228.750000 Penalty: 4686.099609
	Iteration 4Q: 3 clusters Score -1526229 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1526428.375000 Penalty: 4686.099609
	Iteration 5Q: 3 clusters Score -1526428 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1526635.250000 Penalty: 4686.099609
	Iteration 6Q: 3 clusters Score -1526635 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1526909.625000 Penalty: 4686.099609
	Iteration 7Q: 3 clusters Score -1526910 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1527261.000000 Penalty: 4686.099609
	Iteration 8Q: 3 clusters Score -1527261 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1527665.000000 Penalty: 4686.099609
	Iteration 9Q: 3 clusters Score -1527665 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1528133.750000 Penalty: 4686.099609
	Iteration 10Q: 3 clusters Score -1528134 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1528677.875000 Penalty: 4686.099609
	Iteration 11Q: 3 clusters Score -1528678 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1529238.250000 Penalty: 4686.099609
	Iteration 12F: 3 clusters Score -1529238 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1529738.625000 Penalty: 4686.099609
	Iteration 13Q: 3 clusters Score -1529739 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1530126.875000 Penalty: 4686.099609
	Iteration 14Q: 3 clusters Score -1530127 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1530415.000000 Penalty: 4686.099609
	Iteration 15Q: 3 clusters Score -1530415 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1530612.625000 Penalty: 4686.099609
	Iteration 16Q: 3 clusters Score -1530613 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1530713.375000 Penalty: 4686.099609
	Iteration 17Q: 3 clusters Score -1530713 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1530794.375000 Penalty: 4686.099609
	Iteration 18Q: 3 clusters Score -1530794 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1530883.375000 Penalty: 4686.099609
	Iteration 19Q: 3 clusters Score -1530883 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1530972.375000 Penalty: 4686.099609
	Iteration 20F: 3 clusters Score -1530972 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1531073.625000 Penalty: 4686.099609
	Iteration 21Q: 3 clusters Score -1531074 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1531156.250000 Penalty: 4686.099609
	Iteration 22Q: 3 clusters Score -1531156 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1531198.875000 Penalty: 4686.099609
	Iteration 23Q: 3 clusters Score -1531199 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1531224.000000 Penalty: 4686.099609
	Iteration 24Q: 3 clusters Score -1531224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1531240.125000 Penalty: 4686.099609
	Iteration 25Q: 3 clusters Score -1531240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1531249.125000 Penalty: 4686.099609
	Iteration 26Q: 3 clusters Score -1531249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1531254.250000 Penalty: 4686.099609
	Iteration 27Q: 3 clusters Score -1531254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1531254.625000 Penalty: 4686.099609
	Iteration 28Q: 3 clusters Score -1531255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1531254.375000 Penalty: 4686.099609
	Iteration 29Q: 3 clusters Score -1531254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1531259.250000 Penalty: 4686.099609
	Iteration 30Q: 3 clusters Score -1531259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1531258.125000 Penalty: 4686.099609
	Iteration 31Q: 3 clusters Score -1531258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1531258.625000 Penalty: 4686.099609
	Iteration 32Q: 3 clusters Score -1531259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1531264.500000 Penalty: 4686.099609
	Iteration 33Q: 3 clusters Score -1531264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1531261.375000 Penalty: 4686.099609
	Iteration 34Q: 3 clusters Score -1531261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1531265.250000 Penalty: 4686.099609
	Iteration 35Q: 3 clusters Score -1531265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1531261.125000 Penalty: 4686.099609
	Iteration 36Q: 3 clusters Score -1531261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1531263.500000 Penalty: 4686.099609
	Iteration 37Q: 3 clusters Score -1531264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1531264.125000 Penalty: 4686.099609
	Iteration 38Q: 3 clusters Score -1531264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1531262.375000 Penalty: 4686.099609
	Iteration 39Q: 3 clusters Score -1531262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1531262.375000 Penalty: 4686.099609
	Iteration 40F: 3 clusters Score -1531262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -71638.507812 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -71638.51 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 334 members 
Entering Unmasked Estep 
Score: -70053.085938 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -70053.09 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70355.718750 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -70355.72 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70478.890625 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -70478.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70563.617188 Penalty: 3230.562256
	Iteration 3Q: 3 clusters Score -70563.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70650.546875 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -70650.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70831.875000 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -70831.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71101.492188 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -71101.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -71167.890625 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -71167.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71292.273438 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -71292.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71326.015625 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -71326.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71352.445312 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -71352.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71371.687500 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -71371.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71407.257812 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -71407.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71445.820312 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -71445.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71469.156250 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -71469.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71485.585938 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -71485.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71513.031250 Penalty: 3230.562256
	Iteration 16Q: 3 clusters Score -71513.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71543.445312 Penalty: 3230.562256
	Iteration 17Q: 3 clusters Score -71543.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71566.828125 Penalty: 3230.562256
	Iteration 18Q: 3 clusters Score -71566.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71597.453125 Penalty: 3230.562256
	Iteration 19Q: 3 clusters Score -71597.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71629.210938 Penalty: 3230.562256
	Iteration 20F: 3 clusters Score -71629.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71682.304688 Penalty: 3230.562256
	Iteration 21Q: 3 clusters Score -71682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71686.507812 Penalty: 3230.562256
	Iteration 22Q: 3 clusters Score -71686.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71686.507812 Penalty: 3230.562256
	Iteration 23F: 3 clusters Score -71686.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 29400 members 
Mstep: Class 3 contains 53951 members 
Mstep: Class 4 contains 285985 members 
Mstep: Class 5 contains 43039 members 
Mstep: Class 6 contains 45193 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104853 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14233 members 
Mstep: Class 11 contains 40908 members 
Mstep: Class 12 contains 136337 members 
Mstep: Class 13 contains 34872 members 
Mstep: Class 14 contains 6291 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100738 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24121 members 
Mstep: Class 19 contains 62245 members 
Mstep: Class 20 contains 21319 members 
Mstep: Class 21 contains 4135 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13203 members 
Mstep: Class 24 contains 12680 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97722 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 220 members 
Entering Unmasked Estep 
Score: -157739360.000000 Penalty: 111509.140625
Splitting cluster 25 changes total score from -157740928.000000 to -157739360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Entering Unmasked Estep 
Score: -470718.531250 Penalty: 2075.493408
	Iteration 0F: 2 clusters Score -470718.5 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 2143 members 
Entering Unmasked Estep 
Score: -466687.062500 Penalty: 4150.986816
	Iteration 0F: 3 clusters Score -466687.1 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -467780.437500 Penalty: 4150.986816
	Iteration 1F: 3 clusters Score -467780.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -468130.750000 Penalty: 4150.986816
	Iteration 2F: 3 clusters Score -468130.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -468391.562500 Penalty: 4150.986816
	Iteration 3F: 3 clusters Score -468391.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -468621.312500 Penalty: 4150.986816
	Iteration 4F: 3 clusters Score -468621.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -468823.000000 Penalty: 4150.986816
	Iteration 5F: 3 clusters Score -468823 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -468966.968750 Penalty: 4150.986816
	Iteration 6Q: 3 clusters Score -468967 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -469054.250000 Penalty: 4150.986816
	Iteration 7Q: 3 clusters Score -469054.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -469118.718750 Penalty: 4150.986816
	Iteration 8Q: 3 clusters Score -469118.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -469161.187500 Penalty: 4150.986816
	Iteration 9Q: 3 clusters Score -469161.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -469191.625000 Penalty: 4150.986816
	Iteration 10Q: 3 clusters Score -469191.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -469213.843750 Penalty: 4150.986816
	Iteration 11Q: 3 clusters Score -469213.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -469236.875000 Penalty: 4150.986816
	Iteration 12Q: 3 clusters Score -469236.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -469260.406250 Penalty: 4150.986816
	Iteration 13Q: 3 clusters Score -469260.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -469275.031250 Penalty: 4150.986816
	Iteration 14Q: 3 clusters Score -469275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -469289.750000 Penalty: 4150.986816
	Iteration 15Q: 3 clusters Score -469289.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -469302.718750 Penalty: 4150.986816
	Iteration 16Q: 3 clusters Score -469302.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -469318.500000 Penalty: 4150.986816
	Iteration 17Q: 3 clusters Score -469318.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -469336.937500 Penalty: 4150.986816
	Iteration 18Q: 3 clusters Score -469336.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -469358.562500 Penalty: 4150.986816
	Iteration 19Q: 3 clusters Score -469358.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -469380.218750 Penalty: 4150.986816
	Iteration 20F: 3 clusters Score -469380.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -469394.250000 Penalty: 4150.986816
	Iteration 21Q: 3 clusters Score -469394.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -469403.468750 Penalty: 4150.986816
	Iteration 22Q: 3 clusters Score -469403.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -469412.000000 Penalty: 4150.986816
	Iteration 23Q: 3 clusters Score -469412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -469419.281250 Penalty: 4150.986816
	Iteration 24Q: 3 clusters Score -469419.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -469423.062500 Penalty: 4150.986816
	Iteration 25Q: 3 clusters Score -469423.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -469424.687500 Penalty: 4150.986816
	Iteration 26Q: 3 clusters Score -469424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -469427.093750 Penalty: 4150.986816
	Iteration 27Q: 3 clusters Score -469427.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -469428.968750 Penalty: 4150.986816
	Iteration 28Q: 3 clusters Score -469429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -469430.937500 Penalty: 4150.986816
	Iteration 29Q: 3 clusters Score -469430.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -469436.312500 Penalty: 4150.986816
	Iteration 30Q: 3 clusters Score -469436.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -469441.343750 Penalty: 4150.986816
	Iteration 31Q: 3 clusters Score -469441.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -469446.343750 Penalty: 4150.986816
	Iteration 32Q: 3 clusters Score -469446.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -469454.468750 Penalty: 4150.986816
	Iteration 33Q: 3 clusters Score -469454.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -469464.406250 Penalty: 4150.986816
	Iteration 34Q: 3 clusters Score -469464.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -469471.250000 Penalty: 4150.986816
	Iteration 35Q: 3 clusters Score -469471.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -469476.406250 Penalty: 4150.986816
	Iteration 36Q: 3 clusters Score -469476.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -469480.968750 Penalty: 4150.986816
	Iteration 37Q: 3 clusters Score -469481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -469483.500000 Penalty: 4150.986816
	Iteration 38Q: 3 clusters Score -469483.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -469487.562500 Penalty: 4150.986816
	Iteration 39Q: 3 clusters Score -469487.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -469488.437500 Penalty: 4150.986816
	Iteration 40F: 3 clusters Score -469488.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -469489.625000 Penalty: 4150.986816
	Iteration 41Q: 3 clusters Score -469489.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -469490.250000 Penalty: 4150.986816
	Iteration 42Q: 3 clusters Score -469490.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -469490.250000 Penalty: 4150.986816
	Iteration 43F: 3 clusters Score -469490.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Entering Unmasked Estep 
Score: -2027626.875000 Penalty: 2403.668457
	Iteration 0F: 2 clusters Score -2027627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2016052.000000 Penalty: 4807.336914
	Iteration 0F: 3 clusters Score -2016052 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2019917.375000 Penalty: 4807.336914
	Iteration 1F: 3 clusters Score -2019917 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2020351.625000 Penalty: 4807.336914
	Iteration 2F: 3 clusters Score -2020352 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2020706.625000 Penalty: 4807.336914
	Iteration 3F: 3 clusters Score -2020707 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2021046.250000 Penalty: 4807.336914
	Iteration 4Q: 3 clusters Score -2021046 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2021389.750000 Penalty: 4807.336914
	Iteration 5Q: 3 clusters Score -2021390 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2021761.250000 Penalty: 4807.336914
	Iteration 6Q: 3 clusters Score -2021761 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2022135.250000 Penalty: 4807.336914
	Iteration 7Q: 3 clusters Score -2022135 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2022547.000000 Penalty: 4807.336914
	Iteration 8Q: 3 clusters Score -2022547 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2022936.875000 Penalty: 4807.336914
	Iteration 9Q: 3 clusters Score -2022937 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2023274.375000 Penalty: 4807.336914
	Iteration 10Q: 3 clusters Score -2023274 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2023590.875000 Penalty: 4807.336914
	Iteration 11Q: 3 clusters Score -2023591 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2023877.000000 Penalty: 4807.336914
	Iteration 12Q: 3 clusters Score -2023877 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2024179.250000 Penalty: 4807.336914
	Iteration 13Q: 3 clusters Score -2024179 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2024442.625000 Penalty: 4807.336914
	Iteration 14Q: 3 clusters Score -2024443 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2024724.250000 Penalty: 4807.336914
	Iteration 15Q: 3 clusters Score -2024724 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2025020.250000 Penalty: 4807.336914
	Iteration 16Q: 3 clusters Score -2025020 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2025239.875000 Penalty: 4807.336914
	Iteration 17Q: 3 clusters Score -2025240 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2025341.250000 Penalty: 4807.336914
	Iteration 18Q: 3 clusters Score -2025341 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2025423.625000 Penalty: 4807.336914
	Iteration 19Q: 3 clusters Score -2025424 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2025500.750000 Penalty: 4807.336914
	Iteration 20F: 3 clusters Score -2025501 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2025568.750000 Penalty: 4807.336914
	Iteration 21Q: 3 clusters Score -2025569 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2025618.375000 Penalty: 4807.336914
	Iteration 22Q: 3 clusters Score -2025618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2025664.125000 Penalty: 4807.336914
	Iteration 23Q: 3 clusters Score -2025664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2025695.125000 Penalty: 4807.336914
	Iteration 24Q: 3 clusters Score -2025695 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2025721.125000 Penalty: 4807.336914
	Iteration 25Q: 3 clusters Score -2025721 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2025750.125000 Penalty: 4807.336914
	Iteration 26Q: 3 clusters Score -2025750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2025758.500000 Penalty: 4807.336914
	Iteration 27Q: 3 clusters Score -2025758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2025772.500000 Penalty: 4807.336914
	Iteration 28Q: 3 clusters Score -2025772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2025783.250000 Penalty: 4807.336914
	Iteration 29Q: 3 clusters Score -2025783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2025781.375000 Penalty: 4807.336914
	Iteration 30Q: 3 clusters Score -2025781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2025784.875000 Penalty: 4807.336914
	Iteration 31Q: 3 clusters Score -2025785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2025787.000000 Penalty: 4807.336914
	Iteration 32Q: 3 clusters Score -2025787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2025790.000000 Penalty: 4807.336914
	Iteration 33Q: 3 clusters Score -2025790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2025791.875000 Penalty: 4807.336914
	Iteration 34Q: 3 clusters Score -2025792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2025794.750000 Penalty: 4807.336914
	Iteration 35Q: 3 clusters Score -2025795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2025792.500000 Penalty: 4807.336914
	Iteration 36Q: 3 clusters Score -2025792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2025790.750000 Penalty: 4807.336914
	Iteration 37Q: 3 clusters Score -2025791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2025790.250000 Penalty: 4807.336914
	Iteration 38Q: 3 clusters Score -2025790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2025792.000000 Penalty: 4807.336914
	Iteration 39Q: 3 clusters Score -2025792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2025792.625000 Penalty: 4807.336914
	Iteration 40F: 3 clusters Score -2025793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2025793.750000 Penalty: 4807.336914
	Iteration 41Q: 3 clusters Score -2025794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2025796.375000 Penalty: 4807.336914
	Iteration 42Q: 3 clusters Score -2025796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2025795.250000 Penalty: 4807.336914
	Iteration 43Q: 3 clusters Score -2025795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2025797.125000 Penalty: 4807.336914
	Iteration 44Q: 3 clusters Score -2025797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2025796.250000 Penalty: 4807.336914
	Iteration 45Q: 3 clusters Score -2025796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2025796.250000 Penalty: 4807.336914
	Iteration 46F: 3 clusters Score -2025796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Entering Unmasked Estep 
Score: -1180078.375000 Penalty: 2273.704590
	Iteration 0F: 2 clusters Score -1180078 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 4706 members 
Entering Unmasked Estep 
Score: -1172666.250000 Penalty: 4547.409180
	Iteration 0F: 3 clusters Score -1172666 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1174899.250000 Penalty: 4547.409180
	Iteration 1F: 3 clusters Score -1174899 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1175273.375000 Penalty: 4547.409180
	Iteration 2F: 3 clusters Score -1175273 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1175566.375000 Penalty: 4547.409180
	Iteration 3F: 3 clusters Score -1175566 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1175855.000000 Penalty: 4547.409180
	Iteration 4F: 3 clusters Score -1175855 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1176097.375000 Penalty: 4547.409180
	Iteration 5Q: 3 clusters Score -1176097 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1176330.625000 Penalty: 4547.409180
	Iteration 6Q: 3 clusters Score -1176331 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1176544.375000 Penalty: 4547.409180
	Iteration 7Q: 3 clusters Score -1176544 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1176716.750000 Penalty: 4547.409180
	Iteration 8Q: 3 clusters Score -1176717 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1176905.000000 Penalty: 4547.409180
	Iteration 9Q: 3 clusters Score -1176905 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1177100.750000 Penalty: 4547.409180
	Iteration 10Q: 3 clusters Score -1177101 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1177272.625000 Penalty: 4547.409180
	Iteration 11Q: 3 clusters Score -1177273 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1177423.750000 Penalty: 4547.409180
	Iteration 12Q: 3 clusters Score -1177424 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1177567.375000 Penalty: 4547.409180
	Iteration 13Q: 3 clusters Score -1177567 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1177680.875000 Penalty: 4547.409180
	Iteration 14Q: 3 clusters Score -1177681 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1177766.875000 Penalty: 4547.409180
	Iteration 15Q: 3 clusters Score -1177767 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1177837.000000 Penalty: 4547.409180
	Iteration 16Q: 3 clusters Score -1177837 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1177898.375000 Penalty: 4547.409180
	Iteration 17Q: 3 clusters Score -1177898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1177945.375000 Penalty: 4547.409180
	Iteration 18Q: 3 clusters Score -1177945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1177990.625000 Penalty: 4547.409180
	Iteration 19Q: 3 clusters Score -1177991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1178023.625000 Penalty: 4547.409180
	Iteration 20F: 3 clusters Score -1178024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1178065.625000 Penalty: 4547.409180
	Iteration 21Q: 3 clusters Score -1178066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1178107.250000 Penalty: 4547.409180
	Iteration 22Q: 3 clusters Score -1178107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1178145.750000 Penalty: 4547.409180
	Iteration 23Q: 3 clusters Score -1178146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1178189.875000 Penalty: 4547.409180
	Iteration 24Q: 3 clusters Score -1178190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1178223.250000 Penalty: 4547.409180
	Iteration 25Q: 3 clusters Score -1178223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1178272.000000 Penalty: 4547.409180
	Iteration 26Q: 3 clusters Score -1178272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1178339.500000 Penalty: 4547.409180
	Iteration 27Q: 3 clusters Score -1178340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1178428.125000 Penalty: 4547.409180
	Iteration 28Q: 3 clusters Score -1178428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1178522.625000 Penalty: 4547.409180
	Iteration 29Q: 3 clusters Score -1178523 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1178583.250000 Penalty: 4547.409180
	Iteration 30Q: 3 clusters Score -1178583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1178624.750000 Penalty: 4547.409180
	Iteration 31Q: 3 clusters Score -1178625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1178658.625000 Penalty: 4547.409180
	Iteration 32Q: 3 clusters Score -1178659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1178676.625000 Penalty: 4547.409180
	Iteration 33Q: 3 clusters Score -1178677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1178687.625000 Penalty: 4547.409180
	Iteration 34Q: 3 clusters Score -1178688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1178696.625000 Penalty: 4547.409180
	Iteration 35Q: 3 clusters Score -1178697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1178701.750000 Penalty: 4547.409180
	Iteration 36Q: 3 clusters Score -1178702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1178709.375000 Penalty: 4547.409180
	Iteration 37Q: 3 clusters Score -1178709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1178726.125000 Penalty: 4547.409180
	Iteration 38Q: 3 clusters Score -1178726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1178733.750000 Penalty: 4547.409180
	Iteration 39Q: 3 clusters Score -1178734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1178736.750000 Penalty: 4547.409180
	Iteration 40F: 3 clusters Score -1178737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1178744.750000 Penalty: 4547.409180
	Iteration 41Q: 3 clusters Score -1178745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1178749.750000 Penalty: 4547.409180
	Iteration 42Q: 3 clusters Score -1178750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1178753.500000 Penalty: 4547.409180
	Iteration 43Q: 3 clusters Score -1178754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1178756.125000 Penalty: 4547.409180
	Iteration 44Q: 3 clusters Score -1178756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1178757.125000 Penalty: 4547.409180
	Iteration 45Q: 3 clusters Score -1178757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1178760.375000 Penalty: 4547.409180
	Iteration 46Q: 3 clusters Score -1178760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1178759.875000 Penalty: 4547.409180
	Iteration 47Q: 3 clusters Score -1178760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1178759.875000 Penalty: 4547.409180
	Iteration 48F: 3 clusters Score -1178760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -461193.906250 Penalty: 2060.127441
	Iteration 0F: 2 clusters Score -461193.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -457244.531250 Penalty: 4120.254883
	Iteration 0F: 3 clusters Score -457244.5 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -458367.343750 Penalty: 4120.254883
	Iteration 1F: 3 clusters Score -458367.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -458800.187500 Penalty: 4120.254883
	Iteration 2F: 3 clusters Score -458800.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -459119.968750 Penalty: 4120.254883
	Iteration 3F: 3 clusters Score -459120 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -459342.093750 Penalty: 4120.254883
	Iteration 4F: 3 clusters Score -459342.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -459497.687500 Penalty: 4120.254883
	Iteration 5Q: 3 clusters Score -459497.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -459610.843750 Penalty: 4120.254883
	Iteration 6Q: 3 clusters Score -459610.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -459682.031250 Penalty: 4120.254883
	Iteration 7Q: 3 clusters Score -459682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -459734.000000 Penalty: 4120.254883
	Iteration 8Q: 3 clusters Score -459734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -459795.531250 Penalty: 4120.254883
	Iteration 9Q: 3 clusters Score -459795.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -459851.625000 Penalty: 4120.254883
	Iteration 10Q: 3 clusters Score -459851.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -459885.062500 Penalty: 4120.254883
	Iteration 11Q: 3 clusters Score -459885.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -459909.343750 Penalty: 4120.254883
	Iteration 12Q: 3 clusters Score -459909.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -459934.218750 Penalty: 4120.254883
	Iteration 13Q: 3 clusters Score -459934.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -459961.187500 Penalty: 4120.254883
	Iteration 14Q: 3 clusters Score -459961.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -459987.281250 Penalty: 4120.254883
	Iteration 15Q: 3 clusters Score -459987.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -460013.406250 Penalty: 4120.254883
	Iteration 16Q: 3 clusters Score -460013.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -460031.250000 Penalty: 4120.254883
	Iteration 17Q: 3 clusters Score -460031.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -460049.718750 Penalty: 4120.254883
	Iteration 18Q: 3 clusters Score -460049.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -460067.562500 Penalty: 4120.254883
	Iteration 19Q: 3 clusters Score -460067.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -460081.156250 Penalty: 4120.254883
	Iteration 20F: 3 clusters Score -460081.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -460102.593750 Penalty: 4120.254883
	Iteration 21Q: 3 clusters Score -460102.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -460115.218750 Penalty: 4120.254883
	Iteration 22Q: 3 clusters Score -460115.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -460125.312500 Penalty: 4120.254883
	Iteration 23Q: 3 clusters Score -460125.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -460132.093750 Penalty: 4120.254883
	Iteration 24Q: 3 clusters Score -460132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -460138.437500 Penalty: 4120.254883
	Iteration 25Q: 3 clusters Score -460138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -460141.718750 Penalty: 4120.254883
	Iteration 26Q: 3 clusters Score -460141.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -460144.093750 Penalty: 4120.254883
	Iteration 27Q: 3 clusters Score -460144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -460144.781250 Penalty: 4120.254883
	Iteration 28Q: 3 clusters Score -460144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -460147.843750 Penalty: 4120.254883
	Iteration 29Q: 3 clusters Score -460147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -460149.687500 Penalty: 4120.254883
	Iteration 30Q: 3 clusters Score -460149.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -460150.093750 Penalty: 4120.254883
	Iteration 31Q: 3 clusters Score -460150.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -460150.093750 Penalty: 4120.254883
	Iteration 32F: 3 clusters Score -460150.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (97722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97722 members 
Entering Unmasked Estep 
Score: -12533051.000000 Penalty: 2849.490723
	Iteration 0F: 2 clusters Score -1.253305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -12467598.000000 Penalty: 5698.981445
	Iteration 0F: 3 clusters Score -1.24676e+07 nChanged 46294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -12494145.000000 Penalty: 5698.981445
	Iteration 1F: 3 clusters Score -1.249414e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -12495288.000000 Penalty: 5698.981445
	Iteration 2Q: 3 clusters Score -1.249529e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -12496955.000000 Penalty: 5698.981445
	Iteration 3Q: 3 clusters Score -1.249696e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -12499361.000000 Penalty: 5698.981445
	Iteration 4Q: 3 clusters Score -1.249936e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -12503066.000000 Penalty: 5698.981445
	Iteration 5F: 3 clusters Score -1.250307e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 68415 members 
Entering Unmasked Estep 
Score: -12508273.000000 Penalty: 5698.981445
	Iteration 6F: 3 clusters Score -1.250827e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
Score: -12514436.000000 Penalty: 5698.981445
	Iteration 7F: 3 clusters Score -1.251444e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
Score: -12519494.000000 Penalty: 5698.981445
	Iteration 8F: 3 clusters Score -1.251949e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 79397 members 
Entering Unmasked Estep 
Score: -12522777.000000 Penalty: 5698.981445
	Iteration 9Q: 3 clusters Score -1.252278e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -12524769.000000 Penalty: 5698.981445
	Iteration 10Q: 3 clusters Score -1.252477e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -12525985.000000 Penalty: 5698.981445
	Iteration 11Q: 3 clusters Score -1.252598e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -12526807.000000 Penalty: 5698.981445
	Iteration 12Q: 3 clusters Score -1.252681e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 84290 members 
Entering Unmasked Estep 
Score: -12527345.000000 Penalty: 5698.981445
	Iteration 13Q: 3 clusters Score -1.252734e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 85302 members 
Entering Unmasked Estep 
Score: -12527797.000000 Penalty: 5698.981445
	Iteration 14Q: 3 clusters Score -1.25278e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -12528207.000000 Penalty: 5698.981445
	Iteration 15Q: 3 clusters Score -1.252821e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -12528587.000000 Penalty: 5698.981445
	Iteration 16Q: 3 clusters Score -1.252859e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 88132 members 
Entering Unmasked Estep 
Score: -12528911.000000 Penalty: 5698.981445
	Iteration 17Q: 3 clusters Score -1.252891e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -12529153.000000 Penalty: 5698.981445
	Iteration 18Q: 3 clusters Score -1.252915e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 89803 members 
Entering Unmasked Estep 
Score: -12529414.000000 Penalty: 5698.981445
	Iteration 19Q: 3 clusters Score -1.252941e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 90532 members 
Entering Unmasked Estep 
Score: -12529643.000000 Penalty: 5698.981445
	Iteration 20F: 3 clusters Score -1.252964e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 91147 members 
Entering Unmasked Estep 
Score: -12529819.000000 Penalty: 5698.981445
	Iteration 21Q: 3 clusters Score -1.252982e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -12529968.000000 Penalty: 5698.981445
	Iteration 22Q: 3 clusters Score -1.252997e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 92190 members 
Entering Unmasked Estep 
Score: -12530117.000000 Penalty: 5698.981445
	Iteration 23Q: 3 clusters Score -1.253012e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 92613 members 
Entering Unmasked Estep 
Score: -12530235.000000 Penalty: 5698.981445
	Iteration 24Q: 3 clusters Score -1.253024e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 92975 members 
Entering Unmasked Estep 
Score: -12530352.000000 Penalty: 5698.981445
	Iteration 25Q: 3 clusters Score -1.253035e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -12530481.000000 Penalty: 5698.981445
	Iteration 26Q: 3 clusters Score -1.253048e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -12530564.000000 Penalty: 5698.981445
	Iteration 27Q: 3 clusters Score -1.253056e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -12530647.000000 Penalty: 5698.981445
	Iteration 28Q: 3 clusters Score -1.253065e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 94009 members 
Entering Unmasked Estep 
Score: -12530696.000000 Penalty: 5698.981445
	Iteration 29Q: 3 clusters Score -1.25307e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 94182 members 
Entering Unmasked Estep 
Score: -12530750.000000 Penalty: 5698.981445
	Iteration 30Q: 3 clusters Score -1.253075e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 94328 members 
Entering Unmasked Estep 
Score: -12530771.000000 Penalty: 5698.981445
	Iteration 31Q: 3 clusters Score -1.253077e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -12530779.000000 Penalty: 5698.981445
	Iteration 32Q: 3 clusters Score -1.253078e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 94562 members 
Entering Unmasked Estep 
Score: -12530803.000000 Penalty: 5698.981445
	Iteration 33Q: 3 clusters Score -1.25308e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -12530836.000000 Penalty: 5698.981445
	Iteration 34Q: 3 clusters Score -1.253084e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -12530858.000000 Penalty: 5698.981445
	Iteration 35Q: 3 clusters Score -1.253086e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
Score: -12530879.000000 Penalty: 5698.981445
	Iteration 36Q: 3 clusters Score -1.253088e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 94870 members 
Entering Unmasked Estep 
Score: -12530861.000000 Penalty: 5698.981445
	Iteration 37Q: 3 clusters Score -1.253086e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -12530897.000000 Penalty: 5698.981445
	Iteration 38Q: 3 clusters Score -1.25309e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -12530905.000000 Penalty: 5698.981445
	Iteration 39Q: 3 clusters Score -1.25309e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -12530910.000000 Penalty: 5698.981445
	Iteration 40F: 3 clusters Score -1.253091e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 95067 members 
Entering Unmasked Estep 
Score: -12530913.000000 Penalty: 5698.981445
	Iteration 41Q: 3 clusters Score -1.253091e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -12530903.000000 Penalty: 5698.981445
	Iteration 42Q: 3 clusters Score -1.25309e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -12530901.000000 Penalty: 5698.981445
	Iteration 43Q: 3 clusters Score -1.25309e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 95152 members 
Entering Unmasked Estep 
Score: -12530906.000000 Penalty: 5698.981445
	Iteration 44Q: 3 clusters Score -1.253091e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 95181 members 
Entering Unmasked Estep 
Score: -12530920.000000 Penalty: 5698.981445
	Iteration 45Q: 3 clusters Score -1.253092e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 95215 members 
Entering Unmasked Estep 
Score: -12530927.000000 Penalty: 5698.981445
	Iteration 46Q: 3 clusters Score -1.253093e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 95249 members 
Entering Unmasked Estep 
Score: -12530968.000000 Penalty: 5698.981445
	Iteration 47Q: 3 clusters Score -1.253097e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 95281 members 
Entering Unmasked Estep 
Score: -12530957.000000 Penalty: 5698.981445
	Iteration 48Q: 3 clusters Score -1.253096e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -12530976.000000 Penalty: 5698.981445
	Iteration 49Q: 3 clusters Score -1.253098e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 95344 members 
Entering Unmasked Estep 
Score: -12530985.000000 Penalty: 5698.981445
	Iteration 50Q: 3 clusters Score -1.253098e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 95367 members 
Entering Unmasked Estep 
Score: -12530973.000000 Penalty: 5698.981445
	Iteration 51Q: 3 clusters Score -1.253097e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -12530983.000000 Penalty: 5698.981445
	Iteration 52Q: 3 clusters Score -1.253098e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 95428 members 
Entering Unmasked Estep 
Score: -12530990.000000 Penalty: 5698.981445
	Iteration 53Q: 3 clusters Score -1.253099e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -12531005.000000 Penalty: 5698.981445
	Iteration 54Q: 3 clusters Score -1.2531e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -12531027.000000 Penalty: 5698.981445
	Iteration 55Q: 3 clusters Score -1.253103e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 95519 members 
Entering Unmasked Estep 
Score: -12531040.000000 Penalty: 5698.981445
	Iteration 56Q: 3 clusters Score -1.253104e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -12531038.000000 Penalty: 5698.981445
	Iteration 57Q: 3 clusters Score -1.253104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -12531045.000000 Penalty: 5698.981445
	Iteration 58Q: 3 clusters Score -1.253104e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -12531061.000000 Penalty: 5698.981445
	Iteration 59Q: 3 clusters Score -1.253106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -12531068.000000 Penalty: 5698.981445
	Iteration 60F: 3 clusters Score -1.253107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -12531053.000000 Penalty: 5698.981445
	Iteration 61Q: 3 clusters Score -1.253105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -12531077.000000 Penalty: 5698.981445
	Iteration 62Q: 3 clusters Score -1.253108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -12531074.000000 Penalty: 5698.981445
	Iteration 63Q: 3 clusters Score -1.253107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 95656 members 
Entering Unmasked Estep 
Score: -12531082.000000 Penalty: 5698.981445
	Iteration 64Q: 3 clusters Score -1.253108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 95664 members 
Entering Unmasked Estep 
Score: -12531082.000000 Penalty: 5698.981445
	Iteration 65Q: 3 clusters Score -1.253108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 95675 members 
Entering Unmasked Estep 
Score: -12531067.000000 Penalty: 5698.981445
	Iteration 66Q: 3 clusters Score -1.253107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -12531079.000000 Penalty: 5698.981445
	Iteration 67Q: 3 clusters Score -1.253108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 95698 members 
Entering Unmasked Estep 
Score: -12531083.000000 Penalty: 5698.981445
	Iteration 68Q: 3 clusters Score -1.253108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -12531076.000000 Penalty: 5698.981445
	Iteration 69Q: 3 clusters Score -1.253108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -12531081.000000 Penalty: 5698.981445
	Iteration 70Q: 3 clusters Score -1.253108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -12531084.000000 Penalty: 5698.981445
	Iteration 71Q: 3 clusters Score -1.253108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 95711 members 
Entering Unmasked Estep 
Score: -12531080.000000 Penalty: 5698.981445
	Iteration 72Q: 3 clusters Score -1.253108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 95711 members 
Entering Unmasked Estep 
Score: -12531077.000000 Penalty: 5698.981445
	Iteration 73Q: 3 clusters Score -1.253108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 95714 members 
Entering Unmasked Estep 
Score: -12531082.000000 Penalty: 5698.981445
	Iteration 74Q: 3 clusters Score -1.253108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 95718 members 
Entering Unmasked Estep 
Score: -12531083.000000 Penalty: 5698.981445
	Iteration 75Q: 3 clusters Score -1.253108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 95721 members 
Entering Unmasked Estep 
Score: -12531091.000000 Penalty: 5698.981445
	Iteration 76Q: 3 clusters Score -1.253109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 95724 members 
Entering Unmasked Estep 
Score: -12531084.000000 Penalty: 5698.981445
	Iteration 77Q: 3 clusters Score -1.253108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -12531082.000000 Penalty: 5698.981445
	Iteration 78Q: 3 clusters Score -1.253108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -12531082.000000 Penalty: 5698.981445
	Iteration 79Q: 3 clusters Score -1.253108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -12531082.000000 Penalty: 5698.981445
	Iteration 80F: 3 clusters Score -1.253108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -149455.921875 Penalty: 1773.179321
	Iteration 0F: 2 clusters Score -149455.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -147316.234375 Penalty: 3546.358643
	Iteration 0F: 3 clusters Score -147316.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -147674.843750 Penalty: 3546.358643
	Iteration 1F: 3 clusters Score -147674.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -147792.750000 Penalty: 3546.358643
	Iteration 2F: 3 clusters Score -147792.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -147873.296875 Penalty: 3546.358643
	Iteration 3Q: 3 clusters Score -147873.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -147939.812500 Penalty: 3546.358643
	Iteration 4Q: 3 clusters Score -147939.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -148011.906250 Penalty: 3546.358643
	Iteration 5Q: 3 clusters Score -148011.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -148080.671875 Penalty: 3546.358643
	Iteration 6Q: 3 clusters Score -148080.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -148117.468750 Penalty: 3546.358643
	Iteration 7Q: 3 clusters Score -148117.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -148148.640625 Penalty: 3546.358643
	Iteration 8Q: 3 clusters Score -148148.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -148182.546875 Penalty: 3546.358643
	Iteration 9Q: 3 clusters Score -148182.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -148228.328125 Penalty: 3546.358643
	Iteration 10Q: 3 clusters Score -148228.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -148265.250000 Penalty: 3546.358643
	Iteration 11Q: 3 clusters Score -148265.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -148338.250000 Penalty: 3546.358643
	Iteration 12Q: 3 clusters Score -148338.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -148441.609375 Penalty: 3546.358643
	Iteration 13Q: 3 clusters Score -148441.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -148513.890625 Penalty: 3546.358643
	Iteration 14Q: 3 clusters Score -148513.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -148566.031250 Penalty: 3546.358643
	Iteration 15Q: 3 clusters Score -148566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -148611.500000 Penalty: 3546.358643
	Iteration 16Q: 3 clusters Score -148611.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -148641.968750 Penalty: 3546.358643
	Iteration 17Q: 3 clusters Score -148642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -148661.703125 Penalty: 3546.358643
	Iteration 18Q: 3 clusters Score -148661.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -148670.703125 Penalty: 3546.358643
	Iteration 19Q: 3 clusters Score -148670.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -148679.531250 Penalty: 3546.358643
	Iteration 20F: 3 clusters Score -148679.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -148690.921875 Penalty: 3546.358643
	Iteration 21Q: 3 clusters Score -148690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -148704.125000 Penalty: 3546.358643
	Iteration 22Q: 3 clusters Score -148704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -148711.078125 Penalty: 3546.358643
	Iteration 23Q: 3 clusters Score -148711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -148715.890625 Penalty: 3546.358643
	Iteration 24Q: 3 clusters Score -148715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -148721.703125 Penalty: 3546.358643
	Iteration 25Q: 3 clusters Score -148721.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -148735.343750 Penalty: 3546.358643
	Iteration 26Q: 3 clusters Score -148735.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -148744.875000 Penalty: 3546.358643
	Iteration 27Q: 3 clusters Score -148744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -148753.640625 Penalty: 3546.358643
	Iteration 28Q: 3 clusters Score -148753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -148757.859375 Penalty: 3546.358643
	Iteration 29Q: 3 clusters Score -148757.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -148760.968750 Penalty: 3546.358643
	Iteration 30Q: 3 clusters Score -148761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -148762.515625 Penalty: 3546.358643
	Iteration 31Q: 3 clusters Score -148762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -148763.468750 Penalty: 3546.358643
	Iteration 32Q: 3 clusters Score -148763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -148766.125000 Penalty: 3546.358643
	Iteration 33Q: 3 clusters Score -148766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -148772.171875 Penalty: 3546.358643
	Iteration 34Q: 3 clusters Score -148772.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -148778.859375 Penalty: 3546.358643
	Iteration 35Q: 3 clusters Score -148778.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -148786.703125 Penalty: 3546.358643
	Iteration 36Q: 3 clusters Score -148786.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -148796.734375 Penalty: 3546.358643
	Iteration 37Q: 3 clusters Score -148796.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -148810.859375 Penalty: 3546.358643
	Iteration 38Q: 3 clusters Score -148810.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -148823.781250 Penalty: 3546.358643
	Iteration 39Q: 3 clusters Score -148823.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -148840.265625 Penalty: 3546.358643
	Iteration 40F: 3 clusters Score -148840.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -148871.093750 Penalty: 3546.358643
	Iteration 41Q: 3 clusters Score -148871.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -148901.203125 Penalty: 3546.358643
	Iteration 42Q: 3 clusters Score -148901.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148935.109375 Penalty: 3546.358643
	Iteration 43Q: 3 clusters Score -148935.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -148968.109375 Penalty: 3546.358643
	Iteration 44Q: 3 clusters Score -148968.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -148996.156250 Penalty: 3546.358643
	Iteration 45Q: 3 clusters Score -148996.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -149006.187500 Penalty: 3546.358643
	Iteration 46Q: 3 clusters Score -149006.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -149013.312500 Penalty: 3546.358643
	Iteration 47Q: 3 clusters Score -149013.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -149016.859375 Penalty: 3546.358643
	Iteration 48Q: 3 clusters Score -149016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -149018.093750 Penalty: 3546.358643
	Iteration 49Q: 3 clusters Score -149018.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -149019.140625 Penalty: 3546.358643
	Iteration 50Q: 3 clusters Score -149019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -149020.859375 Penalty: 3546.358643
	Iteration 51Q: 3 clusters Score -149020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -149021.375000 Penalty: 3546.358643
	Iteration 52Q: 3 clusters Score -149021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -149021.375000 Penalty: 3546.358643
	Iteration 53F: 3 clusters Score -149021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 29400 members 
Mstep: Class 3 contains 53951 members 
Mstep: Class 4 contains 285985 members 
Mstep: Class 5 contains 43039 members 
Mstep: Class 6 contains 45193 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104853 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14233 members 
Mstep: Class 11 contains 40908 members 
Mstep: Class 12 contains 136337 members 
Mstep: Class 13 contains 34872 members 
Mstep: Class 14 contains 6291 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100738 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24121 members 
Mstep: Class 19 contains 62245 members 
Mstep: Class 20 contains 21319 members 
Mstep: Class 21 contains 4135 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13203 members 
Mstep: Class 24 contains 12680 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97722 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740896.000000 Penalty: 108024.484375
Iteration 319Q: 32 clusters Score -1.577409e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 29397 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285982 members 
Mstep: Class 5 contains 43039 members 
Mstep: Class 6 contains 45190 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104855 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14232 members 
Mstep: Class 11 contains 40909 members 
Mstep: Class 12 contains 136333 members 
Mstep: Class 13 contains 34881 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100737 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24128 members 
Mstep: Class 19 contains 62244 members 
Mstep: Class 20 contains 21319 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13203 members 
Mstep: Class 24 contains 12676 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4313 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97725 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740960.000000 Penalty: 108024.484375
Iteration 320F: 32 clusters Score -1.57741e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 29395 members 
Mstep: Class 3 contains 53951 members 
Mstep: Class 4 contains 285976 members 
Mstep: Class 5 contains 43033 members 
Mstep: Class 6 contains 45190 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104855 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14229 members 
Mstep: Class 11 contains 40915 members 
Mstep: Class 12 contains 136330 members 
Mstep: Class 13 contains 34888 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100738 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24131 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21319 members 
Mstep: Class 21 contains 4139 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13201 members 
Mstep: Class 24 contains 12674 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4313 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9594 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97725 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740960.000000 Penalty: 108024.484375
Iteration 321Q: 32 clusters Score -1.57741e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 29392 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285980 members 
Mstep: Class 5 contains 43026 members 
Mstep: Class 6 contains 45187 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104859 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 40919 members 
Mstep: Class 12 contains 136332 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100736 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24130 members 
Mstep: Class 19 contains 62241 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13200 members 
Mstep: Class 24 contains 12673 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4313 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9601 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97725 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740976.000000 Penalty: 108024.484375
Iteration 322Q: 32 clusters Score -1.57741e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 29390 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285971 members 
Mstep: Class 5 contains 43026 members 
Mstep: Class 6 contains 45186 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104860 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 40924 members 
Mstep: Class 12 contains 136336 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100737 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24131 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13200 members 
Mstep: Class 24 contains 12671 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4313 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9604 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97727 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741008.000000 Penalty: 108024.484375
Iteration 323Q: 32 clusters Score -1.57741e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 29390 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285971 members 
Mstep: Class 5 contains 43026 members 
Mstep: Class 6 contains 45185 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104861 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 136336 members 
Mstep: Class 13 contains 34893 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100736 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24133 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13200 members 
Mstep: Class 24 contains 12670 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4313 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9605 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97726 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741024.000000 Penalty: 108024.484375
Iteration 324Q: 32 clusters Score -1.57741e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 29391 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285968 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45186 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104858 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 136338 members 
Mstep: Class 13 contains 34892 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100736 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24134 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13200 members 
Mstep: Class 24 contains 12669 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4313 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9610 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97727 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740944.000000 Penalty: 108024.484375
Iteration 325Q: 32 clusters Score -1.577409e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 29390 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285967 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45188 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104858 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 136340 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100736 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24137 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13200 members 
Mstep: Class 24 contains 12668 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4313 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9607 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97727 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740976.000000 Penalty: 108024.484375
Iteration 326Q: 32 clusters Score -1.57741e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 29390 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285966 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45189 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104860 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 40927 members 
Mstep: Class 12 contains 136341 members 
Mstep: Class 13 contains 34896 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100736 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24137 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13200 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4313 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9606 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97727 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740944.000000 Penalty: 108024.484375
Iteration 327Q: 32 clusters Score -1.577409e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 29390 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285966 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45191 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104865 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 40927 members 
Mstep: Class 12 contains 136342 members 
Mstep: Class 13 contains 34895 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100736 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13200 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4312 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9605 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97728 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741040.000000 Penalty: 108024.484375
Iteration 328Q: 32 clusters Score -1.57741e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 29389 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285964 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45191 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104865 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 40927 members 
Mstep: Class 12 contains 136343 members 
Mstep: Class 13 contains 34895 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100736 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24138 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13200 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9605 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97728 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741040.000000 Penalty: 108024.484375
Iteration 329Q: 32 clusters Score -1.57741e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285962 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45190 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104866 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14229 members 
Mstep: Class 11 contains 40927 members 
Mstep: Class 12 contains 136343 members 
Mstep: Class 13 contains 34896 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100737 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24140 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13199 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4312 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9607 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97728 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741040.000000 Penalty: 108024.484375
Iteration 330Q: 32 clusters Score -1.57741e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285960 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45187 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104866 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 136343 members 
Mstep: Class 13 contains 34896 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100739 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24138 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13197 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9612 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741088.000000 Penalty: 108024.484375
Iteration 331Q: 32 clusters Score -1.577411e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285959 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45183 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104866 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 136343 members 
Mstep: Class 13 contains 34898 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24139 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9614 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741040.000000 Penalty: 108024.484375
Iteration 332Q: 32 clusters Score -1.57741e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285958 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45182 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 136344 members 
Mstep: Class 13 contains 34898 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24138 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9615 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741056.000000 Penalty: 108024.484375
Iteration 333Q: 32 clusters Score -1.577411e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285958 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45182 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 136343 members 
Mstep: Class 13 contains 34899 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24140 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9613 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741072.000000 Penalty: 108024.484375
Iteration 334Q: 32 clusters Score -1.577411e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285958 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45182 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104869 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 136343 members 
Mstep: Class 13 contains 34900 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24140 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9611 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741024.000000 Penalty: 108024.484375
Iteration 335Q: 32 clusters Score -1.57741e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285958 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45182 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 136343 members 
Mstep: Class 13 contains 34900 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24140 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9612 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741040.000000 Penalty: 108024.484375
Iteration 336Q: 32 clusters Score -1.57741e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285958 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45182 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 136343 members 
Mstep: Class 13 contains 34899 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24139 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9614 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741088.000000 Penalty: 108024.484375
Iteration 337Q: 32 clusters Score -1.577411e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285958 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45182 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 136343 members 
Mstep: Class 13 contains 34900 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24139 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9614 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741104.000000 Penalty: 108024.484375
Iteration 338Q: 32 clusters Score -1.577411e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285957 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45182 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 136343 members 
Mstep: Class 13 contains 34902 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24139 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9614 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741072.000000 Penalty: 108024.484375
Iteration 339Q: 32 clusters Score -1.577411e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285955 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45181 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 136343 members 
Mstep: Class 13 contains 34906 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24139 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9614 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741104.000000 Penalty: 108024.484375
Iteration 340F: 32 clusters Score -1.577411e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285956 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45181 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 136343 members 
Mstep: Class 13 contains 34906 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24139 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9614 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741104.000000 Penalty: 108024.484375
Iteration 341Q: 32 clusters Score -1.577411e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285956 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45181 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 136344 members 
Mstep: Class 13 contains 34907 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24139 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9614 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741104.000000 Penalty: 108024.484375
Iteration 342Q: 32 clusters Score -1.577411e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285954 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45181 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 136344 members 
Mstep: Class 13 contains 34909 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24139 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9614 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741104.000000 Penalty: 108024.484375
Iteration 343Q: 32 clusters Score -1.577411e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285954 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45181 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 136344 members 
Mstep: Class 13 contains 34911 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24139 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9614 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741104.000000 Penalty: 108024.484375
Iteration 344Q: 32 clusters Score -1.577411e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285954 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45181 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 136344 members 
Mstep: Class 13 contains 34911 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24139 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9614 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741104.000000 Penalty: 108024.484375
Iteration 345F: 32 clusters Score -1.577411e+08 nChanged 0
Entering ConstructFrom: 
Score: -157741104.000000 Penalty: 108024.484375
Entering ConstructFrom: 
Trying to split cluster 1 (80396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Entering Unmasked Estep 
Score: -10382914.000000 Penalty: 2801.090576
	Iteration 0F: 2 clusters Score -1.038291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -10329165.000000 Penalty: 5602.181152
	Iteration 0F: 3 clusters Score -1.032916e+07 nChanged 37818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -10350575.000000 Penalty: 5602.181152
	Iteration 1F: 3 clusters Score -1.035058e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -10351098.000000 Penalty: 5602.181152
	Iteration 2Q: 3 clusters Score -1.03511e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -10351621.000000 Penalty: 5602.181152
	Iteration 3Q: 3 clusters Score -1.035162e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -10352274.000000 Penalty: 5602.181152
	Iteration 4Q: 3 clusters Score -1.035227e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -10353113.000000 Penalty: 5602.181152
	Iteration 5Q: 3 clusters Score -1.035311e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -10354653.000000 Penalty: 5602.181152
	Iteration 6Q: 3 clusters Score -1.035465e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -10357187.000000 Penalty: 5602.181152
	Iteration 7F: 3 clusters Score -1.035719e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -10361596.000000 Penalty: 5602.181152
	Iteration 8F: 3 clusters Score -1.03616e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -10367767.000000 Penalty: 5602.181152
	Iteration 9F: 3 clusters Score -1.036777e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -10373841.000000 Penalty: 5602.181152
	Iteration 10F: 3 clusters Score -1.037384e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -10377788.000000 Penalty: 5602.181152
	Iteration 11F: 3 clusters Score -1.037779e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10379448.000000 Penalty: 5602.181152
	Iteration 12Q: 3 clusters Score -1.037945e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10379997.000000 Penalty: 5602.181152
	Iteration 13Q: 3 clusters Score -1.038e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10380200.000000 Penalty: 5602.181152
	Iteration 14Q: 3 clusters Score -1.03802e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80143 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10380321.000000 Penalty: 5602.181152
	Iteration 15Q: 3 clusters Score -1.038032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80161 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10380352.000000 Penalty: 5602.181152
	Iteration 16Q: 3 clusters Score -1.038035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80173 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10380403.000000 Penalty: 5602.181152
	Iteration 17Q: 3 clusters Score -1.03804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10380413.000000 Penalty: 5602.181152
	Iteration 18Q: 3 clusters Score -1.038041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10380422.000000 Penalty: 5602.181152
	Iteration 19Q: 3 clusters Score -1.038042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10380418.000000 Penalty: 5602.181152
	Iteration 20F: 3 clusters Score -1.038042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10380434.000000 Penalty: 5602.181152
	Iteration 21Q: 3 clusters Score -1.038043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80191 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10380438.000000 Penalty: 5602.181152
	Iteration 22Q: 3 clusters Score -1.038044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80191 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10380444.000000 Penalty: 5602.181152
	Iteration 23Q: 3 clusters Score -1.038044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10380445.000000 Penalty: 5602.181152
	Iteration 24Q: 3 clusters Score -1.038044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10380445.000000 Penalty: 5602.181152
	Iteration 25Q: 3 clusters Score -1.038044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10380445.000000 Penalty: 5602.181152
	Iteration 26F: 3 clusters Score -1.038044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Entering Unmasked Estep 
Score: -3706715.250000 Penalty: 2551.500488
	Iteration 0F: 2 clusters Score -3706715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3686578.000000 Penalty: 5103.000977
	Iteration 0F: 3 clusters Score -3686578 nChanged 13255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3693988.000000 Penalty: 5103.000977
	Iteration 1F: 3 clusters Score -3693988 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3694769.250000 Penalty: 5103.000977
	Iteration 2F: 3 clusters Score -3694769 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3695449.250000 Penalty: 5103.000977
	Iteration 3F: 3 clusters Score -3695449 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3696047.750000 Penalty: 5103.000977
	Iteration 4Q: 3 clusters Score -3696048 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3696627.250000 Penalty: 5103.000977
	Iteration 5Q: 3 clusters Score -3696627 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3697144.000000 Penalty: 5103.000977
	Iteration 6Q: 3 clusters Score -3697144 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3697664.000000 Penalty: 5103.000977
	Iteration 7Q: 3 clusters Score -3697664 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3698123.000000 Penalty: 5103.000977
	Iteration 8Q: 3 clusters Score -3698123 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3698559.750000 Penalty: 5103.000977
	Iteration 9Q: 3 clusters Score -3698560 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3698945.250000 Penalty: 5103.000977
	Iteration 10Q: 3 clusters Score -3698945 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3699302.750000 Penalty: 5103.000977
	Iteration 11Q: 3 clusters Score -3699303 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3699681.500000 Penalty: 5103.000977
	Iteration 12Q: 3 clusters Score -3699682 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3700022.000000 Penalty: 5103.000977
	Iteration 13Q: 3 clusters Score -3700022 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3700411.000000 Penalty: 5103.000977
	Iteration 14Q: 3 clusters Score -3700411 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -3700795.750000 Penalty: 5103.000977
	Iteration 15Q: 3 clusters Score -3700796 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3701201.250000 Penalty: 5103.000977
	Iteration 16Q: 3 clusters Score -3701201 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3701633.250000 Penalty: 5103.000977
	Iteration 17Q: 3 clusters Score -3701633 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3702044.500000 Penalty: 5103.000977
	Iteration 18Q: 3 clusters Score -3702044 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3702410.000000 Penalty: 5103.000977
	Iteration 19Q: 3 clusters Score -3702410 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -3702769.750000 Penalty: 5103.000977
	Iteration 20F: 3 clusters Score -3702770 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3703173.500000 Penalty: 5103.000977
	Iteration 21Q: 3 clusters Score -3703174 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3703580.750000 Penalty: 5103.000977
	Iteration 22Q: 3 clusters Score -3703581 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3703982.250000 Penalty: 5103.000977
	Iteration 23Q: 3 clusters Score -3703982 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3704403.500000 Penalty: 5103.000977
	Iteration 24Q: 3 clusters Score -3704404 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3704755.000000 Penalty: 5103.000977
	Iteration 25Q: 3 clusters Score -3704755 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -3705113.750000 Penalty: 5103.000977
	Iteration 26Q: 3 clusters Score -3705114 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3705377.750000 Penalty: 5103.000977
	Iteration 27Q: 3 clusters Score -3705378 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3705617.000000 Penalty: 5103.000977
	Iteration 28Q: 3 clusters Score -3705617 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3705793.250000 Penalty: 5103.000977
	Iteration 29Q: 3 clusters Score -3705793 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3705903.000000 Penalty: 5103.000977
	Iteration 30Q: 3 clusters Score -3705903 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -3705987.250000 Penalty: 5103.000977
	Iteration 31Q: 3 clusters Score -3705987 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3706034.750000 Penalty: 5103.000977
	Iteration 32Q: 3 clusters Score -3706035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3706071.500000 Penalty: 5103.000977
	Iteration 33Q: 3 clusters Score -3706072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -3706105.750000 Penalty: 5103.000977
	Iteration 34Q: 3 clusters Score -3706106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -3706123.750000 Penalty: 5103.000977
	Iteration 35Q: 3 clusters Score -3706124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -3706146.000000 Penalty: 5103.000977
	Iteration 36Q: 3 clusters Score -3706146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -3706169.250000 Penalty: 5103.000977
	Iteration 37Q: 3 clusters Score -3706169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3706186.250000 Penalty: 5103.000977
	Iteration 38Q: 3 clusters Score -3706186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3706201.250000 Penalty: 5103.000977
	Iteration 39Q: 3 clusters Score -3706201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3706200.750000 Penalty: 5103.000977
	Iteration 40F: 3 clusters Score -3706201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -3706205.250000 Penalty: 5103.000977
	Iteration 41Q: 3 clusters Score -3706205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3706214.750000 Penalty: 5103.000977
	Iteration 42Q: 3 clusters Score -3706215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3706222.000000 Penalty: 5103.000977
	Iteration 43Q: 3 clusters Score -3706222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3706225.000000 Penalty: 5103.000977
	Iteration 44Q: 3 clusters Score -3706225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3706227.250000 Penalty: 5103.000977
	Iteration 45Q: 3 clusters Score -3706227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3706227.500000 Penalty: 5103.000977
	Iteration 46Q: 3 clusters Score -3706228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3706237.750000 Penalty: 5103.000977
	Iteration 47Q: 3 clusters Score -3706238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -3706234.250000 Penalty: 5103.000977
	Iteration 48Q: 3 clusters Score -3706234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3706235.000000 Penalty: 5103.000977
	Iteration 49Q: 3 clusters Score -3706235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3706240.500000 Penalty: 5103.000977
	Iteration 50Q: 3 clusters Score -3706240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3706244.000000 Penalty: 5103.000977
	Iteration 51Q: 3 clusters Score -3706244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3706244.000000 Penalty: 5103.000977
	Iteration 52Q: 3 clusters Score -3706244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3706246.750000 Penalty: 5103.000977
	Iteration 53Q: 3 clusters Score -3706247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3706246.750000 Penalty: 5103.000977
	Iteration 54Q: 3 clusters Score -3706247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3706247.250000 Penalty: 5103.000977
	Iteration 55Q: 3 clusters Score -3706247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3706250.250000 Penalty: 5103.000977
	Iteration 56Q: 3 clusters Score -3706250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3706250.250000 Penalty: 5103.000977
	Iteration 57F: 3 clusters Score -3706250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Entering Unmasked Estep 
Score: -7022481.000000 Penalty: 2702.161621
	Iteration 0F: 2 clusters Score -7022481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -6986213.000000 Penalty: 5404.323242
	Iteration 0F: 3 clusters Score -6986213 nChanged 24854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -6999936.000000 Penalty: 5404.323242
	Iteration 1F: 3 clusters Score -6999936 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -7000511.000000 Penalty: 5404.323242
	Iteration 2Q: 3 clusters Score -7000511 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -7001103.000000 Penalty: 5404.323242
	Iteration 3Q: 3 clusters Score -7001103 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -7001830.500000 Penalty: 5404.323242
	Iteration 4Q: 3 clusters Score -7001830 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -7002679.500000 Penalty: 5404.323242
	Iteration 5Q: 3 clusters Score -7002680 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -7003975.000000 Penalty: 5404.323242
	Iteration 6Q: 3 clusters Score -7003975 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -7005742.500000 Penalty: 5404.323242
	Iteration 7F: 3 clusters Score -7005742 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -7008373.500000 Penalty: 5404.323242
	Iteration 8F: 3 clusters Score -7008374 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -7011878.500000 Penalty: 5404.323242
	Iteration 9F: 3 clusters Score -7011878 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -7015307.000000 Penalty: 5404.323242
	Iteration 10F: 3 clusters Score -7015307 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -7017679.500000 Penalty: 5404.323242
	Iteration 11Q: 3 clusters Score -7017680 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -7019218.500000 Penalty: 5404.323242
	Iteration 12Q: 3 clusters Score -7019218 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -7020173.000000 Penalty: 5404.323242
	Iteration 13Q: 3 clusters Score -7020173 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -7020499.500000 Penalty: 5404.323242
	Iteration 14Q: 3 clusters Score -7020500 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -7020619.500000 Penalty: 5404.323242
	Iteration 15Q: 3 clusters Score -7020620 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -7020685.500000 Penalty: 5404.323242
	Iteration 16Q: 3 clusters Score -7020686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -7020721.500000 Penalty: 5404.323242
	Iteration 17Q: 3 clusters Score -7020722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -7020729.000000 Penalty: 5404.323242
	Iteration 18Q: 3 clusters Score -7020729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -7020747.000000 Penalty: 5404.323242
	Iteration 19Q: 3 clusters Score -7020747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -7020760.000000 Penalty: 5404.323242
	Iteration 20F: 3 clusters Score -7020760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -7020767.000000 Penalty: 5404.323242
	Iteration 21Q: 3 clusters Score -7020767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -7020771.000000 Penalty: 5404.323242
	Iteration 22Q: 3 clusters Score -7020771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -7020781.000000 Penalty: 5404.323242
	Iteration 23Q: 3 clusters Score -7020781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -7020780.500000 Penalty: 5404.323242
	Iteration 24Q: 3 clusters Score -7020780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -7020780.500000 Penalty: 5404.323242
	Iteration 25Q: 3 clusters Score -7020780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -7020781.000000 Penalty: 5404.323242
	Iteration 26Q: 3 clusters Score -7020781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -7020781.000000 Penalty: 5404.323242
	Iteration 27Q: 3 clusters Score -7020781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -7020783.000000 Penalty: 5404.323242
	Iteration 28Q: 3 clusters Score -7020783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -7020783.000000 Penalty: 5404.323242
	Iteration 29F: 3 clusters Score -7020783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (285954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285954 members 
Entering Unmasked Estep 
Score: -36886916.000000 Penalty: 3115.769287
	Iteration 0F: 2 clusters Score -3.688692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143092 members 
Mstep: Class 2 contains 142862 members 
Entering Unmasked Estep 
Score: -36712860.000000 Penalty: 6231.538574
	Iteration 0F: 3 clusters Score -3.671286e+07 nChanged 138249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142851 members 
Mstep: Class 2 contains 143103 members 
Entering Unmasked Estep 
Score: -36794140.000000 Penalty: 6231.538574
	Iteration 1F: 3 clusters Score -3.679414e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142844 members 
Mstep: Class 2 contains 143110 members 
Entering Unmasked Estep 
Score: -36794820.000000 Penalty: 6231.538574
	Iteration 2Q: 3 clusters Score -3.679482e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142783 members 
Mstep: Class 2 contains 143171 members 
Entering Unmasked Estep 
Score: -36795656.000000 Penalty: 6231.538574
	Iteration 3Q: 3 clusters Score -3.679566e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142768 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -36796604.000000 Penalty: 6231.538574
	Iteration 4Q: 3 clusters Score -3.67966e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142806 members 
Mstep: Class 2 contains 143148 members 
Entering Unmasked Estep 
Score: -36798008.000000 Penalty: 6231.538574
	Iteration 5Q: 3 clusters Score -3.679801e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 142835 members 
Entering Unmasked Estep 
Score: -36799560.000000 Penalty: 6231.538574
	Iteration 6Q: 3 clusters Score -3.679956e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143635 members 
Mstep: Class 2 contains 142319 members 
Entering Unmasked Estep 
Score: -36801824.000000 Penalty: 6231.538574
	Iteration 7Q: 3 clusters Score -3.680182e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144715 members 
Mstep: Class 2 contains 141239 members 
Entering Unmasked Estep 
Score: -36805696.000000 Penalty: 6231.538574
	Iteration 8Q: 3 clusters Score -3.68057e+07 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146533 members 
Mstep: Class 2 contains 139421 members 
Entering Unmasked Estep 
Score: -36811636.000000 Penalty: 6231.538574
	Iteration 9Q: 3 clusters Score -3.681164e+07 nChanged 14859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149284 members 
Mstep: Class 2 contains 136670 members 
Entering Unmasked Estep 
Score: -36820212.000000 Penalty: 6231.538574
	Iteration 10F: 3 clusters Score -3.682021e+07 nChanged 17049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152855 members 
Mstep: Class 2 contains 133099 members 
Entering Unmasked Estep 
Score: -36831732.000000 Penalty: 6231.538574
	Iteration 11F: 3 clusters Score -3.683173e+07 nChanged 17185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156636 members 
Mstep: Class 2 contains 129318 members 
Entering Unmasked Estep 
Score: -36842880.000000 Penalty: 6231.538574
	Iteration 12F: 3 clusters Score -3.684288e+07 nChanged 13995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159789 members 
Mstep: Class 2 contains 126165 members 
Entering Unmasked Estep 
Score: -36848688.000000 Penalty: 6231.538574
	Iteration 13Q: 3 clusters Score -3.684869e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162651 members 
Mstep: Class 2 contains 123303 members 
Entering Unmasked Estep 
Score: -36850820.000000 Penalty: 6231.538574
	Iteration 14Q: 3 clusters Score -3.685082e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165417 members 
Mstep: Class 2 contains 120537 members 
Entering Unmasked Estep 
Score: -36851284.000000 Penalty: 6231.538574
	Iteration 15Q: 3 clusters Score -3.685128e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168139 members 
Mstep: Class 2 contains 117815 members 
Entering Unmasked Estep 
Score: -36851680.000000 Penalty: 6231.538574
	Iteration 16Q: 3 clusters Score -3.685168e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170886 members 
Mstep: Class 2 contains 115068 members 
Entering Unmasked Estep 
Score: -36851984.000000 Penalty: 6231.538574
	Iteration 17Q: 3 clusters Score -3.685198e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173625 members 
Mstep: Class 2 contains 112329 members 
Entering Unmasked Estep 
Score: -36852088.000000 Penalty: 6231.538574
	Iteration 18Q: 3 clusters Score -3.685209e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176320 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -36852340.000000 Penalty: 6231.538574
	Iteration 19Q: 3 clusters Score -3.685234e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179115 members 
Mstep: Class 2 contains 106839 members 
Entering Unmasked Estep 
Score: -36852692.000000 Penalty: 6231.538574
	Iteration 20F: 3 clusters Score -3.685269e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181812 members 
Mstep: Class 2 contains 104142 members 
Entering Unmasked Estep 
Score: -36853032.000000 Penalty: 6231.538574
	Iteration 21Q: 3 clusters Score -3.685303e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184393 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -36853212.000000 Penalty: 6231.538574
	Iteration 22Q: 3 clusters Score -3.685321e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186791 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -36853544.000000 Penalty: 6231.538574
	Iteration 23Q: 3 clusters Score -3.685354e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189097 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -36853724.000000 Penalty: 6231.538574
	Iteration 24Q: 3 clusters Score -3.685372e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191232 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -36853808.000000 Penalty: 6231.538574
	Iteration 25Q: 3 clusters Score -3.685381e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193202 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -36853868.000000 Penalty: 6231.538574
	Iteration 26Q: 3 clusters Score -3.685387e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194931 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -36853968.000000 Penalty: 6231.538574
	Iteration 27Q: 3 clusters Score -3.685397e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196445 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -36854020.000000 Penalty: 6231.538574
	Iteration 28Q: 3 clusters Score -3.685402e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197821 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -36854120.000000 Penalty: 6231.538574
	Iteration 29Q: 3 clusters Score -3.685412e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199055 members 
Mstep: Class 2 contains 86899 members 
Entering Unmasked Estep 
Score: -36854108.000000 Penalty: 6231.538574
	Iteration 30Q: 3 clusters Score -3.685411e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200135 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -36854224.000000 Penalty: 6231.538574
	Iteration 31Q: 3 clusters Score -3.685422e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201002 members 
Mstep: Class 2 contains 84952 members 
Entering Unmasked Estep 
Score: -36854380.000000 Penalty: 6231.538574
	Iteration 32Q: 3 clusters Score -3.685438e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201725 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
Score: -36854388.000000 Penalty: 6231.538574
	Iteration 33Q: 3 clusters Score -3.685439e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202346 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -36854472.000000 Penalty: 6231.538574
	Iteration 34Q: 3 clusters Score -3.685447e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202843 members 
Mstep: Class 2 contains 83111 members 
Entering Unmasked Estep 
Score: -36854476.000000 Penalty: 6231.538574
	Iteration 35Q: 3 clusters Score -3.685448e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203254 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -36854344.000000 Penalty: 6231.538574
	Iteration 36Q: 3 clusters Score -3.685434e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203540 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -36854272.000000 Penalty: 6231.538574
	Iteration 37Q: 3 clusters Score -3.685427e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203799 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -36854200.000000 Penalty: 6231.538574
	Iteration 38Q: 3 clusters Score -3.68542e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203920 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -36853972.000000 Penalty: 6231.538574
	Iteration 39Q: 3 clusters Score -3.685397e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203957 members 
Mstep: Class 2 contains 81997 members 
Entering Unmasked Estep 
Score: -36854092.000000 Penalty: 6231.538574
	Iteration 40F: 3 clusters Score -3.685409e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203861 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -36853968.000000 Penalty: 6231.538574
	Iteration 41Q: 3 clusters Score -3.685397e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203645 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -36853836.000000 Penalty: 6231.538574
	Iteration 42Q: 3 clusters Score -3.685384e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203409 members 
Mstep: Class 2 contains 82545 members 
Entering Unmasked Estep 
Score: -36853756.000000 Penalty: 6231.538574
	Iteration 43Q: 3 clusters Score -3.685376e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203086 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -36853656.000000 Penalty: 6231.538574
	Iteration 44Q: 3 clusters Score -3.685366e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202719 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -36853384.000000 Penalty: 6231.538574
	Iteration 45Q: 3 clusters Score -3.685338e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202255 members 
Mstep: Class 2 contains 83699 members 
Entering Unmasked Estep 
Score: -36853244.000000 Penalty: 6231.538574
	Iteration 46Q: 3 clusters Score -3.685324e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201663 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -36853120.000000 Penalty: 6231.538574
	Iteration 47Q: 3 clusters Score -3.685312e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201027 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -36853052.000000 Penalty: 6231.538574
	Iteration 48Q: 3 clusters Score -3.685305e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200273 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -36852828.000000 Penalty: 6231.538574
	Iteration 49Q: 3 clusters Score -3.685283e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199440 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -36852688.000000 Penalty: 6231.538574
	Iteration 50Q: 3 clusters Score -3.685269e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198581 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -36852584.000000 Penalty: 6231.538574
	Iteration 51Q: 3 clusters Score -3.685258e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197640 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -36852308.000000 Penalty: 6231.538574
	Iteration 52Q: 3 clusters Score -3.685231e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196591 members 
Mstep: Class 2 contains 89363 members 
Entering Unmasked Estep 
Score: -36852136.000000 Penalty: 6231.538574
	Iteration 53Q: 3 clusters Score -3.685214e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195418 members 
Mstep: Class 2 contains 90536 members 
Entering Unmasked Estep 
Score: -36852000.000000 Penalty: 6231.538574
	Iteration 54Q: 3 clusters Score -3.6852e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194264 members 
Mstep: Class 2 contains 91690 members 
Entering Unmasked Estep 
Score: -36851852.000000 Penalty: 6231.538574
	Iteration 55Q: 3 clusters Score -3.685185e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193065 members 
Mstep: Class 2 contains 92889 members 
Entering Unmasked Estep 
Score: -36851892.000000 Penalty: 6231.538574
	Iteration 56Q: 3 clusters Score -3.685189e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191866 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -36851676.000000 Penalty: 6231.538574
	Iteration 57Q: 3 clusters Score -3.685168e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190590 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -36851644.000000 Penalty: 6231.538574
	Iteration 58Q: 3 clusters Score -3.685164e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189256 members 
Mstep: Class 2 contains 96698 members 
Entering Unmasked Estep 
Score: -36851512.000000 Penalty: 6231.538574
	Iteration 59Q: 3 clusters Score -3.685151e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187844 members 
Mstep: Class 2 contains 98110 members 
Entering Unmasked Estep 
Score: -36851416.000000 Penalty: 6231.538574
	Iteration 60F: 3 clusters Score -3.685142e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186346 members 
Mstep: Class 2 contains 99608 members 
Entering Unmasked Estep 
Score: -36851372.000000 Penalty: 6231.538574
	Iteration 61Q: 3 clusters Score -3.685137e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184831 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -36851292.000000 Penalty: 6231.538574
	Iteration 62Q: 3 clusters Score -3.685129e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183253 members 
Mstep: Class 2 contains 102701 members 
Entering Unmasked Estep 
Score: -36851240.000000 Penalty: 6231.538574
	Iteration 63Q: 3 clusters Score -3.685124e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181543 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -36851128.000000 Penalty: 6231.538574
	Iteration 64Q: 3 clusters Score -3.685113e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179777 members 
Mstep: Class 2 contains 106177 members 
Entering Unmasked Estep 
Score: -36851096.000000 Penalty: 6231.538574
	Iteration 65Q: 3 clusters Score -3.68511e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177915 members 
Mstep: Class 2 contains 108039 members 
Entering Unmasked Estep 
Score: -36851004.000000 Penalty: 6231.538574
	Iteration 66Q: 3 clusters Score -3.6851e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176094 members 
Mstep: Class 2 contains 109860 members 
Entering Unmasked Estep 
Score: -36850772.000000 Penalty: 6231.538574
	Iteration 67Q: 3 clusters Score -3.685077e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174245 members 
Mstep: Class 2 contains 111709 members 
Entering Unmasked Estep 
Score: -36850872.000000 Penalty: 6231.538574
	Iteration 68Q: 3 clusters Score -3.685087e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172372 members 
Mstep: Class 2 contains 113582 members 
Entering Unmasked Estep 
Score: -36851116.000000 Penalty: 6231.538574
	Iteration 69Q: 3 clusters Score -3.685112e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170454 members 
Mstep: Class 2 contains 115500 members 
Entering Unmasked Estep 
Score: -36851140.000000 Penalty: 6231.538574
	Iteration 70Q: 3 clusters Score -3.685114e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168475 members 
Mstep: Class 2 contains 117479 members 
Entering Unmasked Estep 
Score: -36851264.000000 Penalty: 6231.538574
	Iteration 71Q: 3 clusters Score -3.685126e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166460 members 
Mstep: Class 2 contains 119494 members 
Entering Unmasked Estep 
Score: -36851272.000000 Penalty: 6231.538574
	Iteration 72Q: 3 clusters Score -3.685127e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164452 members 
Mstep: Class 2 contains 121502 members 
Entering Unmasked Estep 
Score: -36851416.000000 Penalty: 6231.538574
	Iteration 73Q: 3 clusters Score -3.685142e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 123485 members 
Entering Unmasked Estep 
Score: -36851500.000000 Penalty: 6231.538574
	Iteration 74Q: 3 clusters Score -3.68515e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160544 members 
Mstep: Class 2 contains 125410 members 
Entering Unmasked Estep 
Score: -36851784.000000 Penalty: 6231.538574
	Iteration 75Q: 3 clusters Score -3.685178e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158615 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -36851996.000000 Penalty: 6231.538574
	Iteration 76Q: 3 clusters Score -3.6852e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156813 members 
Mstep: Class 2 contains 129141 members 
Entering Unmasked Estep 
Score: -36852004.000000 Penalty: 6231.538574
	Iteration 77Q: 3 clusters Score -3.6852e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 130991 members 
Entering Unmasked Estep 
Score: -36852012.000000 Penalty: 6231.538574
	Iteration 78Q: 3 clusters Score -3.685201e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153234 members 
Mstep: Class 2 contains 132720 members 
Entering Unmasked Estep 
Score: -36852040.000000 Penalty: 6231.538574
	Iteration 79Q: 3 clusters Score -3.685204e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151657 members 
Mstep: Class 2 contains 134297 members 
Entering Unmasked Estep 
Score: -36852328.000000 Penalty: 6231.538574
	Iteration 80F: 3 clusters Score -3.685233e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150062 members 
Mstep: Class 2 contains 135892 members 
Entering Unmasked Estep 
Score: -36852500.000000 Penalty: 6231.538574
	Iteration 81Q: 3 clusters Score -3.68525e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 137417 members 
Entering Unmasked Estep 
Score: -36852720.000000 Penalty: 6231.538574
	Iteration 82Q: 3 clusters Score -3.685272e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147040 members 
Mstep: Class 2 contains 138914 members 
Entering Unmasked Estep 
Score: -36852984.000000 Penalty: 6231.538574
	Iteration 83Q: 3 clusters Score -3.685298e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145502 members 
Mstep: Class 2 contains 140452 members 
Entering Unmasked Estep 
Score: -36853208.000000 Penalty: 6231.538574
	Iteration 84Q: 3 clusters Score -3.685321e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143937 members 
Mstep: Class 2 contains 142017 members 
Entering Unmasked Estep 
Score: -36853420.000000 Penalty: 6231.538574
	Iteration 85Q: 3 clusters Score -3.685342e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142344 members 
Mstep: Class 2 contains 143610 members 
Entering Unmasked Estep 
Score: -36853444.000000 Penalty: 6231.538574
	Iteration 86Q: 3 clusters Score -3.685344e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140650 members 
Mstep: Class 2 contains 145304 members 
Entering Unmasked Estep 
Score: -36853492.000000 Penalty: 6231.538574
	Iteration 87Q: 3 clusters Score -3.685349e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138885 members 
Mstep: Class 2 contains 147069 members 
Entering Unmasked Estep 
Score: -36853536.000000 Penalty: 6231.538574
	Iteration 88Q: 3 clusters Score -3.685354e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136775 members 
Mstep: Class 2 contains 149179 members 
Entering Unmasked Estep 
Score: -36853660.000000 Penalty: 6231.538574
	Iteration 89Q: 3 clusters Score -3.685366e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134457 members 
Mstep: Class 2 contains 151497 members 
Entering Unmasked Estep 
Score: -36853932.000000 Penalty: 6231.538574
	Iteration 90Q: 3 clusters Score -3.685393e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131802 members 
Mstep: Class 2 contains 154152 members 
Entering Unmasked Estep 
Score: -36854284.000000 Penalty: 6231.538574
	Iteration 91Q: 3 clusters Score -3.685428e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128670 members 
Mstep: Class 2 contains 157284 members 
Entering Unmasked Estep 
Score: -36854712.000000 Penalty: 6231.538574
	Iteration 92Q: 3 clusters Score -3.685471e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125064 members 
Mstep: Class 2 contains 160890 members 
Entering Unmasked Estep 
Score: -36855208.000000 Penalty: 6231.538574
	Iteration 93Q: 3 clusters Score -3.685521e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120871 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -36855772.000000 Penalty: 6231.538574
	Iteration 94Q: 3 clusters Score -3.685577e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116043 members 
Mstep: Class 2 contains 169911 members 
Entering Unmasked Estep 
Score: -36856772.000000 Penalty: 6231.538574
	Iteration 95Q: 3 clusters Score -3.685677e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110385 members 
Mstep: Class 2 contains 175569 members 
Entering Unmasked Estep 
Score: -36857428.000000 Penalty: 6231.538574
	Iteration 96Q: 3 clusters Score -3.685743e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 181800 members 
Entering Unmasked Estep 
Score: -36858784.000000 Penalty: 6231.538574
	Iteration 97Q: 3 clusters Score -3.685878e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97457 members 
Mstep: Class 2 contains 188497 members 
Entering Unmasked Estep 
Score: -36860248.000000 Penalty: 6231.538574
	Iteration 98Q: 3 clusters Score -3.686025e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90497 members 
Mstep: Class 2 contains 195457 members 
Entering Unmasked Estep 
Score: -36861596.000000 Penalty: 6231.538574
	Iteration 99Q: 3 clusters Score -3.68616e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 202375 members 
Entering Unmasked Estep 
Score: -36863732.000000 Penalty: 6231.538574
	Iteration 100F: 3 clusters Score -3.686373e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 209365 members 
Entering Unmasked Estep 
Score: -36866096.000000 Penalty: 6231.538574
	Iteration 101Q: 3 clusters Score -3.68661e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 216246 members 
Entering Unmasked Estep 
Score: -36868620.000000 Penalty: 6231.538574
	Iteration 102Q: 3 clusters Score -3.686862e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 222996 members 
Entering Unmasked Estep 
Score: -36871172.000000 Penalty: 6231.538574
	Iteration 103Q: 3 clusters Score -3.687117e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 229459 members 
Entering Unmasked Estep 
Score: -36873156.000000 Penalty: 6231.538574
	Iteration 104Q: 3 clusters Score -3.687316e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 235726 members 
Entering Unmasked Estep 
Score: -36874852.000000 Penalty: 6231.538574
	Iteration 105Q: 3 clusters Score -3.687485e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 241555 members 
Entering Unmasked Estep 
Score: -36876364.000000 Penalty: 6231.538574
	Iteration 106Q: 3 clusters Score -3.687636e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 246818 members 
Entering Unmasked Estep 
Score: -36877480.000000 Penalty: 6231.538574
	Iteration 107Q: 3 clusters Score -3.687748e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 251571 members 
Entering Unmasked Estep 
Score: -36878196.000000 Penalty: 6231.538574
	Iteration 108Q: 3 clusters Score -3.68782e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 255852 members 
Entering Unmasked Estep 
Score: -36879112.000000 Penalty: 6231.538574
	Iteration 109Q: 3 clusters Score -3.687911e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 259688 members 
Entering Unmasked Estep 
Score: -36879772.000000 Penalty: 6231.538574
	Iteration 110Q: 3 clusters Score -3.687977e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 263106 members 
Entering Unmasked Estep 
Score: -36880252.000000 Penalty: 6231.538574
	Iteration 111Q: 3 clusters Score -3.688025e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 266103 members 
Entering Unmasked Estep 
Score: -36881104.000000 Penalty: 6231.538574
	Iteration 112Q: 3 clusters Score -3.68811e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 268685 members 
Entering Unmasked Estep 
Score: -36881408.000000 Penalty: 6231.538574
	Iteration 113Q: 3 clusters Score -3.688141e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 270897 members 
Entering Unmasked Estep 
Score: -36881948.000000 Penalty: 6231.538574
	Iteration 114Q: 3 clusters Score -3.688195e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 272761 members 
Entering Unmasked Estep 
Score: -36882036.000000 Penalty: 6231.538574
	Iteration 115Q: 3 clusters Score -3.688204e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 274352 members 
Entering Unmasked Estep 
Score: -36882420.000000 Penalty: 6231.538574
	Iteration 116Q: 3 clusters Score -3.688242e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 275706 members 
Entering Unmasked Estep 
Score: -36882688.000000 Penalty: 6231.538574
	Iteration 117Q: 3 clusters Score -3.688269e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 276866 members 
Entering Unmasked Estep 
Score: -36882788.000000 Penalty: 6231.538574
	Iteration 118Q: 3 clusters Score -3.688279e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 277886 members 
Entering Unmasked Estep 
Score: -36882888.000000 Penalty: 6231.538574
	Iteration 119Q: 3 clusters Score -3.688289e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 278789 members 
Entering Unmasked Estep 
Score: -36883172.000000 Penalty: 6231.538574
	Iteration 120F: 3 clusters Score -3.688317e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 279794 members 
Entering Unmasked Estep 
Score: -36883392.000000 Penalty: 6231.538574
	Iteration 121Q: 3 clusters Score -3.688339e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 280688 members 
Entering Unmasked Estep 
Score: -36883596.000000 Penalty: 6231.538574
	Iteration 122Q: 3 clusters Score -3.68836e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 281463 members 
Entering Unmasked Estep 
Score: -36883716.000000 Penalty: 6231.538574
	Iteration 123Q: 3 clusters Score -3.688372e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 282147 members 
Entering Unmasked Estep 
Score: -36883832.000000 Penalty: 6231.538574
	Iteration 124Q: 3 clusters Score -3.688383e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 282749 members 
Entering Unmasked Estep 
Score: -36883980.000000 Penalty: 6231.538574
	Iteration 125Q: 3 clusters Score -3.688398e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 283261 members 
Entering Unmasked Estep 
Score: -36884224.000000 Penalty: 6231.538574
	Iteration 126Q: 3 clusters Score -3.688422e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 283694 members 
Entering Unmasked Estep 
Score: -36884252.000000 Penalty: 6231.538574
	Iteration 127Q: 3 clusters Score -3.688425e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 284044 members 
Entering Unmasked Estep 
Score: -36884328.000000 Penalty: 6231.538574
	Iteration 128Q: 3 clusters Score -3.688433e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 284313 members 
Entering Unmasked Estep 
Score: -36884304.000000 Penalty: 6231.538574
	Iteration 129Q: 3 clusters Score -3.68843e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 284528 members 
Entering Unmasked Estep 
Score: -36884384.000000 Penalty: 6231.538574
	Iteration 130Q: 3 clusters Score -3.688438e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 284688 members 
Entering Unmasked Estep 
Score: -36884312.000000 Penalty: 6231.538574
	Iteration 131Q: 3 clusters Score -3.688431e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 284824 members 
Entering Unmasked Estep 
Score: -36884312.000000 Penalty: 6231.538574
	Iteration 132Q: 3 clusters Score -3.688431e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 284918 members 
Entering Unmasked Estep 
Score: -36884360.000000 Penalty: 6231.538574
	Iteration 133Q: 3 clusters Score -3.688436e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 284986 members 
Entering Unmasked Estep 
Score: -36884364.000000 Penalty: 6231.538574
	Iteration 134Q: 3 clusters Score -3.688436e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 285029 members 
Entering Unmasked Estep 
Score: -36884396.000000 Penalty: 6231.538574
	Iteration 135Q: 3 clusters Score -3.68844e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 285057 members 
Entering Unmasked Estep 
Score: -36884388.000000 Penalty: 6231.538574
	Iteration 136Q: 3 clusters Score -3.688439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 285076 members 
Entering Unmasked Estep 
Score: -36884420.000000 Penalty: 6231.538574
	Iteration 137Q: 3 clusters Score -3.688442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 285097 members 
Entering Unmasked Estep 
Score: -36884380.000000 Penalty: 6231.538574
	Iteration 138Q: 3 clusters Score -3.688438e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 285120 members 
Entering Unmasked Estep 
Score: -36884408.000000 Penalty: 6231.538574
	Iteration 139Q: 3 clusters Score -3.688441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 285142 members 
Entering Unmasked Estep 
Score: -36884376.000000 Penalty: 6231.538574
	Iteration 140F: 3 clusters Score -3.688438e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 285164 members 
Entering Unmasked Estep 
Score: -36884408.000000 Penalty: 6231.538574
	Iteration 141Q: 3 clusters Score -3.688441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 285173 members 
Entering Unmasked Estep 
Score: -36884408.000000 Penalty: 6231.538574
	Iteration 142Q: 3 clusters Score -3.688441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 285190 members 
Entering Unmasked Estep 
Score: -36884412.000000 Penalty: 6231.538574
	Iteration 143Q: 3 clusters Score -3.688441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 285200 members 
Entering Unmasked Estep 
Score: -36884428.000000 Penalty: 6231.538574
	Iteration 144Q: 3 clusters Score -3.688443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 285209 members 
Entering Unmasked Estep 
Score: -36884424.000000 Penalty: 6231.538574
	Iteration 145Q: 3 clusters Score -3.688442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 285218 members 
Entering Unmasked Estep 
Score: -36884412.000000 Penalty: 6231.538574
	Iteration 146Q: 3 clusters Score -3.688441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 285222 members 
Entering Unmasked Estep 
Score: -36884416.000000 Penalty: 6231.538574
	Iteration 147Q: 3 clusters Score -3.688442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 285232 members 
Entering Unmasked Estep 
Score: -36884408.000000 Penalty: 6231.538574
	Iteration 148Q: 3 clusters Score -3.688441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 285239 members 
Entering Unmasked Estep 
Score: -36884424.000000 Penalty: 6231.538574
	Iteration 149Q: 3 clusters Score -3.688442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 285240 members 
Entering Unmasked Estep 
Score: -36884464.000000 Penalty: 6231.538574
	Iteration 150Q: 3 clusters Score -3.688446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 285241 members 
Entering Unmasked Estep 
Score: -36884468.000000 Penalty: 6231.538574
	Iteration 151Q: 3 clusters Score -3.688447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 285242 members 
Entering Unmasked Estep 
Score: -36884444.000000 Penalty: 6231.538574
	Iteration 152Q: 3 clusters Score -3.688444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 285243 members 
Entering Unmasked Estep 
Score: -36884448.000000 Penalty: 6231.538574
	Iteration 153Q: 3 clusters Score -3.688445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 285246 members 
Entering Unmasked Estep 
Score: -36884464.000000 Penalty: 6231.538574
	Iteration 154Q: 3 clusters Score -3.688446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 285247 members 
Entering Unmasked Estep 
Score: -36884460.000000 Penalty: 6231.538574
	Iteration 155Q: 3 clusters Score -3.688446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 285246 members 
Entering Unmasked Estep 
Score: -36884464.000000 Penalty: 6231.538574
	Iteration 156Q: 3 clusters Score -3.688446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 285248 members 
Entering Unmasked Estep 
Score: -36884460.000000 Penalty: 6231.538574
	Iteration 157Q: 3 clusters Score -3.688446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 285249 members 
Entering Unmasked Estep 
Score: -36884456.000000 Penalty: 6231.538574
	Iteration 158Q: 3 clusters Score -3.688446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 285252 members 
Entering Unmasked Estep 
Score: -36884444.000000 Penalty: 6231.538574
	Iteration 159Q: 3 clusters Score -3.688444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 285256 members 
Entering Unmasked Estep 
Score: -36884444.000000 Penalty: 6231.538574
	Iteration 160F: 3 clusters Score -3.688444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 285259 members 
Entering Unmasked Estep 
Score: -36884468.000000 Penalty: 6231.538574
	Iteration 161Q: 3 clusters Score -3.688447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 285261 members 
Entering Unmasked Estep 
Score: -36884456.000000 Penalty: 6231.538574
	Iteration 162Q: 3 clusters Score -3.688446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 285264 members 
Entering Unmasked Estep 
Score: -36884440.000000 Penalty: 6231.538574
	Iteration 163Q: 3 clusters Score -3.688444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 285265 members 
Entering Unmasked Estep 
Score: -36884452.000000 Penalty: 6231.538574
	Iteration 164Q: 3 clusters Score -3.688445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 285266 members 
Entering Unmasked Estep 
Score: -36884440.000000 Penalty: 6231.538574
	Iteration 165Q: 3 clusters Score -3.688444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 285266 members 
Entering Unmasked Estep 
Score: -36884440.000000 Penalty: 6231.538574
	Iteration 166F: 3 clusters Score -3.688444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Entering Unmasked Estep 
Score: -5457003.000000 Penalty: 2646.039307
	Iteration 0F: 2 clusters Score -5457003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -5427984.000000 Penalty: 5292.078613
	Iteration 0F: 3 clusters Score -5427984 nChanged 19804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -5438739.000000 Penalty: 5292.078613
	Iteration 1F: 3 clusters Score -5438739 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -5439207.500000 Penalty: 5292.078613
	Iteration 2Q: 3 clusters Score -5439208 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -5439607.500000 Penalty: 5292.078613
	Iteration 3Q: 3 clusters Score -5439608 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -5439996.500000 Penalty: 5292.078613
	Iteration 4Q: 3 clusters Score -5439996 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -5440388.000000 Penalty: 5292.078613
	Iteration 5Q: 3 clusters Score -5440388 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -5440898.000000 Penalty: 5292.078613
	Iteration 6Q: 3 clusters Score -5440898 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -5441636.000000 Penalty: 5292.078613
	Iteration 7Q: 3 clusters Score -5441636 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -5442695.000000 Penalty: 5292.078613
	Iteration 8F: 3 clusters Score -5442695 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -5444448.500000 Penalty: 5292.078613
	Iteration 9F: 3 clusters Score -5444448 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -5446875.500000 Penalty: 5292.078613
	Iteration 10F: 3 clusters Score -5446876 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -5449741.000000 Penalty: 5292.078613
	Iteration 11F: 3 clusters Score -5449741 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5452230.500000 Penalty: 5292.078613
	Iteration 12F: 3 clusters Score -5452230 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5453655.000000 Penalty: 5292.078613
	Iteration 13Q: 3 clusters Score -5453655 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5454168.000000 Penalty: 5292.078613
	Iteration 14Q: 3 clusters Score -5454168 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5454392.000000 Penalty: 5292.078613
	Iteration 15Q: 3 clusters Score -5454392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5454514.000000 Penalty: 5292.078613
	Iteration 16Q: 3 clusters Score -5454514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5454548.500000 Penalty: 5292.078613
	Iteration 17Q: 3 clusters Score -5454548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5454594.500000 Penalty: 5292.078613
	Iteration 18Q: 3 clusters Score -5454594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5454620.000000 Penalty: 5292.078613
	Iteration 19Q: 3 clusters Score -5454620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5454631.000000 Penalty: 5292.078613
	Iteration 20F: 3 clusters Score -5454631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5454638.500000 Penalty: 5292.078613
	Iteration 21Q: 3 clusters Score -5454638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5454641.500000 Penalty: 5292.078613
	Iteration 22Q: 3 clusters Score -5454642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5454639.000000 Penalty: 5292.078613
	Iteration 23Q: 3 clusters Score -5454639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5454645.500000 Penalty: 5292.078613
	Iteration 24Q: 3 clusters Score -5454646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5454643.000000 Penalty: 5292.078613
	Iteration 25Q: 3 clusters Score -5454643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5454643.000000 Penalty: 5292.078613
	Iteration 26F: 3 clusters Score -5454643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Entering Unmasked Estep 
Score: -5526715.500000 Penalty: 2658.170898
	Iteration 0F: 2 clusters Score -5526716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -5496292.000000 Penalty: 5316.341797
	Iteration 0F: 3 clusters Score -5496292 nChanged 20863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -5507858.000000 Penalty: 5316.341797
	Iteration 1F: 3 clusters Score -5507858 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -5508632.000000 Penalty: 5316.341797
	Iteration 2Q: 3 clusters Score -5508632 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -5509678.500000 Penalty: 5316.341797
	Iteration 3F: 3 clusters Score -5509678 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -5511132.000000 Penalty: 5316.341797
	Iteration 4F: 3 clusters Score -5511132 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -5512933.500000 Penalty: 5316.341797
	Iteration 5F: 3 clusters Score -5512934 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -5514876.000000 Penalty: 5316.341797
	Iteration 6F: 3 clusters Score -5514876 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -5516865.500000 Penalty: 5316.341797
	Iteration 7F: 3 clusters Score -5516866 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -5518718.500000 Penalty: 5316.341797
	Iteration 8F: 3 clusters Score -5518718 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -5520295.000000 Penalty: 5316.341797
	Iteration 9F: 3 clusters Score -5520295 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -5521577.000000 Penalty: 5316.341797
	Iteration 10Q: 3 clusters Score -5521577 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -5522363.000000 Penalty: 5316.341797
	Iteration 11Q: 3 clusters Score -5522363 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -5522872.500000 Penalty: 5316.341797
	Iteration 12Q: 3 clusters Score -5522872 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -5523199.000000 Penalty: 5316.341797
	Iteration 13Q: 3 clusters Score -5523199 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -5523407.000000 Penalty: 5316.341797
	Iteration 14Q: 3 clusters Score -5523407 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -5523586.000000 Penalty: 5316.341797
	Iteration 15Q: 3 clusters Score -5523586 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -5523685.500000 Penalty: 5316.341797
	Iteration 16Q: 3 clusters Score -5523686 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -5523826.500000 Penalty: 5316.341797
	Iteration 17Q: 3 clusters Score -5523826 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -5523908.500000 Penalty: 5316.341797
	Iteration 18Q: 3 clusters Score -5523908 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -5524010.000000 Penalty: 5316.341797
	Iteration 19Q: 3 clusters Score -5524010 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -5524145.500000 Penalty: 5316.341797
	Iteration 20F: 3 clusters Score -5524146 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -5524245.000000 Penalty: 5316.341797
	Iteration 21Q: 3 clusters Score -5524245 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -5524370.500000 Penalty: 5316.341797
	Iteration 22Q: 3 clusters Score -5524370 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -5524524.000000 Penalty: 5316.341797
	Iteration 23Q: 3 clusters Score -5524524 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -5524693.500000 Penalty: 5316.341797
	Iteration 24Q: 3 clusters Score -5524694 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -5524867.500000 Penalty: 5316.341797
	Iteration 25Q: 3 clusters Score -5524868 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -5525140.500000 Penalty: 5316.341797
	Iteration 26Q: 3 clusters Score -5525140 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5525356.500000 Penalty: 5316.341797
	Iteration 27Q: 3 clusters Score -5525356 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -5525521.000000 Penalty: 5316.341797
	Iteration 28Q: 3 clusters Score -5525521 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -5525646.500000 Penalty: 5316.341797
	Iteration 29Q: 3 clusters Score -5525646 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -5525719.500000 Penalty: 5316.341797
	Iteration 30Q: 3 clusters Score -5525720 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -5525816.000000 Penalty: 5316.341797
	Iteration 31Q: 3 clusters Score -5525816 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -5525870.500000 Penalty: 5316.341797
	Iteration 32Q: 3 clusters Score -5525870 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5525946 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5525968 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5525982 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5525978 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5525982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5526000 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5526006 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5526017 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5526018 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5526034 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5526042 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20178 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5526050 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20123 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5526059 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5526063 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5526068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5526074 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5526094 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5526089 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5526100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -5526113.000000 Penalty: 5316.341797
	Iteration 53Q: 3 clusters Score -5526113 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5526116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5526128 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5526132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -5526139.000000 Penalty: 5316.341797
	Iteration 57Q: 3 clusters Score -5526139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5526148 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -5526145.500000 Penalty: 5316.341797
	Iteration 59Q: 3 clusters Score -5526146 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -5526131.500000 Penalty: 5316.341797
	Iteration 60F: 3 clusters Score -5526132 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 26000 members 
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	Iteration 61Q: 3 clusters Score -5526148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5526148 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5526149 nChanged 49
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Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5526164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5526162 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5526162 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5526161 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5526154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5526156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5526153 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5526162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -5526160.000000 Penalty: 5316.341797
	Iteration 72Q: 3 clusters Score -5526160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5526156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5526160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5526151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5526158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5526159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5526156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5526166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5526166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5526168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5526162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5526169 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18312 members 
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Entering Unmasked Estep 
Score: -5526171.000000 Penalty: 5316.341797
	Iteration 84Q: 3 clusters Score -5526171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
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Entering Unmasked Estep 
Score: -5526183.500000 Penalty: 5316.341797
	Iteration 85Q: 3 clusters Score -5526184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -5526176.000000 Penalty: 5316.341797
	Iteration 86Q: 3 clusters Score -5526176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5526160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5526188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5526185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5526192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5526189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5526193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5526196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5526196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -5526199.000000 Penalty: 5316.341797
	Iteration 95Q: 3 clusters Score -5526199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5526199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5526192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5526193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5526194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -5526191.500000 Penalty: 5316.341797
	Iteration 100F: 3 clusters Score -5526192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -5526203.000000 Penalty: 5316.341797
	Iteration 101Q: 3 clusters Score -5526203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -5526201.000000 Penalty: 5316.341797
	Iteration 102Q: 3 clusters Score -5526201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -5526208.500000 Penalty: 5316.341797
	Iteration 103Q: 3 clusters Score -5526208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -5526213.500000 Penalty: 5316.341797
	Iteration 104Q: 3 clusters Score -5526214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -5526225.500000 Penalty: 5316.341797
	Iteration 105Q: 3 clusters Score -5526226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -5526237.500000 Penalty: 5316.341797
	Iteration 106Q: 3 clusters Score -5526238 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -5526233.000000 Penalty: 5316.341797
	Iteration 107Q: 3 clusters Score -5526233 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5526239 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5526238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5526238 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -5526244.000000 Penalty: 5316.341797
	Iteration 111Q: 3 clusters Score -5526244 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5526256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -5526253.500000 Penalty: 5316.341797
	Iteration 113Q: 3 clusters Score -5526254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
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Entering Unmasked Estep 
Score: -5526265.500000 Penalty: 5316.341797
	Iteration 114Q: 3 clusters Score -5526266 nChanged 54
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Mstep: Class 1 contains 16829 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5526275 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
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Entering Unmasked Estep 
Score: -5526289.500000 Penalty: 5316.341797
	Iteration 116Q: 3 clusters Score -5526290 nChanged 44
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Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5526290 nChanged 32
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Mstep: Class 1 contains 16703 members 
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Entering Unmasked Estep 
Score: -5526281.500000 Penalty: 5316.341797
	Iteration 118Q: 3 clusters Score -5526282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -5526279.000000 Penalty: 5316.341797
	Iteration 119Q: 3 clusters Score -5526279 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5526278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
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Entering Unmasked Estep 
Score: -5526297.500000 Penalty: 5316.341797
	Iteration 121Q: 3 clusters Score -5526298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -5526295.500000 Penalty: 5316.341797
	Iteration 122Q: 3 clusters Score -5526296 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -5526303.500000 Penalty: 5316.341797
	Iteration 123Q: 3 clusters Score -5526304 nChanged 21
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Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5526294 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16549 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5526293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -5526298.500000 Penalty: 5316.341797
	Iteration 126Q: 3 clusters Score -5526298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5526301.500000 Penalty: 5316.341797
	Iteration 127Q: 3 clusters Score -5526302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -5526297.500000 Penalty: 5316.341797
	Iteration 128Q: 3 clusters Score -5526298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -5526298.500000 Penalty: 5316.341797
	Iteration 129Q: 3 clusters Score -5526298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -5526297.000000 Penalty: 5316.341797
	Iteration 130Q: 3 clusters Score -5526297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -5526307.000000 Penalty: 5316.341797
	Iteration 131Q: 3 clusters Score -5526307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -5526317.500000 Penalty: 5316.341797
	Iteration 132Q: 3 clusters Score -5526318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -5526315.500000 Penalty: 5316.341797
	Iteration 133Q: 3 clusters Score -5526316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -5526312.000000 Penalty: 5316.341797
	Iteration 134Q: 3 clusters Score -5526312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -5526307.000000 Penalty: 5316.341797
	Iteration 135Q: 3 clusters Score -5526307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -5526308.500000 Penalty: 5316.341797
	Iteration 136Q: 3 clusters Score -5526308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -5526307.500000 Penalty: 5316.341797
	Iteration 137Q: 3 clusters Score -5526308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -5526309.000000 Penalty: 5316.341797
	Iteration 138Q: 3 clusters Score -5526309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -5526303.500000 Penalty: 5316.341797
	Iteration 139Q: 3 clusters Score -5526304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -5526306.500000 Penalty: 5316.341797
	Iteration 140F: 3 clusters Score -5526306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5526309.000000 Penalty: 5316.341797
	Iteration 141Q: 3 clusters Score -5526309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -5526303.000000 Penalty: 5316.341797
	Iteration 142Q: 3 clusters Score -5526303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -5526305.500000 Penalty: 5316.341797
	Iteration 143Q: 3 clusters Score -5526306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -5526305.500000 Penalty: 5316.341797
	Iteration 144F: 3 clusters Score -5526306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -334792.156250 Penalty: 1973.813843
	Iteration 0F: 2 clusters Score -334792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -331602.218750 Penalty: 3947.627686
	Iteration 0F: 3 clusters Score -331602.2 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -332261.562500 Penalty: 3947.627686
	Iteration 1F: 3 clusters Score -332261.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -332435.843750 Penalty: 3947.627686
	Iteration 2F: 3 clusters Score -332435.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -332529.468750 Penalty: 3947.627686
	Iteration 3Q: 3 clusters Score -332529.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -332595.406250 Penalty: 3947.627686
	Iteration 4Q: 3 clusters Score -332595.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -332644.281250 Penalty: 3947.627686
	Iteration 5Q: 3 clusters Score -332644.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -332694.468750 Penalty: 3947.627686
	Iteration 6Q: 3 clusters Score -332694.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -332743.625000 Penalty: 3947.627686
	Iteration 7Q: 3 clusters Score -332743.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -332793.093750 Penalty: 3947.627686
	Iteration 8Q: 3 clusters Score -332793.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -332848.343750 Penalty: 3947.627686
	Iteration 9Q: 3 clusters Score -332848.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -332915.812500 Penalty: 3947.627686
	Iteration 10Q: 3 clusters Score -332915.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -333007.812500 Penalty: 3947.627686
	Iteration 11Q: 3 clusters Score -333007.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -333099.406250 Penalty: 3947.627686
	Iteration 12Q: 3 clusters Score -333099.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -333177.843750 Penalty: 3947.627686
	Iteration 13Q: 3 clusters Score -333177.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -333254.625000 Penalty: 3947.627686
	Iteration 14Q: 3 clusters Score -333254.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -333327.218750 Penalty: 3947.627686
	Iteration 15Q: 3 clusters Score -333327.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -333397.187500 Penalty: 3947.627686
	Iteration 16Q: 3 clusters Score -333397.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -333475.468750 Penalty: 3947.627686
	Iteration 17Q: 3 clusters Score -333475.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -333559.406250 Penalty: 3947.627686
	Iteration 18Q: 3 clusters Score -333559.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -333644.218750 Penalty: 3947.627686
	Iteration 19Q: 3 clusters Score -333644.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -333746.281250 Penalty: 3947.627686
	Iteration 20F: 3 clusters Score -333746.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -333870.343750 Penalty: 3947.627686
	Iteration 21Q: 3 clusters Score -333870.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -334010.312500 Penalty: 3947.627686
	Iteration 22Q: 3 clusters Score -334010.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -334123.406250 Penalty: 3947.627686
	Iteration 23Q: 3 clusters Score -334123.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -334217.062500 Penalty: 3947.627686
	Iteration 24Q: 3 clusters Score -334217.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -334299.906250 Penalty: 3947.627686
	Iteration 25Q: 3 clusters Score -334299.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -334359.500000 Penalty: 3947.627686
	Iteration 26Q: 3 clusters Score -334359.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -334380.937500 Penalty: 3947.627686
	Iteration 27Q: 3 clusters Score -334380.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -334387.281250 Penalty: 3947.627686
	Iteration 28Q: 3 clusters Score -334387.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -334390.250000 Penalty: 3947.627686
	Iteration 29Q: 3 clusters Score -334390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -334389.968750 Penalty: 3947.627686
	Iteration 30Q: 3 clusters Score -334390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -334389.968750 Penalty: 3947.627686
	Iteration 31F: 3 clusters Score -334390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104867 members 
Entering Unmasked Estep 
Score: -13312016.000000 Penalty: 2866.990967
	Iteration 0F: 2 clusters Score -1.331202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -13241931.000000 Penalty: 5733.981934
	Iteration 0F: 3 clusters Score -1.324193e+07 nChanged 49672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -13270427.000000 Penalty: 5733.981934
	Iteration 1F: 3 clusters Score -1.327043e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -13271255.000000 Penalty: 5733.981934
	Iteration 2Q: 3 clusters Score -1.327126e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -13272279.000000 Penalty: 5733.981934
	Iteration 3Q: 3 clusters Score -1.327228e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -13273742.000000 Penalty: 5733.981934
	Iteration 4Q: 3 clusters Score -1.327374e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -13276120.000000 Penalty: 5733.981934
	Iteration 5Q: 3 clusters Score -1.327612e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -13279762.000000 Penalty: 5733.981934
	Iteration 6F: 3 clusters Score -1.327976e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -13284740.000000 Penalty: 5733.981934
	Iteration 7F: 3 clusters Score -1.328474e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 81107 members 
Entering Unmasked Estep 
Score: -13290564.000000 Penalty: 5733.981934
	Iteration 8F: 3 clusters Score -1.329056e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -13295961.000000 Penalty: 5733.981934
	Iteration 9F: 3 clusters Score -1.329596e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -13300373.000000 Penalty: 5733.981934
	Iteration 10F: 3 clusters Score -1.330037e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 97546 members 
Entering Unmasked Estep 
Score: -13303838.000000 Penalty: 5733.981934
	Iteration 11Q: 3 clusters Score -1.330384e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 100614 members 
Entering Unmasked Estep 
Score: -13306374.000000 Penalty: 5733.981934
	Iteration 12Q: 3 clusters Score -1.330637e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 102484 members 
Entering Unmasked Estep 
Score: -13307941.000000 Penalty: 5733.981934
	Iteration 13Q: 3 clusters Score -1.330794e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -13308745.000000 Penalty: 5733.981934
	Iteration 14Q: 3 clusters Score -1.330874e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -13309089.000000 Penalty: 5733.981934
	Iteration 15Q: 3 clusters Score -1.330909e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 104145 members 
Entering Unmasked Estep 
Score: -13309245.000000 Penalty: 5733.981934
	Iteration 16Q: 3 clusters Score -1.330924e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 104265 members 
Entering Unmasked Estep 
Score: -13309323.000000 Penalty: 5733.981934
	Iteration 17Q: 3 clusters Score -1.330932e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -13309360.000000 Penalty: 5733.981934
	Iteration 18Q: 3 clusters Score -1.330936e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 104354 members 
Entering Unmasked Estep 
Score: -13309416.000000 Penalty: 5733.981934
	Iteration 19Q: 3 clusters Score -1.330942e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 104378 members 
Entering Unmasked Estep 
Score: -13309444.000000 Penalty: 5733.981934
	Iteration 20F: 3 clusters Score -1.330944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 104395 members 
Entering Unmasked Estep 
Score: -13309454.000000 Penalty: 5733.981934
	Iteration 21Q: 3 clusters Score -1.330945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -13309458.000000 Penalty: 5733.981934
	Iteration 22Q: 3 clusters Score -1.330946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 104405 members 
Entering Unmasked Estep 
Score: -13309456.000000 Penalty: 5733.981934
	Iteration 23Q: 3 clusters Score -1.330946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -13309455.000000 Penalty: 5733.981934
	Iteration 24Q: 3 clusters Score -1.330946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 104414 members 
Entering Unmasked Estep 
Score: -13309466.000000 Penalty: 5733.981934
	Iteration 25Q: 3 clusters Score -1.330947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 104418 members 
Entering Unmasked Estep 
Score: -13309482.000000 Penalty: 5733.981934
	Iteration 26Q: 3 clusters Score -1.330948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -13309497.000000 Penalty: 5733.981934
	Iteration 27Q: 3 clusters Score -1.33095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 104429 members 
Entering Unmasked Estep 
Score: -13309498.000000 Penalty: 5733.981934
	Iteration 28Q: 3 clusters Score -1.33095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 104435 members 
Entering Unmasked Estep 
Score: -13309510.000000 Penalty: 5733.981934
	Iteration 29Q: 3 clusters Score -1.330951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 104440 members 
Entering Unmasked Estep 
Score: -13309526.000000 Penalty: 5733.981934
	Iteration 30Q: 3 clusters Score -1.330953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -13309524.000000 Penalty: 5733.981934
	Iteration 31Q: 3 clusters Score -1.330952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -13309525.000000 Penalty: 5733.981934
	Iteration 32Q: 3 clusters Score -1.330952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -13309528.000000 Penalty: 5733.981934
	Iteration 33Q: 3 clusters Score -1.330953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -13309539.000000 Penalty: 5733.981934
	Iteration 34Q: 3 clusters Score -1.330954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -13309535.000000 Penalty: 5733.981934
	Iteration 35Q: 3 clusters Score -1.330954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -13309535.000000 Penalty: 5733.981934
	Iteration 36F: 3 clusters Score -1.330954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -94403.398438 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -94403.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92630.640625 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -92630.64 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92874.031250 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -92874.03 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92941.960938 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -92941.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92979.242188 Penalty: 3310.582520
	Iteration 3Q: 3 clusters Score -92979.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92999.125000 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -92999.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -93015.953125 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -93015.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -93020.695312 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -93020.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -93020.695312 Penalty: 3310.582520
	Iteration 7F: 3 clusters Score -93020.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Entering Unmasked Estep 
Score: -1692301.500000 Penalty: 2371.615967
	Iteration 0F: 2 clusters Score -1692302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1681975.875000 Penalty: 4743.231934
	Iteration 0F: 3 clusters Score -1681976 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1685230.000000 Penalty: 4743.231934
	Iteration 1F: 3 clusters Score -1685230 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1685665.000000 Penalty: 4743.231934
	Iteration 2F: 3 clusters Score -1685665 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1686086.500000 Penalty: 4743.231934
	Iteration 3F: 3 clusters Score -1686086 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1686539.625000 Penalty: 4743.231934
	Iteration 4F: 3 clusters Score -1686540 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1687091.250000 Penalty: 4743.231934
	Iteration 5F: 3 clusters Score -1687091 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1687820.750000 Penalty: 4743.231934
	Iteration 6F: 3 clusters Score -1687821 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1688624.500000 Penalty: 4743.231934
	Iteration 7F: 3 clusters Score -1688624 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1689341.125000 Penalty: 4743.231934
	Iteration 8F: 3 clusters Score -1689341 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1689908.500000 Penalty: 4743.231934
	Iteration 9Q: 3 clusters Score -1689908 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1690314.875000 Penalty: 4743.231934
	Iteration 10Q: 3 clusters Score -1690315 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1690618.875000 Penalty: 4743.231934
	Iteration 11Q: 3 clusters Score -1690619 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1690859.750000 Penalty: 4743.231934
	Iteration 12Q: 3 clusters Score -1690860 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1691031.250000 Penalty: 4743.231934
	Iteration 13Q: 3 clusters Score -1691031 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1691207.250000 Penalty: 4743.231934
	Iteration 14Q: 3 clusters Score -1691207 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1691395.500000 Penalty: 4743.231934
	Iteration 15Q: 3 clusters Score -1691396 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1691585.250000 Penalty: 4743.231934
	Iteration 16Q: 3 clusters Score -1691585 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1691733.125000 Penalty: 4743.231934
	Iteration 17Q: 3 clusters Score -1691733 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1691815.125000 Penalty: 4743.231934
	Iteration 18Q: 3 clusters Score -1691815 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1691859.000000 Penalty: 4743.231934
	Iteration 19Q: 3 clusters Score -1691859 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1691888.500000 Penalty: 4743.231934
	Iteration 20F: 3 clusters Score -1691888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1691906.375000 Penalty: 4743.231934
	Iteration 21Q: 3 clusters Score -1691906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1691916.875000 Penalty: 4743.231934
	Iteration 22Q: 3 clusters Score -1691917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1691919.500000 Penalty: 4743.231934
	Iteration 23Q: 3 clusters Score -1691920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1691924.375000 Penalty: 4743.231934
	Iteration 24Q: 3 clusters Score -1691924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1691935.375000 Penalty: 4743.231934
	Iteration 25Q: 3 clusters Score -1691935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1691937.500000 Penalty: 4743.231934
	Iteration 26Q: 3 clusters Score -1691938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1691939.000000 Penalty: 4743.231934
	Iteration 27Q: 3 clusters Score -1691939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1691940.625000 Penalty: 4743.231934
	Iteration 28Q: 3 clusters Score -1691941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1691937.875000 Penalty: 4743.231934
	Iteration 29Q: 3 clusters Score -1691938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1691933.125000 Penalty: 4743.231934
	Iteration 30Q: 3 clusters Score -1691933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1691941.000000 Penalty: 4743.231934
	Iteration 31Q: 3 clusters Score -1691941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1691941.250000 Penalty: 4743.231934
	Iteration 32Q: 3 clusters Score -1691941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1691941.125000 Penalty: 4743.231934
	Iteration 33Q: 3 clusters Score -1691941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1691941.125000 Penalty: 4743.231934
	Iteration 34F: 3 clusters Score -1691941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Entering Unmasked Estep 
Score: -5358551.000000 Penalty: 2633.653320
	Iteration 0F: 2 clusters Score -5358551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -5330745.000000 Penalty: 5267.306641
	Iteration 0F: 3 clusters Score -5330745 nChanged 18745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -5341209.500000 Penalty: 5267.306641
	Iteration 1F: 3 clusters Score -5341210 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -5341725.000000 Penalty: 5267.306641
	Iteration 2Q: 3 clusters Score -5341725 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -5342205.000000 Penalty: 5267.306641
	Iteration 3Q: 3 clusters Score -5342205 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -5342741.500000 Penalty: 5267.306641
	Iteration 4Q: 3 clusters Score -5342742 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -5343344.000000 Penalty: 5267.306641
	Iteration 5Q: 3 clusters Score -5343344 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -5343964.500000 Penalty: 5267.306641
	Iteration 6Q: 3 clusters Score -5343964 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -5344793.500000 Penalty: 5267.306641
	Iteration 7Q: 3 clusters Score -5344794 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -5345884.000000 Penalty: 5267.306641
	Iteration 8Q: 3 clusters Score -5345884 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -5347280.000000 Penalty: 5267.306641
	Iteration 9F: 3 clusters Score -5347280 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -5348819.500000 Penalty: 5267.306641
	Iteration 10F: 3 clusters Score -5348820 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -5350247.500000 Penalty: 5267.306641
	Iteration 11Q: 3 clusters Score -5350248 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -5351276.500000 Penalty: 5267.306641
	Iteration 12Q: 3 clusters Score -5351276 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -5351880.500000 Penalty: 5267.306641
	Iteration 13Q: 3 clusters Score -5351880 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -5352287.500000 Penalty: 5267.306641
	Iteration 14Q: 3 clusters Score -5352288 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -5352579.000000 Penalty: 5267.306641
	Iteration 15Q: 3 clusters Score -5352579 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -5352924.000000 Penalty: 5267.306641
	Iteration 16Q: 3 clusters Score -5352924 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -5353236.000000 Penalty: 5267.306641
	Iteration 17Q: 3 clusters Score -5353236 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -5353500.000000 Penalty: 5267.306641
	Iteration 18Q: 3 clusters Score -5353500 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -5353799.000000 Penalty: 5267.306641
	Iteration 19Q: 3 clusters Score -5353799 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -5354034.500000 Penalty: 5267.306641
	Iteration 20F: 3 clusters Score -5354034 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -5354284.500000 Penalty: 5267.306641
	Iteration 21Q: 3 clusters Score -5354284 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -5354477.000000 Penalty: 5267.306641
	Iteration 22Q: 3 clusters Score -5354477 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -5354664.000000 Penalty: 5267.306641
	Iteration 23Q: 3 clusters Score -5354664 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -5354843.000000 Penalty: 5267.306641
	Iteration 24Q: 3 clusters Score -5354843 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -5354996.500000 Penalty: 5267.306641
	Iteration 25Q: 3 clusters Score -5354996 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -5355133.500000 Penalty: 5267.306641
	Iteration 26Q: 3 clusters Score -5355134 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -5355242.500000 Penalty: 5267.306641
	Iteration 27Q: 3 clusters Score -5355242 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -5355397.500000 Penalty: 5267.306641
	Iteration 28Q: 3 clusters Score -5355398 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -5355510.500000 Penalty: 5267.306641
	Iteration 29Q: 3 clusters Score -5355510 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -5355591.500000 Penalty: 5267.306641
	Iteration 30Q: 3 clusters Score -5355592 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -5355646.000000 Penalty: 5267.306641
	Iteration 31Q: 3 clusters Score -5355646 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -5355693.500000 Penalty: 5267.306641
	Iteration 32Q: 3 clusters Score -5355694 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -5355733.000000 Penalty: 5267.306641
	Iteration 33Q: 3 clusters Score -5355733 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -5355781.500000 Penalty: 5267.306641
	Iteration 34Q: 3 clusters Score -5355782 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -5355813.000000 Penalty: 5267.306641
	Iteration 35Q: 3 clusters Score -5355813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -5355840.000000 Penalty: 5267.306641
	Iteration 36Q: 3 clusters Score -5355840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -5355883.000000 Penalty: 5267.306641
	Iteration 37Q: 3 clusters Score -5355883 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -5355921.500000 Penalty: 5267.306641
	Iteration 38Q: 3 clusters Score -5355922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5355961.500000 Penalty: 5267.306641
	Iteration 39Q: 3 clusters Score -5355962 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -5355985.000000 Penalty: 5267.306641
	Iteration 40F: 3 clusters Score -5355985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -5355994.000000 Penalty: 5267.306641
	Iteration 41Q: 3 clusters Score -5355994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -5356019.000000 Penalty: 5267.306641
	Iteration 42Q: 3 clusters Score -5356019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -5356031.000000 Penalty: 5267.306641
	Iteration 43Q: 3 clusters Score -5356031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -5356039.500000 Penalty: 5267.306641
	Iteration 44Q: 3 clusters Score -5356040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -5356034.000000 Penalty: 5267.306641
	Iteration 45Q: 3 clusters Score -5356034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -5356061.500000 Penalty: 5267.306641
	Iteration 46Q: 3 clusters Score -5356062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -5356076.500000 Penalty: 5267.306641
	Iteration 47Q: 3 clusters Score -5356076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -5356093.500000 Penalty: 5267.306641
	Iteration 48Q: 3 clusters Score -5356094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -5356110.000000 Penalty: 5267.306641
	Iteration 49Q: 3 clusters Score -5356110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -5356128.000000 Penalty: 5267.306641
	Iteration 50Q: 3 clusters Score -5356128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -5356128.000000 Penalty: 5267.306641
	Iteration 51Q: 3 clusters Score -5356128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -5356136.000000 Penalty: 5267.306641
	Iteration 52Q: 3 clusters Score -5356136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -5356151.000000 Penalty: 5267.306641
	Iteration 53Q: 3 clusters Score -5356151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -5356156.500000 Penalty: 5267.306641
	Iteration 54Q: 3 clusters Score -5356156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -5356158.000000 Penalty: 5267.306641
	Iteration 55Q: 3 clusters Score -5356158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -5356155.500000 Penalty: 5267.306641
	Iteration 56Q: 3 clusters Score -5356156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -5356159.500000 Penalty: 5267.306641
	Iteration 57Q: 3 clusters Score -5356160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -5356156.000000 Penalty: 5267.306641
	Iteration 58Q: 3 clusters Score -5356156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5356158.500000 Penalty: 5267.306641
	Iteration 59Q: 3 clusters Score -5356158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -5356164.000000 Penalty: 5267.306641
	Iteration 60F: 3 clusters Score -5356164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -5356166.000000 Penalty: 5267.306641
	Iteration 61Q: 3 clusters Score -5356166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -5356166.500000 Penalty: 5267.306641
	Iteration 62Q: 3 clusters Score -5356166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5356174.500000 Penalty: 5267.306641
	Iteration 63Q: 3 clusters Score -5356174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5356176.000000 Penalty: 5267.306641
	Iteration 64Q: 3 clusters Score -5356176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5356180.500000 Penalty: 5267.306641
	Iteration 65Q: 3 clusters Score -5356180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -5356188.000000 Penalty: 5267.306641
	Iteration 66Q: 3 clusters Score -5356188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -5356192.500000 Penalty: 5267.306641
	Iteration 67Q: 3 clusters Score -5356192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -5356198.500000 Penalty: 5267.306641
	Iteration 68Q: 3 clusters Score -5356198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -5356198.000000 Penalty: 5267.306641
	Iteration 69Q: 3 clusters Score -5356198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5356193.000000 Penalty: 5267.306641
	Iteration 70Q: 3 clusters Score -5356193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5356195.000000 Penalty: 5267.306641
	Iteration 71Q: 3 clusters Score -5356195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5356195.000000 Penalty: 5267.306641
	Iteration 72F: 3 clusters Score -5356195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (136344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136344 members 
Entering Unmasked Estep 
Score: -17669918.000000 Penalty: 2932.088135
	Iteration 0F: 2 clusters Score -1.766992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -17578994.000000 Penalty: 5864.176270
	Iteration 0F: 3 clusters Score -1.757899e+07 nChanged 65264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -17617486.000000 Penalty: 5864.176270
	Iteration 1F: 3 clusters Score -1.761749e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 73323 members 
Entering Unmasked Estep 
Score: -17618786.000000 Penalty: 5864.176270
	Iteration 2Q: 3 clusters Score -1.761879e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 76452 members 
Entering Unmasked Estep 
Score: -17620668.000000 Penalty: 5864.176270
	Iteration 3Q: 3 clusters Score -1.762067e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -17623736.000000 Penalty: 5864.176270
	Iteration 4Q: 3 clusters Score -1.762374e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -17628732.000000 Penalty: 5864.176270
	Iteration 5F: 3 clusters Score -1.762873e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 96240 members 
Entering Unmasked Estep 
Score: -17636216.000000 Penalty: 5864.176270
	Iteration 6F: 3 clusters Score -1.763622e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 105612 members 
Entering Unmasked Estep 
Score: -17645138.000000 Penalty: 5864.176270
	Iteration 7F: 3 clusters Score -1.764514e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 114049 members 
Entering Unmasked Estep 
Score: -17653620.000000 Penalty: 5864.176270
	Iteration 8F: 3 clusters Score -1.765362e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 120445 members 
Entering Unmasked Estep 
Score: -17659546.000000 Penalty: 5864.176270
	Iteration 9F: 3 clusters Score -1.765955e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 124628 members 
Entering Unmasked Estep 
Score: -17663058.000000 Penalty: 5864.176270
	Iteration 10Q: 3 clusters Score -1.766306e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 127171 members 
Entering Unmasked Estep 
Score: -17664826.000000 Penalty: 5864.176270
	Iteration 11Q: 3 clusters Score -1.766483e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 128809 members 
Entering Unmasked Estep 
Score: -17666034.000000 Penalty: 5864.176270
	Iteration 12Q: 3 clusters Score -1.766603e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 129958 members 
Entering Unmasked Estep 
Score: -17666724.000000 Penalty: 5864.176270
	Iteration 13Q: 3 clusters Score -1.766672e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 130847 members 
Entering Unmasked Estep 
Score: -17667088.000000 Penalty: 5864.176270
	Iteration 14Q: 3 clusters Score -1.766709e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 131545 members 
Entering Unmasked Estep 
Score: -17667300.000000 Penalty: 5864.176270
	Iteration 15Q: 3 clusters Score -1.76673e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 132096 members 
Entering Unmasked Estep 
Score: -17667480.000000 Penalty: 5864.176270
	Iteration 16Q: 3 clusters Score -1.766748e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 132518 members 
Entering Unmasked Estep 
Score: -17667578.000000 Penalty: 5864.176270
	Iteration 17Q: 3 clusters Score -1.766758e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 132825 members 
Entering Unmasked Estep 
Score: -17667676.000000 Penalty: 5864.176270
	Iteration 18Q: 3 clusters Score -1.766768e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -17667742.000000 Penalty: 5864.176270
	Iteration 19Q: 3 clusters Score -1.766774e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 133268 members 
Entering Unmasked Estep 
Score: -17667788.000000 Penalty: 5864.176270
	Iteration 20F: 3 clusters Score -1.766779e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 133437 members 
Entering Unmasked Estep 
Score: -17667824.000000 Penalty: 5864.176270
	Iteration 21Q: 3 clusters Score -1.766782e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 133583 members 
Entering Unmasked Estep 
Score: -17667846.000000 Penalty: 5864.176270
	Iteration 22Q: 3 clusters Score -1.766785e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 133697 members 
Entering Unmasked Estep 
Score: -17667838.000000 Penalty: 5864.176270
	Iteration 23Q: 3 clusters Score -1.766784e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 133789 members 
Entering Unmasked Estep 
Score: -17667846.000000 Penalty: 5864.176270
	Iteration 24Q: 3 clusters Score -1.766785e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 133860 members 
Entering Unmasked Estep 
Score: -17667850.000000 Penalty: 5864.176270
	Iteration 25Q: 3 clusters Score -1.766785e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 133938 members 
Entering Unmasked Estep 
Score: -17667834.000000 Penalty: 5864.176270
	Iteration 26Q: 3 clusters Score -1.766783e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 134000 members 
Entering Unmasked Estep 
Score: -17667860.000000 Penalty: 5864.176270
	Iteration 27Q: 3 clusters Score -1.766786e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 134060 members 
Entering Unmasked Estep 
Score: -17667856.000000 Penalty: 5864.176270
	Iteration 28Q: 3 clusters Score -1.766786e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 134126 members 
Entering Unmasked Estep 
Score: -17667848.000000 Penalty: 5864.176270
	Iteration 29Q: 3 clusters Score -1.766785e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 134180 members 
Entering Unmasked Estep 
Score: -17667856.000000 Penalty: 5864.176270
	Iteration 30Q: 3 clusters Score -1.766786e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 134237 members 
Entering Unmasked Estep 
Score: -17667872.000000 Penalty: 5864.176270
	Iteration 31Q: 3 clusters Score -1.766787e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 134285 members 
Entering Unmasked Estep 
Score: -17667874.000000 Penalty: 5864.176270
	Iteration 32Q: 3 clusters Score -1.766787e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 134335 members 
Entering Unmasked Estep 
Score: -17667868.000000 Penalty: 5864.176270
	Iteration 33Q: 3 clusters Score -1.766787e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 134374 members 
Entering Unmasked Estep 
Score: -17667896.000000 Penalty: 5864.176270
	Iteration 34Q: 3 clusters Score -1.76679e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 134407 members 
Entering Unmasked Estep 
Score: -17667904.000000 Penalty: 5864.176270
	Iteration 35Q: 3 clusters Score -1.76679e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 134434 members 
Entering Unmasked Estep 
Score: -17667908.000000 Penalty: 5864.176270
	Iteration 36Q: 3 clusters Score -1.766791e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 134463 members 
Entering Unmasked Estep 
Score: -17667914.000000 Penalty: 5864.176270
	Iteration 37Q: 3 clusters Score -1.766791e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 134486 members 
Entering Unmasked Estep 
Score: -17667916.000000 Penalty: 5864.176270
	Iteration 38Q: 3 clusters Score -1.766792e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 134513 members 
Entering Unmasked Estep 
Score: -17667936.000000 Penalty: 5864.176270
	Iteration 39Q: 3 clusters Score -1.766794e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 134536 members 
Entering Unmasked Estep 
Score: -17667918.000000 Penalty: 5864.176270
	Iteration 40F: 3 clusters Score -1.766792e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 134565 members 
Entering Unmasked Estep 
Score: -17667930.000000 Penalty: 5864.176270
	Iteration 41Q: 3 clusters Score -1.766793e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 134597 members 
Entering Unmasked Estep 
Score: -17667940.000000 Penalty: 5864.176270
	Iteration 42Q: 3 clusters Score -1.766794e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 134628 members 
Entering Unmasked Estep 
Score: -17667926.000000 Penalty: 5864.176270
	Iteration 43Q: 3 clusters Score -1.766793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 134646 members 
Entering Unmasked Estep 
Score: -17667946.000000 Penalty: 5864.176270
	Iteration 44Q: 3 clusters Score -1.766795e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 134664 members 
Entering Unmasked Estep 
Score: -17667948.000000 Penalty: 5864.176270
	Iteration 45Q: 3 clusters Score -1.766795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -17667956.000000 Penalty: 5864.176270
	Iteration 46Q: 3 clusters Score -1.766796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 134702 members 
Entering Unmasked Estep 
Score: -17667976.000000 Penalty: 5864.176270
	Iteration 47Q: 3 clusters Score -1.766798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 134719 members 
Entering Unmasked Estep 
Score: -17667980.000000 Penalty: 5864.176270
	Iteration 48Q: 3 clusters Score -1.766798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 134728 members 
Entering Unmasked Estep 
Score: -17667986.000000 Penalty: 5864.176270
	Iteration 49Q: 3 clusters Score -1.766799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 134737 members 
Entering Unmasked Estep 
Score: -17667974.000000 Penalty: 5864.176270
	Iteration 50Q: 3 clusters Score -1.766797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 134742 members 
Entering Unmasked Estep 
Score: -17667978.000000 Penalty: 5864.176270
	Iteration 51Q: 3 clusters Score -1.766798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 134742 members 
Entering Unmasked Estep 
Score: -17667980.000000 Penalty: 5864.176270
	Iteration 52Q: 3 clusters Score -1.766798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 134743 members 
Entering Unmasked Estep 
Score: -17667986.000000 Penalty: 5864.176270
	Iteration 53Q: 3 clusters Score -1.766799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 134744 members 
Entering Unmasked Estep 
Score: -17667984.000000 Penalty: 5864.176270
	Iteration 54Q: 3 clusters Score -1.766798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 134746 members 
Entering Unmasked Estep 
Score: -17667988.000000 Penalty: 5864.176270
	Iteration 55Q: 3 clusters Score -1.766799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 134746 members 
Entering Unmasked Estep 
Score: -17667988.000000 Penalty: 5864.176270
	Iteration 56F: 3 clusters Score -1.766799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Entering Unmasked Estep 
Score: -4514709.000000 Penalty: 2594.218018
	Iteration 0F: 2 clusters Score -4514709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4490961.000000 Penalty: 5188.436035
	Iteration 0F: 3 clusters Score -4490961 nChanged 15855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -4499565.000000 Penalty: 5188.436035
	Iteration 1F: 3 clusters Score -4499565 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4500116.500000 Penalty: 5188.436035
	Iteration 2Q: 3 clusters Score -4500116 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -4500788.500000 Penalty: 5188.436035
	Iteration 3Q: 3 clusters Score -4500788 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4501500.500000 Penalty: 5188.436035
	Iteration 4Q: 3 clusters Score -4501500 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -4502396.000000 Penalty: 5188.436035
	Iteration 5Q: 3 clusters Score -4502396 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -4503352.000000 Penalty: 5188.436035
	Iteration 6F: 3 clusters Score -4503352 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -4504252.500000 Penalty: 5188.436035
	Iteration 7Q: 3 clusters Score -4504252 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4505168.500000 Penalty: 5188.436035
	Iteration 8Q: 3 clusters Score -4505168 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4505922.500000 Penalty: 5188.436035
	Iteration 9Q: 3 clusters Score -4505922 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -4506440.500000 Penalty: 5188.436035
	Iteration 10Q: 3 clusters Score -4506440 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4506873.500000 Penalty: 5188.436035
	Iteration 11Q: 3 clusters Score -4506874 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4507235.500000 Penalty: 5188.436035
	Iteration 12Q: 3 clusters Score -4507236 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -4507546.000000 Penalty: 5188.436035
	Iteration 13Q: 3 clusters Score -4507546 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4507864.000000 Penalty: 5188.436035
	Iteration 14Q: 3 clusters Score -4507864 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -4508185.500000 Penalty: 5188.436035
	Iteration 15Q: 3 clusters Score -4508186 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -4508540.500000 Penalty: 5188.436035
	Iteration 16Q: 3 clusters Score -4508540 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -4508943.500000 Penalty: 5188.436035
	Iteration 17Q: 3 clusters Score -4508944 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4509377.000000 Penalty: 5188.436035
	Iteration 18Q: 3 clusters Score -4509377 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -4509743.500000 Penalty: 5188.436035
	Iteration 19Q: 3 clusters Score -4509744 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -4510094.500000 Penalty: 5188.436035
	Iteration 20F: 3 clusters Score -4510094 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -4510446.500000 Penalty: 5188.436035
	Iteration 21Q: 3 clusters Score -4510446 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -4510801.000000 Penalty: 5188.436035
	Iteration 22Q: 3 clusters Score -4510801 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -4511114.000000 Penalty: 5188.436035
	Iteration 23Q: 3 clusters Score -4511114 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4511381.500000 Penalty: 5188.436035
	Iteration 24Q: 3 clusters Score -4511382 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4511654.000000 Penalty: 5188.436035
	Iteration 25Q: 3 clusters Score -4511654 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4511836.500000 Penalty: 5188.436035
	Iteration 26Q: 3 clusters Score -4511836 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4511969.000000 Penalty: 5188.436035
	Iteration 27Q: 3 clusters Score -4511969 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4512092.000000 Penalty: 5188.436035
	Iteration 28Q: 3 clusters Score -4512092 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4512180.000000 Penalty: 5188.436035
	Iteration 29Q: 3 clusters Score -4512180 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4512244.000000 Penalty: 5188.436035
	Iteration 30Q: 3 clusters Score -4512244 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4512293.000000 Penalty: 5188.436035
	Iteration 31Q: 3 clusters Score -4512293 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4512334.000000 Penalty: 5188.436035
	Iteration 32Q: 3 clusters Score -4512334 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4512369.000000 Penalty: 5188.436035
	Iteration 33Q: 3 clusters Score -4512369 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4512390.500000 Penalty: 5188.436035
	Iteration 34Q: 3 clusters Score -4512390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4512396.000000 Penalty: 5188.436035
	Iteration 35Q: 3 clusters Score -4512396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4512425.500000 Penalty: 5188.436035
	Iteration 36Q: 3 clusters Score -4512426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4512442.500000 Penalty: 5188.436035
	Iteration 37Q: 3 clusters Score -4512442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4512461.500000 Penalty: 5188.436035
	Iteration 38Q: 3 clusters Score -4512462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4512467.000000 Penalty: 5188.436035
	Iteration 39Q: 3 clusters Score -4512467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4512472.500000 Penalty: 5188.436035
	Iteration 40F: 3 clusters Score -4512472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4512482.500000 Penalty: 5188.436035
	Iteration 41Q: 3 clusters Score -4512482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4512502.000000 Penalty: 5188.436035
	Iteration 42Q: 3 clusters Score -4512502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4512506.500000 Penalty: 5188.436035
	Iteration 43Q: 3 clusters Score -4512506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4512509.500000 Penalty: 5188.436035
	Iteration 44Q: 3 clusters Score -4512510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4512510.500000 Penalty: 5188.436035
	Iteration 45Q: 3 clusters Score -4512510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4512515.000000 Penalty: 5188.436035
	Iteration 46Q: 3 clusters Score -4512515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4512518.500000 Penalty: 5188.436035
	Iteration 47Q: 3 clusters Score -4512518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4512521.500000 Penalty: 5188.436035
	Iteration 48Q: 3 clusters Score -4512522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4512527.000000 Penalty: 5188.436035
	Iteration 49Q: 3 clusters Score -4512527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4512531.000000 Penalty: 5188.436035
	Iteration 50Q: 3 clusters Score -4512531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4512536.000000 Penalty: 5188.436035
	Iteration 51Q: 3 clusters Score -4512536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4512534.500000 Penalty: 5188.436035
	Iteration 52Q: 3 clusters Score -4512534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4512534.000000 Penalty: 5188.436035
	Iteration 53Q: 3 clusters Score -4512534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4512534.000000 Penalty: 5188.436035
	Iteration 54F: 3 clusters Score -4512534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Entering Unmasked Estep 
Score: -776378.000000 Penalty: 2169.303955
	Iteration 0F: 2 clusters Score -776378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -770993.750000 Penalty: 4338.607910
	Iteration 0F: 3 clusters Score -770993.8 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -772399.750000 Penalty: 4338.607910
	Iteration 1F: 3 clusters Score -772399.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -772686.250000 Penalty: 4338.607910
	Iteration 2F: 3 clusters Score -772686.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -772884.562500 Penalty: 4338.607910
	Iteration 3F: 3 clusters Score -772884.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -773080.562500 Penalty: 4338.607910
	Iteration 4Q: 3 clusters Score -773080.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -773252.062500 Penalty: 4338.607910
	Iteration 5Q: 3 clusters Score -773252.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -773393.062500 Penalty: 4338.607910
	Iteration 6Q: 3 clusters Score -773393.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -773511.375000 Penalty: 4338.607910
	Iteration 7Q: 3 clusters Score -773511.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -773610.000000 Penalty: 4338.607910
	Iteration 8Q: 3 clusters Score -773610 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -773713.500000 Penalty: 4338.607910
	Iteration 9Q: 3 clusters Score -773713.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -773819.937500 Penalty: 4338.607910
	Iteration 10Q: 3 clusters Score -773819.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -773907.687500 Penalty: 4338.607910
	Iteration 11Q: 3 clusters Score -773907.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -773987.875000 Penalty: 4338.607910
	Iteration 12Q: 3 clusters Score -773987.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -774066.812500 Penalty: 4338.607910
	Iteration 13Q: 3 clusters Score -774066.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -774166.500000 Penalty: 4338.607910
	Iteration 14Q: 3 clusters Score -774166.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -774231.812500 Penalty: 4338.607910
	Iteration 15Q: 3 clusters Score -774231.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -774303.875000 Penalty: 4338.607910
	Iteration 16Q: 3 clusters Score -774303.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -774349.562500 Penalty: 4338.607910
	Iteration 17Q: 3 clusters Score -774349.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -774385.375000 Penalty: 4338.607910
	Iteration 18Q: 3 clusters Score -774385.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -774418.062500 Penalty: 4338.607910
	Iteration 19Q: 3 clusters Score -774418.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -774444.562500 Penalty: 4338.607910
	Iteration 20F: 3 clusters Score -774444.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -774463.812500 Penalty: 4338.607910
	Iteration 21Q: 3 clusters Score -774463.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -774473.375000 Penalty: 4338.607910
	Iteration 22Q: 3 clusters Score -774473.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -774485.000000 Penalty: 4338.607910
	Iteration 23Q: 3 clusters Score -774485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -774491.062500 Penalty: 4338.607910
	Iteration 24Q: 3 clusters Score -774491.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -774499.500000 Penalty: 4338.607910
	Iteration 25Q: 3 clusters Score -774499.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -774505.000000 Penalty: 4338.607910
	Iteration 26Q: 3 clusters Score -774505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -774513.312500 Penalty: 4338.607910
	Iteration 27Q: 3 clusters Score -774513.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -774517.250000 Penalty: 4338.607910
	Iteration 28Q: 3 clusters Score -774517.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -774524.062500 Penalty: 4338.607910
	Iteration 29Q: 3 clusters Score -774524.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -774526.000000 Penalty: 4338.607910
	Iteration 30Q: 3 clusters Score -774526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -774526.062500 Penalty: 4338.607910
	Iteration 31Q: 3 clusters Score -774526.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -774532.312500 Penalty: 4338.607910
	Iteration 32Q: 3 clusters Score -774532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -774534.625000 Penalty: 4338.607910
	Iteration 33Q: 3 clusters Score -774534.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -774536.312500 Penalty: 4338.607910
	Iteration 34Q: 3 clusters Score -774536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -774537.750000 Penalty: 4338.607910
	Iteration 35Q: 3 clusters Score -774537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -774539.187500 Penalty: 4338.607910
	Iteration 36Q: 3 clusters Score -774539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -774539.562500 Penalty: 4338.607910
	Iteration 37Q: 3 clusters Score -774539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -774541.437500 Penalty: 4338.607910
	Iteration 38Q: 3 clusters Score -774541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -774542.875000 Penalty: 4338.607910
	Iteration 39Q: 3 clusters Score -774542.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -774542.375000 Penalty: 4338.607910
	Iteration 40F: 3 clusters Score -774542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -774542.812500 Penalty: 4338.607910
	Iteration 41Q: 3 clusters Score -774542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -774543.937500 Penalty: 4338.607910
	Iteration 42Q: 3 clusters Score -774543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -774544.250000 Penalty: 4338.607910
	Iteration 43Q: 3 clusters Score -774544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -774546.125000 Penalty: 4338.607910
	Iteration 44Q: 3 clusters Score -774546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -774548.500000 Penalty: 4338.607910
	Iteration 45Q: 3 clusters Score -774548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -774550.625000 Penalty: 4338.607910
	Iteration 46Q: 3 clusters Score -774550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -774552.812500 Penalty: 4338.607910
	Iteration 47Q: 3 clusters Score -774552.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -774554.750000 Penalty: 4338.607910
	Iteration 48Q: 3 clusters Score -774554.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -774558.625000 Penalty: 4338.607910
	Iteration 49Q: 3 clusters Score -774558.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -774561.937500 Penalty: 4338.607910
	Iteration 50Q: 3 clusters Score -774561.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -774562.437500 Penalty: 4338.607910
	Iteration 51Q: 3 clusters Score -774562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -774563.312500 Penalty: 4338.607910
	Iteration 52Q: 3 clusters Score -774563.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -774564.312500 Penalty: 4338.607910
	Iteration 53Q: 3 clusters Score -774564.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -774568.312500 Penalty: 4338.607910
	Iteration 54Q: 3 clusters Score -774568.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -774570.625000 Penalty: 4338.607910
	Iteration 55Q: 3 clusters Score -774570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -774573.687500 Penalty: 4338.607910
	Iteration 56Q: 3 clusters Score -774573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -774575.500000 Penalty: 4338.607910
	Iteration 57Q: 3 clusters Score -774575.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -774576.000000 Penalty: 4338.607910
	Iteration 58Q: 3 clusters Score -774576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -774576.812500 Penalty: 4338.607910
	Iteration 59Q: 3 clusters Score -774576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -774578.750000 Penalty: 4338.607910
	Iteration 60F: 3 clusters Score -774578.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -774582.437500 Penalty: 4338.607910
	Iteration 61Q: 3 clusters Score -774582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -774584.437500 Penalty: 4338.607910
	Iteration 62Q: 3 clusters Score -774584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -774584.375000 Penalty: 4338.607910
	Iteration 63Q: 3 clusters Score -774584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -774586.000000 Penalty: 4338.607910
	Iteration 64Q: 3 clusters Score -774586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -774588.500000 Penalty: 4338.607910
	Iteration 65Q: 3 clusters Score -774588.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -774589.250000 Penalty: 4338.607910
	Iteration 66Q: 3 clusters Score -774589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -774590.000000 Penalty: 4338.607910
	Iteration 67Q: 3 clusters Score -774590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -774590.125000 Penalty: 4338.607910
	Iteration 68Q: 3 clusters Score -774590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -774589.500000 Penalty: 4338.607910
	Iteration 69Q: 3 clusters Score -774589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -774589.500000 Penalty: 4338.607910
	Iteration 70F: 3 clusters Score -774589.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -133504.718750 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -133504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131503.593750 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -131503.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -131793.656250 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -131793.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -131921.218750 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -131921.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -132034.546875 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -132034.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -132099.875000 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -132099.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -132139.609375 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -132139.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -132187.375000 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -132187.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -132228.828125 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -132228.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -132254.656250 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -132254.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -132278.031250 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -132278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -132291.093750 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -132291.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -132301.250000 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -132301.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -132316.687500 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -132316.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -132329.281250 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -132329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -132332.484375 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -132332.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -132333.562500 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -132333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -132333.921875 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -132333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -132335.046875 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -132335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -132335.046875 Penalty: 3474.871338
	Iteration 18F: 3 clusters Score -132335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (100740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Entering Unmasked Estep 
Score: -12701013.000000 Penalty: 2857.033936
	Iteration 0F: 2 clusters Score -1.270101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -12633608.000000 Penalty: 5714.067871
	Iteration 0F: 3 clusters Score -1.263361e+07 nChanged 47766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -12661498.000000 Penalty: 5714.067871
	Iteration 1F: 3 clusters Score -1.26615e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -12663266.000000 Penalty: 5714.067871
	Iteration 2Q: 3 clusters Score -1.266327e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -12665753.000000 Penalty: 5714.067871
	Iteration 3F: 3 clusters Score -1.266575e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -12668380.000000 Penalty: 5714.067871
	Iteration 4F: 3 clusters Score -1.266838e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 54763 members 
Entering Unmasked Estep 
Score: -12670758.000000 Penalty: 5714.067871
	Iteration 5F: 3 clusters Score -1.267076e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -12672857.000000 Penalty: 5714.067871
	Iteration 6F: 3 clusters Score -1.267286e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -12674423.000000 Penalty: 5714.067871
	Iteration 7Q: 3 clusters Score -1.267442e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -12675525.000000 Penalty: 5714.067871
	Iteration 8Q: 3 clusters Score -1.267552e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -12676285.000000 Penalty: 5714.067871
	Iteration 9Q: 3 clusters Score -1.267628e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -12676831.000000 Penalty: 5714.067871
	Iteration 10Q: 3 clusters Score -1.267683e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -12677238.000000 Penalty: 5714.067871
	Iteration 11Q: 3 clusters Score -1.267724e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -12677801.000000 Penalty: 5714.067871
	Iteration 12Q: 3 clusters Score -1.26778e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -12678397.000000 Penalty: 5714.067871
	Iteration 13Q: 3 clusters Score -1.26784e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 68687 members 
Entering Unmasked Estep 
Score: -12679041.000000 Penalty: 5714.067871
	Iteration 14Q: 3 clusters Score -1.267904e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -12680238.000000 Penalty: 5714.067871
	Iteration 15Q: 3 clusters Score -1.268024e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -12681890.000000 Penalty: 5714.067871
	Iteration 16Q: 3 clusters Score -1.268189e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 79604 members 
Entering Unmasked Estep 
Score: -12684233.000000 Penalty: 5714.067871
	Iteration 17Q: 3 clusters Score -1.268423e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 84159 members 
Entering Unmasked Estep 
Score: -12687156.000000 Penalty: 5714.067871
	Iteration 18Q: 3 clusters Score -1.268716e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -12690410.000000 Penalty: 5714.067871
	Iteration 19Q: 3 clusters Score -1.269041e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -12693443.000000 Penalty: 5714.067871
	Iteration 20F: 3 clusters Score -1.269344e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 95305 members 
Entering Unmasked Estep 
Score: -12695705.000000 Penalty: 5714.067871
	Iteration 21Q: 3 clusters Score -1.26957e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -12697079.000000 Penalty: 5714.067871
	Iteration 22Q: 3 clusters Score -1.269708e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 98089 members 
Entering Unmasked Estep 
Score: -12697902.000000 Penalty: 5714.067871
	Iteration 23Q: 3 clusters Score -1.26979e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -12698397.000000 Penalty: 5714.067871
	Iteration 24Q: 3 clusters Score -1.26984e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -12698723.000000 Penalty: 5714.067871
	Iteration 25Q: 3 clusters Score -1.269872e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -12698986.000000 Penalty: 5714.067871
	Iteration 26Q: 3 clusters Score -1.269899e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 99236 members 
Entering Unmasked Estep 
Score: -12699133.000000 Penalty: 5714.067871
	Iteration 27Q: 3 clusters Score -1.269913e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -12699220.000000 Penalty: 5714.067871
	Iteration 28Q: 3 clusters Score -1.269922e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 99328 members 
Entering Unmasked Estep 
Score: -12699268.000000 Penalty: 5714.067871
	Iteration 29Q: 3 clusters Score -1.269927e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -12699305.000000 Penalty: 5714.067871
	Iteration 30Q: 3 clusters Score -1.26993e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 99358 members 
Entering Unmasked Estep 
Score: -12699324.000000 Penalty: 5714.067871
	Iteration 31Q: 3 clusters Score -1.269932e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 99365 members 
Entering Unmasked Estep 
Score: -12699349.000000 Penalty: 5714.067871
	Iteration 32Q: 3 clusters Score -1.269935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 99376 members 
Entering Unmasked Estep 
Score: -12699344.000000 Penalty: 5714.067871
	Iteration 33Q: 3 clusters Score -1.269934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -12699354.000000 Penalty: 5714.067871
	Iteration 34Q: 3 clusters Score -1.269935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 99403 members 
Entering Unmasked Estep 
Score: -12699368.000000 Penalty: 5714.067871
	Iteration 35Q: 3 clusters Score -1.269937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
Score: -12699367.000000 Penalty: 5714.067871
	Iteration 36Q: 3 clusters Score -1.269937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -12699368.000000 Penalty: 5714.067871
	Iteration 37Q: 3 clusters Score -1.269937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 99424 members 
Entering Unmasked Estep 
Score: -12699381.000000 Penalty: 5714.067871
	Iteration 38Q: 3 clusters Score -1.269938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 99424 members 
Entering Unmasked Estep 
Score: -12699370.000000 Penalty: 5714.067871
	Iteration 39Q: 3 clusters Score -1.269937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99429 members 
Entering Unmasked Estep 
Score: -12699376.000000 Penalty: 5714.067871
	Iteration 40F: 3 clusters Score -1.269938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -12699376.000000 Penalty: 5714.067871
	Iteration 41Q: 3 clusters Score -1.269938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 99437 members 
Entering Unmasked Estep 
Score: -12699372.000000 Penalty: 5714.067871
	Iteration 42Q: 3 clusters Score -1.269937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 99441 members 
Entering Unmasked Estep 
Score: -12699377.000000 Penalty: 5714.067871
	Iteration 43Q: 3 clusters Score -1.269938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 99443 members 
Entering Unmasked Estep 
Score: -12699375.000000 Penalty: 5714.067871
	Iteration 44Q: 3 clusters Score -1.269938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -12699373.000000 Penalty: 5714.067871
	Iteration 45Q: 3 clusters Score -1.269937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 99453 members 
Entering Unmasked Estep 
Score: -12699378.000000 Penalty: 5714.067871
	Iteration 46Q: 3 clusters Score -1.269938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 99453 members 
Entering Unmasked Estep 
Score: -12699377.000000 Penalty: 5714.067871
	Iteration 47Q: 3 clusters Score -1.269938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 99457 members 
Entering Unmasked Estep 
Score: -12699379.000000 Penalty: 5714.067871
	Iteration 48Q: 3 clusters Score -1.269938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -12699381.000000 Penalty: 5714.067871
	Iteration 49Q: 3 clusters Score -1.269938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -12699384.000000 Penalty: 5714.067871
	Iteration 50Q: 3 clusters Score -1.269938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 99474 members 
Entering Unmasked Estep 
Score: -12699396.000000 Penalty: 5714.067871
	Iteration 51Q: 3 clusters Score -1.26994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 99477 members 
Entering Unmasked Estep 
Score: -12699392.000000 Penalty: 5714.067871
	Iteration 52Q: 3 clusters Score -1.269939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 99481 members 
Entering Unmasked Estep 
Score: -12699389.000000 Penalty: 5714.067871
	Iteration 53Q: 3 clusters Score -1.269939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 99485 members 
Entering Unmasked Estep 
Score: -12699392.000000 Penalty: 5714.067871
	Iteration 54Q: 3 clusters Score -1.269939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -12699396.000000 Penalty: 5714.067871
	Iteration 55Q: 3 clusters Score -1.26994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 99498 members 
Entering Unmasked Estep 
Score: -12699393.000000 Penalty: 5714.067871
	Iteration 56Q: 3 clusters Score -1.269939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 99504 members 
Entering Unmasked Estep 
Score: -12699384.000000 Penalty: 5714.067871
	Iteration 57Q: 3 clusters Score -1.269938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 99508 members 
Entering Unmasked Estep 
Score: -12699387.000000 Penalty: 5714.067871
	Iteration 58Q: 3 clusters Score -1.269939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 99512 members 
Entering Unmasked Estep 
Score: -12699394.000000 Penalty: 5714.067871
	Iteration 59Q: 3 clusters Score -1.269939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 99512 members 
Entering Unmasked Estep 
Score: -12699394.000000 Penalty: 5714.067871
	Iteration 60F: 3 clusters Score -1.269939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Entering Unmasked Estep 
Score: -711983.875000 Penalty: 2141.429932
	Iteration 0F: 2 clusters Score -711983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -707026.937500 Penalty: 4282.859863
	Iteration 0F: 3 clusters Score -707026.9 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -708171.812500 Penalty: 4282.859863
	Iteration 1F: 3 clusters Score -708171.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -708407.000000 Penalty: 4282.859863
	Iteration 2F: 3 clusters Score -708407 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -708587.062500 Penalty: 4282.859863
	Iteration 3F: 3 clusters Score -708587.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -708715.625000 Penalty: 4282.859863
	Iteration 4Q: 3 clusters Score -708715.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -708812.062500 Penalty: 4282.859863
	Iteration 5Q: 3 clusters Score -708812.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -708914.812500 Penalty: 4282.859863
	Iteration 6Q: 3 clusters Score -708914.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -709020.875000 Penalty: 4282.859863
	Iteration 7Q: 3 clusters Score -709020.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -709132.312500 Penalty: 4282.859863
	Iteration 8Q: 3 clusters Score -709132.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -709242.750000 Penalty: 4282.859863
	Iteration 9Q: 3 clusters Score -709242.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -709359.500000 Penalty: 4282.859863
	Iteration 10Q: 3 clusters Score -709359.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -709474.250000 Penalty: 4282.859863
	Iteration 11Q: 3 clusters Score -709474.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -709575.625000 Penalty: 4282.859863
	Iteration 12Q: 3 clusters Score -709575.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -709670.687500 Penalty: 4282.859863
	Iteration 13Q: 3 clusters Score -709670.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -709749.750000 Penalty: 4282.859863
	Iteration 14Q: 3 clusters Score -709749.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -709805.625000 Penalty: 4282.859863
	Iteration 15Q: 3 clusters Score -709805.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -709848.750000 Penalty: 4282.859863
	Iteration 16Q: 3 clusters Score -709848.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -709887.687500 Penalty: 4282.859863
	Iteration 17Q: 3 clusters Score -709887.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -709925.187500 Penalty: 4282.859863
	Iteration 18Q: 3 clusters Score -709925.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -709954.125000 Penalty: 4282.859863
	Iteration 19Q: 3 clusters Score -709954.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -709973.437500 Penalty: 4282.859863
	Iteration 20F: 3 clusters Score -709973.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -709993.687500 Penalty: 4282.859863
	Iteration 21Q: 3 clusters Score -709993.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -710005.500000 Penalty: 4282.859863
	Iteration 22Q: 3 clusters Score -710005.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -710013.562500 Penalty: 4282.859863
	Iteration 23Q: 3 clusters Score -710013.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -710022.375000 Penalty: 4282.859863
	Iteration 24Q: 3 clusters Score -710022.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -710027.312500 Penalty: 4282.859863
	Iteration 25Q: 3 clusters Score -710027.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -710029.625000 Penalty: 4282.859863
	Iteration 26Q: 3 clusters Score -710029.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -710038.125000 Penalty: 4282.859863
	Iteration 27Q: 3 clusters Score -710038.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -710046.937500 Penalty: 4282.859863
	Iteration 28Q: 3 clusters Score -710046.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -710052.125000 Penalty: 4282.859863
	Iteration 29Q: 3 clusters Score -710052.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -710058.125000 Penalty: 4282.859863
	Iteration 30Q: 3 clusters Score -710058.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -710062.250000 Penalty: 4282.859863
	Iteration 31Q: 3 clusters Score -710062.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -710067.687500 Penalty: 4282.859863
	Iteration 32Q: 3 clusters Score -710067.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -710071.062500 Penalty: 4282.859863
	Iteration 33Q: 3 clusters Score -710071.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -710075.500000 Penalty: 4282.859863
	Iteration 34Q: 3 clusters Score -710075.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -710080.500000 Penalty: 4282.859863
	Iteration 35Q: 3 clusters Score -710080.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -710085.687500 Penalty: 4282.859863
	Iteration 36Q: 3 clusters Score -710085.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -710088.562500 Penalty: 4282.859863
	Iteration 37Q: 3 clusters Score -710088.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -710091.500000 Penalty: 4282.859863
	Iteration 38Q: 3 clusters Score -710091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -710094.000000 Penalty: 4282.859863
	Iteration 39Q: 3 clusters Score -710094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -710096.437500 Penalty: 4282.859863
	Iteration 40F: 3 clusters Score -710096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -710099.625000 Penalty: 4282.859863
	Iteration 41Q: 3 clusters Score -710099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -710100.312500 Penalty: 4282.859863
	Iteration 42Q: 3 clusters Score -710100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -710101.125000 Penalty: 4282.859863
	Iteration 43Q: 3 clusters Score -710101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -710103.125000 Penalty: 4282.859863
	Iteration 44Q: 3 clusters Score -710103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -710102.437500 Penalty: 4282.859863
	Iteration 45Q: 3 clusters Score -710102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -710101.187500 Penalty: 4282.859863
	Iteration 46Q: 3 clusters Score -710101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -710101.187500 Penalty: 4282.859863
	Iteration 47F: 3 clusters Score -710101.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Entering Unmasked Estep 
Score: -2823165.250000 Penalty: 2502.712891
	Iteration 0F: 2 clusters Score -2823165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2806421.750000 Penalty: 5005.425781
	Iteration 0F: 3 clusters Score -2806422 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2812732.000000 Penalty: 5005.425781
	Iteration 1F: 3 clusters Score -2812732 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2813858.250000 Penalty: 5005.425781
	Iteration 2F: 3 clusters Score -2813858 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2814926.500000 Penalty: 5005.425781
	Iteration 3F: 3 clusters Score -2814926 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2816038.000000 Penalty: 5005.425781
	Iteration 4F: 3 clusters Score -2816038 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2817124.750000 Penalty: 5005.425781
	Iteration 5F: 3 clusters Score -2817125 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2818038.250000 Penalty: 5005.425781
	Iteration 6F: 3 clusters Score -2818038 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2818750.500000 Penalty: 5005.425781
	Iteration 7F: 3 clusters Score -2818750 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2819255.750000 Penalty: 5005.425781
	Iteration 8Q: 3 clusters Score -2819256 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2819591.500000 Penalty: 5005.425781
	Iteration 9Q: 3 clusters Score -2819592 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2819850.750000 Penalty: 5005.425781
	Iteration 10Q: 3 clusters Score -2819851 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2820035.250000 Penalty: 5005.425781
	Iteration 11Q: 3 clusters Score -2820035 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2820157.500000 Penalty: 5005.425781
	Iteration 12Q: 3 clusters Score -2820158 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2820231.750000 Penalty: 5005.425781
	Iteration 13Q: 3 clusters Score -2820232 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2820276.250000 Penalty: 5005.425781
	Iteration 14Q: 3 clusters Score -2820276 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2820305.000000 Penalty: 5005.425781
	Iteration 15Q: 3 clusters Score -2820305 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2820330.750000 Penalty: 5005.425781
	Iteration 16Q: 3 clusters Score -2820331 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2820352.500000 Penalty: 5005.425781
	Iteration 17Q: 3 clusters Score -2820352 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2820365.750000 Penalty: 5005.425781
	Iteration 18Q: 3 clusters Score -2820366 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2820378 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2820399.500000 Penalty: 5005.425781
	Iteration 20F: 3 clusters Score -2820400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2820411.250000 Penalty: 5005.425781
	Iteration 21Q: 3 clusters Score -2820411 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2820432.250000 Penalty: 5005.425781
	Iteration 22Q: 3 clusters Score -2820432 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2820445.250000 Penalty: 5005.425781
	Iteration 23Q: 3 clusters Score -2820445 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2820476.000000 Penalty: 5005.425781
	Iteration 24Q: 3 clusters Score -2820476 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2820515.750000 Penalty: 5005.425781
	Iteration 25Q: 3 clusters Score -2820516 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2820545 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2820589 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2820626.000000 Penalty: 5005.425781
	Iteration 28Q: 3 clusters Score -2820626 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2820686 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2820748.250000 Penalty: 5005.425781
	Iteration 30Q: 3 clusters Score -2820748 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2820816.000000 Penalty: 5005.425781
	Iteration 31Q: 3 clusters Score -2820816 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2820884.750000 Penalty: 5005.425781
	Iteration 32Q: 3 clusters Score -2820885 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2820955.750000 Penalty: 5005.425781
	Iteration 33Q: 3 clusters Score -2820956 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2821006.000000 Penalty: 5005.425781
	Iteration 34Q: 3 clusters Score -2821006 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2821054.500000 Penalty: 5005.425781
	Iteration 35Q: 3 clusters Score -2821054 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2821092 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2821112.250000 Penalty: 5005.425781
	Iteration 37Q: 3 clusters Score -2821112 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2821136.500000 Penalty: 5005.425781
	Iteration 38Q: 3 clusters Score -2821136 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2821152.750000 Penalty: 5005.425781
	Iteration 39Q: 3 clusters Score -2821153 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2821164.000000 Penalty: 5005.425781
	Iteration 40F: 3 clusters Score -2821164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2821180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2821188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2821191.250000 Penalty: 5005.425781
	Iteration 43Q: 3 clusters Score -2821191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2821205.750000 Penalty: 5005.425781
	Iteration 44Q: 3 clusters Score -2821206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2821204.500000 Penalty: 5005.425781
	Iteration 45Q: 3 clusters Score -2821204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2821205.750000 Penalty: 5005.425781
	Iteration 46Q: 3 clusters Score -2821206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2821212.750000 Penalty: 5005.425781
	Iteration 47Q: 3 clusters Score -2821213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2821211.250000 Penalty: 5005.425781
	Iteration 48Q: 3 clusters Score -2821211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2821217.750000 Penalty: 5005.425781
	Iteration 49Q: 3 clusters Score -2821218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2821215.750000 Penalty: 5005.425781
	Iteration 50Q: 3 clusters Score -2821216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2821214.250000 Penalty: 5005.425781
	Iteration 51Q: 3 clusters Score -2821214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2821217.250000 Penalty: 5005.425781
	Iteration 52Q: 3 clusters Score -2821217 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2821213.500000 Penalty: 5005.425781
	Iteration 53Q: 3 clusters Score -2821214 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2821218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2821221.500000 Penalty: 5005.425781
	Iteration 55Q: 3 clusters Score -2821222 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2821226.500000 Penalty: 5005.425781
	Iteration 56Q: 3 clusters Score -2821226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2821225.500000 Penalty: 5005.425781
	Iteration 57Q: 3 clusters Score -2821226 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2821224.500000 Penalty: 5005.425781
	Iteration 58Q: 3 clusters Score -2821224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2821220.500000 Penalty: 5005.425781
	Iteration 59Q: 3 clusters Score -2821220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2821215.750000 Penalty: 5005.425781
	Iteration 60F: 3 clusters Score -2821216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2821216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2821221.000000 Penalty: 5005.425781
	Iteration 62Q: 3 clusters Score -2821221 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2821217.250000 Penalty: 5005.425781
	Iteration 63Q: 3 clusters Score -2821217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2821221.250000 Penalty: 5005.425781
	Iteration 64Q: 3 clusters Score -2821221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2821223.500000 Penalty: 5005.425781
	Iteration 65Q: 3 clusters Score -2821224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2821223.250000 Penalty: 5005.425781
	Iteration 66Q: 3 clusters Score -2821223 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2821224.250000 Penalty: 5005.425781
	Iteration 67Q: 3 clusters Score -2821224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2821229.250000 Penalty: 5005.425781
	Iteration 68Q: 3 clusters Score -2821229 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2821226.250000 Penalty: 5005.425781
	Iteration 69Q: 3 clusters Score -2821226 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2821228.000000 Penalty: 5005.425781
	Iteration 70Q: 3 clusters Score -2821228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2821238.750000 Penalty: 5005.425781
	Iteration 71Q: 3 clusters Score -2821239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2821243.500000 Penalty: 5005.425781
	Iteration 72Q: 3 clusters Score -2821244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2821232.750000 Penalty: 5005.425781
	Iteration 73Q: 3 clusters Score -2821233 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2821230.250000 Penalty: 5005.425781
	Iteration 74Q: 3 clusters Score -2821230 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2821231.750000 Penalty: 5005.425781
	Iteration 75Q: 3 clusters Score -2821232 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2821230 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2821234.000000 Penalty: 5005.425781
	Iteration 77Q: 3 clusters Score -2821234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2821227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2821230.500000 Penalty: 5005.425781
	Iteration 79Q: 3 clusters Score -2821230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2821236.750000 Penalty: 5005.425781
	Iteration 80F: 3 clusters Score -2821237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2821243.750000 Penalty: 5005.425781
	Iteration 81Q: 3 clusters Score -2821244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2821238.000000 Penalty: 5005.425781
	Iteration 82Q: 3 clusters Score -2821238 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2821237.000000 Penalty: 5005.425781
	Iteration 83Q: 3 clusters Score -2821237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2821236 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2821239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2821246.750000 Penalty: 5005.425781
	Iteration 86Q: 3 clusters Score -2821247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2821256.000000 Penalty: 5005.425781
	Iteration 87Q: 3 clusters Score -2821256 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2821256 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2821255.500000 Penalty: 5005.425781
	Iteration 89Q: 3 clusters Score -2821256 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2821256 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2821268 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2821274 nChanged 32
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Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2821274 nChanged 40
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2821270 nChanged 34
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2821281 nChanged 39
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2821287 nChanged 50
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2821294 nChanged 47
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Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2821290 nChanged 51
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2821306 nChanged 47
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Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2821310.750000 Penalty: 5005.425781
	Iteration 100F: 3 clusters Score -2821311 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12734 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2821310 nChanged 38
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Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2821317 nChanged 34
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Entering Unmasked Estep 
Score: -2821323.000000 Penalty: 5005.425781
	Iteration 103Q: 3 clusters Score -2821323 nChanged 34
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2821328 nChanged 38
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2821326 nChanged 36
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2821334 nChanged 39
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2821329 nChanged 50
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2821332 nChanged 57
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2821341 nChanged 64
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	Iteration 110Q: 3 clusters Score -2821371 nChanged 86
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2821393 nChanged 102
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Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2821422.750000 Penalty: 5005.425781
	Iteration 112Q: 3 clusters Score -2821423 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2821454.750000 Penalty: 5005.425781
	Iteration 113Q: 3 clusters Score -2821455 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2821487.750000 Penalty: 5005.425781
	Iteration 114Q: 3 clusters Score -2821488 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2821531.750000 Penalty: 5005.425781
	Iteration 115Q: 3 clusters Score -2821532 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2821542.000000 Penalty: 5005.425781
	Iteration 116Q: 3 clusters Score -2821542 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2821562.750000 Penalty: 5005.425781
	Iteration 117Q: 3 clusters Score -2821563 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2821591.250000 Penalty: 5005.425781
	Iteration 118Q: 3 clusters Score -2821591 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2821610.250000 Penalty: 5005.425781
	Iteration 119Q: 3 clusters Score -2821610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2821611.000000 Penalty: 5005.425781
	Iteration 120F: 3 clusters Score -2821611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2821616.250000 Penalty: 5005.425781
	Iteration 121Q: 3 clusters Score -2821616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2821627.250000 Penalty: 5005.425781
	Iteration 122Q: 3 clusters Score -2821627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2821635.000000 Penalty: 5005.425781
	Iteration 123Q: 3 clusters Score -2821635 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2821628.000000 Penalty: 5005.425781
	Iteration 124Q: 3 clusters Score -2821628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2821638.250000 Penalty: 5005.425781
	Iteration 125Q: 3 clusters Score -2821638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2821648.500000 Penalty: 5005.425781
	Iteration 126Q: 3 clusters Score -2821648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2821654.500000 Penalty: 5005.425781
	Iteration 127Q: 3 clusters Score -2821654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2821660.000000 Penalty: 5005.425781
	Iteration 128Q: 3 clusters Score -2821660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2821671.000000 Penalty: 5005.425781
	Iteration 129Q: 3 clusters Score -2821671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2821670.250000 Penalty: 5005.425781
	Iteration 130Q: 3 clusters Score -2821670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2821670.750000 Penalty: 5005.425781
	Iteration 131Q: 3 clusters Score -2821671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2821678.750000 Penalty: 5005.425781
	Iteration 132Q: 3 clusters Score -2821679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2821681.750000 Penalty: 5005.425781
	Iteration 133Q: 3 clusters Score -2821682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2821682.000000 Penalty: 5005.425781
	Iteration 134Q: 3 clusters Score -2821682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2821685.000000 Penalty: 5005.425781
	Iteration 135Q: 3 clusters Score -2821685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2821688.250000 Penalty: 5005.425781
	Iteration 136Q: 3 clusters Score -2821688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2821678.000000 Penalty: 5005.425781
	Iteration 137Q: 3 clusters Score -2821678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2821679.750000 Penalty: 5005.425781
	Iteration 138Q: 3 clusters Score -2821680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2821680.500000 Penalty: 5005.425781
	Iteration 139Q: 3 clusters Score -2821680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2821684.000000 Penalty: 5005.425781
	Iteration 140F: 3 clusters Score -2821684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2821682.000000 Penalty: 5005.425781
	Iteration 141Q: 3 clusters Score -2821682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2821683.250000 Penalty: 5005.425781
	Iteration 142Q: 3 clusters Score -2821683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2821681.500000 Penalty: 5005.425781
	Iteration 143Q: 3 clusters Score -2821682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2821682.000000 Penalty: 5005.425781
	Iteration 144Q: 3 clusters Score -2821682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2821682.750000 Penalty: 5005.425781
	Iteration 145Q: 3 clusters Score -2821683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2821683.250000 Penalty: 5005.425781
	Iteration 146Q: 3 clusters Score -2821683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2821686.250000 Penalty: 5005.425781
	Iteration 147Q: 3 clusters Score -2821686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2821689.250000 Penalty: 5005.425781
	Iteration 148Q: 3 clusters Score -2821689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2821687.500000 Penalty: 5005.425781
	Iteration 149Q: 3 clusters Score -2821688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2821688.750000 Penalty: 5005.425781
	Iteration 150Q: 3 clusters Score -2821689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2821684.750000 Penalty: 5005.425781
	Iteration 151Q: 3 clusters Score -2821685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2821680.750000 Penalty: 5005.425781
	Iteration 152Q: 3 clusters Score -2821681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2821692.000000 Penalty: 5005.425781
	Iteration 153Q: 3 clusters Score -2821692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2821691.500000 Penalty: 5005.425781
	Iteration 154Q: 3 clusters Score -2821692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2821692.250000 Penalty: 5005.425781
	Iteration 155Q: 3 clusters Score -2821692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2821692.500000 Penalty: 5005.425781
	Iteration 156Q: 3 clusters Score -2821692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2821699.000000 Penalty: 5005.425781
	Iteration 157Q: 3 clusters Score -2821699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2821703.000000 Penalty: 5005.425781
	Iteration 158Q: 3 clusters Score -2821703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2821700.000000 Penalty: 5005.425781
	Iteration 159Q: 3 clusters Score -2821700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2821702.250000 Penalty: 5005.425781
	Iteration 160F: 3 clusters Score -2821702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2821702.500000 Penalty: 5005.425781
	Iteration 161Q: 3 clusters Score -2821702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2821701.500000 Penalty: 5005.425781
	Iteration 162Q: 3 clusters Score -2821702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2821701.500000 Penalty: 5005.425781
	Iteration 163Q: 3 clusters Score -2821702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2821708.500000 Penalty: 5005.425781
	Iteration 164Q: 3 clusters Score -2821708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2821705.250000 Penalty: 5005.425781
	Iteration 165Q: 3 clusters Score -2821705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2821705.000000 Penalty: 5005.425781
	Iteration 166Q: 3 clusters Score -2821705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2821698.750000 Penalty: 5005.425781
	Iteration 167Q: 3 clusters Score -2821699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2821700.500000 Penalty: 5005.425781
	Iteration 168Q: 3 clusters Score -2821700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2821705.500000 Penalty: 5005.425781
	Iteration 169Q: 3 clusters Score -2821706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2821700.500000 Penalty: 5005.425781
	Iteration 170Q: 3 clusters Score -2821700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2821699.250000 Penalty: 5005.425781
	Iteration 171Q: 3 clusters Score -2821699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2821699.250000 Penalty: 5005.425781
	Iteration 172F: 3 clusters Score -2821699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Entering Unmasked Estep 
Score: -7959046.000000 Penalty: 2737.618652
	Iteration 0F: 2 clusters Score -7959046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -7917517.000000 Penalty: 5475.237305
	Iteration 0F: 3 clusters Score -7917517 nChanged 28932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -7933676.000000 Penalty: 5475.237305
	Iteration 1F: 3 clusters Score -7933676 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -7934544.000000 Penalty: 5475.237305
	Iteration 2Q: 3 clusters Score -7934544 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -7935545.000000 Penalty: 5475.237305
	Iteration 3Q: 3 clusters Score -7935545 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -7936710.500000 Penalty: 5475.237305
	Iteration 4Q: 3 clusters Score -7936710 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -7938157.000000 Penalty: 5475.237305
	Iteration 5Q: 3 clusters Score -7938157 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -7939831.000000 Penalty: 5475.237305
	Iteration 6F: 3 clusters Score -7939831 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -7941882.500000 Penalty: 5475.237305
	Iteration 7F: 3 clusters Score -7941882 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -7944065.000000 Penalty: 5475.237305
	Iteration 8F: 3 clusters Score -7944065 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -7946228.500000 Penalty: 5475.237305
	Iteration 9F: 3 clusters Score -7946228 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -7948122.000000 Penalty: 5475.237305
	Iteration 10F: 3 clusters Score -7948122 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -7949805.000000 Penalty: 5475.237305
	Iteration 11Q: 3 clusters Score -7949805 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -7951281.500000 Penalty: 5475.237305
	Iteration 12Q: 3 clusters Score -7951282 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -7952541.000000 Penalty: 5475.237305
	Iteration 13Q: 3 clusters Score -7952541 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -7953592.000000 Penalty: 5475.237305
	Iteration 14Q: 3 clusters Score -7953592 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -7954517.500000 Penalty: 5475.237305
	Iteration 15Q: 3 clusters Score -7954518 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -7955227.500000 Penalty: 5475.237305
	Iteration 16Q: 3 clusters Score -7955228 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -7955743.500000 Penalty: 5475.237305
	Iteration 17Q: 3 clusters Score -7955744 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -7956103.000000 Penalty: 5475.237305
	Iteration 18Q: 3 clusters Score -7956103 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -7956282.000000 Penalty: 5475.237305
	Iteration 19Q: 3 clusters Score -7956282 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -7956405.000000 Penalty: 5475.237305
	Iteration 20F: 3 clusters Score -7956405 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 61592 members 
Entering Unmasked Estep 
Score: -7956487.000000 Penalty: 5475.237305
	Iteration 21Q: 3 clusters Score -7956487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -7956535.500000 Penalty: 5475.237305
	Iteration 22Q: 3 clusters Score -7956536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -7956563.000000 Penalty: 5475.237305
	Iteration 23Q: 3 clusters Score -7956563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -7956599.000000 Penalty: 5475.237305
	Iteration 24Q: 3 clusters Score -7956599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -7956616.000000 Penalty: 5475.237305
	Iteration 25Q: 3 clusters Score -7956616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -7956631.000000 Penalty: 5475.237305
	Iteration 26Q: 3 clusters Score -7956631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -7956627.500000 Penalty: 5475.237305
	Iteration 27Q: 3 clusters Score -7956628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -7956637.500000 Penalty: 5475.237305
	Iteration 28Q: 3 clusters Score -7956638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -7956657.000000 Penalty: 5475.237305
	Iteration 29Q: 3 clusters Score -7956657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -7956655.500000 Penalty: 5475.237305
	Iteration 30Q: 3 clusters Score -7956656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -7956656.500000 Penalty: 5475.237305
	Iteration 31Q: 3 clusters Score -7956656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -7956663.000000 Penalty: 5475.237305
	Iteration 32Q: 3 clusters Score -7956663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -7956662.000000 Penalty: 5475.237305
	Iteration 33Q: 3 clusters Score -7956662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -7956662.000000 Penalty: 5475.237305
	Iteration 34F: 3 clusters Score -7956662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Entering Unmasked Estep 
Score: -2714081.500000 Penalty: 2471.880615
	Iteration 0F: 2 clusters Score -2714082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2699186.500000 Penalty: 4943.761230
	Iteration 0F: 3 clusters Score -2699186 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2704161.250000 Penalty: 4943.761230
	Iteration 1F: 3 clusters Score -2704161 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2704619.750000 Penalty: 4943.761230
	Iteration 2F: 3 clusters Score -2704620 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2705084.000000 Penalty: 4943.761230
	Iteration 3Q: 3 clusters Score -2705084 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2705647.250000 Penalty: 4943.761230
	Iteration 4Q: 3 clusters Score -2705647 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2706366.500000 Penalty: 4943.761230
	Iteration 5F: 3 clusters Score -2706366 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2707229.000000 Penalty: 4943.761230
	Iteration 6F: 3 clusters Score -2707229 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2708106.500000 Penalty: 4943.761230
	Iteration 7F: 3 clusters Score -2708106 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2708863.500000 Penalty: 4943.761230
	Iteration 8F: 3 clusters Score -2708864 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2709414.500000 Penalty: 4943.761230
	Iteration 9F: 3 clusters Score -2709414 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2709792.750000 Penalty: 4943.761230
	Iteration 10Q: 3 clusters Score -2709793 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2710060.250000 Penalty: 4943.761230
	Iteration 11Q: 3 clusters Score -2710060 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2710312.500000 Penalty: 4943.761230
	Iteration 12Q: 3 clusters Score -2710312 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2710526.750000 Penalty: 4943.761230
	Iteration 13Q: 3 clusters Score -2710527 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2710730.000000 Penalty: 4943.761230
	Iteration 14Q: 3 clusters Score -2710730 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2710890.250000 Penalty: 4943.761230
	Iteration 15Q: 3 clusters Score -2710890 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2711029.500000 Penalty: 4943.761230
	Iteration 16Q: 3 clusters Score -2711030 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2711166.000000 Penalty: 4943.761230
	Iteration 17Q: 3 clusters Score -2711166 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2711314.500000 Penalty: 4943.761230
	Iteration 18Q: 3 clusters Score -2711314 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2711429.000000 Penalty: 4943.761230
	Iteration 19Q: 3 clusters Score -2711429 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2711549.500000 Penalty: 4943.761230
	Iteration 20F: 3 clusters Score -2711550 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2711628.000000 Penalty: 4943.761230
	Iteration 21Q: 3 clusters Score -2711628 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2711700.250000 Penalty: 4943.761230
	Iteration 22Q: 3 clusters Score -2711700 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2711753.750000 Penalty: 4943.761230
	Iteration 23Q: 3 clusters Score -2711754 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2711823.250000 Penalty: 4943.761230
	Iteration 24Q: 3 clusters Score -2711823 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2711877.750000 Penalty: 4943.761230
	Iteration 25Q: 3 clusters Score -2711878 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2711931.250000 Penalty: 4943.761230
	Iteration 26Q: 3 clusters Score -2711931 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2711984.000000 Penalty: 4943.761230
	Iteration 27Q: 3 clusters Score -2711984 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2712035.250000 Penalty: 4943.761230
	Iteration 28Q: 3 clusters Score -2712035 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2712108.500000 Penalty: 4943.761230
	Iteration 29Q: 3 clusters Score -2712108 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2712163.250000 Penalty: 4943.761230
	Iteration 30Q: 3 clusters Score -2712163 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2712221.750000 Penalty: 4943.761230
	Iteration 31Q: 3 clusters Score -2712222 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2712255.500000 Penalty: 4943.761230
	Iteration 32Q: 3 clusters Score -2712256 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2712288.750000 Penalty: 4943.761230
	Iteration 33Q: 3 clusters Score -2712289 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2712300.000000 Penalty: 4943.761230
	Iteration 34Q: 3 clusters Score -2712300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2712309.500000 Penalty: 4943.761230
	Iteration 35Q: 3 clusters Score -2712310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2712312.000000 Penalty: 4943.761230
	Iteration 36Q: 3 clusters Score -2712312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2712320.000000 Penalty: 4943.761230
	Iteration 37Q: 3 clusters Score -2712320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2712328.750000 Penalty: 4943.761230
	Iteration 38Q: 3 clusters Score -2712329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2712327.750000 Penalty: 4943.761230
	Iteration 39Q: 3 clusters Score -2712328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2712331.250000 Penalty: 4943.761230
	Iteration 40F: 3 clusters Score -2712331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2712325.250000 Penalty: 4943.761230
	Iteration 41Q: 3 clusters Score -2712325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2712335.000000 Penalty: 4943.761230
	Iteration 42Q: 3 clusters Score -2712335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2712338.500000 Penalty: 4943.761230
	Iteration 43Q: 3 clusters Score -2712338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2712336.250000 Penalty: 4943.761230
	Iteration 44Q: 3 clusters Score -2712336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2712335.000000 Penalty: 4943.761230
	Iteration 45Q: 3 clusters Score -2712335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2712335.000000 Penalty: 4943.761230
	Iteration 46F: 3 clusters Score -2712335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Entering Unmasked Estep 
Score: -513306.125000 Penalty: 2065.575684
	Iteration 0F: 2 clusters Score -513306.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -509403.218750 Penalty: 4131.151367
	Iteration 0F: 3 clusters Score -509403.2 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -510564.531250 Penalty: 4131.151367
	Iteration 1F: 3 clusters Score -510564.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -510921.718750 Penalty: 4131.151367
	Iteration 2F: 3 clusters Score -510921.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -511164.312500 Penalty: 4131.151367
	Iteration 3F: 3 clusters Score -511164.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -511321.968750 Penalty: 4131.151367
	Iteration 4F: 3 clusters Score -511322 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -511455.906250 Penalty: 4131.151367
	Iteration 5Q: 3 clusters Score -511455.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -511552.000000 Penalty: 4131.151367
	Iteration 6Q: 3 clusters Score -511552 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -511616.125000 Penalty: 4131.151367
	Iteration 7Q: 3 clusters Score -511616.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -511664.968750 Penalty: 4131.151367
	Iteration 8Q: 3 clusters Score -511665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -511697.687500 Penalty: 4131.151367
	Iteration 9Q: 3 clusters Score -511697.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -511723.093750 Penalty: 4131.151367
	Iteration 10Q: 3 clusters Score -511723.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -511744.343750 Penalty: 4131.151367
	Iteration 11Q: 3 clusters Score -511744.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -511759.531250 Penalty: 4131.151367
	Iteration 12Q: 3 clusters Score -511759.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -511770.906250 Penalty: 4131.151367
	Iteration 13Q: 3 clusters Score -511770.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -511781.781250 Penalty: 4131.151367
	Iteration 14Q: 3 clusters Score -511781.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -511793.531250 Penalty: 4131.151367
	Iteration 15Q: 3 clusters Score -511793.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -511804.250000 Penalty: 4131.151367
	Iteration 16Q: 3 clusters Score -511804.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -511811.656250 Penalty: 4131.151367
	Iteration 17Q: 3 clusters Score -511811.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -511814.312500 Penalty: 4131.151367
	Iteration 18Q: 3 clusters Score -511814.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -511820.000000 Penalty: 4131.151367
	Iteration 19Q: 3 clusters Score -511820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -511824.750000 Penalty: 4131.151367
	Iteration 20F: 3 clusters Score -511824.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -511832.718750 Penalty: 4131.151367
	Iteration 21Q: 3 clusters Score -511832.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -511842.250000 Penalty: 4131.151367
	Iteration 22Q: 3 clusters Score -511842.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -511855.125000 Penalty: 4131.151367
	Iteration 23Q: 3 clusters Score -511855.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -511866.156250 Penalty: 4131.151367
	Iteration 24Q: 3 clusters Score -511866.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -511871.906250 Penalty: 4131.151367
	Iteration 25Q: 3 clusters Score -511871.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -511878.906250 Penalty: 4131.151367
	Iteration 26Q: 3 clusters Score -511878.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -511883.843750 Penalty: 4131.151367
	Iteration 27Q: 3 clusters Score -511883.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -511887.000000 Penalty: 4131.151367
	Iteration 28Q: 3 clusters Score -511887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -511889.562500 Penalty: 4131.151367
	Iteration 29Q: 3 clusters Score -511889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -511891.250000 Penalty: 4131.151367
	Iteration 30Q: 3 clusters Score -511891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -511891.562500 Penalty: 4131.151367
	Iteration 31Q: 3 clusters Score -511891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -511892.718750 Penalty: 4131.151367
	Iteration 32Q: 3 clusters Score -511892.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -511893.031250 Penalty: 4131.151367
	Iteration 33Q: 3 clusters Score -511893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -511892.906250 Penalty: 4131.151367
	Iteration 34Q: 3 clusters Score -511892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -511892.906250 Penalty: 4131.151367
	Iteration 35F: 3 clusters Score -511892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Entering Unmasked Estep 
Score: -896475.812500 Penalty: 2211.393311
	Iteration 0F: 2 clusters Score -896475.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -890388.812500 Penalty: 4422.786621
	Iteration 0F: 3 clusters Score -890388.8 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -892362.937500 Penalty: 4422.786621
	Iteration 1F: 3 clusters Score -892362.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -892993.750000 Penalty: 4422.786621
	Iteration 2F: 3 clusters Score -892993.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -893567.437500 Penalty: 4422.786621
	Iteration 3F: 3 clusters Score -893567.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -894089.500000 Penalty: 4422.786621
	Iteration 4F: 3 clusters Score -894089.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -894524.187500 Penalty: 4422.786621
	Iteration 5F: 3 clusters Score -894524.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -894830.000000 Penalty: 4422.786621
	Iteration 6F: 3 clusters Score -894830 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -895042.500000 Penalty: 4422.786621
	Iteration 7Q: 3 clusters Score -895042.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -895188.000000 Penalty: 4422.786621
	Iteration 8Q: 3 clusters Score -895188 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -895299.250000 Penalty: 4422.786621
	Iteration 9Q: 3 clusters Score -895299.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -895372.875000 Penalty: 4422.786621
	Iteration 10Q: 3 clusters Score -895372.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -895426.937500 Penalty: 4422.786621
	Iteration 11Q: 3 clusters Score -895426.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -895456.875000 Penalty: 4422.786621
	Iteration 12Q: 3 clusters Score -895456.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -895488.437500 Penalty: 4422.786621
	Iteration 13Q: 3 clusters Score -895488.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -895512.562500 Penalty: 4422.786621
	Iteration 14Q: 3 clusters Score -895512.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -895525.750000 Penalty: 4422.786621
	Iteration 15Q: 3 clusters Score -895525.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -895536.000000 Penalty: 4422.786621
	Iteration 16Q: 3 clusters Score -895536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -895542.375000 Penalty: 4422.786621
	Iteration 17Q: 3 clusters Score -895542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -895542.375000 Penalty: 4422.786621
	Iteration 18Q: 3 clusters Score -895542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -895544.875000 Penalty: 4422.786621
	Iteration 19Q: 3 clusters Score -895544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -895547.312500 Penalty: 4422.786621
	Iteration 20F: 3 clusters Score -895547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -895547.562500 Penalty: 4422.786621
	Iteration 21Q: 3 clusters Score -895547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -895549.937500 Penalty: 4422.786621
	Iteration 22Q: 3 clusters Score -895549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -895552.125000 Penalty: 4422.786621
	Iteration 23Q: 3 clusters Score -895552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -895552.625000 Penalty: 4422.786621
	Iteration 24Q: 3 clusters Score -895552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -895552.750000 Penalty: 4422.786621
	Iteration 25Q: 3 clusters Score -895552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -895553.687500 Penalty: 4422.786621
	Iteration 26Q: 3 clusters Score -895553.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -895554.687500 Penalty: 4422.786621
	Iteration 27Q: 3 clusters Score -895554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -895553.312500 Penalty: 4422.786621
	Iteration 28Q: 3 clusters Score -895553.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -895554.500000 Penalty: 4422.786621
	Iteration 29Q: 3 clusters Score -895554.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -895554.500000 Penalty: 4422.786621
	Iteration 30F: 3 clusters Score -895554.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Entering Unmasked Estep 
Score: -1587144.000000 Penalty: 2352.923340
	Iteration 0F: 2 clusters Score -1587144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1577411.625000 Penalty: 4705.846680
	Iteration 0F: 3 clusters Score -1577412 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1580421.750000 Penalty: 4705.846680
	Iteration 1F: 3 clusters Score -1580422 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1580816.500000 Penalty: 4705.846680
	Iteration 2F: 3 clusters Score -1580816 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1581152.000000 Penalty: 4705.846680
	Iteration 3F: 3 clusters Score -1581152 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1581478.875000 Penalty: 4705.846680
	Iteration 4F: 3 clusters Score -1581479 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1581853.250000 Penalty: 4705.846680
	Iteration 5Q: 3 clusters Score -1581853 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1582241.250000 Penalty: 4705.846680
	Iteration 6Q: 3 clusters Score -1582241 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1582607.500000 Penalty: 4705.846680
	Iteration 7Q: 3 clusters Score -1582608 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1583015.375000 Penalty: 4705.846680
	Iteration 8Q: 3 clusters Score -1583015 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1583433.750000 Penalty: 4705.846680
	Iteration 9Q: 3 clusters Score -1583434 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1583865.375000 Penalty: 4705.846680
	Iteration 10Q: 3 clusters Score -1583865 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1584292.500000 Penalty: 4705.846680
	Iteration 11Q: 3 clusters Score -1584292 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1584691.750000 Penalty: 4705.846680
	Iteration 12Q: 3 clusters Score -1584692 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1584991.250000 Penalty: 4705.846680
	Iteration 13Q: 3 clusters Score -1584991 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1585260.625000 Penalty: 4705.846680
	Iteration 14Q: 3 clusters Score -1585261 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1585459.125000 Penalty: 4705.846680
	Iteration 15Q: 3 clusters Score -1585459 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1585619.250000 Penalty: 4705.846680
	Iteration 16Q: 3 clusters Score -1585619 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1585718.125000 Penalty: 4705.846680
	Iteration 17Q: 3 clusters Score -1585718 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1585797.250000 Penalty: 4705.846680
	Iteration 18Q: 3 clusters Score -1585797 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1585831.250000 Penalty: 4705.846680
	Iteration 19Q: 3 clusters Score -1585831 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1585867.625000 Penalty: 4705.846680
	Iteration 20F: 3 clusters Score -1585868 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1585901.250000 Penalty: 4705.846680
	Iteration 21Q: 3 clusters Score -1585901 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1585924.375000 Penalty: 4705.846680
	Iteration 22Q: 3 clusters Score -1585924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1585949.125000 Penalty: 4705.846680
	Iteration 23Q: 3 clusters Score -1585949 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1585963.125000 Penalty: 4705.846680
	Iteration 24Q: 3 clusters Score -1585963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1585984.250000 Penalty: 4705.846680
	Iteration 25Q: 3 clusters Score -1585984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1585993.375000 Penalty: 4705.846680
	Iteration 26Q: 3 clusters Score -1585993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1586016.000000 Penalty: 4705.846680
	Iteration 27Q: 3 clusters Score -1586016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1586029.375000 Penalty: 4705.846680
	Iteration 28Q: 3 clusters Score -1586029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1586035.625000 Penalty: 4705.846680
	Iteration 29Q: 3 clusters Score -1586036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1586046.250000 Penalty: 4705.846680
	Iteration 30Q: 3 clusters Score -1586046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1586058.375000 Penalty: 4705.846680
	Iteration 31Q: 3 clusters Score -1586058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1586072.750000 Penalty: 4705.846680
	Iteration 32Q: 3 clusters Score -1586073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1586091.875000 Penalty: 4705.846680
	Iteration 33Q: 3 clusters Score -1586092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1586096.125000 Penalty: 4705.846680
	Iteration 34Q: 3 clusters Score -1586096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1586097.750000 Penalty: 4705.846680
	Iteration 35Q: 3 clusters Score -1586098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1586099.750000 Penalty: 4705.846680
	Iteration 36Q: 3 clusters Score -1586100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1586111.500000 Penalty: 4705.846680
	Iteration 37Q: 3 clusters Score -1586112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1586119.750000 Penalty: 4705.846680
	Iteration 38Q: 3 clusters Score -1586120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1586121.250000 Penalty: 4705.846680
	Iteration 39Q: 3 clusters Score -1586121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1586128.000000 Penalty: 4705.846680
	Iteration 40F: 3 clusters Score -1586128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1586128.250000 Penalty: 4705.846680
	Iteration 41Q: 3 clusters Score -1586128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1586127.250000 Penalty: 4705.846680
	Iteration 42Q: 3 clusters Score -1586127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1586127.500000 Penalty: 4705.846680
	Iteration 43Q: 3 clusters Score -1586128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1586132.125000 Penalty: 4705.846680
	Iteration 44Q: 3 clusters Score -1586132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1586135.125000 Penalty: 4705.846680
	Iteration 45Q: 3 clusters Score -1586135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1586133.250000 Penalty: 4705.846680
	Iteration 46Q: 3 clusters Score -1586133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1586136.625000 Penalty: 4705.846680
	Iteration 47Q: 3 clusters Score -1586137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1586138.375000 Penalty: 4705.846680
	Iteration 48Q: 3 clusters Score -1586138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1586138.375000 Penalty: 4705.846680
	Iteration 49F: 3 clusters Score -1586138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Entering Unmasked Estep 
Score: -1530170.875000 Penalty: 2342.736572
	Iteration 0F: 2 clusters Score -1530171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1520825.625000 Penalty: 4685.473145
	Iteration 0F: 3 clusters Score -1520826 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1523795.250000 Penalty: 4685.473145
	Iteration 1F: 3 clusters Score -1523795 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1524196.625000 Penalty: 4685.473145
	Iteration 2F: 3 clusters Score -1524197 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1524536.875000 Penalty: 4685.473145
	Iteration 3F: 3 clusters Score -1524537 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1524867.500000 Penalty: 4685.473145
	Iteration 4Q: 3 clusters Score -1524868 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1525167.375000 Penalty: 4685.473145
	Iteration 5Q: 3 clusters Score -1525167 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1525482.625000 Penalty: 4685.473145
	Iteration 6Q: 3 clusters Score -1525483 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1525807.875000 Penalty: 4685.473145
	Iteration 7Q: 3 clusters Score -1525808 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1526134.500000 Penalty: 4685.473145
	Iteration 8Q: 3 clusters Score -1526134 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1526421.500000 Penalty: 4685.473145
	Iteration 9Q: 3 clusters Score -1526422 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1526693.000000 Penalty: 4685.473145
	Iteration 10Q: 3 clusters Score -1526693 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1526964 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1527202 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1527387 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1527517 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1527625.000000 Penalty: 4685.473145
	Iteration 15Q: 3 clusters Score -1527625 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1527732.250000 Penalty: 4685.473145
	Iteration 16Q: 3 clusters Score -1527732 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1527830.750000 Penalty: 4685.473145
	Iteration 17Q: 3 clusters Score -1527831 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1527899.625000 Penalty: 4685.473145
	Iteration 18Q: 3 clusters Score -1527900 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1527956.250000 Penalty: 4685.473145
	Iteration 19Q: 3 clusters Score -1527956 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1527986.375000 Penalty: 4685.473145
	Iteration 20F: 3 clusters Score -1527986 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1528014.625000 Penalty: 4685.473145
	Iteration 21Q: 3 clusters Score -1528015 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1528034.375000 Penalty: 4685.473145
	Iteration 22Q: 3 clusters Score -1528034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1528050.500000 Penalty: 4685.473145
	Iteration 23Q: 3 clusters Score -1528050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1528070.750000 Penalty: 4685.473145
	Iteration 24Q: 3 clusters Score -1528071 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1528081.125000 Penalty: 4685.473145
	Iteration 25Q: 3 clusters Score -1528081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1528091.750000 Penalty: 4685.473145
	Iteration 26Q: 3 clusters Score -1528092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1528103.375000 Penalty: 4685.473145
	Iteration 27Q: 3 clusters Score -1528103 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1528117.625000 Penalty: 4685.473145
	Iteration 28Q: 3 clusters Score -1528118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1528129.750000 Penalty: 4685.473145
	Iteration 29Q: 3 clusters Score -1528130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1528135.125000 Penalty: 4685.473145
	Iteration 30Q: 3 clusters Score -1528135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1528143.125000 Penalty: 4685.473145
	Iteration 31Q: 3 clusters Score -1528143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1528148.125000 Penalty: 4685.473145
	Iteration 32Q: 3 clusters Score -1528148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1528151.875000 Penalty: 4685.473145
	Iteration 33Q: 3 clusters Score -1528152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1528157.875000 Penalty: 4685.473145
	Iteration 34Q: 3 clusters Score -1528158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1528166.375000 Penalty: 4685.473145
	Iteration 35Q: 3 clusters Score -1528166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1528175.875000 Penalty: 4685.473145
	Iteration 36Q: 3 clusters Score -1528176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1528184.625000 Penalty: 4685.473145
	Iteration 37Q: 3 clusters Score -1528185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1528192.000000 Penalty: 4685.473145
	Iteration 38Q: 3 clusters Score -1528192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1528200.000000 Penalty: 4685.473145
	Iteration 39Q: 3 clusters Score -1528200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1528208.375000 Penalty: 4685.473145
	Iteration 40F: 3 clusters Score -1528208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1528211.125000 Penalty: 4685.473145
	Iteration 41Q: 3 clusters Score -1528211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1528212.250000 Penalty: 4685.473145
	Iteration 42Q: 3 clusters Score -1528212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1528219.125000 Penalty: 4685.473145
	Iteration 43Q: 3 clusters Score -1528219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1528219.625000 Penalty: 4685.473145
	Iteration 44Q: 3 clusters Score -1528220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1528224.500000 Penalty: 4685.473145
	Iteration 45Q: 3 clusters Score -1528224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1528225.000000 Penalty: 4685.473145
	Iteration 46Q: 3 clusters Score -1528225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1528230.000000 Penalty: 4685.473145
	Iteration 47Q: 3 clusters Score -1528230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1528234.750000 Penalty: 4685.473145
	Iteration 48Q: 3 clusters Score -1528235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1528238.625000 Penalty: 4685.473145
	Iteration 49Q: 3 clusters Score -1528239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1528248.375000 Penalty: 4685.473145
	Iteration 50Q: 3 clusters Score -1528248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1528253.750000 Penalty: 4685.473145
	Iteration 51Q: 3 clusters Score -1528254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1528253.250000 Penalty: 4685.473145
	Iteration 52Q: 3 clusters Score -1528253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1528261.625000 Penalty: 4685.473145
	Iteration 53Q: 3 clusters Score -1528262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1528265.625000 Penalty: 4685.473145
	Iteration 54Q: 3 clusters Score -1528266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1528274.875000 Penalty: 4685.473145
	Iteration 55Q: 3 clusters Score -1528275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1528279.375000 Penalty: 4685.473145
	Iteration 56Q: 3 clusters Score -1528279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1528287.875000 Penalty: 4685.473145
	Iteration 57Q: 3 clusters Score -1528288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1528303.250000 Penalty: 4685.473145
	Iteration 58Q: 3 clusters Score -1528303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1528309.375000 Penalty: 4685.473145
	Iteration 59Q: 3 clusters Score -1528309 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1528319.750000 Penalty: 4685.473145
	Iteration 60F: 3 clusters Score -1528320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1528335.375000 Penalty: 4685.473145
	Iteration 61Q: 3 clusters Score -1528335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1528359.375000 Penalty: 4685.473145
	Iteration 62Q: 3 clusters Score -1528359 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1528390.000000 Penalty: 4685.473145
	Iteration 63Q: 3 clusters Score -1528390 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1528422.500000 Penalty: 4685.473145
	Iteration 64Q: 3 clusters Score -1528422 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1528463.125000 Penalty: 4685.473145
	Iteration 65Q: 3 clusters Score -1528463 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1528501.875000 Penalty: 4685.473145
	Iteration 66Q: 3 clusters Score -1528502 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1528567.750000 Penalty: 4685.473145
	Iteration 67Q: 3 clusters Score -1528568 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1528640.750000 Penalty: 4685.473145
	Iteration 68Q: 3 clusters Score -1528641 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1528720.625000 Penalty: 4685.473145
	Iteration 69Q: 3 clusters Score -1528721 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1528801.125000 Penalty: 4685.473145
	Iteration 70Q: 3 clusters Score -1528801 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1528870.125000 Penalty: 4685.473145
	Iteration 71Q: 3 clusters Score -1528870 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1528935.000000 Penalty: 4685.473145
	Iteration 72Q: 3 clusters Score -1528935 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1529003.250000 Penalty: 4685.473145
	Iteration 73Q: 3 clusters Score -1529003 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1529047.750000 Penalty: 4685.473145
	Iteration 74Q: 3 clusters Score -1529048 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1529098.250000 Penalty: 4685.473145
	Iteration 75Q: 3 clusters Score -1529098 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1529149.750000 Penalty: 4685.473145
	Iteration 76Q: 3 clusters Score -1529150 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1529198.125000 Penalty: 4685.473145
	Iteration 77Q: 3 clusters Score -1529198 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1529255.875000 Penalty: 4685.473145
	Iteration 78Q: 3 clusters Score -1529256 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1529294.500000 Penalty: 4685.473145
	Iteration 79Q: 3 clusters Score -1529294 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1529330.875000 Penalty: 4685.473145
	Iteration 80F: 3 clusters Score -1529331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1529355.625000 Penalty: 4685.473145
	Iteration 81Q: 3 clusters Score -1529356 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1529382.125000 Penalty: 4685.473145
	Iteration 82Q: 3 clusters Score -1529382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1529391.125000 Penalty: 4685.473145
	Iteration 83Q: 3 clusters Score -1529391 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1529404.500000 Penalty: 4685.473145
	Iteration 84Q: 3 clusters Score -1529404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1529407.250000 Penalty: 4685.473145
	Iteration 85Q: 3 clusters Score -1529407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1529415.500000 Penalty: 4685.473145
	Iteration 86Q: 3 clusters Score -1529416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1529423.250000 Penalty: 4685.473145
	Iteration 87Q: 3 clusters Score -1529423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1529423.250000 Penalty: 4685.473145
	Iteration 88Q: 3 clusters Score -1529423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1529426.625000 Penalty: 4685.473145
	Iteration 89Q: 3 clusters Score -1529427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1529423.875000 Penalty: 4685.473145
	Iteration 90Q: 3 clusters Score -1529424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1529426.750000 Penalty: 4685.473145
	Iteration 91Q: 3 clusters Score -1529427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1529426.625000 Penalty: 4685.473145
	Iteration 92Q: 3 clusters Score -1529427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1529426.625000 Penalty: 4685.473145
	Iteration 93F: 3 clusters Score -1529427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -71638.507812 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -71638.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70055.750000 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -70055.75 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70322.992188 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -70322.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70471.250000 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -70471.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70635.796875 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -70635.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70959.328125 Penalty: 3230.562256
	Iteration 4F: 3 clusters Score -70959.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71087.695312 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -71087.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71202.750000 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -71202.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71311.054688 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -71311.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71393.828125 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -71393.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71427.921875 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -71427.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71437.609375 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -71437.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71459.664062 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -71459.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71474.796875 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -71474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -71505.085938 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -71505.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -71541.593750 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -71541.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -71552.593750 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -71552.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71560.078125 Penalty: 3230.562256
	Iteration 16Q: 3 clusters Score -71560.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -71561.429688 Penalty: 3230.562256
	Iteration 17Q: 3 clusters Score -71561.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -71566.867188 Penalty: 3230.562256
	Iteration 18F: 3 clusters Score -71566.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71590.695312 Penalty: 3230.562256
	Iteration 19Q: 3 clusters Score -71590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -71620.992188 Penalty: 3230.562256
	Iteration 20F: 3 clusters Score -71620.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -71636.289062 Penalty: 3230.562256
	Iteration 21Q: 3 clusters Score -71636.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -71644.500000 Penalty: 3230.562256
	Iteration 22Q: 3 clusters Score -71644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -71644.500000 Penalty: 3230.562256
	Iteration 23F: 3 clusters Score -71644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285954 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45181 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 136344 members 
Mstep: Class 13 contains 34911 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24139 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 473 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9614 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 201 members 
Entering Unmasked Estep 
Score: -157739376.000000 Penalty: 111509.140625
Splitting cluster 25 changes total score from -157741104.000000 to -157739376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Entering Unmasked Estep 
Score: -470723.562500 Penalty: 2075.493408
	Iteration 0F: 2 clusters Score -470723.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -466667.968750 Penalty: 4150.986816
	Iteration 0F: 3 clusters Score -466668 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -467638.125000 Penalty: 4150.986816
	Iteration 1F: 3 clusters Score -467638.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -468003.375000 Penalty: 4150.986816
	Iteration 2F: 3 clusters Score -468003.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -468301.156250 Penalty: 4150.986816
	Iteration 3F: 3 clusters Score -468301.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -468540.906250 Penalty: 4150.986816
	Iteration 4F: 3 clusters Score -468540.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -468708.062500 Penalty: 4150.986816
	Iteration 5Q: 3 clusters Score -468708.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -468807.812500 Penalty: 4150.986816
	Iteration 6Q: 3 clusters Score -468807.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -468900.781250 Penalty: 4150.986816
	Iteration 7Q: 3 clusters Score -468900.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -468973.000000 Penalty: 4150.986816
	Iteration 8Q: 3 clusters Score -468973 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -469027.437500 Penalty: 4150.986816
	Iteration 9Q: 3 clusters Score -469027.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -469066.812500 Penalty: 4150.986816
	Iteration 10Q: 3 clusters Score -469066.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -469102.937500 Penalty: 4150.986816
	Iteration 11Q: 3 clusters Score -469102.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -469138.687500 Penalty: 4150.986816
	Iteration 12Q: 3 clusters Score -469138.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -469168.781250 Penalty: 4150.986816
	Iteration 13Q: 3 clusters Score -469168.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -469186.000000 Penalty: 4150.986816
	Iteration 14Q: 3 clusters Score -469186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -469208.156250 Penalty: 4150.986816
	Iteration 15Q: 3 clusters Score -469208.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -469227.437500 Penalty: 4150.986816
	Iteration 16Q: 3 clusters Score -469227.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -469243.687500 Penalty: 4150.986816
	Iteration 17Q: 3 clusters Score -469243.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -469254.906250 Penalty: 4150.986816
	Iteration 18Q: 3 clusters Score -469254.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -469260.531250 Penalty: 4150.986816
	Iteration 19Q: 3 clusters Score -469260.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -469269.781250 Penalty: 4150.986816
	Iteration 20F: 3 clusters Score -469269.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -469284.843750 Penalty: 4150.986816
	Iteration 21Q: 3 clusters Score -469284.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -469296.125000 Penalty: 4150.986816
	Iteration 22Q: 3 clusters Score -469296.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -469305.218750 Penalty: 4150.986816
	Iteration 23Q: 3 clusters Score -469305.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -469311.562500 Penalty: 4150.986816
	Iteration 24Q: 3 clusters Score -469311.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -469317.343750 Penalty: 4150.986816
	Iteration 25Q: 3 clusters Score -469317.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -469323.468750 Penalty: 4150.986816
	Iteration 26Q: 3 clusters Score -469323.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -469328.343750 Penalty: 4150.986816
	Iteration 27Q: 3 clusters Score -469328.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -469331.500000 Penalty: 4150.986816
	Iteration 28Q: 3 clusters Score -469331.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -469342.500000 Penalty: 4150.986816
	Iteration 29Q: 3 clusters Score -469342.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -469356.031250 Penalty: 4150.986816
	Iteration 30Q: 3 clusters Score -469356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -469360.281250 Penalty: 4150.986816
	Iteration 31Q: 3 clusters Score -469360.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -469360.906250 Penalty: 4150.986816
	Iteration 32Q: 3 clusters Score -469360.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -469363.968750 Penalty: 4150.986816
	Iteration 33Q: 3 clusters Score -469364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -469366.406250 Penalty: 4150.986816
	Iteration 34Q: 3 clusters Score -469366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -469369.093750 Penalty: 4150.986816
	Iteration 35Q: 3 clusters Score -469369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -469371.750000 Penalty: 4150.986816
	Iteration 36Q: 3 clusters Score -469371.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -469373.437500 Penalty: 4150.986816
	Iteration 37Q: 3 clusters Score -469373.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -469377.312500 Penalty: 4150.986816
	Iteration 38Q: 3 clusters Score -469377.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -469378.531250 Penalty: 4150.986816
	Iteration 39Q: 3 clusters Score -469378.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -469380.718750 Penalty: 4150.986816
	Iteration 40F: 3 clusters Score -469380.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -469380.000000 Penalty: 4150.986816
	Iteration 41Q: 3 clusters Score -469380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -469380.000000 Penalty: 4150.986816
	Iteration 42F: 3 clusters Score -469380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Entering Unmasked Estep 
Score: -2027626.875000 Penalty: 2403.668457
	Iteration 0F: 2 clusters Score -2027627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2016081.125000 Penalty: 4807.336914
	Iteration 0F: 3 clusters Score -2016081 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2019925.750000 Penalty: 4807.336914
	Iteration 1F: 3 clusters Score -2019926 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2020488.750000 Penalty: 4807.336914
	Iteration 2F: 3 clusters Score -2020489 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2021003.625000 Penalty: 4807.336914
	Iteration 3F: 3 clusters Score -2021004 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2021514.125000 Penalty: 4807.336914
	Iteration 4F: 3 clusters Score -2021514 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2022018.625000 Penalty: 4807.336914
	Iteration 5F: 3 clusters Score -2022019 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2022472.875000 Penalty: 4807.336914
	Iteration 6Q: 3 clusters Score -2022473 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2022906.875000 Penalty: 4807.336914
	Iteration 7Q: 3 clusters Score -2022907 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2023297.875000 Penalty: 4807.336914
	Iteration 8Q: 3 clusters Score -2023298 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2023600.000000 Penalty: 4807.336914
	Iteration 9Q: 3 clusters Score -2023600 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2023842.875000 Penalty: 4807.336914
	Iteration 10Q: 3 clusters Score -2023843 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2024038.250000 Penalty: 4807.336914
	Iteration 11Q: 3 clusters Score -2024038 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2024185.375000 Penalty: 4807.336914
	Iteration 12Q: 3 clusters Score -2024185 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2024294.125000 Penalty: 4807.336914
	Iteration 13Q: 3 clusters Score -2024294 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2024402.750000 Penalty: 4807.336914
	Iteration 14Q: 3 clusters Score -2024403 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2024492.750000 Penalty: 4807.336914
	Iteration 15Q: 3 clusters Score -2024493 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2024565.000000 Penalty: 4807.336914
	Iteration 16Q: 3 clusters Score -2024565 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2024645.375000 Penalty: 4807.336914
	Iteration 17Q: 3 clusters Score -2024645 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2024712.875000 Penalty: 4807.336914
	Iteration 18Q: 3 clusters Score -2024713 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2024792.000000 Penalty: 4807.336914
	Iteration 19Q: 3 clusters Score -2024792 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2024854.625000 Penalty: 4807.336914
	Iteration 20F: 3 clusters Score -2024855 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2024918.625000 Penalty: 4807.336914
	Iteration 21Q: 3 clusters Score -2024919 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2024979.500000 Penalty: 4807.336914
	Iteration 22Q: 3 clusters Score -2024980 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2025053.500000 Penalty: 4807.336914
	Iteration 23Q: 3 clusters Score -2025054 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2025117.000000 Penalty: 4807.336914
	Iteration 24Q: 3 clusters Score -2025117 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2025188.250000 Penalty: 4807.336914
	Iteration 25Q: 3 clusters Score -2025188 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2025242.125000 Penalty: 4807.336914
	Iteration 26Q: 3 clusters Score -2025242 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2025294.250000 Penalty: 4807.336914
	Iteration 27Q: 3 clusters Score -2025294 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2025339.000000 Penalty: 4807.336914
	Iteration 28Q: 3 clusters Score -2025339 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2025381.375000 Penalty: 4807.336914
	Iteration 29Q: 3 clusters Score -2025381 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2025428.250000 Penalty: 4807.336914
	Iteration 30Q: 3 clusters Score -2025428 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2025464.625000 Penalty: 4807.336914
	Iteration 31Q: 3 clusters Score -2025465 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2025490.000000 Penalty: 4807.336914
	Iteration 32Q: 3 clusters Score -2025490 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2025515.625000 Penalty: 4807.336914
	Iteration 33Q: 3 clusters Score -2025516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2025535.250000 Penalty: 4807.336914
	Iteration 34Q: 3 clusters Score -2025535 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2025555.250000 Penalty: 4807.336914
	Iteration 35Q: 3 clusters Score -2025555 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2025581.500000 Penalty: 4807.336914
	Iteration 36Q: 3 clusters Score -2025582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2025595.375000 Penalty: 4807.336914
	Iteration 37Q: 3 clusters Score -2025595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2025612.875000 Penalty: 4807.336914
	Iteration 38Q: 3 clusters Score -2025613 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2025633.000000 Penalty: 4807.336914
	Iteration 39Q: 3 clusters Score -2025633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2025641.625000 Penalty: 4807.336914
	Iteration 40F: 3 clusters Score -2025642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2025656.375000 Penalty: 4807.336914
	Iteration 41Q: 3 clusters Score -2025656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2025669.375000 Penalty: 4807.336914
	Iteration 42Q: 3 clusters Score -2025669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2025675.625000 Penalty: 4807.336914
	Iteration 43Q: 3 clusters Score -2025676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2025689.625000 Penalty: 4807.336914
	Iteration 44Q: 3 clusters Score -2025690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2025698.125000 Penalty: 4807.336914
	Iteration 45Q: 3 clusters Score -2025698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2025718.000000 Penalty: 4807.336914
	Iteration 46Q: 3 clusters Score -2025718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2025728.875000 Penalty: 4807.336914
	Iteration 47Q: 3 clusters Score -2025729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2025733.500000 Penalty: 4807.336914
	Iteration 48Q: 3 clusters Score -2025734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2025744.750000 Penalty: 4807.336914
	Iteration 49Q: 3 clusters Score -2025745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2025751.125000 Penalty: 4807.336914
	Iteration 50Q: 3 clusters Score -2025751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2025759.750000 Penalty: 4807.336914
	Iteration 51Q: 3 clusters Score -2025760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2025764.625000 Penalty: 4807.336914
	Iteration 52Q: 3 clusters Score -2025765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2025770.125000 Penalty: 4807.336914
	Iteration 53Q: 3 clusters Score -2025770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2025776.000000 Penalty: 4807.336914
	Iteration 54Q: 3 clusters Score -2025776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2025785.500000 Penalty: 4807.336914
	Iteration 55Q: 3 clusters Score -2025786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2025788.500000 Penalty: 4807.336914
	Iteration 56Q: 3 clusters Score -2025788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2025792.500000 Penalty: 4807.336914
	Iteration 57Q: 3 clusters Score -2025792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2025799.500000 Penalty: 4807.336914
	Iteration 58Q: 3 clusters Score -2025800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2025802.000000 Penalty: 4807.336914
	Iteration 59Q: 3 clusters Score -2025802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2025802.125000 Penalty: 4807.336914
	Iteration 60F: 3 clusters Score -2025802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2025803.375000 Penalty: 4807.336914
	Iteration 61Q: 3 clusters Score -2025803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2025807.000000 Penalty: 4807.336914
	Iteration 62Q: 3 clusters Score -2025807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2025808.875000 Penalty: 4807.336914
	Iteration 63Q: 3 clusters Score -2025809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2025810.375000 Penalty: 4807.336914
	Iteration 64Q: 3 clusters Score -2025810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2025813.375000 Penalty: 4807.336914
	Iteration 65Q: 3 clusters Score -2025813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2025815.500000 Penalty: 4807.336914
	Iteration 66Q: 3 clusters Score -2025816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2025814.750000 Penalty: 4807.336914
	Iteration 67Q: 3 clusters Score -2025815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2025814.750000 Penalty: 4807.336914
	Iteration 68F: 3 clusters Score -2025815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Entering Unmasked Estep 
Score: -1183413.750000 Penalty: 2274.401855
	Iteration 0F: 2 clusters Score -1183414 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 4852 members 
Entering Unmasked Estep 
Score: -1175932.125000 Penalty: 4548.803711
	Iteration 0F: 3 clusters Score -1175932 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1178108.750000 Penalty: 4548.803711
	Iteration 1F: 3 clusters Score -1178109 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1178400.500000 Penalty: 4548.803711
	Iteration 2F: 3 clusters Score -1178400 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1178624.375000 Penalty: 4548.803711
	Iteration 3F: 3 clusters Score -1178624 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1178834.125000 Penalty: 4548.803711
	Iteration 4Q: 3 clusters Score -1178834 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1179015.375000 Penalty: 4548.803711
	Iteration 5Q: 3 clusters Score -1179015 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1179174.375000 Penalty: 4548.803711
	Iteration 6Q: 3 clusters Score -1179174 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1179326.625000 Penalty: 4548.803711
	Iteration 7Q: 3 clusters Score -1179327 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1179488.750000 Penalty: 4548.803711
	Iteration 8Q: 3 clusters Score -1179489 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1179668.000000 Penalty: 4548.803711
	Iteration 9Q: 3 clusters Score -1179668 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1179863.000000 Penalty: 4548.803711
	Iteration 10Q: 3 clusters Score -1179863 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1180073.750000 Penalty: 4548.803711
	Iteration 11Q: 3 clusters Score -1180074 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1180279.875000 Penalty: 4548.803711
	Iteration 12Q: 3 clusters Score -1180280 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1180458.625000 Penalty: 4548.803711
	Iteration 13Q: 3 clusters Score -1180459 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1180598.250000 Penalty: 4548.803711
	Iteration 14Q: 3 clusters Score -1180598 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1180690.000000 Penalty: 4548.803711
	Iteration 15Q: 3 clusters Score -1180690 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1180756.625000 Penalty: 4548.803711
	Iteration 16Q: 3 clusters Score -1180757 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1180807.125000 Penalty: 4548.803711
	Iteration 17Q: 3 clusters Score -1180807 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1180836.500000 Penalty: 4548.803711
	Iteration 18Q: 3 clusters Score -1180836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1180863.750000 Penalty: 4548.803711
	Iteration 19Q: 3 clusters Score -1180864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1180878.625000 Penalty: 4548.803711
	Iteration 20F: 3 clusters Score -1180879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1180895.625000 Penalty: 4548.803711
	Iteration 21Q: 3 clusters Score -1180896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1180910.750000 Penalty: 4548.803711
	Iteration 22Q: 3 clusters Score -1180911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1180915.500000 Penalty: 4548.803711
	Iteration 23Q: 3 clusters Score -1180916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1180923.000000 Penalty: 4548.803711
	Iteration 24Q: 3 clusters Score -1180923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1180929.750000 Penalty: 4548.803711
	Iteration 25Q: 3 clusters Score -1180930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1180934.125000 Penalty: 4548.803711
	Iteration 26Q: 3 clusters Score -1180934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1180933.125000 Penalty: 4548.803711
	Iteration 27Q: 3 clusters Score -1180933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1180932.750000 Penalty: 4548.803711
	Iteration 28Q: 3 clusters Score -1180933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1180938.875000 Penalty: 4548.803711
	Iteration 29Q: 3 clusters Score -1180939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1180945.000000 Penalty: 4548.803711
	Iteration 30Q: 3 clusters Score -1180945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1180944.250000 Penalty: 4548.803711
	Iteration 31Q: 3 clusters Score -1180944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1180950.500000 Penalty: 4548.803711
	Iteration 32Q: 3 clusters Score -1180950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1180956.500000 Penalty: 4548.803711
	Iteration 33Q: 3 clusters Score -1180956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1180961.375000 Penalty: 4548.803711
	Iteration 34Q: 3 clusters Score -1180961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1180968.125000 Penalty: 4548.803711
	Iteration 35Q: 3 clusters Score -1180968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1180974.875000 Penalty: 4548.803711
	Iteration 36Q: 3 clusters Score -1180975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1180980.125000 Penalty: 4548.803711
	Iteration 37Q: 3 clusters Score -1180980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1180988.375000 Penalty: 4548.803711
	Iteration 38Q: 3 clusters Score -1180988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1180995.250000 Penalty: 4548.803711
	Iteration 39Q: 3 clusters Score -1180995 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1181004.375000 Penalty: 4548.803711
	Iteration 40F: 3 clusters Score -1181004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1181013.625000 Penalty: 4548.803711
	Iteration 41Q: 3 clusters Score -1181014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1181029.000000 Penalty: 4548.803711
	Iteration 42Q: 3 clusters Score -1181029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1181044.250000 Penalty: 4548.803711
	Iteration 43Q: 3 clusters Score -1181044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1181061.125000 Penalty: 4548.803711
	Iteration 44Q: 3 clusters Score -1181061 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1181082.250000 Penalty: 4548.803711
	Iteration 45Q: 3 clusters Score -1181082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1181113.250000 Penalty: 4548.803711
	Iteration 46Q: 3 clusters Score -1181113 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1181141.625000 Penalty: 4548.803711
	Iteration 47Q: 3 clusters Score -1181142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1181184.375000 Penalty: 4548.803711
	Iteration 48Q: 3 clusters Score -1181184 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1181234.750000 Penalty: 4548.803711
	Iteration 49Q: 3 clusters Score -1181235 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1181324.000000 Penalty: 4548.803711
	Iteration 50Q: 3 clusters Score -1181324 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1181432.875000 Penalty: 4548.803711
	Iteration 51Q: 3 clusters Score -1181433 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1181592.750000 Penalty: 4548.803711
	Iteration 52Q: 3 clusters Score -1181593 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1181739.125000 Penalty: 4548.803711
	Iteration 53Q: 3 clusters Score -1181739 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1181866.000000 Penalty: 4548.803711
	Iteration 54Q: 3 clusters Score -1181866 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1181991.750000 Penalty: 4548.803711
	Iteration 55Q: 3 clusters Score -1181992 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1182141.125000 Penalty: 4548.803711
	Iteration 56Q: 3 clusters Score -1182141 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1182269.250000 Penalty: 4548.803711
	Iteration 57Q: 3 clusters Score -1182269 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1182342.875000 Penalty: 4548.803711
	Iteration 58Q: 3 clusters Score -1182343 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1182390.625000 Penalty: 4548.803711
	Iteration 59Q: 3 clusters Score -1182391 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1182425.125000 Penalty: 4548.803711
	Iteration 60F: 3 clusters Score -1182425 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1182450.875000 Penalty: 4548.803711
	Iteration 61Q: 3 clusters Score -1182451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1182462.000000 Penalty: 4548.803711
	Iteration 62Q: 3 clusters Score -1182462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1182469.000000 Penalty: 4548.803711
	Iteration 63Q: 3 clusters Score -1182469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1182473.750000 Penalty: 4548.803711
	Iteration 64Q: 3 clusters Score -1182474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1182476.750000 Penalty: 4548.803711
	Iteration 65Q: 3 clusters Score -1182477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1182481.125000 Penalty: 4548.803711
	Iteration 66Q: 3 clusters Score -1182481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1182481.750000 Penalty: 4548.803711
	Iteration 67Q: 3 clusters Score -1182482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1182482.375000 Penalty: 4548.803711
	Iteration 68Q: 3 clusters Score -1182482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1182479.750000 Penalty: 4548.803711
	Iteration 69Q: 3 clusters Score -1182480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1182481.875000 Penalty: 4548.803711
	Iteration 70Q: 3 clusters Score -1182482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1182486.250000 Penalty: 4548.803711
	Iteration 71Q: 3 clusters Score -1182486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1182488.875000 Penalty: 4548.803711
	Iteration 72Q: 3 clusters Score -1182489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1182487.375000 Penalty: 4548.803711
	Iteration 73Q: 3 clusters Score -1182487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1182486.375000 Penalty: 4548.803711
	Iteration 74Q: 3 clusters Score -1182486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1182486.000000 Penalty: 4548.803711
	Iteration 75Q: 3 clusters Score -1182486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1182486.000000 Penalty: 4548.803711
	Iteration 76F: 3 clusters Score -1182486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -461193.906250 Penalty: 2060.127441
	Iteration 0F: 2 clusters Score -461193.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -457263.093750 Penalty: 4120.254883
	Iteration 0F: 3 clusters Score -457263.1 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -458190.906250 Penalty: 4120.254883
	Iteration 1F: 3 clusters Score -458190.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -458488.093750 Penalty: 4120.254883
	Iteration 2F: 3 clusters Score -458488.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -458689.218750 Penalty: 4120.254883
	Iteration 3F: 3 clusters Score -458689.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -458879.781250 Penalty: 4120.254883
	Iteration 4F: 3 clusters Score -458879.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -459077.718750 Penalty: 4120.254883
	Iteration 5Q: 3 clusters Score -459077.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -459256.531250 Penalty: 4120.254883
	Iteration 6Q: 3 clusters Score -459256.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -459407.125000 Penalty: 4120.254883
	Iteration 7Q: 3 clusters Score -459407.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -459508.187500 Penalty: 4120.254883
	Iteration 8Q: 3 clusters Score -459508.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -459582.000000 Penalty: 4120.254883
	Iteration 9Q: 3 clusters Score -459582 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -459648.218750 Penalty: 4120.254883
	Iteration 10Q: 3 clusters Score -459648.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -459699.843750 Penalty: 4120.254883
	Iteration 11Q: 3 clusters Score -459699.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -459738.781250 Penalty: 4120.254883
	Iteration 12Q: 3 clusters Score -459738.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -459772.000000 Penalty: 4120.254883
	Iteration 13Q: 3 clusters Score -459772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -459806.000000 Penalty: 4120.254883
	Iteration 14Q: 3 clusters Score -459806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -459832.062500 Penalty: 4120.254883
	Iteration 15Q: 3 clusters Score -459832.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -459855.312500 Penalty: 4120.254883
	Iteration 16Q: 3 clusters Score -459855.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -459868.718750 Penalty: 4120.254883
	Iteration 17Q: 3 clusters Score -459868.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -459881.843750 Penalty: 4120.254883
	Iteration 18Q: 3 clusters Score -459881.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -459894.250000 Penalty: 4120.254883
	Iteration 19Q: 3 clusters Score -459894.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -459903.000000 Penalty: 4120.254883
	Iteration 20F: 3 clusters Score -459903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -459910.500000 Penalty: 4120.254883
	Iteration 21Q: 3 clusters Score -459910.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -459918.593750 Penalty: 4120.254883
	Iteration 22Q: 3 clusters Score -459918.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -459923.687500 Penalty: 4120.254883
	Iteration 23Q: 3 clusters Score -459923.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -459933.406250 Penalty: 4120.254883
	Iteration 24Q: 3 clusters Score -459933.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -459943.000000 Penalty: 4120.254883
	Iteration 25Q: 3 clusters Score -459943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -459950.281250 Penalty: 4120.254883
	Iteration 26Q: 3 clusters Score -459950.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -459958.187500 Penalty: 4120.254883
	Iteration 27Q: 3 clusters Score -459958.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -459965.406250 Penalty: 4120.254883
	Iteration 28Q: 3 clusters Score -459965.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -459971.937500 Penalty: 4120.254883
	Iteration 29Q: 3 clusters Score -459971.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -459983.437500 Penalty: 4120.254883
	Iteration 30Q: 3 clusters Score -459983.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -459999.906250 Penalty: 4120.254883
	Iteration 31Q: 3 clusters Score -459999.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -460010.093750 Penalty: 4120.254883
	Iteration 32Q: 3 clusters Score -460010.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -460015.312500 Penalty: 4120.254883
	Iteration 33Q: 3 clusters Score -460015.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -460022.625000 Penalty: 4120.254883
	Iteration 34Q: 3 clusters Score -460022.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -460026.875000 Penalty: 4120.254883
	Iteration 35Q: 3 clusters Score -460026.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -460031.500000 Penalty: 4120.254883
	Iteration 36Q: 3 clusters Score -460031.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -460037.062500 Penalty: 4120.254883
	Iteration 37Q: 3 clusters Score -460037.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -460041.812500 Penalty: 4120.254883
	Iteration 38Q: 3 clusters Score -460041.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -460051.343750 Penalty: 4120.254883
	Iteration 39Q: 3 clusters Score -460051.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -460059.375000 Penalty: 4120.254883
	Iteration 40F: 3 clusters Score -460059.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -460068.625000 Penalty: 4120.254883
	Iteration 41Q: 3 clusters Score -460068.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -460076.468750 Penalty: 4120.254883
	Iteration 42Q: 3 clusters Score -460076.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -460081.437500 Penalty: 4120.254883
	Iteration 43Q: 3 clusters Score -460081.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -460087.343750 Penalty: 4120.254883
	Iteration 44Q: 3 clusters Score -460087.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -460087.437500 Penalty: 4120.254883
	Iteration 45Q: 3 clusters Score -460087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -460087.687500 Penalty: 4120.254883
	Iteration 46Q: 3 clusters Score -460087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -460087.250000 Penalty: 4120.254883
	Iteration 47Q: 3 clusters Score -460087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -460088.656250 Penalty: 4120.254883
	Iteration 48Q: 3 clusters Score -460088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -460089.187500 Penalty: 4120.254883
	Iteration 49Q: 3 clusters Score -460089.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -460091.312500 Penalty: 4120.254883
	Iteration 50Q: 3 clusters Score -460091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -460092.031250 Penalty: 4120.254883
	Iteration 51Q: 3 clusters Score -460092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -460093.343750 Penalty: 4120.254883
	Iteration 52Q: 3 clusters Score -460093.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -460092.843750 Penalty: 4120.254883
	Iteration 53Q: 3 clusters Score -460092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -460094.437500 Penalty: 4120.254883
	Iteration 54Q: 3 clusters Score -460094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -460094.437500 Penalty: 4120.254883
	Iteration 55F: 3 clusters Score -460094.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (97729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97729 members 
Entering Unmasked Estep 
Score: -12533961.000000 Penalty: 2849.508545
	Iteration 0F: 2 clusters Score -1.253396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -12468569.000000 Penalty: 5699.017090
	Iteration 0F: 3 clusters Score -1.246857e+07 nChanged 46330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -12494860.000000 Penalty: 5699.017090
	Iteration 1F: 3 clusters Score -1.249486e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -12495604.000000 Penalty: 5699.017090
	Iteration 2Q: 3 clusters Score -1.24956e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -12496482.000000 Penalty: 5699.017090
	Iteration 3Q: 3 clusters Score -1.249648e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -12497466.000000 Penalty: 5699.017090
	Iteration 4Q: 3 clusters Score -1.249747e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -12498818.000000 Penalty: 5699.017090
	Iteration 5Q: 3 clusters Score -1.249882e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -12500805.000000 Penalty: 5699.017090
	Iteration 6Q: 3 clusters Score -1.25008e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -12503810.000000 Penalty: 5699.017090
	Iteration 7F: 3 clusters Score -1.250381e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -12507919.000000 Penalty: 5699.017090
	Iteration 8F: 3 clusters Score -1.250792e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -12512832.000000 Penalty: 5699.017090
	Iteration 9F: 3 clusters Score -1.251283e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 82048 members 
Entering Unmasked Estep 
Score: -12518194.000000 Penalty: 5699.017090
	Iteration 10F: 3 clusters Score -1.251819e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -12523093.000000 Penalty: 5699.017090
	Iteration 11F: 3 clusters Score -1.252309e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 91829 members 
Entering Unmasked Estep 
Score: -12526854.000000 Penalty: 5699.017090
	Iteration 12Q: 3 clusters Score -1.252685e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 94552 members 
Entering Unmasked Estep 
Score: -12529123.000000 Penalty: 5699.017090
	Iteration 13Q: 3 clusters Score -1.252912e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -12530237.000000 Penalty: 5699.017090
	Iteration 14Q: 3 clusters Score -1.253024e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 96724 members 
Entering Unmasked Estep 
Score: -12530804.000000 Penalty: 5699.017090
	Iteration 15Q: 3 clusters Score -1.25308e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -12531074.000000 Penalty: 5699.017090
	Iteration 16Q: 3 clusters Score -1.253107e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 97180 members 
Entering Unmasked Estep 
Score: -12531222.000000 Penalty: 5699.017090
	Iteration 17Q: 3 clusters Score -1.253122e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 97259 members 
Entering Unmasked Estep 
Score: -12531299.000000 Penalty: 5699.017090
	Iteration 18Q: 3 clusters Score -1.25313e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 97307 members 
Entering Unmasked Estep 
Score: -12531366.000000 Penalty: 5699.017090
	Iteration 19Q: 3 clusters Score -1.253137e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 97333 members 
Entering Unmasked Estep 
Score: -12531389.000000 Penalty: 5699.017090
	Iteration 20F: 3 clusters Score -1.253139e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -12531402.000000 Penalty: 5699.017090
	Iteration 21Q: 3 clusters Score -1.25314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -12531406.000000 Penalty: 5699.017090
	Iteration 22Q: 3 clusters Score -1.253141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -12531409.000000 Penalty: 5699.017090
	Iteration 23Q: 3 clusters Score -1.253141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 97370 members 
Entering Unmasked Estep 
Score: -12531429.000000 Penalty: 5699.017090
	Iteration 24Q: 3 clusters Score -1.253143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 97373 members 
Entering Unmasked Estep 
Score: -12531439.000000 Penalty: 5699.017090
	Iteration 25Q: 3 clusters Score -1.253144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -12531440.000000 Penalty: 5699.017090
	Iteration 26Q: 3 clusters Score -1.253144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 97377 members 
Entering Unmasked Estep 
Score: -12531440.000000 Penalty: 5699.017090
	Iteration 27Q: 3 clusters Score -1.253144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 97378 members 
Entering Unmasked Estep 
Score: -12531445.000000 Penalty: 5699.017090
	Iteration 28Q: 3 clusters Score -1.253144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 97378 members 
Entering Unmasked Estep 
Score: -12531445.000000 Penalty: 5699.017090
	Iteration 29F: 3 clusters Score -1.253144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -149455.921875 Penalty: 1773.179321
	Iteration 0F: 2 clusters Score -149455.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -147327.703125 Penalty: 3546.358643
	Iteration 0F: 3 clusters Score -147327.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -147684.703125 Penalty: 3546.358643
	Iteration 1F: 3 clusters Score -147684.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -147792.281250 Penalty: 3546.358643
	Iteration 2F: 3 clusters Score -147792.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -147826.703125 Penalty: 3546.358643
	Iteration 3Q: 3 clusters Score -147826.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -147865.859375 Penalty: 3546.358643
	Iteration 4Q: 3 clusters Score -147865.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -147901.781250 Penalty: 3546.358643
	Iteration 5Q: 3 clusters Score -147901.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -147925.703125 Penalty: 3546.358643
	Iteration 6Q: 3 clusters Score -147925.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -147954.000000 Penalty: 3546.358643
	Iteration 7Q: 3 clusters Score -147954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -147976.203125 Penalty: 3546.358643
	Iteration 8Q: 3 clusters Score -147976.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -147993.796875 Penalty: 3546.358643
	Iteration 9Q: 3 clusters Score -147993.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -148010.843750 Penalty: 3546.358643
	Iteration 10Q: 3 clusters Score -148010.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -148024.171875 Penalty: 3546.358643
	Iteration 11Q: 3 clusters Score -148024.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -148034.140625 Penalty: 3546.358643
	Iteration 12Q: 3 clusters Score -148034.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -148045.296875 Penalty: 3546.358643
	Iteration 13Q: 3 clusters Score -148045.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -148053.546875 Penalty: 3546.358643
	Iteration 14Q: 3 clusters Score -148053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -148056.703125 Penalty: 3546.358643
	Iteration 15Q: 3 clusters Score -148056.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -148059.375000 Penalty: 3546.358643
	Iteration 16Q: 3 clusters Score -148059.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -148063.437500 Penalty: 3546.358643
	Iteration 17Q: 3 clusters Score -148063.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -148072.187500 Penalty: 3546.358643
	Iteration 18Q: 3 clusters Score -148072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -148082.734375 Penalty: 3546.358643
	Iteration 19Q: 3 clusters Score -148082.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -148095.781250 Penalty: 3546.358643
	Iteration 20F: 3 clusters Score -148095.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -148110.703125 Penalty: 3546.358643
	Iteration 21Q: 3 clusters Score -148110.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -148134.000000 Penalty: 3546.358643
	Iteration 22Q: 3 clusters Score -148134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -148160.359375 Penalty: 3546.358643
	Iteration 23Q: 3 clusters Score -148160.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -148196.015625 Penalty: 3546.358643
	Iteration 24Q: 3 clusters Score -148196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -148232.421875 Penalty: 3546.358643
	Iteration 25Q: 3 clusters Score -148232.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -148255.437500 Penalty: 3546.358643
	Iteration 26Q: 3 clusters Score -148255.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -148283.687500 Penalty: 3546.358643
	Iteration 27Q: 3 clusters Score -148283.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -148291.765625 Penalty: 3546.358643
	Iteration 28Q: 3 clusters Score -148291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -148300.515625 Penalty: 3546.358643
	Iteration 29Q: 3 clusters Score -148300.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -148307.859375 Penalty: 3546.358643
	Iteration 30Q: 3 clusters Score -148307.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -148314.656250 Penalty: 3546.358643
	Iteration 31Q: 3 clusters Score -148314.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -148322.500000 Penalty: 3546.358643
	Iteration 32Q: 3 clusters Score -148322.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -148328.109375 Penalty: 3546.358643
	Iteration 33Q: 3 clusters Score -148328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -148332.046875 Penalty: 3546.358643
	Iteration 34Q: 3 clusters Score -148332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -148338.843750 Penalty: 3546.358643
	Iteration 35Q: 3 clusters Score -148338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -148340.312500 Penalty: 3546.358643
	Iteration 36Q: 3 clusters Score -148340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -148341.000000 Penalty: 3546.358643
	Iteration 37Q: 3 clusters Score -148341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -148343.531250 Penalty: 3546.358643
	Iteration 38Q: 3 clusters Score -148343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -148345.687500 Penalty: 3546.358643
	Iteration 39Q: 3 clusters Score -148345.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -148349.031250 Penalty: 3546.358643
	Iteration 40F: 3 clusters Score -148349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -148351.218750 Penalty: 3546.358643
	Iteration 41Q: 3 clusters Score -148351.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -148356.046875 Penalty: 3546.358643
	Iteration 42Q: 3 clusters Score -148356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -148365.187500 Penalty: 3546.358643
	Iteration 43Q: 3 clusters Score -148365.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -148379.343750 Penalty: 3546.358643
	Iteration 44Q: 3 clusters Score -148379.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -148407.781250 Penalty: 3546.358643
	Iteration 45Q: 3 clusters Score -148407.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -148472.953125 Penalty: 3546.358643
	Iteration 46Q: 3 clusters Score -148473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -148570.484375 Penalty: 3546.358643
	Iteration 47Q: 3 clusters Score -148570.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -148689.765625 Penalty: 3546.358643
	Iteration 48Q: 3 clusters Score -148689.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -148884.921875 Penalty: 3546.358643
	Iteration 49Q: 3 clusters Score -148884.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -149228.796875 Penalty: 3546.358643
	Iteration 50Q: 3 clusters Score -149228.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -149637.453125 Penalty: 3546.358643
	Iteration 51Q: 3 clusters Score -149637.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -149812.343750 Penalty: 3546.358643
	Iteration 52Q: 3 clusters Score -149812.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -149937.984375 Penalty: 3546.358643
	Iteration 53Q: 3 clusters Score -149938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -150128.015625 Penalty: 3546.358643
	Iteration 54Q: 3 clusters Score -150128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -150223.453125 Penalty: 3546.358643
	Iteration 55Q: 3 clusters Score -150223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -150226.796875 Penalty: 3546.358643
	Iteration 56Q: 3 clusters Score -150226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -150226.796875 Penalty: 3546.358643
	Iteration 57F: 3 clusters Score -150226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 29387 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 285954 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 45181 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 136344 members 
Mstep: Class 13 contains 34911 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 100740 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 24139 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 9614 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 97729 members 
Mstep: Class 31 contains 640 members 
Mstep: Class 32 contains 634 members 
Entering Unmasked Estep 
Score: -157740176.000000 Penalty: 111509.140625
Splitting cluster 31 changes total score from -157741104.000000 to -157740176.000000
So it's not getting split.
--- Evaluating fit on full set of 3796781 points ---
Entering Unmasked Estep 
Score: -477531168.000000 Penalty: 116470.617188
21->32 Clusters: Score -477531168.000000, best is -477504864.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1265593 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 60407 members 
Mstep: Class 3 contains 60352 members 
Mstep: Class 4 contains 60258 members 
Mstep: Class 5 contains 60088 members 
Mstep: Class 6 contains 60219 members 
Mstep: Class 7 contains 59857 members 
Mstep: Class 8 contains 60329 members 
Mstep: Class 9 contains 60435 members 
Mstep: Class 10 contains 60616 members 
Mstep: Class 11 contains 60469 members 
Mstep: Class 12 contains 60485 members 
Mstep: Class 13 contains 60495 members 
Mstep: Class 14 contains 59584 members 
Mstep: Class 15 contains 59999 members 
Mstep: Class 16 contains 60317 members 
Mstep: Class 17 contains 60218 members 
Mstep: Class 18 contains 60143 members 
Mstep: Class 19 contains 60310 members 
Mstep: Class 20 contains 60278 members 
Mstep: Class 21 contains 60543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 857.409912 but Gain 3484.664062
Score: -150562144.000000 Penalty: 69693.210938
Iteration 0F: 21 clusters Score -1.505621e+08 nChanged 1198875
Entering Unmasked Mstep 
Mstep: Class 0 contains 2371 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 43536 members 
Mstep: Class 3 contains 70492 members 
Mstep: Class 4 contains 58308 members 
Mstep: Class 5 contains 69609 members 
Mstep: Class 6 contains 128875 members 
Mstep: Class 7 contains 32429 members 
Mstep: Class 8 contains 118544 members 
Mstep: Class 9 contains 58223 members 
Mstep: Class 10 contains 52529 members 
Mstep: Class 11 contains 29505 members 
Mstep: Class 12 contains 50646 members 
Mstep: Class 13 contains 184044 members 
Mstep: Class 14 contains 52572 members 
Mstep: Class 15 contains 39772 members 
Mstep: Class 16 contains 44875 members 
Mstep: Class 17 contains 100602 members 
Mstep: Class 18 contains 16015 members 
Mstep: Class 19 contains 21888 members 
Mstep: Class 20 contains 65488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154343760.000000 Penalty: 69693.210938
Iteration 1F: 21 clusters Score -1.543438e+08 nChanged 501886
Entering Unmasked Mstep 
Mstep: Class 0 contains 2085 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 29565 members 
Mstep: Class 3 contains 42576 members 
Mstep: Class 4 contains 50638 members 
Mstep: Class 5 contains 57984 members 
Mstep: Class 6 contains 153189 members 
Mstep: Class 7 contains 24208 members 
Mstep: Class 8 contains 158752 members 
Mstep: Class 9 contains 55638 members 
Mstep: Class 10 contains 49142 members 
Mstep: Class 11 contains 23463 members 
Mstep: Class 12 contains 48026 members 
Mstep: Class 13 contains 159359 members 
Mstep: Class 14 contains 117794 members 
Mstep: Class 15 contains 36986 members 
Mstep: Class 16 contains 26570 members 
Mstep: Class 17 contains 108968 members 
Mstep: Class 18 contains 13271 members 
Mstep: Class 19 contains 34582 members 
Mstep: Class 20 contains 52319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155613552.000000 Penalty: 69693.210938
Iteration 2F: 21 clusters Score -1.556136e+08 nChanged 420119
Entering Unmasked Mstep 
Mstep: Class 0 contains 602 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 21990 members 
Mstep: Class 3 contains 27330 members 
Mstep: Class 4 contains 48925 members 
Mstep: Class 5 contains 57257 members 
Mstep: Class 6 contains 165739 members 
Mstep: Class 7 contains 18744 members 
Mstep: Class 8 contains 152873 members 
Mstep: Class 9 contains 45620 members 
Mstep: Class 10 contains 42624 members 
Mstep: Class 11 contains 22772 members 
Mstep: Class 12 contains 49881 members 
Mstep: Class 13 contains 116750 members 
Mstep: Class 14 contains 225346 members 
Mstep: Class 15 contains 40641 members 
Mstep: Class 16 contains 17112 members 
Mstep: Class 17 contains 92786 members 
Mstep: Class 18 contains 13041 members 
Mstep: Class 19 contains 46381 members 
Mstep: Class 20 contains 39197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156444464.000000 Penalty: 69693.210938
Iteration 3F: 21 clusters Score -1.564445e+08 nChanged 297474
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 16118 members 
Mstep: Class 3 contains 22446 members 
Mstep: Class 4 contains 46246 members 
Mstep: Class 5 contains 65497 members 
Mstep: Class 6 contains 164399 members 
Mstep: Class 7 contains 20077 members 
Mstep: Class 8 contains 143011 members 
Mstep: Class 9 contains 36788 members 
Mstep: Class 10 contains 34635 members 
Mstep: Class 11 contains 22382 members 
Mstep: Class 12 contains 41947 members 
Mstep: Class 13 contains 93003 members 
Mstep: Class 14 contains 314486 members 
Mstep: Class 15 contains 44743 members 
Mstep: Class 16 contains 13929 members 
Mstep: Class 17 contains 84554 members 
Mstep: Class 18 contains 7378 members 
Mstep: Class 19 contains 46028 members 
Mstep: Class 20 contains 26767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156844416.000000 Penalty: 69693.210938
Iteration 4F: 21 clusters Score -1.568444e+08 nChanged 208181
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 12718 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 40692 members 
Mstep: Class 5 contains 70779 members 
Mstep: Class 6 contains 157147 members 
Mstep: Class 7 contains 24485 members 
Mstep: Class 8 contains 135489 members 
Mstep: Class 9 contains 26889 members 
Mstep: Class 10 contains 28877 members 
Mstep: Class 11 contains 23314 members 
Mstep: Class 12 contains 36629 members 
Mstep: Class 13 contains 85202 members 
Mstep: Class 14 contains 364499 members 
Mstep: Class 15 contains 50370 members 
Mstep: Class 16 contains 10826 members 
Mstep: Class 17 contains 84248 members 
Mstep: Class 18 contains 4088 members 
Mstep: Class 19 contains 52130 members 
Mstep: Class 20 contains 15896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157013376.000000 Penalty: 69693.210938
Iteration 5F: 21 clusters Score -1.570134e+08 nChanged 150105
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 12157 members 
Mstep: Class 3 contains 17586 members 
Mstep: Class 4 contains 34462 members 
Mstep: Class 5 contains 75188 members 
Mstep: Class 6 contains 149563 members 
Mstep: Class 7 contains 27698 members 
Mstep: Class 8 contains 135983 members 
Mstep: Class 9 contains 17988 members 
Mstep: Class 10 contains 25952 members 
Mstep: Class 11 contains 25263 members 
Mstep: Class 12 contains 35037 members 
Mstep: Class 13 contains 86323 members 
Mstep: Class 14 contains 377440 members 
Mstep: Class 15 contains 56975 members 
Mstep: Class 16 contains 8181 members 
Mstep: Class 17 contains 88835 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 53378 members 
Mstep: Class 20 contains 9542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149360.000000 Penalty: 69693.210938
Iteration 6F: 21 clusters Score -1.571494e+08 nChanged 119582
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 12713 members 
Mstep: Class 3 contains 16002 members 
Mstep: Class 4 contains 29733 members 
Mstep: Class 5 contains 85931 members 
Mstep: Class 6 contains 139053 members 
Mstep: Class 7 contains 29456 members 
Mstep: Class 8 contains 140287 members 
Mstep: Class 9 contains 11327 members 
Mstep: Class 10 contains 26152 members 
Mstep: Class 11 contains 27295 members 
Mstep: Class 12 contains 36325 members 
Mstep: Class 13 contains 88100 members 
Mstep: Class 14 contains 376007 members 
Mstep: Class 15 contains 62794 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 88972 members 
Mstep: Class 18 contains 3361 members 
Mstep: Class 19 contains 51618 members 
Mstep: Class 20 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3172.750244 but Gain 3484.656250
Score: -157259600.000000 Penalty: 66208.554688
Iteration 7F: 20 clusters Score -1.572596e+08 nChanged 101805
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 13779 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 26943 members 
Mstep: Class 5 contains 98985 members 
Mstep: Class 6 contains 128279 members 
Mstep: Class 7 contains 30168 members 
Mstep: Class 8 contains 148055 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 26520 members 
Mstep: Class 11 contains 29329 members 
Mstep: Class 12 contains 39827 members 
Mstep: Class 13 contains 89540 members 
Mstep: Class 14 contains 369547 members 
Mstep: Class 15 contains 67659 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 84732 members 
Mstep: Class 18 contains 3357 members 
Mstep: Class 19 contains 49090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157336896.000000 Penalty: 66208.554688
Iteration 8F: 20 clusters Score -1.573369e+08 nChanged 79531
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 14944 members 
Mstep: Class 3 contains 11854 members 
Mstep: Class 4 contains 25467 members 
Mstep: Class 5 contains 110873 members 
Mstep: Class 6 contains 119623 members 
Mstep: Class 7 contains 30300 members 
Mstep: Class 8 contains 156998 members 
Mstep: Class 9 contains 5724 members 
Mstep: Class 10 contains 25868 members 
Mstep: Class 11 contains 31239 members 
Mstep: Class 12 contains 43096 members 
Mstep: Class 13 contains 88190 members 
Mstep: Class 14 contains 359409 members 
Mstep: Class 15 contains 70805 members 
Mstep: Class 16 contains 4797 members 
Mstep: Class 17 contains 79288 members 
Mstep: Class 18 contains 3361 members 
Mstep: Class 19 contains 46584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157394128.000000 Penalty: 66208.554688
Iteration 9F: 20 clusters Score -1.573941e+08 nChanged 66612
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 16034 members 
Mstep: Class 3 contains 9693 members 
Mstep: Class 4 contains 24676 members 
Mstep: Class 5 contains 121509 members 
Mstep: Class 6 contains 113543 members 
Mstep: Class 7 contains 30185 members 
Mstep: Class 8 contains 165326 members 
Mstep: Class 9 contains 5065 members 
Mstep: Class 10 contains 23964 members 
Mstep: Class 11 contains 33056 members 
Mstep: Class 12 contains 46047 members 
Mstep: Class 13 contains 85845 members 
Mstep: Class 14 contains 350388 members 
Mstep: Class 15 contains 73352 members 
Mstep: Class 16 contains 4763 members 
Mstep: Class 17 contains 73760 members 
Mstep: Class 18 contains 3364 members 
Mstep: Class 19 contains 44228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157446048.000000 Penalty: 66208.554688
Iteration 10F: 20 clusters Score -1.57446e+08 nChanged 56964
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 16858 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 24238 members 
Mstep: Class 5 contains 130280 members 
Mstep: Class 6 contains 110388 members 
Mstep: Class 7 contains 30017 members 
Mstep: Class 8 contains 172072 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 20821 members 
Mstep: Class 11 contains 34688 members 
Mstep: Class 12 contains 48690 members 
Mstep: Class 13 contains 83017 members 
Mstep: Class 14 contains 343226 members 
Mstep: Class 15 contains 75564 members 
Mstep: Class 16 contains 4915 members 
Mstep: Class 17 contains 68992 members 
Mstep: Class 18 contains 3362 members 
Mstep: Class 19 contains 41963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157490240.000000 Penalty: 66208.554688
Iteration 11Q: 20 clusters Score -1.574902e+08 nChanged 48081
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 17321 members 
Mstep: Class 3 contains 7188 members 
Mstep: Class 4 contains 23972 members 
Mstep: Class 5 contains 136941 members 
Mstep: Class 6 contains 109633 members 
Mstep: Class 7 contains 30149 members 
Mstep: Class 8 contains 176592 members 
Mstep: Class 9 contains 4882 members 
Mstep: Class 10 contains 17459 members 
Mstep: Class 11 contains 36105 members 
Mstep: Class 12 contains 50814 members 
Mstep: Class 13 contains 79782 members 
Mstep: Class 14 contains 338334 members 
Mstep: Class 15 contains 77606 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 65370 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 39691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157521968.000000 Penalty: 66208.554688
Iteration 12Q: 20 clusters Score -1.57522e+08 nChanged 38305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 6659 members 
Mstep: Class 4 contains 23783 members 
Mstep: Class 5 contains 141256 members 
Mstep: Class 6 contains 110045 members 
Mstep: Class 7 contains 30498 members 
Mstep: Class 8 contains 178840 members 
Mstep: Class 9 contains 4904 members 
Mstep: Class 10 contains 15152 members 
Mstep: Class 11 contains 37418 members 
Mstep: Class 12 contains 52448 members 
Mstep: Class 13 contains 76519 members 
Mstep: Class 14 contains 334698 members 
Mstep: Class 15 contains 79635 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 63555 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 37565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157540848.000000 Penalty: 66208.554688
Iteration 13Q: 20 clusters Score -1.575408e+08 nChanged 29083
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 17575 members 
Mstep: Class 3 contains 6274 members 
Mstep: Class 4 contains 23656 members 
Mstep: Class 5 contains 144196 members 
Mstep: Class 6 contains 110818 members 
Mstep: Class 7 contains 30875 members 
Mstep: Class 8 contains 179407 members 
Mstep: Class 9 contains 4925 members 
Mstep: Class 10 contains 13817 members 
Mstep: Class 11 contains 38658 members 
Mstep: Class 12 contains 53896 members 
Mstep: Class 13 contains 73589 members 
Mstep: Class 14 contains 331625 members 
Mstep: Class 15 contains 81479 members 
Mstep: Class 16 contains 5431 members 
Mstep: Class 17 contains 63076 members 
Mstep: Class 18 contains 3370 members 
Mstep: Class 19 contains 35695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157550176.000000 Penalty: 66208.554688
Iteration 14Q: 20 clusters Score -1.575502e+08 nChanged 22761
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 17509 members 
Mstep: Class 3 contains 6003 members 
Mstep: Class 4 contains 23603 members 
Mstep: Class 5 contains 146436 members 
Mstep: Class 6 contains 111581 members 
Mstep: Class 7 contains 31246 members 
Mstep: Class 8 contains 179350 members 
Mstep: Class 9 contains 4921 members 
Mstep: Class 10 contains 13054 members 
Mstep: Class 11 contains 39814 members 
Mstep: Class 12 contains 55335 members 
Mstep: Class 13 contains 70984 members 
Mstep: Class 14 contains 328914 members 
Mstep: Class 15 contains 83158 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 62813 members 
Mstep: Class 18 contains 3370 members 
Mstep: Class 19 contains 34143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157556592.000000 Penalty: 66208.554688
Iteration 15Q: 20 clusters Score -1.575566e+08 nChanged 18178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 17435 members 
Mstep: Class 3 contains 5864 members 
Mstep: Class 4 contains 23558 members 
Mstep: Class 5 contains 148203 members 
Mstep: Class 6 contains 112137 members 
Mstep: Class 7 contains 31597 members 
Mstep: Class 8 contains 179159 members 
Mstep: Class 9 contains 4894 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 40770 members 
Mstep: Class 12 contains 56745 members 
Mstep: Class 13 contains 68656 members 
Mstep: Class 14 contains 326473 members 
Mstep: Class 15 contains 84592 members 
Mstep: Class 16 contains 5782 members 
Mstep: Class 17 contains 62651 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 32818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157562080.000000 Penalty: 66208.554688
Iteration 16Q: 20 clusters Score -1.575621e+08 nChanged 15353
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 17417 members 
Mstep: Class 3 contains 5821 members 
Mstep: Class 4 contains 23545 members 
Mstep: Class 5 contains 149556 members 
Mstep: Class 6 contains 112526 members 
Mstep: Class 7 contains 31913 members 
Mstep: Class 8 contains 179064 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 12498 members 
Mstep: Class 11 contains 41595 members 
Mstep: Class 12 contains 58085 members 
Mstep: Class 13 contains 66540 members 
Mstep: Class 14 contains 324183 members 
Mstep: Class 15 contains 85862 members 
Mstep: Class 16 contains 5986 members 
Mstep: Class 17 contains 62438 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 31784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157566288.000000 Penalty: 66208.554688
Iteration 17Q: 20 clusters Score -1.575663e+08 nChanged 13369
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 17411 members 
Mstep: Class 3 contains 5830 members 
Mstep: Class 4 contains 23543 members 
Mstep: Class 5 contains 150724 members 
Mstep: Class 6 contains 112771 members 
Mstep: Class 7 contains 32247 members 
Mstep: Class 8 contains 178984 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 12415 members 
Mstep: Class 11 contains 42279 members 
Mstep: Class 12 contains 59380 members 
Mstep: Class 13 contains 64597 members 
Mstep: Class 14 contains 322057 members 
Mstep: Class 15 contains 86997 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 62207 members 
Mstep: Class 18 contains 3370 members 
Mstep: Class 19 contains 30928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157570560.000000 Penalty: 66208.554688
Iteration 18Q: 20 clusters Score -1.575706e+08 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 17492 members 
Mstep: Class 3 contains 5885 members 
Mstep: Class 4 contains 23548 members 
Mstep: Class 5 contains 151744 members 
Mstep: Class 6 contains 112928 members 
Mstep: Class 7 contains 32509 members 
Mstep: Class 8 contains 178860 members 
Mstep: Class 9 contains 4767 members 
Mstep: Class 10 contains 12399 members 
Mstep: Class 11 contains 42868 members 
Mstep: Class 12 contains 60584 members 
Mstep: Class 13 contains 62832 members 
Mstep: Class 14 contains 320160 members 
Mstep: Class 15 contains 88072 members 
Mstep: Class 16 contains 6400 members 
Mstep: Class 17 contains 61916 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 30212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157573792.000000 Penalty: 66208.554688
Iteration 19Q: 20 clusters Score -1.575738e+08 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 17640 members 
Mstep: Class 3 contains 5940 members 
Mstep: Class 4 contains 23550 members 
Mstep: Class 5 contains 152665 members 
Mstep: Class 6 contains 113022 members 
Mstep: Class 7 contains 32754 members 
Mstep: Class 8 contains 178690 members 
Mstep: Class 9 contains 4693 members 
Mstep: Class 10 contains 12435 members 
Mstep: Class 11 contains 43340 members 
Mstep: Class 12 contains 61750 members 
Mstep: Class 13 contains 61180 members 
Mstep: Class 14 contains 318522 members 
Mstep: Class 15 contains 89099 members 
Mstep: Class 16 contains 6612 members 
Mstep: Class 17 contains 61583 members 
Mstep: Class 18 contains 3372 members 
Mstep: Class 19 contains 29584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157577232.000000 Penalty: 66208.554688
Iteration 20F: 20 clusters Score -1.575772e+08 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 17831 members 
Mstep: Class 3 contains 6214 members 
Mstep: Class 4 contains 23525 members 
Mstep: Class 5 contains 153490 members 
Mstep: Class 6 contains 112992 members 
Mstep: Class 7 contains 32968 members 
Mstep: Class 8 contains 178576 members 
Mstep: Class 9 contains 4642 members 
Mstep: Class 10 contains 12924 members 
Mstep: Class 11 contains 43682 members 
Mstep: Class 12 contains 62869 members 
Mstep: Class 13 contains 59588 members 
Mstep: Class 14 contains 316922 members 
Mstep: Class 15 contains 90023 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 61249 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 28583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157580448.000000 Penalty: 66208.554688
Iteration 21Q: 20 clusters Score -1.575804e+08 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 17972 members 
Mstep: Class 3 contains 6358 members 
Mstep: Class 4 contains 23538 members 
Mstep: Class 5 contains 154186 members 
Mstep: Class 6 contains 113012 members 
Mstep: Class 7 contains 33144 members 
Mstep: Class 8 contains 178556 members 
Mstep: Class 9 contains 4643 members 
Mstep: Class 10 contains 13294 members 
Mstep: Class 11 contains 44077 members 
Mstep: Class 12 contains 63946 members 
Mstep: Class 13 contains 58194 members 
Mstep: Class 14 contains 315412 members 
Mstep: Class 15 contains 90782 members 
Mstep: Class 16 contains 7048 members 
Mstep: Class 17 contains 60877 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 27764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157582496.000000 Penalty: 66208.554688
Iteration 22Q: 20 clusters Score -1.575825e+08 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 18167 members 
Mstep: Class 3 contains 6445 members 
Mstep: Class 4 contains 23551 members 
Mstep: Class 5 contains 154910 members 
Mstep: Class 6 contains 113038 members 
Mstep: Class 7 contains 33273 members 
Mstep: Class 8 contains 178352 members 
Mstep: Class 9 contains 4670 members 
Mstep: Class 10 contains 13610 members 
Mstep: Class 11 contains 44389 members 
Mstep: Class 12 contains 64988 members 
Mstep: Class 13 contains 56971 members 
Mstep: Class 14 contains 314059 members 
Mstep: Class 15 contains 91454 members 
Mstep: Class 16 contains 7234 members 
Mstep: Class 17 contains 60505 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 27086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157584672.000000 Penalty: 66208.554688
Iteration 23Q: 20 clusters Score -1.575847e+08 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 18319 members 
Mstep: Class 3 contains 6512 members 
Mstep: Class 4 contains 23571 members 
Mstep: Class 5 contains 155651 members 
Mstep: Class 6 contains 112991 members 
Mstep: Class 7 contains 33337 members 
Mstep: Class 8 contains 178122 members 
Mstep: Class 9 contains 4701 members 
Mstep: Class 10 contains 13907 members 
Mstep: Class 11 contains 44704 members 
Mstep: Class 12 contains 65962 members 
Mstep: Class 13 contains 55924 members 
Mstep: Class 14 contains 312768 members 
Mstep: Class 15 contains 92023 members 
Mstep: Class 16 contains 7417 members 
Mstep: Class 17 contains 60126 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 26572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157586832.000000 Penalty: 66208.554688
Iteration 24Q: 20 clusters Score -1.575868e+08 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 18465 members 
Mstep: Class 3 contains 6562 members 
Mstep: Class 4 contains 23579 members 
Mstep: Class 5 contains 156429 members 
Mstep: Class 6 contains 112952 members 
Mstep: Class 7 contains 33344 members 
Mstep: Class 8 contains 177924 members 
Mstep: Class 9 contains 4762 members 
Mstep: Class 10 contains 14203 members 
Mstep: Class 11 contains 45024 members 
Mstep: Class 12 contains 66948 members 
Mstep: Class 13 contains 54917 members 
Mstep: Class 14 contains 311448 members 
Mstep: Class 15 contains 92538 members 
Mstep: Class 16 contains 7629 members 
Mstep: Class 17 contains 59738 members 
Mstep: Class 18 contains 3367 members 
Mstep: Class 19 contains 26087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157588064.000000 Penalty: 66208.554688
Iteration 25Q: 20 clusters Score -1.575881e+08 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 18612 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 23600 members 
Mstep: Class 5 contains 157275 members 
Mstep: Class 6 contains 112842 members 
Mstep: Class 7 contains 33321 members 
Mstep: Class 8 contains 177670 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 14550 members 
Mstep: Class 11 contains 45293 members 
Mstep: Class 12 contains 67919 members 
Mstep: Class 13 contains 54044 members 
Mstep: Class 14 contains 310149 members 
Mstep: Class 15 contains 92976 members 
Mstep: Class 16 contains 7857 members 
Mstep: Class 17 contains 59319 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 25604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157589136.000000 Penalty: 66208.554688
Iteration 26Q: 20 clusters Score -1.575891e+08 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 18761 members 
Mstep: Class 3 contains 6692 members 
Mstep: Class 4 contains 23609 members 
Mstep: Class 5 contains 158118 members 
Mstep: Class 6 contains 112681 members 
Mstep: Class 7 contains 33265 members 
Mstep: Class 8 contains 177391 members 
Mstep: Class 9 contains 4896 members 
Mstep: Class 10 contains 14948 members 
Mstep: Class 11 contains 45541 members 
Mstep: Class 12 contains 68822 members 
Mstep: Class 13 contains 53357 members 
Mstep: Class 14 contains 308947 members 
Mstep: Class 15 contains 93339 members 
Mstep: Class 16 contains 8124 members 
Mstep: Class 17 contains 58886 members 
Mstep: Class 18 contains 3364 members 
Mstep: Class 19 contains 25150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157590496.000000 Penalty: 66208.554688
Iteration 27Q: 20 clusters Score -1.575905e+08 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 18946 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 23614 members 
Mstep: Class 5 contains 159015 members 
Mstep: Class 6 contains 112502 members 
Mstep: Class 7 contains 33170 members 
Mstep: Class 8 contains 177019 members 
Mstep: Class 9 contains 4961 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 45780 members 
Mstep: Class 12 contains 69690 members 
Mstep: Class 13 contains 52755 members 
Mstep: Class 14 contains 307696 members 
Mstep: Class 15 contains 93687 members 
Mstep: Class 16 contains 8395 members 
Mstep: Class 17 contains 58490 members 
Mstep: Class 18 contains 3363 members 
Mstep: Class 19 contains 24736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157591200.000000 Penalty: 66208.554688
Iteration 28Q: 20 clusters Score -1.575912e+08 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 19100 members 
Mstep: Class 3 contains 6783 members 
Mstep: Class 4 contains 23624 members 
Mstep: Class 5 contains 159935 members 
Mstep: Class 6 contains 112274 members 
Mstep: Class 7 contains 33058 members 
Mstep: Class 8 contains 176678 members 
Mstep: Class 9 contains 5021 members 
Mstep: Class 10 contains 15874 members 
Mstep: Class 11 contains 46010 members 
Mstep: Class 12 contains 70489 members 
Mstep: Class 13 contains 52223 members 
Mstep: Class 14 contains 306472 members 
Mstep: Class 15 contains 93946 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 58127 members 
Mstep: Class 18 contains 3363 members 
Mstep: Class 19 contains 24330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157592352.000000 Penalty: 66208.554688
Iteration 29Q: 20 clusters Score -1.575924e+08 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 19217 members 
Mstep: Class 3 contains 6837 members 
Mstep: Class 4 contains 23630 members 
Mstep: Class 5 contains 160898 members 
Mstep: Class 6 contains 112028 members 
Mstep: Class 7 contains 32929 members 
Mstep: Class 8 contains 176373 members 
Mstep: Class 9 contains 5097 members 
Mstep: Class 10 contains 16376 members 
Mstep: Class 11 contains 46241 members 
Mstep: Class 12 contains 71217 members 
Mstep: Class 13 contains 51721 members 
Mstep: Class 14 contains 305248 members 
Mstep: Class 15 contains 94176 members 
Mstep: Class 16 contains 8948 members 
Mstep: Class 17 contains 57771 members 
Mstep: Class 18 contains 3362 members 
Mstep: Class 19 contains 23963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157593680.000000 Penalty: 66208.554688
Iteration 30Q: 20 clusters Score -1.575937e+08 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 19385 members 
Mstep: Class 3 contains 6898 members 
Mstep: Class 4 contains 23629 members 
Mstep: Class 5 contains 161861 members 
Mstep: Class 6 contains 111745 members 
Mstep: Class 7 contains 32784 members 
Mstep: Class 8 contains 176057 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 16915 members 
Mstep: Class 11 contains 46471 members 
Mstep: Class 12 contains 71907 members 
Mstep: Class 13 contains 51270 members 
Mstep: Class 14 contains 304020 members 
Mstep: Class 15 contains 94329 members 
Mstep: Class 16 contains 9161 members 
Mstep: Class 17 contains 57445 members 
Mstep: Class 18 contains 3361 members 
Mstep: Class 19 contains 23628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157594800.000000 Penalty: 66208.554688
Iteration 31Q: 20 clusters Score -1.575948e+08 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 19586 members 
Mstep: Class 3 contains 6948 members 
Mstep: Class 4 contains 23634 members 
Mstep: Class 5 contains 162866 members 
Mstep: Class 6 contains 111423 members 
Mstep: Class 7 contains 32641 members 
Mstep: Class 8 contains 175676 members 
Mstep: Class 9 contains 5276 members 
Mstep: Class 10 contains 17483 members 
Mstep: Class 11 contains 46705 members 
Mstep: Class 12 contains 72535 members 
Mstep: Class 13 contains 50957 members 
Mstep: Class 14 contains 302743 members 
Mstep: Class 15 contains 94475 members 
Mstep: Class 16 contains 9374 members 
Mstep: Class 17 contains 57139 members 
Mstep: Class 18 contains 3360 members 
Mstep: Class 19 contains 23302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157596464.000000 Penalty: 66208.554688
Iteration 32Q: 20 clusters Score -1.575965e+08 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 19789 members 
Mstep: Class 3 contains 6988 members 
Mstep: Class 4 contains 23643 members 
Mstep: Class 5 contains 163782 members 
Mstep: Class 6 contains 111090 members 
Mstep: Class 7 contains 32502 members 
Mstep: Class 8 contains 175521 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 18108 members 
Mstep: Class 11 contains 46924 members 
Mstep: Class 12 contains 73172 members 
Mstep: Class 13 contains 50704 members 
Mstep: Class 14 contains 301347 members 
Mstep: Class 15 contains 94525 members 
Mstep: Class 16 contains 9533 members 
Mstep: Class 17 contains 56853 members 
Mstep: Class 18 contains 3360 members 
Mstep: Class 19 contains 22987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157596848.000000 Penalty: 66208.554688
Iteration 33Q: 20 clusters Score -1.575968e+08 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 20006 members 
Mstep: Class 3 contains 7029 members 
Mstep: Class 4 contains 23646 members 
Mstep: Class 5 contains 164736 members 
Mstep: Class 6 contains 110725 members 
Mstep: Class 7 contains 32361 members 
Mstep: Class 8 contains 175325 members 
Mstep: Class 9 contains 5465 members 
Mstep: Class 10 contains 18744 members 
Mstep: Class 11 contains 47137 members 
Mstep: Class 12 contains 73804 members 
Mstep: Class 13 contains 50470 members 
Mstep: Class 14 contains 300003 members 
Mstep: Class 15 contains 94514 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 56590 members 
Mstep: Class 18 contains 3359 members 
Mstep: Class 19 contains 22669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157597920.000000 Penalty: 66208.554688
Iteration 34Q: 20 clusters Score -1.575979e+08 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 20218 members 
Mstep: Class 3 contains 7049 members 
Mstep: Class 4 contains 23644 members 
Mstep: Class 5 contains 165779 members 
Mstep: Class 6 contains 110364 members 
Mstep: Class 7 contains 32213 members 
Mstep: Class 8 contains 175011 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 19364 members 
Mstep: Class 11 contains 47349 members 
Mstep: Class 12 contains 74416 members 
Mstep: Class 13 contains 50289 members 
Mstep: Class 14 contains 298693 members 
Mstep: Class 15 contains 94472 members 
Mstep: Class 16 contains 9876 members 
Mstep: Class 17 contains 56325 members 
Mstep: Class 18 contains 3358 members 
Mstep: Class 19 contains 22389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157598784.000000 Penalty: 66208.554688
Iteration 35Q: 20 clusters Score -1.575988e+08 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 20410 members 
Mstep: Class 3 contains 7060 members 
Mstep: Class 4 contains 23642 members 
Mstep: Class 5 contains 166836 members 
Mstep: Class 6 contains 110002 members 
Mstep: Class 7 contains 32076 members 
Mstep: Class 8 contains 174645 members 
Mstep: Class 9 contains 5664 members 
Mstep: Class 10 contains 19979 members 
Mstep: Class 11 contains 47538 members 
Mstep: Class 12 contains 75036 members 
Mstep: Class 13 contains 50086 members 
Mstep: Class 14 contains 297524 members 
Mstep: Class 15 contains 94328 members 
Mstep: Class 16 contains 10024 members 
Mstep: Class 17 contains 56043 members 
Mstep: Class 18 contains 3359 members 
Mstep: Class 19 contains 22148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157600080.000000 Penalty: 66208.554688
Iteration 36Q: 20 clusters Score -1.576001e+08 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 20616 members 
Mstep: Class 3 contains 7072 members 
Mstep: Class 4 contains 23636 members 
Mstep: Class 5 contains 167869 members 
Mstep: Class 6 contains 109615 members 
Mstep: Class 7 contains 31943 members 
Mstep: Class 8 contains 174194 members 
Mstep: Class 9 contains 5750 members 
Mstep: Class 10 contains 20605 members 
Mstep: Class 11 contains 47708 members 
Mstep: Class 12 contains 75633 members 
Mstep: Class 13 contains 49893 members 
Mstep: Class 14 contains 296507 members 
Mstep: Class 15 contains 94091 members 
Mstep: Class 16 contains 10149 members 
Mstep: Class 17 contains 55821 members 
Mstep: Class 18 contains 3359 members 
Mstep: Class 19 contains 21964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157600672.000000 Penalty: 66208.554688
Iteration 37Q: 20 clusters Score -1.576007e+08 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 20819 members 
Mstep: Class 3 contains 7090 members 
Mstep: Class 4 contains 23640 members 
Mstep: Class 5 contains 168998 members 
Mstep: Class 6 contains 109225 members 
Mstep: Class 7 contains 31844 members 
Mstep: Class 8 contains 173779 members 
Mstep: Class 9 contains 5846 members 
Mstep: Class 10 contains 21236 members 
Mstep: Class 11 contains 47852 members 
Mstep: Class 12 contains 76237 members 
Mstep: Class 13 contains 49721 members 
Mstep: Class 14 contains 295399 members 
Mstep: Class 15 contains 93784 members 
Mstep: Class 16 contains 10261 members 
Mstep: Class 17 contains 55614 members 
Mstep: Class 18 contains 3359 members 
Mstep: Class 19 contains 21756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157601344.000000 Penalty: 66208.554688
Iteration 38Q: 20 clusters Score -1.576013e+08 nChanged 6301
Entering ConstructFrom: 
Score: -157601344.000000 Penalty: 66208.554688
Entering ConstructFrom: 
Trying to split cluster 1 (49106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Entering Unmasked Estep 
Score: -6312540.500000 Penalty: 2678.830811
	Iteration 0F: 2 clusters Score -6312540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -6279682.500000 Penalty: 5357.661621
	Iteration 0F: 3 clusters Score -6279682 nChanged 22575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -6292067.000000 Penalty: 5357.661621
	Iteration 1F: 3 clusters Score -6292067 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -6293018.000000 Penalty: 5357.661621
	Iteration 2Q: 3 clusters Score -6293018 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -6294425.000000 Penalty: 5357.661621
	Iteration 3F: 3 clusters Score -6294425 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -6296720.500000 Penalty: 5357.661621
	Iteration 4F: 3 clusters Score -6296720 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -6300275.000000 Penalty: 5357.661621
	Iteration 5F: 3 clusters Score -6300275 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -6304703.000000 Penalty: 5357.661621
	Iteration 6F: 3 clusters Score -6304703 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -6308187.000000 Penalty: 5357.661621
	Iteration 7F: 3 clusters Score -6308187 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -6310064.000000 Penalty: 5357.661621
	Iteration 8F: 3 clusters Score -6310064 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -6311280.000000 Penalty: 5357.661621
	Iteration 9Q: 3 clusters Score -6311280 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -6312767.000000 Penalty: 5357.661621
	Iteration 10Q: 3 clusters Score -6312767 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -6314566.000000 Penalty: 5357.661621
	Iteration 11Q: 3 clusters Score -6314566 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -6316325.500000 Penalty: 5357.661621
	Iteration 12Q: 3 clusters Score -6316326 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -6317415.500000 Penalty: 5357.661621
	Iteration 13Q: 3 clusters Score -6317416 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -6317847.000000 Penalty: 5357.661621
	Iteration 14Q: 3 clusters Score -6317847 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -6318027.000000 Penalty: 5357.661621
	Iteration 15Q: 3 clusters Score -6318027 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -6318082.500000 Penalty: 5357.661621
	Iteration 16Q: 3 clusters Score -6318082 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -6318093.500000 Penalty: 5357.661621
	Iteration 17Q: 3 clusters Score -6318094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -6318105.500000 Penalty: 5357.661621
	Iteration 18Q: 3 clusters Score -6318106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -6318115.500000 Penalty: 5357.661621
	Iteration 19Q: 3 clusters Score -6318116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -6318130.500000 Penalty: 5357.661621
	Iteration 20F: 3 clusters Score -6318130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -6318119.500000 Penalty: 5357.661621
	Iteration 21Q: 3 clusters Score -6318120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -6318128.500000 Penalty: 5357.661621
	Iteration 22Q: 3 clusters Score -6318128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -6318128.000000 Penalty: 5357.661621
	Iteration 23Q: 3 clusters Score -6318128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -6318131.000000 Penalty: 5357.661621
	Iteration 24Q: 3 clusters Score -6318131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -6318131.000000 Penalty: 5357.661621
	Iteration 25Q: 3 clusters Score -6318131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -6318116.000000 Penalty: 5357.661621
	Iteration 26Q: 3 clusters Score -6318116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -6318122.500000 Penalty: 5357.661621
	Iteration 27Q: 3 clusters Score -6318122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -6318124.000000 Penalty: 5357.661621
	Iteration 28Q: 3 clusters Score -6318124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -6318127.500000 Penalty: 5357.661621
	Iteration 29Q: 3 clusters Score -6318128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -6318122.000000 Penalty: 5357.661621
	Iteration 30Q: 3 clusters Score -6318122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -6318117.500000 Penalty: 5357.661621
	Iteration 31Q: 3 clusters Score -6318118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -6318124.500000 Penalty: 5357.661621
	Iteration 32Q: 3 clusters Score -6318124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -6318116.500000 Penalty: 5357.661621
	Iteration 33Q: 3 clusters Score -6318116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -6318122.500000 Penalty: 5357.661621
	Iteration 34Q: 3 clusters Score -6318122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -6318120.500000 Penalty: 5357.661621
	Iteration 35Q: 3 clusters Score -6318120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -6318116.500000 Penalty: 5357.661621
	Iteration 36Q: 3 clusters Score -6318116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -6318117.000000 Penalty: 5357.661621
	Iteration 37Q: 3 clusters Score -6318117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -6318117.000000 Penalty: 5357.661621
	Iteration 38Q: 3 clusters Score -6318117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -6318120.500000 Penalty: 5357.661621
	Iteration 39Q: 3 clusters Score -6318120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -6318120.500000 Penalty: 5357.661621
	Iteration 40F: 3 clusters Score -6318120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 21033 members 
Mstep: Class 3 contains 7110 members 
Mstep: Class 4 contains 23640 members 
Mstep: Class 5 contains 170065 members 
Mstep: Class 6 contains 108812 members 
Mstep: Class 7 contains 31767 members 
Mstep: Class 8 contains 173416 members 
Mstep: Class 9 contains 5950 members 
Mstep: Class 10 contains 21903 members 
Mstep: Class 11 contains 47970 members 
Mstep: Class 12 contains 76840 members 
Mstep: Class 13 contains 49526 members 
Mstep: Class 14 contains 294350 members 
Mstep: Class 15 contains 93417 members 
Mstep: Class 16 contains 10313 members 
Mstep: Class 17 contains 55435 members 
Mstep: Class 18 contains 3359 members 
Mstep: Class 19 contains 21567 members 
Mstep: Class 20 contains 25806 members 
Entering Unmasked Estep 
Score: -157606112.000000 Penalty: 69693.210938
Splitting cluster 1 changes total score from -157601344.000000 to -157606112.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (21033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Entering Unmasked Estep 
Score: -2727819.750000 Penalty: 2468.554199
	Iteration 0F: 2 clusters Score -2727820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2713021.750000 Penalty: 4937.108398
	Iteration 0F: 3 clusters Score -2713022 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2718109.000000 Penalty: 4937.108398
	Iteration 1F: 3 clusters Score -2718109 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2718500.250000 Penalty: 4937.108398
	Iteration 2F: 3 clusters Score -2718500 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2718828.500000 Penalty: 4937.108398
	Iteration 3Q: 3 clusters Score -2718828 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2719185.000000 Penalty: 4937.108398
	Iteration 4Q: 3 clusters Score -2719185 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2719591.000000 Penalty: 4937.108398
	Iteration 5Q: 3 clusters Score -2719591 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2720173.250000 Penalty: 4937.108398
	Iteration 6Q: 3 clusters Score -2720173 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2720972.000000 Penalty: 4937.108398
	Iteration 7F: 3 clusters Score -2720972 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2722043.000000 Penalty: 4937.108398
	Iteration 8F: 3 clusters Score -2722043 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2723220.750000 Penalty: 4937.108398
	Iteration 9F: 3 clusters Score -2723221 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2724231.000000 Penalty: 4937.108398
	Iteration 10F: 3 clusters Score -2724231 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2724921.750000 Penalty: 4937.108398
	Iteration 11Q: 3 clusters Score -2724922 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2725283.500000 Penalty: 4937.108398
	Iteration 12Q: 3 clusters Score -2725284 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2725457.000000 Penalty: 4937.108398
	Iteration 13Q: 3 clusters Score -2725457 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2725521.000000 Penalty: 4937.108398
	Iteration 14Q: 3 clusters Score -2725521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2725568.500000 Penalty: 4937.108398
	Iteration 15Q: 3 clusters Score -2725568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2725582.750000 Penalty: 4937.108398
	Iteration 16Q: 3 clusters Score -2725583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2725601.750000 Penalty: 4937.108398
	Iteration 17Q: 3 clusters Score -2725602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2725607.250000 Penalty: 4937.108398
	Iteration 18Q: 3 clusters Score -2725607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2725611.750000 Penalty: 4937.108398
	Iteration 19Q: 3 clusters Score -2725612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2725621.750000 Penalty: 4937.108398
	Iteration 20F: 3 clusters Score -2725622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2725628.250000 Penalty: 4937.108398
	Iteration 21Q: 3 clusters Score -2725628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2725635.500000 Penalty: 4937.108398
	Iteration 22Q: 3 clusters Score -2725636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2725642.500000 Penalty: 4937.108398
	Iteration 23Q: 3 clusters Score -2725642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2725652.000000 Penalty: 4937.108398
	Iteration 24Q: 3 clusters Score -2725652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2725659.000000 Penalty: 4937.108398
	Iteration 25Q: 3 clusters Score -2725659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2725661.750000 Penalty: 4937.108398
	Iteration 26Q: 3 clusters Score -2725662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2725673.750000 Penalty: 4937.108398
	Iteration 27Q: 3 clusters Score -2725674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2725683.750000 Penalty: 4937.108398
	Iteration 28Q: 3 clusters Score -2725684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2725684.500000 Penalty: 4937.108398
	Iteration 29Q: 3 clusters Score -2725684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2725684.000000 Penalty: 4937.108398
	Iteration 30Q: 3 clusters Score -2725684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2725689.000000 Penalty: 4937.108398
	Iteration 31Q: 3 clusters Score -2725689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2725689.000000 Penalty: 4937.108398
	Iteration 32F: 3 clusters Score -2725689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Entering Unmasked Estep 
Score: -841188.125000 Penalty: 2199.575928
	Iteration 0F: 2 clusters Score -841188.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -835364.812500 Penalty: 4399.151855
	Iteration 0F: 3 clusters Score -835364.8 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -837287.125000 Penalty: 4399.151855
	Iteration 1F: 3 clusters Score -837287.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -838003.937500 Penalty: 4399.151855
	Iteration 2F: 3 clusters Score -838003.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -838762.062500 Penalty: 4399.151855
	Iteration 3F: 3 clusters Score -838762.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -839377.625000 Penalty: 4399.151855
	Iteration 4F: 3 clusters Score -839377.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -839817.312500 Penalty: 4399.151855
	Iteration 5F: 3 clusters Score -839817.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -840146.375000 Penalty: 4399.151855
	Iteration 6Q: 3 clusters Score -840146.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -840376.687500 Penalty: 4399.151855
	Iteration 7Q: 3 clusters Score -840376.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -840600.375000 Penalty: 4399.151855
	Iteration 8Q: 3 clusters Score -840600.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -840887.375000 Penalty: 4399.151855
	Iteration 9Q: 3 clusters Score -840887.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -841120.375000 Penalty: 4399.151855
	Iteration 10Q: 3 clusters Score -841120.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -841256.000000 Penalty: 4399.151855
	Iteration 11Q: 3 clusters Score -841256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -841301.937500 Penalty: 4399.151855
	Iteration 12Q: 3 clusters Score -841301.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -841317.875000 Penalty: 4399.151855
	Iteration 13Q: 3 clusters Score -841317.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -841324.625000 Penalty: 4399.151855
	Iteration 14Q: 3 clusters Score -841324.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -841328.187500 Penalty: 4399.151855
	Iteration 15Q: 3 clusters Score -841328.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -841328.750000 Penalty: 4399.151855
	Iteration 16Q: 3 clusters Score -841328.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -841331.500000 Penalty: 4399.151855
	Iteration 17Q: 3 clusters Score -841331.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -841332.312500 Penalty: 4399.151855
	Iteration 18Q: 3 clusters Score -841332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -841333.187500 Penalty: 4399.151855
	Iteration 19Q: 3 clusters Score -841333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -841333.187500 Penalty: 4399.151855
	Iteration 20F: 3 clusters Score -841333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -841335.187500 Penalty: 4399.151855
	Iteration 21Q: 3 clusters Score -841335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -841336.062500 Penalty: 4399.151855
	Iteration 22Q: 3 clusters Score -841336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -841335.125000 Penalty: 4399.151855
	Iteration 23Q: 3 clusters Score -841335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -841335.125000 Penalty: 4399.151855
	Iteration 24F: 3 clusters Score -841335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 21033 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 23640 members 
Mstep: Class 5 contains 170065 members 
Mstep: Class 6 contains 108812 members 
Mstep: Class 7 contains 31767 members 
Mstep: Class 8 contains 173416 members 
Mstep: Class 9 contains 5950 members 
Mstep: Class 10 contains 21903 members 
Mstep: Class 11 contains 47970 members 
Mstep: Class 12 contains 76840 members 
Mstep: Class 13 contains 49526 members 
Mstep: Class 14 contains 294350 members 
Mstep: Class 15 contains 93417 members 
Mstep: Class 16 contains 10313 members 
Mstep: Class 17 contains 55435 members 
Mstep: Class 18 contains 3359 members 
Mstep: Class 19 contains 21567 members 
Mstep: Class 20 contains 25806 members 
Mstep: Class 21 contains 3693 members 
Entering Unmasked Estep 
Score: -157604848.000000 Penalty: 73177.875000
Splitting cluster 3 changes total score from -157601344.000000 to -157604848.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (23640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Entering Unmasked Estep 
Score: -2931821.500000 Penalty: 2497.532471
	Iteration 0F: 2 clusters Score -2931822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2915632.500000 Penalty: 4995.064941
	Iteration 0F: 3 clusters Score -2915632 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2921660.250000 Penalty: 4995.064941
	Iteration 1F: 3 clusters Score -2921660 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2923020.500000 Penalty: 4995.064941
	Iteration 2F: 3 clusters Score -2923020 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2924955.750000 Penalty: 4995.064941
	Iteration 3F: 3 clusters Score -2924956 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2927047.250000 Penalty: 4995.064941
	Iteration 4F: 3 clusters Score -2927047 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2928585.250000 Penalty: 4995.064941
	Iteration 5F: 3 clusters Score -2928585 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2929405.000000 Penalty: 4995.064941
	Iteration 6F: 3 clusters Score -2929405 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2929779.000000 Penalty: 4995.064941
	Iteration 7Q: 3 clusters Score -2929779 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2929953.750000 Penalty: 4995.064941
	Iteration 8Q: 3 clusters Score -2929954 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2930011.500000 Penalty: 4995.064941
	Iteration 9Q: 3 clusters Score -2930012 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2930055.500000 Penalty: 4995.064941
	Iteration 10Q: 3 clusters Score -2930056 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2930094.750000 Penalty: 4995.064941
	Iteration 11Q: 3 clusters Score -2930095 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2930111.000000 Penalty: 4995.064941
	Iteration 12Q: 3 clusters Score -2930111 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2930134.000000 Penalty: 4995.064941
	Iteration 13Q: 3 clusters Score -2930134 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2930143.000000 Penalty: 4995.064941
	Iteration 14Q: 3 clusters Score -2930143 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2930166.250000 Penalty: 4995.064941
	Iteration 15Q: 3 clusters Score -2930166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2930179.250000 Penalty: 4995.064941
	Iteration 16Q: 3 clusters Score -2930179 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2930186.750000 Penalty: 4995.064941
	Iteration 17Q: 3 clusters Score -2930187 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2930200.250000 Penalty: 4995.064941
	Iteration 18Q: 3 clusters Score -2930200 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2930217.500000 Penalty: 4995.064941
	Iteration 19Q: 3 clusters Score -2930218 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2930241.000000 Penalty: 4995.064941
	Iteration 20F: 3 clusters Score -2930241 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2930270.000000 Penalty: 4995.064941
	Iteration 21Q: 3 clusters Score -2930270 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2930279.750000 Penalty: 4995.064941
	Iteration 22Q: 3 clusters Score -2930280 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2930298.000000 Penalty: 4995.064941
	Iteration 23Q: 3 clusters Score -2930298 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2930307.500000 Penalty: 4995.064941
	Iteration 24Q: 3 clusters Score -2930308 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2930331.250000 Penalty: 4995.064941
	Iteration 25Q: 3 clusters Score -2930331 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2930341.750000 Penalty: 4995.064941
	Iteration 26Q: 3 clusters Score -2930342 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2930358.000000 Penalty: 4995.064941
	Iteration 27Q: 3 clusters Score -2930358 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2930356.500000 Penalty: 4995.064941
	Iteration 28Q: 3 clusters Score -2930356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2930375.500000 Penalty: 4995.064941
	Iteration 29Q: 3 clusters Score -2930376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2930375.500000 Penalty: 4995.064941
	Iteration 30Q: 3 clusters Score -2930376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2930385.250000 Penalty: 4995.064941
	Iteration 31Q: 3 clusters Score -2930385 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2930387.750000 Penalty: 4995.064941
	Iteration 32Q: 3 clusters Score -2930388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2930401.500000 Penalty: 4995.064941
	Iteration 33Q: 3 clusters Score -2930402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2930407.500000 Penalty: 4995.064941
	Iteration 34Q: 3 clusters Score -2930408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2930415.250000 Penalty: 4995.064941
	Iteration 35Q: 3 clusters Score -2930415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2930417.500000 Penalty: 4995.064941
	Iteration 36Q: 3 clusters Score -2930418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2930424.000000 Penalty: 4995.064941
	Iteration 37Q: 3 clusters Score -2930424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2930429.250000 Penalty: 4995.064941
	Iteration 38Q: 3 clusters Score -2930429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2930427.250000 Penalty: 4995.064941
	Iteration 39Q: 3 clusters Score -2930427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2930433.000000 Penalty: 4995.064941
	Iteration 40F: 3 clusters Score -2930433 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2930441.000000 Penalty: 4995.064941
	Iteration 41Q: 3 clusters Score -2930441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2930448.750000 Penalty: 4995.064941
	Iteration 42Q: 3 clusters Score -2930449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2930464.500000 Penalty: 4995.064941
	Iteration 43Q: 3 clusters Score -2930464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2930466.000000 Penalty: 4995.064941
	Iteration 44Q: 3 clusters Score -2930466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2930474.500000 Penalty: 4995.064941
	Iteration 45Q: 3 clusters Score -2930474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2930475.000000 Penalty: 4995.064941
	Iteration 46Q: 3 clusters Score -2930475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2930479.750000 Penalty: 4995.064941
	Iteration 47Q: 3 clusters Score -2930480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2930484.750000 Penalty: 4995.064941
	Iteration 48Q: 3 clusters Score -2930485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2930493.000000 Penalty: 4995.064941
	Iteration 49Q: 3 clusters Score -2930493 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2930506.250000 Penalty: 4995.064941
	Iteration 50Q: 3 clusters Score -2930506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2930511.500000 Penalty: 4995.064941
	Iteration 51Q: 3 clusters Score -2930512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2930513.500000 Penalty: 4995.064941
	Iteration 52Q: 3 clusters Score -2930514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2930512.750000 Penalty: 4995.064941
	Iteration 53Q: 3 clusters Score -2930513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2930527.250000 Penalty: 4995.064941
	Iteration 54Q: 3 clusters Score -2930527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2930533.500000 Penalty: 4995.064941
	Iteration 55Q: 3 clusters Score -2930534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2930533.250000 Penalty: 4995.064941
	Iteration 56Q: 3 clusters Score -2930533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2930539.000000 Penalty: 4995.064941
	Iteration 57Q: 3 clusters Score -2930539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2930546.000000 Penalty: 4995.064941
	Iteration 58Q: 3 clusters Score -2930546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2930537.750000 Penalty: 4995.064941
	Iteration 59Q: 3 clusters Score -2930538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2930553.000000 Penalty: 4995.064941
	Iteration 60F: 3 clusters Score -2930553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2930558.000000 Penalty: 4995.064941
	Iteration 61Q: 3 clusters Score -2930558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2930560.500000 Penalty: 4995.064941
	Iteration 62Q: 3 clusters Score -2930560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2930556.750000 Penalty: 4995.064941
	Iteration 63Q: 3 clusters Score -2930557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2930558.000000 Penalty: 4995.064941
	Iteration 64Q: 3 clusters Score -2930558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2930566.250000 Penalty: 4995.064941
	Iteration 65Q: 3 clusters Score -2930566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2930568.750000 Penalty: 4995.064941
	Iteration 66Q: 3 clusters Score -2930569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2930570.250000 Penalty: 4995.064941
	Iteration 67Q: 3 clusters Score -2930570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2930573.250000 Penalty: 4995.064941
	Iteration 68Q: 3 clusters Score -2930573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2930585.750000 Penalty: 4995.064941
	Iteration 69Q: 3 clusters Score -2930586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2930597.500000 Penalty: 4995.064941
	Iteration 70Q: 3 clusters Score -2930598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2930596.250000 Penalty: 4995.064941
	Iteration 71Q: 3 clusters Score -2930596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2930597.000000 Penalty: 4995.064941
	Iteration 72Q: 3 clusters Score -2930597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2930595.750000 Penalty: 4995.064941
	Iteration 73Q: 3 clusters Score -2930596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2930604.750000 Penalty: 4995.064941
	Iteration 74Q: 3 clusters Score -2930605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2930603.250000 Penalty: 4995.064941
	Iteration 75Q: 3 clusters Score -2930603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2930611.000000 Penalty: 4995.064941
	Iteration 76Q: 3 clusters Score -2930611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2930614.000000 Penalty: 4995.064941
	Iteration 77Q: 3 clusters Score -2930614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2930616.500000 Penalty: 4995.064941
	Iteration 78Q: 3 clusters Score -2930616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2930613.000000 Penalty: 4995.064941
	Iteration 79Q: 3 clusters Score -2930613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2930609.000000 Penalty: 4995.064941
	Iteration 80F: 3 clusters Score -2930609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2930614.500000 Penalty: 4995.064941
	Iteration 81Q: 3 clusters Score -2930614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2930615.750000 Penalty: 4995.064941
	Iteration 82Q: 3 clusters Score -2930616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2930624.250000 Penalty: 4995.064941
	Iteration 83Q: 3 clusters Score -2930624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2930631.000000 Penalty: 4995.064941
	Iteration 84Q: 3 clusters Score -2930631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2930633.750000 Penalty: 4995.064941
	Iteration 85Q: 3 clusters Score -2930634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2930626.250000 Penalty: 4995.064941
	Iteration 86Q: 3 clusters Score -2930626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2930631.000000 Penalty: 4995.064941
	Iteration 87Q: 3 clusters Score -2930631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2930634.250000 Penalty: 4995.064941
	Iteration 88Q: 3 clusters Score -2930634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2930633.750000 Penalty: 4995.064941
	Iteration 89Q: 3 clusters Score -2930634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2930626.750000 Penalty: 4995.064941
	Iteration 90Q: 3 clusters Score -2930627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2930627.750000 Penalty: 4995.064941
	Iteration 91Q: 3 clusters Score -2930628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2930630.250000 Penalty: 4995.064941
	Iteration 92Q: 3 clusters Score -2930630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2930627.750000 Penalty: 4995.064941
	Iteration 93Q: 3 clusters Score -2930628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2930628.500000 Penalty: 4995.064941
	Iteration 94Q: 3 clusters Score -2930628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2930632.000000 Penalty: 4995.064941
	Iteration 95Q: 3 clusters Score -2930632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2930632.750000 Penalty: 4995.064941
	Iteration 96Q: 3 clusters Score -2930633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2930629.250000 Penalty: 4995.064941
	Iteration 97Q: 3 clusters Score -2930629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2930629.250000 Penalty: 4995.064941
	Iteration 98Q: 3 clusters Score -2930629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2930629.500000 Penalty: 4995.064941
	Iteration 99Q: 3 clusters Score -2930630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2930633.000000 Penalty: 4995.064941
	Iteration 100F: 3 clusters Score -2930633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2930633.750000 Penalty: 4995.064941
	Iteration 101Q: 3 clusters Score -2930634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2930637.000000 Penalty: 4995.064941
	Iteration 102Q: 3 clusters Score -2930637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2930644.500000 Penalty: 4995.064941
	Iteration 103Q: 3 clusters Score -2930644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2930641.250000 Penalty: 4995.064941
	Iteration 104Q: 3 clusters Score -2930641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2930643.250000 Penalty: 4995.064941
	Iteration 105Q: 3 clusters Score -2930643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2930643.000000 Penalty: 4995.064941
	Iteration 106Q: 3 clusters Score -2930643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2930643.750000 Penalty: 4995.064941
	Iteration 107Q: 3 clusters Score -2930644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2930643.750000 Penalty: 4995.064941
	Iteration 108Q: 3 clusters Score -2930644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2930643.750000 Penalty: 4995.064941
	Iteration 109F: 3 clusters Score -2930644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170065 members 
Entering Unmasked Estep 
Score: -21465792.000000 Penalty: 2986.895996
	Iteration 0F: 2 clusters Score -2.146579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -21358904.000000 Penalty: 5973.791992
	Iteration 0F: 3 clusters Score -2.13589e+07 nChanged 81263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87389 members 
Mstep: Class 2 contains 82676 members 
Entering Unmasked Estep 
Score: -21406372.000000 Penalty: 5973.791992
	Iteration 1F: 3 clusters Score -2.140637e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -21407548.000000 Penalty: 5973.791992
	Iteration 2Q: 3 clusters Score -2.140755e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -21409482.000000 Penalty: 5973.791992
	Iteration 3Q: 3 clusters Score -2.140948e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -21412610.000000 Penalty: 5973.791992
	Iteration 4Q: 3 clusters Score -2.141261e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102550 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -21417762.000000 Penalty: 5973.791992
	Iteration 5F: 3 clusters Score -2.141776e+07 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112449 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -21426278.000000 Penalty: 5973.791992
	Iteration 6F: 3 clusters Score -2.142628e+07 nChanged 14852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125595 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -21438514.000000 Penalty: 5973.791992
	Iteration 7F: 3 clusters Score -2.143851e+07 nChanged 14248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138681 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -21450798.000000 Penalty: 5973.791992
	Iteration 8F: 3 clusters Score -2.14508e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148444 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -21459290.000000 Penalty: 5973.791992
	Iteration 9F: 3 clusters Score -2.145929e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154379 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -21463556.000000 Penalty: 5973.791992
	Iteration 10Q: 3 clusters Score -2.146356e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157955 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -21466016.000000 Penalty: 5973.791992
	Iteration 11Q: 3 clusters Score -2.146602e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160071 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -21467284.000000 Penalty: 5973.791992
	Iteration 12Q: 3 clusters Score -2.146728e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161498 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -21467980.000000 Penalty: 5973.791992
	Iteration 13Q: 3 clusters Score -2.146798e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162488 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -21468364.000000 Penalty: 5973.791992
	Iteration 14Q: 3 clusters Score -2.146836e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163169 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -21468564.000000 Penalty: 5973.791992
	Iteration 15Q: 3 clusters Score -2.146856e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163693 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -21468762.000000 Penalty: 5973.791992
	Iteration 16Q: 3 clusters Score -2.146876e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -21469014.000000 Penalty: 5973.791992
	Iteration 17Q: 3 clusters Score -2.146901e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164410 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -21469044.000000 Penalty: 5973.791992
	Iteration 18Q: 3 clusters Score -2.146904e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164637 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -21469116.000000 Penalty: 5973.791992
	Iteration 19Q: 3 clusters Score -2.146912e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164795 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -21469078.000000 Penalty: 5973.791992
	Iteration 20F: 3 clusters Score -2.146908e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164906 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -21469104.000000 Penalty: 5973.791992
	Iteration 21Q: 3 clusters Score -2.14691e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164999 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -21469082.000000 Penalty: 5973.791992
	Iteration 22Q: 3 clusters Score -2.146908e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165062 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -21469114.000000 Penalty: 5973.791992
	Iteration 23Q: 3 clusters Score -2.146911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165095 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -21469100.000000 Penalty: 5973.791992
	Iteration 24Q: 3 clusters Score -2.14691e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165126 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -21469114.000000 Penalty: 5973.791992
	Iteration 25Q: 3 clusters Score -2.146911e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165146 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -21469104.000000 Penalty: 5973.791992
	Iteration 26Q: 3 clusters Score -2.14691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165156 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -21469138.000000 Penalty: 5973.791992
	Iteration 27Q: 3 clusters Score -2.146914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165165 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -21469104.000000 Penalty: 5973.791992
	Iteration 28Q: 3 clusters Score -2.14691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165168 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -21469098.000000 Penalty: 5973.791992
	Iteration 29Q: 3 clusters Score -2.14691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165170 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -21469100.000000 Penalty: 5973.791992
	Iteration 30Q: 3 clusters Score -2.14691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165170 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -21469100.000000 Penalty: 5973.791992
	Iteration 31F: 3 clusters Score -2.14691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 21033 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 23640 members 
Mstep: Class 5 contains 165170 members 
Mstep: Class 6 contains 108812 members 
Mstep: Class 7 contains 31767 members 
Mstep: Class 8 contains 173416 members 
Mstep: Class 9 contains 5950 members 
Mstep: Class 10 contains 21903 members 
Mstep: Class 11 contains 47970 members 
Mstep: Class 12 contains 76840 members 
Mstep: Class 13 contains 49526 members 
Mstep: Class 14 contains 294350 members 
Mstep: Class 15 contains 93417 members 
Mstep: Class 16 contains 10313 members 
Mstep: Class 17 contains 55435 members 
Mstep: Class 18 contains 3359 members 
Mstep: Class 19 contains 21567 members 
Mstep: Class 20 contains 25806 members 
Mstep: Class 21 contains 3693 members 
Mstep: Class 22 contains 4895 members 
Entering Unmasked Estep 
Score: -157607856.000000 Penalty: 76662.531250
Splitting cluster 5 changes total score from -157601344.000000 to -157607856.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (108812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Entering Unmasked Estep 
Score: -13667229.000000 Penalty: 2876.149414
	Iteration 0F: 2 clusters Score -1.366723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -13594207.000000 Penalty: 5752.298828
	Iteration 0F: 3 clusters Score -1.359421e+07 nChanged 51707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -13624113.000000 Penalty: 5752.298828
	Iteration 1F: 3 clusters Score -1.362411e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -13625349.000000 Penalty: 5752.298828
	Iteration 2Q: 3 clusters Score -1.362535e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -13626941.000000 Penalty: 5752.298828
	Iteration 3Q: 3 clusters Score -1.362694e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -13629424.000000 Penalty: 5752.298828
	Iteration 4Q: 3 clusters Score -1.362942e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -13632977.000000 Penalty: 5752.298828
	Iteration 5F: 3 clusters Score -1.363298e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -13638311.000000 Penalty: 5752.298828
	Iteration 6F: 3 clusters Score -1.363831e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -13644997.000000 Penalty: 5752.298828
	Iteration 7F: 3 clusters Score -1.3645e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 91820 members 
Entering Unmasked Estep 
Score: -13652226.000000 Penalty: 5752.298828
	Iteration 8F: 3 clusters Score -1.365223e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 98139 members 
Entering Unmasked Estep 
Score: -13658057.000000 Penalty: 5752.298828
	Iteration 9F: 3 clusters Score -1.365806e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -13661824.000000 Penalty: 5752.298828
	Iteration 10Q: 3 clusters Score -1.366182e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -13663899.000000 Penalty: 5752.298828
	Iteration 11Q: 3 clusters Score -1.36639e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 105587 members 
Entering Unmasked Estep 
Score: -13664863.000000 Penalty: 5752.298828
	Iteration 12Q: 3 clusters Score -1.366486e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 106084 members 
Entering Unmasked Estep 
Score: -13665267.000000 Penalty: 5752.298828
	Iteration 13Q: 3 clusters Score -1.366527e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 106379 members 
Entering Unmasked Estep 
Score: -13665426.000000 Penalty: 5752.298828
	Iteration 14Q: 3 clusters Score -1.366543e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 106554 members 
Entering Unmasked Estep 
Score: -13665502.000000 Penalty: 5752.298828
	Iteration 15Q: 3 clusters Score -1.36655e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 106667 members 
Entering Unmasked Estep 
Score: -13665566.000000 Penalty: 5752.298828
	Iteration 16Q: 3 clusters Score -1.366557e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -13665592.000000 Penalty: 5752.298828
	Iteration 17Q: 3 clusters Score -1.366559e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 106834 members 
Entering Unmasked Estep 
Score: -13665611.000000 Penalty: 5752.298828
	Iteration 18Q: 3 clusters Score -1.366561e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -13665619.000000 Penalty: 5752.298828
	Iteration 19Q: 3 clusters Score -1.366562e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 106919 members 
Entering Unmasked Estep 
Score: -13665624.000000 Penalty: 5752.298828
	Iteration 20F: 3 clusters Score -1.366562e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 106951 members 
Entering Unmasked Estep 
Score: -13665642.000000 Penalty: 5752.298828
	Iteration 21Q: 3 clusters Score -1.366564e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 106971 members 
Entering Unmasked Estep 
Score: -13665638.000000 Penalty: 5752.298828
	Iteration 22Q: 3 clusters Score -1.366564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 106985 members 
Entering Unmasked Estep 
Score: -13665635.000000 Penalty: 5752.298828
	Iteration 23Q: 3 clusters Score -1.366564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 106992 members 
Entering Unmasked Estep 
Score: -13665640.000000 Penalty: 5752.298828
	Iteration 24Q: 3 clusters Score -1.366564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 107002 members 
Entering Unmasked Estep 
Score: -13665642.000000 Penalty: 5752.298828
	Iteration 25Q: 3 clusters Score -1.366564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 107014 members 
Entering Unmasked Estep 
Score: -13665652.000000 Penalty: 5752.298828
	Iteration 26Q: 3 clusters Score -1.366565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 107016 members 
Entering Unmasked Estep 
Score: -13665658.000000 Penalty: 5752.298828
	Iteration 27Q: 3 clusters Score -1.366566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 107026 members 
Entering Unmasked Estep 
Score: -13665647.000000 Penalty: 5752.298828
	Iteration 28Q: 3 clusters Score -1.366565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 107040 members 
Entering Unmasked Estep 
Score: -13665653.000000 Penalty: 5752.298828
	Iteration 29Q: 3 clusters Score -1.366565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 107049 members 
Entering Unmasked Estep 
Score: -13665660.000000 Penalty: 5752.298828
	Iteration 30Q: 3 clusters Score -1.366566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 107056 members 
Entering Unmasked Estep 
Score: -13665663.000000 Penalty: 5752.298828
	Iteration 31Q: 3 clusters Score -1.366566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 107058 members 
Entering Unmasked Estep 
Score: -13665666.000000 Penalty: 5752.298828
	Iteration 32Q: 3 clusters Score -1.366567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 107060 members 
Entering Unmasked Estep 
Score: -13665663.000000 Penalty: 5752.298828
	Iteration 33Q: 3 clusters Score -1.366566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 107060 members 
Entering Unmasked Estep 
Score: -13665663.000000 Penalty: 5752.298828
	Iteration 34F: 3 clusters Score -1.366566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Entering Unmasked Estep 
Score: -3990490.000000 Penalty: 2570.813477
	Iteration 0F: 2 clusters Score -3990490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3968860.500000 Penalty: 5141.626953
	Iteration 0F: 3 clusters Score -3968860 nChanged 14388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3977024.000000 Penalty: 5141.626953
	Iteration 1F: 3 clusters Score -3977024 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3978176.250000 Penalty: 5141.626953
	Iteration 2F: 3 clusters Score -3978176 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3979745.250000 Penalty: 5141.626953
	Iteration 3F: 3 clusters Score -3979745 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3981592.500000 Penalty: 5141.626953
	Iteration 4F: 3 clusters Score -3981592 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3983397.250000 Penalty: 5141.626953
	Iteration 5F: 3 clusters Score -3983397 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3984778.750000 Penalty: 5141.626953
	Iteration 6F: 3 clusters Score -3984779 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -3985853.500000 Penalty: 5141.626953
	Iteration 7Q: 3 clusters Score -3985854 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3986612.000000 Penalty: 5141.626953
	Iteration 8Q: 3 clusters Score -3986612 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3987118.250000 Penalty: 5141.626953
	Iteration 9Q: 3 clusters Score -3987118 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3987478.000000 Penalty: 5141.626953
	Iteration 10Q: 3 clusters Score -3987478 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3987778.250000 Penalty: 5141.626953
	Iteration 11Q: 3 clusters Score -3987778 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3988022.250000 Penalty: 5141.626953
	Iteration 12Q: 3 clusters Score -3988022 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3988225.500000 Penalty: 5141.626953
	Iteration 13Q: 3 clusters Score -3988226 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3988405.500000 Penalty: 5141.626953
	Iteration 14Q: 3 clusters Score -3988406 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3988494.250000 Penalty: 5141.626953
	Iteration 15Q: 3 clusters Score -3988494 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3988566.000000 Penalty: 5141.626953
	Iteration 16Q: 3 clusters Score -3988566 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3988624.250000 Penalty: 5141.626953
	Iteration 17Q: 3 clusters Score -3988624 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3988684.500000 Penalty: 5141.626953
	Iteration 18Q: 3 clusters Score -3988684 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3988739.250000 Penalty: 5141.626953
	Iteration 19Q: 3 clusters Score -3988739 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3988817.500000 Penalty: 5141.626953
	Iteration 20F: 3 clusters Score -3988818 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3988877.250000 Penalty: 5141.626953
	Iteration 21Q: 3 clusters Score -3988877 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3988941.750000 Penalty: 5141.626953
	Iteration 22Q: 3 clusters Score -3988942 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3989022.750000 Penalty: 5141.626953
	Iteration 23Q: 3 clusters Score -3989023 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3989086.250000 Penalty: 5141.626953
	Iteration 24Q: 3 clusters Score -3989086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3989133.250000 Penalty: 5141.626953
	Iteration 25Q: 3 clusters Score -3989133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3989215.750000 Penalty: 5141.626953
	Iteration 26Q: 3 clusters Score -3989216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3989312.000000 Penalty: 5141.626953
	Iteration 27Q: 3 clusters Score -3989312 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3989401.250000 Penalty: 5141.626953
	Iteration 28Q: 3 clusters Score -3989401 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3989496.250000 Penalty: 5141.626953
	Iteration 29Q: 3 clusters Score -3989496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3989592.500000 Penalty: 5141.626953
	Iteration 30Q: 3 clusters Score -3989592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3989669.500000 Penalty: 5141.626953
	Iteration 31Q: 3 clusters Score -3989670 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3989728.250000 Penalty: 5141.626953
	Iteration 32Q: 3 clusters Score -3989728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3989761.000000 Penalty: 5141.626953
	Iteration 33Q: 3 clusters Score -3989761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3989792.500000 Penalty: 5141.626953
	Iteration 34Q: 3 clusters Score -3989792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3989803.250000 Penalty: 5141.626953
	Iteration 35Q: 3 clusters Score -3989803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3989816.000000 Penalty: 5141.626953
	Iteration 36Q: 3 clusters Score -3989816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3989826.250000 Penalty: 5141.626953
	Iteration 37Q: 3 clusters Score -3989826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3989833.750000 Penalty: 5141.626953
	Iteration 38Q: 3 clusters Score -3989834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3989838.250000 Penalty: 5141.626953
	Iteration 39Q: 3 clusters Score -3989838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3989844.000000 Penalty: 5141.626953
	Iteration 40F: 3 clusters Score -3989844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3989846.250000 Penalty: 5141.626953
	Iteration 41Q: 3 clusters Score -3989846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3989844.500000 Penalty: 5141.626953
	Iteration 42Q: 3 clusters Score -3989844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3989853.000000 Penalty: 5141.626953
	Iteration 43Q: 3 clusters Score -3989853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3989849.250000 Penalty: 5141.626953
	Iteration 44Q: 3 clusters Score -3989849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3989848.000000 Penalty: 5141.626953
	Iteration 45Q: 3 clusters Score -3989848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3989847.250000 Penalty: 5141.626953
	Iteration 46Q: 3 clusters Score -3989847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3989845.250000 Penalty: 5141.626953
	Iteration 47Q: 3 clusters Score -3989845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3989846.750000 Penalty: 5141.626953
	Iteration 48Q: 3 clusters Score -3989847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3989846.750000 Penalty: 5141.626953
	Iteration 49F: 3 clusters Score -3989847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (173416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173416 members 
Entering Unmasked Estep 
Score: -22409970.000000 Penalty: 2991.735352
	Iteration 0F: 2 clusters Score -2.240997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -22301678.000000 Penalty: 5983.470703
	Iteration 0F: 3 clusters Score -2.230168e+07 nChanged 83357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 88414 members 
Entering Unmasked Estep 
Score: -22350230.000000 Penalty: 5983.470703
	Iteration 1F: 3 clusters Score -2.235023e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83661 members 
Mstep: Class 2 contains 89755 members 
Entering Unmasked Estep 
Score: -22352146.000000 Penalty: 5983.470703
	Iteration 2Q: 3 clusters Score -2.235215e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 91891 members 
Entering Unmasked Estep 
Score: -22354770.000000 Penalty: 5983.470703
	Iteration 3Q: 3 clusters Score -2.235477e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -22358436.000000 Penalty: 5983.470703
	Iteration 4Q: 3 clusters Score -2.235844e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72585 members 
Mstep: Class 2 contains 100831 members 
Entering Unmasked Estep 
Score: -22364464.000000 Penalty: 5983.470703
	Iteration 5F: 3 clusters Score -2.236446e+07 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 108401 members 
Entering Unmasked Estep 
Score: -22373028.000000 Penalty: 5983.470703
	Iteration 6F: 3 clusters Score -2.237303e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 117185 members 
Entering Unmasked Estep 
Score: -22383802.000000 Penalty: 5983.470703
	Iteration 7F: 3 clusters Score -2.23838e+07 nChanged 11761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 125424 members 
Entering Unmasked Estep 
Score: -22393604.000000 Penalty: 5983.470703
	Iteration 8F: 3 clusters Score -2.23936e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 131691 members 
Entering Unmasked Estep 
Score: -22400142.000000 Penalty: 5983.470703
	Iteration 9F: 3 clusters Score -2.240014e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 136504 members 
Entering Unmasked Estep 
Score: -22403438.000000 Penalty: 5983.470703
	Iteration 10Q: 3 clusters Score -2.240344e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 140875 members 
Entering Unmasked Estep 
Score: -22405448.000000 Penalty: 5983.470703
	Iteration 11Q: 3 clusters Score -2.240545e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 144882 members 
Entering Unmasked Estep 
Score: -22407216.000000 Penalty: 5983.470703
	Iteration 12Q: 3 clusters Score -2.240722e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 148481 members 
Entering Unmasked Estep 
Score: -22408196.000000 Penalty: 5983.470703
	Iteration 13Q: 3 clusters Score -2.24082e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 151810 members 
Entering Unmasked Estep 
Score: -22409000.000000 Penalty: 5983.470703
	Iteration 14Q: 3 clusters Score -2.2409e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 154857 members 
Entering Unmasked Estep 
Score: -22409330.000000 Penalty: 5983.470703
	Iteration 15Q: 3 clusters Score -2.240933e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 157574 members 
Entering Unmasked Estep 
Score: -22409420.000000 Penalty: 5983.470703
	Iteration 16Q: 3 clusters Score -2.240942e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 159971 members 
Entering Unmasked Estep 
Score: -22409712.000000 Penalty: 5983.470703
	Iteration 17Q: 3 clusters Score -2.240971e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 162028 members 
Entering Unmasked Estep 
Score: -22409890.000000 Penalty: 5983.470703
	Iteration 18Q: 3 clusters Score -2.240989e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 163819 members 
Entering Unmasked Estep 
Score: -22409832.000000 Penalty: 5983.470703
	Iteration 19Q: 3 clusters Score -2.240983e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 165328 members 
Entering Unmasked Estep 
Score: -22409836.000000 Penalty: 5983.470703
	Iteration 20F: 3 clusters Score -2.240984e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 166655 members 
Entering Unmasked Estep 
Score: -22409874.000000 Penalty: 5983.470703
	Iteration 21Q: 3 clusters Score -2.240987e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 167710 members 
Entering Unmasked Estep 
Score: -22409664.000000 Penalty: 5983.470703
	Iteration 22Q: 3 clusters Score -2.240966e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 168522 members 
Entering Unmasked Estep 
Score: -22409610.000000 Penalty: 5983.470703
	Iteration 23Q: 3 clusters Score -2.240961e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 169163 members 
Entering Unmasked Estep 
Score: -22409506.000000 Penalty: 5983.470703
	Iteration 24Q: 3 clusters Score -2.240951e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 169665 members 
Entering Unmasked Estep 
Score: -22409326.000000 Penalty: 5983.470703
	Iteration 25Q: 3 clusters Score -2.240933e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 170075 members 
Entering Unmasked Estep 
Score: -22409238.000000 Penalty: 5983.470703
	Iteration 26Q: 3 clusters Score -2.240924e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 170390 members 
Entering Unmasked Estep 
Score: -22409094.000000 Penalty: 5983.470703
	Iteration 27Q: 3 clusters Score -2.240909e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 170640 members 
Entering Unmasked Estep 
Score: -22409006.000000 Penalty: 5983.470703
	Iteration 28Q: 3 clusters Score -2.240901e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 170824 members 
Entering Unmasked Estep 
Score: -22408956.000000 Penalty: 5983.470703
	Iteration 29Q: 3 clusters Score -2.240896e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 170957 members 
Entering Unmasked Estep 
Score: -22408906.000000 Penalty: 5983.470703
	Iteration 30Q: 3 clusters Score -2.240891e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 171065 members 
Entering Unmasked Estep 
Score: -22408820.000000 Penalty: 5983.470703
	Iteration 31Q: 3 clusters Score -2.240882e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 171169 members 
Entering Unmasked Estep 
Score: -22408780.000000 Penalty: 5983.470703
	Iteration 32Q: 3 clusters Score -2.240878e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 171249 members 
Entering Unmasked Estep 
Score: -22408782.000000 Penalty: 5983.470703
	Iteration 33Q: 3 clusters Score -2.240878e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -22408742.000000 Penalty: 5983.470703
	Iteration 34Q: 3 clusters Score -2.240874e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 171378 members 
Entering Unmasked Estep 
Score: -22408694.000000 Penalty: 5983.470703
	Iteration 35Q: 3 clusters Score -2.240869e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 171431 members 
Entering Unmasked Estep 
Score: -22408696.000000 Penalty: 5983.470703
	Iteration 36Q: 3 clusters Score -2.24087e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 171479 members 
Entering Unmasked Estep 
Score: -22408658.000000 Penalty: 5983.470703
	Iteration 37Q: 3 clusters Score -2.240866e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 171519 members 
Entering Unmasked Estep 
Score: -22408610.000000 Penalty: 5983.470703
	Iteration 38Q: 3 clusters Score -2.240861e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 171560 members 
Entering Unmasked Estep 
Score: -22408556.000000 Penalty: 5983.470703
	Iteration 39Q: 3 clusters Score -2.240856e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 171595 members 
Entering Unmasked Estep 
Score: -22408556.000000 Penalty: 5983.470703
	Iteration 40F: 3 clusters Score -2.240856e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 171629 members 
Entering Unmasked Estep 
Score: -22408540.000000 Penalty: 5983.470703
	Iteration 41Q: 3 clusters Score -2.240854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 171662 members 
Entering Unmasked Estep 
Score: -22408538.000000 Penalty: 5983.470703
	Iteration 42Q: 3 clusters Score -2.240854e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 171694 members 
Entering Unmasked Estep 
Score: -22408528.000000 Penalty: 5983.470703
	Iteration 43Q: 3 clusters Score -2.240853e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 171718 members 
Entering Unmasked Estep 
Score: -22408532.000000 Penalty: 5983.470703
	Iteration 44Q: 3 clusters Score -2.240853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 171737 members 
Entering Unmasked Estep 
Score: -22408526.000000 Penalty: 5983.470703
	Iteration 45Q: 3 clusters Score -2.240853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 171751 members 
Entering Unmasked Estep 
Score: -22408530.000000 Penalty: 5983.470703
	Iteration 46Q: 3 clusters Score -2.240853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 171763 members 
Entering Unmasked Estep 
Score: -22408520.000000 Penalty: 5983.470703
	Iteration 47Q: 3 clusters Score -2.240852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 171769 members 
Entering Unmasked Estep 
Score: -22408522.000000 Penalty: 5983.470703
	Iteration 48Q: 3 clusters Score -2.240852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 171774 members 
Entering Unmasked Estep 
Score: -22408520.000000 Penalty: 5983.470703
	Iteration 49Q: 3 clusters Score -2.240852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 171779 members 
Entering Unmasked Estep 
Score: -22408530.000000 Penalty: 5983.470703
	Iteration 50Q: 3 clusters Score -2.240853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 171786 members 
Entering Unmasked Estep 
Score: -22408534.000000 Penalty: 5983.470703
	Iteration 51Q: 3 clusters Score -2.240853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 171788 members 
Entering Unmasked Estep 
Score: -22408530.000000 Penalty: 5983.470703
	Iteration 52Q: 3 clusters Score -2.240853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 171790 members 
Entering Unmasked Estep 
Score: -22408526.000000 Penalty: 5983.470703
	Iteration 53Q: 3 clusters Score -2.240853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 171790 members 
Entering Unmasked Estep 
Score: -22408526.000000 Penalty: 5983.470703
	Iteration 54F: 3 clusters Score -2.240853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Entering Unmasked Estep 
Score: -719857.750000 Penalty: 2155.404297
	Iteration 0F: 2 clusters Score -719857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -714723.187500 Penalty: 4310.808594
	Iteration 0F: 3 clusters Score -714723.2 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -716126.062500 Penalty: 4310.808594
	Iteration 1F: 3 clusters Score -716126.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -716490.625000 Penalty: 4310.808594
	Iteration 2F: 3 clusters Score -716490.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -716762.125000 Penalty: 4310.808594
	Iteration 3F: 3 clusters Score -716762.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -716972.250000 Penalty: 4310.808594
	Iteration 4F: 3 clusters Score -716972.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -717099.687500 Penalty: 4310.808594
	Iteration 5Q: 3 clusters Score -717099.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -717215.312500 Penalty: 4310.808594
	Iteration 6Q: 3 clusters Score -717215.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -717304.250000 Penalty: 4310.808594
	Iteration 7Q: 3 clusters Score -717304.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -717387.937500 Penalty: 4310.808594
	Iteration 8Q: 3 clusters Score -717387.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -717460.750000 Penalty: 4310.808594
	Iteration 9Q: 3 clusters Score -717460.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -717530.500000 Penalty: 4310.808594
	Iteration 10Q: 3 clusters Score -717530.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -717592.687500 Penalty: 4310.808594
	Iteration 11Q: 3 clusters Score -717592.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -717647.875000 Penalty: 4310.808594
	Iteration 12Q: 3 clusters Score -717647.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -717687.937500 Penalty: 4310.808594
	Iteration 13Q: 3 clusters Score -717687.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -717726.500000 Penalty: 4310.808594
	Iteration 14Q: 3 clusters Score -717726.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -717752.750000 Penalty: 4310.808594
	Iteration 15Q: 3 clusters Score -717752.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -717767.875000 Penalty: 4310.808594
	Iteration 16Q: 3 clusters Score -717767.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -717781.875000 Penalty: 4310.808594
	Iteration 17Q: 3 clusters Score -717781.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -717793.000000 Penalty: 4310.808594
	Iteration 18Q: 3 clusters Score -717793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -717807.312500 Penalty: 4310.808594
	Iteration 19Q: 3 clusters Score -717807.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -717820.937500 Penalty: 4310.808594
	Iteration 20F: 3 clusters Score -717820.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -717841.500000 Penalty: 4310.808594
	Iteration 21Q: 3 clusters Score -717841.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -717856.312500 Penalty: 4310.808594
	Iteration 22Q: 3 clusters Score -717856.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -717876.250000 Penalty: 4310.808594
	Iteration 23Q: 3 clusters Score -717876.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -717887.875000 Penalty: 4310.808594
	Iteration 24Q: 3 clusters Score -717887.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -717901.062500 Penalty: 4310.808594
	Iteration 25Q: 3 clusters Score -717901.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -717905.625000 Penalty: 4310.808594
	Iteration 26Q: 3 clusters Score -717905.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -717909.000000 Penalty: 4310.808594
	Iteration 27Q: 3 clusters Score -717909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -717909.500000 Penalty: 4310.808594
	Iteration 28Q: 3 clusters Score -717909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -717911.250000 Penalty: 4310.808594
	Iteration 29Q: 3 clusters Score -717911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -717914.437500 Penalty: 4310.808594
	Iteration 30Q: 3 clusters Score -717914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -717914.625000 Penalty: 4310.808594
	Iteration 31Q: 3 clusters Score -717914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -717914.687500 Penalty: 4310.808594
	Iteration 32Q: 3 clusters Score -717914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -717918.437500 Penalty: 4310.808594
	Iteration 33Q: 3 clusters Score -717918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -717916.500000 Penalty: 4310.808594
	Iteration 34Q: 3 clusters Score -717916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -717916.687500 Penalty: 4310.808594
	Iteration 35Q: 3 clusters Score -717916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -717916.687500 Penalty: 4310.808594
	Iteration 36F: 3 clusters Score -717916.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Entering Unmasked Estep 
Score: -2572126.750000 Penalty: 2478.605957
	Iteration 0F: 2 clusters Score -2572127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2556811.250000 Penalty: 4957.211914
	Iteration 0F: 3 clusters Score -2556811 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2564238.250000 Penalty: 4957.211914
	Iteration 1F: 3 clusters Score -2564238 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2567115.250000 Penalty: 4957.211914
	Iteration 2F: 3 clusters Score -2567115 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2569708.250000 Penalty: 4957.211914
	Iteration 3F: 3 clusters Score -2569708 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2571480.000000 Penalty: 4957.211914
	Iteration 4F: 3 clusters Score -2571480 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2572457.750000 Penalty: 4957.211914
	Iteration 5F: 3 clusters Score -2572458 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2572969.250000 Penalty: 4957.211914
	Iteration 6Q: 3 clusters Score -2572969 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2573247.000000 Penalty: 4957.211914
	Iteration 7Q: 3 clusters Score -2573247 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2573411.750000 Penalty: 4957.211914
	Iteration 8Q: 3 clusters Score -2573412 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2573537.000000 Penalty: 4957.211914
	Iteration 9Q: 3 clusters Score -2573537 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2573622.250000 Penalty: 4957.211914
	Iteration 10Q: 3 clusters Score -2573622 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2573698.000000 Penalty: 4957.211914
	Iteration 11Q: 3 clusters Score -2573698 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2573768.250000 Penalty: 4957.211914
	Iteration 12Q: 3 clusters Score -2573768 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2573813.500000 Penalty: 4957.211914
	Iteration 13Q: 3 clusters Score -2573814 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2573870.250000 Penalty: 4957.211914
	Iteration 14Q: 3 clusters Score -2573870 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2573919.500000 Penalty: 4957.211914
	Iteration 15Q: 3 clusters Score -2573920 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2573958.750000 Penalty: 4957.211914
	Iteration 16Q: 3 clusters Score -2573959 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2573970.750000 Penalty: 4957.211914
	Iteration 17Q: 3 clusters Score -2573971 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2573994.000000 Penalty: 4957.211914
	Iteration 18Q: 3 clusters Score -2573994 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2574003.000000 Penalty: 4957.211914
	Iteration 19Q: 3 clusters Score -2574003 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2574011.750000 Penalty: 4957.211914
	Iteration 20F: 3 clusters Score -2574012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2574019.500000 Penalty: 4957.211914
	Iteration 21Q: 3 clusters Score -2574020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2574033.000000 Penalty: 4957.211914
	Iteration 22Q: 3 clusters Score -2574033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2574044.500000 Penalty: 4957.211914
	Iteration 23Q: 3 clusters Score -2574044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2574046.750000 Penalty: 4957.211914
	Iteration 24Q: 3 clusters Score -2574047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2574049.750000 Penalty: 4957.211914
	Iteration 25Q: 3 clusters Score -2574050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2574061.500000 Penalty: 4957.211914
	Iteration 26Q: 3 clusters Score -2574062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2574062.000000 Penalty: 4957.211914
	Iteration 27Q: 3 clusters Score -2574062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2574059.250000 Penalty: 4957.211914
	Iteration 28Q: 3 clusters Score -2574059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2574058.750000 Penalty: 4957.211914
	Iteration 29Q: 3 clusters Score -2574059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2574061.750000 Penalty: 4957.211914
	Iteration 30Q: 3 clusters Score -2574062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2574061.250000 Penalty: 4957.211914
	Iteration 31Q: 3 clusters Score -2574061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2574063.500000 Penalty: 4957.211914
	Iteration 32Q: 3 clusters Score -2574064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2574073.750000 Penalty: 4957.211914
	Iteration 33Q: 3 clusters Score -2574074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2574070.500000 Penalty: 4957.211914
	Iteration 34Q: 3 clusters Score -2574070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2574076.250000 Penalty: 4957.211914
	Iteration 35Q: 3 clusters Score -2574076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2574081.250000 Penalty: 4957.211914
	Iteration 36Q: 3 clusters Score -2574081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2574081.250000 Penalty: 4957.211914
	Iteration 37Q: 3 clusters Score -2574081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2574079.250000 Penalty: 4957.211914
	Iteration 38Q: 3 clusters Score -2574079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2574083.750000 Penalty: 4957.211914
	Iteration 39Q: 3 clusters Score -2574084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2574086.750000 Penalty: 4957.211914
	Iteration 40F: 3 clusters Score -2574087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2574087.250000 Penalty: 4957.211914
	Iteration 41Q: 3 clusters Score -2574087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2574087.500000 Penalty: 4957.211914
	Iteration 42Q: 3 clusters Score -2574088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2574087.500000 Penalty: 4957.211914
	Iteration 43F: 3 clusters Score -2574088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 21033 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 23640 members 
Mstep: Class 5 contains 165170 members 
Mstep: Class 6 contains 108812 members 
Mstep: Class 7 contains 31767 members 
Mstep: Class 8 contains 173416 members 
Mstep: Class 9 contains 5950 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 47970 members 
Mstep: Class 12 contains 76840 members 
Mstep: Class 13 contains 49526 members 
Mstep: Class 14 contains 294350 members 
Mstep: Class 15 contains 93417 members 
Mstep: Class 16 contains 10313 members 
Mstep: Class 17 contains 55435 members 
Mstep: Class 18 contains 3359 members 
Mstep: Class 19 contains 21567 members 
Mstep: Class 20 contains 25806 members 
Mstep: Class 21 contains 3693 members 
Mstep: Class 22 contains 4895 members 
Mstep: Class 23 contains 4516 members 
Entering Unmasked Estep 
Score: -157608992.000000 Penalty: 80147.195312
Splitting cluster 10 changes total score from -157601344.000000 to -157608992.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (47970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Entering Unmasked Estep 
Score: -6060218.000000 Penalty: 2673.026123
	Iteration 0F: 2 clusters Score -6060218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -6027963.500000 Penalty: 5346.052246
	Iteration 0F: 3 clusters Score -6027964 nChanged 21913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -6040172.500000 Penalty: 5346.052246
	Iteration 1F: 3 clusters Score -6040172 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -6040759.500000 Penalty: 5346.052246
	Iteration 2Q: 3 clusters Score -6040760 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -6041463.000000 Penalty: 5346.052246
	Iteration 3Q: 3 clusters Score -6041463 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -6042385.000000 Penalty: 5346.052246
	Iteration 4Q: 3 clusters Score -6042385 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -6043639.500000 Penalty: 5346.052246
	Iteration 5Q: 3 clusters Score -6043640 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -6045456.000000 Penalty: 5346.052246
	Iteration 6F: 3 clusters Score -6045456 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -6047322.000000 Penalty: 5346.052246
	Iteration 7F: 3 clusters Score -6047322 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -6049023.500000 Penalty: 5346.052246
	Iteration 8F: 3 clusters Score -6049024 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -6050334.500000 Penalty: 5346.052246
	Iteration 9F: 3 clusters Score -6050334 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -6051227.500000 Penalty: 5346.052246
	Iteration 10Q: 3 clusters Score -6051228 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -6051875.000000 Penalty: 5346.052246
	Iteration 11Q: 3 clusters Score -6051875 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -6052492.500000 Penalty: 5346.052246
	Iteration 12Q: 3 clusters Score -6052492 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -6053060.000000 Penalty: 5346.052246
	Iteration 13Q: 3 clusters Score -6053060 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -6053682.500000 Penalty: 5346.052246
	Iteration 14Q: 3 clusters Score -6053682 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -6054328.000000 Penalty: 5346.052246
	Iteration 15Q: 3 clusters Score -6054328 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -6055215.500000 Penalty: 5346.052246
	Iteration 16Q: 3 clusters Score -6055216 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -6056471.000000 Penalty: 5346.052246
	Iteration 17Q: 3 clusters Score -6056471 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -6058219.000000 Penalty: 5346.052246
	Iteration 18Q: 3 clusters Score -6058219 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -6059129.000000 Penalty: 5346.052246
	Iteration 19Q: 3 clusters Score -6059129 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -6059442.500000 Penalty: 5346.052246
	Iteration 20F: 3 clusters Score -6059442 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -6059647.000000 Penalty: 5346.052246
	Iteration 21Q: 3 clusters Score -6059647 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -6059773.000000 Penalty: 5346.052246
	Iteration 22Q: 3 clusters Score -6059773 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -6059835.000000 Penalty: 5346.052246
	Iteration 23Q: 3 clusters Score -6059835 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -6059911.000000 Penalty: 5346.052246
	Iteration 24Q: 3 clusters Score -6059911 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -6059965.500000 Penalty: 5346.052246
	Iteration 25Q: 3 clusters Score -6059966 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -6059963.000000 Penalty: 5346.052246
	Iteration 26Q: 3 clusters Score -6059963 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -6060010.000000 Penalty: 5346.052246
	Iteration 27Q: 3 clusters Score -6060010 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -6060001.500000 Penalty: 5346.052246
	Iteration 28Q: 3 clusters Score -6060002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -6060029.000000 Penalty: 5346.052246
	Iteration 29Q: 3 clusters Score -6060029 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -6060038.000000 Penalty: 5346.052246
	Iteration 30Q: 3 clusters Score -6060038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -6060045.000000 Penalty: 5346.052246
	Iteration 31Q: 3 clusters Score -6060045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -6060047.000000 Penalty: 5346.052246
	Iteration 32Q: 3 clusters Score -6060047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -6060043.000000 Penalty: 5346.052246
	Iteration 33Q: 3 clusters Score -6060043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -6060046.000000 Penalty: 5346.052246
	Iteration 34Q: 3 clusters Score -6060046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -6060061.500000 Penalty: 5346.052246
	Iteration 35Q: 3 clusters Score -6060062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -6060074.000000 Penalty: 5346.052246
	Iteration 36Q: 3 clusters Score -6060074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -6060074.000000 Penalty: 5346.052246
	Iteration 37Q: 3 clusters Score -6060074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -6060071.000000 Penalty: 5346.052246
	Iteration 38Q: 3 clusters Score -6060071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -6060085.000000 Penalty: 5346.052246
	Iteration 39Q: 3 clusters Score -6060085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -6060080.000000 Penalty: 5346.052246
	Iteration 40F: 3 clusters Score -6060080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -6060081.000000 Penalty: 5346.052246
	Iteration 41Q: 3 clusters Score -6060081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -6060082.000000 Penalty: 5346.052246
	Iteration 42Q: 3 clusters Score -6060082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -6060082.000000 Penalty: 5346.052246
	Iteration 43Q: 3 clusters Score -6060082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -6060088.000000 Penalty: 5346.052246
	Iteration 44Q: 3 clusters Score -6060088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -6060077.500000 Penalty: 5346.052246
	Iteration 45Q: 3 clusters Score -6060078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -6060085.500000 Penalty: 5346.052246
	Iteration 46Q: 3 clusters Score -6060086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -6060080.500000 Penalty: 5346.052246
	Iteration 47Q: 3 clusters Score -6060080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -6060074.500000 Penalty: 5346.052246
	Iteration 48Q: 3 clusters Score -6060074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -6060074.500000 Penalty: 5346.052246
	Iteration 49Q: 3 clusters Score -6060074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -6060072.000000 Penalty: 5346.052246
	Iteration 50Q: 3 clusters Score -6060072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -6060073.500000 Penalty: 5346.052246
	Iteration 51Q: 3 clusters Score -6060074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -6060074.000000 Penalty: 5346.052246
	Iteration 52Q: 3 clusters Score -6060074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -6060075.500000 Penalty: 5346.052246
	Iteration 53Q: 3 clusters Score -6060076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -6060075.500000 Penalty: 5346.052246
	Iteration 54F: 3 clusters Score -6060076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Entering Unmasked Estep 
Score: -9830404.000000 Penalty: 2789.871094
	Iteration 0F: 2 clusters Score -9830404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -9779151.000000 Penalty: 5579.742188
	Iteration 0F: 3 clusters Score -9779151 nChanged 35915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -9799565.000000 Penalty: 5579.742188
	Iteration 1F: 3 clusters Score -9799565 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -9800528.000000 Penalty: 5579.742188
	Iteration 2Q: 3 clusters Score -9800528 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -9801830.000000 Penalty: 5579.742188
	Iteration 3Q: 3 clusters Score -9801830 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -9803486.000000 Penalty: 5579.742188
	Iteration 4Q: 3 clusters Score -9803486 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -9805656.000000 Penalty: 5579.742188
	Iteration 5F: 3 clusters Score -9805656 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -9808448.000000 Penalty: 5579.742188
	Iteration 6F: 3 clusters Score -9808448 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
Score: -9812024.000000 Penalty: 5579.742188
	Iteration 7F: 3 clusters Score -9812024 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -9816053.000000 Penalty: 5579.742188
	Iteration 8F: 3 clusters Score -9816053 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -9819817.000000 Penalty: 5579.742188
	Iteration 9F: 3 clusters Score -9819817 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -9822900.000000 Penalty: 5579.742188
	Iteration 10F: 3 clusters Score -9822900 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -9825226.000000 Penalty: 5579.742188
	Iteration 11Q: 3 clusters Score -9825226 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -9826551.000000 Penalty: 5579.742188
	Iteration 12Q: 3 clusters Score -9826551 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -9827405.000000 Penalty: 5579.742188
	Iteration 13Q: 3 clusters Score -9827405 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 73592 members 
Entering Unmasked Estep 
Score: -9827954.000000 Penalty: 5579.742188
	Iteration 14Q: 3 clusters Score -9827954 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -9828267.000000 Penalty: 5579.742188
	Iteration 15Q: 3 clusters Score -9828267 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -9828434.000000 Penalty: 5579.742188
	Iteration 16Q: 3 clusters Score -9828434 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 74693 members 
Entering Unmasked Estep 
Score: -9828555.000000 Penalty: 5579.742188
	Iteration 17Q: 3 clusters Score -9828555 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -9828674.000000 Penalty: 5579.742188
	Iteration 18Q: 3 clusters Score -9828674 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -9828809.000000 Penalty: 5579.742188
	Iteration 19Q: 3 clusters Score -9828809 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -9828901.000000 Penalty: 5579.742188
	Iteration 20F: 3 clusters Score -9828901 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -9828962.000000 Penalty: 5579.742188
	Iteration 21Q: 3 clusters Score -9828962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -9829020.000000 Penalty: 5579.742188
	Iteration 22Q: 3 clusters Score -9829020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -9829037.000000 Penalty: 5579.742188
	Iteration 23Q: 3 clusters Score -9829037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -9829041.000000 Penalty: 5579.742188
	Iteration 24Q: 3 clusters Score -9829041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -9829049.000000 Penalty: 5579.742188
	Iteration 25Q: 3 clusters Score -9829049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -9829070.000000 Penalty: 5579.742188
	Iteration 26Q: 3 clusters Score -9829070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -9829069.000000 Penalty: 5579.742188
	Iteration 27Q: 3 clusters Score -9829069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 75395 members 
Entering Unmasked Estep 
Score: -9829074.000000 Penalty: 5579.742188
	Iteration 28Q: 3 clusters Score -9829074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -9829075.000000 Penalty: 5579.742188
	Iteration 29Q: 3 clusters Score -9829075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -9829081.000000 Penalty: 5579.742188
	Iteration 30Q: 3 clusters Score -9829081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -9829091.000000 Penalty: 5579.742188
	Iteration 31Q: 3 clusters Score -9829091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -9829085.000000 Penalty: 5579.742188
	Iteration 32Q: 3 clusters Score -9829085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -9829088.000000 Penalty: 5579.742188
	Iteration 33Q: 3 clusters Score -9829088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -9829088.000000 Penalty: 5579.742188
	Iteration 34Q: 3 clusters Score -9829088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 75429 members 
Entering Unmasked Estep 
Score: -9829082.000000 Penalty: 5579.742188
	Iteration 35Q: 3 clusters Score -9829082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -9829085.000000 Penalty: 5579.742188
	Iteration 36Q: 3 clusters Score -9829085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 75434 members 
Entering Unmasked Estep 
Score: -9829091.000000 Penalty: 5579.742188
	Iteration 37Q: 3 clusters Score -9829091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -9829093.000000 Penalty: 5579.742188
	Iteration 38Q: 3 clusters Score -9829093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -9829087.000000 Penalty: 5579.742188
	Iteration 39Q: 3 clusters Score -9829087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 75441 members 
Entering Unmasked Estep 
Score: -9829085.000000 Penalty: 5579.742188
	Iteration 40F: 3 clusters Score -9829085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -9829083.000000 Penalty: 5579.742188
	Iteration 41Q: 3 clusters Score -9829083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -9829078.000000 Penalty: 5579.742188
	Iteration 42Q: 3 clusters Score -9829078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -9829079.000000 Penalty: 5579.742188
	Iteration 43Q: 3 clusters Score -9829079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -9829079.000000 Penalty: 5579.742188
	Iteration 44F: 3 clusters Score -9829079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Entering Unmasked Estep 
Score: -5947454.500000 Penalty: 2680.942871
	Iteration 0F: 2 clusters Score -5947454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -5914038.500000 Penalty: 5361.885742
	Iteration 0F: 3 clusters Score -5914038 nChanged 22882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -5927389.500000 Penalty: 5361.885742
	Iteration 1F: 3 clusters Score -5927390 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -5928412.000000 Penalty: 5361.885742
	Iteration 2F: 3 clusters Score -5928412 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -5929581.500000 Penalty: 5361.885742
	Iteration 3F: 3 clusters Score -5929582 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -5930876.000000 Penalty: 5361.885742
	Iteration 4F: 3 clusters Score -5930876 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -5932190.000000 Penalty: 5361.885742
	Iteration 5F: 3 clusters Score -5932190 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -5933553.500000 Penalty: 5361.885742
	Iteration 6F: 3 clusters Score -5933554 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -5934833.500000 Penalty: 5361.885742
	Iteration 7Q: 3 clusters Score -5934834 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -5936058.000000 Penalty: 5361.885742
	Iteration 8Q: 3 clusters Score -5936058 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -5937361.500000 Penalty: 5361.885742
	Iteration 9Q: 3 clusters Score -5937362 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -5938590.000000 Penalty: 5361.885742
	Iteration 10Q: 3 clusters Score -5938590 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -5939738.500000 Penalty: 5361.885742
	Iteration 11Q: 3 clusters Score -5939738 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -5940566.000000 Penalty: 5361.885742
	Iteration 12Q: 3 clusters Score -5940566 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -5941164.500000 Penalty: 5361.885742
	Iteration 13Q: 3 clusters Score -5941164 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -5941548.500000 Penalty: 5361.885742
	Iteration 14Q: 3 clusters Score -5941548 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -5941837.500000 Penalty: 5361.885742
	Iteration 15Q: 3 clusters Score -5941838 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -5942082.000000 Penalty: 5361.885742
	Iteration 16Q: 3 clusters Score -5942082 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -5942342.000000 Penalty: 5361.885742
	Iteration 17Q: 3 clusters Score -5942342 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -5942478.500000 Penalty: 5361.885742
	Iteration 18Q: 3 clusters Score -5942478 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -5942619.500000 Penalty: 5361.885742
	Iteration 19Q: 3 clusters Score -5942620 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5942758.500000 Penalty: 5361.885742
	Iteration 20F: 3 clusters Score -5942758 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -5942897.500000 Penalty: 5361.885742
	Iteration 21Q: 3 clusters Score -5942898 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -5943076.500000 Penalty: 5361.885742
	Iteration 22Q: 3 clusters Score -5943076 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -5943251.000000 Penalty: 5361.885742
	Iteration 23Q: 3 clusters Score -5943251 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -5943400.000000 Penalty: 5361.885742
	Iteration 24Q: 3 clusters Score -5943400 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -5943532.000000 Penalty: 5361.885742
	Iteration 25Q: 3 clusters Score -5943532 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -5943727.000000 Penalty: 5361.885742
	Iteration 26Q: 3 clusters Score -5943727 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -5943909.500000 Penalty: 5361.885742
	Iteration 27Q: 3 clusters Score -5943910 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -5944086.000000 Penalty: 5361.885742
	Iteration 28Q: 3 clusters Score -5944086 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -5944258.000000 Penalty: 5361.885742
	Iteration 29Q: 3 clusters Score -5944258 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -5944504.500000 Penalty: 5361.885742
	Iteration 30Q: 3 clusters Score -5944504 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -5944686.000000 Penalty: 5361.885742
	Iteration 31Q: 3 clusters Score -5944686 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -5944894.500000 Penalty: 5361.885742
	Iteration 32Q: 3 clusters Score -5944894 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -5945097.500000 Penalty: 5361.885742
	Iteration 33Q: 3 clusters Score -5945098 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -5945262.000000 Penalty: 5361.885742
	Iteration 34Q: 3 clusters Score -5945262 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -5945371.500000 Penalty: 5361.885742
	Iteration 35Q: 3 clusters Score -5945372 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -5945455.000000 Penalty: 5361.885742
	Iteration 36Q: 3 clusters Score -5945455 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -5945506.000000 Penalty: 5361.885742
	Iteration 37Q: 3 clusters Score -5945506 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -5945565.000000 Penalty: 5361.885742
	Iteration 38Q: 3 clusters Score -5945565 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -5945614.500000 Penalty: 5361.885742
	Iteration 39Q: 3 clusters Score -5945614 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -5945625.500000 Penalty: 5361.885742
	Iteration 40F: 3 clusters Score -5945626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -5945663.000000 Penalty: 5361.885742
	Iteration 41Q: 3 clusters Score -5945663 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -5945684.000000 Penalty: 5361.885742
	Iteration 42Q: 3 clusters Score -5945684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -5945686.000000 Penalty: 5361.885742
	Iteration 43Q: 3 clusters Score -5945686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -5945698.000000 Penalty: 5361.885742
	Iteration 44Q: 3 clusters Score -5945698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -5945700.500000 Penalty: 5361.885742
	Iteration 45Q: 3 clusters Score -5945700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -5945712.500000 Penalty: 5361.885742
	Iteration 46Q: 3 clusters Score -5945712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -5945723.500000 Penalty: 5361.885742
	Iteration 47Q: 3 clusters Score -5945724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -5945720.000000 Penalty: 5361.885742
	Iteration 48Q: 3 clusters Score -5945720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -5945730.500000 Penalty: 5361.885742
	Iteration 49Q: 3 clusters Score -5945730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -5945740.000000 Penalty: 5361.885742
	Iteration 50Q: 3 clusters Score -5945740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -5945737.000000 Penalty: 5361.885742
	Iteration 51Q: 3 clusters Score -5945737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -5945743.000000 Penalty: 5361.885742
	Iteration 52Q: 3 clusters Score -5945743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -5945751.500000 Penalty: 5361.885742
	Iteration 53Q: 3 clusters Score -5945752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -5945752.500000 Penalty: 5361.885742
	Iteration 54Q: 3 clusters Score -5945752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -5945756.500000 Penalty: 5361.885742
	Iteration 55Q: 3 clusters Score -5945756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -5945758.500000 Penalty: 5361.885742
	Iteration 56Q: 3 clusters Score -5945758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -5945757.000000 Penalty: 5361.885742
	Iteration 57Q: 3 clusters Score -5945757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -5945760.500000 Penalty: 5361.885742
	Iteration 58Q: 3 clusters Score -5945760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -5945759.000000 Penalty: 5361.885742
	Iteration 59Q: 3 clusters Score -5945759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -5945753.500000 Penalty: 5361.885742
	Iteration 60F: 3 clusters Score -5945754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -5945755.500000 Penalty: 5361.885742
	Iteration 61Q: 3 clusters Score -5945756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -5945763.000000 Penalty: 5361.885742
	Iteration 62Q: 3 clusters Score -5945763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -5945754.500000 Penalty: 5361.885742
	Iteration 63Q: 3 clusters Score -5945754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -5945760.500000 Penalty: 5361.885742
	Iteration 64Q: 3 clusters Score -5945760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -5945769.000000 Penalty: 5361.885742
	Iteration 65Q: 3 clusters Score -5945769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -5945770.500000 Penalty: 5361.885742
	Iteration 66Q: 3 clusters Score -5945770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -5945778.000000 Penalty: 5361.885742
	Iteration 67Q: 3 clusters Score -5945778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -5945780.000000 Penalty: 5361.885742
	Iteration 68Q: 3 clusters Score -5945780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -5945783.000000 Penalty: 5361.885742
	Iteration 69Q: 3 clusters Score -5945783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -5945787.000000 Penalty: 5361.885742
	Iteration 70Q: 3 clusters Score -5945787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -5945786.500000 Penalty: 5361.885742
	Iteration 71Q: 3 clusters Score -5945786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -5945784.500000 Penalty: 5361.885742
	Iteration 72Q: 3 clusters Score -5945784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -5945786.500000 Penalty: 5361.885742
	Iteration 73Q: 3 clusters Score -5945786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -5945789.000000 Penalty: 5361.885742
	Iteration 74Q: 3 clusters Score -5945789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -5945789.000000 Penalty: 5361.885742
	Iteration 75F: 3 clusters Score -5945789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (294350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294350 members 
Entering Unmasked Estep 
Score: -37978464.000000 Penalty: 3122.946045
	Iteration 0F: 2 clusters Score -3.797846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146720 members 
Mstep: Class 2 contains 147630 members 
Entering Unmasked Estep 
Score: -37817712.000000 Penalty: 6245.892090
	Iteration 0F: 3 clusters Score -3.781771e+07 nChanged 142384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136428 members 
Mstep: Class 2 contains 157922 members 
Entering Unmasked Estep 
Score: -37900940.000000 Penalty: 6245.892090
	Iteration 1F: 3 clusters Score -3.790094e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131308 members 
Mstep: Class 2 contains 163042 members 
Entering Unmasked Estep 
Score: -37903176.000000 Penalty: 6245.892090
	Iteration 2Q: 3 clusters Score -3.790318e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123975 members 
Mstep: Class 2 contains 170375 members 
Entering Unmasked Estep 
Score: -37906588.000000 Penalty: 6245.892090
	Iteration 3Q: 3 clusters Score -3.790659e+07 nChanged 13900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113765 members 
Mstep: Class 2 contains 180585 members 
Entering Unmasked Estep 
Score: -37912712.000000 Penalty: 6245.892090
	Iteration 4Q: 3 clusters Score -3.791271e+07 nChanged 17078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 193409 members 
Entering Unmasked Estep 
Score: -37922108.000000 Penalty: 6245.892090
	Iteration 5F: 3 clusters Score -3.792211e+07 nChanged 18950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87435 members 
Mstep: Class 2 contains 206915 members 
Entering Unmasked Estep 
Score: -37934944.000000 Penalty: 6245.892090
	Iteration 6F: 3 clusters Score -3.793494e+07 nChanged 18865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 217602 members 
Entering Unmasked Estep 
Score: -37950692.000000 Penalty: 6245.892090
	Iteration 7F: 3 clusters Score -3.795069e+07 nChanged 16482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 223534 members 
Entering Unmasked Estep 
Score: -37961048.000000 Penalty: 6245.892090
	Iteration 8F: 3 clusters Score -3.796105e+07 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 225739 members 
Entering Unmasked Estep 
Score: -37966188.000000 Penalty: 6245.892090
	Iteration 9Q: 3 clusters Score -3.796619e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 226353 members 
Entering Unmasked Estep 
Score: -37967672.000000 Penalty: 6245.892090
	Iteration 10Q: 3 clusters Score -3.796767e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 226355 members 
Entering Unmasked Estep 
Score: -37967896.000000 Penalty: 6245.892090
	Iteration 11Q: 3 clusters Score -3.79679e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 226142 members 
Entering Unmasked Estep 
Score: -37967992.000000 Penalty: 6245.892090
	Iteration 12Q: 3 clusters Score -3.796799e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 225745 members 
Entering Unmasked Estep 
Score: -37967856.000000 Penalty: 6245.892090
	Iteration 13Q: 3 clusters Score -3.796786e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 225266 members 
Entering Unmasked Estep 
Score: -37967760.000000 Penalty: 6245.892090
	Iteration 14Q: 3 clusters Score -3.796776e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69635 members 
Mstep: Class 2 contains 224715 members 
Entering Unmasked Estep 
Score: -37967628.000000 Penalty: 6245.892090
	Iteration 15Q: 3 clusters Score -3.796763e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 224110 members 
Entering Unmasked Estep 
Score: -37967612.000000 Penalty: 6245.892090
	Iteration 16Q: 3 clusters Score -3.796761e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 223427 members 
Entering Unmasked Estep 
Score: -37967628.000000 Penalty: 6245.892090
	Iteration 17Q: 3 clusters Score -3.796763e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 222616 members 
Entering Unmasked Estep 
Score: -37967720.000000 Penalty: 6245.892090
	Iteration 18Q: 3 clusters Score -3.796772e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 221675 members 
Entering Unmasked Estep 
Score: -37967672.000000 Penalty: 6245.892090
	Iteration 19Q: 3 clusters Score -3.796767e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 220683 members 
Entering Unmasked Estep 
Score: -37967560.000000 Penalty: 6245.892090
	Iteration 20F: 3 clusters Score -3.796756e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 219592 members 
Entering Unmasked Estep 
Score: -37967528.000000 Penalty: 6245.892090
	Iteration 21Q: 3 clusters Score -3.796753e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 218453 members 
Entering Unmasked Estep 
Score: -37967208.000000 Penalty: 6245.892090
	Iteration 22Q: 3 clusters Score -3.796721e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 217275 members 
Entering Unmasked Estep 
Score: -37967148.000000 Penalty: 6245.892090
	Iteration 23Q: 3 clusters Score -3.796715e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78341 members 
Mstep: Class 2 contains 216009 members 
Entering Unmasked Estep 
Score: -37967040.000000 Penalty: 6245.892090
	Iteration 24Q: 3 clusters Score -3.796704e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 214695 members 
Entering Unmasked Estep 
Score: -37966816.000000 Penalty: 6245.892090
	Iteration 25Q: 3 clusters Score -3.796682e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 213350 members 
Entering Unmasked Estep 
Score: -37966680.000000 Penalty: 6245.892090
	Iteration 26Q: 3 clusters Score -3.796668e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 211904 members 
Entering Unmasked Estep 
Score: -37966496.000000 Penalty: 6245.892090
	Iteration 27Q: 3 clusters Score -3.79665e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 210443 members 
Entering Unmasked Estep 
Score: -37966268.000000 Penalty: 6245.892090
	Iteration 28Q: 3 clusters Score -3.796627e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85470 members 
Mstep: Class 2 contains 208880 members 
Entering Unmasked Estep 
Score: -37965996.000000 Penalty: 6245.892090
	Iteration 29Q: 3 clusters Score -3.7966e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87091 members 
Mstep: Class 2 contains 207259 members 
Entering Unmasked Estep 
Score: -37965844.000000 Penalty: 6245.892090
	Iteration 30Q: 3 clusters Score -3.796584e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88727 members 
Mstep: Class 2 contains 205623 members 
Entering Unmasked Estep 
Score: -37965612.000000 Penalty: 6245.892090
	Iteration 31Q: 3 clusters Score -3.796561e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90334 members 
Mstep: Class 2 contains 204016 members 
Entering Unmasked Estep 
Score: -37965636.000000 Penalty: 6245.892090
	Iteration 32Q: 3 clusters Score -3.796564e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91906 members 
Mstep: Class 2 contains 202444 members 
Entering Unmasked Estep 
Score: -37965624.000000 Penalty: 6245.892090
	Iteration 33Q: 3 clusters Score -3.796562e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93566 members 
Mstep: Class 2 contains 200784 members 
Entering Unmasked Estep 
Score: -37965540.000000 Penalty: 6245.892090
	Iteration 34Q: 3 clusters Score -3.796554e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 199055 members 
Entering Unmasked Estep 
Score: -37965516.000000 Penalty: 6245.892090
	Iteration 35Q: 3 clusters Score -3.796552e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 197322 members 
Entering Unmasked Estep 
Score: -37965768.000000 Penalty: 6245.892090
	Iteration 36Q: 3 clusters Score -3.796577e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98824 members 
Mstep: Class 2 contains 195526 members 
Entering Unmasked Estep 
Score: -37965836.000000 Penalty: 6245.892090
	Iteration 37Q: 3 clusters Score -3.796584e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100697 members 
Mstep: Class 2 contains 193653 members 
Entering Unmasked Estep 
Score: -37966064.000000 Penalty: 6245.892090
	Iteration 38Q: 3 clusters Score -3.796606e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102659 members 
Mstep: Class 2 contains 191691 members 
Entering Unmasked Estep 
Score: -37966284.000000 Penalty: 6245.892090
	Iteration 39Q: 3 clusters Score -3.796628e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104651 members 
Mstep: Class 2 contains 189699 members 
Entering Unmasked Estep 
Score: -37966556.000000 Penalty: 6245.892090
	Iteration 40F: 3 clusters Score -3.796656e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106594 members 
Mstep: Class 2 contains 187756 members 
Entering Unmasked Estep 
Score: -37966696.000000 Penalty: 6245.892090
	Iteration 41Q: 3 clusters Score -3.79667e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108470 members 
Mstep: Class 2 contains 185880 members 
Entering Unmasked Estep 
Score: -37966864.000000 Penalty: 6245.892090
	Iteration 42Q: 3 clusters Score -3.796686e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110275 members 
Mstep: Class 2 contains 184075 members 
Entering Unmasked Estep 
Score: -37966964.000000 Penalty: 6245.892090
	Iteration 43Q: 3 clusters Score -3.796696e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111985 members 
Mstep: Class 2 contains 182365 members 
Entering Unmasked Estep 
Score: -37967236.000000 Penalty: 6245.892090
	Iteration 44Q: 3 clusters Score -3.796724e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113663 members 
Mstep: Class 2 contains 180687 members 
Entering Unmasked Estep 
Score: -37967416.000000 Penalty: 6245.892090
	Iteration 45Q: 3 clusters Score -3.796742e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115359 members 
Mstep: Class 2 contains 178991 members 
Entering Unmasked Estep 
Score: -37967772.000000 Penalty: 6245.892090
	Iteration 46Q: 3 clusters Score -3.796777e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116926 members 
Mstep: Class 2 contains 177424 members 
Entering Unmasked Estep 
Score: -37968164.000000 Penalty: 6245.892090
	Iteration 47Q: 3 clusters Score -3.796816e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 175923 members 
Entering Unmasked Estep 
Score: -37968380.000000 Penalty: 6245.892090
	Iteration 48Q: 3 clusters Score -3.796838e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119886 members 
Mstep: Class 2 contains 174464 members 
Entering Unmasked Estep 
Score: -37968564.000000 Penalty: 6245.892090
	Iteration 49Q: 3 clusters Score -3.796856e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121226 members 
Mstep: Class 2 contains 173124 members 
Entering Unmasked Estep 
Score: -37968812.000000 Penalty: 6245.892090
	Iteration 50Q: 3 clusters Score -3.796881e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122471 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -37969300.000000 Penalty: 6245.892090
	Iteration 51Q: 3 clusters Score -3.79693e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123555 members 
Mstep: Class 2 contains 170795 members 
Entering Unmasked Estep 
Score: -37969636.000000 Penalty: 6245.892090
	Iteration 52Q: 3 clusters Score -3.796964e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124531 members 
Mstep: Class 2 contains 169819 members 
Entering Unmasked Estep 
Score: -37969824.000000 Penalty: 6245.892090
	Iteration 53Q: 3 clusters Score -3.796982e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125426 members 
Mstep: Class 2 contains 168924 members 
Entering Unmasked Estep 
Score: -37969920.000000 Penalty: 6245.892090
	Iteration 54Q: 3 clusters Score -3.796992e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126225 members 
Mstep: Class 2 contains 168125 members 
Entering Unmasked Estep 
Score: -37970192.000000 Penalty: 6245.892090
	Iteration 55Q: 3 clusters Score -3.797019e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126853 members 
Mstep: Class 2 contains 167497 members 
Entering Unmasked Estep 
Score: -37970364.000000 Penalty: 6245.892090
	Iteration 56Q: 3 clusters Score -3.797036e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127342 members 
Mstep: Class 2 contains 167008 members 
Entering Unmasked Estep 
Score: -37970480.000000 Penalty: 6245.892090
	Iteration 57Q: 3 clusters Score -3.797048e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127819 members 
Mstep: Class 2 contains 166531 members 
Entering Unmasked Estep 
Score: -37970728.000000 Penalty: 6245.892090
	Iteration 58Q: 3 clusters Score -3.797073e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128226 members 
Mstep: Class 2 contains 166124 members 
Entering Unmasked Estep 
Score: -37970896.000000 Penalty: 6245.892090
	Iteration 59Q: 3 clusters Score -3.79709e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128523 members 
Mstep: Class 2 contains 165827 members 
Entering Unmasked Estep 
Score: -37971124.000000 Penalty: 6245.892090
	Iteration 60F: 3 clusters Score -3.797112e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128795 members 
Mstep: Class 2 contains 165555 members 
Entering Unmasked Estep 
Score: -37971460.000000 Penalty: 6245.892090
	Iteration 61Q: 3 clusters Score -3.797146e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 165263 members 
Entering Unmasked Estep 
Score: -37971576.000000 Penalty: 6245.892090
	Iteration 62Q: 3 clusters Score -3.797158e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129306 members 
Mstep: Class 2 contains 165044 members 
Entering Unmasked Estep 
Score: -37971692.000000 Penalty: 6245.892090
	Iteration 63Q: 3 clusters Score -3.797169e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129453 members 
Mstep: Class 2 contains 164897 members 
Entering Unmasked Estep 
Score: -37971848.000000 Penalty: 6245.892090
	Iteration 64Q: 3 clusters Score -3.797185e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129582 members 
Mstep: Class 2 contains 164768 members 
Entering Unmasked Estep 
Score: -37972008.000000 Penalty: 6245.892090
	Iteration 65Q: 3 clusters Score -3.797201e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129639 members 
Mstep: Class 2 contains 164711 members 
Entering Unmasked Estep 
Score: -37972188.000000 Penalty: 6245.892090
	Iteration 66Q: 3 clusters Score -3.797219e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129623 members 
Mstep: Class 2 contains 164727 members 
Entering Unmasked Estep 
Score: -37972472.000000 Penalty: 6245.892090
	Iteration 67Q: 3 clusters Score -3.797247e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129532 members 
Mstep: Class 2 contains 164818 members 
Entering Unmasked Estep 
Score: -37972616.000000 Penalty: 6245.892090
	Iteration 68Q: 3 clusters Score -3.797262e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129428 members 
Mstep: Class 2 contains 164922 members 
Entering Unmasked Estep 
Score: -37972664.000000 Penalty: 6245.892090
	Iteration 69Q: 3 clusters Score -3.797266e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129274 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -37972724.000000 Penalty: 6245.892090
	Iteration 70Q: 3 clusters Score -3.797272e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129076 members 
Mstep: Class 2 contains 165274 members 
Entering Unmasked Estep 
Score: -37972712.000000 Penalty: 6245.892090
	Iteration 71Q: 3 clusters Score -3.797271e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128853 members 
Mstep: Class 2 contains 165497 members 
Entering Unmasked Estep 
Score: -37972880.000000 Penalty: 6245.892090
	Iteration 72Q: 3 clusters Score -3.797288e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128603 members 
Mstep: Class 2 contains 165747 members 
Entering Unmasked Estep 
Score: -37973052.000000 Penalty: 6245.892090
	Iteration 73Q: 3 clusters Score -3.797305e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128335 members 
Mstep: Class 2 contains 166015 members 
Entering Unmasked Estep 
Score: -37973072.000000 Penalty: 6245.892090
	Iteration 74Q: 3 clusters Score -3.797307e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128010 members 
Mstep: Class 2 contains 166340 members 
Entering Unmasked Estep 
Score: -37973304.000000 Penalty: 6245.892090
	Iteration 75Q: 3 clusters Score -3.79733e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127674 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -37973400.000000 Penalty: 6245.892090
	Iteration 76Q: 3 clusters Score -3.79734e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127381 members 
Mstep: Class 2 contains 166969 members 
Entering Unmasked Estep 
Score: -37973436.000000 Penalty: 6245.892090
	Iteration 77Q: 3 clusters Score -3.797344e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127120 members 
Mstep: Class 2 contains 167230 members 
Entering Unmasked Estep 
Score: -37973492.000000 Penalty: 6245.892090
	Iteration 78Q: 3 clusters Score -3.797349e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126821 members 
Mstep: Class 2 contains 167529 members 
Entering Unmasked Estep 
Score: -37973536.000000 Penalty: 6245.892090
	Iteration 79Q: 3 clusters Score -3.797354e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126517 members 
Mstep: Class 2 contains 167833 members 
Entering Unmasked Estep 
Score: -37973560.000000 Penalty: 6245.892090
	Iteration 80F: 3 clusters Score -3.797356e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126199 members 
Mstep: Class 2 contains 168151 members 
Entering Unmasked Estep 
Score: -37973620.000000 Penalty: 6245.892090
	Iteration 81Q: 3 clusters Score -3.797362e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125885 members 
Mstep: Class 2 contains 168465 members 
Entering Unmasked Estep 
Score: -37973596.000000 Penalty: 6245.892090
	Iteration 82Q: 3 clusters Score -3.79736e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125567 members 
Mstep: Class 2 contains 168783 members 
Entering Unmasked Estep 
Score: -37973584.000000 Penalty: 6245.892090
	Iteration 83Q: 3 clusters Score -3.797358e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125230 members 
Mstep: Class 2 contains 169120 members 
Entering Unmasked Estep 
Score: -37973612.000000 Penalty: 6245.892090
	Iteration 84Q: 3 clusters Score -3.797361e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124956 members 
Mstep: Class 2 contains 169394 members 
Entering Unmasked Estep 
Score: -37973608.000000 Penalty: 6245.892090
	Iteration 85Q: 3 clusters Score -3.797361e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124700 members 
Mstep: Class 2 contains 169650 members 
Entering Unmasked Estep 
Score: -37973676.000000 Penalty: 6245.892090
	Iteration 86Q: 3 clusters Score -3.797368e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124463 members 
Mstep: Class 2 contains 169887 members 
Entering Unmasked Estep 
Score: -37973664.000000 Penalty: 6245.892090
	Iteration 87Q: 3 clusters Score -3.797366e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124202 members 
Mstep: Class 2 contains 170148 members 
Entering Unmasked Estep 
Score: -37973712.000000 Penalty: 6245.892090
	Iteration 88Q: 3 clusters Score -3.797371e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123924 members 
Mstep: Class 2 contains 170426 members 
Entering Unmasked Estep 
Score: -37973796.000000 Penalty: 6245.892090
	Iteration 89Q: 3 clusters Score -3.79738e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123631 members 
Mstep: Class 2 contains 170719 members 
Entering Unmasked Estep 
Score: -37973820.000000 Penalty: 6245.892090
	Iteration 90Q: 3 clusters Score -3.797382e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123361 members 
Mstep: Class 2 contains 170989 members 
Entering Unmasked Estep 
Score: -37973916.000000 Penalty: 6245.892090
	Iteration 91Q: 3 clusters Score -3.797392e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123075 members 
Mstep: Class 2 contains 171275 members 
Entering Unmasked Estep 
Score: -37973888.000000 Penalty: 6245.892090
	Iteration 92Q: 3 clusters Score -3.797389e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122815 members 
Mstep: Class 2 contains 171535 members 
Entering Unmasked Estep 
Score: -37973876.000000 Penalty: 6245.892090
	Iteration 93Q: 3 clusters Score -3.797388e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122583 members 
Mstep: Class 2 contains 171767 members 
Entering Unmasked Estep 
Score: -37973876.000000 Penalty: 6245.892090
	Iteration 94Q: 3 clusters Score -3.797388e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122375 members 
Mstep: Class 2 contains 171975 members 
Entering Unmasked Estep 
Score: -37973844.000000 Penalty: 6245.892090
	Iteration 95Q: 3 clusters Score -3.797384e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122158 members 
Mstep: Class 2 contains 172192 members 
Entering Unmasked Estep 
Score: -37973772.000000 Penalty: 6245.892090
	Iteration 96Q: 3 clusters Score -3.797377e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121950 members 
Mstep: Class 2 contains 172400 members 
Entering Unmasked Estep 
Score: -37973712.000000 Penalty: 6245.892090
	Iteration 97Q: 3 clusters Score -3.797371e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121750 members 
Mstep: Class 2 contains 172600 members 
Entering Unmasked Estep 
Score: -37973720.000000 Penalty: 6245.892090
	Iteration 98Q: 3 clusters Score -3.797372e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121527 members 
Mstep: Class 2 contains 172823 members 
Entering Unmasked Estep 
Score: -37973656.000000 Penalty: 6245.892090
	Iteration 99Q: 3 clusters Score -3.797366e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121343 members 
Mstep: Class 2 contains 173007 members 
Entering Unmasked Estep 
Score: -37973596.000000 Penalty: 6245.892090
	Iteration 100F: 3 clusters Score -3.79736e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121131 members 
Mstep: Class 2 contains 173219 members 
Entering Unmasked Estep 
Score: -37973612.000000 Penalty: 6245.892090
	Iteration 101Q: 3 clusters Score -3.797361e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 173432 members 
Entering Unmasked Estep 
Score: -37973608.000000 Penalty: 6245.892090
	Iteration 102Q: 3 clusters Score -3.797361e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 173628 members 
Entering Unmasked Estep 
Score: -37973608.000000 Penalty: 6245.892090
	Iteration 103Q: 3 clusters Score -3.797361e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120544 members 
Mstep: Class 2 contains 173806 members 
Entering Unmasked Estep 
Score: -37973632.000000 Penalty: 6245.892090
	Iteration 104Q: 3 clusters Score -3.797363e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120352 members 
Mstep: Class 2 contains 173998 members 
Entering Unmasked Estep 
Score: -37973608.000000 Penalty: 6245.892090
	Iteration 105Q: 3 clusters Score -3.797361e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120146 members 
Mstep: Class 2 contains 174204 members 
Entering Unmasked Estep 
Score: -37973608.000000 Penalty: 6245.892090
	Iteration 106Q: 3 clusters Score -3.797361e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119944 members 
Mstep: Class 2 contains 174406 members 
Entering Unmasked Estep 
Score: -37973592.000000 Penalty: 6245.892090
	Iteration 107Q: 3 clusters Score -3.797359e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119728 members 
Mstep: Class 2 contains 174622 members 
Entering Unmasked Estep 
Score: -37973540.000000 Penalty: 6245.892090
	Iteration 108Q: 3 clusters Score -3.797354e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119528 members 
Mstep: Class 2 contains 174822 members 
Entering Unmasked Estep 
Score: -37973544.000000 Penalty: 6245.892090
	Iteration 109Q: 3 clusters Score -3.797354e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119338 members 
Mstep: Class 2 contains 175012 members 
Entering Unmasked Estep 
Score: -37973528.000000 Penalty: 6245.892090
	Iteration 110Q: 3 clusters Score -3.797353e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119163 members 
Mstep: Class 2 contains 175187 members 
Entering Unmasked Estep 
Score: -37973532.000000 Penalty: 6245.892090
	Iteration 111Q: 3 clusters Score -3.797353e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118994 members 
Mstep: Class 2 contains 175356 members 
Entering Unmasked Estep 
Score: -37973560.000000 Penalty: 6245.892090
	Iteration 112Q: 3 clusters Score -3.797356e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 175549 members 
Entering Unmasked Estep 
Score: -37973532.000000 Penalty: 6245.892090
	Iteration 113Q: 3 clusters Score -3.797353e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 175715 members 
Entering Unmasked Estep 
Score: -37973604.000000 Penalty: 6245.892090
	Iteration 114Q: 3 clusters Score -3.79736e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118476 members 
Mstep: Class 2 contains 175874 members 
Entering Unmasked Estep 
Score: -37973492.000000 Penalty: 6245.892090
	Iteration 115Q: 3 clusters Score -3.797349e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118334 members 
Mstep: Class 2 contains 176016 members 
Entering Unmasked Estep 
Score: -37973480.000000 Penalty: 6245.892090
	Iteration 116Q: 3 clusters Score -3.797348e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118183 members 
Mstep: Class 2 contains 176167 members 
Entering Unmasked Estep 
Score: -37973476.000000 Penalty: 6245.892090
	Iteration 117Q: 3 clusters Score -3.797348e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118073 members 
Mstep: Class 2 contains 176277 members 
Entering Unmasked Estep 
Score: -37973532.000000 Penalty: 6245.892090
	Iteration 118Q: 3 clusters Score -3.797353e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117949 members 
Mstep: Class 2 contains 176401 members 
Entering Unmasked Estep 
Score: -37973448.000000 Penalty: 6245.892090
	Iteration 119Q: 3 clusters Score -3.797345e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117855 members 
Mstep: Class 2 contains 176495 members 
Entering Unmasked Estep 
Score: -37973440.000000 Penalty: 6245.892090
	Iteration 120F: 3 clusters Score -3.797344e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117742 members 
Mstep: Class 2 contains 176608 members 
Entering Unmasked Estep 
Score: -37973388.000000 Penalty: 6245.892090
	Iteration 121Q: 3 clusters Score -3.797339e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117627 members 
Mstep: Class 2 contains 176723 members 
Entering Unmasked Estep 
Score: -37973424.000000 Penalty: 6245.892090
	Iteration 122Q: 3 clusters Score -3.797342e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117502 members 
Mstep: Class 2 contains 176848 members 
Entering Unmasked Estep 
Score: -37973400.000000 Penalty: 6245.892090
	Iteration 123Q: 3 clusters Score -3.79734e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117397 members 
Mstep: Class 2 contains 176953 members 
Entering Unmasked Estep 
Score: -37973328.000000 Penalty: 6245.892090
	Iteration 124Q: 3 clusters Score -3.797333e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117290 members 
Mstep: Class 2 contains 177060 members 
Entering Unmasked Estep 
Score: -37973300.000000 Penalty: 6245.892090
	Iteration 125Q: 3 clusters Score -3.79733e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117207 members 
Mstep: Class 2 contains 177143 members 
Entering Unmasked Estep 
Score: -37973240.000000 Penalty: 6245.892090
	Iteration 126Q: 3 clusters Score -3.797324e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 177192 members 
Entering Unmasked Estep 
Score: -37973300.000000 Penalty: 6245.892090
	Iteration 127Q: 3 clusters Score -3.79733e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117098 members 
Mstep: Class 2 contains 177252 members 
Entering Unmasked Estep 
Score: -37973304.000000 Penalty: 6245.892090
	Iteration 128Q: 3 clusters Score -3.79733e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117036 members 
Mstep: Class 2 contains 177314 members 
Entering Unmasked Estep 
Score: -37973256.000000 Penalty: 6245.892090
	Iteration 129Q: 3 clusters Score -3.797326e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116955 members 
Mstep: Class 2 contains 177395 members 
Entering Unmasked Estep 
Score: -37973196.000000 Penalty: 6245.892090
	Iteration 130Q: 3 clusters Score -3.79732e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116876 members 
Mstep: Class 2 contains 177474 members 
Entering Unmasked Estep 
Score: -37973168.000000 Penalty: 6245.892090
	Iteration 131Q: 3 clusters Score -3.797317e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116826 members 
Mstep: Class 2 contains 177524 members 
Entering Unmasked Estep 
Score: -37973196.000000 Penalty: 6245.892090
	Iteration 132Q: 3 clusters Score -3.79732e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116778 members 
Mstep: Class 2 contains 177572 members 
Entering Unmasked Estep 
Score: -37973188.000000 Penalty: 6245.892090
	Iteration 133Q: 3 clusters Score -3.797319e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116730 members 
Mstep: Class 2 contains 177620 members 
Entering Unmasked Estep 
Score: -37973176.000000 Penalty: 6245.892090
	Iteration 134Q: 3 clusters Score -3.797318e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116697 members 
Mstep: Class 2 contains 177653 members 
Entering Unmasked Estep 
Score: -37973180.000000 Penalty: 6245.892090
	Iteration 135Q: 3 clusters Score -3.797318e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116666 members 
Mstep: Class 2 contains 177684 members 
Entering Unmasked Estep 
Score: -37973160.000000 Penalty: 6245.892090
	Iteration 136Q: 3 clusters Score -3.797316e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116645 members 
Mstep: Class 2 contains 177705 members 
Entering Unmasked Estep 
Score: -37973176.000000 Penalty: 6245.892090
	Iteration 137Q: 3 clusters Score -3.797318e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116641 members 
Mstep: Class 2 contains 177709 members 
Entering Unmasked Estep 
Score: -37973160.000000 Penalty: 6245.892090
	Iteration 138Q: 3 clusters Score -3.797316e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116638 members 
Mstep: Class 2 contains 177712 members 
Entering Unmasked Estep 
Score: -37973144.000000 Penalty: 6245.892090
	Iteration 139Q: 3 clusters Score -3.797314e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116631 members 
Mstep: Class 2 contains 177719 members 
Entering Unmasked Estep 
Score: -37973108.000000 Penalty: 6245.892090
	Iteration 140F: 3 clusters Score -3.797311e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116626 members 
Mstep: Class 2 contains 177724 members 
Entering Unmasked Estep 
Score: -37973168.000000 Penalty: 6245.892090
	Iteration 141Q: 3 clusters Score -3.797317e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116609 members 
Mstep: Class 2 contains 177741 members 
Entering Unmasked Estep 
Score: -37973192.000000 Penalty: 6245.892090
	Iteration 142Q: 3 clusters Score -3.797319e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116593 members 
Mstep: Class 2 contains 177757 members 
Entering Unmasked Estep 
Score: -37973168.000000 Penalty: 6245.892090
	Iteration 143Q: 3 clusters Score -3.797317e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116573 members 
Mstep: Class 2 contains 177777 members 
Entering Unmasked Estep 
Score: -37973120.000000 Penalty: 6245.892090
	Iteration 144Q: 3 clusters Score -3.797312e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116549 members 
Mstep: Class 2 contains 177801 members 
Entering Unmasked Estep 
Score: -37973076.000000 Penalty: 6245.892090
	Iteration 145Q: 3 clusters Score -3.797308e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116533 members 
Mstep: Class 2 contains 177817 members 
Entering Unmasked Estep 
Score: -37973072.000000 Penalty: 6245.892090
	Iteration 146Q: 3 clusters Score -3.797307e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116539 members 
Mstep: Class 2 contains 177811 members 
Entering Unmasked Estep 
Score: -37973068.000000 Penalty: 6245.892090
	Iteration 147Q: 3 clusters Score -3.797307e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116555 members 
Mstep: Class 2 contains 177795 members 
Entering Unmasked Estep 
Score: -37973096.000000 Penalty: 6245.892090
	Iteration 148Q: 3 clusters Score -3.79731e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116571 members 
Mstep: Class 2 contains 177779 members 
Entering Unmasked Estep 
Score: -37973108.000000 Penalty: 6245.892090
	Iteration 149Q: 3 clusters Score -3.797311e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116572 members 
Mstep: Class 2 contains 177778 members 
Entering Unmasked Estep 
Score: -37973140.000000 Penalty: 6245.892090
	Iteration 150Q: 3 clusters Score -3.797314e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116555 members 
Mstep: Class 2 contains 177795 members 
Entering Unmasked Estep 
Score: -37973136.000000 Penalty: 6245.892090
	Iteration 151Q: 3 clusters Score -3.797314e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116534 members 
Mstep: Class 2 contains 177816 members 
Entering Unmasked Estep 
Score: -37973100.000000 Penalty: 6245.892090
	Iteration 152Q: 3 clusters Score -3.79731e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116516 members 
Mstep: Class 2 contains 177834 members 
Entering Unmasked Estep 
Score: -37973084.000000 Penalty: 6245.892090
	Iteration 153Q: 3 clusters Score -3.797308e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116489 members 
Mstep: Class 2 contains 177861 members 
Entering Unmasked Estep 
Score: -37973100.000000 Penalty: 6245.892090
	Iteration 154Q: 3 clusters Score -3.79731e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116461 members 
Mstep: Class 2 contains 177889 members 
Entering Unmasked Estep 
Score: -37973056.000000 Penalty: 6245.892090
	Iteration 155Q: 3 clusters Score -3.797306e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116446 members 
Mstep: Class 2 contains 177904 members 
Entering Unmasked Estep 
Score: -37973076.000000 Penalty: 6245.892090
	Iteration 156Q: 3 clusters Score -3.797308e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116421 members 
Mstep: Class 2 contains 177929 members 
Entering Unmasked Estep 
Score: -37973072.000000 Penalty: 6245.892090
	Iteration 157Q: 3 clusters Score -3.797307e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116406 members 
Mstep: Class 2 contains 177944 members 
Entering Unmasked Estep 
Score: -37973076.000000 Penalty: 6245.892090
	Iteration 158Q: 3 clusters Score -3.797308e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116394 members 
Mstep: Class 2 contains 177956 members 
Entering Unmasked Estep 
Score: -37973072.000000 Penalty: 6245.892090
	Iteration 159Q: 3 clusters Score -3.797307e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116390 members 
Mstep: Class 2 contains 177960 members 
Entering Unmasked Estep 
Score: -37973072.000000 Penalty: 6245.892090
	Iteration 160F: 3 clusters Score -3.797307e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116372 members 
Mstep: Class 2 contains 177978 members 
Entering Unmasked Estep 
Score: -37973080.000000 Penalty: 6245.892090
	Iteration 161Q: 3 clusters Score -3.797308e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116383 members 
Mstep: Class 2 contains 177967 members 
Entering Unmasked Estep 
Score: -37973064.000000 Penalty: 6245.892090
	Iteration 162Q: 3 clusters Score -3.797306e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116381 members 
Mstep: Class 2 contains 177969 members 
Entering Unmasked Estep 
Score: -37973040.000000 Penalty: 6245.892090
	Iteration 163Q: 3 clusters Score -3.797304e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116376 members 
Mstep: Class 2 contains 177974 members 
Entering Unmasked Estep 
Score: -37973032.000000 Penalty: 6245.892090
	Iteration 164Q: 3 clusters Score -3.797303e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116364 members 
Mstep: Class 2 contains 177986 members 
Entering Unmasked Estep 
Score: -37973036.000000 Penalty: 6245.892090
	Iteration 165Q: 3 clusters Score -3.797304e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116348 members 
Mstep: Class 2 contains 178002 members 
Entering Unmasked Estep 
Score: -37973048.000000 Penalty: 6245.892090
	Iteration 166Q: 3 clusters Score -3.797305e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116315 members 
Mstep: Class 2 contains 178035 members 
Entering Unmasked Estep 
Score: -37973040.000000 Penalty: 6245.892090
	Iteration 167Q: 3 clusters Score -3.797304e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116276 members 
Mstep: Class 2 contains 178074 members 
Entering Unmasked Estep 
Score: -37973040.000000 Penalty: 6245.892090
	Iteration 168Q: 3 clusters Score -3.797304e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116251 members 
Mstep: Class 2 contains 178099 members 
Entering Unmasked Estep 
Score: -37973044.000000 Penalty: 6245.892090
	Iteration 169Q: 3 clusters Score -3.797304e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116248 members 
Mstep: Class 2 contains 178102 members 
Entering Unmasked Estep 
Score: -37973056.000000 Penalty: 6245.892090
	Iteration 170Q: 3 clusters Score -3.797306e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116221 members 
Mstep: Class 2 contains 178129 members 
Entering Unmasked Estep 
Score: -37973036.000000 Penalty: 6245.892090
	Iteration 171Q: 3 clusters Score -3.797304e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116197 members 
Mstep: Class 2 contains 178153 members 
Entering Unmasked Estep 
Score: -37973016.000000 Penalty: 6245.892090
	Iteration 172Q: 3 clusters Score -3.797302e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116179 members 
Mstep: Class 2 contains 178171 members 
Entering Unmasked Estep 
Score: -37972976.000000 Penalty: 6245.892090
	Iteration 173Q: 3 clusters Score -3.797298e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116160 members 
Mstep: Class 2 contains 178190 members 
Entering Unmasked Estep 
Score: -37972988.000000 Penalty: 6245.892090
	Iteration 174Q: 3 clusters Score -3.797299e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116143 members 
Mstep: Class 2 contains 178207 members 
Entering Unmasked Estep 
Score: -37972976.000000 Penalty: 6245.892090
	Iteration 175Q: 3 clusters Score -3.797298e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116127 members 
Mstep: Class 2 contains 178223 members 
Entering Unmasked Estep 
Score: -37972980.000000 Penalty: 6245.892090
	Iteration 176Q: 3 clusters Score -3.797298e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116091 members 
Mstep: Class 2 contains 178259 members 
Entering Unmasked Estep 
Score: -37973004.000000 Penalty: 6245.892090
	Iteration 177Q: 3 clusters Score -3.7973e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116058 members 
Mstep: Class 2 contains 178292 members 
Entering Unmasked Estep 
Score: -37973000.000000 Penalty: 6245.892090
	Iteration 178Q: 3 clusters Score -3.7973e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116041 members 
Mstep: Class 2 contains 178309 members 
Entering Unmasked Estep 
Score: -37973016.000000 Penalty: 6245.892090
	Iteration 179Q: 3 clusters Score -3.797302e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116017 members 
Mstep: Class 2 contains 178333 members 
Entering Unmasked Estep 
Score: -37972956.000000 Penalty: 6245.892090
	Iteration 180F: 3 clusters Score -3.797296e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116002 members 
Mstep: Class 2 contains 178348 members 
Entering Unmasked Estep 
Score: -37972956.000000 Penalty: 6245.892090
	Iteration 181Q: 3 clusters Score -3.797296e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115983 members 
Mstep: Class 2 contains 178367 members 
Entering Unmasked Estep 
Score: -37972940.000000 Penalty: 6245.892090
	Iteration 182Q: 3 clusters Score -3.797294e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115953 members 
Mstep: Class 2 contains 178397 members 
Entering Unmasked Estep 
Score: -37972924.000000 Penalty: 6245.892090
	Iteration 183Q: 3 clusters Score -3.797292e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115909 members 
Mstep: Class 2 contains 178441 members 
Entering Unmasked Estep 
Score: -37972908.000000 Penalty: 6245.892090
	Iteration 184Q: 3 clusters Score -3.797291e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115866 members 
Mstep: Class 2 contains 178484 members 
Entering Unmasked Estep 
Score: -37972848.000000 Penalty: 6245.892090
	Iteration 185Q: 3 clusters Score -3.797285e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 178524 members 
Entering Unmasked Estep 
Score: -37972864.000000 Penalty: 6245.892090
	Iteration 186Q: 3 clusters Score -3.797286e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115791 members 
Mstep: Class 2 contains 178559 members 
Entering Unmasked Estep 
Score: -37972856.000000 Penalty: 6245.892090
	Iteration 187Q: 3 clusters Score -3.797286e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115753 members 
Mstep: Class 2 contains 178597 members 
Entering Unmasked Estep 
Score: -37972836.000000 Penalty: 6245.892090
	Iteration 188Q: 3 clusters Score -3.797284e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115727 members 
Mstep: Class 2 contains 178623 members 
Entering Unmasked Estep 
Score: -37972828.000000 Penalty: 6245.892090
	Iteration 189Q: 3 clusters Score -3.797283e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Mstep: Class 2 contains 178655 members 
Entering Unmasked Estep 
Score: -37972832.000000 Penalty: 6245.892090
	Iteration 190Q: 3 clusters Score -3.797283e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115692 members 
Mstep: Class 2 contains 178658 members 
Entering Unmasked Estep 
Score: -37972836.000000 Penalty: 6245.892090
	Iteration 191Q: 3 clusters Score -3.797284e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115691 members 
Mstep: Class 2 contains 178659 members 
Entering Unmasked Estep 
Score: -37972824.000000 Penalty: 6245.892090
	Iteration 192Q: 3 clusters Score -3.797282e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115692 members 
Mstep: Class 2 contains 178658 members 
Entering Unmasked Estep 
Score: -37972824.000000 Penalty: 6245.892090
	Iteration 193Q: 3 clusters Score -3.797282e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115669 members 
Mstep: Class 2 contains 178681 members 
Entering Unmasked Estep 
Score: -37972860.000000 Penalty: 6245.892090
	Iteration 194Q: 3 clusters Score -3.797286e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115647 members 
Mstep: Class 2 contains 178703 members 
Entering Unmasked Estep 
Score: -37972848.000000 Penalty: 6245.892090
	Iteration 195Q: 3 clusters Score -3.797285e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 178721 members 
Entering Unmasked Estep 
Score: -37972836.000000 Penalty: 6245.892090
	Iteration 196Q: 3 clusters Score -3.797284e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115609 members 
Mstep: Class 2 contains 178741 members 
Entering Unmasked Estep 
Score: -37972844.000000 Penalty: 6245.892090
	Iteration 197Q: 3 clusters Score -3.797284e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115583 members 
Mstep: Class 2 contains 178767 members 
Entering Unmasked Estep 
Score: -37972844.000000 Penalty: 6245.892090
	Iteration 198Q: 3 clusters Score -3.797284e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115553 members 
Mstep: Class 2 contains 178797 members 
Entering Unmasked Estep 
Score: -37972820.000000 Penalty: 6245.892090
	Iteration 199Q: 3 clusters Score -3.797282e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115510 members 
Mstep: Class 2 contains 178840 members 
Entering Unmasked Estep 
Score: -37972800.000000 Penalty: 6245.892090
	Iteration 200F: 3 clusters Score -3.79728e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115458 members 
Mstep: Class 2 contains 178892 members 
Entering Unmasked Estep 
Score: -37972776.000000 Penalty: 6245.892090
	Iteration 201Q: 3 clusters Score -3.797278e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115418 members 
Mstep: Class 2 contains 178932 members 
Entering Unmasked Estep 
Score: -37972788.000000 Penalty: 6245.892090
	Iteration 202Q: 3 clusters Score -3.797279e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115391 members 
Mstep: Class 2 contains 178959 members 
Entering Unmasked Estep 
Score: -37972760.000000 Penalty: 6245.892090
	Iteration 203Q: 3 clusters Score -3.797276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115373 members 
Mstep: Class 2 contains 178977 members 
Entering Unmasked Estep 
Score: -37972720.000000 Penalty: 6245.892090
	Iteration 204Q: 3 clusters Score -3.797272e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115356 members 
Mstep: Class 2 contains 178994 members 
Entering Unmasked Estep 
Score: -37972720.000000 Penalty: 6245.892090
	Iteration 205Q: 3 clusters Score -3.797272e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115335 members 
Mstep: Class 2 contains 179015 members 
Entering Unmasked Estep 
Score: -37972712.000000 Penalty: 6245.892090
	Iteration 206Q: 3 clusters Score -3.797271e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115315 members 
Mstep: Class 2 contains 179035 members 
Entering Unmasked Estep 
Score: -37972704.000000 Penalty: 6245.892090
	Iteration 207Q: 3 clusters Score -3.79727e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115299 members 
Mstep: Class 2 contains 179051 members 
Entering Unmasked Estep 
Score: -37972692.000000 Penalty: 6245.892090
	Iteration 208Q: 3 clusters Score -3.797269e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115292 members 
Mstep: Class 2 contains 179058 members 
Entering Unmasked Estep 
Score: -37972708.000000 Penalty: 6245.892090
	Iteration 209Q: 3 clusters Score -3.797271e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115284 members 
Mstep: Class 2 contains 179066 members 
Entering Unmasked Estep 
Score: -37972728.000000 Penalty: 6245.892090
	Iteration 210Q: 3 clusters Score -3.797273e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115273 members 
Mstep: Class 2 contains 179077 members 
Entering Unmasked Estep 
Score: -37972704.000000 Penalty: 6245.892090
	Iteration 211Q: 3 clusters Score -3.79727e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115257 members 
Mstep: Class 2 contains 179093 members 
Entering Unmasked Estep 
Score: -37972704.000000 Penalty: 6245.892090
	Iteration 212Q: 3 clusters Score -3.79727e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115249 members 
Mstep: Class 2 contains 179101 members 
Entering Unmasked Estep 
Score: -37972700.000000 Penalty: 6245.892090
	Iteration 213Q: 3 clusters Score -3.79727e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115244 members 
Mstep: Class 2 contains 179106 members 
Entering Unmasked Estep 
Score: -37972676.000000 Penalty: 6245.892090
	Iteration 214Q: 3 clusters Score -3.797268e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115245 members 
Mstep: Class 2 contains 179105 members 
Entering Unmasked Estep 
Score: -37972692.000000 Penalty: 6245.892090
	Iteration 215Q: 3 clusters Score -3.797269e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115232 members 
Mstep: Class 2 contains 179118 members 
Entering Unmasked Estep 
Score: -37972644.000000 Penalty: 6245.892090
	Iteration 216Q: 3 clusters Score -3.797264e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115227 members 
Mstep: Class 2 contains 179123 members 
Entering Unmasked Estep 
Score: -37972672.000000 Penalty: 6245.892090
	Iteration 217Q: 3 clusters Score -3.797267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115225 members 
Mstep: Class 2 contains 179125 members 
Entering Unmasked Estep 
Score: -37972672.000000 Penalty: 6245.892090
	Iteration 218Q: 3 clusters Score -3.797267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115213 members 
Mstep: Class 2 contains 179137 members 
Entering Unmasked Estep 
Score: -37972672.000000 Penalty: 6245.892090
	Iteration 219Q: 3 clusters Score -3.797267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115204 members 
Mstep: Class 2 contains 179146 members 
Entering Unmasked Estep 
Score: -37972676.000000 Penalty: 6245.892090
	Iteration 220F: 3 clusters Score -3.797268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115202 members 
Mstep: Class 2 contains 179148 members 
Entering Unmasked Estep 
Score: -37972676.000000 Penalty: 6245.892090
	Iteration 221Q: 3 clusters Score -3.797268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115202 members 
Mstep: Class 2 contains 179148 members 
Entering Unmasked Estep 
Score: -37972672.000000 Penalty: 6245.892090
	Iteration 222Q: 3 clusters Score -3.797267e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115202 members 
Mstep: Class 2 contains 179148 members 
Entering Unmasked Estep 
Score: -37972660.000000 Penalty: 6245.892090
	Iteration 223Q: 3 clusters Score -3.797266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115196 members 
Mstep: Class 2 contains 179154 members 
Entering Unmasked Estep 
Score: -37972672.000000 Penalty: 6245.892090
	Iteration 224Q: 3 clusters Score -3.797267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 179159 members 
Entering Unmasked Estep 
Score: -37972648.000000 Penalty: 6245.892090
	Iteration 225Q: 3 clusters Score -3.797265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115189 members 
Mstep: Class 2 contains 179161 members 
Entering Unmasked Estep 
Score: -37972688.000000 Penalty: 6245.892090
	Iteration 226Q: 3 clusters Score -3.797269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115187 members 
Mstep: Class 2 contains 179163 members 
Entering Unmasked Estep 
Score: -37972684.000000 Penalty: 6245.892090
	Iteration 227Q: 3 clusters Score -3.797268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 179159 members 
Entering Unmasked Estep 
Score: -37972684.000000 Penalty: 6245.892090
	Iteration 228Q: 3 clusters Score -3.797268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115189 members 
Mstep: Class 2 contains 179161 members 
Entering Unmasked Estep 
Score: -37972656.000000 Penalty: 6245.892090
	Iteration 229Q: 3 clusters Score -3.797266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115183 members 
Mstep: Class 2 contains 179167 members 
Entering Unmasked Estep 
Score: -37972672.000000 Penalty: 6245.892090
	Iteration 230Q: 3 clusters Score -3.797267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115180 members 
Mstep: Class 2 contains 179170 members 
Entering Unmasked Estep 
Score: -37972664.000000 Penalty: 6245.892090
	Iteration 231Q: 3 clusters Score -3.797266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115181 members 
Mstep: Class 2 contains 179169 members 
Entering Unmasked Estep 
Score: -37972656.000000 Penalty: 6245.892090
	Iteration 232Q: 3 clusters Score -3.797266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115182 members 
Mstep: Class 2 contains 179168 members 
Entering Unmasked Estep 
Score: -37972684.000000 Penalty: 6245.892090
	Iteration 233Q: 3 clusters Score -3.797268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115187 members 
Mstep: Class 2 contains 179163 members 
Entering Unmasked Estep 
Score: -37972664.000000 Penalty: 6245.892090
	Iteration 234Q: 3 clusters Score -3.797266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115192 members 
Mstep: Class 2 contains 179158 members 
Entering Unmasked Estep 
Score: -37972692.000000 Penalty: 6245.892090
	Iteration 235Q: 3 clusters Score -3.797269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115197 members 
Mstep: Class 2 contains 179153 members 
Entering Unmasked Estep 
Score: -37972684.000000 Penalty: 6245.892090
	Iteration 236Q: 3 clusters Score -3.797268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115200 members 
Mstep: Class 2 contains 179150 members 
Entering Unmasked Estep 
Score: -37972672.000000 Penalty: 6245.892090
	Iteration 237Q: 3 clusters Score -3.797267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115204 members 
Mstep: Class 2 contains 179146 members 
Entering Unmasked Estep 
Score: -37972688.000000 Penalty: 6245.892090
	Iteration 238Q: 3 clusters Score -3.797269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 179141 members 
Entering Unmasked Estep 
Score: -37972684.000000 Penalty: 6245.892090
	Iteration 239Q: 3 clusters Score -3.797268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115207 members 
Mstep: Class 2 contains 179143 members 
Entering Unmasked Estep 
Score: -37972668.000000 Penalty: 6245.892090
	Iteration 240F: 3 clusters Score -3.797267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115208 members 
Mstep: Class 2 contains 179142 members 
Entering Unmasked Estep 
Score: -37972644.000000 Penalty: 6245.892090
	Iteration 241Q: 3 clusters Score -3.797264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115211 members 
Mstep: Class 2 contains 179139 members 
Entering Unmasked Estep 
Score: -37972640.000000 Penalty: 6245.892090
	Iteration 242Q: 3 clusters Score -3.797264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115213 members 
Mstep: Class 2 contains 179137 members 
Entering Unmasked Estep 
Score: -37972660.000000 Penalty: 6245.892090
	Iteration 243Q: 3 clusters Score -3.797266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115210 members 
Mstep: Class 2 contains 179140 members 
Entering Unmasked Estep 
Score: -37972656.000000 Penalty: 6245.892090
	Iteration 244Q: 3 clusters Score -3.797266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 179141 members 
Entering Unmasked Estep 
Score: -37972652.000000 Penalty: 6245.892090
	Iteration 245Q: 3 clusters Score -3.797265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 179141 members 
Entering Unmasked Estep 
Score: -37972652.000000 Penalty: 6245.892090
	Iteration 246Q: 3 clusters Score -3.797265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115211 members 
Mstep: Class 2 contains 179139 members 
Entering Unmasked Estep 
Score: -37972668.000000 Penalty: 6245.892090
	Iteration 247Q: 3 clusters Score -3.797267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115214 members 
Mstep: Class 2 contains 179136 members 
Entering Unmasked Estep 
Score: -37972664.000000 Penalty: 6245.892090
	Iteration 248Q: 3 clusters Score -3.797266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115217 members 
Mstep: Class 2 contains 179133 members 
Entering Unmasked Estep 
Score: -37972676.000000 Penalty: 6245.892090
	Iteration 249Q: 3 clusters Score -3.797268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115218 members 
Mstep: Class 2 contains 179132 members 
Entering Unmasked Estep 
Score: -37972680.000000 Penalty: 6245.892090
	Iteration 250Q: 3 clusters Score -3.797268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115218 members 
Mstep: Class 2 contains 179132 members 
Entering Unmasked Estep 
Score: -37972680.000000 Penalty: 6245.892090
	Iteration 251F: 3 clusters Score -3.797268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (93417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Entering Unmasked Estep 
Score: -11958122.000000 Penalty: 2838.317627
	Iteration 0F: 2 clusters Score -1.195812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -11895600.000000 Penalty: 5676.635254
	Iteration 0F: 3 clusters Score -1.18956e+07 nChanged 43989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -11920987.000000 Penalty: 5676.635254
	Iteration 1F: 3 clusters Score -1.192099e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -11921972.000000 Penalty: 5676.635254
	Iteration 2Q: 3 clusters Score -1.192197e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -11923740.000000 Penalty: 5676.635254
	Iteration 3Q: 3 clusters Score -1.192374e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -11926762.000000 Penalty: 5676.635254
	Iteration 4F: 3 clusters Score -1.192676e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -11930818.000000 Penalty: 5676.635254
	Iteration 5F: 3 clusters Score -1.193082e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -11935579.000000 Penalty: 5676.635254
	Iteration 6F: 3 clusters Score -1.193558e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -11940610.000000 Penalty: 5676.635254
	Iteration 7F: 3 clusters Score -1.194061e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -11945252.000000 Penalty: 5676.635254
	Iteration 8F: 3 clusters Score -1.194525e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -11949019.000000 Penalty: 5676.635254
	Iteration 9F: 3 clusters Score -1.194902e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -11951801.000000 Penalty: 5676.635254
	Iteration 10Q: 3 clusters Score -1.19518e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -11953670.000000 Penalty: 5676.635254
	Iteration 11Q: 3 clusters Score -1.195367e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -11955193.000000 Penalty: 5676.635254
	Iteration 12Q: 3 clusters Score -1.195519e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81300 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -11956507.000000 Penalty: 5676.635254
	Iteration 13Q: 3 clusters Score -1.195651e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -11957670.000000 Penalty: 5676.635254
	Iteration 14Q: 3 clusters Score -1.195767e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84433 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -11958642.000000 Penalty: 5676.635254
	Iteration 15Q: 3 clusters Score -1.195864e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85579 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -11959690.000000 Penalty: 5676.635254
	Iteration 16Q: 3 clusters Score -1.195969e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86383 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -11960681.000000 Penalty: 5676.635254
	Iteration 17Q: 3 clusters Score -1.196068e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -11961407.000000 Penalty: 5676.635254
	Iteration 18Q: 3 clusters Score -1.196141e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -11961626.000000 Penalty: 5676.635254
	Iteration 19Q: 3 clusters Score -1.196163e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87392 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -11961742.000000 Penalty: 5676.635254
	Iteration 20F: 3 clusters Score -1.196174e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -11961831.000000 Penalty: 5676.635254
	Iteration 21Q: 3 clusters Score -1.196183e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87565 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -11961826.000000 Penalty: 5676.635254
	Iteration 22Q: 3 clusters Score -1.196183e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -11961807.000000 Penalty: 5676.635254
	Iteration 23Q: 3 clusters Score -1.196181e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -11961807.000000 Penalty: 5676.635254
	Iteration 24Q: 3 clusters Score -1.196181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -11961797.000000 Penalty: 5676.635254
	Iteration 25Q: 3 clusters Score -1.19618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -11961788.000000 Penalty: 5676.635254
	Iteration 26Q: 3 clusters Score -1.196179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87636 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -11961786.000000 Penalty: 5676.635254
	Iteration 27Q: 3 clusters Score -1.196179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -11961802.000000 Penalty: 5676.635254
	Iteration 28Q: 3 clusters Score -1.19618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -11961799.000000 Penalty: 5676.635254
	Iteration 29Q: 3 clusters Score -1.19618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -11961799.000000 Penalty: 5676.635254
	Iteration 30F: 3 clusters Score -1.19618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 21033 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 23640 members 
Mstep: Class 5 contains 165170 members 
Mstep: Class 6 contains 108812 members 
Mstep: Class 7 contains 31767 members 
Mstep: Class 8 contains 173416 members 
Mstep: Class 9 contains 5950 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 47970 members 
Mstep: Class 12 contains 76840 members 
Mstep: Class 13 contains 49526 members 
Mstep: Class 14 contains 294350 members 
Mstep: Class 15 contains 87640 members 
Mstep: Class 16 contains 10313 members 
Mstep: Class 17 contains 55435 members 
Mstep: Class 18 contains 3359 members 
Mstep: Class 19 contains 21567 members 
Mstep: Class 20 contains 25806 members 
Mstep: Class 21 contains 3693 members 
Mstep: Class 22 contains 4895 members 
Mstep: Class 23 contains 4516 members 
Mstep: Class 24 contains 5777 members 
Entering Unmasked Estep 
Score: -157611264.000000 Penalty: 83631.859375
Splitting cluster 15 changes total score from -157601344.000000 to -157611264.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (10313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Entering Unmasked Estep 
Score: -1265067.500000 Penalty: 2291.807861
	Iteration 0F: 2 clusters Score -1265068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1257263.500000 Penalty: 4583.615723
	Iteration 0F: 3 clusters Score -1257264 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1259593.750000 Penalty: 4583.615723
	Iteration 1F: 3 clusters Score -1259594 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1259978.000000 Penalty: 4583.615723
	Iteration 2F: 3 clusters Score -1259978 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1260291.000000 Penalty: 4583.615723
	Iteration 3F: 3 clusters Score -1260291 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1260623.375000 Penalty: 4583.615723
	Iteration 4Q: 3 clusters Score -1260623 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1261140.250000 Penalty: 4583.615723
	Iteration 5F: 3 clusters Score -1261140 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1261974.875000 Penalty: 4583.615723
	Iteration 6F: 3 clusters Score -1261975 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1263204.000000 Penalty: 4583.615723
	Iteration 7F: 3 clusters Score -1263204 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1264319.250000 Penalty: 4583.615723
	Iteration 8F: 3 clusters Score -1264319 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1265033.500000 Penalty: 4583.615723
	Iteration 9F: 3 clusters Score -1265034 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1265490.000000 Penalty: 4583.615723
	Iteration 10Q: 3 clusters Score -1265490 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1265700.625000 Penalty: 4583.615723
	Iteration 11Q: 3 clusters Score -1265701 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1265776.125000 Penalty: 4583.615723
	Iteration 12Q: 3 clusters Score -1265776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1265807.000000 Penalty: 4583.615723
	Iteration 13Q: 3 clusters Score -1265807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1265824.000000 Penalty: 4583.615723
	Iteration 14Q: 3 clusters Score -1265824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1265831.875000 Penalty: 4583.615723
	Iteration 15Q: 3 clusters Score -1265832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1265835.000000 Penalty: 4583.615723
	Iteration 16Q: 3 clusters Score -1265835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1265838.250000 Penalty: 4583.615723
	Iteration 17Q: 3 clusters Score -1265838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1265839.125000 Penalty: 4583.615723
	Iteration 18Q: 3 clusters Score -1265839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1265843.375000 Penalty: 4583.615723
	Iteration 19Q: 3 clusters Score -1265843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1265838.750000 Penalty: 4583.615723
	Iteration 20F: 3 clusters Score -1265839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1265842.000000 Penalty: 4583.615723
	Iteration 21Q: 3 clusters Score -1265842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1265840.625000 Penalty: 4583.615723
	Iteration 22Q: 3 clusters Score -1265841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1265840.625000 Penalty: 4583.615723
	Iteration 23F: 3 clusters Score -1265841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 21033 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 23640 members 
Mstep: Class 5 contains 165170 members 
Mstep: Class 6 contains 108812 members 
Mstep: Class 7 contains 31767 members 
Mstep: Class 8 contains 173416 members 
Mstep: Class 9 contains 5950 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 47970 members 
Mstep: Class 12 contains 76840 members 
Mstep: Class 13 contains 49526 members 
Mstep: Class 14 contains 294350 members 
Mstep: Class 15 contains 87640 members 
Mstep: Class 16 contains 7576 members 
Mstep: Class 17 contains 55435 members 
Mstep: Class 18 contains 3359 members 
Mstep: Class 19 contains 21567 members 
Mstep: Class 20 contains 25806 members 
Mstep: Class 21 contains 3693 members 
Mstep: Class 22 contains 4895 members 
Mstep: Class 23 contains 4516 members 
Mstep: Class 24 contains 5777 members 
Mstep: Class 25 contains 2737 members 
Entering Unmasked Estep 
Score: -157610944.000000 Penalty: 87116.515625
Splitting cluster 16 changes total score from -157601344.000000 to -157610944.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (55435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Entering Unmasked Estep 
Score: -7208564.000000 Penalty: 2708.895508
	Iteration 0F: 2 clusters Score -7208564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -7171066.500000 Penalty: 5417.791016
	Iteration 0F: 3 clusters Score -7171066 nChanged 25858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -7185449.000000 Penalty: 5417.791016
	Iteration 1F: 3 clusters Score -7185449 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -7185925.000000 Penalty: 5417.791016
	Iteration 2Q: 3 clusters Score -7185925 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -7186360.500000 Penalty: 5417.791016
	Iteration 3Q: 3 clusters Score -7186360 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -7186845.000000 Penalty: 5417.791016
	Iteration 4Q: 3 clusters Score -7186845 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -7187443.500000 Penalty: 5417.791016
	Iteration 5Q: 3 clusters Score -7187444 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -7188256.000000 Penalty: 5417.791016
	Iteration 6Q: 3 clusters Score -7188256 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -7189456.000000 Penalty: 5417.791016
	Iteration 7Q: 3 clusters Score -7189456 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -7191106.500000 Penalty: 5417.791016
	Iteration 8F: 3 clusters Score -7191106 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -7193233.000000 Penalty: 5417.791016
	Iteration 9F: 3 clusters Score -7193233 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -7195543.500000 Penalty: 5417.791016
	Iteration 10F: 3 clusters Score -7195544 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -7197844.500000 Penalty: 5417.791016
	Iteration 11F: 3 clusters Score -7197844 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -7199877.000000 Penalty: 5417.791016
	Iteration 12F: 3 clusters Score -7199877 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -7201626.000000 Penalty: 5417.791016
	Iteration 13Q: 3 clusters Score -7201626 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -7202957.500000 Penalty: 5417.791016
	Iteration 14Q: 3 clusters Score -7202958 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -7204048.500000 Penalty: 5417.791016
	Iteration 15Q: 3 clusters Score -7204048 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -7204861.500000 Penalty: 5417.791016
	Iteration 16Q: 3 clusters Score -7204862 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -7205425.000000 Penalty: 5417.791016
	Iteration 17Q: 3 clusters Score -7205425 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -7205777.500000 Penalty: 5417.791016
	Iteration 18Q: 3 clusters Score -7205778 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7205998.500000 Penalty: 5417.791016
	Iteration 19Q: 3 clusters Score -7205998 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7206124.000000 Penalty: 5417.791016
	Iteration 20F: 3 clusters Score -7206124 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7206249.500000 Penalty: 5417.791016
	Iteration 21Q: 3 clusters Score -7206250 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7206291.000000 Penalty: 5417.791016
	Iteration 22Q: 3 clusters Score -7206291 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7206334.000000 Penalty: 5417.791016
	Iteration 23Q: 3 clusters Score -7206334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7206357.500000 Penalty: 5417.791016
	Iteration 24Q: 3 clusters Score -7206358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7206380.000000 Penalty: 5417.791016
	Iteration 25Q: 3 clusters Score -7206380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7206396.000000 Penalty: 5417.791016
	Iteration 26Q: 3 clusters Score -7206396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7206403.000000 Penalty: 5417.791016
	Iteration 27Q: 3 clusters Score -7206403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7206409.500000 Penalty: 5417.791016
	Iteration 28Q: 3 clusters Score -7206410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7206409.000000 Penalty: 5417.791016
	Iteration 29Q: 3 clusters Score -7206409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7206411.500000 Penalty: 5417.791016
	Iteration 30Q: 3 clusters Score -7206412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7206427.000000 Penalty: 5417.791016
	Iteration 31Q: 3 clusters Score -7206427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7206439.000000 Penalty: 5417.791016
	Iteration 32Q: 3 clusters Score -7206439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7206452.500000 Penalty: 5417.791016
	Iteration 33Q: 3 clusters Score -7206452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7206452.500000 Penalty: 5417.791016
	Iteration 34Q: 3 clusters Score -7206452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7206457.500000 Penalty: 5417.791016
	Iteration 35Q: 3 clusters Score -7206458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7206470.000000 Penalty: 5417.791016
	Iteration 36Q: 3 clusters Score -7206470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7206465.000000 Penalty: 5417.791016
	Iteration 37Q: 3 clusters Score -7206465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7206476.000000 Penalty: 5417.791016
	Iteration 38Q: 3 clusters Score -7206476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7206475.000000 Penalty: 5417.791016
	Iteration 39Q: 3 clusters Score -7206475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7206472.000000 Penalty: 5417.791016
	Iteration 40F: 3 clusters Score -7206472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7206476.000000 Penalty: 5417.791016
	Iteration 41Q: 3 clusters Score -7206476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7206478.500000 Penalty: 5417.791016
	Iteration 42Q: 3 clusters Score -7206478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7206484.500000 Penalty: 5417.791016
	Iteration 43Q: 3 clusters Score -7206484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7206482.000000 Penalty: 5417.791016
	Iteration 44Q: 3 clusters Score -7206482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7206474.500000 Penalty: 5417.791016
	Iteration 45Q: 3 clusters Score -7206474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7206483.000000 Penalty: 5417.791016
	Iteration 46Q: 3 clusters Score -7206483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7206483.500000 Penalty: 5417.791016
	Iteration 47Q: 3 clusters Score -7206484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7206483.500000 Penalty: 5417.791016
	Iteration 48F: 3 clusters Score -7206484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -368071.500000 Penalty: 2013.610718
	Iteration 0F: 2 clusters Score -368071.5 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 1737 members 
Entering Unmasked Estep 
Score: -365040.750000 Penalty: 4027.221436
	Iteration 0F: 3 clusters Score -365040.8 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -368579.125000 Penalty: 4027.221436
	Iteration 1F: 3 clusters Score -368579.1 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -372859.968750 Penalty: 4027.221436
	Iteration 2F: 3 clusters Score -372860 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -375886.343750 Penalty: 4027.221436
	Iteration 3F: 3 clusters Score -375886.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -376628.031250 Penalty: 4027.221436
	Iteration 4Q: 3 clusters Score -376628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -376926.625000 Penalty: 4027.221436
	Iteration 5Q: 3 clusters Score -376926.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -377015.968750 Penalty: 4027.221436
	Iteration 6Q: 3 clusters Score -377016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -377067.656250 Penalty: 4027.221436
	Iteration 7Q: 3 clusters Score -377067.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -377137.125000 Penalty: 4027.221436
	Iteration 8Q: 3 clusters Score -377137.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -377198.906250 Penalty: 4027.221436
	Iteration 9Q: 3 clusters Score -377198.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -377230.406250 Penalty: 4027.221436
	Iteration 10Q: 3 clusters Score -377230.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -377291.031250 Penalty: 4027.221436
	Iteration 11Q: 3 clusters Score -377291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -377417.343750 Penalty: 4027.221436
	Iteration 12Q: 3 clusters Score -377417.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -377531.156250 Penalty: 4027.221436
	Iteration 13Q: 3 clusters Score -377531.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -377611.812500 Penalty: 4027.221436
	Iteration 14Q: 3 clusters Score -377611.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -377790.500000 Penalty: 4027.221436
	Iteration 15Q: 3 clusters Score -377790.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -378145.312500 Penalty: 4027.221436
	Iteration 16Q: 3 clusters Score -378145.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -378697.093750 Penalty: 4027.221436
	Iteration 17Q: 3 clusters Score -378697.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -379316.031250 Penalty: 4027.221436
	Iteration 18Q: 3 clusters Score -379316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -379529.625000 Penalty: 4027.221436
	Iteration 19Q: 3 clusters Score -379529.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -379545.031250 Penalty: 4027.221436
	Iteration 20F: 3 clusters Score -379545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -379555.937500 Penalty: 4027.221436
	Iteration 21Q: 3 clusters Score -379555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -379560.937500 Penalty: 4027.221436
	Iteration 22Q: 3 clusters Score -379560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -379563.937500 Penalty: 4027.221436
	Iteration 23Q: 3 clusters Score -379563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -379565.062500 Penalty: 4027.221436
	Iteration 24Q: 3 clusters Score -379565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -379565.062500 Penalty: 4027.221436
	Iteration 25F: 3 clusters Score -379565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 21033 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 23640 members 
Mstep: Class 5 contains 165170 members 
Mstep: Class 6 contains 108812 members 
Mstep: Class 7 contains 31767 members 
Mstep: Class 8 contains 173416 members 
Mstep: Class 9 contains 5950 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 47970 members 
Mstep: Class 12 contains 76840 members 
Mstep: Class 13 contains 49526 members 
Mstep: Class 14 contains 294350 members 
Mstep: Class 15 contains 87640 members 
Mstep: Class 16 contains 7576 members 
Mstep: Class 17 contains 55435 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 21567 members 
Mstep: Class 20 contains 25806 members 
Mstep: Class 21 contains 3693 members 
Mstep: Class 22 contains 4895 members 
Mstep: Class 23 contains 4516 members 
Mstep: Class 24 contains 5777 members 
Mstep: Class 25 contains 2737 members 
Mstep: Class 26 contains 1016 members 
Entering Unmasked Estep 
Score: -157620912.000000 Penalty: 90601.179688
Splitting cluster 18 changes total score from -157601344.000000 to -157620912.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (21567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Entering Unmasked Estep 
Score: -2436738.000000 Penalty: 2474.772217
	Iteration 0F: 2 clusters Score -2436738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2421519.750000 Penalty: 4949.544434
	Iteration 0F: 3 clusters Score -2421520 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2427850.250000 Penalty: 4949.544434
	Iteration 1F: 3 clusters Score -2427850 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2431131.500000 Penalty: 4949.544434
	Iteration 2F: 3 clusters Score -2431132 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2436336.000000 Penalty: 4949.544434
	Iteration 3F: 3 clusters Score -2436336 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2440673.750000 Penalty: 4949.544434
	Iteration 4F: 3 clusters Score -2440674 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2442645.000000 Penalty: 4949.544434
	Iteration 5F: 3 clusters Score -2442645 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2443463.250000 Penalty: 4949.544434
	Iteration 6Q: 3 clusters Score -2443463 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2443732.500000 Penalty: 4949.544434
	Iteration 7Q: 3 clusters Score -2443732 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2443813.250000 Penalty: 4949.544434
	Iteration 8Q: 3 clusters Score -2443813 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2443830.500000 Penalty: 4949.544434
	Iteration 9Q: 3 clusters Score -2443830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2443849.250000 Penalty: 4949.544434
	Iteration 10Q: 3 clusters Score -2443849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2443854.250000 Penalty: 4949.544434
	Iteration 11Q: 3 clusters Score -2443854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2443857.750000 Penalty: 4949.544434
	Iteration 12Q: 3 clusters Score -2443858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2443856.250000 Penalty: 4949.544434
	Iteration 13Q: 3 clusters Score -2443856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2443859.000000 Penalty: 4949.544434
	Iteration 14Q: 3 clusters Score -2443859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2443863.000000 Penalty: 4949.544434
	Iteration 15Q: 3 clusters Score -2443863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2443864.000000 Penalty: 4949.544434
	Iteration 16Q: 3 clusters Score -2443864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2443865.000000 Penalty: 4949.544434
	Iteration 17Q: 3 clusters Score -2443865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2443865.000000 Penalty: 4949.544434
	Iteration 18F: 3 clusters Score -2443865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 21033 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 23640 members 
Mstep: Class 5 contains 165170 members 
Mstep: Class 6 contains 108812 members 
Mstep: Class 7 contains 31767 members 
Mstep: Class 8 contains 173416 members 
Mstep: Class 9 contains 5950 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 47970 members 
Mstep: Class 12 contains 76840 members 
Mstep: Class 13 contains 49526 members 
Mstep: Class 14 contains 294350 members 
Mstep: Class 15 contains 87640 members 
Mstep: Class 16 contains 7576 members 
Mstep: Class 17 contains 55435 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 13997 members 
Mstep: Class 20 contains 25806 members 
Mstep: Class 21 contains 3693 members 
Mstep: Class 22 contains 4895 members 
Mstep: Class 23 contains 4516 members 
Mstep: Class 24 contains 5777 members 
Mstep: Class 25 contains 2737 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 7570 members 
Entering Unmasked Estep 
Score: -157627120.000000 Penalty: 94085.835938
Splitting cluster 19 changes total score from -157601344.000000 to -157627120.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 21033 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 23640 members 
Mstep: Class 5 contains 165170 members 
Mstep: Class 6 contains 108812 members 
Mstep: Class 7 contains 31767 members 
Mstep: Class 8 contains 173416 members 
Mstep: Class 9 contains 5950 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 47970 members 
Mstep: Class 12 contains 76840 members 
Mstep: Class 13 contains 49526 members 
Mstep: Class 14 contains 294350 members 
Mstep: Class 15 contains 87640 members 
Mstep: Class 16 contains 7576 members 
Mstep: Class 17 contains 55435 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 13997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637872.000000 Penalty: 94085.835938
Iteration 39Q: 28 clusters Score -1.576379e+08 nChanged 25538
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 21229 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 23646 members 
Mstep: Class 5 contains 165995 members 
Mstep: Class 6 contains 108443 members 
Mstep: Class 7 contains 31487 members 
Mstep: Class 8 contains 172686 members 
Mstep: Class 9 contains 6156 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 48167 members 
Mstep: Class 12 contains 77219 members 
Mstep: Class 13 contains 49936 members 
Mstep: Class 14 contains 293369 members 
Mstep: Class 15 contains 88089 members 
Mstep: Class 16 contains 8270 members 
Mstep: Class 17 contains 55180 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 15377 members 
Mstep: Class 20 contains 24895 members 
Mstep: Class 21 contains 3713 members 
Mstep: Class 22 contains 4669 members 
Mstep: Class 23 contains 4402 members 
Mstep: Class 24 contains 6463 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 6438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157649744.000000 Penalty: 94085.835938
Iteration 40F: 28 clusters Score -1.576497e+08 nChanged 20655
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 21403 members 
Mstep: Class 3 contains 3909 members 
Mstep: Class 4 contains 23179 members 
Mstep: Class 5 contains 166631 members 
Mstep: Class 6 contains 107500 members 
Mstep: Class 7 contains 31210 members 
Mstep: Class 8 contains 170905 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 17907 members 
Mstep: Class 11 contains 48017 members 
Mstep: Class 12 contains 77573 members 
Mstep: Class 13 contains 50061 members 
Mstep: Class 14 contains 290704 members 
Mstep: Class 15 contains 88148 members 
Mstep: Class 16 contains 8910 members 
Mstep: Class 17 contains 54937 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 15415 members 
Mstep: Class 20 contains 26827 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 5119 members 
Mstep: Class 23 contains 4696 members 
Mstep: Class 24 contains 7389 members 
Mstep: Class 25 contains 2956 members 
Mstep: Class 26 contains 1012 members 
Mstep: Class 27 contains 6417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157658640.000000 Penalty: 94085.835938
Iteration 41Q: 28 clusters Score -1.576586e+08 nChanged 14279
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 21527 members 
Mstep: Class 3 contains 4062 members 
Mstep: Class 4 contains 22956 members 
Mstep: Class 5 contains 167566 members 
Mstep: Class 6 contains 106860 members 
Mstep: Class 7 contains 31016 members 
Mstep: Class 8 contains 169267 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 17999 members 
Mstep: Class 11 contains 47935 members 
Mstep: Class 12 contains 77903 members 
Mstep: Class 13 contains 50220 members 
Mstep: Class 14 contains 288713 members 
Mstep: Class 15 contains 88052 members 
Mstep: Class 16 contains 9456 members 
Mstep: Class 17 contains 54692 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 15558 members 
Mstep: Class 20 contains 28274 members 
Mstep: Class 21 contains 4202 members 
Mstep: Class 22 contains 5216 members 
Mstep: Class 23 contains 4847 members 
Mstep: Class 24 contains 8007 members 
Mstep: Class 25 contains 3246 members 
Mstep: Class 26 contains 1011 members 
Mstep: Class 27 contains 6396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157661872.000000 Penalty: 94085.835938
Iteration 42Q: 28 clusters Score -1.576619e+08 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 21631 members 
Mstep: Class 3 contains 4201 members 
Mstep: Class 4 contains 22816 members 
Mstep: Class 5 contains 168539 members 
Mstep: Class 6 contains 106436 members 
Mstep: Class 7 contains 30866 members 
Mstep: Class 8 contains 167900 members 
Mstep: Class 9 contains 6596 members 
Mstep: Class 10 contains 17974 members 
Mstep: Class 11 contains 47898 members 
Mstep: Class 12 contains 78268 members 
Mstep: Class 13 contains 50341 members 
Mstep: Class 14 contains 286837 members 
Mstep: Class 15 contains 87857 members 
Mstep: Class 16 contains 9936 members 
Mstep: Class 17 contains 54477 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 15697 members 
Mstep: Class 20 contains 29430 members 
Mstep: Class 21 contains 4324 members 
Mstep: Class 22 contains 5229 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 8477 members 
Mstep: Class 25 contains 3490 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 6402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157663040.000000 Penalty: 94085.835938
Iteration 43Q: 28 clusters Score -1.57663e+08 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 21712 members 
Mstep: Class 3 contains 4361 members 
Mstep: Class 4 contains 22740 members 
Mstep: Class 5 contains 169531 members 
Mstep: Class 6 contains 106103 members 
Mstep: Class 7 contains 30752 members 
Mstep: Class 8 contains 166796 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 17924 members 
Mstep: Class 11 contains 47874 members 
Mstep: Class 12 contains 78615 members 
Mstep: Class 13 contains 50419 members 
Mstep: Class 14 contains 285082 members 
Mstep: Class 15 contains 87686 members 
Mstep: Class 16 contains 10354 members 
Mstep: Class 17 contains 54260 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 15833 members 
Mstep: Class 20 contains 30347 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 5222 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 8842 members 
Mstep: Class 25 contains 3684 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 6398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157664784.000000 Penalty: 94085.835938
Iteration 44Q: 28 clusters Score -1.576648e+08 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 21791 members 
Mstep: Class 3 contains 4500 members 
Mstep: Class 4 contains 22719 members 
Mstep: Class 5 contains 170498 members 
Mstep: Class 6 contains 105855 members 
Mstep: Class 7 contains 30665 members 
Mstep: Class 8 contains 165962 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 10 contains 17814 members 
Mstep: Class 11 contains 47868 members 
Mstep: Class 12 contains 78953 members 
Mstep: Class 13 contains 50490 members 
Mstep: Class 14 contains 283346 members 
Mstep: Class 15 contains 87485 members 
Mstep: Class 16 contains 10688 members 
Mstep: Class 17 contains 54049 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 15986 members 
Mstep: Class 20 contains 31119 members 
Mstep: Class 21 contains 4463 members 
Mstep: Class 22 contains 5238 members 
Mstep: Class 23 contains 5070 members 
Mstep: Class 24 contains 9118 members 
Mstep: Class 25 contains 3847 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 6391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157666128.000000 Penalty: 94085.835938
Iteration 45Q: 28 clusters Score -1.576661e+08 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 21888 members 
Mstep: Class 3 contains 4654 members 
Mstep: Class 4 contains 22695 members 
Mstep: Class 5 contains 171422 members 
Mstep: Class 6 contains 105633 members 
Mstep: Class 7 contains 30574 members 
Mstep: Class 8 contains 165389 members 
Mstep: Class 9 contains 7001 members 
Mstep: Class 10 contains 17685 members 
Mstep: Class 11 contains 47875 members 
Mstep: Class 12 contains 79266 members 
Mstep: Class 13 contains 50545 members 
Mstep: Class 14 contains 281638 members 
Mstep: Class 15 contains 87229 members 
Mstep: Class 16 contains 10987 members 
Mstep: Class 17 contains 53861 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 16122 members 
Mstep: Class 20 contains 31805 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 5237 members 
Mstep: Class 23 contains 5145 members 
Mstep: Class 24 contains 9356 members 
Mstep: Class 25 contains 4000 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 6390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157667840.000000 Penalty: 94085.835938
Iteration 46Q: 28 clusters Score -1.576678e+08 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 21991 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 22672 members 
Mstep: Class 5 contains 172261 members 
Mstep: Class 6 contains 105474 members 
Mstep: Class 7 contains 30498 members 
Mstep: Class 8 contains 165098 members 
Mstep: Class 9 contains 7100 members 
Mstep: Class 10 contains 17535 members 
Mstep: Class 11 contains 47862 members 
Mstep: Class 12 contains 79546 members 
Mstep: Class 13 contains 50580 members 
Mstep: Class 14 contains 279854 members 
Mstep: Class 15 contains 87022 members 
Mstep: Class 16 contains 11282 members 
Mstep: Class 17 contains 53720 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 16263 members 
Mstep: Class 20 contains 32435 members 
Mstep: Class 21 contains 4488 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 5186 members 
Mstep: Class 24 contains 9535 members 
Mstep: Class 25 contains 4130 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 6404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157668176.000000 Penalty: 94085.835938
Iteration 47Q: 28 clusters Score -1.576682e+08 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 22104 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 22655 members 
Mstep: Class 5 contains 173048 members 
Mstep: Class 6 contains 105365 members 
Mstep: Class 7 contains 30445 members 
Mstep: Class 8 contains 165042 members 
Mstep: Class 9 contains 7187 members 
Mstep: Class 10 contains 17397 members 
Mstep: Class 11 contains 47858 members 
Mstep: Class 12 contains 79859 members 
Mstep: Class 13 contains 50559 members 
Mstep: Class 14 contains 278020 members 
Mstep: Class 15 contains 86824 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 53582 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 16390 members 
Mstep: Class 20 contains 33012 members 
Mstep: Class 21 contains 4496 members 
Mstep: Class 22 contains 5222 members 
Mstep: Class 23 contains 5212 members 
Mstep: Class 24 contains 9657 members 
Mstep: Class 25 contains 4226 members 
Mstep: Class 26 contains 1011 members 
Mstep: Class 27 contains 6419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157668928.000000 Penalty: 94085.835938
Iteration 48Q: 28 clusters Score -1.576689e+08 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 22245 members 
Mstep: Class 3 contains 5114 members 
Mstep: Class 4 contains 22645 members 
Mstep: Class 5 contains 173658 members 
Mstep: Class 6 contains 105266 members 
Mstep: Class 7 contains 30406 members 
Mstep: Class 8 contains 165266 members 
Mstep: Class 9 contains 7278 members 
Mstep: Class 10 contains 17276 members 
Mstep: Class 11 contains 47855 members 
Mstep: Class 12 contains 80169 members 
Mstep: Class 13 contains 50536 members 
Mstep: Class 14 contains 276154 members 
Mstep: Class 15 contains 86616 members 
Mstep: Class 16 contains 11754 members 
Mstep: Class 17 contains 53444 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 16536 members 
Mstep: Class 20 contains 33502 members 
Mstep: Class 21 contains 4497 members 
Mstep: Class 22 contains 5220 members 
Mstep: Class 23 contains 5240 members 
Mstep: Class 24 contains 9753 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 6431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157669424.000000 Penalty: 94085.835938
Iteration 49Q: 28 clusters Score -1.576694e+08 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 22383 members 
Mstep: Class 3 contains 5223 members 
Mstep: Class 4 contains 22639 members 
Mstep: Class 5 contains 174202 members 
Mstep: Class 6 contains 105197 members 
Mstep: Class 7 contains 30353 members 
Mstep: Class 8 contains 165667 members 
Mstep: Class 9 contains 7365 members 
Mstep: Class 10 contains 17131 members 
Mstep: Class 11 contains 47858 members 
Mstep: Class 12 contains 80484 members 
Mstep: Class 13 contains 50519 members 
Mstep: Class 14 contains 274396 members 
Mstep: Class 15 contains 86377 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 53308 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 16676 members 
Mstep: Class 20 contains 33894 members 
Mstep: Class 21 contains 4493 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 5277 members 
Mstep: Class 24 contains 9835 members 
Mstep: Class 25 contains 4354 members 
Mstep: Class 26 contains 1008 members 
Mstep: Class 27 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157670400.000000 Penalty: 94085.835938
Iteration 50Q: 28 clusters Score -1.576704e+08 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 22521 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 22632 members 
Mstep: Class 5 contains 174655 members 
Mstep: Class 6 contains 105152 members 
Mstep: Class 7 contains 30323 members 
Mstep: Class 8 contains 166103 members 
Mstep: Class 9 contains 7445 members 
Mstep: Class 10 contains 16987 members 
Mstep: Class 11 contains 47871 members 
Mstep: Class 12 contains 80818 members 
Mstep: Class 13 contains 50436 members 
Mstep: Class 14 contains 272810 members 
Mstep: Class 15 contains 86164 members 
Mstep: Class 16 contains 12104 members 
Mstep: Class 17 contains 53170 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 16791 members 
Mstep: Class 20 contains 34239 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 5309 members 
Mstep: Class 24 contains 9889 members 
Mstep: Class 25 contains 4417 members 
Mstep: Class 26 contains 1008 members 
Mstep: Class 27 contains 6446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157670544.000000 Penalty: 94085.835938
Iteration 51Q: 28 clusters Score -1.576705e+08 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 22645 members 
Mstep: Class 3 contains 5413 members 
Mstep: Class 4 contains 22628 members 
Mstep: Class 5 contains 175039 members 
Mstep: Class 6 contains 105113 members 
Mstep: Class 7 contains 30309 members 
Mstep: Class 8 contains 166582 members 
Mstep: Class 9 contains 7503 members 
Mstep: Class 10 contains 16880 members 
Mstep: Class 11 contains 47867 members 
Mstep: Class 12 contains 81154 members 
Mstep: Class 13 contains 50361 members 
Mstep: Class 14 contains 271395 members 
Mstep: Class 15 contains 85934 members 
Mstep: Class 16 contains 12231 members 
Mstep: Class 17 contains 53026 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 16880 members 
Mstep: Class 20 contains 34524 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 5326 members 
Mstep: Class 24 contains 9935 members 
Mstep: Class 25 contains 4470 members 
Mstep: Class 26 contains 1008 members 
Mstep: Class 27 contains 6458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157671232.000000 Penalty: 94085.835938
Iteration 52Q: 28 clusters Score -1.576712e+08 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 22744 members 
Mstep: Class 3 contains 5485 members 
Mstep: Class 4 contains 22620 members 
Mstep: Class 5 contains 175337 members 
Mstep: Class 6 contains 105091 members 
Mstep: Class 7 contains 30277 members 
Mstep: Class 8 contains 167074 members 
Mstep: Class 9 contains 7541 members 
Mstep: Class 10 contains 16783 members 
Mstep: Class 11 contains 47868 members 
Mstep: Class 12 contains 81490 members 
Mstep: Class 13 contains 50313 members 
Mstep: Class 14 contains 270113 members 
Mstep: Class 15 contains 85718 members 
Mstep: Class 16 contains 12367 members 
Mstep: Class 17 contains 52882 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 16973 members 
Mstep: Class 20 contains 34773 members 
Mstep: Class 21 contains 4473 members 
Mstep: Class 22 contains 5215 members 
Mstep: Class 23 contains 5344 members 
Mstep: Class 24 contains 9970 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 1008 members 
Mstep: Class 27 contains 6470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157671296.000000 Penalty: 94085.835938
Iteration 53Q: 28 clusters Score -1.576713e+08 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 22837 members 
Mstep: Class 3 contains 5550 members 
Mstep: Class 4 contains 22618 members 
Mstep: Class 5 contains 175611 members 
Mstep: Class 6 contains 105068 members 
Mstep: Class 7 contains 30250 members 
Mstep: Class 8 contains 167516 members 
Mstep: Class 9 contains 7572 members 
Mstep: Class 10 contains 16690 members 
Mstep: Class 11 contains 47873 members 
Mstep: Class 12 contains 81829 members 
Mstep: Class 13 contains 50265 members 
Mstep: Class 14 contains 268920 members 
Mstep: Class 15 contains 85518 members 
Mstep: Class 16 contains 12482 members 
Mstep: Class 17 contains 52751 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17079 members 
Mstep: Class 20 contains 34997 members 
Mstep: Class 21 contains 4457 members 
Mstep: Class 22 contains 5210 members 
Mstep: Class 23 contains 5368 members 
Mstep: Class 24 contains 10001 members 
Mstep: Class 25 contains 4524 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 6478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157672464.000000 Penalty: 94085.835938
Iteration 54Q: 28 clusters Score -1.576725e+08 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 22943 members 
Mstep: Class 3 contains 5617 members 
Mstep: Class 4 contains 22613 members 
Mstep: Class 5 contains 175822 members 
Mstep: Class 6 contains 105052 members 
Mstep: Class 7 contains 30231 members 
Mstep: Class 8 contains 167889 members 
Mstep: Class 9 contains 7596 members 
Mstep: Class 10 contains 16609 members 
Mstep: Class 11 contains 47843 members 
Mstep: Class 12 contains 82160 members 
Mstep: Class 13 contains 50228 members 
Mstep: Class 14 contains 267909 members 
Mstep: Class 15 contains 85322 members 
Mstep: Class 16 contains 12588 members 
Mstep: Class 17 contains 52626 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17161 members 
Mstep: Class 20 contains 35195 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 5212 members 
Mstep: Class 23 contains 5389 members 
Mstep: Class 24 contains 10028 members 
Mstep: Class 25 contains 4545 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 6481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157672944.000000 Penalty: 94085.835938
Iteration 55Q: 28 clusters Score -1.576729e+08 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 23019 members 
Mstep: Class 3 contains 5695 members 
Mstep: Class 4 contains 22602 members 
Mstep: Class 5 contains 175980 members 
Mstep: Class 6 contains 105031 members 
Mstep: Class 7 contains 30219 members 
Mstep: Class 8 contains 168278 members 
Mstep: Class 9 contains 7619 members 
Mstep: Class 10 contains 16523 members 
Mstep: Class 11 contains 47823 members 
Mstep: Class 12 contains 82502 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 267011 members 
Mstep: Class 15 contains 85125 members 
Mstep: Class 16 contains 12673 members 
Mstep: Class 17 contains 52485 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17241 members 
Mstep: Class 20 contains 35353 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 5207 members 
Mstep: Class 23 contains 5401 members 
Mstep: Class 24 contains 10056 members 
Mstep: Class 25 contains 4577 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 6486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157673360.000000 Penalty: 94085.835938
Iteration 56Q: 28 clusters Score -1.576734e+08 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 23093 members 
Mstep: Class 3 contains 5764 members 
Mstep: Class 4 contains 22595 members 
Mstep: Class 5 contains 176127 members 
Mstep: Class 6 contains 105020 members 
Mstep: Class 7 contains 30202 members 
Mstep: Class 8 contains 168672 members 
Mstep: Class 9 contains 7633 members 
Mstep: Class 10 contains 16428 members 
Mstep: Class 11 contains 47778 members 
Mstep: Class 12 contains 82855 members 
Mstep: Class 13 contains 50135 members 
Mstep: Class 14 contains 266199 members 
Mstep: Class 15 contains 84909 members 
Mstep: Class 16 contains 12733 members 
Mstep: Class 17 contains 52359 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17324 members 
Mstep: Class 20 contains 35506 members 
Mstep: Class 21 contains 4401 members 
Mstep: Class 22 contains 5206 members 
Mstep: Class 23 contains 5417 members 
Mstep: Class 24 contains 10068 members 
Mstep: Class 25 contains 4606 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 6487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157673904.000000 Penalty: 94085.835938
Iteration 57Q: 28 clusters Score -1.576739e+08 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 23156 members 
Mstep: Class 3 contains 5821 members 
Mstep: Class 4 contains 22584 members 
Mstep: Class 5 contains 176224 members 
Mstep: Class 6 contains 105022 members 
Mstep: Class 7 contains 30185 members 
Mstep: Class 8 contains 169098 members 
Mstep: Class 9 contains 7647 members 
Mstep: Class 10 contains 16342 members 
Mstep: Class 11 contains 47738 members 
Mstep: Class 12 contains 83202 members 
Mstep: Class 13 contains 50099 members 
Mstep: Class 14 contains 265444 members 
Mstep: Class 15 contains 84720 members 
Mstep: Class 16 contains 12772 members 
Mstep: Class 17 contains 52224 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17388 members 
Mstep: Class 20 contains 35642 members 
Mstep: Class 21 contains 4381 members 
Mstep: Class 22 contains 5205 members 
Mstep: Class 23 contains 5433 members 
Mstep: Class 24 contains 10076 members 
Mstep: Class 25 contains 4627 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 6493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674624.000000 Penalty: 94085.835938
Iteration 58Q: 28 clusters Score -1.576746e+08 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 23215 members 
Mstep: Class 3 contains 5882 members 
Mstep: Class 4 contains 22577 members 
Mstep: Class 5 contains 176304 members 
Mstep: Class 6 contains 105014 members 
Mstep: Class 7 contains 30167 members 
Mstep: Class 8 contains 169428 members 
Mstep: Class 9 contains 7657 members 
Mstep: Class 10 contains 16275 members 
Mstep: Class 11 contains 47698 members 
Mstep: Class 12 contains 83545 members 
Mstep: Class 13 contains 50043 members 
Mstep: Class 14 contains 264848 members 
Mstep: Class 15 contains 84509 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 52092 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17444 members 
Mstep: Class 20 contains 35772 members 
Mstep: Class 21 contains 4362 members 
Mstep: Class 22 contains 5202 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 10087 members 
Mstep: Class 25 contains 4644 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 6498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674848.000000 Penalty: 94085.835938
Iteration 59Q: 28 clusters Score -1.576748e+08 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 23273 members 
Mstep: Class 3 contains 5941 members 
Mstep: Class 4 contains 22576 members 
Mstep: Class 5 contains 176342 members 
Mstep: Class 6 contains 105010 members 
Mstep: Class 7 contains 30159 members 
Mstep: Class 8 contains 169741 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 16204 members 
Mstep: Class 11 contains 47659 members 
Mstep: Class 12 contains 83909 members 
Mstep: Class 13 contains 49986 members 
Mstep: Class 14 contains 264284 members 
Mstep: Class 15 contains 84298 members 
Mstep: Class 16 contains 12869 members 
Mstep: Class 17 contains 51961 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17491 members 
Mstep: Class 20 contains 35884 members 
Mstep: Class 21 contains 4345 members 
Mstep: Class 22 contains 5202 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 4664 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 6509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675168.000000 Penalty: 94085.835938
Iteration 60F: 28 clusters Score -1.576752e+08 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 23327 members 
Mstep: Class 3 contains 6019 members 
Mstep: Class 4 contains 22568 members 
Mstep: Class 5 contains 176386 members 
Mstep: Class 6 contains 105012 members 
Mstep: Class 7 contains 30145 members 
Mstep: Class 8 contains 169988 members 
Mstep: Class 9 contains 7679 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 47630 members 
Mstep: Class 12 contains 84272 members 
Mstep: Class 13 contains 49962 members 
Mstep: Class 14 contains 263810 members 
Mstep: Class 15 contains 84055 members 
Mstep: Class 16 contains 12907 members 
Mstep: Class 17 contains 51845 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17527 members 
Mstep: Class 20 contains 35964 members 
Mstep: Class 21 contains 4320 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 4698 members 
Mstep: Class 26 contains 1011 members 
Mstep: Class 27 contains 6510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675744.000000 Penalty: 94085.835938
Iteration 61Q: 28 clusters Score -1.576757e+08 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 23402 members 
Mstep: Class 3 contains 6094 members 
Mstep: Class 4 contains 22555 members 
Mstep: Class 5 contains 176394 members 
Mstep: Class 6 contains 105001 members 
Mstep: Class 7 contains 30133 members 
Mstep: Class 8 contains 170186 members 
Mstep: Class 9 contains 7687 members 
Mstep: Class 10 contains 16077 members 
Mstep: Class 11 contains 47570 members 
Mstep: Class 12 contains 84635 members 
Mstep: Class 13 contains 49954 members 
Mstep: Class 14 contains 263439 members 
Mstep: Class 15 contains 83802 members 
Mstep: Class 16 contains 12950 members 
Mstep: Class 17 contains 51736 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17575 members 
Mstep: Class 20 contains 36037 members 
Mstep: Class 21 contains 4288 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 5473 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 4723 members 
Mstep: Class 26 contains 1012 members 
Mstep: Class 27 contains 6513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157676208.000000 Penalty: 94085.835938
Iteration 62Q: 28 clusters Score -1.576762e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 23487 members 
Mstep: Class 3 contains 6171 members 
Mstep: Class 4 contains 22549 members 
Mstep: Class 5 contains 176417 members 
Mstep: Class 6 contains 104995 members 
Mstep: Class 7 contains 30116 members 
Mstep: Class 8 contains 170362 members 
Mstep: Class 9 contains 7696 members 
Mstep: Class 10 contains 16027 members 
Mstep: Class 11 contains 47522 members 
Mstep: Class 12 contains 85043 members 
Mstep: Class 13 contains 49904 members 
Mstep: Class 14 contains 263104 members 
Mstep: Class 15 contains 83533 members 
Mstep: Class 16 contains 12993 members 
Mstep: Class 17 contains 51615 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17611 members 
Mstep: Class 20 contains 36088 members 
Mstep: Class 21 contains 4262 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 5480 members 
Mstep: Class 24 contains 10130 members 
Mstep: Class 25 contains 4744 members 
Mstep: Class 26 contains 1012 members 
Mstep: Class 27 contains 6509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157676512.000000 Penalty: 94085.835938
Iteration 63Q: 28 clusters Score -1.576765e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 23607 members 
Mstep: Class 3 contains 6260 members 
Mstep: Class 4 contains 22540 members 
Mstep: Class 5 contains 176445 members 
Mstep: Class 6 contains 104981 members 
Mstep: Class 7 contains 30102 members 
Mstep: Class 8 contains 170508 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 15991 members 
Mstep: Class 11 contains 47487 members 
Mstep: Class 12 contains 85495 members 
Mstep: Class 13 contains 49828 members 
Mstep: Class 14 contains 262752 members 
Mstep: Class 15 contains 83237 members 
Mstep: Class 16 contains 13019 members 
Mstep: Class 17 contains 51475 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17644 members 
Mstep: Class 20 contains 36145 members 
Mstep: Class 21 contains 4234 members 
Mstep: Class 22 contains 5226 members 
Mstep: Class 23 contains 5489 members 
Mstep: Class 24 contains 10145 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 1012 members 
Mstep: Class 27 contains 6503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157676304.000000 Penalty: 94085.835938
Iteration 64Q: 28 clusters Score -1.576763e+08 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 23696 members 
Mstep: Class 3 contains 6350 members 
Mstep: Class 4 contains 22526 members 
Mstep: Class 5 contains 176453 members 
Mstep: Class 6 contains 104974 members 
Mstep: Class 7 contains 30098 members 
Mstep: Class 8 contains 170662 members 
Mstep: Class 9 contains 7726 members 
Mstep: Class 10 contains 15958 members 
Mstep: Class 11 contains 47472 members 
Mstep: Class 12 contains 85969 members 
Mstep: Class 13 contains 49744 members 
Mstep: Class 14 contains 262412 members 
Mstep: Class 15 contains 82963 members 
Mstep: Class 16 contains 13043 members 
Mstep: Class 17 contains 51341 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17661 members 
Mstep: Class 20 contains 36196 members 
Mstep: Class 21 contains 4197 members 
Mstep: Class 22 contains 5229 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 10158 members 
Mstep: Class 25 contains 4781 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 6506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157676128.000000 Penalty: 94085.835938
Iteration 65Q: 28 clusters Score -1.576761e+08 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 23800 members 
Mstep: Class 3 contains 6449 members 
Mstep: Class 4 contains 22510 members 
Mstep: Class 5 contains 176461 members 
Mstep: Class 6 contains 104968 members 
Mstep: Class 7 contains 30096 members 
Mstep: Class 8 contains 170751 members 
Mstep: Class 9 contains 7726 members 
Mstep: Class 10 contains 15931 members 
Mstep: Class 11 contains 47435 members 
Mstep: Class 12 contains 86460 members 
Mstep: Class 13 contains 49665 members 
Mstep: Class 14 contains 262119 members 
Mstep: Class 15 contains 82683 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 51210 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17674 members 
Mstep: Class 20 contains 36242 members 
Mstep: Class 21 contains 4158 members 
Mstep: Class 22 contains 5227 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 10161 members 
Mstep: Class 25 contains 4796 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 6518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157676304.000000 Penalty: 94085.835938
Iteration 66Q: 28 clusters Score -1.576763e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 23904 members 
Mstep: Class 3 contains 6531 members 
Mstep: Class 4 contains 22499 members 
Mstep: Class 5 contains 176510 members 
Mstep: Class 6 contains 104970 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 170787 members 
Mstep: Class 9 contains 7731 members 
Mstep: Class 10 contains 15898 members 
Mstep: Class 11 contains 47404 members 
Mstep: Class 12 contains 86988 members 
Mstep: Class 13 contains 49604 members 
Mstep: Class 14 contains 261850 members 
Mstep: Class 15 contains 82387 members 
Mstep: Class 16 contains 13089 members 
Mstep: Class 17 contains 51074 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 17685 members 
Mstep: Class 20 contains 36274 members 
Mstep: Class 21 contains 4111 members 
Mstep: Class 22 contains 5222 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 10162 members 
Mstep: Class 25 contains 4811 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 6528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157676496.000000 Penalty: 94085.835938
Iteration 67Q: 28 clusters Score -1.576765e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 23987 members 
Mstep: Class 3 contains 6620 members 
Mstep: Class 4 contains 22475 members 
Mstep: Class 5 contains 176544 members 
Mstep: Class 6 contains 104966 members 
Mstep: Class 7 contains 30086 members 
Mstep: Class 8 contains 170789 members 
Mstep: Class 9 contains 7741 members 
Mstep: Class 10 contains 15871 members 
Mstep: Class 11 contains 47373 members 
Mstep: Class 12 contains 87520 members 
Mstep: Class 13 contains 49558 members 
Mstep: Class 14 contains 261600 members 
Mstep: Class 15 contains 82097 members 
Mstep: Class 16 contains 13104 members 
Mstep: Class 17 contains 50940 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 17699 members 
Mstep: Class 20 contains 36314 members 
Mstep: Class 21 contains 4082 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 10162 members 
Mstep: Class 25 contains 4825 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 6540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157676688.000000 Penalty: 94085.835938
Iteration 68Q: 28 clusters Score -1.576767e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 24081 members 
Mstep: Class 3 contains 6715 members 
Mstep: Class 4 contains 22459 members 
Mstep: Class 5 contains 176581 members 
Mstep: Class 6 contains 104965 members 
Mstep: Class 7 contains 30087 members 
Mstep: Class 8 contains 170779 members 
Mstep: Class 9 contains 7747 members 
Mstep: Class 10 contains 15837 members 
Mstep: Class 11 contains 47337 members 
Mstep: Class 12 contains 88053 members 
Mstep: Class 13 contains 49491 members 
Mstep: Class 14 contains 261349 members 
Mstep: Class 15 contains 81814 members 
Mstep: Class 16 contains 13107 members 
Mstep: Class 17 contains 50802 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 17721 members 
Mstep: Class 20 contains 36371 members 
Mstep: Class 21 contains 4046 members 
Mstep: Class 22 contains 5218 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 10166 members 
Mstep: Class 25 contains 4836 members 
Mstep: Class 26 contains 1014 members 
Mstep: Class 27 contains 6551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157676736.000000 Penalty: 94085.835938
Iteration 69Q: 28 clusters Score -1.576767e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 24161 members 
Mstep: Class 3 contains 6819 members 
Mstep: Class 4 contains 22442 members 
Mstep: Class 5 contains 176609 members 
Mstep: Class 6 contains 104976 members 
Mstep: Class 7 contains 30086 members 
Mstep: Class 8 contains 170805 members 
Mstep: Class 9 contains 7752 members 
Mstep: Class 10 contains 15790 members 
Mstep: Class 11 contains 47283 members 
Mstep: Class 12 contains 88642 members 
Mstep: Class 13 contains 49425 members 
Mstep: Class 14 contains 261081 members 
Mstep: Class 15 contains 81536 members 
Mstep: Class 16 contains 13107 members 
Mstep: Class 17 contains 50643 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 17742 members 
Mstep: Class 20 contains 36425 members 
Mstep: Class 21 contains 3989 members 
Mstep: Class 22 contains 5219 members 
Mstep: Class 23 contains 5523 members 
Mstep: Class 24 contains 10167 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157676912.000000 Penalty: 94085.835938
Iteration 70Q: 28 clusters Score -1.576769e+08 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 6948 members 
Mstep: Class 4 contains 22420 members 
Mstep: Class 5 contains 176624 members 
Mstep: Class 6 contains 104980 members 
Mstep: Class 7 contains 30082 members 
Mstep: Class 8 contains 170849 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 15742 members 
Mstep: Class 11 contains 47250 members 
Mstep: Class 12 contains 89223 members 
Mstep: Class 13 contains 49349 members 
Mstep: Class 14 contains 260778 members 
Mstep: Class 15 contains 81269 members 
Mstep: Class 16 contains 13112 members 
Mstep: Class 17 contains 50483 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 17773 members 
Mstep: Class 20 contains 36480 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 5216 members 
Mstep: Class 23 contains 5539 members 
Mstep: Class 24 contains 10170 members 
Mstep: Class 25 contains 4857 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157677200.000000 Penalty: 94085.835938
Iteration 71Q: 28 clusters Score -1.576772e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 24301 members 
Mstep: Class 3 contains 7101 members 
Mstep: Class 4 contains 22401 members 
Mstep: Class 5 contains 176635 members 
Mstep: Class 6 contains 104979 members 
Mstep: Class 7 contains 30073 members 
Mstep: Class 8 contains 170898 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 10 contains 15708 members 
Mstep: Class 11 contains 47215 members 
Mstep: Class 12 contains 89833 members 
Mstep: Class 13 contains 49265 members 
Mstep: Class 14 contains 260491 members 
Mstep: Class 15 contains 80988 members 
Mstep: Class 16 contains 13116 members 
Mstep: Class 17 contains 50310 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 17785 members 
Mstep: Class 20 contains 36520 members 
Mstep: Class 21 contains 3842 members 
Mstep: Class 22 contains 5218 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 10177 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157677632.000000 Penalty: 94085.835938
Iteration 72Q: 28 clusters Score -1.576776e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 24348 members 
Mstep: Class 3 contains 7258 members 
Mstep: Class 4 contains 22380 members 
Mstep: Class 5 contains 176639 members 
Mstep: Class 6 contains 104974 members 
Mstep: Class 7 contains 30073 members 
Mstep: Class 8 contains 170901 members 
Mstep: Class 9 contains 7774 members 
Mstep: Class 10 contains 15689 members 
Mstep: Class 11 contains 47156 members 
Mstep: Class 12 contains 90441 members 
Mstep: Class 13 contains 49188 members 
Mstep: Class 14 contains 260294 members 
Mstep: Class 15 contains 80700 members 
Mstep: Class 16 contains 13114 members 
Mstep: Class 17 contains 50138 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 17801 members 
Mstep: Class 20 contains 36557 members 
Mstep: Class 21 contains 3790 members 
Mstep: Class 22 contains 5216 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 10186 members 
Mstep: Class 25 contains 4871 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157677968.000000 Penalty: 94085.835938
Iteration 73Q: 28 clusters Score -1.57678e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 24393 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 176670 members 
Mstep: Class 6 contains 104971 members 
Mstep: Class 7 contains 30071 members 
Mstep: Class 8 contains 170880 members 
Mstep: Class 9 contains 7782 members 
Mstep: Class 10 contains 15672 members 
Mstep: Class 11 contains 47111 members 
Mstep: Class 12 contains 91032 members 
Mstep: Class 13 contains 49130 members 
Mstep: Class 14 contains 260076 members 
Mstep: Class 15 contains 80417 members 
Mstep: Class 16 contains 13109 members 
Mstep: Class 17 contains 49950 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 17815 members 
Mstep: Class 20 contains 36603 members 
Mstep: Class 21 contains 3737 members 
Mstep: Class 22 contains 5216 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 10184 members 
Mstep: Class 25 contains 4877 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157677984.000000 Penalty: 94085.835938
Iteration 74Q: 28 clusters Score -1.57678e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 24438 members 
Mstep: Class 3 contains 7579 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 176665 members 
Mstep: Class 6 contains 104967 members 
Mstep: Class 7 contains 30062 members 
Mstep: Class 8 contains 170873 members 
Mstep: Class 9 contains 7790 members 
Mstep: Class 10 contains 15655 members 
Mstep: Class 11 contains 47071 members 
Mstep: Class 12 contains 91629 members 
Mstep: Class 13 contains 49041 members 
Mstep: Class 14 contains 259897 members 
Mstep: Class 15 contains 80155 members 
Mstep: Class 16 contains 13104 members 
Mstep: Class 17 contains 49742 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 17835 members 
Mstep: Class 20 contains 36641 members 
Mstep: Class 21 contains 3696 members 
Mstep: Class 22 contains 5216 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 10188 members 
Mstep: Class 25 contains 4885 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157678336.000000 Penalty: 94085.835938
Iteration 75Q: 28 clusters Score -1.576783e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 24457 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 176665 members 
Mstep: Class 6 contains 104969 members 
Mstep: Class 7 contains 30055 members 
Mstep: Class 8 contains 170876 members 
Mstep: Class 9 contains 7790 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 47018 members 
Mstep: Class 12 contains 92224 members 
Mstep: Class 13 contains 48953 members 
Mstep: Class 14 contains 259700 members 
Mstep: Class 15 contains 79854 members 
Mstep: Class 16 contains 13104 members 
Mstep: Class 17 contains 49563 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 17849 members 
Mstep: Class 20 contains 36687 members 
Mstep: Class 21 contains 3695 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 10192 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157678768.000000 Penalty: 94085.835938
Iteration 76Q: 28 clusters Score -1.576788e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 24481 members 
Mstep: Class 3 contains 7871 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 176640 members 
Mstep: Class 6 contains 104968 members 
Mstep: Class 7 contains 30054 members 
Mstep: Class 8 contains 170867 members 
Mstep: Class 9 contains 7797 members 
Mstep: Class 10 contains 15612 members 
Mstep: Class 11 contains 46995 members 
Mstep: Class 12 contains 92819 members 
Mstep: Class 13 contains 48892 members 
Mstep: Class 14 contains 259524 members 
Mstep: Class 15 contains 79551 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 49405 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 17865 members 
Mstep: Class 20 contains 36720 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 5216 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 10196 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157679104.000000 Penalty: 94085.835938
Iteration 77Q: 28 clusters Score -1.576791e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 24482 members 
Mstep: Class 3 contains 7973 members 
Mstep: Class 4 contains 22342 members 
Mstep: Class 5 contains 176619 members 
Mstep: Class 6 contains 104964 members 
Mstep: Class 7 contains 30054 members 
Mstep: Class 8 contains 170824 members 
Mstep: Class 9 contains 7803 members 
Mstep: Class 10 contains 15593 members 
Mstep: Class 11 contains 46951 members 
Mstep: Class 12 contains 93418 members 
Mstep: Class 13 contains 48862 members 
Mstep: Class 14 contains 259408 members 
Mstep: Class 15 contains 79221 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 49274 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 17884 members 
Mstep: Class 20 contains 36753 members 
Mstep: Class 21 contains 3682 members 
Mstep: Class 22 contains 5216 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 10194 members 
Mstep: Class 25 contains 4927 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157678992.000000 Penalty: 94085.835938
Iteration 78Q: 28 clusters Score -1.57679e+08 nChanged 2107
Entering ConstructFrom: 
Score: -157678992.000000 Penalty: 94085.835938
Entering ConstructFrom: 
Trying to split cluster 1 (20432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Entering Unmasked Estep 
Score: -2615301.750000 Penalty: 2461.364502
	Iteration 0F: 2 clusters Score -2615302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2601016.250000 Penalty: 4922.729004
	Iteration 0F: 3 clusters Score -2601016 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2605879.500000 Penalty: 4922.729004
	Iteration 1F: 3 clusters Score -2605880 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2606361.750000 Penalty: 4922.729004
	Iteration 2F: 3 clusters Score -2606362 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2606821.250000 Penalty: 4922.729004
	Iteration 3F: 3 clusters Score -2606821 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2607355.500000 Penalty: 4922.729004
	Iteration 4F: 3 clusters Score -2607356 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2608010.250000 Penalty: 4922.729004
	Iteration 5F: 3 clusters Score -2608010 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2608861.250000 Penalty: 4922.729004
	Iteration 6F: 3 clusters Score -2608861 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2609893.000000 Penalty: 4922.729004
	Iteration 7F: 3 clusters Score -2609893 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2610922.750000 Penalty: 4922.729004
	Iteration 8F: 3 clusters Score -2610923 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2611814.500000 Penalty: 4922.729004
	Iteration 9Q: 3 clusters Score -2611814 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2612413.000000 Penalty: 4922.729004
	Iteration 10Q: 3 clusters Score -2612413 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2612778.500000 Penalty: 4922.729004
	Iteration 11Q: 3 clusters Score -2612778 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2613020.250000 Penalty: 4922.729004
	Iteration 12Q: 3 clusters Score -2613020 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2613195.250000 Penalty: 4922.729004
	Iteration 13Q: 3 clusters Score -2613195 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2613298.000000 Penalty: 4922.729004
	Iteration 14Q: 3 clusters Score -2613298 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2613389.250000 Penalty: 4922.729004
	Iteration 15Q: 3 clusters Score -2613389 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2613490.750000 Penalty: 4922.729004
	Iteration 16Q: 3 clusters Score -2613491 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2613566.250000 Penalty: 4922.729004
	Iteration 17Q: 3 clusters Score -2613566 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2613616.500000 Penalty: 4922.729004
	Iteration 18Q: 3 clusters Score -2613616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2613638.750000 Penalty: 4922.729004
	Iteration 19Q: 3 clusters Score -2613639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2613645.250000 Penalty: 4922.729004
	Iteration 20F: 3 clusters Score -2613645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2613655.750000 Penalty: 4922.729004
	Iteration 21Q: 3 clusters Score -2613656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2613666.250000 Penalty: 4922.729004
	Iteration 22Q: 3 clusters Score -2613666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2613673.500000 Penalty: 4922.729004
	Iteration 23Q: 3 clusters Score -2613674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2613673.000000 Penalty: 4922.729004
	Iteration 24Q: 3 clusters Score -2613673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2613678.250000 Penalty: 4922.729004
	Iteration 25Q: 3 clusters Score -2613678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2613681.250000 Penalty: 4922.729004
	Iteration 26Q: 3 clusters Score -2613681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2613687.500000 Penalty: 4922.729004
	Iteration 27Q: 3 clusters Score -2613688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2613686.250000 Penalty: 4922.729004
	Iteration 28Q: 3 clusters Score -2613686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2613685.000000 Penalty: 4922.729004
	Iteration 29Q: 3 clusters Score -2613685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2613690.250000 Penalty: 4922.729004
	Iteration 30Q: 3 clusters Score -2613690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2613696.500000 Penalty: 4922.729004
	Iteration 31Q: 3 clusters Score -2613696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2613697.500000 Penalty: 4922.729004
	Iteration 32Q: 3 clusters Score -2613698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2613698.250000 Penalty: 4922.729004
	Iteration 33Q: 3 clusters Score -2613698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2613701.250000 Penalty: 4922.729004
	Iteration 34Q: 3 clusters Score -2613701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2613702.750000 Penalty: 4922.729004
	Iteration 35Q: 3 clusters Score -2613703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2613703.750000 Penalty: 4922.729004
	Iteration 36Q: 3 clusters Score -2613704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2613703.750000 Penalty: 4922.729004
	Iteration 37F: 3 clusters Score -2613704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Entering Unmasked Estep 
Score: -3181290.250000 Penalty: 2506.364014
	Iteration 0F: 2 clusters Score -3181290 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 12200 members 
Entering Unmasked Estep 
Score: -3164293.250000 Penalty: 5012.728027
	Iteration 0F: 3 clusters Score -3164293 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3170207.500000 Penalty: 5012.728027
	Iteration 1F: 3 clusters Score -3170208 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -3170567.500000 Penalty: 5012.728027
	Iteration 2Q: 3 clusters Score -3170568 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3170842.000000 Penalty: 5012.728027
	Iteration 3Q: 3 clusters Score -3170842 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -3171119.750000 Penalty: 5012.728027
	Iteration 4Q: 3 clusters Score -3171120 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3171428.250000 Penalty: 5012.728027
	Iteration 5Q: 3 clusters Score -3171428 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3171791.750000 Penalty: 5012.728027
	Iteration 6Q: 3 clusters Score -3171792 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3172316.000000 Penalty: 5012.728027
	Iteration 7Q: 3 clusters Score -3172316 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3173010.250000 Penalty: 5012.728027
	Iteration 8F: 3 clusters Score -3173010 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3173994.750000 Penalty: 5012.728027
	Iteration 9F: 3 clusters Score -3173995 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3175250.250000 Penalty: 5012.728027
	Iteration 10F: 3 clusters Score -3175250 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3176560.750000 Penalty: 5012.728027
	Iteration 11F: 3 clusters Score -3176561 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3177639.250000 Penalty: 5012.728027
	Iteration 12Q: 3 clusters Score -3177639 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3178459.000000 Penalty: 5012.728027
	Iteration 13Q: 3 clusters Score -3178459 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3178906.000000 Penalty: 5012.728027
	Iteration 14Q: 3 clusters Score -3178906 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3179068.750000 Penalty: 5012.728027
	Iteration 15Q: 3 clusters Score -3179069 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3179139.000000 Penalty: 5012.728027
	Iteration 16Q: 3 clusters Score -3179139 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3179169.250000 Penalty: 5012.728027
	Iteration 17Q: 3 clusters Score -3179169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3179190.000000 Penalty: 5012.728027
	Iteration 18Q: 3 clusters Score -3179190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3179209.250000 Penalty: 5012.728027
	Iteration 19Q: 3 clusters Score -3179209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3179217.750000 Penalty: 5012.728027
	Iteration 20F: 3 clusters Score -3179218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3179222.250000 Penalty: 5012.728027
	Iteration 21Q: 3 clusters Score -3179222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3179224.250000 Penalty: 5012.728027
	Iteration 22Q: 3 clusters Score -3179224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3179230.000000 Penalty: 5012.728027
	Iteration 23Q: 3 clusters Score -3179230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3179231.000000 Penalty: 5012.728027
	Iteration 24Q: 3 clusters Score -3179231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3179233.000000 Penalty: 5012.728027
	Iteration 25Q: 3 clusters Score -3179233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3179233.250000 Penalty: 5012.728027
	Iteration 26Q: 3 clusters Score -3179233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3179234.500000 Penalty: 5012.728027
	Iteration 27Q: 3 clusters Score -3179234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3179234.250000 Penalty: 5012.728027
	Iteration 28Q: 3 clusters Score -3179234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3179233.250000 Penalty: 5012.728027
	Iteration 29Q: 3 clusters Score -3179233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3179240.000000 Penalty: 5012.728027
	Iteration 30Q: 3 clusters Score -3179240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3179242.500000 Penalty: 5012.728027
	Iteration 31Q: 3 clusters Score -3179242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3179240.250000 Penalty: 5012.728027
	Iteration 32Q: 3 clusters Score -3179240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3179241.000000 Penalty: 5012.728027
	Iteration 33Q: 3 clusters Score -3179241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3179242.000000 Penalty: 5012.728027
	Iteration 34Q: 3 clusters Score -3179242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3179242.000000 Penalty: 5012.728027
	Iteration 35Q: 3 clusters Score -3179242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3179251.750000 Penalty: 5012.728027
	Iteration 36Q: 3 clusters Score -3179252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3179241.000000 Penalty: 5012.728027
	Iteration 37Q: 3 clusters Score -3179241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3179246.500000 Penalty: 5012.728027
	Iteration 38Q: 3 clusters Score -3179246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3179246.500000 Penalty: 5012.728027
	Iteration 39Q: 3 clusters Score -3179246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3179246.250000 Penalty: 5012.728027
	Iteration 40F: 3 clusters Score -3179246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3179248.250000 Penalty: 5012.728027
	Iteration 41Q: 3 clusters Score -3179248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3179256.750000 Penalty: 5012.728027
	Iteration 42Q: 3 clusters Score -3179257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3179253.750000 Penalty: 5012.728027
	Iteration 43Q: 3 clusters Score -3179254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3179259.250000 Penalty: 5012.728027
	Iteration 44Q: 3 clusters Score -3179259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3179255.500000 Penalty: 5012.728027
	Iteration 45Q: 3 clusters Score -3179256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3179255.500000 Penalty: 5012.728027
	Iteration 46Q: 3 clusters Score -3179256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3179255.500000 Penalty: 5012.728027
	Iteration 47Q: 3 clusters Score -3179256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3179256.750000 Penalty: 5012.728027
	Iteration 48Q: 3 clusters Score -3179257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3179255.750000 Penalty: 5012.728027
	Iteration 49Q: 3 clusters Score -3179256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3179255.750000 Penalty: 5012.728027
	Iteration 50F: 3 clusters Score -3179256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Entering Unmasked Estep 
Score: -976424.125000 Penalty: 2230.954590
	Iteration 0F: 2 clusters Score -976424.1 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 3954 members 
Entering Unmasked Estep 
Score: -970036.687500 Penalty: 4461.909180
	Iteration 0F: 3 clusters Score -970036.7 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -971813.562500 Penalty: 4461.909180
	Iteration 1F: 3 clusters Score -971813.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -972163.062500 Penalty: 4461.909180
	Iteration 2F: 3 clusters Score -972163.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -972507.687500 Penalty: 4461.909180
	Iteration 3F: 3 clusters Score -972507.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -972871.250000 Penalty: 4461.909180
	Iteration 4F: 3 clusters Score -972871.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -973197.500000 Penalty: 4461.909180
	Iteration 5F: 3 clusters Score -973197.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -973487.000000 Penalty: 4461.909180
	Iteration 6F: 3 clusters Score -973487 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -973727.000000 Penalty: 4461.909180
	Iteration 7Q: 3 clusters Score -973727 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -973956.875000 Penalty: 4461.909180
	Iteration 8Q: 3 clusters Score -973956.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -974141.125000 Penalty: 4461.909180
	Iteration 9Q: 3 clusters Score -974141.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -974287.125000 Penalty: 4461.909180
	Iteration 10Q: 3 clusters Score -974287.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -974421.125000 Penalty: 4461.909180
	Iteration 11Q: 3 clusters Score -974421.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -974552.187500 Penalty: 4461.909180
	Iteration 12Q: 3 clusters Score -974552.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -974663.875000 Penalty: 4461.909180
	Iteration 13Q: 3 clusters Score -974663.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -974757.812500 Penalty: 4461.909180
	Iteration 14Q: 3 clusters Score -974757.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -974835.437500 Penalty: 4461.909180
	Iteration 15Q: 3 clusters Score -974835.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -974892.375000 Penalty: 4461.909180
	Iteration 16Q: 3 clusters Score -974892.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -974935.625000 Penalty: 4461.909180
	Iteration 17Q: 3 clusters Score -974935.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -974963.187500 Penalty: 4461.909180
	Iteration 18Q: 3 clusters Score -974963.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -974991.500000 Penalty: 4461.909180
	Iteration 19Q: 3 clusters Score -974991.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -975012.250000 Penalty: 4461.909180
	Iteration 20F: 3 clusters Score -975012.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -975021.750000 Penalty: 4461.909180
	Iteration 21Q: 3 clusters Score -975021.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -975031.250000 Penalty: 4461.909180
	Iteration 22Q: 3 clusters Score -975031.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -975037.187500 Penalty: 4461.909180
	Iteration 23Q: 3 clusters Score -975037.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -975044.875000 Penalty: 4461.909180
	Iteration 24Q: 3 clusters Score -975044.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -975045.625000 Penalty: 4461.909180
	Iteration 25Q: 3 clusters Score -975045.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -975052.187500 Penalty: 4461.909180
	Iteration 26Q: 3 clusters Score -975052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -975059.187500 Penalty: 4461.909180
	Iteration 27Q: 3 clusters Score -975059.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -975061.062500 Penalty: 4461.909180
	Iteration 28Q: 3 clusters Score -975061.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -975062.562500 Penalty: 4461.909180
	Iteration 29Q: 3 clusters Score -975062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -975064.937500 Penalty: 4461.909180
	Iteration 30Q: 3 clusters Score -975064.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -975066.000000 Penalty: 4461.909180
	Iteration 31Q: 3 clusters Score -975066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -975067.312500 Penalty: 4461.909180
	Iteration 32Q: 3 clusters Score -975067.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -975067.000000 Penalty: 4461.909180
	Iteration 33Q: 3 clusters Score -975067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -975068.062500 Penalty: 4461.909180
	Iteration 34Q: 3 clusters Score -975068.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -975069.812500 Penalty: 4461.909180
	Iteration 35Q: 3 clusters Score -975069.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -975071.875000 Penalty: 4461.909180
	Iteration 36Q: 3 clusters Score -975071.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -975078.250000 Penalty: 4461.909180
	Iteration 37Q: 3 clusters Score -975078.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -975082.562500 Penalty: 4461.909180
	Iteration 38Q: 3 clusters Score -975082.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -975084.812500 Penalty: 4461.909180
	Iteration 39Q: 3 clusters Score -975084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -975086.875000 Penalty: 4461.909180
	Iteration 40F: 3 clusters Score -975086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -975088.000000 Penalty: 4461.909180
	Iteration 41Q: 3 clusters Score -975088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -975092.312500 Penalty: 4461.909180
	Iteration 42Q: 3 clusters Score -975092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -975094.437500 Penalty: 4461.909180
	Iteration 43Q: 3 clusters Score -975094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -975095.187500 Penalty: 4461.909180
	Iteration 44Q: 3 clusters Score -975095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -975099.187500 Penalty: 4461.909180
	Iteration 45Q: 3 clusters Score -975099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -975100.875000 Penalty: 4461.909180
	Iteration 46Q: 3 clusters Score -975100.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -975100.625000 Penalty: 4461.909180
	Iteration 47Q: 3 clusters Score -975100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -975100.625000 Penalty: 4461.909180
	Iteration 48F: 3 clusters Score -975100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Entering Unmasked Estep 
Score: -2782825.500000 Penalty: 2483.283203
	Iteration 0F: 2 clusters Score -2782826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2767214.250000 Penalty: 4966.566406
	Iteration 0F: 3 clusters Score -2767214 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2772829.250000 Penalty: 4966.566406
	Iteration 1F: 3 clusters Score -2772829 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2773627.000000 Penalty: 4966.566406
	Iteration 2F: 3 clusters Score -2773627 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2774576.750000 Penalty: 4966.566406
	Iteration 3F: 3 clusters Score -2774577 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2775670.250000 Penalty: 4966.566406
	Iteration 4F: 3 clusters Score -2775670 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2776663.750000 Penalty: 4966.566406
	Iteration 5F: 3 clusters Score -2776664 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2777388.000000 Penalty: 4966.566406
	Iteration 6F: 3 clusters Score -2777388 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2777922.250000 Penalty: 4966.566406
	Iteration 7Q: 3 clusters Score -2777922 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2778355.500000 Penalty: 4966.566406
	Iteration 8Q: 3 clusters Score -2778356 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2778711.000000 Penalty: 4966.566406
	Iteration 9Q: 3 clusters Score -2778711 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2779028.250000 Penalty: 4966.566406
	Iteration 10Q: 3 clusters Score -2779028 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2779290.000000 Penalty: 4966.566406
	Iteration 11Q: 3 clusters Score -2779290 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2779560.750000 Penalty: 4966.566406
	Iteration 12Q: 3 clusters Score -2779561 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2779825.250000 Penalty: 4966.566406
	Iteration 13Q: 3 clusters Score -2779825 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2780039.000000 Penalty: 4966.566406
	Iteration 14Q: 3 clusters Score -2780039 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2780233.000000 Penalty: 4966.566406
	Iteration 15Q: 3 clusters Score -2780233 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2780406.750000 Penalty: 4966.566406
	Iteration 16Q: 3 clusters Score -2780407 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2780564.250000 Penalty: 4966.566406
	Iteration 17Q: 3 clusters Score -2780564 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2780719.000000 Penalty: 4966.566406
	Iteration 18Q: 3 clusters Score -2780719 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2780871.750000 Penalty: 4966.566406
	Iteration 19Q: 3 clusters Score -2780872 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2780997.500000 Penalty: 4966.566406
	Iteration 20F: 3 clusters Score -2780998 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2781172.000000 Penalty: 4966.566406
	Iteration 21Q: 3 clusters Score -2781172 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2781319.750000 Penalty: 4966.566406
	Iteration 22Q: 3 clusters Score -2781320 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2781498.750000 Penalty: 4966.566406
	Iteration 23Q: 3 clusters Score -2781499 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2781742.500000 Penalty: 4966.566406
	Iteration 24Q: 3 clusters Score -2781742 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2782066.500000 Penalty: 4966.566406
	Iteration 25Q: 3 clusters Score -2782066 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2782623.500000 Penalty: 4966.566406
	Iteration 26Q: 3 clusters Score -2782624 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2783450.750000 Penalty: 4966.566406
	Iteration 27Q: 3 clusters Score -2783451 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2784758.500000 Penalty: 4966.566406
	Iteration 28Q: 3 clusters Score -2784758 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2785786.500000 Penalty: 4966.566406
	Iteration 29Q: 3 clusters Score -2785786 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2786094.750000 Penalty: 4966.566406
	Iteration 30Q: 3 clusters Score -2786095 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2786140.500000 Penalty: 4966.566406
	Iteration 31Q: 3 clusters Score -2786140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2786156.250000 Penalty: 4966.566406
	Iteration 32Q: 3 clusters Score -2786156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2786160.250000 Penalty: 4966.566406
	Iteration 33Q: 3 clusters Score -2786160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2786158.500000 Penalty: 4966.566406
	Iteration 34Q: 3 clusters Score -2786158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2786162.250000 Penalty: 4966.566406
	Iteration 35Q: 3 clusters Score -2786162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2786162.750000 Penalty: 4966.566406
	Iteration 36Q: 3 clusters Score -2786163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2786163.750000 Penalty: 4966.566406
	Iteration 37Q: 3 clusters Score -2786164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2786164.000000 Penalty: 4966.566406
	Iteration 38Q: 3 clusters Score -2786164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2786162.500000 Penalty: 4966.566406
	Iteration 39Q: 3 clusters Score -2786162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2786162.500000 Penalty: 4966.566406
	Iteration 40F: 3 clusters Score -2786162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 24497 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 16670 members 
Mstep: Class 5 contains 176604 members 
Mstep: Class 6 contains 104966 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 170747 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 46902 members 
Mstep: Class 12 contains 93959 members 
Mstep: Class 13 contains 48820 members 
Mstep: Class 14 contains 259341 members 
Mstep: Class 15 contains 78884 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 49181 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 17893 members 
Mstep: Class 20 contains 36785 members 
Mstep: Class 21 contains 3712 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 10194 members 
Mstep: Class 25 contains 4938 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 5650 members 
Entering Unmasked Estep 
Score: -157681760.000000 Penalty: 97570.500000
Splitting cluster 4 changes total score from -157678992.000000 to -157681760.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 5 (176604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176604 members 
Entering Unmasked Estep 
Score: -22400226.000000 Penalty: 2996.252930
	Iteration 0F: 2 clusters Score -2.240023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88421 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -22291262.000000 Penalty: 5992.505859
	Iteration 0F: 3 clusters Score -2.229126e+07 nChanged 84687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90964 members 
Mstep: Class 2 contains 85640 members 
Entering Unmasked Estep 
Score: -22340430.000000 Penalty: 5992.505859
	Iteration 1F: 3 clusters Score -2.234043e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -22341548.000000 Penalty: 5992.505859
	Iteration 2Q: 3 clusters Score -2.234155e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95855 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -22343044.000000 Penalty: 5992.505859
	Iteration 3Q: 3 clusters Score -2.234304e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Mstep: Class 2 contains 76171 members 
Entering Unmasked Estep 
Score: -22345080.000000 Penalty: 5992.505859
	Iteration 4Q: 3 clusters Score -2.234508e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107286 members 
Mstep: Class 2 contains 69318 members 
Entering Unmasked Estep 
Score: -22348348.000000 Penalty: 5992.505859
	Iteration 5Q: 3 clusters Score -2.234835e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117171 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -22354150.000000 Penalty: 5992.505859
	Iteration 6F: 3 clusters Score -2.235415e+07 nChanged 13445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130318 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -22363426.000000 Penalty: 5992.505859
	Iteration 7F: 3 clusters Score -2.236343e+07 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145237 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -22376156.000000 Penalty: 5992.505859
	Iteration 8F: 3 clusters Score -2.237616e+07 nChanged 13502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158565 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -22386528.000000 Penalty: 5992.505859
	Iteration 9F: 3 clusters Score -2.238653e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167348 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -22392730.000000 Penalty: 5992.505859
	Iteration 10F: 3 clusters Score -2.239273e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171694 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -22395760.000000 Penalty: 5992.505859
	Iteration 11Q: 3 clusters Score -2.239576e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173588 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -22397074.000000 Penalty: 5992.505859
	Iteration 12Q: 3 clusters Score -2.239707e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174316 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -22397690.000000 Penalty: 5992.505859
	Iteration 13Q: 3 clusters Score -2.239769e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174584 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -22398058.000000 Penalty: 5992.505859
	Iteration 14Q: 3 clusters Score -2.239806e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174650 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -22398410.000000 Penalty: 5992.505859
	Iteration 15Q: 3 clusters Score -2.239841e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174629 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22398642.000000 Penalty: 5992.505859
	Iteration 16Q: 3 clusters Score -2.239864e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174545 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -22398884.000000 Penalty: 5992.505859
	Iteration 17Q: 3 clusters Score -2.239888e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174448 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -22399102.000000 Penalty: 5992.505859
	Iteration 18Q: 3 clusters Score -2.23991e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174337 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -22399276.000000 Penalty: 5992.505859
	Iteration 19Q: 3 clusters Score -2.239928e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174208 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -22399396.000000 Penalty: 5992.505859
	Iteration 20F: 3 clusters Score -2.23994e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174053 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -22399598.000000 Penalty: 5992.505859
	Iteration 21Q: 3 clusters Score -2.23996e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173906 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -22399724.000000 Penalty: 5992.505859
	Iteration 22Q: 3 clusters Score -2.239972e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173748 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -22399840.000000 Penalty: 5992.505859
	Iteration 23Q: 3 clusters Score -2.239984e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173621 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -22399950.000000 Penalty: 5992.505859
	Iteration 24Q: 3 clusters Score -2.239995e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173489 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -22400066.000000 Penalty: 5992.505859
	Iteration 25Q: 3 clusters Score -2.240007e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173367 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -22400142.000000 Penalty: 5992.505859
	Iteration 26Q: 3 clusters Score -2.240014e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173244 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -22400186.000000 Penalty: 5992.505859
	Iteration 27Q: 3 clusters Score -2.240019e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173128 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -22400246.000000 Penalty: 5992.505859
	Iteration 28Q: 3 clusters Score -2.240025e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173012 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -22400332.000000 Penalty: 5992.505859
	Iteration 29Q: 3 clusters Score -2.240033e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172912 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -22400394.000000 Penalty: 5992.505859
	Iteration 30Q: 3 clusters Score -2.240039e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172819 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -22400406.000000 Penalty: 5992.505859
	Iteration 31Q: 3 clusters Score -2.240041e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172732 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -22400446.000000 Penalty: 5992.505859
	Iteration 32Q: 3 clusters Score -2.240045e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172643 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -22400474.000000 Penalty: 5992.505859
	Iteration 33Q: 3 clusters Score -2.240047e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172561 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -22400532.000000 Penalty: 5992.505859
	Iteration 34Q: 3 clusters Score -2.240053e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172491 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -22400570.000000 Penalty: 5992.505859
	Iteration 35Q: 3 clusters Score -2.240057e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172432 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -22400576.000000 Penalty: 5992.505859
	Iteration 36Q: 3 clusters Score -2.240058e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172364 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -22400602.000000 Penalty: 5992.505859
	Iteration 37Q: 3 clusters Score -2.24006e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172298 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -22400644.000000 Penalty: 5992.505859
	Iteration 38Q: 3 clusters Score -2.240064e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172238 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -22400666.000000 Penalty: 5992.505859
	Iteration 39Q: 3 clusters Score -2.240067e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172182 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -22400704.000000 Penalty: 5992.505859
	Iteration 40F: 3 clusters Score -2.24007e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172119 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -22400730.000000 Penalty: 5992.505859
	Iteration 41Q: 3 clusters Score -2.240073e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172053 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -22400794.000000 Penalty: 5992.505859
	Iteration 42Q: 3 clusters Score -2.240079e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171985 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -22400798.000000 Penalty: 5992.505859
	Iteration 43Q: 3 clusters Score -2.24008e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171923 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -22400820.000000 Penalty: 5992.505859
	Iteration 44Q: 3 clusters Score -2.240082e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171859 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -22400872.000000 Penalty: 5992.505859
	Iteration 45Q: 3 clusters Score -2.240087e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171804 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -22400890.000000 Penalty: 5992.505859
	Iteration 46Q: 3 clusters Score -2.240089e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171752 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -22400920.000000 Penalty: 5992.505859
	Iteration 47Q: 3 clusters Score -2.240092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171703 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -22400948.000000 Penalty: 5992.505859
	Iteration 48Q: 3 clusters Score -2.240095e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171649 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -22400944.000000 Penalty: 5992.505859
	Iteration 49Q: 3 clusters Score -2.240094e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171612 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -22400948.000000 Penalty: 5992.505859
	Iteration 50Q: 3 clusters Score -2.240095e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171572 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -22400938.000000 Penalty: 5992.505859
	Iteration 51Q: 3 clusters Score -2.240094e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171536 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -22400964.000000 Penalty: 5992.505859
	Iteration 52Q: 3 clusters Score -2.240096e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171499 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -22400990.000000 Penalty: 5992.505859
	Iteration 53Q: 3 clusters Score -2.240099e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171464 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -22401020.000000 Penalty: 5992.505859
	Iteration 54Q: 3 clusters Score -2.240102e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171430 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -22401042.000000 Penalty: 5992.505859
	Iteration 55Q: 3 clusters Score -2.240104e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171397 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -22401082.000000 Penalty: 5992.505859
	Iteration 56Q: 3 clusters Score -2.240108e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171361 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -22401092.000000 Penalty: 5992.505859
	Iteration 57Q: 3 clusters Score -2.240109e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171339 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -22401106.000000 Penalty: 5992.505859
	Iteration 58Q: 3 clusters Score -2.240111e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171319 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -22401124.000000 Penalty: 5992.505859
	Iteration 59Q: 3 clusters Score -2.240112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171300 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -22401124.000000 Penalty: 5992.505859
	Iteration 60F: 3 clusters Score -2.240112e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171280 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -22401144.000000 Penalty: 5992.505859
	Iteration 61Q: 3 clusters Score -2.240114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171263 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -22401144.000000 Penalty: 5992.505859
	Iteration 62Q: 3 clusters Score -2.240114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171247 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -22401148.000000 Penalty: 5992.505859
	Iteration 63Q: 3 clusters Score -2.240115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171230 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -22401166.000000 Penalty: 5992.505859
	Iteration 64Q: 3 clusters Score -2.240117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171211 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -22401170.000000 Penalty: 5992.505859
	Iteration 65Q: 3 clusters Score -2.240117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171199 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -22401150.000000 Penalty: 5992.505859
	Iteration 66Q: 3 clusters Score -2.240115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171184 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -22401162.000000 Penalty: 5992.505859
	Iteration 67Q: 3 clusters Score -2.240116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171171 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -22401152.000000 Penalty: 5992.505859
	Iteration 68Q: 3 clusters Score -2.240115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171158 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -22401164.000000 Penalty: 5992.505859
	Iteration 69Q: 3 clusters Score -2.240116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171145 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -22401186.000000 Penalty: 5992.505859
	Iteration 70Q: 3 clusters Score -2.240119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171130 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -22401194.000000 Penalty: 5992.505859
	Iteration 71Q: 3 clusters Score -2.240119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171116 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -22401218.000000 Penalty: 5992.505859
	Iteration 72Q: 3 clusters Score -2.240122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171102 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -22401208.000000 Penalty: 5992.505859
	Iteration 73Q: 3 clusters Score -2.240121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171087 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -22401190.000000 Penalty: 5992.505859
	Iteration 74Q: 3 clusters Score -2.240119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171073 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -22401204.000000 Penalty: 5992.505859
	Iteration 75Q: 3 clusters Score -2.24012e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171054 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -22401210.000000 Penalty: 5992.505859
	Iteration 76Q: 3 clusters Score -2.240121e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171026 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -22401216.000000 Penalty: 5992.505859
	Iteration 77Q: 3 clusters Score -2.240122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170998 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -22401232.000000 Penalty: 5992.505859
	Iteration 78Q: 3 clusters Score -2.240123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170984 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -22401256.000000 Penalty: 5992.505859
	Iteration 79Q: 3 clusters Score -2.240126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170965 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -22401266.000000 Penalty: 5992.505859
	Iteration 80F: 3 clusters Score -2.240127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -22401274.000000 Penalty: 5992.505859
	Iteration 81Q: 3 clusters Score -2.240127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170939 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -22401266.000000 Penalty: 5992.505859
	Iteration 82Q: 3 clusters Score -2.240127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170930 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -22401256.000000 Penalty: 5992.505859
	Iteration 83Q: 3 clusters Score -2.240126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170924 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -22401278.000000 Penalty: 5992.505859
	Iteration 84Q: 3 clusters Score -2.240128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170917 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -22401290.000000 Penalty: 5992.505859
	Iteration 85Q: 3 clusters Score -2.240129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170908 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -22401280.000000 Penalty: 5992.505859
	Iteration 86Q: 3 clusters Score -2.240128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170897 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -22401298.000000 Penalty: 5992.505859
	Iteration 87Q: 3 clusters Score -2.24013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170887 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -22401306.000000 Penalty: 5992.505859
	Iteration 88Q: 3 clusters Score -2.240131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170877 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -22401320.000000 Penalty: 5992.505859
	Iteration 89Q: 3 clusters Score -2.240132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170867 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -22401318.000000 Penalty: 5992.505859
	Iteration 90Q: 3 clusters Score -2.240132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170859 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -22401310.000000 Penalty: 5992.505859
	Iteration 91Q: 3 clusters Score -2.240131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170851 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -22401308.000000 Penalty: 5992.505859
	Iteration 92Q: 3 clusters Score -2.240131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -22401302.000000 Penalty: 5992.505859
	Iteration 93Q: 3 clusters Score -2.24013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170821 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -22401318.000000 Penalty: 5992.505859
	Iteration 94Q: 3 clusters Score -2.240132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170807 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -22401306.000000 Penalty: 5992.505859
	Iteration 95Q: 3 clusters Score -2.240131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170796 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -22401318.000000 Penalty: 5992.505859
	Iteration 96Q: 3 clusters Score -2.240132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170785 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -22401324.000000 Penalty: 5992.505859
	Iteration 97Q: 3 clusters Score -2.240132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170775 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -22401322.000000 Penalty: 5992.505859
	Iteration 98Q: 3 clusters Score -2.240132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170763 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -22401326.000000 Penalty: 5992.505859
	Iteration 99Q: 3 clusters Score -2.240133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170754 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -22401338.000000 Penalty: 5992.505859
	Iteration 100F: 3 clusters Score -2.240134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170746 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -22401324.000000 Penalty: 5992.505859
	Iteration 101Q: 3 clusters Score -2.240132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170740 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -22401324.000000 Penalty: 5992.505859
	Iteration 102Q: 3 clusters Score -2.240132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170735 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -22401322.000000 Penalty: 5992.505859
	Iteration 103Q: 3 clusters Score -2.240132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170729 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -22401342.000000 Penalty: 5992.505859
	Iteration 104Q: 3 clusters Score -2.240134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170723 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -22401328.000000 Penalty: 5992.505859
	Iteration 105Q: 3 clusters Score -2.240133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170711 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -22401362.000000 Penalty: 5992.505859
	Iteration 106Q: 3 clusters Score -2.240136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170699 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -22401366.000000 Penalty: 5992.505859
	Iteration 107Q: 3 clusters Score -2.240137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170686 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -22401358.000000 Penalty: 5992.505859
	Iteration 108Q: 3 clusters Score -2.240136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170683 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -22401340.000000 Penalty: 5992.505859
	Iteration 109Q: 3 clusters Score -2.240134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170673 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -22401350.000000 Penalty: 5992.505859
	Iteration 110Q: 3 clusters Score -2.240135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170667 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -22401362.000000 Penalty: 5992.505859
	Iteration 111Q: 3 clusters Score -2.240136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170661 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -22401356.000000 Penalty: 5992.505859
	Iteration 112Q: 3 clusters Score -2.240136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170649 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -22401366.000000 Penalty: 5992.505859
	Iteration 113Q: 3 clusters Score -2.240137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170639 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -22401394.000000 Penalty: 5992.505859
	Iteration 114Q: 3 clusters Score -2.240139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170633 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -22401398.000000 Penalty: 5992.505859
	Iteration 115Q: 3 clusters Score -2.24014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170626 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -22401392.000000 Penalty: 5992.505859
	Iteration 116Q: 3 clusters Score -2.240139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170614 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -22401396.000000 Penalty: 5992.505859
	Iteration 117Q: 3 clusters Score -2.24014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170605 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -22401396.000000 Penalty: 5992.505859
	Iteration 118Q: 3 clusters Score -2.24014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -22401394.000000 Penalty: 5992.505859
	Iteration 119Q: 3 clusters Score -2.240139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170594 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -22401398.000000 Penalty: 5992.505859
	Iteration 120F: 3 clusters Score -2.24014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170593 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -22401396.000000 Penalty: 5992.505859
	Iteration 121Q: 3 clusters Score -2.24014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170593 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -22401396.000000 Penalty: 5992.505859
	Iteration 122F: 3 clusters Score -2.24014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 24497 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 16670 members 
Mstep: Class 5 contains 170593 members 
Mstep: Class 6 contains 104966 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 170747 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 46902 members 
Mstep: Class 12 contains 93959 members 
Mstep: Class 13 contains 48820 members 
Mstep: Class 14 contains 259341 members 
Mstep: Class 15 contains 78884 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 49181 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 17893 members 
Mstep: Class 20 contains 36785 members 
Mstep: Class 21 contains 3712 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 10194 members 
Mstep: Class 25 contains 4938 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 5650 members 
Mstep: Class 29 contains 6011 members 
Entering Unmasked Estep 
Score: -157680720.000000 Penalty: 101055.156250
Splitting cluster 5 changes total score from -157678992.000000 to -157680720.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 6 (104966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104966 members 
Entering Unmasked Estep 
Score: -13207953.000000 Penalty: 2867.225098
	Iteration 0F: 2 clusters Score -1.320795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -13137841.000000 Penalty: 5734.450195
	Iteration 0F: 3 clusters Score -1.313784e+07 nChanged 49547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -13165866.000000 Penalty: 5734.450195
	Iteration 1F: 3 clusters Score -1.316587e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -13166464.000000 Penalty: 5734.450195
	Iteration 2Q: 3 clusters Score -1.316646e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -13167195.000000 Penalty: 5734.450195
	Iteration 3Q: 3 clusters Score -1.31672e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -13167987.000000 Penalty: 5734.450195
	Iteration 4Q: 3 clusters Score -1.316799e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -13169161.000000 Penalty: 5734.450195
	Iteration 5Q: 3 clusters Score -1.316916e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -13170920.000000 Penalty: 5734.450195
	Iteration 6Q: 3 clusters Score -1.317092e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -13173779.000000 Penalty: 5734.450195
	Iteration 7F: 3 clusters Score -1.317378e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -13177919.000000 Penalty: 5734.450195
	Iteration 8F: 3 clusters Score -1.317792e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -13183254.000000 Penalty: 5734.450195
	Iteration 9F: 3 clusters Score -1.318325e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -13189137.000000 Penalty: 5734.450195
	Iteration 10F: 3 clusters Score -1.318914e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -13194700.000000 Penalty: 5734.450195
	Iteration 11F: 3 clusters Score -1.31947e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94862 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -13199023.000000 Penalty: 5734.450195
	Iteration 12Q: 3 clusters Score -1.319902e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -13201867.000000 Penalty: 5734.450195
	Iteration 13Q: 3 clusters Score -1.320187e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100354 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -13203782.000000 Penalty: 5734.450195
	Iteration 14Q: 3 clusters Score -1.320378e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101460 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -13205021.000000 Penalty: 5734.450195
	Iteration 15Q: 3 clusters Score -1.320502e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101946 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -13205730.000000 Penalty: 5734.450195
	Iteration 16Q: 3 clusters Score -1.320573e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102190 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -13206040.000000 Penalty: 5734.450195
	Iteration 17Q: 3 clusters Score -1.320604e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102340 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -13206213.000000 Penalty: 5734.450195
	Iteration 18Q: 3 clusters Score -1.320621e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -13206288.000000 Penalty: 5734.450195
	Iteration 19Q: 3 clusters Score -1.320629e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -13206338.000000 Penalty: 5734.450195
	Iteration 20F: 3 clusters Score -1.320634e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -13206346.000000 Penalty: 5734.450195
	Iteration 21Q: 3 clusters Score -1.320635e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102606 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -13206399.000000 Penalty: 5734.450195
	Iteration 22Q: 3 clusters Score -1.32064e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102648 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -13206429.000000 Penalty: 5734.450195
	Iteration 23Q: 3 clusters Score -1.320643e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102679 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -13206439.000000 Penalty: 5734.450195
	Iteration 24Q: 3 clusters Score -1.320644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -13206443.000000 Penalty: 5734.450195
	Iteration 25Q: 3 clusters Score -1.320644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102700 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -13206445.000000 Penalty: 5734.450195
	Iteration 26Q: 3 clusters Score -1.320644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102701 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -13206453.000000 Penalty: 5734.450195
	Iteration 27Q: 3 clusters Score -1.320645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -13206455.000000 Penalty: 5734.450195
	Iteration 28Q: 3 clusters Score -1.320646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102708 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -13206455.000000 Penalty: 5734.450195
	Iteration 29Q: 3 clusters Score -1.320646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -13206460.000000 Penalty: 5734.450195
	Iteration 30Q: 3 clusters Score -1.320646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102726 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -13206447.000000 Penalty: 5734.450195
	Iteration 31Q: 3 clusters Score -1.320645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -13206455.000000 Penalty: 5734.450195
	Iteration 32Q: 3 clusters Score -1.320646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -13206466.000000 Penalty: 5734.450195
	Iteration 33Q: 3 clusters Score -1.320647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -13206462.000000 Penalty: 5734.450195
	Iteration 34Q: 3 clusters Score -1.320646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102750 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -13206453.000000 Penalty: 5734.450195
	Iteration 35Q: 3 clusters Score -1.320645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -13206481.000000 Penalty: 5734.450195
	Iteration 36Q: 3 clusters Score -1.320648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -13206465.000000 Penalty: 5734.450195
	Iteration 37Q: 3 clusters Score -1.320646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102773 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -13206477.000000 Penalty: 5734.450195
	Iteration 38Q: 3 clusters Score -1.320648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102780 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -13206488.000000 Penalty: 5734.450195
	Iteration 39Q: 3 clusters Score -1.320649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -13206486.000000 Penalty: 5734.450195
	Iteration 40F: 3 clusters Score -1.320649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102785 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -13206478.000000 Penalty: 5734.450195
	Iteration 41Q: 3 clusters Score -1.320648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102784 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -13206472.000000 Penalty: 5734.450195
	Iteration 42Q: 3 clusters Score -1.320647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -13206485.000000 Penalty: 5734.450195
	Iteration 43Q: 3 clusters Score -1.320648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -13206488.000000 Penalty: 5734.450195
	Iteration 44Q: 3 clusters Score -1.320649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -13206490.000000 Penalty: 5734.450195
	Iteration 45Q: 3 clusters Score -1.320649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102792 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -13206501.000000 Penalty: 5734.450195
	Iteration 46Q: 3 clusters Score -1.32065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -13206499.000000 Penalty: 5734.450195
	Iteration 47Q: 3 clusters Score -1.32065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102788 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -13206488.000000 Penalty: 5734.450195
	Iteration 48Q: 3 clusters Score -1.320649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102788 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -13206496.000000 Penalty: 5734.450195
	Iteration 49Q: 3 clusters Score -1.32065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102786 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -13206494.000000 Penalty: 5734.450195
	Iteration 50Q: 3 clusters Score -1.320649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102785 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -13206493.000000 Penalty: 5734.450195
	Iteration 51Q: 3 clusters Score -1.320649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102786 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -13206497.000000 Penalty: 5734.450195
	Iteration 52Q: 3 clusters Score -1.32065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102787 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -13206486.000000 Penalty: 5734.450195
	Iteration 53Q: 3 clusters Score -1.320649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -13206503.000000 Penalty: 5734.450195
	Iteration 54Q: 3 clusters Score -1.32065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102788 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -13206498.000000 Penalty: 5734.450195
	Iteration 55Q: 3 clusters Score -1.32065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102787 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -13206495.000000 Penalty: 5734.450195
	Iteration 56Q: 3 clusters Score -1.32065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102786 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -13206499.000000 Penalty: 5734.450195
	Iteration 57Q: 3 clusters Score -1.32065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102786 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -13206499.000000 Penalty: 5734.450195
	Iteration 58F: 3 clusters Score -1.32065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Entering Unmasked Estep 
Score: -3784298.750000 Penalty: 2557.008545
	Iteration 0F: 2 clusters Score -3784299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3763626.750000 Penalty: 5114.017090
	Iteration 0F: 3 clusters Score -3763627 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3771266.500000 Penalty: 5114.017090
	Iteration 1F: 3 clusters Score -3771266 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3772233.500000 Penalty: 5114.017090
	Iteration 2F: 3 clusters Score -3772234 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3773452.250000 Penalty: 5114.017090
	Iteration 3F: 3 clusters Score -3773452 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3774747.750000 Penalty: 5114.017090
	Iteration 4F: 3 clusters Score -3774748 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3776016.250000 Penalty: 5114.017090
	Iteration 5F: 3 clusters Score -3776016 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3777035.250000 Penalty: 5114.017090
	Iteration 6F: 3 clusters Score -3777035 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3777728.750000 Penalty: 5114.017090
	Iteration 7F: 3 clusters Score -3777729 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -3778233.250000 Penalty: 5114.017090
	Iteration 8Q: 3 clusters Score -3778233 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3778654.750000 Penalty: 5114.017090
	Iteration 9Q: 3 clusters Score -3778655 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3779014.250000 Penalty: 5114.017090
	Iteration 10Q: 3 clusters Score -3779014 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3779369.250000 Penalty: 5114.017090
	Iteration 11Q: 3 clusters Score -3779369 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -3779625.000000 Penalty: 5114.017090
	Iteration 12Q: 3 clusters Score -3779625 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3779915.250000 Penalty: 5114.017090
	Iteration 13Q: 3 clusters Score -3779915 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3780181.000000 Penalty: 5114.017090
	Iteration 14Q: 3 clusters Score -3780181 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3780457.500000 Penalty: 5114.017090
	Iteration 15Q: 3 clusters Score -3780458 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3780689.750000 Penalty: 5114.017090
	Iteration 16Q: 3 clusters Score -3780690 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3780891.750000 Penalty: 5114.017090
	Iteration 17Q: 3 clusters Score -3780892 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3781072.750000 Penalty: 5114.017090
	Iteration 18Q: 3 clusters Score -3781073 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3781239.500000 Penalty: 5114.017090
	Iteration 19Q: 3 clusters Score -3781240 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3781357.000000 Penalty: 5114.017090
	Iteration 20F: 3 clusters Score -3781357 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -3781473.750000 Penalty: 5114.017090
	Iteration 21Q: 3 clusters Score -3781474 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -3781576.000000 Penalty: 5114.017090
	Iteration 22Q: 3 clusters Score -3781576 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3781647.000000 Penalty: 5114.017090
	Iteration 23Q: 3 clusters Score -3781647 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3781714.500000 Penalty: 5114.017090
	Iteration 24Q: 3 clusters Score -3781714 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3781763.750000 Penalty: 5114.017090
	Iteration 25Q: 3 clusters Score -3781764 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3781813.250000 Penalty: 5114.017090
	Iteration 26Q: 3 clusters Score -3781813 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3781863.750000 Penalty: 5114.017090
	Iteration 27Q: 3 clusters Score -3781864 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3781902.750000 Penalty: 5114.017090
	Iteration 28Q: 3 clusters Score -3781903 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3781932.000000 Penalty: 5114.017090
	Iteration 29Q: 3 clusters Score -3781932 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3781953.750000 Penalty: 5114.017090
	Iteration 30Q: 3 clusters Score -3781954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3781982.250000 Penalty: 5114.017090
	Iteration 31Q: 3 clusters Score -3781982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -3781996.000000 Penalty: 5114.017090
	Iteration 32Q: 3 clusters Score -3781996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3782012.750000 Penalty: 5114.017090
	Iteration 33Q: 3 clusters Score -3782013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3782041.250000 Penalty: 5114.017090
	Iteration 34Q: 3 clusters Score -3782041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -3782063.000000 Penalty: 5114.017090
	Iteration 35Q: 3 clusters Score -3782063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3782082.750000 Penalty: 5114.017090
	Iteration 36Q: 3 clusters Score -3782083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -3782099.250000 Penalty: 5114.017090
	Iteration 37Q: 3 clusters Score -3782099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3782106.750000 Penalty: 5114.017090
	Iteration 38Q: 3 clusters Score -3782107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3782128.000000 Penalty: 5114.017090
	Iteration 39Q: 3 clusters Score -3782128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3782145.750000 Penalty: 5114.017090
	Iteration 40F: 3 clusters Score -3782146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -3782156.750000 Penalty: 5114.017090
	Iteration 41Q: 3 clusters Score -3782157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3782161.000000 Penalty: 5114.017090
	Iteration 42Q: 3 clusters Score -3782161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3782177.750000 Penalty: 5114.017090
	Iteration 43Q: 3 clusters Score -3782178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -3782179.000000 Penalty: 5114.017090
	Iteration 44Q: 3 clusters Score -3782179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -3782183.500000 Penalty: 5114.017090
	Iteration 45Q: 3 clusters Score -3782184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3782197.750000 Penalty: 5114.017090
	Iteration 46Q: 3 clusters Score -3782198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3782201.000000 Penalty: 5114.017090
	Iteration 47Q: 3 clusters Score -3782201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3782209.250000 Penalty: 5114.017090
	Iteration 48Q: 3 clusters Score -3782209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -3782205.000000 Penalty: 5114.017090
	Iteration 49Q: 3 clusters Score -3782205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3782206.500000 Penalty: 5114.017090
	Iteration 50Q: 3 clusters Score -3782206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -3782218.500000 Penalty: 5114.017090
	Iteration 51Q: 3 clusters Score -3782218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3782219.250000 Penalty: 5114.017090
	Iteration 52Q: 3 clusters Score -3782219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -3782218.500000 Penalty: 5114.017090
	Iteration 53Q: 3 clusters Score -3782218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3782222.000000 Penalty: 5114.017090
	Iteration 54Q: 3 clusters Score -3782222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3782222.000000 Penalty: 5114.017090
	Iteration 55Q: 3 clusters Score -3782222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3782224.250000 Penalty: 5114.017090
	Iteration 56Q: 3 clusters Score -3782224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3782229.750000 Penalty: 5114.017090
	Iteration 57Q: 3 clusters Score -3782230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3782227.000000 Penalty: 5114.017090
	Iteration 58Q: 3 clusters Score -3782227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -3782231.250000 Penalty: 5114.017090
	Iteration 59Q: 3 clusters Score -3782231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -3782237.000000 Penalty: 5114.017090
	Iteration 60F: 3 clusters Score -3782237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3782235.500000 Penalty: 5114.017090
	Iteration 61Q: 3 clusters Score -3782236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3782236.500000 Penalty: 5114.017090
	Iteration 62Q: 3 clusters Score -3782236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3782236.500000 Penalty: 5114.017090
	Iteration 63F: 3 clusters Score -3782236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (170747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170747 members 
Entering Unmasked Estep 
Score: -22090048.000000 Penalty: 2987.888672
	Iteration 0F: 2 clusters Score -2.209005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -21981168.000000 Penalty: 5975.777344
	Iteration 0F: 3 clusters Score -2.198117e+07 nChanged 81896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -22028422.000000 Penalty: 5975.777344
	Iteration 1F: 3 clusters Score -2.202842e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -22029398.000000 Penalty: 5975.777344
	Iteration 2Q: 3 clusters Score -2.20294e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 80466 members 
Entering Unmasked Estep 
Score: -22030720.000000 Penalty: 5975.777344
	Iteration 3Q: 3 clusters Score -2.203072e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92471 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -22032396.000000 Penalty: 5975.777344
	Iteration 4Q: 3 clusters Score -2.20324e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -22034704.000000 Penalty: 5975.777344
	Iteration 5Q: 3 clusters Score -2.20347e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99315 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -22037700.000000 Penalty: 5975.777344
	Iteration 6Q: 3 clusters Score -2.20377e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -22041838.000000 Penalty: 5975.777344
	Iteration 7Q: 3 clusters Score -2.204184e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -22047042.000000 Penalty: 5975.777344
	Iteration 8F: 3 clusters Score -2.204704e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118411 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -22053940.000000 Penalty: 5975.777344
	Iteration 9F: 3 clusters Score -2.205394e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126529 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -22061580.000000 Penalty: 5975.777344
	Iteration 10F: 3 clusters Score -2.206158e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134169 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -22068830.000000 Penalty: 5975.777344
	Iteration 11F: 3 clusters Score -2.206883e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140697 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -22074310.000000 Penalty: 5975.777344
	Iteration 12Q: 3 clusters Score -2.207431e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145772 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -22078426.000000 Penalty: 5975.777344
	Iteration 13Q: 3 clusters Score -2.207843e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149801 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -22081184.000000 Penalty: 5975.777344
	Iteration 14Q: 3 clusters Score -2.208118e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152865 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -22082792.000000 Penalty: 5975.777344
	Iteration 15Q: 3 clusters Score -2.208279e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155298 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -22083978.000000 Penalty: 5975.777344
	Iteration 16Q: 3 clusters Score -2.208398e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -22084856.000000 Penalty: 5975.777344
	Iteration 17Q: 3 clusters Score -2.208486e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158908 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -22085528.000000 Penalty: 5975.777344
	Iteration 18Q: 3 clusters Score -2.208553e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160245 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -22086016.000000 Penalty: 5975.777344
	Iteration 19Q: 3 clusters Score -2.208602e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161336 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -22086448.000000 Penalty: 5975.777344
	Iteration 20F: 3 clusters Score -2.208645e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162284 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -22086660.000000 Penalty: 5975.777344
	Iteration 21Q: 3 clusters Score -2.208666e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163090 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -22087024.000000 Penalty: 5975.777344
	Iteration 22Q: 3 clusters Score -2.208702e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163739 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -22087256.000000 Penalty: 5975.777344
	Iteration 23Q: 3 clusters Score -2.208726e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -22087448.000000 Penalty: 5975.777344
	Iteration 24Q: 3 clusters Score -2.208745e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164762 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -22087554.000000 Penalty: 5975.777344
	Iteration 25Q: 3 clusters Score -2.208755e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165215 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -22087662.000000 Penalty: 5975.777344
	Iteration 26Q: 3 clusters Score -2.208766e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -22087760.000000 Penalty: 5975.777344
	Iteration 27Q: 3 clusters Score -2.208776e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165827 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -22087838.000000 Penalty: 5975.777344
	Iteration 28Q: 3 clusters Score -2.208784e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166064 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -22087942.000000 Penalty: 5975.777344
	Iteration 29Q: 3 clusters Score -2.208794e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166271 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -22087982.000000 Penalty: 5975.777344
	Iteration 30Q: 3 clusters Score -2.208798e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166449 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -22087990.000000 Penalty: 5975.777344
	Iteration 31Q: 3 clusters Score -2.208799e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166587 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -22088016.000000 Penalty: 5975.777344
	Iteration 32Q: 3 clusters Score -2.208802e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166730 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -22088030.000000 Penalty: 5975.777344
	Iteration 33Q: 3 clusters Score -2.208803e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166852 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -22088050.000000 Penalty: 5975.777344
	Iteration 34Q: 3 clusters Score -2.208805e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166961 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -22088094.000000 Penalty: 5975.777344
	Iteration 35Q: 3 clusters Score -2.208809e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167061 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -22088078.000000 Penalty: 5975.777344
	Iteration 36Q: 3 clusters Score -2.208808e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167144 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -22088134.000000 Penalty: 5975.777344
	Iteration 37Q: 3 clusters Score -2.208813e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167214 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -22088156.000000 Penalty: 5975.777344
	Iteration 38Q: 3 clusters Score -2.208816e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167284 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -22088180.000000 Penalty: 5975.777344
	Iteration 39Q: 3 clusters Score -2.208818e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167346 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -22088194.000000 Penalty: 5975.777344
	Iteration 40F: 3 clusters Score -2.208819e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167407 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -22088196.000000 Penalty: 5975.777344
	Iteration 41Q: 3 clusters Score -2.20882e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167455 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -22088218.000000 Penalty: 5975.777344
	Iteration 42Q: 3 clusters Score -2.208822e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167498 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -22088234.000000 Penalty: 5975.777344
	Iteration 43Q: 3 clusters Score -2.208823e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167541 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -22088230.000000 Penalty: 5975.777344
	Iteration 44Q: 3 clusters Score -2.208823e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167588 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -22088234.000000 Penalty: 5975.777344
	Iteration 45Q: 3 clusters Score -2.208823e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167621 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -22088246.000000 Penalty: 5975.777344
	Iteration 46Q: 3 clusters Score -2.208825e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167650 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -22088230.000000 Penalty: 5975.777344
	Iteration 47Q: 3 clusters Score -2.208823e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -22088248.000000 Penalty: 5975.777344
	Iteration 48Q: 3 clusters Score -2.208825e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167703 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -22088252.000000 Penalty: 5975.777344
	Iteration 49Q: 3 clusters Score -2.208825e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167727 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -22088254.000000 Penalty: 5975.777344
	Iteration 50Q: 3 clusters Score -2.208825e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167747 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -22088254.000000 Penalty: 5975.777344
	Iteration 51Q: 3 clusters Score -2.208825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167759 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -22088254.000000 Penalty: 5975.777344
	Iteration 52Q: 3 clusters Score -2.208825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167771 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -22088254.000000 Penalty: 5975.777344
	Iteration 53Q: 3 clusters Score -2.208825e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167787 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -22088238.000000 Penalty: 5975.777344
	Iteration 54Q: 3 clusters Score -2.208824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167810 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -22088230.000000 Penalty: 5975.777344
	Iteration 55Q: 3 clusters Score -2.208823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167817 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -22088248.000000 Penalty: 5975.777344
	Iteration 56Q: 3 clusters Score -2.208825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167829 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -22088262.000000 Penalty: 5975.777344
	Iteration 57Q: 3 clusters Score -2.208826e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167853 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -22088280.000000 Penalty: 5975.777344
	Iteration 58Q: 3 clusters Score -2.208828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167869 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -22088272.000000 Penalty: 5975.777344
	Iteration 59Q: 3 clusters Score -2.208827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167881 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -22088260.000000 Penalty: 5975.777344
	Iteration 60F: 3 clusters Score -2.208826e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167893 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -22088266.000000 Penalty: 5975.777344
	Iteration 61Q: 3 clusters Score -2.208827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167903 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -22088256.000000 Penalty: 5975.777344
	Iteration 62Q: 3 clusters Score -2.208826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167914 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -22088248.000000 Penalty: 5975.777344
	Iteration 63Q: 3 clusters Score -2.208825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167925 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -22088276.000000 Penalty: 5975.777344
	Iteration 64Q: 3 clusters Score -2.208828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167932 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -22088260.000000 Penalty: 5975.777344
	Iteration 65Q: 3 clusters Score -2.208826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167939 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -22088250.000000 Penalty: 5975.777344
	Iteration 66Q: 3 clusters Score -2.208825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167949 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -22088256.000000 Penalty: 5975.777344
	Iteration 67Q: 3 clusters Score -2.208826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167958 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -22088262.000000 Penalty: 5975.777344
	Iteration 68Q: 3 clusters Score -2.208826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167961 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -22088250.000000 Penalty: 5975.777344
	Iteration 69Q: 3 clusters Score -2.208825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167965 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -22088264.000000 Penalty: 5975.777344
	Iteration 70Q: 3 clusters Score -2.208826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167967 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -22088272.000000 Penalty: 5975.777344
	Iteration 71Q: 3 clusters Score -2.208827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167972 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -22088270.000000 Penalty: 5975.777344
	Iteration 72Q: 3 clusters Score -2.208827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167977 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -22088274.000000 Penalty: 5975.777344
	Iteration 73Q: 3 clusters Score -2.208827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167982 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -22088292.000000 Penalty: 5975.777344
	Iteration 74Q: 3 clusters Score -2.208829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167983 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -22088290.000000 Penalty: 5975.777344
	Iteration 75Q: 3 clusters Score -2.208829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167988 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -22088274.000000 Penalty: 5975.777344
	Iteration 76Q: 3 clusters Score -2.208827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167990 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -22088288.000000 Penalty: 5975.777344
	Iteration 77Q: 3 clusters Score -2.208829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167991 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -22088278.000000 Penalty: 5975.777344
	Iteration 78Q: 3 clusters Score -2.208828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167994 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -22088282.000000 Penalty: 5975.777344
	Iteration 79Q: 3 clusters Score -2.208828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167996 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -22088288.000000 Penalty: 5975.777344
	Iteration 80F: 3 clusters Score -2.208829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167998 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -22088294.000000 Penalty: 5975.777344
	Iteration 81Q: 3 clusters Score -2.208829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168000 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -22088304.000000 Penalty: 5975.777344
	Iteration 82Q: 3 clusters Score -2.20883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168004 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -22088310.000000 Penalty: 5975.777344
	Iteration 83Q: 3 clusters Score -2.208831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168007 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -22088306.000000 Penalty: 5975.777344
	Iteration 84Q: 3 clusters Score -2.208831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168010 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -22088310.000000 Penalty: 5975.777344
	Iteration 85Q: 3 clusters Score -2.208831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168014 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -22088328.000000 Penalty: 5975.777344
	Iteration 86Q: 3 clusters Score -2.208833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168012 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -22088332.000000 Penalty: 5975.777344
	Iteration 87Q: 3 clusters Score -2.208833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168014 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -22088328.000000 Penalty: 5975.777344
	Iteration 88Q: 3 clusters Score -2.208833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168018 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -22088318.000000 Penalty: 5975.777344
	Iteration 89Q: 3 clusters Score -2.208832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168021 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -22088306.000000 Penalty: 5975.777344
	Iteration 90Q: 3 clusters Score -2.208831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168027 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -22088304.000000 Penalty: 5975.777344
	Iteration 91Q: 3 clusters Score -2.20883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168028 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -22088314.000000 Penalty: 5975.777344
	Iteration 92Q: 3 clusters Score -2.208831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168029 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -22088292.000000 Penalty: 5975.777344
	Iteration 93Q: 3 clusters Score -2.208829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168031 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -22088294.000000 Penalty: 5975.777344
	Iteration 94Q: 3 clusters Score -2.208829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168031 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -22088294.000000 Penalty: 5975.777344
	Iteration 95Q: 3 clusters Score -2.208829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168033 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -22088292.000000 Penalty: 5975.777344
	Iteration 96Q: 3 clusters Score -2.208829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168034 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -22088294.000000 Penalty: 5975.777344
	Iteration 97Q: 3 clusters Score -2.208829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168034 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -22088294.000000 Penalty: 5975.777344
	Iteration 98F: 3 clusters Score -2.208829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Entering Unmasked Estep 
Score: -945316.312500 Penalty: 2222.927246
	Iteration 0F: 2 clusters Score -945316.3 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 3951 members 
Entering Unmasked Estep 
Score: -939014.750000 Penalty: 4445.854492
	Iteration 0F: 3 clusters Score -939014.8 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -940714.875000 Penalty: 4445.854492
	Iteration 1F: 3 clusters Score -940714.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -940984.625000 Penalty: 4445.854492
	Iteration 2F: 3 clusters Score -940984.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -941193.937500 Penalty: 4445.854492
	Iteration 3F: 3 clusters Score -941193.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -941349.750000 Penalty: 4445.854492
	Iteration 4Q: 3 clusters Score -941349.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -941483.250000 Penalty: 4445.854492
	Iteration 5Q: 3 clusters Score -941483.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -941578.062500 Penalty: 4445.854492
	Iteration 6Q: 3 clusters Score -941578.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -941663.187500 Penalty: 4445.854492
	Iteration 7Q: 3 clusters Score -941663.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -941745.687500 Penalty: 4445.854492
	Iteration 8Q: 3 clusters Score -941745.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -941825.750000 Penalty: 4445.854492
	Iteration 9Q: 3 clusters Score -941825.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -941904.312500 Penalty: 4445.854492
	Iteration 10Q: 3 clusters Score -941904.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -941983.625000 Penalty: 4445.854492
	Iteration 11Q: 3 clusters Score -941983.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -942073.562500 Penalty: 4445.854492
	Iteration 12Q: 3 clusters Score -942073.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -942159.000000 Penalty: 4445.854492
	Iteration 13Q: 3 clusters Score -942159 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -942245.562500 Penalty: 4445.854492
	Iteration 14Q: 3 clusters Score -942245.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -942364.500000 Penalty: 4445.854492
	Iteration 15Q: 3 clusters Score -942364.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -942491.125000 Penalty: 4445.854492
	Iteration 16Q: 3 clusters Score -942491.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -942616.250000 Penalty: 4445.854492
	Iteration 17Q: 3 clusters Score -942616.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -942724.500000 Penalty: 4445.854492
	Iteration 18Q: 3 clusters Score -942724.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -942810.000000 Penalty: 4445.854492
	Iteration 19Q: 3 clusters Score -942810 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -942877.312500 Penalty: 4445.854492
	Iteration 20F: 3 clusters Score -942877.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -942933.437500 Penalty: 4445.854492
	Iteration 21Q: 3 clusters Score -942933.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -942995.062500 Penalty: 4445.854492
	Iteration 22Q: 3 clusters Score -942995.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -943053.000000 Penalty: 4445.854492
	Iteration 23Q: 3 clusters Score -943053 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -943094.937500 Penalty: 4445.854492
	Iteration 24Q: 3 clusters Score -943094.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -943121.312500 Penalty: 4445.854492
	Iteration 25Q: 3 clusters Score -943121.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -943142.500000 Penalty: 4445.854492
	Iteration 26Q: 3 clusters Score -943142.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -943164.000000 Penalty: 4445.854492
	Iteration 27Q: 3 clusters Score -943164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -943175.625000 Penalty: 4445.854492
	Iteration 28Q: 3 clusters Score -943175.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -943187.937500 Penalty: 4445.854492
	Iteration 29Q: 3 clusters Score -943187.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -943201.000000 Penalty: 4445.854492
	Iteration 30Q: 3 clusters Score -943201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -943212.125000 Penalty: 4445.854492
	Iteration 31Q: 3 clusters Score -943212.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -943226.750000 Penalty: 4445.854492
	Iteration 32Q: 3 clusters Score -943226.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -943241.000000 Penalty: 4445.854492
	Iteration 33Q: 3 clusters Score -943241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -943258.625000 Penalty: 4445.854492
	Iteration 34Q: 3 clusters Score -943258.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -943272.500000 Penalty: 4445.854492
	Iteration 35Q: 3 clusters Score -943272.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -943282.875000 Penalty: 4445.854492
	Iteration 36Q: 3 clusters Score -943282.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -943289.250000 Penalty: 4445.854492
	Iteration 37Q: 3 clusters Score -943289.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -943295.625000 Penalty: 4445.854492
	Iteration 38Q: 3 clusters Score -943295.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -943301.437500 Penalty: 4445.854492
	Iteration 39Q: 3 clusters Score -943301.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -943305.125000 Penalty: 4445.854492
	Iteration 40F: 3 clusters Score -943305.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -943311.187500 Penalty: 4445.854492
	Iteration 41Q: 3 clusters Score -943311.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -943318.500000 Penalty: 4445.854492
	Iteration 42Q: 3 clusters Score -943318.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -943326.250000 Penalty: 4445.854492
	Iteration 43Q: 3 clusters Score -943326.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -943330.875000 Penalty: 4445.854492
	Iteration 44Q: 3 clusters Score -943330.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -943335.500000 Penalty: 4445.854492
	Iteration 45Q: 3 clusters Score -943335.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -943340.250000 Penalty: 4445.854492
	Iteration 46Q: 3 clusters Score -943340.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -943348.062500 Penalty: 4445.854492
	Iteration 47Q: 3 clusters Score -943348.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -943353.312500 Penalty: 4445.854492
	Iteration 48Q: 3 clusters Score -943353.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -943358.312500 Penalty: 4445.854492
	Iteration 49Q: 3 clusters Score -943358.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -943362.625000 Penalty: 4445.854492
	Iteration 50Q: 3 clusters Score -943362.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -943367.875000 Penalty: 4445.854492
	Iteration 51Q: 3 clusters Score -943367.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -943373.500000 Penalty: 4445.854492
	Iteration 52Q: 3 clusters Score -943373.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -943376.875000 Penalty: 4445.854492
	Iteration 53Q: 3 clusters Score -943376.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -943375.625000 Penalty: 4445.854492
	Iteration 54Q: 3 clusters Score -943375.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -943381.500000 Penalty: 4445.854492
	Iteration 55Q: 3 clusters Score -943381.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -943385.875000 Penalty: 4445.854492
	Iteration 56Q: 3 clusters Score -943385.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -943390.000000 Penalty: 4445.854492
	Iteration 57Q: 3 clusters Score -943390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -943393.375000 Penalty: 4445.854492
	Iteration 58Q: 3 clusters Score -943393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -943392.562500 Penalty: 4445.854492
	Iteration 59Q: 3 clusters Score -943392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -943394.750000 Penalty: 4445.854492
	Iteration 60F: 3 clusters Score -943394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -943396.500000 Penalty: 4445.854492
	Iteration 61Q: 3 clusters Score -943396.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -943397.187500 Penalty: 4445.854492
	Iteration 62Q: 3 clusters Score -943397.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -943398.562500 Penalty: 4445.854492
	Iteration 63Q: 3 clusters Score -943398.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -943398.812500 Penalty: 4445.854492
	Iteration 64Q: 3 clusters Score -943398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -943399.375000 Penalty: 4445.854492
	Iteration 65Q: 3 clusters Score -943399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -943399.062500 Penalty: 4445.854492
	Iteration 66Q: 3 clusters Score -943399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -943400.875000 Penalty: 4445.854492
	Iteration 67Q: 3 clusters Score -943400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -943401.187500 Penalty: 4445.854492
	Iteration 68Q: 3 clusters Score -943401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -943401.812500 Penalty: 4445.854492
	Iteration 69Q: 3 clusters Score -943401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -943401.812500 Penalty: 4445.854492
	Iteration 70F: 3 clusters Score -943401.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Entering Unmasked Estep 
Score: -1844798.750000 Penalty: 2393.953125
	Iteration 0F: 2 clusters Score -1844799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1833729.000000 Penalty: 4787.906250
	Iteration 0F: 3 clusters Score -1833729 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1837625.875000 Penalty: 4787.906250
	Iteration 1F: 3 clusters Score -1837626 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1838520.875000 Penalty: 4787.906250
	Iteration 2F: 3 clusters Score -1838521 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1839511.750000 Penalty: 4787.906250
	Iteration 3F: 3 clusters Score -1839512 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1840502.000000 Penalty: 4787.906250
	Iteration 4F: 3 clusters Score -1840502 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1841519.250000 Penalty: 4787.906250
	Iteration 5F: 3 clusters Score -1841519 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1842376.375000 Penalty: 4787.906250
	Iteration 6F: 3 clusters Score -1842376 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1842966.750000 Penalty: 4787.906250
	Iteration 7Q: 3 clusters Score -1842967 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1843412.000000 Penalty: 4787.906250
	Iteration 8Q: 3 clusters Score -1843412 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1843711.750000 Penalty: 4787.906250
	Iteration 9Q: 3 clusters Score -1843712 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1843917.125000 Penalty: 4787.906250
	Iteration 10Q: 3 clusters Score -1843917 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1844062.375000 Penalty: 4787.906250
	Iteration 11Q: 3 clusters Score -1844062 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1844137.000000 Penalty: 4787.906250
	Iteration 12Q: 3 clusters Score -1844137 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1844187.875000 Penalty: 4787.906250
	Iteration 13Q: 3 clusters Score -1844188 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1844225.625000 Penalty: 4787.906250
	Iteration 14Q: 3 clusters Score -1844226 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1844253.875000 Penalty: 4787.906250
	Iteration 15Q: 3 clusters Score -1844254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1844280.000000 Penalty: 4787.906250
	Iteration 16Q: 3 clusters Score -1844280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1844300.250000 Penalty: 4787.906250
	Iteration 17Q: 3 clusters Score -1844300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1844317.000000 Penalty: 4787.906250
	Iteration 18Q: 3 clusters Score -1844317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1844331.875000 Penalty: 4787.906250
	Iteration 19Q: 3 clusters Score -1844332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1844354.750000 Penalty: 4787.906250
	Iteration 20F: 3 clusters Score -1844355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1844361.375000 Penalty: 4787.906250
	Iteration 21Q: 3 clusters Score -1844361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1844368.125000 Penalty: 4787.906250
	Iteration 22Q: 3 clusters Score -1844368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1844374.125000 Penalty: 4787.906250
	Iteration 23Q: 3 clusters Score -1844374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1844377.875000 Penalty: 4787.906250
	Iteration 24Q: 3 clusters Score -1844378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1844389.125000 Penalty: 4787.906250
	Iteration 25Q: 3 clusters Score -1844389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1844388.500000 Penalty: 4787.906250
	Iteration 26Q: 3 clusters Score -1844388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1844390.625000 Penalty: 4787.906250
	Iteration 27Q: 3 clusters Score -1844391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1844400.000000 Penalty: 4787.906250
	Iteration 28Q: 3 clusters Score -1844400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1844404.125000 Penalty: 4787.906250
	Iteration 29Q: 3 clusters Score -1844404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1844405.000000 Penalty: 4787.906250
	Iteration 30Q: 3 clusters Score -1844405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1844406.375000 Penalty: 4787.906250
	Iteration 31Q: 3 clusters Score -1844406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1844407.250000 Penalty: 4787.906250
	Iteration 32Q: 3 clusters Score -1844407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1844401.875000 Penalty: 4787.906250
	Iteration 33Q: 3 clusters Score -1844402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1844406.750000 Penalty: 4787.906250
	Iteration 34Q: 3 clusters Score -1844407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1844409.875000 Penalty: 4787.906250
	Iteration 35Q: 3 clusters Score -1844410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1844414.375000 Penalty: 4787.906250
	Iteration 36Q: 3 clusters Score -1844414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1844412.625000 Penalty: 4787.906250
	Iteration 37Q: 3 clusters Score -1844413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1844413.000000 Penalty: 4787.906250
	Iteration 38Q: 3 clusters Score -1844413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1844412.500000 Penalty: 4787.906250
	Iteration 39Q: 3 clusters Score -1844412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1844413.750000 Penalty: 4787.906250
	Iteration 40F: 3 clusters Score -1844414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1844412.625000 Penalty: 4787.906250
	Iteration 41Q: 3 clusters Score -1844413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1844413.500000 Penalty: 4787.906250
	Iteration 42Q: 3 clusters Score -1844414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1844413.500000 Penalty: 4787.906250
	Iteration 43F: 3 clusters Score -1844414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Entering Unmasked Estep 
Score: -5938482.500000 Penalty: 2667.442139
	Iteration 0F: 2 clusters Score -5938482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -5906654.000000 Penalty: 5334.884277
	Iteration 0F: 3 clusters Score -5906654 nChanged 21658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -5918582.000000 Penalty: 5334.884277
	Iteration 1F: 3 clusters Score -5918582 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -5919061.500000 Penalty: 5334.884277
	Iteration 2Q: 3 clusters Score -5919062 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -5919548.000000 Penalty: 5334.884277
	Iteration 3Q: 3 clusters Score -5919548 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -5919976.000000 Penalty: 5334.884277
	Iteration 4Q: 3 clusters Score -5919976 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -5920490.500000 Penalty: 5334.884277
	Iteration 5Q: 3 clusters Score -5920490 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -5921160.000000 Penalty: 5334.884277
	Iteration 6Q: 3 clusters Score -5921160 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -5922097.500000 Penalty: 5334.884277
	Iteration 7Q: 3 clusters Score -5922098 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -5923223.000000 Penalty: 5334.884277
	Iteration 8F: 3 clusters Score -5923223 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -5924673.500000 Penalty: 5334.884277
	Iteration 9F: 3 clusters Score -5924674 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -5926392.500000 Penalty: 5334.884277
	Iteration 10F: 3 clusters Score -5926392 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -5928391.000000 Penalty: 5334.884277
	Iteration 11F: 3 clusters Score -5928391 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -5930566.500000 Penalty: 5334.884277
	Iteration 12F: 3 clusters Score -5930566 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -5932954.000000 Penalty: 5334.884277
	Iteration 13Q: 3 clusters Score -5932954 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -5934758.500000 Penalty: 5334.884277
	Iteration 14Q: 3 clusters Score -5934758 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -5935509.000000 Penalty: 5334.884277
	Iteration 15Q: 3 clusters Score -5935509 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -5935820.000000 Penalty: 5334.884277
	Iteration 16Q: 3 clusters Score -5935820 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -5936035.500000 Penalty: 5334.884277
	Iteration 17Q: 3 clusters Score -5936036 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -5936177.500000 Penalty: 5334.884277
	Iteration 18Q: 3 clusters Score -5936178 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -5936277.000000 Penalty: 5334.884277
	Iteration 19Q: 3 clusters Score -5936277 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -5936329.000000 Penalty: 5334.884277
	Iteration 20F: 3 clusters Score -5936329 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -5936379.500000 Penalty: 5334.884277
	Iteration 21Q: 3 clusters Score -5936380 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -5936430.500000 Penalty: 5334.884277
	Iteration 22Q: 3 clusters Score -5936430 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -5936458.500000 Penalty: 5334.884277
	Iteration 23Q: 3 clusters Score -5936458 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -5936472.000000 Penalty: 5334.884277
	Iteration 24Q: 3 clusters Score -5936472 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -5936491.500000 Penalty: 5334.884277
	Iteration 25Q: 3 clusters Score -5936492 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -5936520.000000 Penalty: 5334.884277
	Iteration 26Q: 3 clusters Score -5936520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -5936535.500000 Penalty: 5334.884277
	Iteration 27Q: 3 clusters Score -5936536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -5936547.500000 Penalty: 5334.884277
	Iteration 28Q: 3 clusters Score -5936548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -5936576.500000 Penalty: 5334.884277
	Iteration 29Q: 3 clusters Score -5936576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -5936574.000000 Penalty: 5334.884277
	Iteration 30Q: 3 clusters Score -5936574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -5936578.500000 Penalty: 5334.884277
	Iteration 31Q: 3 clusters Score -5936578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -5936594.500000 Penalty: 5334.884277
	Iteration 32Q: 3 clusters Score -5936594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -5936600.000000 Penalty: 5334.884277
	Iteration 33Q: 3 clusters Score -5936600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -5936630.500000 Penalty: 5334.884277
	Iteration 34Q: 3 clusters Score -5936630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -5936627.500000 Penalty: 5334.884277
	Iteration 35Q: 3 clusters Score -5936628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -5936612.500000 Penalty: 5334.884277
	Iteration 36Q: 3 clusters Score -5936612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -5936627.000000 Penalty: 5334.884277
	Iteration 37Q: 3 clusters Score -5936627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -5936632.500000 Penalty: 5334.884277
	Iteration 38Q: 3 clusters Score -5936632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -5936630.000000 Penalty: 5334.884277
	Iteration 39Q: 3 clusters Score -5936630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -5936637.000000 Penalty: 5334.884277
	Iteration 40F: 3 clusters Score -5936637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -5936636.500000 Penalty: 5334.884277
	Iteration 41Q: 3 clusters Score -5936636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -5936634.000000 Penalty: 5334.884277
	Iteration 42Q: 3 clusters Score -5936634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -5936639.000000 Penalty: 5334.884277
	Iteration 43Q: 3 clusters Score -5936639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -5936639.000000 Penalty: 5334.884277
	Iteration 44F: 3 clusters Score -5936639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (93959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93959 members 
Entering Unmasked Estep 
Score: -11990448.000000 Penalty: 2839.752197
	Iteration 0F: 2 clusters Score -1.199045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -11927473.000000 Penalty: 5679.504395
	Iteration 0F: 3 clusters Score -1.192747e+07 nChanged 44363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -11953145.000000 Penalty: 5679.504395
	Iteration 1F: 3 clusters Score -1.195314e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -11954073.000000 Penalty: 5679.504395
	Iteration 2Q: 3 clusters Score -1.195407e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -11955292.000000 Penalty: 5679.504395
	Iteration 3Q: 3 clusters Score -1.195529e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -11957330.000000 Penalty: 5679.504395
	Iteration 4Q: 3 clusters Score -1.195733e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -11960614.000000 Penalty: 5679.504395
	Iteration 5F: 3 clusters Score -1.196061e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -11965622.000000 Penalty: 5679.504395
	Iteration 6F: 3 clusters Score -1.196562e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -11971962.000000 Penalty: 5679.504395
	Iteration 7F: 3 clusters Score -1.197196e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -11978128.000000 Penalty: 5679.504395
	Iteration 8F: 3 clusters Score -1.197813e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -11983017.000000 Penalty: 5679.504395
	Iteration 9F: 3 clusters Score -1.198302e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 90974 members 
Entering Unmasked Estep 
Score: -11985779.000000 Penalty: 5679.504395
	Iteration 10Q: 3 clusters Score -1.198578e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 92440 members 
Entering Unmasked Estep 
Score: -11987013.000000 Penalty: 5679.504395
	Iteration 11Q: 3 clusters Score -1.198701e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -11987533.000000 Penalty: 5679.504395
	Iteration 12Q: 3 clusters Score -1.198753e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 93253 members 
Entering Unmasked Estep 
Score: -11987775.000000 Penalty: 5679.504395
	Iteration 13Q: 3 clusters Score -1.198778e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
Score: -11987946.000000 Penalty: 5679.504395
	Iteration 14Q: 3 clusters Score -1.198795e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 93371 members 
Entering Unmasked Estep 
Score: -11988060.000000 Penalty: 5679.504395
	Iteration 15Q: 3 clusters Score -1.198806e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 93388 members 
Entering Unmasked Estep 
Score: -11988149.000000 Penalty: 5679.504395
	Iteration 16Q: 3 clusters Score -1.198815e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -11988232.000000 Penalty: 5679.504395
	Iteration 17Q: 3 clusters Score -1.198823e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 93393 members 
Entering Unmasked Estep 
Score: -11988292.000000 Penalty: 5679.504395
	Iteration 18Q: 3 clusters Score -1.198829e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -11988376.000000 Penalty: 5679.504395
	Iteration 19Q: 3 clusters Score -1.198838e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 93387 members 
Entering Unmasked Estep 
Score: -11988457.000000 Penalty: 5679.504395
	Iteration 20F: 3 clusters Score -1.198846e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -11988510.000000 Penalty: 5679.504395
	Iteration 21Q: 3 clusters Score -1.198851e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 93343 members 
Entering Unmasked Estep 
Score: -11988580.000000 Penalty: 5679.504395
	Iteration 22Q: 3 clusters Score -1.198858e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 93323 members 
Entering Unmasked Estep 
Score: -11988646.000000 Penalty: 5679.504395
	Iteration 23Q: 3 clusters Score -1.198865e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -11988744.000000 Penalty: 5679.504395
	Iteration 24Q: 3 clusters Score -1.198874e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 93292 members 
Entering Unmasked Estep 
Score: -11988816.000000 Penalty: 5679.504395
	Iteration 25Q: 3 clusters Score -1.198882e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -11988898.000000 Penalty: 5679.504395
	Iteration 26Q: 3 clusters Score -1.19889e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
Score: -11988952.000000 Penalty: 5679.504395
	Iteration 27Q: 3 clusters Score -1.198895e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -11989028.000000 Penalty: 5679.504395
	Iteration 28Q: 3 clusters Score -1.198903e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 93166 members 
Entering Unmasked Estep 
Score: -11989048.000000 Penalty: 5679.504395
	Iteration 29Q: 3 clusters Score -1.198905e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 93136 members 
Entering Unmasked Estep 
Score: -11989083.000000 Penalty: 5679.504395
	Iteration 30Q: 3 clusters Score -1.198908e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 93112 members 
Entering Unmasked Estep 
Score: -11989104.000000 Penalty: 5679.504395
	Iteration 31Q: 3 clusters Score -1.19891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -11989103.000000 Penalty: 5679.504395
	Iteration 32Q: 3 clusters Score -1.19891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -11989115.000000 Penalty: 5679.504395
	Iteration 33Q: 3 clusters Score -1.198912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -11989119.000000 Penalty: 5679.504395
	Iteration 34Q: 3 clusters Score -1.198912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -11989123.000000 Penalty: 5679.504395
	Iteration 35Q: 3 clusters Score -1.198912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 93065 members 
Entering Unmasked Estep 
Score: -11989122.000000 Penalty: 5679.504395
	Iteration 36Q: 3 clusters Score -1.198912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -11989124.000000 Penalty: 5679.504395
	Iteration 37Q: 3 clusters Score -1.198912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 93060 members 
Entering Unmasked Estep 
Score: -11989118.000000 Penalty: 5679.504395
	Iteration 38Q: 3 clusters Score -1.198912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -11989119.000000 Penalty: 5679.504395
	Iteration 39Q: 3 clusters Score -1.198912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -11989131.000000 Penalty: 5679.504395
	Iteration 40F: 3 clusters Score -1.198913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -11989142.000000 Penalty: 5679.504395
	Iteration 41Q: 3 clusters Score -1.198914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -11989139.000000 Penalty: 5679.504395
	Iteration 42Q: 3 clusters Score -1.198914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -11989152.000000 Penalty: 5679.504395
	Iteration 43Q: 3 clusters Score -1.198915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -11989171.000000 Penalty: 5679.504395
	Iteration 44Q: 3 clusters Score -1.198917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 92996 members 
Entering Unmasked Estep 
Score: -11989161.000000 Penalty: 5679.504395
	Iteration 45Q: 3 clusters Score -1.198916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 92988 members 
Entering Unmasked Estep 
Score: -11989161.000000 Penalty: 5679.504395
	Iteration 46Q: 3 clusters Score -1.198916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -11989170.000000 Penalty: 5679.504395
	Iteration 47Q: 3 clusters Score -1.198917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
Score: -11989161.000000 Penalty: 5679.504395
	Iteration 48Q: 3 clusters Score -1.198916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 92963 members 
Entering Unmasked Estep 
Score: -11989159.000000 Penalty: 5679.504395
	Iteration 49Q: 3 clusters Score -1.198916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 92955 members 
Entering Unmasked Estep 
Score: -11989165.000000 Penalty: 5679.504395
	Iteration 50Q: 3 clusters Score -1.198916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -11989159.000000 Penalty: 5679.504395
	Iteration 51Q: 3 clusters Score -1.198916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -11989175.000000 Penalty: 5679.504395
	Iteration 52Q: 3 clusters Score -1.198918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -11989176.000000 Penalty: 5679.504395
	Iteration 53Q: 3 clusters Score -1.198918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -11989182.000000 Penalty: 5679.504395
	Iteration 54Q: 3 clusters Score -1.198918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -11989188.000000 Penalty: 5679.504395
	Iteration 55Q: 3 clusters Score -1.198919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -11989186.000000 Penalty: 5679.504395
	Iteration 56Q: 3 clusters Score -1.198919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 92905 members 
Entering Unmasked Estep 
Score: -11989190.000000 Penalty: 5679.504395
	Iteration 57Q: 3 clusters Score -1.198919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -11989177.000000 Penalty: 5679.504395
	Iteration 58Q: 3 clusters Score -1.198918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 92900 members 
Entering Unmasked Estep 
Score: -11989182.000000 Penalty: 5679.504395
	Iteration 59Q: 3 clusters Score -1.198918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -11989183.000000 Penalty: 5679.504395
	Iteration 60F: 3 clusters Score -1.198918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 92896 members 
Entering Unmasked Estep 
Score: -11989184.000000 Penalty: 5679.504395
	Iteration 61Q: 3 clusters Score -1.198918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -11989184.000000 Penalty: 5679.504395
	Iteration 62Q: 3 clusters Score -1.198918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -11989177.000000 Penalty: 5679.504395
	Iteration 63Q: 3 clusters Score -1.198918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -11989177.000000 Penalty: 5679.504395
	Iteration 64F: 3 clusters Score -1.198918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Entering Unmasked Estep 
Score: -5869513.500000 Penalty: 2677.382080
	Iteration 0F: 2 clusters Score -5869514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -5836612.000000 Penalty: 5354.764160
	Iteration 0F: 3 clusters Score -5836612 nChanged 22455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -5849637.500000 Penalty: 5354.764160
	Iteration 1F: 3 clusters Score -5849638 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -5850654.500000 Penalty: 5354.764160
	Iteration 2F: 3 clusters Score -5850654 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -5851841.500000 Penalty: 5354.764160
	Iteration 3F: 3 clusters Score -5851842 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -5853270.500000 Penalty: 5354.764160
	Iteration 4F: 3 clusters Score -5853270 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -5854965.000000 Penalty: 5354.764160
	Iteration 5F: 3 clusters Score -5854965 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -5856941.000000 Penalty: 5354.764160
	Iteration 6F: 3 clusters Score -5856941 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -5859077.000000 Penalty: 5354.764160
	Iteration 7F: 3 clusters Score -5859077 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -5861301.000000 Penalty: 5354.764160
	Iteration 8F: 3 clusters Score -5861301 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -5863154.000000 Penalty: 5354.764160
	Iteration 9Q: 3 clusters Score -5863154 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -5864524.500000 Penalty: 5354.764160
	Iteration 10Q: 3 clusters Score -5864524 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -5865440.000000 Penalty: 5354.764160
	Iteration 11Q: 3 clusters Score -5865440 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -5865998.000000 Penalty: 5354.764160
	Iteration 12Q: 3 clusters Score -5865998 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -5866373.000000 Penalty: 5354.764160
	Iteration 13Q: 3 clusters Score -5866373 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -5866641.000000 Penalty: 5354.764160
	Iteration 14Q: 3 clusters Score -5866641 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -5866818.500000 Penalty: 5354.764160
	Iteration 15Q: 3 clusters Score -5866818 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -5866972.500000 Penalty: 5354.764160
	Iteration 16Q: 3 clusters Score -5866972 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -5867082.500000 Penalty: 5354.764160
	Iteration 17Q: 3 clusters Score -5867082 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -5867191.000000 Penalty: 5354.764160
	Iteration 18Q: 3 clusters Score -5867191 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -5867267.500000 Penalty: 5354.764160
	Iteration 19Q: 3 clusters Score -5867268 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -5867363.500000 Penalty: 5354.764160
	Iteration 20F: 3 clusters Score -5867364 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -5867444.500000 Penalty: 5354.764160
	Iteration 21Q: 3 clusters Score -5867444 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -5867496.500000 Penalty: 5354.764160
	Iteration 22Q: 3 clusters Score -5867496 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -5867572.500000 Penalty: 5354.764160
	Iteration 23Q: 3 clusters Score -5867572 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -5867634.000000 Penalty: 5354.764160
	Iteration 24Q: 3 clusters Score -5867634 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -5867682.000000 Penalty: 5354.764160
	Iteration 25Q: 3 clusters Score -5867682 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -5867758.000000 Penalty: 5354.764160
	Iteration 26Q: 3 clusters Score -5867758 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -5867790.000000 Penalty: 5354.764160
	Iteration 27Q: 3 clusters Score -5867790 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -5867840.500000 Penalty: 5354.764160
	Iteration 28Q: 3 clusters Score -5867840 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -5867871.000000 Penalty: 5354.764160
	Iteration 29Q: 3 clusters Score -5867871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -5867917.000000 Penalty: 5354.764160
	Iteration 30Q: 3 clusters Score -5867917 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -5867961.500000 Penalty: 5354.764160
	Iteration 31Q: 3 clusters Score -5867962 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -5867973.000000 Penalty: 5354.764160
	Iteration 32Q: 3 clusters Score -5867973 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -5868010.000000 Penalty: 5354.764160
	Iteration 33Q: 3 clusters Score -5868010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -5868031.000000 Penalty: 5354.764160
	Iteration 34Q: 3 clusters Score -5868031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -5868045.000000 Penalty: 5354.764160
	Iteration 35Q: 3 clusters Score -5868045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -5868043.000000 Penalty: 5354.764160
	Iteration 36Q: 3 clusters Score -5868043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -5868056.000000 Penalty: 5354.764160
	Iteration 37Q: 3 clusters Score -5868056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -5868059.500000 Penalty: 5354.764160
	Iteration 38Q: 3 clusters Score -5868060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -5868066.000000 Penalty: 5354.764160
	Iteration 39Q: 3 clusters Score -5868066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -5868078.000000 Penalty: 5354.764160
	Iteration 40F: 3 clusters Score -5868078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -5868091.500000 Penalty: 5354.764160
	Iteration 41Q: 3 clusters Score -5868092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -5868092.000000 Penalty: 5354.764160
	Iteration 42Q: 3 clusters Score -5868092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -5868090.500000 Penalty: 5354.764160
	Iteration 43Q: 3 clusters Score -5868090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -5868093.500000 Penalty: 5354.764160
	Iteration 44Q: 3 clusters Score -5868094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -5868100.000000 Penalty: 5354.764160
	Iteration 45Q: 3 clusters Score -5868100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -5868115.500000 Penalty: 5354.764160
	Iteration 46Q: 3 clusters Score -5868116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -5868120.500000 Penalty: 5354.764160
	Iteration 47Q: 3 clusters Score -5868120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -5868125.000000 Penalty: 5354.764160
	Iteration 48Q: 3 clusters Score -5868125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -5868134.000000 Penalty: 5354.764160
	Iteration 49Q: 3 clusters Score -5868134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -5868130.000000 Penalty: 5354.764160
	Iteration 50Q: 3 clusters Score -5868130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -5868132.500000 Penalty: 5354.764160
	Iteration 51Q: 3 clusters Score -5868132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -5868138.000000 Penalty: 5354.764160
	Iteration 52Q: 3 clusters Score -5868138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -5868140.000000 Penalty: 5354.764160
	Iteration 53Q: 3 clusters Score -5868140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -5868136.500000 Penalty: 5354.764160
	Iteration 54Q: 3 clusters Score -5868136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -5868148.000000 Penalty: 5354.764160
	Iteration 55Q: 3 clusters Score -5868148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -5868148.500000 Penalty: 5354.764160
	Iteration 56Q: 3 clusters Score -5868148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -5868160.500000 Penalty: 5354.764160
	Iteration 57Q: 3 clusters Score -5868160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -5868164.000000 Penalty: 5354.764160
	Iteration 58Q: 3 clusters Score -5868164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -5868167.000000 Penalty: 5354.764160
	Iteration 59Q: 3 clusters Score -5868167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -5868172.000000 Penalty: 5354.764160
	Iteration 60F: 3 clusters Score -5868172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -5868179.500000 Penalty: 5354.764160
	Iteration 61Q: 3 clusters Score -5868180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -5868180.500000 Penalty: 5354.764160
	Iteration 62Q: 3 clusters Score -5868180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -5868179.500000 Penalty: 5354.764160
	Iteration 63Q: 3 clusters Score -5868180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -5868173.500000 Penalty: 5354.764160
	Iteration 64Q: 3 clusters Score -5868174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -5868178.000000 Penalty: 5354.764160
	Iteration 65Q: 3 clusters Score -5868178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -5868180.000000 Penalty: 5354.764160
	Iteration 66Q: 3 clusters Score -5868180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -5868185.000000 Penalty: 5354.764160
	Iteration 67Q: 3 clusters Score -5868185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -5868185.500000 Penalty: 5354.764160
	Iteration 68Q: 3 clusters Score -5868186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -5868187.500000 Penalty: 5354.764160
	Iteration 69Q: 3 clusters Score -5868188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -5868188.000000 Penalty: 5354.764160
	Iteration 70Q: 3 clusters Score -5868188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -5868188.000000 Penalty: 5354.764160
	Iteration 71F: 3 clusters Score -5868188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (259341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259341 members 
Entering Unmasked Estep 
Score: -33508298.000000 Penalty: 3091.542969
	Iteration 0F: 2 clusters Score -3.35083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129309 members 
Mstep: Class 2 contains 130032 members 
Entering Unmasked Estep 
Score: -33352450.000000 Penalty: 6183.085938
	Iteration 0F: 3 clusters Score -3.335245e+07 nChanged 125309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122674 members 
Mstep: Class 2 contains 136667 members 
Entering Unmasked Estep 
Score: -33427078.000000 Penalty: 6183.085938
	Iteration 1F: 3 clusters Score -3.342708e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119263 members 
Mstep: Class 2 contains 140078 members 
Entering Unmasked Estep 
Score: -33429192.000000 Penalty: 6183.085938
	Iteration 2Q: 3 clusters Score -3.342919e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114366 members 
Mstep: Class 2 contains 144975 members 
Entering Unmasked Estep 
Score: -33433074.000000 Penalty: 6183.085938
	Iteration 3Q: 3 clusters Score -3.343307e+07 nChanged 13436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107360 members 
Mstep: Class 2 contains 151981 members 
Entering Unmasked Estep 
Score: -33439612.000000 Penalty: 6183.085938
	Iteration 4F: 3 clusters Score -3.343961e+07 nChanged 16804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98652 members 
Mstep: Class 2 contains 160689 members 
Entering Unmasked Estep 
Score: -33450584.000000 Penalty: 6183.085938
	Iteration 5F: 3 clusters Score -3.345058e+07 nChanged 19020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 169613 members 
Entering Unmasked Estep 
Score: -33465434.000000 Penalty: 6183.085938
	Iteration 6F: 3 clusters Score -3.346543e+07 nChanged 18818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84574 members 
Mstep: Class 2 contains 174767 members 
Entering Unmasked Estep 
Score: -33479990.000000 Penalty: 6183.085938
	Iteration 7F: 3 clusters Score -3.347999e+07 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83279 members 
Mstep: Class 2 contains 176062 members 
Entering Unmasked Estep 
Score: -33486964.000000 Penalty: 6183.085938
	Iteration 8F: 3 clusters Score -3.348696e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 175865 members 
Entering Unmasked Estep 
Score: -33488918.000000 Penalty: 6183.085938
	Iteration 9Q: 3 clusters Score -3.348892e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 175319 members 
Entering Unmasked Estep 
Score: -33489584.000000 Penalty: 6183.085938
	Iteration 10Q: 3 clusters Score -3.348958e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84739 members 
Mstep: Class 2 contains 174602 members 
Entering Unmasked Estep 
Score: -33490136.000000 Penalty: 6183.085938
	Iteration 11Q: 3 clusters Score -3.349014e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 173838 members 
Entering Unmasked Estep 
Score: -33490678.000000 Penalty: 6183.085938
	Iteration 12Q: 3 clusters Score -3.349068e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 173053 members 
Entering Unmasked Estep 
Score: -33491320.000000 Penalty: 6183.085938
	Iteration 13Q: 3 clusters Score -3.349132e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -33491844.000000 Penalty: 6183.085938
	Iteration 14Q: 3 clusters Score -3.349184e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 171459 members 
Entering Unmasked Estep 
Score: -33492336.000000 Penalty: 6183.085938
	Iteration 15Q: 3 clusters Score -3.349234e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 170646 members 
Entering Unmasked Estep 
Score: -33492704.000000 Penalty: 6183.085938
	Iteration 16Q: 3 clusters Score -3.34927e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89496 members 
Mstep: Class 2 contains 169845 members 
Entering Unmasked Estep 
Score: -33493398.000000 Penalty: 6183.085938
	Iteration 17Q: 3 clusters Score -3.34934e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90271 members 
Mstep: Class 2 contains 169070 members 
Entering Unmasked Estep 
Score: -33493940.000000 Penalty: 6183.085938
	Iteration 18Q: 3 clusters Score -3.349394e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 168351 members 
Entering Unmasked Estep 
Score: -33494540.000000 Penalty: 6183.085938
	Iteration 19Q: 3 clusters Score -3.349454e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 167609 members 
Entering Unmasked Estep 
Score: -33495038.000000 Penalty: 6183.085938
	Iteration 20F: 3 clusters Score -3.349504e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 166771 members 
Entering Unmasked Estep 
Score: -33495390.000000 Penalty: 6183.085938
	Iteration 21Q: 3 clusters Score -3.349539e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 165950 members 
Entering Unmasked Estep 
Score: -33495806.000000 Penalty: 6183.085938
	Iteration 22Q: 3 clusters Score -3.349581e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 165259 members 
Entering Unmasked Estep 
Score: -33496118.000000 Penalty: 6183.085938
	Iteration 23Q: 3 clusters Score -3.349612e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94689 members 
Mstep: Class 2 contains 164652 members 
Entering Unmasked Estep 
Score: -33496524.000000 Penalty: 6183.085938
	Iteration 24Q: 3 clusters Score -3.349652e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 164126 members 
Entering Unmasked Estep 
Score: -33496790.000000 Penalty: 6183.085938
	Iteration 25Q: 3 clusters Score -3.349679e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 163572 members 
Entering Unmasked Estep 
Score: -33497052.000000 Penalty: 6183.085938
	Iteration 26Q: 3 clusters Score -3.349705e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 163029 members 
Entering Unmasked Estep 
Score: -33497344.000000 Penalty: 6183.085938
	Iteration 27Q: 3 clusters Score -3.349734e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96851 members 
Mstep: Class 2 contains 162490 members 
Entering Unmasked Estep 
Score: -33497598.000000 Penalty: 6183.085938
	Iteration 28Q: 3 clusters Score -3.34976e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 161945 members 
Entering Unmasked Estep 
Score: -33497752.000000 Penalty: 6183.085938
	Iteration 29Q: 3 clusters Score -3.349775e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 161479 members 
Entering Unmasked Estep 
Score: -33497884.000000 Penalty: 6183.085938
	Iteration 30Q: 3 clusters Score -3.349788e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98295 members 
Mstep: Class 2 contains 161046 members 
Entering Unmasked Estep 
Score: -33497984.000000 Penalty: 6183.085938
	Iteration 31Q: 3 clusters Score -3.349798e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98663 members 
Mstep: Class 2 contains 160678 members 
Entering Unmasked Estep 
Score: -33498162.000000 Penalty: 6183.085938
	Iteration 32Q: 3 clusters Score -3.349816e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 160356 members 
Entering Unmasked Estep 
Score: -33498196.000000 Penalty: 6183.085938
	Iteration 33Q: 3 clusters Score -3.34982e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 160054 members 
Entering Unmasked Estep 
Score: -33498292.000000 Penalty: 6183.085938
	Iteration 34Q: 3 clusters Score -3.349829e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 159805 members 
Entering Unmasked Estep 
Score: -33498360.000000 Penalty: 6183.085938
	Iteration 35Q: 3 clusters Score -3.349836e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 159580 members 
Entering Unmasked Estep 
Score: -33498436.000000 Penalty: 6183.085938
	Iteration 36Q: 3 clusters Score -3.349844e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 159392 members 
Entering Unmasked Estep 
Score: -33498624.000000 Penalty: 6183.085938
	Iteration 37Q: 3 clusters Score -3.349862e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100085 members 
Mstep: Class 2 contains 159256 members 
Entering Unmasked Estep 
Score: -33498686.000000 Penalty: 6183.085938
	Iteration 38Q: 3 clusters Score -3.349869e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 159124 members 
Entering Unmasked Estep 
Score: -33498814.000000 Penalty: 6183.085938
	Iteration 39Q: 3 clusters Score -3.349881e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100340 members 
Mstep: Class 2 contains 159001 members 
Entering Unmasked Estep 
Score: -33498818.000000 Penalty: 6183.085938
	Iteration 40F: 3 clusters Score -3.349882e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100451 members 
Mstep: Class 2 contains 158890 members 
Entering Unmasked Estep 
Score: -33498818.000000 Penalty: 6183.085938
	Iteration 41Q: 3 clusters Score -3.349882e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100553 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -33498812.000000 Penalty: 6183.085938
	Iteration 42Q: 3 clusters Score -3.349881e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 158691 members 
Entering Unmasked Estep 
Score: -33498860.000000 Penalty: 6183.085938
	Iteration 43Q: 3 clusters Score -3.349886e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 158614 members 
Entering Unmasked Estep 
Score: -33498850.000000 Penalty: 6183.085938
	Iteration 44Q: 3 clusters Score -3.349885e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100795 members 
Mstep: Class 2 contains 158546 members 
Entering Unmasked Estep 
Score: -33498884.000000 Penalty: 6183.085938
	Iteration 45Q: 3 clusters Score -3.349888e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 158476 members 
Entering Unmasked Estep 
Score: -33498888.000000 Penalty: 6183.085938
	Iteration 46Q: 3 clusters Score -3.349889e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100923 members 
Mstep: Class 2 contains 158418 members 
Entering Unmasked Estep 
Score: -33498864.000000 Penalty: 6183.085938
	Iteration 47Q: 3 clusters Score -3.349886e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100978 members 
Mstep: Class 2 contains 158363 members 
Entering Unmasked Estep 
Score: -33498834.000000 Penalty: 6183.085938
	Iteration 48Q: 3 clusters Score -3.349883e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101017 members 
Mstep: Class 2 contains 158324 members 
Entering Unmasked Estep 
Score: -33498826.000000 Penalty: 6183.085938
	Iteration 49Q: 3 clusters Score -3.349883e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101048 members 
Mstep: Class 2 contains 158293 members 
Entering Unmasked Estep 
Score: -33498796.000000 Penalty: 6183.085938
	Iteration 50Q: 3 clusters Score -3.34988e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Mstep: Class 2 contains 158266 members 
Entering Unmasked Estep 
Score: -33498802.000000 Penalty: 6183.085938
	Iteration 51Q: 3 clusters Score -3.34988e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101103 members 
Mstep: Class 2 contains 158238 members 
Entering Unmasked Estep 
Score: -33498832.000000 Penalty: 6183.085938
	Iteration 52Q: 3 clusters Score -3.349883e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 158206 members 
Entering Unmasked Estep 
Score: -33498836.000000 Penalty: 6183.085938
	Iteration 53Q: 3 clusters Score -3.349884e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101161 members 
Mstep: Class 2 contains 158180 members 
Entering Unmasked Estep 
Score: -33498850.000000 Penalty: 6183.085938
	Iteration 54Q: 3 clusters Score -3.349885e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 158158 members 
Entering Unmasked Estep 
Score: -33498842.000000 Penalty: 6183.085938
	Iteration 55Q: 3 clusters Score -3.349884e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101202 members 
Mstep: Class 2 contains 158139 members 
Entering Unmasked Estep 
Score: -33498834.000000 Penalty: 6183.085938
	Iteration 56Q: 3 clusters Score -3.349883e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Mstep: Class 2 contains 158130 members 
Entering Unmasked Estep 
Score: -33498844.000000 Penalty: 6183.085938
	Iteration 57Q: 3 clusters Score -3.349884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -33498838.000000 Penalty: 6183.085938
	Iteration 58Q: 3 clusters Score -3.349884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101230 members 
Mstep: Class 2 contains 158111 members 
Entering Unmasked Estep 
Score: -33498840.000000 Penalty: 6183.085938
	Iteration 59Q: 3 clusters Score -3.349884e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101239 members 
Mstep: Class 2 contains 158102 members 
Entering Unmasked Estep 
Score: -33498840.000000 Penalty: 6183.085938
	Iteration 60F: 3 clusters Score -3.349884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101256 members 
Mstep: Class 2 contains 158085 members 
Entering Unmasked Estep 
Score: -33498872.000000 Penalty: 6183.085938
	Iteration 61Q: 3 clusters Score -3.349887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 158075 members 
Entering Unmasked Estep 
Score: -33498854.000000 Penalty: 6183.085938
	Iteration 62Q: 3 clusters Score -3.349885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101271 members 
Mstep: Class 2 contains 158070 members 
Entering Unmasked Estep 
Score: -33498844.000000 Penalty: 6183.085938
	Iteration 63Q: 3 clusters Score -3.349884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Mstep: Class 2 contains 158066 members 
Entering Unmasked Estep 
Score: -33498842.000000 Penalty: 6183.085938
	Iteration 64Q: 3 clusters Score -3.349884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 158061 members 
Entering Unmasked Estep 
Score: -33498828.000000 Penalty: 6183.085938
	Iteration 65Q: 3 clusters Score -3.349883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 158055 members 
Entering Unmasked Estep 
Score: -33498846.000000 Penalty: 6183.085938
	Iteration 66Q: 3 clusters Score -3.349885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 158048 members 
Entering Unmasked Estep 
Score: -33498832.000000 Penalty: 6183.085938
	Iteration 67Q: 3 clusters Score -3.349883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101296 members 
Mstep: Class 2 contains 158045 members 
Entering Unmasked Estep 
Score: -33498832.000000 Penalty: 6183.085938
	Iteration 68Q: 3 clusters Score -3.349883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101299 members 
Mstep: Class 2 contains 158042 members 
Entering Unmasked Estep 
Score: -33498812.000000 Penalty: 6183.085938
	Iteration 69Q: 3 clusters Score -3.349881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101298 members 
Mstep: Class 2 contains 158043 members 
Entering Unmasked Estep 
Score: -33498810.000000 Penalty: 6183.085938
	Iteration 70Q: 3 clusters Score -3.349881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101298 members 
Mstep: Class 2 contains 158043 members 
Entering Unmasked Estep 
Score: -33498810.000000 Penalty: 6183.085938
	Iteration 71F: 3 clusters Score -3.349881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (78884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Entering Unmasked Estep 
Score: -10164570.000000 Penalty: 2796.382080
	Iteration 0F: 2 clusters Score -1.016457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -10111566.000000 Penalty: 5592.764160
	Iteration 0F: 3 clusters Score -1.011157e+07 nChanged 37087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -10132588.000000 Penalty: 5592.764160
	Iteration 1F: 3 clusters Score -1.013259e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -10133201.000000 Penalty: 5592.764160
	Iteration 2Q: 3 clusters Score -1.01332e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -10133794.000000 Penalty: 5592.764160
	Iteration 3Q: 3 clusters Score -1.013379e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -10134493.000000 Penalty: 5592.764160
	Iteration 4Q: 3 clusters Score -1.013449e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -10135422.000000 Penalty: 5592.764160
	Iteration 5Q: 3 clusters Score -1.013542e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -10136877.000000 Penalty: 5592.764160
	Iteration 6Q: 3 clusters Score -1.013688e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -10139355.000000 Penalty: 5592.764160
	Iteration 7F: 3 clusters Score -1.013936e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -10143125.000000 Penalty: 5592.764160
	Iteration 8F: 3 clusters Score -1.014312e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -10148263.000000 Penalty: 5592.764160
	Iteration 9F: 3 clusters Score -1.014826e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -10153453.000000 Penalty: 5592.764160
	Iteration 10F: 3 clusters Score -1.015345e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -10157436.000000 Penalty: 5592.764160
	Iteration 11F: 3 clusters Score -1.015744e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 75946 members 
Entering Unmasked Estep 
Score: -10159864.000000 Penalty: 5592.764160
	Iteration 12Q: 3 clusters Score -1.015986e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -10161033.000000 Penalty: 5592.764160
	Iteration 13Q: 3 clusters Score -1.016103e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 77910 members 
Entering Unmasked Estep 
Score: -10161536.000000 Penalty: 5592.764160
	Iteration 14Q: 3 clusters Score -1.016154e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -10161801.000000 Penalty: 5592.764160
	Iteration 15Q: 3 clusters Score -1.01618e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -10161936.000000 Penalty: 5592.764160
	Iteration 16Q: 3 clusters Score -1.016194e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 78407 members 
Entering Unmasked Estep 
Score: -10162023.000000 Penalty: 5592.764160
	Iteration 17Q: 3 clusters Score -1.016202e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -10162064.000000 Penalty: 5592.764160
	Iteration 18Q: 3 clusters Score -1.016206e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -10162079.000000 Penalty: 5592.764160
	Iteration 19Q: 3 clusters Score -1.016208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -10162088.000000 Penalty: 5592.764160
	Iteration 20F: 3 clusters Score -1.016209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -10162111.000000 Penalty: 5592.764160
	Iteration 21Q: 3 clusters Score -1.016211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -10162115.000000 Penalty: 5592.764160
	Iteration 22Q: 3 clusters Score -1.016212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -10162119.000000 Penalty: 5592.764160
	Iteration 23Q: 3 clusters Score -1.016212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -10162126.000000 Penalty: 5592.764160
	Iteration 24Q: 3 clusters Score -1.016213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -10162141.000000 Penalty: 5592.764160
	Iteration 25Q: 3 clusters Score -1.016214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -10162134.000000 Penalty: 5592.764160
	Iteration 26Q: 3 clusters Score -1.016213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -10162147.000000 Penalty: 5592.764160
	Iteration 27Q: 3 clusters Score -1.016215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -10162145.000000 Penalty: 5592.764160
	Iteration 28Q: 3 clusters Score -1.016214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -10162145.000000 Penalty: 5592.764160
	Iteration 29Q: 3 clusters Score -1.016214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -10162145.000000 Penalty: 5592.764160
	Iteration 30F: 3 clusters Score -1.016214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Entering Unmasked Estep 
Score: -1646532.125000 Penalty: 2351.244629
	Iteration 0F: 2 clusters Score -1646532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1636917.500000 Penalty: 4702.489258
	Iteration 0F: 3 clusters Score -1636918 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1639893.750000 Penalty: 4702.489258
	Iteration 1F: 3 clusters Score -1639894 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1640301.250000 Penalty: 4702.489258
	Iteration 2F: 3 clusters Score -1640301 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1640653.750000 Penalty: 4702.489258
	Iteration 3F: 3 clusters Score -1640654 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1641021.125000 Penalty: 4702.489258
	Iteration 4F: 3 clusters Score -1641021 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1641388.625000 Penalty: 4702.489258
	Iteration 5F: 3 clusters Score -1641389 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1641802.125000 Penalty: 4702.489258
	Iteration 6F: 3 clusters Score -1641802 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1642303.375000 Penalty: 4702.489258
	Iteration 7F: 3 clusters Score -1642303 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1642858.500000 Penalty: 4702.489258
	Iteration 8F: 3 clusters Score -1642858 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1643374.750000 Penalty: 4702.489258
	Iteration 9Q: 3 clusters Score -1643375 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1643737.250000 Penalty: 4702.489258
	Iteration 10Q: 3 clusters Score -1643737 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1644002.750000 Penalty: 4702.489258
	Iteration 11Q: 3 clusters Score -1644003 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1644147.125000 Penalty: 4702.489258
	Iteration 12Q: 3 clusters Score -1644147 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1644260.375000 Penalty: 4702.489258
	Iteration 13Q: 3 clusters Score -1644260 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1644350.250000 Penalty: 4702.489258
	Iteration 14Q: 3 clusters Score -1644350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1644410.500000 Penalty: 4702.489258
	Iteration 15Q: 3 clusters Score -1644410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1644453.125000 Penalty: 4702.489258
	Iteration 16Q: 3 clusters Score -1644453 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1644495.500000 Penalty: 4702.489258
	Iteration 17Q: 3 clusters Score -1644496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1644529.000000 Penalty: 4702.489258
	Iteration 18Q: 3 clusters Score -1644529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1644562.875000 Penalty: 4702.489258
	Iteration 19Q: 3 clusters Score -1644563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1644582.000000 Penalty: 4702.489258
	Iteration 20F: 3 clusters Score -1644582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1644597.750000 Penalty: 4702.489258
	Iteration 21Q: 3 clusters Score -1644598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1644610.500000 Penalty: 4702.489258
	Iteration 22Q: 3 clusters Score -1644610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1644625.750000 Penalty: 4702.489258
	Iteration 23Q: 3 clusters Score -1644626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1644630.625000 Penalty: 4702.489258
	Iteration 24Q: 3 clusters Score -1644631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1644640.500000 Penalty: 4702.489258
	Iteration 25Q: 3 clusters Score -1644640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1644641.375000 Penalty: 4702.489258
	Iteration 26Q: 3 clusters Score -1644641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1644649.875000 Penalty: 4702.489258
	Iteration 27Q: 3 clusters Score -1644650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1644651.875000 Penalty: 4702.489258
	Iteration 28Q: 3 clusters Score -1644652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1644654.750000 Penalty: 4702.489258
	Iteration 29Q: 3 clusters Score -1644655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1644663.375000 Penalty: 4702.489258
	Iteration 30Q: 3 clusters Score -1644663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1644667.250000 Penalty: 4702.489258
	Iteration 31Q: 3 clusters Score -1644667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1644672.875000 Penalty: 4702.489258
	Iteration 32Q: 3 clusters Score -1644673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1644673.000000 Penalty: 4702.489258
	Iteration 33Q: 3 clusters Score -1644673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1644679.125000 Penalty: 4702.489258
	Iteration 34Q: 3 clusters Score -1644679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1644678.000000 Penalty: 4702.489258
	Iteration 35Q: 3 clusters Score -1644678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1644681.875000 Penalty: 4702.489258
	Iteration 36Q: 3 clusters Score -1644682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1644685.500000 Penalty: 4702.489258
	Iteration 37Q: 3 clusters Score -1644686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1644687.875000 Penalty: 4702.489258
	Iteration 38Q: 3 clusters Score -1644688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1644691.500000 Penalty: 4702.489258
	Iteration 39Q: 3 clusters Score -1644692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1644691.500000 Penalty: 4702.489258
	Iteration 40F: 3 clusters Score -1644692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1644693.625000 Penalty: 4702.489258
	Iteration 41Q: 3 clusters Score -1644694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1644694.875000 Penalty: 4702.489258
	Iteration 42Q: 3 clusters Score -1644695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1644697.125000 Penalty: 4702.489258
	Iteration 43Q: 3 clusters Score -1644697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1644697.125000 Penalty: 4702.489258
	Iteration 44F: 3 clusters Score -1644697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Entering Unmasked Estep 
Score: -6412029.500000 Penalty: 2679.209229
	Iteration 0F: 2 clusters Score -6412030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -6379054.500000 Penalty: 5358.418457
	Iteration 0F: 3 clusters Score -6379054 nChanged 22637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -6391420.000000 Penalty: 5358.418457
	Iteration 1F: 3 clusters Score -6391420 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -6391852.500000 Penalty: 5358.418457
	Iteration 2Q: 3 clusters Score -6391852 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -6392308.500000 Penalty: 5358.418457
	Iteration 3Q: 3 clusters Score -6392308 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -6392728.000000 Penalty: 5358.418457
	Iteration 4Q: 3 clusters Score -6392728 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -6393178.000000 Penalty: 5358.418457
	Iteration 5Q: 3 clusters Score -6393178 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -6393858.500000 Penalty: 5358.418457
	Iteration 6Q: 3 clusters Score -6393858 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -6394658.000000 Penalty: 5358.418457
	Iteration 7Q: 3 clusters Score -6394658 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -6395907.500000 Penalty: 5358.418457
	Iteration 8Q: 3 clusters Score -6395908 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -6397842.500000 Penalty: 5358.418457
	Iteration 9F: 3 clusters Score -6397842 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -6400641.500000 Penalty: 5358.418457
	Iteration 10F: 3 clusters Score -6400642 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -6403599.500000 Penalty: 5358.418457
	Iteration 11F: 3 clusters Score -6403600 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -6406259.500000 Penalty: 5358.418457
	Iteration 12F: 3 clusters Score -6406260 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -6407953.500000 Penalty: 5358.418457
	Iteration 13Q: 3 clusters Score -6407954 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -6408832.500000 Penalty: 5358.418457
	Iteration 14Q: 3 clusters Score -6408832 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -6409241.500000 Penalty: 5358.418457
	Iteration 15Q: 3 clusters Score -6409242 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -6409439.000000 Penalty: 5358.418457
	Iteration 16Q: 3 clusters Score -6409439 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -6409548.000000 Penalty: 5358.418457
	Iteration 17Q: 3 clusters Score -6409548 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -6409608.500000 Penalty: 5358.418457
	Iteration 18Q: 3 clusters Score -6409608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -6409631.500000 Penalty: 5358.418457
	Iteration 19Q: 3 clusters Score -6409632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -6409648.000000 Penalty: 5358.418457
	Iteration 20F: 3 clusters Score -6409648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -6409649.500000 Penalty: 5358.418457
	Iteration 21Q: 3 clusters Score -6409650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -6409661.000000 Penalty: 5358.418457
	Iteration 22Q: 3 clusters Score -6409661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -6409667.000000 Penalty: 5358.418457
	Iteration 23Q: 3 clusters Score -6409667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -6409679.000000 Penalty: 5358.418457
	Iteration 24Q: 3 clusters Score -6409679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -6409691.000000 Penalty: 5358.418457
	Iteration 25Q: 3 clusters Score -6409691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -6409698.500000 Penalty: 5358.418457
	Iteration 26Q: 3 clusters Score -6409698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -6409707.000000 Penalty: 5358.418457
	Iteration 27Q: 3 clusters Score -6409707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -6409722.000000 Penalty: 5358.418457
	Iteration 28Q: 3 clusters Score -6409722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -6409725.000000 Penalty: 5358.418457
	Iteration 29Q: 3 clusters Score -6409725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -6409731.500000 Penalty: 5358.418457
	Iteration 30Q: 3 clusters Score -6409732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -6409730.000000 Penalty: 5358.418457
	Iteration 31Q: 3 clusters Score -6409730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -6409723.500000 Penalty: 5358.418457
	Iteration 32Q: 3 clusters Score -6409724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -6409727.000000 Penalty: 5358.418457
	Iteration 33Q: 3 clusters Score -6409727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -6409726.500000 Penalty: 5358.418457
	Iteration 34Q: 3 clusters Score -6409726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -6409725.500000 Penalty: 5358.418457
	Iteration 35Q: 3 clusters Score -6409726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -6409725.500000 Penalty: 5358.418457
	Iteration 36F: 3 clusters Score -6409726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -277179.968750 Penalty: 1926.491333
	Iteration 0F: 2 clusters Score -277180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -274358.906250 Penalty: 3852.982666
	Iteration 0F: 3 clusters Score -274358.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -275190.750000 Penalty: 3852.982666
	Iteration 1F: 3 clusters Score -275190.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -275760.281250 Penalty: 3852.982666
	Iteration 2F: 3 clusters Score -275760.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -276241.500000 Penalty: 3852.982666
	Iteration 3F: 3 clusters Score -276241.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -276576.468750 Penalty: 3852.982666
	Iteration 4F: 3 clusters Score -276576.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -276835.281250 Penalty: 3852.982666
	Iteration 5F: 3 clusters Score -276835.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -277049.906250 Penalty: 3852.982666
	Iteration 6Q: 3 clusters Score -277049.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -277220.093750 Penalty: 3852.982666
	Iteration 7Q: 3 clusters Score -277220.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -277294.625000 Penalty: 3852.982666
	Iteration 8Q: 3 clusters Score -277294.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -277339.218750 Penalty: 3852.982666
	Iteration 9Q: 3 clusters Score -277339.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -277357.843750 Penalty: 3852.982666
	Iteration 10Q: 3 clusters Score -277357.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -277386.593750 Penalty: 3852.982666
	Iteration 11Q: 3 clusters Score -277386.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -277419.375000 Penalty: 3852.982666
	Iteration 12Q: 3 clusters Score -277419.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -277461.031250 Penalty: 3852.982666
	Iteration 13Q: 3 clusters Score -277461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -277568.250000 Penalty: 3852.982666
	Iteration 14Q: 3 clusters Score -277568.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -277720.343750 Penalty: 3852.982666
	Iteration 15Q: 3 clusters Score -277720.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -277898.375000 Penalty: 3852.982666
	Iteration 16Q: 3 clusters Score -277898.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -278086.906250 Penalty: 3852.982666
	Iteration 17Q: 3 clusters Score -278086.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -278180.250000 Penalty: 3852.982666
	Iteration 18Q: 3 clusters Score -278180.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -278235.906250 Penalty: 3852.982666
	Iteration 19Q: 3 clusters Score -278235.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -278264.031250 Penalty: 3852.982666
	Iteration 20F: 3 clusters Score -278264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -278272.312500 Penalty: 3852.982666
	Iteration 21Q: 3 clusters Score -278272.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -278280.968750 Penalty: 3852.982666
	Iteration 22Q: 3 clusters Score -278281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -278282.187500 Penalty: 3852.982666
	Iteration 23Q: 3 clusters Score -278282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -278282.187500 Penalty: 3852.982666
	Iteration 24F: 3 clusters Score -278282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 24497 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 16670 members 
Mstep: Class 5 contains 170593 members 
Mstep: Class 6 contains 104966 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 170747 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 46902 members 
Mstep: Class 12 contains 93959 members 
Mstep: Class 13 contains 48820 members 
Mstep: Class 14 contains 259341 members 
Mstep: Class 15 contains 78884 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 49181 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 17893 members 
Mstep: Class 20 contains 36785 members 
Mstep: Class 21 contains 3712 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 10194 members 
Mstep: Class 25 contains 4938 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 5650 members 
Mstep: Class 29 contains 6011 members 
Mstep: Class 30 contains 1522 members 
Entering Unmasked Estep 
Score: -157680320.000000 Penalty: 104539.820312
Splitting cluster 18 changes total score from -157678992.000000 to -157680320.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (17893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Entering Unmasked Estep 
Score: -2056376.125000 Penalty: 2428.456787
	Iteration 0F: 2 clusters Score -2056376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2043773.000000 Penalty: 4856.913574
	Iteration 0F: 3 clusters Score -2043773 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2048443.875000 Penalty: 4856.913574
	Iteration 1F: 3 clusters Score -2048444 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2049667.625000 Penalty: 4856.913574
	Iteration 2F: 3 clusters Score -2049668 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2051143.000000 Penalty: 4856.913574
	Iteration 3F: 3 clusters Score -2051143 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2052464.875000 Penalty: 4856.913574
	Iteration 4F: 3 clusters Score -2052465 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2053438.625000 Penalty: 4856.913574
	Iteration 5F: 3 clusters Score -2053439 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2054106.500000 Penalty: 4856.913574
	Iteration 6F: 3 clusters Score -2054106 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2054516.125000 Penalty: 4856.913574
	Iteration 7Q: 3 clusters Score -2054516 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2054768.875000 Penalty: 4856.913574
	Iteration 8Q: 3 clusters Score -2054769 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2054938.375000 Penalty: 4856.913574
	Iteration 9Q: 3 clusters Score -2054938 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2055036.750000 Penalty: 4856.913574
	Iteration 10Q: 3 clusters Score -2055037 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2055094.250000 Penalty: 4856.913574
	Iteration 11Q: 3 clusters Score -2055094 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2055146.500000 Penalty: 4856.913574
	Iteration 12Q: 3 clusters Score -2055146 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2055179.625000 Penalty: 4856.913574
	Iteration 13Q: 3 clusters Score -2055180 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2055210.625000 Penalty: 4856.913574
	Iteration 14Q: 3 clusters Score -2055211 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2055231.750000 Penalty: 4856.913574
	Iteration 15Q: 3 clusters Score -2055232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2055248.000000 Penalty: 4856.913574
	Iteration 16Q: 3 clusters Score -2055248 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2055253.625000 Penalty: 4856.913574
	Iteration 17Q: 3 clusters Score -2055254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2055268.250000 Penalty: 4856.913574
	Iteration 18Q: 3 clusters Score -2055268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2055280.250000 Penalty: 4856.913574
	Iteration 19Q: 3 clusters Score -2055280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2055288.750000 Penalty: 4856.913574
	Iteration 20F: 3 clusters Score -2055289 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2055295.125000 Penalty: 4856.913574
	Iteration 21Q: 3 clusters Score -2055295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2055302.500000 Penalty: 4856.913574
	Iteration 22Q: 3 clusters Score -2055302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2055313.750000 Penalty: 4856.913574
	Iteration 23Q: 3 clusters Score -2055314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2055323.375000 Penalty: 4856.913574
	Iteration 24Q: 3 clusters Score -2055323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2055326.250000 Penalty: 4856.913574
	Iteration 25Q: 3 clusters Score -2055326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2055338.250000 Penalty: 4856.913574
	Iteration 26Q: 3 clusters Score -2055338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2055341.500000 Penalty: 4856.913574
	Iteration 27Q: 3 clusters Score -2055342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2055341.125000 Penalty: 4856.913574
	Iteration 28Q: 3 clusters Score -2055341 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2055353.875000 Penalty: 4856.913574
	Iteration 29Q: 3 clusters Score -2055354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2055362.625000 Penalty: 4856.913574
	Iteration 30Q: 3 clusters Score -2055363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2055371.375000 Penalty: 4856.913574
	Iteration 31Q: 3 clusters Score -2055371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2055383.000000 Penalty: 4856.913574
	Iteration 32Q: 3 clusters Score -2055383 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2055389.000000 Penalty: 4856.913574
	Iteration 33Q: 3 clusters Score -2055389 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2055386.375000 Penalty: 4856.913574
	Iteration 34Q: 3 clusters Score -2055386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2055398.000000 Penalty: 4856.913574
	Iteration 35Q: 3 clusters Score -2055398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2055399.875000 Penalty: 4856.913574
	Iteration 36Q: 3 clusters Score -2055400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2055401.750000 Penalty: 4856.913574
	Iteration 37Q: 3 clusters Score -2055402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2055411.250000 Penalty: 4856.913574
	Iteration 38Q: 3 clusters Score -2055411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2055412.750000 Penalty: 4856.913574
	Iteration 39Q: 3 clusters Score -2055413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2055414.750000 Penalty: 4856.913574
	Iteration 40F: 3 clusters Score -2055415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2055414.375000 Penalty: 4856.913574
	Iteration 41Q: 3 clusters Score -2055414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2055422.250000 Penalty: 4856.913574
	Iteration 42Q: 3 clusters Score -2055422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2055436.875000 Penalty: 4856.913574
	Iteration 43Q: 3 clusters Score -2055437 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2055440.750000 Penalty: 4856.913574
	Iteration 44Q: 3 clusters Score -2055441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2055443.625000 Penalty: 4856.913574
	Iteration 45Q: 3 clusters Score -2055444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2055446.125000 Penalty: 4856.913574
	Iteration 46Q: 3 clusters Score -2055446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2055459.000000 Penalty: 4856.913574
	Iteration 47Q: 3 clusters Score -2055459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2055469.125000 Penalty: 4856.913574
	Iteration 48Q: 3 clusters Score -2055469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2055477.625000 Penalty: 4856.913574
	Iteration 49Q: 3 clusters Score -2055478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2055486.000000 Penalty: 4856.913574
	Iteration 50Q: 3 clusters Score -2055486 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2055496.250000 Penalty: 4856.913574
	Iteration 51Q: 3 clusters Score -2055496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2055518.625000 Penalty: 4856.913574
	Iteration 52Q: 3 clusters Score -2055519 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2055531.625000 Penalty: 4856.913574
	Iteration 53Q: 3 clusters Score -2055532 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2055539.125000 Penalty: 4856.913574
	Iteration 54Q: 3 clusters Score -2055539 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2055547.125000 Penalty: 4856.913574
	Iteration 55Q: 3 clusters Score -2055547 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2055557.375000 Penalty: 4856.913574
	Iteration 56Q: 3 clusters Score -2055557 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2055574.750000 Penalty: 4856.913574
	Iteration 57Q: 3 clusters Score -2055575 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2055592.375000 Penalty: 4856.913574
	Iteration 58Q: 3 clusters Score -2055592 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2055621.875000 Penalty: 4856.913574
	Iteration 59Q: 3 clusters Score -2055622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2055642.250000 Penalty: 4856.913574
	Iteration 60F: 3 clusters Score -2055642 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2055658.750000 Penalty: 4856.913574
	Iteration 61Q: 3 clusters Score -2055659 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2055683.000000 Penalty: 4856.913574
	Iteration 62Q: 3 clusters Score -2055683 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2055714.000000 Penalty: 4856.913574
	Iteration 63Q: 3 clusters Score -2055714 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2055743.125000 Penalty: 4856.913574
	Iteration 64Q: 3 clusters Score -2055743 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2055782.625000 Penalty: 4856.913574
	Iteration 65Q: 3 clusters Score -2055783 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2055814.875000 Penalty: 4856.913574
	Iteration 66Q: 3 clusters Score -2055815 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2055830.875000 Penalty: 4856.913574
	Iteration 67Q: 3 clusters Score -2055831 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2055860.875000 Penalty: 4856.913574
	Iteration 68Q: 3 clusters Score -2055861 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2055890.625000 Penalty: 4856.913574
	Iteration 69Q: 3 clusters Score -2055891 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2055913.250000 Penalty: 4856.913574
	Iteration 70Q: 3 clusters Score -2055913 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2055939.000000 Penalty: 4856.913574
	Iteration 71Q: 3 clusters Score -2055939 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2055961.000000 Penalty: 4856.913574
	Iteration 72Q: 3 clusters Score -2055961 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2055988.125000 Penalty: 4856.913574
	Iteration 73Q: 3 clusters Score -2055988 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2056003.125000 Penalty: 4856.913574
	Iteration 74Q: 3 clusters Score -2056003 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2056025.750000 Penalty: 4856.913574
	Iteration 75Q: 3 clusters Score -2056026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2056047.125000 Penalty: 4856.913574
	Iteration 76Q: 3 clusters Score -2056047 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2056058.500000 Penalty: 4856.913574
	Iteration 77Q: 3 clusters Score -2056058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2056075.625000 Penalty: 4856.913574
	Iteration 78Q: 3 clusters Score -2056076 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2056094.250000 Penalty: 4856.913574
	Iteration 79Q: 3 clusters Score -2056094 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2056103.125000 Penalty: 4856.913574
	Iteration 80F: 3 clusters Score -2056103 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2056117.875000 Penalty: 4856.913574
	Iteration 81Q: 3 clusters Score -2056118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2056129.500000 Penalty: 4856.913574
	Iteration 82Q: 3 clusters Score -2056130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2056136.250000 Penalty: 4856.913574
	Iteration 83Q: 3 clusters Score -2056136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2056144.625000 Penalty: 4856.913574
	Iteration 84Q: 3 clusters Score -2056145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2056143.500000 Penalty: 4856.913574
	Iteration 85Q: 3 clusters Score -2056144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2056151.125000 Penalty: 4856.913574
	Iteration 86Q: 3 clusters Score -2056151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2056152.375000 Penalty: 4856.913574
	Iteration 87Q: 3 clusters Score -2056152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2056163.875000 Penalty: 4856.913574
	Iteration 88Q: 3 clusters Score -2056164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2056161.375000 Penalty: 4856.913574
	Iteration 89Q: 3 clusters Score -2056161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2056167.375000 Penalty: 4856.913574
	Iteration 90Q: 3 clusters Score -2056167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2056170.750000 Penalty: 4856.913574
	Iteration 91Q: 3 clusters Score -2056171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2056169.375000 Penalty: 4856.913574
	Iteration 92Q: 3 clusters Score -2056169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2056173.375000 Penalty: 4856.913574
	Iteration 93Q: 3 clusters Score -2056173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2056179.625000 Penalty: 4856.913574
	Iteration 94Q: 3 clusters Score -2056180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2056181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2056184.750000 Penalty: 4856.913574
	Iteration 96Q: 3 clusters Score -2056185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2056187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2056189.125000 Penalty: 4856.913574
	Iteration 98Q: 3 clusters Score -2056189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2056190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2056197.375000 Penalty: 4856.913574
	Iteration 100F: 3 clusters Score -2056197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2056203.000000 Penalty: 4856.913574
	Iteration 101Q: 3 clusters Score -2056203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2056205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2056210.250000 Penalty: 4856.913574
	Iteration 103Q: 3 clusters Score -2056210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2056211.125000 Penalty: 4856.913574
	Iteration 104Q: 3 clusters Score -2056211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2056210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2056211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2056213.875000 Penalty: 4856.913574
	Iteration 107Q: 3 clusters Score -2056214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2056216.750000 Penalty: 4856.913574
	Iteration 108Q: 3 clusters Score -2056217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2056220.875000 Penalty: 4856.913574
	Iteration 109Q: 3 clusters Score -2056221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2056220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2056217.000000 Penalty: 4856.913574
	Iteration 111Q: 3 clusters Score -2056217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2056222.375000 Penalty: 4856.913574
	Iteration 112Q: 3 clusters Score -2056222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2056219.500000 Penalty: 4856.913574
	Iteration 113Q: 3 clusters Score -2056220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2056226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2056232.250000 Penalty: 4856.913574
	Iteration 115Q: 3 clusters Score -2056232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2056235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2056230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2056231.875000 Penalty: 4856.913574
	Iteration 118Q: 3 clusters Score -2056232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2056236.625000 Penalty: 4856.913574
	Iteration 119Q: 3 clusters Score -2056237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2056243.375000 Penalty: 4856.913574
	Iteration 120F: 3 clusters Score -2056243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2056245.000000 Penalty: 4856.913574
	Iteration 121Q: 3 clusters Score -2056245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2056247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2056250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2056251.875000 Penalty: 4856.913574
	Iteration 124Q: 3 clusters Score -2056252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2056254.875000 Penalty: 4856.913574
	Iteration 125Q: 3 clusters Score -2056255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2056254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2056258.625000 Penalty: 4856.913574
	Iteration 127Q: 3 clusters Score -2056259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2056260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2056260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2056266.125000 Penalty: 4856.913574
	Iteration 130Q: 3 clusters Score -2056266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2056270.875000 Penalty: 4856.913574
	Iteration 131Q: 3 clusters Score -2056271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2056275.000000 Penalty: 4856.913574
	Iteration 132Q: 3 clusters Score -2056275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2056275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2056280.875000 Penalty: 4856.913574
	Iteration 134Q: 3 clusters Score -2056281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2056281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2056284.875000 Penalty: 4856.913574
	Iteration 136Q: 3 clusters Score -2056285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2056282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2056282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2056279.375000 Penalty: 4856.913574
	Iteration 139Q: 3 clusters Score -2056279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2056277.250000 Penalty: 4856.913574
	Iteration 140F: 3 clusters Score -2056277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2056279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2056279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2056278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2056285.375000 Penalty: 4856.913574
	Iteration 144Q: 3 clusters Score -2056285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2056281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2056282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2056283.000000 Penalty: 4856.913574
	Iteration 147Q: 3 clusters Score -2056283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2056282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2056280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2056278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2056283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2056284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2056286.500000 Penalty: 4856.913574
	Iteration 153Q: 3 clusters Score -2056286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2056289.125000 Penalty: 4856.913574
	Iteration 154Q: 3 clusters Score -2056289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2056291 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2056293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2056294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2056297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2056295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2056296 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2056303 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2056301 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2056310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2056310 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2056314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2056320.000000 Penalty: 4856.913574
	Iteration 166Q: 3 clusters Score -2056320 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2056320 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2056329.625000 Penalty: 4856.913574
	Iteration 168Q: 3 clusters Score -2056330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2056337 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2056338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2056339.000000 Penalty: 4856.913574
	Iteration 171Q: 3 clusters Score -2056339 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 13050 members 
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	Iteration 172Q: 3 clusters Score -2056339 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4820 members 
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Entering Unmasked Estep 
Score: -2056341.250000 Penalty: 4856.913574
	Iteration 173Q: 3 clusters Score -2056341 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2056348 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2056350 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2056356 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2056357 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2056361.250000 Penalty: 4856.913574
	Iteration 178Q: 3 clusters Score -2056361 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2056363.875000 Penalty: 4856.913574
	Iteration 179Q: 3 clusters Score -2056364 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2056361.750000 Penalty: 4856.913574
	Iteration 180F: 3 clusters Score -2056362 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2056361.375000 Penalty: 4856.913574
	Iteration 181Q: 3 clusters Score -2056361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2056362.500000 Penalty: 4856.913574
	Iteration 182Q: 3 clusters Score -2056362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2056366.750000 Penalty: 4856.913574
	Iteration 183Q: 3 clusters Score -2056367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2056367.625000 Penalty: 4856.913574
	Iteration 184Q: 3 clusters Score -2056368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2056372.250000 Penalty: 4856.913574
	Iteration 185Q: 3 clusters Score -2056372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2056374.875000 Penalty: 4856.913574
	Iteration 186Q: 3 clusters Score -2056375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2056371.500000 Penalty: 4856.913574
	Iteration 187Q: 3 clusters Score -2056372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2056382.000000 Penalty: 4856.913574
	Iteration 188Q: 3 clusters Score -2056382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2056382.625000 Penalty: 4856.913574
	Iteration 189Q: 3 clusters Score -2056383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2056383.625000 Penalty: 4856.913574
	Iteration 190Q: 3 clusters Score -2056384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2056395.500000 Penalty: 4856.913574
	Iteration 191Q: 3 clusters Score -2056396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2056407.375000 Penalty: 4856.913574
	Iteration 192Q: 3 clusters Score -2056407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2056402.375000 Penalty: 4856.913574
	Iteration 193Q: 3 clusters Score -2056402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2056404.125000 Penalty: 4856.913574
	Iteration 194Q: 3 clusters Score -2056404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2056408.375000 Penalty: 4856.913574
	Iteration 195Q: 3 clusters Score -2056408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2056412.000000 Penalty: 4856.913574
	Iteration 196Q: 3 clusters Score -2056412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2056410.625000 Penalty: 4856.913574
	Iteration 197Q: 3 clusters Score -2056411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2056410.625000 Penalty: 4856.913574
	Iteration 198Q: 3 clusters Score -2056411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2056413.750000 Penalty: 4856.913574
	Iteration 199Q: 3 clusters Score -2056414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2056420.000000 Penalty: 4856.913574
	Iteration 200F: 3 clusters Score -2056420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2056428.000000 Penalty: 4856.913574
	Iteration 201Q: 3 clusters Score -2056428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2056432.625000 Penalty: 4856.913574
	Iteration 202Q: 3 clusters Score -2056433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2056434.250000 Penalty: 4856.913574
	Iteration 203Q: 3 clusters Score -2056434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2056434.250000 Penalty: 4856.913574
	Iteration 204Q: 3 clusters Score -2056434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2056437.125000 Penalty: 4856.913574
	Iteration 205Q: 3 clusters Score -2056437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2056439.875000 Penalty: 4856.913574
	Iteration 206Q: 3 clusters Score -2056440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2056441.125000 Penalty: 4856.913574
	Iteration 207Q: 3 clusters Score -2056441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2056439.125000 Penalty: 4856.913574
	Iteration 208Q: 3 clusters Score -2056439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2056448.500000 Penalty: 4856.913574
	Iteration 209Q: 3 clusters Score -2056448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2056456.875000 Penalty: 4856.913574
	Iteration 210Q: 3 clusters Score -2056457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2056454.250000 Penalty: 4856.913574
	Iteration 211Q: 3 clusters Score -2056454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2056460.000000 Penalty: 4856.913574
	Iteration 212Q: 3 clusters Score -2056460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2056462.750000 Penalty: 4856.913574
	Iteration 213Q: 3 clusters Score -2056463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2056470.875000 Penalty: 4856.913574
	Iteration 214Q: 3 clusters Score -2056471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2056485.125000 Penalty: 4856.913574
	Iteration 215Q: 3 clusters Score -2056485 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2056510.125000 Penalty: 4856.913574
	Iteration 216Q: 3 clusters Score -2056510 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2056573.750000 Penalty: 4856.913574
	Iteration 217Q: 3 clusters Score -2056574 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2056706.250000 Penalty: 4856.913574
	Iteration 218Q: 3 clusters Score -2056706 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2056844.500000 Penalty: 4856.913574
	Iteration 219Q: 3 clusters Score -2056844 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2056917.125000 Penalty: 4856.913574
	Iteration 220F: 3 clusters Score -2056917 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2056957.500000 Penalty: 4856.913574
	Iteration 221Q: 3 clusters Score -2056958 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2056989.625000 Penalty: 4856.913574
	Iteration 222Q: 3 clusters Score -2056990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2057047.500000 Penalty: 4856.913574
	Iteration 223Q: 3 clusters Score -2057048 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2057122.750000 Penalty: 4856.913574
	Iteration 224Q: 3 clusters Score -2057123 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2057245.250000 Penalty: 4856.913574
	Iteration 225Q: 3 clusters Score -2057245 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2057391.500000 Penalty: 4856.913574
	Iteration 226Q: 3 clusters Score -2057392 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2057519.875000 Penalty: 4856.913574
	Iteration 227Q: 3 clusters Score -2057520 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2057636.500000 Penalty: 4856.913574
	Iteration 228Q: 3 clusters Score -2057636 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2057707.625000 Penalty: 4856.913574
	Iteration 229Q: 3 clusters Score -2057708 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2057743.250000 Penalty: 4856.913574
	Iteration 230Q: 3 clusters Score -2057743 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2057763.500000 Penalty: 4856.913574
	Iteration 231Q: 3 clusters Score -2057764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2057769.375000 Penalty: 4856.913574
	Iteration 232Q: 3 clusters Score -2057769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2057772.750000 Penalty: 4856.913574
	Iteration 233Q: 3 clusters Score -2057773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2057776.875000 Penalty: 4856.913574
	Iteration 234Q: 3 clusters Score -2057777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2057775.000000 Penalty: 4856.913574
	Iteration 235Q: 3 clusters Score -2057775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2057773.250000 Penalty: 4856.913574
	Iteration 236Q: 3 clusters Score -2057773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2057772.250000 Penalty: 4856.913574
	Iteration 237Q: 3 clusters Score -2057772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2057774.750000 Penalty: 4856.913574
	Iteration 238Q: 3 clusters Score -2057775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2057776.125000 Penalty: 4856.913574
	Iteration 239Q: 3 clusters Score -2057776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2057776.125000 Penalty: 4856.913574
	Iteration 240F: 3 clusters Score -2057776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 24497 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 16670 members 
Mstep: Class 5 contains 170593 members 
Mstep: Class 6 contains 104966 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 170747 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 46902 members 
Mstep: Class 12 contains 93959 members 
Mstep: Class 13 contains 48820 members 
Mstep: Class 14 contains 259341 members 
Mstep: Class 15 contains 78884 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 49181 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 3203 members 
Mstep: Class 20 contains 36785 members 
Mstep: Class 21 contains 3712 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 10194 members 
Mstep: Class 25 contains 4938 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 5650 members 
Mstep: Class 29 contains 6011 members 
Mstep: Class 30 contains 1522 members 
Mstep: Class 31 contains 14690 members 
Entering Unmasked Estep 
Score: -157680816.000000 Penalty: 108024.484375
Splitting cluster 19 changes total score from -157678992.000000 to -157680816.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (36785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Entering Unmasked Estep 
Score: -4806488.500000 Penalty: 2607.185547
	Iteration 0F: 2 clusters Score -4806488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -4781467.000000 Penalty: 5214.371094
	Iteration 0F: 3 clusters Score -4781467 nChanged 16778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4790471.500000 Penalty: 5214.371094
	Iteration 1F: 3 clusters Score -4790472 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -4790885.000000 Penalty: 5214.371094
	Iteration 2Q: 3 clusters Score -4790885 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4791289.500000 Penalty: 5214.371094
	Iteration 3Q: 3 clusters Score -4791290 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -4791707.500000 Penalty: 5214.371094
	Iteration 4Q: 3 clusters Score -4791708 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -4792160.000000 Penalty: 5214.371094
	Iteration 5Q: 3 clusters Score -4792160 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -4792791.000000 Penalty: 5214.371094
	Iteration 6Q: 3 clusters Score -4792791 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -4793691.500000 Penalty: 5214.371094
	Iteration 7Q: 3 clusters Score -4793692 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4795023.500000 Penalty: 5214.371094
	Iteration 8F: 3 clusters Score -4795024 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -4796724.000000 Penalty: 5214.371094
	Iteration 9F: 3 clusters Score -4796724 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4798626.000000 Penalty: 5214.371094
	Iteration 10F: 3 clusters Score -4798626 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4800369.000000 Penalty: 5214.371094
	Iteration 11F: 3 clusters Score -4800369 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4801657.000000 Penalty: 5214.371094
	Iteration 12Q: 3 clusters Score -4801657 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4802489.500000 Penalty: 5214.371094
	Iteration 13Q: 3 clusters Score -4802490 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4803065.000000 Penalty: 5214.371094
	Iteration 14Q: 3 clusters Score -4803065 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4803429.000000 Penalty: 5214.371094
	Iteration 15Q: 3 clusters Score -4803429 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4803674.000000 Penalty: 5214.371094
	Iteration 16Q: 3 clusters Score -4803674 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4803846.500000 Penalty: 5214.371094
	Iteration 17Q: 3 clusters Score -4803846 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4803955.000000 Penalty: 5214.371094
	Iteration 18Q: 3 clusters Score -4803955 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4804019.500000 Penalty: 5214.371094
	Iteration 19Q: 3 clusters Score -4804020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4804075.500000 Penalty: 5214.371094
	Iteration 20F: 3 clusters Score -4804076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4804104.000000 Penalty: 5214.371094
	Iteration 21Q: 3 clusters Score -4804104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4804131.500000 Penalty: 5214.371094
	Iteration 22Q: 3 clusters Score -4804132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4804165.000000 Penalty: 5214.371094
	Iteration 23Q: 3 clusters Score -4804165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4804187.500000 Penalty: 5214.371094
	Iteration 24Q: 3 clusters Score -4804188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4804219.000000 Penalty: 5214.371094
	Iteration 25Q: 3 clusters Score -4804219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4804224.000000 Penalty: 5214.371094
	Iteration 26Q: 3 clusters Score -4804224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4804242.000000 Penalty: 5214.371094
	Iteration 27Q: 3 clusters Score -4804242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4804254.000000 Penalty: 5214.371094
	Iteration 28Q: 3 clusters Score -4804254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4804258.000000 Penalty: 5214.371094
	Iteration 29Q: 3 clusters Score -4804258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4804262.500000 Penalty: 5214.371094
	Iteration 30Q: 3 clusters Score -4804262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4804262.000000 Penalty: 5214.371094
	Iteration 31Q: 3 clusters Score -4804262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4804263.000000 Penalty: 5214.371094
	Iteration 32Q: 3 clusters Score -4804263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4804271.000000 Penalty: 5214.371094
	Iteration 33Q: 3 clusters Score -4804271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4804272.000000 Penalty: 5214.371094
	Iteration 34Q: 3 clusters Score -4804272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4804274.000000 Penalty: 5214.371094
	Iteration 35Q: 3 clusters Score -4804274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4804273.000000 Penalty: 5214.371094
	Iteration 36Q: 3 clusters Score -4804273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4804274.000000 Penalty: 5214.371094
	Iteration 37Q: 3 clusters Score -4804274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4804276.500000 Penalty: 5214.371094
	Iteration 38Q: 3 clusters Score -4804276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4804276.500000 Penalty: 5214.371094
	Iteration 39F: 3 clusters Score -4804276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -444069.062500 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -444069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -440425.937500 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -440425.9 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -441452.687500 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -441452.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -441970.687500 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -441970.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -442533.343750 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -442533.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -442992.625000 Penalty: 4076.785645
	Iteration 4F: 3 clusters Score -442992.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -443271.312500 Penalty: 4076.785645
	Iteration 5F: 3 clusters Score -443271.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -443419.562500 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -443419.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -443488.781250 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -443488.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -443525.562500 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -443525.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -443551.406250 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -443551.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -443574.656250 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -443574.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -443606.281250 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -443606.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -443642.593750 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -443642.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -443676.156250 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -443676.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -443720.218750 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -443720.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -443773.593750 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -443773.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -443827.750000 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -443827.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -443888.437500 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -443888.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -443918.312500 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -443918.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -443940.625000 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -443940.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -443955.187500 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -443955.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -443965.156250 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -443965.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -443972.718750 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -443972.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -443977.843750 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -443977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -443979.093750 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -443979.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -443978.781250 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -443978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -443980.093750 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -443980.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -443980.093750 Penalty: 4076.785645
	Iteration 27F: 3 clusters Score -443980.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Entering Unmasked Estep 
Score: -652312.000000 Penalty: 2122.800049
	Iteration 0F: 2 clusters Score -652312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -647653.437500 Penalty: 4245.600098
	Iteration 0F: 3 clusters Score -647653.4 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -648700.125000 Penalty: 4245.600098
	Iteration 1F: 3 clusters Score -648700.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -648912.937500 Penalty: 4245.600098
	Iteration 2F: 3 clusters Score -648912.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -649044.687500 Penalty: 4245.600098
	Iteration 3Q: 3 clusters Score -649044.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -649124.687500 Penalty: 4245.600098
	Iteration 4Q: 3 clusters Score -649124.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -649180.250000 Penalty: 4245.600098
	Iteration 5Q: 3 clusters Score -649180.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -649224.187500 Penalty: 4245.600098
	Iteration 6Q: 3 clusters Score -649224.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -649254.312500 Penalty: 4245.600098
	Iteration 7Q: 3 clusters Score -649254.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -649279.687500 Penalty: 4245.600098
	Iteration 8Q: 3 clusters Score -649279.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -649299.375000 Penalty: 4245.600098
	Iteration 9Q: 3 clusters Score -649299.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -649318.500000 Penalty: 4245.600098
	Iteration 10Q: 3 clusters Score -649318.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -649335.625000 Penalty: 4245.600098
	Iteration 11Q: 3 clusters Score -649335.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -649344.625000 Penalty: 4245.600098
	Iteration 12Q: 3 clusters Score -649344.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -649355.562500 Penalty: 4245.600098
	Iteration 13Q: 3 clusters Score -649355.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -649364.437500 Penalty: 4245.600098
	Iteration 14Q: 3 clusters Score -649364.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -649373.000000 Penalty: 4245.600098
	Iteration 15Q: 3 clusters Score -649373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -649377.562500 Penalty: 4245.600098
	Iteration 16Q: 3 clusters Score -649377.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -649382.437500 Penalty: 4245.600098
	Iteration 17Q: 3 clusters Score -649382.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -649388.750000 Penalty: 4245.600098
	Iteration 18Q: 3 clusters Score -649388.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -649394.562500 Penalty: 4245.600098
	Iteration 19Q: 3 clusters Score -649394.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -649401.750000 Penalty: 4245.600098
	Iteration 20F: 3 clusters Score -649401.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -649412.375000 Penalty: 4245.600098
	Iteration 21Q: 3 clusters Score -649412.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -649421.687500 Penalty: 4245.600098
	Iteration 22Q: 3 clusters Score -649421.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -649431.250000 Penalty: 4245.600098
	Iteration 23Q: 3 clusters Score -649431.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -649439.062500 Penalty: 4245.600098
	Iteration 24Q: 3 clusters Score -649439.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -649446.375000 Penalty: 4245.600098
	Iteration 25Q: 3 clusters Score -649446.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -649451.437500 Penalty: 4245.600098
	Iteration 26Q: 3 clusters Score -649451.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -649456.687500 Penalty: 4245.600098
	Iteration 27Q: 3 clusters Score -649456.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -649457.875000 Penalty: 4245.600098
	Iteration 28Q: 3 clusters Score -649457.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -649462.625000 Penalty: 4245.600098
	Iteration 29Q: 3 clusters Score -649462.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -649462.750000 Penalty: 4245.600098
	Iteration 30Q: 3 clusters Score -649462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -649463.312500 Penalty: 4245.600098
	Iteration 31Q: 3 clusters Score -649463.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -649464.687500 Penalty: 4245.600098
	Iteration 32Q: 3 clusters Score -649464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -649464.312500 Penalty: 4245.600098
	Iteration 33Q: 3 clusters Score -649464.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -649464.312500 Penalty: 4245.600098
	Iteration 34F: 3 clusters Score -649464.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Entering Unmasked Estep 
Score: -665710.750000 Penalty: 2139.348877
	Iteration 0F: 2 clusters Score -665710.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -660924.625000 Penalty: 4278.697754
	Iteration 0F: 3 clusters Score -660924.6 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -663067.625000 Penalty: 4278.697754
	Iteration 1F: 3 clusters Score -663067.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -664518.312500 Penalty: 4278.697754
	Iteration 2F: 3 clusters Score -664518.3 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -665967.187500 Penalty: 4278.697754
	Iteration 3F: 3 clusters Score -665967.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -666759.812500 Penalty: 4278.697754
	Iteration 4F: 3 clusters Score -666759.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -666945.125000 Penalty: 4278.697754
	Iteration 5Q: 3 clusters Score -666945.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -666989.312500 Penalty: 4278.697754
	Iteration 6Q: 3 clusters Score -666989.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -667001.000000 Penalty: 4278.697754
	Iteration 7Q: 3 clusters Score -667001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -667003.687500 Penalty: 4278.697754
	Iteration 8Q: 3 clusters Score -667003.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -667008.062500 Penalty: 4278.697754
	Iteration 9Q: 3 clusters Score -667008.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -667009.812500 Penalty: 4278.697754
	Iteration 10Q: 3 clusters Score -667009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -667010.187500 Penalty: 4278.697754
	Iteration 11Q: 3 clusters Score -667010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -667011.000000 Penalty: 4278.697754
	Iteration 12Q: 3 clusters Score -667011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -667010.937500 Penalty: 4278.697754
	Iteration 13Q: 3 clusters Score -667010.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -667010.937500 Penalty: 4278.697754
	Iteration 14F: 3 clusters Score -667010.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 24497 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 16670 members 
Mstep: Class 5 contains 170593 members 
Mstep: Class 6 contains 104966 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 170747 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 46902 members 
Mstep: Class 12 contains 93959 members 
Mstep: Class 13 contains 48820 members 
Mstep: Class 14 contains 259341 members 
Mstep: Class 15 contains 78884 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 49181 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 3203 members 
Mstep: Class 20 contains 36785 members 
Mstep: Class 21 contains 3712 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 10194 members 
Mstep: Class 25 contains 4938 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 5650 members 
Mstep: Class 29 contains 6011 members 
Mstep: Class 30 contains 1522 members 
Mstep: Class 31 contains 14690 members 
Mstep: Class 32 contains 2382 members 
Entering Unmasked Estep 
Score: -157680912.000000 Penalty: 111509.140625
Splitting cluster 23 changes total score from -157678992.000000 to -157680912.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (10194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Entering Unmasked Estep 
Score: -1277789.375000 Penalty: 2288.929443
	Iteration 0F: 2 clusters Score -1277789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1270029.125000 Penalty: 4577.858887
	Iteration 0F: 3 clusters Score -1270029 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1272332.625000 Penalty: 4577.858887
	Iteration 1F: 3 clusters Score -1272333 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1272739.000000 Penalty: 4577.858887
	Iteration 2F: 3 clusters Score -1272739 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1273145.875000 Penalty: 4577.858887
	Iteration 3F: 3 clusters Score -1273146 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1273582.125000 Penalty: 4577.858887
	Iteration 4F: 3 clusters Score -1273582 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1273976.375000 Penalty: 4577.858887
	Iteration 5F: 3 clusters Score -1273976 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1274341.125000 Penalty: 4577.858887
	Iteration 6F: 3 clusters Score -1274341 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1274678.250000 Penalty: 4577.858887
	Iteration 7F: 3 clusters Score -1274678 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1274963.500000 Penalty: 4577.858887
	Iteration 8Q: 3 clusters Score -1274964 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1275221.625000 Penalty: 4577.858887
	Iteration 9Q: 3 clusters Score -1275222 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1275446.750000 Penalty: 4577.858887
	Iteration 10Q: 3 clusters Score -1275447 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1275659.250000 Penalty: 4577.858887
	Iteration 11Q: 3 clusters Score -1275659 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1275823.875000 Penalty: 4577.858887
	Iteration 12Q: 3 clusters Score -1275824 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1275944.625000 Penalty: 4577.858887
	Iteration 13Q: 3 clusters Score -1275945 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1276058.000000 Penalty: 4577.858887
	Iteration 14Q: 3 clusters Score -1276058 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1276158.500000 Penalty: 4577.858887
	Iteration 15Q: 3 clusters Score -1276158 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1276227.750000 Penalty: 4577.858887
	Iteration 16Q: 3 clusters Score -1276228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1276271.000000 Penalty: 4577.858887
	Iteration 17Q: 3 clusters Score -1276271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1276300.750000 Penalty: 4577.858887
	Iteration 18Q: 3 clusters Score -1276301 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1276335.625000 Penalty: 4577.858887
	Iteration 19Q: 3 clusters Score -1276336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1276364.500000 Penalty: 4577.858887
	Iteration 20F: 3 clusters Score -1276364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1276381.500000 Penalty: 4577.858887
	Iteration 21Q: 3 clusters Score -1276382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1276391.625000 Penalty: 4577.858887
	Iteration 22Q: 3 clusters Score -1276392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1276403.750000 Penalty: 4577.858887
	Iteration 23Q: 3 clusters Score -1276404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1276411.375000 Penalty: 4577.858887
	Iteration 24Q: 3 clusters Score -1276411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1276415.875000 Penalty: 4577.858887
	Iteration 25Q: 3 clusters Score -1276416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1276416.875000 Penalty: 4577.858887
	Iteration 26Q: 3 clusters Score -1276417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1276421.875000 Penalty: 4577.858887
	Iteration 27Q: 3 clusters Score -1276422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1276426.750000 Penalty: 4577.858887
	Iteration 28Q: 3 clusters Score -1276427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1276431.000000 Penalty: 4577.858887
	Iteration 29Q: 3 clusters Score -1276431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1276432.000000 Penalty: 4577.858887
	Iteration 30Q: 3 clusters Score -1276432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1276436.625000 Penalty: 4577.858887
	Iteration 31Q: 3 clusters Score -1276437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1276445.375000 Penalty: 4577.858887
	Iteration 32Q: 3 clusters Score -1276445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1276451.125000 Penalty: 4577.858887
	Iteration 33Q: 3 clusters Score -1276451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1276456.000000 Penalty: 4577.858887
	Iteration 34Q: 3 clusters Score -1276456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1276459.000000 Penalty: 4577.858887
	Iteration 35Q: 3 clusters Score -1276459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1276459.375000 Penalty: 4577.858887
	Iteration 36Q: 3 clusters Score -1276459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1276461.250000 Penalty: 4577.858887
	Iteration 37Q: 3 clusters Score -1276461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1276463.875000 Penalty: 4577.858887
	Iteration 38Q: 3 clusters Score -1276464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1276464.250000 Penalty: 4577.858887
	Iteration 39Q: 3 clusters Score -1276464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1276465.125000 Penalty: 4577.858887
	Iteration 40F: 3 clusters Score -1276465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Entering Unmasked Estep 
Score: -604902.500000 Penalty: 2109.169434
	Iteration 0F: 2 clusters Score -604902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -600373.000000 Penalty: 4218.338867
	Iteration 0F: 3 clusters Score -600373 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -601434.375000 Penalty: 4218.338867
	Iteration 1F: 3 clusters Score -601434.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -601624.625000 Penalty: 4218.338867
	Iteration 2F: 3 clusters Score -601624.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -601729.250000 Penalty: 4218.338867
	Iteration 3Q: 3 clusters Score -601729.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -601789.250000 Penalty: 4218.338867
	Iteration 4Q: 3 clusters Score -601789.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -601829.375000 Penalty: 4218.338867
	Iteration 5Q: 3 clusters Score -601829.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -601860.750000 Penalty: 4218.338867
	Iteration 6Q: 3 clusters Score -601860.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -601892.187500 Penalty: 4218.338867
	Iteration 7Q: 3 clusters Score -601892.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -601928.187500 Penalty: 4218.338867
	Iteration 8Q: 3 clusters Score -601928.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -601956.750000 Penalty: 4218.338867
	Iteration 9Q: 3 clusters Score -601956.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -601985.437500 Penalty: 4218.338867
	Iteration 10Q: 3 clusters Score -601985.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -602009.812500 Penalty: 4218.338867
	Iteration 11Q: 3 clusters Score -602009.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -602038.687500 Penalty: 4218.338867
	Iteration 12Q: 3 clusters Score -602038.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -602063.562500 Penalty: 4218.338867
	Iteration 13Q: 3 clusters Score -602063.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -602089.750000 Penalty: 4218.338867
	Iteration 14Q: 3 clusters Score -602089.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -602117.250000 Penalty: 4218.338867
	Iteration 15Q: 3 clusters Score -602117.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -602147.812500 Penalty: 4218.338867
	Iteration 16Q: 3 clusters Score -602147.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -602184.000000 Penalty: 4218.338867
	Iteration 17Q: 3 clusters Score -602184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -602223.875000 Penalty: 4218.338867
	Iteration 18Q: 3 clusters Score -602223.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -602267.187500 Penalty: 4218.338867
	Iteration 19Q: 3 clusters Score -602267.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -602298.875000 Penalty: 4218.338867
	Iteration 20F: 3 clusters Score -602298.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -602332.750000 Penalty: 4218.338867
	Iteration 21Q: 3 clusters Score -602332.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -602368.625000 Penalty: 4218.338867
	Iteration 22Q: 3 clusters Score -602368.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -602393.937500 Penalty: 4218.338867
	Iteration 23Q: 3 clusters Score -602393.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -602419.000000 Penalty: 4218.338867
	Iteration 24Q: 3 clusters Score -602419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -602449.937500 Penalty: 4218.338867
	Iteration 25Q: 3 clusters Score -602449.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -602483.437500 Penalty: 4218.338867
	Iteration 26Q: 3 clusters Score -602483.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -602517.125000 Penalty: 4218.338867
	Iteration 27Q: 3 clusters Score -602517.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -602546.625000 Penalty: 4218.338867
	Iteration 28Q: 3 clusters Score -602546.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -602576.937500 Penalty: 4218.338867
	Iteration 29Q: 3 clusters Score -602576.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -602605.750000 Penalty: 4218.338867
	Iteration 30Q: 3 clusters Score -602605.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -602638.250000 Penalty: 4218.338867
	Iteration 31Q: 3 clusters Score -602638.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -602665.062500 Penalty: 4218.338867
	Iteration 32Q: 3 clusters Score -602665.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -602686.500000 Penalty: 4218.338867
	Iteration 33Q: 3 clusters Score -602686.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -602710.250000 Penalty: 4218.338867
	Iteration 34Q: 3 clusters Score -602710.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -602738.062500 Penalty: 4218.338867
	Iteration 35Q: 3 clusters Score -602738.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -602765.937500 Penalty: 4218.338867
	Iteration 36Q: 3 clusters Score -602765.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -602792.187500 Penalty: 4218.338867
	Iteration 37Q: 3 clusters Score -602792.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -602816.125000 Penalty: 4218.338867
	Iteration 38Q: 3 clusters Score -602816.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -602840.500000 Penalty: 4218.338867
	Iteration 39Q: 3 clusters Score -602840.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -602865.375000 Penalty: 4218.338867
	Iteration 40F: 3 clusters Score -602865.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -602889.687500 Penalty: 4218.338867
	Iteration 41Q: 3 clusters Score -602889.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -602913.500000 Penalty: 4218.338867
	Iteration 42Q: 3 clusters Score -602913.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -602932.312500 Penalty: 4218.338867
	Iteration 43Q: 3 clusters Score -602932.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -602953.187500 Penalty: 4218.338867
	Iteration 44Q: 3 clusters Score -602953.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -602969.687500 Penalty: 4218.338867
	Iteration 45Q: 3 clusters Score -602969.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -602980.875000 Penalty: 4218.338867
	Iteration 46Q: 3 clusters Score -602980.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -602992.687500 Penalty: 4218.338867
	Iteration 47Q: 3 clusters Score -602992.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -603002.562500 Penalty: 4218.338867
	Iteration 48Q: 3 clusters Score -603002.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -603012.000000 Penalty: 4218.338867
	Iteration 49Q: 3 clusters Score -603012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -603026.187500 Penalty: 4218.338867
	Iteration 50Q: 3 clusters Score -603026.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -603032.562500 Penalty: 4218.338867
	Iteration 51Q: 3 clusters Score -603032.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -603037.875000 Penalty: 4218.338867
	Iteration 52Q: 3 clusters Score -603037.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -603040.062500 Penalty: 4218.338867
	Iteration 53Q: 3 clusters Score -603040.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -603041.125000 Penalty: 4218.338867
	Iteration 54Q: 3 clusters Score -603041.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -603041.125000 Penalty: 4218.338867
	Iteration 55F: 3 clusters Score -603041.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -106686.992188 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -106687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -104897.273438 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -104897.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -105665.304688 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -105665.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -106462.000000 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -106462 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -107356.523438 Penalty: 3433.631348
	Iteration 3F: 3 clusters Score -107356.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108088.757812 Penalty: 3433.631348
	Iteration 4F: 3 clusters Score -108088.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -108295.289062 Penalty: 3433.631348
	Iteration 5Q: 3 clusters Score -108295.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108472.445312 Penalty: 3433.631348
	Iteration 6Q: 3 clusters Score -108472.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -108620.781250 Penalty: 3433.631348
	Iteration 7Q: 3 clusters Score -108620.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -108670.601562 Penalty: 3433.631348
	Iteration 8Q: 3 clusters Score -108670.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -108735.953125 Penalty: 3433.631348
	Iteration 9Q: 3 clusters Score -108736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108835.851562 Penalty: 3433.631348
	Iteration 10Q: 3 clusters Score -108835.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -108959.460938 Penalty: 3433.631348
	Iteration 11Q: 3 clusters Score -108959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -108984.093750 Penalty: 3433.631348
	Iteration 12Q: 3 clusters Score -108984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -108989.992188 Penalty: 3433.631348
	Iteration 13Q: 3 clusters Score -108990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -108995.000000 Penalty: 3433.631348
	Iteration 14Q: 3 clusters Score -108995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -108996.164062 Penalty: 3433.631348
	Iteration 15Q: 3 clusters Score -108996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -109001.484375 Penalty: 3433.631348
	Iteration 16F: 3 clusters Score -109001.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -109057.343750 Penalty: 3433.631348
	Iteration 17Q: 3 clusters Score -109057.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -109067.906250 Penalty: 3433.631348
	Iteration 18Q: 3 clusters Score -109067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -109082.156250 Penalty: 3433.631348
	Iteration 19Q: 3 clusters Score -109082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -109086.109375 Penalty: 3433.631348
	Iteration 20F: 3 clusters Score -109086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 24497 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 16670 members 
Mstep: Class 5 contains 170593 members 
Mstep: Class 6 contains 104966 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 170747 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 46902 members 
Mstep: Class 12 contains 93959 members 
Mstep: Class 13 contains 48820 members 
Mstep: Class 14 contains 259341 members 
Mstep: Class 15 contains 78884 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 49181 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 3203 members 
Mstep: Class 20 contains 36785 members 
Mstep: Class 21 contains 3712 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 10194 members 
Mstep: Class 25 contains 4938 members 
Mstep: Class 26 contains 501 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 5650 members 
Mstep: Class 29 contains 6011 members 
Mstep: Class 30 contains 1522 members 
Mstep: Class 31 contains 14690 members 
Mstep: Class 32 contains 2382 members 
Mstep: Class 33 contains 514 members 
Entering Unmasked Estep 
Score: -157681808.000000 Penalty: 114993.804688
Splitting cluster 26 changes total score from -157678992.000000 to -157681808.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 27 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -743785.875000 Penalty: 2182.316162
	Iteration 0F: 2 clusters Score -743785.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -738270.000000 Penalty: 4364.632324
	Iteration 0F: 3 clusters Score -738270 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -739807.187500 Penalty: 4364.632324
	Iteration 1F: 3 clusters Score -739807.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -740322.062500 Penalty: 4364.632324
	Iteration 2F: 3 clusters Score -740322.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -740855.687500 Penalty: 4364.632324
	Iteration 3F: 3 clusters Score -740855.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -741355.500000 Penalty: 4364.632324
	Iteration 4F: 3 clusters Score -741355.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -741852.937500 Penalty: 4364.632324
	Iteration 5F: 3 clusters Score -741852.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -742255.687500 Penalty: 4364.632324
	Iteration 6F: 3 clusters Score -742255.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -742574.187500 Penalty: 4364.632324
	Iteration 7F: 3 clusters Score -742574.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -742820.187500 Penalty: 4364.632324
	Iteration 8Q: 3 clusters Score -742820.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -743023.000000 Penalty: 4364.632324
	Iteration 9Q: 3 clusters Score -743023 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -743207.437500 Penalty: 4364.632324
	Iteration 10Q: 3 clusters Score -743207.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -743344.562500 Penalty: 4364.632324
	Iteration 11Q: 3 clusters Score -743344.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -743413.187500 Penalty: 4364.632324
	Iteration 12Q: 3 clusters Score -743413.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -743440.812500 Penalty: 4364.632324
	Iteration 13Q: 3 clusters Score -743440.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -743464.750000 Penalty: 4364.632324
	Iteration 14Q: 3 clusters Score -743464.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -743474.125000 Penalty: 4364.632324
	Iteration 15Q: 3 clusters Score -743474.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -743484.875000 Penalty: 4364.632324
	Iteration 16Q: 3 clusters Score -743484.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -743489.312500 Penalty: 4364.632324
	Iteration 17Q: 3 clusters Score -743489.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -743493.500000 Penalty: 4364.632324
	Iteration 18Q: 3 clusters Score -743493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -743492.687500 Penalty: 4364.632324
	Iteration 19Q: 3 clusters Score -743492.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -743496.687500 Penalty: 4364.632324
	Iteration 20F: 3 clusters Score -743496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -743499.250000 Penalty: 4364.632324
	Iteration 21Q: 3 clusters Score -743499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -743497.562500 Penalty: 4364.632324
	Iteration 22Q: 3 clusters Score -743497.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -743497.562500 Penalty: 4364.632324
	Iteration 23F: 3 clusters Score -743497.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 24497 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 16670 members 
Mstep: Class 5 contains 170593 members 
Mstep: Class 6 contains 104966 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 170747 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 46902 members 
Mstep: Class 12 contains 93959 members 
Mstep: Class 13 contains 48820 members 
Mstep: Class 14 contains 259341 members 
Mstep: Class 15 contains 78884 members 
Mstep: Class 16 contains 13106 members 
Mstep: Class 17 contains 49181 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 3203 members 
Mstep: Class 20 contains 36785 members 
Mstep: Class 21 contains 3712 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 10194 members 
Mstep: Class 25 contains 4938 members 
Mstep: Class 26 contains 501 members 
Mstep: Class 27 contains 6632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685008.000000 Penalty: 114993.804688
Iteration 79Q: 34 clusters Score -1.57685e+08 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 24491 members 
Mstep: Class 3 contains 8197 members 
Mstep: Class 4 contains 16585 members 
Mstep: Class 5 contains 170662 members 
Mstep: Class 6 contains 104404 members 
Mstep: Class 7 contains 30128 members 
Mstep: Class 8 contains 170763 members 
Mstep: Class 9 contains 8052 members 
Mstep: Class 10 contains 15600 members 
Mstep: Class 11 contains 46851 members 
Mstep: Class 12 contains 94445 members 
Mstep: Class 13 contains 48754 members 
Mstep: Class 14 contains 258845 members 
Mstep: Class 15 contains 78574 members 
Mstep: Class 16 contains 13235 members 
Mstep: Class 17 contains 49279 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 4009 members 
Mstep: Class 20 contains 36777 members 
Mstep: Class 21 contains 3729 members 
Mstep: Class 22 contains 5352 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 10203 members 
Mstep: Class 25 contains 4962 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 6639 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 6048 members 
Mstep: Class 30 contains 1512 members 
Mstep: Class 31 contains 13860 members 
Mstep: Class 32 contains 2153 members 
Mstep: Class 33 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688112.000000 Penalty: 114993.804688
Iteration 80F: 34 clusters Score -1.576881e+08 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 24490 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 16512 members 
Mstep: Class 5 contains 170520 members 
Mstep: Class 6 contains 103797 members 
Mstep: Class 7 contains 30183 members 
Mstep: Class 8 contains 170690 members 
Mstep: Class 9 contains 7846 members 
Mstep: Class 10 contains 15481 members 
Mstep: Class 11 contains 46808 members 
Mstep: Class 12 contains 94850 members 
Mstep: Class 13 contains 48619 members 
Mstep: Class 14 contains 258532 members 
Mstep: Class 15 contains 78286 members 
Mstep: Class 16 contains 13340 members 
Mstep: Class 17 contains 49241 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 4496 members 
Mstep: Class 20 contains 36797 members 
Mstep: Class 21 contains 3741 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 3864 members 
Mstep: Class 24 contains 10216 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 641 members 
Mstep: Class 27 contains 6557 members 
Mstep: Class 28 contains 5594 members 
Mstep: Class 29 contains 6585 members 
Mstep: Class 30 contains 1529 members 
Mstep: Class 31 contains 13811 members 
Mstep: Class 32 contains 2227 members 
Mstep: Class 33 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689424.000000 Penalty: 114993.804688
Iteration 81Q: 34 clusters Score -1.576894e+08 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 24456 members 
Mstep: Class 3 contains 8254 members 
Mstep: Class 4 contains 16452 members 
Mstep: Class 5 contains 170464 members 
Mstep: Class 6 contains 103387 members 
Mstep: Class 7 contains 30228 members 
Mstep: Class 8 contains 170611 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 15361 members 
Mstep: Class 11 contains 46755 members 
Mstep: Class 12 contains 95286 members 
Mstep: Class 13 contains 48523 members 
Mstep: Class 14 contains 258340 members 
Mstep: Class 15 contains 77952 members 
Mstep: Class 16 contains 13432 members 
Mstep: Class 17 contains 49206 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 4822 members 
Mstep: Class 20 contains 36826 members 
Mstep: Class 21 contains 3779 members 
Mstep: Class 22 contains 5394 members 
Mstep: Class 23 contains 4068 members 
Mstep: Class 24 contains 10223 members 
Mstep: Class 25 contains 5052 members 
Mstep: Class 26 contains 648 members 
Mstep: Class 27 contains 6525 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 6997 members 
Mstep: Class 30 contains 1530 members 
Mstep: Class 31 contains 13723 members 
Mstep: Class 32 contains 2255 members 
Mstep: Class 33 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690352.000000 Penalty: 114993.804688
Iteration 82Q: 34 clusters Score -1.576904e+08 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 24431 members 
Mstep: Class 3 contains 8289 members 
Mstep: Class 4 contains 16403 members 
Mstep: Class 5 contains 170442 members 
Mstep: Class 6 contains 103098 members 
Mstep: Class 7 contains 30253 members 
Mstep: Class 8 contains 170504 members 
Mstep: Class 9 contains 7624 members 
Mstep: Class 10 contains 15264 members 
Mstep: Class 11 contains 46705 members 
Mstep: Class 12 contains 95698 members 
Mstep: Class 13 contains 48419 members 
Mstep: Class 14 contains 258184 members 
Mstep: Class 15 contains 77660 members 
Mstep: Class 16 contains 13502 members 
Mstep: Class 17 contains 49164 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 36855 members 
Mstep: Class 21 contains 3823 members 
Mstep: Class 22 contains 5406 members 
Mstep: Class 23 contains 4215 members 
Mstep: Class 24 contains 10230 members 
Mstep: Class 25 contains 5078 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 6505 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 7338 members 
Mstep: Class 30 contains 1531 members 
Mstep: Class 31 contains 13670 members 
Mstep: Class 32 contains 2270 members 
Mstep: Class 33 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 34 clusters Score -1.576908e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 24419 members 
Mstep: Class 3 contains 8329 members 
Mstep: Class 4 contains 16356 members 
Mstep: Class 5 contains 170361 members 
Mstep: Class 6 contains 102851 members 
Mstep: Class 7 contains 30270 members 
Mstep: Class 8 contains 170416 members 
Mstep: Class 9 contains 7546 members 
Mstep: Class 10 contains 15178 members 
Mstep: Class 11 contains 46680 members 
Mstep: Class 12 contains 96083 members 
Mstep: Class 13 contains 48294 members 
Mstep: Class 14 contains 258046 members 
Mstep: Class 15 contains 77394 members 
Mstep: Class 16 contains 13554 members 
Mstep: Class 17 contains 49122 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 5268 members 
Mstep: Class 20 contains 36883 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 4330 members 
Mstep: Class 24 contains 10235 members 
Mstep: Class 25 contains 5115 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 6492 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 7678 members 
Mstep: Class 30 contains 1531 members 
Mstep: Class 31 contains 13647 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 543 members 
Entering Unmasked Estep 
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Iteration 84Q: 34 clusters Score -1.576911e+08 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 24404 members 
Mstep: Class 3 contains 8359 members 
Mstep: Class 4 contains 16321 members 
Mstep: Class 5 contains 170273 members 
Mstep: Class 6 contains 102664 members 
Mstep: Class 7 contains 30286 members 
Mstep: Class 8 contains 170243 members 
Mstep: Class 9 contains 7492 members 
Mstep: Class 10 contains 15101 members 
Mstep: Class 11 contains 46650 members 
Mstep: Class 12 contains 96425 members 
Mstep: Class 13 contains 48172 members 
Mstep: Class 14 contains 258011 members 
Mstep: Class 15 contains 77145 members 
Mstep: Class 16 contains 13612 members 
Mstep: Class 17 contains 49106 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 5414 members 
Mstep: Class 20 contains 36899 members 
Mstep: Class 21 contains 3844 members 
Mstep: Class 22 contains 5453 members 
Mstep: Class 23 contains 4430 members 
Mstep: Class 24 contains 10247 members 
Mstep: Class 25 contains 5150 members 
Mstep: Class 26 contains 648 members 
Mstep: Class 27 contains 6490 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 7994 members 
Mstep: Class 30 contains 1531 members 
Mstep: Class 31 contains 13633 members 
Mstep: Class 32 contains 2294 members 
Mstep: Class 33 contains 551 members 
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Iteration 85Q: 34 clusters Score -1.576912e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 24413 members 
Mstep: Class 3 contains 8395 members 
Mstep: Class 4 contains 16292 members 
Mstep: Class 5 contains 170204 members 
Mstep: Class 6 contains 102537 members 
Mstep: Class 7 contains 30300 members 
Mstep: Class 8 contains 170087 members 
Mstep: Class 9 contains 7418 members 
Mstep: Class 10 contains 15043 members 
Mstep: Class 11 contains 46597 members 
Mstep: Class 12 contains 96740 members 
Mstep: Class 13 contains 48043 members 
Mstep: Class 14 contains 257979 members 
Mstep: Class 15 contains 76937 members 
Mstep: Class 16 contains 13665 members 
Mstep: Class 17 contains 49068 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 5520 members 
Mstep: Class 20 contains 36918 members 
Mstep: Class 21 contains 3875 members 
Mstep: Class 22 contains 5473 members 
Mstep: Class 23 contains 4506 members 
Mstep: Class 24 contains 10256 members 
Mstep: Class 25 contains 5182 members 
Mstep: Class 26 contains 648 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 5608 members 
Mstep: Class 29 contains 8284 members 
Mstep: Class 30 contains 1531 members 
Mstep: Class 31 contains 13603 members 
Mstep: Class 32 contains 2298 members 
Mstep: Class 33 contains 557 members 
Entering Unmasked Estep 
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Iteration 86Q: 34 clusters Score -1.57692e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 24408 members 
Mstep: Class 3 contains 8410 members 
Mstep: Class 4 contains 16262 members 
Mstep: Class 5 contains 170084 members 
Mstep: Class 6 contains 102411 members 
Mstep: Class 7 contains 30307 members 
Mstep: Class 8 contains 169930 members 
Mstep: Class 9 contains 7365 members 
Mstep: Class 10 contains 15011 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 97052 members 
Mstep: Class 13 contains 47932 members 
Mstep: Class 14 contains 257986 members 
Mstep: Class 15 contains 76743 members 
Mstep: Class 16 contains 13703 members 
Mstep: Class 17 contains 49040 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 5600 members 
Mstep: Class 20 contains 36935 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 10261 members 
Mstep: Class 25 contains 5220 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 5608 members 
Mstep: Class 29 contains 8576 members 
Mstep: Class 30 contains 1531 members 
Mstep: Class 31 contains 13579 members 
Mstep: Class 32 contains 2308 members 
Mstep: Class 33 contains 563 members 
Entering Unmasked Estep 
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Iteration 87Q: 34 clusters Score -1.576923e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 24388 members 
Mstep: Class 3 contains 8415 members 
Mstep: Class 4 contains 16244 members 
Mstep: Class 5 contains 169955 members 
Mstep: Class 6 contains 102312 members 
Mstep: Class 7 contains 30313 members 
Mstep: Class 8 contains 169781 members 
Mstep: Class 9 contains 7295 members 
Mstep: Class 10 contains 14974 members 
Mstep: Class 11 contains 46504 members 
Mstep: Class 12 contains 97353 members 
Mstep: Class 13 contains 47849 members 
Mstep: Class 14 contains 257996 members 
Mstep: Class 15 contains 76550 members 
Mstep: Class 16 contains 13743 members 
Mstep: Class 17 contains 49022 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 5663 members 
Mstep: Class 20 contains 36956 members 
Mstep: Class 21 contains 3943 members 
Mstep: Class 22 contains 5505 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 10270 members 
Mstep: Class 25 contains 5262 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 6512 members 
Mstep: Class 28 contains 5609 members 
Mstep: Class 29 contains 8862 members 
Mstep: Class 30 contains 1531 members 
Mstep: Class 31 contains 13556 members 
Mstep: Class 32 contains 2314 members 
Mstep: Class 33 contains 568 members 
Entering Unmasked Estep 
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Iteration 88Q: 34 clusters Score -1.576929e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 24388 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 16232 members 
Mstep: Class 5 contains 169822 members 
Mstep: Class 6 contains 102229 members 
Mstep: Class 7 contains 30313 members 
Mstep: Class 8 contains 169665 members 
Mstep: Class 9 contains 7228 members 
Mstep: Class 10 contains 14928 members 
Mstep: Class 11 contains 46469 members 
Mstep: Class 12 contains 97602 members 
Mstep: Class 13 contains 47794 members 
Mstep: Class 14 contains 257970 members 
Mstep: Class 15 contains 76377 members 
Mstep: Class 16 contains 13780 members 
Mstep: Class 17 contains 49000 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 5718 members 
Mstep: Class 20 contains 36977 members 
Mstep: Class 21 contains 3964 members 
Mstep: Class 22 contains 5513 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 10275 members 
Mstep: Class 25 contains 5292 members 
Mstep: Class 26 contains 641 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 5610 members 
Mstep: Class 29 contains 9139 members 
Mstep: Class 30 contains 1531 members 
Mstep: Class 31 contains 13568 members 
Mstep: Class 32 contains 2325 members 
Mstep: Class 33 contains 572 members 
Entering Unmasked Estep 
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Iteration 89Q: 34 clusters Score -1.576931e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 24383 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 16217 members 
Mstep: Class 5 contains 169665 members 
Mstep: Class 6 contains 102173 members 
Mstep: Class 7 contains 30307 members 
Mstep: Class 8 contains 169572 members 
Mstep: Class 9 contains 7195 members 
Mstep: Class 10 contains 14882 members 
Mstep: Class 11 contains 46450 members 
Mstep: Class 12 contains 97792 members 
Mstep: Class 13 contains 47736 members 
Mstep: Class 14 contains 257953 members 
Mstep: Class 15 contains 76246 members 
Mstep: Class 16 contains 13820 members 
Mstep: Class 17 contains 48989 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 5765 members 
Mstep: Class 20 contains 37004 members 
Mstep: Class 21 contains 3979 members 
Mstep: Class 22 contains 5523 members 
Mstep: Class 23 contains 4699 members 
Mstep: Class 24 contains 10278 members 
Mstep: Class 25 contains 5322 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 6514 members 
Mstep: Class 28 contains 5610 members 
Mstep: Class 29 contains 9369 members 
Mstep: Class 30 contains 1531 members 
Mstep: Class 31 contains 13576 members 
Mstep: Class 32 contains 2325 members 
Mstep: Class 33 contains 576 members 
Entering Unmasked Estep 
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Iteration 90Q: 34 clusters Score -1.57693e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 24378 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 16204 members 
Mstep: Class 5 contains 169501 members 
Mstep: Class 6 contains 102113 members 
Mstep: Class 7 contains 30303 members 
Mstep: Class 8 contains 169501 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 14839 members 
Mstep: Class 11 contains 46434 members 
Mstep: Class 12 contains 97965 members 
Mstep: Class 13 contains 47686 members 
Mstep: Class 14 contains 257908 members 
Mstep: Class 15 contains 76094 members 
Mstep: Class 16 contains 13862 members 
Mstep: Class 17 contains 48979 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 5817 members 
Mstep: Class 20 contains 37030 members 
Mstep: Class 21 contains 4003 members 
Mstep: Class 22 contains 5527 members 
Mstep: Class 23 contains 4726 members 
Mstep: Class 24 contains 10284 members 
Mstep: Class 25 contains 5345 members 
Mstep: Class 26 contains 636 members 
Mstep: Class 27 contains 6524 members 
Mstep: Class 28 contains 5610 members 
Mstep: Class 29 contains 9642 members 
Mstep: Class 30 contains 1530 members 
Mstep: Class 31 contains 13580 members 
Mstep: Class 32 contains 2330 members 
Mstep: Class 33 contains 578 members 
Entering Unmasked Estep 
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Iteration 91Q: 34 clusters Score -1.576934e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 24363 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 16198 members 
Mstep: Class 5 contains 169315 members 
Mstep: Class 6 contains 102071 members 
Mstep: Class 7 contains 30310 members 
Mstep: Class 8 contains 169464 members 
Mstep: Class 9 contains 7137 members 
Mstep: Class 10 contains 14795 members 
Mstep: Class 11 contains 46435 members 
Mstep: Class 12 contains 98145 members 
Mstep: Class 13 contains 47624 members 
Mstep: Class 14 contains 257844 members 
Mstep: Class 15 contains 75952 members 
Mstep: Class 16 contains 13901 members 
Mstep: Class 17 contains 48961 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 5866 members 
Mstep: Class 20 contains 37055 members 
Mstep: Class 21 contains 4004 members 
Mstep: Class 22 contains 5534 members 
Mstep: Class 23 contains 4757 members 
Mstep: Class 24 contains 10284 members 
Mstep: Class 25 contains 5359 members 
Mstep: Class 26 contains 632 members 
Mstep: Class 27 contains 6533 members 
Mstep: Class 28 contains 5608 members 
Mstep: Class 29 contains 9917 members 
Mstep: Class 30 contains 1529 members 
Mstep: Class 31 contains 13573 members 
Mstep: Class 32 contains 2333 members 
Mstep: Class 33 contains 583 members 
Entering Unmasked Estep 
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Iteration 92Q: 34 clusters Score -1.576937e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 24362 members 
Mstep: Class 3 contains 8476 members 
Mstep: Class 4 contains 16191 members 
Mstep: Class 5 contains 169121 members 
Mstep: Class 6 contains 102028 members 
Mstep: Class 7 contains 30309 members 
Mstep: Class 8 contains 169442 members 
Mstep: Class 9 contains 7113 members 
Mstep: Class 10 contains 14744 members 
Mstep: Class 11 contains 46403 members 
Mstep: Class 12 contains 98329 members 
Mstep: Class 13 contains 47586 members 
Mstep: Class 14 contains 257771 members 
Mstep: Class 15 contains 75820 members 
Mstep: Class 16 contains 13930 members 
Mstep: Class 17 contains 48936 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 37068 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 5537 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 10289 members 
Mstep: Class 25 contains 5383 members 
Mstep: Class 26 contains 627 members 
Mstep: Class 27 contains 6535 members 
Mstep: Class 28 contains 5609 members 
Mstep: Class 29 contains 10188 members 
Mstep: Class 30 contains 1529 members 
Mstep: Class 31 contains 13572 members 
Mstep: Class 32 contains 2335 members 
Mstep: Class 33 contains 591 members 
Entering Unmasked Estep 
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Iteration 93Q: 34 clusters Score -1.576938e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 24352 members 
Mstep: Class 3 contains 8489 members 
Mstep: Class 4 contains 16185 members 
Mstep: Class 5 contains 168930 members 
Mstep: Class 6 contains 101990 members 
Mstep: Class 7 contains 30309 members 
Mstep: Class 8 contains 169445 members 
Mstep: Class 9 contains 7100 members 
Mstep: Class 10 contains 14706 members 
Mstep: Class 11 contains 46383 members 
Mstep: Class 12 contains 98503 members 
Mstep: Class 13 contains 47541 members 
Mstep: Class 14 contains 257678 members 
Mstep: Class 15 contains 75703 members 
Mstep: Class 16 contains 13956 members 
Mstep: Class 17 contains 48914 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 5956 members 
Mstep: Class 20 contains 37078 members 
Mstep: Class 21 contains 4041 members 
Mstep: Class 22 contains 5536 members 
Mstep: Class 23 contains 4814 members 
Mstep: Class 24 contains 10295 members 
Mstep: Class 25 contains 5405 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 6555 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 10437 members 
Mstep: Class 30 contains 1528 members 
Mstep: Class 31 contains 13551 members 
Mstep: Class 32 contains 2340 members 
Mstep: Class 33 contains 601 members 
Entering Unmasked Estep 
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Iteration 94Q: 34 clusters Score -1.57694e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 24337 members 
Mstep: Class 3 contains 8505 members 
Mstep: Class 4 contains 16174 members 
Mstep: Class 5 contains 168730 members 
Mstep: Class 6 contains 101952 members 
Mstep: Class 7 contains 30311 members 
Mstep: Class 8 contains 169461 members 
Mstep: Class 9 contains 7090 members 
Mstep: Class 10 contains 14669 members 
Mstep: Class 11 contains 46368 members 
Mstep: Class 12 contains 98635 members 
Mstep: Class 13 contains 47515 members 
Mstep: Class 14 contains 257579 members 
Mstep: Class 15 contains 75610 members 
Mstep: Class 16 contains 13985 members 
Mstep: Class 17 contains 48905 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6000 members 
Mstep: Class 20 contains 37079 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 4829 members 
Mstep: Class 24 contains 10296 members 
Mstep: Class 25 contains 5431 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 6568 members 
Mstep: Class 28 contains 5607 members 
Mstep: Class 29 contains 10681 members 
Mstep: Class 30 contains 1528 members 
Mstep: Class 31 contains 13542 members 
Mstep: Class 32 contains 2345 members 
Mstep: Class 33 contains 610 members 
Entering Unmasked Estep 
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Iteration 95Q: 34 clusters Score -1.576941e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 24315 members 
Mstep: Class 3 contains 8533 members 
Mstep: Class 4 contains 16161 members 
Mstep: Class 5 contains 168545 members 
Mstep: Class 6 contains 101920 members 
Mstep: Class 7 contains 30314 members 
Mstep: Class 8 contains 169458 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 14630 members 
Mstep: Class 11 contains 46351 members 
Mstep: Class 12 contains 98771 members 
Mstep: Class 13 contains 47484 members 
Mstep: Class 14 contains 257509 members 
Mstep: Class 15 contains 75531 members 
Mstep: Class 16 contains 14018 members 
Mstep: Class 17 contains 48886 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6039 members 
Mstep: Class 20 contains 37071 members 
Mstep: Class 21 contains 4051 members 
Mstep: Class 22 contains 5558 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 10303 members 
Mstep: Class 25 contains 5447 members 
Mstep: Class 26 contains 620 members 
Mstep: Class 27 contains 6585 members 
Mstep: Class 28 contains 5608 members 
Mstep: Class 29 contains 10915 members 
Mstep: Class 30 contains 1528 members 
Mstep: Class 31 contains 13536 members 
Mstep: Class 32 contains 2347 members 
Mstep: Class 33 contains 623 members 
Entering Unmasked Estep 
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Iteration 96Q: 34 clusters Score -1.576948e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 24282 members 
Mstep: Class 3 contains 8553 members 
Mstep: Class 4 contains 16150 members 
Mstep: Class 5 contains 168392 members 
Mstep: Class 6 contains 101898 members 
Mstep: Class 7 contains 30316 members 
Mstep: Class 8 contains 169457 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 14586 members 
Mstep: Class 11 contains 46333 members 
Mstep: Class 12 contains 98911 members 
Mstep: Class 13 contains 47437 members 
Mstep: Class 14 contains 257411 members 
Mstep: Class 15 contains 75477 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 48869 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6078 members 
Mstep: Class 20 contains 37062 members 
Mstep: Class 21 contains 4063 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4870 members 
Mstep: Class 24 contains 10308 members 
Mstep: Class 25 contains 5460 members 
Mstep: Class 26 contains 641 members 
Mstep: Class 27 contains 6607 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 11102 members 
Mstep: Class 30 contains 1530 members 
Mstep: Class 31 contains 13522 members 
Mstep: Class 32 contains 2346 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
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Iteration 97Q: 34 clusters Score -1.576952e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 24268 members 
Mstep: Class 3 contains 8587 members 
Mstep: Class 4 contains 16138 members 
Mstep: Class 5 contains 168241 members 
Mstep: Class 6 contains 101886 members 
Mstep: Class 7 contains 30317 members 
Mstep: Class 8 contains 169411 members 
Mstep: Class 9 contains 7072 members 
Mstep: Class 10 contains 14557 members 
Mstep: Class 11 contains 46317 members 
Mstep: Class 12 contains 99037 members 
Mstep: Class 13 contains 47376 members 
Mstep: Class 14 contains 257327 members 
Mstep: Class 15 contains 75410 members 
Mstep: Class 16 contains 14078 members 
Mstep: Class 17 contains 48864 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6093 members 
Mstep: Class 20 contains 37060 members 
Mstep: Class 21 contains 4081 members 
Mstep: Class 22 contains 5580 members 
Mstep: Class 23 contains 4890 members 
Mstep: Class 24 contains 10309 members 
Mstep: Class 25 contains 5474 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 6622 members 
Mstep: Class 28 contains 5601 members 
Mstep: Class 29 contains 11289 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13503 members 
Mstep: Class 32 contains 2347 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
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Iteration 98Q: 34 clusters Score -1.576956e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 24255 members 
Mstep: Class 3 contains 8615 members 
Mstep: Class 4 contains 16129 members 
Mstep: Class 5 contains 168097 members 
Mstep: Class 6 contains 101862 members 
Mstep: Class 7 contains 30321 members 
Mstep: Class 8 contains 169359 members 
Mstep: Class 9 contains 7079 members 
Mstep: Class 10 contains 14537 members 
Mstep: Class 11 contains 46300 members 
Mstep: Class 12 contains 99153 members 
Mstep: Class 13 contains 47312 members 
Mstep: Class 14 contains 257275 members 
Mstep: Class 15 contains 75358 members 
Mstep: Class 16 contains 14113 members 
Mstep: Class 17 contains 48862 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6114 members 
Mstep: Class 20 contains 37061 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 4905 members 
Mstep: Class 24 contains 10306 members 
Mstep: Class 25 contains 5490 members 
Mstep: Class 26 contains 713 members 
Mstep: Class 27 contains 6631 members 
Mstep: Class 28 contains 5600 members 
Mstep: Class 29 contains 11461 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13495 members 
Mstep: Class 32 contains 2348 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
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Iteration 99Q: 34 clusters Score -1.57696e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 24245 members 
Mstep: Class 3 contains 8635 members 
Mstep: Class 4 contains 16119 members 
Mstep: Class 5 contains 167962 members 
Mstep: Class 6 contains 101851 members 
Mstep: Class 7 contains 30323 members 
Mstep: Class 8 contains 169290 members 
Mstep: Class 9 contains 7089 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 46281 members 
Mstep: Class 12 contains 99266 members 
Mstep: Class 13 contains 47251 members 
Mstep: Class 14 contains 257239 members 
Mstep: Class 15 contains 75314 members 
Mstep: Class 16 contains 14152 members 
Mstep: Class 17 contains 48860 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 37054 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 4915 members 
Mstep: Class 24 contains 10308 members 
Mstep: Class 25 contains 5505 members 
Mstep: Class 26 contains 719 members 
Mstep: Class 27 contains 6644 members 
Mstep: Class 28 contains 5600 members 
Mstep: Class 29 contains 11631 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13489 members 
Mstep: Class 32 contains 2348 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
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Iteration 100F: 34 clusters Score -1.576966e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 24231 members 
Mstep: Class 3 contains 8650 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 167782 members 
Mstep: Class 6 contains 101833 members 
Mstep: Class 7 contains 30324 members 
Mstep: Class 8 contains 169257 members 
Mstep: Class 9 contains 7099 members 
Mstep: Class 10 contains 14500 members 
Mstep: Class 11 contains 46283 members 
Mstep: Class 12 contains 99379 members 
Mstep: Class 13 contains 47202 members 
Mstep: Class 14 contains 257167 members 
Mstep: Class 15 contains 75265 members 
Mstep: Class 16 contains 14177 members 
Mstep: Class 17 contains 48861 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6153 members 
Mstep: Class 20 contains 37053 members 
Mstep: Class 21 contains 4113 members 
Mstep: Class 22 contains 5607 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 10312 members 
Mstep: Class 25 contains 5517 members 
Mstep: Class 26 contains 720 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 5600 members 
Mstep: Class 29 contains 11844 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13474 members 
Mstep: Class 32 contains 2348 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
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Iteration 101Q: 34 clusters Score -1.576966e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 24204 members 
Mstep: Class 3 contains 8657 members 
Mstep: Class 4 contains 16108 members 
Mstep: Class 5 contains 167603 members 
Mstep: Class 6 contains 101822 members 
Mstep: Class 7 contains 30333 members 
Mstep: Class 8 contains 169220 members 
Mstep: Class 9 contains 7090 members 
Mstep: Class 10 contains 14488 members 
Mstep: Class 11 contains 46273 members 
Mstep: Class 12 contains 99513 members 
Mstep: Class 13 contains 47132 members 
Mstep: Class 14 contains 257132 members 
Mstep: Class 15 contains 75221 members 
Mstep: Class 16 contains 14212 members 
Mstep: Class 17 contains 48860 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6163 members 
Mstep: Class 20 contains 37041 members 
Mstep: Class 21 contains 4137 members 
Mstep: Class 22 contains 5613 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 10319 members 
Mstep: Class 25 contains 5524 members 
Mstep: Class 26 contains 720 members 
Mstep: Class 27 contains 6676 members 
Mstep: Class 28 contains 5601 members 
Mstep: Class 29 contains 12047 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13476 members 
Mstep: Class 32 contains 2348 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696816.000000 Penalty: 114993.804688
Iteration 102Q: 34 clusters Score -1.576968e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 24172 members 
Mstep: Class 3 contains 8671 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 167421 members 
Mstep: Class 6 contains 101820 members 
Mstep: Class 7 contains 30335 members 
Mstep: Class 8 contains 169218 members 
Mstep: Class 9 contains 7077 members 
Mstep: Class 10 contains 14459 members 
Mstep: Class 11 contains 46247 members 
Mstep: Class 12 contains 99614 members 
Mstep: Class 13 contains 47075 members 
Mstep: Class 14 contains 257101 members 
Mstep: Class 15 contains 75191 members 
Mstep: Class 16 contains 14245 members 
Mstep: Class 17 contains 48860 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6172 members 
Mstep: Class 20 contains 37037 members 
Mstep: Class 21 contains 4161 members 
Mstep: Class 22 contains 5618 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 10323 members 
Mstep: Class 25 contains 5531 members 
Mstep: Class 26 contains 720 members 
Mstep: Class 27 contains 6689 members 
Mstep: Class 28 contains 5602 members 
Mstep: Class 29 contains 12243 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13487 members 
Mstep: Class 32 contains 2348 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696672.000000 Penalty: 114993.804688
Iteration 103Q: 34 clusters Score -1.576967e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 24145 members 
Mstep: Class 3 contains 8680 members 
Mstep: Class 4 contains 16091 members 
Mstep: Class 5 contains 167239 members 
Mstep: Class 6 contains 101817 members 
Mstep: Class 7 contains 30333 members 
Mstep: Class 8 contains 169213 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 14438 members 
Mstep: Class 11 contains 46225 members 
Mstep: Class 12 contains 99720 members 
Mstep: Class 13 contains 47007 members 
Mstep: Class 14 contains 257046 members 
Mstep: Class 15 contains 75172 members 
Mstep: Class 16 contains 14282 members 
Mstep: Class 17 contains 48859 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6177 members 
Mstep: Class 20 contains 37039 members 
Mstep: Class 21 contains 4171 members 
Mstep: Class 22 contains 5632 members 
Mstep: Class 23 contains 4976 members 
Mstep: Class 24 contains 10323 members 
Mstep: Class 25 contains 5537 members 
Mstep: Class 26 contains 719 members 
Mstep: Class 27 contains 6707 members 
Mstep: Class 28 contains 5602 members 
Mstep: Class 29 contains 12462 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13491 members 
Mstep: Class 32 contains 2349 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697360.000000 Penalty: 114993.804688
Iteration 104Q: 34 clusters Score -1.576974e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 24122 members 
Mstep: Class 3 contains 8701 members 
Mstep: Class 4 contains 16084 members 
Mstep: Class 5 contains 167030 members 
Mstep: Class 6 contains 101809 members 
Mstep: Class 7 contains 30335 members 
Mstep: Class 8 contains 169201 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 46213 members 
Mstep: Class 12 contains 99796 members 
Mstep: Class 13 contains 46936 members 
Mstep: Class 14 contains 257016 members 
Mstep: Class 15 contains 75148 members 
Mstep: Class 16 contains 14311 members 
Mstep: Class 17 contains 48869 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6186 members 
Mstep: Class 20 contains 37034 members 
Mstep: Class 21 contains 4175 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 10325 members 
Mstep: Class 25 contains 5544 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6725 members 
Mstep: Class 28 contains 5600 members 
Mstep: Class 29 contains 12690 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13496 members 
Mstep: Class 32 contains 2348 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697488.000000 Penalty: 114993.804688
Iteration 105Q: 34 clusters Score -1.576975e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 24088 members 
Mstep: Class 3 contains 8720 members 
Mstep: Class 4 contains 16076 members 
Mstep: Class 5 contains 166826 members 
Mstep: Class 6 contains 101807 members 
Mstep: Class 7 contains 30337 members 
Mstep: Class 8 contains 169210 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 10 contains 14379 members 
Mstep: Class 11 contains 46197 members 
Mstep: Class 12 contains 99881 members 
Mstep: Class 13 contains 46869 members 
Mstep: Class 14 contains 256982 members 
Mstep: Class 15 contains 75118 members 
Mstep: Class 16 contains 14341 members 
Mstep: Class 17 contains 48875 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6196 members 
Mstep: Class 20 contains 37034 members 
Mstep: Class 21 contains 4184 members 
Mstep: Class 22 contains 5662 members 
Mstep: Class 23 contains 5005 members 
Mstep: Class 24 contains 10325 members 
Mstep: Class 25 contains 5550 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 5597 members 
Mstep: Class 29 contains 12912 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13505 members 
Mstep: Class 32 contains 2349 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697728.000000 Penalty: 114993.804688
Iteration 106Q: 34 clusters Score -1.576977e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 24052 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 4 contains 16070 members 
Mstep: Class 5 contains 166657 members 
Mstep: Class 6 contains 101795 members 
Mstep: Class 7 contains 30342 members 
Mstep: Class 8 contains 169220 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 14366 members 
Mstep: Class 11 contains 46167 members 
Mstep: Class 12 contains 99948 members 
Mstep: Class 13 contains 46792 members 
Mstep: Class 14 contains 256947 members 
Mstep: Class 15 contains 75085 members 
Mstep: Class 16 contains 14368 members 
Mstep: Class 17 contains 48884 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6208 members 
Mstep: Class 20 contains 37031 members 
Mstep: Class 21 contains 4196 members 
Mstep: Class 22 contains 5666 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 10332 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 5598 members 
Mstep: Class 29 contains 13129 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13504 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697968.000000 Penalty: 114993.804688
Iteration 107Q: 34 clusters Score -1.57698e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 24022 members 
Mstep: Class 3 contains 8767 members 
Mstep: Class 4 contains 16064 members 
Mstep: Class 5 contains 166482 members 
Mstep: Class 6 contains 101793 members 
Mstep: Class 7 contains 30343 members 
Mstep: Class 8 contains 169234 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 14350 members 
Mstep: Class 11 contains 46153 members 
Mstep: Class 12 contains 100015 members 
Mstep: Class 13 contains 46743 members 
Mstep: Class 14 contains 256895 members 
Mstep: Class 15 contains 75048 members 
Mstep: Class 16 contains 14385 members 
Mstep: Class 17 contains 48888 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6212 members 
Mstep: Class 20 contains 37025 members 
Mstep: Class 21 contains 4205 members 
Mstep: Class 22 contains 5672 members 
Mstep: Class 23 contains 5015 members 
Mstep: Class 24 contains 10334 members 
Mstep: Class 25 contains 5563 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6786 members 
Mstep: Class 28 contains 5600 members 
Mstep: Class 29 contains 13347 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13509 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698048.000000 Penalty: 114993.804688
Iteration 108Q: 34 clusters Score -1.57698e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 23990 members 
Mstep: Class 3 contains 8799 members 
Mstep: Class 4 contains 16056 members 
Mstep: Class 5 contains 166301 members 
Mstep: Class 6 contains 101790 members 
Mstep: Class 7 contains 30347 members 
Mstep: Class 8 contains 169244 members 
Mstep: Class 9 contains 7044 members 
Mstep: Class 10 contains 14339 members 
Mstep: Class 11 contains 46139 members 
Mstep: Class 12 contains 100086 members 
Mstep: Class 13 contains 46694 members 
Mstep: Class 14 contains 256857 members 
Mstep: Class 15 contains 75008 members 
Mstep: Class 16 contains 14402 members 
Mstep: Class 17 contains 48894 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6215 members 
Mstep: Class 20 contains 37014 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 5669 members 
Mstep: Class 23 contains 5014 members 
Mstep: Class 24 contains 10334 members 
Mstep: Class 25 contains 5574 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6806 members 
Mstep: Class 28 contains 5601 members 
Mstep: Class 29 contains 13571 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13517 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698016.000000 Penalty: 114993.804688
Iteration 109Q: 34 clusters Score -1.57698e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 23957 members 
Mstep: Class 3 contains 8804 members 
Mstep: Class 4 contains 16043 members 
Mstep: Class 5 contains 166141 members 
Mstep: Class 6 contains 101782 members 
Mstep: Class 7 contains 30340 members 
Mstep: Class 8 contains 169240 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 14333 members 
Mstep: Class 11 contains 46125 members 
Mstep: Class 12 contains 100164 members 
Mstep: Class 13 contains 46651 members 
Mstep: Class 14 contains 256829 members 
Mstep: Class 15 contains 74962 members 
Mstep: Class 16 contains 14430 members 
Mstep: Class 17 contains 48905 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6222 members 
Mstep: Class 20 contains 36994 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 5677 members 
Mstep: Class 23 contains 5019 members 
Mstep: Class 24 contains 10335 members 
Mstep: Class 25 contains 5584 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6826 members 
Mstep: Class 28 contains 5602 members 
Mstep: Class 29 contains 13775 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13515 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698048.000000 Penalty: 114993.804688
Iteration 110Q: 34 clusters Score -1.57698e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 23930 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 16035 members 
Mstep: Class 5 contains 165980 members 
Mstep: Class 6 contains 101775 members 
Mstep: Class 7 contains 30336 members 
Mstep: Class 8 contains 169215 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 10 contains 14331 members 
Mstep: Class 11 contains 46105 members 
Mstep: Class 12 contains 100231 members 
Mstep: Class 13 contains 46629 members 
Mstep: Class 14 contains 256804 members 
Mstep: Class 15 contains 74925 members 
Mstep: Class 16 contains 14450 members 
Mstep: Class 17 contains 48912 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6225 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 4241 members 
Mstep: Class 22 contains 5678 members 
Mstep: Class 23 contains 5020 members 
Mstep: Class 24 contains 10335 members 
Mstep: Class 25 contains 5591 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6844 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 13975 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13518 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698144.000000 Penalty: 114993.804688
Iteration 111Q: 34 clusters Score -1.576981e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 23913 members 
Mstep: Class 3 contains 8826 members 
Mstep: Class 4 contains 16030 members 
Mstep: Class 5 contains 165795 members 
Mstep: Class 6 contains 101767 members 
Mstep: Class 7 contains 30338 members 
Mstep: Class 8 contains 169180 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 14321 members 
Mstep: Class 11 contains 46082 members 
Mstep: Class 12 contains 100305 members 
Mstep: Class 13 contains 46617 members 
Mstep: Class 14 contains 256774 members 
Mstep: Class 15 contains 74890 members 
Mstep: Class 16 contains 14470 members 
Mstep: Class 17 contains 48918 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 36974 members 
Mstep: Class 21 contains 4261 members 
Mstep: Class 22 contains 5683 members 
Mstep: Class 23 contains 5025 members 
Mstep: Class 24 contains 10336 members 
Mstep: Class 25 contains 5598 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6861 members 
Mstep: Class 28 contains 5607 members 
Mstep: Class 29 contains 14174 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13515 members 
Mstep: Class 32 contains 2354 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698400.000000 Penalty: 114993.804688
Iteration 112Q: 34 clusters Score -1.576984e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 23877 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 16023 members 
Mstep: Class 5 contains 165597 members 
Mstep: Class 6 contains 101766 members 
Mstep: Class 7 contains 30336 members 
Mstep: Class 8 contains 169156 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 14307 members 
Mstep: Class 11 contains 46077 members 
Mstep: Class 12 contains 100370 members 
Mstep: Class 13 contains 46604 members 
Mstep: Class 14 contains 256768 members 
Mstep: Class 15 contains 74859 members 
Mstep: Class 16 contains 14485 members 
Mstep: Class 17 contains 48930 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6247 members 
Mstep: Class 20 contains 36968 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 5685 members 
Mstep: Class 23 contains 5023 members 
Mstep: Class 24 contains 10338 members 
Mstep: Class 25 contains 5603 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6877 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 14374 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13516 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698544.000000 Penalty: 114993.804688
Iteration 113Q: 34 clusters Score -1.576985e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 23852 members 
Mstep: Class 3 contains 8838 members 
Mstep: Class 4 contains 16021 members 
Mstep: Class 5 contains 165416 members 
Mstep: Class 6 contains 101757 members 
Mstep: Class 7 contains 30331 members 
Mstep: Class 8 contains 169133 members 
Mstep: Class 9 contains 7040 members 
Mstep: Class 10 contains 14296 members 
Mstep: Class 11 contains 46074 members 
Mstep: Class 12 contains 100442 members 
Mstep: Class 13 contains 46573 members 
Mstep: Class 14 contains 256743 members 
Mstep: Class 15 contains 74822 members 
Mstep: Class 16 contains 14522 members 
Mstep: Class 17 contains 48943 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6264 members 
Mstep: Class 20 contains 36960 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 5696 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 5606 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6893 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 14567 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13508 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698288.000000 Penalty: 114993.804688
Iteration 114Q: 34 clusters Score -1.576983e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 23831 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 16015 members 
Mstep: Class 5 contains 165231 members 
Mstep: Class 6 contains 101756 members 
Mstep: Class 7 contains 30326 members 
Mstep: Class 8 contains 169116 members 
Mstep: Class 9 contains 7034 members 
Mstep: Class 10 contains 14279 members 
Mstep: Class 11 contains 46073 members 
Mstep: Class 12 contains 100517 members 
Mstep: Class 13 contains 46529 members 
Mstep: Class 14 contains 256695 members 
Mstep: Class 15 contains 74786 members 
Mstep: Class 16 contains 14553 members 
Mstep: Class 17 contains 48950 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6282 members 
Mstep: Class 20 contains 36967 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 22 contains 5704 members 
Mstep: Class 23 contains 5029 members 
Mstep: Class 24 contains 10347 members 
Mstep: Class 25 contains 5609 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6917 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 14763 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13500 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698224.000000 Penalty: 114993.804688
Iteration 115Q: 34 clusters Score -1.576982e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 23813 members 
Mstep: Class 3 contains 8854 members 
Mstep: Class 4 contains 16007 members 
Mstep: Class 5 contains 165030 members 
Mstep: Class 6 contains 101747 members 
Mstep: Class 7 contains 30329 members 
Mstep: Class 8 contains 169126 members 
Mstep: Class 9 contains 7039 members 
Mstep: Class 10 contains 14271 members 
Mstep: Class 11 contains 46070 members 
Mstep: Class 12 contains 100602 members 
Mstep: Class 13 contains 46466 members 
Mstep: Class 14 contains 256647 members 
Mstep: Class 15 contains 74748 members 
Mstep: Class 16 contains 14580 members 
Mstep: Class 17 contains 48954 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6295 members 
Mstep: Class 20 contains 36962 members 
Mstep: Class 21 contains 4320 members 
Mstep: Class 22 contains 5708 members 
Mstep: Class 23 contains 5031 members 
Mstep: Class 24 contains 10348 members 
Mstep: Class 25 contains 5614 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6937 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 14970 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13499 members 
Mstep: Class 32 contains 2354 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698128.000000 Penalty: 114993.804688
Iteration 116Q: 34 clusters Score -1.576981e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 23802 members 
Mstep: Class 3 contains 8860 members 
Mstep: Class 4 contains 15999 members 
Mstep: Class 5 contains 164835 members 
Mstep: Class 6 contains 101733 members 
Mstep: Class 7 contains 30329 members 
Mstep: Class 8 contains 169143 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 14263 members 
Mstep: Class 11 contains 46063 members 
Mstep: Class 12 contains 100680 members 
Mstep: Class 13 contains 46416 members 
Mstep: Class 14 contains 256570 members 
Mstep: Class 15 contains 74722 members 
Mstep: Class 16 contains 14617 members 
Mstep: Class 17 contains 48961 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6308 members 
Mstep: Class 20 contains 36954 members 
Mstep: Class 21 contains 4343 members 
Mstep: Class 22 contains 5711 members 
Mstep: Class 23 contains 5031 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 5621 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6954 members 
Mstep: Class 28 contains 5604 members 
Mstep: Class 29 contains 15173 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13496 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698176.000000 Penalty: 114993.804688
Iteration 117Q: 34 clusters Score -1.576982e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 23787 members 
Mstep: Class 3 contains 8867 members 
Mstep: Class 4 contains 15990 members 
Mstep: Class 5 contains 164654 members 
Mstep: Class 6 contains 101730 members 
Mstep: Class 7 contains 30325 members 
Mstep: Class 8 contains 169115 members 
Mstep: Class 9 contains 7044 members 
Mstep: Class 10 contains 14252 members 
Mstep: Class 11 contains 46044 members 
Mstep: Class 12 contains 100753 members 
Mstep: Class 13 contains 46344 members 
Mstep: Class 14 contains 256548 members 
Mstep: Class 15 contains 74704 members 
Mstep: Class 16 contains 14657 members 
Mstep: Class 17 contains 48965 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6316 members 
Mstep: Class 20 contains 36954 members 
Mstep: Class 21 contains 4372 members 
Mstep: Class 22 contains 5716 members 
Mstep: Class 23 contains 5031 members 
Mstep: Class 24 contains 10348 members 
Mstep: Class 25 contains 5624 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6977 members 
Mstep: Class 28 contains 5607 members 
Mstep: Class 29 contains 15362 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13499 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698464.000000 Penalty: 114993.804688
Iteration 118Q: 34 clusters Score -1.576985e+08 nChanged 856
Entering ConstructFrom: 
Score: -157698464.000000 Penalty: 114993.804688
Entering ConstructFrom: 
Trying to split cluster 1 (19913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Entering Unmasked Estep 
Score: -2547804.250000 Penalty: 2454.983643
	Iteration 0F: 2 clusters Score -2547804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2533853.250000 Penalty: 4909.967285
	Iteration 0F: 3 clusters Score -2533853 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2538552.250000 Penalty: 4909.967285
	Iteration 1F: 3 clusters Score -2538552 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2539069.250000 Penalty: 4909.967285
	Iteration 2F: 3 clusters Score -2539069 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2539588.500000 Penalty: 4909.967285
	Iteration 3F: 3 clusters Score -2539588 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2540164.500000 Penalty: 4909.967285
	Iteration 4F: 3 clusters Score -2540164 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2540887.500000 Penalty: 4909.967285
	Iteration 5F: 3 clusters Score -2540888 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2541600.250000 Penalty: 4909.967285
	Iteration 6F: 3 clusters Score -2541600 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2542202.750000 Penalty: 4909.967285
	Iteration 7F: 3 clusters Score -2542203 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2542644.000000 Penalty: 4909.967285
	Iteration 8Q: 3 clusters Score -2542644 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2542985.000000 Penalty: 4909.967285
	Iteration 9Q: 3 clusters Score -2542985 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2543256.750000 Penalty: 4909.967285
	Iteration 10Q: 3 clusters Score -2543257 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2543491.000000 Penalty: 4909.967285
	Iteration 11Q: 3 clusters Score -2543491 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2543726.000000 Penalty: 4909.967285
	Iteration 12Q: 3 clusters Score -2543726 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2543983.750000 Penalty: 4909.967285
	Iteration 13Q: 3 clusters Score -2543984 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2544247.750000 Penalty: 4909.967285
	Iteration 14Q: 3 clusters Score -2544248 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2544540.250000 Penalty: 4909.967285
	Iteration 15Q: 3 clusters Score -2544540 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2544924.500000 Penalty: 4909.967285
	Iteration 16Q: 3 clusters Score -2544924 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2545332.250000 Penalty: 4909.967285
	Iteration 17Q: 3 clusters Score -2545332 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2545610.000000 Penalty: 4909.967285
	Iteration 18Q: 3 clusters Score -2545610 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2545792.000000 Penalty: 4909.967285
	Iteration 19Q: 3 clusters Score -2545792 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2545901.750000 Penalty: 4909.967285
	Iteration 20F: 3 clusters Score -2545902 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2545969.500000 Penalty: 4909.967285
	Iteration 21Q: 3 clusters Score -2545970 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2546018.000000 Penalty: 4909.967285
	Iteration 22Q: 3 clusters Score -2546018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2546036.500000 Penalty: 4909.967285
	Iteration 23Q: 3 clusters Score -2546036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2546041.250000 Penalty: 4909.967285
	Iteration 24Q: 3 clusters Score -2546041 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2546055.750000 Penalty: 4909.967285
	Iteration 25Q: 3 clusters Score -2546056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2546049.750000 Penalty: 4909.967285
	Iteration 26Q: 3 clusters Score -2546050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2546060.750000 Penalty: 4909.967285
	Iteration 27Q: 3 clusters Score -2546061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2546061.000000 Penalty: 4909.967285
	Iteration 28Q: 3 clusters Score -2546061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2546060.500000 Penalty: 4909.967285
	Iteration 29Q: 3 clusters Score -2546060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2546062.500000 Penalty: 4909.967285
	Iteration 30Q: 3 clusters Score -2546062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2546060.750000 Penalty: 4909.967285
	Iteration 31Q: 3 clusters Score -2546061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2546058.000000 Penalty: 4909.967285
	Iteration 32Q: 3 clusters Score -2546058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2546060.750000 Penalty: 4909.967285
	Iteration 33Q: 3 clusters Score -2546061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2546058.250000 Penalty: 4909.967285
	Iteration 34Q: 3 clusters Score -2546058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2546058.000000 Penalty: 4909.967285
	Iteration 35Q: 3 clusters Score -2546058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2546060.000000 Penalty: 4909.967285
	Iteration 36Q: 3 clusters Score -2546060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2546063.250000 Penalty: 4909.967285
	Iteration 37Q: 3 clusters Score -2546063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2546061.500000 Penalty: 4909.967285
	Iteration 38Q: 3 clusters Score -2546062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2546063.750000 Penalty: 4909.967285
	Iteration 39Q: 3 clusters Score -2546064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2546058.000000 Penalty: 4909.967285
	Iteration 40F: 3 clusters Score -2546058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2546068.750000 Penalty: 4909.967285
	Iteration 41Q: 3 clusters Score -2546069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2546075.000000 Penalty: 4909.967285
	Iteration 42Q: 3 clusters Score -2546075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2546081.250000 Penalty: 4909.967285
	Iteration 43Q: 3 clusters Score -2546081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2546078.500000 Penalty: 4909.967285
	Iteration 44Q: 3 clusters Score -2546078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2546073.250000 Penalty: 4909.967285
	Iteration 45Q: 3 clusters Score -2546073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2546075.500000 Penalty: 4909.967285
	Iteration 46Q: 3 clusters Score -2546076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2546079.000000 Penalty: 4909.967285
	Iteration 47Q: 3 clusters Score -2546079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2546078.750000 Penalty: 4909.967285
	Iteration 48Q: 3 clusters Score -2546079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2546078.750000 Penalty: 4909.967285
	Iteration 49Q: 3 clusters Score -2546079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2546076.250000 Penalty: 4909.967285
	Iteration 50Q: 3 clusters Score -2546076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2546076.250000 Penalty: 4909.967285
	Iteration 51F: 3 clusters Score -2546076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Entering Unmasked Estep 
Score: -3085442.750000 Penalty: 2498.735840
	Iteration 0F: 2 clusters Score -3085443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3068842.000000 Penalty: 4997.471680
	Iteration 0F: 3 clusters Score -3068842 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3074657.750000 Penalty: 4997.471680
	Iteration 1F: 3 clusters Score -3074658 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3075016.250000 Penalty: 4997.471680
	Iteration 2Q: 3 clusters Score -3075016 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3075274.000000 Penalty: 4997.471680
	Iteration 3Q: 3 clusters Score -3075274 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3075493.000000 Penalty: 4997.471680
	Iteration 4Q: 3 clusters Score -3075493 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -3075683.750000 Penalty: 4997.471680
	Iteration 5Q: 3 clusters Score -3075684 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3075888.500000 Penalty: 4997.471680
	Iteration 6Q: 3 clusters Score -3075888 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3076089.750000 Penalty: 4997.471680
	Iteration 7Q: 3 clusters Score -3076090 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3076342.750000 Penalty: 4997.471680
	Iteration 8Q: 3 clusters Score -3076343 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3076705.500000 Penalty: 4997.471680
	Iteration 9Q: 3 clusters Score -3076706 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3077304.750000 Penalty: 4997.471680
	Iteration 10Q: 3 clusters Score -3077305 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3078144.250000 Penalty: 4997.471680
	Iteration 11Q: 3 clusters Score -3078144 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3079257.500000 Penalty: 4997.471680
	Iteration 12F: 3 clusters Score -3079258 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3080363.500000 Penalty: 4997.471680
	Iteration 13F: 3 clusters Score -3080364 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3081269.750000 Penalty: 4997.471680
	Iteration 14F: 3 clusters Score -3081270 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3081814.250000 Penalty: 4997.471680
	Iteration 15Q: 3 clusters Score -3081814 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3082157.250000 Penalty: 4997.471680
	Iteration 16Q: 3 clusters Score -3082157 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -3082403.750000 Penalty: 4997.471680
	Iteration 17Q: 3 clusters Score -3082404 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3082592.250000 Penalty: 4997.471680
	Iteration 18Q: 3 clusters Score -3082592 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3082730.250000 Penalty: 4997.471680
	Iteration 19Q: 3 clusters Score -3082730 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3082856.500000 Penalty: 4997.471680
	Iteration 20F: 3 clusters Score -3082856 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3082940.750000 Penalty: 4997.471680
	Iteration 21Q: 3 clusters Score -3082941 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3082998.250000 Penalty: 4997.471680
	Iteration 22Q: 3 clusters Score -3082998 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3083020.000000 Penalty: 4997.471680
	Iteration 23Q: 3 clusters Score -3083020 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3083036.250000 Penalty: 4997.471680
	Iteration 24Q: 3 clusters Score -3083036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3083061.000000 Penalty: 4997.471680
	Iteration 25Q: 3 clusters Score -3083061 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3083064.500000 Penalty: 4997.471680
	Iteration 26Q: 3 clusters Score -3083064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3083074.500000 Penalty: 4997.471680
	Iteration 27Q: 3 clusters Score -3083074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3083082.500000 Penalty: 4997.471680
	Iteration 28Q: 3 clusters Score -3083082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3083090.250000 Penalty: 4997.471680
	Iteration 29Q: 3 clusters Score -3083090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -3083095.750000 Penalty: 4997.471680
	Iteration 30Q: 3 clusters Score -3083096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3083097.000000 Penalty: 4997.471680
	Iteration 31Q: 3 clusters Score -3083097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3083095.250000 Penalty: 4997.471680
	Iteration 32Q: 3 clusters Score -3083095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3083099.000000 Penalty: 4997.471680
	Iteration 33Q: 3 clusters Score -3083099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3083099.000000 Penalty: 4997.471680
	Iteration 34Q: 3 clusters Score -3083099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3083102.750000 Penalty: 4997.471680
	Iteration 35Q: 3 clusters Score -3083103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -3083100.250000 Penalty: 4997.471680
	Iteration 36Q: 3 clusters Score -3083100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3083098.750000 Penalty: 4997.471680
	Iteration 37Q: 3 clusters Score -3083099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3083099.000000 Penalty: 4997.471680
	Iteration 38Q: 3 clusters Score -3083099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3083097.000000 Penalty: 4997.471680
	Iteration 39Q: 3 clusters Score -3083097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -3083099.500000 Penalty: 4997.471680
	Iteration 40F: 3 clusters Score -3083100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3083095.500000 Penalty: 4997.471680
	Iteration 41Q: 3 clusters Score -3083096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -3083097.000000 Penalty: 4997.471680
	Iteration 42Q: 3 clusters Score -3083097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3083095.000000 Penalty: 4997.471680
	Iteration 43Q: 3 clusters Score -3083095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3083094.000000 Penalty: 4997.471680
	Iteration 44Q: 3 clusters Score -3083094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3083095.000000 Penalty: 4997.471680
	Iteration 45Q: 3 clusters Score -3083095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3083096.000000 Penalty: 4997.471680
	Iteration 46Q: 3 clusters Score -3083096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3083100.000000 Penalty: 4997.471680
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Mstep: Class 1 contains 16334 members 
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	Iteration 48Q: 3 clusters Score -3083102 nChanged 7
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Mstep: Class 2 contains 7408 members 
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	Iteration 50Q: 3 clusters Score -3083102 nChanged 5
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	Iteration 51Q: 3 clusters Score -3083097 nChanged 14
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	Iteration 52Q: 3 clusters Score -3083109 nChanged 17
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	Iteration 53Q: 3 clusters Score -3083111 nChanged 18
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Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3083110 nChanged 16
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Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 7340 members 
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	Iteration 55Q: 3 clusters Score -3083107 nChanged 15
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Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 7327 members 
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	Iteration 56Q: 3 clusters Score -3083112 nChanged 13
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	Iteration 57Q: 3 clusters Score -3083110 nChanged 10
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3083105 nChanged 13
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Mstep: Class 2 contains 7293 members 
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	Iteration 59Q: 3 clusters Score -3083112 nChanged 6
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3083113 nChanged 8
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Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3083108 nChanged 11
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Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3083115 nChanged 7
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Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3083114 nChanged 10
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Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3083114 nChanged 10
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Mstep: Class 2 contains 7241 members 
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	Iteration 65Q: 3 clusters Score -3083111 nChanged 10
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Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 7231 members 
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	Iteration 66Q: 3 clusters Score -3083109 nChanged 7
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Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3083116 nChanged 12
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Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3083112 nChanged 10
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Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3083111 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3083112 nChanged 6
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Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3083111 nChanged 2
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Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3083115 nChanged 2
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Mstep: Class 1 contains 16571 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3083118 nChanged 3
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	Iteration 74Q: 3 clusters Score -3083117 nChanged 3
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	Iteration 75Q: 3 clusters Score -3083115 nChanged 2
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	Iteration 76Q: 3 clusters Score -3083115 nChanged 3
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	Iteration 77Q: 3 clusters Score -3083116 nChanged 2
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	Iteration 78Q: 3 clusters Score -3083115 nChanged 1
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	Iteration 79Q: 3 clusters Score -3083117 nChanged 1
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	Iteration 80F: 3 clusters Score -3083117 nChanged 4
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Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3083116 nChanged 5
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Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3083115 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3083116 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3083115 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3083118 nChanged 11
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Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3083118 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3083119 nChanged 11
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Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 7102 members 
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	Iteration 88Q: 3 clusters Score -3083118 nChanged 13
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Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3083123 nChanged 14
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Mstep: Class 1 contains 16680 members 
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	Iteration 90Q: 3 clusters Score -3083125 nChanged 15
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3083130 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3083132 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3083131 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3083130 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3083132 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3083136 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3083131 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3083134 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3083131 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3083139 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16781 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3083137 nChanged 5
Entering Unmasked Mstep 
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	Iteration 102Q: 3 clusters Score -3083130 nChanged 6
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	Iteration 103Q: 3 clusters Score -3083128 nChanged 7
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Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3083127 nChanged 8
Entering Unmasked Mstep 
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	Iteration 105Q: 3 clusters Score -3083132 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3083131 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3083129 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3083129 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3083132 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3083132 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3083133 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3083132 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16852 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3083135 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6899 members 
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	Iteration 114Q: 3 clusters Score -3083133 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 6891 members 
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	Iteration 115Q: 3 clusters Score -3083136 nChanged 8
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Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 6883 members 
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	Iteration 116Q: 3 clusters Score -3083134 nChanged 12
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Mstep: Class 2 contains 6871 members 
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	Iteration 117Q: 3 clusters Score -3083136 nChanged 9
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3083140 nChanged 10
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Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 6852 members 
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	Iteration 119Q: 3 clusters Score -3083147 nChanged 7
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Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3083150 nChanged 4
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Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 6843 members 
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	Iteration 121Q: 3 clusters Score -3083152 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 6841 members 
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	Iteration 122Q: 3 clusters Score -3083152 nChanged 1
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Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 6840 members 
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	Iteration 123Q: 3 clusters Score -3083154 nChanged 1
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Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 6839 members 
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	Iteration 124Q: 3 clusters Score -3083154 nChanged 1
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Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3083151 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 6836 members 
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	Iteration 126Q: 3 clusters Score -3083149 nChanged 1
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	Iteration 127Q: 3 clusters Score -3083148 nChanged 1
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	Iteration 128Q: 3 clusters Score -3083149 nChanged 0
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	Iteration 129F: 3 clusters Score -3083149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -1069974 nChanged 0
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Assigned 3 initial classes randomly.
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	Iteration 1F: 3 clusters Score -1064891 nChanged 557
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Mstep: Class 1 contains 4076 members 
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	Iteration 2F: 3 clusters Score -1065172 nChanged 463
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Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1065403 nChanged 390
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Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1065646 nChanged 402
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Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1065927 nChanged 410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1066232 nChanged 392
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Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1066475 nChanged 374
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Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1066694 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1066888.750000 Penalty: 4508.853516
	Iteration 9Q: 3 clusters Score -1066889 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1067088.875000 Penalty: 4508.853516
	Iteration 10Q: 3 clusters Score -1067089 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1067294.625000 Penalty: 4508.853516
	Iteration 11Q: 3 clusters Score -1067295 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1067473.125000 Penalty: 4508.853516
	Iteration 12Q: 3 clusters Score -1067473 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1067663.250000 Penalty: 4508.853516
	Iteration 13Q: 3 clusters Score -1067663 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1067851.250000 Penalty: 4508.853516
	Iteration 14Q: 3 clusters Score -1067851 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1068097.375000 Penalty: 4508.853516
	Iteration 15Q: 3 clusters Score -1068097 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1068430.000000 Penalty: 4508.853516
	Iteration 16Q: 3 clusters Score -1068430 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1068697.750000 Penalty: 4508.853516
	Iteration 17Q: 3 clusters Score -1068698 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1068865.125000 Penalty: 4508.853516
	Iteration 18Q: 3 clusters Score -1068865 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1068967.000000 Penalty: 4508.853516
	Iteration 19Q: 3 clusters Score -1068967 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1069044.250000 Penalty: 4508.853516
	Iteration 20F: 3 clusters Score -1069044 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1069110.750000 Penalty: 4508.853516
	Iteration 21Q: 3 clusters Score -1069111 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1069183.750000 Penalty: 4508.853516
	Iteration 22Q: 3 clusters Score -1069184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1069259.500000 Penalty: 4508.853516
	Iteration 23Q: 3 clusters Score -1069260 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1069312.750000 Penalty: 4508.853516
	Iteration 24Q: 3 clusters Score -1069313 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1069350.875000 Penalty: 4508.853516
	Iteration 25Q: 3 clusters Score -1069351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1069378.375000 Penalty: 4508.853516
	Iteration 26Q: 3 clusters Score -1069378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1069395.000000 Penalty: 4508.853516
	Iteration 27Q: 3 clusters Score -1069395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1069407.875000 Penalty: 4508.853516
	Iteration 28Q: 3 clusters Score -1069408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1069423.625000 Penalty: 4508.853516
	Iteration 29Q: 3 clusters Score -1069424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1069424.250000 Penalty: 4508.853516
	Iteration 30Q: 3 clusters Score -1069424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1069431.500000 Penalty: 4508.853516
	Iteration 31Q: 3 clusters Score -1069432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1069433.500000 Penalty: 4508.853516
	Iteration 32Q: 3 clusters Score -1069434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1069434.875000 Penalty: 4508.853516
	Iteration 33Q: 3 clusters Score -1069435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1069437.500000 Penalty: 4508.853516
	Iteration 34Q: 3 clusters Score -1069438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1069438.000000 Penalty: 4508.853516
	Iteration 35Q: 3 clusters Score -1069438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1069436.875000 Penalty: 4508.853516
	Iteration 36Q: 3 clusters Score -1069437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1069439.375000 Penalty: 4508.853516
	Iteration 37Q: 3 clusters Score -1069439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1069441.000000 Penalty: 4508.853516
	Iteration 38Q: 3 clusters Score -1069441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1069443.875000 Penalty: 4508.853516
	Iteration 39Q: 3 clusters Score -1069444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1069442.125000 Penalty: 4508.853516
	Iteration 40F: 3 clusters Score -1069442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1069446.000000 Penalty: 4508.853516
	Iteration 41Q: 3 clusters Score -1069446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1069446.000000 Penalty: 4508.853516
	Iteration 42Q: 3 clusters Score -1069446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1069446.000000 Penalty: 4508.853516
	Iteration 43F: 3 clusters Score -1069446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Entering Unmasked Estep 
Score: -2002561.375000 Penalty: 2400.461670
	Iteration 0F: 2 clusters Score -2002561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1991076.375000 Penalty: 4800.923340
	Iteration 0F: 3 clusters Score -1991076 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1994726.250000 Penalty: 4800.923340
	Iteration 1F: 3 clusters Score -1994726 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1995088.250000 Penalty: 4800.923340
	Iteration 2F: 3 clusters Score -1995088 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1995372.750000 Penalty: 4800.923340
	Iteration 3Q: 3 clusters Score -1995373 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1995657.250000 Penalty: 4800.923340
	Iteration 4Q: 3 clusters Score -1995657 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1995961.250000 Penalty: 4800.923340
	Iteration 5Q: 3 clusters Score -1995961 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1996296.875000 Penalty: 4800.923340
	Iteration 6Q: 3 clusters Score -1996297 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1996633.250000 Penalty: 4800.923340
	Iteration 7Q: 3 clusters Score -1996633 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1996969.375000 Penalty: 4800.923340
	Iteration 8Q: 3 clusters Score -1996969 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1997315.000000 Penalty: 4800.923340
	Iteration 9Q: 3 clusters Score -1997315 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1997631.000000 Penalty: 4800.923340
	Iteration 10Q: 3 clusters Score -1997631 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1997908.375000 Penalty: 4800.923340
	Iteration 11Q: 3 clusters Score -1997908 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1998133.750000 Penalty: 4800.923340
	Iteration 12Q: 3 clusters Score -1998134 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1998311.125000 Penalty: 4800.923340
	Iteration 13Q: 3 clusters Score -1998311 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1998461.375000 Penalty: 4800.923340
	Iteration 14Q: 3 clusters Score -1998461 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1998604.875000 Penalty: 4800.923340
	Iteration 15Q: 3 clusters Score -1998605 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1998738.625000 Penalty: 4800.923340
	Iteration 16Q: 3 clusters Score -1998739 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1998871.750000 Penalty: 4800.923340
	Iteration 17Q: 3 clusters Score -1998872 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1999022.750000 Penalty: 4800.923340
	Iteration 18Q: 3 clusters Score -1999023 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1999161.375000 Penalty: 4800.923340
	Iteration 19Q: 3 clusters Score -1999161 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1999308.750000 Penalty: 4800.923340
	Iteration 20F: 3 clusters Score -1999309 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1999456.375000 Penalty: 4800.923340
	Iteration 21Q: 3 clusters Score -1999456 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1999601.625000 Penalty: 4800.923340
	Iteration 22Q: 3 clusters Score -1999602 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1999759.375000 Penalty: 4800.923340
	Iteration 23Q: 3 clusters Score -1999759 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1999900.250000 Penalty: 4800.923340
	Iteration 24Q: 3 clusters Score -1999900 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2000001.250000 Penalty: 4800.923340
	Iteration 25Q: 3 clusters Score -2000001 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2000103.125000 Penalty: 4800.923340
	Iteration 26Q: 3 clusters Score -2000103 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2000165.875000 Penalty: 4800.923340
	Iteration 27Q: 3 clusters Score -2000166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2000231.250000 Penalty: 4800.923340
	Iteration 28Q: 3 clusters Score -2000231 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2000280.875000 Penalty: 4800.923340
	Iteration 29Q: 3 clusters Score -2000281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2000325.125000 Penalty: 4800.923340
	Iteration 30Q: 3 clusters Score -2000325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2000355.750000 Penalty: 4800.923340
	Iteration 31Q: 3 clusters Score -2000356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2000377.500000 Penalty: 4800.923340
	Iteration 32Q: 3 clusters Score -2000378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2000398.500000 Penalty: 4800.923340
	Iteration 33Q: 3 clusters Score -2000398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2000412.875000 Penalty: 4800.923340
	Iteration 34Q: 3 clusters Score -2000413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2000422.875000 Penalty: 4800.923340
	Iteration 35Q: 3 clusters Score -2000423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2000431.750000 Penalty: 4800.923340
	Iteration 36Q: 3 clusters Score -2000432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2000438.625000 Penalty: 4800.923340
	Iteration 37Q: 3 clusters Score -2000439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2000442.125000 Penalty: 4800.923340
	Iteration 38Q: 3 clusters Score -2000442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2000448.000000 Penalty: 4800.923340
	Iteration 39Q: 3 clusters Score -2000448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2000452.875000 Penalty: 4800.923340
	Iteration 40F: 3 clusters Score -2000453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2000454.500000 Penalty: 4800.923340
	Iteration 41Q: 3 clusters Score -2000454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2000458.625000 Penalty: 4800.923340
	Iteration 42Q: 3 clusters Score -2000459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2000459.750000 Penalty: 4800.923340
	Iteration 43Q: 3 clusters Score -2000460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2000458.500000 Penalty: 4800.923340
	Iteration 44Q: 3 clusters Score -2000458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2000459.750000 Penalty: 4800.923340
	Iteration 45Q: 3 clusters Score -2000460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2000461.000000 Penalty: 4800.923340
	Iteration 46Q: 3 clusters Score -2000461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2000459.625000 Penalty: 4800.923340
	Iteration 47Q: 3 clusters Score -2000460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2000460.125000 Penalty: 4800.923340
	Iteration 48Q: 3 clusters Score -2000460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2000460.250000 Penalty: 4800.923340
	Iteration 49Q: 3 clusters Score -2000460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2000460.250000 Penalty: 4800.923340
	Iteration 50F: 3 clusters Score -2000460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (164481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164481 members 
Entering Unmasked Estep 
Score: -20917020.000000 Penalty: 2978.616455
	Iteration 0F: 2 clusters Score -2.091702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 82291 members 
Entering Unmasked Estep 
Score: -20812550.000000 Penalty: 5957.232910
	Iteration 0F: 3 clusters Score -2.081255e+07 nChanged 78757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -20858762.000000 Penalty: 5957.232910
	Iteration 1F: 3 clusters Score -2.085876e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82319 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -20859936.000000 Penalty: 5957.232910
	Iteration 2Q: 3 clusters Score -2.085994e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -20861218.000000 Penalty: 5957.232910
	Iteration 3Q: 3 clusters Score -2.086122e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 82245 members 
Entering Unmasked Estep 
Score: -20862718.000000 Penalty: 5957.232910
	Iteration 4Q: 3 clusters Score -2.086272e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -20864514.000000 Penalty: 5957.232910
	Iteration 5Q: 3 clusters Score -2.086451e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 82305 members 
Entering Unmasked Estep 
Score: -20867048.000000 Penalty: 5957.232910
	Iteration 6Q: 3 clusters Score -2.086705e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82290 members 
Mstep: Class 2 contains 82191 members 
Entering Unmasked Estep 
Score: -20870636.000000 Penalty: 5957.232910
	Iteration 7Q: 3 clusters Score -2.087064e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 82035 members 
Entering Unmasked Estep 
Score: -20875374.000000 Penalty: 5957.232910
	Iteration 8F: 3 clusters Score -2.087537e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -20881284.000000 Penalty: 5957.232910
	Iteration 9F: 3 clusters Score -2.088128e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -20887188.000000 Penalty: 5957.232910
	Iteration 10F: 3 clusters Score -2.088719e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 80193 members 
Entering Unmasked Estep 
Score: -20890982.000000 Penalty: 5957.232910
	Iteration 11Q: 3 clusters Score -2.089098e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 79193 members 
Entering Unmasked Estep 
Score: -20892836.000000 Penalty: 5957.232910
	Iteration 12Q: 3 clusters Score -2.089284e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86386 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -20893882.000000 Penalty: 5957.232910
	Iteration 13Q: 3 clusters Score -2.089388e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -20894972.000000 Penalty: 5957.232910
	Iteration 14Q: 3 clusters Score -2.089497e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -20896254.000000 Penalty: 5957.232910
	Iteration 15Q: 3 clusters Score -2.089625e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -20897988.000000 Penalty: 5957.232910
	Iteration 16Q: 3 clusters Score -2.089799e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91095 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -20899876.000000 Penalty: 5957.232910
	Iteration 17Q: 3 clusters Score -2.089988e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92011 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -20902240.000000 Penalty: 5957.232910
	Iteration 18Q: 3 clusters Score -2.090224e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -20904744.000000 Penalty: 5957.232910
	Iteration 19Q: 3 clusters Score -2.090474e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -20907532.000000 Penalty: 5957.232910
	Iteration 20F: 3 clusters Score -2.090753e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -20910174.000000 Penalty: 5957.232910
	Iteration 21Q: 3 clusters Score -2.091017e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 72940 members 
Entering Unmasked Estep 
Score: -20912678.000000 Penalty: 5957.232910
	Iteration 22Q: 3 clusters Score -2.091268e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -20914392.000000 Penalty: 5957.232910
	Iteration 23Q: 3 clusters Score -2.091439e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -20915582.000000 Penalty: 5957.232910
	Iteration 24Q: 3 clusters Score -2.091558e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88670 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -20916282.000000 Penalty: 5957.232910
	Iteration 25Q: 3 clusters Score -2.091628e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 76610 members 
Entering Unmasked Estep 
Score: -20916590.000000 Penalty: 5957.232910
	Iteration 26Q: 3 clusters Score -2.091659e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -20916898.000000 Penalty: 5957.232910
	Iteration 27Q: 3 clusters Score -2.09169e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -20917018.000000 Penalty: 5957.232910
	Iteration 28Q: 3 clusters Score -2.091702e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86150 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -20917064.000000 Penalty: 5957.232910
	Iteration 29Q: 3 clusters Score -2.091706e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -20917058.000000 Penalty: 5957.232910
	Iteration 30Q: 3 clusters Score -2.091706e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85496 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -20917054.000000 Penalty: 5957.232910
	Iteration 31Q: 3 clusters Score -2.091705e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85283 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -20917066.000000 Penalty: 5957.232910
	Iteration 32Q: 3 clusters Score -2.091707e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -20917104.000000 Penalty: 5957.232910
	Iteration 33Q: 3 clusters Score -2.09171e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84981 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -20917106.000000 Penalty: 5957.232910
	Iteration 34Q: 3 clusters Score -2.091711e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -20917086.000000 Penalty: 5957.232910
	Iteration 35Q: 3 clusters Score -2.091709e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84766 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -20917068.000000 Penalty: 5957.232910
	Iteration 36Q: 3 clusters Score -2.091707e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84695 members 
Mstep: Class 2 contains 79786 members 
Entering Unmasked Estep 
Score: -20917084.000000 Penalty: 5957.232910
	Iteration 37Q: 3 clusters Score -2.091708e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -20917060.000000 Penalty: 5957.232910
	Iteration 38Q: 3 clusters Score -2.091706e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -20917050.000000 Penalty: 5957.232910
	Iteration 39Q: 3 clusters Score -2.091705e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -20917046.000000 Penalty: 5957.232910
	Iteration 40F: 3 clusters Score -2.091705e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -20917036.000000 Penalty: 5957.232910
	Iteration 41Q: 3 clusters Score -2.091704e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -20917052.000000 Penalty: 5957.232910
	Iteration 42Q: 3 clusters Score -2.091705e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 80042 members 
Entering Unmasked Estep 
Score: -20917026.000000 Penalty: 5957.232910
	Iteration 43Q: 3 clusters Score -2.091703e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 80077 members 
Entering Unmasked Estep 
Score: -20917026.000000 Penalty: 5957.232910
	Iteration 44Q: 3 clusters Score -2.091703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -20917024.000000 Penalty: 5957.232910
	Iteration 45Q: 3 clusters Score -2.091702e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -20917034.000000 Penalty: 5957.232910
	Iteration 46Q: 3 clusters Score -2.091703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 80141 members 
Entering Unmasked Estep 
Score: -20917024.000000 Penalty: 5957.232910
	Iteration 47Q: 3 clusters Score -2.091702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -20917024.000000 Penalty: 5957.232910
	Iteration 48Q: 3 clusters Score -2.091702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 80160 members 
Entering Unmasked Estep 
Score: -20917024.000000 Penalty: 5957.232910
	Iteration 49Q: 3 clusters Score -2.091702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -20917014.000000 Penalty: 5957.232910
	Iteration 50Q: 3 clusters Score -2.091701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84306 members 
Mstep: Class 2 contains 80175 members 
Entering Unmasked Estep 
Score: -20917012.000000 Penalty: 5957.232910
	Iteration 51Q: 3 clusters Score -2.091701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84300 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -20917014.000000 Penalty: 5957.232910
	Iteration 52Q: 3 clusters Score -2.091701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84299 members 
Mstep: Class 2 contains 80182 members 
Entering Unmasked Estep 
Score: -20917014.000000 Penalty: 5957.232910
	Iteration 53Q: 3 clusters Score -2.091701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -20917032.000000 Penalty: 5957.232910
	Iteration 54Q: 3 clusters Score -2.091703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -20917024.000000 Penalty: 5957.232910
	Iteration 55Q: 3 clusters Score -2.091702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 80191 members 
Entering Unmasked Estep 
Score: -20917032.000000 Penalty: 5957.232910
	Iteration 56Q: 3 clusters Score -2.091703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -20917028.000000 Penalty: 5957.232910
	Iteration 57Q: 3 clusters Score -2.091703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -20917036.000000 Penalty: 5957.232910
	Iteration 58Q: 3 clusters Score -2.091704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 80205 members 
Entering Unmasked Estep 
Score: -20917036.000000 Penalty: 5957.232910
	Iteration 59Q: 3 clusters Score -2.091704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 80208 members 
Entering Unmasked Estep 
Score: -20917016.000000 Penalty: 5957.232910
	Iteration 60F: 3 clusters Score -2.091702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -20917010.000000 Penalty: 5957.232910
	Iteration 61Q: 3 clusters Score -2.091701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -20917010.000000 Penalty: 5957.232910
	Iteration 62F: 3 clusters Score -2.091701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101725 members 
Entering Unmasked Estep 
Score: -12816808.000000 Penalty: 2859.447021
	Iteration 0F: 2 clusters Score -1.281681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -12748736.000000 Penalty: 5718.894043
	Iteration 0F: 3 clusters Score -1.274874e+07 nChanged 48174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -12777182.000000 Penalty: 5718.894043
	Iteration 1F: 3 clusters Score -1.277718e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -12779318.000000 Penalty: 5718.894043
	Iteration 2Q: 3 clusters Score -1.277932e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -12783216.000000 Penalty: 5718.894043
	Iteration 3F: 3 clusters Score -1.278322e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -12790023.000000 Penalty: 5718.894043
	Iteration 4F: 3 clusters Score -1.279002e+07 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -12799193.000000 Penalty: 5718.894043
	Iteration 5F: 3 clusters Score -1.279919e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94261 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -12807346.000000 Penalty: 5718.894043
	Iteration 6F: 3 clusters Score -1.280735e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98655 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -12811803.000000 Penalty: 5718.894043
	Iteration 7Q: 3 clusters Score -1.28118e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100449 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -12813426.000000 Penalty: 5718.894043
	Iteration 8Q: 3 clusters Score -1.281343e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -12814013.000000 Penalty: 5718.894043
	Iteration 9Q: 3 clusters Score -1.281401e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12814245.000000 Penalty: 5718.894043
	Iteration 10Q: 3 clusters Score -1.281424e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12814391.000000 Penalty: 5718.894043
	Iteration 11Q: 3 clusters Score -1.281439e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101242 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12814529.000000 Penalty: 5718.894043
	Iteration 12Q: 3 clusters Score -1.281453e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -12814613.000000 Penalty: 5718.894043
	Iteration 13Q: 3 clusters Score -1.281461e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12814694.000000 Penalty: 5718.894043
	Iteration 14Q: 3 clusters Score -1.281469e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101209 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12814774.000000 Penalty: 5718.894043
	Iteration 15Q: 3 clusters Score -1.281477e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101190 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12814847.000000 Penalty: 5718.894043
	Iteration 16Q: 3 clusters Score -1.281485e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101176 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -12814883.000000 Penalty: 5718.894043
	Iteration 17Q: 3 clusters Score -1.281488e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12814925.000000 Penalty: 5718.894043
	Iteration 18Q: 3 clusters Score -1.281492e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12814930.000000 Penalty: 5718.894043
	Iteration 19Q: 3 clusters Score -1.281493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101122 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12814948.000000 Penalty: 5718.894043
	Iteration 20F: 3 clusters Score -1.281495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -12814952.000000 Penalty: 5718.894043
	Iteration 21Q: 3 clusters Score -1.281495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12814969.000000 Penalty: 5718.894043
	Iteration 22Q: 3 clusters Score -1.281497e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12814973.000000 Penalty: 5718.894043
	Iteration 23Q: 3 clusters Score -1.281497e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101100 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -12814983.000000 Penalty: 5718.894043
	Iteration 24Q: 3 clusters Score -1.281498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -12814993.000000 Penalty: 5718.894043
	Iteration 25Q: 3 clusters Score -1.281499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12814995.000000 Penalty: 5718.894043
	Iteration 26Q: 3 clusters Score -1.2815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -12815003.000000 Penalty: 5718.894043
	Iteration 27Q: 3 clusters Score -1.2815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101085 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -12815005.000000 Penalty: 5718.894043
	Iteration 28Q: 3 clusters Score -1.2815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101077 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12815018.000000 Penalty: 5718.894043
	Iteration 29Q: 3 clusters Score -1.281502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -12815027.000000 Penalty: 5718.894043
	Iteration 30Q: 3 clusters Score -1.281503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12815036.000000 Penalty: 5718.894043
	Iteration 31Q: 3 clusters Score -1.281504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101057 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12815045.000000 Penalty: 5718.894043
	Iteration 32Q: 3 clusters Score -1.281504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12815057.000000 Penalty: 5718.894043
	Iteration 33Q: 3 clusters Score -1.281506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12815066.000000 Penalty: 5718.894043
	Iteration 34Q: 3 clusters Score -1.281507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12815069.000000 Penalty: 5718.894043
	Iteration 35Q: 3 clusters Score -1.281507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12815061.000000 Penalty: 5718.894043
	Iteration 36Q: 3 clusters Score -1.281506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101041 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12815069.000000 Penalty: 5718.894043
	Iteration 37Q: 3 clusters Score -1.281507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -12815077.000000 Penalty: 5718.894043
	Iteration 38Q: 3 clusters Score -1.281508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101035 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12815069.000000 Penalty: 5718.894043
	Iteration 39Q: 3 clusters Score -1.281507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -12815072.000000 Penalty: 5718.894043
	Iteration 40F: 3 clusters Score -1.281507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -12815072.000000 Penalty: 5718.894043
	Iteration 41Q: 3 clusters Score -1.281507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12815067.000000 Penalty: 5718.894043
	Iteration 42Q: 3 clusters Score -1.281507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12815068.000000 Penalty: 5718.894043
	Iteration 43Q: 3 clusters Score -1.281507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101028 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12815073.000000 Penalty: 5718.894043
	Iteration 44Q: 3 clusters Score -1.281507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101028 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12815073.000000 Penalty: 5718.894043
	Iteration 45F: 3 clusters Score -1.281507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Entering Unmasked Estep 
Score: -3815475.750000 Penalty: 2559.267822
	Iteration 0F: 2 clusters Score -3815476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3794703.750000 Penalty: 5118.535645
	Iteration 0F: 3 clusters Score -3794704 nChanged 13588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3802170.000000 Penalty: 5118.535645
	Iteration 1F: 3 clusters Score -3802170 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3802945.750000 Penalty: 5118.535645
	Iteration 2F: 3 clusters Score -3802946 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3803954.250000 Penalty: 5118.535645
	Iteration 3F: 3 clusters Score -3803954 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3805019.000000 Penalty: 5118.535645
	Iteration 4F: 3 clusters Score -3805019 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3806099.500000 Penalty: 5118.535645
	Iteration 5F: 3 clusters Score -3806100 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -3807203.500000 Penalty: 5118.535645
	Iteration 6F: 3 clusters Score -3807204 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -3808169.750000 Penalty: 5118.535645
	Iteration 7F: 3 clusters Score -3808170 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -3808975.250000 Penalty: 5118.535645
	Iteration 8F: 3 clusters Score -3808975 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -3809540.750000 Penalty: 5118.535645
	Iteration 9Q: 3 clusters Score -3809541 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3809980.000000 Penalty: 5118.535645
	Iteration 10Q: 3 clusters Score -3809980 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3810304.250000 Penalty: 5118.535645
	Iteration 11Q: 3 clusters Score -3810304 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3810546.250000 Penalty: 5118.535645
	Iteration 12Q: 3 clusters Score -3810546 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3810808.500000 Penalty: 5118.535645
	Iteration 13Q: 3 clusters Score -3810808 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3811038.500000 Penalty: 5118.535645
	Iteration 14Q: 3 clusters Score -3811038 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3811299.250000 Penalty: 5118.535645
	Iteration 15Q: 3 clusters Score -3811299 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -3811521.250000 Penalty: 5118.535645
	Iteration 16Q: 3 clusters Score -3811521 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3811743.500000 Penalty: 5118.535645
	Iteration 17Q: 3 clusters Score -3811744 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3811909.250000 Penalty: 5118.535645
	Iteration 18Q: 3 clusters Score -3811909 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3812090.000000 Penalty: 5118.535645
	Iteration 19Q: 3 clusters Score -3812090 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3812210.000000 Penalty: 5118.535645
	Iteration 20F: 3 clusters Score -3812210 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -3812324.000000 Penalty: 5118.535645
	Iteration 21Q: 3 clusters Score -3812324 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3812442.250000 Penalty: 5118.535645
	Iteration 22Q: 3 clusters Score -3812442 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3812533.750000 Penalty: 5118.535645
	Iteration 23Q: 3 clusters Score -3812534 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3812589.750000 Penalty: 5118.535645
	Iteration 24Q: 3 clusters Score -3812590 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3812662.000000 Penalty: 5118.535645
	Iteration 25Q: 3 clusters Score -3812662 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3812710.750000 Penalty: 5118.535645
	Iteration 26Q: 3 clusters Score -3812711 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3812758.000000 Penalty: 5118.535645
	Iteration 27Q: 3 clusters Score -3812758 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3812822.250000 Penalty: 5118.535645
	Iteration 28Q: 3 clusters Score -3812822 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3812859.250000 Penalty: 5118.535645
	Iteration 29Q: 3 clusters Score -3812859 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3812883.000000 Penalty: 5118.535645
	Iteration 30Q: 3 clusters Score -3812883 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3812909.750000 Penalty: 5118.535645
	Iteration 31Q: 3 clusters Score -3812910 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3812942.750000 Penalty: 5118.535645
	Iteration 32Q: 3 clusters Score -3812943 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3812965.250000 Penalty: 5118.535645
	Iteration 33Q: 3 clusters Score -3812965 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3813005.750000 Penalty: 5118.535645
	Iteration 34Q: 3 clusters Score -3813006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3813042.500000 Penalty: 5118.535645
	Iteration 35Q: 3 clusters Score -3813042 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3813070.750000 Penalty: 5118.535645
	Iteration 36Q: 3 clusters Score -3813071 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3813081.750000 Penalty: 5118.535645
	Iteration 37Q: 3 clusters Score -3813082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3813101.000000 Penalty: 5118.535645
	Iteration 38Q: 3 clusters Score -3813101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3813111.250000 Penalty: 5118.535645
	Iteration 39Q: 3 clusters Score -3813111 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3813133.000000 Penalty: 5118.535645
	Iteration 40F: 3 clusters Score -3813133 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3813148.000000 Penalty: 5118.535645
	Iteration 41Q: 3 clusters Score -3813148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3813170.000000 Penalty: 5118.535645
	Iteration 42Q: 3 clusters Score -3813170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3813184.000000 Penalty: 5118.535645
	Iteration 43Q: 3 clusters Score -3813184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3813215.000000 Penalty: 5118.535645
	Iteration 44Q: 3 clusters Score -3813215 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3813232.250000 Penalty: 5118.535645
	Iteration 45Q: 3 clusters Score -3813232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3813255.250000 Penalty: 5118.535645
	Iteration 46Q: 3 clusters Score -3813255 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3813274.250000 Penalty: 5118.535645
	Iteration 47Q: 3 clusters Score -3813274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3813296.000000 Penalty: 5118.535645
	Iteration 48Q: 3 clusters Score -3813296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3813308.000000 Penalty: 5118.535645
	Iteration 49Q: 3 clusters Score -3813308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3813308.250000 Penalty: 5118.535645
	Iteration 50Q: 3 clusters Score -3813308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3813323.750000 Penalty: 5118.535645
	Iteration 51Q: 3 clusters Score -3813324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3813335.750000 Penalty: 5118.535645
	Iteration 52Q: 3 clusters Score -3813336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3813338.250000 Penalty: 5118.535645
	Iteration 53Q: 3 clusters Score -3813338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3813342.250000 Penalty: 5118.535645
	Iteration 54Q: 3 clusters Score -3813342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3813351.500000 Penalty: 5118.535645
	Iteration 55Q: 3 clusters Score -3813352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3813364.750000 Penalty: 5118.535645
	Iteration 56Q: 3 clusters Score -3813365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3813359.500000 Penalty: 5118.535645
	Iteration 57Q: 3 clusters Score -3813360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3813367.000000 Penalty: 5118.535645
	Iteration 58Q: 3 clusters Score -3813367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3813371.500000 Penalty: 5118.535645
	Iteration 59Q: 3 clusters Score -3813372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3813378.750000 Penalty: 5118.535645
	Iteration 60F: 3 clusters Score -3813379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3813387.000000 Penalty: 5118.535645
	Iteration 61Q: 3 clusters Score -3813387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3813393.000000 Penalty: 5118.535645
	Iteration 62Q: 3 clusters Score -3813393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3813395.500000 Penalty: 5118.535645
	Iteration 63Q: 3 clusters Score -3813396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3813404.500000 Penalty: 5118.535645
	Iteration 64Q: 3 clusters Score -3813404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3813414.500000 Penalty: 5118.535645
	Iteration 65Q: 3 clusters Score -3813414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3813423.000000 Penalty: 5118.535645
	Iteration 66Q: 3 clusters Score -3813423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3813428.250000 Penalty: 5118.535645
	Iteration 67Q: 3 clusters Score -3813428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3813428.750000 Penalty: 5118.535645
	Iteration 68Q: 3 clusters Score -3813429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3813438.750000 Penalty: 5118.535645
	Iteration 69Q: 3 clusters Score -3813439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3813440.250000 Penalty: 5118.535645
	Iteration 70Q: 3 clusters Score -3813440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3813442.250000 Penalty: 5118.535645
	Iteration 71Q: 3 clusters Score -3813442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3813442.500000 Penalty: 5118.535645
	Iteration 72Q: 3 clusters Score -3813442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3813443.000000 Penalty: 5118.535645
	Iteration 73Q: 3 clusters Score -3813443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3813450.000000 Penalty: 5118.535645
	Iteration 74Q: 3 clusters Score -3813450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3813456.500000 Penalty: 5118.535645
	Iteration 75Q: 3 clusters Score -3813456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3813455.500000 Penalty: 5118.535645
	Iteration 76Q: 3 clusters Score -3813456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3813453.250000 Penalty: 5118.535645
	Iteration 77Q: 3 clusters Score -3813453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3813458.000000 Penalty: 5118.535645
	Iteration 78Q: 3 clusters Score -3813458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3813461.000000 Penalty: 5118.535645
	Iteration 79Q: 3 clusters Score -3813461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3813466.250000 Penalty: 5118.535645
	Iteration 80F: 3 clusters Score -3813466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3813471.000000 Penalty: 5118.535645
	Iteration 81Q: 3 clusters Score -3813471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3813472.750000 Penalty: 5118.535645
	Iteration 82Q: 3 clusters Score -3813473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3813478.250000 Penalty: 5118.535645
	Iteration 83Q: 3 clusters Score -3813478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3813485.750000 Penalty: 5118.535645
	Iteration 84Q: 3 clusters Score -3813486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3813485.500000 Penalty: 5118.535645
	Iteration 85Q: 3 clusters Score -3813486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3813490.000000 Penalty: 5118.535645
	Iteration 86Q: 3 clusters Score -3813490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3813490.000000 Penalty: 5118.535645
	Iteration 87Q: 3 clusters Score -3813490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3813489.000000 Penalty: 5118.535645
	Iteration 88Q: 3 clusters Score -3813489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3813490.250000 Penalty: 5118.535645
	Iteration 89Q: 3 clusters Score -3813490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3813492.000000 Penalty: 5118.535645
	Iteration 90Q: 3 clusters Score -3813492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3813490.500000 Penalty: 5118.535645
	Iteration 91Q: 3 clusters Score -3813490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3813496.000000 Penalty: 5118.535645
	Iteration 92Q: 3 clusters Score -3813496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3813492.750000 Penalty: 5118.535645
	Iteration 93Q: 3 clusters Score -3813493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3813490.000000 Penalty: 5118.535645
	Iteration 94Q: 3 clusters Score -3813490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3813492.750000 Penalty: 5118.535645
	Iteration 95Q: 3 clusters Score -3813493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3813496.750000 Penalty: 5118.535645
	Iteration 96Q: 3 clusters Score -3813497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3813493.000000 Penalty: 5118.535645
	Iteration 97Q: 3 clusters Score -3813493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3813493.500000 Penalty: 5118.535645
	Iteration 98Q: 3 clusters Score -3813494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3813495.000000 Penalty: 5118.535645
	Iteration 99Q: 3 clusters Score -3813495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3813495.000000 Penalty: 5118.535645
	Iteration 100F: 3 clusters Score -3813495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (169089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169089 members 
Entering Unmasked Estep 
Score: -21876124.000000 Penalty: 2985.468750
	Iteration 0F: 2 clusters Score -2.187612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -21767630.000000 Penalty: 5970.937500
	Iteration 0F: 3 clusters Score -2.176763e+07 nChanged 81311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -21814724.000000 Penalty: 5970.937500
	Iteration 1F: 3 clusters Score -2.181472e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80965 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -21816118.000000 Penalty: 5970.937500
	Iteration 2Q: 3 clusters Score -2.181612e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78622 members 
Mstep: Class 2 contains 90467 members 
Entering Unmasked Estep 
Score: -21817852.000000 Penalty: 5970.937500
	Iteration 3Q: 3 clusters Score -2.181785e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -21820068.000000 Penalty: 5970.937500
	Iteration 4Q: 3 clusters Score -2.182007e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -21823454.000000 Penalty: 5970.937500
	Iteration 5Q: 3 clusters Score -2.182345e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 105464 members 
Entering Unmasked Estep 
Score: -21827646.000000 Penalty: 5970.937500
	Iteration 6F: 3 clusters Score -2.182765e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 113804 members 
Entering Unmasked Estep 
Score: -21833646.000000 Penalty: 5970.937500
	Iteration 7F: 3 clusters Score -2.183365e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 123868 members 
Entering Unmasked Estep 
Score: -21841420.000000 Penalty: 5970.937500
	Iteration 8F: 3 clusters Score -2.184142e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 134626 members 
Entering Unmasked Estep 
Score: -21849912.000000 Penalty: 5970.937500
	Iteration 9F: 3 clusters Score -2.184991e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 144507 members 
Entering Unmasked Estep 
Score: -21857916.000000 Penalty: 5970.937500
	Iteration 10F: 3 clusters Score -2.185792e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 152571 members 
Entering Unmasked Estep 
Score: -21864352.000000 Penalty: 5970.937500
	Iteration 11Q: 3 clusters Score -2.186435e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 158237 members 
Entering Unmasked Estep 
Score: -21868684.000000 Penalty: 5970.937500
	Iteration 12Q: 3 clusters Score -2.186868e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 161612 members 
Entering Unmasked Estep 
Score: -21870960.000000 Penalty: 5970.937500
	Iteration 13Q: 3 clusters Score -2.187096e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 163649 members 
Entering Unmasked Estep 
Score: -21872310.000000 Penalty: 5970.937500
	Iteration 14Q: 3 clusters Score -2.187231e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 164806 members 
Entering Unmasked Estep 
Score: -21873050.000000 Penalty: 5970.937500
	Iteration 15Q: 3 clusters Score -2.187305e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 165551 members 
Entering Unmasked Estep 
Score: -21873580.000000 Penalty: 5970.937500
	Iteration 16Q: 3 clusters Score -2.187358e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 166038 members 
Entering Unmasked Estep 
Score: -21874238.000000 Penalty: 5970.937500
	Iteration 17Q: 3 clusters Score -2.187424e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 166282 members 
Entering Unmasked Estep 
Score: -21874766.000000 Penalty: 5970.937500
	Iteration 18Q: 3 clusters Score -2.187477e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 166358 members 
Entering Unmasked Estep 
Score: -21875164.000000 Penalty: 5970.937500
	Iteration 19Q: 3 clusters Score -2.187516e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 166308 members 
Entering Unmasked Estep 
Score: -21875410.000000 Penalty: 5970.937500
	Iteration 20F: 3 clusters Score -2.187541e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 166248 members 
Entering Unmasked Estep 
Score: -21875560.000000 Penalty: 5970.937500
	Iteration 21Q: 3 clusters Score -2.187556e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 166172 members 
Entering Unmasked Estep 
Score: -21875554.000000 Penalty: 5970.937500
	Iteration 22Q: 3 clusters Score -2.187555e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 166090 members 
Entering Unmasked Estep 
Score: -21875624.000000 Penalty: 5970.937500
	Iteration 23Q: 3 clusters Score -2.187562e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 165998 members 
Entering Unmasked Estep 
Score: -21875704.000000 Penalty: 5970.937500
	Iteration 24Q: 3 clusters Score -2.18757e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 165925 members 
Entering Unmasked Estep 
Score: -21875778.000000 Penalty: 5970.937500
	Iteration 25Q: 3 clusters Score -2.187578e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 165842 members 
Entering Unmasked Estep 
Score: -21875814.000000 Penalty: 5970.937500
	Iteration 26Q: 3 clusters Score -2.187581e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 165760 members 
Entering Unmasked Estep 
Score: -21875882.000000 Penalty: 5970.937500
	Iteration 27Q: 3 clusters Score -2.187588e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 165689 members 
Entering Unmasked Estep 
Score: -21875960.000000 Penalty: 5970.937500
	Iteration 28Q: 3 clusters Score -2.187596e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 165644 members 
Entering Unmasked Estep 
Score: -21875950.000000 Penalty: 5970.937500
	Iteration 29Q: 3 clusters Score -2.187595e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 165602 members 
Entering Unmasked Estep 
Score: -21875970.000000 Penalty: 5970.937500
	Iteration 30Q: 3 clusters Score -2.187597e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 165563 members 
Entering Unmasked Estep 
Score: -21875984.000000 Penalty: 5970.937500
	Iteration 31Q: 3 clusters Score -2.187598e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 165529 members 
Entering Unmasked Estep 
Score: -21876022.000000 Penalty: 5970.937500
	Iteration 32Q: 3 clusters Score -2.187602e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -21875998.000000 Penalty: 5970.937500
	Iteration 33Q: 3 clusters Score -2.1876e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 165454 members 
Entering Unmasked Estep 
Score: -21876038.000000 Penalty: 5970.937500
	Iteration 34Q: 3 clusters Score -2.187604e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 165413 members 
Entering Unmasked Estep 
Score: -21876082.000000 Penalty: 5970.937500
	Iteration 35Q: 3 clusters Score -2.187608e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 165385 members 
Entering Unmasked Estep 
Score: -21876094.000000 Penalty: 5970.937500
	Iteration 36Q: 3 clusters Score -2.187609e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 165355 members 
Entering Unmasked Estep 
Score: -21876076.000000 Penalty: 5970.937500
	Iteration 37Q: 3 clusters Score -2.187608e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 165326 members 
Entering Unmasked Estep 
Score: -21876100.000000 Penalty: 5970.937500
	Iteration 38Q: 3 clusters Score -2.18761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 165305 members 
Entering Unmasked Estep 
Score: -21876096.000000 Penalty: 5970.937500
	Iteration 39Q: 3 clusters Score -2.18761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 165282 members 
Entering Unmasked Estep 
Score: -21876094.000000 Penalty: 5970.937500
	Iteration 40F: 3 clusters Score -2.187609e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 165258 members 
Entering Unmasked Estep 
Score: -21876102.000000 Penalty: 5970.937500
	Iteration 41Q: 3 clusters Score -2.18761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 165243 members 
Entering Unmasked Estep 
Score: -21876080.000000 Penalty: 5970.937500
	Iteration 42Q: 3 clusters Score -2.187608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 165232 members 
Entering Unmasked Estep 
Score: -21876082.000000 Penalty: 5970.937500
	Iteration 43Q: 3 clusters Score -2.187608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 165222 members 
Entering Unmasked Estep 
Score: -21876068.000000 Penalty: 5970.937500
	Iteration 44Q: 3 clusters Score -2.187607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 165211 members 
Entering Unmasked Estep 
Score: -21876060.000000 Penalty: 5970.937500
	Iteration 45Q: 3 clusters Score -2.187606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 165207 members 
Entering Unmasked Estep 
Score: -21876074.000000 Penalty: 5970.937500
	Iteration 46Q: 3 clusters Score -2.187607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 165201 members 
Entering Unmasked Estep 
Score: -21876064.000000 Penalty: 5970.937500
	Iteration 47Q: 3 clusters Score -2.187606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 165193 members 
Entering Unmasked Estep 
Score: -21876066.000000 Penalty: 5970.937500
	Iteration 48Q: 3 clusters Score -2.187607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 165186 members 
Entering Unmasked Estep 
Score: -21876066.000000 Penalty: 5970.937500
	Iteration 49Q: 3 clusters Score -2.187607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 165180 members 
Entering Unmasked Estep 
Score: -21876076.000000 Penalty: 5970.937500
	Iteration 50Q: 3 clusters Score -2.187608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 165169 members 
Entering Unmasked Estep 
Score: -21876074.000000 Penalty: 5970.937500
	Iteration 51Q: 3 clusters Score -2.187607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 165159 members 
Entering Unmasked Estep 
Score: -21876058.000000 Penalty: 5970.937500
	Iteration 52Q: 3 clusters Score -2.187606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 165155 members 
Entering Unmasked Estep 
Score: -21876062.000000 Penalty: 5970.937500
	Iteration 53Q: 3 clusters Score -2.187606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 165154 members 
Entering Unmasked Estep 
Score: -21876062.000000 Penalty: 5970.937500
	Iteration 54Q: 3 clusters Score -2.187606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 165156 members 
Entering Unmasked Estep 
Score: -21876064.000000 Penalty: 5970.937500
	Iteration 55Q: 3 clusters Score -2.187606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 165157 members 
Entering Unmasked Estep 
Score: -21876048.000000 Penalty: 5970.937500
	Iteration 56Q: 3 clusters Score -2.187605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 165155 members 
Entering Unmasked Estep 
Score: -21876040.000000 Penalty: 5970.937500
	Iteration 57Q: 3 clusters Score -2.187604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 165150 members 
Entering Unmasked Estep 
Score: -21876036.000000 Penalty: 5970.937500
	Iteration 58Q: 3 clusters Score -2.187604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 165150 members 
Entering Unmasked Estep 
Score: -21876040.000000 Penalty: 5970.937500
	Iteration 59Q: 3 clusters Score -2.187604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 165150 members 
Entering Unmasked Estep 
Score: -21876038.000000 Penalty: 5970.937500
	Iteration 60F: 3 clusters Score -2.187604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 165148 members 
Entering Unmasked Estep 
Score: -21876032.000000 Penalty: 5970.937500
	Iteration 61Q: 3 clusters Score -2.187603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 165148 members 
Entering Unmasked Estep 
Score: -21876024.000000 Penalty: 5970.937500
	Iteration 62Q: 3 clusters Score -2.187602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 165146 members 
Entering Unmasked Estep 
Score: -21876034.000000 Penalty: 5970.937500
	Iteration 63Q: 3 clusters Score -2.187603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 165145 members 
Entering Unmasked Estep 
Score: -21876026.000000 Penalty: 5970.937500
	Iteration 64Q: 3 clusters Score -2.187603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 165145 members 
Entering Unmasked Estep 
Score: -21876026.000000 Penalty: 5970.937500
	Iteration 65F: 3 clusters Score -2.187603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -852532.562500 Penalty: 2197.368652
	Iteration 0F: 2 clusters Score -852532.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -846789.687500 Penalty: 4394.737305
	Iteration 0F: 3 clusters Score -846789.7 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -848253.250000 Penalty: 4394.737305
	Iteration 1F: 3 clusters Score -848253.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -848499.937500 Penalty: 4394.737305
	Iteration 2F: 3 clusters Score -848499.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -848683.875000 Penalty: 4394.737305
	Iteration 3Q: 3 clusters Score -848683.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -848853.562500 Penalty: 4394.737305
	Iteration 4Q: 3 clusters Score -848853.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -848980.125000 Penalty: 4394.737305
	Iteration 5Q: 3 clusters Score -848980.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -849098.437500 Penalty: 4394.737305
	Iteration 6Q: 3 clusters Score -849098.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -849224.375000 Penalty: 4394.737305
	Iteration 7Q: 3 clusters Score -849224.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -849374.437500 Penalty: 4394.737305
	Iteration 8Q: 3 clusters Score -849374.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -849526.812500 Penalty: 4394.737305
	Iteration 9Q: 3 clusters Score -849526.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -849674.875000 Penalty: 4394.737305
	Iteration 10Q: 3 clusters Score -849674.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -849851.125000 Penalty: 4394.737305
	Iteration 11Q: 3 clusters Score -849851.1 nChanged 243
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: -850029.062500 Penalty: 4394.737305
	Iteration 12Q: 3 clusters Score -850029.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -850162.375000 Penalty: 4394.737305
	Iteration 13Q: 3 clusters Score -850162.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -850300.687500 Penalty: 4394.737305
	Iteration 14Q: 3 clusters Score -850300.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -850434.375000 Penalty: 4394.737305
	Iteration 15Q: 3 clusters Score -850434.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -850549.750000 Penalty: 4394.737305
	Iteration 16Q: 3 clusters Score -850549.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -850649.375000 Penalty: 4394.737305
	Iteration 17Q: 3 clusters Score -850649.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -850748.437500 Penalty: 4394.737305
	Iteration 18Q: 3 clusters Score -850748.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -850824.812500 Penalty: 4394.737305
	Iteration 19Q: 3 clusters Score -850824.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -850882.562500 Penalty: 4394.737305
	Iteration 20F: 3 clusters Score -850882.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -850928.375000 Penalty: 4394.737305
	Iteration 21Q: 3 clusters Score -850928.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -850982.250000 Penalty: 4394.737305
	Iteration 22Q: 3 clusters Score -850982.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -851014.687500 Penalty: 4394.737305
	Iteration 23Q: 3 clusters Score -851014.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -851045.500000 Penalty: 4394.737305
	Iteration 24Q: 3 clusters Score -851045.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -851071.375000 Penalty: 4394.737305
	Iteration 25Q: 3 clusters Score -851071.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -851098.812500 Penalty: 4394.737305
	Iteration 26Q: 3 clusters Score -851098.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -851118.625000 Penalty: 4394.737305
	Iteration 27Q: 3 clusters Score -851118.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -851135.000000 Penalty: 4394.737305
	Iteration 28Q: 3 clusters Score -851135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -851145.062500 Penalty: 4394.737305
	Iteration 29Q: 3 clusters Score -851145.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -851155.562500 Penalty: 4394.737305
	Iteration 30Q: 3 clusters Score -851155.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -851163.875000 Penalty: 4394.737305
	Iteration 31Q: 3 clusters Score -851163.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -851171.000000 Penalty: 4394.737305
	Iteration 32Q: 3 clusters Score -851171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -851183.562500 Penalty: 4394.737305
	Iteration 33Q: 3 clusters Score -851183.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -851199.687500 Penalty: 4394.737305
	Iteration 34Q: 3 clusters Score -851199.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -851214.125000 Penalty: 4394.737305
	Iteration 35Q: 3 clusters Score -851214.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -851221.062500 Penalty: 4394.737305
	Iteration 36Q: 3 clusters Score -851221.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -851225.375000 Penalty: 4394.737305
	Iteration 37Q: 3 clusters Score -851225.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -851233.437500 Penalty: 4394.737305
	Iteration 38Q: 3 clusters Score -851233.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -851241.062500 Penalty: 4394.737305
	Iteration 39Q: 3 clusters Score -851241.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -851248.812500 Penalty: 4394.737305
	Iteration 40F: 3 clusters Score -851248.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -851258.937500 Penalty: 4394.737305
	Iteration 41Q: 3 clusters Score -851258.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -851269.500000 Penalty: 4394.737305
	Iteration 42Q: 3 clusters Score -851269.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -851274.000000 Penalty: 4394.737305
	Iteration 43Q: 3 clusters Score -851274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -851279.812500 Penalty: 4394.737305
	Iteration 44Q: 3 clusters Score -851279.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -851282.437500 Penalty: 4394.737305
	Iteration 45Q: 3 clusters Score -851282.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -851287.500000 Penalty: 4394.737305
	Iteration 46Q: 3 clusters Score -851287.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -851293.062500 Penalty: 4394.737305
	Iteration 47Q: 3 clusters Score -851293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -851296.125000 Penalty: 4394.737305
	Iteration 48Q: 3 clusters Score -851296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -851297.187500 Penalty: 4394.737305
	Iteration 49Q: 3 clusters Score -851297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -851299.937500 Penalty: 4394.737305
	Iteration 50Q: 3 clusters Score -851299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -851299.062500 Penalty: 4394.737305
	Iteration 51Q: 3 clusters Score -851299.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -851301.750000 Penalty: 4394.737305
	Iteration 52Q: 3 clusters Score -851301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -851302.250000 Penalty: 4394.737305
	Iteration 53Q: 3 clusters Score -851302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -851302.250000 Penalty: 4394.737305
	Iteration 54F: 3 clusters Score -851302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Entering Unmasked Estep 
Score: -1690015.625000 Penalty: 2371.772705
	Iteration 0F: 2 clusters Score -1690016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1679857.125000 Penalty: 4743.545410
	Iteration 0F: 3 clusters Score -1679857 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1683725.250000 Penalty: 4743.545410
	Iteration 1F: 3 clusters Score -1683725 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1684711.250000 Penalty: 4743.545410
	Iteration 2F: 3 clusters Score -1684711 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1685619.625000 Penalty: 4743.545410
	Iteration 3F: 3 clusters Score -1685620 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1686506.250000 Penalty: 4743.545410
	Iteration 4F: 3 clusters Score -1686506 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1687255.000000 Penalty: 4743.545410
	Iteration 5F: 3 clusters Score -1687255 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1687805.500000 Penalty: 4743.545410
	Iteration 6F: 3 clusters Score -1687806 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1688291.750000 Penalty: 4743.545410
	Iteration 7Q: 3 clusters Score -1688292 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1688682.625000 Penalty: 4743.545410
	Iteration 8Q: 3 clusters Score -1688683 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1689005.500000 Penalty: 4743.545410
	Iteration 9Q: 3 clusters Score -1689006 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1689279.625000 Penalty: 4743.545410
	Iteration 10Q: 3 clusters Score -1689280 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1689517.250000 Penalty: 4743.545410
	Iteration 11Q: 3 clusters Score -1689517 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1689663.250000 Penalty: 4743.545410
	Iteration 12Q: 3 clusters Score -1689663 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1689753.500000 Penalty: 4743.545410
	Iteration 13Q: 3 clusters Score -1689754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1689798.125000 Penalty: 4743.545410
	Iteration 14Q: 3 clusters Score -1689798 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1689829.375000 Penalty: 4743.545410
	Iteration 15Q: 3 clusters Score -1689829 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1689853.000000 Penalty: 4743.545410
	Iteration 16Q: 3 clusters Score -1689853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1689882.375000 Penalty: 4743.545410
	Iteration 17Q: 3 clusters Score -1689882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1689905.750000 Penalty: 4743.545410
	Iteration 18Q: 3 clusters Score -1689906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1689926.125000 Penalty: 4743.545410
	Iteration 19Q: 3 clusters Score -1689926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1689948.250000 Penalty: 4743.545410
	Iteration 20F: 3 clusters Score -1689948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1689971.250000 Penalty: 4743.545410
	Iteration 21Q: 3 clusters Score -1689971 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1690003.000000 Penalty: 4743.545410
	Iteration 22Q: 3 clusters Score -1690003 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1690029.375000 Penalty: 4743.545410
	Iteration 23Q: 3 clusters Score -1690029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1690046.750000 Penalty: 4743.545410
	Iteration 24Q: 3 clusters Score -1690047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1690051.625000 Penalty: 4743.545410
	Iteration 25Q: 3 clusters Score -1690052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1690066.125000 Penalty: 4743.545410
	Iteration 26Q: 3 clusters Score -1690066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1690071.750000 Penalty: 4743.545410
	Iteration 27Q: 3 clusters Score -1690072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1690077.875000 Penalty: 4743.545410
	Iteration 28Q: 3 clusters Score -1690078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1690078.500000 Penalty: 4743.545410
	Iteration 29Q: 3 clusters Score -1690078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1690081.250000 Penalty: 4743.545410
	Iteration 30Q: 3 clusters Score -1690081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1690086.000000 Penalty: 4743.545410
	Iteration 31Q: 3 clusters Score -1690086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1690083.875000 Penalty: 4743.545410
	Iteration 32Q: 3 clusters Score -1690084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1690082.875000 Penalty: 4743.545410
	Iteration 33Q: 3 clusters Score -1690083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1690087.250000 Penalty: 4743.545410
	Iteration 34Q: 3 clusters Score -1690087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1690083.875000 Penalty: 4743.545410
	Iteration 35Q: 3 clusters Score -1690084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1690086.875000 Penalty: 4743.545410
	Iteration 36Q: 3 clusters Score -1690087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1690086.375000 Penalty: 4743.545410
	Iteration 37Q: 3 clusters Score -1690086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1690084.500000 Penalty: 4743.545410
	Iteration 38Q: 3 clusters Score -1690084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1690085.625000 Penalty: 4743.545410
	Iteration 39Q: 3 clusters Score -1690086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1690085.125000 Penalty: 4743.545410
	Iteration 40F: 3 clusters Score -1690085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1690087.625000 Penalty: 4743.545410
	Iteration 41Q: 3 clusters Score -1690088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1690087.625000 Penalty: 4743.545410
	Iteration 42Q: 3 clusters Score -1690088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1690090.500000 Penalty: 4743.545410
	Iteration 43Q: 3 clusters Score -1690090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1690090.750000 Penalty: 4743.545410
	Iteration 44Q: 3 clusters Score -1690091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1690092.500000 Penalty: 4743.545410
	Iteration 45Q: 3 clusters Score -1690092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1690091.750000 Penalty: 4743.545410
	Iteration 46Q: 3 clusters Score -1690092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1690091.750000 Penalty: 4743.545410
	Iteration 47F: 3 clusters Score -1690092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 23755 members 
Mstep: Class 3 contains 8870 members 
Mstep: Class 4 contains 15983 members 
Mstep: Class 5 contains 164481 members 
Mstep: Class 6 contains 101725 members 
Mstep: Class 7 contains 30322 members 
Mstep: Class 8 contains 169089 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 11575 members 
Mstep: Class 11 contains 46047 members 
Mstep: Class 12 contains 100814 members 
Mstep: Class 13 contains 46300 members 
Mstep: Class 14 contains 256532 members 
Mstep: Class 15 contains 74677 members 
Mstep: Class 16 contains 14688 members 
Mstep: Class 17 contains 48971 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6327 members 
Mstep: Class 20 contains 36950 members 
Mstep: Class 21 contains 4385 members 
Mstep: Class 22 contains 5721 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 10345 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6998 members 
Mstep: Class 28 contains 5607 members 
Mstep: Class 29 contains 15551 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13509 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 629 members 
Mstep: Class 34 contains 2662 members 
Entering Unmasked Estep 
Score: -157697552.000000 Penalty: 118478.460938
Splitting cluster 10 changes total score from -157698464.000000 to -157697552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (46047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Entering Unmasked Estep 
Score: -5840129.500000 Penalty: 2662.879639
	Iteration 0F: 2 clusters Score -5840130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -5809077.000000 Penalty: 5325.759277
	Iteration 0F: 3 clusters Score -5809077 nChanged 21059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -5820481.500000 Penalty: 5325.759277
	Iteration 1F: 3 clusters Score -5820482 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -5820904.000000 Penalty: 5325.759277
	Iteration 2Q: 3 clusters Score -5820904 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -5821304.000000 Penalty: 5325.759277
	Iteration 3Q: 3 clusters Score -5821304 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -5821768.000000 Penalty: 5325.759277
	Iteration 4Q: 3 clusters Score -5821768 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -5822240.500000 Penalty: 5325.759277
	Iteration 5Q: 3 clusters Score -5822240 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -5822834.500000 Penalty: 5325.759277
	Iteration 6Q: 3 clusters Score -5822834 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -5823473.500000 Penalty: 5325.759277
	Iteration 7Q: 3 clusters Score -5823474 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -5824372.000000 Penalty: 5325.759277
	Iteration 8Q: 3 clusters Score -5824372 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -5825509.000000 Penalty: 5325.759277
	Iteration 9Q: 3 clusters Score -5825509 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -5826923.000000 Penalty: 5325.759277
	Iteration 10Q: 3 clusters Score -5826923 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -5828454.000000 Penalty: 5325.759277
	Iteration 11Q: 3 clusters Score -5828454 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5830029.500000 Penalty: 5325.759277
	Iteration 12Q: 3 clusters Score -5830030 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -5831448.000000 Penalty: 5325.759277
	Iteration 13Q: 3 clusters Score -5831448 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -5832677.000000 Penalty: 5325.759277
	Iteration 14Q: 3 clusters Score -5832677 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -5833724.500000 Penalty: 5325.759277
	Iteration 15Q: 3 clusters Score -5833724 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -5834553.500000 Penalty: 5325.759277
	Iteration 16Q: 3 clusters Score -5834554 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -5835240.500000 Penalty: 5325.759277
	Iteration 17Q: 3 clusters Score -5835240 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5835812.000000 Penalty: 5325.759277
	Iteration 18Q: 3 clusters Score -5835812 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -5836179.000000 Penalty: 5325.759277
	Iteration 19Q: 3 clusters Score -5836179 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5836473.500000 Penalty: 5325.759277
	Iteration 20F: 3 clusters Score -5836474 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -5836718.500000 Penalty: 5325.759277
	Iteration 21Q: 3 clusters Score -5836718 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5836914.500000 Penalty: 5325.759277
	Iteration 22Q: 3 clusters Score -5836914 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5837140.500000 Penalty: 5325.759277
	Iteration 23Q: 3 clusters Score -5837140 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5837270.500000 Penalty: 5325.759277
	Iteration 24Q: 3 clusters Score -5837270 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5837376.000000 Penalty: 5325.759277
	Iteration 25Q: 3 clusters Score -5837376 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5837455.500000 Penalty: 5325.759277
	Iteration 26Q: 3 clusters Score -5837456 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5837557.000000 Penalty: 5325.759277
	Iteration 27Q: 3 clusters Score -5837557 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5837639.500000 Penalty: 5325.759277
	Iteration 28Q: 3 clusters Score -5837640 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5837693.500000 Penalty: 5325.759277
	Iteration 29Q: 3 clusters Score -5837694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5837736.000000 Penalty: 5325.759277
	Iteration 30Q: 3 clusters Score -5837736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5837772.000000 Penalty: 5325.759277
	Iteration 31Q: 3 clusters Score -5837772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5837803.500000 Penalty: 5325.759277
	Iteration 32Q: 3 clusters Score -5837804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5837827.000000 Penalty: 5325.759277
	Iteration 33Q: 3 clusters Score -5837827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5837856.000000 Penalty: 5325.759277
	Iteration 34Q: 3 clusters Score -5837856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5837866.000000 Penalty: 5325.759277
	Iteration 35Q: 3 clusters Score -5837866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5837873.500000 Penalty: 5325.759277
	Iteration 36Q: 3 clusters Score -5837874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5837892.000000 Penalty: 5325.759277
	Iteration 37Q: 3 clusters Score -5837892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5837899.500000 Penalty: 5325.759277
	Iteration 38Q: 3 clusters Score -5837900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5837906.000000 Penalty: 5325.759277
	Iteration 39Q: 3 clusters Score -5837906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5837909.000000 Penalty: 5325.759277
	Iteration 40F: 3 clusters Score -5837909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5837918.000000 Penalty: 5325.759277
	Iteration 41Q: 3 clusters Score -5837918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5837925.000000 Penalty: 5325.759277
	Iteration 42Q: 3 clusters Score -5837925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5837934.500000 Penalty: 5325.759277
	Iteration 43Q: 3 clusters Score -5837934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5837937.500000 Penalty: 5325.759277
	Iteration 44Q: 3 clusters Score -5837938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5837938.500000 Penalty: 5325.759277
	Iteration 45Q: 3 clusters Score -5837938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5837938.500000 Penalty: 5325.759277
	Iteration 46Q: 3 clusters Score -5837938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5837938.500000 Penalty: 5325.759277
	Iteration 47F: 3 clusters Score -5837938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (100814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Entering Unmasked Estep 
Score: -12851594.000000 Penalty: 2857.216064
	Iteration 0F: 2 clusters Score -1.285159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -12784105.000000 Penalty: 5714.432129
	Iteration 0F: 3 clusters Score -1.27841e+07 nChanged 47721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -12811547.000000 Penalty: 5714.432129
	Iteration 1F: 3 clusters Score -1.281155e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -12812445.000000 Penalty: 5714.432129
	Iteration 2Q: 3 clusters Score -1.281244e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -12813598.000000 Penalty: 5714.432129
	Iteration 3Q: 3 clusters Score -1.28136e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -12815276.000000 Penalty: 5714.432129
	Iteration 4Q: 3 clusters Score -1.281528e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -12817710.000000 Penalty: 5714.432129
	Iteration 5Q: 3 clusters Score -1.281771e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -12820686.000000 Penalty: 5714.432129
	Iteration 6F: 3 clusters Score -1.282069e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -12823581.000000 Penalty: 5714.432129
	Iteration 7F: 3 clusters Score -1.282358e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -12826226.000000 Penalty: 5714.432129
	Iteration 8F: 3 clusters Score -1.282623e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -12828407.000000 Penalty: 5714.432129
	Iteration 9Q: 3 clusters Score -1.282841e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -12830317.000000 Penalty: 5714.432129
	Iteration 10Q: 3 clusters Score -1.283032e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -12832067.000000 Penalty: 5714.432129
	Iteration 11Q: 3 clusters Score -1.283207e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -12833693.000000 Penalty: 5714.432129
	Iteration 12Q: 3 clusters Score -1.283369e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -12835184.000000 Penalty: 5714.432129
	Iteration 13Q: 3 clusters Score -1.283518e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -12836665.000000 Penalty: 5714.432129
	Iteration 14Q: 3 clusters Score -1.283666e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -12838113.000000 Penalty: 5714.432129
	Iteration 15Q: 3 clusters Score -1.283811e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -12839460.000000 Penalty: 5714.432129
	Iteration 16Q: 3 clusters Score -1.283946e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -12840682.000000 Penalty: 5714.432129
	Iteration 17Q: 3 clusters Score -1.284068e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -12841942.000000 Penalty: 5714.432129
	Iteration 18Q: 3 clusters Score -1.284194e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -12843198.000000 Penalty: 5714.432129
	Iteration 19Q: 3 clusters Score -1.28432e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 90637 members 
Entering Unmasked Estep 
Score: -12844420.000000 Penalty: 5714.432129
	Iteration 20F: 3 clusters Score -1.284442e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 92534 members 
Entering Unmasked Estep 
Score: -12845603.000000 Penalty: 5714.432129
	Iteration 21Q: 3 clusters Score -1.28456e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -12846686.000000 Penalty: 5714.432129
	Iteration 22Q: 3 clusters Score -1.284669e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -12847655.000000 Penalty: 5714.432129
	Iteration 23Q: 3 clusters Score -1.284766e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 96707 members 
Entering Unmasked Estep 
Score: -12848355.000000 Penalty: 5714.432129
	Iteration 24Q: 3 clusters Score -1.284836e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 97505 members 
Entering Unmasked Estep 
Score: -12848789.000000 Penalty: 5714.432129
	Iteration 25Q: 3 clusters Score -1.284879e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 98071 members 
Entering Unmasked Estep 
Score: -12849221.000000 Penalty: 5714.432129
	Iteration 26Q: 3 clusters Score -1.284922e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -12849491.000000 Penalty: 5714.432129
	Iteration 27Q: 3 clusters Score -1.284949e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 98754 members 
Entering Unmasked Estep 
Score: -12849725.000000 Penalty: 5714.432129
	Iteration 28Q: 3 clusters Score -1.284972e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 98933 members 
Entering Unmasked Estep 
Score: -12849988.000000 Penalty: 5714.432129
	Iteration 29Q: 3 clusters Score -1.284999e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 99045 members 
Entering Unmasked Estep 
Score: -12850112.000000 Penalty: 5714.432129
	Iteration 30Q: 3 clusters Score -1.285011e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -12850177.000000 Penalty: 5714.432129
	Iteration 31Q: 3 clusters Score -1.285018e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -12850249.000000 Penalty: 5714.432129
	Iteration 32Q: 3 clusters Score -1.285025e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 99218 members 
Entering Unmasked Estep 
Score: -12850304.000000 Penalty: 5714.432129
	Iteration 33Q: 3 clusters Score -1.28503e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 99233 members 
Entering Unmasked Estep 
Score: -12850338.000000 Penalty: 5714.432129
	Iteration 34Q: 3 clusters Score -1.285034e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 99231 members 
Entering Unmasked Estep 
Score: -12850350.000000 Penalty: 5714.432129
	Iteration 35Q: 3 clusters Score -1.285035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 99238 members 
Entering Unmasked Estep 
Score: -12850346.000000 Penalty: 5714.432129
	Iteration 36Q: 3 clusters Score -1.285035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 99238 members 
Entering Unmasked Estep 
Score: -12850355.000000 Penalty: 5714.432129
	Iteration 37Q: 3 clusters Score -1.285036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 99239 members 
Entering Unmasked Estep 
Score: -12850354.000000 Penalty: 5714.432129
	Iteration 38Q: 3 clusters Score -1.285035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 99239 members 
Entering Unmasked Estep 
Score: -12850356.000000 Penalty: 5714.432129
	Iteration 39Q: 3 clusters Score -1.285036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 99236 members 
Entering Unmasked Estep 
Score: -12850352.000000 Penalty: 5714.432129
	Iteration 40F: 3 clusters Score -1.285035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 99233 members 
Entering Unmasked Estep 
Score: -12850362.000000 Penalty: 5714.432129
	Iteration 41Q: 3 clusters Score -1.285036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 99230 members 
Entering Unmasked Estep 
Score: -12850353.000000 Penalty: 5714.432129
	Iteration 42Q: 3 clusters Score -1.285035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 99233 members 
Entering Unmasked Estep 
Score: -12850346.000000 Penalty: 5714.432129
	Iteration 43Q: 3 clusters Score -1.285035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 99234 members 
Entering Unmasked Estep 
Score: -12850339.000000 Penalty: 5714.432129
	Iteration 44Q: 3 clusters Score -1.285034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 99232 members 
Entering Unmasked Estep 
Score: -12850344.000000 Penalty: 5714.432129
	Iteration 45Q: 3 clusters Score -1.285034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 99234 members 
Entering Unmasked Estep 
Score: -12850337.000000 Penalty: 5714.432129
	Iteration 46Q: 3 clusters Score -1.285034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 99232 members 
Entering Unmasked Estep 
Score: -12850342.000000 Penalty: 5714.432129
	Iteration 47Q: 3 clusters Score -1.285034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 99229 members 
Entering Unmasked Estep 
Score: -12850334.000000 Penalty: 5714.432129
	Iteration 48Q: 3 clusters Score -1.285033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -12850341.000000 Penalty: 5714.432129
	Iteration 49Q: 3 clusters Score -1.285034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -12850352.000000 Penalty: 5714.432129
	Iteration 50Q: 3 clusters Score -1.285035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 99224 members 
Entering Unmasked Estep 
Score: -12850353.000000 Penalty: 5714.432129
	Iteration 51Q: 3 clusters Score -1.285035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 99225 members 
Entering Unmasked Estep 
Score: -12850351.000000 Penalty: 5714.432129
	Iteration 52Q: 3 clusters Score -1.285035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 99224 members 
Entering Unmasked Estep 
Score: -12850358.000000 Penalty: 5714.432129
	Iteration 53Q: 3 clusters Score -1.285036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -12850357.000000 Penalty: 5714.432129
	Iteration 54Q: 3 clusters Score -1.285036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -12850361.000000 Penalty: 5714.432129
	Iteration 55Q: 3 clusters Score -1.285036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 99225 members 
Entering Unmasked Estep 
Score: -12850356.000000 Penalty: 5714.432129
	Iteration 56Q: 3 clusters Score -1.285036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -12850360.000000 Penalty: 5714.432129
	Iteration 57Q: 3 clusters Score -1.285036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 99224 members 
Entering Unmasked Estep 
Score: -12850362.000000 Penalty: 5714.432129
	Iteration 58Q: 3 clusters Score -1.285036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -12850371.000000 Penalty: 5714.432129
	Iteration 59Q: 3 clusters Score -1.285037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -12850371.000000 Penalty: 5714.432129
	Iteration 60F: 3 clusters Score -1.285037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Entering Unmasked Estep 
Score: -5579887.000000 Penalty: 2664.238525
	Iteration 0F: 2 clusters Score -5579887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -5548581.500000 Penalty: 5328.477051
	Iteration 0F: 3 clusters Score -5548582 nChanged 21451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -5560665.000000 Penalty: 5328.477051
	Iteration 1F: 3 clusters Score -5560665 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -5561589.000000 Penalty: 5328.477051
	Iteration 2Q: 3 clusters Score -5561589 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -5562510.500000 Penalty: 5328.477051
	Iteration 3Q: 3 clusters Score -5562510 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -5563659.500000 Penalty: 5328.477051
	Iteration 4F: 3 clusters Score -5563660 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -5564884.500000 Penalty: 5328.477051
	Iteration 5F: 3 clusters Score -5564884 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -5566428.000000 Penalty: 5328.477051
	Iteration 6F: 3 clusters Score -5566428 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -5568327.500000 Penalty: 5328.477051
	Iteration 7F: 3 clusters Score -5568328 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -5570562.000000 Penalty: 5328.477051
	Iteration 8F: 3 clusters Score -5570562 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5572855.000000 Penalty: 5328.477051
	Iteration 9F: 3 clusters Score -5572855 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -5574911.000000 Penalty: 5328.477051
	Iteration 10F: 3 clusters Score -5574911 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -5576300.000000 Penalty: 5328.477051
	Iteration 11Q: 3 clusters Score -5576300 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -5577131.000000 Penalty: 5328.477051
	Iteration 12Q: 3 clusters Score -5577131 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -5577580.500000 Penalty: 5328.477051
	Iteration 13Q: 3 clusters Score -5577580 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -5577778.000000 Penalty: 5328.477051
	Iteration 14Q: 3 clusters Score -5577778 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -5577910.500000 Penalty: 5328.477051
	Iteration 15Q: 3 clusters Score -5577910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -5577990.500000 Penalty: 5328.477051
	Iteration 16Q: 3 clusters Score -5577990 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5578032.000000 Penalty: 5328.477051
	Iteration 17Q: 3 clusters Score -5578032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -5578069.500000 Penalty: 5328.477051
	Iteration 18Q: 3 clusters Score -5578070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -5578083.500000 Penalty: 5328.477051
	Iteration 19Q: 3 clusters Score -5578084 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -5578112.500000 Penalty: 5328.477051
	Iteration 20F: 3 clusters Score -5578112 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -5578143.000000 Penalty: 5328.477051
	Iteration 21Q: 3 clusters Score -5578143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -5578181.500000 Penalty: 5328.477051
	Iteration 22Q: 3 clusters Score -5578182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -5578191.500000 Penalty: 5328.477051
	Iteration 23Q: 3 clusters Score -5578192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -5578197.000000 Penalty: 5328.477051
	Iteration 24Q: 3 clusters Score -5578197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -5578210.500000 Penalty: 5328.477051
	Iteration 25Q: 3 clusters Score -5578210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -5578217.500000 Penalty: 5328.477051
	Iteration 26Q: 3 clusters Score -5578218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -5578231.000000 Penalty: 5328.477051
	Iteration 27Q: 3 clusters Score -5578231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -5578230.500000 Penalty: 5328.477051
	Iteration 28Q: 3 clusters Score -5578230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -5578231.500000 Penalty: 5328.477051
	Iteration 29Q: 3 clusters Score -5578232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -5578232.500000 Penalty: 5328.477051
	Iteration 30Q: 3 clusters Score -5578232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -5578232.500000 Penalty: 5328.477051
	Iteration 31Q: 3 clusters Score -5578232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -5578234.000000 Penalty: 5328.477051
	Iteration 32Q: 3 clusters Score -5578234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -5578236.000000 Penalty: 5328.477051
	Iteration 33Q: 3 clusters Score -5578236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -5578240.500000 Penalty: 5328.477051
	Iteration 34Q: 3 clusters Score -5578240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -5578244.000000 Penalty: 5328.477051
	Iteration 35Q: 3 clusters Score -5578244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -5578244.000000 Penalty: 5328.477051
	Iteration 36Q: 3 clusters Score -5578244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -5578245.000000 Penalty: 5328.477051
	Iteration 37Q: 3 clusters Score -5578245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -5578250.500000 Penalty: 5328.477051
	Iteration 38Q: 3 clusters Score -5578250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -5578247.000000 Penalty: 5328.477051
	Iteration 39Q: 3 clusters Score -5578247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -5578251.500000 Penalty: 5328.477051
	Iteration 40F: 3 clusters Score -5578252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -5578250.000000 Penalty: 5328.477051
	Iteration 41Q: 3 clusters Score -5578250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -5578253.500000 Penalty: 5328.477051
	Iteration 42Q: 3 clusters Score -5578254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -5578251.500000 Penalty: 5328.477051
	Iteration 43Q: 3 clusters Score -5578252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -5578249.000000 Penalty: 5328.477051
	Iteration 44Q: 3 clusters Score -5578249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -5578253.000000 Penalty: 5328.477051
	Iteration 45Q: 3 clusters Score -5578253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -5578250.500000 Penalty: 5328.477051
	Iteration 46Q: 3 clusters Score -5578250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -5578250.500000 Penalty: 5328.477051
	Iteration 47F: 3 clusters Score -5578250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (256532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256532 members 
Entering Unmasked Estep 
Score: -33160122.000000 Penalty: 3088.842041
	Iteration 0F: 2 clusters Score -3.316012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128203 members 
Mstep: Class 2 contains 128329 members 
Entering Unmasked Estep 
Score: -33004306.000000 Penalty: 6177.684082
	Iteration 0F: 3 clusters Score -3.300431e+07 nChanged 123781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126500 members 
Mstep: Class 2 contains 130032 members 
Entering Unmasked Estep 
Score: -33077124.000000 Penalty: 6177.684082
	Iteration 1F: 3 clusters Score -3.307712e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125321 members 
Mstep: Class 2 contains 131211 members 
Entering Unmasked Estep 
Score: -33078698.000000 Penalty: 6177.684082
	Iteration 2Q: 3 clusters Score -3.30787e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123465 members 
Mstep: Class 2 contains 133067 members 
Entering Unmasked Estep 
Score: -33081050.000000 Penalty: 6177.684082
	Iteration 3Q: 3 clusters Score -3.308105e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121009 members 
Mstep: Class 2 contains 135523 members 
Entering Unmasked Estep 
Score: -33084314.000000 Penalty: 6177.684082
	Iteration 4Q: 3 clusters Score -3.308431e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117672 members 
Mstep: Class 2 contains 138860 members 
Entering Unmasked Estep 
Score: -33088460.000000 Penalty: 6177.684082
	Iteration 5Q: 3 clusters Score -3.308846e+07 nChanged 13400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113368 members 
Mstep: Class 2 contains 143164 members 
Entering Unmasked Estep 
Score: -33095108.000000 Penalty: 6177.684082
	Iteration 6F: 3 clusters Score -3.309511e+07 nChanged 15502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Mstep: Class 2 contains 148432 members 
Entering Unmasked Estep 
Score: -33103540.000000 Penalty: 6177.684082
	Iteration 7F: 3 clusters Score -3.310354e+07 nChanged 16717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 154115 members 
Entering Unmasked Estep 
Score: -33114086.000000 Penalty: 6177.684082
	Iteration 8F: 3 clusters Score -3.311409e+07 nChanged 16729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97244 members 
Mstep: Class 2 contains 159288 members 
Entering Unmasked Estep 
Score: -33125438.000000 Penalty: 6177.684082
	Iteration 9F: 3 clusters Score -3.312544e+07 nChanged 15199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93379 members 
Mstep: Class 2 contains 163153 members 
Entering Unmasked Estep 
Score: -33135614.000000 Penalty: 6177.684082
	Iteration 10F: 3 clusters Score -3.313561e+07 nChanged 11826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 165319 members 
Entering Unmasked Estep 
Score: -33140962.000000 Penalty: 6177.684082
	Iteration 11Q: 3 clusters Score -3.314096e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 166606 members 
Entering Unmasked Estep 
Score: -33142812.000000 Penalty: 6177.684082
	Iteration 12Q: 3 clusters Score -3.314281e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 167605 members 
Entering Unmasked Estep 
Score: -33143640.000000 Penalty: 6177.684082
	Iteration 13Q: 3 clusters Score -3.314364e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 168595 members 
Entering Unmasked Estep 
Score: -33144150.000000 Penalty: 6177.684082
	Iteration 14Q: 3 clusters Score -3.314415e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 169577 members 
Entering Unmasked Estep 
Score: -33144706.000000 Penalty: 6177.684082
	Iteration 15Q: 3 clusters Score -3.314471e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 170442 members 
Entering Unmasked Estep 
Score: -33145268.000000 Penalty: 6177.684082
	Iteration 16Q: 3 clusters Score -3.314527e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 171311 members 
Entering Unmasked Estep 
Score: -33145956.000000 Penalty: 6177.684082
	Iteration 17Q: 3 clusters Score -3.314596e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 172062 members 
Entering Unmasked Estep 
Score: -33146460.000000 Penalty: 6177.684082
	Iteration 18Q: 3 clusters Score -3.314646e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 172763 members 
Entering Unmasked Estep 
Score: -33146786.000000 Penalty: 6177.684082
	Iteration 19Q: 3 clusters Score -3.314679e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 173442 members 
Entering Unmasked Estep 
Score: -33147240.000000 Penalty: 6177.684082
	Iteration 20F: 3 clusters Score -3.314724e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 174058 members 
Entering Unmasked Estep 
Score: -33147612.000000 Penalty: 6177.684082
	Iteration 21Q: 3 clusters Score -3.314761e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 174633 members 
Entering Unmasked Estep 
Score: -33147808.000000 Penalty: 6177.684082
	Iteration 22Q: 3 clusters Score -3.314781e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 175141 members 
Entering Unmasked Estep 
Score: -33148030.000000 Penalty: 6177.684082
	Iteration 23Q: 3 clusters Score -3.314803e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 175597 members 
Entering Unmasked Estep 
Score: -33148316.000000 Penalty: 6177.684082
	Iteration 24Q: 3 clusters Score -3.314832e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80448 members 
Mstep: Class 2 contains 176084 members 
Entering Unmasked Estep 
Score: -33148522.000000 Penalty: 6177.684082
	Iteration 25Q: 3 clusters Score -3.314852e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 176507 members 
Entering Unmasked Estep 
Score: -33148574.000000 Penalty: 6177.684082
	Iteration 26Q: 3 clusters Score -3.314857e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 176831 members 
Entering Unmasked Estep 
Score: -33148694.000000 Penalty: 6177.684082
	Iteration 27Q: 3 clusters Score -3.314869e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 177112 members 
Entering Unmasked Estep 
Score: -33148812.000000 Penalty: 6177.684082
	Iteration 28Q: 3 clusters Score -3.314881e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 177415 members 
Entering Unmasked Estep 
Score: -33148818.000000 Penalty: 6177.684082
	Iteration 29Q: 3 clusters Score -3.314882e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 177722 members 
Entering Unmasked Estep 
Score: -33148898.000000 Penalty: 6177.684082
	Iteration 30Q: 3 clusters Score -3.31489e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 177973 members 
Entering Unmasked Estep 
Score: -33148992.000000 Penalty: 6177.684082
	Iteration 31Q: 3 clusters Score -3.314899e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 178206 members 
Entering Unmasked Estep 
Score: -33148996.000000 Penalty: 6177.684082
	Iteration 32Q: 3 clusters Score -3.3149e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 178395 members 
Entering Unmasked Estep 
Score: -33149140.000000 Penalty: 6177.684082
	Iteration 33Q: 3 clusters Score -3.314914e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 178581 members 
Entering Unmasked Estep 
Score: -33149106.000000 Penalty: 6177.684082
	Iteration 34Q: 3 clusters Score -3.314911e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 178724 members 
Entering Unmasked Estep 
Score: -33149118.000000 Penalty: 6177.684082
	Iteration 35Q: 3 clusters Score -3.314912e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 178882 members 
Entering Unmasked Estep 
Score: -33149070.000000 Penalty: 6177.684082
	Iteration 36Q: 3 clusters Score -3.314907e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77532 members 
Mstep: Class 2 contains 179000 members 
Entering Unmasked Estep 
Score: -33149064.000000 Penalty: 6177.684082
	Iteration 37Q: 3 clusters Score -3.314906e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 179108 members 
Entering Unmasked Estep 
Score: -33149042.000000 Penalty: 6177.684082
	Iteration 38Q: 3 clusters Score -3.314904e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 179210 members 
Entering Unmasked Estep 
Score: -33149030.000000 Penalty: 6177.684082
	Iteration 39Q: 3 clusters Score -3.314903e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 179303 members 
Entering Unmasked Estep 
Score: -33149060.000000 Penalty: 6177.684082
	Iteration 40F: 3 clusters Score -3.314906e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 179366 members 
Entering Unmasked Estep 
Score: -33149040.000000 Penalty: 6177.684082
	Iteration 41Q: 3 clusters Score -3.314904e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 179426 members 
Entering Unmasked Estep 
Score: -33148994.000000 Penalty: 6177.684082
	Iteration 42Q: 3 clusters Score -3.314899e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 179485 members 
Entering Unmasked Estep 
Score: -33149040.000000 Penalty: 6177.684082
	Iteration 43Q: 3 clusters Score -3.314904e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 179543 members 
Entering Unmasked Estep 
Score: -33149110.000000 Penalty: 6177.684082
	Iteration 44Q: 3 clusters Score -3.314911e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 179606 members 
Entering Unmasked Estep 
Score: -33149136.000000 Penalty: 6177.684082
	Iteration 45Q: 3 clusters Score -3.314914e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 179671 members 
Entering Unmasked Estep 
Score: -33149096.000000 Penalty: 6177.684082
	Iteration 46Q: 3 clusters Score -3.31491e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 179747 members 
Entering Unmasked Estep 
Score: -33149118.000000 Penalty: 6177.684082
	Iteration 47Q: 3 clusters Score -3.314912e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76714 members 
Mstep: Class 2 contains 179818 members 
Entering Unmasked Estep 
Score: -33149132.000000 Penalty: 6177.684082
	Iteration 48Q: 3 clusters Score -3.314913e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 179894 members 
Entering Unmasked Estep 
Score: -33149120.000000 Penalty: 6177.684082
	Iteration 49Q: 3 clusters Score -3.314912e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76579 members 
Mstep: Class 2 contains 179953 members 
Entering Unmasked Estep 
Score: -33149136.000000 Penalty: 6177.684082
	Iteration 50Q: 3 clusters Score -3.314914e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 180005 members 
Entering Unmasked Estep 
Score: -33149100.000000 Penalty: 6177.684082
	Iteration 51Q: 3 clusters Score -3.31491e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 180070 members 
Entering Unmasked Estep 
Score: -33149094.000000 Penalty: 6177.684082
	Iteration 52Q: 3 clusters Score -3.314909e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 180140 members 
Entering Unmasked Estep 
Score: -33149128.000000 Penalty: 6177.684082
	Iteration 53Q: 3 clusters Score -3.314913e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76338 members 
Mstep: Class 2 contains 180194 members 
Entering Unmasked Estep 
Score: -33149108.000000 Penalty: 6177.684082
	Iteration 54Q: 3 clusters Score -3.314911e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 180268 members 
Entering Unmasked Estep 
Score: -33149112.000000 Penalty: 6177.684082
	Iteration 55Q: 3 clusters Score -3.314911e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 180348 members 
Entering Unmasked Estep 
Score: -33149106.000000 Penalty: 6177.684082
	Iteration 56Q: 3 clusters Score -3.314911e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 180410 members 
Entering Unmasked Estep 
Score: -33149088.000000 Penalty: 6177.684082
	Iteration 57Q: 3 clusters Score -3.314909e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 180470 members 
Entering Unmasked Estep 
Score: -33149118.000000 Penalty: 6177.684082
	Iteration 58Q: 3 clusters Score -3.314912e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 180524 members 
Entering Unmasked Estep 
Score: -33149098.000000 Penalty: 6177.684082
	Iteration 59Q: 3 clusters Score -3.31491e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 180587 members 
Entering Unmasked Estep 
Score: -33149132.000000 Penalty: 6177.684082
	Iteration 60F: 3 clusters Score -3.314913e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 180641 members 
Entering Unmasked Estep 
Score: -33149126.000000 Penalty: 6177.684082
	Iteration 61Q: 3 clusters Score -3.314913e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 180689 members 
Entering Unmasked Estep 
Score: -33149124.000000 Penalty: 6177.684082
	Iteration 62Q: 3 clusters Score -3.314912e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 180746 members 
Entering Unmasked Estep 
Score: -33149140.000000 Penalty: 6177.684082
	Iteration 63Q: 3 clusters Score -3.314914e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 180801 members 
Entering Unmasked Estep 
Score: -33149184.000000 Penalty: 6177.684082
	Iteration 64Q: 3 clusters Score -3.314918e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75688 members 
Mstep: Class 2 contains 180844 members 
Entering Unmasked Estep 
Score: -33149174.000000 Penalty: 6177.684082
	Iteration 65Q: 3 clusters Score -3.314917e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75632 members 
Mstep: Class 2 contains 180900 members 
Entering Unmasked Estep 
Score: -33149150.000000 Penalty: 6177.684082
	Iteration 66Q: 3 clusters Score -3.314915e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75586 members 
Mstep: Class 2 contains 180946 members 
Entering Unmasked Estep 
Score: -33149152.000000 Penalty: 6177.684082
	Iteration 67Q: 3 clusters Score -3.314915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 180969 members 
Entering Unmasked Estep 
Score: -33149142.000000 Penalty: 6177.684082
	Iteration 68Q: 3 clusters Score -3.314914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 180982 members 
Entering Unmasked Estep 
Score: -33149168.000000 Penalty: 6177.684082
	Iteration 69Q: 3 clusters Score -3.314917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 180986 members 
Entering Unmasked Estep 
Score: -33149154.000000 Penalty: 6177.684082
	Iteration 70Q: 3 clusters Score -3.314915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 180992 members 
Entering Unmasked Estep 
Score: -33149154.000000 Penalty: 6177.684082
	Iteration 71Q: 3 clusters Score -3.314915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 180999 members 
Entering Unmasked Estep 
Score: -33149164.000000 Penalty: 6177.684082
	Iteration 72Q: 3 clusters Score -3.314916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 181012 members 
Entering Unmasked Estep 
Score: -33149184.000000 Penalty: 6177.684082
	Iteration 73Q: 3 clusters Score -3.314918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 181025 members 
Entering Unmasked Estep 
Score: -33149184.000000 Penalty: 6177.684082
	Iteration 74Q: 3 clusters Score -3.314918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 181043 members 
Entering Unmasked Estep 
Score: -33149206.000000 Penalty: 6177.684082
	Iteration 75Q: 3 clusters Score -3.314921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 181067 members 
Entering Unmasked Estep 
Score: -33149204.000000 Penalty: 6177.684082
	Iteration 76Q: 3 clusters Score -3.31492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 181095 members 
Entering Unmasked Estep 
Score: -33149186.000000 Penalty: 6177.684082
	Iteration 77Q: 3 clusters Score -3.314919e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75402 members 
Mstep: Class 2 contains 181130 members 
Entering Unmasked Estep 
Score: -33149174.000000 Penalty: 6177.684082
	Iteration 78Q: 3 clusters Score -3.314917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 181154 members 
Entering Unmasked Estep 
Score: -33149170.000000 Penalty: 6177.684082
	Iteration 79Q: 3 clusters Score -3.314917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 181181 members 
Entering Unmasked Estep 
Score: -33149166.000000 Penalty: 6177.684082
	Iteration 80F: 3 clusters Score -3.314917e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 181207 members 
Entering Unmasked Estep 
Score: -33149160.000000 Penalty: 6177.684082
	Iteration 81Q: 3 clusters Score -3.314916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 181226 members 
Entering Unmasked Estep 
Score: -33149146.000000 Penalty: 6177.684082
	Iteration 82Q: 3 clusters Score -3.314915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 181253 members 
Entering Unmasked Estep 
Score: -33149154.000000 Penalty: 6177.684082
	Iteration 83Q: 3 clusters Score -3.314915e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 181281 members 
Entering Unmasked Estep 
Score: -33149154.000000 Penalty: 6177.684082
	Iteration 84Q: 3 clusters Score -3.314915e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 181300 members 
Entering Unmasked Estep 
Score: -33149146.000000 Penalty: 6177.684082
	Iteration 85Q: 3 clusters Score -3.314915e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75210 members 
Mstep: Class 2 contains 181322 members 
Entering Unmasked Estep 
Score: -33149160.000000 Penalty: 6177.684082
	Iteration 86Q: 3 clusters Score -3.314916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 181350 members 
Entering Unmasked Estep 
Score: -33149156.000000 Penalty: 6177.684082
	Iteration 87Q: 3 clusters Score -3.314916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 181379 members 
Entering Unmasked Estep 
Score: -33149174.000000 Penalty: 6177.684082
	Iteration 88Q: 3 clusters Score -3.314917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 181401 members 
Entering Unmasked Estep 
Score: -33149170.000000 Penalty: 6177.684082
	Iteration 89Q: 3 clusters Score -3.314917e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75108 members 
Mstep: Class 2 contains 181424 members 
Entering Unmasked Estep 
Score: -33149170.000000 Penalty: 6177.684082
	Iteration 90Q: 3 clusters Score -3.314917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 181452 members 
Entering Unmasked Estep 
Score: -33149200.000000 Penalty: 6177.684082
	Iteration 91Q: 3 clusters Score -3.31492e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 181490 members 
Entering Unmasked Estep 
Score: -33149206.000000 Penalty: 6177.684082
	Iteration 92Q: 3 clusters Score -3.314921e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 181535 members 
Entering Unmasked Estep 
Score: -33149188.000000 Penalty: 6177.684082
	Iteration 93Q: 3 clusters Score -3.314919e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 181580 members 
Entering Unmasked Estep 
Score: -33149162.000000 Penalty: 6177.684082
	Iteration 94Q: 3 clusters Score -3.314916e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 181615 members 
Entering Unmasked Estep 
Score: -33149174.000000 Penalty: 6177.684082
	Iteration 95Q: 3 clusters Score -3.314917e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 181656 members 
Entering Unmasked Estep 
Score: -33149158.000000 Penalty: 6177.684082
	Iteration 96Q: 3 clusters Score -3.314916e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 181713 members 
Entering Unmasked Estep 
Score: -33149150.000000 Penalty: 6177.684082
	Iteration 97Q: 3 clusters Score -3.314915e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 181771 members 
Entering Unmasked Estep 
Score: -33149160.000000 Penalty: 6177.684082
	Iteration 98Q: 3 clusters Score -3.314916e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74709 members 
Mstep: Class 2 contains 181823 members 
Entering Unmasked Estep 
Score: -33149148.000000 Penalty: 6177.684082
	Iteration 99Q: 3 clusters Score -3.314915e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74657 members 
Mstep: Class 2 contains 181875 members 
Entering Unmasked Estep 
Score: -33149142.000000 Penalty: 6177.684082
	Iteration 100F: 3 clusters Score -3.314914e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74608 members 
Mstep: Class 2 contains 181924 members 
Entering Unmasked Estep 
Score: -33149122.000000 Penalty: 6177.684082
	Iteration 101Q: 3 clusters Score -3.314912e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 181976 members 
Entering Unmasked Estep 
Score: -33149112.000000 Penalty: 6177.684082
	Iteration 102Q: 3 clusters Score -3.314911e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 182015 members 
Entering Unmasked Estep 
Score: -33149086.000000 Penalty: 6177.684082
	Iteration 103Q: 3 clusters Score -3.314909e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Mstep: Class 2 contains 182049 members 
Entering Unmasked Estep 
Score: -33149062.000000 Penalty: 6177.684082
	Iteration 104Q: 3 clusters Score -3.314906e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 182081 members 
Entering Unmasked Estep 
Score: -33149060.000000 Penalty: 6177.684082
	Iteration 105Q: 3 clusters Score -3.314906e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 182110 members 
Entering Unmasked Estep 
Score: -33149088.000000 Penalty: 6177.684082
	Iteration 106Q: 3 clusters Score -3.314909e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 182133 members 
Entering Unmasked Estep 
Score: -33149072.000000 Penalty: 6177.684082
	Iteration 107Q: 3 clusters Score -3.314907e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 182159 members 
Entering Unmasked Estep 
Score: -33149102.000000 Penalty: 6177.684082
	Iteration 108Q: 3 clusters Score -3.31491e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 182179 members 
Entering Unmasked Estep 
Score: -33149104.000000 Penalty: 6177.684082
	Iteration 109Q: 3 clusters Score -3.31491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 182198 members 
Entering Unmasked Estep 
Score: -33149112.000000 Penalty: 6177.684082
	Iteration 110Q: 3 clusters Score -3.314911e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 182229 members 
Entering Unmasked Estep 
Score: -33149068.000000 Penalty: 6177.684082
	Iteration 111Q: 3 clusters Score -3.314907e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74265 members 
Mstep: Class 2 contains 182267 members 
Entering Unmasked Estep 
Score: -33149072.000000 Penalty: 6177.684082
	Iteration 112Q: 3 clusters Score -3.314907e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74234 members 
Mstep: Class 2 contains 182298 members 
Entering Unmasked Estep 
Score: -33149080.000000 Penalty: 6177.684082
	Iteration 113Q: 3 clusters Score -3.314908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 182319 members 
Entering Unmasked Estep 
Score: -33149062.000000 Penalty: 6177.684082
	Iteration 114Q: 3 clusters Score -3.314906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 182338 members 
Entering Unmasked Estep 
Score: -33149072.000000 Penalty: 6177.684082
	Iteration 115Q: 3 clusters Score -3.314907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 182359 members 
Entering Unmasked Estep 
Score: -33149060.000000 Penalty: 6177.684082
	Iteration 116Q: 3 clusters Score -3.314906e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Mstep: Class 2 contains 182384 members 
Entering Unmasked Estep 
Score: -33149100.000000 Penalty: 6177.684082
	Iteration 117Q: 3 clusters Score -3.31491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 182402 members 
Entering Unmasked Estep 
Score: -33149106.000000 Penalty: 6177.684082
	Iteration 118Q: 3 clusters Score -3.314911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 182416 members 
Entering Unmasked Estep 
Score: -33149102.000000 Penalty: 6177.684082
	Iteration 119Q: 3 clusters Score -3.31491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 182426 members 
Entering Unmasked Estep 
Score: -33149082.000000 Penalty: 6177.684082
	Iteration 120F: 3 clusters Score -3.314908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 182428 members 
Entering Unmasked Estep 
Score: -33149082.000000 Penalty: 6177.684082
	Iteration 121Q: 3 clusters Score -3.314908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 182437 members 
Entering Unmasked Estep 
Score: -33149066.000000 Penalty: 6177.684082
	Iteration 122Q: 3 clusters Score -3.314907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74087 members 
Mstep: Class 2 contains 182445 members 
Entering Unmasked Estep 
Score: -33149084.000000 Penalty: 6177.684082
	Iteration 123Q: 3 clusters Score -3.314908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 182451 members 
Entering Unmasked Estep 
Score: -33149074.000000 Penalty: 6177.684082
	Iteration 124Q: 3 clusters Score -3.314907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74075 members 
Mstep: Class 2 contains 182457 members 
Entering Unmasked Estep 
Score: -33149078.000000 Penalty: 6177.684082
	Iteration 125Q: 3 clusters Score -3.314908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 182466 members 
Entering Unmasked Estep 
Score: -33149102.000000 Penalty: 6177.684082
	Iteration 126Q: 3 clusters Score -3.31491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74059 members 
Mstep: Class 2 contains 182473 members 
Entering Unmasked Estep 
Score: -33149094.000000 Penalty: 6177.684082
	Iteration 127Q: 3 clusters Score -3.314909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74053 members 
Mstep: Class 2 contains 182479 members 
Entering Unmasked Estep 
Score: -33149096.000000 Penalty: 6177.684082
	Iteration 128Q: 3 clusters Score -3.31491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74052 members 
Mstep: Class 2 contains 182480 members 
Entering Unmasked Estep 
Score: -33149090.000000 Penalty: 6177.684082
	Iteration 129Q: 3 clusters Score -3.314909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 182482 members 
Entering Unmasked Estep 
Score: -33149086.000000 Penalty: 6177.684082
	Iteration 130Q: 3 clusters Score -3.314909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 182484 members 
Entering Unmasked Estep 
Score: -33149082.000000 Penalty: 6177.684082
	Iteration 131Q: 3 clusters Score -3.314908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 182486 members 
Entering Unmasked Estep 
Score: -33149086.000000 Penalty: 6177.684082
	Iteration 132Q: 3 clusters Score -3.314909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 182491 members 
Entering Unmasked Estep 
Score: -33149092.000000 Penalty: 6177.684082
	Iteration 133Q: 3 clusters Score -3.314909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 182498 members 
Entering Unmasked Estep 
Score: -33149104.000000 Penalty: 6177.684082
	Iteration 134Q: 3 clusters Score -3.31491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 182510 members 
Entering Unmasked Estep 
Score: -33149134.000000 Penalty: 6177.684082
	Iteration 135Q: 3 clusters Score -3.314913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 182517 members 
Entering Unmasked Estep 
Score: -33149116.000000 Penalty: 6177.684082
	Iteration 136Q: 3 clusters Score -3.314912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74006 members 
Mstep: Class 2 contains 182526 members 
Entering Unmasked Estep 
Score: -33149124.000000 Penalty: 6177.684082
	Iteration 137Q: 3 clusters Score -3.314912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 182534 members 
Entering Unmasked Estep 
Score: -33149132.000000 Penalty: 6177.684082
	Iteration 138Q: 3 clusters Score -3.314913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 182538 members 
Entering Unmasked Estep 
Score: -33149102.000000 Penalty: 6177.684082
	Iteration 139Q: 3 clusters Score -3.31491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 182544 members 
Entering Unmasked Estep 
Score: -33149110.000000 Penalty: 6177.684082
	Iteration 140F: 3 clusters Score -3.314911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 182552 members 
Entering Unmasked Estep 
Score: -33149104.000000 Penalty: 6177.684082
	Iteration 141Q: 3 clusters Score -3.31491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 182552 members 
Entering Unmasked Estep 
Score: -33149108.000000 Penalty: 6177.684082
	Iteration 142Q: 3 clusters Score -3.314911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 182552 members 
Entering Unmasked Estep 
Score: -33149108.000000 Penalty: 6177.684082
	Iteration 143F: 3 clusters Score -3.314911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Entering Unmasked Estep 
Score: -9626326.000000 Penalty: 2782.790039
	Iteration 0F: 2 clusters Score -9626326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -9576587.000000 Penalty: 5565.580078
	Iteration 0F: 3 clusters Score -9576587 nChanged 34783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -9596194.000000 Penalty: 5565.580078
	Iteration 1F: 3 clusters Score -9596194 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -9596975.000000 Penalty: 5565.580078
	Iteration 2Q: 3 clusters Score -9596975 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -9597923.000000 Penalty: 5565.580078
	Iteration 3Q: 3 clusters Score -9597923 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -9599247.000000 Penalty: 5565.580078
	Iteration 4Q: 3 clusters Score -9599247 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -9601337.000000 Penalty: 5565.580078
	Iteration 5F: 3 clusters Score -9601337 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -9604427.000000 Penalty: 5565.580078
	Iteration 6F: 3 clusters Score -9604427 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -9608314.000000 Penalty: 5565.580078
	Iteration 7F: 3 clusters Score -9608314 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -9612826.000000 Penalty: 5565.580078
	Iteration 8F: 3 clusters Score -9612826 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -9617000.000000 Penalty: 5565.580078
	Iteration 9F: 3 clusters Score -9617000 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -9620040.000000 Penalty: 5565.580078
	Iteration 10Q: 3 clusters Score -9620040 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -9622019.000000 Penalty: 5565.580078
	Iteration 11Q: 3 clusters Score -9622019 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -9623097.000000 Penalty: 5565.580078
	Iteration 12Q: 3 clusters Score -9623097 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 72941 members 
Entering Unmasked Estep 
Score: -9623559.000000 Penalty: 5565.580078
	Iteration 13Q: 3 clusters Score -9623559 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -9623826.000000 Penalty: 5565.580078
	Iteration 14Q: 3 clusters Score -9623826 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 73362 members 
Entering Unmasked Estep 
Score: -9623958.000000 Penalty: 5565.580078
	Iteration 15Q: 3 clusters Score -9623958 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -9624059.000000 Penalty: 5565.580078
	Iteration 16Q: 3 clusters Score -9624059 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -9624108.000000 Penalty: 5565.580078
	Iteration 17Q: 3 clusters Score -9624108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -9624139.000000 Penalty: 5565.580078
	Iteration 18Q: 3 clusters Score -9624139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -9624179.000000 Penalty: 5565.580078
	Iteration 19Q: 3 clusters Score -9624179 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -9624223.000000 Penalty: 5565.580078
	Iteration 20F: 3 clusters Score -9624223 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -9624246.000000 Penalty: 5565.580078
	Iteration 21Q: 3 clusters Score -9624246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -9624279.000000 Penalty: 5565.580078
	Iteration 22Q: 3 clusters Score -9624279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -9624302.000000 Penalty: 5565.580078
	Iteration 23Q: 3 clusters Score -9624302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 73672 members 
Entering Unmasked Estep 
Score: -9624312.000000 Penalty: 5565.580078
	Iteration 24Q: 3 clusters Score -9624312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -9624314.000000 Penalty: 5565.580078
	Iteration 25Q: 3 clusters Score -9624314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -9624319.000000 Penalty: 5565.580078
	Iteration 26Q: 3 clusters Score -9624319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -9624329.000000 Penalty: 5565.580078
	Iteration 27Q: 3 clusters Score -9624329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -9624330.000000 Penalty: 5565.580078
	Iteration 28Q: 3 clusters Score -9624330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -9624333.000000 Penalty: 5565.580078
	Iteration 29Q: 3 clusters Score -9624333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -9624359.000000 Penalty: 5565.580078
	Iteration 30Q: 3 clusters Score -9624359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -9624366.000000 Penalty: 5565.580078
	Iteration 31Q: 3 clusters Score -9624366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -9624372.000000 Penalty: 5565.580078
	Iteration 32Q: 3 clusters Score -9624372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 73731 members 
Entering Unmasked Estep 
Score: -9624384.000000 Penalty: 5565.580078
	Iteration 33Q: 3 clusters Score -9624384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -9624399.000000 Penalty: 5565.580078
	Iteration 34Q: 3 clusters Score -9624399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 73742 members 
Entering Unmasked Estep 
Score: -9624408.000000 Penalty: 5565.580078
	Iteration 35Q: 3 clusters Score -9624408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 73741 members 
Entering Unmasked Estep 
Score: -9624400.000000 Penalty: 5565.580078
	Iteration 36Q: 3 clusters Score -9624400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 73740 members 
Entering Unmasked Estep 
Score: -9624403.000000 Penalty: 5565.580078
	Iteration 37Q: 3 clusters Score -9624403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -9624405.000000 Penalty: 5565.580078
	Iteration 38Q: 3 clusters Score -9624405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 73742 members 
Entering Unmasked Estep 
Score: -9624416.000000 Penalty: 5565.580078
	Iteration 39Q: 3 clusters Score -9624416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -9624436.000000 Penalty: 5565.580078
	Iteration 40F: 3 clusters Score -9624436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -9624436.000000 Penalty: 5565.580078
	Iteration 41Q: 3 clusters Score -9624436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 73767 members 
Entering Unmasked Estep 
Score: -9624451.000000 Penalty: 5565.580078
	Iteration 42Q: 3 clusters Score -9624451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 73771 members 
Entering Unmasked Estep 
Score: -9624453.000000 Penalty: 5565.580078
	Iteration 43Q: 3 clusters Score -9624453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -9624463.000000 Penalty: 5565.580078
	Iteration 44Q: 3 clusters Score -9624463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -9624469.000000 Penalty: 5565.580078
	Iteration 45Q: 3 clusters Score -9624469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 73780 members 
Entering Unmasked Estep 
Score: -9624471.000000 Penalty: 5565.580078
	Iteration 46Q: 3 clusters Score -9624471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -9624490.000000 Penalty: 5565.580078
	Iteration 47Q: 3 clusters Score -9624490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -9624490.000000 Penalty: 5565.580078
	Iteration 48Q: 3 clusters Score -9624490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 73790 members 
Entering Unmasked Estep 
Score: -9624503.000000 Penalty: 5565.580078
	Iteration 49Q: 3 clusters Score -9624503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -9624501.000000 Penalty: 5565.580078
	Iteration 50Q: 3 clusters Score -9624501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -9624498.000000 Penalty: 5565.580078
	Iteration 51Q: 3 clusters Score -9624498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -9624490.000000 Penalty: 5565.580078
	Iteration 52Q: 3 clusters Score -9624490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -9624491.000000 Penalty: 5565.580078
	Iteration 53Q: 3 clusters Score -9624491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -9624499.000000 Penalty: 5565.580078
	Iteration 54Q: 3 clusters Score -9624499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -9624492.000000 Penalty: 5565.580078
	Iteration 55Q: 3 clusters Score -9624492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -9624492.000000 Penalty: 5565.580078
	Iteration 56F: 3 clusters Score -9624492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Entering Unmasked Estep 
Score: -1848826.250000 Penalty: 2379.506836
	Iteration 0F: 2 clusters Score -1848826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1838148.125000 Penalty: 4759.013672
	Iteration 0F: 3 clusters Score -1838148 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1841578.000000 Penalty: 4759.013672
	Iteration 1F: 3 clusters Score -1841578 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1842092.250000 Penalty: 4759.013672
	Iteration 2F: 3 clusters Score -1842092 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1842580.375000 Penalty: 4759.013672
	Iteration 3F: 3 clusters Score -1842580 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1843034.375000 Penalty: 4759.013672
	Iteration 4F: 3 clusters Score -1843034 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1843438.875000 Penalty: 4759.013672
	Iteration 5F: 3 clusters Score -1843439 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1843846.250000 Penalty: 4759.013672
	Iteration 6Q: 3 clusters Score -1843846 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1844261.125000 Penalty: 4759.013672
	Iteration 7Q: 3 clusters Score -1844261 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1844655.875000 Penalty: 4759.013672
	Iteration 8Q: 3 clusters Score -1844656 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1844988.125000 Penalty: 4759.013672
	Iteration 9Q: 3 clusters Score -1844988 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1845289.500000 Penalty: 4759.013672
	Iteration 10Q: 3 clusters Score -1845290 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1845528.375000 Penalty: 4759.013672
	Iteration 11Q: 3 clusters Score -1845528 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1845661.125000 Penalty: 4759.013672
	Iteration 12Q: 3 clusters Score -1845661 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1845770.875000 Penalty: 4759.013672
	Iteration 13Q: 3 clusters Score -1845771 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1845851.125000 Penalty: 4759.013672
	Iteration 14Q: 3 clusters Score -1845851 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1845901.000000 Penalty: 4759.013672
	Iteration 15Q: 3 clusters Score -1845901 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1845953.875000 Penalty: 4759.013672
	Iteration 16Q: 3 clusters Score -1845954 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1845988.375000 Penalty: 4759.013672
	Iteration 17Q: 3 clusters Score -1845988 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1846027.125000 Penalty: 4759.013672
	Iteration 18Q: 3 clusters Score -1846027 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1846071.250000 Penalty: 4759.013672
	Iteration 19Q: 3 clusters Score -1846071 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1846094.125000 Penalty: 4759.013672
	Iteration 20F: 3 clusters Score -1846094 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1846119.250000 Penalty: 4759.013672
	Iteration 21Q: 3 clusters Score -1846119 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1846151.625000 Penalty: 4759.013672
	Iteration 22Q: 3 clusters Score -1846152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1846173.625000 Penalty: 4759.013672
	Iteration 23Q: 3 clusters Score -1846174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1846192.625000 Penalty: 4759.013672
	Iteration 24Q: 3 clusters Score -1846193 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1846209.375000 Penalty: 4759.013672
	Iteration 25Q: 3 clusters Score -1846209 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1846231.875000 Penalty: 4759.013672
	Iteration 26Q: 3 clusters Score -1846232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1846259.000000 Penalty: 4759.013672
	Iteration 27Q: 3 clusters Score -1846259 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1846283.625000 Penalty: 4759.013672
	Iteration 28Q: 3 clusters Score -1846284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1846297.375000 Penalty: 4759.013672
	Iteration 29Q: 3 clusters Score -1846297 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1846311.875000 Penalty: 4759.013672
	Iteration 30Q: 3 clusters Score -1846312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1846333.625000 Penalty: 4759.013672
	Iteration 31Q: 3 clusters Score -1846334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1846350.625000 Penalty: 4759.013672
	Iteration 32Q: 3 clusters Score -1846351 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1846360.875000 Penalty: 4759.013672
	Iteration 33Q: 3 clusters Score -1846361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1846382.250000 Penalty: 4759.013672
	Iteration 34Q: 3 clusters Score -1846382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1846398.125000 Penalty: 4759.013672
	Iteration 35Q: 3 clusters Score -1846398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1846413.750000 Penalty: 4759.013672
	Iteration 36Q: 3 clusters Score -1846414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1846426.500000 Penalty: 4759.013672
	Iteration 37Q: 3 clusters Score -1846426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1846444.750000 Penalty: 4759.013672
	Iteration 38Q: 3 clusters Score -1846445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1846455.250000 Penalty: 4759.013672
	Iteration 39Q: 3 clusters Score -1846455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1846475.125000 Penalty: 4759.013672
	Iteration 40F: 3 clusters Score -1846475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1846487.500000 Penalty: 4759.013672
	Iteration 41Q: 3 clusters Score -1846488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1846493.875000 Penalty: 4759.013672
	Iteration 42Q: 3 clusters Score -1846494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1846505.500000 Penalty: 4759.013672
	Iteration 43Q: 3 clusters Score -1846506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1846517.875000 Penalty: 4759.013672
	Iteration 44Q: 3 clusters Score -1846518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1846527.125000 Penalty: 4759.013672
	Iteration 45Q: 3 clusters Score -1846527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1846530.875000 Penalty: 4759.013672
	Iteration 46Q: 3 clusters Score -1846531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1846532.875000 Penalty: 4759.013672
	Iteration 47Q: 3 clusters Score -1846533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1846536.625000 Penalty: 4759.013672
	Iteration 48Q: 3 clusters Score -1846537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1846536.875000 Penalty: 4759.013672
	Iteration 49Q: 3 clusters Score -1846537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1846544.250000 Penalty: 4759.013672
	Iteration 50Q: 3 clusters Score -1846544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1846551.750000 Penalty: 4759.013672
	Iteration 51Q: 3 clusters Score -1846552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1846559.500000 Penalty: 4759.013672
	Iteration 52Q: 3 clusters Score -1846560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1846568.750000 Penalty: 4759.013672
	Iteration 53Q: 3 clusters Score -1846569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1846577.125000 Penalty: 4759.013672
	Iteration 54Q: 3 clusters Score -1846577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1846582.000000 Penalty: 4759.013672
	Iteration 55Q: 3 clusters Score -1846582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1846594.875000 Penalty: 4759.013672
	Iteration 56Q: 3 clusters Score -1846595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1846604.375000 Penalty: 4759.013672
	Iteration 57Q: 3 clusters Score -1846604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1846609.500000 Penalty: 4759.013672
	Iteration 58Q: 3 clusters Score -1846610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1846615.875000 Penalty: 4759.013672
	Iteration 59Q: 3 clusters Score -1846616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1846622.250000 Penalty: 4759.013672
	Iteration 60F: 3 clusters Score -1846622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1846628.500000 Penalty: 4759.013672
	Iteration 61Q: 3 clusters Score -1846628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1846628.625000 Penalty: 4759.013672
	Iteration 62Q: 3 clusters Score -1846629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1846633.750000 Penalty: 4759.013672
	Iteration 63Q: 3 clusters Score -1846634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1846637.500000 Penalty: 4759.013672
	Iteration 64Q: 3 clusters Score -1846638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1846643.875000 Penalty: 4759.013672
	Iteration 65Q: 3 clusters Score -1846644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1846651.500000 Penalty: 4759.013672
	Iteration 66Q: 3 clusters Score -1846652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1846655.750000 Penalty: 4759.013672
	Iteration 67Q: 3 clusters Score -1846656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1846658.000000 Penalty: 4759.013672
	Iteration 68Q: 3 clusters Score -1846658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1846664.500000 Penalty: 4759.013672
	Iteration 69Q: 3 clusters Score -1846664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1846667.875000 Penalty: 4759.013672
	Iteration 70Q: 3 clusters Score -1846668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1846673.500000 Penalty: 4759.013672
	Iteration 71Q: 3 clusters Score -1846674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1846678.250000 Penalty: 4759.013672
	Iteration 72Q: 3 clusters Score -1846678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1846686.500000 Penalty: 4759.013672
	Iteration 73Q: 3 clusters Score -1846686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1846696.000000 Penalty: 4759.013672
	Iteration 74Q: 3 clusters Score -1846696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1846699.750000 Penalty: 4759.013672
	Iteration 75Q: 3 clusters Score -1846700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1846700.875000 Penalty: 4759.013672
	Iteration 76Q: 3 clusters Score -1846701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1846706.625000 Penalty: 4759.013672
	Iteration 77Q: 3 clusters Score -1846707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1846708.125000 Penalty: 4759.013672
	Iteration 78Q: 3 clusters Score -1846708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1846709.000000 Penalty: 4759.013672
	Iteration 79Q: 3 clusters Score -1846709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1846708.250000 Penalty: 4759.013672
	Iteration 80F: 3 clusters Score -1846708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1846709.250000 Penalty: 4759.013672
	Iteration 81Q: 3 clusters Score -1846709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1846708.750000 Penalty: 4759.013672
	Iteration 82Q: 3 clusters Score -1846709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1846706.250000 Penalty: 4759.013672
	Iteration 83Q: 3 clusters Score -1846706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1846708.125000 Penalty: 4759.013672
	Iteration 84Q: 3 clusters Score -1846708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1846710.625000 Penalty: 4759.013672
	Iteration 85Q: 3 clusters Score -1846711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1846710.625000 Penalty: 4759.013672
	Iteration 86Q: 3 clusters Score -1846711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1846712.250000 Penalty: 4759.013672
	Iteration 87Q: 3 clusters Score -1846712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1846712.250000 Penalty: 4759.013672
	Iteration 88Q: 3 clusters Score -1846712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1846710.250000 Penalty: 4759.013672
	Iteration 89Q: 3 clusters Score -1846710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1846711.250000 Penalty: 4759.013672
	Iteration 90Q: 3 clusters Score -1846711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1846713.375000 Penalty: 4759.013672
	Iteration 91Q: 3 clusters Score -1846713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1846716.375000 Penalty: 4759.013672
	Iteration 92Q: 3 clusters Score -1846716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1846719.875000 Penalty: 4759.013672
	Iteration 93Q: 3 clusters Score -1846720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1846716.000000 Penalty: 4759.013672
	Iteration 94Q: 3 clusters Score -1846716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1846723.250000 Penalty: 4759.013672
	Iteration 95Q: 3 clusters Score -1846723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1846724.875000 Penalty: 4759.013672
	Iteration 96Q: 3 clusters Score -1846725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1846732.125000 Penalty: 4759.013672
	Iteration 97Q: 3 clusters Score -1846732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1846730.500000 Penalty: 4759.013672
	Iteration 98Q: 3 clusters Score -1846730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1846732.125000 Penalty: 4759.013672
	Iteration 99Q: 3 clusters Score -1846732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1846735.125000 Penalty: 4759.013672
	Iteration 100F: 3 clusters Score -1846735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1846738.250000 Penalty: 4759.013672
	Iteration 101Q: 3 clusters Score -1846738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1846740.500000 Penalty: 4759.013672
	Iteration 102Q: 3 clusters Score -1846740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1846743.875000 Penalty: 4759.013672
	Iteration 103Q: 3 clusters Score -1846744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1846745.625000 Penalty: 4759.013672
	Iteration 104Q: 3 clusters Score -1846746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1846745.625000 Penalty: 4759.013672
	Iteration 105Q: 3 clusters Score -1846746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1846749.375000 Penalty: 4759.013672
	Iteration 106Q: 3 clusters Score -1846749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1846749.125000 Penalty: 4759.013672
	Iteration 107Q: 3 clusters Score -1846749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1846753.500000 Penalty: 4759.013672
	Iteration 108Q: 3 clusters Score -1846754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1846755.500000 Penalty: 4759.013672
	Iteration 109Q: 3 clusters Score -1846756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1846755.625000 Penalty: 4759.013672
	Iteration 110Q: 3 clusters Score -1846756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1846755.875000 Penalty: 4759.013672
	Iteration 111Q: 3 clusters Score -1846756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1846754.500000 Penalty: 4759.013672
	Iteration 112Q: 3 clusters Score -1846754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1846753.125000 Penalty: 4759.013672
	Iteration 113Q: 3 clusters Score -1846753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1846755.875000 Penalty: 4759.013672
	Iteration 114Q: 3 clusters Score -1846756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1846758.000000 Penalty: 4759.013672
	Iteration 115Q: 3 clusters Score -1846758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1846759.000000 Penalty: 4759.013672
	Iteration 116Q: 3 clusters Score -1846759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1846761.125000 Penalty: 4759.013672
	Iteration 117Q: 3 clusters Score -1846761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1846765.000000 Penalty: 4759.013672
	Iteration 118Q: 3 clusters Score -1846765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1846761.375000 Penalty: 4759.013672
	Iteration 119Q: 3 clusters Score -1846761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1846762.625000 Penalty: 4759.013672
	Iteration 120F: 3 clusters Score -1846763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1846767.375000 Penalty: 4759.013672
	Iteration 121Q: 3 clusters Score -1846767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1846769.125000 Penalty: 4759.013672
	Iteration 122Q: 3 clusters Score -1846769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1846771.000000 Penalty: 4759.013672
	Iteration 123Q: 3 clusters Score -1846771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1846773.375000 Penalty: 4759.013672
	Iteration 124Q: 3 clusters Score -1846773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1846774.125000 Penalty: 4759.013672
	Iteration 125Q: 3 clusters Score -1846774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1846773.875000 Penalty: 4759.013672
	Iteration 126Q: 3 clusters Score -1846774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1846770.125000 Penalty: 4759.013672
	Iteration 127Q: 3 clusters Score -1846770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1846770.125000 Penalty: 4759.013672
	Iteration 128F: 3 clusters Score -1846770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Entering Unmasked Estep 
Score: -6384022.500000 Penalty: 2678.147949
	Iteration 0F: 2 clusters Score -6384022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -6350946.000000 Penalty: 5356.295898
	Iteration 0F: 3 clusters Score -6350946 nChanged 22609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -6363463.000000 Penalty: 5356.295898
	Iteration 1F: 3 clusters Score -6363463 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -6363879.500000 Penalty: 5356.295898
	Iteration 2Q: 3 clusters Score -6363880 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -6364357.500000 Penalty: 5356.295898
	Iteration 3Q: 3 clusters Score -6364358 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -6364818.000000 Penalty: 5356.295898
	Iteration 4Q: 3 clusters Score -6364818 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -6365248.000000 Penalty: 5356.295898
	Iteration 5Q: 3 clusters Score -6365248 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -6365746.500000 Penalty: 5356.295898
	Iteration 6Q: 3 clusters Score -6365746 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -6366425.500000 Penalty: 5356.295898
	Iteration 7Q: 3 clusters Score -6366426 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -6367431.500000 Penalty: 5356.295898
	Iteration 8Q: 3 clusters Score -6367432 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -6368883.000000 Penalty: 5356.295898
	Iteration 9Q: 3 clusters Score -6368883 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -6370747.000000 Penalty: 5356.295898
	Iteration 10F: 3 clusters Score -6370747 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -6372962.000000 Penalty: 5356.295898
	Iteration 11F: 3 clusters Score -6372962 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -6375140.000000 Penalty: 5356.295898
	Iteration 12F: 3 clusters Score -6375140 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -6376840.500000 Penalty: 5356.295898
	Iteration 13Q: 3 clusters Score -6376840 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -6378120.000000 Penalty: 5356.295898
	Iteration 14Q: 3 clusters Score -6378120 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -6378972.500000 Penalty: 5356.295898
	Iteration 15Q: 3 clusters Score -6378972 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -6379616.500000 Penalty: 5356.295898
	Iteration 16Q: 3 clusters Score -6379616 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -6380178.500000 Penalty: 5356.295898
	Iteration 17Q: 3 clusters Score -6380178 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -6380561.000000 Penalty: 5356.295898
	Iteration 18Q: 3 clusters Score -6380561 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -6380943.000000 Penalty: 5356.295898
	Iteration 19Q: 3 clusters Score -6380943 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -6381250.000000 Penalty: 5356.295898
	Iteration 20F: 3 clusters Score -6381250 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -6381523.500000 Penalty: 5356.295898
	Iteration 21Q: 3 clusters Score -6381524 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -6381767.500000 Penalty: 5356.295898
	Iteration 22Q: 3 clusters Score -6381768 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -6381958.500000 Penalty: 5356.295898
	Iteration 23Q: 3 clusters Score -6381958 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -6382081.500000 Penalty: 5356.295898
	Iteration 24Q: 3 clusters Score -6382082 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -6382156.000000 Penalty: 5356.295898
	Iteration 25Q: 3 clusters Score -6382156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -6382210.500000 Penalty: 5356.295898
	Iteration 26Q: 3 clusters Score -6382210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -6382244.000000 Penalty: 5356.295898
	Iteration 27Q: 3 clusters Score -6382244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -6382261.000000 Penalty: 5356.295898
	Iteration 28Q: 3 clusters Score -6382261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -6382263.000000 Penalty: 5356.295898
	Iteration 29Q: 3 clusters Score -6382263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -6382270.000000 Penalty: 5356.295898
	Iteration 30Q: 3 clusters Score -6382270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -6382285.500000 Penalty: 5356.295898
	Iteration 31Q: 3 clusters Score -6382286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -6382282.000000 Penalty: 5356.295898
	Iteration 32Q: 3 clusters Score -6382282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -6382288.500000 Penalty: 5356.295898
	Iteration 33Q: 3 clusters Score -6382288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -6382292.500000 Penalty: 5356.295898
	Iteration 34Q: 3 clusters Score -6382292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -6382293.500000 Penalty: 5356.295898
	Iteration 35Q: 3 clusters Score -6382294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -6382299.000000 Penalty: 5356.295898
	Iteration 36Q: 3 clusters Score -6382299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -6382301.000000 Penalty: 5356.295898
	Iteration 37Q: 3 clusters Score -6382301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -6382300.000000 Penalty: 5356.295898
	Iteration 38Q: 3 clusters Score -6382300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -6382300.500000 Penalty: 5356.295898
	Iteration 39Q: 3 clusters Score -6382300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -6382302.500000 Penalty: 5356.295898
	Iteration 40F: 3 clusters Score -6382302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -6382306.000000 Penalty: 5356.295898
	Iteration 41Q: 3 clusters Score -6382306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -6382309.000000 Penalty: 5356.295898
	Iteration 42Q: 3 clusters Score -6382309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -6382304.000000 Penalty: 5356.295898
	Iteration 43Q: 3 clusters Score -6382304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -6382304.000000 Penalty: 5356.295898
	Iteration 44F: 3 clusters Score -6382304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -96593.945312 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -96593.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -94788.679688 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -94788.68 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -95088.968750 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -95088.97 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95212.656250 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -95212.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95334.171875 Penalty: 3337.992676
	Iteration 3Q: 3 clusters Score -95334.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -95440.812500 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -95440.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -95490.671875 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -95490.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95518.757812 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -95518.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -95530.671875 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -95530.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -95540.257812 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -95540.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -95552.828125 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -95552.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95558.601562 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -95558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -95564.460938 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -95564.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -95568.390625 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -95568.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -95571.203125 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -95571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95573.101562 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -95573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -95575.609375 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -95575.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -95575.609375 Penalty: 3337.992676
	Iteration 16F: 3 clusters Score -95575.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Entering Unmasked Estep 
Score: -770120.812500 Penalty: 2170.640137
	Iteration 0F: 2 clusters Score -770120.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -764789.312500 Penalty: 4341.280273
	Iteration 0F: 3 clusters Score -764789.3 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -766225.812500 Penalty: 4341.280273
	Iteration 1F: 3 clusters Score -766225.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -766555.187500 Penalty: 4341.280273
	Iteration 2F: 3 clusters Score -766555.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -766763.250000 Penalty: 4341.280273
	Iteration 3F: 3 clusters Score -766763.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -766932.937500 Penalty: 4341.280273
	Iteration 4Q: 3 clusters Score -766932.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -767082.062500 Penalty: 4341.280273
	Iteration 5Q: 3 clusters Score -767082.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -767195.875000 Penalty: 4341.280273
	Iteration 6Q: 3 clusters Score -767195.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -767320.437500 Penalty: 4341.280273
	Iteration 7Q: 3 clusters Score -767320.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -767433.187500 Penalty: 4341.280273
	Iteration 8Q: 3 clusters Score -767433.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -767514.250000 Penalty: 4341.280273
	Iteration 9Q: 3 clusters Score -767514.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -767587.250000 Penalty: 4341.280273
	Iteration 10Q: 3 clusters Score -767587.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -767670.187500 Penalty: 4341.280273
	Iteration 11Q: 3 clusters Score -767670.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -767736.125000 Penalty: 4341.280273
	Iteration 12Q: 3 clusters Score -767736.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -767795.125000 Penalty: 4341.280273
	Iteration 13Q: 3 clusters Score -767795.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -767850.500000 Penalty: 4341.280273
	Iteration 14Q: 3 clusters Score -767850.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -767896.750000 Penalty: 4341.280273
	Iteration 15Q: 3 clusters Score -767896.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -767948.812500 Penalty: 4341.280273
	Iteration 16Q: 3 clusters Score -767948.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -768000.687500 Penalty: 4341.280273
	Iteration 17Q: 3 clusters Score -768000.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -768049.500000 Penalty: 4341.280273
	Iteration 18Q: 3 clusters Score -768049.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -768090.000000 Penalty: 4341.280273
	Iteration 19Q: 3 clusters Score -768090 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -768141.187500 Penalty: 4341.280273
	Iteration 20F: 3 clusters Score -768141.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -768190.500000 Penalty: 4341.280273
	Iteration 21Q: 3 clusters Score -768190.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -768218.437500 Penalty: 4341.280273
	Iteration 22Q: 3 clusters Score -768218.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -768242.000000 Penalty: 4341.280273
	Iteration 23Q: 3 clusters Score -768242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -768266.625000 Penalty: 4341.280273
	Iteration 24Q: 3 clusters Score -768266.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -768280.500000 Penalty: 4341.280273
	Iteration 25Q: 3 clusters Score -768280.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -768292.125000 Penalty: 4341.280273
	Iteration 26Q: 3 clusters Score -768292.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -768301.937500 Penalty: 4341.280273
	Iteration 27Q: 3 clusters Score -768301.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -768313.312500 Penalty: 4341.280273
	Iteration 28Q: 3 clusters Score -768313.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -768319.125000 Penalty: 4341.280273
	Iteration 29Q: 3 clusters Score -768319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -768320.375000 Penalty: 4341.280273
	Iteration 30Q: 3 clusters Score -768320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -768322.562500 Penalty: 4341.280273
	Iteration 31Q: 3 clusters Score -768322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -768324.125000 Penalty: 4341.280273
	Iteration 32Q: 3 clusters Score -768324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -768326.500000 Penalty: 4341.280273
	Iteration 33Q: 3 clusters Score -768326.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -768325.562500 Penalty: 4341.280273
	Iteration 34Q: 3 clusters Score -768325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -768326.000000 Penalty: 4341.280273
	Iteration 35Q: 3 clusters Score -768326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -768327.937500 Penalty: 4341.280273
	Iteration 36Q: 3 clusters Score -768327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -768327.125000 Penalty: 4341.280273
	Iteration 37Q: 3 clusters Score -768327.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -768327.125000 Penalty: 4341.280273
	Iteration 38F: 3 clusters Score -768327.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Entering Unmasked Estep 
Score: -4829933.500000 Penalty: 2608.295410
	Iteration 0F: 2 clusters Score -4829934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4804941.500000 Penalty: 5216.590820
	Iteration 0F: 3 clusters Score -4804942 nChanged 16758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -4814210.000000 Penalty: 5216.590820
	Iteration 1F: 3 clusters Score -4814210 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -4814779.500000 Penalty: 5216.590820
	Iteration 2Q: 3 clusters Score -4814780 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4815208.500000 Penalty: 5216.590820
	Iteration 3Q: 3 clusters Score -4815208 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -4815717.000000 Penalty: 5216.590820
	Iteration 4Q: 3 clusters Score -4815717 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -4816220.000000 Penalty: 5216.590820
	Iteration 5Q: 3 clusters Score -4816220 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -4816838.000000 Penalty: 5216.590820
	Iteration 6Q: 3 clusters Score -4816838 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -4817609.500000 Penalty: 5216.590820
	Iteration 7Q: 3 clusters Score -4817610 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4818680.000000 Penalty: 5216.590820
	Iteration 8Q: 3 clusters Score -4818680 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4819941.500000 Penalty: 5216.590820
	Iteration 9F: 3 clusters Score -4819942 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -4821372.500000 Penalty: 5216.590820
	Iteration 10F: 3 clusters Score -4821372 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -4822652.500000 Penalty: 5216.590820
	Iteration 11Q: 3 clusters Score -4822652 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -4823688.000000 Penalty: 5216.590820
	Iteration 12Q: 3 clusters Score -4823688 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -4824536.500000 Penalty: 5216.590820
	Iteration 13Q: 3 clusters Score -4824536 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -4825206.000000 Penalty: 5216.590820
	Iteration 14Q: 3 clusters Score -4825206 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4825698.000000 Penalty: 5216.590820
	Iteration 15Q: 3 clusters Score -4825698 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -4826042.000000 Penalty: 5216.590820
	Iteration 16Q: 3 clusters Score -4826042 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4826336.000000 Penalty: 5216.590820
	Iteration 17Q: 3 clusters Score -4826336 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4826582.000000 Penalty: 5216.590820
	Iteration 18Q: 3 clusters Score -4826582 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4826772.000000 Penalty: 5216.590820
	Iteration 19Q: 3 clusters Score -4826772 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4826947.500000 Penalty: 5216.590820
	Iteration 20F: 3 clusters Score -4826948 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4827113.500000 Penalty: 5216.590820
	Iteration 21Q: 3 clusters Score -4827114 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4827228.000000 Penalty: 5216.590820
	Iteration 22Q: 3 clusters Score -4827228 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4827316.500000 Penalty: 5216.590820
	Iteration 23Q: 3 clusters Score -4827316 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4827405.000000 Penalty: 5216.590820
	Iteration 24Q: 3 clusters Score -4827405 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4827446.000000 Penalty: 5216.590820
	Iteration 25Q: 3 clusters Score -4827446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4827489.000000 Penalty: 5216.590820
	Iteration 26Q: 3 clusters Score -4827489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4827524.000000 Penalty: 5216.590820
	Iteration 27Q: 3 clusters Score -4827524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4827541.500000 Penalty: 5216.590820
	Iteration 28Q: 3 clusters Score -4827542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4827565.500000 Penalty: 5216.590820
	Iteration 29Q: 3 clusters Score -4827566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4827583.000000 Penalty: 5216.590820
	Iteration 30Q: 3 clusters Score -4827583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4827606.000000 Penalty: 5216.590820
	Iteration 31Q: 3 clusters Score -4827606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4827612.500000 Penalty: 5216.590820
	Iteration 32Q: 3 clusters Score -4827612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4827611.500000 Penalty: 5216.590820
	Iteration 33Q: 3 clusters Score -4827612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4827626.500000 Penalty: 5216.590820
	Iteration 34Q: 3 clusters Score -4827626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4827634.000000 Penalty: 5216.590820
	Iteration 35Q: 3 clusters Score -4827634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4827637.500000 Penalty: 5216.590820
	Iteration 36Q: 3 clusters Score -4827638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4827642.000000 Penalty: 5216.590820
	Iteration 37Q: 3 clusters Score -4827642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4827649.000000 Penalty: 5216.590820
	Iteration 38Q: 3 clusters Score -4827649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4827659.000000 Penalty: 5216.590820
	Iteration 39Q: 3 clusters Score -4827659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4827654.500000 Penalty: 5216.590820
	Iteration 40F: 3 clusters Score -4827654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4827658.500000 Penalty: 5216.590820
	Iteration 41Q: 3 clusters Score -4827658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4827664.000000 Penalty: 5216.590820
	Iteration 42Q: 3 clusters Score -4827664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4827673.000000 Penalty: 5216.590820
	Iteration 43Q: 3 clusters Score -4827673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4827670.500000 Penalty: 5216.590820
	Iteration 44Q: 3 clusters Score -4827670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4827668.000000 Penalty: 5216.590820
	Iteration 45Q: 3 clusters Score -4827668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4827669.500000 Penalty: 5216.590820
	Iteration 46Q: 3 clusters Score -4827670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4827671.500000 Penalty: 5216.590820
	Iteration 47Q: 3 clusters Score -4827672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4827671.500000 Penalty: 5216.590820
	Iteration 48F: 3 clusters Score -4827672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Entering Unmasked Estep 
Score: -532302.562500 Penalty: 2079.714355
	Iteration 0F: 2 clusters Score -532302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -528187.500000 Penalty: 4159.428711
	Iteration 0F: 3 clusters Score -528187.5 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -529116.375000 Penalty: 4159.428711
	Iteration 1F: 3 clusters Score -529116.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -529312.875000 Penalty: 4159.428711
	Iteration 2F: 3 clusters Score -529312.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -529429.875000 Penalty: 4159.428711
	Iteration 3Q: 3 clusters Score -529429.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -529502.875000 Penalty: 4159.428711
	Iteration 4Q: 3 clusters Score -529502.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -529562.625000 Penalty: 4159.428711
	Iteration 5Q: 3 clusters Score -529562.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -529604.687500 Penalty: 4159.428711
	Iteration 6Q: 3 clusters Score -529604.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -529634.937500 Penalty: 4159.428711
	Iteration 7Q: 3 clusters Score -529634.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -529659.125000 Penalty: 4159.428711
	Iteration 8Q: 3 clusters Score -529659.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -529679.750000 Penalty: 4159.428711
	Iteration 9Q: 3 clusters Score -529679.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -529695.500000 Penalty: 4159.428711
	Iteration 10Q: 3 clusters Score -529695.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -529709.125000 Penalty: 4159.428711
	Iteration 11Q: 3 clusters Score -529709.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -529719.937500 Penalty: 4159.428711
	Iteration 12Q: 3 clusters Score -529719.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -529727.375000 Penalty: 4159.428711
	Iteration 13Q: 3 clusters Score -529727.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -529741.500000 Penalty: 4159.428711
	Iteration 14Q: 3 clusters Score -529741.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -529755.125000 Penalty: 4159.428711
	Iteration 15Q: 3 clusters Score -529755.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -529765.187500 Penalty: 4159.428711
	Iteration 16Q: 3 clusters Score -529765.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -529773.875000 Penalty: 4159.428711
	Iteration 17Q: 3 clusters Score -529773.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -529781.625000 Penalty: 4159.428711
	Iteration 18Q: 3 clusters Score -529781.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -529790.312500 Penalty: 4159.428711
	Iteration 19Q: 3 clusters Score -529790.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -529804.125000 Penalty: 4159.428711
	Iteration 20F: 3 clusters Score -529804.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -529816.687500 Penalty: 4159.428711
	Iteration 21Q: 3 clusters Score -529816.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -529825.812500 Penalty: 4159.428711
	Iteration 22Q: 3 clusters Score -529825.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -529835.312500 Penalty: 4159.428711
	Iteration 23Q: 3 clusters Score -529835.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -529846.750000 Penalty: 4159.428711
	Iteration 24Q: 3 clusters Score -529846.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -529864.437500 Penalty: 4159.428711
	Iteration 25Q: 3 clusters Score -529864.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -529884.750000 Penalty: 4159.428711
	Iteration 26Q: 3 clusters Score -529884.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -529907.312500 Penalty: 4159.428711
	Iteration 27Q: 3 clusters Score -529907.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -529942.812500 Penalty: 4159.428711
	Iteration 28Q: 3 clusters Score -529942.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -529975.625000 Penalty: 4159.428711
	Iteration 29Q: 3 clusters Score -529975.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -530001.625000 Penalty: 4159.428711
	Iteration 30Q: 3 clusters Score -530001.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -530031.625000 Penalty: 4159.428711
	Iteration 31Q: 3 clusters Score -530031.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -530064.062500 Penalty: 4159.428711
	Iteration 32Q: 3 clusters Score -530064.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -530109.187500 Penalty: 4159.428711
	Iteration 33Q: 3 clusters Score -530109.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -530166.500000 Penalty: 4159.428711
	Iteration 34Q: 3 clusters Score -530166.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -530248.000000 Penalty: 4159.428711
	Iteration 35Q: 3 clusters Score -530248 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -530349.500000 Penalty: 4159.428711
	Iteration 36Q: 3 clusters Score -530349.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -530476.125000 Penalty: 4159.428711
	Iteration 37Q: 3 clusters Score -530476.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -530602.000000 Penalty: 4159.428711
	Iteration 38Q: 3 clusters Score -530602 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -530705.687500 Penalty: 4159.428711
	Iteration 39Q: 3 clusters Score -530705.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -530799.750000 Penalty: 4159.428711
	Iteration 40F: 3 clusters Score -530799.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -530863.625000 Penalty: 4159.428711
	Iteration 41Q: 3 clusters Score -530863.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -530916.875000 Penalty: 4159.428711
	Iteration 42Q: 3 clusters Score -530916.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -530969.000000 Penalty: 4159.428711
	Iteration 43Q: 3 clusters Score -530969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -530997.187500 Penalty: 4159.428711
	Iteration 44Q: 3 clusters Score -530997.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -531011.312500 Penalty: 4159.428711
	Iteration 45Q: 3 clusters Score -531011.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -531016.875000 Penalty: 4159.428711
	Iteration 46Q: 3 clusters Score -531016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -531022.500000 Penalty: 4159.428711
	Iteration 47Q: 3 clusters Score -531022.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -531024.500000 Penalty: 4159.428711
	Iteration 48Q: 3 clusters Score -531024.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -531024.500000 Penalty: 4159.428711
	Iteration 49F: 3 clusters Score -531024.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Entering Unmasked Estep 
Score: -713651.625000 Penalty: 2145.671143
	Iteration 0F: 2 clusters Score -713651.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -708694.062500 Penalty: 4291.342285
	Iteration 0F: 3 clusters Score -708694.1 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -709907.812500 Penalty: 4291.342285
	Iteration 1F: 3 clusters Score -709907.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -710149.250000 Penalty: 4291.342285
	Iteration 2F: 3 clusters Score -710149.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -710295.062500 Penalty: 4291.342285
	Iteration 3Q: 3 clusters Score -710295.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -710404.562500 Penalty: 4291.342285
	Iteration 4Q: 3 clusters Score -710404.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -710504.312500 Penalty: 4291.342285
	Iteration 5Q: 3 clusters Score -710504.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -710575.750000 Penalty: 4291.342285
	Iteration 6Q: 3 clusters Score -710575.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -710637.125000 Penalty: 4291.342285
	Iteration 7Q: 3 clusters Score -710637.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -710704.875000 Penalty: 4291.342285
	Iteration 8Q: 3 clusters Score -710704.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -710775.437500 Penalty: 4291.342285
	Iteration 9Q: 3 clusters Score -710775.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -710839.312500 Penalty: 4291.342285
	Iteration 10Q: 3 clusters Score -710839.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -710894.312500 Penalty: 4291.342285
	Iteration 11Q: 3 clusters Score -710894.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -710966.937500 Penalty: 4291.342285
	Iteration 12Q: 3 clusters Score -710966.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -711041.500000 Penalty: 4291.342285
	Iteration 13Q: 3 clusters Score -711041.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -711121.437500 Penalty: 4291.342285
	Iteration 14Q: 3 clusters Score -711121.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -711203.562500 Penalty: 4291.342285
	Iteration 15Q: 3 clusters Score -711203.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -711271.312500 Penalty: 4291.342285
	Iteration 16Q: 3 clusters Score -711271.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -711324.000000 Penalty: 4291.342285
	Iteration 17Q: 3 clusters Score -711324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -711366.812500 Penalty: 4291.342285
	Iteration 18Q: 3 clusters Score -711366.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -711404.000000 Penalty: 4291.342285
	Iteration 19Q: 3 clusters Score -711404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -711440.937500 Penalty: 4291.342285
	Iteration 20F: 3 clusters Score -711440.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -711486.250000 Penalty: 4291.342285
	Iteration 21Q: 3 clusters Score -711486.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -711520.750000 Penalty: 4291.342285
	Iteration 22Q: 3 clusters Score -711520.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -711556.375000 Penalty: 4291.342285
	Iteration 23Q: 3 clusters Score -711556.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -711583.375000 Penalty: 4291.342285
	Iteration 24Q: 3 clusters Score -711583.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -711600.125000 Penalty: 4291.342285
	Iteration 25Q: 3 clusters Score -711600.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -711616.000000 Penalty: 4291.342285
	Iteration 26Q: 3 clusters Score -711616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -711631.687500 Penalty: 4291.342285
	Iteration 27Q: 3 clusters Score -711631.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -711642.687500 Penalty: 4291.342285
	Iteration 28Q: 3 clusters Score -711642.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -711656.875000 Penalty: 4291.342285
	Iteration 29Q: 3 clusters Score -711656.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -711671.562500 Penalty: 4291.342285
	Iteration 30Q: 3 clusters Score -711671.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -711688.687500 Penalty: 4291.342285
	Iteration 31Q: 3 clusters Score -711688.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -711694.000000 Penalty: 4291.342285
	Iteration 32Q: 3 clusters Score -711694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -711698.125000 Penalty: 4291.342285
	Iteration 33Q: 3 clusters Score -711698.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -711703.562500 Penalty: 4291.342285
	Iteration 34Q: 3 clusters Score -711703.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -711707.375000 Penalty: 4291.342285
	Iteration 35Q: 3 clusters Score -711707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -711711.375000 Penalty: 4291.342285
	Iteration 36Q: 3 clusters Score -711711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -711713.625000 Penalty: 4291.342285
	Iteration 37Q: 3 clusters Score -711713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -711716.187500 Penalty: 4291.342285
	Iteration 38Q: 3 clusters Score -711716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -711719.562500 Penalty: 4291.342285
	Iteration 39Q: 3 clusters Score -711719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -711724.375000 Penalty: 4291.342285
	Iteration 40F: 3 clusters Score -711724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -711723.687500 Penalty: 4291.342285
	Iteration 41Q: 3 clusters Score -711723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -711724.250000 Penalty: 4291.342285
	Iteration 42Q: 3 clusters Score -711724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -711725.812500 Penalty: 4291.342285
	Iteration 43Q: 3 clusters Score -711725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -711725.812500 Penalty: 4291.342285
	Iteration 44F: 3 clusters Score -711725.8 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: -606680.500000 Penalty: 2113.944824
	Iteration 0F: 2 clusters Score -606680.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -602204.750000 Penalty: 4227.889648
	Iteration 0F: 3 clusters Score -602204.8 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -603247.625000 Penalty: 4227.889648
	Iteration 1F: 3 clusters Score -603247.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -603579.687500 Penalty: 4227.889648
	Iteration 2F: 3 clusters Score -603579.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -603881.187500 Penalty: 4227.889648
	Iteration 3F: 3 clusters Score -603881.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -604093.687500 Penalty: 4227.889648
	Iteration 4F: 3 clusters Score -604093.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -604255.812500 Penalty: 4227.889648
	Iteration 5Q: 3 clusters Score -604255.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -604389.625000 Penalty: 4227.889648
	Iteration 6Q: 3 clusters Score -604389.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -604499.062500 Penalty: 4227.889648
	Iteration 7Q: 3 clusters Score -604499.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -604592.750000 Penalty: 4227.889648
	Iteration 8Q: 3 clusters Score -604592.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -604663.500000 Penalty: 4227.889648
	Iteration 9Q: 3 clusters Score -604663.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -604711.062500 Penalty: 4227.889648
	Iteration 10Q: 3 clusters Score -604711.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -604757.875000 Penalty: 4227.889648
	Iteration 11Q: 3 clusters Score -604757.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -604815.125000 Penalty: 4227.889648
	Iteration 12Q: 3 clusters Score -604815.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -604882.125000 Penalty: 4227.889648
	Iteration 13Q: 3 clusters Score -604882.1 nChanged 99
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: -604930.562500 Penalty: 4227.889648
	Iteration 14Q: 3 clusters Score -604930.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -604974.187500 Penalty: 4227.889648
	Iteration 15Q: 3 clusters Score -604974.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -605015.250000 Penalty: 4227.889648
	Iteration 16Q: 3 clusters Score -605015.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -605043.000000 Penalty: 4227.889648
	Iteration 17Q: 3 clusters Score -605043 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -605072.875000 Penalty: 4227.889648
	Iteration 18Q: 3 clusters Score -605072.9 nChanged 67
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: -605104.562500 Penalty: 4227.889648
	Iteration 19Q: 3 clusters Score -605104.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -605133.750000 Penalty: 4227.889648
	Iteration 20F: 3 clusters Score -605133.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -605161.187500 Penalty: 4227.889648
	Iteration 21Q: 3 clusters Score -605161.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -605193.437500 Penalty: 4227.889648
	Iteration 22Q: 3 clusters Score -605193.4 nChanged 61
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: -605222.750000 Penalty: 4227.889648
	Iteration 23Q: 3 clusters Score -605222.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -605252.062500 Penalty: 4227.889648
	Iteration 24Q: 3 clusters Score -605252.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -605279.625000 Penalty: 4227.889648
	Iteration 25Q: 3 clusters Score -605279.6 nChanged 61
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: -605307.125000 Penalty: 4227.889648
	Iteration 26Q: 3 clusters Score -605307.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -605327.937500 Penalty: 4227.889648
	Iteration 27Q: 3 clusters Score -605327.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -605351.875000 Penalty: 4227.889648
	Iteration 28Q: 3 clusters Score -605351.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -605368.250000 Penalty: 4227.889648
	Iteration 29Q: 3 clusters Score -605368.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -605378.937500 Penalty: 4227.889648
	Iteration 30Q: 3 clusters Score -605378.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -605385.750000 Penalty: 4227.889648
	Iteration 31Q: 3 clusters Score -605385.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -605392.875000 Penalty: 4227.889648
	Iteration 32Q: 3 clusters Score -605392.9 nChanged 14
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: -605396.437500 Penalty: 4227.889648
	Iteration 33Q: 3 clusters Score -605396.4 nChanged 13
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: -605399.937500 Penalty: 4227.889648
	Iteration 34Q: 3 clusters Score -605399.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -605404.125000 Penalty: 4227.889648
	Iteration 35Q: 3 clusters Score -605404.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -605409.062500 Penalty: 4227.889648
	Iteration 36Q: 3 clusters Score -605409.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -605412.187500 Penalty: 4227.889648
	Iteration 37Q: 3 clusters Score -605412.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -605417.750000 Penalty: 4227.889648
	Iteration 38Q: 3 clusters Score -605417.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -605424.312500 Penalty: 4227.889648
	Iteration 39Q: 3 clusters Score -605424.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -605426.937500 Penalty: 4227.889648
	Iteration 40F: 3 clusters Score -605426.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -605430.750000 Penalty: 4227.889648
	Iteration 41Q: 3 clusters Score -605430.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -605434.437500 Penalty: 4227.889648
	Iteration 42Q: 3 clusters Score -605434.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -605436.250000 Penalty: 4227.889648
	Iteration 43Q: 3 clusters Score -605436.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -605437.625000 Penalty: 4227.889648
	Iteration 44Q: 3 clusters Score -605437.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -605439.750000 Penalty: 4227.889648
	Iteration 45Q: 3 clusters Score -605439.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -605443.187500 Penalty: 4227.889648
	Iteration 46Q: 3 clusters Score -605443.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -605445.625000 Penalty: 4227.889648
	Iteration 47Q: 3 clusters Score -605445.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -605447.812500 Penalty: 4227.889648
	Iteration 48Q: 3 clusters Score -605447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -605450.875000 Penalty: 4227.889648
	Iteration 49Q: 3 clusters Score -605450.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -605451.625000 Penalty: 4227.889648
	Iteration 50Q: 3 clusters Score -605451.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -605454.187500 Penalty: 4227.889648
	Iteration 51Q: 3 clusters Score -605454.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -605455.562500 Penalty: 4227.889648
	Iteration 52Q: 3 clusters Score -605455.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -605456.687500 Penalty: 4227.889648
	Iteration 53Q: 3 clusters Score -605456.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -605457.875000 Penalty: 4227.889648
	Iteration 54Q: 3 clusters Score -605457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -605458.625000 Penalty: 4227.889648
	Iteration 55Q: 3 clusters Score -605458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -605459.187500 Penalty: 4227.889648
	Iteration 56Q: 3 clusters Score -605459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -605460.875000 Penalty: 4227.889648
	Iteration 57Q: 3 clusters Score -605460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -605460.937500 Penalty: 4227.889648
	Iteration 58Q: 3 clusters Score -605460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -605461.625000 Penalty: 4227.889648
	Iteration 59Q: 3 clusters Score -605461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -605461.562500 Penalty: 4227.889648
	Iteration 60F: 3 clusters Score -605461.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Entering Unmasked Estep 
Score: -1295990.750000 Penalty: 2292.576172
	Iteration 0F: 2 clusters Score -1295991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1288106.000000 Penalty: 4585.152344
	Iteration 0F: 3 clusters Score -1288106 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1290339.375000 Penalty: 4585.152344
	Iteration 1F: 3 clusters Score -1290339 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1290723.250000 Penalty: 4585.152344
	Iteration 2F: 3 clusters Score -1290723 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1291057.625000 Penalty: 4585.152344
	Iteration 3F: 3 clusters Score -1291058 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1291423.750000 Penalty: 4585.152344
	Iteration 4F: 3 clusters Score -1291424 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1291867.750000 Penalty: 4585.152344
	Iteration 5F: 3 clusters Score -1291868 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1292392.125000 Penalty: 4585.152344
	Iteration 6F: 3 clusters Score -1292392 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1292864.500000 Penalty: 4585.152344
	Iteration 7F: 3 clusters Score -1292864 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1293223.500000 Penalty: 4585.152344
	Iteration 8F: 3 clusters Score -1293224 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1293479.500000 Penalty: 4585.152344
	Iteration 9Q: 3 clusters Score -1293480 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1293704.250000 Penalty: 4585.152344
	Iteration 10Q: 3 clusters Score -1293704 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1293884.250000 Penalty: 4585.152344
	Iteration 11Q: 3 clusters Score -1293884 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1294035.500000 Penalty: 4585.152344
	Iteration 12Q: 3 clusters Score -1294036 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1294196.125000 Penalty: 4585.152344
	Iteration 13Q: 3 clusters Score -1294196 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1294347.250000 Penalty: 4585.152344
	Iteration 14Q: 3 clusters Score -1294347 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1294435.000000 Penalty: 4585.152344
	Iteration 15Q: 3 clusters Score -1294435 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1294515.875000 Penalty: 4585.152344
	Iteration 16Q: 3 clusters Score -1294516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1294556.750000 Penalty: 4585.152344
	Iteration 17Q: 3 clusters Score -1294557 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1294592.750000 Penalty: 4585.152344
	Iteration 18Q: 3 clusters Score -1294593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1294609.875000 Penalty: 4585.152344
	Iteration 19Q: 3 clusters Score -1294610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1294627.125000 Penalty: 4585.152344
	Iteration 20F: 3 clusters Score -1294627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1294635.125000 Penalty: 4585.152344
	Iteration 21Q: 3 clusters Score -1294635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1294647.500000 Penalty: 4585.152344
	Iteration 22Q: 3 clusters Score -1294648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1294652.875000 Penalty: 4585.152344
	Iteration 23Q: 3 clusters Score -1294653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1294657.750000 Penalty: 4585.152344
	Iteration 24Q: 3 clusters Score -1294658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1294658.625000 Penalty: 4585.152344
	Iteration 25Q: 3 clusters Score -1294659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1294660.000000 Penalty: 4585.152344
	Iteration 26Q: 3 clusters Score -1294660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1294660.000000 Penalty: 4585.152344
	Iteration 27Q: 3 clusters Score -1294660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1294663.375000 Penalty: 4585.152344
	Iteration 28Q: 3 clusters Score -1294663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1294663.500000 Penalty: 4585.152344
	Iteration 29Q: 3 clusters Score -1294664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1294663.750000 Penalty: 4585.152344
	Iteration 30Q: 3 clusters Score -1294664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1294665.250000 Penalty: 4585.152344
	Iteration 31Q: 3 clusters Score -1294665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1294665.125000 Penalty: 4585.152344
	Iteration 32Q: 3 clusters Score -1294665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1294665.125000 Penalty: 4585.152344
	Iteration 33F: 3 clusters Score -1294665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -688553.750000 Penalty: 2141.562256
	Iteration 0F: 2 clusters Score -688553.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -683586.500000 Penalty: 4283.124512
	Iteration 0F: 3 clusters Score -683586.5 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -684770.250000 Penalty: 4283.124512
	Iteration 1F: 3 clusters Score -684770.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -684995.125000 Penalty: 4283.124512
	Iteration 2F: 3 clusters Score -684995.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -685162.375000 Penalty: 4283.124512
	Iteration 3F: 3 clusters Score -685162.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -685285.312500 Penalty: 4283.124512
	Iteration 4Q: 3 clusters Score -685285.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -685387.250000 Penalty: 4283.124512
	Iteration 5Q: 3 clusters Score -685387.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -685455.312500 Penalty: 4283.124512
	Iteration 6Q: 3 clusters Score -685455.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -685501.250000 Penalty: 4283.124512
	Iteration 7Q: 3 clusters Score -685501.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -685536.562500 Penalty: 4283.124512
	Iteration 8Q: 3 clusters Score -685536.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -685568.500000 Penalty: 4283.124512
	Iteration 9Q: 3 clusters Score -685568.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -685591.750000 Penalty: 4283.124512
	Iteration 10Q: 3 clusters Score -685591.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -685613.250000 Penalty: 4283.124512
	Iteration 11Q: 3 clusters Score -685613.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -685638.875000 Penalty: 4283.124512
	Iteration 12Q: 3 clusters Score -685638.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -685666.437500 Penalty: 4283.124512
	Iteration 13Q: 3 clusters Score -685666.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -685692.750000 Penalty: 4283.124512
	Iteration 14Q: 3 clusters Score -685692.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -685718.312500 Penalty: 4283.124512
	Iteration 15Q: 3 clusters Score -685718.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -685753.437500 Penalty: 4283.124512
	Iteration 16Q: 3 clusters Score -685753.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -685793.000000 Penalty: 4283.124512
	Iteration 17Q: 3 clusters Score -685793 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -685836.062500 Penalty: 4283.124512
	Iteration 18Q: 3 clusters Score -685836.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -685877.875000 Penalty: 4283.124512
	Iteration 19Q: 3 clusters Score -685877.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -685915.000000 Penalty: 4283.124512
	Iteration 20F: 3 clusters Score -685915 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -685946.562500 Penalty: 4283.124512
	Iteration 21Q: 3 clusters Score -685946.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -685972.750000 Penalty: 4283.124512
	Iteration 22Q: 3 clusters Score -685972.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -685999.500000 Penalty: 4283.124512
	Iteration 23Q: 3 clusters Score -685999.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -686029.562500 Penalty: 4283.124512
	Iteration 24Q: 3 clusters Score -686029.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -686071.875000 Penalty: 4283.124512
	Iteration 25Q: 3 clusters Score -686071.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -686119.375000 Penalty: 4283.124512
	Iteration 26Q: 3 clusters Score -686119.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -686172.875000 Penalty: 4283.124512
	Iteration 27Q: 3 clusters Score -686172.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -686224.875000 Penalty: 4283.124512
	Iteration 28Q: 3 clusters Score -686224.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -686273.000000 Penalty: 4283.124512
	Iteration 29Q: 3 clusters Score -686273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -686320.687500 Penalty: 4283.124512
	Iteration 30Q: 3 clusters Score -686320.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -686367.000000 Penalty: 4283.124512
	Iteration 31Q: 3 clusters Score -686367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -686412.500000 Penalty: 4283.124512
	Iteration 32Q: 3 clusters Score -686412.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -686455.875000 Penalty: 4283.124512
	Iteration 33Q: 3 clusters Score -686455.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -686496.312500 Penalty: 4283.124512
	Iteration 34Q: 3 clusters Score -686496.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -686524.125000 Penalty: 4283.124512
	Iteration 35Q: 3 clusters Score -686524.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -686551.687500 Penalty: 4283.124512
	Iteration 36Q: 3 clusters Score -686551.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -686577.750000 Penalty: 4283.124512
	Iteration 37Q: 3 clusters Score -686577.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -686603.875000 Penalty: 4283.124512
	Iteration 38Q: 3 clusters Score -686603.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -686617.250000 Penalty: 4283.124512
	Iteration 39Q: 3 clusters Score -686617.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -686629.312500 Penalty: 4283.124512
	Iteration 40F: 3 clusters Score -686629.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -686640.000000 Penalty: 4283.124512
	Iteration 41Q: 3 clusters Score -686640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -686647.000000 Penalty: 4283.124512
	Iteration 42Q: 3 clusters Score -686647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -686652.437500 Penalty: 4283.124512
	Iteration 43Q: 3 clusters Score -686652.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -686659.250000 Penalty: 4283.124512
	Iteration 44Q: 3 clusters Score -686659.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -686660.875000 Penalty: 4283.124512
	Iteration 45Q: 3 clusters Score -686660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -686662.187500 Penalty: 4283.124512
	Iteration 46Q: 3 clusters Score -686662.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -686662.187500 Penalty: 4283.124512
	Iteration 47Q: 3 clusters Score -686662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -686663.062500 Penalty: 4283.124512
	Iteration 48Q: 3 clusters Score -686663.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -686663.062500 Penalty: 4283.124512
	Iteration 49F: 3 clusters Score -686663.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -85938.093750 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -85938.09 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 384 members 
Entering Unmasked Estep 
Score: -84247.539062 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -84247.54 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84479.406250 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -84479.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84541.703125 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -84541.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84564.656250 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -84564.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84579.679688 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -84579.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84587.703125 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -84587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84590.343750 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -84590.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84593.085938 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -84593.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84599.078125 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -84599.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84604.562500 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -84604.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84605.742188 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -84605.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84605.742188 Penalty: 3265.371094
	Iteration 11F: 3 clusters Score -84605.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Entering Unmasked Estep 
Score: -791189.562500 Penalty: 2195.637939
	Iteration 0F: 2 clusters Score -791189.6 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 3541 members 
Entering Unmasked Estep 
Score: -785533.687500 Penalty: 4391.275879
	Iteration 0F: 3 clusters Score -785533.7 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -787424.812500 Penalty: 4391.275879
	Iteration 1F: 3 clusters Score -787424.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -788125.812500 Penalty: 4391.275879
	Iteration 2F: 3 clusters Score -788125.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -788854.812500 Penalty: 4391.275879
	Iteration 3F: 3 clusters Score -788854.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -789406.562500 Penalty: 4391.275879
	Iteration 4F: 3 clusters Score -789406.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -789765.000000 Penalty: 4391.275879
	Iteration 5F: 3 clusters Score -789765 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -789994.937500 Penalty: 4391.275879
	Iteration 6Q: 3 clusters Score -789994.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -790153.125000 Penalty: 4391.275879
	Iteration 7Q: 3 clusters Score -790153.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -790238.937500 Penalty: 4391.275879
	Iteration 8Q: 3 clusters Score -790238.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -790292.562500 Penalty: 4391.275879
	Iteration 9Q: 3 clusters Score -790292.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -790325.437500 Penalty: 4391.275879
	Iteration 10Q: 3 clusters Score -790325.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -790354.625000 Penalty: 4391.275879
	Iteration 11Q: 3 clusters Score -790354.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -790380.625000 Penalty: 4391.275879
	Iteration 12Q: 3 clusters Score -790380.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -790396.125000 Penalty: 4391.275879
	Iteration 13Q: 3 clusters Score -790396.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -790406.437500 Penalty: 4391.275879
	Iteration 14Q: 3 clusters Score -790406.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -790415.500000 Penalty: 4391.275879
	Iteration 15Q: 3 clusters Score -790415.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -790419.687500 Penalty: 4391.275879
	Iteration 16Q: 3 clusters Score -790419.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -790423.187500 Penalty: 4391.275879
	Iteration 17Q: 3 clusters Score -790423.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -790426.375000 Penalty: 4391.275879
	Iteration 18Q: 3 clusters Score -790426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -790424.875000 Penalty: 4391.275879
	Iteration 19Q: 3 clusters Score -790424.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -790426.812500 Penalty: 4391.275879
	Iteration 20F: 3 clusters Score -790426.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -790429.687500 Penalty: 4391.275879
	Iteration 21Q: 3 clusters Score -790429.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -790429.312500 Penalty: 4391.275879
	Iteration 22Q: 3 clusters Score -790429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -790430.312500 Penalty: 4391.275879
	Iteration 23Q: 3 clusters Score -790430.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -790432.875000 Penalty: 4391.275879
	Iteration 24Q: 3 clusters Score -790432.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -790436.750000 Penalty: 4391.275879
	Iteration 25Q: 3 clusters Score -790436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -790437.687500 Penalty: 4391.275879
	Iteration 26Q: 3 clusters Score -790437.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -790440.875000 Penalty: 4391.275879
	Iteration 27Q: 3 clusters Score -790440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -790443.500000 Penalty: 4391.275879
	Iteration 28Q: 3 clusters Score -790443.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -790447.937500 Penalty: 4391.275879
	Iteration 29Q: 3 clusters Score -790447.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -790449.437500 Penalty: 4391.275879
	Iteration 30Q: 3 clusters Score -790449.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -790455.375000 Penalty: 4391.275879
	Iteration 31Q: 3 clusters Score -790455.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -790457.187500 Penalty: 4391.275879
	Iteration 32Q: 3 clusters Score -790457.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -790460.625000 Penalty: 4391.275879
	Iteration 33Q: 3 clusters Score -790460.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -790464.125000 Penalty: 4391.275879
	Iteration 34Q: 3 clusters Score -790464.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -790468.500000 Penalty: 4391.275879
	Iteration 35Q: 3 clusters Score -790468.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -790473.625000 Penalty: 4391.275879
	Iteration 36Q: 3 clusters Score -790473.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -790481.125000 Penalty: 4391.275879
	Iteration 37Q: 3 clusters Score -790481.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -790492.000000 Penalty: 4391.275879
	Iteration 38Q: 3 clusters Score -790492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -790503.062500 Penalty: 4391.275879
	Iteration 39Q: 3 clusters Score -790503.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -790512.687500 Penalty: 4391.275879
	Iteration 40F: 3 clusters Score -790512.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -790514.375000 Penalty: 4391.275879
	Iteration 41Q: 3 clusters Score -790514.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -790516.187500 Penalty: 4391.275879
	Iteration 42Q: 3 clusters Score -790516.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -790518.812500 Penalty: 4391.275879
	Iteration 43Q: 3 clusters Score -790518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -790523.500000 Penalty: 4391.275879
	Iteration 44Q: 3 clusters Score -790523.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -790526.062500 Penalty: 4391.275879
	Iteration 45Q: 3 clusters Score -790526.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -790530.312500 Penalty: 4391.275879
	Iteration 46Q: 3 clusters Score -790530.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -790533.937500 Penalty: 4391.275879
	Iteration 47Q: 3 clusters Score -790533.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -790536.375000 Penalty: 4391.275879
	Iteration 48Q: 3 clusters Score -790536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -790539.000000 Penalty: 4391.275879
	Iteration 49Q: 3 clusters Score -790539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -790541.562500 Penalty: 4391.275879
	Iteration 50Q: 3 clusters Score -790541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -790543.375000 Penalty: 4391.275879
	Iteration 51Q: 3 clusters Score -790543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -790543.000000 Penalty: 4391.275879
	Iteration 52Q: 3 clusters Score -790543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -790543.812500 Penalty: 4391.275879
	Iteration 53Q: 3 clusters Score -790543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -790545.312500 Penalty: 4391.275879
	Iteration 54Q: 3 clusters Score -790545.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -790545.312500 Penalty: 4391.275879
	Iteration 55F: 3 clusters Score -790545.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Entering Unmasked Estep 
Score: -709230.062500 Penalty: 2140.679199
	Iteration 0F: 2 clusters Score -709230.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -704250.312500 Penalty: 4281.358398
	Iteration 0F: 3 clusters Score -704250.3 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -705458.812500 Penalty: 4281.358398
	Iteration 1F: 3 clusters Score -705458.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -705740.562500 Penalty: 4281.358398
	Iteration 2F: 3 clusters Score -705740.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -705914.312500 Penalty: 4281.358398
	Iteration 3F: 3 clusters Score -705914.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -706029.937500 Penalty: 4281.358398
	Iteration 4Q: 3 clusters Score -706029.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -706118.000000 Penalty: 4281.358398
	Iteration 5Q: 3 clusters Score -706118 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -706181.875000 Penalty: 4281.358398
	Iteration 6Q: 3 clusters Score -706181.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -706248.625000 Penalty: 4281.358398
	Iteration 7Q: 3 clusters Score -706248.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -706319.937500 Penalty: 4281.358398
	Iteration 8Q: 3 clusters Score -706319.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -706368.125000 Penalty: 4281.358398
	Iteration 9Q: 3 clusters Score -706368.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -706415.000000 Penalty: 4281.358398
	Iteration 10Q: 3 clusters Score -706415 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -706458.125000 Penalty: 4281.358398
	Iteration 11Q: 3 clusters Score -706458.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -706515.187500 Penalty: 4281.358398
	Iteration 12Q: 3 clusters Score -706515.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -706565.125000 Penalty: 4281.358398
	Iteration 13Q: 3 clusters Score -706565.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -706608.750000 Penalty: 4281.358398
	Iteration 14Q: 3 clusters Score -706608.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -706668.625000 Penalty: 4281.358398
	Iteration 15Q: 3 clusters Score -706668.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -706743.437500 Penalty: 4281.358398
	Iteration 16Q: 3 clusters Score -706743.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -706814.812500 Penalty: 4281.358398
	Iteration 17Q: 3 clusters Score -706814.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -706863.687500 Penalty: 4281.358398
	Iteration 18Q: 3 clusters Score -706863.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -706904.125000 Penalty: 4281.358398
	Iteration 19Q: 3 clusters Score -706904.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -706945.687500 Penalty: 4281.358398
	Iteration 20F: 3 clusters Score -706945.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -706994.500000 Penalty: 4281.358398
	Iteration 21Q: 3 clusters Score -706994.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -707041.125000 Penalty: 4281.358398
	Iteration 22Q: 3 clusters Score -707041.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -707083.625000 Penalty: 4281.358398
	Iteration 23Q: 3 clusters Score -707083.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -707112.875000 Penalty: 4281.358398
	Iteration 24Q: 3 clusters Score -707112.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -707136.187500 Penalty: 4281.358398
	Iteration 25Q: 3 clusters Score -707136.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -707157.812500 Penalty: 4281.358398
	Iteration 26Q: 3 clusters Score -707157.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -707173.687500 Penalty: 4281.358398
	Iteration 27Q: 3 clusters Score -707173.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -707186.312500 Penalty: 4281.358398
	Iteration 28Q: 3 clusters Score -707186.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -707194.875000 Penalty: 4281.358398
	Iteration 29Q: 3 clusters Score -707194.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -707206.312500 Penalty: 4281.358398
	Iteration 30Q: 3 clusters Score -707206.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -707216.625000 Penalty: 4281.358398
	Iteration 31Q: 3 clusters Score -707216.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -707222.625000 Penalty: 4281.358398
	Iteration 32Q: 3 clusters Score -707222.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -707230.625000 Penalty: 4281.358398
	Iteration 33Q: 3 clusters Score -707230.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -707239.812500 Penalty: 4281.358398
	Iteration 34Q: 3 clusters Score -707239.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -707247.250000 Penalty: 4281.358398
	Iteration 35Q: 3 clusters Score -707247.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -707256.062500 Penalty: 4281.358398
	Iteration 36Q: 3 clusters Score -707256.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -707265.000000 Penalty: 4281.358398
	Iteration 37Q: 3 clusters Score -707265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -707279.000000 Penalty: 4281.358398
	Iteration 38Q: 3 clusters Score -707279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -707286.437500 Penalty: 4281.358398
	Iteration 39Q: 3 clusters Score -707286.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -707296.312500 Penalty: 4281.358398
	Iteration 40F: 3 clusters Score -707296.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -707301.875000 Penalty: 4281.358398
	Iteration 41Q: 3 clusters Score -707301.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -707305.875000 Penalty: 4281.358398
	Iteration 42Q: 3 clusters Score -707305.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -707308.625000 Penalty: 4281.358398
	Iteration 43Q: 3 clusters Score -707308.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -707308.937500 Penalty: 4281.358398
	Iteration 44Q: 3 clusters Score -707308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -707310.250000 Penalty: 4281.358398
	Iteration 45Q: 3 clusters Score -707310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -707311.437500 Penalty: 4281.358398
	Iteration 46Q: 3 clusters Score -707311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -707311.437500 Penalty: 4281.358398
	Iteration 47F: 3 clusters Score -707311.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Entering Unmasked Estep 
Score: -1969211.500000 Penalty: 2393.666260
	Iteration 0F: 2 clusters Score -1969212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1958109.625000 Penalty: 4787.332520
	Iteration 0F: 3 clusters Score -1958110 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1961491.875000 Penalty: 4787.332520
	Iteration 1F: 3 clusters Score -1961492 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1961904.875000 Penalty: 4787.332520
	Iteration 2F: 3 clusters Score -1961905 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1962343.250000 Penalty: 4787.332520
	Iteration 3F: 3 clusters Score -1962343 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1962953.125000 Penalty: 4787.332520
	Iteration 4F: 3 clusters Score -1962953 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1963733.500000 Penalty: 4787.332520
	Iteration 5F: 3 clusters Score -1963734 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1964582.375000 Penalty: 4787.332520
	Iteration 6F: 3 clusters Score -1964582 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1965365.000000 Penalty: 4787.332520
	Iteration 7F: 3 clusters Score -1965365 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1965993.500000 Penalty: 4787.332520
	Iteration 8F: 3 clusters Score -1965994 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1966442.875000 Penalty: 4787.332520
	Iteration 9Q: 3 clusters Score -1966443 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1966800.625000 Penalty: 4787.332520
	Iteration 10Q: 3 clusters Score -1966801 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1967012.125000 Penalty: 4787.332520
	Iteration 11Q: 3 clusters Score -1967012 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1967150.250000 Penalty: 4787.332520
	Iteration 12Q: 3 clusters Score -1967150 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1967225.750000 Penalty: 4787.332520
	Iteration 13Q: 3 clusters Score -1967226 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1967285.875000 Penalty: 4787.332520
	Iteration 14Q: 3 clusters Score -1967286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1967334.875000 Penalty: 4787.332520
	Iteration 15Q: 3 clusters Score -1967335 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1967395.500000 Penalty: 4787.332520
	Iteration 16Q: 3 clusters Score -1967396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1967452.125000 Penalty: 4787.332520
	Iteration 17Q: 3 clusters Score -1967452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1967491.500000 Penalty: 4787.332520
	Iteration 18Q: 3 clusters Score -1967492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1967532.875000 Penalty: 4787.332520
	Iteration 19Q: 3 clusters Score -1967533 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1967562.125000 Penalty: 4787.332520
	Iteration 20F: 3 clusters Score -1967562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1967577.375000 Penalty: 4787.332520
	Iteration 21Q: 3 clusters Score -1967577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1967584.250000 Penalty: 4787.332520
	Iteration 22Q: 3 clusters Score -1967584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1967593.125000 Penalty: 4787.332520
	Iteration 23Q: 3 clusters Score -1967593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1967598.875000 Penalty: 4787.332520
	Iteration 24Q: 3 clusters Score -1967599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1967600.000000 Penalty: 4787.332520
	Iteration 25Q: 3 clusters Score -1967600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1967606.625000 Penalty: 4787.332520
	Iteration 26Q: 3 clusters Score -1967607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1967610.500000 Penalty: 4787.332520
	Iteration 27Q: 3 clusters Score -1967610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1967614.125000 Penalty: 4787.332520
	Iteration 28Q: 3 clusters Score -1967614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1967617.000000 Penalty: 4787.332520
	Iteration 29Q: 3 clusters Score -1967617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1967622.000000 Penalty: 4787.332520
	Iteration 30Q: 3 clusters Score -1967622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1967626.000000 Penalty: 4787.332520
	Iteration 31Q: 3 clusters Score -1967626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1967628.875000 Penalty: 4787.332520
	Iteration 32Q: 3 clusters Score -1967629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1967627.875000 Penalty: 4787.332520
	Iteration 33Q: 3 clusters Score -1967628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1967626.625000 Penalty: 4787.332520
	Iteration 34Q: 3 clusters Score -1967627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1967626.625000 Penalty: 4787.332520
	Iteration 35F: 3 clusters Score -1967627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -184178.437500 Penalty: 1818.913574
	Iteration 0F: 2 clusters Score -184178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -181877.312500 Penalty: 3637.827148
	Iteration 0F: 3 clusters Score -181877.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -182262.296875 Penalty: 3637.827148
	Iteration 1F: 3 clusters Score -182262.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -182378.671875 Penalty: 3637.827148
	Iteration 2F: 3 clusters Score -182378.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -182469.156250 Penalty: 3637.827148
	Iteration 3Q: 3 clusters Score -182469.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -182551.843750 Penalty: 3637.827148
	Iteration 4Q: 3 clusters Score -182551.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -182616.031250 Penalty: 3637.827148
	Iteration 5Q: 3 clusters Score -182616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -182705.062500 Penalty: 3637.827148
	Iteration 6Q: 3 clusters Score -182705.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -182833.375000 Penalty: 3637.827148
	Iteration 7Q: 3 clusters Score -182833.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -182945.546875 Penalty: 3637.827148
	Iteration 8Q: 3 clusters Score -182945.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -183024.750000 Penalty: 3637.827148
	Iteration 9Q: 3 clusters Score -183024.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -183080.453125 Penalty: 3637.827148
	Iteration 10Q: 3 clusters Score -183080.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -183138.187500 Penalty: 3637.827148
	Iteration 11Q: 3 clusters Score -183138.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -183185.656250 Penalty: 3637.827148
	Iteration 12Q: 3 clusters Score -183185.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -183219.312500 Penalty: 3637.827148
	Iteration 13Q: 3 clusters Score -183219.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -183242.718750 Penalty: 3637.827148
	Iteration 14Q: 3 clusters Score -183242.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -183261.015625 Penalty: 3637.827148
	Iteration 15Q: 3 clusters Score -183261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -183272.921875 Penalty: 3637.827148
	Iteration 16Q: 3 clusters Score -183272.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -183279.781250 Penalty: 3637.827148
	Iteration 17Q: 3 clusters Score -183279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -183282.406250 Penalty: 3637.827148
	Iteration 18Q: 3 clusters Score -183282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -183283.781250 Penalty: 3637.827148
	Iteration 19Q: 3 clusters Score -183283.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -183283.781250 Penalty: 3637.827148
	Iteration 20F: 3 clusters Score -183283.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Entering Unmasked Estep 
Score: -1534905.125000 Penalty: 2358.755615
	Iteration 0F: 2 clusters Score -1534905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1524983.500000 Penalty: 4717.511230
	Iteration 0F: 3 clusters Score -1524984 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1528271.125000 Penalty: 4717.511230
	Iteration 1F: 3 clusters Score -1528271 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1528987.500000 Penalty: 4717.511230
	Iteration 2F: 3 clusters Score -1528988 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1529710.250000 Penalty: 4717.511230
	Iteration 3F: 3 clusters Score -1529710 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1530305.375000 Penalty: 4717.511230
	Iteration 4F: 3 clusters Score -1530305 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1530811.875000 Penalty: 4717.511230
	Iteration 5F: 3 clusters Score -1530812 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1531278.500000 Penalty: 4717.511230
	Iteration 6F: 3 clusters Score -1531278 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1531652.500000 Penalty: 4717.511230
	Iteration 7Q: 3 clusters Score -1531652 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1531933.250000 Penalty: 4717.511230
	Iteration 8Q: 3 clusters Score -1531933 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1532108.750000 Penalty: 4717.511230
	Iteration 9Q: 3 clusters Score -1532109 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1532222.125000 Penalty: 4717.511230
	Iteration 10Q: 3 clusters Score -1532222 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1532306.125000 Penalty: 4717.511230
	Iteration 11Q: 3 clusters Score -1532306 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1532372.750000 Penalty: 4717.511230
	Iteration 12Q: 3 clusters Score -1532373 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1532454.250000 Penalty: 4717.511230
	Iteration 13Q: 3 clusters Score -1532454 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1532522.875000 Penalty: 4717.511230
	Iteration 14Q: 3 clusters Score -1532523 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1532599.250000 Penalty: 4717.511230
	Iteration 15Q: 3 clusters Score -1532599 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1532664.875000 Penalty: 4717.511230
	Iteration 16Q: 3 clusters Score -1532665 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1532739.875000 Penalty: 4717.511230
	Iteration 17Q: 3 clusters Score -1532740 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1532811.375000 Penalty: 4717.511230
	Iteration 18Q: 3 clusters Score -1532811 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1532906.750000 Penalty: 4717.511230
	Iteration 19Q: 3 clusters Score -1532907 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1533004.250000 Penalty: 4717.511230
	Iteration 20F: 3 clusters Score -1533004 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1533163.500000 Penalty: 4717.511230
	Iteration 21Q: 3 clusters Score -1533164 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1533271.250000 Penalty: 4717.511230
	Iteration 22Q: 3 clusters Score -1533271 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1533326.000000 Penalty: 4717.511230
	Iteration 23Q: 3 clusters Score -1533326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1533361.625000 Penalty: 4717.511230
	Iteration 24Q: 3 clusters Score -1533362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1533386.875000 Penalty: 4717.511230
	Iteration 25Q: 3 clusters Score -1533387 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1533408.625000 Penalty: 4717.511230
	Iteration 26Q: 3 clusters Score -1533409 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1533420.875000 Penalty: 4717.511230
	Iteration 27Q: 3 clusters Score -1533421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1533436.250000 Penalty: 4717.511230
	Iteration 28Q: 3 clusters Score -1533436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1533447.875000 Penalty: 4717.511230
	Iteration 29Q: 3 clusters Score -1533448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1533460.625000 Penalty: 4717.511230
	Iteration 30Q: 3 clusters Score -1533461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1533463.375000 Penalty: 4717.511230
	Iteration 31Q: 3 clusters Score -1533463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1533464.375000 Penalty: 4717.511230
	Iteration 32Q: 3 clusters Score -1533464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1533470.375000 Penalty: 4717.511230
	Iteration 33Q: 3 clusters Score -1533470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1533485.250000 Penalty: 4717.511230
	Iteration 34Q: 3 clusters Score -1533485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1533498.500000 Penalty: 4717.511230
	Iteration 35Q: 3 clusters Score -1533498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1533510.125000 Penalty: 4717.511230
	Iteration 36Q: 3 clusters Score -1533510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1533526.250000 Penalty: 4717.511230
	Iteration 37Q: 3 clusters Score -1533526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1533544.625000 Penalty: 4717.511230
	Iteration 38Q: 3 clusters Score -1533545 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1533577.750000 Penalty: 4717.511230
	Iteration 39Q: 3 clusters Score -1533578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1533615.875000 Penalty: 4717.511230
	Iteration 40F: 3 clusters Score -1533616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1533645.000000 Penalty: 4717.511230
	Iteration 41Q: 3 clusters Score -1533645 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1533677.125000 Penalty: 4717.511230
	Iteration 42Q: 3 clusters Score -1533677 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1533703.375000 Penalty: 4717.511230
	Iteration 43Q: 3 clusters Score -1533703 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1533731.125000 Penalty: 4717.511230
	Iteration 44Q: 3 clusters Score -1533731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1533751.375000 Penalty: 4717.511230
	Iteration 45Q: 3 clusters Score -1533751 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1533784.625000 Penalty: 4717.511230
	Iteration 46Q: 3 clusters Score -1533785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1533816.125000 Penalty: 4717.511230
	Iteration 47Q: 3 clusters Score -1533816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1533844.625000 Penalty: 4717.511230
	Iteration 48Q: 3 clusters Score -1533845 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1533866.625000 Penalty: 4717.511230
	Iteration 49Q: 3 clusters Score -1533867 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1533891.625000 Penalty: 4717.511230
	Iteration 50Q: 3 clusters Score -1533892 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1533911.375000 Penalty: 4717.511230
	Iteration 51Q: 3 clusters Score -1533911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1533932.750000 Penalty: 4717.511230
	Iteration 52Q: 3 clusters Score -1533933 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1533941.125000 Penalty: 4717.511230
	Iteration 53Q: 3 clusters Score -1533941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1533967.500000 Penalty: 4717.511230
	Iteration 54Q: 3 clusters Score -1533968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1533985.250000 Penalty: 4717.511230
	Iteration 55Q: 3 clusters Score -1533985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1533996.625000 Penalty: 4717.511230
	Iteration 56Q: 3 clusters Score -1533997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1534004.375000 Penalty: 4717.511230
	Iteration 57Q: 3 clusters Score -1534004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1534013.250000 Penalty: 4717.511230
	Iteration 58Q: 3 clusters Score -1534013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1534021.375000 Penalty: 4717.511230
	Iteration 59Q: 3 clusters Score -1534021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1534031.250000 Penalty: 4717.511230
	Iteration 60F: 3 clusters Score -1534031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1534042.750000 Penalty: 4717.511230
	Iteration 61Q: 3 clusters Score -1534043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1534044.375000 Penalty: 4717.511230
	Iteration 62Q: 3 clusters Score -1534044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1534044.750000 Penalty: 4717.511230
	Iteration 63Q: 3 clusters Score -1534045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1534048.500000 Penalty: 4717.511230
	Iteration 64Q: 3 clusters Score -1534048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1534049.750000 Penalty: 4717.511230
	Iteration 65Q: 3 clusters Score -1534050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1534054.750000 Penalty: 4717.511230
	Iteration 66Q: 3 clusters Score -1534055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1534050.000000 Penalty: 4717.511230
	Iteration 67Q: 3 clusters Score -1534050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1534050.000000 Penalty: 4717.511230
	Iteration 68F: 3 clusters Score -1534050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Entering Unmasked Estep 
Score: -281571.781250 Penalty: 1925.650635
	Iteration 0F: 2 clusters Score -281571.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -278684.437500 Penalty: 3851.301270
	Iteration 0F: 3 clusters Score -278684.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -279252.000000 Penalty: 3851.301270
	Iteration 1F: 3 clusters Score -279252 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -279402.156250 Penalty: 3851.301270
	Iteration 2F: 3 clusters Score -279402.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -279485.343750 Penalty: 3851.301270
	Iteration 3Q: 3 clusters Score -279485.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -279534.593750 Penalty: 3851.301270
	Iteration 4Q: 3 clusters Score -279534.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -279574.625000 Penalty: 3851.301270
	Iteration 5Q: 3 clusters Score -279574.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -279604.468750 Penalty: 3851.301270
	Iteration 6Q: 3 clusters Score -279604.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -279628.375000 Penalty: 3851.301270
	Iteration 7Q: 3 clusters Score -279628.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -279647.062500 Penalty: 3851.301270
	Iteration 8Q: 3 clusters Score -279647.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -279664.312500 Penalty: 3851.301270
	Iteration 9Q: 3 clusters Score -279664.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -279681.937500 Penalty: 3851.301270
	Iteration 10Q: 3 clusters Score -279681.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -279694.781250 Penalty: 3851.301270
	Iteration 11Q: 3 clusters Score -279694.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -279706.500000 Penalty: 3851.301270
	Iteration 12Q: 3 clusters Score -279706.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -279713.906250 Penalty: 3851.301270
	Iteration 13Q: 3 clusters Score -279713.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -279716.843750 Penalty: 3851.301270
	Iteration 14Q: 3 clusters Score -279716.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -279719.656250 Penalty: 3851.301270
	Iteration 15Q: 3 clusters Score -279719.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -279721.687500 Penalty: 3851.301270
	Iteration 16Q: 3 clusters Score -279721.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -279722.000000 Penalty: 3851.301270
	Iteration 17Q: 3 clusters Score -279722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -279723.687500 Penalty: 3851.301270
	Iteration 18Q: 3 clusters Score -279723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -279725.562500 Penalty: 3851.301270
	Iteration 19Q: 3 clusters Score -279725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -279726.687500 Penalty: 3851.301270
	Iteration 20F: 3 clusters Score -279726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -279727.781250 Penalty: 3851.301270
	Iteration 21Q: 3 clusters Score -279727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -279728.250000 Penalty: 3851.301270
	Iteration 22Q: 3 clusters Score -279728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -279730.125000 Penalty: 3851.301270
	Iteration 23Q: 3 clusters Score -279730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -279732.000000 Penalty: 3851.301270
	Iteration 24Q: 3 clusters Score -279732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -279733.125000 Penalty: 3851.301270
	Iteration 25Q: 3 clusters Score -279733.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -279733.125000 Penalty: 3851.301270
	Iteration 26F: 3 clusters Score -279733.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -67169.664062 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -67169.66 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 333 members 
Entering Unmasked Estep 
Score: -65614.375000 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -65614.38 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66002.023438 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -66002.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -66241.015625 Penalty: 3196.289062
	Iteration 2F: 3 clusters Score -66241.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66432.062500 Penalty: 3196.289062
	Iteration 3F: 3 clusters Score -66432.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -66509.960938 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -66509.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66551.703125 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -66551.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -66583.898438 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -66583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -66594.929688 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -66594.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -66604.914062 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -66604.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66608.546875 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -66608.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66610.835938 Penalty: 3196.289062
	Iteration 10Q: 3 clusters Score -66610.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66612.531250 Penalty: 3196.289062
	Iteration 11Q: 3 clusters Score -66612.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66612.531250 Penalty: 3196.289062
	Iteration 12F: 3 clusters Score -66612.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 23755 members 
Mstep: Class 3 contains 8870 members 
Mstep: Class 4 contains 15983 members 
Mstep: Class 5 contains 164481 members 
Mstep: Class 6 contains 101725 members 
Mstep: Class 7 contains 30322 members 
Mstep: Class 8 contains 169089 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 14237 members 
Mstep: Class 11 contains 46047 members 
Mstep: Class 12 contains 100814 members 
Mstep: Class 13 contains 46300 members 
Mstep: Class 14 contains 256532 members 
Mstep: Class 15 contains 74677 members 
Mstep: Class 16 contains 14688 members 
Mstep: Class 17 contains 48971 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6327 members 
Mstep: Class 20 contains 36950 members 
Mstep: Class 21 contains 4385 members 
Mstep: Class 22 contains 5721 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 10345 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 6998 members 
Mstep: Class 28 contains 5607 members 
Mstep: Class 29 contains 15551 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13509 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698384.000000 Penalty: 114993.804688
Iteration 119Q: 34 clusters Score -1.576984e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 23730 members 
Mstep: Class 3 contains 8859 members 
Mstep: Class 4 contains 15966 members 
Mstep: Class 5 contains 164263 members 
Mstep: Class 6 contains 101724 members 
Mstep: Class 7 contains 30315 members 
Mstep: Class 8 contains 169063 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 14214 members 
Mstep: Class 11 contains 46040 members 
Mstep: Class 12 contains 100886 members 
Mstep: Class 13 contains 46258 members 
Mstep: Class 14 contains 256521 members 
Mstep: Class 15 contains 74651 members 
Mstep: Class 16 contains 14712 members 
Mstep: Class 17 contains 48980 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6339 members 
Mstep: Class 20 contains 36946 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 5733 members 
Mstep: Class 23 contains 5036 members 
Mstep: Class 24 contains 10351 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7019 members 
Mstep: Class 28 contains 5607 members 
Mstep: Class 29 contains 15777 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13518 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698608.000000 Penalty: 114993.804688
Iteration 120F: 34 clusters Score -1.576986e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 23712 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 15950 members 
Mstep: Class 5 contains 164047 members 
Mstep: Class 6 contains 101716 members 
Mstep: Class 7 contains 30313 members 
Mstep: Class 8 contains 169022 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 14197 members 
Mstep: Class 11 contains 46045 members 
Mstep: Class 12 contains 100952 members 
Mstep: Class 13 contains 46214 members 
Mstep: Class 14 contains 256504 members 
Mstep: Class 15 contains 74624 members 
Mstep: Class 16 contains 14730 members 
Mstep: Class 17 contains 48996 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6351 members 
Mstep: Class 20 contains 36947 members 
Mstep: Class 21 contains 4418 members 
Mstep: Class 22 contains 5738 members 
Mstep: Class 23 contains 5039 members 
Mstep: Class 24 contains 10354 members 
Mstep: Class 25 contains 5642 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7050 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 16014 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13523 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698800.000000 Penalty: 114993.804688
Iteration 121Q: 34 clusters Score -1.576988e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 23697 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 4 contains 15939 members 
Mstep: Class 5 contains 163853 members 
Mstep: Class 6 contains 101708 members 
Mstep: Class 7 contains 30308 members 
Mstep: Class 8 contains 168975 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 14181 members 
Mstep: Class 11 contains 46033 members 
Mstep: Class 12 contains 101015 members 
Mstep: Class 13 contains 46155 members 
Mstep: Class 14 contains 256493 members 
Mstep: Class 15 contains 74607 members 
Mstep: Class 16 contains 14765 members 
Mstep: Class 17 contains 49006 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6359 members 
Mstep: Class 20 contains 36943 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 5741 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 10354 members 
Mstep: Class 25 contains 5652 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7067 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 16233 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13527 members 
Mstep: Class 32 contains 2365 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698816.000000 Penalty: 114993.804688
Iteration 122Q: 34 clusters Score -1.576988e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 23687 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 15929 members 
Mstep: Class 5 contains 163671 members 
Mstep: Class 6 contains 101701 members 
Mstep: Class 7 contains 30311 members 
Mstep: Class 8 contains 168940 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 14167 members 
Mstep: Class 11 contains 46030 members 
Mstep: Class 12 contains 101074 members 
Mstep: Class 13 contains 46098 members 
Mstep: Class 14 contains 256470 members 
Mstep: Class 15 contains 74578 members 
Mstep: Class 16 contains 14788 members 
Mstep: Class 17 contains 49017 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6366 members 
Mstep: Class 20 contains 36939 members 
Mstep: Class 21 contains 4450 members 
Mstep: Class 22 contains 5744 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 10358 members 
Mstep: Class 25 contains 5659 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7087 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 16455 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 13533 members 
Mstep: Class 32 contains 2367 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699072.000000 Penalty: 114993.804688
Iteration 123Q: 34 clusters Score -1.576991e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 23658 members 
Mstep: Class 3 contains 8845 members 
Mstep: Class 4 contains 15920 members 
Mstep: Class 5 contains 163492 members 
Mstep: Class 6 contains 101693 members 
Mstep: Class 7 contains 30313 members 
Mstep: Class 8 contains 168892 members 
Mstep: Class 9 contains 7082 members 
Mstep: Class 10 contains 14165 members 
Mstep: Class 11 contains 46022 members 
Mstep: Class 12 contains 101115 members 
Mstep: Class 13 contains 46053 members 
Mstep: Class 14 contains 256468 members 
Mstep: Class 15 contains 74571 members 
Mstep: Class 16 contains 14816 members 
Mstep: Class 17 contains 49025 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6370 members 
Mstep: Class 20 contains 36935 members 
Mstep: Class 21 contains 4472 members 
Mstep: Class 22 contains 5746 members 
Mstep: Class 23 contains 5053 members 
Mstep: Class 24 contains 10360 members 
Mstep: Class 25 contains 5668 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7111 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 16660 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 13530 members 
Mstep: Class 32 contains 2366 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699088.000000 Penalty: 114993.804688
Iteration 124Q: 34 clusters Score -1.576991e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 23627 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 15908 members 
Mstep: Class 5 contains 163300 members 
Mstep: Class 6 contains 101681 members 
Mstep: Class 7 contains 30314 members 
Mstep: Class 8 contains 168874 members 
Mstep: Class 9 contains 7098 members 
Mstep: Class 10 contains 14161 members 
Mstep: Class 11 contains 46027 members 
Mstep: Class 12 contains 101155 members 
Mstep: Class 13 contains 46016 members 
Mstep: Class 14 contains 256446 members 
Mstep: Class 15 contains 74557 members 
Mstep: Class 16 contains 14851 members 
Mstep: Class 17 contains 49031 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6376 members 
Mstep: Class 20 contains 36929 members 
Mstep: Class 21 contains 4495 members 
Mstep: Class 22 contains 5747 members 
Mstep: Class 23 contains 5056 members 
Mstep: Class 24 contains 10361 members 
Mstep: Class 25 contains 5682 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7135 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 16860 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 13526 members 
Mstep: Class 32 contains 2367 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698816.000000 Penalty: 114993.804688
Iteration 125Q: 34 clusters Score -1.576988e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 23601 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 15903 members 
Mstep: Class 5 contains 163119 members 
Mstep: Class 6 contains 101675 members 
Mstep: Class 7 contains 30311 members 
Mstep: Class 8 contains 168870 members 
Mstep: Class 9 contains 7107 members 
Mstep: Class 10 contains 14158 members 
Mstep: Class 11 contains 46030 members 
Mstep: Class 12 contains 101204 members 
Mstep: Class 13 contains 45956 members 
Mstep: Class 14 contains 256401 members 
Mstep: Class 15 contains 74543 members 
Mstep: Class 16 contains 14889 members 
Mstep: Class 17 contains 49040 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6383 members 
Mstep: Class 20 contains 36918 members 
Mstep: Class 21 contains 4512 members 
Mstep: Class 22 contains 5750 members 
Mstep: Class 23 contains 5060 members 
Mstep: Class 24 contains 10363 members 
Mstep: Class 25 contains 5689 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7159 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 17067 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 13522 members 
Mstep: Class 32 contains 2367 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699008.000000 Penalty: 114993.804688
Iteration 126Q: 34 clusters Score -1.57699e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 23576 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 15896 members 
Mstep: Class 5 contains 162947 members 
Mstep: Class 6 contains 101672 members 
Mstep: Class 7 contains 30314 members 
Mstep: Class 8 contains 168870 members 
Mstep: Class 9 contains 7113 members 
Mstep: Class 10 contains 14146 members 
Mstep: Class 11 contains 46020 members 
Mstep: Class 12 contains 101251 members 
Mstep: Class 13 contains 45897 members 
Mstep: Class 14 contains 256362 members 
Mstep: Class 15 contains 74518 members 
Mstep: Class 16 contains 14931 members 
Mstep: Class 17 contains 49045 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6391 members 
Mstep: Class 20 contains 36900 members 
Mstep: Class 21 contains 4533 members 
Mstep: Class 22 contains 5761 members 
Mstep: Class 23 contains 5061 members 
Mstep: Class 24 contains 10370 members 
Mstep: Class 25 contains 5696 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7176 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 17265 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 13525 members 
Mstep: Class 32 contains 2369 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699168.000000 Penalty: 114993.804688
Iteration 127Q: 34 clusters Score -1.576992e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 23551 members 
Mstep: Class 3 contains 8824 members 
Mstep: Class 4 contains 15888 members 
Mstep: Class 5 contains 162769 members 
Mstep: Class 6 contains 101661 members 
Mstep: Class 7 contains 30309 members 
Mstep: Class 8 contains 168876 members 
Mstep: Class 9 contains 7117 members 
Mstep: Class 10 contains 14126 members 
Mstep: Class 11 contains 46008 members 
Mstep: Class 12 contains 101295 members 
Mstep: Class 13 contains 45834 members 
Mstep: Class 14 contains 256319 members 
Mstep: Class 15 contains 74496 members 
Mstep: Class 16 contains 14969 members 
Mstep: Class 17 contains 49046 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 36894 members 
Mstep: Class 21 contains 4552 members 
Mstep: Class 22 contains 5768 members 
Mstep: Class 23 contains 5063 members 
Mstep: Class 24 contains 10377 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7196 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 17483 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 13534 members 
Mstep: Class 32 contains 2372 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699200.000000 Penalty: 114993.804688
Iteration 128Q: 34 clusters Score -1.576992e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 23521 members 
Mstep: Class 3 contains 8811 members 
Mstep: Class 4 contains 15880 members 
Mstep: Class 5 contains 162593 members 
Mstep: Class 6 contains 101661 members 
Mstep: Class 7 contains 30307 members 
Mstep: Class 8 contains 168878 members 
Mstep: Class 9 contains 7134 members 
Mstep: Class 10 contains 14115 members 
Mstep: Class 11 contains 46007 members 
Mstep: Class 12 contains 101336 members 
Mstep: Class 13 contains 45794 members 
Mstep: Class 14 contains 256260 members 
Mstep: Class 15 contains 74475 members 
Mstep: Class 16 contains 15001 members 
Mstep: Class 17 contains 49053 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6413 members 
Mstep: Class 20 contains 36893 members 
Mstep: Class 21 contains 4561 members 
Mstep: Class 22 contains 5775 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 10375 members 
Mstep: Class 25 contains 5716 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 17691 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 13535 members 
Mstep: Class 32 contains 2372 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699536.000000 Penalty: 114993.804688
Iteration 129Q: 34 clusters Score -1.576995e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 23487 members 
Mstep: Class 3 contains 8803 members 
Mstep: Class 4 contains 15870 members 
Mstep: Class 5 contains 162380 members 
Mstep: Class 6 contains 101651 members 
Mstep: Class 7 contains 30307 members 
Mstep: Class 8 contains 168867 members 
Mstep: Class 9 contains 7144 members 
Mstep: Class 10 contains 14104 members 
Mstep: Class 11 contains 46009 members 
Mstep: Class 12 contains 101381 members 
Mstep: Class 13 contains 45757 members 
Mstep: Class 14 contains 256224 members 
Mstep: Class 15 contains 74453 members 
Mstep: Class 16 contains 15042 members 
Mstep: Class 17 contains 49058 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6424 members 
Mstep: Class 20 contains 36885 members 
Mstep: Class 21 contains 4569 members 
Mstep: Class 22 contains 5787 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 10379 members 
Mstep: Class 25 contains 5727 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 17923 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 13537 members 
Mstep: Class 32 contains 2372 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699920.000000 Penalty: 114993.804688
Iteration 130Q: 34 clusters Score -1.576999e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 23457 members 
Mstep: Class 3 contains 8788 members 
Mstep: Class 4 contains 15859 members 
Mstep: Class 5 contains 162155 members 
Mstep: Class 6 contains 101645 members 
Mstep: Class 7 contains 30304 members 
Mstep: Class 8 contains 168840 members 
Mstep: Class 9 contains 7165 members 
Mstep: Class 10 contains 14098 members 
Mstep: Class 11 contains 45996 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 45705 members 
Mstep: Class 14 contains 256202 members 
Mstep: Class 15 contains 74434 members 
Mstep: Class 16 contains 15088 members 
Mstep: Class 17 contains 49069 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6427 members 
Mstep: Class 20 contains 36867 members 
Mstep: Class 21 contains 4582 members 
Mstep: Class 22 contains 5802 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 10379 members 
Mstep: Class 25 contains 5736 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7281 members 
Mstep: Class 28 contains 5602 members 
Mstep: Class 29 contains 18165 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 13545 members 
Mstep: Class 32 contains 2373 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700208.000000 Penalty: 114993.804688
Iteration 131Q: 34 clusters Score -1.577002e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 23428 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 15840 members 
Mstep: Class 5 contains 161958 members 
Mstep: Class 6 contains 101633 members 
Mstep: Class 7 contains 30304 members 
Mstep: Class 8 contains 168818 members 
Mstep: Class 9 contains 7175 members 
Mstep: Class 10 contains 14089 members 
Mstep: Class 11 contains 45978 members 
Mstep: Class 12 contains 101490 members 
Mstep: Class 13 contains 45651 members 
Mstep: Class 14 contains 256162 members 
Mstep: Class 15 contains 74423 members 
Mstep: Class 16 contains 15118 members 
Mstep: Class 17 contains 49083 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6438 members 
Mstep: Class 20 contains 36856 members 
Mstep: Class 21 contains 4602 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 10377 members 
Mstep: Class 25 contains 5743 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 5602 members 
Mstep: Class 29 contains 18393 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 13558 members 
Mstep: Class 32 contains 2374 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700144.000000 Penalty: 114993.804688
Iteration 132Q: 34 clusters Score -1.577001e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 23400 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 15822 members 
Mstep: Class 5 contains 161767 members 
Mstep: Class 6 contains 101631 members 
Mstep: Class 7 contains 30304 members 
Mstep: Class 8 contains 168807 members 
Mstep: Class 9 contains 7182 members 
Mstep: Class 10 contains 14079 members 
Mstep: Class 11 contains 45971 members 
Mstep: Class 12 contains 101534 members 
Mstep: Class 13 contains 45584 members 
Mstep: Class 14 contains 256119 members 
Mstep: Class 15 contains 74411 members 
Mstep: Class 16 contains 15142 members 
Mstep: Class 17 contains 49092 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6446 members 
Mstep: Class 20 contains 36851 members 
Mstep: Class 21 contains 4613 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 10377 members 
Mstep: Class 25 contains 5743 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7341 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 18638 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 13569 members 
Mstep: Class 32 contains 2377 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700096.000000 Penalty: 114993.804688
Iteration 133Q: 34 clusters Score -1.577001e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 23365 members 
Mstep: Class 3 contains 8777 members 
Mstep: Class 4 contains 15809 members 
Mstep: Class 5 contains 161555 members 
Mstep: Class 6 contains 101626 members 
Mstep: Class 7 contains 30306 members 
Mstep: Class 8 contains 168766 members 
Mstep: Class 9 contains 7187 members 
Mstep: Class 10 contains 14069 members 
Mstep: Class 11 contains 45968 members 
Mstep: Class 12 contains 101592 members 
Mstep: Class 13 contains 45512 members 
Mstep: Class 14 contains 256104 members 
Mstep: Class 15 contains 74407 members 
Mstep: Class 16 contains 15172 members 
Mstep: Class 17 contains 49102 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6450 members 
Mstep: Class 20 contains 36850 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 5826 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 10377 members 
Mstep: Class 25 contains 5744 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7372 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 18883 members 
Mstep: Class 30 contains 1534 members 
Mstep: Class 31 contains 13579 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700192.000000 Penalty: 114993.804688
Iteration 134Q: 34 clusters Score -1.577002e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 23341 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 15799 members 
Mstep: Class 5 contains 161334 members 
Mstep: Class 6 contains 101618 members 
Mstep: Class 7 contains 30312 members 
Mstep: Class 8 contains 168743 members 
Mstep: Class 9 contains 7194 members 
Mstep: Class 10 contains 14057 members 
Mstep: Class 11 contains 45969 members 
Mstep: Class 12 contains 101649 members 
Mstep: Class 13 contains 45427 members 
Mstep: Class 14 contains 256070 members 
Mstep: Class 15 contains 74399 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 49117 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6458 members 
Mstep: Class 20 contains 36855 members 
Mstep: Class 21 contains 4626 members 
Mstep: Class 22 contains 5823 members 
Mstep: Class 23 contains 5078 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 5743 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7410 members 
Mstep: Class 28 contains 5607 members 
Mstep: Class 29 contains 19140 members 
Mstep: Class 30 contains 1534 members 
Mstep: Class 31 contains 13587 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700224.000000 Penalty: 114993.804688
Iteration 135Q: 34 clusters Score -1.577002e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 23315 members 
Mstep: Class 3 contains 8771 members 
Mstep: Class 4 contains 15794 members 
Mstep: Class 5 contains 161122 members 
Mstep: Class 6 contains 101617 members 
Mstep: Class 7 contains 30316 members 
Mstep: Class 8 contains 168741 members 
Mstep: Class 9 contains 7196 members 
Mstep: Class 10 contains 14036 members 
Mstep: Class 11 contains 45968 members 
Mstep: Class 12 contains 101710 members 
Mstep: Class 13 contains 45367 members 
Mstep: Class 14 contains 256035 members 
Mstep: Class 15 contains 74391 members 
Mstep: Class 16 contains 15212 members 
Mstep: Class 17 contains 49130 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 36843 members 
Mstep: Class 21 contains 4630 members 
Mstep: Class 22 contains 5822 members 
Mstep: Class 23 contains 5087 members 
Mstep: Class 24 contains 10387 members 
Mstep: Class 25 contains 5742 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7437 members 
Mstep: Class 28 contains 5609 members 
Mstep: Class 29 contains 19377 members 
Mstep: Class 30 contains 1534 members 
Mstep: Class 31 contains 13593 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700384.000000 Penalty: 114993.804688
Iteration 136Q: 34 clusters Score -1.577004e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 23281 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 15788 members 
Mstep: Class 5 contains 160908 members 
Mstep: Class 6 contains 101620 members 
Mstep: Class 7 contains 30316 members 
Mstep: Class 8 contains 168718 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 14017 members 
Mstep: Class 11 contains 45971 members 
Mstep: Class 12 contains 101765 members 
Mstep: Class 13 contains 45329 members 
Mstep: Class 14 contains 256012 members 
Mstep: Class 15 contains 74372 members 
Mstep: Class 16 contains 15237 members 
Mstep: Class 17 contains 49144 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6471 members 
Mstep: Class 20 contains 36844 members 
Mstep: Class 21 contains 4629 members 
Mstep: Class 22 contains 5825 members 
Mstep: Class 23 contains 5096 members 
Mstep: Class 24 contains 10395 members 
Mstep: Class 25 contains 5746 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7461 members 
Mstep: Class 28 contains 5609 members 
Mstep: Class 29 contains 19606 members 
Mstep: Class 30 contains 1534 members 
Mstep: Class 31 contains 13594 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700432.000000 Penalty: 114993.804688
Iteration 137Q: 34 clusters Score -1.577004e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 23257 members 
Mstep: Class 3 contains 8767 members 
Mstep: Class 4 contains 15780 members 
Mstep: Class 5 contains 160686 members 
Mstep: Class 6 contains 101619 members 
Mstep: Class 7 contains 30318 members 
Mstep: Class 8 contains 168683 members 
Mstep: Class 9 contains 7209 members 
Mstep: Class 10 contains 14003 members 
Mstep: Class 11 contains 45973 members 
Mstep: Class 12 contains 101815 members 
Mstep: Class 13 contains 45296 members 
Mstep: Class 14 contains 256007 members 
Mstep: Class 15 contains 74354 members 
Mstep: Class 16 contains 15255 members 
Mstep: Class 17 contains 49153 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 36838 members 
Mstep: Class 21 contains 4629 members 
Mstep: Class 22 contains 5837 members 
Mstep: Class 23 contains 5103 members 
Mstep: Class 24 contains 10403 members 
Mstep: Class 25 contains 5749 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7480 members 
Mstep: Class 28 contains 5611 members 
Mstep: Class 29 contains 19848 members 
Mstep: Class 30 contains 1535 members 
Mstep: Class 31 contains 13592 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700352.000000 Penalty: 114993.804688
Iteration 138Q: 34 clusters Score -1.577004e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 23238 members 
Mstep: Class 3 contains 8766 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 5 contains 160500 members 
Mstep: Class 6 contains 101617 members 
Mstep: Class 7 contains 30327 members 
Mstep: Class 8 contains 168651 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 13988 members 
Mstep: Class 11 contains 45975 members 
Mstep: Class 12 contains 101863 members 
Mstep: Class 13 contains 45259 members 
Mstep: Class 14 contains 255978 members 
Mstep: Class 15 contains 74342 members 
Mstep: Class 16 contains 15265 members 
Mstep: Class 17 contains 49167 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 36828 members 
Mstep: Class 21 contains 4629 members 
Mstep: Class 22 contains 5841 members 
Mstep: Class 23 contains 5109 members 
Mstep: Class 24 contains 10412 members 
Mstep: Class 25 contains 5752 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7502 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 20067 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13584 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700688.000000 Penalty: 114993.804688
Iteration 139Q: 34 clusters Score -1.577007e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 23209 members 
Mstep: Class 3 contains 8768 members 
Mstep: Class 4 contains 15765 members 
Mstep: Class 5 contains 160284 members 
Mstep: Class 6 contains 101617 members 
Mstep: Class 7 contains 30328 members 
Mstep: Class 8 contains 168608 members 
Mstep: Class 9 contains 7235 members 
Mstep: Class 10 contains 13982 members 
Mstep: Class 11 contains 45977 members 
Mstep: Class 12 contains 101920 members 
Mstep: Class 13 contains 45225 members 
Mstep: Class 14 contains 255988 members 
Mstep: Class 15 contains 74337 members 
Mstep: Class 16 contains 15278 members 
Mstep: Class 17 contains 49175 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 36808 members 
Mstep: Class 21 contains 4629 members 
Mstep: Class 22 contains 5843 members 
Mstep: Class 23 contains 5113 members 
Mstep: Class 24 contains 10421 members 
Mstep: Class 25 contains 5753 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 20294 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13580 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700640.000000 Penalty: 114993.804688
Iteration 140F: 34 clusters Score -1.577006e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 23194 members 
Mstep: Class 3 contains 8770 members 
Mstep: Class 4 contains 15759 members 
Mstep: Class 5 contains 160068 members 
Mstep: Class 6 contains 101621 members 
Mstep: Class 7 contains 30324 members 
Mstep: Class 8 contains 168584 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 13969 members 
Mstep: Class 11 contains 45969 members 
Mstep: Class 12 contains 101975 members 
Mstep: Class 13 contains 45192 members 
Mstep: Class 14 contains 255979 members 
Mstep: Class 15 contains 74319 members 
Mstep: Class 16 contains 15290 members 
Mstep: Class 17 contains 49191 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 36793 members 
Mstep: Class 21 contains 4630 members 
Mstep: Class 22 contains 5844 members 
Mstep: Class 23 contains 5112 members 
Mstep: Class 24 contains 10427 members 
Mstep: Class 25 contains 5758 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7544 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 20522 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13583 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700736.000000 Penalty: 114993.804688
Iteration 141Q: 34 clusters Score -1.577007e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 23173 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 15756 members 
Mstep: Class 5 contains 159873 members 
Mstep: Class 6 contains 101627 members 
Mstep: Class 7 contains 30322 members 
Mstep: Class 8 contains 168586 members 
Mstep: Class 9 contains 7255 members 
Mstep: Class 10 contains 13964 members 
Mstep: Class 11 contains 45964 members 
Mstep: Class 12 contains 102042 members 
Mstep: Class 13 contains 45151 members 
Mstep: Class 14 contains 255913 members 
Mstep: Class 15 contains 74294 members 
Mstep: Class 16 contains 15303 members 
Mstep: Class 17 contains 49204 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 36778 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 5846 members 
Mstep: Class 23 contains 5111 members 
Mstep: Class 24 contains 10444 members 
Mstep: Class 25 contains 5760 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7567 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 20750 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13584 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701040.000000 Penalty: 114993.804688
Iteration 142Q: 34 clusters Score -1.57701e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 23144 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 15749 members 
Mstep: Class 5 contains 159691 members 
Mstep: Class 6 contains 101625 members 
Mstep: Class 7 contains 30324 members 
Mstep: Class 8 contains 168554 members 
Mstep: Class 9 contains 7260 members 
Mstep: Class 10 contains 13955 members 
Mstep: Class 11 contains 45956 members 
Mstep: Class 12 contains 102107 members 
Mstep: Class 13 contains 45102 members 
Mstep: Class 14 contains 255888 members 
Mstep: Class 15 contains 74275 members 
Mstep: Class 16 contains 15314 members 
Mstep: Class 17 contains 49220 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6494 members 
Mstep: Class 20 contains 36764 members 
Mstep: Class 21 contains 4635 members 
Mstep: Class 22 contains 5850 members 
Mstep: Class 23 contains 5115 members 
Mstep: Class 24 contains 10449 members 
Mstep: Class 25 contains 5763 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7592 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 20985 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13586 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701312.000000 Penalty: 114993.804688
Iteration 143Q: 34 clusters Score -1.577013e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 23106 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 15744 members 
Mstep: Class 5 contains 159458 members 
Mstep: Class 6 contains 101629 members 
Mstep: Class 7 contains 30322 members 
Mstep: Class 8 contains 168526 members 
Mstep: Class 9 contains 7270 members 
Mstep: Class 10 contains 13940 members 
Mstep: Class 11 contains 45955 members 
Mstep: Class 12 contains 102172 members 
Mstep: Class 13 contains 45064 members 
Mstep: Class 14 contains 255865 members 
Mstep: Class 15 contains 74256 members 
Mstep: Class 16 contains 15323 members 
Mstep: Class 17 contains 49230 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6496 members 
Mstep: Class 20 contains 36760 members 
Mstep: Class 21 contains 4637 members 
Mstep: Class 22 contains 5854 members 
Mstep: Class 23 contains 5118 members 
Mstep: Class 24 contains 10459 members 
Mstep: Class 25 contains 5765 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7611 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 21249 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13588 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701280.000000 Penalty: 114993.804688
Iteration 144Q: 34 clusters Score -1.577013e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 23076 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 159207 members 
Mstep: Class 6 contains 101634 members 
Mstep: Class 7 contains 30320 members 
Mstep: Class 8 contains 168493 members 
Mstep: Class 9 contains 7277 members 
Mstep: Class 10 contains 13931 members 
Mstep: Class 11 contains 45946 members 
Mstep: Class 12 contains 102244 members 
Mstep: Class 13 contains 45041 members 
Mstep: Class 14 contains 255852 members 
Mstep: Class 15 contains 74233 members 
Mstep: Class 16 contains 15336 members 
Mstep: Class 17 contains 49241 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6497 members 
Mstep: Class 20 contains 36745 members 
Mstep: Class 21 contains 4639 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 5118 members 
Mstep: Class 24 contains 10466 members 
Mstep: Class 25 contains 5766 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7628 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 21525 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13593 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701696.000000 Penalty: 114993.804688
Iteration 145Q: 34 clusters Score -1.577017e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 23050 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 15730 members 
Mstep: Class 5 contains 158969 members 
Mstep: Class 6 contains 101637 members 
Mstep: Class 7 contains 30323 members 
Mstep: Class 8 contains 168463 members 
Mstep: Class 9 contains 7285 members 
Mstep: Class 10 contains 13925 members 
Mstep: Class 11 contains 45937 members 
Mstep: Class 12 contains 102322 members 
Mstep: Class 13 contains 45019 members 
Mstep: Class 14 contains 255837 members 
Mstep: Class 15 contains 74207 members 
Mstep: Class 16 contains 15338 members 
Mstep: Class 17 contains 49245 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6498 members 
Mstep: Class 20 contains 36738 members 
Mstep: Class 21 contains 4641 members 
Mstep: Class 22 contains 5863 members 
Mstep: Class 23 contains 5118 members 
Mstep: Class 24 contains 10466 members 
Mstep: Class 25 contains 5766 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7643 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 21785 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13597 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701904.000000 Penalty: 114993.804688
Iteration 146Q: 34 clusters Score -1.577019e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 23017 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 15727 members 
Mstep: Class 5 contains 158729 members 
Mstep: Class 6 contains 101638 members 
Mstep: Class 7 contains 30329 members 
Mstep: Class 8 contains 168430 members 
Mstep: Class 9 contains 7297 members 
Mstep: Class 10 contains 13920 members 
Mstep: Class 11 contains 45935 members 
Mstep: Class 12 contains 102395 members 
Mstep: Class 13 contains 44996 members 
Mstep: Class 14 contains 255847 members 
Mstep: Class 15 contains 74184 members 
Mstep: Class 16 contains 15333 members 
Mstep: Class 17 contains 49246 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6500 members 
Mstep: Class 20 contains 36723 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 5118 members 
Mstep: Class 24 contains 10472 members 
Mstep: Class 25 contains 5768 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7657 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 22029 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13605 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702016.000000 Penalty: 114993.804688
Iteration 147Q: 34 clusters Score -1.57702e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 22987 members 
Mstep: Class 3 contains 8787 members 
Mstep: Class 4 contains 15724 members 
Mstep: Class 5 contains 158485 members 
Mstep: Class 6 contains 101636 members 
Mstep: Class 7 contains 30334 members 
Mstep: Class 8 contains 168393 members 
Mstep: Class 9 contains 7311 members 
Mstep: Class 10 contains 13913 members 
Mstep: Class 11 contains 45925 members 
Mstep: Class 12 contains 102443 members 
Mstep: Class 13 contains 44977 members 
Mstep: Class 14 contains 255866 members 
Mstep: Class 15 contains 74154 members 
Mstep: Class 16 contains 15336 members 
Mstep: Class 17 contains 49259 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6503 members 
Mstep: Class 20 contains 36712 members 
Mstep: Class 21 contains 4644 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 5121 members 
Mstep: Class 24 contains 10475 members 
Mstep: Class 25 contains 5767 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7670 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 22293 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13616 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701952.000000 Penalty: 114993.804688
Iteration 148Q: 34 clusters Score -1.57702e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 22959 members 
Mstep: Class 3 contains 8788 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 158248 members 
Mstep: Class 6 contains 101637 members 
Mstep: Class 7 contains 30338 members 
Mstep: Class 8 contains 168376 members 
Mstep: Class 9 contains 7313 members 
Mstep: Class 10 contains 13911 members 
Mstep: Class 11 contains 45917 members 
Mstep: Class 12 contains 102487 members 
Mstep: Class 13 contains 44958 members 
Mstep: Class 14 contains 255861 members 
Mstep: Class 15 contains 74132 members 
Mstep: Class 16 contains 15330 members 
Mstep: Class 17 contains 49264 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36702 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 5874 members 
Mstep: Class 23 contains 5121 members 
Mstep: Class 24 contains 10476 members 
Mstep: Class 25 contains 5767 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7683 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 22573 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13622 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702000.000000 Penalty: 114993.804688
Iteration 149Q: 34 clusters Score -1.57702e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 22915 members 
Mstep: Class 3 contains 8788 members 
Mstep: Class 4 contains 15723 members 
Mstep: Class 5 contains 157991 members 
Mstep: Class 6 contains 101635 members 
Mstep: Class 7 contains 30340 members 
Mstep: Class 8 contains 168393 members 
Mstep: Class 9 contains 7321 members 
Mstep: Class 10 contains 13910 members 
Mstep: Class 11 contains 45904 members 
Mstep: Class 12 contains 102540 members 
Mstep: Class 13 contains 44948 members 
Mstep: Class 14 contains 255855 members 
Mstep: Class 15 contains 74105 members 
Mstep: Class 16 contains 15331 members 
Mstep: Class 17 contains 49265 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36693 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 5875 members 
Mstep: Class 23 contains 5122 members 
Mstep: Class 24 contains 10473 members 
Mstep: Class 25 contains 5768 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7696 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 22849 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13629 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702160.000000 Penalty: 114993.804688
Iteration 150Q: 34 clusters Score -1.577022e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 22876 members 
Mstep: Class 3 contains 8782 members 
Mstep: Class 4 contains 15720 members 
Mstep: Class 5 contains 157742 members 
Mstep: Class 6 contains 101636 members 
Mstep: Class 7 contains 30336 members 
Mstep: Class 8 contains 168397 members 
Mstep: Class 9 contains 7330 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 45898 members 
Mstep: Class 12 contains 102592 members 
Mstep: Class 13 contains 44948 members 
Mstep: Class 14 contains 255849 members 
Mstep: Class 15 contains 74084 members 
Mstep: Class 16 contains 15327 members 
Mstep: Class 17 contains 49266 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36681 members 
Mstep: Class 21 contains 4642 members 
Mstep: Class 22 contains 5875 members 
Mstep: Class 23 contains 5124 members 
Mstep: Class 24 contains 10473 members 
Mstep: Class 25 contains 5768 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7707 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 23124 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13633 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702352.000000 Penalty: 114993.804688
Iteration 151Q: 34 clusters Score -1.577024e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 22853 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 15718 members 
Mstep: Class 5 contains 157495 members 
Mstep: Class 6 contains 101637 members 
Mstep: Class 7 contains 30337 members 
Mstep: Class 8 contains 168415 members 
Mstep: Class 9 contains 7333 members 
Mstep: Class 10 contains 13907 members 
Mstep: Class 11 contains 45892 members 
Mstep: Class 12 contains 102636 members 
Mstep: Class 13 contains 44944 members 
Mstep: Class 14 contains 255805 members 
Mstep: Class 15 contains 74060 members 
Mstep: Class 16 contains 15329 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36664 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 5875 members 
Mstep: Class 23 contains 5126 members 
Mstep: Class 24 contains 10478 members 
Mstep: Class 25 contains 5768 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7724 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 23400 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13636 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702480.000000 Penalty: 114993.804688
Iteration 152Q: 34 clusters Score -1.577025e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 22823 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 15714 members 
Mstep: Class 5 contains 157267 members 
Mstep: Class 6 contains 101641 members 
Mstep: Class 7 contains 30337 members 
Mstep: Class 8 contains 168418 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 13905 members 
Mstep: Class 11 contains 45882 members 
Mstep: Class 12 contains 102690 members 
Mstep: Class 13 contains 44944 members 
Mstep: Class 14 contains 255759 members 
Mstep: Class 15 contains 74047 members 
Mstep: Class 16 contains 15327 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36655 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 5874 members 
Mstep: Class 23 contains 5127 members 
Mstep: Class 24 contains 10481 members 
Mstep: Class 25 contains 5769 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7738 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 23671 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13637 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702576.000000 Penalty: 114993.804688
Iteration 153Q: 34 clusters Score -1.577026e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 22787 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 15713 members 
Mstep: Class 5 contains 157025 members 
Mstep: Class 6 contains 101643 members 
Mstep: Class 7 contains 30341 members 
Mstep: Class 8 contains 168408 members 
Mstep: Class 9 contains 7343 members 
Mstep: Class 10 contains 13900 members 
Mstep: Class 11 contains 45871 members 
Mstep: Class 12 contains 102736 members 
Mstep: Class 13 contains 44968 members 
Mstep: Class 14 contains 255745 members 
Mstep: Class 15 contains 74027 members 
Mstep: Class 16 contains 15337 members 
Mstep: Class 17 contains 49269 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 36643 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 5873 members 
Mstep: Class 23 contains 5128 members 
Mstep: Class 24 contains 10486 members 
Mstep: Class 25 contains 5771 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7741 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 23931 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13638 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702912.000000 Penalty: 114993.804688
Iteration 154Q: 34 clusters Score -1.577029e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 22751 members 
Mstep: Class 3 contains 8771 members 
Mstep: Class 4 contains 15711 members 
Mstep: Class 5 contains 156791 members 
Mstep: Class 6 contains 101643 members 
Mstep: Class 7 contains 30345 members 
Mstep: Class 8 contains 168399 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 13898 members 
Mstep: Class 11 contains 45855 members 
Mstep: Class 12 contains 102772 members 
Mstep: Class 13 contains 44987 members 
Mstep: Class 14 contains 255729 members 
Mstep: Class 15 contains 74006 members 
Mstep: Class 16 contains 15351 members 
Mstep: Class 17 contains 49272 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 36632 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 5877 members 
Mstep: Class 23 contains 5131 members 
Mstep: Class 24 contains 10486 members 
Mstep: Class 25 contains 5771 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7749 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 24200 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13637 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702768.000000 Penalty: 114993.804688
Iteration 155Q: 34 clusters Score -1.577028e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 22714 members 
Mstep: Class 3 contains 8765 members 
Mstep: Class 4 contains 15709 members 
Mstep: Class 5 contains 156568 members 
Mstep: Class 6 contains 101641 members 
Mstep: Class 7 contains 30348 members 
Mstep: Class 8 contains 168396 members 
Mstep: Class 9 contains 7344 members 
Mstep: Class 10 contains 13900 members 
Mstep: Class 11 contains 45848 members 
Mstep: Class 12 contains 102816 members 
Mstep: Class 13 contains 44989 members 
Mstep: Class 14 contains 255691 members 
Mstep: Class 15 contains 73993 members 
Mstep: Class 16 contains 15357 members 
Mstep: Class 17 contains 49275 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 36627 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 5878 members 
Mstep: Class 23 contains 5134 members 
Mstep: Class 24 contains 10490 members 
Mstep: Class 25 contains 5771 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7753 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 24468 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13639 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702592.000000 Penalty: 114993.804688
Iteration 156Q: 34 clusters Score -1.577026e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 22677 members 
Mstep: Class 3 contains 8763 members 
Mstep: Class 4 contains 15706 members 
Mstep: Class 5 contains 156322 members 
Mstep: Class 6 contains 101640 members 
Mstep: Class 7 contains 30351 members 
Mstep: Class 8 contains 168412 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 13902 members 
Mstep: Class 11 contains 45845 members 
Mstep: Class 12 contains 102874 members 
Mstep: Class 13 contains 44997 members 
Mstep: Class 14 contains 255663 members 
Mstep: Class 15 contains 73968 members 
Mstep: Class 16 contains 15365 members 
Mstep: Class 17 contains 49274 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36620 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 5877 members 
Mstep: Class 23 contains 5135 members 
Mstep: Class 24 contains 10491 members 
Mstep: Class 25 contains 5772 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7757 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 24719 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13643 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702720.000000 Penalty: 114993.804688
Iteration 157Q: 34 clusters Score -1.577027e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 22638 members 
Mstep: Class 3 contains 8766 members 
Mstep: Class 4 contains 15704 members 
Mstep: Class 5 contains 156073 members 
Mstep: Class 6 contains 101640 members 
Mstep: Class 7 contains 30349 members 
Mstep: Class 8 contains 168421 members 
Mstep: Class 9 contains 7359 members 
Mstep: Class 10 contains 13902 members 
Mstep: Class 11 contains 45839 members 
Mstep: Class 12 contains 102929 members 
Mstep: Class 13 contains 44982 members 
Mstep: Class 14 contains 255644 members 
Mstep: Class 15 contains 73948 members 
Mstep: Class 16 contains 15377 members 
Mstep: Class 17 contains 49273 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36619 members 
Mstep: Class 21 contains 4644 members 
Mstep: Class 22 contains 5883 members 
Mstep: Class 23 contains 5136 members 
Mstep: Class 24 contains 10492 members 
Mstep: Class 25 contains 5774 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7763 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 24973 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13649 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702768.000000 Penalty: 114993.804688
Iteration 158Q: 34 clusters Score -1.577028e+08 nChanged 663
Entering ConstructFrom: 
Score: -157702768.000000 Penalty: 114993.804688
Entering ConstructFrom: 
Trying to split cluster 1 (19570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Entering Unmasked Estep 
Score: -2504792.500000 Penalty: 2450.674805
	Iteration 0F: 2 clusters Score -2504792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2491047.750000 Penalty: 4901.349609
	Iteration 0F: 3 clusters Score -2491048 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2495535.750000 Penalty: 4901.349609
	Iteration 1F: 3 clusters Score -2495536 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2495912.250000 Penalty: 4901.349609
	Iteration 2F: 3 clusters Score -2495912 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2496289.250000 Penalty: 4901.349609
	Iteration 3Q: 3 clusters Score -2496289 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2496687.750000 Penalty: 4901.349609
	Iteration 4Q: 3 clusters Score -2496688 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2497245.000000 Penalty: 4901.349609
	Iteration 5F: 3 clusters Score -2497245 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2498013.500000 Penalty: 4901.349609
	Iteration 6F: 3 clusters Score -2498014 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2498878.000000 Penalty: 4901.349609
	Iteration 7F: 3 clusters Score -2498878 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2499734.000000 Penalty: 4901.349609
	Iteration 8F: 3 clusters Score -2499734 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2500513.750000 Penalty: 4901.349609
	Iteration 9F: 3 clusters Score -2500514 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2501127.000000 Penalty: 4901.349609
	Iteration 10Q: 3 clusters Score -2501127 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2501543.250000 Penalty: 4901.349609
	Iteration 11Q: 3 clusters Score -2501543 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2501823.000000 Penalty: 4901.349609
	Iteration 12Q: 3 clusters Score -2501823 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2502020.500000 Penalty: 4901.349609
	Iteration 13Q: 3 clusters Score -2502020 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2502154.250000 Penalty: 4901.349609
	Iteration 14Q: 3 clusters Score -2502154 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2502243.250000 Penalty: 4901.349609
	Iteration 15Q: 3 clusters Score -2502243 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2502333.500000 Penalty: 4901.349609
	Iteration 16Q: 3 clusters Score -2502334 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2502405.500000 Penalty: 4901.349609
	Iteration 17Q: 3 clusters Score -2502406 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2502484.750000 Penalty: 4901.349609
	Iteration 18Q: 3 clusters Score -2502485 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2502603.000000 Penalty: 4901.349609
	Iteration 19Q: 3 clusters Score -2502603 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2502732.250000 Penalty: 4901.349609
	Iteration 20F: 3 clusters Score -2502732 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2502821.500000 Penalty: 4901.349609
	Iteration 21Q: 3 clusters Score -2502822 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2502889.750000 Penalty: 4901.349609
	Iteration 22Q: 3 clusters Score -2502890 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2502935.000000 Penalty: 4901.349609
	Iteration 23Q: 3 clusters Score -2502935 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2502972.000000 Penalty: 4901.349609
	Iteration 24Q: 3 clusters Score -2502972 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2502999.250000 Penalty: 4901.349609
	Iteration 25Q: 3 clusters Score -2502999 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2503040.250000 Penalty: 4901.349609
	Iteration 26Q: 3 clusters Score -2503040 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2503051.250000 Penalty: 4901.349609
	Iteration 27Q: 3 clusters Score -2503051 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2503068.750000 Penalty: 4901.349609
	Iteration 28Q: 3 clusters Score -2503069 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2503076.500000 Penalty: 4901.349609
	Iteration 29Q: 3 clusters Score -2503076 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2503098.250000 Penalty: 4901.349609
	Iteration 30Q: 3 clusters Score -2503098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2503111.000000 Penalty: 4901.349609
	Iteration 31Q: 3 clusters Score -2503111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2503122.750000 Penalty: 4901.349609
	Iteration 32Q: 3 clusters Score -2503123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2503124.500000 Penalty: 4901.349609
	Iteration 33Q: 3 clusters Score -2503124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2503131.750000 Penalty: 4901.349609
	Iteration 34Q: 3 clusters Score -2503132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2503142.250000 Penalty: 4901.349609
	Iteration 35Q: 3 clusters Score -2503142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2503147.000000 Penalty: 4901.349609
	Iteration 36Q: 3 clusters Score -2503147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2503153.000000 Penalty: 4901.349609
	Iteration 37Q: 3 clusters Score -2503153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2503157.250000 Penalty: 4901.349609
	Iteration 38Q: 3 clusters Score -2503157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2503163.500000 Penalty: 4901.349609
	Iteration 39Q: 3 clusters Score -2503164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2503167.750000 Penalty: 4901.349609
	Iteration 40F: 3 clusters Score -2503168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2503170.750000 Penalty: 4901.349609
	Iteration 41Q: 3 clusters Score -2503171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2503172.250000 Penalty: 4901.349609
	Iteration 42Q: 3 clusters Score -2503172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2503174.750000 Penalty: 4901.349609
	Iteration 43Q: 3 clusters Score -2503175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2503174.500000 Penalty: 4901.349609
	Iteration 44Q: 3 clusters Score -2503174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2503176.000000 Penalty: 4901.349609
	Iteration 45Q: 3 clusters Score -2503176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2503176.000000 Penalty: 4901.349609
	Iteration 46F: 3 clusters Score -2503176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Entering Unmasked Estep 
Score: -2935542.000000 Penalty: 2486.375000
	Iteration 0F: 2 clusters Score -2935542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2919676.500000 Penalty: 4972.750000
	Iteration 0F: 3 clusters Score -2919676 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2925184.250000 Penalty: 4972.750000
	Iteration 1F: 3 clusters Score -2925184 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2925652.250000 Penalty: 4972.750000
	Iteration 2F: 3 clusters Score -2925652 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2926139.750000 Penalty: 4972.750000
	Iteration 3Q: 3 clusters Score -2926140 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2926722.250000 Penalty: 4972.750000
	Iteration 4F: 3 clusters Score -2926722 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2927555.250000 Penalty: 4972.750000
	Iteration 5F: 3 clusters Score -2927555 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2928659.000000 Penalty: 4972.750000
	Iteration 6F: 3 clusters Score -2928659 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2930025.000000 Penalty: 4972.750000
	Iteration 7F: 3 clusters Score -2930025 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2931329.500000 Penalty: 4972.750000
	Iteration 8F: 3 clusters Score -2931330 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2932300.750000 Penalty: 4972.750000
	Iteration 9Q: 3 clusters Score -2932301 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2932812.500000 Penalty: 4972.750000
	Iteration 10Q: 3 clusters Score -2932812 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2933037.500000 Penalty: 4972.750000
	Iteration 11Q: 3 clusters Score -2933038 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2933179.750000 Penalty: 4972.750000
	Iteration 12Q: 3 clusters Score -2933180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2933264.500000 Penalty: 4972.750000
	Iteration 13Q: 3 clusters Score -2933264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2933300.750000 Penalty: 4972.750000
	Iteration 14Q: 3 clusters Score -2933301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2933319.000000 Penalty: 4972.750000
	Iteration 15Q: 3 clusters Score -2933319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2933334.750000 Penalty: 4972.750000
	Iteration 16Q: 3 clusters Score -2933335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2933344.750000 Penalty: 4972.750000
	Iteration 17Q: 3 clusters Score -2933345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2933352.750000 Penalty: 4972.750000
	Iteration 18Q: 3 clusters Score -2933353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2933358.250000 Penalty: 4972.750000
	Iteration 19Q: 3 clusters Score -2933358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2933363.500000 Penalty: 4972.750000
	Iteration 20F: 3 clusters Score -2933364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2933366.500000 Penalty: 4972.750000
	Iteration 21Q: 3 clusters Score -2933366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2933368.000000 Penalty: 4972.750000
	Iteration 22Q: 3 clusters Score -2933368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2933366.750000 Penalty: 4972.750000
	Iteration 23Q: 3 clusters Score -2933367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2933366.750000 Penalty: 4972.750000
	Iteration 24F: 3 clusters Score -2933367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Entering Unmasked Estep 
Score: -1056429.500000 Penalty: 2251.388428
	Iteration 0F: 2 clusters Score -1056430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1049592.500000 Penalty: 4502.776855
	Iteration 0F: 3 clusters Score -1049592 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1051543.750000 Penalty: 4502.776855
	Iteration 1F: 3 clusters Score -1051544 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1052017.375000 Penalty: 4502.776855
	Iteration 2F: 3 clusters Score -1052017 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1052454.125000 Penalty: 4502.776855
	Iteration 3F: 3 clusters Score -1052454 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1052831.375000 Penalty: 4502.776855
	Iteration 4F: 3 clusters Score -1052831 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1053221.000000 Penalty: 4502.776855
	Iteration 5F: 3 clusters Score -1053221 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1053636.625000 Penalty: 4502.776855
	Iteration 6F: 3 clusters Score -1053637 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1054002.250000 Penalty: 4502.776855
	Iteration 7Q: 3 clusters Score -1054002 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1054300.625000 Penalty: 4502.776855
	Iteration 8Q: 3 clusters Score -1054301 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1054520.125000 Penalty: 4502.776855
	Iteration 9Q: 3 clusters Score -1054520 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1054666.500000 Penalty: 4502.776855
	Iteration 10Q: 3 clusters Score -1054666 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1054760.875000 Penalty: 4502.776855
	Iteration 11Q: 3 clusters Score -1054761 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1054829.375000 Penalty: 4502.776855
	Iteration 12Q: 3 clusters Score -1054829 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1054870.375000 Penalty: 4502.776855
	Iteration 13Q: 3 clusters Score -1054870 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1054909.000000 Penalty: 4502.776855
	Iteration 14Q: 3 clusters Score -1054909 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1054948.375000 Penalty: 4502.776855
	Iteration 15Q: 3 clusters Score -1054948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1054974.875000 Penalty: 4502.776855
	Iteration 16Q: 3 clusters Score -1054975 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1054995.375000 Penalty: 4502.776855
	Iteration 17Q: 3 clusters Score -1054995 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1055008.375000 Penalty: 4502.776855
	Iteration 18Q: 3 clusters Score -1055008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1055020.125000 Penalty: 4502.776855
	Iteration 19Q: 3 clusters Score -1055020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1055031.625000 Penalty: 4502.776855
	Iteration 20F: 3 clusters Score -1055032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1055040.250000 Penalty: 4502.776855
	Iteration 21Q: 3 clusters Score -1055040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1055045.000000 Penalty: 4502.776855
	Iteration 22Q: 3 clusters Score -1055045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1055054.875000 Penalty: 4502.776855
	Iteration 23Q: 3 clusters Score -1055055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1055060.750000 Penalty: 4502.776855
	Iteration 24Q: 3 clusters Score -1055061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1055064.000000 Penalty: 4502.776855
	Iteration 25Q: 3 clusters Score -1055064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1055067.125000 Penalty: 4502.776855
	Iteration 26Q: 3 clusters Score -1055067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1055072.000000 Penalty: 4502.776855
	Iteration 27Q: 3 clusters Score -1055072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1055076.500000 Penalty: 4502.776855
	Iteration 28Q: 3 clusters Score -1055076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1055079.875000 Penalty: 4502.776855
	Iteration 29Q: 3 clusters Score -1055080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1055088.250000 Penalty: 4502.776855
	Iteration 30Q: 3 clusters Score -1055088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1055091.500000 Penalty: 4502.776855
	Iteration 31Q: 3 clusters Score -1055092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1055101.125000 Penalty: 4502.776855
	Iteration 32Q: 3 clusters Score -1055101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1055108.625000 Penalty: 4502.776855
	Iteration 33Q: 3 clusters Score -1055109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1055116.500000 Penalty: 4502.776855
	Iteration 34Q: 3 clusters Score -1055116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1055124.750000 Penalty: 4502.776855
	Iteration 35Q: 3 clusters Score -1055125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1055132.375000 Penalty: 4502.776855
	Iteration 36Q: 3 clusters Score -1055132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1055146.625000 Penalty: 4502.776855
	Iteration 37Q: 3 clusters Score -1055147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1055151.625000 Penalty: 4502.776855
	Iteration 38Q: 3 clusters Score -1055152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1055160.750000 Penalty: 4502.776855
	Iteration 39Q: 3 clusters Score -1055161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1055166.125000 Penalty: 4502.776855
	Iteration 40F: 3 clusters Score -1055166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1055173.250000 Penalty: 4502.776855
	Iteration 41Q: 3 clusters Score -1055173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1055181.500000 Penalty: 4502.776855
	Iteration 42Q: 3 clusters Score -1055182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1055184.500000 Penalty: 4502.776855
	Iteration 43Q: 3 clusters Score -1055184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1055192.250000 Penalty: 4502.776855
	Iteration 44Q: 3 clusters Score -1055192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1055195.500000 Penalty: 4502.776855
	Iteration 45Q: 3 clusters Score -1055196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1055199.875000 Penalty: 4502.776855
	Iteration 46Q: 3 clusters Score -1055200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1055200.500000 Penalty: 4502.776855
	Iteration 47Q: 3 clusters Score -1055200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1055201.000000 Penalty: 4502.776855
	Iteration 48Q: 3 clusters Score -1055201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1055201.000000 Penalty: 4502.776855
	Iteration 49Q: 3 clusters Score -1055201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1055205.000000 Penalty: 4502.776855
	Iteration 50Q: 3 clusters Score -1055205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1055206.500000 Penalty: 4502.776855
	Iteration 51Q: 3 clusters Score -1055206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1055209.750000 Penalty: 4502.776855
	Iteration 52Q: 3 clusters Score -1055210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1055209.750000 Penalty: 4502.776855
	Iteration 53Q: 3 clusters Score -1055210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1055209.750000 Penalty: 4502.776855
	Iteration 54F: 3 clusters Score -1055210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Entering Unmasked Estep 
Score: -1969569.625000 Penalty: 2396.078369
	Iteration 0F: 2 clusters Score -1969570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1958265.500000 Penalty: 4792.156738
	Iteration 0F: 3 clusters Score -1958266 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1961934.750000 Penalty: 4792.156738
	Iteration 1F: 3 clusters Score -1961935 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1962344.500000 Penalty: 4792.156738
	Iteration 2F: 3 clusters Score -1962344 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1962734.500000 Penalty: 4792.156738
	Iteration 3F: 3 clusters Score -1962734 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1963160.875000 Penalty: 4792.156738
	Iteration 4F: 3 clusters Score -1963161 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1963689.000000 Penalty: 4792.156738
	Iteration 5F: 3 clusters Score -1963689 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1964296.000000 Penalty: 4792.156738
	Iteration 6F: 3 clusters Score -1964296 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1964865.375000 Penalty: 4792.156738
	Iteration 7F: 3 clusters Score -1964865 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1965415.875000 Penalty: 4792.156738
	Iteration 8F: 3 clusters Score -1965416 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1965915.125000 Penalty: 4792.156738
	Iteration 9Q: 3 clusters Score -1965915 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1966312.625000 Penalty: 4792.156738
	Iteration 10Q: 3 clusters Score -1966313 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1966661.000000 Penalty: 4792.156738
	Iteration 11Q: 3 clusters Score -1966661 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1966956.375000 Penalty: 4792.156738
	Iteration 12Q: 3 clusters Score -1966956 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1967162.500000 Penalty: 4792.156738
	Iteration 13Q: 3 clusters Score -1967162 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1967328.625000 Penalty: 4792.156738
	Iteration 14Q: 3 clusters Score -1967329 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1967428.000000 Penalty: 4792.156738
	Iteration 15Q: 3 clusters Score -1967428 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1967494.625000 Penalty: 4792.156738
	Iteration 16Q: 3 clusters Score -1967495 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1967530.750000 Penalty: 4792.156738
	Iteration 17Q: 3 clusters Score -1967531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1967562.000000 Penalty: 4792.156738
	Iteration 18Q: 3 clusters Score -1967562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1967571.500000 Penalty: 4792.156738
	Iteration 19Q: 3 clusters Score -1967572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1967588.750000 Penalty: 4792.156738
	Iteration 20F: 3 clusters Score -1967589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1967601.000000 Penalty: 4792.156738
	Iteration 21Q: 3 clusters Score -1967601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1967612.250000 Penalty: 4792.156738
	Iteration 22Q: 3 clusters Score -1967612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1967615.250000 Penalty: 4792.156738
	Iteration 23Q: 3 clusters Score -1967615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1967617.250000 Penalty: 4792.156738
	Iteration 24Q: 3 clusters Score -1967617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1967622.500000 Penalty: 4792.156738
	Iteration 25Q: 3 clusters Score -1967622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1967635.875000 Penalty: 4792.156738
	Iteration 26Q: 3 clusters Score -1967636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1967647.250000 Penalty: 4792.156738
	Iteration 27Q: 3 clusters Score -1967647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1967658.375000 Penalty: 4792.156738
	Iteration 28Q: 3 clusters Score -1967658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1967668.125000 Penalty: 4792.156738
	Iteration 29Q: 3 clusters Score -1967668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1967672.500000 Penalty: 4792.156738
	Iteration 30Q: 3 clusters Score -1967672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1967673.875000 Penalty: 4792.156738
	Iteration 31Q: 3 clusters Score -1967674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1967676.500000 Penalty: 4792.156738
	Iteration 32Q: 3 clusters Score -1967676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1967676.125000 Penalty: 4792.156738
	Iteration 33Q: 3 clusters Score -1967676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1967676.125000 Penalty: 4792.156738
	Iteration 34Q: 3 clusters Score -1967676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1967676.125000 Penalty: 4792.156738
	Iteration 35F: 3 clusters Score -1967676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (155835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155835 members 
Entering Unmasked Estep 
Score: -19847398.000000 Penalty: 2965.225342
	Iteration 0F: 2 clusters Score -1.98474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 78172 members 
Entering Unmasked Estep 
Score: -19746892.000000 Penalty: 5930.450684
	Iteration 0F: 3 clusters Score -1.974689e+07 nChanged 74577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75384 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -19790256.000000 Penalty: 5930.450684
	Iteration 1F: 3 clusters Score -1.979026e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -19791682.000000 Penalty: 5930.450684
	Iteration 2Q: 3 clusters Score -1.979168e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -19793396.000000 Penalty: 5930.450684
	Iteration 3Q: 3 clusters Score -1.97934e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 85316 members 
Entering Unmasked Estep 
Score: -19795622.000000 Penalty: 5930.450684
	Iteration 4Q: 3 clusters Score -1.979562e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 88450 members 
Entering Unmasked Estep 
Score: -19799006.000000 Penalty: 5930.450684
	Iteration 5Q: 3 clusters Score -1.979901e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -19803580.000000 Penalty: 5930.450684
	Iteration 6F: 3 clusters Score -1.980358e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 98724 members 
Entering Unmasked Estep 
Score: -19808674.000000 Penalty: 5930.450684
	Iteration 7F: 3 clusters Score -1.980867e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 106134 members 
Entering Unmasked Estep 
Score: -19814704.000000 Penalty: 5930.450684
	Iteration 8F: 3 clusters Score -1.98147e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 114710 members 
Entering Unmasked Estep 
Score: -19821338.000000 Penalty: 5930.450684
	Iteration 9F: 3 clusters Score -1.982134e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 123657 members 
Entering Unmasked Estep 
Score: -19827566.000000 Penalty: 5930.450684
	Iteration 10F: 3 clusters Score -1.982757e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 132073 members 
Entering Unmasked Estep 
Score: -19833258.000000 Penalty: 5930.450684
	Iteration 11F: 3 clusters Score -1.983326e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 139167 members 
Entering Unmasked Estep 
Score: -19837636.000000 Penalty: 5930.450684
	Iteration 12Q: 3 clusters Score -1.983764e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 144491 members 
Entering Unmasked Estep 
Score: -19840646.000000 Penalty: 5930.450684
	Iteration 13Q: 3 clusters Score -1.984065e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 148132 members 
Entering Unmasked Estep 
Score: -19842482.000000 Penalty: 5930.450684
	Iteration 14Q: 3 clusters Score -1.984248e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 150468 members 
Entering Unmasked Estep 
Score: -19843490.000000 Penalty: 5930.450684
	Iteration 15Q: 3 clusters Score -1.984349e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 151928 members 
Entering Unmasked Estep 
Score: -19844152.000000 Penalty: 5930.450684
	Iteration 16Q: 3 clusters Score -1.984415e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 152818 members 
Entering Unmasked Estep 
Score: -19844494.000000 Penalty: 5930.450684
	Iteration 17Q: 3 clusters Score -1.984449e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 153370 members 
Entering Unmasked Estep 
Score: -19844690.000000 Penalty: 5930.450684
	Iteration 18Q: 3 clusters Score -1.984469e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 153723 members 
Entering Unmasked Estep 
Score: -19844806.000000 Penalty: 5930.450684
	Iteration 19Q: 3 clusters Score -1.984481e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 153958 members 
Entering Unmasked Estep 
Score: -19844876.000000 Penalty: 5930.450684
	Iteration 20F: 3 clusters Score -1.984488e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 154122 members 
Entering Unmasked Estep 
Score: -19844944.000000 Penalty: 5930.450684
	Iteration 21Q: 3 clusters Score -1.984494e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 154229 members 
Entering Unmasked Estep 
Score: -19845016.000000 Penalty: 5930.450684
	Iteration 22Q: 3 clusters Score -1.984502e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 154310 members 
Entering Unmasked Estep 
Score: -19845052.000000 Penalty: 5930.450684
	Iteration 23Q: 3 clusters Score -1.984505e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 154377 members 
Entering Unmasked Estep 
Score: -19845078.000000 Penalty: 5930.450684
	Iteration 24Q: 3 clusters Score -1.984508e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 154428 members 
Entering Unmasked Estep 
Score: -19845120.000000 Penalty: 5930.450684
	Iteration 25Q: 3 clusters Score -1.984512e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 154468 members 
Entering Unmasked Estep 
Score: -19845138.000000 Penalty: 5930.450684
	Iteration 26Q: 3 clusters Score -1.984514e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 154506 members 
Entering Unmasked Estep 
Score: -19845166.000000 Penalty: 5930.450684
	Iteration 27Q: 3 clusters Score -1.984517e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 154528 members 
Entering Unmasked Estep 
Score: -19845164.000000 Penalty: 5930.450684
	Iteration 28Q: 3 clusters Score -1.984516e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 154552 members 
Entering Unmasked Estep 
Score: -19845164.000000 Penalty: 5930.450684
	Iteration 29Q: 3 clusters Score -1.984516e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 154570 members 
Entering Unmasked Estep 
Score: -19845198.000000 Penalty: 5930.450684
	Iteration 30Q: 3 clusters Score -1.98452e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 154586 members 
Entering Unmasked Estep 
Score: -19845202.000000 Penalty: 5930.450684
	Iteration 31Q: 3 clusters Score -1.98452e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 154599 members 
Entering Unmasked Estep 
Score: -19845204.000000 Penalty: 5930.450684
	Iteration 32Q: 3 clusters Score -1.98452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 154613 members 
Entering Unmasked Estep 
Score: -19845222.000000 Penalty: 5930.450684
	Iteration 33Q: 3 clusters Score -1.984522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 154619 members 
Entering Unmasked Estep 
Score: -19845214.000000 Penalty: 5930.450684
	Iteration 34Q: 3 clusters Score -1.984521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 154631 members 
Entering Unmasked Estep 
Score: -19845214.000000 Penalty: 5930.450684
	Iteration 35Q: 3 clusters Score -1.984521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 154641 members 
Entering Unmasked Estep 
Score: -19845230.000000 Penalty: 5930.450684
	Iteration 36Q: 3 clusters Score -1.984523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 154648 members 
Entering Unmasked Estep 
Score: -19845226.000000 Penalty: 5930.450684
	Iteration 37Q: 3 clusters Score -1.984523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 154650 members 
Entering Unmasked Estep 
Score: -19845230.000000 Penalty: 5930.450684
	Iteration 38Q: 3 clusters Score -1.984523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 154657 members 
Entering Unmasked Estep 
Score: -19845226.000000 Penalty: 5930.450684
	Iteration 39Q: 3 clusters Score -1.984523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 154665 members 
Entering Unmasked Estep 
Score: -19845226.000000 Penalty: 5930.450684
	Iteration 40F: 3 clusters Score -1.984523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 154668 members 
Entering Unmasked Estep 
Score: -19845232.000000 Penalty: 5930.450684
	Iteration 41Q: 3 clusters Score -1.984523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 154675 members 
Entering Unmasked Estep 
Score: -19845254.000000 Penalty: 5930.450684
	Iteration 42Q: 3 clusters Score -1.984525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 154683 members 
Entering Unmasked Estep 
Score: -19845242.000000 Penalty: 5930.450684
	Iteration 43Q: 3 clusters Score -1.984524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 154687 members 
Entering Unmasked Estep 
Score: -19845242.000000 Penalty: 5930.450684
	Iteration 44Q: 3 clusters Score -1.984524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 154693 members 
Entering Unmasked Estep 
Score: -19845258.000000 Penalty: 5930.450684
	Iteration 45Q: 3 clusters Score -1.984526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -19845262.000000 Penalty: 5930.450684
	Iteration 46Q: 3 clusters Score -1.984526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 154698 members 
Entering Unmasked Estep 
Score: -19845250.000000 Penalty: 5930.450684
	Iteration 47Q: 3 clusters Score -1.984525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 154697 members 
Entering Unmasked Estep 
Score: -19845258.000000 Penalty: 5930.450684
	Iteration 48Q: 3 clusters Score -1.984526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 154699 members 
Entering Unmasked Estep 
Score: -19845258.000000 Penalty: 5930.450684
	Iteration 49Q: 3 clusters Score -1.984526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 154701 members 
Entering Unmasked Estep 
Score: -19845264.000000 Penalty: 5930.450684
	Iteration 50Q: 3 clusters Score -1.984526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 154702 members 
Entering Unmasked Estep 
Score: -19845276.000000 Penalty: 5930.450684
	Iteration 51Q: 3 clusters Score -1.984528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 154702 members 
Entering Unmasked Estep 
Score: -19845276.000000 Penalty: 5930.450684
	Iteration 52F: 3 clusters Score -1.984528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101639 members 
Entering Unmasked Estep 
Score: -12806064.000000 Penalty: 2859.237305
	Iteration 0F: 2 clusters Score -1.280606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -12738114.000000 Penalty: 5718.474609
	Iteration 0F: 3 clusters Score -1.273811e+07 nChanged 48073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -12765723.000000 Penalty: 5718.474609
	Iteration 1F: 3 clusters Score -1.276572e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -12766654.000000 Penalty: 5718.474609
	Iteration 2Q: 3 clusters Score -1.276665e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -12767872.000000 Penalty: 5718.474609
	Iteration 3Q: 3 clusters Score -1.276787e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -12769537.000000 Penalty: 5718.474609
	Iteration 4Q: 3 clusters Score -1.276954e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -12771854.000000 Penalty: 5718.474609
	Iteration 5Q: 3 clusters Score -1.277185e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -12775468.000000 Penalty: 5718.474609
	Iteration 6F: 3 clusters Score -1.277547e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -12780832.000000 Penalty: 5718.474609
	Iteration 7F: 3 clusters Score -1.278083e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -12787736.000000 Penalty: 5718.474609
	Iteration 8F: 3 clusters Score -1.278774e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -12794904.000000 Penalty: 5718.474609
	Iteration 9F: 3 clusters Score -1.27949e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97142 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -12799731.000000 Penalty: 5718.474609
	Iteration 10F: 3 clusters Score -1.279973e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -12802003.000000 Penalty: 5718.474609
	Iteration 11Q: 3 clusters Score -1.2802e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12802935.000000 Penalty: 5718.474609
	Iteration 12Q: 3 clusters Score -1.280294e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -12803263.000000 Penalty: 5718.474609
	Iteration 13Q: 3 clusters Score -1.280326e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101219 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12803399.000000 Penalty: 5718.474609
	Iteration 14Q: 3 clusters Score -1.28034e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12803465.000000 Penalty: 5718.474609
	Iteration 15Q: 3 clusters Score -1.280346e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -12803490.000000 Penalty: 5718.474609
	Iteration 16Q: 3 clusters Score -1.280349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101317 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -12803527.000000 Penalty: 5718.474609
	Iteration 17Q: 3 clusters Score -1.280353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101322 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12803540.000000 Penalty: 5718.474609
	Iteration 18Q: 3 clusters Score -1.280354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101327 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -12803555.000000 Penalty: 5718.474609
	Iteration 19Q: 3 clusters Score -1.280356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12803557.000000 Penalty: 5718.474609
	Iteration 20F: 3 clusters Score -1.280356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101332 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12803577.000000 Penalty: 5718.474609
	Iteration 21Q: 3 clusters Score -1.280358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -12803577.000000 Penalty: 5718.474609
	Iteration 22Q: 3 clusters Score -1.280358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101332 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12803577.000000 Penalty: 5718.474609
	Iteration 23Q: 3 clusters Score -1.280358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101332 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12803583.000000 Penalty: 5718.474609
	Iteration 24Q: 3 clusters Score -1.280358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12803584.000000 Penalty: 5718.474609
	Iteration 25Q: 3 clusters Score -1.280358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101334 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12803585.000000 Penalty: 5718.474609
	Iteration 26Q: 3 clusters Score -1.280358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101334 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12803586.000000 Penalty: 5718.474609
	Iteration 27Q: 3 clusters Score -1.280359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101334 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12803586.000000 Penalty: 5718.474609
	Iteration 28F: 3 clusters Score -1.280359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Entering Unmasked Estep 
Score: -3817186.000000 Penalty: 2559.431396
	Iteration 0F: 2 clusters Score -3817186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3796302.750000 Penalty: 5118.862793
	Iteration 0F: 3 clusters Score -3796303 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3804628.250000 Penalty: 5118.862793
	Iteration 1F: 3 clusters Score -3804628 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3806355.000000 Penalty: 5118.862793
	Iteration 2F: 3 clusters Score -3806355 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3808340.500000 Penalty: 5118.862793
	Iteration 3F: 3 clusters Score -3808340 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3810094.750000 Penalty: 5118.862793
	Iteration 4F: 3 clusters Score -3810095 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3811227.000000 Penalty: 5118.862793
	Iteration 5F: 3 clusters Score -3811227 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3811782.000000 Penalty: 5118.862793
	Iteration 6Q: 3 clusters Score -3811782 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3812068.500000 Penalty: 5118.862793
	Iteration 7Q: 3 clusters Score -3812068 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3812245.500000 Penalty: 5118.862793
	Iteration 8Q: 3 clusters Score -3812246 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3812392.500000 Penalty: 5118.862793
	Iteration 9Q: 3 clusters Score -3812392 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3812529.750000 Penalty: 5118.862793
	Iteration 10Q: 3 clusters Score -3812530 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3812652.500000 Penalty: 5118.862793
	Iteration 11Q: 3 clusters Score -3812652 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3812791.250000 Penalty: 5118.862793
	Iteration 12Q: 3 clusters Score -3812791 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3812939.250000 Penalty: 5118.862793
	Iteration 13Q: 3 clusters Score -3812939 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3813096.000000 Penalty: 5118.862793
	Iteration 14Q: 3 clusters Score -3813096 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -3813236.000000 Penalty: 5118.862793
	Iteration 15Q: 3 clusters Score -3813236 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -3813377.500000 Penalty: 5118.862793
	Iteration 16Q: 3 clusters Score -3813378 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -3813543.000000 Penalty: 5118.862793
	Iteration 17Q: 3 clusters Score -3813543 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3813692.500000 Penalty: 5118.862793
	Iteration 18Q: 3 clusters Score -3813692 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3813807.500000 Penalty: 5118.862793
	Iteration 19Q: 3 clusters Score -3813808 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3813904.750000 Penalty: 5118.862793
	Iteration 20F: 3 clusters Score -3813905 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3814019.000000 Penalty: 5118.862793
	Iteration 21Q: 3 clusters Score -3814019 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3814098.750000 Penalty: 5118.862793
	Iteration 22Q: 3 clusters Score -3814099 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3814197.750000 Penalty: 5118.862793
	Iteration 23Q: 3 clusters Score -3814198 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3814286.500000 Penalty: 5118.862793
	Iteration 24Q: 3 clusters Score -3814286 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3814354.000000 Penalty: 5118.862793
	Iteration 25Q: 3 clusters Score -3814354 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3814431.000000 Penalty: 5118.862793
	Iteration 26Q: 3 clusters Score -3814431 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3814491.000000 Penalty: 5118.862793
	Iteration 27Q: 3 clusters Score -3814491 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3814530.250000 Penalty: 5118.862793
	Iteration 28Q: 3 clusters Score -3814530 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3814574.750000 Penalty: 5118.862793
	Iteration 29Q: 3 clusters Score -3814575 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3814639.750000 Penalty: 5118.862793
	Iteration 30Q: 3 clusters Score -3814640 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3814692.000000 Penalty: 5118.862793
	Iteration 31Q: 3 clusters Score -3814692 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3814753.500000 Penalty: 5118.862793
	Iteration 32Q: 3 clusters Score -3814754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3814808.500000 Penalty: 5118.862793
	Iteration 33Q: 3 clusters Score -3814808 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3814850.000000 Penalty: 5118.862793
	Iteration 34Q: 3 clusters Score -3814850 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3814888.750000 Penalty: 5118.862793
	Iteration 35Q: 3 clusters Score -3814889 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3814923.250000 Penalty: 5118.862793
	Iteration 36Q: 3 clusters Score -3814923 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3814956.000000 Penalty: 5118.862793
	Iteration 37Q: 3 clusters Score -3814956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3814971.750000 Penalty: 5118.862793
	Iteration 38Q: 3 clusters Score -3814972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3815008.750000 Penalty: 5118.862793
	Iteration 39Q: 3 clusters Score -3815009 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3815023.750000 Penalty: 5118.862793
	Iteration 40F: 3 clusters Score -3815024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3815052.500000 Penalty: 5118.862793
	Iteration 41Q: 3 clusters Score -3815052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3815073.750000 Penalty: 5118.862793
	Iteration 42Q: 3 clusters Score -3815074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3815080.250000 Penalty: 5118.862793
	Iteration 43Q: 3 clusters Score -3815080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3815087.000000 Penalty: 5118.862793
	Iteration 44Q: 3 clusters Score -3815087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3815092.250000 Penalty: 5118.862793
	Iteration 45Q: 3 clusters Score -3815092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3815090.750000 Penalty: 5118.862793
	Iteration 46Q: 3 clusters Score -3815091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3815095.500000 Penalty: 5118.862793
	Iteration 47Q: 3 clusters Score -3815096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3815097.750000 Penalty: 5118.862793
	Iteration 48Q: 3 clusters Score -3815098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3815099.250000 Penalty: 5118.862793
	Iteration 49Q: 3 clusters Score -3815099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3815105.750000 Penalty: 5118.862793
	Iteration 50Q: 3 clusters Score -3815106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3815111.750000 Penalty: 5118.862793
	Iteration 51Q: 3 clusters Score -3815112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3815106.500000 Penalty: 5118.862793
	Iteration 52Q: 3 clusters Score -3815106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3815107.250000 Penalty: 5118.862793
	Iteration 53Q: 3 clusters Score -3815107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3815107.250000 Penalty: 5118.862793
	Iteration 54F: 3 clusters Score -3815107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (168400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168400 members 
Entering Unmasked Estep 
Score: -21789470.000000 Penalty: 2984.456299
	Iteration 0F: 2 clusters Score -2.178947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -21681826.000000 Penalty: 5968.912598
	Iteration 0F: 3 clusters Score -2.168183e+07 nChanged 80556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -21728338.000000 Penalty: 5968.912598
	Iteration 1F: 3 clusters Score -2.172834e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90499 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -21729914.000000 Penalty: 5968.912598
	Iteration 2Q: 3 clusters Score -2.172991e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94229 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -21731946.000000 Penalty: 5968.912598
	Iteration 3Q: 3 clusters Score -2.173195e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99917 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -21735764.000000 Penalty: 5968.912598
	Iteration 4Q: 3 clusters Score -2.173576e+07 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108239 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -21741976.000000 Penalty: 5968.912598
	Iteration 5F: 3 clusters Score -2.174198e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119596 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -21751880.000000 Penalty: 5968.912598
	Iteration 6F: 3 clusters Score -2.175188e+07 nChanged 13898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132642 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -21764268.000000 Penalty: 5968.912598
	Iteration 7F: 3 clusters Score -2.176427e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144326 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -21775316.000000 Penalty: 5968.912598
	Iteration 8F: 3 clusters Score -2.177532e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152487 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -21782156.000000 Penalty: 5968.912598
	Iteration 9Q: 3 clusters Score -2.178216e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157149 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -21785444.000000 Penalty: 5968.912598
	Iteration 10Q: 3 clusters Score -2.178544e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159805 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -21786890.000000 Penalty: 5968.912598
	Iteration 11Q: 3 clusters Score -2.178689e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161453 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -21787594.000000 Penalty: 5968.912598
	Iteration 12Q: 3 clusters Score -2.178759e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162656 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -21787844.000000 Penalty: 5968.912598
	Iteration 13Q: 3 clusters Score -2.178784e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163587 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -21787820.000000 Penalty: 5968.912598
	Iteration 14Q: 3 clusters Score -2.178782e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164253 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -21787896.000000 Penalty: 5968.912598
	Iteration 15Q: 3 clusters Score -2.17879e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164798 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -21788000.000000 Penalty: 5968.912598
	Iteration 16Q: 3 clusters Score -2.1788e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165220 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -21788078.000000 Penalty: 5968.912598
	Iteration 17Q: 3 clusters Score -2.178808e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165551 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -21788114.000000 Penalty: 5968.912598
	Iteration 18Q: 3 clusters Score -2.178811e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165799 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -21788058.000000 Penalty: 5968.912598
	Iteration 19Q: 3 clusters Score -2.178806e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165991 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -21788016.000000 Penalty: 5968.912598
	Iteration 20F: 3 clusters Score -2.178802e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166130 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -21787992.000000 Penalty: 5968.912598
	Iteration 21Q: 3 clusters Score -2.178799e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166252 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -21787990.000000 Penalty: 5968.912598
	Iteration 22Q: 3 clusters Score -2.178799e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166343 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -21788000.000000 Penalty: 5968.912598
	Iteration 23Q: 3 clusters Score -2.1788e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166423 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -21788000.000000 Penalty: 5968.912598
	Iteration 24Q: 3 clusters Score -2.1788e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166490 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -21788000.000000 Penalty: 5968.912598
	Iteration 25Q: 3 clusters Score -2.1788e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166544 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -21787958.000000 Penalty: 5968.912598
	Iteration 26Q: 3 clusters Score -2.178796e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166584 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -21787970.000000 Penalty: 5968.912598
	Iteration 27Q: 3 clusters Score -2.178797e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166612 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -21787944.000000 Penalty: 5968.912598
	Iteration 28Q: 3 clusters Score -2.178794e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166635 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -21787960.000000 Penalty: 5968.912598
	Iteration 29Q: 3 clusters Score -2.178796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166655 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -21787962.000000 Penalty: 5968.912598
	Iteration 30Q: 3 clusters Score -2.178796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166674 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -21787964.000000 Penalty: 5968.912598
	Iteration 31Q: 3 clusters Score -2.178796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166692 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -21787996.000000 Penalty: 5968.912598
	Iteration 32Q: 3 clusters Score -2.1788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -21787988.000000 Penalty: 5968.912598
	Iteration 33Q: 3 clusters Score -2.178799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166719 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -21787962.000000 Penalty: 5968.912598
	Iteration 34Q: 3 clusters Score -2.178796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166729 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -21787946.000000 Penalty: 5968.912598
	Iteration 35Q: 3 clusters Score -2.178795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166738 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -21787934.000000 Penalty: 5968.912598
	Iteration 36Q: 3 clusters Score -2.178793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166747 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -21787942.000000 Penalty: 5968.912598
	Iteration 37Q: 3 clusters Score -2.178794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -21787944.000000 Penalty: 5968.912598
	Iteration 38Q: 3 clusters Score -2.178794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166770 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -21787936.000000 Penalty: 5968.912598
	Iteration 39Q: 3 clusters Score -2.178794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166788 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -21787922.000000 Penalty: 5968.912598
	Iteration 40F: 3 clusters Score -2.178792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166798 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -21787946.000000 Penalty: 5968.912598
	Iteration 41Q: 3 clusters Score -2.178795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166805 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -21787938.000000 Penalty: 5968.912598
	Iteration 42Q: 3 clusters Score -2.178794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166810 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -21787934.000000 Penalty: 5968.912598
	Iteration 43Q: 3 clusters Score -2.178793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166811 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -21787938.000000 Penalty: 5968.912598
	Iteration 44Q: 3 clusters Score -2.178794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166810 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -21787954.000000 Penalty: 5968.912598
	Iteration 45Q: 3 clusters Score -2.178795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166811 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -21787938.000000 Penalty: 5968.912598
	Iteration 46Q: 3 clusters Score -2.178794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166813 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -21787946.000000 Penalty: 5968.912598
	Iteration 47Q: 3 clusters Score -2.178795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166812 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21787950.000000 Penalty: 5968.912598
	Iteration 48Q: 3 clusters Score -2.178795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166812 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21787950.000000 Penalty: 5968.912598
	Iteration 49F: 3 clusters Score -2.178795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Entering Unmasked Estep 
Score: -890994.625000 Penalty: 2208.382080
	Iteration 0F: 2 clusters Score -890994.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -885012.500000 Penalty: 4416.764160
	Iteration 0F: 3 clusters Score -885012.5 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -886648.250000 Penalty: 4416.764160
	Iteration 1F: 3 clusters Score -886648.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -886933.437500 Penalty: 4416.764160
	Iteration 2F: 3 clusters Score -886933.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -887147.812500 Penalty: 4416.764160
	Iteration 3F: 3 clusters Score -887147.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -887308.625000 Penalty: 4416.764160
	Iteration 4Q: 3 clusters Score -887308.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -887430.437500 Penalty: 4416.764160
	Iteration 5Q: 3 clusters Score -887430.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -887531.125000 Penalty: 4416.764160
	Iteration 6Q: 3 clusters Score -887531.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -887615.625000 Penalty: 4416.764160
	Iteration 7Q: 3 clusters Score -887615.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -887703.562500 Penalty: 4416.764160
	Iteration 8Q: 3 clusters Score -887703.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -887794.625000 Penalty: 4416.764160
	Iteration 9Q: 3 clusters Score -887794.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -887897.875000 Penalty: 4416.764160
	Iteration 10Q: 3 clusters Score -887897.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -888019.937500 Penalty: 4416.764160
	Iteration 11Q: 3 clusters Score -888019.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -888163.375000 Penalty: 4416.764160
	Iteration 12Q: 3 clusters Score -888163.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -888314.250000 Penalty: 4416.764160
	Iteration 13Q: 3 clusters Score -888314.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -888445.062500 Penalty: 4416.764160
	Iteration 14Q: 3 clusters Score -888445.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -888548.000000 Penalty: 4416.764160
	Iteration 15Q: 3 clusters Score -888548 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -888636.750000 Penalty: 4416.764160
	Iteration 16Q: 3 clusters Score -888636.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -888717.187500 Penalty: 4416.764160
	Iteration 17Q: 3 clusters Score -888717.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -888781.812500 Penalty: 4416.764160
	Iteration 18Q: 3 clusters Score -888781.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -888834.625000 Penalty: 4416.764160
	Iteration 19Q: 3 clusters Score -888834.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -888886.312500 Penalty: 4416.764160
	Iteration 20F: 3 clusters Score -888886.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -888933.187500 Penalty: 4416.764160
	Iteration 21Q: 3 clusters Score -888933.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -888969.875000 Penalty: 4416.764160
	Iteration 22Q: 3 clusters Score -888969.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -888995.750000 Penalty: 4416.764160
	Iteration 23Q: 3 clusters Score -888995.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -889011.125000 Penalty: 4416.764160
	Iteration 24Q: 3 clusters Score -889011.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -889021.000000 Penalty: 4416.764160
	Iteration 25Q: 3 clusters Score -889021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -889030.812500 Penalty: 4416.764160
	Iteration 26Q: 3 clusters Score -889030.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -889039.375000 Penalty: 4416.764160
	Iteration 27Q: 3 clusters Score -889039.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -889046.937500 Penalty: 4416.764160
	Iteration 28Q: 3 clusters Score -889046.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -889051.500000 Penalty: 4416.764160
	Iteration 29Q: 3 clusters Score -889051.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -889055.375000 Penalty: 4416.764160
	Iteration 30Q: 3 clusters Score -889055.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -889061.625000 Penalty: 4416.764160
	Iteration 31Q: 3 clusters Score -889061.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -889065.375000 Penalty: 4416.764160
	Iteration 32Q: 3 clusters Score -889065.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -889069.250000 Penalty: 4416.764160
	Iteration 33Q: 3 clusters Score -889069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -889069.937500 Penalty: 4416.764160
	Iteration 34Q: 3 clusters Score -889069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -889070.375000 Penalty: 4416.764160
	Iteration 35Q: 3 clusters Score -889070.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -889074.000000 Penalty: 4416.764160
	Iteration 36Q: 3 clusters Score -889074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -889078.562500 Penalty: 4416.764160
	Iteration 37Q: 3 clusters Score -889078.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -889080.625000 Penalty: 4416.764160
	Iteration 38Q: 3 clusters Score -889080.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -889086.125000 Penalty: 4416.764160
	Iteration 39Q: 3 clusters Score -889086.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -889088.000000 Penalty: 4416.764160
	Iteration 40F: 3 clusters Score -889088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -889092.062500 Penalty: 4416.764160
	Iteration 41Q: 3 clusters Score -889092.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -889094.375000 Penalty: 4416.764160
	Iteration 42Q: 3 clusters Score -889094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -889093.125000 Penalty: 4416.764160
	Iteration 43Q: 3 clusters Score -889093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -889094.312500 Penalty: 4416.764160
	Iteration 44Q: 3 clusters Score -889094.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -889093.500000 Penalty: 4416.764160
	Iteration 45Q: 3 clusters Score -889093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -889094.437500 Penalty: 4416.764160
	Iteration 46Q: 3 clusters Score -889094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -889094.437500 Penalty: 4416.764160
	Iteration 47F: 3 clusters Score -889094.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Entering Unmasked Estep 
Score: -1651419.625000 Penalty: 2365.849609
	Iteration 0F: 2 clusters Score -1651420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1641330.375000 Penalty: 4731.699219
	Iteration 0F: 3 clusters Score -1641330 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1644905.500000 Penalty: 4731.699219
	Iteration 1F: 3 clusters Score -1644906 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1645590.750000 Penalty: 4731.699219
	Iteration 2F: 3 clusters Score -1645591 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1646406.125000 Penalty: 4731.699219
	Iteration 3F: 3 clusters Score -1646406 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1647207.125000 Penalty: 4731.699219
	Iteration 4F: 3 clusters Score -1647207 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1647980.375000 Penalty: 4731.699219
	Iteration 5F: 3 clusters Score -1647980 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1648629.875000 Penalty: 4731.699219
	Iteration 6F: 3 clusters Score -1648630 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1649031.750000 Penalty: 4731.699219
	Iteration 7Q: 3 clusters Score -1649032 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1649315.500000 Penalty: 4731.699219
	Iteration 8Q: 3 clusters Score -1649316 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1649552.500000 Penalty: 4731.699219
	Iteration 9Q: 3 clusters Score -1649552 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1649721.875000 Penalty: 4731.699219
	Iteration 10Q: 3 clusters Score -1649722 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1649831.500000 Penalty: 4731.699219
	Iteration 11Q: 3 clusters Score -1649832 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1649929.625000 Penalty: 4731.699219
	Iteration 12Q: 3 clusters Score -1649930 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1649999.625000 Penalty: 4731.699219
	Iteration 13Q: 3 clusters Score -1650000 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1650072.000000 Penalty: 4731.699219
	Iteration 14Q: 3 clusters Score -1650072 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1650139.375000 Penalty: 4731.699219
	Iteration 15Q: 3 clusters Score -1650139 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1650207.875000 Penalty: 4731.699219
	Iteration 16Q: 3 clusters Score -1650208 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1650281.000000 Penalty: 4731.699219
	Iteration 17Q: 3 clusters Score -1650281 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1650353.500000 Penalty: 4731.699219
	Iteration 18Q: 3 clusters Score -1650354 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1650426.000000 Penalty: 4731.699219
	Iteration 19Q: 3 clusters Score -1650426 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1650500.125000 Penalty: 4731.699219
	Iteration 20F: 3 clusters Score -1650500 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1650583.125000 Penalty: 4731.699219
	Iteration 21Q: 3 clusters Score -1650583 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1650664.375000 Penalty: 4731.699219
	Iteration 22Q: 3 clusters Score -1650664 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1650743.375000 Penalty: 4731.699219
	Iteration 23Q: 3 clusters Score -1650743 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1650802.125000 Penalty: 4731.699219
	Iteration 24Q: 3 clusters Score -1650802 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1650860.750000 Penalty: 4731.699219
	Iteration 25Q: 3 clusters Score -1650861 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1650904.125000 Penalty: 4731.699219
	Iteration 26Q: 3 clusters Score -1650904 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1650935.875000 Penalty: 4731.699219
	Iteration 27Q: 3 clusters Score -1650936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1650957.875000 Penalty: 4731.699219
	Iteration 28Q: 3 clusters Score -1650958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1650981.125000 Penalty: 4731.699219
	Iteration 29Q: 3 clusters Score -1650981 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1650999.000000 Penalty: 4731.699219
	Iteration 30Q: 3 clusters Score -1650999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1651005.750000 Penalty: 4731.699219
	Iteration 31Q: 3 clusters Score -1651006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1651020.375000 Penalty: 4731.699219
	Iteration 32Q: 3 clusters Score -1651020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1651035.000000 Penalty: 4731.699219
	Iteration 33Q: 3 clusters Score -1651035 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1651033.750000 Penalty: 4731.699219
	Iteration 34Q: 3 clusters Score -1651034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1651050.875000 Penalty: 4731.699219
	Iteration 35Q: 3 clusters Score -1651051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1651060.375000 Penalty: 4731.699219
	Iteration 36Q: 3 clusters Score -1651060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1651071.375000 Penalty: 4731.699219
	Iteration 37Q: 3 clusters Score -1651071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1651075.625000 Penalty: 4731.699219
	Iteration 38Q: 3 clusters Score -1651076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1651084.750000 Penalty: 4731.699219
	Iteration 39Q: 3 clusters Score -1651085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1651082.750000 Penalty: 4731.699219
	Iteration 40F: 3 clusters Score -1651083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1651086.250000 Penalty: 4731.699219
	Iteration 41Q: 3 clusters Score -1651086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1651092.125000 Penalty: 4731.699219
	Iteration 42Q: 3 clusters Score -1651092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1651100.000000 Penalty: 4731.699219
	Iteration 43Q: 3 clusters Score -1651100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1651106.625000 Penalty: 4731.699219
	Iteration 44Q: 3 clusters Score -1651107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1651113.750000 Penalty: 4731.699219
	Iteration 45Q: 3 clusters Score -1651114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1651114.375000 Penalty: 4731.699219
	Iteration 46Q: 3 clusters Score -1651114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1651113.000000 Penalty: 4731.699219
	Iteration 47Q: 3 clusters Score -1651113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1651114.750000 Penalty: 4731.699219
	Iteration 48Q: 3 clusters Score -1651115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1651117.500000 Penalty: 4731.699219
	Iteration 49Q: 3 clusters Score -1651118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1651118.000000 Penalty: 4731.699219
	Iteration 50Q: 3 clusters Score -1651118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1651124.625000 Penalty: 4731.699219
	Iteration 51Q: 3 clusters Score -1651125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1651131.750000 Penalty: 4731.699219
	Iteration 52Q: 3 clusters Score -1651132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1651127.375000 Penalty: 4731.699219
	Iteration 53Q: 3 clusters Score -1651127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1651135.625000 Penalty: 4731.699219
	Iteration 54Q: 3 clusters Score -1651136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1651132.750000 Penalty: 4731.699219
	Iteration 55Q: 3 clusters Score -1651133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1651138.750000 Penalty: 4731.699219
	Iteration 56Q: 3 clusters Score -1651139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1651137.125000 Penalty: 4731.699219
	Iteration 57Q: 3 clusters Score -1651137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1651137.750000 Penalty: 4731.699219
	Iteration 58Q: 3 clusters Score -1651138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1651140.375000 Penalty: 4731.699219
	Iteration 59Q: 3 clusters Score -1651140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1651140.000000 Penalty: 4731.699219
	Iteration 60F: 3 clusters Score -1651140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1651139.125000 Penalty: 4731.699219
	Iteration 61Q: 3 clusters Score -1651139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1651140.250000 Penalty: 4731.699219
	Iteration 62Q: 3 clusters Score -1651140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1651139.750000 Penalty: 4731.699219
	Iteration 63Q: 3 clusters Score -1651140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1651144.000000 Penalty: 4731.699219
	Iteration 64Q: 3 clusters Score -1651144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1651145.000000 Penalty: 4731.699219
	Iteration 65Q: 3 clusters Score -1651145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1651145.250000 Penalty: 4731.699219
	Iteration 66Q: 3 clusters Score -1651145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1651145.125000 Penalty: 4731.699219
	Iteration 67Q: 3 clusters Score -1651145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1651145.375000 Penalty: 4731.699219
	Iteration 68Q: 3 clusters Score -1651145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1651144.500000 Penalty: 4731.699219
	Iteration 69Q: 3 clusters Score -1651144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1651143.875000 Penalty: 4731.699219
	Iteration 70Q: 3 clusters Score -1651144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1651144.875000 Penalty: 4731.699219
	Iteration 71Q: 3 clusters Score -1651145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1651144.875000 Penalty: 4731.699219
	Iteration 72F: 3 clusters Score -1651145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Entering Unmasked Estep 
Score: -5815240.500000 Penalty: 2661.740723
	Iteration 0F: 2 clusters Score -5815240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -5784251.000000 Penalty: 5323.481445
	Iteration 0F: 3 clusters Score -5784251 nChanged 20988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -5795769.500000 Penalty: 5323.481445
	Iteration 1F: 3 clusters Score -5795770 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -5796404.000000 Penalty: 5323.481445
	Iteration 2Q: 3 clusters Score -5796404 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -5797242.000000 Penalty: 5323.481445
	Iteration 3Q: 3 clusters Score -5797242 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -5798414.000000 Penalty: 5323.481445
	Iteration 4F: 3 clusters Score -5798414 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -5800373.500000 Penalty: 5323.481445
	Iteration 5F: 3 clusters Score -5800374 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -5803359.500000 Penalty: 5323.481445
	Iteration 6F: 3 clusters Score -5803360 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -5806935.500000 Penalty: 5323.481445
	Iteration 7F: 3 clusters Score -5806936 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5810090.500000 Penalty: 5323.481445
	Iteration 8F: 3 clusters Score -5810090 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5811805.000000 Penalty: 5323.481445
	Iteration 9Q: 3 clusters Score -5811805 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5812424.500000 Penalty: 5323.481445
	Iteration 10Q: 3 clusters Score -5812424 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5812650.000000 Penalty: 5323.481445
	Iteration 11Q: 3 clusters Score -5812650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5812740.500000 Penalty: 5323.481445
	Iteration 12Q: 3 clusters Score -5812740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5812765.500000 Penalty: 5323.481445
	Iteration 13Q: 3 clusters Score -5812766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5812790.000000 Penalty: 5323.481445
	Iteration 14Q: 3 clusters Score -5812790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5812801.000000 Penalty: 5323.481445
	Iteration 15Q: 3 clusters Score -5812801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5812817.500000 Penalty: 5323.481445
	Iteration 16Q: 3 clusters Score -5812818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5812820.500000 Penalty: 5323.481445
	Iteration 17Q: 3 clusters Score -5812820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5812820.500000 Penalty: 5323.481445
	Iteration 18F: 3 clusters Score -5812820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (102961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102961 members 
Entering Unmasked Estep 
Score: -13114598.000000 Penalty: 2862.442139
	Iteration 0F: 2 clusters Score -1.31146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -13045640.000000 Penalty: 5724.884277
	Iteration 0F: 3 clusters Score -1.304564e+07 nChanged 48761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -13074172.000000 Penalty: 5724.884277
	Iteration 1F: 3 clusters Score -1.307417e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -13075824.000000 Penalty: 5724.884277
	Iteration 2Q: 3 clusters Score -1.307582e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -13078126.000000 Penalty: 5724.884277
	Iteration 3Q: 3 clusters Score -1.307813e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -13080808.000000 Penalty: 5724.884277
	Iteration 4F: 3 clusters Score -1.308081e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -13083653.000000 Penalty: 5724.884277
	Iteration 5F: 3 clusters Score -1.308365e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -13086548.000000 Penalty: 5724.884277
	Iteration 6F: 3 clusters Score -1.308655e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -13088894.000000 Penalty: 5724.884277
	Iteration 7F: 3 clusters Score -1.308889e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -13090415.000000 Penalty: 5724.884277
	Iteration 8Q: 3 clusters Score -1.309042e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -13091464.000000 Penalty: 5724.884277
	Iteration 9Q: 3 clusters Score -1.309146e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -13092221.000000 Penalty: 5724.884277
	Iteration 10Q: 3 clusters Score -1.309222e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -13092700.000000 Penalty: 5724.884277
	Iteration 11Q: 3 clusters Score -1.30927e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -13093071.000000 Penalty: 5724.884277
	Iteration 12Q: 3 clusters Score -1.309307e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -13093484.000000 Penalty: 5724.884277
	Iteration 13Q: 3 clusters Score -1.309348e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -13093879.000000 Penalty: 5724.884277
	Iteration 14Q: 3 clusters Score -1.309388e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -13094355.000000 Penalty: 5724.884277
	Iteration 15Q: 3 clusters Score -1.309436e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -13094978.000000 Penalty: 5724.884277
	Iteration 16Q: 3 clusters Score -1.309498e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -13095735.000000 Penalty: 5724.884277
	Iteration 17Q: 3 clusters Score -1.309574e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68433 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -13096731.000000 Penalty: 5724.884277
	Iteration 18Q: 3 clusters Score -1.309673e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72002 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -13098052.000000 Penalty: 5724.884277
	Iteration 19Q: 3 clusters Score -1.309805e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -13099629.000000 Penalty: 5724.884277
	Iteration 20F: 3 clusters Score -1.309963e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -13101561.000000 Penalty: 5724.884277
	Iteration 21Q: 3 clusters Score -1.310156e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -13103519.000000 Penalty: 5724.884277
	Iteration 22Q: 3 clusters Score -1.310352e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -13105469.000000 Penalty: 5724.884277
	Iteration 23Q: 3 clusters Score -1.310547e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -13107381.000000 Penalty: 5724.884277
	Iteration 24Q: 3 clusters Score -1.310738e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94434 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -13108911.000000 Penalty: 5724.884277
	Iteration 25Q: 3 clusters Score -1.310891e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96579 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -13109981.000000 Penalty: 5724.884277
	Iteration 26Q: 3 clusters Score -1.310998e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98109 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -13110708.000000 Penalty: 5724.884277
	Iteration 27Q: 3 clusters Score -1.311071e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99152 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -13111226.000000 Penalty: 5724.884277
	Iteration 28Q: 3 clusters Score -1.311123e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99828 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -13111516.000000 Penalty: 5724.884277
	Iteration 29Q: 3 clusters Score -1.311152e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100296 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -13111707.000000 Penalty: 5724.884277
	Iteration 30Q: 3 clusters Score -1.311171e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100619 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -13111866.000000 Penalty: 5724.884277
	Iteration 31Q: 3 clusters Score -1.311187e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -13111982.000000 Penalty: 5724.884277
	Iteration 32Q: 3 clusters Score -1.311198e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101008 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -13112042.000000 Penalty: 5724.884277
	Iteration 33Q: 3 clusters Score -1.311204e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101128 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -13112076.000000 Penalty: 5724.884277
	Iteration 34Q: 3 clusters Score -1.311208e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101217 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -13112114.000000 Penalty: 5724.884277
	Iteration 35Q: 3 clusters Score -1.311211e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -13112111.000000 Penalty: 5724.884277
	Iteration 36Q: 3 clusters Score -1.311211e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101346 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -13112132.000000 Penalty: 5724.884277
	Iteration 37Q: 3 clusters Score -1.311213e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101397 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -13112150.000000 Penalty: 5724.884277
	Iteration 38Q: 3 clusters Score -1.311215e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101443 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -13112184.000000 Penalty: 5724.884277
	Iteration 39Q: 3 clusters Score -1.311218e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -13112215.000000 Penalty: 5724.884277
	Iteration 40F: 3 clusters Score -1.311222e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101528 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13112240.000000 Penalty: 5724.884277
	Iteration 41Q: 3 clusters Score -1.311224e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101564 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -13112255.000000 Penalty: 5724.884277
	Iteration 42Q: 3 clusters Score -1.311226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101596 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -13112242.000000 Penalty: 5724.884277
	Iteration 43Q: 3 clusters Score -1.311224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101607 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -13112260.000000 Penalty: 5724.884277
	Iteration 44Q: 3 clusters Score -1.311226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101622 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -13112256.000000 Penalty: 5724.884277
	Iteration 45Q: 3 clusters Score -1.311226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -13112255.000000 Penalty: 5724.884277
	Iteration 46Q: 3 clusters Score -1.311226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101654 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -13112278.000000 Penalty: 5724.884277
	Iteration 47Q: 3 clusters Score -1.311228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101669 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -13112288.000000 Penalty: 5724.884277
	Iteration 48Q: 3 clusters Score -1.311229e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101685 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -13112295.000000 Penalty: 5724.884277
	Iteration 49Q: 3 clusters Score -1.31123e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -13112317.000000 Penalty: 5724.884277
	Iteration 50Q: 3 clusters Score -1.311232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101713 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -13112307.000000 Penalty: 5724.884277
	Iteration 51Q: 3 clusters Score -1.311231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101720 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -13112317.000000 Penalty: 5724.884277
	Iteration 52Q: 3 clusters Score -1.311232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13112319.000000 Penalty: 5724.884277
	Iteration 53Q: 3 clusters Score -1.311232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -13112314.000000 Penalty: 5724.884277
	Iteration 54Q: 3 clusters Score -1.311231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -13112321.000000 Penalty: 5724.884277
	Iteration 55Q: 3 clusters Score -1.311232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101733 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -13112326.000000 Penalty: 5724.884277
	Iteration 56Q: 3 clusters Score -1.311233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101734 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13112316.000000 Penalty: 5724.884277
	Iteration 57Q: 3 clusters Score -1.311232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101737 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -13112330.000000 Penalty: 5724.884277
	Iteration 58Q: 3 clusters Score -1.311233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101738 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -13112340.000000 Penalty: 5724.884277
	Iteration 59Q: 3 clusters Score -1.311234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101739 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -13112341.000000 Penalty: 5724.884277
	Iteration 60F: 3 clusters Score -1.311234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -13112345.000000 Penalty: 5724.884277
	Iteration 61Q: 3 clusters Score -1.311234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -13112347.000000 Penalty: 5724.884277
	Iteration 62Q: 3 clusters Score -1.311235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13112367.000000 Penalty: 5724.884277
	Iteration 63Q: 3 clusters Score -1.311237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101759 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -13112360.000000 Penalty: 5724.884277
	Iteration 64Q: 3 clusters Score -1.311236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13112367.000000 Penalty: 5724.884277
	Iteration 65Q: 3 clusters Score -1.311237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101769 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -13112365.000000 Penalty: 5724.884277
	Iteration 66Q: 3 clusters Score -1.311236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101769 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -13112365.000000 Penalty: 5724.884277
	Iteration 67F: 3 clusters Score -1.311236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Entering Unmasked Estep 
Score: -5430251.000000 Penalty: 2657.032227
	Iteration 0F: 2 clusters Score -5430251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -5399920.000000 Penalty: 5314.064453
	Iteration 0F: 3 clusters Score -5399920 nChanged 20608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -5411771.500000 Penalty: 5314.064453
	Iteration 1F: 3 clusters Score -5411772 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -5412827.500000 Penalty: 5314.064453
	Iteration 2F: 3 clusters Score -5412828 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -5413849.000000 Penalty: 5314.064453
	Iteration 3F: 3 clusters Score -5413849 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -5414863.500000 Penalty: 5314.064453
	Iteration 4F: 3 clusters Score -5414864 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -5415866.000000 Penalty: 5314.064453
	Iteration 5F: 3 clusters Score -5415866 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -5416871.500000 Penalty: 5314.064453
	Iteration 6Q: 3 clusters Score -5416872 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -5417923.500000 Penalty: 5314.064453
	Iteration 7Q: 3 clusters Score -5417924 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -5419027.500000 Penalty: 5314.064453
	Iteration 8Q: 3 clusters Score -5419028 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -5420394.500000 Penalty: 5314.064453
	Iteration 9Q: 3 clusters Score -5420394 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -5421884.000000 Penalty: 5314.064453
	Iteration 10F: 3 clusters Score -5421884 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -5423525.000000 Penalty: 5314.064453
	Iteration 11Q: 3 clusters Score -5423525 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -5425057.000000 Penalty: 5314.064453
	Iteration 12Q: 3 clusters Score -5425057 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -5426226.000000 Penalty: 5314.064453
	Iteration 13Q: 3 clusters Score -5426226 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5427091.000000 Penalty: 5314.064453
	Iteration 14Q: 3 clusters Score -5427091 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -5427576.000000 Penalty: 5314.064453
	Iteration 15Q: 3 clusters Score -5427576 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -5427890.500000 Penalty: 5314.064453
	Iteration 16Q: 3 clusters Score -5427890 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -5428071.500000 Penalty: 5314.064453
	Iteration 17Q: 3 clusters Score -5428072 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -5428199.000000 Penalty: 5314.064453
	Iteration 18Q: 3 clusters Score -5428199 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -5428294.500000 Penalty: 5314.064453
	Iteration 19Q: 3 clusters Score -5428294 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -5428354.500000 Penalty: 5314.064453
	Iteration 20F: 3 clusters Score -5428354 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -5428394.000000 Penalty: 5314.064453
	Iteration 21Q: 3 clusters Score -5428394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -5428426.000000 Penalty: 5314.064453
	Iteration 22Q: 3 clusters Score -5428426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -5428458.000000 Penalty: 5314.064453
	Iteration 23Q: 3 clusters Score -5428458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -5428471.500000 Penalty: 5314.064453
	Iteration 24Q: 3 clusters Score -5428472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -5428502.500000 Penalty: 5314.064453
	Iteration 25Q: 3 clusters Score -5428502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -5428519.500000 Penalty: 5314.064453
	Iteration 26Q: 3 clusters Score -5428520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -5428530.500000 Penalty: 5314.064453
	Iteration 27Q: 3 clusters Score -5428530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -5428543.000000 Penalty: 5314.064453
	Iteration 28Q: 3 clusters Score -5428543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -5428541.000000 Penalty: 5314.064453
	Iteration 29Q: 3 clusters Score -5428541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -5428546.000000 Penalty: 5314.064453
	Iteration 30Q: 3 clusters Score -5428546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -5428545.500000 Penalty: 5314.064453
	Iteration 31Q: 3 clusters Score -5428546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -5428545.500000 Penalty: 5314.064453
	Iteration 32Q: 3 clusters Score -5428546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -5428547.500000 Penalty: 5314.064453
	Iteration 33Q: 3 clusters Score -5428548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -5428550.500000 Penalty: 5314.064453
	Iteration 34Q: 3 clusters Score -5428550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -5428548.000000 Penalty: 5314.064453
	Iteration 35Q: 3 clusters Score -5428548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -5428552.500000 Penalty: 5314.064453
	Iteration 36Q: 3 clusters Score -5428552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -5428555.500000 Penalty: 5314.064453
	Iteration 37Q: 3 clusters Score -5428556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -5428552.000000 Penalty: 5314.064453
	Iteration 38Q: 3 clusters Score -5428552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -5428556.500000 Penalty: 5314.064453
	Iteration 39Q: 3 clusters Score -5428556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -5428556.000000 Penalty: 5314.064453
	Iteration 40F: 3 clusters Score -5428556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -5428556.000000 Penalty: 5314.064453
	Iteration 41Q: 3 clusters Score -5428556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -5428561.500000 Penalty: 5314.064453
	Iteration 42Q: 3 clusters Score -5428562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -5428555.500000 Penalty: 5314.064453
	Iteration 43Q: 3 clusters Score -5428556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -5428554.000000 Penalty: 5314.064453
	Iteration 44Q: 3 clusters Score -5428554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -5428560.000000 Penalty: 5314.064453
	Iteration 45Q: 3 clusters Score -5428560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -5428559.000000 Penalty: 5314.064453
	Iteration 46Q: 3 clusters Score -5428559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -5428559.500000 Penalty: 5314.064453
	Iteration 47Q: 3 clusters Score -5428560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -5428561.500000 Penalty: 5314.064453
	Iteration 48Q: 3 clusters Score -5428562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -5428563.000000 Penalty: 5314.064453
	Iteration 49Q: 3 clusters Score -5428563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -5428565.000000 Penalty: 5314.064453
	Iteration 50Q: 3 clusters Score -5428565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -5428567.500000 Penalty: 5314.064453
	Iteration 51Q: 3 clusters Score -5428568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -5428569.000000 Penalty: 5314.064453
	Iteration 52Q: 3 clusters Score -5428569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -5428573.500000 Penalty: 5314.064453
	Iteration 53Q: 3 clusters Score -5428574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -5428572.500000 Penalty: 5314.064453
	Iteration 54Q: 3 clusters Score -5428572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -5428576.000000 Penalty: 5314.064453
	Iteration 55Q: 3 clusters Score -5428576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -5428573.500000 Penalty: 5314.064453
	Iteration 56Q: 3 clusters Score -5428574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -5428575.500000 Penalty: 5314.064453
	Iteration 57Q: 3 clusters Score -5428576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -5428573.500000 Penalty: 5314.064453
	Iteration 58Q: 3 clusters Score -5428574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -5428571.000000 Penalty: 5314.064453
	Iteration 59Q: 3 clusters Score -5428571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -5428574.000000 Penalty: 5314.064453
	Iteration 60F: 3 clusters Score -5428574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -5428570.000000 Penalty: 5314.064453
	Iteration 61Q: 3 clusters Score -5428570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -5428579.000000 Penalty: 5314.064453
	Iteration 62Q: 3 clusters Score -5428579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -5428579.000000 Penalty: 5314.064453
	Iteration 63Q: 3 clusters Score -5428579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -5428578.000000 Penalty: 5314.064453
	Iteration 64Q: 3 clusters Score -5428578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -5428578.000000 Penalty: 5314.064453
	Iteration 65Q: 3 clusters Score -5428578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -5428577.500000 Penalty: 5314.064453
	Iteration 66Q: 3 clusters Score -5428578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -5428580.500000 Penalty: 5314.064453
	Iteration 67Q: 3 clusters Score -5428580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5428578.000000 Penalty: 5314.064453
	Iteration 68Q: 3 clusters Score -5428578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5428581.000000 Penalty: 5314.064453
	Iteration 69Q: 3 clusters Score -5428581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -5428582.500000 Penalty: 5314.064453
	Iteration 70Q: 3 clusters Score -5428582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -5428582.500000 Penalty: 5314.064453
	Iteration 71F: 3 clusters Score -5428582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (255662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255662 members 
Entering Unmasked Estep 
Score: -33051858.000000 Penalty: 3087.999756
	Iteration 0F: 2 clusters Score -3.305186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127539 members 
Mstep: Class 2 contains 128123 members 
Entering Unmasked Estep 
Score: -32896404.000000 Penalty: 6175.999512
	Iteration 0F: 3 clusters Score -3.28964e+07 nChanged 123668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123597 members 
Mstep: Class 2 contains 132065 members 
Entering Unmasked Estep 
Score: -32968720.000000 Penalty: 6175.999512
	Iteration 1F: 3 clusters Score -3.296872e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120949 members 
Mstep: Class 2 contains 134713 members 
Entering Unmasked Estep 
Score: -32971106.000000 Penalty: 6175.999512
	Iteration 2Q: 3 clusters Score -3.297111e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116992 members 
Mstep: Class 2 contains 138670 members 
Entering Unmasked Estep 
Score: -32974830.000000 Penalty: 6175.999512
	Iteration 3Q: 3 clusters Score -3.297483e+07 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111100 members 
Mstep: Class 2 contains 144562 members 
Entering Unmasked Estep 
Score: -32980578.000000 Penalty: 6175.999512
	Iteration 4F: 3 clusters Score -3.298058e+07 nChanged 15922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102882 members 
Mstep: Class 2 contains 152780 members 
Entering Unmasked Estep 
Score: -32989648.000000 Penalty: 6175.999512
	Iteration 5F: 3 clusters Score -3.298965e+07 nChanged 18330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93366 members 
Mstep: Class 2 contains 162296 members 
Entering Unmasked Estep 
Score: -33002300.000000 Penalty: 6175.999512
	Iteration 6F: 3 clusters Score -3.30023e+07 nChanged 18847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 170965 members 
Entering Unmasked Estep 
Score: -33017598.000000 Penalty: 6175.999512
	Iteration 7F: 3 clusters Score -3.30176e+07 nChanged 16216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 175719 members 
Entering Unmasked Estep 
Score: -33029514.000000 Penalty: 6175.999512
	Iteration 8F: 3 clusters Score -3.302951e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 177703 members 
Entering Unmasked Estep 
Score: -33034142.000000 Penalty: 6175.999512
	Iteration 9Q: 3 clusters Score -3.303414e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 178737 members 
Entering Unmasked Estep 
Score: -33035794.000000 Penalty: 6175.999512
	Iteration 10Q: 3 clusters Score -3.303579e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 179500 members 
Entering Unmasked Estep 
Score: -33036628.000000 Penalty: 6175.999512
	Iteration 11Q: 3 clusters Score -3.303663e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75427 members 
Mstep: Class 2 contains 180235 members 
Entering Unmasked Estep 
Score: -33037326.000000 Penalty: 6175.999512
	Iteration 12Q: 3 clusters Score -3.303733e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 180843 members 
Entering Unmasked Estep 
Score: -33037822.000000 Penalty: 6175.999512
	Iteration 13Q: 3 clusters Score -3.303782e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 181302 members 
Entering Unmasked Estep 
Score: -33038238.000000 Penalty: 6175.999512
	Iteration 14Q: 3 clusters Score -3.303824e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 181800 members 
Entering Unmasked Estep 
Score: -33038856.000000 Penalty: 6175.999512
	Iteration 15Q: 3 clusters Score -3.303886e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 182345 members 
Entering Unmasked Estep 
Score: -33039120.000000 Penalty: 6175.999512
	Iteration 16Q: 3 clusters Score -3.303912e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Mstep: Class 2 contains 182772 members 
Entering Unmasked Estep 
Score: -33039300.000000 Penalty: 6175.999512
	Iteration 17Q: 3 clusters Score -3.30393e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 183150 members 
Entering Unmasked Estep 
Score: -33039520.000000 Penalty: 6175.999512
	Iteration 18Q: 3 clusters Score -3.303952e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 183495 members 
Entering Unmasked Estep 
Score: -33039658.000000 Penalty: 6175.999512
	Iteration 19Q: 3 clusters Score -3.303966e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71809 members 
Mstep: Class 2 contains 183853 members 
Entering Unmasked Estep 
Score: -33039802.000000 Penalty: 6175.999512
	Iteration 20F: 3 clusters Score -3.30398e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 184222 members 
Entering Unmasked Estep 
Score: -33040046.000000 Penalty: 6175.999512
	Iteration 21Q: 3 clusters Score -3.304005e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 184546 members 
Entering Unmasked Estep 
Score: -33040126.000000 Penalty: 6175.999512
	Iteration 22Q: 3 clusters Score -3.304013e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 184878 members 
Entering Unmasked Estep 
Score: -33040250.000000 Penalty: 6175.999512
	Iteration 23Q: 3 clusters Score -3.304025e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70440 members 
Mstep: Class 2 contains 185222 members 
Entering Unmasked Estep 
Score: -33040420.000000 Penalty: 6175.999512
	Iteration 24Q: 3 clusters Score -3.304042e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 185555 members 
Entering Unmasked Estep 
Score: -33040472.000000 Penalty: 6175.999512
	Iteration 25Q: 3 clusters Score -3.304047e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 185862 members 
Entering Unmasked Estep 
Score: -33040526.000000 Penalty: 6175.999512
	Iteration 26Q: 3 clusters Score -3.304053e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 186200 members 
Entering Unmasked Estep 
Score: -33040586.000000 Penalty: 6175.999512
	Iteration 27Q: 3 clusters Score -3.304059e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 186576 members 
Entering Unmasked Estep 
Score: -33040682.000000 Penalty: 6175.999512
	Iteration 28Q: 3 clusters Score -3.304068e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 186963 members 
Entering Unmasked Estep 
Score: -33040718.000000 Penalty: 6175.999512
	Iteration 29Q: 3 clusters Score -3.304072e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 187331 members 
Entering Unmasked Estep 
Score: -33040754.000000 Penalty: 6175.999512
	Iteration 30Q: 3 clusters Score -3.304075e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 187692 members 
Entering Unmasked Estep 
Score: -33040904.000000 Penalty: 6175.999512
	Iteration 31Q: 3 clusters Score -3.30409e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 188059 members 
Entering Unmasked Estep 
Score: -33041032.000000 Penalty: 6175.999512
	Iteration 32Q: 3 clusters Score -3.304103e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 188452 members 
Entering Unmasked Estep 
Score: -33040998.000000 Penalty: 6175.999512
	Iteration 33Q: 3 clusters Score -3.3041e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 188889 members 
Entering Unmasked Estep 
Score: -33040950.000000 Penalty: 6175.999512
	Iteration 34Q: 3 clusters Score -3.304095e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 189364 members 
Entering Unmasked Estep 
Score: -33041048.000000 Penalty: 6175.999512
	Iteration 35Q: 3 clusters Score -3.304105e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 189885 members 
Entering Unmasked Estep 
Score: -33041114.000000 Penalty: 6175.999512
	Iteration 36Q: 3 clusters Score -3.304111e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 190406 members 
Entering Unmasked Estep 
Score: -33041234.000000 Penalty: 6175.999512
	Iteration 37Q: 3 clusters Score -3.304123e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 190908 members 
Entering Unmasked Estep 
Score: -33041248.000000 Penalty: 6175.999512
	Iteration 38Q: 3 clusters Score -3.304125e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 191419 members 
Entering Unmasked Estep 
Score: -33041274.000000 Penalty: 6175.999512
	Iteration 39Q: 3 clusters Score -3.304127e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 191952 members 
Entering Unmasked Estep 
Score: -33041326.000000 Penalty: 6175.999512
	Iteration 40F: 3 clusters Score -3.304133e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 192538 members 
Entering Unmasked Estep 
Score: -33041422.000000 Penalty: 6175.999512
	Iteration 41Q: 3 clusters Score -3.304142e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 193091 members 
Entering Unmasked Estep 
Score: -33041494.000000 Penalty: 6175.999512
	Iteration 42Q: 3 clusters Score -3.304149e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 193663 members 
Entering Unmasked Estep 
Score: -33041558.000000 Penalty: 6175.999512
	Iteration 43Q: 3 clusters Score -3.304156e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 194229 members 
Entering Unmasked Estep 
Score: -33041534.000000 Penalty: 6175.999512
	Iteration 44Q: 3 clusters Score -3.304153e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 194805 members 
Entering Unmasked Estep 
Score: -33041598.000000 Penalty: 6175.999512
	Iteration 45Q: 3 clusters Score -3.30416e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 195348 members 
Entering Unmasked Estep 
Score: -33041646.000000 Penalty: 6175.999512
	Iteration 46Q: 3 clusters Score -3.304165e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 195897 members 
Entering Unmasked Estep 
Score: -33041642.000000 Penalty: 6175.999512
	Iteration 47Q: 3 clusters Score -3.304164e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 196442 members 
Entering Unmasked Estep 
Score: -33041722.000000 Penalty: 6175.999512
	Iteration 48Q: 3 clusters Score -3.304172e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 196975 members 
Entering Unmasked Estep 
Score: -33041730.000000 Penalty: 6175.999512
	Iteration 49Q: 3 clusters Score -3.304173e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 197493 members 
Entering Unmasked Estep 
Score: -33041732.000000 Penalty: 6175.999512
	Iteration 50Q: 3 clusters Score -3.304173e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 198018 members 
Entering Unmasked Estep 
Score: -33041844.000000 Penalty: 6175.999512
	Iteration 51Q: 3 clusters Score -3.304184e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 198564 members 
Entering Unmasked Estep 
Score: -33041892.000000 Penalty: 6175.999512
	Iteration 52Q: 3 clusters Score -3.304189e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 199154 members 
Entering Unmasked Estep 
Score: -33041984.000000 Penalty: 6175.999512
	Iteration 53Q: 3 clusters Score -3.304198e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 199759 members 
Entering Unmasked Estep 
Score: -33042052.000000 Penalty: 6175.999512
	Iteration 54Q: 3 clusters Score -3.304205e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 200403 members 
Entering Unmasked Estep 
Score: -33042210.000000 Penalty: 6175.999512
	Iteration 55Q: 3 clusters Score -3.304221e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 201084 members 
Entering Unmasked Estep 
Score: -33042244.000000 Penalty: 6175.999512
	Iteration 56Q: 3 clusters Score -3.304224e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 201820 members 
Entering Unmasked Estep 
Score: -33042456.000000 Penalty: 6175.999512
	Iteration 57Q: 3 clusters Score -3.304246e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 202607 members 
Entering Unmasked Estep 
Score: -33042552.000000 Penalty: 6175.999512
	Iteration 58Q: 3 clusters Score -3.304255e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 203411 members 
Entering Unmasked Estep 
Score: -33042666.000000 Penalty: 6175.999512
	Iteration 59Q: 3 clusters Score -3.304267e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 204246 members 
Entering Unmasked Estep 
Score: -33042744.000000 Penalty: 6175.999512
	Iteration 60F: 3 clusters Score -3.304274e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 205118 members 
Entering Unmasked Estep 
Score: -33042796.000000 Penalty: 6175.999512
	Iteration 61Q: 3 clusters Score -3.30428e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 205999 members 
Entering Unmasked Estep 
Score: -33042858.000000 Penalty: 6175.999512
	Iteration 62Q: 3 clusters Score -3.304286e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 206922 members 
Entering Unmasked Estep 
Score: -33043192.000000 Penalty: 6175.999512
	Iteration 63Q: 3 clusters Score -3.304319e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 207960 members 
Entering Unmasked Estep 
Score: -33043566.000000 Penalty: 6175.999512
	Iteration 64Q: 3 clusters Score -3.304357e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 209276 members 
Entering Unmasked Estep 
Score: -33044224.000000 Penalty: 6175.999512
	Iteration 65Q: 3 clusters Score -3.304422e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 210713 members 
Entering Unmasked Estep 
Score: -33044548.000000 Penalty: 6175.999512
	Iteration 66Q: 3 clusters Score -3.304455e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 212320 members 
Entering Unmasked Estep 
Score: -33045194.000000 Penalty: 6175.999512
	Iteration 67Q: 3 clusters Score -3.304519e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 214161 members 
Entering Unmasked Estep 
Score: -33045700.000000 Penalty: 6175.999512
	Iteration 68Q: 3 clusters Score -3.30457e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 216105 members 
Entering Unmasked Estep 
Score: -33046342.000000 Penalty: 6175.999512
	Iteration 69Q: 3 clusters Score -3.304634e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 218195 members 
Entering Unmasked Estep 
Score: -33047050.000000 Penalty: 6175.999512
	Iteration 70Q: 3 clusters Score -3.304705e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 220456 members 
Entering Unmasked Estep 
Score: -33047482.000000 Penalty: 6175.999512
	Iteration 71Q: 3 clusters Score -3.304748e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 222845 members 
Entering Unmasked Estep 
Score: -33047908.000000 Penalty: 6175.999512
	Iteration 72Q: 3 clusters Score -3.304791e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 225445 members 
Entering Unmasked Estep 
Score: -33048466.000000 Penalty: 6175.999512
	Iteration 73Q: 3 clusters Score -3.304847e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 228177 members 
Entering Unmasked Estep 
Score: -33048886.000000 Penalty: 6175.999512
	Iteration 74Q: 3 clusters Score -3.304889e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 230891 members 
Entering Unmasked Estep 
Score: -33049324.000000 Penalty: 6175.999512
	Iteration 75Q: 3 clusters Score -3.304932e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 233481 members 
Entering Unmasked Estep 
Score: -33049642.000000 Penalty: 6175.999512
	Iteration 76Q: 3 clusters Score -3.304964e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 235992 members 
Entering Unmasked Estep 
Score: -33049716.000000 Penalty: 6175.999512
	Iteration 77Q: 3 clusters Score -3.304972e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 238429 members 
Entering Unmasked Estep 
Score: -33049772.000000 Penalty: 6175.999512
	Iteration 78Q: 3 clusters Score -3.304977e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 240758 members 
Entering Unmasked Estep 
Score: -33050206.000000 Penalty: 6175.999512
	Iteration 79Q: 3 clusters Score -3.305021e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 242896 members 
Entering Unmasked Estep 
Score: -33050530.000000 Penalty: 6175.999512
	Iteration 80F: 3 clusters Score -3.305053e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 244870 members 
Entering Unmasked Estep 
Score: -33050602.000000 Penalty: 6175.999512
	Iteration 81Q: 3 clusters Score -3.30506e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 246679 members 
Entering Unmasked Estep 
Score: -33050596.000000 Penalty: 6175.999512
	Iteration 82Q: 3 clusters Score -3.30506e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 248208 members 
Entering Unmasked Estep 
Score: -33050512.000000 Penalty: 6175.999512
	Iteration 83Q: 3 clusters Score -3.305051e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 249480 members 
Entering Unmasked Estep 
Score: -33050464.000000 Penalty: 6175.999512
	Iteration 84Q: 3 clusters Score -3.305046e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 250510 members 
Entering Unmasked Estep 
Score: -33050556.000000 Penalty: 6175.999512
	Iteration 85Q: 3 clusters Score -3.305056e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 251380 members 
Entering Unmasked Estep 
Score: -33050520.000000 Penalty: 6175.999512
	Iteration 86Q: 3 clusters Score -3.305052e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 252053 members 
Entering Unmasked Estep 
Score: -33050456.000000 Penalty: 6175.999512
	Iteration 87Q: 3 clusters Score -3.305046e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 252625 members 
Entering Unmasked Estep 
Score: -33050192.000000 Penalty: 6175.999512
	Iteration 88Q: 3 clusters Score -3.305019e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 253084 members 
Entering Unmasked Estep 
Score: -33050196.000000 Penalty: 6175.999512
	Iteration 89Q: 3 clusters Score -3.30502e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 253444 members 
Entering Unmasked Estep 
Score: -33050130.000000 Penalty: 6175.999512
	Iteration 90Q: 3 clusters Score -3.305013e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 253730 members 
Entering Unmasked Estep 
Score: -33050034.000000 Penalty: 6175.999512
	Iteration 91Q: 3 clusters Score -3.305003e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 253966 members 
Entering Unmasked Estep 
Score: -33049984.000000 Penalty: 6175.999512
	Iteration 92Q: 3 clusters Score -3.304998e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 254132 members 
Entering Unmasked Estep 
Score: -33050002.000000 Penalty: 6175.999512
	Iteration 93Q: 3 clusters Score -3.305e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 254273 members 
Entering Unmasked Estep 
Score: -33049898.000000 Penalty: 6175.999512
	Iteration 94Q: 3 clusters Score -3.30499e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 254403 members 
Entering Unmasked Estep 
Score: -33049852.000000 Penalty: 6175.999512
	Iteration 95Q: 3 clusters Score -3.304985e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 254510 members 
Entering Unmasked Estep 
Score: -33049862.000000 Penalty: 6175.999512
	Iteration 96Q: 3 clusters Score -3.304986e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 254604 members 
Entering Unmasked Estep 
Score: -33049858.000000 Penalty: 6175.999512
	Iteration 97Q: 3 clusters Score -3.304986e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 254678 members 
Entering Unmasked Estep 
Score: -33049840.000000 Penalty: 6175.999512
	Iteration 98Q: 3 clusters Score -3.304984e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 254742 members 
Entering Unmasked Estep 
Score: -33049874.000000 Penalty: 6175.999512
	Iteration 99Q: 3 clusters Score -3.304987e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 254799 members 
Entering Unmasked Estep 
Score: -33049856.000000 Penalty: 6175.999512
	Iteration 100F: 3 clusters Score -3.304986e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 254836 members 
Entering Unmasked Estep 
Score: -33049872.000000 Penalty: 6175.999512
	Iteration 101Q: 3 clusters Score -3.304987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 254858 members 
Entering Unmasked Estep 
Score: -33049846.000000 Penalty: 6175.999512
	Iteration 102Q: 3 clusters Score -3.304985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 254879 members 
Entering Unmasked Estep 
Score: -33049838.000000 Penalty: 6175.999512
	Iteration 103Q: 3 clusters Score -3.304984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 254897 members 
Entering Unmasked Estep 
Score: -33049820.000000 Penalty: 6175.999512
	Iteration 104Q: 3 clusters Score -3.304982e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 254910 members 
Entering Unmasked Estep 
Score: -33049822.000000 Penalty: 6175.999512
	Iteration 105Q: 3 clusters Score -3.304982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 254925 members 
Entering Unmasked Estep 
Score: -33049776.000000 Penalty: 6175.999512
	Iteration 106Q: 3 clusters Score -3.304978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 254940 members 
Entering Unmasked Estep 
Score: -33049780.000000 Penalty: 6175.999512
	Iteration 107Q: 3 clusters Score -3.304978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 254951 members 
Entering Unmasked Estep 
Score: -33049778.000000 Penalty: 6175.999512
	Iteration 108Q: 3 clusters Score -3.304978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 254960 members 
Entering Unmasked Estep 
Score: -33049790.000000 Penalty: 6175.999512
	Iteration 109Q: 3 clusters Score -3.304979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 254966 members 
Entering Unmasked Estep 
Score: -33049774.000000 Penalty: 6175.999512
	Iteration 110Q: 3 clusters Score -3.304977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 254975 members 
Entering Unmasked Estep 
Score: -33049788.000000 Penalty: 6175.999512
	Iteration 111Q: 3 clusters Score -3.304979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 254984 members 
Entering Unmasked Estep 
Score: -33049800.000000 Penalty: 6175.999512
	Iteration 112Q: 3 clusters Score -3.30498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 254990 members 
Entering Unmasked Estep 
Score: -33049800.000000 Penalty: 6175.999512
	Iteration 113Q: 3 clusters Score -3.30498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 254996 members 
Entering Unmasked Estep 
Score: -33049786.000000 Penalty: 6175.999512
	Iteration 114Q: 3 clusters Score -3.304979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 254998 members 
Entering Unmasked Estep 
Score: -33049778.000000 Penalty: 6175.999512
	Iteration 115Q: 3 clusters Score -3.304978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 255002 members 
Entering Unmasked Estep 
Score: -33049794.000000 Penalty: 6175.999512
	Iteration 116Q: 3 clusters Score -3.304979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 255003 members 
Entering Unmasked Estep 
Score: -33049772.000000 Penalty: 6175.999512
	Iteration 117Q: 3 clusters Score -3.304977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 255002 members 
Entering Unmasked Estep 
Score: -33049770.000000 Penalty: 6175.999512
	Iteration 118Q: 3 clusters Score -3.304977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 255002 members 
Entering Unmasked Estep 
Score: -33049770.000000 Penalty: 6175.999512
	Iteration 119F: 3 clusters Score -3.304977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Entering Unmasked Estep 
Score: -9529178.000000 Penalty: 2780.337158
	Iteration 0F: 2 clusters Score -9529178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -9479702.000000 Penalty: 5560.674316
	Iteration 0F: 3 clusters Score -9479702 nChanged 34581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -9499245.000000 Penalty: 5560.674316
	Iteration 1F: 3 clusters Score -9499245 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -9500008.000000 Penalty: 5560.674316
	Iteration 2Q: 3 clusters Score -9500008 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -9500990.000000 Penalty: 5560.674316
	Iteration 3Q: 3 clusters Score -9500990 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -9502554.000000 Penalty: 5560.674316
	Iteration 4Q: 3 clusters Score -9502554 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -9505012.000000 Penalty: 5560.674316
	Iteration 5F: 3 clusters Score -9505012 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -9508998.000000 Penalty: 5560.674316
	Iteration 6F: 3 clusters Score -9508998 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -9514211.000000 Penalty: 5560.674316
	Iteration 7F: 3 clusters Score -9514211 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -9519549.000000 Penalty: 5560.674316
	Iteration 8F: 3 clusters Score -9519549 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -9523345.000000 Penalty: 5560.674316
	Iteration 9F: 3 clusters Score -9523345 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -9525283.000000 Penalty: 5560.674316
	Iteration 10Q: 3 clusters Score -9525283 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -9526093.000000 Penalty: 5560.674316
	Iteration 11Q: 3 clusters Score -9526093 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -9526452.000000 Penalty: 5560.674316
	Iteration 12Q: 3 clusters Score -9526452 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 73056 members 
Entering Unmasked Estep 
Score: -9526624.000000 Penalty: 5560.674316
	Iteration 13Q: 3 clusters Score -9526624 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -9526712.000000 Penalty: 5560.674316
	Iteration 14Q: 3 clusters Score -9526712 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -9526774.000000 Penalty: 5560.674316
	Iteration 15Q: 3 clusters Score -9526774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -9526800.000000 Penalty: 5560.674316
	Iteration 16Q: 3 clusters Score -9526800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 73241 members 
Entering Unmasked Estep 
Score: -9526822.000000 Penalty: 5560.674316
	Iteration 17Q: 3 clusters Score -9526822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -9526863.000000 Penalty: 5560.674316
	Iteration 18Q: 3 clusters Score -9526863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -9526868.000000 Penalty: 5560.674316
	Iteration 19Q: 3 clusters Score -9526868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -9526888.000000 Penalty: 5560.674316
	Iteration 20F: 3 clusters Score -9526888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -9526893.000000 Penalty: 5560.674316
	Iteration 21Q: 3 clusters Score -9526893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -9526890.000000 Penalty: 5560.674316
	Iteration 22Q: 3 clusters Score -9526890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -9526894.000000 Penalty: 5560.674316
	Iteration 23Q: 3 clusters Score -9526894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -9526898.000000 Penalty: 5560.674316
	Iteration 24Q: 3 clusters Score -9526898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -9526899.000000 Penalty: 5560.674316
	Iteration 25Q: 3 clusters Score -9526899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -9526904.000000 Penalty: 5560.674316
	Iteration 26Q: 3 clusters Score -9526904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -9526910.000000 Penalty: 5560.674316
	Iteration 27Q: 3 clusters Score -9526910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -9526910.000000 Penalty: 5560.674316
	Iteration 28Q: 3 clusters Score -9526910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -9526911.000000 Penalty: 5560.674316
	Iteration 29Q: 3 clusters Score -9526911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -9526918.000000 Penalty: 5560.674316
	Iteration 30Q: 3 clusters Score -9526918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -9526917.000000 Penalty: 5560.674316
	Iteration 31Q: 3 clusters Score -9526917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -9526914.000000 Penalty: 5560.674316
	Iteration 32Q: 3 clusters Score -9526914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -9526922.000000 Penalty: 5560.674316
	Iteration 33Q: 3 clusters Score -9526922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -9526924.000000 Penalty: 5560.674316
	Iteration 34Q: 3 clusters Score -9526924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -9526926.000000 Penalty: 5560.674316
	Iteration 35Q: 3 clusters Score -9526926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -9526926.000000 Penalty: 5560.674316
	Iteration 36F: 3 clusters Score -9526926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Entering Unmasked Estep 
Score: -1938904.750000 Penalty: 2391.020996
	Iteration 0F: 2 clusters Score -1938905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1927829.375000 Penalty: 4782.041992
	Iteration 0F: 3 clusters Score -1927829 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1931281.750000 Penalty: 4782.041992
	Iteration 1F: 3 clusters Score -1931282 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1931602.000000 Penalty: 4782.041992
	Iteration 2F: 3 clusters Score -1931602 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1931909.625000 Penalty: 4782.041992
	Iteration 3Q: 3 clusters Score -1931910 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1932213.000000 Penalty: 4782.041992
	Iteration 4Q: 3 clusters Score -1932213 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1932524.875000 Penalty: 4782.041992
	Iteration 5Q: 3 clusters Score -1932525 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1932872.875000 Penalty: 4782.041992
	Iteration 6Q: 3 clusters Score -1932873 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1933290.875000 Penalty: 4782.041992
	Iteration 7Q: 3 clusters Score -1933291 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1933747.250000 Penalty: 4782.041992
	Iteration 8Q: 3 clusters Score -1933747 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1934228.625000 Penalty: 4782.041992
	Iteration 9Q: 3 clusters Score -1934229 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1934707.000000 Penalty: 4782.041992
	Iteration 10Q: 3 clusters Score -1934707 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1935108.625000 Penalty: 4782.041992
	Iteration 11Q: 3 clusters Score -1935109 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1935432.125000 Penalty: 4782.041992
	Iteration 12Q: 3 clusters Score -1935432 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1935677.750000 Penalty: 4782.041992
	Iteration 13Q: 3 clusters Score -1935678 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1935824.500000 Penalty: 4782.041992
	Iteration 14Q: 3 clusters Score -1935824 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1935919.625000 Penalty: 4782.041992
	Iteration 15Q: 3 clusters Score -1935920 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1936005.000000 Penalty: 4782.041992
	Iteration 16Q: 3 clusters Score -1936005 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1936079.875000 Penalty: 4782.041992
	Iteration 17Q: 3 clusters Score -1936080 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1936125.625000 Penalty: 4782.041992
	Iteration 18Q: 3 clusters Score -1936126 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1936166.750000 Penalty: 4782.041992
	Iteration 19Q: 3 clusters Score -1936167 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1936220.750000 Penalty: 4782.041992
	Iteration 20F: 3 clusters Score -1936221 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1936253.500000 Penalty: 4782.041992
	Iteration 21Q: 3 clusters Score -1936254 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1936283.375000 Penalty: 4782.041992
	Iteration 22Q: 3 clusters Score -1936283 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1936301.750000 Penalty: 4782.041992
	Iteration 23Q: 3 clusters Score -1936302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1936330.000000 Penalty: 4782.041992
	Iteration 24Q: 3 clusters Score -1936330 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1936358.875000 Penalty: 4782.041992
	Iteration 25Q: 3 clusters Score -1936359 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1936377.500000 Penalty: 4782.041992
	Iteration 26Q: 3 clusters Score -1936378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1936395.500000 Penalty: 4782.041992
	Iteration 27Q: 3 clusters Score -1936396 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1936422.875000 Penalty: 4782.041992
	Iteration 28Q: 3 clusters Score -1936423 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1936438.875000 Penalty: 4782.041992
	Iteration 29Q: 3 clusters Score -1936439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1936456.000000 Penalty: 4782.041992
	Iteration 30Q: 3 clusters Score -1936456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1936471.875000 Penalty: 4782.041992
	Iteration 31Q: 3 clusters Score -1936472 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1936484.875000 Penalty: 4782.041992
	Iteration 32Q: 3 clusters Score -1936485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1936492.750000 Penalty: 4782.041992
	Iteration 33Q: 3 clusters Score -1936493 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1936510.000000 Penalty: 4782.041992
	Iteration 34Q: 3 clusters Score -1936510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1936514.125000 Penalty: 4782.041992
	Iteration 35Q: 3 clusters Score -1936514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1936529.625000 Penalty: 4782.041992
	Iteration 36Q: 3 clusters Score -1936530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1936534.625000 Penalty: 4782.041992
	Iteration 37Q: 3 clusters Score -1936535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1936541.125000 Penalty: 4782.041992
	Iteration 38Q: 3 clusters Score -1936541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1936543.875000 Penalty: 4782.041992
	Iteration 39Q: 3 clusters Score -1936544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1936552.000000 Penalty: 4782.041992
	Iteration 40F: 3 clusters Score -1936552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1936560.500000 Penalty: 4782.041992
	Iteration 41Q: 3 clusters Score -1936560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1936572.750000 Penalty: 4782.041992
	Iteration 42Q: 3 clusters Score -1936573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1936586.125000 Penalty: 4782.041992
	Iteration 43Q: 3 clusters Score -1936586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1936603.750000 Penalty: 4782.041992
	Iteration 44Q: 3 clusters Score -1936604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1936617.375000 Penalty: 4782.041992
	Iteration 45Q: 3 clusters Score -1936617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1936637.125000 Penalty: 4782.041992
	Iteration 46Q: 3 clusters Score -1936637 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1936650.750000 Penalty: 4782.041992
	Iteration 47Q: 3 clusters Score -1936651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1936669.125000 Penalty: 4782.041992
	Iteration 48Q: 3 clusters Score -1936669 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1936679.375000 Penalty: 4782.041992
	Iteration 49Q: 3 clusters Score -1936679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1936693.000000 Penalty: 4782.041992
	Iteration 50Q: 3 clusters Score -1936693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1936693.375000 Penalty: 4782.041992
	Iteration 51Q: 3 clusters Score -1936693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1936705.500000 Penalty: 4782.041992
	Iteration 52Q: 3 clusters Score -1936706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1936718.000000 Penalty: 4782.041992
	Iteration 53Q: 3 clusters Score -1936718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1936723.125000 Penalty: 4782.041992
	Iteration 54Q: 3 clusters Score -1936723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1936729.000000 Penalty: 4782.041992
	Iteration 55Q: 3 clusters Score -1936729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1936731.500000 Penalty: 4782.041992
	Iteration 56Q: 3 clusters Score -1936732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1936737.125000 Penalty: 4782.041992
	Iteration 57Q: 3 clusters Score -1936737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1936743.250000 Penalty: 4782.041992
	Iteration 58Q: 3 clusters Score -1936743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1936744.500000 Penalty: 4782.041992
	Iteration 59Q: 3 clusters Score -1936744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1936752.125000 Penalty: 4782.041992
	Iteration 60F: 3 clusters Score -1936752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1936762.625000 Penalty: 4782.041992
	Iteration 61Q: 3 clusters Score -1936763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1936767.250000 Penalty: 4782.041992
	Iteration 62Q: 3 clusters Score -1936767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1936773.250000 Penalty: 4782.041992
	Iteration 63Q: 3 clusters Score -1936773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1936777.750000 Penalty: 4782.041992
	Iteration 64Q: 3 clusters Score -1936778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1936781.125000 Penalty: 4782.041992
	Iteration 65Q: 3 clusters Score -1936781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1936782.625000 Penalty: 4782.041992
	Iteration 66Q: 3 clusters Score -1936783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1936785.625000 Penalty: 4782.041992
	Iteration 67Q: 3 clusters Score -1936786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1936791.250000 Penalty: 4782.041992
	Iteration 68Q: 3 clusters Score -1936791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1936796.125000 Penalty: 4782.041992
	Iteration 69Q: 3 clusters Score -1936796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1936799.625000 Penalty: 4782.041992
	Iteration 70Q: 3 clusters Score -1936800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1936800.875000 Penalty: 4782.041992
	Iteration 71Q: 3 clusters Score -1936801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1936804.375000 Penalty: 4782.041992
	Iteration 72Q: 3 clusters Score -1936804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1936809.625000 Penalty: 4782.041992
	Iteration 73Q: 3 clusters Score -1936810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1936811.000000 Penalty: 4782.041992
	Iteration 74Q: 3 clusters Score -1936811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1936813.000000 Penalty: 4782.041992
	Iteration 75Q: 3 clusters Score -1936813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1936815.000000 Penalty: 4782.041992
	Iteration 76Q: 3 clusters Score -1936815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1936813.750000 Penalty: 4782.041992
	Iteration 77Q: 3 clusters Score -1936814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1936818.375000 Penalty: 4782.041992
	Iteration 78Q: 3 clusters Score -1936818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1936815.625000 Penalty: 4782.041992
	Iteration 79Q: 3 clusters Score -1936816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1936818.375000 Penalty: 4782.041992
	Iteration 80F: 3 clusters Score -1936818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1936823.500000 Penalty: 4782.041992
	Iteration 81Q: 3 clusters Score -1936824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1936822.875000 Penalty: 4782.041992
	Iteration 82Q: 3 clusters Score -1936823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1936825.500000 Penalty: 4782.041992
	Iteration 83Q: 3 clusters Score -1936826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1936824.000000 Penalty: 4782.041992
	Iteration 84Q: 3 clusters Score -1936824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1936822.250000 Penalty: 4782.041992
	Iteration 85Q: 3 clusters Score -1936822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1936825.000000 Penalty: 4782.041992
	Iteration 86Q: 3 clusters Score -1936825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1936820.125000 Penalty: 4782.041992
	Iteration 87Q: 3 clusters Score -1936820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1936823.250000 Penalty: 4782.041992
	Iteration 88Q: 3 clusters Score -1936823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1936823.000000 Penalty: 4782.041992
	Iteration 89Q: 3 clusters Score -1936823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1936822.375000 Penalty: 4782.041992
	Iteration 90Q: 3 clusters Score -1936822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1936823.125000 Penalty: 4782.041992
	Iteration 91Q: 3 clusters Score -1936823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1936823.750000 Penalty: 4782.041992
	Iteration 92Q: 3 clusters Score -1936824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1936825.250000 Penalty: 4782.041992
	Iteration 93Q: 3 clusters Score -1936825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1936827.625000 Penalty: 4782.041992
	Iteration 94Q: 3 clusters Score -1936828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1936833.250000 Penalty: 4782.041992
	Iteration 95Q: 3 clusters Score -1936833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1936833.125000 Penalty: 4782.041992
	Iteration 96Q: 3 clusters Score -1936833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1936832.250000 Penalty: 4782.041992
	Iteration 97Q: 3 clusters Score -1936832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1936838.000000 Penalty: 4782.041992
	Iteration 98Q: 3 clusters Score -1936838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1936838.250000 Penalty: 4782.041992
	Iteration 99Q: 3 clusters Score -1936838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1936837.000000 Penalty: 4782.041992
	Iteration 100F: 3 clusters Score -1936837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1936842.000000 Penalty: 4782.041992
	Iteration 101Q: 3 clusters Score -1936842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1936840.625000 Penalty: 4782.041992
	Iteration 102Q: 3 clusters Score -1936841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1936839.875000 Penalty: 4782.041992
	Iteration 103Q: 3 clusters Score -1936840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1936838.500000 Penalty: 4782.041992
	Iteration 104Q: 3 clusters Score -1936838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1936837.125000 Penalty: 4782.041992
	Iteration 105Q: 3 clusters Score -1936837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1936837.125000 Penalty: 4782.041992
	Iteration 106F: 3 clusters Score -1936837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Entering Unmasked Estep 
Score: -6423637.500000 Penalty: 2679.682617
	Iteration 0F: 2 clusters Score -6423638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -6390556.000000 Penalty: 5359.365234
	Iteration 0F: 3 clusters Score -6390556 nChanged 22518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -6403035.000000 Penalty: 5359.365234
	Iteration 1F: 3 clusters Score -6403035 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -6403608.000000 Penalty: 5359.365234
	Iteration 2Q: 3 clusters Score -6403608 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -6404200.000000 Penalty: 5359.365234
	Iteration 3Q: 3 clusters Score -6404200 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -6404927.000000 Penalty: 5359.365234
	Iteration 4Q: 3 clusters Score -6404927 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -6405806.500000 Penalty: 5359.365234
	Iteration 5Q: 3 clusters Score -6405806 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -6406973.500000 Penalty: 5359.365234
	Iteration 6Q: 3 clusters Score -6406974 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -6408274.500000 Penalty: 5359.365234
	Iteration 7F: 3 clusters Score -6408274 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -6409860.500000 Penalty: 5359.365234
	Iteration 8F: 3 clusters Score -6409860 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -6411654.500000 Penalty: 5359.365234
	Iteration 9F: 3 clusters Score -6411654 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -6413623.000000 Penalty: 5359.365234
	Iteration 10F: 3 clusters Score -6413623 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -6415424.500000 Penalty: 5359.365234
	Iteration 11F: 3 clusters Score -6415424 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -6416999.500000 Penalty: 5359.365234
	Iteration 12Q: 3 clusters Score -6417000 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -6418234.500000 Penalty: 5359.365234
	Iteration 13Q: 3 clusters Score -6418234 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -6419123.000000 Penalty: 5359.365234
	Iteration 14Q: 3 clusters Score -6419123 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6419743.000000 Penalty: 5359.365234
	Iteration 15Q: 3 clusters Score -6419743 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6420214.000000 Penalty: 5359.365234
	Iteration 16Q: 3 clusters Score -6420214 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6420570.000000 Penalty: 5359.365234
	Iteration 17Q: 3 clusters Score -6420570 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6420788.000000 Penalty: 5359.365234
	Iteration 18Q: 3 clusters Score -6420788 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6420935.000000 Penalty: 5359.365234
	Iteration 19Q: 3 clusters Score -6420935 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6421057.500000 Penalty: 5359.365234
	Iteration 20F: 3 clusters Score -6421058 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6421120.000000 Penalty: 5359.365234
	Iteration 21Q: 3 clusters Score -6421120 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6421196.000000 Penalty: 5359.365234
	Iteration 22Q: 3 clusters Score -6421196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6421246.000000 Penalty: 5359.365234
	Iteration 23Q: 3 clusters Score -6421246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6421280.000000 Penalty: 5359.365234
	Iteration 24Q: 3 clusters Score -6421280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6421298.000000 Penalty: 5359.365234
	Iteration 25Q: 3 clusters Score -6421298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6421321.500000 Penalty: 5359.365234
	Iteration 26Q: 3 clusters Score -6421322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6421333.500000 Penalty: 5359.365234
	Iteration 27Q: 3 clusters Score -6421334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6421341.000000 Penalty: 5359.365234
	Iteration 28Q: 3 clusters Score -6421341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6421362.500000 Penalty: 5359.365234
	Iteration 29Q: 3 clusters Score -6421362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6421374.500000 Penalty: 5359.365234
	Iteration 30Q: 3 clusters Score -6421374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6421390.500000 Penalty: 5359.365234
	Iteration 31Q: 3 clusters Score -6421390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6421384.000000 Penalty: 5359.365234
	Iteration 32Q: 3 clusters Score -6421384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6421391.000000 Penalty: 5359.365234
	Iteration 33Q: 3 clusters Score -6421391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6421398.500000 Penalty: 5359.365234
	Iteration 34Q: 3 clusters Score -6421398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6421401.500000 Penalty: 5359.365234
	Iteration 35Q: 3 clusters Score -6421402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6421405.500000 Penalty: 5359.365234
	Iteration 36Q: 3 clusters Score -6421406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6421404.500000 Penalty: 5359.365234
	Iteration 37Q: 3 clusters Score -6421404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6421401.500000 Penalty: 5359.365234
	Iteration 38Q: 3 clusters Score -6421402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6421399.500000 Penalty: 5359.365234
	Iteration 39Q: 3 clusters Score -6421400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6421399.500000 Penalty: 5359.365234
	Iteration 40F: 3 clusters Score -6421400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -96593.945312 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -96593.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -94808.851562 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -94808.85 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95106.578125 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -95106.58 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -95202.734375 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -95202.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95257.664062 Penalty: 3337.992676
	Iteration 3Q: 3 clusters Score -95257.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95303.968750 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -95303.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95338.625000 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -95338.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -95358.562500 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -95358.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -95374.046875 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -95374.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -95393.632812 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -95393.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95435.421875 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -95435.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95481.429688 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -95481.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -95542.859375 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -95542.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95597.179688 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -95597.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -95634.023438 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -95634.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95678.132812 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -95678.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95743.242188 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -95743.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -95824.976562 Penalty: 3337.992676
	Iteration 16Q: 3 clusters Score -95824.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95983.195312 Penalty: 3337.992676
	Iteration 17Q: 3 clusters Score -95983.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96095.656250 Penalty: 3337.992676
	Iteration 18Q: 3 clusters Score -96095.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96164.078125 Penalty: 3337.992676
	Iteration 19Q: 3 clusters Score -96164.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -96255.562500 Penalty: 3337.992676
	Iteration 20F: 3 clusters Score -96255.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -96318.906250 Penalty: 3337.992676
	Iteration 21Q: 3 clusters Score -96318.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -96366.695312 Penalty: 3337.992676
	Iteration 22Q: 3 clusters Score -96366.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -96392.460938 Penalty: 3337.992676
	Iteration 23Q: 3 clusters Score -96392.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -96413.093750 Penalty: 3337.992676
	Iteration 24Q: 3 clusters Score -96413.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -96443.984375 Penalty: 3337.992676
	Iteration 25Q: 3 clusters Score -96443.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96475.718750 Penalty: 3337.992676
	Iteration 26Q: 3 clusters Score -96475.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -96482.148438 Penalty: 3337.992676
	Iteration 27Q: 3 clusters Score -96482.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -96486.781250 Penalty: 3337.992676
	Iteration 28Q: 3 clusters Score -96486.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -96508.671875 Penalty: 3337.992676
	Iteration 29Q: 3 clusters Score -96508.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -96530.929688 Penalty: 3337.992676
	Iteration 30Q: 3 clusters Score -96530.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -96547.585938 Penalty: 3337.992676
	Iteration 31Q: 3 clusters Score -96547.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -96558.507812 Penalty: 3337.992676
	Iteration 32F: 3 clusters Score -96558.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -96614.593750 Penalty: 3337.992676
	Iteration 33Q: 3 clusters Score -96614.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -96633.062500 Penalty: 3337.992676
	Iteration 34Q: 3 clusters Score -96633.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -96638.890625 Penalty: 3337.992676
	Iteration 35Q: 3 clusters Score -96638.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -96638.890625 Penalty: 3337.992676
	Iteration 36F: 3 clusters Score -96638.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 22600 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 15703 members 
Mstep: Class 5 contains 155835 members 
Mstep: Class 6 contains 101639 members 
Mstep: Class 7 contains 30342 members 
Mstep: Class 8 contains 168400 members 
Mstep: Class 9 contains 7367 members 
Mstep: Class 10 contains 13901 members 
Mstep: Class 11 contains 45836 members 
Mstep: Class 12 contains 102961 members 
Mstep: Class 13 contains 44974 members 
Mstep: Class 14 contains 255662 members 
Mstep: Class 15 contains 73942 members 
Mstep: Class 16 contains 15386 members 
Mstep: Class 17 contains 49275 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36613 members 
Mstep: Class 21 contains 4644 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 5136 members 
Mstep: Class 24 contains 10495 members 
Mstep: Class 25 contains 5776 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7775 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 25213 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 13660 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 263 members 
Entering Unmasked Estep 
Score: -157701216.000000 Penalty: 118478.460938
Splitting cluster 18 changes total score from -157702768.000000 to -157701216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (6505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Entering Unmasked Estep 
Score: -791735.062500 Penalty: 2177.520996
	Iteration 0F: 2 clusters Score -791735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -786310.812500 Penalty: 4355.041992
	Iteration 0F: 3 clusters Score -786310.8 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -787740.250000 Penalty: 4355.041992
	Iteration 1F: 3 clusters Score -787740.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -787984.687500 Penalty: 4355.041992
	Iteration 2F: 3 clusters Score -787984.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -788128.187500 Penalty: 4355.041992
	Iteration 3Q: 3 clusters Score -788128.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -788217.250000 Penalty: 4355.041992
	Iteration 4Q: 3 clusters Score -788217.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -788290.937500 Penalty: 4355.041992
	Iteration 5Q: 3 clusters Score -788290.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -788359.250000 Penalty: 4355.041992
	Iteration 6Q: 3 clusters Score -788359.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -788409.375000 Penalty: 4355.041992
	Iteration 7Q: 3 clusters Score -788409.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -788453.125000 Penalty: 4355.041992
	Iteration 8Q: 3 clusters Score -788453.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -788493.625000 Penalty: 4355.041992
	Iteration 9Q: 3 clusters Score -788493.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -788529.250000 Penalty: 4355.041992
	Iteration 10Q: 3 clusters Score -788529.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -788567.562500 Penalty: 4355.041992
	Iteration 11Q: 3 clusters Score -788567.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -788606.125000 Penalty: 4355.041992
	Iteration 12Q: 3 clusters Score -788606.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -788652.750000 Penalty: 4355.041992
	Iteration 13Q: 3 clusters Score -788652.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -788696.937500 Penalty: 4355.041992
	Iteration 14Q: 3 clusters Score -788696.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -788748.687500 Penalty: 4355.041992
	Iteration 15Q: 3 clusters Score -788748.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -788803.312500 Penalty: 4355.041992
	Iteration 16Q: 3 clusters Score -788803.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -788853.500000 Penalty: 4355.041992
	Iteration 17Q: 3 clusters Score -788853.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -788884.625000 Penalty: 4355.041992
	Iteration 18Q: 3 clusters Score -788884.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -788913.500000 Penalty: 4355.041992
	Iteration 19Q: 3 clusters Score -788913.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -788943.750000 Penalty: 4355.041992
	Iteration 20F: 3 clusters Score -788943.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -788973.687500 Penalty: 4355.041992
	Iteration 21Q: 3 clusters Score -788973.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -789007.625000 Penalty: 4355.041992
	Iteration 22Q: 3 clusters Score -789007.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -789046.187500 Penalty: 4355.041992
	Iteration 23Q: 3 clusters Score -789046.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -789076.375000 Penalty: 4355.041992
	Iteration 24Q: 3 clusters Score -789076.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -789116.062500 Penalty: 4355.041992
	Iteration 25Q: 3 clusters Score -789116.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -789154.000000 Penalty: 4355.041992
	Iteration 26Q: 3 clusters Score -789154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -789180.812500 Penalty: 4355.041992
	Iteration 27Q: 3 clusters Score -789180.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -789208.625000 Penalty: 4355.041992
	Iteration 28Q: 3 clusters Score -789208.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -789237.375000 Penalty: 4355.041992
	Iteration 29Q: 3 clusters Score -789237.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -789267.250000 Penalty: 4355.041992
	Iteration 30Q: 3 clusters Score -789267.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -789290.562500 Penalty: 4355.041992
	Iteration 31Q: 3 clusters Score -789290.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -789317.250000 Penalty: 4355.041992
	Iteration 32Q: 3 clusters Score -789317.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -789338.875000 Penalty: 4355.041992
	Iteration 33Q: 3 clusters Score -789338.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -789362.250000 Penalty: 4355.041992
	Iteration 34Q: 3 clusters Score -789362.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -789385.375000 Penalty: 4355.041992
	Iteration 35Q: 3 clusters Score -789385.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -789405.562500 Penalty: 4355.041992
	Iteration 36Q: 3 clusters Score -789405.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -789424.375000 Penalty: 4355.041992
	Iteration 37Q: 3 clusters Score -789424.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -789442.625000 Penalty: 4355.041992
	Iteration 38Q: 3 clusters Score -789442.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -789457.687500 Penalty: 4355.041992
	Iteration 39Q: 3 clusters Score -789457.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -789478.937500 Penalty: 4355.041992
	Iteration 40F: 3 clusters Score -789478.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -789492.375000 Penalty: 4355.041992
	Iteration 41Q: 3 clusters Score -789492.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -789502.250000 Penalty: 4355.041992
	Iteration 42Q: 3 clusters Score -789502.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -789516.437500 Penalty: 4355.041992
	Iteration 43Q: 3 clusters Score -789516.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -789527.812500 Penalty: 4355.041992
	Iteration 44Q: 3 clusters Score -789527.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -789542.687500 Penalty: 4355.041992
	Iteration 45Q: 3 clusters Score -789542.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -789556.500000 Penalty: 4355.041992
	Iteration 46Q: 3 clusters Score -789556.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -789563.750000 Penalty: 4355.041992
	Iteration 47Q: 3 clusters Score -789563.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -789578.187500 Penalty: 4355.041992
	Iteration 48Q: 3 clusters Score -789578.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -789594.625000 Penalty: 4355.041992
	Iteration 49Q: 3 clusters Score -789594.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -789603.375000 Penalty: 4355.041992
	Iteration 50Q: 3 clusters Score -789603.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -789613.187500 Penalty: 4355.041992
	Iteration 51Q: 3 clusters Score -789613.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -789623.250000 Penalty: 4355.041992
	Iteration 52Q: 3 clusters Score -789623.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -789629.750000 Penalty: 4355.041992
	Iteration 53Q: 3 clusters Score -789629.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -789640.562500 Penalty: 4355.041992
	Iteration 54Q: 3 clusters Score -789640.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -789648.625000 Penalty: 4355.041992
	Iteration 55Q: 3 clusters Score -789648.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -789655.812500 Penalty: 4355.041992
	Iteration 56Q: 3 clusters Score -789655.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -789659.312500 Penalty: 4355.041992
	Iteration 57Q: 3 clusters Score -789659.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -789666.437500 Penalty: 4355.041992
	Iteration 58Q: 3 clusters Score -789666.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -789674.437500 Penalty: 4355.041992
	Iteration 59Q: 3 clusters Score -789674.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -789693.312500 Penalty: 4355.041992
	Iteration 60F: 3 clusters Score -789693.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -789700.312500 Penalty: 4355.041992
	Iteration 61Q: 3 clusters Score -789700.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -789708.000000 Penalty: 4355.041992
	Iteration 62Q: 3 clusters Score -789708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -789718.062500 Penalty: 4355.041992
	Iteration 63Q: 3 clusters Score -789718.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -789725.000000 Penalty: 4355.041992
	Iteration 64Q: 3 clusters Score -789725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -789731.437500 Penalty: 4355.041992
	Iteration 65Q: 3 clusters Score -789731.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -789738.687500 Penalty: 4355.041992
	Iteration 66Q: 3 clusters Score -789738.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -789741.000000 Penalty: 4355.041992
	Iteration 67Q: 3 clusters Score -789741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -789748.062500 Penalty: 4355.041992
	Iteration 68Q: 3 clusters Score -789748.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -789750.875000 Penalty: 4355.041992
	Iteration 69Q: 3 clusters Score -789750.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -789752.812500 Penalty: 4355.041992
	Iteration 70Q: 3 clusters Score -789752.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -789758.625000 Penalty: 4355.041992
	Iteration 71Q: 3 clusters Score -789758.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -789763.875000 Penalty: 4355.041992
	Iteration 72Q: 3 clusters Score -789763.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -789764.500000 Penalty: 4355.041992
	Iteration 73Q: 3 clusters Score -789764.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -789767.375000 Penalty: 4355.041992
	Iteration 74Q: 3 clusters Score -789767.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -789773.250000 Penalty: 4355.041992
	Iteration 75Q: 3 clusters Score -789773.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -789778.750000 Penalty: 4355.041992
	Iteration 76Q: 3 clusters Score -789778.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -789780.750000 Penalty: 4355.041992
	Iteration 77Q: 3 clusters Score -789780.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -789781.750000 Penalty: 4355.041992
	Iteration 78Q: 3 clusters Score -789781.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -789787.750000 Penalty: 4355.041992
	Iteration 79Q: 3 clusters Score -789787.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -789791.812500 Penalty: 4355.041992
	Iteration 80F: 3 clusters Score -789791.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -789796.062500 Penalty: 4355.041992
	Iteration 81Q: 3 clusters Score -789796.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -789799.937500 Penalty: 4355.041992
	Iteration 82Q: 3 clusters Score -789799.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -789803.625000 Penalty: 4355.041992
	Iteration 83Q: 3 clusters Score -789803.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -789807.437500 Penalty: 4355.041992
	Iteration 84Q: 3 clusters Score -789807.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -789813.750000 Penalty: 4355.041992
	Iteration 85Q: 3 clusters Score -789813.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -789818.812500 Penalty: 4355.041992
	Iteration 86Q: 3 clusters Score -789818.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -789827.125000 Penalty: 4355.041992
	Iteration 87Q: 3 clusters Score -789827.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -789837.750000 Penalty: 4355.041992
	Iteration 88Q: 3 clusters Score -789837.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -789846.937500 Penalty: 4355.041992
	Iteration 89Q: 3 clusters Score -789846.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -789856.562500 Penalty: 4355.041992
	Iteration 90Q: 3 clusters Score -789856.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -789868.250000 Penalty: 4355.041992
	Iteration 91Q: 3 clusters Score -789868.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -789877.750000 Penalty: 4355.041992
	Iteration 92Q: 3 clusters Score -789877.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -789890.000000 Penalty: 4355.041992
	Iteration 93Q: 3 clusters Score -789890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -789904.750000 Penalty: 4355.041992
	Iteration 94Q: 3 clusters Score -789904.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -789921.125000 Penalty: 4355.041992
	Iteration 95Q: 3 clusters Score -789921.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -789937.062500 Penalty: 4355.041992
	Iteration 96Q: 3 clusters Score -789937.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -789945.562500 Penalty: 4355.041992
	Iteration 97Q: 3 clusters Score -789945.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -789950.125000 Penalty: 4355.041992
	Iteration 98Q: 3 clusters Score -789950.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -789952.125000 Penalty: 4355.041992
	Iteration 99Q: 3 clusters Score -789952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -789957.812500 Penalty: 4355.041992
	Iteration 100F: 3 clusters Score -789957.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -789962.187500 Penalty: 4355.041992
	Iteration 101Q: 3 clusters Score -789962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -789966.125000 Penalty: 4355.041992
	Iteration 102Q: 3 clusters Score -789966.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -789970.062500 Penalty: 4355.041992
	Iteration 103Q: 3 clusters Score -789970.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -789974.250000 Penalty: 4355.041992
	Iteration 104Q: 3 clusters Score -789974.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -789979.000000 Penalty: 4355.041992
	Iteration 105Q: 3 clusters Score -789979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -789987.250000 Penalty: 4355.041992
	Iteration 106Q: 3 clusters Score -789987.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -789990.187500 Penalty: 4355.041992
	Iteration 107Q: 3 clusters Score -789990.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -789997.312500 Penalty: 4355.041992
	Iteration 108Q: 3 clusters Score -789997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -790001.000000 Penalty: 4355.041992
	Iteration 109Q: 3 clusters Score -790001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -790010.937500 Penalty: 4355.041992
	Iteration 110Q: 3 clusters Score -790010.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -790017.687500 Penalty: 4355.041992
	Iteration 111Q: 3 clusters Score -790017.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -790024.937500 Penalty: 4355.041992
	Iteration 112Q: 3 clusters Score -790024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -790026.750000 Penalty: 4355.041992
	Iteration 113Q: 3 clusters Score -790026.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -790029.000000 Penalty: 4355.041992
	Iteration 114Q: 3 clusters Score -790029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -790032.437500 Penalty: 4355.041992
	Iteration 115Q: 3 clusters Score -790032.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -790035.000000 Penalty: 4355.041992
	Iteration 116Q: 3 clusters Score -790035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -790037.000000 Penalty: 4355.041992
	Iteration 117Q: 3 clusters Score -790037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -790040.312500 Penalty: 4355.041992
	Iteration 118Q: 3 clusters Score -790040.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -790044.937500 Penalty: 4355.041992
	Iteration 119Q: 3 clusters Score -790044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -790047.687500 Penalty: 4355.041992
	Iteration 120F: 3 clusters Score -790047.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -790052.375000 Penalty: 4355.041992
	Iteration 121Q: 3 clusters Score -790052.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -790059.000000 Penalty: 4355.041992
	Iteration 122Q: 3 clusters Score -790059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -790060.625000 Penalty: 4355.041992
	Iteration 123Q: 3 clusters Score -790060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -790064.437500 Penalty: 4355.041992
	Iteration 124Q: 3 clusters Score -790064.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -790068.500000 Penalty: 4355.041992
	Iteration 125Q: 3 clusters Score -790068.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -790071.687500 Penalty: 4355.041992
	Iteration 126Q: 3 clusters Score -790071.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -790075.687500 Penalty: 4355.041992
	Iteration 127Q: 3 clusters Score -790075.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -790079.437500 Penalty: 4355.041992
	Iteration 128Q: 3 clusters Score -790079.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -790081.312500 Penalty: 4355.041992
	Iteration 129Q: 3 clusters Score -790081.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -790082.562500 Penalty: 4355.041992
	Iteration 130Q: 3 clusters Score -790082.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -790084.875000 Penalty: 4355.041992
	Iteration 131Q: 3 clusters Score -790084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -790085.437500 Penalty: 4355.041992
	Iteration 132Q: 3 clusters Score -790085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -790085.437500 Penalty: 4355.041992
	Iteration 133Q: 3 clusters Score -790085.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -790085.437500 Penalty: 4355.041992
	Iteration 134F: 3 clusters Score -790085.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Entering Unmasked Estep 
Score: -4788528.000000 Penalty: 2606.023438
	Iteration 0F: 2 clusters Score -4788528 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 18390 members 
Entering Unmasked Estep 
Score: -4763776.000000 Penalty: 5212.046875
	Iteration 0F: 3 clusters Score -4763776 nChanged 16585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -4772577.000000 Penalty: 5212.046875
	Iteration 1F: 3 clusters Score -4772577 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4773008.500000 Penalty: 5212.046875
	Iteration 2Q: 3 clusters Score -4773008 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4773463.000000 Penalty: 5212.046875
	Iteration 3Q: 3 clusters Score -4773463 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4773937.500000 Penalty: 5212.046875
	Iteration 4Q: 3 clusters Score -4773938 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -4774667.500000 Penalty: 5212.046875
	Iteration 5Q: 3 clusters Score -4774668 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -4775730.000000 Penalty: 5212.046875
	Iteration 6F: 3 clusters Score -4775730 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4777297.500000 Penalty: 5212.046875
	Iteration 7F: 3 clusters Score -4777298 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -4779170.500000 Penalty: 5212.046875
	Iteration 8F: 3 clusters Score -4779170 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -4781228.500000 Penalty: 5212.046875
	Iteration 9F: 3 clusters Score -4781228 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -4783061.000000 Penalty: 5212.046875
	Iteration 10F: 3 clusters Score -4783061 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -4784403.500000 Penalty: 5212.046875
	Iteration 11Q: 3 clusters Score -4784404 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4785287.500000 Penalty: 5212.046875
	Iteration 12Q: 3 clusters Score -4785288 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -4785785.000000 Penalty: 5212.046875
	Iteration 13Q: 3 clusters Score -4785785 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4786064.500000 Penalty: 5212.046875
	Iteration 14Q: 3 clusters Score -4786064 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4786213.500000 Penalty: 5212.046875
	Iteration 15Q: 3 clusters Score -4786214 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -4786289.000000 Penalty: 5212.046875
	Iteration 16Q: 3 clusters Score -4786289 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -4786350.000000 Penalty: 5212.046875
	Iteration 17Q: 3 clusters Score -4786350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4786390.500000 Penalty: 5212.046875
	Iteration 18Q: 3 clusters Score -4786390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -4786419.000000 Penalty: 5212.046875
	Iteration 19Q: 3 clusters Score -4786419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -4786428.000000 Penalty: 5212.046875
	Iteration 20F: 3 clusters Score -4786428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -4786444.000000 Penalty: 5212.046875
	Iteration 21Q: 3 clusters Score -4786444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -4786449.500000 Penalty: 5212.046875
	Iteration 22Q: 3 clusters Score -4786450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -4786456.000000 Penalty: 5212.046875
	Iteration 23Q: 3 clusters Score -4786456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4786461.500000 Penalty: 5212.046875
	Iteration 24Q: 3 clusters Score -4786462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4786464.000000 Penalty: 5212.046875
	Iteration 25Q: 3 clusters Score -4786464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4786470.500000 Penalty: 5212.046875
	Iteration 26Q: 3 clusters Score -4786470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4786469.000000 Penalty: 5212.046875
	Iteration 27Q: 3 clusters Score -4786469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -4786471.000000 Penalty: 5212.046875
	Iteration 28Q: 3 clusters Score -4786471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4786474.000000 Penalty: 5212.046875
	Iteration 29Q: 3 clusters Score -4786474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -4786472.000000 Penalty: 5212.046875
	Iteration 30Q: 3 clusters Score -4786472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -4786472.000000 Penalty: 5212.046875
	Iteration 31F: 3 clusters Score -4786472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -565210.875000 Penalty: 2093.946289
	Iteration 0F: 2 clusters Score -565210.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -560970.625000 Penalty: 4187.892578
	Iteration 0F: 3 clusters Score -560970.6 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -562049.750000 Penalty: 4187.892578
	Iteration 1F: 3 clusters Score -562049.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -562314.125000 Penalty: 4187.892578
	Iteration 2F: 3 clusters Score -562314.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -562466.562500 Penalty: 4187.892578
	Iteration 3F: 3 clusters Score -562466.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -562594.812500 Penalty: 4187.892578
	Iteration 4Q: 3 clusters Score -562594.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -562720.437500 Penalty: 4187.892578
	Iteration 5Q: 3 clusters Score -562720.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -562875.562500 Penalty: 4187.892578
	Iteration 6Q: 3 clusters Score -562875.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -563084.625000 Penalty: 4187.892578
	Iteration 7Q: 3 clusters Score -563084.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -563298.937500 Penalty: 4187.892578
	Iteration 8Q: 3 clusters Score -563298.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -563529.875000 Penalty: 4187.892578
	Iteration 9F: 3 clusters Score -563529.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -563753.125000 Penalty: 4187.892578
	Iteration 10Q: 3 clusters Score -563753.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -563954.187500 Penalty: 4187.892578
	Iteration 11Q: 3 clusters Score -563954.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -564057.625000 Penalty: 4187.892578
	Iteration 12Q: 3 clusters Score -564057.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -564113.250000 Penalty: 4187.892578
	Iteration 13Q: 3 clusters Score -564113.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -564143.062500 Penalty: 4187.892578
	Iteration 14Q: 3 clusters Score -564143.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -564158.937500 Penalty: 4187.892578
	Iteration 15Q: 3 clusters Score -564158.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -564168.937500 Penalty: 4187.892578
	Iteration 16Q: 3 clusters Score -564168.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -564177.187500 Penalty: 4187.892578
	Iteration 17Q: 3 clusters Score -564177.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -564183.187500 Penalty: 4187.892578
	Iteration 18Q: 3 clusters Score -564183.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -564185.937500 Penalty: 4187.892578
	Iteration 19Q: 3 clusters Score -564185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -564191.125000 Penalty: 4187.892578
	Iteration 20F: 3 clusters Score -564191.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -564194.125000 Penalty: 4187.892578
	Iteration 21Q: 3 clusters Score -564194.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -564197.312500 Penalty: 4187.892578
	Iteration 22Q: 3 clusters Score -564197.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -564199.875000 Penalty: 4187.892578
	Iteration 23Q: 3 clusters Score -564199.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -564203.375000 Penalty: 4187.892578
	Iteration 24Q: 3 clusters Score -564203.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -564208.937500 Penalty: 4187.892578
	Iteration 25Q: 3 clusters Score -564208.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -564211.500000 Penalty: 4187.892578
	Iteration 26Q: 3 clusters Score -564211.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -564215.187500 Penalty: 4187.892578
	Iteration 27Q: 3 clusters Score -564215.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -564222.937500 Penalty: 4187.892578
	Iteration 28Q: 3 clusters Score -564222.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -564227.687500 Penalty: 4187.892578
	Iteration 29Q: 3 clusters Score -564227.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -564229.250000 Penalty: 4187.892578
	Iteration 30Q: 3 clusters Score -564229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -564231.062500 Penalty: 4187.892578
	Iteration 31Q: 3 clusters Score -564231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -564231.500000 Penalty: 4187.892578
	Iteration 32Q: 3 clusters Score -564231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -564232.312500 Penalty: 4187.892578
	Iteration 33Q: 3 clusters Score -564232.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -564234.812500 Penalty: 4187.892578
	Iteration 34Q: 3 clusters Score -564234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -564237.437500 Penalty: 4187.892578
	Iteration 35Q: 3 clusters Score -564237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -564244.187500 Penalty: 4187.892578
	Iteration 36Q: 3 clusters Score -564244.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -564252.750000 Penalty: 4187.892578
	Iteration 37Q: 3 clusters Score -564252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -564266.187500 Penalty: 4187.892578
	Iteration 38Q: 3 clusters Score -564266.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -564278.125000 Penalty: 4187.892578
	Iteration 39Q: 3 clusters Score -564278.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -564292.187500 Penalty: 4187.892578
	Iteration 40F: 3 clusters Score -564292.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -564296.437500 Penalty: 4187.892578
	Iteration 41Q: 3 clusters Score -564296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -564297.687500 Penalty: 4187.892578
	Iteration 42Q: 3 clusters Score -564297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -564298.312500 Penalty: 4187.892578
	Iteration 43Q: 3 clusters Score -564298.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -564298.437500 Penalty: 4187.892578
	Iteration 44Q: 3 clusters Score -564298.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -564298.437500 Penalty: 4187.892578
	Iteration 45F: 3 clusters Score -564298.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Entering Unmasked Estep 
Score: -734010.875000 Penalty: 2152.637939
	Iteration 0F: 2 clusters Score -734010.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -728913.625000 Penalty: 4305.275879
	Iteration 0F: 3 clusters Score -728913.6 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -730222.687500 Penalty: 4305.275879
	Iteration 1F: 3 clusters Score -730222.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -730451.812500 Penalty: 4305.275879
	Iteration 2F: 3 clusters Score -730451.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -730578.250000 Penalty: 4305.275879
	Iteration 3Q: 3 clusters Score -730578.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -730657.625000 Penalty: 4305.275879
	Iteration 4Q: 3 clusters Score -730657.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -730715.437500 Penalty: 4305.275879
	Iteration 5Q: 3 clusters Score -730715.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -730760.250000 Penalty: 4305.275879
	Iteration 6Q: 3 clusters Score -730760.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -730794.937500 Penalty: 4305.275879
	Iteration 7Q: 3 clusters Score -730794.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -730822.625000 Penalty: 4305.275879
	Iteration 8Q: 3 clusters Score -730822.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -730856.875000 Penalty: 4305.275879
	Iteration 9Q: 3 clusters Score -730856.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -730886.625000 Penalty: 4305.275879
	Iteration 10Q: 3 clusters Score -730886.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -730914.437500 Penalty: 4305.275879
	Iteration 11Q: 3 clusters Score -730914.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -730935.562500 Penalty: 4305.275879
	Iteration 12Q: 3 clusters Score -730935.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -730948.000000 Penalty: 4305.275879
	Iteration 13Q: 3 clusters Score -730948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -730962.937500 Penalty: 4305.275879
	Iteration 14Q: 3 clusters Score -730962.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -730975.437500 Penalty: 4305.275879
	Iteration 15Q: 3 clusters Score -730975.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -730985.312500 Penalty: 4305.275879
	Iteration 16Q: 3 clusters Score -730985.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -730991.062500 Penalty: 4305.275879
	Iteration 17Q: 3 clusters Score -730991.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -731001.125000 Penalty: 4305.275879
	Iteration 18Q: 3 clusters Score -731001.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -731011.187500 Penalty: 4305.275879
	Iteration 19Q: 3 clusters Score -731011.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -731020.062500 Penalty: 4305.275879
	Iteration 20F: 3 clusters Score -731020.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -731028.875000 Penalty: 4305.275879
	Iteration 21Q: 3 clusters Score -731028.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -731039.375000 Penalty: 4305.275879
	Iteration 22Q: 3 clusters Score -731039.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -731044.187500 Penalty: 4305.275879
	Iteration 23Q: 3 clusters Score -731044.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -731051.562500 Penalty: 4305.275879
	Iteration 24Q: 3 clusters Score -731051.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -731057.687500 Penalty: 4305.275879
	Iteration 25Q: 3 clusters Score -731057.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -731062.000000 Penalty: 4305.275879
	Iteration 26Q: 3 clusters Score -731062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -731065.875000 Penalty: 4305.275879
	Iteration 27Q: 3 clusters Score -731065.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -731073.375000 Penalty: 4305.275879
	Iteration 28Q: 3 clusters Score -731073.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -731081.312500 Penalty: 4305.275879
	Iteration 29Q: 3 clusters Score -731081.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -731088.187500 Penalty: 4305.275879
	Iteration 30Q: 3 clusters Score -731088.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -731095.812500 Penalty: 4305.275879
	Iteration 31Q: 3 clusters Score -731095.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -731099.500000 Penalty: 4305.275879
	Iteration 32Q: 3 clusters Score -731099.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -731104.812500 Penalty: 4305.275879
	Iteration 33Q: 3 clusters Score -731104.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -731109.125000 Penalty: 4305.275879
	Iteration 34Q: 3 clusters Score -731109.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -731113.750000 Penalty: 4305.275879
	Iteration 35Q: 3 clusters Score -731113.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -731116.875000 Penalty: 4305.275879
	Iteration 36Q: 3 clusters Score -731116.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -731117.000000 Penalty: 4305.275879
	Iteration 37Q: 3 clusters Score -731117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -731118.937500 Penalty: 4305.275879
	Iteration 38Q: 3 clusters Score -731118.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -731121.375000 Penalty: 4305.275879
	Iteration 39Q: 3 clusters Score -731121.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -731123.375000 Penalty: 4305.275879
	Iteration 40F: 3 clusters Score -731123.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -731127.437500 Penalty: 4305.275879
	Iteration 41Q: 3 clusters Score -731127.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -731131.500000 Penalty: 4305.275879
	Iteration 42Q: 3 clusters Score -731131.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -731138.625000 Penalty: 4305.275879
	Iteration 43Q: 3 clusters Score -731138.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -731148.375000 Penalty: 4305.275879
	Iteration 44Q: 3 clusters Score -731148.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -731155.750000 Penalty: 4305.275879
	Iteration 45Q: 3 clusters Score -731155.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -731159.250000 Penalty: 4305.275879
	Iteration 46Q: 3 clusters Score -731159.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -731164.500000 Penalty: 4305.275879
	Iteration 47Q: 3 clusters Score -731164.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -731169.812500 Penalty: 4305.275879
	Iteration 48Q: 3 clusters Score -731169.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -731171.875000 Penalty: 4305.275879
	Iteration 49Q: 3 clusters Score -731171.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -731173.812500 Penalty: 4305.275879
	Iteration 50Q: 3 clusters Score -731173.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -731176.375000 Penalty: 4305.275879
	Iteration 51Q: 3 clusters Score -731176.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -731179.187500 Penalty: 4305.275879
	Iteration 52Q: 3 clusters Score -731179.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -731183.937500 Penalty: 4305.275879
	Iteration 53Q: 3 clusters Score -731183.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -731186.437500 Penalty: 4305.275879
	Iteration 54Q: 3 clusters Score -731186.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -731193.625000 Penalty: 4305.275879
	Iteration 55Q: 3 clusters Score -731193.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -731201.062500 Penalty: 4305.275879
	Iteration 56Q: 3 clusters Score -731201.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -731210.187500 Penalty: 4305.275879
	Iteration 57Q: 3 clusters Score -731210.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -731219.062500 Penalty: 4305.275879
	Iteration 58Q: 3 clusters Score -731219.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -731223.937500 Penalty: 4305.275879
	Iteration 59Q: 3 clusters Score -731223.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -731228.750000 Penalty: 4305.275879
	Iteration 60F: 3 clusters Score -731228.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -731231.937500 Penalty: 4305.275879
	Iteration 61Q: 3 clusters Score -731231.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -731234.250000 Penalty: 4305.275879
	Iteration 62Q: 3 clusters Score -731234.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -731238.187500 Penalty: 4305.275879
	Iteration 63Q: 3 clusters Score -731238.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -731242.312500 Penalty: 4305.275879
	Iteration 64Q: 3 clusters Score -731242.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -731242.250000 Penalty: 4305.275879
	Iteration 65Q: 3 clusters Score -731242.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -731246.875000 Penalty: 4305.275879
	Iteration 66Q: 3 clusters Score -731246.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -731253.625000 Penalty: 4305.275879
	Iteration 67Q: 3 clusters Score -731253.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -731257.437500 Penalty: 4305.275879
	Iteration 68Q: 3 clusters Score -731257.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -731262.875000 Penalty: 4305.275879
	Iteration 69Q: 3 clusters Score -731262.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -731270.562500 Penalty: 4305.275879
	Iteration 70Q: 3 clusters Score -731270.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -731278.312500 Penalty: 4305.275879
	Iteration 71Q: 3 clusters Score -731278.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -731283.187500 Penalty: 4305.275879
	Iteration 72Q: 3 clusters Score -731283.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -731293.000000 Penalty: 4305.275879
	Iteration 73Q: 3 clusters Score -731293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -731302.812500 Penalty: 4305.275879
	Iteration 74Q: 3 clusters Score -731302.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -731312.312500 Penalty: 4305.275879
	Iteration 75Q: 3 clusters Score -731312.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -731326.187500 Penalty: 4305.275879
	Iteration 76Q: 3 clusters Score -731326.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -731335.500000 Penalty: 4305.275879
	Iteration 77Q: 3 clusters Score -731335.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -731344.937500 Penalty: 4305.275879
	Iteration 78Q: 3 clusters Score -731344.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -731350.312500 Penalty: 4305.275879
	Iteration 79Q: 3 clusters Score -731350.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -731355.250000 Penalty: 4305.275879
	Iteration 80F: 3 clusters Score -731355.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -731366.375000 Penalty: 4305.275879
	Iteration 81Q: 3 clusters Score -731366.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -731377.312500 Penalty: 4305.275879
	Iteration 82Q: 3 clusters Score -731377.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -731392.125000 Penalty: 4305.275879
	Iteration 83Q: 3 clusters Score -731392.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -731403.125000 Penalty: 4305.275879
	Iteration 84Q: 3 clusters Score -731403.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -731416.812500 Penalty: 4305.275879
	Iteration 85Q: 3 clusters Score -731416.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -731424.750000 Penalty: 4305.275879
	Iteration 86Q: 3 clusters Score -731424.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -731433.187500 Penalty: 4305.275879
	Iteration 87Q: 3 clusters Score -731433.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -731439.687500 Penalty: 4305.275879
	Iteration 88Q: 3 clusters Score -731439.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -731447.812500 Penalty: 4305.275879
	Iteration 89Q: 3 clusters Score -731447.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -731451.812500 Penalty: 4305.275879
	Iteration 90Q: 3 clusters Score -731451.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -731455.437500 Penalty: 4305.275879
	Iteration 91Q: 3 clusters Score -731455.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -731461.125000 Penalty: 4305.275879
	Iteration 92Q: 3 clusters Score -731461.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -731469.500000 Penalty: 4305.275879
	Iteration 93Q: 3 clusters Score -731469.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -731478.937500 Penalty: 4305.275879
	Iteration 94Q: 3 clusters Score -731478.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -731489.500000 Penalty: 4305.275879
	Iteration 95Q: 3 clusters Score -731489.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -731499.000000 Penalty: 4305.275879
	Iteration 96Q: 3 clusters Score -731499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -731510.500000 Penalty: 4305.275879
	Iteration 97Q: 3 clusters Score -731510.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -731528.187500 Penalty: 4305.275879
	Iteration 98Q: 3 clusters Score -731528.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -731545.812500 Penalty: 4305.275879
	Iteration 99Q: 3 clusters Score -731545.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -731564.312500 Penalty: 4305.275879
	Iteration 100F: 3 clusters Score -731564.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -731575.750000 Penalty: 4305.275879
	Iteration 101Q: 3 clusters Score -731575.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -731583.125000 Penalty: 4305.275879
	Iteration 102Q: 3 clusters Score -731583.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -731589.125000 Penalty: 4305.275879
	Iteration 103Q: 3 clusters Score -731589.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -731598.375000 Penalty: 4305.275879
	Iteration 104Q: 3 clusters Score -731598.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -731608.500000 Penalty: 4305.275879
	Iteration 105Q: 3 clusters Score -731608.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -731618.375000 Penalty: 4305.275879
	Iteration 106Q: 3 clusters Score -731618.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -731630.125000 Penalty: 4305.275879
	Iteration 107Q: 3 clusters Score -731630.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -731642.875000 Penalty: 4305.275879
	Iteration 108Q: 3 clusters Score -731642.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -731654.375000 Penalty: 4305.275879
	Iteration 109Q: 3 clusters Score -731654.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -731666.187500 Penalty: 4305.275879
	Iteration 110Q: 3 clusters Score -731666.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -731675.500000 Penalty: 4305.275879
	Iteration 111Q: 3 clusters Score -731675.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -731688.437500 Penalty: 4305.275879
	Iteration 112Q: 3 clusters Score -731688.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -731697.937500 Penalty: 4305.275879
	Iteration 113Q: 3 clusters Score -731697.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -731711.687500 Penalty: 4305.275879
	Iteration 114Q: 3 clusters Score -731711.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -731726.187500 Penalty: 4305.275879
	Iteration 115Q: 3 clusters Score -731726.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -731737.375000 Penalty: 4305.275879
	Iteration 116Q: 3 clusters Score -731737.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -731746.562500 Penalty: 4305.275879
	Iteration 117Q: 3 clusters Score -731746.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -731759.437500 Penalty: 4305.275879
	Iteration 118Q: 3 clusters Score -731759.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -731772.500000 Penalty: 4305.275879
	Iteration 119Q: 3 clusters Score -731772.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -731783.062500 Penalty: 4305.275879
	Iteration 120F: 3 clusters Score -731783.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -731789.562500 Penalty: 4305.275879
	Iteration 121Q: 3 clusters Score -731789.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -731795.375000 Penalty: 4305.275879
	Iteration 122Q: 3 clusters Score -731795.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -731802.562500 Penalty: 4305.275879
	Iteration 123Q: 3 clusters Score -731802.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -731811.750000 Penalty: 4305.275879
	Iteration 124Q: 3 clusters Score -731811.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -731822.687500 Penalty: 4305.275879
	Iteration 125Q: 3 clusters Score -731822.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -731837.312500 Penalty: 4305.275879
	Iteration 126Q: 3 clusters Score -731837.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -731857.625000 Penalty: 4305.275879
	Iteration 127Q: 3 clusters Score -731857.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -731884.437500 Penalty: 4305.275879
	Iteration 128Q: 3 clusters Score -731884.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -731912.625000 Penalty: 4305.275879
	Iteration 129Q: 3 clusters Score -731912.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -731934.000000 Penalty: 4305.275879
	Iteration 130Q: 3 clusters Score -731934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -731957.937500 Penalty: 4305.275879
	Iteration 131Q: 3 clusters Score -731957.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -731978.687500 Penalty: 4305.275879
	Iteration 132Q: 3 clusters Score -731978.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -731995.500000 Penalty: 4305.275879
	Iteration 133Q: 3 clusters Score -731995.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -732011.625000 Penalty: 4305.275879
	Iteration 134Q: 3 clusters Score -732011.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -732018.187500 Penalty: 4305.275879
	Iteration 135Q: 3 clusters Score -732018.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -732028.937500 Penalty: 4305.275879
	Iteration 136Q: 3 clusters Score -732028.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -732035.437500 Penalty: 4305.275879
	Iteration 137Q: 3 clusters Score -732035.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -732041.875000 Penalty: 4305.275879
	Iteration 138Q: 3 clusters Score -732041.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -732043.812500 Penalty: 4305.275879
	Iteration 139Q: 3 clusters Score -732043.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -732048.437500 Penalty: 4305.275879
	Iteration 140F: 3 clusters Score -732048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -732053.187500 Penalty: 4305.275879
	Iteration 141Q: 3 clusters Score -732053.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -732060.750000 Penalty: 4305.275879
	Iteration 142Q: 3 clusters Score -732060.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -732066.562500 Penalty: 4305.275879
	Iteration 143Q: 3 clusters Score -732066.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -732074.187500 Penalty: 4305.275879
	Iteration 144Q: 3 clusters Score -732074.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -732079.750000 Penalty: 4305.275879
	Iteration 145Q: 3 clusters Score -732079.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -732085.625000 Penalty: 4305.275879
	Iteration 146Q: 3 clusters Score -732085.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -732094.562500 Penalty: 4305.275879
	Iteration 147Q: 3 clusters Score -732094.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -732101.500000 Penalty: 4305.275879
	Iteration 148Q: 3 clusters Score -732101.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -732106.750000 Penalty: 4305.275879
	Iteration 149Q: 3 clusters Score -732106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -732111.062500 Penalty: 4305.275879
	Iteration 150Q: 3 clusters Score -732111.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -732118.875000 Penalty: 4305.275879
	Iteration 151Q: 3 clusters Score -732118.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -732125.437500 Penalty: 4305.275879
	Iteration 152Q: 3 clusters Score -732125.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -732131.687500 Penalty: 4305.275879
	Iteration 153Q: 3 clusters Score -732131.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -732135.312500 Penalty: 4305.275879
	Iteration 154Q: 3 clusters Score -732135.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -732139.875000 Penalty: 4305.275879
	Iteration 155Q: 3 clusters Score -732139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -732142.000000 Penalty: 4305.275879
	Iteration 156Q: 3 clusters Score -732142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -732146.187500 Penalty: 4305.275879
	Iteration 157Q: 3 clusters Score -732146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -732147.000000 Penalty: 4305.275879
	Iteration 158Q: 3 clusters Score -732147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -732150.187500 Penalty: 4305.275879
	Iteration 159Q: 3 clusters Score -732150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -732150.500000 Penalty: 4305.275879
	Iteration 160F: 3 clusters Score -732150.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -732155.500000 Penalty: 4305.275879
	Iteration 161Q: 3 clusters Score -732155.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -732155.187500 Penalty: 4305.275879
	Iteration 162Q: 3 clusters Score -732155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -732156.500000 Penalty: 4305.275879
	Iteration 163Q: 3 clusters Score -732156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -732155.562500 Penalty: 4305.275879
	Iteration 164Q: 3 clusters Score -732155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -732156.187500 Penalty: 4305.275879
	Iteration 165Q: 3 clusters Score -732156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -732156.187500 Penalty: 4305.275879
	Iteration 166F: 3 clusters Score -732156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Entering Unmasked Estep 
Score: -617931.937500 Penalty: 2118.919434
	Iteration 0F: 2 clusters Score -617931.9 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 2586 members 
Entering Unmasked Estep 
Score: -613357.187500 Penalty: 4237.838867
	Iteration 0F: 3 clusters Score -613357.2 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -614598.437500 Penalty: 4237.838867
	Iteration 1F: 3 clusters Score -614598.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -614935.250000 Penalty: 4237.838867
	Iteration 2F: 3 clusters Score -614935.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -615252.250000 Penalty: 4237.838867
	Iteration 3F: 3 clusters Score -615252.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -615553.500000 Penalty: 4237.838867
	Iteration 4F: 3 clusters Score -615553.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -615832.250000 Penalty: 4237.838867
	Iteration 5F: 3 clusters Score -615832.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -616059.125000 Penalty: 4237.838867
	Iteration 6F: 3 clusters Score -616059.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -616222.687500 Penalty: 4237.838867
	Iteration 7Q: 3 clusters Score -616222.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -616355.625000 Penalty: 4237.838867
	Iteration 8Q: 3 clusters Score -616355.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -616485.562500 Penalty: 4237.838867
	Iteration 9Q: 3 clusters Score -616485.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -616585.187500 Penalty: 4237.838867
	Iteration 10Q: 3 clusters Score -616585.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -616665.875000 Penalty: 4237.838867
	Iteration 11Q: 3 clusters Score -616665.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -616728.937500 Penalty: 4237.838867
	Iteration 12Q: 3 clusters Score -616728.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -616771.875000 Penalty: 4237.838867
	Iteration 13Q: 3 clusters Score -616771.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -616813.750000 Penalty: 4237.838867
	Iteration 14Q: 3 clusters Score -616813.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -616840.812500 Penalty: 4237.838867
	Iteration 15Q: 3 clusters Score -616840.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -616863.812500 Penalty: 4237.838867
	Iteration 16Q: 3 clusters Score -616863.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -616883.625000 Penalty: 4237.838867
	Iteration 17Q: 3 clusters Score -616883.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -616895.312500 Penalty: 4237.838867
	Iteration 18Q: 3 clusters Score -616895.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -616904.375000 Penalty: 4237.838867
	Iteration 19Q: 3 clusters Score -616904.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -616914.312500 Penalty: 4237.838867
	Iteration 20F: 3 clusters Score -616914.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -616921.625000 Penalty: 4237.838867
	Iteration 21Q: 3 clusters Score -616921.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -616922.937500 Penalty: 4237.838867
	Iteration 22Q: 3 clusters Score -616922.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -616926.000000 Penalty: 4237.838867
	Iteration 23Q: 3 clusters Score -616926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -616928.125000 Penalty: 4237.838867
	Iteration 24Q: 3 clusters Score -616928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -616928.062500 Penalty: 4237.838867
	Iteration 25Q: 3 clusters Score -616928.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -616931.812500 Penalty: 4237.838867
	Iteration 26Q: 3 clusters Score -616931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -616931.437500 Penalty: 4237.838867
	Iteration 27Q: 3 clusters Score -616931.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -616931.750000 Penalty: 4237.838867
	Iteration 28Q: 3 clusters Score -616931.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -616931.750000 Penalty: 4237.838867
	Iteration 29F: 3 clusters Score -616931.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Entering Unmasked Estep 
Score: -1314175.500000 Penalty: 2296.146240
	Iteration 0F: 2 clusters Score -1314176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1306212.875000 Penalty: 4592.292480
	Iteration 0F: 3 clusters Score -1306213 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1308545.750000 Penalty: 4592.292480
	Iteration 1F: 3 clusters Score -1308546 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1308846.625000 Penalty: 4592.292480
	Iteration 2F: 3 clusters Score -1308847 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1309063.375000 Penalty: 4592.292480
	Iteration 3Q: 3 clusters Score -1309063 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1309262.875000 Penalty: 4592.292480
	Iteration 4Q: 3 clusters Score -1309263 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1309513.250000 Penalty: 4592.292480
	Iteration 5Q: 3 clusters Score -1309513 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1309768.000000 Penalty: 4592.292480
	Iteration 6Q: 3 clusters Score -1309768 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1309991.750000 Penalty: 4592.292480
	Iteration 7Q: 3 clusters Score -1309992 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1310162.375000 Penalty: 4592.292480
	Iteration 8Q: 3 clusters Score -1310162 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1310329.000000 Penalty: 4592.292480
	Iteration 9Q: 3 clusters Score -1310329 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1310498.750000 Penalty: 4592.292480
	Iteration 10Q: 3 clusters Score -1310499 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1310690.625000 Penalty: 4592.292480
	Iteration 11Q: 3 clusters Score -1310691 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1310861.250000 Penalty: 4592.292480
	Iteration 12Q: 3 clusters Score -1310861 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1310989.500000 Penalty: 4592.292480
	Iteration 13Q: 3 clusters Score -1310990 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1311127.000000 Penalty: 4592.292480
	Iteration 14Q: 3 clusters Score -1311127 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1311240.750000 Penalty: 4592.292480
	Iteration 15Q: 3 clusters Score -1311241 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1311349.250000 Penalty: 4592.292480
	Iteration 16Q: 3 clusters Score -1311349 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1311438.750000 Penalty: 4592.292480
	Iteration 17Q: 3 clusters Score -1311439 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1311536.000000 Penalty: 4592.292480
	Iteration 18Q: 3 clusters Score -1311536 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1311646.250000 Penalty: 4592.292480
	Iteration 19Q: 3 clusters Score -1311646 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1311765.250000 Penalty: 4592.292480
	Iteration 20F: 3 clusters Score -1311765 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1311882.875000 Penalty: 4592.292480
	Iteration 21Q: 3 clusters Score -1311883 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1311985.500000 Penalty: 4592.292480
	Iteration 22Q: 3 clusters Score -1311986 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1312102.000000 Penalty: 4592.292480
	Iteration 23Q: 3 clusters Score -1312102 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1312189.750000 Penalty: 4592.292480
	Iteration 24Q: 3 clusters Score -1312190 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1312263.250000 Penalty: 4592.292480
	Iteration 25Q: 3 clusters Score -1312263 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1312323.250000 Penalty: 4592.292480
	Iteration 26Q: 3 clusters Score -1312323 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1312378.250000 Penalty: 4592.292480
	Iteration 27Q: 3 clusters Score -1312378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1312424.625000 Penalty: 4592.292480
	Iteration 28Q: 3 clusters Score -1312425 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1312477.375000 Penalty: 4592.292480
	Iteration 29Q: 3 clusters Score -1312477 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1312506.750000 Penalty: 4592.292480
	Iteration 30Q: 3 clusters Score -1312507 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1312539.875000 Penalty: 4592.292480
	Iteration 31Q: 3 clusters Score -1312540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1312558.375000 Penalty: 4592.292480
	Iteration 32Q: 3 clusters Score -1312558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1312576.500000 Penalty: 4592.292480
	Iteration 33Q: 3 clusters Score -1312576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1312600.000000 Penalty: 4592.292480
	Iteration 34Q: 3 clusters Score -1312600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1312621.250000 Penalty: 4592.292480
	Iteration 35Q: 3 clusters Score -1312621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1312637.125000 Penalty: 4592.292480
	Iteration 36Q: 3 clusters Score -1312637 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1312654.000000 Penalty: 4592.292480
	Iteration 37Q: 3 clusters Score -1312654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1312674.375000 Penalty: 4592.292480
	Iteration 38Q: 3 clusters Score -1312674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1312684.750000 Penalty: 4592.292480
	Iteration 39Q: 3 clusters Score -1312685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1312697.250000 Penalty: 4592.292480
	Iteration 40F: 3 clusters Score -1312697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1312703.250000 Penalty: 4592.292480
	Iteration 41Q: 3 clusters Score -1312703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1312711.125000 Penalty: 4592.292480
	Iteration 42Q: 3 clusters Score -1312711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1312715.750000 Penalty: 4592.292480
	Iteration 43Q: 3 clusters Score -1312716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1312722.000000 Penalty: 4592.292480
	Iteration 44Q: 3 clusters Score -1312722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1312728.625000 Penalty: 4592.292480
	Iteration 45Q: 3 clusters Score -1312729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1312729.500000 Penalty: 4592.292480
	Iteration 46Q: 3 clusters Score -1312730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1312732.125000 Penalty: 4592.292480
	Iteration 47Q: 3 clusters Score -1312732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1312734.500000 Penalty: 4592.292480
	Iteration 48Q: 3 clusters Score -1312734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1312732.875000 Penalty: 4592.292480
	Iteration 49Q: 3 clusters Score -1312733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1312737.500000 Penalty: 4592.292480
	Iteration 50Q: 3 clusters Score -1312738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1312738.875000 Penalty: 4592.292480
	Iteration 51Q: 3 clusters Score -1312739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1312739.250000 Penalty: 4592.292480
	Iteration 52Q: 3 clusters Score -1312739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1312748.625000 Penalty: 4592.292480
	Iteration 53Q: 3 clusters Score -1312749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1312749.250000 Penalty: 4592.292480
	Iteration 54Q: 3 clusters Score -1312749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1312751.125000 Penalty: 4592.292480
	Iteration 55Q: 3 clusters Score -1312751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1312751.125000 Penalty: 4592.292480
	Iteration 56Q: 3 clusters Score -1312751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1312753.500000 Penalty: 4592.292480
	Iteration 57Q: 3 clusters Score -1312754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1312752.125000 Penalty: 4592.292480
	Iteration 58Q: 3 clusters Score -1312752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1312752.125000 Penalty: 4592.292480
	Iteration 59F: 3 clusters Score -1312752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Entering Unmasked Estep 
Score: -706539.625000 Penalty: 2148.043701
	Iteration 0F: 2 clusters Score -706539.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -701593.062500 Penalty: 4296.087402
	Iteration 0F: 3 clusters Score -701593.1 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -702846.562500 Penalty: 4296.087402
	Iteration 1F: 3 clusters Score -702846.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -703100.625000 Penalty: 4296.087402
	Iteration 2F: 3 clusters Score -703100.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -703265.625000 Penalty: 4296.087402
	Iteration 3F: 3 clusters Score -703265.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -703378.437500 Penalty: 4296.087402
	Iteration 4Q: 3 clusters Score -703378.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -703465.750000 Penalty: 4296.087402
	Iteration 5Q: 3 clusters Score -703465.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -703551.125000 Penalty: 4296.087402
	Iteration 6Q: 3 clusters Score -703551.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -703623.437500 Penalty: 4296.087402
	Iteration 7Q: 3 clusters Score -703623.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -703679.062500 Penalty: 4296.087402
	Iteration 8Q: 3 clusters Score -703679.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -703738.375000 Penalty: 4296.087402
	Iteration 9Q: 3 clusters Score -703738.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -703782.750000 Penalty: 4296.087402
	Iteration 10Q: 3 clusters Score -703782.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -703830.875000 Penalty: 4296.087402
	Iteration 11Q: 3 clusters Score -703830.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -703870.125000 Penalty: 4296.087402
	Iteration 12Q: 3 clusters Score -703870.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -703909.750000 Penalty: 4296.087402
	Iteration 13Q: 3 clusters Score -703909.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -703942.625000 Penalty: 4296.087402
	Iteration 14Q: 3 clusters Score -703942.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -703980.437500 Penalty: 4296.087402
	Iteration 15Q: 3 clusters Score -703980.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -704017.437500 Penalty: 4296.087402
	Iteration 16Q: 3 clusters Score -704017.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -704058.687500 Penalty: 4296.087402
	Iteration 17Q: 3 clusters Score -704058.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -704085.687500 Penalty: 4296.087402
	Iteration 18Q: 3 clusters Score -704085.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -704110.687500 Penalty: 4296.087402
	Iteration 19Q: 3 clusters Score -704110.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -704139.500000 Penalty: 4296.087402
	Iteration 20F: 3 clusters Score -704139.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -704174.750000 Penalty: 4296.087402
	Iteration 21Q: 3 clusters Score -704174.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -704207.687500 Penalty: 4296.087402
	Iteration 22Q: 3 clusters Score -704207.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -704239.312500 Penalty: 4296.087402
	Iteration 23Q: 3 clusters Score -704239.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -704257.187500 Penalty: 4296.087402
	Iteration 24Q: 3 clusters Score -704257.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -704272.687500 Penalty: 4296.087402
	Iteration 25Q: 3 clusters Score -704272.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -704283.375000 Penalty: 4296.087402
	Iteration 26Q: 3 clusters Score -704283.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -704304.250000 Penalty: 4296.087402
	Iteration 27Q: 3 clusters Score -704304.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -704322.000000 Penalty: 4296.087402
	Iteration 28Q: 3 clusters Score -704322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -704340.812500 Penalty: 4296.087402
	Iteration 29Q: 3 clusters Score -704340.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -704354.000000 Penalty: 4296.087402
	Iteration 30Q: 3 clusters Score -704354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -704367.375000 Penalty: 4296.087402
	Iteration 31Q: 3 clusters Score -704367.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -704383.375000 Penalty: 4296.087402
	Iteration 32Q: 3 clusters Score -704383.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -704401.312500 Penalty: 4296.087402
	Iteration 33Q: 3 clusters Score -704401.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -704421.125000 Penalty: 4296.087402
	Iteration 34Q: 3 clusters Score -704421.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -704443.375000 Penalty: 4296.087402
	Iteration 35Q: 3 clusters Score -704443.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -704462.187500 Penalty: 4296.087402
	Iteration 36Q: 3 clusters Score -704462.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -704477.375000 Penalty: 4296.087402
	Iteration 37Q: 3 clusters Score -704477.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -704495.500000 Penalty: 4296.087402
	Iteration 38Q: 3 clusters Score -704495.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -704512.875000 Penalty: 4296.087402
	Iteration 39Q: 3 clusters Score -704512.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -704531.312500 Penalty: 4296.087402
	Iteration 40F: 3 clusters Score -704531.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -704544.125000 Penalty: 4296.087402
	Iteration 41Q: 3 clusters Score -704544.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -704556.062500 Penalty: 4296.087402
	Iteration 42Q: 3 clusters Score -704556.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -704568.687500 Penalty: 4296.087402
	Iteration 43Q: 3 clusters Score -704568.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -704587.875000 Penalty: 4296.087402
	Iteration 44Q: 3 clusters Score -704587.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -704603.937500 Penalty: 4296.087402
	Iteration 45Q: 3 clusters Score -704603.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -704617.687500 Penalty: 4296.087402
	Iteration 46Q: 3 clusters Score -704617.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -704628.562500 Penalty: 4296.087402
	Iteration 47Q: 3 clusters Score -704628.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -704642.375000 Penalty: 4296.087402
	Iteration 48Q: 3 clusters Score -704642.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -704657.312500 Penalty: 4296.087402
	Iteration 49Q: 3 clusters Score -704657.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -704669.625000 Penalty: 4296.087402
	Iteration 50Q: 3 clusters Score -704669.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -704678.375000 Penalty: 4296.087402
	Iteration 51Q: 3 clusters Score -704678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -704682.500000 Penalty: 4296.087402
	Iteration 52Q: 3 clusters Score -704682.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -704687.937500 Penalty: 4296.087402
	Iteration 53Q: 3 clusters Score -704687.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -704692.625000 Penalty: 4296.087402
	Iteration 54Q: 3 clusters Score -704692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -704699.750000 Penalty: 4296.087402
	Iteration 55Q: 3 clusters Score -704699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -704700.625000 Penalty: 4296.087402
	Iteration 56Q: 3 clusters Score -704700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -704703.812500 Penalty: 4296.087402
	Iteration 57Q: 3 clusters Score -704703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -704705.187500 Penalty: 4296.087402
	Iteration 58Q: 3 clusters Score -704705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -704705.375000 Penalty: 4296.087402
	Iteration 59Q: 3 clusters Score -704705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -704707.687500 Penalty: 4296.087402
	Iteration 60F: 3 clusters Score -704707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -704709.625000 Penalty: 4296.087402
	Iteration 61Q: 3 clusters Score -704709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -704709.437500 Penalty: 4296.087402
	Iteration 62Q: 3 clusters Score -704709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -704711.187500 Penalty: 4296.087402
	Iteration 63Q: 3 clusters Score -704711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -704713.750000 Penalty: 4296.087402
	Iteration 64Q: 3 clusters Score -704713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -704713.750000 Penalty: 4296.087402
	Iteration 65F: 3 clusters Score -704713.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -85815.132812 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -85815.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84094.781250 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -84094.78 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84332.906250 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -84332.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84391.664062 Penalty: 3264.684326
	Iteration 2Q: 3 clusters Score -84391.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84435.757812 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -84435.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84459.859375 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -84459.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84474.617188 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -84474.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84477.390625 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -84477.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84478.843750 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -84478.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84481.046875 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -84481.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84482.429688 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -84482.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84482.429688 Penalty: 3264.684326
	Iteration 10F: 3 clusters Score -84482.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Entering Unmasked Estep 
Score: -883461.937500 Penalty: 2221.749756
	Iteration 0F: 2 clusters Score -883461.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -877251.250000 Penalty: 4443.499512
	Iteration 0F: 3 clusters Score -877251.2 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -879306.375000 Penalty: 4443.499512
	Iteration 1F: 3 clusters Score -879306.4 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -880128.000000 Penalty: 4443.499512
	Iteration 2F: 3 clusters Score -880128 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -880941.375000 Penalty: 4443.499512
	Iteration 3F: 3 clusters Score -880941.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -881580.875000 Penalty: 4443.499512
	Iteration 4F: 3 clusters Score -881580.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -882066.625000 Penalty: 4443.499512
	Iteration 5F: 3 clusters Score -882066.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -882369.812500 Penalty: 4443.499512
	Iteration 6Q: 3 clusters Score -882369.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -882524.750000 Penalty: 4443.499512
	Iteration 7Q: 3 clusters Score -882524.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -882632.000000 Penalty: 4443.499512
	Iteration 8Q: 3 clusters Score -882632 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -882700.250000 Penalty: 4443.499512
	Iteration 9Q: 3 clusters Score -882700.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -882744.500000 Penalty: 4443.499512
	Iteration 10Q: 3 clusters Score -882744.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -882778.062500 Penalty: 4443.499512
	Iteration 11Q: 3 clusters Score -882778.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -882800.250000 Penalty: 4443.499512
	Iteration 12Q: 3 clusters Score -882800.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -882821.750000 Penalty: 4443.499512
	Iteration 13Q: 3 clusters Score -882821.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -882835.250000 Penalty: 4443.499512
	Iteration 14Q: 3 clusters Score -882835.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -882846.562500 Penalty: 4443.499512
	Iteration 15Q: 3 clusters Score -882846.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -882854.062500 Penalty: 4443.499512
	Iteration 16Q: 3 clusters Score -882854.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -882860.500000 Penalty: 4443.499512
	Iteration 17Q: 3 clusters Score -882860.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -882871.250000 Penalty: 4443.499512
	Iteration 18Q: 3 clusters Score -882871.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -882878.437500 Penalty: 4443.499512
	Iteration 19Q: 3 clusters Score -882878.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -882887.437500 Penalty: 4443.499512
	Iteration 20F: 3 clusters Score -882887.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -882888.875000 Penalty: 4443.499512
	Iteration 21Q: 3 clusters Score -882888.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -882893.187500 Penalty: 4443.499512
	Iteration 22Q: 3 clusters Score -882893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -882895.500000 Penalty: 4443.499512
	Iteration 23Q: 3 clusters Score -882895.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -882898.937500 Penalty: 4443.499512
	Iteration 24Q: 3 clusters Score -882898.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -882901.125000 Penalty: 4443.499512
	Iteration 25Q: 3 clusters Score -882901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -882902.937500 Penalty: 4443.499512
	Iteration 26Q: 3 clusters Score -882902.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -882907.125000 Penalty: 4443.499512
	Iteration 27Q: 3 clusters Score -882907.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -882909.812500 Penalty: 4443.499512
	Iteration 28Q: 3 clusters Score -882909.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -882912.375000 Penalty: 4443.499512
	Iteration 29Q: 3 clusters Score -882912.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -882915.687500 Penalty: 4443.499512
	Iteration 30Q: 3 clusters Score -882915.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -882915.437500 Penalty: 4443.499512
	Iteration 31Q: 3 clusters Score -882915.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -882918.937500 Penalty: 4443.499512
	Iteration 32Q: 3 clusters Score -882918.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -882922.062500 Penalty: 4443.499512
	Iteration 33Q: 3 clusters Score -882922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -882924.125000 Penalty: 4443.499512
	Iteration 34Q: 3 clusters Score -882924.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -882925.125000 Penalty: 4443.499512
	Iteration 35Q: 3 clusters Score -882925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -882927.375000 Penalty: 4443.499512
	Iteration 36Q: 3 clusters Score -882927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -882927.375000 Penalty: 4443.499512
	Iteration 37Q: 3 clusters Score -882927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -882927.375000 Penalty: 4443.499512
	Iteration 38F: 3 clusters Score -882927.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Entering Unmasked Estep 
Score: -710484.875000 Penalty: 2141.077148
	Iteration 0F: 2 clusters Score -710484.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -705576.312500 Penalty: 4282.154297
	Iteration 0F: 3 clusters Score -705576.3 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -706747.250000 Penalty: 4282.154297
	Iteration 1F: 3 clusters Score -706747.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -706942.750000 Penalty: 4282.154297
	Iteration 2F: 3 clusters Score -706942.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -707046.687500 Penalty: 4282.154297
	Iteration 3Q: 3 clusters Score -707046.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -707122.312500 Penalty: 4282.154297
	Iteration 4Q: 3 clusters Score -707122.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -707180.875000 Penalty: 4282.154297
	Iteration 5Q: 3 clusters Score -707180.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -707236.375000 Penalty: 4282.154297
	Iteration 6Q: 3 clusters Score -707236.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -707272.562500 Penalty: 4282.154297
	Iteration 7Q: 3 clusters Score -707272.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -707300.500000 Penalty: 4282.154297
	Iteration 8Q: 3 clusters Score -707300.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -707334.000000 Penalty: 4282.154297
	Iteration 9Q: 3 clusters Score -707334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -707362.687500 Penalty: 4282.154297
	Iteration 10Q: 3 clusters Score -707362.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -707383.625000 Penalty: 4282.154297
	Iteration 11Q: 3 clusters Score -707383.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -707402.687500 Penalty: 4282.154297
	Iteration 12Q: 3 clusters Score -707402.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -707420.687500 Penalty: 4282.154297
	Iteration 13Q: 3 clusters Score -707420.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -707445.062500 Penalty: 4282.154297
	Iteration 14Q: 3 clusters Score -707445.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -707472.125000 Penalty: 4282.154297
	Iteration 15Q: 3 clusters Score -707472.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -707505.187500 Penalty: 4282.154297
	Iteration 16Q: 3 clusters Score -707505.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -707546.625000 Penalty: 4282.154297
	Iteration 17Q: 3 clusters Score -707546.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -707599.875000 Penalty: 4282.154297
	Iteration 18Q: 3 clusters Score -707599.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -707657.062500 Penalty: 4282.154297
	Iteration 19Q: 3 clusters Score -707657.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -707729.812500 Penalty: 4282.154297
	Iteration 20F: 3 clusters Score -707729.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -707807.875000 Penalty: 4282.154297
	Iteration 21Q: 3 clusters Score -707807.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -707901.125000 Penalty: 4282.154297
	Iteration 22Q: 3 clusters Score -707901.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -707988.375000 Penalty: 4282.154297
	Iteration 23Q: 3 clusters Score -707988.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -708073.937500 Penalty: 4282.154297
	Iteration 24Q: 3 clusters Score -708073.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -708145.375000 Penalty: 4282.154297
	Iteration 25Q: 3 clusters Score -708145.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -708224.562500 Penalty: 4282.154297
	Iteration 26Q: 3 clusters Score -708224.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -708289.062500 Penalty: 4282.154297
	Iteration 27Q: 3 clusters Score -708289.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -708344.125000 Penalty: 4282.154297
	Iteration 28Q: 3 clusters Score -708344.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -708392.812500 Penalty: 4282.154297
	Iteration 29Q: 3 clusters Score -708392.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -708432.687500 Penalty: 4282.154297
	Iteration 30Q: 3 clusters Score -708432.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -708460.750000 Penalty: 4282.154297
	Iteration 31Q: 3 clusters Score -708460.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -708493.500000 Penalty: 4282.154297
	Iteration 32Q: 3 clusters Score -708493.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -708511.500000 Penalty: 4282.154297
	Iteration 33Q: 3 clusters Score -708511.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -708523.812500 Penalty: 4282.154297
	Iteration 34Q: 3 clusters Score -708523.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -708542.312500 Penalty: 4282.154297
	Iteration 35Q: 3 clusters Score -708542.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -708556.625000 Penalty: 4282.154297
	Iteration 36Q: 3 clusters Score -708556.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -708565.187500 Penalty: 4282.154297
	Iteration 37Q: 3 clusters Score -708565.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -708572.500000 Penalty: 4282.154297
	Iteration 38Q: 3 clusters Score -708572.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -708579.125000 Penalty: 4282.154297
	Iteration 39Q: 3 clusters Score -708579.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -708584.812500 Penalty: 4282.154297
	Iteration 40F: 3 clusters Score -708584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -708586.750000 Penalty: 4282.154297
	Iteration 41Q: 3 clusters Score -708586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -708590.687500 Penalty: 4282.154297
	Iteration 42Q: 3 clusters Score -708590.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -708598.312500 Penalty: 4282.154297
	Iteration 43Q: 3 clusters Score -708598.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -708603.125000 Penalty: 4282.154297
	Iteration 44Q: 3 clusters Score -708603.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -708606.812500 Penalty: 4282.154297
	Iteration 45Q: 3 clusters Score -708606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -708613.187500 Penalty: 4282.154297
	Iteration 46Q: 3 clusters Score -708613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -708618.437500 Penalty: 4282.154297
	Iteration 47Q: 3 clusters Score -708618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -708619.437500 Penalty: 4282.154297
	Iteration 48Q: 3 clusters Score -708619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -708620.500000 Penalty: 4282.154297
	Iteration 49Q: 3 clusters Score -708620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -708620.500000 Penalty: 4282.154297
	Iteration 50F: 3 clusters Score -708620.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Entering Unmasked Estep 
Score: -3194887.000000 Penalty: 2513.508545
	Iteration 0F: 2 clusters Score -3194887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3177478.000000 Penalty: 5027.017090
	Iteration 0F: 3 clusters Score -3177478 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3183489.000000 Penalty: 5027.017090
	Iteration 1F: 3 clusters Score -3183489 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -3183866.250000 Penalty: 5027.017090
	Iteration 2Q: 3 clusters Score -3183866 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -3184137.000000 Penalty: 5027.017090
	Iteration 3Q: 3 clusters Score -3184137 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3184364.500000 Penalty: 5027.017090
	Iteration 4Q: 3 clusters Score -3184364 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3184582.250000 Penalty: 5027.017090
	Iteration 5Q: 3 clusters Score -3184582 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3184871.250000 Penalty: 5027.017090
	Iteration 6Q: 3 clusters Score -3184871 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3185222.250000 Penalty: 5027.017090
	Iteration 7Q: 3 clusters Score -3185222 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3185659.750000 Penalty: 5027.017090
	Iteration 8Q: 3 clusters Score -3185660 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3186177.750000 Penalty: 5027.017090
	Iteration 9Q: 3 clusters Score -3186178 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -3186815.250000 Penalty: 5027.017090
	Iteration 10Q: 3 clusters Score -3186815 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3187646.500000 Penalty: 5027.017090
	Iteration 11Q: 3 clusters Score -3187646 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3188699.000000 Penalty: 5027.017090
	Iteration 12F: 3 clusters Score -3188699 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3189824.000000 Penalty: 5027.017090
	Iteration 13F: 3 clusters Score -3189824 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -3190752.500000 Penalty: 5027.017090
	Iteration 14F: 3 clusters Score -3190752 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3191320.750000 Penalty: 5027.017090
	Iteration 15Q: 3 clusters Score -3191321 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -3191635.250000 Penalty: 5027.017090
	Iteration 16Q: 3 clusters Score -3191635 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3191934.750000 Penalty: 5027.017090
	Iteration 17Q: 3 clusters Score -3191935 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3192177.000000 Penalty: 5027.017090
	Iteration 18Q: 3 clusters Score -3192177 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3192405.000000 Penalty: 5027.017090
	Iteration 19Q: 3 clusters Score -3192405 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3192584.250000 Penalty: 5027.017090
	Iteration 20F: 3 clusters Score -3192584 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3192717.250000 Penalty: 5027.017090
	Iteration 21Q: 3 clusters Score -3192717 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3192805.500000 Penalty: 5027.017090
	Iteration 22Q: 3 clusters Score -3192806 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3192869.000000 Penalty: 5027.017090
	Iteration 23Q: 3 clusters Score -3192869 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3192930.000000 Penalty: 5027.017090
	Iteration 24Q: 3 clusters Score -3192930 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3192971.750000 Penalty: 5027.017090
	Iteration 25Q: 3 clusters Score -3192972 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3193015.500000 Penalty: 5027.017090
	Iteration 26Q: 3 clusters Score -3193016 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -3193031.750000 Penalty: 5027.017090
	Iteration 27Q: 3 clusters Score -3193032 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3193064.500000 Penalty: 5027.017090
	Iteration 28Q: 3 clusters Score -3193064 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3193079.500000 Penalty: 5027.017090
	Iteration 29Q: 3 clusters Score -3193080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -3193093.250000 Penalty: 5027.017090
	Iteration 30Q: 3 clusters Score -3193093 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3193103.250000 Penalty: 5027.017090
	Iteration 31Q: 3 clusters Score -3193103 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3193112.500000 Penalty: 5027.017090
	Iteration 32Q: 3 clusters Score -3193112 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3193129.500000 Penalty: 5027.017090
	Iteration 33Q: 3 clusters Score -3193130 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3193149.250000 Penalty: 5027.017090
	Iteration 34Q: 3 clusters Score -3193149 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3193169.000000 Penalty: 5027.017090
	Iteration 35Q: 3 clusters Score -3193169 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3193175.000000 Penalty: 5027.017090
	Iteration 36Q: 3 clusters Score -3193175 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3193191.250000 Penalty: 5027.017090
	Iteration 37Q: 3 clusters Score -3193191 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3193217.000000 Penalty: 5027.017090
	Iteration 38Q: 3 clusters Score -3193217 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3193230.500000 Penalty: 5027.017090
	Iteration 39Q: 3 clusters Score -3193230 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -3193245.500000 Penalty: 5027.017090
	Iteration 40F: 3 clusters Score -3193246 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3193277.250000 Penalty: 5027.017090
	Iteration 41Q: 3 clusters Score -3193277 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3193295.500000 Penalty: 5027.017090
	Iteration 42Q: 3 clusters Score -3193296 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3193304.000000 Penalty: 5027.017090
	Iteration 43Q: 3 clusters Score -3193304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3193323.250000 Penalty: 5027.017090
	Iteration 44Q: 3 clusters Score -3193323 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3193329.750000 Penalty: 5027.017090
	Iteration 45Q: 3 clusters Score -3193330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3193350.000000 Penalty: 5027.017090
	Iteration 46Q: 3 clusters Score -3193350 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3193365.500000 Penalty: 5027.017090
	Iteration 47Q: 3 clusters Score -3193366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3193381.750000 Penalty: 5027.017090
	Iteration 48Q: 3 clusters Score -3193382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3193398.000000 Penalty: 5027.017090
	Iteration 49Q: 3 clusters Score -3193398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3193407.000000 Penalty: 5027.017090
	Iteration 50Q: 3 clusters Score -3193407 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3193410.750000 Penalty: 5027.017090
	Iteration 51Q: 3 clusters Score -3193411 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -3193408.250000 Penalty: 5027.017090
	Iteration 52Q: 3 clusters Score -3193408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3193422.250000 Penalty: 5027.017090
	Iteration 53Q: 3 clusters Score -3193422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3193438.750000 Penalty: 5027.017090
	Iteration 54Q: 3 clusters Score -3193439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3193441.250000 Penalty: 5027.017090
	Iteration 55Q: 3 clusters Score -3193441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3193452.750000 Penalty: 5027.017090
	Iteration 56Q: 3 clusters Score -3193453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3193462.000000 Penalty: 5027.017090
	Iteration 57Q: 3 clusters Score -3193462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3193457.500000 Penalty: 5027.017090
	Iteration 58Q: 3 clusters Score -3193458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3193460.500000 Penalty: 5027.017090
	Iteration 59Q: 3 clusters Score -3193460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3193459.750000 Penalty: 5027.017090
	Iteration 60F: 3 clusters Score -3193460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3193465.750000 Penalty: 5027.017090
	Iteration 61Q: 3 clusters Score -3193466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3193462.000000 Penalty: 5027.017090
	Iteration 62Q: 3 clusters Score -3193462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3193463.250000 Penalty: 5027.017090
	Iteration 63Q: 3 clusters Score -3193463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3193466.500000 Penalty: 5027.017090
	Iteration 64Q: 3 clusters Score -3193466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3193468.250000 Penalty: 5027.017090
	Iteration 65Q: 3 clusters Score -3193468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3193476.250000 Penalty: 5027.017090
	Iteration 66Q: 3 clusters Score -3193476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -3193478.250000 Penalty: 5027.017090
	Iteration 67Q: 3 clusters Score -3193478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3193478.000000 Penalty: 5027.017090
	Iteration 68Q: 3 clusters Score -3193478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -3193478.250000 Penalty: 5027.017090
	Iteration 69Q: 3 clusters Score -3193478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3193484.000000 Penalty: 5027.017090
	Iteration 70Q: 3 clusters Score -3193484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -3193482.500000 Penalty: 5027.017090
	Iteration 71Q: 3 clusters Score -3193482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3193482.000000 Penalty: 5027.017090
	Iteration 72Q: 3 clusters Score -3193482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3193481.250000 Penalty: 5027.017090
	Iteration 73Q: 3 clusters Score -3193481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3193484.000000 Penalty: 5027.017090
	Iteration 74Q: 3 clusters Score -3193484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3193484.250000 Penalty: 5027.017090
	Iteration 75Q: 3 clusters Score -3193484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3193492.750000 Penalty: 5027.017090
	Iteration 76Q: 3 clusters Score -3193493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3193494.250000 Penalty: 5027.017090
	Iteration 77Q: 3 clusters Score -3193494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3193492.750000 Penalty: 5027.017090
	Iteration 78Q: 3 clusters Score -3193493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3193492.750000 Penalty: 5027.017090
	Iteration 79Q: 3 clusters Score -3193493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3193492.500000 Penalty: 5027.017090
	Iteration 80F: 3 clusters Score -3193492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3193496.500000 Penalty: 5027.017090
	Iteration 81Q: 3 clusters Score -3193496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3193491.250000 Penalty: 5027.017090
	Iteration 82Q: 3 clusters Score -3193491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3193504.750000 Penalty: 5027.017090
	Iteration 83Q: 3 clusters Score -3193505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3193510.250000 Penalty: 5027.017090
	Iteration 84Q: 3 clusters Score -3193510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3193509.250000 Penalty: 5027.017090
	Iteration 85Q: 3 clusters Score -3193509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3193513.250000 Penalty: 5027.017090
	Iteration 86Q: 3 clusters Score -3193513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3193514.500000 Penalty: 5027.017090
	Iteration 87Q: 3 clusters Score -3193514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3193514.250000 Penalty: 5027.017090
	Iteration 88Q: 3 clusters Score -3193514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3193515.000000 Penalty: 5027.017090
	Iteration 89Q: 3 clusters Score -3193515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3193523.750000 Penalty: 5027.017090
	Iteration 90Q: 3 clusters Score -3193524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3193528.000000 Penalty: 5027.017090
	Iteration 91Q: 3 clusters Score -3193528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3193525.500000 Penalty: 5027.017090
	Iteration 92Q: 3 clusters Score -3193526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -3193531.500000 Penalty: 5027.017090
	Iteration 93Q: 3 clusters Score -3193532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3193530.500000 Penalty: 5027.017090
	Iteration 94Q: 3 clusters Score -3193530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3193521.500000 Penalty: 5027.017090
	Iteration 95Q: 3 clusters Score -3193522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3193523.000000 Penalty: 5027.017090
	Iteration 96Q: 3 clusters Score -3193523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3193521.750000 Penalty: 5027.017090
	Iteration 97Q: 3 clusters Score -3193522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3193533.500000 Penalty: 5027.017090
	Iteration 98Q: 3 clusters Score -3193534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3193539.250000 Penalty: 5027.017090
	Iteration 99Q: 3 clusters Score -3193539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3193536.500000 Penalty: 5027.017090
	Iteration 100F: 3 clusters Score -3193536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3193537.250000 Penalty: 5027.017090
	Iteration 101Q: 3 clusters Score -3193537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3193534.750000 Penalty: 5027.017090
	Iteration 102Q: 3 clusters Score -3193535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3193539.500000 Penalty: 5027.017090
	Iteration 103Q: 3 clusters Score -3193540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3193538.000000 Penalty: 5027.017090
	Iteration 104Q: 3 clusters Score -3193538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3193542.000000 Penalty: 5027.017090
	Iteration 105Q: 3 clusters Score -3193542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3193541.000000 Penalty: 5027.017090
	Iteration 106Q: 3 clusters Score -3193541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3193544.000000 Penalty: 5027.017090
	Iteration 107Q: 3 clusters Score -3193544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3193540.500000 Penalty: 5027.017090
	Iteration 108Q: 3 clusters Score -3193540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3193541.000000 Penalty: 5027.017090
	Iteration 109Q: 3 clusters Score -3193541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3193543.250000 Penalty: 5027.017090
	Iteration 110Q: 3 clusters Score -3193543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3193540.750000 Penalty: 5027.017090
	Iteration 111Q: 3 clusters Score -3193541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3193540.500000 Penalty: 5027.017090
	Iteration 112Q: 3 clusters Score -3193540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3193539.500000 Penalty: 5027.017090
	Iteration 113Q: 3 clusters Score -3193540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3193538.250000 Penalty: 5027.017090
	Iteration 114Q: 3 clusters Score -3193538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3193539.750000 Penalty: 5027.017090
	Iteration 115Q: 3 clusters Score -3193540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3193537.750000 Penalty: 5027.017090
	Iteration 116Q: 3 clusters Score -3193538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3193538.250000 Penalty: 5027.017090
	Iteration 117Q: 3 clusters Score -3193538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3193541.000000 Penalty: 5027.017090
	Iteration 118Q: 3 clusters Score -3193541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3193544.000000 Penalty: 5027.017090
	Iteration 119Q: 3 clusters Score -3193544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3193545.500000 Penalty: 5027.017090
	Iteration 120F: 3 clusters Score -3193546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3193546.500000 Penalty: 5027.017090
	Iteration 121Q: 3 clusters Score -3193546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3193541.500000 Penalty: 5027.017090
	Iteration 122Q: 3 clusters Score -3193542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3193547.000000 Penalty: 5027.017090
	Iteration 123Q: 3 clusters Score -3193547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3193550.500000 Penalty: 5027.017090
	Iteration 124Q: 3 clusters Score -3193550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3193548.500000 Penalty: 5027.017090
	Iteration 125Q: 3 clusters Score -3193548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3193548.500000 Penalty: 5027.017090
	Iteration 126Q: 3 clusters Score -3193548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3193553.000000 Penalty: 5027.017090
	Iteration 127Q: 3 clusters Score -3193553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3193559.500000 Penalty: 5027.017090
	Iteration 128Q: 3 clusters Score -3193560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3193564.250000 Penalty: 5027.017090
	Iteration 129Q: 3 clusters Score -3193564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3193568.500000 Penalty: 5027.017090
	Iteration 130Q: 3 clusters Score -3193568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3193570.000000 Penalty: 5027.017090
	Iteration 131Q: 3 clusters Score -3193570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3193571.500000 Penalty: 5027.017090
	Iteration 132Q: 3 clusters Score -3193572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3193568.250000 Penalty: 5027.017090
	Iteration 133Q: 3 clusters Score -3193568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3193563.750000 Penalty: 5027.017090
	Iteration 134Q: 3 clusters Score -3193564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3193563.750000 Penalty: 5027.017090
	Iteration 135F: 3 clusters Score -3193564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -184785.359375 Penalty: 1819.721802
	Iteration 0F: 2 clusters Score -184785.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -182517.062500 Penalty: 3639.443604
	Iteration 0F: 3 clusters Score -182517.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -182908.109375 Penalty: 3639.443604
	Iteration 1F: 3 clusters Score -182908.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -182999.718750 Penalty: 3639.443604
	Iteration 2F: 3 clusters Score -182999.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -183057.218750 Penalty: 3639.443604
	Iteration 3Q: 3 clusters Score -183057.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -183096.093750 Penalty: 3639.443604
	Iteration 4Q: 3 clusters Score -183096.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -183136.421875 Penalty: 3639.443604
	Iteration 5Q: 3 clusters Score -183136.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -183185.828125 Penalty: 3639.443604
	Iteration 6Q: 3 clusters Score -183185.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -183229.234375 Penalty: 3639.443604
	Iteration 7Q: 3 clusters Score -183229.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -183268.109375 Penalty: 3639.443604
	Iteration 8Q: 3 clusters Score -183268.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -183319.515625 Penalty: 3639.443604
	Iteration 9Q: 3 clusters Score -183319.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -183380.671875 Penalty: 3639.443604
	Iteration 10Q: 3 clusters Score -183380.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -183444.812500 Penalty: 3639.443604
	Iteration 11Q: 3 clusters Score -183444.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -183514.937500 Penalty: 3639.443604
	Iteration 12Q: 3 clusters Score -183514.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -183582.000000 Penalty: 3639.443604
	Iteration 13Q: 3 clusters Score -183582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -183631.312500 Penalty: 3639.443604
	Iteration 14Q: 3 clusters Score -183631.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -183675.421875 Penalty: 3639.443604
	Iteration 15Q: 3 clusters Score -183675.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -183729.562500 Penalty: 3639.443604
	Iteration 16Q: 3 clusters Score -183729.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -183777.890625 Penalty: 3639.443604
	Iteration 17Q: 3 clusters Score -183777.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -183808.250000 Penalty: 3639.443604
	Iteration 18Q: 3 clusters Score -183808.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -183821.250000 Penalty: 3639.443604
	Iteration 19Q: 3 clusters Score -183821.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -183834.953125 Penalty: 3639.443604
	Iteration 20F: 3 clusters Score -183835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -183847.390625 Penalty: 3639.443604
	Iteration 21Q: 3 clusters Score -183847.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -183863.375000 Penalty: 3639.443604
	Iteration 22Q: 3 clusters Score -183863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -183875.640625 Penalty: 3639.443604
	Iteration 23Q: 3 clusters Score -183875.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -183888.750000 Penalty: 3639.443604
	Iteration 24Q: 3 clusters Score -183888.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -183900.703125 Penalty: 3639.443604
	Iteration 25Q: 3 clusters Score -183900.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -183914.843750 Penalty: 3639.443604
	Iteration 26Q: 3 clusters Score -183914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -183918.750000 Penalty: 3639.443604
	Iteration 27Q: 3 clusters Score -183918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -183919.796875 Penalty: 3639.443604
	Iteration 28Q: 3 clusters Score -183919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -183919.796875 Penalty: 3639.443604
	Iteration 29F: 3 clusters Score -183919.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Entering Unmasked Estep 
Score: -1550174.625000 Penalty: 2361.512451
	Iteration 0F: 2 clusters Score -1550175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1540230.750000 Penalty: 4723.024902
	Iteration 0F: 3 clusters Score -1540231 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1543645.500000 Penalty: 4723.024902
	Iteration 1F: 3 clusters Score -1543646 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1544400.875000 Penalty: 4723.024902
	Iteration 2F: 3 clusters Score -1544401 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1545154.625000 Penalty: 4723.024902
	Iteration 3F: 3 clusters Score -1545155 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1545930.625000 Penalty: 4723.024902
	Iteration 4F: 3 clusters Score -1545931 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1546597.250000 Penalty: 4723.024902
	Iteration 5F: 3 clusters Score -1546597 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1547158.625000 Penalty: 4723.024902
	Iteration 6F: 3 clusters Score -1547159 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1547576.125000 Penalty: 4723.024902
	Iteration 7F: 3 clusters Score -1547576 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1547887.000000 Penalty: 4723.024902
	Iteration 8Q: 3 clusters Score -1547887 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1548149.500000 Penalty: 4723.024902
	Iteration 9Q: 3 clusters Score -1548150 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1548321.125000 Penalty: 4723.024902
	Iteration 10Q: 3 clusters Score -1548321 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1548463.375000 Penalty: 4723.024902
	Iteration 11Q: 3 clusters Score -1548463 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1548582.000000 Penalty: 4723.024902
	Iteration 12Q: 3 clusters Score -1548582 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1548662.750000 Penalty: 4723.024902
	Iteration 13Q: 3 clusters Score -1548663 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1548718.375000 Penalty: 4723.024902
	Iteration 14Q: 3 clusters Score -1548718 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1548749.250000 Penalty: 4723.024902
	Iteration 15Q: 3 clusters Score -1548749 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1548775.750000 Penalty: 4723.024902
	Iteration 16Q: 3 clusters Score -1548776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1548798.125000 Penalty: 4723.024902
	Iteration 17Q: 3 clusters Score -1548798 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1548810.875000 Penalty: 4723.024902
	Iteration 18Q: 3 clusters Score -1548811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1548817.250000 Penalty: 4723.024902
	Iteration 19Q: 3 clusters Score -1548817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1548827.375000 Penalty: 4723.024902
	Iteration 20F: 3 clusters Score -1548827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1548830.375000 Penalty: 4723.024902
	Iteration 21Q: 3 clusters Score -1548830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1548843.000000 Penalty: 4723.024902
	Iteration 22Q: 3 clusters Score -1548843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1548854.500000 Penalty: 4723.024902
	Iteration 23Q: 3 clusters Score -1548854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1548857.250000 Penalty: 4723.024902
	Iteration 24Q: 3 clusters Score -1548857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1548866.250000 Penalty: 4723.024902
	Iteration 25Q: 3 clusters Score -1548866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1548869.500000 Penalty: 4723.024902
	Iteration 26Q: 3 clusters Score -1548870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1548869.375000 Penalty: 4723.024902
	Iteration 27Q: 3 clusters Score -1548869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1548872.000000 Penalty: 4723.024902
	Iteration 28Q: 3 clusters Score -1548872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1548880.250000 Penalty: 4723.024902
	Iteration 29Q: 3 clusters Score -1548880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1548885.000000 Penalty: 4723.024902
	Iteration 30Q: 3 clusters Score -1548885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1548887.375000 Penalty: 4723.024902
	Iteration 31Q: 3 clusters Score -1548887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1548891.500000 Penalty: 4723.024902
	Iteration 32Q: 3 clusters Score -1548892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1548887.500000 Penalty: 4723.024902
	Iteration 33Q: 3 clusters Score -1548888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1548888.875000 Penalty: 4723.024902
	Iteration 34Q: 3 clusters Score -1548889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1548893.000000 Penalty: 4723.024902
	Iteration 35Q: 3 clusters Score -1548893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1548896.375000 Penalty: 4723.024902
	Iteration 36Q: 3 clusters Score -1548896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1548896.375000 Penalty: 4723.024902
	Iteration 37Q: 3 clusters Score -1548896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1548896.375000 Penalty: 4723.024902
	Iteration 38Q: 3 clusters Score -1548896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1548900.000000 Penalty: 4723.024902
	Iteration 39Q: 3 clusters Score -1548900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1548898.500000 Penalty: 4723.024902
	Iteration 40F: 3 clusters Score -1548898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1548899.750000 Penalty: 4723.024902
	Iteration 41Q: 3 clusters Score -1548900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1548898.125000 Penalty: 4723.024902
	Iteration 42Q: 3 clusters Score -1548898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1548896.750000 Penalty: 4723.024902
	Iteration 43Q: 3 clusters Score -1548897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1548896.375000 Penalty: 4723.024902
	Iteration 44Q: 3 clusters Score -1548896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1548896.375000 Penalty: 4723.024902
	Iteration 45Q: 3 clusters Score -1548896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1548893.500000 Penalty: 4723.024902
	Iteration 46Q: 3 clusters Score -1548894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1548893.750000 Penalty: 4723.024902
	Iteration 47Q: 3 clusters Score -1548894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1548893.750000 Penalty: 4723.024902
	Iteration 48F: 3 clusters Score -1548894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -284875.875000 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -284875.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -282011.781250 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -282011.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -282556.156250 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -282556.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -282690.593750 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -282690.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -282762.500000 Penalty: 3857.161377
	Iteration 3Q: 3 clusters Score -282762.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -282808.875000 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -282808.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -282840.031250 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -282840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -282868.500000 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -282868.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -282891.812500 Penalty: 3857.161377
	Iteration 7Q: 3 clusters Score -282891.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -282912.812500 Penalty: 3857.161377
	Iteration 8Q: 3 clusters Score -282912.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -282923.312500 Penalty: 3857.161377
	Iteration 9Q: 3 clusters Score -282923.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -282936.437500 Penalty: 3857.161377
	Iteration 10Q: 3 clusters Score -282936.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -282944.250000 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -282944.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -282953.250000 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -282953.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -282959.593750 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -282959.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -282966.937500 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -282966.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -282975.250000 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -282975.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -282978.937500 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -282978.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -282983.218750 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -282983.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -282986.781250 Penalty: 3857.161377
	Iteration 18Q: 3 clusters Score -282986.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -282994.437500 Penalty: 3857.161377
	Iteration 19Q: 3 clusters Score -282994.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -283001.812500 Penalty: 3857.161377
	Iteration 20F: 3 clusters Score -283001.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -283004.781250 Penalty: 3857.161377
	Iteration 21Q: 3 clusters Score -283004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -283009.000000 Penalty: 3857.161377
	Iteration 22Q: 3 clusters Score -283009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -283010.406250 Penalty: 3857.161377
	Iteration 23Q: 3 clusters Score -283010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -283011.656250 Penalty: 3857.161377
	Iteration 24Q: 3 clusters Score -283011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -283012.500000 Penalty: 3857.161377
	Iteration 25Q: 3 clusters Score -283012.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -283013.593750 Penalty: 3857.161377
	Iteration 26Q: 3 clusters Score -283013.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -283014.687500 Penalty: 3857.161377
	Iteration 27Q: 3 clusters Score -283014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -283015.687500 Penalty: 3857.161377
	Iteration 28Q: 3 clusters Score -283015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -283017.343750 Penalty: 3857.161377
	Iteration 29Q: 3 clusters Score -283017.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -283020.187500 Penalty: 3857.161377
	Iteration 30Q: 3 clusters Score -283020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -283024.531250 Penalty: 3857.161377
	Iteration 31Q: 3 clusters Score -283024.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -283028.843750 Penalty: 3857.161377
	Iteration 32Q: 3 clusters Score -283028.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -283033.187500 Penalty: 3857.161377
	Iteration 33Q: 3 clusters Score -283033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -283036.093750 Penalty: 3857.161377
	Iteration 34Q: 3 clusters Score -283036.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -283039.312500 Penalty: 3857.161377
	Iteration 35Q: 3 clusters Score -283039.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -283042.875000 Penalty: 3857.161377
	Iteration 36Q: 3 clusters Score -283042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -283044.562500 Penalty: 3857.161377
	Iteration 37Q: 3 clusters Score -283044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -283045.875000 Penalty: 3857.161377
	Iteration 38Q: 3 clusters Score -283045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -283047.687500 Penalty: 3857.161377
	Iteration 39Q: 3 clusters Score -283047.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -283048.718750 Penalty: 3857.161377
	Iteration 40F: 3 clusters Score -283048.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -283050.031250 Penalty: 3857.161377
	Iteration 41Q: 3 clusters Score -283050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -283051.781250 Penalty: 3857.161377
	Iteration 42Q: 3 clusters Score -283051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -283053.343750 Penalty: 3857.161377
	Iteration 43Q: 3 clusters Score -283053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -283053.625000 Penalty: 3857.161377
	Iteration 44Q: 3 clusters Score -283053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -283053.625000 Penalty: 3857.161377
	Iteration 45F: 3 clusters Score -283053.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -67278.757812 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -67278.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65705.351562 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -65705.35 nChanged 155
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: -66033.921875 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -66033.92 nChanged 56
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: -66220.445312 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -66220.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66443.101562 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -66443.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66604.125000 Penalty: 3197.076904
	Iteration 4F: 3 clusters Score -66604.12 nChanged 38
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: -66919.414062 Penalty: 3197.076904
	Iteration 5F: 3 clusters Score -66919.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -67121.062500 Penalty: 3197.076904
	Iteration 6F: 3 clusters Score -67121.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -67185.757812 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -67185.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -67227.117188 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -67227.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -67246.132812 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -67246.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -67253.382812 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -67253.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -67255.140625 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -67255.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -67259.328125 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -67259.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -67262.421875 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -67262.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -67266.375000 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -67266.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -67266.375000 Penalty: 3197.076904
	Iteration 15F: 3 clusters Score -67266.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 22600 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 15703 members 
Mstep: Class 5 contains 155835 members 
Mstep: Class 6 contains 101639 members 
Mstep: Class 7 contains 30342 members 
Mstep: Class 8 contains 168400 members 
Mstep: Class 9 contains 7367 members 
Mstep: Class 10 contains 13901 members 
Mstep: Class 11 contains 45836 members 
Mstep: Class 12 contains 102961 members 
Mstep: Class 13 contains 44974 members 
Mstep: Class 14 contains 255662 members 
Mstep: Class 15 contains 73942 members 
Mstep: Class 16 contains 15386 members 
Mstep: Class 17 contains 49275 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36613 members 
Mstep: Class 21 contains 4644 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 5136 members 
Mstep: Class 24 contains 10495 members 
Mstep: Class 25 contains 5776 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 7775 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 25213 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 13660 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702944.000000 Penalty: 114993.804688
Iteration 159Q: 34 clusters Score -1.577029e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 22569 members 
Mstep: Class 3 contains 8764 members 
Mstep: Class 4 contains 15699 members 
Mstep: Class 5 contains 155597 members 
Mstep: Class 6 contains 101637 members 
Mstep: Class 7 contains 30335 members 
Mstep: Class 8 contains 168393 members 
Mstep: Class 9 contains 7367 members 
Mstep: Class 10 contains 13900 members 
Mstep: Class 11 contains 45835 members 
Mstep: Class 12 contains 103000 members 
Mstep: Class 13 contains 44996 members 
Mstep: Class 14 contains 255645 members 
Mstep: Class 15 contains 73922 members 
Mstep: Class 16 contains 15377 members 
Mstep: Class 17 contains 49276 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 36602 members 
Mstep: Class 21 contains 4644 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 5137 members 
Mstep: Class 24 contains 10501 members 
Mstep: Class 25 contains 5778 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7787 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 25466 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 13670 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703360.000000 Penalty: 114993.804688
Iteration 160F: 34 clusters Score -1.577034e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 22523 members 
Mstep: Class 3 contains 8760 members 
Mstep: Class 4 contains 15691 members 
Mstep: Class 5 contains 155332 members 
Mstep: Class 6 contains 101636 members 
Mstep: Class 7 contains 30331 members 
Mstep: Class 8 contains 168395 members 
Mstep: Class 9 contains 7375 members 
Mstep: Class 10 contains 13898 members 
Mstep: Class 11 contains 45831 members 
Mstep: Class 12 contains 103039 members 
Mstep: Class 13 contains 45006 members 
Mstep: Class 14 contains 255633 members 
Mstep: Class 15 contains 73908 members 
Mstep: Class 16 contains 15380 members 
Mstep: Class 17 contains 49277 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 36600 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 10501 members 
Mstep: Class 25 contains 5781 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7799 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 25751 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 13677 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703392.000000 Penalty: 114993.804688
Iteration 161Q: 34 clusters Score -1.577034e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 22491 members 
Mstep: Class 3 contains 8766 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 155070 members 
Mstep: Class 6 contains 101636 members 
Mstep: Class 7 contains 30336 members 
Mstep: Class 8 contains 168398 members 
Mstep: Class 9 contains 7382 members 
Mstep: Class 10 contains 13898 members 
Mstep: Class 11 contains 45829 members 
Mstep: Class 12 contains 103076 members 
Mstep: Class 13 contains 44994 members 
Mstep: Class 14 contains 255618 members 
Mstep: Class 15 contains 73899 members 
Mstep: Class 16 contains 15369 members 
Mstep: Class 17 contains 49277 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 36603 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 5894 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 10494 members 
Mstep: Class 25 contains 5783 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7810 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 26028 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 13677 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703680.000000 Penalty: 114993.804688
Iteration 162Q: 34 clusters Score -1.577037e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 22455 members 
Mstep: Class 3 contains 8768 members 
Mstep: Class 4 contains 15685 members 
Mstep: Class 5 contains 154781 members 
Mstep: Class 6 contains 101634 members 
Mstep: Class 7 contains 30338 members 
Mstep: Class 8 contains 168388 members 
Mstep: Class 9 contains 7391 members 
Mstep: Class 10 contains 13896 members 
Mstep: Class 11 contains 45829 members 
Mstep: Class 12 contains 103099 members 
Mstep: Class 13 contains 44986 members 
Mstep: Class 14 contains 255623 members 
Mstep: Class 15 contains 73892 members 
Mstep: Class 16 contains 15372 members 
Mstep: Class 17 contains 49278 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 36603 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 5140 members 
Mstep: Class 24 contains 10490 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7819 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 26321 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 13683 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703936.000000 Penalty: 114993.804688
Iteration 163Q: 34 clusters Score -1.577039e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 22419 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 15683 members 
Mstep: Class 5 contains 154523 members 
Mstep: Class 6 contains 101632 members 
Mstep: Class 7 contains 30337 members 
Mstep: Class 8 contains 168370 members 
Mstep: Class 9 contains 7394 members 
Mstep: Class 10 contains 13895 members 
Mstep: Class 11 contains 45827 members 
Mstep: Class 12 contains 103132 members 
Mstep: Class 13 contains 44983 members 
Mstep: Class 14 contains 255654 members 
Mstep: Class 15 contains 73862 members 
Mstep: Class 16 contains 15362 members 
Mstep: Class 17 contains 49282 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36592 members 
Mstep: Class 21 contains 4642 members 
Mstep: Class 22 contains 5906 members 
Mstep: Class 23 contains 5140 members 
Mstep: Class 24 contains 10496 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7831 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 26595 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 13689 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703952.000000 Penalty: 114993.804688
Iteration 164Q: 34 clusters Score -1.57704e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 22392 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 15683 members 
Mstep: Class 5 contains 154295 members 
Mstep: Class 6 contains 101633 members 
Mstep: Class 7 contains 30339 members 
Mstep: Class 8 contains 168354 members 
Mstep: Class 9 contains 7391 members 
Mstep: Class 10 contains 13895 members 
Mstep: Class 11 contains 45824 members 
Mstep: Class 12 contains 103162 members 
Mstep: Class 13 contains 44988 members 
Mstep: Class 14 contains 255669 members 
Mstep: Class 15 contains 73842 members 
Mstep: Class 16 contains 15354 members 
Mstep: Class 17 contains 49283 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36582 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 5913 members 
Mstep: Class 23 contains 5142 members 
Mstep: Class 24 contains 10495 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7838 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 26846 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 13687 members 
Mstep: Class 32 contains 2385 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704160.000000 Penalty: 114993.804688
Iteration 165Q: 34 clusters Score -1.577042e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 22364 members 
Mstep: Class 3 contains 8777 members 
Mstep: Class 4 contains 15679 members 
Mstep: Class 5 contains 153991 members 
Mstep: Class 6 contains 101632 members 
Mstep: Class 7 contains 30342 members 
Mstep: Class 8 contains 168353 members 
Mstep: Class 9 contains 7394 members 
Mstep: Class 10 contains 13897 members 
Mstep: Class 11 contains 45824 members 
Mstep: Class 12 contains 103180 members 
Mstep: Class 13 contains 44996 members 
Mstep: Class 14 contains 255687 members 
Mstep: Class 15 contains 73831 members 
Mstep: Class 16 contains 15352 members 
Mstep: Class 17 contains 49285 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36570 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 10494 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7852 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 27146 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 13688 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704272.000000 Penalty: 114993.804688
Iteration 166Q: 34 clusters Score -1.577043e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 22341 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 15675 members 
Mstep: Class 5 contains 153680 members 
Mstep: Class 6 contains 101631 members 
Mstep: Class 7 contains 30344 members 
Mstep: Class 8 contains 168347 members 
Mstep: Class 9 contains 7397 members 
Mstep: Class 10 contains 13899 members 
Mstep: Class 11 contains 45817 members 
Mstep: Class 12 contains 103200 members 
Mstep: Class 13 contains 44986 members 
Mstep: Class 14 contains 255715 members 
Mstep: Class 15 contains 73824 members 
Mstep: Class 16 contains 15345 members 
Mstep: Class 17 contains 49286 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36557 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 5916 members 
Mstep: Class 23 contains 5146 members 
Mstep: Class 24 contains 10500 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7864 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 27453 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13694 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704368.000000 Penalty: 114993.804688
Iteration 167Q: 34 clusters Score -1.577044e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 22317 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 15671 members 
Mstep: Class 5 contains 153404 members 
Mstep: Class 6 contains 101633 members 
Mstep: Class 7 contains 30343 members 
Mstep: Class 8 contains 168316 members 
Mstep: Class 9 contains 7399 members 
Mstep: Class 10 contains 13897 members 
Mstep: Class 11 contains 45812 members 
Mstep: Class 12 contains 103214 members 
Mstep: Class 13 contains 44977 members 
Mstep: Class 14 contains 255736 members 
Mstep: Class 15 contains 73829 members 
Mstep: Class 16 contains 15339 members 
Mstep: Class 17 contains 49289 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36556 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 5928 members 
Mstep: Class 23 contains 5146 members 
Mstep: Class 24 contains 10505 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7874 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 27743 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13693 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704544.000000 Penalty: 114993.804688
Iteration 168Q: 34 clusters Score -1.577045e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 22303 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 15665 members 
Mstep: Class 5 contains 153094 members 
Mstep: Class 6 contains 101632 members 
Mstep: Class 7 contains 30342 members 
Mstep: Class 8 contains 168303 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 13896 members 
Mstep: Class 11 contains 45798 members 
Mstep: Class 12 contains 103241 members 
Mstep: Class 13 contains 44968 members 
Mstep: Class 14 contains 255744 members 
Mstep: Class 15 contains 73834 members 
Mstep: Class 16 contains 15330 members 
Mstep: Class 17 contains 49290 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 36548 members 
Mstep: Class 21 contains 4641 members 
Mstep: Class 22 contains 5936 members 
Mstep: Class 23 contains 5146 members 
Mstep: Class 24 contains 10513 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7877 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 28048 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 13701 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704688.000000 Penalty: 114993.804688
Iteration 169Q: 34 clusters Score -1.577047e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 22282 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 15663 members 
Mstep: Class 5 contains 152804 members 
Mstep: Class 6 contains 101634 members 
Mstep: Class 7 contains 30339 members 
Mstep: Class 8 contains 168278 members 
Mstep: Class 9 contains 7428 members 
Mstep: Class 10 contains 13894 members 
Mstep: Class 11 contains 45787 members 
Mstep: Class 12 contains 103260 members 
Mstep: Class 13 contains 44967 members 
Mstep: Class 14 contains 255760 members 
Mstep: Class 15 contains 73832 members 
Mstep: Class 16 contains 15327 members 
Mstep: Class 17 contains 49290 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6507 members 
Mstep: Class 20 contains 36540 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 5945 members 
Mstep: Class 23 contains 5147 members 
Mstep: Class 24 contains 10518 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7883 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 28339 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 13702 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704800.000000 Penalty: 114993.804688
Iteration 170Q: 34 clusters Score -1.577048e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 22250 members 
Mstep: Class 3 contains 8788 members 
Mstep: Class 4 contains 15660 members 
Mstep: Class 5 contains 152479 members 
Mstep: Class 6 contains 101640 members 
Mstep: Class 7 contains 30338 members 
Mstep: Class 8 contains 168259 members 
Mstep: Class 9 contains 7439 members 
Mstep: Class 10 contains 13889 members 
Mstep: Class 11 contains 45777 members 
Mstep: Class 12 contains 103279 members 
Mstep: Class 13 contains 44970 members 
Mstep: Class 14 contains 255797 members 
Mstep: Class 15 contains 73828 members 
Mstep: Class 16 contains 15320 members 
Mstep: Class 17 contains 49294 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6509 members 
Mstep: Class 20 contains 36536 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 5952 members 
Mstep: Class 23 contains 5146 members 
Mstep: Class 24 contains 10523 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7894 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 28643 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13704 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704880.000000 Penalty: 114993.804688
Iteration 171Q: 34 clusters Score -1.577049e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 22201 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 15659 members 
Mstep: Class 5 contains 152177 members 
Mstep: Class 6 contains 101642 members 
Mstep: Class 7 contains 30335 members 
Mstep: Class 8 contains 168258 members 
Mstep: Class 9 contains 7447 members 
Mstep: Class 10 contains 13887 members 
Mstep: Class 11 contains 45773 members 
Mstep: Class 12 contains 103301 members 
Mstep: Class 13 contains 44965 members 
Mstep: Class 14 contains 255831 members 
Mstep: Class 15 contains 73832 members 
Mstep: Class 16 contains 15325 members 
Mstep: Class 17 contains 49298 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6510 members 
Mstep: Class 20 contains 36531 members 
Mstep: Class 21 contains 4639 members 
Mstep: Class 22 contains 5957 members 
Mstep: Class 23 contains 5145 members 
Mstep: Class 24 contains 10525 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7901 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 28925 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13705 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704912.000000 Penalty: 114993.804688
Iteration 172Q: 34 clusters Score -1.577049e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 22148 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 15658 members 
Mstep: Class 5 contains 151895 members 
Mstep: Class 6 contains 101645 members 
Mstep: Class 7 contains 30328 members 
Mstep: Class 8 contains 168269 members 
Mstep: Class 9 contains 7466 members 
Mstep: Class 10 contains 13885 members 
Mstep: Class 11 contains 45766 members 
Mstep: Class 12 contains 103323 members 
Mstep: Class 13 contains 44958 members 
Mstep: Class 14 contains 255844 members 
Mstep: Class 15 contains 73835 members 
Mstep: Class 16 contains 15327 members 
Mstep: Class 17 contains 49299 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6510 members 
Mstep: Class 20 contains 36527 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 5965 members 
Mstep: Class 23 contains 5144 members 
Mstep: Class 24 contains 10525 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 29208 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13702 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705056.000000 Penalty: 114993.804688
Iteration 173Q: 34 clusters Score -1.577051e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 8788 members 
Mstep: Class 4 contains 15656 members 
Mstep: Class 5 contains 151652 members 
Mstep: Class 6 contains 101645 members 
Mstep: Class 7 contains 30324 members 
Mstep: Class 8 contains 168269 members 
Mstep: Class 9 contains 7473 members 
Mstep: Class 10 contains 13886 members 
Mstep: Class 11 contains 45753 members 
Mstep: Class 12 contains 103347 members 
Mstep: Class 13 contains 44948 members 
Mstep: Class 14 contains 255852 members 
Mstep: Class 15 contains 73844 members 
Mstep: Class 16 contains 15328 members 
Mstep: Class 17 contains 49300 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6511 members 
Mstep: Class 20 contains 36510 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 5963 members 
Mstep: Class 23 contains 5144 members 
Mstep: Class 24 contains 10521 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7914 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 29500 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13705 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705216.000000 Penalty: 114993.804688
Iteration 174Q: 34 clusters Score -1.577052e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 22031 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 15655 members 
Mstep: Class 5 contains 151401 members 
Mstep: Class 6 contains 101644 members 
Mstep: Class 7 contains 30324 members 
Mstep: Class 8 contains 168267 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 13886 members 
Mstep: Class 11 contains 45748 members 
Mstep: Class 12 contains 103367 members 
Mstep: Class 13 contains 44931 members 
Mstep: Class 14 contains 255883 members 
Mstep: Class 15 contains 73850 members 
Mstep: Class 16 contains 15332 members 
Mstep: Class 17 contains 49301 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6511 members 
Mstep: Class 20 contains 36495 members 
Mstep: Class 21 contains 4645 members 
Mstep: Class 22 contains 5965 members 
Mstep: Class 23 contains 5144 members 
Mstep: Class 24 contains 10520 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7918 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 29762 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13713 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705344.000000 Penalty: 114993.804688
Iteration 175Q: 34 clusters Score -1.577053e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 21960 members 
Mstep: Class 3 contains 8799 members 
Mstep: Class 4 contains 15653 members 
Mstep: Class 5 contains 151172 members 
Mstep: Class 6 contains 101644 members 
Mstep: Class 7 contains 30322 members 
Mstep: Class 8 contains 168256 members 
Mstep: Class 9 contains 7501 members 
Mstep: Class 10 contains 13884 members 
Mstep: Class 11 contains 45740 members 
Mstep: Class 12 contains 103378 members 
Mstep: Class 13 contains 44911 members 
Mstep: Class 14 contains 255934 members 
Mstep: Class 15 contains 73853 members 
Mstep: Class 16 contains 15335 members 
Mstep: Class 17 contains 49306 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6512 members 
Mstep: Class 20 contains 36490 members 
Mstep: Class 21 contains 4645 members 
Mstep: Class 22 contains 5961 members 
Mstep: Class 23 contains 5145 members 
Mstep: Class 24 contains 10524 members 
Mstep: Class 25 contains 5797 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7927 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 30003 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13717 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705568.000000 Penalty: 114993.804688
Iteration 176Q: 34 clusters Score -1.577056e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 21878 members 
Mstep: Class 3 contains 8807 members 
Mstep: Class 4 contains 15652 members 
Mstep: Class 5 contains 150952 members 
Mstep: Class 6 contains 101647 members 
Mstep: Class 7 contains 30322 members 
Mstep: Class 8 contains 168264 members 
Mstep: Class 9 contains 7513 members 
Mstep: Class 10 contains 13883 members 
Mstep: Class 11 contains 45738 members 
Mstep: Class 12 contains 103393 members 
Mstep: Class 13 contains 44873 members 
Mstep: Class 14 contains 255963 members 
Mstep: Class 15 contains 73857 members 
Mstep: Class 16 contains 15333 members 
Mstep: Class 17 contains 49307 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6513 members 
Mstep: Class 20 contains 36491 members 
Mstep: Class 21 contains 4645 members 
Mstep: Class 22 contains 5960 members 
Mstep: Class 23 contains 5145 members 
Mstep: Class 24 contains 10528 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7939 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 30250 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13721 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705456.000000 Penalty: 114993.804688
Iteration 177Q: 34 clusters Score -1.577055e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 21805 members 
Mstep: Class 3 contains 8807 members 
Mstep: Class 4 contains 15651 members 
Mstep: Class 5 contains 150759 members 
Mstep: Class 6 contains 101650 members 
Mstep: Class 7 contains 30323 members 
Mstep: Class 8 contains 168270 members 
Mstep: Class 9 contains 7523 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 45729 members 
Mstep: Class 12 contains 103411 members 
Mstep: Class 13 contains 44841 members 
Mstep: Class 14 contains 255992 members 
Mstep: Class 15 contains 73867 members 
Mstep: Class 16 contains 15332 members 
Mstep: Class 17 contains 49308 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 36480 members 
Mstep: Class 21 contains 4645 members 
Mstep: Class 22 contains 5961 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 10532 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7949 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 30473 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13729 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705392.000000 Penalty: 114993.804688
Iteration 178Q: 34 clusters Score -1.577054e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 21734 members 
Mstep: Class 3 contains 8811 members 
Mstep: Class 4 contains 15649 members 
Mstep: Class 5 contains 150574 members 
Mstep: Class 6 contains 101650 members 
Mstep: Class 7 contains 30322 members 
Mstep: Class 8 contains 168273 members 
Mstep: Class 9 contains 7527 members 
Mstep: Class 10 contains 13882 members 
Mstep: Class 11 contains 45730 members 
Mstep: Class 12 contains 103431 members 
Mstep: Class 13 contains 44809 members 
Mstep: Class 14 contains 256015 members 
Mstep: Class 15 contains 73866 members 
Mstep: Class 16 contains 15339 members 
Mstep: Class 17 contains 49311 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 36470 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 5965 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 10542 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7951 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 30685 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13737 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705440.000000 Penalty: 114993.804688
Iteration 179Q: 34 clusters Score -1.577054e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 21678 members 
Mstep: Class 3 contains 8808 members 
Mstep: Class 4 contains 15646 members 
Mstep: Class 5 contains 150359 members 
Mstep: Class 6 contains 101652 members 
Mstep: Class 7 contains 30330 members 
Mstep: Class 8 contains 168287 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 10 contains 13881 members 
Mstep: Class 11 contains 45722 members 
Mstep: Class 12 contains 103454 members 
Mstep: Class 13 contains 44784 members 
Mstep: Class 14 contains 256045 members 
Mstep: Class 15 contains 73858 members 
Mstep: Class 16 contains 15329 members 
Mstep: Class 17 contains 49314 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 36465 members 
Mstep: Class 21 contains 4647 members 
Mstep: Class 22 contains 5968 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 10550 members 
Mstep: Class 25 contains 5799 members 
Mstep: Class 26 contains 724 members 
Mstep: Class 27 contains 7957 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 30908 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13745 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705440.000000 Penalty: 114993.804688
Iteration 180F: 34 clusters Score -1.577054e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 21637 members 
Mstep: Class 3 contains 8809 members 
Mstep: Class 4 contains 15644 members 
Mstep: Class 5 contains 150155 members 
Mstep: Class 6 contains 101652 members 
Mstep: Class 7 contains 30329 members 
Mstep: Class 8 contains 168288 members 
Mstep: Class 9 contains 7537 members 
Mstep: Class 10 contains 13881 members 
Mstep: Class 11 contains 45714 members 
Mstep: Class 12 contains 103471 members 
Mstep: Class 13 contains 44754 members 
Mstep: Class 14 contains 256073 members 
Mstep: Class 15 contains 73858 members 
Mstep: Class 16 contains 15322 members 
Mstep: Class 17 contains 49318 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 36459 members 
Mstep: Class 21 contains 4647 members 
Mstep: Class 22 contains 5967 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 10558 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 7963 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 31138 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13747 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705104.000000 Penalty: 114993.804688
Iteration 181Q: 34 clusters Score -1.577051e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 21596 members 
Mstep: Class 3 contains 8810 members 
Mstep: Class 4 contains 15644 members 
Mstep: Class 5 contains 149960 members 
Mstep: Class 6 contains 101651 members 
Mstep: Class 7 contains 30330 members 
Mstep: Class 8 contains 168288 members 
Mstep: Class 9 contains 7544 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 45707 members 
Mstep: Class 12 contains 103472 members 
Mstep: Class 13 contains 44747 members 
Mstep: Class 14 contains 256082 members 
Mstep: Class 15 contains 73852 members 
Mstep: Class 16 contains 15312 members 
Mstep: Class 17 contains 49324 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 4647 members 
Mstep: Class 22 contains 5959 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 10570 members 
Mstep: Class 25 contains 5805 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 31366 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13748 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705424.000000 Penalty: 114993.804688
Iteration 182Q: 34 clusters Score -1.577054e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 21552 members 
Mstep: Class 3 contains 8808 members 
Mstep: Class 4 contains 15644 members 
Mstep: Class 5 contains 149760 members 
Mstep: Class 6 contains 101649 members 
Mstep: Class 7 contains 30327 members 
Mstep: Class 8 contains 168281 members 
Mstep: Class 9 contains 7553 members 
Mstep: Class 10 contains 13878 members 
Mstep: Class 11 contains 45695 members 
Mstep: Class 12 contains 103478 members 
Mstep: Class 13 contains 44743 members 
Mstep: Class 14 contains 256099 members 
Mstep: Class 15 contains 73843 members 
Mstep: Class 16 contains 15306 members 
Mstep: Class 17 contains 49330 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 36451 members 
Mstep: Class 21 contains 4648 members 
Mstep: Class 22 contains 5959 members 
Mstep: Class 23 contains 5144 members 
Mstep: Class 24 contains 10586 members 
Mstep: Class 25 contains 5809 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 7971 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 31600 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13753 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705456.000000 Penalty: 114993.804688
Iteration 183Q: 34 clusters Score -1.577055e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 21512 members 
Mstep: Class 3 contains 8803 members 
Mstep: Class 4 contains 15644 members 
Mstep: Class 5 contains 149546 members 
Mstep: Class 6 contains 101648 members 
Mstep: Class 7 contains 30333 members 
Mstep: Class 8 contains 168283 members 
Mstep: Class 9 contains 7559 members 
Mstep: Class 10 contains 13873 members 
Mstep: Class 11 contains 45685 members 
Mstep: Class 12 contains 103480 members 
Mstep: Class 13 contains 44733 members 
Mstep: Class 14 contains 256104 members 
Mstep: Class 15 contains 73841 members 
Mstep: Class 16 contains 15299 members 
Mstep: Class 17 contains 49337 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6516 members 
Mstep: Class 20 contains 36454 members 
Mstep: Class 21 contains 4650 members 
Mstep: Class 22 contains 5954 members 
Mstep: Class 23 contains 5145 members 
Mstep: Class 24 contains 10592 members 
Mstep: Class 25 contains 5814 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 7971 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 31864 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13754 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705776.000000 Penalty: 114993.804688
Iteration 184Q: 34 clusters Score -1.577058e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 21466 members 
Mstep: Class 3 contains 8800 members 
Mstep: Class 4 contains 15642 members 
Mstep: Class 5 contains 149330 members 
Mstep: Class 6 contains 101649 members 
Mstep: Class 7 contains 30331 members 
Mstep: Class 8 contains 168282 members 
Mstep: Class 9 contains 7559 members 
Mstep: Class 10 contains 13866 members 
Mstep: Class 11 contains 45676 members 
Mstep: Class 12 contains 103497 members 
Mstep: Class 13 contains 44732 members 
Mstep: Class 14 contains 256104 members 
Mstep: Class 15 contains 73830 members 
Mstep: Class 16 contains 15286 members 
Mstep: Class 17 contains 49341 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6517 members 
Mstep: Class 20 contains 36455 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 5953 members 
Mstep: Class 23 contains 5146 members 
Mstep: Class 24 contains 10602 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 7973 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 32131 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13752 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705744.000000 Penalty: 114993.804688
Iteration 185Q: 34 clusters Score -1.577057e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 21422 members 
Mstep: Class 3 contains 8801 members 
Mstep: Class 4 contains 15639 members 
Mstep: Class 5 contains 149102 members 
Mstep: Class 6 contains 101636 members 
Mstep: Class 7 contains 30334 members 
Mstep: Class 8 contains 168281 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 13865 members 
Mstep: Class 11 contains 45668 members 
Mstep: Class 12 contains 103510 members 
Mstep: Class 13 contains 44737 members 
Mstep: Class 14 contains 256103 members 
Mstep: Class 15 contains 73823 members 
Mstep: Class 16 contains 15280 members 
Mstep: Class 17 contains 49347 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 36454 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 5959 members 
Mstep: Class 23 contains 5146 members 
Mstep: Class 24 contains 10604 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 7975 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 32383 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13755 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705696.000000 Penalty: 114993.804688
Iteration 186Q: 34 clusters Score -1.577057e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 21381 members 
Mstep: Class 3 contains 8799 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 148863 members 
Mstep: Class 6 contains 101630 members 
Mstep: Class 7 contains 30333 members 
Mstep: Class 8 contains 168252 members 
Mstep: Class 9 contains 7570 members 
Mstep: Class 10 contains 13861 members 
Mstep: Class 11 contains 45656 members 
Mstep: Class 12 contains 103517 members 
Mstep: Class 13 contains 44745 members 
Mstep: Class 14 contains 256136 members 
Mstep: Class 15 contains 73827 members 
Mstep: Class 16 contains 15276 members 
Mstep: Class 17 contains 49351 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6522 members 
Mstep: Class 20 contains 36451 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 5959 members 
Mstep: Class 23 contains 5146 members 
Mstep: Class 24 contains 10608 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 7979 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 32639 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13760 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705488.000000 Penalty: 114993.804688
Iteration 187Q: 34 clusters Score -1.577055e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 21343 members 
Mstep: Class 3 contains 8798 members 
Mstep: Class 4 contains 15631 members 
Mstep: Class 5 contains 148600 members 
Mstep: Class 6 contains 101629 members 
Mstep: Class 7 contains 30336 members 
Mstep: Class 8 contains 168210 members 
Mstep: Class 9 contains 7572 members 
Mstep: Class 10 contains 13858 members 
Mstep: Class 11 contains 45640 members 
Mstep: Class 12 contains 103525 members 
Mstep: Class 13 contains 44746 members 
Mstep: Class 14 contains 256186 members 
Mstep: Class 15 contains 73828 members 
Mstep: Class 16 contains 15279 members 
Mstep: Class 17 contains 49355 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 36450 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 5961 members 
Mstep: Class 23 contains 5145 members 
Mstep: Class 24 contains 10606 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 7985 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 32928 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 13764 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705552.000000 Penalty: 114993.804688
Iteration 188Q: 34 clusters Score -1.577056e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 21290 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 15626 members 
Mstep: Class 5 contains 148340 members 
Mstep: Class 6 contains 101628 members 
Mstep: Class 7 contains 30337 members 
Mstep: Class 8 contains 168197 members 
Mstep: Class 9 contains 7569 members 
Mstep: Class 10 contains 13856 members 
Mstep: Class 11 contains 45624 members 
Mstep: Class 12 contains 103542 members 
Mstep: Class 13 contains 44736 members 
Mstep: Class 14 contains 256241 members 
Mstep: Class 15 contains 73824 members 
Mstep: Class 16 contains 15276 members 
Mstep: Class 17 contains 49356 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 36439 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 5956 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 10614 members 
Mstep: Class 25 contains 5856 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 7994 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 33228 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13766 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705648.000000 Penalty: 114993.804688
Iteration 189Q: 34 clusters Score -1.577056e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 21243 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 15621 members 
Mstep: Class 5 contains 148072 members 
Mstep: Class 6 contains 101622 members 
Mstep: Class 7 contains 30338 members 
Mstep: Class 8 contains 168175 members 
Mstep: Class 9 contains 7570 members 
Mstep: Class 10 contains 13855 members 
Mstep: Class 11 contains 45610 members 
Mstep: Class 12 contains 103547 members 
Mstep: Class 13 contains 44728 members 
Mstep: Class 14 contains 256299 members 
Mstep: Class 15 contains 73815 members 
Mstep: Class 16 contains 15274 members 
Mstep: Class 17 contains 49358 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 36435 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 5953 members 
Mstep: Class 23 contains 5144 members 
Mstep: Class 24 contains 10618 members 
Mstep: Class 25 contains 5861 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 33528 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13766 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705904.000000 Penalty: 114993.804688
Iteration 190Q: 34 clusters Score -1.577059e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 21203 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 15618 members 
Mstep: Class 5 contains 147790 members 
Mstep: Class 6 contains 101620 members 
Mstep: Class 7 contains 30345 members 
Mstep: Class 8 contains 168143 members 
Mstep: Class 9 contains 7567 members 
Mstep: Class 10 contains 13854 members 
Mstep: Class 11 contains 45602 members 
Mstep: Class 12 contains 103558 members 
Mstep: Class 13 contains 44721 members 
Mstep: Class 14 contains 256346 members 
Mstep: Class 15 contains 73808 members 
Mstep: Class 16 contains 15275 members 
Mstep: Class 17 contains 49362 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 36434 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 5949 members 
Mstep: Class 23 contains 5144 members 
Mstep: Class 24 contains 10626 members 
Mstep: Class 25 contains 5866 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8004 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 33834 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13766 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705808.000000 Penalty: 114993.804688
Iteration 191Q: 34 clusters Score -1.577058e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 21155 members 
Mstep: Class 3 contains 8799 members 
Mstep: Class 4 contains 15615 members 
Mstep: Class 5 contains 147504 members 
Mstep: Class 6 contains 101617 members 
Mstep: Class 7 contains 30345 members 
Mstep: Class 8 contains 168126 members 
Mstep: Class 9 contains 7573 members 
Mstep: Class 10 contains 13854 members 
Mstep: Class 11 contains 45590 members 
Mstep: Class 12 contains 103559 members 
Mstep: Class 13 contains 44712 members 
Mstep: Class 14 contains 256386 members 
Mstep: Class 15 contains 73806 members 
Mstep: Class 16 contains 15275 members 
Mstep: Class 17 contains 49367 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 36429 members 
Mstep: Class 21 contains 4652 members 
Mstep: Class 22 contains 5948 members 
Mstep: Class 23 contains 5144 members 
Mstep: Class 24 contains 10638 members 
Mstep: Class 25 contains 5870 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8011 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 34135 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13767 members 
Mstep: Class 32 contains 2382 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705936.000000 Penalty: 114993.804688
Iteration 192Q: 34 clusters Score -1.577059e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 21109 members 
Mstep: Class 3 contains 8803 members 
Mstep: Class 4 contains 15613 members 
Mstep: Class 5 contains 147216 members 
Mstep: Class 6 contains 101613 members 
Mstep: Class 7 contains 30347 members 
Mstep: Class 8 contains 168097 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 13854 members 
Mstep: Class 11 contains 45573 members 
Mstep: Class 12 contains 103564 members 
Mstep: Class 13 contains 44694 members 
Mstep: Class 14 contains 256441 members 
Mstep: Class 15 contains 73813 members 
Mstep: Class 16 contains 15283 members 
Mstep: Class 17 contains 49371 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 36415 members 
Mstep: Class 21 contains 4654 members 
Mstep: Class 22 contains 5950 members 
Mstep: Class 23 contains 5144 members 
Mstep: Class 24 contains 10643 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8018 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 34428 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13772 members 
Mstep: Class 32 contains 2380 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706112.000000 Penalty: 114993.804688
Iteration 193Q: 34 clusters Score -1.577061e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 21057 members 
Mstep: Class 3 contains 8804 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 146930 members 
Mstep: Class 6 contains 101606 members 
Mstep: Class 7 contains 30344 members 
Mstep: Class 8 contains 168061 members 
Mstep: Class 9 contains 7597 members 
Mstep: Class 10 contains 13853 members 
Mstep: Class 11 contains 45556 members 
Mstep: Class 12 contains 103581 members 
Mstep: Class 13 contains 44685 members 
Mstep: Class 14 contains 256508 members 
Mstep: Class 15 contains 73813 members 
Mstep: Class 16 contains 15285 members 
Mstep: Class 17 contains 49374 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 36407 members 
Mstep: Class 21 contains 4659 members 
Mstep: Class 22 contains 5955 members 
Mstep: Class 23 contains 5146 members 
Mstep: Class 24 contains 10645 members 
Mstep: Class 25 contains 5885 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8023 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 34722 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13771 members 
Mstep: Class 32 contains 2379 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706176.000000 Penalty: 114993.804688
Iteration 194Q: 34 clusters Score -1.577062e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 21005 members 
Mstep: Class 3 contains 8807 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 146662 members 
Mstep: Class 6 contains 101600 members 
Mstep: Class 7 contains 30337 members 
Mstep: Class 8 contains 168044 members 
Mstep: Class 9 contains 7606 members 
Mstep: Class 10 contains 13847 members 
Mstep: Class 11 contains 45546 members 
Mstep: Class 12 contains 103598 members 
Mstep: Class 13 contains 44667 members 
Mstep: Class 14 contains 256546 members 
Mstep: Class 15 contains 73808 members 
Mstep: Class 16 contains 15289 members 
Mstep: Class 17 contains 49379 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6531 members 
Mstep: Class 20 contains 36400 members 
Mstep: Class 21 contains 4662 members 
Mstep: Class 22 contains 5957 members 
Mstep: Class 23 contains 5148 members 
Mstep: Class 24 contains 10653 members 
Mstep: Class 25 contains 5894 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8027 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 35016 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13768 members 
Mstep: Class 32 contains 2379 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706352.000000 Penalty: 114993.804688
Iteration 195Q: 34 clusters Score -1.577064e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 20960 members 
Mstep: Class 3 contains 8809 members 
Mstep: Class 4 contains 15608 members 
Mstep: Class 5 contains 146393 members 
Mstep: Class 6 contains 101599 members 
Mstep: Class 7 contains 30338 members 
Mstep: Class 8 contains 168022 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 13843 members 
Mstep: Class 11 contains 45536 members 
Mstep: Class 12 contains 103625 members 
Mstep: Class 13 contains 44642 members 
Mstep: Class 14 contains 256587 members 
Mstep: Class 15 contains 73803 members 
Mstep: Class 16 contains 15293 members 
Mstep: Class 17 contains 49381 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6531 members 
Mstep: Class 20 contains 36392 members 
Mstep: Class 21 contains 4662 members 
Mstep: Class 22 contains 5957 members 
Mstep: Class 23 contains 5150 members 
Mstep: Class 24 contains 10658 members 
Mstep: Class 25 contains 5900 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8034 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 35301 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13768 members 
Mstep: Class 32 contains 2380 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706464.000000 Penalty: 114993.804688
Iteration 196Q: 34 clusters Score -1.577065e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 20911 members 
Mstep: Class 3 contains 8814 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 146104 members 
Mstep: Class 6 contains 101601 members 
Mstep: Class 7 contains 30338 members 
Mstep: Class 8 contains 167993 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 13844 members 
Mstep: Class 11 contains 45527 members 
Mstep: Class 12 contains 103646 members 
Mstep: Class 13 contains 44626 members 
Mstep: Class 14 contains 256641 members 
Mstep: Class 15 contains 73797 members 
Mstep: Class 16 contains 15295 members 
Mstep: Class 17 contains 49381 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 36391 members 
Mstep: Class 21 contains 4665 members 
Mstep: Class 22 contains 5966 members 
Mstep: Class 23 contains 5147 members 
Mstep: Class 24 contains 10666 members 
Mstep: Class 25 contains 5903 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8042 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 35595 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13766 members 
Mstep: Class 32 contains 2380 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706832.000000 Penalty: 114993.804688
Iteration 197Q: 34 clusters Score -1.577068e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 20858 members 
Mstep: Class 3 contains 8816 members 
Mstep: Class 4 contains 15601 members 
Mstep: Class 5 contains 145824 members 
Mstep: Class 6 contains 101604 members 
Mstep: Class 7 contains 30337 members 
Mstep: Class 8 contains 167965 members 
Mstep: Class 9 contains 7620 members 
Mstep: Class 10 contains 13844 members 
Mstep: Class 11 contains 45515 members 
Mstep: Class 12 contains 103675 members 
Mstep: Class 13 contains 44598 members 
Mstep: Class 14 contains 256691 members 
Mstep: Class 15 contains 73796 members 
Mstep: Class 16 contains 15299 members 
Mstep: Class 17 contains 49383 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 4669 members 
Mstep: Class 22 contains 5974 members 
Mstep: Class 23 contains 5147 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 5905 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8046 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 35901 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13760 members 
Mstep: Class 32 contains 2380 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707088.000000 Penalty: 114993.804688
Iteration 198Q: 34 clusters Score -1.577071e+08 nChanged 727
Entering ConstructFrom: 
Score: -157707088.000000 Penalty: 114993.804688
Entering ConstructFrom: 
Trying to split cluster 1 (19434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Entering Unmasked Estep 
Score: -2488580.250000 Penalty: 2448.945312
	Iteration 0F: 2 clusters Score -2488580 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 9730 members 
Entering Unmasked Estep 
Score: -2474826.500000 Penalty: 4897.890625
	Iteration 0F: 3 clusters Score -2474826 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2479369.250000 Penalty: 4897.890625
	Iteration 1F: 3 clusters Score -2479369 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2479713.250000 Penalty: 4897.890625
	Iteration 2F: 3 clusters Score -2479713 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2479992.500000 Penalty: 4897.890625
	Iteration 3Q: 3 clusters Score -2479992 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2480247.500000 Penalty: 4897.890625
	Iteration 4Q: 3 clusters Score -2480248 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2480512.250000 Penalty: 4897.890625
	Iteration 5Q: 3 clusters Score -2480512 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2480818.250000 Penalty: 4897.890625
	Iteration 6Q: 3 clusters Score -2480818 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2481255.500000 Penalty: 4897.890625
	Iteration 7Q: 3 clusters Score -2481256 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2481869.250000 Penalty: 4897.890625
	Iteration 8F: 3 clusters Score -2481869 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2482787.000000 Penalty: 4897.890625
	Iteration 9F: 3 clusters Score -2482787 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2483783.500000 Penalty: 4897.890625
	Iteration 10F: 3 clusters Score -2483784 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2484687.750000 Penalty: 4897.890625
	Iteration 11F: 3 clusters Score -2484688 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2485511.000000 Penalty: 4897.890625
	Iteration 12Q: 3 clusters Score -2485511 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2486131.250000 Penalty: 4897.890625
	Iteration 13Q: 3 clusters Score -2486131 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2486548.500000 Penalty: 4897.890625
	Iteration 14Q: 3 clusters Score -2486548 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2486753.000000 Penalty: 4897.890625
	Iteration 15Q: 3 clusters Score -2486753 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2486862.750000 Penalty: 4897.890625
	Iteration 16Q: 3 clusters Score -2486863 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2486921.500000 Penalty: 4897.890625
	Iteration 17Q: 3 clusters Score -2486922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2486956.000000 Penalty: 4897.890625
	Iteration 18Q: 3 clusters Score -2486956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2486973.000000 Penalty: 4897.890625
	Iteration 19Q: 3 clusters Score -2486973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2486990.000000 Penalty: 4897.890625
	Iteration 20F: 3 clusters Score -2486990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2486994.750000 Penalty: 4897.890625
	Iteration 21Q: 3 clusters Score -2486995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2486997.000000 Penalty: 4897.890625
	Iteration 22Q: 3 clusters Score -2486997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2487006.000000 Penalty: 4897.890625
	Iteration 23Q: 3 clusters Score -2487006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2487014.500000 Penalty: 4897.890625
	Iteration 24Q: 3 clusters Score -2487014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2487023.750000 Penalty: 4897.890625
	Iteration 25Q: 3 clusters Score -2487024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2487016.750000 Penalty: 4897.890625
	Iteration 26Q: 3 clusters Score -2487017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2487019.250000 Penalty: 4897.890625
	Iteration 27Q: 3 clusters Score -2487019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2487020.000000 Penalty: 4897.890625
	Iteration 28Q: 3 clusters Score -2487020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2487020.500000 Penalty: 4897.890625
	Iteration 29Q: 3 clusters Score -2487020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2487023.750000 Penalty: 4897.890625
	Iteration 30Q: 3 clusters Score -2487024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2487024.750000 Penalty: 4897.890625
	Iteration 31Q: 3 clusters Score -2487025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2487024.750000 Penalty: 4897.890625
	Iteration 32F: 3 clusters Score -2487025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Entering Unmasked Estep 
Score: -2701723.750000 Penalty: 2465.839355
	Iteration 0F: 2 clusters Score -2701724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2687122.750000 Penalty: 4931.678711
	Iteration 0F: 3 clusters Score -2687123 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2691993.750000 Penalty: 4931.678711
	Iteration 1F: 3 clusters Score -2691994 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2692359.750000 Penalty: 4931.678711
	Iteration 2F: 3 clusters Score -2692360 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2692625.000000 Penalty: 4931.678711
	Iteration 3Q: 3 clusters Score -2692625 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2692847.000000 Penalty: 4931.678711
	Iteration 4Q: 3 clusters Score -2692847 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2693064.500000 Penalty: 4931.678711
	Iteration 5Q: 3 clusters Score -2693064 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2693299.000000 Penalty: 4931.678711
	Iteration 6Q: 3 clusters Score -2693299 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2693571.750000 Penalty: 4931.678711
	Iteration 7Q: 3 clusters Score -2693572 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2693912.750000 Penalty: 4931.678711
	Iteration 8Q: 3 clusters Score -2693913 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2694430.500000 Penalty: 4931.678711
	Iteration 9Q: 3 clusters Score -2694430 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2695065.250000 Penalty: 4931.678711
	Iteration 10Q: 3 clusters Score -2695065 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2695842.250000 Penalty: 4931.678711
	Iteration 11Q: 3 clusters Score -2695842 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2696661.250000 Penalty: 4931.678711
	Iteration 12Q: 3 clusters Score -2696661 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2697389.500000 Penalty: 4931.678711
	Iteration 13Q: 3 clusters Score -2697390 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2697941.000000 Penalty: 4931.678711
	Iteration 14Q: 3 clusters Score -2697941 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2698288.750000 Penalty: 4931.678711
	Iteration 15Q: 3 clusters Score -2698289 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2698547.000000 Penalty: 4931.678711
	Iteration 16Q: 3 clusters Score -2698547 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2698761.750000 Penalty: 4931.678711
	Iteration 17Q: 3 clusters Score -2698762 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2698909.000000 Penalty: 4931.678711
	Iteration 18Q: 3 clusters Score -2698909 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2699033.750000 Penalty: 4931.678711
	Iteration 19Q: 3 clusters Score -2699034 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2699142.750000 Penalty: 4931.678711
	Iteration 20F: 3 clusters Score -2699143 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2699219.750000 Penalty: 4931.678711
	Iteration 21Q: 3 clusters Score -2699220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2699272.750000 Penalty: 4931.678711
	Iteration 22Q: 3 clusters Score -2699273 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2699337.750000 Penalty: 4931.678711
	Iteration 23Q: 3 clusters Score -2699338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2699385.500000 Penalty: 4931.678711
	Iteration 24Q: 3 clusters Score -2699386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2699416.000000 Penalty: 4931.678711
	Iteration 25Q: 3 clusters Score -2699416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2699436.000000 Penalty: 4931.678711
	Iteration 26Q: 3 clusters Score -2699436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2699454.500000 Penalty: 4931.678711
	Iteration 27Q: 3 clusters Score -2699454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2699469.500000 Penalty: 4931.678711
	Iteration 28Q: 3 clusters Score -2699470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2699487.250000 Penalty: 4931.678711
	Iteration 29Q: 3 clusters Score -2699487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2699502.500000 Penalty: 4931.678711
	Iteration 30Q: 3 clusters Score -2699502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2699514.000000 Penalty: 4931.678711
	Iteration 31Q: 3 clusters Score -2699514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2699526.500000 Penalty: 4931.678711
	Iteration 32Q: 3 clusters Score -2699526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2699532.250000 Penalty: 4931.678711
	Iteration 33Q: 3 clusters Score -2699532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2699541.000000 Penalty: 4931.678711
	Iteration 34Q: 3 clusters Score -2699541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2699549.250000 Penalty: 4931.678711
	Iteration 35Q: 3 clusters Score -2699549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2699560.250000 Penalty: 4931.678711
	Iteration 36Q: 3 clusters Score -2699560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2699565.000000 Penalty: 4931.678711
	Iteration 37Q: 3 clusters Score -2699565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2699565.250000 Penalty: 4931.678711
	Iteration 38Q: 3 clusters Score -2699565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2699568.750000 Penalty: 4931.678711
	Iteration 39Q: 3 clusters Score -2699569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2699575.250000 Penalty: 4931.678711
	Iteration 40F: 3 clusters Score -2699575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2699585.750000 Penalty: 4931.678711
	Iteration 41Q: 3 clusters Score -2699586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2699584.750000 Penalty: 4931.678711
	Iteration 42Q: 3 clusters Score -2699585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2699594.250000 Penalty: 4931.678711
	Iteration 43Q: 3 clusters Score -2699594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2699595.750000 Penalty: 4931.678711
	Iteration 44Q: 3 clusters Score -2699596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2699601.250000 Penalty: 4931.678711
	Iteration 45Q: 3 clusters Score -2699601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2699599.250000 Penalty: 4931.678711
	Iteration 46Q: 3 clusters Score -2699599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2699602.250000 Penalty: 4931.678711
	Iteration 47Q: 3 clusters Score -2699602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2699606.000000 Penalty: 4931.678711
	Iteration 48Q: 3 clusters Score -2699606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2699606.000000 Penalty: 4931.678711
	Iteration 49F: 3 clusters Score -2699606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Entering Unmasked Estep 
Score: -1063293.875000 Penalty: 2252.996582
	Iteration 0F: 2 clusters Score -1063294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1056444.250000 Penalty: 4505.993164
	Iteration 0F: 3 clusters Score -1056444 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1058560.250000 Penalty: 4505.993164
	Iteration 1F: 3 clusters Score -1058560 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1058989.125000 Penalty: 4505.993164
	Iteration 2F: 3 clusters Score -1058989 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1059381.875000 Penalty: 4505.993164
	Iteration 3F: 3 clusters Score -1059382 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1059825.250000 Penalty: 4505.993164
	Iteration 4F: 3 clusters Score -1059825 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1060258.500000 Penalty: 4505.993164
	Iteration 5F: 3 clusters Score -1060258 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1060629.000000 Penalty: 4505.993164
	Iteration 6F: 3 clusters Score -1060629 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1060920.125000 Penalty: 4505.993164
	Iteration 7Q: 3 clusters Score -1060920 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1061171.000000 Penalty: 4505.993164
	Iteration 8Q: 3 clusters Score -1061171 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1061382.250000 Penalty: 4505.993164
	Iteration 9Q: 3 clusters Score -1061382 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1061549.500000 Penalty: 4505.993164
	Iteration 10Q: 3 clusters Score -1061550 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1061691.625000 Penalty: 4505.993164
	Iteration 11Q: 3 clusters Score -1061692 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1061827.750000 Penalty: 4505.993164
	Iteration 12Q: 3 clusters Score -1061828 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1061946.875000 Penalty: 4505.993164
	Iteration 13Q: 3 clusters Score -1061947 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1062029.125000 Penalty: 4505.993164
	Iteration 14Q: 3 clusters Score -1062029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1062079.625000 Penalty: 4505.993164
	Iteration 15Q: 3 clusters Score -1062080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1062112.875000 Penalty: 4505.993164
	Iteration 16Q: 3 clusters Score -1062113 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1062129.000000 Penalty: 4505.993164
	Iteration 17Q: 3 clusters Score -1062129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1062140.375000 Penalty: 4505.993164
	Iteration 18Q: 3 clusters Score -1062140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1062152.000000 Penalty: 4505.993164
	Iteration 19Q: 3 clusters Score -1062152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1062157.125000 Penalty: 4505.993164
	Iteration 20F: 3 clusters Score -1062157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1062163.875000 Penalty: 4505.993164
	Iteration 21Q: 3 clusters Score -1062164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1062169.375000 Penalty: 4505.993164
	Iteration 22Q: 3 clusters Score -1062169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1062173.750000 Penalty: 4505.993164
	Iteration 23Q: 3 clusters Score -1062174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1062175.000000 Penalty: 4505.993164
	Iteration 24Q: 3 clusters Score -1062175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1062174.500000 Penalty: 4505.993164
	Iteration 25Q: 3 clusters Score -1062174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1062177.875000 Penalty: 4505.993164
	Iteration 26Q: 3 clusters Score -1062178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1062179.125000 Penalty: 4505.993164
	Iteration 27Q: 3 clusters Score -1062179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1062179.500000 Penalty: 4505.993164
	Iteration 28Q: 3 clusters Score -1062180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1062181.250000 Penalty: 4505.993164
	Iteration 29Q: 3 clusters Score -1062181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1062180.500000 Penalty: 4505.993164
	Iteration 30Q: 3 clusters Score -1062180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1062181.750000 Penalty: 4505.993164
	Iteration 31Q: 3 clusters Score -1062182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1062186.250000 Penalty: 4505.993164
	Iteration 32Q: 3 clusters Score -1062186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1062185.250000 Penalty: 4505.993164
	Iteration 33Q: 3 clusters Score -1062185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1062185.625000 Penalty: 4505.993164
	Iteration 34Q: 3 clusters Score -1062186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1062189.375000 Penalty: 4505.993164
	Iteration 35Q: 3 clusters Score -1062189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1062190.375000 Penalty: 4505.993164
	Iteration 36Q: 3 clusters Score -1062190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1062191.375000 Penalty: 4505.993164
	Iteration 37Q: 3 clusters Score -1062191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1062195.625000 Penalty: 4505.993164
	Iteration 38Q: 3 clusters Score -1062196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1062195.000000 Penalty: 4505.993164
	Iteration 39Q: 3 clusters Score -1062195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1062196.125000 Penalty: 4505.993164
	Iteration 40F: 3 clusters Score -1062196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1062196.625000 Penalty: 4505.993164
	Iteration 41Q: 3 clusters Score -1062197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1062196.250000 Penalty: 4505.993164
	Iteration 42Q: 3 clusters Score -1062196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1062198.000000 Penalty: 4505.993164
	Iteration 43Q: 3 clusters Score -1062198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1062199.250000 Penalty: 4505.993164
	Iteration 44Q: 3 clusters Score -1062199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1062200.000000 Penalty: 4505.993164
	Iteration 45Q: 3 clusters Score -1062200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1062198.875000 Penalty: 4505.993164
	Iteration 46Q: 3 clusters Score -1062199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1062198.875000 Penalty: 4505.993164
	Iteration 47F: 3 clusters Score -1062199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Entering Unmasked Estep 
Score: -1957290.125000 Penalty: 2394.430664
	Iteration 0F: 2 clusters Score -1957290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1946086.000000 Penalty: 4788.861328
	Iteration 0F: 3 clusters Score -1946086 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1949735.375000 Penalty: 4788.861328
	Iteration 1F: 3 clusters Score -1949735 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1950134.875000 Penalty: 4788.861328
	Iteration 2F: 3 clusters Score -1950135 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1950490.375000 Penalty: 4788.861328
	Iteration 3F: 3 clusters Score -1950490 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1950833.625000 Penalty: 4788.861328
	Iteration 4Q: 3 clusters Score -1950834 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1951219.250000 Penalty: 4788.861328
	Iteration 5Q: 3 clusters Score -1951219 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1951668.375000 Penalty: 4788.861328
	Iteration 6Q: 3 clusters Score -1951668 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1952163.625000 Penalty: 4788.861328
	Iteration 7F: 3 clusters Score -1952164 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1952649.750000 Penalty: 4788.861328
	Iteration 8F: 3 clusters Score -1952650 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1953139.500000 Penalty: 4788.861328
	Iteration 9Q: 3 clusters Score -1953140 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1953590.625000 Penalty: 4788.861328
	Iteration 10Q: 3 clusters Score -1953591 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1953942.875000 Penalty: 4788.861328
	Iteration 11Q: 3 clusters Score -1953943 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1954215.375000 Penalty: 4788.861328
	Iteration 12Q: 3 clusters Score -1954215 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1954435.500000 Penalty: 4788.861328
	Iteration 13Q: 3 clusters Score -1954436 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1954634.250000 Penalty: 4788.861328
	Iteration 14Q: 3 clusters Score -1954634 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1954804.375000 Penalty: 4788.861328
	Iteration 15Q: 3 clusters Score -1954804 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1954930.375000 Penalty: 4788.861328
	Iteration 16Q: 3 clusters Score -1954930 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1955028.375000 Penalty: 4788.861328
	Iteration 17Q: 3 clusters Score -1955028 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1955108.750000 Penalty: 4788.861328
	Iteration 18Q: 3 clusters Score -1955109 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1955186.875000 Penalty: 4788.861328
	Iteration 19Q: 3 clusters Score -1955187 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1955227.500000 Penalty: 4788.861328
	Iteration 20F: 3 clusters Score -1955228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1955261.125000 Penalty: 4788.861328
	Iteration 21Q: 3 clusters Score -1955261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1955284.375000 Penalty: 4788.861328
	Iteration 22Q: 3 clusters Score -1955284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1955301.625000 Penalty: 4788.861328
	Iteration 23Q: 3 clusters Score -1955302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1955325.125000 Penalty: 4788.861328
	Iteration 24Q: 3 clusters Score -1955325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1955338.875000 Penalty: 4788.861328
	Iteration 25Q: 3 clusters Score -1955339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1955347.375000 Penalty: 4788.861328
	Iteration 26Q: 3 clusters Score -1955347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1955354.125000 Penalty: 4788.861328
	Iteration 27Q: 3 clusters Score -1955354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1955363.000000 Penalty: 4788.861328
	Iteration 28Q: 3 clusters Score -1955363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1955366.750000 Penalty: 4788.861328
	Iteration 29Q: 3 clusters Score -1955367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1955372.875000 Penalty: 4788.861328
	Iteration 30Q: 3 clusters Score -1955373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1955373.125000 Penalty: 4788.861328
	Iteration 31Q: 3 clusters Score -1955373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1955374.000000 Penalty: 4788.861328
	Iteration 32Q: 3 clusters Score -1955374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1955374.875000 Penalty: 4788.861328
	Iteration 33Q: 3 clusters Score -1955375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1955374.500000 Penalty: 4788.861328
	Iteration 34Q: 3 clusters Score -1955374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1955375.875000 Penalty: 4788.861328
	Iteration 35Q: 3 clusters Score -1955376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1955373.500000 Penalty: 4788.861328
	Iteration 36Q: 3 clusters Score -1955374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1955375.000000 Penalty: 4788.861328
	Iteration 37Q: 3 clusters Score -1955375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1955382.625000 Penalty: 4788.861328
	Iteration 38Q: 3 clusters Score -1955383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1955383.875000 Penalty: 4788.861328
	Iteration 39Q: 3 clusters Score -1955384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1955389.750000 Penalty: 4788.861328
	Iteration 40F: 3 clusters Score -1955390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1955392.000000 Penalty: 4788.861328
	Iteration 41Q: 3 clusters Score -1955392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1955393.625000 Penalty: 4788.861328
	Iteration 42Q: 3 clusters Score -1955394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1955391.125000 Penalty: 4788.861328
	Iteration 43Q: 3 clusters Score -1955391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1955394.125000 Penalty: 4788.861328
	Iteration 44Q: 3 clusters Score -1955394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1955394.125000 Penalty: 4788.861328
	Iteration 45F: 3 clusters Score -1955394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (145552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145552 members 
Entering Unmasked Estep 
Score: -18564470.000000 Penalty: 2948.295654
	Iteration 0F: 2 clusters Score -1.856447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -18469046.000000 Penalty: 5896.591309
	Iteration 0F: 3 clusters Score -1.846905e+07 nChanged 69614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 74006 members 
Entering Unmasked Estep 
Score: -18508756.000000 Penalty: 5896.591309
	Iteration 1F: 3 clusters Score -1.850876e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -18509450.000000 Penalty: 5896.591309
	Iteration 2Q: 3 clusters Score -1.850945e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -18510118.000000 Penalty: 5896.591309
	Iteration 3Q: 3 clusters Score -1.851012e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -18510896.000000 Penalty: 5896.591309
	Iteration 4Q: 3 clusters Score -1.85109e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -18511940.000000 Penalty: 5896.591309
	Iteration 5Q: 3 clusters Score -1.851194e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 76732 members 
Entering Unmasked Estep 
Score: -18513490.000000 Penalty: 5896.591309
	Iteration 6Q: 3 clusters Score -1.851349e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 78191 members 
Entering Unmasked Estep 
Score: -18515394.000000 Penalty: 5896.591309
	Iteration 7Q: 3 clusters Score -1.851539e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -18518406.000000 Penalty: 5896.591309
	Iteration 8Q: 3 clusters Score -1.851841e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -18522086.000000 Penalty: 5896.591309
	Iteration 9Q: 3 clusters Score -1.852209e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -18526868.000000 Penalty: 5896.591309
	Iteration 10F: 3 clusters Score -1.852687e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -18532072.000000 Penalty: 5896.591309
	Iteration 11F: 3 clusters Score -1.853207e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 101667 members 
Entering Unmasked Estep 
Score: -18537510.000000 Penalty: 5896.591309
	Iteration 12F: 3 clusters Score -1.853751e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 109582 members 
Entering Unmasked Estep 
Score: -18543106.000000 Penalty: 5896.591309
	Iteration 13F: 3 clusters Score -1.854311e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 117426 members 
Entering Unmasked Estep 
Score: -18548252.000000 Penalty: 5896.591309
	Iteration 14F: 3 clusters Score -1.854825e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 124477 members 
Entering Unmasked Estep 
Score: -18552434.000000 Penalty: 5896.591309
	Iteration 15Q: 3 clusters Score -1.855243e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 130321 members 
Entering Unmasked Estep 
Score: -18555648.000000 Penalty: 5896.591309
	Iteration 16Q: 3 clusters Score -1.855565e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 134815 members 
Entering Unmasked Estep 
Score: -18557826.000000 Penalty: 5896.591309
	Iteration 17Q: 3 clusters Score -1.855783e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 137919 members 
Entering Unmasked Estep 
Score: -18559470.000000 Penalty: 5896.591309
	Iteration 18Q: 3 clusters Score -1.855947e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 140042 members 
Entering Unmasked Estep 
Score: -18560540.000000 Penalty: 5896.591309
	Iteration 19Q: 3 clusters Score -1.856054e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 141341 members 
Entering Unmasked Estep 
Score: -18561346.000000 Penalty: 5896.591309
	Iteration 20F: 3 clusters Score -1.856135e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 142102 members 
Entering Unmasked Estep 
Score: -18561820.000000 Penalty: 5896.591309
	Iteration 21Q: 3 clusters Score -1.856182e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 142534 members 
Entering Unmasked Estep 
Score: -18562158.000000 Penalty: 5896.591309
	Iteration 22Q: 3 clusters Score -1.856216e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 142759 members 
Entering Unmasked Estep 
Score: -18562306.000000 Penalty: 5896.591309
	Iteration 23Q: 3 clusters Score -1.856231e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 142916 members 
Entering Unmasked Estep 
Score: -18562396.000000 Penalty: 5896.591309
	Iteration 24Q: 3 clusters Score -1.85624e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 143029 members 
Entering Unmasked Estep 
Score: -18562436.000000 Penalty: 5896.591309
	Iteration 25Q: 3 clusters Score -1.856244e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 143111 members 
Entering Unmasked Estep 
Score: -18562490.000000 Penalty: 5896.591309
	Iteration 26Q: 3 clusters Score -1.856249e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 143183 members 
Entering Unmasked Estep 
Score: -18562504.000000 Penalty: 5896.591309
	Iteration 27Q: 3 clusters Score -1.85625e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 143229 members 
Entering Unmasked Estep 
Score: -18562564.000000 Penalty: 5896.591309
	Iteration 28Q: 3 clusters Score -1.856256e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 143276 members 
Entering Unmasked Estep 
Score: -18562596.000000 Penalty: 5896.591309
	Iteration 29Q: 3 clusters Score -1.85626e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 143303 members 
Entering Unmasked Estep 
Score: -18562598.000000 Penalty: 5896.591309
	Iteration 30Q: 3 clusters Score -1.85626e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 143322 members 
Entering Unmasked Estep 
Score: -18562606.000000 Penalty: 5896.591309
	Iteration 31Q: 3 clusters Score -1.856261e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 143330 members 
Entering Unmasked Estep 
Score: -18562598.000000 Penalty: 5896.591309
	Iteration 32Q: 3 clusters Score -1.85626e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 143360 members 
Entering Unmasked Estep 
Score: -18562608.000000 Penalty: 5896.591309
	Iteration 33Q: 3 clusters Score -1.856261e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 143378 members 
Entering Unmasked Estep 
Score: -18562622.000000 Penalty: 5896.591309
	Iteration 34Q: 3 clusters Score -1.856262e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 143401 members 
Entering Unmasked Estep 
Score: -18562638.000000 Penalty: 5896.591309
	Iteration 35Q: 3 clusters Score -1.856264e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 143417 members 
Entering Unmasked Estep 
Score: -18562636.000000 Penalty: 5896.591309
	Iteration 36Q: 3 clusters Score -1.856264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 143421 members 
Entering Unmasked Estep 
Score: -18562628.000000 Penalty: 5896.591309
	Iteration 37Q: 3 clusters Score -1.856263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 143426 members 
Entering Unmasked Estep 
Score: -18562642.000000 Penalty: 5896.591309
	Iteration 38Q: 3 clusters Score -1.856264e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 143432 members 
Entering Unmasked Estep 
Score: -18562634.000000 Penalty: 5896.591309
	Iteration 39Q: 3 clusters Score -1.856263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 143433 members 
Entering Unmasked Estep 
Score: -18562638.000000 Penalty: 5896.591309
	Iteration 40F: 3 clusters Score -1.856264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 143439 members 
Entering Unmasked Estep 
Score: -18562648.000000 Penalty: 5896.591309
	Iteration 41Q: 3 clusters Score -1.856265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 143441 members 
Entering Unmasked Estep 
Score: -18562634.000000 Penalty: 5896.591309
	Iteration 42Q: 3 clusters Score -1.856263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 143443 members 
Entering Unmasked Estep 
Score: -18562634.000000 Penalty: 5896.591309
	Iteration 43Q: 3 clusters Score -1.856263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 143452 members 
Entering Unmasked Estep 
Score: -18562638.000000 Penalty: 5896.591309
	Iteration 44Q: 3 clusters Score -1.856264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 143459 members 
Entering Unmasked Estep 
Score: -18562630.000000 Penalty: 5896.591309
	Iteration 45Q: 3 clusters Score -1.856263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -18562628.000000 Penalty: 5896.591309
	Iteration 46Q: 3 clusters Score -1.856263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 143459 members 
Entering Unmasked Estep 
Score: -18562632.000000 Penalty: 5896.591309
	Iteration 47Q: 3 clusters Score -1.856263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -18562622.000000 Penalty: 5896.591309
	Iteration 48Q: 3 clusters Score -1.856262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 143460 members 
Entering Unmasked Estep 
Score: -18562630.000000 Penalty: 5896.591309
	Iteration 49Q: 3 clusters Score -1.856263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 143460 members 
Entering Unmasked Estep 
Score: -18562626.000000 Penalty: 5896.591309
	Iteration 50Q: 3 clusters Score -1.856263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -18562624.000000 Penalty: 5896.591309
	Iteration 51Q: 3 clusters Score -1.856262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 143463 members 
Entering Unmasked Estep 
Score: -18562634.000000 Penalty: 5896.591309
	Iteration 52Q: 3 clusters Score -1.856263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 143460 members 
Entering Unmasked Estep 
Score: -18562626.000000 Penalty: 5896.591309
	Iteration 53Q: 3 clusters Score -1.856263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 143459 members 
Entering Unmasked Estep 
Score: -18562638.000000 Penalty: 5896.591309
	Iteration 54Q: 3 clusters Score -1.856264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 143462 members 
Entering Unmasked Estep 
Score: -18562638.000000 Penalty: 5896.591309
	Iteration 55Q: 3 clusters Score -1.856264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 143466 members 
Entering Unmasked Estep 
Score: -18562640.000000 Penalty: 5896.591309
	Iteration 56Q: 3 clusters Score -1.856264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 143468 members 
Entering Unmasked Estep 
Score: -18562632.000000 Penalty: 5896.591309
	Iteration 57Q: 3 clusters Score -1.856263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 143471 members 
Entering Unmasked Estep 
Score: -18562630.000000 Penalty: 5896.591309
	Iteration 58Q: 3 clusters Score -1.856263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 143475 members 
Entering Unmasked Estep 
Score: -18562622.000000 Penalty: 5896.591309
	Iteration 59Q: 3 clusters Score -1.856262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 143475 members 
Entering Unmasked Estep 
Score: -18562622.000000 Penalty: 5896.591309
	Iteration 60F: 3 clusters Score -1.856262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Entering Unmasked Estep 
Score: -12802481.000000 Penalty: 2859.161621
	Iteration 0F: 2 clusters Score -1.280248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -12734619.000000 Penalty: 5718.323242
	Iteration 0F: 3 clusters Score -1.273462e+07 nChanged 47901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -12762205.000000 Penalty: 5718.323242
	Iteration 1F: 3 clusters Score -1.27622e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -12763832.000000 Penalty: 5718.323242
	Iteration 2Q: 3 clusters Score -1.276383e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -12766443.000000 Penalty: 5718.323242
	Iteration 3F: 3 clusters Score -1.276644e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -12770438.000000 Penalty: 5718.323242
	Iteration 4F: 3 clusters Score -1.277044e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -12775715.000000 Penalty: 5718.323242
	Iteration 5F: 3 clusters Score -1.277572e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -12781392.000000 Penalty: 5718.323242
	Iteration 6F: 3 clusters Score -1.278139e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -12786742.000000 Penalty: 5718.323242
	Iteration 7F: 3 clusters Score -1.278674e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91776 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -12791335.000000 Penalty: 5718.323242
	Iteration 8F: 3 clusters Score -1.279134e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96065 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -12795212.000000 Penalty: 5718.323242
	Iteration 9Q: 3 clusters Score -1.279521e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -12797698.000000 Penalty: 5718.323242
	Iteration 10Q: 3 clusters Score -1.27977e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100274 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12799010.000000 Penalty: 5718.323242
	Iteration 11Q: 3 clusters Score -1.279901e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100863 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12799506.000000 Penalty: 5718.323242
	Iteration 12Q: 3 clusters Score -1.279951e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12799700.000000 Penalty: 5718.323242
	Iteration 13Q: 3 clusters Score -1.27997e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101195 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -12799792.000000 Penalty: 5718.323242
	Iteration 14Q: 3 clusters Score -1.279979e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12799843.000000 Penalty: 5718.323242
	Iteration 15Q: 3 clusters Score -1.279984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101257 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -12799881.000000 Penalty: 5718.323242
	Iteration 16Q: 3 clusters Score -1.279988e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12799926.000000 Penalty: 5718.323242
	Iteration 17Q: 3 clusters Score -1.279993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -12799952.000000 Penalty: 5718.323242
	Iteration 18Q: 3 clusters Score -1.279995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -12799961.000000 Penalty: 5718.323242
	Iteration 19Q: 3 clusters Score -1.279996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101296 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -12799961.000000 Penalty: 5718.323242
	Iteration 20F: 3 clusters Score -1.279996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12799970.000000 Penalty: 5718.323242
	Iteration 21Q: 3 clusters Score -1.279997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12799975.000000 Penalty: 5718.323242
	Iteration 22Q: 3 clusters Score -1.279998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12799979.000000 Penalty: 5718.323242
	Iteration 23Q: 3 clusters Score -1.279998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12799979.000000 Penalty: 5718.323242
	Iteration 24F: 3 clusters Score -1.279998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Entering Unmasked Estep 
Score: -3815551.500000 Penalty: 2559.341553
	Iteration 0F: 2 clusters Score -3815552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3794641.750000 Penalty: 5118.683105
	Iteration 0F: 3 clusters Score -3794642 nChanged 13718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3802309.500000 Penalty: 5118.683105
	Iteration 1F: 3 clusters Score -3802310 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3803055.750000 Penalty: 5118.683105
	Iteration 2F: 3 clusters Score -3803056 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3803824.500000 Penalty: 5118.683105
	Iteration 3F: 3 clusters Score -3803824 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3804575.500000 Penalty: 5118.683105
	Iteration 4F: 3 clusters Score -3804576 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3805286.250000 Penalty: 5118.683105
	Iteration 5Q: 3 clusters Score -3805286 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3805931.250000 Penalty: 5118.683105
	Iteration 6Q: 3 clusters Score -3805931 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3806547.750000 Penalty: 5118.683105
	Iteration 7Q: 3 clusters Score -3806548 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3807146.500000 Penalty: 5118.683105
	Iteration 8Q: 3 clusters Score -3807146 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3807750.500000 Penalty: 5118.683105
	Iteration 9Q: 3 clusters Score -3807750 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3808432.000000 Penalty: 5118.683105
	Iteration 10Q: 3 clusters Score -3808432 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -3809072.500000 Penalty: 5118.683105
	Iteration 11Q: 3 clusters Score -3809072 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3809701.250000 Penalty: 5118.683105
	Iteration 12Q: 3 clusters Score -3809701 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3810257.250000 Penalty: 5118.683105
	Iteration 13Q: 3 clusters Score -3810257 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3810726.000000 Penalty: 5118.683105
	Iteration 14Q: 3 clusters Score -3810726 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3811081.250000 Penalty: 5118.683105
	Iteration 15Q: 3 clusters Score -3811081 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3811355.000000 Penalty: 5118.683105
	Iteration 16Q: 3 clusters Score -3811355 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3811635.000000 Penalty: 5118.683105
	Iteration 17Q: 3 clusters Score -3811635 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3811843.500000 Penalty: 5118.683105
	Iteration 18Q: 3 clusters Score -3811844 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3812016.000000 Penalty: 5118.683105
	Iteration 19Q: 3 clusters Score -3812016 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3812167.250000 Penalty: 5118.683105
	Iteration 20F: 3 clusters Score -3812167 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3812283.000000 Penalty: 5118.683105
	Iteration 21Q: 3 clusters Score -3812283 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3812351.250000 Penalty: 5118.683105
	Iteration 22Q: 3 clusters Score -3812351 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3812415.000000 Penalty: 5118.683105
	Iteration 23Q: 3 clusters Score -3812415 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -3812471.250000 Penalty: 5118.683105
	Iteration 24Q: 3 clusters Score -3812471 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3812506.750000 Penalty: 5118.683105
	Iteration 25Q: 3 clusters Score -3812507 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3812526.250000 Penalty: 5118.683105
	Iteration 26Q: 3 clusters Score -3812526 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3812555.000000 Penalty: 5118.683105
	Iteration 27Q: 3 clusters Score -3812555 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3812565.250000 Penalty: 5118.683105
	Iteration 28Q: 3 clusters Score -3812565 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3812573.250000 Penalty: 5118.683105
	Iteration 29Q: 3 clusters Score -3812573 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3812582.500000 Penalty: 5118.683105
	Iteration 30Q: 3 clusters Score -3812582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3812592.500000 Penalty: 5118.683105
	Iteration 31Q: 3 clusters Score -3812592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3812603.750000 Penalty: 5118.683105
	Iteration 32Q: 3 clusters Score -3812604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3812601.000000 Penalty: 5118.683105
	Iteration 33Q: 3 clusters Score -3812601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3812602.000000 Penalty: 5118.683105
	Iteration 34Q: 3 clusters Score -3812602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3812613.250000 Penalty: 5118.683105
	Iteration 35Q: 3 clusters Score -3812613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3812613.750000 Penalty: 5118.683105
	Iteration 36Q: 3 clusters Score -3812614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3812616.000000 Penalty: 5118.683105
	Iteration 37Q: 3 clusters Score -3812616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3812614.750000 Penalty: 5118.683105
	Iteration 38Q: 3 clusters Score -3812615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3812610.000000 Penalty: 5118.683105
	Iteration 39Q: 3 clusters Score -3812610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3812609.000000 Penalty: 5118.683105
	Iteration 40F: 3 clusters Score -3812609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3812608.500000 Penalty: 5118.683105
	Iteration 41Q: 3 clusters Score -3812608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3812610.250000 Penalty: 5118.683105
	Iteration 42Q: 3 clusters Score -3812610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3812610.250000 Penalty: 5118.683105
	Iteration 43F: 3 clusters Score -3812610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167952 members 
Entering Unmasked Estep 
Score: -21731822.000000 Penalty: 2983.795410
	Iteration 0F: 2 clusters Score -2.173182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -21624648.000000 Penalty: 5967.590820
	Iteration 0F: 3 clusters Score -2.162465e+07 nChanged 80004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 83996 members 
Entering Unmasked Estep 
Score: -21672042.000000 Penalty: 5967.590820
	Iteration 1F: 3 clusters Score -2.167204e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -21674612.000000 Penalty: 5967.590820
	Iteration 2Q: 3 clusters Score -2.167461e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83130 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -21678076.000000 Penalty: 5967.590820
	Iteration 3Q: 3 clusters Score -2.167808e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -21682816.000000 Penalty: 5967.590820
	Iteration 4F: 3 clusters Score -2.168282e+07 nChanged 10492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -21689004.000000 Penalty: 5967.590820
	Iteration 5F: 3 clusters Score -2.1689e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -21697218.000000 Penalty: 5967.590820
	Iteration 6F: 3 clusters Score -2.169722e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 96842 members 
Entering Unmasked Estep 
Score: -21705736.000000 Penalty: 5967.590820
	Iteration 7F: 3 clusters Score -2.170574e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 100277 members 
Entering Unmasked Estep 
Score: -21711912.000000 Penalty: 5967.590820
	Iteration 8F: 3 clusters Score -2.171191e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65069 members 
Mstep: Class 2 contains 102883 members 
Entering Unmasked Estep 
Score: -21714560.000000 Penalty: 5967.590820
	Iteration 9Q: 3 clusters Score -2.171456e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 105198 members 
Entering Unmasked Estep 
Score: -21715752.000000 Penalty: 5967.590820
	Iteration 10Q: 3 clusters Score -2.171575e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 107466 members 
Entering Unmasked Estep 
Score: -21716550.000000 Penalty: 5967.590820
	Iteration 11Q: 3 clusters Score -2.171655e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -21717150.000000 Penalty: 5967.590820
	Iteration 12Q: 3 clusters Score -2.171715e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 112222 members 
Entering Unmasked Estep 
Score: -21717772.000000 Penalty: 5967.590820
	Iteration 13Q: 3 clusters Score -2.171777e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 114774 members 
Entering Unmasked Estep 
Score: -21718462.000000 Penalty: 5967.590820
	Iteration 14Q: 3 clusters Score -2.171846e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -21718998.000000 Penalty: 5967.590820
	Iteration 15Q: 3 clusters Score -2.1719e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 120316 members 
Entering Unmasked Estep 
Score: -21719702.000000 Penalty: 5967.590820
	Iteration 16Q: 3 clusters Score -2.17197e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 123334 members 
Entering Unmasked Estep 
Score: -21720248.000000 Penalty: 5967.590820
	Iteration 17Q: 3 clusters Score -2.172025e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -21720922.000000 Penalty: 5967.590820
	Iteration 18Q: 3 clusters Score -2.172092e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 129554 members 
Entering Unmasked Estep 
Score: -21721578.000000 Penalty: 5967.590820
	Iteration 19Q: 3 clusters Score -2.172158e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 132672 members 
Entering Unmasked Estep 
Score: -21722406.000000 Penalty: 5967.590820
	Iteration 20F: 3 clusters Score -2.172241e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 135772 members 
Entering Unmasked Estep 
Score: -21723346.000000 Penalty: 5967.590820
	Iteration 21Q: 3 clusters Score -2.172335e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 138879 members 
Entering Unmasked Estep 
Score: -21724062.000000 Penalty: 5967.590820
	Iteration 22Q: 3 clusters Score -2.172406e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 141951 members 
Entering Unmasked Estep 
Score: -21724766.000000 Penalty: 5967.590820
	Iteration 23Q: 3 clusters Score -2.172477e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 144921 members 
Entering Unmasked Estep 
Score: -21725784.000000 Penalty: 5967.590820
	Iteration 24Q: 3 clusters Score -2.172578e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 147696 members 
Entering Unmasked Estep 
Score: -21726608.000000 Penalty: 5967.590820
	Iteration 25Q: 3 clusters Score -2.172661e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 150268 members 
Entering Unmasked Estep 
Score: -21727388.000000 Penalty: 5967.590820
	Iteration 26Q: 3 clusters Score -2.172739e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 152659 members 
Entering Unmasked Estep 
Score: -21728030.000000 Penalty: 5967.590820
	Iteration 27Q: 3 clusters Score -2.172803e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 154768 members 
Entering Unmasked Estep 
Score: -21728448.000000 Penalty: 5967.590820
	Iteration 28Q: 3 clusters Score -2.172845e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 156606 members 
Entering Unmasked Estep 
Score: -21728948.000000 Penalty: 5967.590820
	Iteration 29Q: 3 clusters Score -2.172895e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 158169 members 
Entering Unmasked Estep 
Score: -21729216.000000 Penalty: 5967.590820
	Iteration 30Q: 3 clusters Score -2.172922e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 159423 members 
Entering Unmasked Estep 
Score: -21729564.000000 Penalty: 5967.590820
	Iteration 31Q: 3 clusters Score -2.172956e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 160420 members 
Entering Unmasked Estep 
Score: -21729784.000000 Penalty: 5967.590820
	Iteration 32Q: 3 clusters Score -2.172978e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 161254 members 
Entering Unmasked Estep 
Score: -21730016.000000 Penalty: 5967.590820
	Iteration 33Q: 3 clusters Score -2.173002e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 161932 members 
Entering Unmasked Estep 
Score: -21730318.000000 Penalty: 5967.590820
	Iteration 34Q: 3 clusters Score -2.173032e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 162437 members 
Entering Unmasked Estep 
Score: -21730564.000000 Penalty: 5967.590820
	Iteration 35Q: 3 clusters Score -2.173056e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 162777 members 
Entering Unmasked Estep 
Score: -21730816.000000 Penalty: 5967.590820
	Iteration 36Q: 3 clusters Score -2.173082e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 163013 members 
Entering Unmasked Estep 
Score: -21731092.000000 Penalty: 5967.590820
	Iteration 37Q: 3 clusters Score -2.173109e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 163142 members 
Entering Unmasked Estep 
Score: -21731316.000000 Penalty: 5967.590820
	Iteration 38Q: 3 clusters Score -2.173132e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 163212 members 
Entering Unmasked Estep 
Score: -21731398.000000 Penalty: 5967.590820
	Iteration 39Q: 3 clusters Score -2.17314e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 163222 members 
Entering Unmasked Estep 
Score: -21731594.000000 Penalty: 5967.590820
	Iteration 40F: 3 clusters Score -2.173159e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 163268 members 
Entering Unmasked Estep 
Score: -21731634.000000 Penalty: 5967.590820
	Iteration 41Q: 3 clusters Score -2.173163e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 163289 members 
Entering Unmasked Estep 
Score: -21731640.000000 Penalty: 5967.590820
	Iteration 42Q: 3 clusters Score -2.173164e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 163299 members 
Entering Unmasked Estep 
Score: -21731664.000000 Penalty: 5967.590820
	Iteration 43Q: 3 clusters Score -2.173166e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 163294 members 
Entering Unmasked Estep 
Score: -21731664.000000 Penalty: 5967.590820
	Iteration 44Q: 3 clusters Score -2.173166e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 163280 members 
Entering Unmasked Estep 
Score: -21731690.000000 Penalty: 5967.590820
	Iteration 45Q: 3 clusters Score -2.173169e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 163247 members 
Entering Unmasked Estep 
Score: -21731736.000000 Penalty: 5967.590820
	Iteration 46Q: 3 clusters Score -2.173174e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 163214 members 
Entering Unmasked Estep 
Score: -21731772.000000 Penalty: 5967.590820
	Iteration 47Q: 3 clusters Score -2.173177e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 163188 members 
Entering Unmasked Estep 
Score: -21731820.000000 Penalty: 5967.590820
	Iteration 48Q: 3 clusters Score -2.173182e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 163188 members 
Entering Unmasked Estep 
Score: -21731818.000000 Penalty: 5967.590820
	Iteration 49Q: 3 clusters Score -2.173182e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 163180 members 
Entering Unmasked Estep 
Score: -21731822.000000 Penalty: 5967.590820
	Iteration 50Q: 3 clusters Score -2.173182e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 163162 members 
Entering Unmasked Estep 
Score: -21731836.000000 Penalty: 5967.590820
	Iteration 51Q: 3 clusters Score -2.173184e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 163138 members 
Entering Unmasked Estep 
Score: -21731852.000000 Penalty: 5967.590820
	Iteration 52Q: 3 clusters Score -2.173185e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 163115 members 
Entering Unmasked Estep 
Score: -21731822.000000 Penalty: 5967.590820
	Iteration 53Q: 3 clusters Score -2.173182e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 163099 members 
Entering Unmasked Estep 
Score: -21731812.000000 Penalty: 5967.590820
	Iteration 54Q: 3 clusters Score -2.173181e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 163090 members 
Entering Unmasked Estep 
Score: -21731834.000000 Penalty: 5967.590820
	Iteration 55Q: 3 clusters Score -2.173183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 163091 members 
Entering Unmasked Estep 
Score: -21731810.000000 Penalty: 5967.590820
	Iteration 56Q: 3 clusters Score -2.173181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 163088 members 
Entering Unmasked Estep 
Score: -21731812.000000 Penalty: 5967.590820
	Iteration 57Q: 3 clusters Score -2.173181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 163087 members 
Entering Unmasked Estep 
Score: -21731816.000000 Penalty: 5967.590820
	Iteration 58Q: 3 clusters Score -2.173182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 163082 members 
Entering Unmasked Estep 
Score: -21731830.000000 Penalty: 5967.590820
	Iteration 59Q: 3 clusters Score -2.173183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 163082 members 
Entering Unmasked Estep 
Score: -21731824.000000 Penalty: 5967.590820
	Iteration 60F: 3 clusters Score -2.173182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 163081 members 
Entering Unmasked Estep 
Score: -21731820.000000 Penalty: 5967.590820
	Iteration 61Q: 3 clusters Score -2.173182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 163079 members 
Entering Unmasked Estep 
Score: -21731812.000000 Penalty: 5967.590820
	Iteration 62Q: 3 clusters Score -2.173181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 163077 members 
Entering Unmasked Estep 
Score: -21731810.000000 Penalty: 5967.590820
	Iteration 63Q: 3 clusters Score -2.173181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 163073 members 
Entering Unmasked Estep 
Score: -21731824.000000 Penalty: 5967.590820
	Iteration 64Q: 3 clusters Score -2.173182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 163073 members 
Entering Unmasked Estep 
Score: -21731818.000000 Penalty: 5967.590820
	Iteration 65Q: 3 clusters Score -2.173182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 163073 members 
Entering Unmasked Estep 
Score: -21731818.000000 Penalty: 5967.590820
	Iteration 66F: 3 clusters Score -2.173182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Entering Unmasked Estep 
Score: -922542.000000 Penalty: 2217.048828
	Iteration 0F: 2 clusters Score -922542 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 3764 members 
Entering Unmasked Estep 
Score: -916391.375000 Penalty: 4434.097656
	Iteration 0F: 3 clusters Score -916391.4 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -918009.875000 Penalty: 4434.097656
	Iteration 1F: 3 clusters Score -918009.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -918266.250000 Penalty: 4434.097656
	Iteration 2F: 3 clusters Score -918266.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -918439.875000 Penalty: 4434.097656
	Iteration 3F: 3 clusters Score -918439.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -918584.437500 Penalty: 4434.097656
	Iteration 4Q: 3 clusters Score -918584.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -918725.000000 Penalty: 4434.097656
	Iteration 5Q: 3 clusters Score -918725 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -918881.687500 Penalty: 4434.097656
	Iteration 6Q: 3 clusters Score -918881.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -919064.000000 Penalty: 4434.097656
	Iteration 7Q: 3 clusters Score -919064 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -919253.000000 Penalty: 4434.097656
	Iteration 8Q: 3 clusters Score -919253 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -919446.687500 Penalty: 4434.097656
	Iteration 9Q: 3 clusters Score -919446.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -919665.125000 Penalty: 4434.097656
	Iteration 10Q: 3 clusters Score -919665.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -919893.187500 Penalty: 4434.097656
	Iteration 11Q: 3 clusters Score -919893.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -920096.812500 Penalty: 4434.097656
	Iteration 12Q: 3 clusters Score -920096.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -920297.562500 Penalty: 4434.097656
	Iteration 13Q: 3 clusters Score -920297.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -920457.687500 Penalty: 4434.097656
	Iteration 14Q: 3 clusters Score -920457.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -920565.312500 Penalty: 4434.097656
	Iteration 15Q: 3 clusters Score -920565.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -920662.375000 Penalty: 4434.097656
	Iteration 16Q: 3 clusters Score -920662.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -920723.250000 Penalty: 4434.097656
	Iteration 17Q: 3 clusters Score -920723.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -920777.437500 Penalty: 4434.097656
	Iteration 18Q: 3 clusters Score -920777.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -920823.125000 Penalty: 4434.097656
	Iteration 19Q: 3 clusters Score -920823.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -920861.187500 Penalty: 4434.097656
	Iteration 20F: 3 clusters Score -920861.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -920902.875000 Penalty: 4434.097656
	Iteration 21Q: 3 clusters Score -920902.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -920929.000000 Penalty: 4434.097656
	Iteration 22Q: 3 clusters Score -920929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -920950.312500 Penalty: 4434.097656
	Iteration 23Q: 3 clusters Score -920950.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -920972.812500 Penalty: 4434.097656
	Iteration 24Q: 3 clusters Score -920972.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -920985.187500 Penalty: 4434.097656
	Iteration 25Q: 3 clusters Score -920985.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -920994.875000 Penalty: 4434.097656
	Iteration 26Q: 3 clusters Score -920994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -920998.000000 Penalty: 4434.097656
	Iteration 27Q: 3 clusters Score -920998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -921005.250000 Penalty: 4434.097656
	Iteration 28Q: 3 clusters Score -921005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -921014.625000 Penalty: 4434.097656
	Iteration 29Q: 3 clusters Score -921014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -921016.812500 Penalty: 4434.097656
	Iteration 30Q: 3 clusters Score -921016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -921017.125000 Penalty: 4434.097656
	Iteration 31Q: 3 clusters Score -921017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -921017.125000 Penalty: 4434.097656
	Iteration 32F: 3 clusters Score -921017.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Entering Unmasked Estep 
Score: -1645097.250000 Penalty: 2364.848633
	Iteration 0F: 2 clusters Score -1645097 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 6884 members 
Entering Unmasked Estep 
Score: -1635041.250000 Penalty: 4729.697266
	Iteration 0F: 3 clusters Score -1635041 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1638359.000000 Penalty: 4729.697266
	Iteration 1F: 3 clusters Score -1638359 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1639139.125000 Penalty: 4729.697266
	Iteration 2F: 3 clusters Score -1639139 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1640062.000000 Penalty: 4729.697266
	Iteration 3F: 3 clusters Score -1640062 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1641007.875000 Penalty: 4729.697266
	Iteration 4F: 3 clusters Score -1641008 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1641832.000000 Penalty: 4729.697266
	Iteration 5F: 3 clusters Score -1641832 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1642351.500000 Penalty: 4729.697266
	Iteration 6F: 3 clusters Score -1642352 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1642719.500000 Penalty: 4729.697266
	Iteration 7Q: 3 clusters Score -1642720 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1643017.125000 Penalty: 4729.697266
	Iteration 8Q: 3 clusters Score -1643017 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1643282.000000 Penalty: 4729.697266
	Iteration 9Q: 3 clusters Score -1643282 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1643478.500000 Penalty: 4729.697266
	Iteration 10Q: 3 clusters Score -1643478 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1643633.750000 Penalty: 4729.697266
	Iteration 11Q: 3 clusters Score -1643634 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1643746.250000 Penalty: 4729.697266
	Iteration 12Q: 3 clusters Score -1643746 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1643824.875000 Penalty: 4729.697266
	Iteration 13Q: 3 clusters Score -1643825 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1643887.375000 Penalty: 4729.697266
	Iteration 14Q: 3 clusters Score -1643887 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1643940.000000 Penalty: 4729.697266
	Iteration 15Q: 3 clusters Score -1643940 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1643966.875000 Penalty: 4729.697266
	Iteration 16Q: 3 clusters Score -1643967 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1643990.000000 Penalty: 4729.697266
	Iteration 17Q: 3 clusters Score -1643990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1644017.875000 Penalty: 4729.697266
	Iteration 18Q: 3 clusters Score -1644018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1644046.625000 Penalty: 4729.697266
	Iteration 19Q: 3 clusters Score -1644047 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1644066.500000 Penalty: 4729.697266
	Iteration 20F: 3 clusters Score -1644066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1644086.375000 Penalty: 4729.697266
	Iteration 21Q: 3 clusters Score -1644086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1644111.375000 Penalty: 4729.697266
	Iteration 22Q: 3 clusters Score -1644111 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1644122.125000 Penalty: 4729.697266
	Iteration 23Q: 3 clusters Score -1644122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1644134.250000 Penalty: 4729.697266
	Iteration 24Q: 3 clusters Score -1644134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1644137.625000 Penalty: 4729.697266
	Iteration 25Q: 3 clusters Score -1644138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1644145.375000 Penalty: 4729.697266
	Iteration 26Q: 3 clusters Score -1644145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1644148.250000 Penalty: 4729.697266
	Iteration 27Q: 3 clusters Score -1644148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1644153.250000 Penalty: 4729.697266
	Iteration 28Q: 3 clusters Score -1644153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1644161.750000 Penalty: 4729.697266
	Iteration 29Q: 3 clusters Score -1644162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1644170.000000 Penalty: 4729.697266
	Iteration 30Q: 3 clusters Score -1644170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1644172.875000 Penalty: 4729.697266
	Iteration 31Q: 3 clusters Score -1644173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1644181.625000 Penalty: 4729.697266
	Iteration 32Q: 3 clusters Score -1644182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1644186.250000 Penalty: 4729.697266
	Iteration 33Q: 3 clusters Score -1644186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1644198.125000 Penalty: 4729.697266
	Iteration 34Q: 3 clusters Score -1644198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1644206.000000 Penalty: 4729.697266
	Iteration 35Q: 3 clusters Score -1644206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1644213.625000 Penalty: 4729.697266
	Iteration 36Q: 3 clusters Score -1644214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1644230.750000 Penalty: 4729.697266
	Iteration 37Q: 3 clusters Score -1644231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1644243.375000 Penalty: 4729.697266
	Iteration 38Q: 3 clusters Score -1644243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1644257.875000 Penalty: 4729.697266
	Iteration 39Q: 3 clusters Score -1644258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1644263.875000 Penalty: 4729.697266
	Iteration 40F: 3 clusters Score -1644264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1644280.750000 Penalty: 4729.697266
	Iteration 41Q: 3 clusters Score -1644281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1644289.750000 Penalty: 4729.697266
	Iteration 42Q: 3 clusters Score -1644290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1644303.250000 Penalty: 4729.697266
	Iteration 43Q: 3 clusters Score -1644303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1644308.250000 Penalty: 4729.697266
	Iteration 44Q: 3 clusters Score -1644308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1644320.500000 Penalty: 4729.697266
	Iteration 45Q: 3 clusters Score -1644320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1644329.125000 Penalty: 4729.697266
	Iteration 46Q: 3 clusters Score -1644329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1644342.000000 Penalty: 4729.697266
	Iteration 47Q: 3 clusters Score -1644342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1644357.375000 Penalty: 4729.697266
	Iteration 48Q: 3 clusters Score -1644357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1644368.375000 Penalty: 4729.697266
	Iteration 49Q: 3 clusters Score -1644368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1644378.125000 Penalty: 4729.697266
	Iteration 50Q: 3 clusters Score -1644378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1644385.875000 Penalty: 4729.697266
	Iteration 51Q: 3 clusters Score -1644386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1644394.750000 Penalty: 4729.697266
	Iteration 52Q: 3 clusters Score -1644395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1644403.500000 Penalty: 4729.697266
	Iteration 53Q: 3 clusters Score -1644404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1644409.750000 Penalty: 4729.697266
	Iteration 54Q: 3 clusters Score -1644410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1644414.625000 Penalty: 4729.697266
	Iteration 55Q: 3 clusters Score -1644415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1644417.875000 Penalty: 4729.697266
	Iteration 56Q: 3 clusters Score -1644418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1644429.500000 Penalty: 4729.697266
	Iteration 57Q: 3 clusters Score -1644430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1644431.750000 Penalty: 4729.697266
	Iteration 58Q: 3 clusters Score -1644432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1644436.750000 Penalty: 4729.697266
	Iteration 59Q: 3 clusters Score -1644437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1644435.750000 Penalty: 4729.697266
	Iteration 60F: 3 clusters Score -1644436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1644441.750000 Penalty: 4729.697266
	Iteration 61Q: 3 clusters Score -1644442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1644439.250000 Penalty: 4729.697266
	Iteration 62Q: 3 clusters Score -1644439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1644438.250000 Penalty: 4729.697266
	Iteration 63Q: 3 clusters Score -1644438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1644441.000000 Penalty: 4729.697266
	Iteration 64Q: 3 clusters Score -1644441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1644440.375000 Penalty: 4729.697266
	Iteration 65Q: 3 clusters Score -1644440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1644442.375000 Penalty: 4729.697266
	Iteration 66Q: 3 clusters Score -1644442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1644445.750000 Penalty: 4729.697266
	Iteration 67Q: 3 clusters Score -1644446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1644446.750000 Penalty: 4729.697266
	Iteration 68Q: 3 clusters Score -1644447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1644445.875000 Penalty: 4729.697266
	Iteration 69Q: 3 clusters Score -1644446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1644448.000000 Penalty: 4729.697266
	Iteration 70Q: 3 clusters Score -1644448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1644449.625000 Penalty: 4729.697266
	Iteration 71Q: 3 clusters Score -1644450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1644447.125000 Penalty: 4729.697266
	Iteration 72Q: 3 clusters Score -1644447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1644446.750000 Penalty: 4729.697266
	Iteration 73Q: 3 clusters Score -1644447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1644446.000000 Penalty: 4729.697266
	Iteration 74Q: 3 clusters Score -1644446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1644455.000000 Penalty: 4729.697266
	Iteration 75Q: 3 clusters Score -1644455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1644456.875000 Penalty: 4729.697266
	Iteration 76Q: 3 clusters Score -1644457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1644466.625000 Penalty: 4729.697266
	Iteration 77Q: 3 clusters Score -1644467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1644472.875000 Penalty: 4729.697266
	Iteration 78Q: 3 clusters Score -1644473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1644473.625000 Penalty: 4729.697266
	Iteration 79Q: 3 clusters Score -1644474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1644476.250000 Penalty: 4729.697266
	Iteration 80F: 3 clusters Score -1644476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1644480.625000 Penalty: 4729.697266
	Iteration 81Q: 3 clusters Score -1644481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1644480.000000 Penalty: 4729.697266
	Iteration 82Q: 3 clusters Score -1644480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1644485.500000 Penalty: 4729.697266
	Iteration 83Q: 3 clusters Score -1644486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1644490.750000 Penalty: 4729.697266
	Iteration 84Q: 3 clusters Score -1644491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1644496.875000 Penalty: 4729.697266
	Iteration 85Q: 3 clusters Score -1644497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1644501.875000 Penalty: 4729.697266
	Iteration 86Q: 3 clusters Score -1644502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1644505.125000 Penalty: 4729.697266
	Iteration 87Q: 3 clusters Score -1644505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1644512.375000 Penalty: 4729.697266
	Iteration 88Q: 3 clusters Score -1644512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1644518.625000 Penalty: 4729.697266
	Iteration 89Q: 3 clusters Score -1644519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1644521.875000 Penalty: 4729.697266
	Iteration 90Q: 3 clusters Score -1644522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1644522.250000 Penalty: 4729.697266
	Iteration 91Q: 3 clusters Score -1644522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1644526.250000 Penalty: 4729.697266
	Iteration 92Q: 3 clusters Score -1644526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1644526.250000 Penalty: 4729.697266
	Iteration 93Q: 3 clusters Score -1644526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1644526.375000 Penalty: 4729.697266
	Iteration 94Q: 3 clusters Score -1644526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1644529.875000 Penalty: 4729.697266
	Iteration 95Q: 3 clusters Score -1644530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1644532.500000 Penalty: 4729.697266
	Iteration 96Q: 3 clusters Score -1644532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1644535.500000 Penalty: 4729.697266
	Iteration 97Q: 3 clusters Score -1644536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1644542.250000 Penalty: 4729.697266
	Iteration 98Q: 3 clusters Score -1644542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1644549.625000 Penalty: 4729.697266
	Iteration 99Q: 3 clusters Score -1644550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1644551.125000 Penalty: 4729.697266
	Iteration 100F: 3 clusters Score -1644551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1644556.125000 Penalty: 4729.697266
	Iteration 101Q: 3 clusters Score -1644556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1644559.500000 Penalty: 4729.697266
	Iteration 102Q: 3 clusters Score -1644560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1644561.000000 Penalty: 4729.697266
	Iteration 103Q: 3 clusters Score -1644561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1644561.750000 Penalty: 4729.697266
	Iteration 104Q: 3 clusters Score -1644562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1644567.125000 Penalty: 4729.697266
	Iteration 105Q: 3 clusters Score -1644567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1644574.250000 Penalty: 4729.697266
	Iteration 106Q: 3 clusters Score -1644574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1644591.875000 Penalty: 4729.697266
	Iteration 107Q: 3 clusters Score -1644592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1644614.500000 Penalty: 4729.697266
	Iteration 108Q: 3 clusters Score -1644614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1644654.125000 Penalty: 4729.697266
	Iteration 109Q: 3 clusters Score -1644654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1644690.625000 Penalty: 4729.697266
	Iteration 110Q: 3 clusters Score -1644691 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1644718.875000 Penalty: 4729.697266
	Iteration 111Q: 3 clusters Score -1644719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1644736.250000 Penalty: 4729.697266
	Iteration 112Q: 3 clusters Score -1644736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1644750.250000 Penalty: 4729.697266
	Iteration 113Q: 3 clusters Score -1644750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1644762.500000 Penalty: 4729.697266
	Iteration 114Q: 3 clusters Score -1644762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1644770.000000 Penalty: 4729.697266
	Iteration 115Q: 3 clusters Score -1644770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1644776.875000 Penalty: 4729.697266
	Iteration 116Q: 3 clusters Score -1644777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1644780.125000 Penalty: 4729.697266
	Iteration 117Q: 3 clusters Score -1644780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1644783.500000 Penalty: 4729.697266
	Iteration 118Q: 3 clusters Score -1644784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1644793.375000 Penalty: 4729.697266
	Iteration 119Q: 3 clusters Score -1644793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1644800.250000 Penalty: 4729.697266
	Iteration 120F: 3 clusters Score -1644800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1644808.125000 Penalty: 4729.697266
	Iteration 121Q: 3 clusters Score -1644808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1644830.125000 Penalty: 4729.697266
	Iteration 122Q: 3 clusters Score -1644830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1644848.625000 Penalty: 4729.697266
	Iteration 123Q: 3 clusters Score -1644849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1644887.875000 Penalty: 4729.697266
	Iteration 124Q: 3 clusters Score -1644888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1644968.125000 Penalty: 4729.697266
	Iteration 125Q: 3 clusters Score -1644968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1645057.000000 Penalty: 4729.697266
	Iteration 126Q: 3 clusters Score -1645057 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1645110.625000 Penalty: 4729.697266
	Iteration 127Q: 3 clusters Score -1645111 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1645139.125000 Penalty: 4729.697266
	Iteration 128Q: 3 clusters Score -1645139 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1645151.250000 Penalty: 4729.697266
	Iteration 129Q: 3 clusters Score -1645151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1645160.500000 Penalty: 4729.697266
	Iteration 130Q: 3 clusters Score -1645160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1645157.250000 Penalty: 4729.697266
	Iteration 131Q: 3 clusters Score -1645157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1645159.250000 Penalty: 4729.697266
	Iteration 132Q: 3 clusters Score -1645159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1645161.375000 Penalty: 4729.697266
	Iteration 133Q: 3 clusters Score -1645161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1645165.625000 Penalty: 4729.697266
	Iteration 134Q: 3 clusters Score -1645166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1645165.500000 Penalty: 4729.697266
	Iteration 135Q: 3 clusters Score -1645166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1645165.750000 Penalty: 4729.697266
	Iteration 136Q: 3 clusters Score -1645166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1645165.000000 Penalty: 4729.697266
	Iteration 137Q: 3 clusters Score -1645165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1645164.375000 Penalty: 4729.697266
	Iteration 138Q: 3 clusters Score -1645164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1645167.625000 Penalty: 4729.697266
	Iteration 139Q: 3 clusters Score -1645168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1645167.000000 Penalty: 4729.697266
	Iteration 140F: 3 clusters Score -1645167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1645167.500000 Penalty: 4729.697266
	Iteration 141Q: 3 clusters Score -1645168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1645166.250000 Penalty: 4729.697266
	Iteration 142Q: 3 clusters Score -1645166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1645166.250000 Penalty: 4729.697266
	Iteration 143F: 3 clusters Score -1645166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 20804 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 15599 members 
Mstep: Class 5 contains 145552 members 
Mstep: Class 6 contains 101608 members 
Mstep: Class 7 contains 30331 members 
Mstep: Class 8 contains 167952 members 
Mstep: Class 9 contains 7629 members 
Mstep: Class 10 contains 11558 members 
Mstep: Class 11 contains 45503 members 
Mstep: Class 12 contains 103717 members 
Mstep: Class 13 contains 44581 members 
Mstep: Class 14 contains 256721 members 
Mstep: Class 15 contains 73800 members 
Mstep: Class 16 contains 15295 members 
Mstep: Class 17 contains 49383 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 36380 members 
Mstep: Class 21 contains 4674 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 5148 members 
Mstep: Class 24 contains 10669 members 
Mstep: Class 25 contains 5902 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8054 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 36176 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13764 members 
Mstep: Class 32 contains 2381 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 2287 members 
Entering Unmasked Estep 
Score: -157706224.000000 Penalty: 118478.460938
Splitting cluster 10 changes total score from -157707088.000000 to -157706224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (45503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Entering Unmasked Estep 
Score: -5773231.000000 Penalty: 2659.932373
	Iteration 0F: 2 clusters Score -5773231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -5742365.000000 Penalty: 5319.864746
	Iteration 0F: 3 clusters Score -5742365 nChanged 20919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -5753875.500000 Penalty: 5319.864746
	Iteration 1F: 3 clusters Score -5753876 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -5754449.000000 Penalty: 5319.864746
	Iteration 2Q: 3 clusters Score -5754449 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -5755161.000000 Penalty: 5319.864746
	Iteration 3Q: 3 clusters Score -5755161 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -5755972.500000 Penalty: 5319.864746
	Iteration 4Q: 3 clusters Score -5755972 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -5756941.000000 Penalty: 5319.864746
	Iteration 5Q: 3 clusters Score -5756941 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -5758110.000000 Penalty: 5319.864746
	Iteration 6Q: 3 clusters Score -5758110 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -5759716.500000 Penalty: 5319.864746
	Iteration 7F: 3 clusters Score -5759716 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -5761524.500000 Penalty: 5319.864746
	Iteration 8F: 3 clusters Score -5761524 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -5763480.000000 Penalty: 5319.864746
	Iteration 9F: 3 clusters Score -5763480 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -5765286.500000 Penalty: 5319.864746
	Iteration 10F: 3 clusters Score -5765286 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -5766741.500000 Penalty: 5319.864746
	Iteration 11Q: 3 clusters Score -5766742 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -5767954.000000 Penalty: 5319.864746
	Iteration 12Q: 3 clusters Score -5767954 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -5768898.000000 Penalty: 5319.864746
	Iteration 13Q: 3 clusters Score -5768898 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5769525.000000 Penalty: 5319.864746
	Iteration 14Q: 3 clusters Score -5769525 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5769930.500000 Penalty: 5319.864746
	Iteration 15Q: 3 clusters Score -5769930 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5770257.500000 Penalty: 5319.864746
	Iteration 16Q: 3 clusters Score -5770258 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5770468.000000 Penalty: 5319.864746
	Iteration 17Q: 3 clusters Score -5770468 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5770582.000000 Penalty: 5319.864746
	Iteration 18Q: 3 clusters Score -5770582 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5770686.000000 Penalty: 5319.864746
	Iteration 19Q: 3 clusters Score -5770686 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5770732.500000 Penalty: 5319.864746
	Iteration 20F: 3 clusters Score -5770732 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5770788.000000 Penalty: 5319.864746
	Iteration 21Q: 3 clusters Score -5770788 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5770846.500000 Penalty: 5319.864746
	Iteration 22Q: 3 clusters Score -5770846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5770860.500000 Penalty: 5319.864746
	Iteration 23Q: 3 clusters Score -5770860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5770879.000000 Penalty: 5319.864746
	Iteration 24Q: 3 clusters Score -5770879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5770889.000000 Penalty: 5319.864746
	Iteration 25Q: 3 clusters Score -5770889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5770913.000000 Penalty: 5319.864746
	Iteration 26Q: 3 clusters Score -5770913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5770930.500000 Penalty: 5319.864746
	Iteration 27Q: 3 clusters Score -5770930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5770932.500000 Penalty: 5319.864746
	Iteration 28Q: 3 clusters Score -5770932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5770934.000000 Penalty: 5319.864746
	Iteration 29Q: 3 clusters Score -5770934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5770945.500000 Penalty: 5319.864746
	Iteration 30Q: 3 clusters Score -5770946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5770951.000000 Penalty: 5319.864746
	Iteration 31Q: 3 clusters Score -5770951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5770950.500000 Penalty: 5319.864746
	Iteration 32Q: 3 clusters Score -5770950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5770951.500000 Penalty: 5319.864746
	Iteration 33Q: 3 clusters Score -5770952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5770956.500000 Penalty: 5319.864746
	Iteration 34Q: 3 clusters Score -5770956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5770961.000000 Penalty: 5319.864746
	Iteration 35Q: 3 clusters Score -5770961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5770964.500000 Penalty: 5319.864746
	Iteration 36Q: 3 clusters Score -5770964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5770955.500000 Penalty: 5319.864746
	Iteration 37Q: 3 clusters Score -5770956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5770963.500000 Penalty: 5319.864746
	Iteration 38Q: 3 clusters Score -5770964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5770968.500000 Penalty: 5319.864746
	Iteration 39Q: 3 clusters Score -5770968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5770975.500000 Penalty: 5319.864746
	Iteration 40F: 3 clusters Score -5770976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5770976.500000 Penalty: 5319.864746
	Iteration 41Q: 3 clusters Score -5770976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5770977.000000 Penalty: 5319.864746
	Iteration 42Q: 3 clusters Score -5770977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5770980.000000 Penalty: 5319.864746
	Iteration 43Q: 3 clusters Score -5770980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5770982.500000 Penalty: 5319.864746
	Iteration 44Q: 3 clusters Score -5770982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5770984.500000 Penalty: 5319.864746
	Iteration 45Q: 3 clusters Score -5770984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5770984.500000 Penalty: 5319.864746
	Iteration 46Q: 3 clusters Score -5770984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5770987.000000 Penalty: 5319.864746
	Iteration 47Q: 3 clusters Score -5770987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5770990.500000 Penalty: 5319.864746
	Iteration 48Q: 3 clusters Score -5770990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5770990.000000 Penalty: 5319.864746
	Iteration 49Q: 3 clusters Score -5770990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5770990.000000 Penalty: 5319.864746
	Iteration 50F: 3 clusters Score -5770990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (103717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103717 members 
Entering Unmasked Estep 
Score: -13208023.000000 Penalty: 2864.256592
	Iteration 0F: 2 clusters Score -1.320802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -13138691.000000 Penalty: 5728.513184
	Iteration 0F: 3 clusters Score -1.313869e+07 nChanged 48919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -13166799.000000 Penalty: 5728.513184
	Iteration 1F: 3 clusters Score -1.31668e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -13168071.000000 Penalty: 5728.513184
	Iteration 2Q: 3 clusters Score -1.316807e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -13170089.000000 Penalty: 5728.513184
	Iteration 3Q: 3 clusters Score -1.317009e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -13172816.000000 Penalty: 5728.513184
	Iteration 4F: 3 clusters Score -1.317282e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -13176237.000000 Penalty: 5728.513184
	Iteration 5F: 3 clusters Score -1.317624e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -13179487.000000 Penalty: 5728.513184
	Iteration 6F: 3 clusters Score -1.317949e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -13182105.000000 Penalty: 5728.513184
	Iteration 7F: 3 clusters Score -1.31821e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -13183912.000000 Penalty: 5728.513184
	Iteration 8Q: 3 clusters Score -1.318391e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -13184959.000000 Penalty: 5728.513184
	Iteration 9Q: 3 clusters Score -1.318496e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -13185656.000000 Penalty: 5728.513184
	Iteration 10Q: 3 clusters Score -1.318566e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -13186106.000000 Penalty: 5728.513184
	Iteration 11Q: 3 clusters Score -1.318611e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -13186371.000000 Penalty: 5728.513184
	Iteration 12Q: 3 clusters Score -1.318637e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -13186638.000000 Penalty: 5728.513184
	Iteration 13Q: 3 clusters Score -1.318664e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -13186894.000000 Penalty: 5728.513184
	Iteration 14Q: 3 clusters Score -1.318689e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -13187193.000000 Penalty: 5728.513184
	Iteration 15Q: 3 clusters Score -1.318719e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -13187591.000000 Penalty: 5728.513184
	Iteration 16Q: 3 clusters Score -1.318759e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -13188057.000000 Penalty: 5728.513184
	Iteration 17Q: 3 clusters Score -1.318806e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -13188613.000000 Penalty: 5728.513184
	Iteration 18Q: 3 clusters Score -1.318861e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -13189310.000000 Penalty: 5728.513184
	Iteration 19Q: 3 clusters Score -1.318931e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -13190319.000000 Penalty: 5728.513184
	Iteration 20F: 3 clusters Score -1.319032e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -13191662.000000 Penalty: 5728.513184
	Iteration 21Q: 3 clusters Score -1.319166e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -13193398.000000 Penalty: 5728.513184
	Iteration 22Q: 3 clusters Score -1.31934e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -13195270.000000 Penalty: 5728.513184
	Iteration 23Q: 3 clusters Score -1.319527e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -13197400.000000 Penalty: 5728.513184
	Iteration 24Q: 3 clusters Score -1.31974e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -13199351.000000 Penalty: 5728.513184
	Iteration 25Q: 3 clusters Score -1.319935e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92480 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -13201119.000000 Penalty: 5728.513184
	Iteration 26Q: 3 clusters Score -1.320112e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95158 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -13202600.000000 Penalty: 5728.513184
	Iteration 27Q: 3 clusters Score -1.32026e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -13203585.000000 Penalty: 5728.513184
	Iteration 28Q: 3 clusters Score -1.320358e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -13204318.000000 Penalty: 5728.513184
	Iteration 29Q: 3 clusters Score -1.320432e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99712 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -13204724.000000 Penalty: 5728.513184
	Iteration 30Q: 3 clusters Score -1.320472e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -13205004.000000 Penalty: 5728.513184
	Iteration 31Q: 3 clusters Score -1.3205e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -13205263.000000 Penalty: 5728.513184
	Iteration 32Q: 3 clusters Score -1.320526e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101215 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -13205388.000000 Penalty: 5728.513184
	Iteration 33Q: 3 clusters Score -1.320539e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -13205510.000000 Penalty: 5728.513184
	Iteration 34Q: 3 clusters Score -1.320551e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101653 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -13205568.000000 Penalty: 5728.513184
	Iteration 35Q: 3 clusters Score -1.320557e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101809 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13205639.000000 Penalty: 5728.513184
	Iteration 36Q: 3 clusters Score -1.320564e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101939 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -13205699.000000 Penalty: 5728.513184
	Iteration 37Q: 3 clusters Score -1.32057e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -13205763.000000 Penalty: 5728.513184
	Iteration 38Q: 3 clusters Score -1.320576e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102119 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -13205817.000000 Penalty: 5728.513184
	Iteration 39Q: 3 clusters Score -1.320582e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102175 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13205855.000000 Penalty: 5728.513184
	Iteration 40F: 3 clusters Score -1.320586e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -13205884.000000 Penalty: 5728.513184
	Iteration 41Q: 3 clusters Score -1.320588e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13205939.000000 Penalty: 5728.513184
	Iteration 42Q: 3 clusters Score -1.320594e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102357 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -13206038.000000 Penalty: 5728.513184
	Iteration 43Q: 3 clusters Score -1.320604e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102392 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -13206090.000000 Penalty: 5728.513184
	Iteration 44Q: 3 clusters Score -1.320609e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102409 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -13206166.000000 Penalty: 5728.513184
	Iteration 45Q: 3 clusters Score -1.320617e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102409 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -13206214.000000 Penalty: 5728.513184
	Iteration 46Q: 3 clusters Score -1.320621e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102395 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -13206264.000000 Penalty: 5728.513184
	Iteration 47Q: 3 clusters Score -1.320626e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102398 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -13206300.000000 Penalty: 5728.513184
	Iteration 48Q: 3 clusters Score -1.32063e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -13206331.000000 Penalty: 5728.513184
	Iteration 49Q: 3 clusters Score -1.320633e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102379 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -13206347.000000 Penalty: 5728.513184
	Iteration 50Q: 3 clusters Score -1.320635e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -13206374.000000 Penalty: 5728.513184
	Iteration 51Q: 3 clusters Score -1.320637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102352 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -13206372.000000 Penalty: 5728.513184
	Iteration 52Q: 3 clusters Score -1.320637e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102337 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13206374.000000 Penalty: 5728.513184
	Iteration 53Q: 3 clusters Score -1.320637e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -13206386.000000 Penalty: 5728.513184
	Iteration 54Q: 3 clusters Score -1.320639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102322 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -13206394.000000 Penalty: 5728.513184
	Iteration 55Q: 3 clusters Score -1.320639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102315 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -13206392.000000 Penalty: 5728.513184
	Iteration 56Q: 3 clusters Score -1.320639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102307 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -13206392.000000 Penalty: 5728.513184
	Iteration 57Q: 3 clusters Score -1.320639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102299 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -13206393.000000 Penalty: 5728.513184
	Iteration 58Q: 3 clusters Score -1.320639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -13206405.000000 Penalty: 5728.513184
	Iteration 59Q: 3 clusters Score -1.32064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -13206396.000000 Penalty: 5728.513184
	Iteration 60F: 3 clusters Score -1.32064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102275 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -13206405.000000 Penalty: 5728.513184
	Iteration 61Q: 3 clusters Score -1.32064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102269 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -13206416.000000 Penalty: 5728.513184
	Iteration 62Q: 3 clusters Score -1.320642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102266 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -13206420.000000 Penalty: 5728.513184
	Iteration 63Q: 3 clusters Score -1.320642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102265 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -13206420.000000 Penalty: 5728.513184
	Iteration 64Q: 3 clusters Score -1.320642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -13206426.000000 Penalty: 5728.513184
	Iteration 65Q: 3 clusters Score -1.320643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -13206426.000000 Penalty: 5728.513184
	Iteration 66F: 3 clusters Score -1.320643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Entering Unmasked Estep 
Score: -5387487.000000 Penalty: 2654.855469
	Iteration 0F: 2 clusters Score -5387487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -5357340.500000 Penalty: 5309.710938
	Iteration 0F: 3 clusters Score -5357340 nChanged 20512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -5368743.500000 Penalty: 5309.710938
	Iteration 1F: 3 clusters Score -5368744 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -5369505.000000 Penalty: 5309.710938
	Iteration 2Q: 3 clusters Score -5369505 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -5370271.500000 Penalty: 5309.710938
	Iteration 3Q: 3 clusters Score -5370272 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -5371204.500000 Penalty: 5309.710938
	Iteration 4Q: 3 clusters Score -5371204 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -5372192.000000 Penalty: 5309.710938
	Iteration 5Q: 3 clusters Score -5372192 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -5373163.500000 Penalty: 5309.710938
	Iteration 6F: 3 clusters Score -5373164 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5374040.000000 Penalty: 5309.710938
	Iteration 7Q: 3 clusters Score -5374040 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -5374896.500000 Penalty: 5309.710938
	Iteration 8Q: 3 clusters Score -5374896 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -5375535.000000 Penalty: 5309.710938
	Iteration 9Q: 3 clusters Score -5375535 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -5376073.500000 Penalty: 5309.710938
	Iteration 10Q: 3 clusters Score -5376074 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -5376610.500000 Penalty: 5309.710938
	Iteration 11Q: 3 clusters Score -5376610 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -5377007.500000 Penalty: 5309.710938
	Iteration 12Q: 3 clusters Score -5377008 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -5377429.000000 Penalty: 5309.710938
	Iteration 13Q: 3 clusters Score -5377429 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -5377855.500000 Penalty: 5309.710938
	Iteration 14Q: 3 clusters Score -5377856 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -5378295.500000 Penalty: 5309.710938
	Iteration 15Q: 3 clusters Score -5378296 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -5378716.000000 Penalty: 5309.710938
	Iteration 16Q: 3 clusters Score -5378716 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -5379242.000000 Penalty: 5309.710938
	Iteration 17Q: 3 clusters Score -5379242 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -5379875.500000 Penalty: 5309.710938
	Iteration 18Q: 3 clusters Score -5379876 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -5380507.500000 Penalty: 5309.710938
	Iteration 19Q: 3 clusters Score -5380508 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -5381148.000000 Penalty: 5309.710938
	Iteration 20F: 3 clusters Score -5381148 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -5381728.500000 Penalty: 5309.710938
	Iteration 21Q: 3 clusters Score -5381728 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -5382321.000000 Penalty: 5309.710938
	Iteration 22Q: 3 clusters Score -5382321 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -5382781.500000 Penalty: 5309.710938
	Iteration 23Q: 3 clusters Score -5382782 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -5383242.000000 Penalty: 5309.710938
	Iteration 24Q: 3 clusters Score -5383242 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -5383643.500000 Penalty: 5309.710938
	Iteration 25Q: 3 clusters Score -5383644 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -5383994.000000 Penalty: 5309.710938
	Iteration 26Q: 3 clusters Score -5383994 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -5384314.000000 Penalty: 5309.710938
	Iteration 27Q: 3 clusters Score -5384314 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -5384559.000000 Penalty: 5309.710938
	Iteration 28Q: 3 clusters Score -5384559 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -5384723.500000 Penalty: 5309.710938
	Iteration 29Q: 3 clusters Score -5384724 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5384909.500000 Penalty: 5309.710938
	Iteration 30Q: 3 clusters Score -5384910 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -5385053.500000 Penalty: 5309.710938
	Iteration 31Q: 3 clusters Score -5385054 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -5385180.000000 Penalty: 5309.710938
	Iteration 32Q: 3 clusters Score -5385180 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -5385272.500000 Penalty: 5309.710938
	Iteration 33Q: 3 clusters Score -5385272 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -5385336.500000 Penalty: 5309.710938
	Iteration 34Q: 3 clusters Score -5385336 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -5385396.500000 Penalty: 5309.710938
	Iteration 35Q: 3 clusters Score -5385396 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -5385467.000000 Penalty: 5309.710938
	Iteration 36Q: 3 clusters Score -5385467 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -5385491.000000 Penalty: 5309.710938
	Iteration 37Q: 3 clusters Score -5385491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -5385524.500000 Penalty: 5309.710938
	Iteration 38Q: 3 clusters Score -5385524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -5385547.500000 Penalty: 5309.710938
	Iteration 39Q: 3 clusters Score -5385548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -5385553.500000 Penalty: 5309.710938
	Iteration 40F: 3 clusters Score -5385554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -5385577.500000 Penalty: 5309.710938
	Iteration 41Q: 3 clusters Score -5385578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -5385588.000000 Penalty: 5309.710938
	Iteration 42Q: 3 clusters Score -5385588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -5385596.500000 Penalty: 5309.710938
	Iteration 43Q: 3 clusters Score -5385596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -5385603.500000 Penalty: 5309.710938
	Iteration 44Q: 3 clusters Score -5385604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -5385616.500000 Penalty: 5309.710938
	Iteration 45Q: 3 clusters Score -5385616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -5385620.500000 Penalty: 5309.710938
	Iteration 46Q: 3 clusters Score -5385620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -5385625.000000 Penalty: 5309.710938
	Iteration 47Q: 3 clusters Score -5385625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5385633.500000 Penalty: 5309.710938
	Iteration 48Q: 3 clusters Score -5385634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -5385635.500000 Penalty: 5309.710938
	Iteration 49Q: 3 clusters Score -5385636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -5385641.000000 Penalty: 5309.710938
	Iteration 50Q: 3 clusters Score -5385641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -5385639.000000 Penalty: 5309.710938
	Iteration 51Q: 3 clusters Score -5385639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -5385646.500000 Penalty: 5309.710938
	Iteration 52Q: 3 clusters Score -5385646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5385639.000000 Penalty: 5309.710938
	Iteration 53Q: 3 clusters Score -5385639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5385641.000000 Penalty: 5309.710938
	Iteration 54Q: 3 clusters Score -5385641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5385639.000000 Penalty: 5309.710938
	Iteration 55Q: 3 clusters Score -5385639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -5385645.500000 Penalty: 5309.710938
	Iteration 56Q: 3 clusters Score -5385646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -5385640.000000 Penalty: 5309.710938
	Iteration 57Q: 3 clusters Score -5385640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -5385645.500000 Penalty: 5309.710938
	Iteration 58Q: 3 clusters Score -5385646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -5385642.000000 Penalty: 5309.710938
	Iteration 59Q: 3 clusters Score -5385642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -5385642.000000 Penalty: 5309.710938
	Iteration 60F: 3 clusters Score -5385642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (256721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256721 members 
Entering Unmasked Estep 
Score: -33188204.000000 Penalty: 3089.024658
	Iteration 0F: 2 clusters Score -3.31882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128395 members 
Mstep: Class 2 contains 128326 members 
Entering Unmasked Estep 
Score: -33031460.000000 Penalty: 6178.049316
	Iteration 0F: 3 clusters Score -3.303146e+07 nChanged 124353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131722 members 
Mstep: Class 2 contains 124999 members 
Entering Unmasked Estep 
Score: -33105176.000000 Penalty: 6178.049316
	Iteration 1F: 3 clusters Score -3.310518e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133143 members 
Mstep: Class 2 contains 123578 members 
Entering Unmasked Estep 
Score: -33106186.000000 Penalty: 6178.049316
	Iteration 2Q: 3 clusters Score -3.310619e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135129 members 
Mstep: Class 2 contains 121592 members 
Entering Unmasked Estep 
Score: -33107412.000000 Penalty: 6178.049316
	Iteration 3Q: 3 clusters Score -3.310741e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138060 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -33108822.000000 Penalty: 6178.049316
	Iteration 4Q: 3 clusters Score -3.310882e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142396 members 
Mstep: Class 2 contains 114325 members 
Entering Unmasked Estep 
Score: -33110952.000000 Penalty: 6178.049316
	Iteration 5Q: 3 clusters Score -3.311095e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148634 members 
Mstep: Class 2 contains 108087 members 
Entering Unmasked Estep 
Score: -33114872.000000 Penalty: 6178.049316
	Iteration 6Q: 3 clusters Score -3.311487e+07 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157121 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -33120724.000000 Penalty: 6178.049316
	Iteration 7F: 3 clusters Score -3.312072e+07 nChanged 15743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167560 members 
Mstep: Class 2 contains 89161 members 
Entering Unmasked Estep 
Score: -33129842.000000 Penalty: 6178.049316
	Iteration 8F: 3 clusters Score -3.312984e+07 nChanged 17307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178059 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -33142658.000000 Penalty: 6178.049316
	Iteration 9F: 3 clusters Score -3.314266e+07 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185018 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -33155532.000000 Penalty: 6178.049316
	Iteration 10F: 3 clusters Score -3.315553e+07 nChanged 13603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187439 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -33163112.000000 Penalty: 6178.049316
	Iteration 11F: 3 clusters Score -3.316311e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188107 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -33165354.000000 Penalty: 6178.049316
	Iteration 12Q: 3 clusters Score -3.316535e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188529 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -33166336.000000 Penalty: 6178.049316
	Iteration 13Q: 3 clusters Score -3.316634e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188936 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -33167166.000000 Penalty: 6178.049316
	Iteration 14Q: 3 clusters Score -3.316717e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189333 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -33167856.000000 Penalty: 6178.049316
	Iteration 15Q: 3 clusters Score -3.316786e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189811 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -33168442.000000 Penalty: 6178.049316
	Iteration 16Q: 3 clusters Score -3.316844e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190228 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -33169050.000000 Penalty: 6178.049316
	Iteration 17Q: 3 clusters Score -3.316905e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190648 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -33169646.000000 Penalty: 6178.049316
	Iteration 18Q: 3 clusters Score -3.316965e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191021 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -33170316.000000 Penalty: 6178.049316
	Iteration 19Q: 3 clusters Score -3.317032e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191439 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -33170804.000000 Penalty: 6178.049316
	Iteration 20F: 3 clusters Score -3.31708e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191806 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -33171394.000000 Penalty: 6178.049316
	Iteration 21Q: 3 clusters Score -3.317139e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192211 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -33172004.000000 Penalty: 6178.049316
	Iteration 22Q: 3 clusters Score -3.3172e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192663 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -33172744.000000 Penalty: 6178.049316
	Iteration 23Q: 3 clusters Score -3.317274e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193182 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -33173266.000000 Penalty: 6178.049316
	Iteration 24Q: 3 clusters Score -3.317327e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193722 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -33173866.000000 Penalty: 6178.049316
	Iteration 25Q: 3 clusters Score -3.317387e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194299 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -33174470.000000 Penalty: 6178.049316
	Iteration 26Q: 3 clusters Score -3.317447e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194876 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -33174836.000000 Penalty: 6178.049316
	Iteration 27Q: 3 clusters Score -3.317484e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195459 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -33175244.000000 Penalty: 6178.049316
	Iteration 28Q: 3 clusters Score -3.317524e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195981 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -33175500.000000 Penalty: 6178.049316
	Iteration 29Q: 3 clusters Score -3.31755e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196485 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -33175932.000000 Penalty: 6178.049316
	Iteration 30Q: 3 clusters Score -3.317593e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197043 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -33176162.000000 Penalty: 6178.049316
	Iteration 31Q: 3 clusters Score -3.317616e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197600 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -33176508.000000 Penalty: 6178.049316
	Iteration 32Q: 3 clusters Score -3.317651e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198170 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
Score: -33176698.000000 Penalty: 6178.049316
	Iteration 33Q: 3 clusters Score -3.31767e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198737 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -33176822.000000 Penalty: 6178.049316
	Iteration 34Q: 3 clusters Score -3.317682e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199284 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -33177024.000000 Penalty: 6178.049316
	Iteration 35Q: 3 clusters Score -3.317702e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199899 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -33177320.000000 Penalty: 6178.049316
	Iteration 36Q: 3 clusters Score -3.317732e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200550 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -33177470.000000 Penalty: 6178.049316
	Iteration 37Q: 3 clusters Score -3.317747e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201237 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -33177676.000000 Penalty: 6178.049316
	Iteration 38Q: 3 clusters Score -3.317768e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201997 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -33177796.000000 Penalty: 6178.049316
	Iteration 39Q: 3 clusters Score -3.31778e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202764 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -33178110.000000 Penalty: 6178.049316
	Iteration 40F: 3 clusters Score -3.317811e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203564 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -33178206.000000 Penalty: 6178.049316
	Iteration 41Q: 3 clusters Score -3.317821e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204388 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -33178338.000000 Penalty: 6178.049316
	Iteration 42Q: 3 clusters Score -3.317834e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205265 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -33178556.000000 Penalty: 6178.049316
	Iteration 43Q: 3 clusters Score -3.317856e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206199 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -33178680.000000 Penalty: 6178.049316
	Iteration 44Q: 3 clusters Score -3.317868e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207158 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -33179048.000000 Penalty: 6178.049316
	Iteration 45Q: 3 clusters Score -3.317905e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208257 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -33179520.000000 Penalty: 6178.049316
	Iteration 46Q: 3 clusters Score -3.317952e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209580 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -33180062.000000 Penalty: 6178.049316
	Iteration 47Q: 3 clusters Score -3.318006e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211151 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -33180694.000000 Penalty: 6178.049316
	Iteration 48Q: 3 clusters Score -3.318069e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212839 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -33181272.000000 Penalty: 6178.049316
	Iteration 49Q: 3 clusters Score -3.318127e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214749 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -33181840.000000 Penalty: 6178.049316
	Iteration 50Q: 3 clusters Score -3.318184e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216753 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -33182610.000000 Penalty: 6178.049316
	Iteration 51Q: 3 clusters Score -3.318261e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218941 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -33183214.000000 Penalty: 6178.049316
	Iteration 52Q: 3 clusters Score -3.318321e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221223 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -33183784.000000 Penalty: 6178.049316
	Iteration 53Q: 3 clusters Score -3.318378e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223701 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -33184352.000000 Penalty: 6178.049316
	Iteration 54Q: 3 clusters Score -3.318435e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226346 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -33184874.000000 Penalty: 6178.049316
	Iteration 55Q: 3 clusters Score -3.318487e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229171 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -33185268.000000 Penalty: 6178.049316
	Iteration 56Q: 3 clusters Score -3.318527e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231892 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -33185836.000000 Penalty: 6178.049316
	Iteration 57Q: 3 clusters Score -3.318584e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234492 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -33186246.000000 Penalty: 6178.049316
	Iteration 58Q: 3 clusters Score -3.318625e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237034 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -33186296.000000 Penalty: 6178.049316
	Iteration 59Q: 3 clusters Score -3.31863e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239452 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -33186328.000000 Penalty: 6178.049316
	Iteration 60F: 3 clusters Score -3.318633e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241772 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -33186636.000000 Penalty: 6178.049316
	Iteration 61Q: 3 clusters Score -3.318664e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243921 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -33186944.000000 Penalty: 6178.049316
	Iteration 62Q: 3 clusters Score -3.318694e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245887 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -33186908.000000 Penalty: 6178.049316
	Iteration 63Q: 3 clusters Score -3.318691e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247688 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -33187028.000000 Penalty: 6178.049316
	Iteration 64Q: 3 clusters Score -3.318703e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249197 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -33186974.000000 Penalty: 6178.049316
	Iteration 65Q: 3 clusters Score -3.318697e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250476 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -33186900.000000 Penalty: 6178.049316
	Iteration 66Q: 3 clusters Score -3.31869e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251519 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -33186930.000000 Penalty: 6178.049316
	Iteration 67Q: 3 clusters Score -3.318693e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252390 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -33186834.000000 Penalty: 6178.049316
	Iteration 68Q: 3 clusters Score -3.318683e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253081 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -33186476.000000 Penalty: 6178.049316
	Iteration 69Q: 3 clusters Score -3.318648e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253661 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -33186346.000000 Penalty: 6178.049316
	Iteration 70Q: 3 clusters Score -3.318635e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254101 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -33186284.000000 Penalty: 6178.049316
	Iteration 71Q: 3 clusters Score -3.318628e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254487 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -33186256.000000 Penalty: 6178.049316
	Iteration 72Q: 3 clusters Score -3.318626e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254782 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -33186144.000000 Penalty: 6178.049316
	Iteration 73Q: 3 clusters Score -3.318614e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255021 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -33186138.000000 Penalty: 6178.049316
	Iteration 74Q: 3 clusters Score -3.318614e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255193 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -33186064.000000 Penalty: 6178.049316
	Iteration 75Q: 3 clusters Score -3.318606e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255351 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -33186094.000000 Penalty: 6178.049316
	Iteration 76Q: 3 clusters Score -3.318609e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255480 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -33186076.000000 Penalty: 6178.049316
	Iteration 77Q: 3 clusters Score -3.318608e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255572 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -33186056.000000 Penalty: 6178.049316
	Iteration 78Q: 3 clusters Score -3.318606e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255647 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -33186078.000000 Penalty: 6178.049316
	Iteration 79Q: 3 clusters Score -3.318608e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255716 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -33186064.000000 Penalty: 6178.049316
	Iteration 80F: 3 clusters Score -3.318606e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255771 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -33186066.000000 Penalty: 6178.049316
	Iteration 81Q: 3 clusters Score -3.318607e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255815 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -33186068.000000 Penalty: 6178.049316
	Iteration 82Q: 3 clusters Score -3.318607e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255864 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -33186052.000000 Penalty: 6178.049316
	Iteration 83Q: 3 clusters Score -3.318605e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255893 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -33186038.000000 Penalty: 6178.049316
	Iteration 84Q: 3 clusters Score -3.318604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255921 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -33186052.000000 Penalty: 6178.049316
	Iteration 85Q: 3 clusters Score -3.318605e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255939 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -33186068.000000 Penalty: 6178.049316
	Iteration 86Q: 3 clusters Score -3.318607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255958 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -33186034.000000 Penalty: 6178.049316
	Iteration 87Q: 3 clusters Score -3.318603e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255971 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -33186054.000000 Penalty: 6178.049316
	Iteration 88Q: 3 clusters Score -3.318605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255984 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -33186050.000000 Penalty: 6178.049316
	Iteration 89Q: 3 clusters Score -3.318605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255995 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -33186036.000000 Penalty: 6178.049316
	Iteration 90Q: 3 clusters Score -3.318604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256000 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -33186022.000000 Penalty: 6178.049316
	Iteration 91Q: 3 clusters Score -3.318602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256005 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -33186008.000000 Penalty: 6178.049316
	Iteration 92Q: 3 clusters Score -3.318601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256013 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -33186036.000000 Penalty: 6178.049316
	Iteration 93Q: 3 clusters Score -3.318604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256021 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -33186024.000000 Penalty: 6178.049316
	Iteration 94Q: 3 clusters Score -3.318602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256029 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -33186032.000000 Penalty: 6178.049316
	Iteration 95Q: 3 clusters Score -3.318603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256029 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -33186036.000000 Penalty: 6178.049316
	Iteration 96Q: 3 clusters Score -3.318604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256033 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -33186040.000000 Penalty: 6178.049316
	Iteration 97Q: 3 clusters Score -3.318604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256039 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -33186048.000000 Penalty: 6178.049316
	Iteration 98Q: 3 clusters Score -3.318605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256040 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -33186038.000000 Penalty: 6178.049316
	Iteration 99Q: 3 clusters Score -3.318604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256044 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -33186046.000000 Penalty: 6178.049316
	Iteration 100F: 3 clusters Score -3.318605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256048 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -33186044.000000 Penalty: 6178.049316
	Iteration 101Q: 3 clusters Score -3.318604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256048 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -33186044.000000 Penalty: 6178.049316
	Iteration 102F: 3 clusters Score -3.318604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73800 members 
Entering Unmasked Estep 
Score: -9508640.000000 Penalty: 2779.860352
	Iteration 0F: 2 clusters Score -9508640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -9459050.000000 Penalty: 5559.720703
	Iteration 0F: 3 clusters Score -9459050 nChanged 34617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -9478493.000000 Penalty: 5559.720703
	Iteration 1F: 3 clusters Score -9478493 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -9479258.000000 Penalty: 5559.720703
	Iteration 2Q: 3 clusters Score -9479258 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -9480254.000000 Penalty: 5559.720703
	Iteration 3Q: 3 clusters Score -9480254 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -9481393.000000 Penalty: 5559.720703
	Iteration 4Q: 3 clusters Score -9481393 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -9483236.000000 Penalty: 5559.720703
	Iteration 5Q: 3 clusters Score -9483236 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -9485967.000000 Penalty: 5559.720703
	Iteration 6F: 3 clusters Score -9485967 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -9489962.000000 Penalty: 5559.720703
	Iteration 7F: 3 clusters Score -9489962 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -9494764.000000 Penalty: 5559.720703
	Iteration 8F: 3 clusters Score -9494764 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -9499258.000000 Penalty: 5559.720703
	Iteration 9F: 3 clusters Score -9499258 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68967 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -9502442.000000 Penalty: 5559.720703
	Iteration 10Q: 3 clusters Score -9502442 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -9504404.000000 Penalty: 5559.720703
	Iteration 11Q: 3 clusters Score -9504404 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9505302.000000 Penalty: 5559.720703
	Iteration 12Q: 3 clusters Score -9505302 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9505766.000000 Penalty: 5559.720703
	Iteration 13Q: 3 clusters Score -9505766 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9506074.000000 Penalty: 5559.720703
	Iteration 14Q: 3 clusters Score -9506074 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9506220.000000 Penalty: 5559.720703
	Iteration 15Q: 3 clusters Score -9506220 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9506311.000000 Penalty: 5559.720703
	Iteration 16Q: 3 clusters Score -9506311 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9506366.000000 Penalty: 5559.720703
	Iteration 17Q: 3 clusters Score -9506366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9506407.000000 Penalty: 5559.720703
	Iteration 18Q: 3 clusters Score -9506407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9506433.000000 Penalty: 5559.720703
	Iteration 19Q: 3 clusters Score -9506433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9506440.000000 Penalty: 5559.720703
	Iteration 20F: 3 clusters Score -9506440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9506457.000000 Penalty: 5559.720703
	Iteration 21Q: 3 clusters Score -9506457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9506490.000000 Penalty: 5559.720703
	Iteration 22Q: 3 clusters Score -9506490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73051 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9506492.000000 Penalty: 5559.720703
	Iteration 23Q: 3 clusters Score -9506492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9506504.000000 Penalty: 5559.720703
	Iteration 24Q: 3 clusters Score -9506504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9506507.000000 Penalty: 5559.720703
	Iteration 25Q: 3 clusters Score -9506507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9506508.000000 Penalty: 5559.720703
	Iteration 26Q: 3 clusters Score -9506508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9506518.000000 Penalty: 5559.720703
	Iteration 27Q: 3 clusters Score -9506518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9506513.000000 Penalty: 5559.720703
	Iteration 28Q: 3 clusters Score -9506513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9506513.000000 Penalty: 5559.720703
	Iteration 29Q: 3 clusters Score -9506513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9506521.000000 Penalty: 5559.720703
	Iteration 30Q: 3 clusters Score -9506521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9506530.000000 Penalty: 5559.720703
	Iteration 31Q: 3 clusters Score -9506530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9506537.000000 Penalty: 5559.720703
	Iteration 32Q: 3 clusters Score -9506537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9506537.000000 Penalty: 5559.720703
	Iteration 33Q: 3 clusters Score -9506537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9506542.000000 Penalty: 5559.720703
	Iteration 34Q: 3 clusters Score -9506542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9506544.000000 Penalty: 5559.720703
	Iteration 35Q: 3 clusters Score -9506544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9506547.000000 Penalty: 5559.720703
	Iteration 36Q: 3 clusters Score -9506547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9506549.000000 Penalty: 5559.720703
	Iteration 37Q: 3 clusters Score -9506549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9506549.000000 Penalty: 5559.720703
	Iteration 38Q: 3 clusters Score -9506549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9506552.000000 Penalty: 5559.720703
	Iteration 39Q: 3 clusters Score -9506552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9506555.000000 Penalty: 5559.720703
	Iteration 40F: 3 clusters Score -9506555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9506557.000000 Penalty: 5559.720703
	Iteration 41Q: 3 clusters Score -9506557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9506547.000000 Penalty: 5559.720703
	Iteration 42Q: 3 clusters Score -9506547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9506552.000000 Penalty: 5559.720703
	Iteration 43Q: 3 clusters Score -9506552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9506556.000000 Penalty: 5559.720703
	Iteration 44Q: 3 clusters Score -9506556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9506555.000000 Penalty: 5559.720703
	Iteration 45Q: 3 clusters Score -9506555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9506553.000000 Penalty: 5559.720703
	Iteration 46Q: 3 clusters Score -9506553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9506553.000000 Penalty: 5559.720703
	Iteration 47F: 3 clusters Score -9506553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Entering Unmasked Estep 
Score: -1928638.125000 Penalty: 2389.549805
	Iteration 0F: 2 clusters Score -1928638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1917662.000000 Penalty: 4779.099609
	Iteration 0F: 3 clusters Score -1917662 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1921181.500000 Penalty: 4779.099609
	Iteration 1F: 3 clusters Score -1921182 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1921556.000000 Penalty: 4779.099609
	Iteration 2F: 3 clusters Score -1921556 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1921869.750000 Penalty: 4779.099609
	Iteration 3Q: 3 clusters Score -1921870 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1922196.750000 Penalty: 4779.099609
	Iteration 4Q: 3 clusters Score -1922197 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1922555.625000 Penalty: 4779.099609
	Iteration 5Q: 3 clusters Score -1922556 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1922958.250000 Penalty: 4779.099609
	Iteration 6Q: 3 clusters Score -1922958 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1923488.875000 Penalty: 4779.099609
	Iteration 7F: 3 clusters Score -1923489 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1924036.875000 Penalty: 4779.099609
	Iteration 8F: 3 clusters Score -1924037 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1924587.375000 Penalty: 4779.099609
	Iteration 9F: 3 clusters Score -1924587 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1925071.250000 Penalty: 4779.099609
	Iteration 10Q: 3 clusters Score -1925071 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1925475.500000 Penalty: 4779.099609
	Iteration 11Q: 3 clusters Score -1925476 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1925767.125000 Penalty: 4779.099609
	Iteration 12Q: 3 clusters Score -1925767 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1925940.000000 Penalty: 4779.099609
	Iteration 13Q: 3 clusters Score -1925940 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1926065.875000 Penalty: 4779.099609
	Iteration 14Q: 3 clusters Score -1926066 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1926173.875000 Penalty: 4779.099609
	Iteration 15Q: 3 clusters Score -1926174 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1926232.875000 Penalty: 4779.099609
	Iteration 16Q: 3 clusters Score -1926233 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1926276.500000 Penalty: 4779.099609
	Iteration 17Q: 3 clusters Score -1926276 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1926318.125000 Penalty: 4779.099609
	Iteration 18Q: 3 clusters Score -1926318 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1926358.750000 Penalty: 4779.099609
	Iteration 19Q: 3 clusters Score -1926359 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1926389.000000 Penalty: 4779.099609
	Iteration 20F: 3 clusters Score -1926389 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1926412.000000 Penalty: 4779.099609
	Iteration 21Q: 3 clusters Score -1926412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1926428.500000 Penalty: 4779.099609
	Iteration 22Q: 3 clusters Score -1926428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1926446.000000 Penalty: 4779.099609
	Iteration 23Q: 3 clusters Score -1926446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1926458.875000 Penalty: 4779.099609
	Iteration 24Q: 3 clusters Score -1926459 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1926483.125000 Penalty: 4779.099609
	Iteration 25Q: 3 clusters Score -1926483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1926496.500000 Penalty: 4779.099609
	Iteration 26Q: 3 clusters Score -1926496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1926515.375000 Penalty: 4779.099609
	Iteration 27Q: 3 clusters Score -1926515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1926526.125000 Penalty: 4779.099609
	Iteration 28Q: 3 clusters Score -1926526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1926543.250000 Penalty: 4779.099609
	Iteration 29Q: 3 clusters Score -1926543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1926560.500000 Penalty: 4779.099609
	Iteration 30Q: 3 clusters Score -1926560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1926565.625000 Penalty: 4779.099609
	Iteration 31Q: 3 clusters Score -1926566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1926567.125000 Penalty: 4779.099609
	Iteration 32Q: 3 clusters Score -1926567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1926576.750000 Penalty: 4779.099609
	Iteration 33Q: 3 clusters Score -1926577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1926581.625000 Penalty: 4779.099609
	Iteration 34Q: 3 clusters Score -1926582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1926584.875000 Penalty: 4779.099609
	Iteration 35Q: 3 clusters Score -1926585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1926587.750000 Penalty: 4779.099609
	Iteration 36Q: 3 clusters Score -1926588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1926593.625000 Penalty: 4779.099609
	Iteration 37Q: 3 clusters Score -1926594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1926596.375000 Penalty: 4779.099609
	Iteration 38Q: 3 clusters Score -1926596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1926604.000000 Penalty: 4779.099609
	Iteration 39Q: 3 clusters Score -1926604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1926610.125000 Penalty: 4779.099609
	Iteration 40F: 3 clusters Score -1926610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1926614.375000 Penalty: 4779.099609
	Iteration 41Q: 3 clusters Score -1926614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1926623.875000 Penalty: 4779.099609
	Iteration 42Q: 3 clusters Score -1926624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1926627.375000 Penalty: 4779.099609
	Iteration 43Q: 3 clusters Score -1926627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1926630.875000 Penalty: 4779.099609
	Iteration 44Q: 3 clusters Score -1926631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1926635.125000 Penalty: 4779.099609
	Iteration 45Q: 3 clusters Score -1926635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1926637.375000 Penalty: 4779.099609
	Iteration 46Q: 3 clusters Score -1926637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1926639.000000 Penalty: 4779.099609
	Iteration 47Q: 3 clusters Score -1926639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1926638.500000 Penalty: 4779.099609
	Iteration 48Q: 3 clusters Score -1926638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1926636.875000 Penalty: 4779.099609
	Iteration 49Q: 3 clusters Score -1926637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1926640.875000 Penalty: 4779.099609
	Iteration 50Q: 3 clusters Score -1926641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1926640.875000 Penalty: 4779.099609
	Iteration 51F: 3 clusters Score -1926641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Entering Unmasked Estep 
Score: -6437587.500000 Penalty: 2680.225586
	Iteration 0F: 2 clusters Score -6437588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -6404488.500000 Penalty: 5360.451172
	Iteration 0F: 3 clusters Score -6404488 nChanged 22839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -6416806.500000 Penalty: 5360.451172
	Iteration 1F: 3 clusters Score -6416806 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -6417483.500000 Penalty: 5360.451172
	Iteration 2Q: 3 clusters Score -6417484 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -6418135.000000 Penalty: 5360.451172
	Iteration 3Q: 3 clusters Score -6418135 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -6418912.000000 Penalty: 5360.451172
	Iteration 4Q: 3 clusters Score -6418912 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -6419923.500000 Penalty: 5360.451172
	Iteration 5Q: 3 clusters Score -6419924 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -6421130.500000 Penalty: 5360.451172
	Iteration 6F: 3 clusters Score -6421130 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -6422655.500000 Penalty: 5360.451172
	Iteration 7F: 3 clusters Score -6422656 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -6424377.500000 Penalty: 5360.451172
	Iteration 8F: 3 clusters Score -6424378 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -6426368.500000 Penalty: 5360.451172
	Iteration 9F: 3 clusters Score -6426368 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -6428386.000000 Penalty: 5360.451172
	Iteration 10F: 3 clusters Score -6428386 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -6430316.000000 Penalty: 5360.451172
	Iteration 11F: 3 clusters Score -6430316 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -6431831.500000 Penalty: 5360.451172
	Iteration 12Q: 3 clusters Score -6431832 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -6432963.000000 Penalty: 5360.451172
	Iteration 13Q: 3 clusters Score -6432963 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6433728.500000 Penalty: 5360.451172
	Iteration 14Q: 3 clusters Score -6433728 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6434209.500000 Penalty: 5360.451172
	Iteration 15Q: 3 clusters Score -6434210 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6434543.500000 Penalty: 5360.451172
	Iteration 16Q: 3 clusters Score -6434544 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6434731.000000 Penalty: 5360.451172
	Iteration 17Q: 3 clusters Score -6434731 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6434893.000000 Penalty: 5360.451172
	Iteration 18Q: 3 clusters Score -6434893 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6434970.500000 Penalty: 5360.451172
	Iteration 19Q: 3 clusters Score -6434970 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6435036.500000 Penalty: 5360.451172
	Iteration 20F: 3 clusters Score -6435036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6435137.500000 Penalty: 5360.451172
	Iteration 21Q: 3 clusters Score -6435138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6435163.500000 Penalty: 5360.451172
	Iteration 22Q: 3 clusters Score -6435164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6435217.500000 Penalty: 5360.451172
	Iteration 23Q: 3 clusters Score -6435218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6435239.000000 Penalty: 5360.451172
	Iteration 24Q: 3 clusters Score -6435239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6435252.500000 Penalty: 5360.451172
	Iteration 25Q: 3 clusters Score -6435252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6435271.500000 Penalty: 5360.451172
	Iteration 26Q: 3 clusters Score -6435272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6435283.000000 Penalty: 5360.451172
	Iteration 27Q: 3 clusters Score -6435283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6435296.000000 Penalty: 5360.451172
	Iteration 28Q: 3 clusters Score -6435296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6435299.500000 Penalty: 5360.451172
	Iteration 29Q: 3 clusters Score -6435300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6435298.000000 Penalty: 5360.451172
	Iteration 30Q: 3 clusters Score -6435298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6435301.500000 Penalty: 5360.451172
	Iteration 31Q: 3 clusters Score -6435302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6435310.000000 Penalty: 5360.451172
	Iteration 32Q: 3 clusters Score -6435310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6435317.500000 Penalty: 5360.451172
	Iteration 33Q: 3 clusters Score -6435318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6435317.000000 Penalty: 5360.451172
	Iteration 34Q: 3 clusters Score -6435317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6435321.500000 Penalty: 5360.451172
	Iteration 35Q: 3 clusters Score -6435322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6435329.000000 Penalty: 5360.451172
	Iteration 36Q: 3 clusters Score -6435329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6435326.000000 Penalty: 5360.451172
	Iteration 37Q: 3 clusters Score -6435326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6435326.000000 Penalty: 5360.451172
	Iteration 38F: 3 clusters Score -6435326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -96593.945312 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -96593.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -94782.601562 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -94782.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -95076.093750 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -95076.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95182.992188 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -95182.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95250.984375 Penalty: 3337.992676
	Iteration 3Q: 3 clusters Score -95250.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95321.617188 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -95321.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95386.132812 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -95386.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95474.367188 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -95474.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95574.859375 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -95574.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95700.359375 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -95700.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95947.585938 Penalty: 3337.992676
	Iteration 9F: 3 clusters Score -95947.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96268.078125 Penalty: 3337.992676
	Iteration 10F: 3 clusters Score -96268.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96459.734375 Penalty: 3337.992676
	Iteration 11F: 3 clusters Score -96459.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -96564.000000 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -96564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -96632.710938 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -96632.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -96660.195312 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -96660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -96676.539062 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -96676.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96684.609375 Penalty: 3337.992676
	Iteration 16Q: 3 clusters Score -96684.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -96689.695312 Penalty: 3337.992676
	Iteration 17Q: 3 clusters Score -96689.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -96693.046875 Penalty: 3337.992676
	Iteration 18Q: 3 clusters Score -96693.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -96693.046875 Penalty: 3337.992676
	Iteration 19F: 3 clusters Score -96693.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 20804 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 15599 members 
Mstep: Class 5 contains 145552 members 
Mstep: Class 6 contains 101608 members 
Mstep: Class 7 contains 30331 members 
Mstep: Class 8 contains 167952 members 
Mstep: Class 9 contains 7629 members 
Mstep: Class 10 contains 13845 members 
Mstep: Class 11 contains 45503 members 
Mstep: Class 12 contains 103717 members 
Mstep: Class 13 contains 44581 members 
Mstep: Class 14 contains 256721 members 
Mstep: Class 15 contains 73800 members 
Mstep: Class 16 contains 15295 members 
Mstep: Class 17 contains 49383 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 36380 members 
Mstep: Class 21 contains 4674 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 5148 members 
Mstep: Class 24 contains 10669 members 
Mstep: Class 25 contains 5902 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8054 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 36176 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13764 members 
Mstep: Class 32 contains 2381 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
Score: -157705584.000000 Penalty: 118478.460938
Splitting cluster 18 changes total score from -157707088.000000 to -157705584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (6534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Entering Unmasked Estep 
Score: -795249.187500 Penalty: 2178.624023
	Iteration 0F: 2 clusters Score -795249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -789786.562500 Penalty: 4357.248047
	Iteration 0F: 3 clusters Score -789786.6 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -791190.937500 Penalty: 4357.248047
	Iteration 1F: 3 clusters Score -791190.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -791417.062500 Penalty: 4357.248047
	Iteration 2F: 3 clusters Score -791417.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -791583.562500 Penalty: 4357.248047
	Iteration 3F: 3 clusters Score -791583.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -791714.812500 Penalty: 4357.248047
	Iteration 4Q: 3 clusters Score -791714.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -791824.625000 Penalty: 4357.248047
	Iteration 5Q: 3 clusters Score -791824.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -791922.687500 Penalty: 4357.248047
	Iteration 6Q: 3 clusters Score -791922.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -792031.937500 Penalty: 4357.248047
	Iteration 7Q: 3 clusters Score -792031.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -792140.750000 Penalty: 4357.248047
	Iteration 8Q: 3 clusters Score -792140.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -792266.937500 Penalty: 4357.248047
	Iteration 9Q: 3 clusters Score -792266.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -792391.625000 Penalty: 4357.248047
	Iteration 10Q: 3 clusters Score -792391.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -792523.062500 Penalty: 4357.248047
	Iteration 11Q: 3 clusters Score -792523.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -792641.812500 Penalty: 4357.248047
	Iteration 12Q: 3 clusters Score -792641.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -792745.000000 Penalty: 4357.248047
	Iteration 13Q: 3 clusters Score -792745 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -792830.250000 Penalty: 4357.248047
	Iteration 14Q: 3 clusters Score -792830.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -792923.250000 Penalty: 4357.248047
	Iteration 15Q: 3 clusters Score -792923.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -792986.000000 Penalty: 4357.248047
	Iteration 16Q: 3 clusters Score -792986 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -793074.187500 Penalty: 4357.248047
	Iteration 17Q: 3 clusters Score -793074.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -793143.187500 Penalty: 4357.248047
	Iteration 18Q: 3 clusters Score -793143.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -793189.687500 Penalty: 4357.248047
	Iteration 19Q: 3 clusters Score -793189.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -793236.375000 Penalty: 4357.248047
	Iteration 20F: 3 clusters Score -793236.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -793287.000000 Penalty: 4357.248047
	Iteration 21Q: 3 clusters Score -793287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -793330.437500 Penalty: 4357.248047
	Iteration 22Q: 3 clusters Score -793330.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -793359.687500 Penalty: 4357.248047
	Iteration 23Q: 3 clusters Score -793359.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -793387.562500 Penalty: 4357.248047
	Iteration 24Q: 3 clusters Score -793387.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -793414.687500 Penalty: 4357.248047
	Iteration 25Q: 3 clusters Score -793414.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -793433.812500 Penalty: 4357.248047
	Iteration 26Q: 3 clusters Score -793433.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -793449.437500 Penalty: 4357.248047
	Iteration 27Q: 3 clusters Score -793449.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -793457.125000 Penalty: 4357.248047
	Iteration 28Q: 3 clusters Score -793457.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -793463.687500 Penalty: 4357.248047
	Iteration 29Q: 3 clusters Score -793463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -793467.062500 Penalty: 4357.248047
	Iteration 30Q: 3 clusters Score -793467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -793468.437500 Penalty: 4357.248047
	Iteration 31Q: 3 clusters Score -793468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -793474.562500 Penalty: 4357.248047
	Iteration 32Q: 3 clusters Score -793474.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -793477.250000 Penalty: 4357.248047
	Iteration 33Q: 3 clusters Score -793477.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -793478.625000 Penalty: 4357.248047
	Iteration 34Q: 3 clusters Score -793478.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -793481.000000 Penalty: 4357.248047
	Iteration 35Q: 3 clusters Score -793481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -793481.875000 Penalty: 4357.248047
	Iteration 36Q: 3 clusters Score -793481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -793484.687500 Penalty: 4357.248047
	Iteration 37Q: 3 clusters Score -793484.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -793486.062500 Penalty: 4357.248047
	Iteration 38Q: 3 clusters Score -793486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -793487.437500 Penalty: 4357.248047
	Iteration 39Q: 3 clusters Score -793487.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -793488.437500 Penalty: 4357.248047
	Iteration 40F: 3 clusters Score -793488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -793491.062500 Penalty: 4357.248047
	Iteration 41Q: 3 clusters Score -793491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -793495.312500 Penalty: 4357.248047
	Iteration 42Q: 3 clusters Score -793495.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -793501.687500 Penalty: 4357.248047
	Iteration 43Q: 3 clusters Score -793501.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -793503.562500 Penalty: 4357.248047
	Iteration 44Q: 3 clusters Score -793503.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -793504.687500 Penalty: 4357.248047
	Iteration 45Q: 3 clusters Score -793504.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -793504.687500 Penalty: 4357.248047
	Iteration 46F: 3 clusters Score -793504.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Entering Unmasked Estep 
Score: -4759453.000000 Penalty: 2604.440186
	Iteration 0F: 2 clusters Score -4759453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -4734745.500000 Penalty: 5208.880371
	Iteration 0F: 3 clusters Score -4734746 nChanged 16467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -4743898.500000 Penalty: 5208.880371
	Iteration 1F: 3 clusters Score -4743898 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4744435.500000 Penalty: 5208.880371
	Iteration 2Q: 3 clusters Score -4744436 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4745027.500000 Penalty: 5208.880371
	Iteration 3Q: 3 clusters Score -4745028 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -4745727.500000 Penalty: 5208.880371
	Iteration 4Q: 3 clusters Score -4745728 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -4746550.000000 Penalty: 5208.880371
	Iteration 5F: 3 clusters Score -4746550 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -4747577.000000 Penalty: 5208.880371
	Iteration 6F: 3 clusters Score -4747577 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -4748796.000000 Penalty: 5208.880371
	Iteration 7F: 3 clusters Score -4748796 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -4750228.500000 Penalty: 5208.880371
	Iteration 8F: 3 clusters Score -4750228 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -4751749.500000 Penalty: 5208.880371
	Iteration 9F: 3 clusters Score -4751750 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4753369.000000 Penalty: 5208.880371
	Iteration 10F: 3 clusters Score -4753369 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4754723.000000 Penalty: 5208.880371
	Iteration 11Q: 3 clusters Score -4754723 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4755679.000000 Penalty: 5208.880371
	Iteration 12Q: 3 clusters Score -4755679 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4756290.500000 Penalty: 5208.880371
	Iteration 13Q: 3 clusters Score -4756290 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4756661.500000 Penalty: 5208.880371
	Iteration 14Q: 3 clusters Score -4756662 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4756874.500000 Penalty: 5208.880371
	Iteration 15Q: 3 clusters Score -4756874 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4757004.500000 Penalty: 5208.880371
	Iteration 16Q: 3 clusters Score -4757004 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4757092.000000 Penalty: 5208.880371
	Iteration 17Q: 3 clusters Score -4757092 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4757157.500000 Penalty: 5208.880371
	Iteration 18Q: 3 clusters Score -4757158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4757194.000000 Penalty: 5208.880371
	Iteration 19Q: 3 clusters Score -4757194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4757203.500000 Penalty: 5208.880371
	Iteration 20F: 3 clusters Score -4757204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4757217.500000 Penalty: 5208.880371
	Iteration 21Q: 3 clusters Score -4757218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4757229.000000 Penalty: 5208.880371
	Iteration 22Q: 3 clusters Score -4757229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4757248.500000 Penalty: 5208.880371
	Iteration 23Q: 3 clusters Score -4757248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4757262.500000 Penalty: 5208.880371
	Iteration 24Q: 3 clusters Score -4757262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4757277.500000 Penalty: 5208.880371
	Iteration 25Q: 3 clusters Score -4757278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4757278.500000 Penalty: 5208.880371
	Iteration 26Q: 3 clusters Score -4757278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4757283.000000 Penalty: 5208.880371
	Iteration 27Q: 3 clusters Score -4757283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4757285.000000 Penalty: 5208.880371
	Iteration 28Q: 3 clusters Score -4757285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4757294.500000 Penalty: 5208.880371
	Iteration 29Q: 3 clusters Score -4757294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4757301.000000 Penalty: 5208.880371
	Iteration 30Q: 3 clusters Score -4757301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4757299.500000 Penalty: 5208.880371
	Iteration 31Q: 3 clusters Score -4757300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4757300.500000 Penalty: 5208.880371
	Iteration 32Q: 3 clusters Score -4757300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4757304.000000 Penalty: 5208.880371
	Iteration 33Q: 3 clusters Score -4757304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4757304.500000 Penalty: 5208.880371
	Iteration 34Q: 3 clusters Score -4757304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4757307.000000 Penalty: 5208.880371
	Iteration 35Q: 3 clusters Score -4757307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4757309.000000 Penalty: 5208.880371
	Iteration 36Q: 3 clusters Score -4757309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4757313.500000 Penalty: 5208.880371
	Iteration 37Q: 3 clusters Score -4757314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4757317.000000 Penalty: 5208.880371
	Iteration 38Q: 3 clusters Score -4757317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4757325.000000 Penalty: 5208.880371
	Iteration 39Q: 3 clusters Score -4757325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4757328.500000 Penalty: 5208.880371
	Iteration 40F: 3 clusters Score -4757328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4757335.000000 Penalty: 5208.880371
	Iteration 41Q: 3 clusters Score -4757335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4757335.000000 Penalty: 5208.880371
	Iteration 42Q: 3 clusters Score -4757335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4757337.000000 Penalty: 5208.880371
	Iteration 43Q: 3 clusters Score -4757337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4757338.500000 Penalty: 5208.880371
	Iteration 44Q: 3 clusters Score -4757338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4757336.000000 Penalty: 5208.880371
	Iteration 45Q: 3 clusters Score -4757336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4757339.000000 Penalty: 5208.880371
	Iteration 46Q: 3 clusters Score -4757339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4757342.000000 Penalty: 5208.880371
	Iteration 47Q: 3 clusters Score -4757342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4757342.000000 Penalty: 5208.880371
	Iteration 48Q: 3 clusters Score -4757342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4757347.500000 Penalty: 5208.880371
	Iteration 49Q: 3 clusters Score -4757348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4757345.500000 Penalty: 5208.880371
	Iteration 50Q: 3 clusters Score -4757346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4757345.500000 Penalty: 5208.880371
	Iteration 51F: 3 clusters Score -4757346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Entering Unmasked Estep 
Score: -569008.937500 Penalty: 2095.543213
	Iteration 0F: 2 clusters Score -569008.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -564796.875000 Penalty: 4191.086426
	Iteration 0F: 3 clusters Score -564796.9 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -565983.500000 Penalty: 4191.086426
	Iteration 1F: 3 clusters Score -565983.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -566355.437500 Penalty: 4191.086426
	Iteration 2F: 3 clusters Score -566355.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -566678.937500 Penalty: 4191.086426
	Iteration 3F: 3 clusters Score -566678.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -567019.812500 Penalty: 4191.086426
	Iteration 4F: 3 clusters Score -567019.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -567381.062500 Penalty: 4191.086426
	Iteration 5F: 3 clusters Score -567381.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -567651.812500 Penalty: 4191.086426
	Iteration 6F: 3 clusters Score -567651.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -567774.812500 Penalty: 4191.086426
	Iteration 7Q: 3 clusters Score -567774.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -567848.812500 Penalty: 4191.086426
	Iteration 8Q: 3 clusters Score -567848.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -567895.250000 Penalty: 4191.086426
	Iteration 9Q: 3 clusters Score -567895.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -567925.250000 Penalty: 4191.086426
	Iteration 10Q: 3 clusters Score -567925.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -567945.250000 Penalty: 4191.086426
	Iteration 11Q: 3 clusters Score -567945.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -567960.000000 Penalty: 4191.086426
	Iteration 12Q: 3 clusters Score -567960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -567970.687500 Penalty: 4191.086426
	Iteration 13Q: 3 clusters Score -567970.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -567975.250000 Penalty: 4191.086426
	Iteration 14Q: 3 clusters Score -567975.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -567978.562500 Penalty: 4191.086426
	Iteration 15Q: 3 clusters Score -567978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -567981.312500 Penalty: 4191.086426
	Iteration 16Q: 3 clusters Score -567981.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -567983.000000 Penalty: 4191.086426
	Iteration 17Q: 3 clusters Score -567983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -567984.750000 Penalty: 4191.086426
	Iteration 18Q: 3 clusters Score -567984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -567984.937500 Penalty: 4191.086426
	Iteration 19Q: 3 clusters Score -567984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -567985.875000 Penalty: 4191.086426
	Iteration 20F: 3 clusters Score -567985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -567985.750000 Penalty: 4191.086426
	Iteration 21Q: 3 clusters Score -567985.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -567985.750000 Penalty: 4191.086426
	Iteration 22F: 3 clusters Score -567985.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -745478.562500 Penalty: 2156.527100
	Iteration 0F: 2 clusters Score -745478.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -740314.687500 Penalty: 4313.054199
	Iteration 0F: 3 clusters Score -740314.7 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -741565.187500 Penalty: 4313.054199
	Iteration 1F: 3 clusters Score -741565.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -741790.875000 Penalty: 4313.054199
	Iteration 2F: 3 clusters Score -741790.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -741948.812500 Penalty: 4313.054199
	Iteration 3F: 3 clusters Score -741948.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -742052.437500 Penalty: 4313.054199
	Iteration 4Q: 3 clusters Score -742052.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -742118.250000 Penalty: 4313.054199
	Iteration 5Q: 3 clusters Score -742118.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -742166.312500 Penalty: 4313.054199
	Iteration 6Q: 3 clusters Score -742166.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -742209.875000 Penalty: 4313.054199
	Iteration 7Q: 3 clusters Score -742209.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -742245.625000 Penalty: 4313.054199
	Iteration 8Q: 3 clusters Score -742245.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -742277.375000 Penalty: 4313.054199
	Iteration 9Q: 3 clusters Score -742277.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -742305.562500 Penalty: 4313.054199
	Iteration 10Q: 3 clusters Score -742305.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -742333.812500 Penalty: 4313.054199
	Iteration 11Q: 3 clusters Score -742333.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -742363.750000 Penalty: 4313.054199
	Iteration 12Q: 3 clusters Score -742363.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -742402.187500 Penalty: 4313.054199
	Iteration 13Q: 3 clusters Score -742402.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -742441.500000 Penalty: 4313.054199
	Iteration 14Q: 3 clusters Score -742441.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -742481.625000 Penalty: 4313.054199
	Iteration 15Q: 3 clusters Score -742481.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -742523.812500 Penalty: 4313.054199
	Iteration 16Q: 3 clusters Score -742523.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -742573.937500 Penalty: 4313.054199
	Iteration 17Q: 3 clusters Score -742573.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -742628.625000 Penalty: 4313.054199
	Iteration 18Q: 3 clusters Score -742628.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -742676.125000 Penalty: 4313.054199
	Iteration 19Q: 3 clusters Score -742676.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -742725.437500 Penalty: 4313.054199
	Iteration 20F: 3 clusters Score -742725.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -742769.312500 Penalty: 4313.054199
	Iteration 21Q: 3 clusters Score -742769.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -742823.750000 Penalty: 4313.054199
	Iteration 22Q: 3 clusters Score -742823.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -742869.250000 Penalty: 4313.054199
	Iteration 23Q: 3 clusters Score -742869.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -742906.062500 Penalty: 4313.054199
	Iteration 24Q: 3 clusters Score -742906.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -742948.937500 Penalty: 4313.054199
	Iteration 25Q: 3 clusters Score -742948.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -742995.187500 Penalty: 4313.054199
	Iteration 26Q: 3 clusters Score -742995.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -743032.250000 Penalty: 4313.054199
	Iteration 27Q: 3 clusters Score -743032.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -743080.000000 Penalty: 4313.054199
	Iteration 28Q: 3 clusters Score -743080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -743118.062500 Penalty: 4313.054199
	Iteration 29Q: 3 clusters Score -743118.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -743152.187500 Penalty: 4313.054199
	Iteration 30Q: 3 clusters Score -743152.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -743174.312500 Penalty: 4313.054199
	Iteration 31Q: 3 clusters Score -743174.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -743204.812500 Penalty: 4313.054199
	Iteration 32Q: 3 clusters Score -743204.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -743226.000000 Penalty: 4313.054199
	Iteration 33Q: 3 clusters Score -743226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -743245.812500 Penalty: 4313.054199
	Iteration 34Q: 3 clusters Score -743245.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -743272.437500 Penalty: 4313.054199
	Iteration 35Q: 3 clusters Score -743272.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -743295.312500 Penalty: 4313.054199
	Iteration 36Q: 3 clusters Score -743295.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -743314.500000 Penalty: 4313.054199
	Iteration 37Q: 3 clusters Score -743314.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -743332.812500 Penalty: 4313.054199
	Iteration 38Q: 3 clusters Score -743332.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -743343.562500 Penalty: 4313.054199
	Iteration 39Q: 3 clusters Score -743343.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -743361.062500 Penalty: 4313.054199
	Iteration 40F: 3 clusters Score -743361.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -743380.062500 Penalty: 4313.054199
	Iteration 41Q: 3 clusters Score -743380.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -743390.250000 Penalty: 4313.054199
	Iteration 42Q: 3 clusters Score -743390.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -743399.500000 Penalty: 4313.054199
	Iteration 43Q: 3 clusters Score -743399.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -743411.250000 Penalty: 4313.054199
	Iteration 44Q: 3 clusters Score -743411.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -743418.125000 Penalty: 4313.054199
	Iteration 45Q: 3 clusters Score -743418.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -743425.812500 Penalty: 4313.054199
	Iteration 46Q: 3 clusters Score -743425.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -743433.187500 Penalty: 4313.054199
	Iteration 47Q: 3 clusters Score -743433.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -743437.750000 Penalty: 4313.054199
	Iteration 48Q: 3 clusters Score -743437.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -743442.250000 Penalty: 4313.054199
	Iteration 49Q: 3 clusters Score -743442.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -743446.062500 Penalty: 4313.054199
	Iteration 50Q: 3 clusters Score -743446.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -743449.000000 Penalty: 4313.054199
	Iteration 51Q: 3 clusters Score -743449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -743456.062500 Penalty: 4313.054199
	Iteration 52Q: 3 clusters Score -743456.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -743463.125000 Penalty: 4313.054199
	Iteration 53Q: 3 clusters Score -743463.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -743470.687500 Penalty: 4313.054199
	Iteration 54Q: 3 clusters Score -743470.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -743476.625000 Penalty: 4313.054199
	Iteration 55Q: 3 clusters Score -743476.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -743483.875000 Penalty: 4313.054199
	Iteration 56Q: 3 clusters Score -743483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -743491.375000 Penalty: 4313.054199
	Iteration 57Q: 3 clusters Score -743491.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -743495.250000 Penalty: 4313.054199
	Iteration 58Q: 3 clusters Score -743495.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -743499.250000 Penalty: 4313.054199
	Iteration 59Q: 3 clusters Score -743499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -743500.937500 Penalty: 4313.054199
	Iteration 60F: 3 clusters Score -743500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -743500.875000 Penalty: 4313.054199
	Iteration 61Q: 3 clusters Score -743500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -743500.500000 Penalty: 4313.054199
	Iteration 62Q: 3 clusters Score -743500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -743500.500000 Penalty: 4313.054199
	Iteration 63F: 3 clusters Score -743500.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Entering Unmasked Estep 
Score: -619016.125000 Penalty: 2119.498291
	Iteration 0F: 2 clusters Score -619016.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -614409.000000 Penalty: 4238.996582
	Iteration 0F: 3 clusters Score -614409 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -615489.187500 Penalty: 4238.996582
	Iteration 1F: 3 clusters Score -615489.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -615776.937500 Penalty: 4238.996582
	Iteration 2F: 3 clusters Score -615776.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -616017.687500 Penalty: 4238.996582
	Iteration 3F: 3 clusters Score -616017.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -616256.125000 Penalty: 4238.996582
	Iteration 4Q: 3 clusters Score -616256.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -616491.625000 Penalty: 4238.996582
	Iteration 5F: 3 clusters Score -616491.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -616693.812500 Penalty: 4238.996582
	Iteration 6Q: 3 clusters Score -616693.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -616878.812500 Penalty: 4238.996582
	Iteration 7Q: 3 clusters Score -616878.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -617059.500000 Penalty: 4238.996582
	Iteration 8Q: 3 clusters Score -617059.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -617214.000000 Penalty: 4238.996582
	Iteration 9Q: 3 clusters Score -617214 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -617355.062500 Penalty: 4238.996582
	Iteration 10Q: 3 clusters Score -617355.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -617484.875000 Penalty: 4238.996582
	Iteration 11Q: 3 clusters Score -617484.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -617574.312500 Penalty: 4238.996582
	Iteration 12Q: 3 clusters Score -617574.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -617637.625000 Penalty: 4238.996582
	Iteration 13Q: 3 clusters Score -617637.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -617694.625000 Penalty: 4238.996582
	Iteration 14Q: 3 clusters Score -617694.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -617728.687500 Penalty: 4238.996582
	Iteration 15Q: 3 clusters Score -617728.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -617747.750000 Penalty: 4238.996582
	Iteration 16Q: 3 clusters Score -617747.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -617764.875000 Penalty: 4238.996582
	Iteration 17Q: 3 clusters Score -617764.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -617788.812500 Penalty: 4238.996582
	Iteration 18Q: 3 clusters Score -617788.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -617808.000000 Penalty: 4238.996582
	Iteration 19Q: 3 clusters Score -617808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -617828.187500 Penalty: 4238.996582
	Iteration 20F: 3 clusters Score -617828.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -617846.687500 Penalty: 4238.996582
	Iteration 21Q: 3 clusters Score -617846.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -617863.500000 Penalty: 4238.996582
	Iteration 22Q: 3 clusters Score -617863.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -617874.500000 Penalty: 4238.996582
	Iteration 23Q: 3 clusters Score -617874.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -617890.750000 Penalty: 4238.996582
	Iteration 24Q: 3 clusters Score -617890.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -617907.375000 Penalty: 4238.996582
	Iteration 25Q: 3 clusters Score -617907.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -617919.812500 Penalty: 4238.996582
	Iteration 26Q: 3 clusters Score -617919.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -617932.875000 Penalty: 4238.996582
	Iteration 27Q: 3 clusters Score -617932.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -617939.125000 Penalty: 4238.996582
	Iteration 28Q: 3 clusters Score -617939.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -617942.500000 Penalty: 4238.996582
	Iteration 29Q: 3 clusters Score -617942.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -617948.375000 Penalty: 4238.996582
	Iteration 30Q: 3 clusters Score -617948.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -617952.375000 Penalty: 4238.996582
	Iteration 31Q: 3 clusters Score -617952.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -617956.875000 Penalty: 4238.996582
	Iteration 32Q: 3 clusters Score -617956.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -617961.625000 Penalty: 4238.996582
	Iteration 33Q: 3 clusters Score -617961.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -617965.812500 Penalty: 4238.996582
	Iteration 34Q: 3 clusters Score -617965.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -617971.062500 Penalty: 4238.996582
	Iteration 35Q: 3 clusters Score -617971.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -617971.937500 Penalty: 4238.996582
	Iteration 36Q: 3 clusters Score -617971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -617973.250000 Penalty: 4238.996582
	Iteration 37Q: 3 clusters Score -617973.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -617975.937500 Penalty: 4238.996582
	Iteration 38Q: 3 clusters Score -617975.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -617980.062500 Penalty: 4238.996582
	Iteration 39Q: 3 clusters Score -617980.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -617981.625000 Penalty: 4238.996582
	Iteration 40F: 3 clusters Score -617981.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -617981.875000 Penalty: 4238.996582
	Iteration 41Q: 3 clusters Score -617981.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -617983.000000 Penalty: 4238.996582
	Iteration 42Q: 3 clusters Score -617983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -617982.625000 Penalty: 4238.996582
	Iteration 43Q: 3 clusters Score -617982.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -617982.625000 Penalty: 4238.996582
	Iteration 44F: 3 clusters Score -617982.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Entering Unmasked Estep 
Score: -1334874.750000 Penalty: 2300.224365
	Iteration 0F: 2 clusters Score -1334875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1326747.625000 Penalty: 4600.448730
	Iteration 0F: 3 clusters Score -1326748 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1329038.125000 Penalty: 4600.448730
	Iteration 1F: 3 clusters Score -1329038 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1329340.125000 Penalty: 4600.448730
	Iteration 2F: 3 clusters Score -1329340 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1329568.250000 Penalty: 4600.448730
	Iteration 3Q: 3 clusters Score -1329568 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1329755.375000 Penalty: 4600.448730
	Iteration 4Q: 3 clusters Score -1329755 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1329934.750000 Penalty: 4600.448730
	Iteration 5Q: 3 clusters Score -1329935 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1330085.750000 Penalty: 4600.448730
	Iteration 6Q: 3 clusters Score -1330086 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1330248.500000 Penalty: 4600.448730
	Iteration 7Q: 3 clusters Score -1330248 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1330411.500000 Penalty: 4600.448730
	Iteration 8Q: 3 clusters Score -1330412 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1330608.500000 Penalty: 4600.448730
	Iteration 9Q: 3 clusters Score -1330608 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1330841.000000 Penalty: 4600.448730
	Iteration 10Q: 3 clusters Score -1330841 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1331069.000000 Penalty: 4600.448730
	Iteration 11Q: 3 clusters Score -1331069 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1331308.500000 Penalty: 4600.448730
	Iteration 12Q: 3 clusters Score -1331308 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1331543.250000 Penalty: 4600.448730
	Iteration 13Q: 3 clusters Score -1331543 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1331765.500000 Penalty: 4600.448730
	Iteration 14Q: 3 clusters Score -1331766 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1331960.125000 Penalty: 4600.448730
	Iteration 15Q: 3 clusters Score -1331960 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1332157.625000 Penalty: 4600.448730
	Iteration 16Q: 3 clusters Score -1332158 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1332356.250000 Penalty: 4600.448730
	Iteration 17Q: 3 clusters Score -1332356 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1332491.125000 Penalty: 4600.448730
	Iteration 18Q: 3 clusters Score -1332491 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1332586.125000 Penalty: 4600.448730
	Iteration 19Q: 3 clusters Score -1332586 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1332669.000000 Penalty: 4600.448730
	Iteration 20F: 3 clusters Score -1332669 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1332739.000000 Penalty: 4600.448730
	Iteration 21Q: 3 clusters Score -1332739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1332797.500000 Penalty: 4600.448730
	Iteration 22Q: 3 clusters Score -1332798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1332831.250000 Penalty: 4600.448730
	Iteration 23Q: 3 clusters Score -1332831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1332861.375000 Penalty: 4600.448730
	Iteration 24Q: 3 clusters Score -1332861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1332879.250000 Penalty: 4600.448730
	Iteration 25Q: 3 clusters Score -1332879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1332888.125000 Penalty: 4600.448730
	Iteration 26Q: 3 clusters Score -1332888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1332902.500000 Penalty: 4600.448730
	Iteration 27Q: 3 clusters Score -1332902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1332909.750000 Penalty: 4600.448730
	Iteration 28Q: 3 clusters Score -1332910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1332917.250000 Penalty: 4600.448730
	Iteration 29Q: 3 clusters Score -1332917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1332926.375000 Penalty: 4600.448730
	Iteration 30Q: 3 clusters Score -1332926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1332933.750000 Penalty: 4600.448730
	Iteration 31Q: 3 clusters Score -1332934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1332938.500000 Penalty: 4600.448730
	Iteration 32Q: 3 clusters Score -1332938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1332943.625000 Penalty: 4600.448730
	Iteration 33Q: 3 clusters Score -1332944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1332945.125000 Penalty: 4600.448730
	Iteration 34Q: 3 clusters Score -1332945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1332947.500000 Penalty: 4600.448730
	Iteration 35Q: 3 clusters Score -1332948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1332948.875000 Penalty: 4600.448730
	Iteration 36Q: 3 clusters Score -1332949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1332950.750000 Penalty: 4600.448730
	Iteration 37Q: 3 clusters Score -1332951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1332950.875000 Penalty: 4600.448730
	Iteration 38Q: 3 clusters Score -1332951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1332950.875000 Penalty: 4600.448730
	Iteration 39F: 3 clusters Score -1332951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Entering Unmasked Estep 
Score: -721531.250000 Penalty: 2153.395508
	Iteration 0F: 2 clusters Score -721531.2 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 2918 members 
Entering Unmasked Estep 
Score: -716472.562500 Penalty: 4306.791016
	Iteration 0F: 3 clusters Score -716472.6 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -717691.687500 Penalty: 4306.791016
	Iteration 1F: 3 clusters Score -717691.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -717933.250000 Penalty: 4306.791016
	Iteration 2F: 3 clusters Score -717933.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -718093.062500 Penalty: 4306.791016
	Iteration 3F: 3 clusters Score -718093.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -718191.812500 Penalty: 4306.791016
	Iteration 4Q: 3 clusters Score -718191.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -718272.812500 Penalty: 4306.791016
	Iteration 5Q: 3 clusters Score -718272.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -718340.187500 Penalty: 4306.791016
	Iteration 6Q: 3 clusters Score -718340.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -718399.062500 Penalty: 4306.791016
	Iteration 7Q: 3 clusters Score -718399.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -718453.125000 Penalty: 4306.791016
	Iteration 8Q: 3 clusters Score -718453.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -718493.562500 Penalty: 4306.791016
	Iteration 9Q: 3 clusters Score -718493.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -718532.312500 Penalty: 4306.791016
	Iteration 10Q: 3 clusters Score -718532.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -718568.687500 Penalty: 4306.791016
	Iteration 11Q: 3 clusters Score -718568.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -718601.250000 Penalty: 4306.791016
	Iteration 12Q: 3 clusters Score -718601.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -718630.812500 Penalty: 4306.791016
	Iteration 13Q: 3 clusters Score -718630.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -718655.250000 Penalty: 4306.791016
	Iteration 14Q: 3 clusters Score -718655.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -718671.125000 Penalty: 4306.791016
	Iteration 15Q: 3 clusters Score -718671.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -718690.562500 Penalty: 4306.791016
	Iteration 16Q: 3 clusters Score -718690.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -718707.437500 Penalty: 4306.791016
	Iteration 17Q: 3 clusters Score -718707.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -718726.812500 Penalty: 4306.791016
	Iteration 18Q: 3 clusters Score -718726.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -718746.562500 Penalty: 4306.791016
	Iteration 19Q: 3 clusters Score -718746.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -718768.812500 Penalty: 4306.791016
	Iteration 20F: 3 clusters Score -718768.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -718789.437500 Penalty: 4306.791016
	Iteration 21Q: 3 clusters Score -718789.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -718815.812500 Penalty: 4306.791016
	Iteration 22Q: 3 clusters Score -718815.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -718838.500000 Penalty: 4306.791016
	Iteration 23Q: 3 clusters Score -718838.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -718860.125000 Penalty: 4306.791016
	Iteration 24Q: 3 clusters Score -718860.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -718877.750000 Penalty: 4306.791016
	Iteration 25Q: 3 clusters Score -718877.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -718894.250000 Penalty: 4306.791016
	Iteration 26Q: 3 clusters Score -718894.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -718907.750000 Penalty: 4306.791016
	Iteration 27Q: 3 clusters Score -718907.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -718925.000000 Penalty: 4306.791016
	Iteration 28Q: 3 clusters Score -718925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -718937.312500 Penalty: 4306.791016
	Iteration 29Q: 3 clusters Score -718937.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -718948.187500 Penalty: 4306.791016
	Iteration 30Q: 3 clusters Score -718948.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -718959.187500 Penalty: 4306.791016
	Iteration 31Q: 3 clusters Score -718959.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -718975.500000 Penalty: 4306.791016
	Iteration 32Q: 3 clusters Score -718975.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -718997.125000 Penalty: 4306.791016
	Iteration 33Q: 3 clusters Score -718997.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -719020.562500 Penalty: 4306.791016
	Iteration 34Q: 3 clusters Score -719020.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -719037.750000 Penalty: 4306.791016
	Iteration 35Q: 3 clusters Score -719037.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -719052.187500 Penalty: 4306.791016
	Iteration 36Q: 3 clusters Score -719052.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -719066.312500 Penalty: 4306.791016
	Iteration 37Q: 3 clusters Score -719066.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -719082.125000 Penalty: 4306.791016
	Iteration 38Q: 3 clusters Score -719082.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -719097.875000 Penalty: 4306.791016
	Iteration 39Q: 3 clusters Score -719097.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -719111.187500 Penalty: 4306.791016
	Iteration 40F: 3 clusters Score -719111.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -719123.000000 Penalty: 4306.791016
	Iteration 41Q: 3 clusters Score -719123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -719138.750000 Penalty: 4306.791016
	Iteration 42Q: 3 clusters Score -719138.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -719153.187500 Penalty: 4306.791016
	Iteration 43Q: 3 clusters Score -719153.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -719168.375000 Penalty: 4306.791016
	Iteration 44Q: 3 clusters Score -719168.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -719181.187500 Penalty: 4306.791016
	Iteration 45Q: 3 clusters Score -719181.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -719196.250000 Penalty: 4306.791016
	Iteration 46Q: 3 clusters Score -719196.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -719206.312500 Penalty: 4306.791016
	Iteration 47Q: 3 clusters Score -719206.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -719214.250000 Penalty: 4306.791016
	Iteration 48Q: 3 clusters Score -719214.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -719224.125000 Penalty: 4306.791016
	Iteration 49Q: 3 clusters Score -719224.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -719235.312500 Penalty: 4306.791016
	Iteration 50Q: 3 clusters Score -719235.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -719245.125000 Penalty: 4306.791016
	Iteration 51Q: 3 clusters Score -719245.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -719254.562500 Penalty: 4306.791016
	Iteration 52Q: 3 clusters Score -719254.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -719268.750000 Penalty: 4306.791016
	Iteration 53Q: 3 clusters Score -719268.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -719278.875000 Penalty: 4306.791016
	Iteration 54Q: 3 clusters Score -719278.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -719295.500000 Penalty: 4306.791016
	Iteration 55Q: 3 clusters Score -719295.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -719311.312500 Penalty: 4306.791016
	Iteration 56Q: 3 clusters Score -719311.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -719321.875000 Penalty: 4306.791016
	Iteration 57Q: 3 clusters Score -719321.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -719333.000000 Penalty: 4306.791016
	Iteration 58Q: 3 clusters Score -719333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -719342.625000 Penalty: 4306.791016
	Iteration 59Q: 3 clusters Score -719342.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -719353.875000 Penalty: 4306.791016
	Iteration 60F: 3 clusters Score -719353.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -719369.812500 Penalty: 4306.791016
	Iteration 61Q: 3 clusters Score -719369.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -719379.062500 Penalty: 4306.791016
	Iteration 62Q: 3 clusters Score -719379.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -719398.500000 Penalty: 4306.791016
	Iteration 63Q: 3 clusters Score -719398.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -719410.000000 Penalty: 4306.791016
	Iteration 64Q: 3 clusters Score -719410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -719422.625000 Penalty: 4306.791016
	Iteration 65Q: 3 clusters Score -719422.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -719441.812500 Penalty: 4306.791016
	Iteration 66Q: 3 clusters Score -719441.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -719456.687500 Penalty: 4306.791016
	Iteration 67Q: 3 clusters Score -719456.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -719469.437500 Penalty: 4306.791016
	Iteration 68Q: 3 clusters Score -719469.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -719483.125000 Penalty: 4306.791016
	Iteration 69Q: 3 clusters Score -719483.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -719497.875000 Penalty: 4306.791016
	Iteration 70Q: 3 clusters Score -719497.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -719508.187500 Penalty: 4306.791016
	Iteration 71Q: 3 clusters Score -719508.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -719521.000000 Penalty: 4306.791016
	Iteration 72Q: 3 clusters Score -719521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -719536.625000 Penalty: 4306.791016
	Iteration 73Q: 3 clusters Score -719536.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -719550.687500 Penalty: 4306.791016
	Iteration 74Q: 3 clusters Score -719550.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -719564.000000 Penalty: 4306.791016
	Iteration 75Q: 3 clusters Score -719564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -719577.125000 Penalty: 4306.791016
	Iteration 76Q: 3 clusters Score -719577.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -719593.875000 Penalty: 4306.791016
	Iteration 77Q: 3 clusters Score -719593.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -719604.000000 Penalty: 4306.791016
	Iteration 78Q: 3 clusters Score -719604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -719614.437500 Penalty: 4306.791016
	Iteration 79Q: 3 clusters Score -719614.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -719620.687500 Penalty: 4306.791016
	Iteration 80F: 3 clusters Score -719620.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -719624.937500 Penalty: 4306.791016
	Iteration 81Q: 3 clusters Score -719624.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -719631.375000 Penalty: 4306.791016
	Iteration 82Q: 3 clusters Score -719631.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -719635.687500 Penalty: 4306.791016
	Iteration 83Q: 3 clusters Score -719635.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -719639.562500 Penalty: 4306.791016
	Iteration 84Q: 3 clusters Score -719639.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -719642.625000 Penalty: 4306.791016
	Iteration 85Q: 3 clusters Score -719642.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -719642.937500 Penalty: 4306.791016
	Iteration 86Q: 3 clusters Score -719642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -719645.875000 Penalty: 4306.791016
	Iteration 87Q: 3 clusters Score -719645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -719647.000000 Penalty: 4306.791016
	Iteration 88Q: 3 clusters Score -719647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -719646.875000 Penalty: 4306.791016
	Iteration 89Q: 3 clusters Score -719646.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -719646.875000 Penalty: 4306.791016
	Iteration 90F: 3 clusters Score -719646.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -86299.679688 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -86299.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84573.445312 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -84573.45 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84777.687500 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -84777.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84815.796875 Penalty: 3267.424805
	Iteration 2Q: 3 clusters Score -84815.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84838.328125 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -84838.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84869.101562 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -84869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84882.390625 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -84882.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84886.695312 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -84886.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84888.796875 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -84888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84901.421875 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -84901.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84902.640625 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -84902.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84903.179688 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -84903.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84907.734375 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -84907.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84910.609375 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -84910.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84912.453125 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -84912.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84916.515625 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -84916.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84917.460938 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -84917.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84918.773438 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -84918.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84921.281250 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -84921.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84921.281250 Penalty: 3267.424805
	Iteration 18F: 3 clusters Score -84921.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Entering Unmasked Estep 
Score: -916226.312500 Penalty: 2230.493164
	Iteration 0F: 2 clusters Score -916226.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -909815.312500 Penalty: 4460.986328
	Iteration 0F: 3 clusters Score -909815.3 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -911791.250000 Penalty: 4460.986328
	Iteration 1F: 3 clusters Score -911791.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -912426.187500 Penalty: 4460.986328
	Iteration 2F: 3 clusters Score -912426.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -913068.500000 Penalty: 4460.986328
	Iteration 3F: 3 clusters Score -913068.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -913601.000000 Penalty: 4460.986328
	Iteration 4F: 3 clusters Score -913601 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -914044.687500 Penalty: 4460.986328
	Iteration 5F: 3 clusters Score -914044.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -914371.000000 Penalty: 4460.986328
	Iteration 6F: 3 clusters Score -914371 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -914584.000000 Penalty: 4460.986328
	Iteration 7Q: 3 clusters Score -914584 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -914727.187500 Penalty: 4460.986328
	Iteration 8Q: 3 clusters Score -914727.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -914829.500000 Penalty: 4460.986328
	Iteration 9Q: 3 clusters Score -914829.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -914911.437500 Penalty: 4460.986328
	Iteration 10Q: 3 clusters Score -914911.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -914972.375000 Penalty: 4460.986328
	Iteration 11Q: 3 clusters Score -914972.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -915046.437500 Penalty: 4460.986328
	Iteration 12Q: 3 clusters Score -915046.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -915110.937500 Penalty: 4460.986328
	Iteration 13Q: 3 clusters Score -915110.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -915161.500000 Penalty: 4460.986328
	Iteration 14Q: 3 clusters Score -915161.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -915207.875000 Penalty: 4460.986328
	Iteration 15Q: 3 clusters Score -915207.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -915254.750000 Penalty: 4460.986328
	Iteration 16Q: 3 clusters Score -915254.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -915294.937500 Penalty: 4460.986328
	Iteration 17Q: 3 clusters Score -915294.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -915325.250000 Penalty: 4460.986328
	Iteration 18Q: 3 clusters Score -915325.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -915356.250000 Penalty: 4460.986328
	Iteration 19Q: 3 clusters Score -915356.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -915381.125000 Penalty: 4460.986328
	Iteration 20F: 3 clusters Score -915381.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -915395.312500 Penalty: 4460.986328
	Iteration 21Q: 3 clusters Score -915395.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -915408.500000 Penalty: 4460.986328
	Iteration 22Q: 3 clusters Score -915408.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -915424.062500 Penalty: 4460.986328
	Iteration 23Q: 3 clusters Score -915424.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -915437.500000 Penalty: 4460.986328
	Iteration 24Q: 3 clusters Score -915437.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -915450.562500 Penalty: 4460.986328
	Iteration 25Q: 3 clusters Score -915450.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -915462.125000 Penalty: 4460.986328
	Iteration 26Q: 3 clusters Score -915462.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -915470.062500 Penalty: 4460.986328
	Iteration 27Q: 3 clusters Score -915470.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -915481.937500 Penalty: 4460.986328
	Iteration 28Q: 3 clusters Score -915481.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -915486.750000 Penalty: 4460.986328
	Iteration 29Q: 3 clusters Score -915486.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -915492.250000 Penalty: 4460.986328
	Iteration 30Q: 3 clusters Score -915492.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -915497.062500 Penalty: 4460.986328
	Iteration 31Q: 3 clusters Score -915497.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -915502.375000 Penalty: 4460.986328
	Iteration 32Q: 3 clusters Score -915502.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -915508.250000 Penalty: 4460.986328
	Iteration 33Q: 3 clusters Score -915508.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -915513.687500 Penalty: 4460.986328
	Iteration 34Q: 3 clusters Score -915513.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -915520.437500 Penalty: 4460.986328
	Iteration 35Q: 3 clusters Score -915520.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -915522.312500 Penalty: 4460.986328
	Iteration 36Q: 3 clusters Score -915522.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -915530.625000 Penalty: 4460.986328
	Iteration 37Q: 3 clusters Score -915530.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -915533.937500 Penalty: 4460.986328
	Iteration 38Q: 3 clusters Score -915533.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -915539.937500 Penalty: 4460.986328
	Iteration 39Q: 3 clusters Score -915539.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -915546.750000 Penalty: 4460.986328
	Iteration 40F: 3 clusters Score -915546.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -915549.062500 Penalty: 4460.986328
	Iteration 41Q: 3 clusters Score -915549.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -915550.875000 Penalty: 4460.986328
	Iteration 42Q: 3 clusters Score -915550.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -915553.625000 Penalty: 4460.986328
	Iteration 43Q: 3 clusters Score -915553.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -915557.562500 Penalty: 4460.986328
	Iteration 44Q: 3 clusters Score -915557.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -915560.937500 Penalty: 4460.986328
	Iteration 45Q: 3 clusters Score -915560.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -915562.375000 Penalty: 4460.986328
	Iteration 46Q: 3 clusters Score -915562.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -915563.562500 Penalty: 4460.986328
	Iteration 47Q: 3 clusters Score -915563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -915563.812500 Penalty: 4460.986328
	Iteration 48Q: 3 clusters Score -915563.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -915565.937500 Penalty: 4460.986328
	Iteration 49Q: 3 clusters Score -915565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -915566.125000 Penalty: 4460.986328
	Iteration 50Q: 3 clusters Score -915566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -915566.125000 Penalty: 4460.986328
	Iteration 51F: 3 clusters Score -915566.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Entering Unmasked Estep 
Score: -710747.562500 Penalty: 2141.165283
	Iteration 0F: 2 clusters Score -710747.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -705809.187500 Penalty: 4282.330566
	Iteration 0F: 3 clusters Score -705809.2 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -706982.312500 Penalty: 4282.330566
	Iteration 1F: 3 clusters Score -706982.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -707242.125000 Penalty: 4282.330566
	Iteration 2F: 3 clusters Score -707242.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -707441.250000 Penalty: 4282.330566
	Iteration 3F: 3 clusters Score -707441.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -707637.687500 Penalty: 4282.330566
	Iteration 4Q: 3 clusters Score -707637.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -707845.187500 Penalty: 4282.330566
	Iteration 5F: 3 clusters Score -707845.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -708020.062500 Penalty: 4282.330566
	Iteration 6Q: 3 clusters Score -708020.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -708154.500000 Penalty: 4282.330566
	Iteration 7Q: 3 clusters Score -708154.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -708263.750000 Penalty: 4282.330566
	Iteration 8Q: 3 clusters Score -708263.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -708348.125000 Penalty: 4282.330566
	Iteration 9Q: 3 clusters Score -708348.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -708398.250000 Penalty: 4282.330566
	Iteration 10Q: 3 clusters Score -708398.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -708450.250000 Penalty: 4282.330566
	Iteration 11Q: 3 clusters Score -708450.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -708486.812500 Penalty: 4282.330566
	Iteration 12Q: 3 clusters Score -708486.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -708523.250000 Penalty: 4282.330566
	Iteration 13Q: 3 clusters Score -708523.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -708544.875000 Penalty: 4282.330566
	Iteration 14Q: 3 clusters Score -708544.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -708558.812500 Penalty: 4282.330566
	Iteration 15Q: 3 clusters Score -708558.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -708569.562500 Penalty: 4282.330566
	Iteration 16Q: 3 clusters Score -708569.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -708576.812500 Penalty: 4282.330566
	Iteration 17Q: 3 clusters Score -708576.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -708581.437500 Penalty: 4282.330566
	Iteration 18Q: 3 clusters Score -708581.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -708587.125000 Penalty: 4282.330566
	Iteration 19Q: 3 clusters Score -708587.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -708592.000000 Penalty: 4282.330566
	Iteration 20F: 3 clusters Score -708592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -708595.000000 Penalty: 4282.330566
	Iteration 21Q: 3 clusters Score -708595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -708595.562500 Penalty: 4282.330566
	Iteration 22Q: 3 clusters Score -708595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -708597.062500 Penalty: 4282.330566
	Iteration 23Q: 3 clusters Score -708597.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -708599.125000 Penalty: 4282.330566
	Iteration 24Q: 3 clusters Score -708599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -708599.937500 Penalty: 4282.330566
	Iteration 25Q: 3 clusters Score -708599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -708599.062500 Penalty: 4282.330566
	Iteration 26Q: 3 clusters Score -708599.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -708599.062500 Penalty: 4282.330566
	Iteration 27F: 3 clusters Score -708599.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (36176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Entering Unmasked Estep 
Score: -4589745.000000 Penalty: 2603.045410
	Iteration 0F: 2 clusters Score -4589745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4565229.000000 Penalty: 5206.090820
	Iteration 0F: 3 clusters Score -4565229 nChanged 16480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -4574154.000000 Penalty: 5206.090820
	Iteration 1F: 3 clusters Score -4574154 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4574833.500000 Penalty: 5206.090820
	Iteration 2Q: 3 clusters Score -4574834 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -4575785.000000 Penalty: 5206.090820
	Iteration 3F: 3 clusters Score -4575785 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4577261.000000 Penalty: 5206.090820
	Iteration 4F: 3 clusters Score -4577261 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -4579365.000000 Penalty: 5206.090820
	Iteration 5F: 3 clusters Score -4579365 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -4581605.500000 Penalty: 5206.090820
	Iteration 6F: 3 clusters Score -4581606 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -4583494.000000 Penalty: 5206.090820
	Iteration 7F: 3 clusters Score -4583494 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -4584890.000000 Penalty: 5206.090820
	Iteration 8F: 3 clusters Score -4584890 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -4585888.500000 Penalty: 5206.090820
	Iteration 9Q: 3 clusters Score -4585888 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -4586653.500000 Penalty: 5206.090820
	Iteration 10Q: 3 clusters Score -4586654 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -4587258.500000 Penalty: 5206.090820
	Iteration 11Q: 3 clusters Score -4587258 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -4587717.500000 Penalty: 5206.090820
	Iteration 12Q: 3 clusters Score -4587718 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -4588018.500000 Penalty: 5206.090820
	Iteration 13Q: 3 clusters Score -4588018 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -4588207.000000 Penalty: 5206.090820
	Iteration 14Q: 3 clusters Score -4588207 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -4588306.500000 Penalty: 5206.090820
	Iteration 15Q: 3 clusters Score -4588306 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -4588384.500000 Penalty: 5206.090820
	Iteration 16Q: 3 clusters Score -4588384 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4588427.500000 Penalty: 5206.090820
	Iteration 17Q: 3 clusters Score -4588428 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4588458.500000 Penalty: 5206.090820
	Iteration 18Q: 3 clusters Score -4588458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4588469.500000 Penalty: 5206.090820
	Iteration 19Q: 3 clusters Score -4588470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -4588479.000000 Penalty: 5206.090820
	Iteration 20F: 3 clusters Score -4588479 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4588498.000000 Penalty: 5206.090820
	Iteration 21Q: 3 clusters Score -4588498 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4588506.500000 Penalty: 5206.090820
	Iteration 22Q: 3 clusters Score -4588506 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -4588514.000000 Penalty: 5206.090820
	Iteration 23Q: 3 clusters Score -4588514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -4588539.500000 Penalty: 5206.090820
	Iteration 24Q: 3 clusters Score -4588540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -4588541.000000 Penalty: 5206.090820
	Iteration 25Q: 3 clusters Score -4588541 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -4588548.500000 Penalty: 5206.090820
	Iteration 26Q: 3 clusters Score -4588548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4588566.500000 Penalty: 5206.090820
	Iteration 27Q: 3 clusters Score -4588566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4588567.000000 Penalty: 5206.090820
	Iteration 28Q: 3 clusters Score -4588567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -4588581.500000 Penalty: 5206.090820
	Iteration 29Q: 3 clusters Score -4588582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -4588592.500000 Penalty: 5206.090820
	Iteration 30Q: 3 clusters Score -4588592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -4588595.500000 Penalty: 5206.090820
	Iteration 31Q: 3 clusters Score -4588596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4588605.000000 Penalty: 5206.090820
	Iteration 32Q: 3 clusters Score -4588605 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -4588610.500000 Penalty: 5206.090820
	Iteration 33Q: 3 clusters Score -4588610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -4588623.500000 Penalty: 5206.090820
	Iteration 34Q: 3 clusters Score -4588624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4588617.500000 Penalty: 5206.090820
	Iteration 35Q: 3 clusters Score -4588618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -4588612.500000 Penalty: 5206.090820
	Iteration 36Q: 3 clusters Score -4588612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -4588606.000000 Penalty: 5206.090820
	Iteration 37Q: 3 clusters Score -4588606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -4588607.500000 Penalty: 5206.090820
	Iteration 38Q: 3 clusters Score -4588608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4588611.000000 Penalty: 5206.090820
	Iteration 39Q: 3 clusters Score -4588611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -4588618.500000 Penalty: 5206.090820
	Iteration 40F: 3 clusters Score -4588618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -4588621.500000 Penalty: 5206.090820
	Iteration 41Q: 3 clusters Score -4588622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -4588625.000000 Penalty: 5206.090820
	Iteration 42Q: 3 clusters Score -4588625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -4588624.500000 Penalty: 5206.090820
	Iteration 43Q: 3 clusters Score -4588624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -4588624.000000 Penalty: 5206.090820
	Iteration 44Q: 3 clusters Score -4588624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -4588624.000000 Penalty: 5206.090820
	Iteration 45Q: 3 clusters Score -4588624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4588623.500000 Penalty: 5206.090820
	Iteration 46Q: 3 clusters Score -4588624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4588617.500000 Penalty: 5206.090820
	Iteration 47Q: 3 clusters Score -4588618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -4588622.500000 Penalty: 5206.090820
	Iteration 48Q: 3 clusters Score -4588622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4588629.500000 Penalty: 5206.090820
	Iteration 49Q: 3 clusters Score -4588630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4588638.500000 Penalty: 5206.090820
	Iteration 50Q: 3 clusters Score -4588638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -4588644.000000 Penalty: 5206.090820
	Iteration 51Q: 3 clusters Score -4588644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -4588640.500000 Penalty: 5206.090820
	Iteration 52Q: 3 clusters Score -4588640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4588643.000000 Penalty: 5206.090820
	Iteration 53Q: 3 clusters Score -4588643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4588643.000000 Penalty: 5206.090820
	Iteration 54Q: 3 clusters Score -4588643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4588645.000000 Penalty: 5206.090820
	Iteration 55Q: 3 clusters Score -4588645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4588650.000000 Penalty: 5206.090820
	Iteration 56Q: 3 clusters Score -4588650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4588650.500000 Penalty: 5206.090820
	Iteration 57Q: 3 clusters Score -4588650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -4588648.500000 Penalty: 5206.090820
	Iteration 58Q: 3 clusters Score -4588648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -4588651.000000 Penalty: 5206.090820
	Iteration 59Q: 3 clusters Score -4588651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -4588651.000000 Penalty: 5206.090820
	Iteration 60F: 3 clusters Score -4588651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4588649.500000 Penalty: 5206.090820
	Iteration 61Q: 3 clusters Score -4588650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -4588658.500000 Penalty: 5206.090820
	Iteration 62Q: 3 clusters Score -4588658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4588658.000000 Penalty: 5206.090820
	Iteration 63Q: 3 clusters Score -4588658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -4588657.000000 Penalty: 5206.090820
	Iteration 64Q: 3 clusters Score -4588657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -4588657.000000 Penalty: 5206.090820
	Iteration 65Q: 3 clusters Score -4588657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4588654.500000 Penalty: 5206.090820
	Iteration 66Q: 3 clusters Score -4588654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -4588663.500000 Penalty: 5206.090820
	Iteration 67Q: 3 clusters Score -4588664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4588657.500000 Penalty: 5206.090820
	Iteration 68Q: 3 clusters Score -4588658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4588654.500000 Penalty: 5206.090820
	Iteration 69Q: 3 clusters Score -4588654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -4588659.000000 Penalty: 5206.090820
	Iteration 70Q: 3 clusters Score -4588659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4588659.500000 Penalty: 5206.090820
	Iteration 71Q: 3 clusters Score -4588660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4588659.500000 Penalty: 5206.090820
	Iteration 72F: 3 clusters Score -4588660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -185034.343750 Penalty: 1820.044312
	Iteration 0F: 2 clusters Score -185034.3 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 797 members 
Entering Unmasked Estep 
Score: -182725.437500 Penalty: 3640.088623
	Iteration 0F: 3 clusters Score -182725.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -183224.390625 Penalty: 3640.088623
	Iteration 1F: 3 clusters Score -183224.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -183480.750000 Penalty: 3640.088623
	Iteration 2F: 3 clusters Score -183480.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -183683.546875 Penalty: 3640.088623
	Iteration 3F: 3 clusters Score -183683.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -183877.984375 Penalty: 3640.088623
	Iteration 4F: 3 clusters Score -183878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -184049.703125 Penalty: 3640.088623
	Iteration 5F: 3 clusters Score -184049.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -184159.000000 Penalty: 3640.088623
	Iteration 6Q: 3 clusters Score -184159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -184268.156250 Penalty: 3640.088623
	Iteration 7Q: 3 clusters Score -184268.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -184347.375000 Penalty: 3640.088623
	Iteration 8Q: 3 clusters Score -184347.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -184382.265625 Penalty: 3640.088623
	Iteration 9Q: 3 clusters Score -184382.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -184401.031250 Penalty: 3640.088623
	Iteration 10Q: 3 clusters Score -184401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -184415.203125 Penalty: 3640.088623
	Iteration 11Q: 3 clusters Score -184415.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -184423.875000 Penalty: 3640.088623
	Iteration 12Q: 3 clusters Score -184423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -184428.640625 Penalty: 3640.088623
	Iteration 13Q: 3 clusters Score -184428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -184434.546875 Penalty: 3640.088623
	Iteration 14Q: 3 clusters Score -184434.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -184441.078125 Penalty: 3640.088623
	Iteration 15Q: 3 clusters Score -184441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -184442.156250 Penalty: 3640.088623
	Iteration 16Q: 3 clusters Score -184442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -184442.156250 Penalty: 3640.088623
	Iteration 17F: 3 clusters Score -184442.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Entering Unmasked Estep 
Score: -1561847.875000 Penalty: 2363.393311
	Iteration 0F: 2 clusters Score -1561848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1551862.625000 Penalty: 4726.786621
	Iteration 0F: 3 clusters Score -1551863 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1555260.125000 Penalty: 4726.786621
	Iteration 1F: 3 clusters Score -1555260 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1555925.250000 Penalty: 4726.786621
	Iteration 2F: 3 clusters Score -1555925 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1556529.750000 Penalty: 4726.786621
	Iteration 3F: 3 clusters Score -1556530 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1557126.500000 Penalty: 4726.786621
	Iteration 4F: 3 clusters Score -1557126 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1557678.750000 Penalty: 4726.786621
	Iteration 5F: 3 clusters Score -1557679 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1558165.625000 Penalty: 4726.786621
	Iteration 6F: 3 clusters Score -1558166 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1558573.375000 Penalty: 4726.786621
	Iteration 7Q: 3 clusters Score -1558573 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1558919.375000 Penalty: 4726.786621
	Iteration 8Q: 3 clusters Score -1558919 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1559224.125000 Penalty: 4726.786621
	Iteration 9Q: 3 clusters Score -1559224 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1559521.875000 Penalty: 4726.786621
	Iteration 10Q: 3 clusters Score -1559522 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1559846.625000 Penalty: 4726.786621
	Iteration 11Q: 3 clusters Score -1559847 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1560141.750000 Penalty: 4726.786621
	Iteration 12Q: 3 clusters Score -1560142 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1560371.625000 Penalty: 4726.786621
	Iteration 13Q: 3 clusters Score -1560372 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1560564.375000 Penalty: 4726.786621
	Iteration 14Q: 3 clusters Score -1560564 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1560712.750000 Penalty: 4726.786621
	Iteration 15Q: 3 clusters Score -1560713 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1560809.750000 Penalty: 4726.786621
	Iteration 16Q: 3 clusters Score -1560810 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1560877.875000 Penalty: 4726.786621
	Iteration 17Q: 3 clusters Score -1560878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1560936.875000 Penalty: 4726.786621
	Iteration 18Q: 3 clusters Score -1560937 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1560980.875000 Penalty: 4726.786621
	Iteration 19Q: 3 clusters Score -1560981 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1561007.125000 Penalty: 4726.786621
	Iteration 20F: 3 clusters Score -1561007 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1561034.750000 Penalty: 4726.786621
	Iteration 21Q: 3 clusters Score -1561035 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1561052.000000 Penalty: 4726.786621
	Iteration 22Q: 3 clusters Score -1561052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1561061.625000 Penalty: 4726.786621
	Iteration 23Q: 3 clusters Score -1561062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1561069.375000 Penalty: 4726.786621
	Iteration 24Q: 3 clusters Score -1561069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1561073.500000 Penalty: 4726.786621
	Iteration 25Q: 3 clusters Score -1561074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1561082.125000 Penalty: 4726.786621
	Iteration 26Q: 3 clusters Score -1561082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1561088.125000 Penalty: 4726.786621
	Iteration 27Q: 3 clusters Score -1561088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1561093.000000 Penalty: 4726.786621
	Iteration 28Q: 3 clusters Score -1561093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1561095.625000 Penalty: 4726.786621
	Iteration 29Q: 3 clusters Score -1561096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1561099.250000 Penalty: 4726.786621
	Iteration 30Q: 3 clusters Score -1561099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1561112.250000 Penalty: 4726.786621
	Iteration 31Q: 3 clusters Score -1561112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1561117.375000 Penalty: 4726.786621
	Iteration 32Q: 3 clusters Score -1561117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1561126.375000 Penalty: 4726.786621
	Iteration 33Q: 3 clusters Score -1561126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1561126.875000 Penalty: 4726.786621
	Iteration 34Q: 3 clusters Score -1561127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1561133.625000 Penalty: 4726.786621
	Iteration 35Q: 3 clusters Score -1561134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1561135.500000 Penalty: 4726.786621
	Iteration 36Q: 3 clusters Score -1561136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1561136.625000 Penalty: 4726.786621
	Iteration 37Q: 3 clusters Score -1561137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1561139.125000 Penalty: 4726.786621
	Iteration 38Q: 3 clusters Score -1561139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1561142.625000 Penalty: 4726.786621
	Iteration 39Q: 3 clusters Score -1561143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1561143.375000 Penalty: 4726.786621
	Iteration 40F: 3 clusters Score -1561143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1561146.875000 Penalty: 4726.786621
	Iteration 41Q: 3 clusters Score -1561147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1561153.625000 Penalty: 4726.786621
	Iteration 42Q: 3 clusters Score -1561154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1561158.500000 Penalty: 4726.786621
	Iteration 43Q: 3 clusters Score -1561158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1561161.625000 Penalty: 4726.786621
	Iteration 44Q: 3 clusters Score -1561162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1561163.625000 Penalty: 4726.786621
	Iteration 45Q: 3 clusters Score -1561164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1561165.375000 Penalty: 4726.786621
	Iteration 46Q: 3 clusters Score -1561165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1561167.000000 Penalty: 4726.786621
	Iteration 47Q: 3 clusters Score -1561167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1561167.250000 Penalty: 4726.786621
	Iteration 48Q: 3 clusters Score -1561167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1561169.500000 Penalty: 4726.786621
	Iteration 49Q: 3 clusters Score -1561170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1561169.875000 Penalty: 4726.786621
	Iteration 50Q: 3 clusters Score -1561170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1561172.250000 Penalty: 4726.786621
	Iteration 51Q: 3 clusters Score -1561172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1561173.625000 Penalty: 4726.786621
	Iteration 52Q: 3 clusters Score -1561174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1561173.250000 Penalty: 4726.786621
	Iteration 53Q: 3 clusters Score -1561173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1561173.750000 Penalty: 4726.786621
	Iteration 54Q: 3 clusters Score -1561174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1561176.625000 Penalty: 4726.786621
	Iteration 55Q: 3 clusters Score -1561177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1561176.125000 Penalty: 4726.786621
	Iteration 56Q: 3 clusters Score -1561176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1561177.875000 Penalty: 4726.786621
	Iteration 57Q: 3 clusters Score -1561178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1561181.000000 Penalty: 4726.786621
	Iteration 58Q: 3 clusters Score -1561181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1561179.375000 Penalty: 4726.786621
	Iteration 59Q: 3 clusters Score -1561179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1561180.250000 Penalty: 4726.786621
	Iteration 60F: 3 clusters Score -1561180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1561181.375000 Penalty: 4726.786621
	Iteration 61Q: 3 clusters Score -1561181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1561182.250000 Penalty: 4726.786621
	Iteration 62Q: 3 clusters Score -1561182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1561181.875000 Penalty: 4726.786621
	Iteration 63Q: 3 clusters Score -1561182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1561186.125000 Penalty: 4726.786621
	Iteration 64Q: 3 clusters Score -1561186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1561182.500000 Penalty: 4726.786621
	Iteration 65Q: 3 clusters Score -1561182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1561184.625000 Penalty: 4726.786621
	Iteration 66Q: 3 clusters Score -1561185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1561186.375000 Penalty: 4726.786621
	Iteration 67Q: 3 clusters Score -1561186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1561187.375000 Penalty: 4726.786621
	Iteration 68Q: 3 clusters Score -1561187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1561184.625000 Penalty: 4726.786621
	Iteration 69Q: 3 clusters Score -1561185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1561189.750000 Penalty: 4726.786621
	Iteration 70Q: 3 clusters Score -1561190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1561189.625000 Penalty: 4726.786621
	Iteration 71Q: 3 clusters Score -1561190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1561188.500000 Penalty: 4726.786621
	Iteration 72Q: 3 clusters Score -1561188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1561188.750000 Penalty: 4726.786621
	Iteration 73Q: 3 clusters Score -1561189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1561187.875000 Penalty: 4726.786621
	Iteration 74Q: 3 clusters Score -1561188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1561189.625000 Penalty: 4726.786621
	Iteration 75Q: 3 clusters Score -1561190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1561190.500000 Penalty: 4726.786621
	Iteration 76Q: 3 clusters Score -1561190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1561193.125000 Penalty: 4726.786621
	Iteration 77Q: 3 clusters Score -1561193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1561194.875000 Penalty: 4726.786621
	Iteration 78Q: 3 clusters Score -1561195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1561194.750000 Penalty: 4726.786621
	Iteration 79Q: 3 clusters Score -1561195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1561197.875000 Penalty: 4726.786621
	Iteration 80F: 3 clusters Score -1561198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1561192.750000 Penalty: 4726.786621
	Iteration 81Q: 3 clusters Score -1561193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1561193.000000 Penalty: 4726.786621
	Iteration 82Q: 3 clusters Score -1561193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1561192.125000 Penalty: 4726.786621
	Iteration 83Q: 3 clusters Score -1561192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1561193.375000 Penalty: 4726.786621
	Iteration 84Q: 3 clusters Score -1561193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1561195.250000 Penalty: 4726.786621
	Iteration 85Q: 3 clusters Score -1561195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1561196.750000 Penalty: 4726.786621
	Iteration 86Q: 3 clusters Score -1561197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1561196.500000 Penalty: 4726.786621
	Iteration 87Q: 3 clusters Score -1561196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1561196.500000 Penalty: 4726.786621
	Iteration 88F: 3 clusters Score -1561196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Entering Unmasked Estep 
Score: -284535.312500 Penalty: 1928.268433
	Iteration 0F: 2 clusters Score -284535.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -281652.968750 Penalty: 3856.536865
	Iteration 0F: 3 clusters Score -281653 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -282196.500000 Penalty: 3856.536865
	Iteration 1F: 3 clusters Score -282196.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -282369.593750 Penalty: 3856.536865
	Iteration 2F: 3 clusters Score -282369.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -282466.531250 Penalty: 3856.536865
	Iteration 3F: 3 clusters Score -282466.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -282520.250000 Penalty: 3856.536865
	Iteration 4Q: 3 clusters Score -282520.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -282555.906250 Penalty: 3856.536865
	Iteration 5Q: 3 clusters Score -282555.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -282576.031250 Penalty: 3856.536865
	Iteration 6Q: 3 clusters Score -282576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -282589.625000 Penalty: 3856.536865
	Iteration 7Q: 3 clusters Score -282589.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -282597.468750 Penalty: 3856.536865
	Iteration 8Q: 3 clusters Score -282597.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -282600.406250 Penalty: 3856.536865
	Iteration 9Q: 3 clusters Score -282600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -282603.500000 Penalty: 3856.536865
	Iteration 10Q: 3 clusters Score -282603.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -282605.312500 Penalty: 3856.536865
	Iteration 11Q: 3 clusters Score -282605.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -282609.125000 Penalty: 3856.536865
	Iteration 12Q: 3 clusters Score -282609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -282613.156250 Penalty: 3856.536865
	Iteration 13Q: 3 clusters Score -282613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -282616.750000 Penalty: 3856.536865
	Iteration 14Q: 3 clusters Score -282616.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -282621.093750 Penalty: 3856.536865
	Iteration 15Q: 3 clusters Score -282621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -282624.468750 Penalty: 3856.536865
	Iteration 16Q: 3 clusters Score -282624.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -282631.093750 Penalty: 3856.536865
	Iteration 17Q: 3 clusters Score -282631.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -282636.687500 Penalty: 3856.536865
	Iteration 18Q: 3 clusters Score -282636.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -282642.218750 Penalty: 3856.536865
	Iteration 19Q: 3 clusters Score -282642.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -282645.531250 Penalty: 3856.536865
	Iteration 20F: 3 clusters Score -282645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -282649.218750 Penalty: 3856.536865
	Iteration 21Q: 3 clusters Score -282649.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -282654.875000 Penalty: 3856.536865
	Iteration 22Q: 3 clusters Score -282654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -282658.687500 Penalty: 3856.536865
	Iteration 23Q: 3 clusters Score -282658.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -282662.593750 Penalty: 3856.536865
	Iteration 24Q: 3 clusters Score -282662.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -282665.562500 Penalty: 3856.536865
	Iteration 25Q: 3 clusters Score -282665.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -282669.562500 Penalty: 3856.536865
	Iteration 26Q: 3 clusters Score -282669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -282672.343750 Penalty: 3856.536865
	Iteration 27Q: 3 clusters Score -282672.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -282677.468750 Penalty: 3856.536865
	Iteration 28Q: 3 clusters Score -282677.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -282678.906250 Penalty: 3856.536865
	Iteration 29Q: 3 clusters Score -282678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -282680.656250 Penalty: 3856.536865
	Iteration 30Q: 3 clusters Score -282680.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -282683.781250 Penalty: 3856.536865
	Iteration 31Q: 3 clusters Score -282683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -282687.656250 Penalty: 3856.536865
	Iteration 32Q: 3 clusters Score -282687.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -282692.218750 Penalty: 3856.536865
	Iteration 33Q: 3 clusters Score -282692.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -282695.750000 Penalty: 3856.536865
	Iteration 34Q: 3 clusters Score -282695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -282697.656250 Penalty: 3856.536865
	Iteration 35Q: 3 clusters Score -282697.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -282698.312500 Penalty: 3856.536865
	Iteration 36Q: 3 clusters Score -282698.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -282699.656250 Penalty: 3856.536865
	Iteration 37Q: 3 clusters Score -282699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -282700.031250 Penalty: 3856.536865
	Iteration 38Q: 3 clusters Score -282700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -282702.718750 Penalty: 3856.536865
	Iteration 39Q: 3 clusters Score -282702.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -282705.562500 Penalty: 3856.536865
	Iteration 40F: 3 clusters Score -282705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -282706.562500 Penalty: 3856.536865
	Iteration 41Q: 3 clusters Score -282706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -282708.625000 Penalty: 3856.536865
	Iteration 42Q: 3 clusters Score -282708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -282709.500000 Penalty: 3856.536865
	Iteration 43Q: 3 clusters Score -282709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -282710.062500 Penalty: 3856.536865
	Iteration 44Q: 3 clusters Score -282710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -282710.187500 Penalty: 3856.536865
	Iteration 45Q: 3 clusters Score -282710.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -282710.187500 Penalty: 3856.536865
	Iteration 46F: 3 clusters Score -282710.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -67278.757812 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -67278.76 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 331 members 
Entering Unmasked Estep 
Score: -65743.062500 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -65743.06 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66149.726562 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -66149.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66359.078125 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -66359.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66412.726562 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -66412.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66462.187500 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -66462.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66507.585938 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -66507.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66566.945312 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66566.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66616.296875 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66616.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -66658.804688 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66658.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -66677.539062 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -66677.54 nChanged 7
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: -66698.812500 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -66698.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66730.281250 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -66730.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66757.093750 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -66757.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66758.789062 Penalty: 3197.076904
	Iteration 13F: 3 clusters Score -66758.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66782.859375 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -66782.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66785.976562 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -66785.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66785.976562 Penalty: 3197.076904
	Iteration 16F: 3 clusters Score -66785.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 20804 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 15599 members 
Mstep: Class 5 contains 145552 members 
Mstep: Class 6 contains 101608 members 
Mstep: Class 7 contains 30331 members 
Mstep: Class 8 contains 167952 members 
Mstep: Class 9 contains 7629 members 
Mstep: Class 10 contains 13845 members 
Mstep: Class 11 contains 45503 members 
Mstep: Class 12 contains 103717 members 
Mstep: Class 13 contains 44581 members 
Mstep: Class 14 contains 256721 members 
Mstep: Class 15 contains 73800 members 
Mstep: Class 16 contains 15295 members 
Mstep: Class 17 contains 49383 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 36380 members 
Mstep: Class 21 contains 4674 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 5148 members 
Mstep: Class 24 contains 10669 members 
Mstep: Class 25 contains 5902 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8054 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 36176 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13764 members 
Mstep: Class 32 contains 2381 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707184.000000 Penalty: 114993.804688
Iteration 199Q: 34 clusters Score -1.577072e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 20749 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 15596 members 
Mstep: Class 5 contains 145301 members 
Mstep: Class 6 contains 101610 members 
Mstep: Class 7 contains 30330 members 
Mstep: Class 8 contains 167926 members 
Mstep: Class 9 contains 7650 members 
Mstep: Class 10 contains 13845 members 
Mstep: Class 11 contains 45497 members 
Mstep: Class 12 contains 103754 members 
Mstep: Class 13 contains 44560 members 
Mstep: Class 14 contains 256764 members 
Mstep: Class 15 contains 73797 members 
Mstep: Class 16 contains 15296 members 
Mstep: Class 17 contains 49383 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 36365 members 
Mstep: Class 21 contains 4677 members 
Mstep: Class 22 contains 5982 members 
Mstep: Class 23 contains 5148 members 
Mstep: Class 24 contains 10687 members 
Mstep: Class 25 contains 5902 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8057 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 36423 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13764 members 
Mstep: Class 32 contains 2382 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707152.000000 Penalty: 114993.804688
Iteration 200F: 34 clusters Score -1.577072e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 20694 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 15594 members 
Mstep: Class 5 contains 145039 members 
Mstep: Class 6 contains 101608 members 
Mstep: Class 7 contains 30331 members 
Mstep: Class 8 contains 167913 members 
Mstep: Class 9 contains 7660 members 
Mstep: Class 10 contains 13846 members 
Mstep: Class 11 contains 45495 members 
Mstep: Class 12 contains 103780 members 
Mstep: Class 13 contains 44530 members 
Mstep: Class 14 contains 256796 members 
Mstep: Class 15 contains 73794 members 
Mstep: Class 16 contains 15292 members 
Mstep: Class 17 contains 49384 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 36364 members 
Mstep: Class 21 contains 4676 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 5148 members 
Mstep: Class 24 contains 10702 members 
Mstep: Class 25 contains 5902 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8062 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 36702 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13767 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707232.000000 Penalty: 114993.804688
Iteration 201Q: 34 clusters Score -1.577072e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 20647 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 15594 members 
Mstep: Class 5 contains 144747 members 
Mstep: Class 6 contains 101609 members 
Mstep: Class 7 contains 30332 members 
Mstep: Class 8 contains 167910 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 13844 members 
Mstep: Class 11 contains 45485 members 
Mstep: Class 12 contains 103807 members 
Mstep: Class 13 contains 44485 members 
Mstep: Class 14 contains 256829 members 
Mstep: Class 15 contains 73796 members 
Mstep: Class 16 contains 15281 members 
Mstep: Class 17 contains 49389 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 36370 members 
Mstep: Class 21 contains 4677 members 
Mstep: Class 22 contains 5994 members 
Mstep: Class 23 contains 5148 members 
Mstep: Class 24 contains 10719 members 
Mstep: Class 25 contains 5902 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8058 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 37019 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13767 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707536.000000 Penalty: 114993.804688
Iteration 202Q: 34 clusters Score -1.577075e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 20585 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 15591 members 
Mstep: Class 5 contains 144443 members 
Mstep: Class 6 contains 101609 members 
Mstep: Class 7 contains 30335 members 
Mstep: Class 8 contains 167893 members 
Mstep: Class 9 contains 7660 members 
Mstep: Class 10 contains 13844 members 
Mstep: Class 11 contains 45481 members 
Mstep: Class 12 contains 103840 members 
Mstep: Class 13 contains 44452 members 
Mstep: Class 14 contains 256870 members 
Mstep: Class 15 contains 73800 members 
Mstep: Class 16 contains 15261 members 
Mstep: Class 17 contains 49393 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 36375 members 
Mstep: Class 21 contains 4679 members 
Mstep: Class 22 contains 5999 members 
Mstep: Class 23 contains 5148 members 
Mstep: Class 24 contains 10731 members 
Mstep: Class 25 contains 5904 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8061 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 37340 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13773 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707696.000000 Penalty: 114993.804688
Iteration 203Q: 34 clusters Score -1.577077e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 20515 members 
Mstep: Class 3 contains 8821 members 
Mstep: Class 4 contains 15588 members 
Mstep: Class 5 contains 144153 members 
Mstep: Class 6 contains 101604 members 
Mstep: Class 7 contains 30339 members 
Mstep: Class 8 contains 167879 members 
Mstep: Class 9 contains 7668 members 
Mstep: Class 10 contains 13846 members 
Mstep: Class 11 contains 45468 members 
Mstep: Class 12 contains 103856 members 
Mstep: Class 13 contains 44434 members 
Mstep: Class 14 contains 256932 members 
Mstep: Class 15 contains 73811 members 
Mstep: Class 16 contains 15250 members 
Mstep: Class 17 contains 49397 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 36370 members 
Mstep: Class 21 contains 4682 members 
Mstep: Class 22 contains 6006 members 
Mstep: Class 23 contains 5148 members 
Mstep: Class 24 contains 10738 members 
Mstep: Class 25 contains 5907 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8066 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 37635 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13772 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707744.000000 Penalty: 114993.804688
Iteration 204Q: 34 clusters Score -1.577077e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 20453 members 
Mstep: Class 3 contains 8825 members 
Mstep: Class 4 contains 15588 members 
Mstep: Class 5 contains 143873 members 
Mstep: Class 6 contains 101602 members 
Mstep: Class 7 contains 30342 members 
Mstep: Class 8 contains 167870 members 
Mstep: Class 9 contains 7672 members 
Mstep: Class 10 contains 13847 members 
Mstep: Class 11 contains 45459 members 
Mstep: Class 12 contains 103865 members 
Mstep: Class 13 contains 44406 members 
Mstep: Class 14 contains 256988 members 
Mstep: Class 15 contains 73819 members 
Mstep: Class 16 contains 15238 members 
Mstep: Class 17 contains 49402 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 36363 members 
Mstep: Class 21 contains 4685 members 
Mstep: Class 22 contains 6015 members 
Mstep: Class 23 contains 5149 members 
Mstep: Class 24 contains 10744 members 
Mstep: Class 25 contains 5911 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8070 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 37919 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 13773 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707808.000000 Penalty: 114993.804688
Iteration 205Q: 34 clusters Score -1.577078e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 20393 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 15586 members 
Mstep: Class 5 contains 143567 members 
Mstep: Class 6 contains 101602 members 
Mstep: Class 7 contains 30343 members 
Mstep: Class 8 contains 167854 members 
Mstep: Class 9 contains 7672 members 
Mstep: Class 10 contains 13846 members 
Mstep: Class 11 contains 45446 members 
Mstep: Class 12 contains 103876 members 
Mstep: Class 13 contains 44384 members 
Mstep: Class 14 contains 257047 members 
Mstep: Class 15 contains 73819 members 
Mstep: Class 16 contains 15220 members 
Mstep: Class 17 contains 49408 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 36358 members 
Mstep: Class 21 contains 4686 members 
Mstep: Class 22 contains 6024 members 
Mstep: Class 23 contains 5149 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 5915 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8076 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 38256 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 13768 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708064.000000 Penalty: 114993.804688
Iteration 206Q: 34 clusters Score -1.577081e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 20314 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 15586 members 
Mstep: Class 5 contains 143231 members 
Mstep: Class 6 contains 101601 members 
Mstep: Class 7 contains 30348 members 
Mstep: Class 8 contains 167820 members 
Mstep: Class 9 contains 7679 members 
Mstep: Class 10 contains 13845 members 
Mstep: Class 11 contains 45429 members 
Mstep: Class 12 contains 103883 members 
Mstep: Class 13 contains 44360 members 
Mstep: Class 14 contains 257128 members 
Mstep: Class 15 contains 73821 members 
Mstep: Class 16 contains 15219 members 
Mstep: Class 17 contains 49414 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 36350 members 
Mstep: Class 21 contains 4691 members 
Mstep: Class 22 contains 6030 members 
Mstep: Class 23 contains 5149 members 
Mstep: Class 24 contains 10769 members 
Mstep: Class 25 contains 5918 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8076 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 38614 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 13762 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707984.000000 Penalty: 114993.804688
Iteration 207Q: 34 clusters Score -1.57708e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 20234 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 15584 members 
Mstep: Class 5 contains 142934 members 
Mstep: Class 6 contains 101601 members 
Mstep: Class 7 contains 30350 members 
Mstep: Class 8 contains 167800 members 
Mstep: Class 9 contains 7687 members 
Mstep: Class 10 contains 13844 members 
Mstep: Class 11 contains 45414 members 
Mstep: Class 12 contains 103900 members 
Mstep: Class 13 contains 44349 members 
Mstep: Class 14 contains 257189 members 
Mstep: Class 15 contains 73817 members 
Mstep: Class 16 contains 15214 members 
Mstep: Class 17 contains 49418 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 36344 members 
Mstep: Class 21 contains 4695 members 
Mstep: Class 22 contains 6039 members 
Mstep: Class 23 contains 5150 members 
Mstep: Class 24 contains 10784 members 
Mstep: Class 25 contains 5922 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8077 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 38939 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 13756 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707776.000000 Penalty: 114993.804688
Iteration 208Q: 34 clusters Score -1.577078e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 20142 members 
Mstep: Class 3 contains 8837 members 
Mstep: Class 4 contains 15584 members 
Mstep: Class 5 contains 142581 members 
Mstep: Class 6 contains 101603 members 
Mstep: Class 7 contains 30356 members 
Mstep: Class 8 contains 167783 members 
Mstep: Class 9 contains 7691 members 
Mstep: Class 10 contains 13840 members 
Mstep: Class 11 contains 45409 members 
Mstep: Class 12 contains 103916 members 
Mstep: Class 13 contains 44330 members 
Mstep: Class 14 contains 257277 members 
Mstep: Class 15 contains 73819 members 
Mstep: Class 16 contains 15215 members 
Mstep: Class 17 contains 49422 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6536 members 
Mstep: Class 20 contains 36336 members 
Mstep: Class 21 contains 4697 members 
Mstep: Class 22 contains 6044 members 
Mstep: Class 23 contains 5151 members 
Mstep: Class 24 contains 10803 members 
Mstep: Class 25 contains 5924 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8080 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 39281 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 13758 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707888.000000 Penalty: 114993.804688
Iteration 209Q: 34 clusters Score -1.577079e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 20052 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 142252 members 
Mstep: Class 6 contains 101601 members 
Mstep: Class 7 contains 30366 members 
Mstep: Class 8 contains 167745 members 
Mstep: Class 9 contains 7696 members 
Mstep: Class 10 contains 13838 members 
Mstep: Class 11 contains 45405 members 
Mstep: Class 12 contains 103939 members 
Mstep: Class 13 contains 44295 members 
Mstep: Class 14 contains 257358 members 
Mstep: Class 15 contains 73829 members 
Mstep: Class 16 contains 15208 members 
Mstep: Class 17 contains 49428 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6539 members 
Mstep: Class 20 contains 36324 members 
Mstep: Class 21 contains 4700 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 5152 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 5927 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8082 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 39627 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 13765 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707760.000000 Penalty: 114993.804688
Iteration 210Q: 34 clusters Score -1.577078e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 19959 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 141907 members 
Mstep: Class 6 contains 101601 members 
Mstep: Class 7 contains 30375 members 
Mstep: Class 8 contains 167702 members 
Mstep: Class 9 contains 7695 members 
Mstep: Class 10 contains 13836 members 
Mstep: Class 11 contains 45403 members 
Mstep: Class 12 contains 103953 members 
Mstep: Class 13 contains 44278 members 
Mstep: Class 14 contains 257437 members 
Mstep: Class 15 contains 73837 members 
Mstep: Class 16 contains 15212 members 
Mstep: Class 17 contains 49433 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6539 members 
Mstep: Class 20 contains 36313 members 
Mstep: Class 21 contains 4702 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 5153 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5929 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8091 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 39994 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 13768 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707920.000000 Penalty: 114993.804688
Iteration 211Q: 34 clusters Score -1.577079e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 19860 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 141503 members 
Mstep: Class 6 contains 101597 members 
Mstep: Class 7 contains 30379 members 
Mstep: Class 8 contains 167639 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 13837 members 
Mstep: Class 11 contains 45398 members 
Mstep: Class 12 contains 103964 members 
Mstep: Class 13 contains 44276 members 
Mstep: Class 14 contains 257549 members 
Mstep: Class 15 contains 73837 members 
Mstep: Class 16 contains 15211 members 
Mstep: Class 17 contains 49432 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 36312 members 
Mstep: Class 21 contains 4701 members 
Mstep: Class 22 contains 6058 members 
Mstep: Class 23 contains 5153 members 
Mstep: Class 24 contains 10851 members 
Mstep: Class 25 contains 5931 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8099 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 40416 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 13770 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707728.000000 Penalty: 114993.804688
Iteration 212Q: 34 clusters Score -1.577077e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 19748 members 
Mstep: Class 3 contains 8823 members 
Mstep: Class 4 contains 15574 members 
Mstep: Class 5 contains 141093 members 
Mstep: Class 6 contains 101594 members 
Mstep: Class 7 contains 30384 members 
Mstep: Class 8 contains 167610 members 
Mstep: Class 9 contains 7700 members 
Mstep: Class 10 contains 13836 members 
Mstep: Class 11 contains 45392 members 
Mstep: Class 12 contains 103983 members 
Mstep: Class 13 contains 44279 members 
Mstep: Class 14 contains 257640 members 
Mstep: Class 15 contains 73835 members 
Mstep: Class 16 contains 15198 members 
Mstep: Class 17 contains 49437 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6543 members 
Mstep: Class 20 contains 36305 members 
Mstep: Class 21 contains 4700 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 5154 members 
Mstep: Class 24 contains 10865 members 
Mstep: Class 25 contains 5930 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8103 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 40843 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 13774 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707872.000000 Penalty: 114993.804688
Iteration 213Q: 34 clusters Score -1.577079e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 19650 members 
Mstep: Class 3 contains 8824 members 
Mstep: Class 4 contains 15573 members 
Mstep: Class 5 contains 140644 members 
Mstep: Class 6 contains 101590 members 
Mstep: Class 7 contains 30389 members 
Mstep: Class 8 contains 167549 members 
Mstep: Class 9 contains 7707 members 
Mstep: Class 10 contains 13838 members 
Mstep: Class 11 contains 45376 members 
Mstep: Class 12 contains 104010 members 
Mstep: Class 13 contains 44276 members 
Mstep: Class 14 contains 257760 members 
Mstep: Class 15 contains 73832 members 
Mstep: Class 16 contains 15208 members 
Mstep: Class 17 contains 49441 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6543 members 
Mstep: Class 20 contains 36295 members 
Mstep: Class 21 contains 4702 members 
Mstep: Class 22 contains 6075 members 
Mstep: Class 23 contains 5154 members 
Mstep: Class 24 contains 10873 members 
Mstep: Class 25 contains 5931 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8104 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 41281 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 13784 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707840.000000 Penalty: 114993.804688
Iteration 214Q: 34 clusters Score -1.577078e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 19537 members 
Mstep: Class 3 contains 8823 members 
Mstep: Class 4 contains 15573 members 
Mstep: Class 5 contains 140215 members 
Mstep: Class 6 contains 101590 members 
Mstep: Class 7 contains 30395 members 
Mstep: Class 8 contains 167492 members 
Mstep: Class 9 contains 7717 members 
Mstep: Class 10 contains 13835 members 
Mstep: Class 11 contains 45356 members 
Mstep: Class 12 contains 104044 members 
Mstep: Class 13 contains 44279 members 
Mstep: Class 14 contains 257897 members 
Mstep: Class 15 contains 73835 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 49441 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6544 members 
Mstep: Class 20 contains 36287 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 6087 members 
Mstep: Class 23 contains 5156 members 
Mstep: Class 24 contains 10869 members 
Mstep: Class 25 contains 5932 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8102 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 41725 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13785 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708160.000000 Penalty: 114993.804688
Iteration 215Q: 34 clusters Score -1.577082e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 19446 members 
Mstep: Class 3 contains 8825 members 
Mstep: Class 4 contains 15573 members 
Mstep: Class 5 contains 139764 members 
Mstep: Class 6 contains 101588 members 
Mstep: Class 7 contains 30398 members 
Mstep: Class 8 contains 167422 members 
Mstep: Class 9 contains 7721 members 
Mstep: Class 10 contains 13835 members 
Mstep: Class 11 contains 45336 members 
Mstep: Class 12 contains 104070 members 
Mstep: Class 13 contains 44263 members 
Mstep: Class 14 contains 258001 members 
Mstep: Class 15 contains 73845 members 
Mstep: Class 16 contains 15201 members 
Mstep: Class 17 contains 49444 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6545 members 
Mstep: Class 20 contains 36278 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 5158 members 
Mstep: Class 24 contains 10877 members 
Mstep: Class 25 contains 5933 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8101 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 42194 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13794 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708000.000000 Penalty: 114993.804688
Iteration 216Q: 34 clusters Score -1.57708e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 19371 members 
Mstep: Class 3 contains 8826 members 
Mstep: Class 4 contains 15568 members 
Mstep: Class 5 contains 139272 members 
Mstep: Class 6 contains 101588 members 
Mstep: Class 7 contains 30395 members 
Mstep: Class 8 contains 167374 members 
Mstep: Class 9 contains 7719 members 
Mstep: Class 10 contains 13834 members 
Mstep: Class 11 contains 45312 members 
Mstep: Class 12 contains 104089 members 
Mstep: Class 13 contains 44257 members 
Mstep: Class 14 contains 258093 members 
Mstep: Class 15 contains 73845 members 
Mstep: Class 16 contains 15195 members 
Mstep: Class 17 contains 49448 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 36278 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 6103 members 
Mstep: Class 23 contains 5159 members 
Mstep: Class 24 contains 10888 members 
Mstep: Class 25 contains 5933 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 8112 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 42700 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13800 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708400.000000 Penalty: 114993.804688
Iteration 217Q: 34 clusters Score -1.577084e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 19287 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 15563 members 
Mstep: Class 5 contains 138790 members 
Mstep: Class 6 contains 101589 members 
Mstep: Class 7 contains 30387 members 
Mstep: Class 8 contains 167333 members 
Mstep: Class 9 contains 7725 members 
Mstep: Class 10 contains 13834 members 
Mstep: Class 11 contains 45298 members 
Mstep: Class 12 contains 104102 members 
Mstep: Class 13 contains 44273 members 
Mstep: Class 14 contains 258180 members 
Mstep: Class 15 contains 73854 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 49454 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 36261 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 6115 members 
Mstep: Class 23 contains 5160 members 
Mstep: Class 24 contains 10902 members 
Mstep: Class 25 contains 5935 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 8121 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 43174 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13802 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708608.000000 Penalty: 114993.804688
Iteration 218Q: 34 clusters Score -1.577086e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 19192 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 15563 members 
Mstep: Class 5 contains 138307 members 
Mstep: Class 6 contains 101590 members 
Mstep: Class 7 contains 30394 members 
Mstep: Class 8 contains 167262 members 
Mstep: Class 9 contains 7729 members 
Mstep: Class 10 contains 13834 members 
Mstep: Class 11 contains 45278 members 
Mstep: Class 12 contains 104117 members 
Mstep: Class 13 contains 44294 members 
Mstep: Class 14 contains 258285 members 
Mstep: Class 15 contains 73857 members 
Mstep: Class 16 contains 15171 members 
Mstep: Class 17 contains 49461 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6550 members 
Mstep: Class 20 contains 36250 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 6129 members 
Mstep: Class 23 contains 5161 members 
Mstep: Class 24 contains 10909 members 
Mstep: Class 25 contains 5938 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 8122 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 43655 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13818 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708688.000000 Penalty: 114993.804688
Iteration 219Q: 34 clusters Score -1.577087e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 19108 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 15562 members 
Mstep: Class 5 contains 137780 members 
Mstep: Class 6 contains 101591 members 
Mstep: Class 7 contains 30404 members 
Mstep: Class 8 contains 167210 members 
Mstep: Class 9 contains 7745 members 
Mstep: Class 10 contains 13833 members 
Mstep: Class 11 contains 45257 members 
Mstep: Class 12 contains 104125 members 
Mstep: Class 13 contains 44302 members 
Mstep: Class 14 contains 258377 members 
Mstep: Class 15 contains 73866 members 
Mstep: Class 16 contains 15174 members 
Mstep: Class 17 contains 49464 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6551 members 
Mstep: Class 20 contains 36232 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 6148 members 
Mstep: Class 23 contains 5161 members 
Mstep: Class 24 contains 10921 members 
Mstep: Class 25 contains 5941 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 8128 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 44156 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13825 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708496.000000 Penalty: 114993.804688
Iteration 220F: 34 clusters Score -1.577085e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 19006 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 15562 members 
Mstep: Class 5 contains 137255 members 
Mstep: Class 6 contains 101596 members 
Mstep: Class 7 contains 30407 members 
Mstep: Class 8 contains 167168 members 
Mstep: Class 9 contains 7754 members 
Mstep: Class 10 contains 13831 members 
Mstep: Class 11 contains 45235 members 
Mstep: Class 12 contains 104145 members 
Mstep: Class 13 contains 44316 members 
Mstep: Class 14 contains 258493 members 
Mstep: Class 15 contains 73856 members 
Mstep: Class 16 contains 15181 members 
Mstep: Class 17 contains 49469 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6551 members 
Mstep: Class 20 contains 36214 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 6169 members 
Mstep: Class 23 contains 5162 members 
Mstep: Class 24 contains 10930 members 
Mstep: Class 25 contains 5945 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 8126 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 44661 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13829 members 
Mstep: Class 32 contains 2382 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708768.000000 Penalty: 114993.804688
Iteration 221Q: 34 clusters Score -1.577088e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 18899 members 
Mstep: Class 3 contains 8836 members 
Mstep: Class 4 contains 15561 members 
Mstep: Class 5 contains 136723 members 
Mstep: Class 6 contains 101593 members 
Mstep: Class 7 contains 30405 members 
Mstep: Class 8 contains 167144 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 10 contains 13831 members 
Mstep: Class 11 contains 45228 members 
Mstep: Class 12 contains 104157 members 
Mstep: Class 13 contains 44342 members 
Mstep: Class 14 contains 258589 members 
Mstep: Class 15 contains 73856 members 
Mstep: Class 16 contains 15180 members 
Mstep: Class 17 contains 49470 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 36189 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 6196 members 
Mstep: Class 23 contains 5162 members 
Mstep: Class 24 contains 10939 members 
Mstep: Class 25 contains 5952 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 8122 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 45157 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13840 members 
Mstep: Class 32 contains 2382 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708944.000000 Penalty: 114993.804688
Iteration 222Q: 34 clusters Score -1.577089e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 18794 members 
Mstep: Class 3 contains 8836 members 
Mstep: Class 4 contains 15561 members 
Mstep: Class 5 contains 136224 members 
Mstep: Class 6 contains 101593 members 
Mstep: Class 7 contains 30407 members 
Mstep: Class 8 contains 167080 members 
Mstep: Class 9 contains 7783 members 
Mstep: Class 10 contains 13830 members 
Mstep: Class 11 contains 45214 members 
Mstep: Class 12 contains 104164 members 
Mstep: Class 13 contains 44348 members 
Mstep: Class 14 contains 258716 members 
Mstep: Class 15 contains 73854 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 49472 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 36174 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 6220 members 
Mstep: Class 23 contains 5161 members 
Mstep: Class 24 contains 10948 members 
Mstep: Class 25 contains 5960 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 8128 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 45632 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13847 members 
Mstep: Class 32 contains 2382 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708944.000000 Penalty: 114993.804688
Iteration 223Q: 34 clusters Score -1.577089e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 18681 members 
Mstep: Class 3 contains 8830 members 
Mstep: Class 4 contains 15561 members 
Mstep: Class 5 contains 135761 members 
Mstep: Class 6 contains 101594 members 
Mstep: Class 7 contains 30411 members 
Mstep: Class 8 contains 166989 members 
Mstep: Class 9 contains 7798 members 
Mstep: Class 10 contains 13830 members 
Mstep: Class 11 contains 45203 members 
Mstep: Class 12 contains 104182 members 
Mstep: Class 13 contains 44354 members 
Mstep: Class 14 contains 258829 members 
Mstep: Class 15 contains 73852 members 
Mstep: Class 16 contains 15214 members 
Mstep: Class 17 contains 49474 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 36171 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 6233 members 
Mstep: Class 23 contains 5162 members 
Mstep: Class 24 contains 10964 members 
Mstep: Class 25 contains 5964 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 8128 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 46109 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13845 members 
Mstep: Class 32 contains 2382 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709168.000000 Penalty: 114993.804688
Iteration 224Q: 34 clusters Score -1.577092e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 18557 members 
Mstep: Class 3 contains 8829 members 
Mstep: Class 4 contains 15560 members 
Mstep: Class 5 contains 135268 members 
Mstep: Class 6 contains 101594 members 
Mstep: Class 7 contains 30408 members 
Mstep: Class 8 contains 166916 members 
Mstep: Class 9 contains 7802 members 
Mstep: Class 10 contains 13827 members 
Mstep: Class 11 contains 45188 members 
Mstep: Class 12 contains 104203 members 
Mstep: Class 13 contains 44341 members 
Mstep: Class 14 contains 258965 members 
Mstep: Class 15 contains 73852 members 
Mstep: Class 16 contains 15249 members 
Mstep: Class 17 contains 49475 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 36159 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 6268 members 
Mstep: Class 23 contains 5164 members 
Mstep: Class 24 contains 10972 members 
Mstep: Class 25 contains 5969 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 8128 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 46601 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13847 members 
Mstep: Class 32 contains 2382 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709072.000000 Penalty: 114993.804688
Iteration 225Q: 34 clusters Score -1.577091e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 18437 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 15560 members 
Mstep: Class 5 contains 134748 members 
Mstep: Class 6 contains 101598 members 
Mstep: Class 7 contains 30410 members 
Mstep: Class 8 contains 166832 members 
Mstep: Class 9 contains 7813 members 
Mstep: Class 10 contains 13823 members 
Mstep: Class 11 contains 45170 members 
Mstep: Class 12 contains 104208 members 
Mstep: Class 13 contains 44332 members 
Mstep: Class 14 contains 259113 members 
Mstep: Class 15 contains 73856 members 
Mstep: Class 16 contains 15272 members 
Mstep: Class 17 contains 49475 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 36153 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 6297 members 
Mstep: Class 23 contains 5164 members 
Mstep: Class 24 contains 10982 members 
Mstep: Class 25 contains 5972 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 8135 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 47109 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13851 members 
Mstep: Class 32 contains 2381 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709456.000000 Penalty: 114993.804688
Iteration 226Q: 34 clusters Score -1.577095e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 18337 members 
Mstep: Class 3 contains 8825 members 
Mstep: Class 4 contains 15560 members 
Mstep: Class 5 contains 134294 members 
Mstep: Class 6 contains 101598 members 
Mstep: Class 7 contains 30409 members 
Mstep: Class 8 contains 166723 members 
Mstep: Class 9 contains 7825 members 
Mstep: Class 10 contains 13823 members 
Mstep: Class 11 contains 45151 members 
Mstep: Class 12 contains 104223 members 
Mstep: Class 13 contains 44356 members 
Mstep: Class 14 contains 259248 members 
Mstep: Class 15 contains 73869 members 
Mstep: Class 16 contains 15293 members 
Mstep: Class 17 contains 49476 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 36140 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 6317 members 
Mstep: Class 23 contains 5164 members 
Mstep: Class 24 contains 10986 members 
Mstep: Class 25 contains 5972 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8140 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 47570 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13843 members 
Mstep: Class 32 contains 2380 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709648.000000 Penalty: 114993.804688
Iteration 227Q: 34 clusters Score -1.577096e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 18234 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 15560 members 
Mstep: Class 5 contains 133876 members 
Mstep: Class 6 contains 101600 members 
Mstep: Class 7 contains 30413 members 
Mstep: Class 8 contains 166605 members 
Mstep: Class 9 contains 7835 members 
Mstep: Class 10 contains 13822 members 
Mstep: Class 11 contains 45140 members 
Mstep: Class 12 contains 104244 members 
Mstep: Class 13 contains 44357 members 
Mstep: Class 14 contains 259374 members 
Mstep: Class 15 contains 73884 members 
Mstep: Class 16 contains 15329 members 
Mstep: Class 17 contains 49477 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 36125 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 6336 members 
Mstep: Class 23 contains 5164 members 
Mstep: Class 24 contains 10991 members 
Mstep: Class 25 contains 5974 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8144 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 47992 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13835 members 
Mstep: Class 32 contains 2381 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709808.000000 Penalty: 114993.804688
Iteration 228Q: 34 clusters Score -1.577098e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 18129 members 
Mstep: Class 3 contains 8836 members 
Mstep: Class 4 contains 15557 members 
Mstep: Class 5 contains 133415 members 
Mstep: Class 6 contains 101605 members 
Mstep: Class 7 contains 30425 members 
Mstep: Class 8 contains 166514 members 
Mstep: Class 9 contains 7842 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 45130 members 
Mstep: Class 12 contains 104261 members 
Mstep: Class 13 contains 44348 members 
Mstep: Class 14 contains 259497 members 
Mstep: Class 15 contains 73895 members 
Mstep: Class 16 contains 15371 members 
Mstep: Class 17 contains 49477 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 20 contains 36117 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 6356 members 
Mstep: Class 23 contains 5164 members 
Mstep: Class 24 contains 10992 members 
Mstep: Class 25 contains 5974 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8155 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 48439 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13823 members 
Mstep: Class 32 contains 2382 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709680.000000 Penalty: 114993.804688
Iteration 229Q: 34 clusters Score -1.577097e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 18035 members 
Mstep: Class 3 contains 8837 members 
Mstep: Class 4 contains 15555 members 
Mstep: Class 5 contains 132944 members 
Mstep: Class 6 contains 101605 members 
Mstep: Class 7 contains 30433 members 
Mstep: Class 8 contains 166463 members 
Mstep: Class 9 contains 7846 members 
Mstep: Class 10 contains 13819 members 
Mstep: Class 11 contains 45129 members 
Mstep: Class 12 contains 104281 members 
Mstep: Class 13 contains 44342 members 
Mstep: Class 14 contains 259569 members 
Mstep: Class 15 contains 73911 members 
Mstep: Class 16 contains 15415 members 
Mstep: Class 17 contains 49477 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6555 members 
Mstep: Class 20 contains 36094 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 5163 members 
Mstep: Class 24 contains 10990 members 
Mstep: Class 25 contains 5975 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 48911 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13816 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709744.000000 Penalty: 114993.804688
Iteration 230Q: 34 clusters Score -1.577097e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 17962 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 15555 members 
Mstep: Class 5 contains 132472 members 
Mstep: Class 6 contains 101606 members 
Mstep: Class 7 contains 30451 members 
Mstep: Class 8 contains 166410 members 
Mstep: Class 9 contains 7859 members 
Mstep: Class 10 contains 13818 members 
Mstep: Class 11 contains 45119 members 
Mstep: Class 12 contains 104289 members 
Mstep: Class 13 contains 44350 members 
Mstep: Class 14 contains 259646 members 
Mstep: Class 15 contains 73916 members 
Mstep: Class 16 contains 15448 members 
Mstep: Class 17 contains 49476 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6555 members 
Mstep: Class 20 contains 36073 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 6376 members 
Mstep: Class 23 contains 5162 members 
Mstep: Class 24 contains 10989 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8168 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 49357 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13811 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710032.000000 Penalty: 114993.804688
Iteration 231Q: 34 clusters Score -1.5771e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 17870 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 15555 members 
Mstep: Class 5 contains 132045 members 
Mstep: Class 6 contains 101604 members 
Mstep: Class 7 contains 30462 members 
Mstep: Class 8 contains 166356 members 
Mstep: Class 9 contains 7876 members 
Mstep: Class 10 contains 13818 members 
Mstep: Class 11 contains 45097 members 
Mstep: Class 12 contains 104299 members 
Mstep: Class 13 contains 44379 members 
Mstep: Class 14 contains 259732 members 
Mstep: Class 15 contains 73923 members 
Mstep: Class 16 contains 15461 members 
Mstep: Class 17 contains 49477 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6555 members 
Mstep: Class 20 contains 36056 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 5163 members 
Mstep: Class 24 contains 10993 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8172 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 49768 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13811 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709872.000000 Penalty: 114993.804688
Iteration 232Q: 34 clusters Score -1.577099e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 17790 members 
Mstep: Class 3 contains 8852 members 
Mstep: Class 4 contains 15555 members 
Mstep: Class 5 contains 131628 members 
Mstep: Class 6 contains 101605 members 
Mstep: Class 7 contains 30458 members 
Mstep: Class 8 contains 166339 members 
Mstep: Class 9 contains 7889 members 
Mstep: Class 10 contains 13818 members 
Mstep: Class 11 contains 45086 members 
Mstep: Class 12 contains 104309 members 
Mstep: Class 13 contains 44387 members 
Mstep: Class 14 contains 259771 members 
Mstep: Class 15 contains 73932 members 
Mstep: Class 16 contains 15485 members 
Mstep: Class 17 contains 49479 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6555 members 
Mstep: Class 20 contains 36041 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 6402 members 
Mstep: Class 23 contains 5163 members 
Mstep: Class 24 contains 10997 members 
Mstep: Class 25 contains 5979 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8176 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 50182 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 13804 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710048.000000 Penalty: 114993.804688
Iteration 233Q: 34 clusters Score -1.5771e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 17692 members 
Mstep: Class 3 contains 8854 members 
Mstep: Class 4 contains 15555 members 
Mstep: Class 5 contains 131248 members 
Mstep: Class 6 contains 101606 members 
Mstep: Class 7 contains 30458 members 
Mstep: Class 8 contains 166311 members 
Mstep: Class 9 contains 7890 members 
Mstep: Class 10 contains 13818 members 
Mstep: Class 11 contains 45076 members 
Mstep: Class 12 contains 104324 members 
Mstep: Class 13 contains 44409 members 
Mstep: Class 14 contains 259805 members 
Mstep: Class 15 contains 73936 members 
Mstep: Class 16 contains 15526 members 
Mstep: Class 17 contains 49481 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 36023 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 5163 members 
Mstep: Class 24 contains 11002 members 
Mstep: Class 25 contains 5981 members 
Mstep: Class 26 contains 724 members 
Mstep: Class 27 contains 8182 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 50570 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 13792 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710144.000000 Penalty: 114993.804688
Iteration 234Q: 34 clusters Score -1.577101e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 17590 members 
Mstep: Class 3 contains 8852 members 
Mstep: Class 4 contains 15555 members 
Mstep: Class 5 contains 130879 members 
Mstep: Class 6 contains 101614 members 
Mstep: Class 7 contains 30457 members 
Mstep: Class 8 contains 166270 members 
Mstep: Class 9 contains 7898 members 
Mstep: Class 10 contains 13816 members 
Mstep: Class 11 contains 45066 members 
Mstep: Class 12 contains 104344 members 
Mstep: Class 13 contains 44428 members 
Mstep: Class 14 contains 259843 members 
Mstep: Class 15 contains 73936 members 
Mstep: Class 16 contains 15580 members 
Mstep: Class 17 contains 49482 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 36020 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 6433 members 
Mstep: Class 23 contains 5164 members 
Mstep: Class 24 contains 11007 members 
Mstep: Class 25 contains 5984 members 
Mstep: Class 26 contains 724 members 
Mstep: Class 27 contains 8185 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 50931 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 13785 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710304.000000 Penalty: 114993.804688
Iteration 235Q: 34 clusters Score -1.577103e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 17522 members 
Mstep: Class 3 contains 8852 members 
Mstep: Class 4 contains 15553 members 
Mstep: Class 5 contains 130495 members 
Mstep: Class 6 contains 101616 members 
Mstep: Class 7 contains 30458 members 
Mstep: Class 8 contains 166220 members 
Mstep: Class 9 contains 7907 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 45051 members 
Mstep: Class 12 contains 104353 members 
Mstep: Class 13 contains 44421 members 
Mstep: Class 14 contains 259904 members 
Mstep: Class 15 contains 73923 members 
Mstep: Class 16 contains 15642 members 
Mstep: Class 17 contains 49483 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 36020 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 6449 members 
Mstep: Class 23 contains 5165 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 5985 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 8189 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 51301 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 13780 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710288.000000 Penalty: 114993.804688
Iteration 236Q: 34 clusters Score -1.577103e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 17455 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 4 contains 15550 members 
Mstep: Class 5 contains 130094 members 
Mstep: Class 6 contains 101620 members 
Mstep: Class 7 contains 30450 members 
Mstep: Class 8 contains 166155 members 
Mstep: Class 9 contains 7924 members 
Mstep: Class 10 contains 13818 members 
Mstep: Class 11 contains 45031 members 
Mstep: Class 12 contains 104369 members 
Mstep: Class 13 contains 44404 members 
Mstep: Class 14 contains 259956 members 
Mstep: Class 15 contains 73920 members 
Mstep: Class 16 contains 15732 members 
Mstep: Class 17 contains 49485 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 36014 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 6466 members 
Mstep: Class 23 contains 5165 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 5984 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8188 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 51682 members 
Mstep: Class 30 contains 1541 members 
Mstep: Class 31 contains 13777 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710528.000000 Penalty: 114993.804688
Iteration 237Q: 34 clusters Score -1.577105e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 17381 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 15548 members 
Mstep: Class 5 contains 129705 members 
Mstep: Class 6 contains 101620 members 
Mstep: Class 7 contains 30455 members 
Mstep: Class 8 contains 166049 members 
Mstep: Class 9 contains 7927 members 
Mstep: Class 10 contains 13818 members 
Mstep: Class 11 contains 45020 members 
Mstep: Class 12 contains 104375 members 
Mstep: Class 13 contains 44377 members 
Mstep: Class 14 contains 260034 members 
Mstep: Class 15 contains 73921 members 
Mstep: Class 16 contains 15852 members 
Mstep: Class 17 contains 49486 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 35998 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 6484 members 
Mstep: Class 23 contains 5165 members 
Mstep: Class 24 contains 11035 members 
Mstep: Class 25 contains 5988 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8194 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 52068 members 
Mstep: Class 30 contains 1541 members 
Mstep: Class 31 contains 13772 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710304.000000 Penalty: 114993.804688
Iteration 238Q: 34 clusters Score -1.577103e+08 nChanged 1313
Entering ConstructFrom: 
Score: -157710304.000000 Penalty: 114993.804688
Entering ConstructFrom: 
Trying to split cluster 1 (19448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Entering Unmasked Estep 
Score: -2490770.500000 Penalty: 2449.124023
	Iteration 0F: 2 clusters Score -2490770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2476976.500000 Penalty: 4898.248047
	Iteration 0F: 3 clusters Score -2476976 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2481599.750000 Penalty: 4898.248047
	Iteration 1F: 3 clusters Score -2481600 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2481967.750000 Penalty: 4898.248047
	Iteration 2F: 3 clusters Score -2481968 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2482284.000000 Penalty: 4898.248047
	Iteration 3Q: 3 clusters Score -2482284 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2482532.750000 Penalty: 4898.248047
	Iteration 4Q: 3 clusters Score -2482533 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2482803.500000 Penalty: 4898.248047
	Iteration 5Q: 3 clusters Score -2482804 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2483080.500000 Penalty: 4898.248047
	Iteration 6Q: 3 clusters Score -2483080 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2483474.750000 Penalty: 4898.248047
	Iteration 7Q: 3 clusters Score -2483475 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2484026.250000 Penalty: 4898.248047
	Iteration 8Q: 3 clusters Score -2484026 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2484788.500000 Penalty: 4898.248047
	Iteration 9F: 3 clusters Score -2484788 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2485721.250000 Penalty: 4898.248047
	Iteration 10F: 3 clusters Score -2485721 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2486686.500000 Penalty: 4898.248047
	Iteration 11F: 3 clusters Score -2486686 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2487604.250000 Penalty: 4898.248047
	Iteration 12F: 3 clusters Score -2487604 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2488280.500000 Penalty: 4898.248047
	Iteration 13Q: 3 clusters Score -2488280 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2488708.000000 Penalty: 4898.248047
	Iteration 14Q: 3 clusters Score -2488708 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2488945.750000 Penalty: 4898.248047
	Iteration 15Q: 3 clusters Score -2488946 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2489074.250000 Penalty: 4898.248047
	Iteration 16Q: 3 clusters Score -2489074 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2489120.000000 Penalty: 4898.248047
	Iteration 17Q: 3 clusters Score -2489120 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2489147.500000 Penalty: 4898.248047
	Iteration 18Q: 3 clusters Score -2489148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2489160.000000 Penalty: 4898.248047
	Iteration 19Q: 3 clusters Score -2489160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2489165.250000 Penalty: 4898.248047
	Iteration 20F: 3 clusters Score -2489165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2489176.000000 Penalty: 4898.248047
	Iteration 21Q: 3 clusters Score -2489176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2489192.500000 Penalty: 4898.248047
	Iteration 22Q: 3 clusters Score -2489192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2489207.000000 Penalty: 4898.248047
	Iteration 23Q: 3 clusters Score -2489207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2489214.500000 Penalty: 4898.248047
	Iteration 24Q: 3 clusters Score -2489214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2489229.500000 Penalty: 4898.248047
	Iteration 25Q: 3 clusters Score -2489230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2489232.500000 Penalty: 4898.248047
	Iteration 26Q: 3 clusters Score -2489232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2489233.750000 Penalty: 4898.248047
	Iteration 27Q: 3 clusters Score -2489234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2489237.250000 Penalty: 4898.248047
	Iteration 28Q: 3 clusters Score -2489237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2489239.000000 Penalty: 4898.248047
	Iteration 29Q: 3 clusters Score -2489239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2489239.000000 Penalty: 4898.248047
	Iteration 30Q: 3 clusters Score -2489239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2489241.500000 Penalty: 4898.248047
	Iteration 31Q: 3 clusters Score -2489242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2489243.000000 Penalty: 4898.248047
	Iteration 32Q: 3 clusters Score -2489243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2489241.250000 Penalty: 4898.248047
	Iteration 33Q: 3 clusters Score -2489241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2489241.250000 Penalty: 4898.248047
	Iteration 34F: 3 clusters Score -2489241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Entering Unmasked Estep 
Score: -2248257.000000 Penalty: 2420.342285
	Iteration 0F: 2 clusters Score -2248257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2235939.000000 Penalty: 4840.684570
	Iteration 0F: 3 clusters Score -2235939 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2239874.500000 Penalty: 4840.684570
	Iteration 1F: 3 clusters Score -2239874 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2240176.000000 Penalty: 4840.684570
	Iteration 2F: 3 clusters Score -2240176 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2240397.250000 Penalty: 4840.684570
	Iteration 3Q: 3 clusters Score -2240397 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2240564.500000 Penalty: 4840.684570
	Iteration 4Q: 3 clusters Score -2240564 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2240700.750000 Penalty: 4840.684570
	Iteration 5Q: 3 clusters Score -2240701 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2240840.500000 Penalty: 4840.684570
	Iteration 6Q: 3 clusters Score -2240840 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2240991.750000 Penalty: 4840.684570
	Iteration 7Q: 3 clusters Score -2240992 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2241186.250000 Penalty: 4840.684570
	Iteration 8Q: 3 clusters Score -2241186 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2241471.750000 Penalty: 4840.684570
	Iteration 9Q: 3 clusters Score -2241472 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2241889.250000 Penalty: 4840.684570
	Iteration 10Q: 3 clusters Score -2241889 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2242438.000000 Penalty: 4840.684570
	Iteration 11F: 3 clusters Score -2242438 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2243156.000000 Penalty: 4840.684570
	Iteration 12F: 3 clusters Score -2243156 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2243962.750000 Penalty: 4840.684570
	Iteration 13F: 3 clusters Score -2243963 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2244686.250000 Penalty: 4840.684570
	Iteration 14Q: 3 clusters Score -2244686 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2245209.000000 Penalty: 4840.684570
	Iteration 15Q: 3 clusters Score -2245209 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2245543.000000 Penalty: 4840.684570
	Iteration 16Q: 3 clusters Score -2245543 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2245748.250000 Penalty: 4840.684570
	Iteration 17Q: 3 clusters Score -2245748 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2245889.000000 Penalty: 4840.684570
	Iteration 18Q: 3 clusters Score -2245889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2245985.250000 Penalty: 4840.684570
	Iteration 19Q: 3 clusters Score -2245985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2246027.000000 Penalty: 4840.684570
	Iteration 20F: 3 clusters Score -2246027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2246054.000000 Penalty: 4840.684570
	Iteration 21Q: 3 clusters Score -2246054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2246079.750000 Penalty: 4840.684570
	Iteration 22Q: 3 clusters Score -2246080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2246100.250000 Penalty: 4840.684570
	Iteration 23Q: 3 clusters Score -2246100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2246109.000000 Penalty: 4840.684570
	Iteration 24Q: 3 clusters Score -2246109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2246121.000000 Penalty: 4840.684570
	Iteration 25Q: 3 clusters Score -2246121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2246125.500000 Penalty: 4840.684570
	Iteration 26Q: 3 clusters Score -2246126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2246133.000000 Penalty: 4840.684570
	Iteration 27Q: 3 clusters Score -2246133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2246142.750000 Penalty: 4840.684570
	Iteration 28Q: 3 clusters Score -2246143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2246150.250000 Penalty: 4840.684570
	Iteration 29Q: 3 clusters Score -2246150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2246154.750000 Penalty: 4840.684570
	Iteration 30Q: 3 clusters Score -2246155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2246158.250000 Penalty: 4840.684570
	Iteration 31Q: 3 clusters Score -2246158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2246159.750000 Penalty: 4840.684570
	Iteration 32Q: 3 clusters Score -2246160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2246157.750000 Penalty: 4840.684570
	Iteration 33Q: 3 clusters Score -2246158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2246157.750000 Penalty: 4840.684570
	Iteration 34F: 3 clusters Score -2246158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Entering Unmasked Estep 
Score: -1066079.125000 Penalty: 2253.698730
	Iteration 0F: 2 clusters Score -1066079 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 4419 members 
Entering Unmasked Estep 
Score: -1059141.500000 Penalty: 4507.397461
	Iteration 0F: 3 clusters Score -1059142 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1061341.125000 Penalty: 4507.397461
	Iteration 1F: 3 clusters Score -1061341 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1061823.375000 Penalty: 4507.397461
	Iteration 2F: 3 clusters Score -1061823 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1062272.500000 Penalty: 4507.397461
	Iteration 3F: 3 clusters Score -1062272 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1062723.625000 Penalty: 4507.397461
	Iteration 4F: 3 clusters Score -1062724 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1063130.250000 Penalty: 4507.397461
	Iteration 5F: 3 clusters Score -1063130 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1063528.625000 Penalty: 4507.397461
	Iteration 6F: 3 clusters Score -1063529 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1063915.500000 Penalty: 4507.397461
	Iteration 7F: 3 clusters Score -1063916 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1064250.375000 Penalty: 4507.397461
	Iteration 8Q: 3 clusters Score -1064250 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1064496.125000 Penalty: 4507.397461
	Iteration 9Q: 3 clusters Score -1064496 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1064663.500000 Penalty: 4507.397461
	Iteration 10Q: 3 clusters Score -1064664 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1064750.000000 Penalty: 4507.397461
	Iteration 11Q: 3 clusters Score -1064750 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1064812.500000 Penalty: 4507.397461
	Iteration 12Q: 3 clusters Score -1064812 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1064852.125000 Penalty: 4507.397461
	Iteration 13Q: 3 clusters Score -1064852 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1064888.625000 Penalty: 4507.397461
	Iteration 14Q: 3 clusters Score -1064889 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1064918.875000 Penalty: 4507.397461
	Iteration 15Q: 3 clusters Score -1064919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1064938.000000 Penalty: 4507.397461
	Iteration 16Q: 3 clusters Score -1064938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1064949.625000 Penalty: 4507.397461
	Iteration 17Q: 3 clusters Score -1064950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1064955.000000 Penalty: 4507.397461
	Iteration 18Q: 3 clusters Score -1064955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1064963.000000 Penalty: 4507.397461
	Iteration 19Q: 3 clusters Score -1064963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1064970.125000 Penalty: 4507.397461
	Iteration 20F: 3 clusters Score -1064970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1064981.500000 Penalty: 4507.397461
	Iteration 21Q: 3 clusters Score -1064982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1064993.875000 Penalty: 4507.397461
	Iteration 22Q: 3 clusters Score -1064994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1065003.250000 Penalty: 4507.397461
	Iteration 23Q: 3 clusters Score -1065003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1065015.125000 Penalty: 4507.397461
	Iteration 24Q: 3 clusters Score -1065015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1065021.500000 Penalty: 4507.397461
	Iteration 25Q: 3 clusters Score -1065022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1065027.375000 Penalty: 4507.397461
	Iteration 26Q: 3 clusters Score -1065027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1065030.500000 Penalty: 4507.397461
	Iteration 27Q: 3 clusters Score -1065030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1065036.750000 Penalty: 4507.397461
	Iteration 28Q: 3 clusters Score -1065037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1065040.250000 Penalty: 4507.397461
	Iteration 29Q: 3 clusters Score -1065040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1065040.875000 Penalty: 4507.397461
	Iteration 30Q: 3 clusters Score -1065041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1065044.375000 Penalty: 4507.397461
	Iteration 31Q: 3 clusters Score -1065044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1065047.625000 Penalty: 4507.397461
	Iteration 32Q: 3 clusters Score -1065048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1065057.750000 Penalty: 4507.397461
	Iteration 33Q: 3 clusters Score -1065058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1065065.500000 Penalty: 4507.397461
	Iteration 34Q: 3 clusters Score -1065066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1065074.250000 Penalty: 4507.397461
	Iteration 35Q: 3 clusters Score -1065074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1065081.125000 Penalty: 4507.397461
	Iteration 36Q: 3 clusters Score -1065081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1065082.625000 Penalty: 4507.397461
	Iteration 37Q: 3 clusters Score -1065083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1065088.375000 Penalty: 4507.397461
	Iteration 38Q: 3 clusters Score -1065088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1065094.875000 Penalty: 4507.397461
	Iteration 39Q: 3 clusters Score -1065095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1065103.500000 Penalty: 4507.397461
	Iteration 40F: 3 clusters Score -1065104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1065113.125000 Penalty: 4507.397461
	Iteration 41Q: 3 clusters Score -1065113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1065120.375000 Penalty: 4507.397461
	Iteration 42Q: 3 clusters Score -1065120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1065129.375000 Penalty: 4507.397461
	Iteration 43Q: 3 clusters Score -1065129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1065134.125000 Penalty: 4507.397461
	Iteration 44Q: 3 clusters Score -1065134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1065140.500000 Penalty: 4507.397461
	Iteration 45Q: 3 clusters Score -1065140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1065143.125000 Penalty: 4507.397461
	Iteration 46Q: 3 clusters Score -1065143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1065147.875000 Penalty: 4507.397461
	Iteration 47Q: 3 clusters Score -1065148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1065152.500000 Penalty: 4507.397461
	Iteration 48Q: 3 clusters Score -1065152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1065154.625000 Penalty: 4507.397461
	Iteration 49Q: 3 clusters Score -1065155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1065155.750000 Penalty: 4507.397461
	Iteration 50Q: 3 clusters Score -1065156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1065157.000000 Penalty: 4507.397461
	Iteration 51Q: 3 clusters Score -1065157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1065162.500000 Penalty: 4507.397461
	Iteration 52Q: 3 clusters Score -1065162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1065162.375000 Penalty: 4507.397461
	Iteration 53Q: 3 clusters Score -1065162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1065166.500000 Penalty: 4507.397461
	Iteration 54Q: 3 clusters Score -1065166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1065168.750000 Penalty: 4507.397461
	Iteration 55Q: 3 clusters Score -1065169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1065171.625000 Penalty: 4507.397461
	Iteration 56Q: 3 clusters Score -1065172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1065176.000000 Penalty: 4507.397461
	Iteration 57Q: 3 clusters Score -1065176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1065176.125000 Penalty: 4507.397461
	Iteration 58Q: 3 clusters Score -1065176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1065182.250000 Penalty: 4507.397461
	Iteration 59Q: 3 clusters Score -1065182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1065185.750000 Penalty: 4507.397461
	Iteration 60F: 3 clusters Score -1065186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1065187.125000 Penalty: 4507.397461
	Iteration 61Q: 3 clusters Score -1065187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1065189.250000 Penalty: 4507.397461
	Iteration 62Q: 3 clusters Score -1065189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1065187.500000 Penalty: 4507.397461
	Iteration 63Q: 3 clusters Score -1065188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1065187.625000 Penalty: 4507.397461
	Iteration 64Q: 3 clusters Score -1065188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1065187.375000 Penalty: 4507.397461
	Iteration 65Q: 3 clusters Score -1065187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1065187.375000 Penalty: 4507.397461
	Iteration 66F: 3 clusters Score -1065187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Entering Unmasked Estep 
Score: -1951072.375000 Penalty: 2393.602539
	Iteration 0F: 2 clusters Score -1951072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1939909.500000 Penalty: 4787.205078
	Iteration 0F: 3 clusters Score -1939910 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1943452.500000 Penalty: 4787.205078
	Iteration 1F: 3 clusters Score -1943452 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1943807.750000 Penalty: 4787.205078
	Iteration 2F: 3 clusters Score -1943808 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1944131.125000 Penalty: 4787.205078
	Iteration 3Q: 3 clusters Score -1944131 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1944441.125000 Penalty: 4787.205078
	Iteration 4Q: 3 clusters Score -1944441 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1944808.625000 Penalty: 4787.205078
	Iteration 5Q: 3 clusters Score -1944809 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1945250.125000 Penalty: 4787.205078
	Iteration 6Q: 3 clusters Score -1945250 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1945674.500000 Penalty: 4787.205078
	Iteration 7Q: 3 clusters Score -1945674 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1946033.250000 Penalty: 4787.205078
	Iteration 8Q: 3 clusters Score -1946033 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1946307.500000 Penalty: 4787.205078
	Iteration 9Q: 3 clusters Score -1946308 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1946548.375000 Penalty: 4787.205078
	Iteration 10Q: 3 clusters Score -1946548 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1946736.125000 Penalty: 4787.205078
	Iteration 11Q: 3 clusters Score -1946736 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1946916.625000 Penalty: 4787.205078
	Iteration 12Q: 3 clusters Score -1946917 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1947047.125000 Penalty: 4787.205078
	Iteration 13Q: 3 clusters Score -1947047 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1947179.000000 Penalty: 4787.205078
	Iteration 14Q: 3 clusters Score -1947179 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1947288.000000 Penalty: 4787.205078
	Iteration 15Q: 3 clusters Score -1947288 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1947413.875000 Penalty: 4787.205078
	Iteration 16Q: 3 clusters Score -1947414 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1947520.625000 Penalty: 4787.205078
	Iteration 17Q: 3 clusters Score -1947521 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1947634.500000 Penalty: 4787.205078
	Iteration 18Q: 3 clusters Score -1947634 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1947726.250000 Penalty: 4787.205078
	Iteration 19Q: 3 clusters Score -1947726 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1947836.000000 Penalty: 4787.205078
	Iteration 20F: 3 clusters Score -1947836 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1947934.000000 Penalty: 4787.205078
	Iteration 21Q: 3 clusters Score -1947934 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1948043.125000 Penalty: 4787.205078
	Iteration 22Q: 3 clusters Score -1948043 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1948132.125000 Penalty: 4787.205078
	Iteration 23Q: 3 clusters Score -1948132 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1948208.625000 Penalty: 4787.205078
	Iteration 24Q: 3 clusters Score -1948209 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1948280.750000 Penalty: 4787.205078
	Iteration 25Q: 3 clusters Score -1948281 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1948335.375000 Penalty: 4787.205078
	Iteration 26Q: 3 clusters Score -1948335 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1948399.000000 Penalty: 4787.205078
	Iteration 27Q: 3 clusters Score -1948399 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1948454.625000 Penalty: 4787.205078
	Iteration 28Q: 3 clusters Score -1948455 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1948514.250000 Penalty: 4787.205078
	Iteration 29Q: 3 clusters Score -1948514 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1948576.250000 Penalty: 4787.205078
	Iteration 30Q: 3 clusters Score -1948576 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1948639.625000 Penalty: 4787.205078
	Iteration 31Q: 3 clusters Score -1948640 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1948682.000000 Penalty: 4787.205078
	Iteration 32Q: 3 clusters Score -1948682 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1948751.375000 Penalty: 4787.205078
	Iteration 33Q: 3 clusters Score -1948751 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1948789.375000 Penalty: 4787.205078
	Iteration 34Q: 3 clusters Score -1948789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1948818.750000 Penalty: 4787.205078
	Iteration 35Q: 3 clusters Score -1948819 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1948851.625000 Penalty: 4787.205078
	Iteration 36Q: 3 clusters Score -1948852 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1948871.375000 Penalty: 4787.205078
	Iteration 37Q: 3 clusters Score -1948871 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1948902.250000 Penalty: 4787.205078
	Iteration 38Q: 3 clusters Score -1948902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1948920.750000 Penalty: 4787.205078
	Iteration 39Q: 3 clusters Score -1948921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1948947.375000 Penalty: 4787.205078
	Iteration 40F: 3 clusters Score -1948947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1948954.875000 Penalty: 4787.205078
	Iteration 41Q: 3 clusters Score -1948955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1948970.125000 Penalty: 4787.205078
	Iteration 42Q: 3 clusters Score -1948970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1948985.000000 Penalty: 4787.205078
	Iteration 43Q: 3 clusters Score -1948985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1948991.375000 Penalty: 4787.205078
	Iteration 44Q: 3 clusters Score -1948991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1949004.125000 Penalty: 4787.205078
	Iteration 45Q: 3 clusters Score -1949004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1949021.000000 Penalty: 4787.205078
	Iteration 46Q: 3 clusters Score -1949021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1949030.000000 Penalty: 4787.205078
	Iteration 47Q: 3 clusters Score -1949030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1949038.000000 Penalty: 4787.205078
	Iteration 48Q: 3 clusters Score -1949038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1949043.750000 Penalty: 4787.205078
	Iteration 49Q: 3 clusters Score -1949044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1949053.000000 Penalty: 4787.205078
	Iteration 50Q: 3 clusters Score -1949053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1949056.500000 Penalty: 4787.205078
	Iteration 51Q: 3 clusters Score -1949056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1949060.750000 Penalty: 4787.205078
	Iteration 52Q: 3 clusters Score -1949061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1949063.000000 Penalty: 4787.205078
	Iteration 53Q: 3 clusters Score -1949063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1949061.750000 Penalty: 4787.205078
	Iteration 54Q: 3 clusters Score -1949062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1949064.625000 Penalty: 4787.205078
	Iteration 55Q: 3 clusters Score -1949065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1949072.625000 Penalty: 4787.205078
	Iteration 56Q: 3 clusters Score -1949073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1949072.875000 Penalty: 4787.205078
	Iteration 57Q: 3 clusters Score -1949073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1949077.000000 Penalty: 4787.205078
	Iteration 58Q: 3 clusters Score -1949077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1949078.500000 Penalty: 4787.205078
	Iteration 59Q: 3 clusters Score -1949078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1949079.750000 Penalty: 4787.205078
	Iteration 60F: 3 clusters Score -1949080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1949082.250000 Penalty: 4787.205078
	Iteration 61Q: 3 clusters Score -1949082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1949084.500000 Penalty: 4787.205078
	Iteration 62Q: 3 clusters Score -1949084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1949082.250000 Penalty: 4787.205078
	Iteration 63Q: 3 clusters Score -1949082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1949081.875000 Penalty: 4787.205078
	Iteration 64Q: 3 clusters Score -1949082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1949084.125000 Penalty: 4787.205078
	Iteration 65Q: 3 clusters Score -1949084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1949085.125000 Penalty: 4787.205078
	Iteration 66Q: 3 clusters Score -1949085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1949086.250000 Penalty: 4787.205078
	Iteration 67Q: 3 clusters Score -1949086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1949086.375000 Penalty: 4787.205078
	Iteration 68Q: 3 clusters Score -1949086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1949087.125000 Penalty: 4787.205078
	Iteration 69Q: 3 clusters Score -1949087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1949089.625000 Penalty: 4787.205078
	Iteration 70Q: 3 clusters Score -1949090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1949089.375000 Penalty: 4787.205078
	Iteration 71Q: 3 clusters Score -1949089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1949094.375000 Penalty: 4787.205078
	Iteration 72Q: 3 clusters Score -1949094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1949093.750000 Penalty: 4787.205078
	Iteration 73Q: 3 clusters Score -1949094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1949093.750000 Penalty: 4787.205078
	Iteration 74F: 3 clusters Score -1949094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (129285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129285 members 
Entering Unmasked Estep 
Score: -16525925.000000 Penalty: 2918.904053
	Iteration 0F: 2 clusters Score -1.652592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -16439846.000000 Penalty: 5837.808105
	Iteration 0F: 3 clusters Score -1.643985e+07 nChanged 61647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -16475023.000000 Penalty: 5837.808105
	Iteration 1F: 3 clusters Score -1.647502e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70562 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -16476165.000000 Penalty: 5837.808105
	Iteration 2Q: 3 clusters Score -1.647616e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -16477532.000000 Penalty: 5837.808105
	Iteration 3Q: 3 clusters Score -1.647753e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -16479784.000000 Penalty: 5837.808105
	Iteration 4Q: 3 clusters Score -1.647978e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84856 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -16483777.000000 Penalty: 5837.808105
	Iteration 5F: 3 clusters Score -1.648378e+07 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94248 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -16490672.000000 Penalty: 5837.808105
	Iteration 6F: 3 clusters Score -1.649067e+07 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105899 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -16501312.000000 Penalty: 5837.808105
	Iteration 7F: 3 clusters Score -1.650131e+07 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117241 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -16512122.000000 Penalty: 5837.808105
	Iteration 8F: 3 clusters Score -1.651212e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124663 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -16519023.000000 Penalty: 5837.808105
	Iteration 9F: 3 clusters Score -1.651902e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127785 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -16521919.000000 Penalty: 5837.808105
	Iteration 10Q: 3 clusters Score -1.652192e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128764 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -16522851.000000 Penalty: 5837.808105
	Iteration 11Q: 3 clusters Score -1.652285e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128987 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16523158.000000 Penalty: 5837.808105
	Iteration 12Q: 3 clusters Score -1.652316e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129045 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16523262.000000 Penalty: 5837.808105
	Iteration 13Q: 3 clusters Score -1.652326e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129073 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16523302.000000 Penalty: 5837.808105
	Iteration 14Q: 3 clusters Score -1.65233e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129078 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16523343.000000 Penalty: 5837.808105
	Iteration 15Q: 3 clusters Score -1.652334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129082 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16523361.000000 Penalty: 5837.808105
	Iteration 16Q: 3 clusters Score -1.652336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129085 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16523357.000000 Penalty: 5837.808105
	Iteration 17Q: 3 clusters Score -1.652336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16523378.000000 Penalty: 5837.808105
	Iteration 18Q: 3 clusters Score -1.652338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16523378.000000 Penalty: 5837.808105
	Iteration 19Q: 3 clusters Score -1.652338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129088 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16523376.000000 Penalty: 5837.808105
	Iteration 20F: 3 clusters Score -1.652338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129089 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16523376.000000 Penalty: 5837.808105
	Iteration 21Q: 3 clusters Score -1.652338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129089 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16523376.000000 Penalty: 5837.808105
	Iteration 22F: 3 clusters Score -1.652338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101621 members 
Entering Unmasked Estep 
Score: -12804155.000000 Penalty: 2859.193359
	Iteration 0F: 2 clusters Score -1.280416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -12736280.000000 Penalty: 5718.386719
	Iteration 0F: 3 clusters Score -1.273628e+07 nChanged 47922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -12764701.000000 Penalty: 5718.386719
	Iteration 1F: 3 clusters Score -1.27647e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -12766975.000000 Penalty: 5718.386719
	Iteration 2F: 3 clusters Score -1.276698e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -12770939.000000 Penalty: 5718.386719
	Iteration 3F: 3 clusters Score -1.277094e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -12777051.000000 Penalty: 5718.386719
	Iteration 4F: 3 clusters Score -1.277705e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -12784555.000000 Penalty: 5718.386719
	Iteration 5F: 3 clusters Score -1.278456e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 89516 members 
Entering Unmasked Estep 
Score: -12791327.000000 Penalty: 5718.386719
	Iteration 6F: 3 clusters Score -1.279133e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 94795 members 
Entering Unmasked Estep 
Score: -12796305.000000 Penalty: 5718.386719
	Iteration 7F: 3 clusters Score -1.27963e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 97964 members 
Entering Unmasked Estep 
Score: -12799135.000000 Penalty: 5718.386719
	Iteration 8Q: 3 clusters Score -1.279914e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 99545 members 
Entering Unmasked Estep 
Score: -12800524.000000 Penalty: 5718.386719
	Iteration 9Q: 3 clusters Score -1.280052e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 100265 members 
Entering Unmasked Estep 
Score: -12801138.000000 Penalty: 5718.386719
	Iteration 10Q: 3 clusters Score -1.280114e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 100578 members 
Entering Unmasked Estep 
Score: -12801443.000000 Penalty: 5718.386719
	Iteration 11Q: 3 clusters Score -1.280144e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 100735 members 
Entering Unmasked Estep 
Score: -12801631.000000 Penalty: 5718.386719
	Iteration 12Q: 3 clusters Score -1.280163e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -12801728.000000 Penalty: 5718.386719
	Iteration 13Q: 3 clusters Score -1.280173e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -12801835.000000 Penalty: 5718.386719
	Iteration 14Q: 3 clusters Score -1.280184e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -12801922.000000 Penalty: 5718.386719
	Iteration 15Q: 3 clusters Score -1.280192e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -12802012.000000 Penalty: 5718.386719
	Iteration 16Q: 3 clusters Score -1.280201e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -12802097.000000 Penalty: 5718.386719
	Iteration 17Q: 3 clusters Score -1.28021e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 100923 members 
Entering Unmasked Estep 
Score: -12802134.000000 Penalty: 5718.386719
	Iteration 18Q: 3 clusters Score -1.280213e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 100915 members 
Entering Unmasked Estep 
Score: -12802179.000000 Penalty: 5718.386719
	Iteration 19Q: 3 clusters Score -1.280218e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 100914 members 
Entering Unmasked Estep 
Score: -12802221.000000 Penalty: 5718.386719
	Iteration 20F: 3 clusters Score -1.280222e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -12802246.000000 Penalty: 5718.386719
	Iteration 21Q: 3 clusters Score -1.280225e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 100912 members 
Entering Unmasked Estep 
Score: -12802280.000000 Penalty: 5718.386719
	Iteration 22Q: 3 clusters Score -1.280228e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 100909 members 
Entering Unmasked Estep 
Score: -12802309.000000 Penalty: 5718.386719
	Iteration 23Q: 3 clusters Score -1.280231e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 100904 members 
Entering Unmasked Estep 
Score: -12802331.000000 Penalty: 5718.386719
	Iteration 24Q: 3 clusters Score -1.280233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 100903 members 
Entering Unmasked Estep 
Score: -12802347.000000 Penalty: 5718.386719
	Iteration 25Q: 3 clusters Score -1.280235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -12802369.000000 Penalty: 5718.386719
	Iteration 26Q: 3 clusters Score -1.280237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 100887 members 
Entering Unmasked Estep 
Score: -12802382.000000 Penalty: 5718.386719
	Iteration 27Q: 3 clusters Score -1.280238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -12802391.000000 Penalty: 5718.386719
	Iteration 28Q: 3 clusters Score -1.280239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -12802404.000000 Penalty: 5718.386719
	Iteration 29Q: 3 clusters Score -1.28024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -12802402.000000 Penalty: 5718.386719
	Iteration 30Q: 3 clusters Score -1.28024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -12802400.000000 Penalty: 5718.386719
	Iteration 31Q: 3 clusters Score -1.28024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -12802407.000000 Penalty: 5718.386719
	Iteration 32Q: 3 clusters Score -1.280241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -12802411.000000 Penalty: 5718.386719
	Iteration 33Q: 3 clusters Score -1.280241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 100872 members 
Entering Unmasked Estep 
Score: -12802409.000000 Penalty: 5718.386719
	Iteration 34Q: 3 clusters Score -1.280241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 100872 members 
Entering Unmasked Estep 
Score: -12802409.000000 Penalty: 5718.386719
	Iteration 35Q: 3 clusters Score -1.280241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -12802414.000000 Penalty: 5718.386719
	Iteration 36Q: 3 clusters Score -1.280241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -12802415.000000 Penalty: 5718.386719
	Iteration 37Q: 3 clusters Score -1.280242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -12802413.000000 Penalty: 5718.386719
	Iteration 38Q: 3 clusters Score -1.280241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -12802415.000000 Penalty: 5718.386719
	Iteration 39Q: 3 clusters Score -1.280242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -12802414.000000 Penalty: 5718.386719
	Iteration 40F: 3 clusters Score -1.280241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
Score: -12802418.000000 Penalty: 5718.386719
	Iteration 41Q: 3 clusters Score -1.280242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 100872 members 
Entering Unmasked Estep 
Score: -12802415.000000 Penalty: 5718.386719
	Iteration 42Q: 3 clusters Score -1.280242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -12802419.000000 Penalty: 5718.386719
	Iteration 43Q: 3 clusters Score -1.280242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -12802419.000000 Penalty: 5718.386719
	Iteration 44Q: 3 clusters Score -1.280242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -12802413.000000 Penalty: 5718.386719
	Iteration 45Q: 3 clusters Score -1.280241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -12802413.000000 Penalty: 5718.386719
	Iteration 46F: 3 clusters Score -1.280241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Entering Unmasked Estep 
Score: -3831338.500000 Penalty: 2560.402344
	Iteration 0F: 2 clusters Score -3831338 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 15217 members 
Entering Unmasked Estep 
Score: -3810553.250000 Penalty: 5120.804688
	Iteration 0F: 3 clusters Score -3810553 nChanged 13631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3818008.750000 Penalty: 5120.804688
	Iteration 1F: 3 clusters Score -3818009 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3818792.000000 Penalty: 5120.804688
	Iteration 2F: 3 clusters Score -3818792 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3819611.750000 Penalty: 5120.804688
	Iteration 3F: 3 clusters Score -3819612 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3820487.500000 Penalty: 5120.804688
	Iteration 4F: 3 clusters Score -3820488 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3821383.250000 Penalty: 5120.804688
	Iteration 5F: 3 clusters Score -3821383 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3822209.500000 Penalty: 5120.804688
	Iteration 6F: 3 clusters Score -3822210 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3823083.250000 Penalty: 5120.804688
	Iteration 7F: 3 clusters Score -3823083 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -3823832.250000 Penalty: 5120.804688
	Iteration 8Q: 3 clusters Score -3823832 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3824605.750000 Penalty: 5120.804688
	Iteration 9Q: 3 clusters Score -3824606 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3825351.000000 Penalty: 5120.804688
	Iteration 10Q: 3 clusters Score -3825351 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3826058.500000 Penalty: 5120.804688
	Iteration 11Q: 3 clusters Score -3826058 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3826732.500000 Penalty: 5120.804688
	Iteration 12Q: 3 clusters Score -3826732 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3827336.000000 Penalty: 5120.804688
	Iteration 13Q: 3 clusters Score -3827336 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3827871.250000 Penalty: 5120.804688
	Iteration 14Q: 3 clusters Score -3827871 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3828330.500000 Penalty: 5120.804688
	Iteration 15Q: 3 clusters Score -3828330 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3828711.750000 Penalty: 5120.804688
	Iteration 16Q: 3 clusters Score -3828712 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3829011.000000 Penalty: 5120.804688
	Iteration 17Q: 3 clusters Score -3829011 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3829354.000000 Penalty: 5120.804688
	Iteration 18Q: 3 clusters Score -3829354 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3829645.000000 Penalty: 5120.804688
	Iteration 19Q: 3 clusters Score -3829645 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3829899.000000 Penalty: 5120.804688
	Iteration 20F: 3 clusters Score -3829899 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3830126.500000 Penalty: 5120.804688
	Iteration 21Q: 3 clusters Score -3830126 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3830298.750000 Penalty: 5120.804688
	Iteration 22Q: 3 clusters Score -3830299 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3830424.500000 Penalty: 5120.804688
	Iteration 23Q: 3 clusters Score -3830424 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3830503.750000 Penalty: 5120.804688
	Iteration 24Q: 3 clusters Score -3830504 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3830547.750000 Penalty: 5120.804688
	Iteration 25Q: 3 clusters Score -3830548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3830572.750000 Penalty: 5120.804688
	Iteration 26Q: 3 clusters Score -3830573 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3830605.500000 Penalty: 5120.804688
	Iteration 27Q: 3 clusters Score -3830606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3830630.500000 Penalty: 5120.804688
	Iteration 28Q: 3 clusters Score -3830630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3830646.500000 Penalty: 5120.804688
	Iteration 29Q: 3 clusters Score -3830646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3830659.750000 Penalty: 5120.804688
	Iteration 30Q: 3 clusters Score -3830660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3830676.000000 Penalty: 5120.804688
	Iteration 31Q: 3 clusters Score -3830676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3830679.500000 Penalty: 5120.804688
	Iteration 32Q: 3 clusters Score -3830680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3830686.000000 Penalty: 5120.804688
	Iteration 33Q: 3 clusters Score -3830686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3830688.500000 Penalty: 5120.804688
	Iteration 34Q: 3 clusters Score -3830688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3830694.250000 Penalty: 5120.804688
	Iteration 35Q: 3 clusters Score -3830694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3830692.750000 Penalty: 5120.804688
	Iteration 36Q: 3 clusters Score -3830693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3830693.750000 Penalty: 5120.804688
	Iteration 37Q: 3 clusters Score -3830694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3830696.250000 Penalty: 5120.804688
	Iteration 38Q: 3 clusters Score -3830696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3830704.500000 Penalty: 5120.804688
	Iteration 39Q: 3 clusters Score -3830704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3830705.000000 Penalty: 5120.804688
	Iteration 40F: 3 clusters Score -3830705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3830710.500000 Penalty: 5120.804688
	Iteration 41Q: 3 clusters Score -3830710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3830708.500000 Penalty: 5120.804688
	Iteration 42Q: 3 clusters Score -3830708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3830713.000000 Penalty: 5120.804688
	Iteration 43Q: 3 clusters Score -3830713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3830715.250000 Penalty: 5120.804688
	Iteration 44Q: 3 clusters Score -3830715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3830715.750000 Penalty: 5120.804688
	Iteration 45Q: 3 clusters Score -3830716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3830715.750000 Penalty: 5120.804688
	Iteration 46F: 3 clusters Score -3830716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (165949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165949 members 
Entering Unmasked Estep 
Score: -21476602.000000 Penalty: 2980.820068
	Iteration 0F: 2 clusters Score -2.14766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82778 members 
Mstep: Class 2 contains 83171 members 
Entering Unmasked Estep 
Score: -21369640.000000 Penalty: 5961.640137
	Iteration 0F: 3 clusters Score -2.136964e+07 nChanged 79479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -21416562.000000 Penalty: 5961.640137
	Iteration 1F: 3 clusters Score -2.141656e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -21418382.000000 Penalty: 5961.640137
	Iteration 2Q: 3 clusters Score -2.141838e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -21421064.000000 Penalty: 5961.640137
	Iteration 3Q: 3 clusters Score -2.142106e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 100325 members 
Entering Unmasked Estep 
Score: -21425264.000000 Penalty: 5961.640137
	Iteration 4F: 3 clusters Score -2.142526e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -21432310.000000 Penalty: 5961.640137
	Iteration 5F: 3 clusters Score -2.143231e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 118388 members 
Entering Unmasked Estep 
Score: -21442492.000000 Penalty: 5961.640137
	Iteration 6F: 3 clusters Score -2.144249e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 128343 members 
Entering Unmasked Estep 
Score: -21454168.000000 Penalty: 5961.640137
	Iteration 7F: 3 clusters Score -2.145417e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 135822 members 
Entering Unmasked Estep 
Score: -21463996.000000 Penalty: 5961.640137
	Iteration 8F: 3 clusters Score -2.1464e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 140269 members 
Entering Unmasked Estep 
Score: -21469958.000000 Penalty: 5961.640137
	Iteration 9Q: 3 clusters Score -2.146996e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 142811 members 
Entering Unmasked Estep 
Score: -21472772.000000 Penalty: 5961.640137
	Iteration 10Q: 3 clusters Score -2.147277e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 144449 members 
Entering Unmasked Estep 
Score: -21474264.000000 Penalty: 5961.640137
	Iteration 11Q: 3 clusters Score -2.147426e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 145694 members 
Entering Unmasked Estep 
Score: -21474954.000000 Penalty: 5961.640137
	Iteration 12Q: 3 clusters Score -2.147495e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 146653 members 
Entering Unmasked Estep 
Score: -21475338.000000 Penalty: 5961.640137
	Iteration 13Q: 3 clusters Score -2.147534e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 147497 members 
Entering Unmasked Estep 
Score: -21475618.000000 Penalty: 5961.640137
	Iteration 14Q: 3 clusters Score -2.147562e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 148283 members 
Entering Unmasked Estep 
Score: -21475784.000000 Penalty: 5961.640137
	Iteration 15Q: 3 clusters Score -2.147578e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 149022 members 
Entering Unmasked Estep 
Score: -21475814.000000 Penalty: 5961.640137
	Iteration 16Q: 3 clusters Score -2.147581e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 149659 members 
Entering Unmasked Estep 
Score: -21475852.000000 Penalty: 5961.640137
	Iteration 17Q: 3 clusters Score -2.147585e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 150268 members 
Entering Unmasked Estep 
Score: -21475960.000000 Penalty: 5961.640137
	Iteration 18Q: 3 clusters Score -2.147596e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 150806 members 
Entering Unmasked Estep 
Score: -21475978.000000 Penalty: 5961.640137
	Iteration 19Q: 3 clusters Score -2.147598e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 151306 members 
Entering Unmasked Estep 
Score: -21475966.000000 Penalty: 5961.640137
	Iteration 20F: 3 clusters Score -2.147597e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 151773 members 
Entering Unmasked Estep 
Score: -21475960.000000 Penalty: 5961.640137
	Iteration 21Q: 3 clusters Score -2.147596e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 152203 members 
Entering Unmasked Estep 
Score: -21476002.000000 Penalty: 5961.640137
	Iteration 22Q: 3 clusters Score -2.1476e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 152569 members 
Entering Unmasked Estep 
Score: -21475974.000000 Penalty: 5961.640137
	Iteration 23Q: 3 clusters Score -2.147597e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 152926 members 
Entering Unmasked Estep 
Score: -21475972.000000 Penalty: 5961.640137
	Iteration 24Q: 3 clusters Score -2.147597e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 153291 members 
Entering Unmasked Estep 
Score: -21475872.000000 Penalty: 5961.640137
	Iteration 25Q: 3 clusters Score -2.147587e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 153635 members 
Entering Unmasked Estep 
Score: -21475894.000000 Penalty: 5961.640137
	Iteration 26Q: 3 clusters Score -2.147589e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 153939 members 
Entering Unmasked Estep 
Score: -21475936.000000 Penalty: 5961.640137
	Iteration 27Q: 3 clusters Score -2.147594e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 154250 members 
Entering Unmasked Estep 
Score: -21476008.000000 Penalty: 5961.640137
	Iteration 28Q: 3 clusters Score -2.147601e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 154534 members 
Entering Unmasked Estep 
Score: -21475986.000000 Penalty: 5961.640137
	Iteration 29Q: 3 clusters Score -2.147599e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 154845 members 
Entering Unmasked Estep 
Score: -21476006.000000 Penalty: 5961.640137
	Iteration 30Q: 3 clusters Score -2.147601e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 155166 members 
Entering Unmasked Estep 
Score: -21476004.000000 Penalty: 5961.640137
	Iteration 31Q: 3 clusters Score -2.1476e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 155487 members 
Entering Unmasked Estep 
Score: -21475988.000000 Penalty: 5961.640137
	Iteration 32Q: 3 clusters Score -2.147599e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 155753 members 
Entering Unmasked Estep 
Score: -21475936.000000 Penalty: 5961.640137
	Iteration 33Q: 3 clusters Score -2.147594e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 156003 members 
Entering Unmasked Estep 
Score: -21475912.000000 Penalty: 5961.640137
	Iteration 34Q: 3 clusters Score -2.147591e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 156232 members 
Entering Unmasked Estep 
Score: -21475918.000000 Penalty: 5961.640137
	Iteration 35Q: 3 clusters Score -2.147592e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 156454 members 
Entering Unmasked Estep 
Score: -21475918.000000 Penalty: 5961.640137
	Iteration 36Q: 3 clusters Score -2.147592e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 156676 members 
Entering Unmasked Estep 
Score: -21475936.000000 Penalty: 5961.640137
	Iteration 37Q: 3 clusters Score -2.147594e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 156892 members 
Entering Unmasked Estep 
Score: -21475932.000000 Penalty: 5961.640137
	Iteration 38Q: 3 clusters Score -2.147593e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 157090 members 
Entering Unmasked Estep 
Score: -21475898.000000 Penalty: 5961.640137
	Iteration 39Q: 3 clusters Score -2.14759e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 157267 members 
Entering Unmasked Estep 
Score: -21475882.000000 Penalty: 5961.640137
	Iteration 40F: 3 clusters Score -2.147588e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 157444 members 
Entering Unmasked Estep 
Score: -21475866.000000 Penalty: 5961.640137
	Iteration 41Q: 3 clusters Score -2.147587e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 157601 members 
Entering Unmasked Estep 
Score: -21475900.000000 Penalty: 5961.640137
	Iteration 42Q: 3 clusters Score -2.14759e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 157729 members 
Entering Unmasked Estep 
Score: -21475930.000000 Penalty: 5961.640137
	Iteration 43Q: 3 clusters Score -2.147593e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 157823 members 
Entering Unmasked Estep 
Score: -21475954.000000 Penalty: 5961.640137
	Iteration 44Q: 3 clusters Score -2.147595e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 157930 members 
Entering Unmasked Estep 
Score: -21475932.000000 Penalty: 5961.640137
	Iteration 45Q: 3 clusters Score -2.147593e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 158026 members 
Entering Unmasked Estep 
Score: -21475946.000000 Penalty: 5961.640137
	Iteration 46Q: 3 clusters Score -2.147595e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 158121 members 
Entering Unmasked Estep 
Score: -21475948.000000 Penalty: 5961.640137
	Iteration 47Q: 3 clusters Score -2.147595e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 158220 members 
Entering Unmasked Estep 
Score: -21475930.000000 Penalty: 5961.640137
	Iteration 48Q: 3 clusters Score -2.147593e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 158317 members 
Entering Unmasked Estep 
Score: -21475940.000000 Penalty: 5961.640137
	Iteration 49Q: 3 clusters Score -2.147594e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 158413 members 
Entering Unmasked Estep 
Score: -21475984.000000 Penalty: 5961.640137
	Iteration 50Q: 3 clusters Score -2.147598e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 158512 members 
Entering Unmasked Estep 
Score: -21475944.000000 Penalty: 5961.640137
	Iteration 51Q: 3 clusters Score -2.147594e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -21475974.000000 Penalty: 5961.640137
	Iteration 52Q: 3 clusters Score -2.147597e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 158686 members 
Entering Unmasked Estep 
Score: -21476010.000000 Penalty: 5961.640137
	Iteration 53Q: 3 clusters Score -2.147601e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 158761 members 
Entering Unmasked Estep 
Score: -21476002.000000 Penalty: 5961.640137
	Iteration 54Q: 3 clusters Score -2.1476e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 158832 members 
Entering Unmasked Estep 
Score: -21476022.000000 Penalty: 5961.640137
	Iteration 55Q: 3 clusters Score -2.147602e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 158901 members 
Entering Unmasked Estep 
Score: -21476036.000000 Penalty: 5961.640137
	Iteration 56Q: 3 clusters Score -2.147604e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 158972 members 
Entering Unmasked Estep 
Score: -21476024.000000 Penalty: 5961.640137
	Iteration 57Q: 3 clusters Score -2.147602e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 159035 members 
Entering Unmasked Estep 
Score: -21476036.000000 Penalty: 5961.640137
	Iteration 58Q: 3 clusters Score -2.147604e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 159096 members 
Entering Unmasked Estep 
Score: -21476020.000000 Penalty: 5961.640137
	Iteration 59Q: 3 clusters Score -2.147602e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 159161 members 
Entering Unmasked Estep 
Score: -21475988.000000 Penalty: 5961.640137
	Iteration 60F: 3 clusters Score -2.147599e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 159219 members 
Entering Unmasked Estep 
Score: -21476000.000000 Penalty: 5961.640137
	Iteration 61Q: 3 clusters Score -2.1476e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -21475994.000000 Penalty: 5961.640137
	Iteration 62Q: 3 clusters Score -2.147599e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 159319 members 
Entering Unmasked Estep 
Score: -21476004.000000 Penalty: 5961.640137
	Iteration 63Q: 3 clusters Score -2.1476e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -21475966.000000 Penalty: 5961.640137
	Iteration 64Q: 3 clusters Score -2.147597e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 159438 members 
Entering Unmasked Estep 
Score: -21475966.000000 Penalty: 5961.640137
	Iteration 65Q: 3 clusters Score -2.147597e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 159493 members 
Entering Unmasked Estep 
Score: -21475944.000000 Penalty: 5961.640137
	Iteration 66Q: 3 clusters Score -2.147594e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 159536 members 
Entering Unmasked Estep 
Score: -21475954.000000 Penalty: 5961.640137
	Iteration 67Q: 3 clusters Score -2.147595e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 159580 members 
Entering Unmasked Estep 
Score: -21475920.000000 Penalty: 5961.640137
	Iteration 68Q: 3 clusters Score -2.147592e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 159635 members 
Entering Unmasked Estep 
Score: -21475934.000000 Penalty: 5961.640137
	Iteration 69Q: 3 clusters Score -2.147593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 159674 members 
Entering Unmasked Estep 
Score: -21475928.000000 Penalty: 5961.640137
	Iteration 70Q: 3 clusters Score -2.147593e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 159707 members 
Entering Unmasked Estep 
Score: -21475922.000000 Penalty: 5961.640137
	Iteration 71Q: 3 clusters Score -2.147592e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 159735 members 
Entering Unmasked Estep 
Score: -21475910.000000 Penalty: 5961.640137
	Iteration 72Q: 3 clusters Score -2.147591e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 159753 members 
Entering Unmasked Estep 
Score: -21475898.000000 Penalty: 5961.640137
	Iteration 73Q: 3 clusters Score -2.14759e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 159781 members 
Entering Unmasked Estep 
Score: -21475920.000000 Penalty: 5961.640137
	Iteration 74Q: 3 clusters Score -2.147592e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 159813 members 
Entering Unmasked Estep 
Score: -21475920.000000 Penalty: 5961.640137
	Iteration 75Q: 3 clusters Score -2.147592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 159837 members 
Entering Unmasked Estep 
Score: -21475938.000000 Penalty: 5961.640137
	Iteration 76Q: 3 clusters Score -2.147594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 159862 members 
Entering Unmasked Estep 
Score: -21475924.000000 Penalty: 5961.640137
	Iteration 77Q: 3 clusters Score -2.147592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 159876 members 
Entering Unmasked Estep 
Score: -21475934.000000 Penalty: 5961.640137
	Iteration 78Q: 3 clusters Score -2.147593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 159893 members 
Entering Unmasked Estep 
Score: -21475946.000000 Penalty: 5961.640137
	Iteration 79Q: 3 clusters Score -2.147595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 159915 members 
Entering Unmasked Estep 
Score: -21475928.000000 Penalty: 5961.640137
	Iteration 80F: 3 clusters Score -2.147593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 159935 members 
Entering Unmasked Estep 
Score: -21475904.000000 Penalty: 5961.640137
	Iteration 81Q: 3 clusters Score -2.14759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 159951 members 
Entering Unmasked Estep 
Score: -21475938.000000 Penalty: 5961.640137
	Iteration 82Q: 3 clusters Score -2.147594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 159966 members 
Entering Unmasked Estep 
Score: -21475924.000000 Penalty: 5961.640137
	Iteration 83Q: 3 clusters Score -2.147592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 159971 members 
Entering Unmasked Estep 
Score: -21475920.000000 Penalty: 5961.640137
	Iteration 84Q: 3 clusters Score -2.147592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 159978 members 
Entering Unmasked Estep 
Score: -21475924.000000 Penalty: 5961.640137
	Iteration 85Q: 3 clusters Score -2.147592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 159985 members 
Entering Unmasked Estep 
Score: -21475922.000000 Penalty: 5961.640137
	Iteration 86Q: 3 clusters Score -2.147592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 159992 members 
Entering Unmasked Estep 
Score: -21475922.000000 Penalty: 5961.640137
	Iteration 87Q: 3 clusters Score -2.147592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 159997 members 
Entering Unmasked Estep 
Score: -21475916.000000 Penalty: 5961.640137
	Iteration 88Q: 3 clusters Score -2.147592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 160002 members 
Entering Unmasked Estep 
Score: -21475922.000000 Penalty: 5961.640137
	Iteration 89Q: 3 clusters Score -2.147592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 160012 members 
Entering Unmasked Estep 
Score: -21475922.000000 Penalty: 5961.640137
	Iteration 90Q: 3 clusters Score -2.147592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 160021 members 
Entering Unmasked Estep 
Score: -21475926.000000 Penalty: 5961.640137
	Iteration 91Q: 3 clusters Score -2.147593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 160028 members 
Entering Unmasked Estep 
Score: -21475922.000000 Penalty: 5961.640137
	Iteration 92Q: 3 clusters Score -2.147592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 160034 members 
Entering Unmasked Estep 
Score: -21475926.000000 Penalty: 5961.640137
	Iteration 93Q: 3 clusters Score -2.147593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 160038 members 
Entering Unmasked Estep 
Score: -21475922.000000 Penalty: 5961.640137
	Iteration 94Q: 3 clusters Score -2.147592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 160044 members 
Entering Unmasked Estep 
Score: -21475914.000000 Penalty: 5961.640137
	Iteration 95Q: 3 clusters Score -2.147591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 160045 members 
Entering Unmasked Estep 
Score: -21475918.000000 Penalty: 5961.640137
	Iteration 96Q: 3 clusters Score -2.147592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 160045 members 
Entering Unmasked Estep 
Score: -21475918.000000 Penalty: 5961.640137
	Iteration 97F: 3 clusters Score -2.147592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Entering Unmasked Estep 
Score: -957982.000000 Penalty: 2226.520020
	Iteration 0F: 2 clusters Score -957982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -951566.812500 Penalty: 4453.040039
	Iteration 0F: 3 clusters Score -951566.8 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -953336.812500 Penalty: 4453.040039
	Iteration 1F: 3 clusters Score -953336.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -953731.750000 Penalty: 4453.040039
	Iteration 2F: 3 clusters Score -953731.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -954016.625000 Penalty: 4453.040039
	Iteration 3F: 3 clusters Score -954016.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -954227.250000 Penalty: 4453.040039
	Iteration 4Q: 3 clusters Score -954227.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -954395.687500 Penalty: 4453.040039
	Iteration 5Q: 3 clusters Score -954395.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -954542.125000 Penalty: 4453.040039
	Iteration 6Q: 3 clusters Score -954542.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -954668.375000 Penalty: 4453.040039
	Iteration 7Q: 3 clusters Score -954668.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -954794.250000 Penalty: 4453.040039
	Iteration 8Q: 3 clusters Score -954794.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -954914.875000 Penalty: 4453.040039
	Iteration 9Q: 3 clusters Score -954914.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -955043.375000 Penalty: 4453.040039
	Iteration 10Q: 3 clusters Score -955043.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -955198.750000 Penalty: 4453.040039
	Iteration 11Q: 3 clusters Score -955198.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -955391.000000 Penalty: 4453.040039
	Iteration 12Q: 3 clusters Score -955391 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -955610.187500 Penalty: 4453.040039
	Iteration 13Q: 3 clusters Score -955610.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -955820.125000 Penalty: 4453.040039
	Iteration 14Q: 3 clusters Score -955820.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -955984.375000 Penalty: 4453.040039
	Iteration 15Q: 3 clusters Score -955984.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -956094.937500 Penalty: 4453.040039
	Iteration 16Q: 3 clusters Score -956094.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -956180.812500 Penalty: 4453.040039
	Iteration 17Q: 3 clusters Score -956180.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -956235.562500 Penalty: 4453.040039
	Iteration 18Q: 3 clusters Score -956235.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -956269.750000 Penalty: 4453.040039
	Iteration 19Q: 3 clusters Score -956269.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -956296.937500 Penalty: 4453.040039
	Iteration 20F: 3 clusters Score -956296.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -956326.625000 Penalty: 4453.040039
	Iteration 21Q: 3 clusters Score -956326.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -956359.312500 Penalty: 4453.040039
	Iteration 22Q: 3 clusters Score -956359.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -956381.000000 Penalty: 4453.040039
	Iteration 23Q: 3 clusters Score -956381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -956397.562500 Penalty: 4453.040039
	Iteration 24Q: 3 clusters Score -956397.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -956411.187500 Penalty: 4453.040039
	Iteration 25Q: 3 clusters Score -956411.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -956420.375000 Penalty: 4453.040039
	Iteration 26Q: 3 clusters Score -956420.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -956426.375000 Penalty: 4453.040039
	Iteration 27Q: 3 clusters Score -956426.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -956436.562500 Penalty: 4453.040039
	Iteration 28Q: 3 clusters Score -956436.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -956443.875000 Penalty: 4453.040039
	Iteration 29Q: 3 clusters Score -956443.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -956448.000000 Penalty: 4453.040039
	Iteration 30Q: 3 clusters Score -956448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -956451.875000 Penalty: 4453.040039
	Iteration 31Q: 3 clusters Score -956451.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -956454.875000 Penalty: 4453.040039
	Iteration 32Q: 3 clusters Score -956454.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -956457.375000 Penalty: 4453.040039
	Iteration 33Q: 3 clusters Score -956457.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -956459.000000 Penalty: 4453.040039
	Iteration 34Q: 3 clusters Score -956459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -956459.687500 Penalty: 4453.040039
	Iteration 35Q: 3 clusters Score -956459.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -956460.750000 Penalty: 4453.040039
	Iteration 36Q: 3 clusters Score -956460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -956462.687500 Penalty: 4453.040039
	Iteration 37Q: 3 clusters Score -956462.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -956462.500000 Penalty: 4453.040039
	Iteration 38Q: 3 clusters Score -956462.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -956461.500000 Penalty: 4453.040039
	Iteration 39Q: 3 clusters Score -956461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -956462.437500 Penalty: 4453.040039
	Iteration 40F: 3 clusters Score -956462.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Entering Unmasked Estep 
Score: -1642220.875000 Penalty: 2364.364502
	Iteration 0F: 2 clusters Score -1642221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1632157.250000 Penalty: 4728.729004
	Iteration 0F: 3 clusters Score -1632157 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1635607.875000 Penalty: 4728.729004
	Iteration 1F: 3 clusters Score -1635608 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1636387.500000 Penalty: 4728.729004
	Iteration 2F: 3 clusters Score -1636388 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1637303.625000 Penalty: 4728.729004
	Iteration 3F: 3 clusters Score -1637304 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1638297.500000 Penalty: 4728.729004
	Iteration 4F: 3 clusters Score -1638298 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1639263.625000 Penalty: 4728.729004
	Iteration 5F: 3 clusters Score -1639264 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1639993.375000 Penalty: 4728.729004
	Iteration 6F: 3 clusters Score -1639993 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1640419.125000 Penalty: 4728.729004
	Iteration 7F: 3 clusters Score -1640419 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1640610.625000 Penalty: 4728.729004
	Iteration 8Q: 3 clusters Score -1640611 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1640729.875000 Penalty: 4728.729004
	Iteration 9Q: 3 clusters Score -1640730 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1640843.000000 Penalty: 4728.729004
	Iteration 10Q: 3 clusters Score -1640843 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1640958.875000 Penalty: 4728.729004
	Iteration 11Q: 3 clusters Score -1640959 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1641065.625000 Penalty: 4728.729004
	Iteration 12Q: 3 clusters Score -1641066 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1641173.625000 Penalty: 4728.729004
	Iteration 13Q: 3 clusters Score -1641174 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1641250.125000 Penalty: 4728.729004
	Iteration 14Q: 3 clusters Score -1641250 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1641336.375000 Penalty: 4728.729004
	Iteration 15Q: 3 clusters Score -1641336 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1641394.875000 Penalty: 4728.729004
	Iteration 16Q: 3 clusters Score -1641395 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1641441.125000 Penalty: 4728.729004
	Iteration 17Q: 3 clusters Score -1641441 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1641473.875000 Penalty: 4728.729004
	Iteration 18Q: 3 clusters Score -1641474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1641490.250000 Penalty: 4728.729004
	Iteration 19Q: 3 clusters Score -1641490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1641506.875000 Penalty: 4728.729004
	Iteration 20F: 3 clusters Score -1641507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1641515.500000 Penalty: 4728.729004
	Iteration 21Q: 3 clusters Score -1641516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1641523.375000 Penalty: 4728.729004
	Iteration 22Q: 3 clusters Score -1641523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1641535.000000 Penalty: 4728.729004
	Iteration 23Q: 3 clusters Score -1641535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1641538.625000 Penalty: 4728.729004
	Iteration 24Q: 3 clusters Score -1641539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1641543.625000 Penalty: 4728.729004
	Iteration 25Q: 3 clusters Score -1641544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1641540.000000 Penalty: 4728.729004
	Iteration 26Q: 3 clusters Score -1641540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1641549.125000 Penalty: 4728.729004
	Iteration 27Q: 3 clusters Score -1641549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1641552.125000 Penalty: 4728.729004
	Iteration 28Q: 3 clusters Score -1641552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1641554.250000 Penalty: 4728.729004
	Iteration 29Q: 3 clusters Score -1641554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1641559.000000 Penalty: 4728.729004
	Iteration 30Q: 3 clusters Score -1641559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1641559.375000 Penalty: 4728.729004
	Iteration 31Q: 3 clusters Score -1641559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1641560.750000 Penalty: 4728.729004
	Iteration 32Q: 3 clusters Score -1641561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1641564.125000 Penalty: 4728.729004
	Iteration 33Q: 3 clusters Score -1641564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1641566.250000 Penalty: 4728.729004
	Iteration 34Q: 3 clusters Score -1641566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1641566.750000 Penalty: 4728.729004
	Iteration 35Q: 3 clusters Score -1641567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1641569.750000 Penalty: 4728.729004
	Iteration 36Q: 3 clusters Score -1641570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1641573.250000 Penalty: 4728.729004
	Iteration 37Q: 3 clusters Score -1641573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1641574.625000 Penalty: 4728.729004
	Iteration 38Q: 3 clusters Score -1641575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1641577.750000 Penalty: 4728.729004
	Iteration 39Q: 3 clusters Score -1641578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1641573.500000 Penalty: 4728.729004
	Iteration 40F: 3 clusters Score -1641574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1641578.125000 Penalty: 4728.729004
	Iteration 41Q: 3 clusters Score -1641578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1641575.875000 Penalty: 4728.729004
	Iteration 42Q: 3 clusters Score -1641576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1641579.625000 Penalty: 4728.729004
	Iteration 43Q: 3 clusters Score -1641580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1641580.500000 Penalty: 4728.729004
	Iteration 44Q: 3 clusters Score -1641580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1641580.500000 Penalty: 4728.729004
	Iteration 45F: 3 clusters Score -1641580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Entering Unmasked Estep 
Score: -5708528.500000 Penalty: 2657.131592
	Iteration 0F: 2 clusters Score -5708528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -5678202.500000 Penalty: 5314.263184
	Iteration 0F: 3 clusters Score -5678202 nChanged 20711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -5689534.500000 Penalty: 5314.263184
	Iteration 1F: 3 clusters Score -5689534 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -5690225.500000 Penalty: 5314.263184
	Iteration 2Q: 3 clusters Score -5690226 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -5691063.500000 Penalty: 5314.263184
	Iteration 3Q: 3 clusters Score -5691064 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5692236.000000 Penalty: 5314.263184
	Iteration 4F: 3 clusters Score -5692236 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -5694206.000000 Penalty: 5314.263184
	Iteration 5F: 3 clusters Score -5694206 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -5697193.500000 Penalty: 5314.263184
	Iteration 6F: 3 clusters Score -5697194 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -5700835.000000 Penalty: 5314.263184
	Iteration 7F: 3 clusters Score -5700835 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5703725.500000 Penalty: 5314.263184
	Iteration 8F: 3 clusters Score -5703726 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5705115.000000 Penalty: 5314.263184
	Iteration 9Q: 3 clusters Score -5705115 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5705731.000000 Penalty: 5314.263184
	Iteration 10Q: 3 clusters Score -5705731 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5705980.000000 Penalty: 5314.263184
	Iteration 11Q: 3 clusters Score -5705980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5706091.000000 Penalty: 5314.263184
	Iteration 12Q: 3 clusters Score -5706091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5706140.500000 Penalty: 5314.263184
	Iteration 13Q: 3 clusters Score -5706140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5706166.000000 Penalty: 5314.263184
	Iteration 14Q: 3 clusters Score -5706166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5706177.500000 Penalty: 5314.263184
	Iteration 15Q: 3 clusters Score -5706178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5706182.500000 Penalty: 5314.263184
	Iteration 16Q: 3 clusters Score -5706182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5706191.500000 Penalty: 5314.263184
	Iteration 17Q: 3 clusters Score -5706192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5706199.000000 Penalty: 5314.263184
	Iteration 18Q: 3 clusters Score -5706199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5706207.000000 Penalty: 5314.263184
	Iteration 19Q: 3 clusters Score -5706207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5706211.000000 Penalty: 5314.263184
	Iteration 20F: 3 clusters Score -5706211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5706208.000000 Penalty: 5314.263184
	Iteration 21Q: 3 clusters Score -5706208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5706217.000000 Penalty: 5314.263184
	Iteration 22Q: 3 clusters Score -5706217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5706217.000000 Penalty: 5314.263184
	Iteration 23F: 3 clusters Score -5706217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (104392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Entering Unmasked Estep 
Score: -13292039.000000 Penalty: 2865.865234
	Iteration 0F: 2 clusters Score -1.329204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -13222111.000000 Penalty: 5731.730469
	Iteration 0F: 3 clusters Score -1.322211e+07 nChanged 49379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -13250140.000000 Penalty: 5731.730469
	Iteration 1F: 3 clusters Score -1.325014e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -13251074.000000 Penalty: 5731.730469
	Iteration 2Q: 3 clusters Score -1.325107e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -13252166.000000 Penalty: 5731.730469
	Iteration 3Q: 3 clusters Score -1.325217e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -13253277.000000 Penalty: 5731.730469
	Iteration 4Q: 3 clusters Score -1.325328e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -13254820.000000 Penalty: 5731.730469
	Iteration 5Q: 3 clusters Score -1.325482e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -13257006.000000 Penalty: 5731.730469
	Iteration 6Q: 3 clusters Score -1.325701e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -13259388.000000 Penalty: 5731.730469
	Iteration 7F: 3 clusters Score -1.325939e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61390 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -13262180.000000 Penalty: 5731.730469
	Iteration 8F: 3 clusters Score -1.326218e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64779 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -13265088.000000 Penalty: 5731.730469
	Iteration 9F: 3 clusters Score -1.326509e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -13267835.000000 Penalty: 5731.730469
	Iteration 10F: 3 clusters Score -1.326784e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -13270123.000000 Penalty: 5731.730469
	Iteration 11Q: 3 clusters Score -1.327012e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -13272449.000000 Penalty: 5731.730469
	Iteration 12Q: 3 clusters Score -1.327245e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -13274501.000000 Penalty: 5731.730469
	Iteration 13Q: 3 clusters Score -1.32745e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -13276742.000000 Penalty: 5731.730469
	Iteration 14Q: 3 clusters Score -1.327674e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88202 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -13279219.000000 Penalty: 5731.730469
	Iteration 15Q: 3 clusters Score -1.327922e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92035 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -13281743.000000 Penalty: 5731.730469
	Iteration 16Q: 3 clusters Score -1.328174e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95456 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -13284098.000000 Penalty: 5731.730469
	Iteration 17Q: 3 clusters Score -1.32841e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -13286075.000000 Penalty: 5731.730469
	Iteration 18Q: 3 clusters Score -1.328608e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -13287449.000000 Penalty: 5731.730469
	Iteration 19Q: 3 clusters Score -1.328745e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -13288322.000000 Penalty: 5731.730469
	Iteration 20F: 3 clusters Score -1.328832e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -13288807.000000 Penalty: 5731.730469
	Iteration 21Q: 3 clusters Score -1.328881e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102774 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -13289097.000000 Penalty: 5731.730469
	Iteration 22Q: 3 clusters Score -1.32891e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103055 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -13289278.000000 Penalty: 5731.730469
	Iteration 23Q: 3 clusters Score -1.328928e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13289371.000000 Penalty: 5731.730469
	Iteration 24Q: 3 clusters Score -1.328937e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13289487.000000 Penalty: 5731.730469
	Iteration 25Q: 3 clusters Score -1.328949e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13289509.000000 Penalty: 5731.730469
	Iteration 26Q: 3 clusters Score -1.328951e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13289529.000000 Penalty: 5731.730469
	Iteration 27Q: 3 clusters Score -1.328953e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103528 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -13289565.000000 Penalty: 5731.730469
	Iteration 28Q: 3 clusters Score -1.328956e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -13289589.000000 Penalty: 5731.730469
	Iteration 29Q: 3 clusters Score -1.328959e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103583 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -13289611.000000 Penalty: 5731.730469
	Iteration 30Q: 3 clusters Score -1.328961e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -13289604.000000 Penalty: 5731.730469
	Iteration 31Q: 3 clusters Score -1.32896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103621 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -13289605.000000 Penalty: 5731.730469
	Iteration 32Q: 3 clusters Score -1.32896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103630 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13289615.000000 Penalty: 5731.730469
	Iteration 33Q: 3 clusters Score -1.328962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103641 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13289626.000000 Penalty: 5731.730469
	Iteration 34Q: 3 clusters Score -1.328963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103646 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13289626.000000 Penalty: 5731.730469
	Iteration 35Q: 3 clusters Score -1.328963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103653 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -13289648.000000 Penalty: 5731.730469
	Iteration 36Q: 3 clusters Score -1.328965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103661 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -13289662.000000 Penalty: 5731.730469
	Iteration 37Q: 3 clusters Score -1.328966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103669 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -13289669.000000 Penalty: 5731.730469
	Iteration 38Q: 3 clusters Score -1.328967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103673 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -13289675.000000 Penalty: 5731.730469
	Iteration 39Q: 3 clusters Score -1.328968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103674 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13289677.000000 Penalty: 5731.730469
	Iteration 40F: 3 clusters Score -1.328968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103675 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -13289674.000000 Penalty: 5731.730469
	Iteration 41Q: 3 clusters Score -1.328967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103678 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13289675.000000 Penalty: 5731.730469
	Iteration 42Q: 3 clusters Score -1.328968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103685 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13289674.000000 Penalty: 5731.730469
	Iteration 43Q: 3 clusters Score -1.328967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103691 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13289680.000000 Penalty: 5731.730469
	Iteration 44Q: 3 clusters Score -1.328968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -13289675.000000 Penalty: 5731.730469
	Iteration 45Q: 3 clusters Score -1.328968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -13289682.000000 Penalty: 5731.730469
	Iteration 46Q: 3 clusters Score -1.328968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103702 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -13289678.000000 Penalty: 5731.730469
	Iteration 47Q: 3 clusters Score -1.328968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13289679.000000 Penalty: 5731.730469
	Iteration 48Q: 3 clusters Score -1.328968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13289683.000000 Penalty: 5731.730469
	Iteration 49Q: 3 clusters Score -1.328968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13289683.000000 Penalty: 5731.730469
	Iteration 50F: 3 clusters Score -1.328968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Entering Unmasked Estep 
Score: -5363771.000000 Penalty: 2653.567383
	Iteration 0F: 2 clusters Score -5363771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -5333599.000000 Penalty: 5307.134766
	Iteration 0F: 3 clusters Score -5333599 nChanged 20417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -5344990.500000 Penalty: 5307.134766
	Iteration 1F: 3 clusters Score -5344990 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -5345773.000000 Penalty: 5307.134766
	Iteration 2Q: 3 clusters Score -5345773 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -5346752.000000 Penalty: 5307.134766
	Iteration 3Q: 3 clusters Score -5346752 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -5347830.500000 Penalty: 5307.134766
	Iteration 4F: 3 clusters Score -5347830 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -5348965.500000 Penalty: 5307.134766
	Iteration 5F: 3 clusters Score -5348966 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -5350081.000000 Penalty: 5307.134766
	Iteration 6F: 3 clusters Score -5350081 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -5351228.000000 Penalty: 5307.134766
	Iteration 7Q: 3 clusters Score -5351228 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -5352525.500000 Penalty: 5307.134766
	Iteration 8Q: 3 clusters Score -5352526 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -5353941.500000 Penalty: 5307.134766
	Iteration 9F: 3 clusters Score -5353942 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -5355521.000000 Penalty: 5307.134766
	Iteration 10Q: 3 clusters Score -5355521 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -5357064.500000 Penalty: 5307.134766
	Iteration 11Q: 3 clusters Score -5357064 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -5358501.500000 Penalty: 5307.134766
	Iteration 12Q: 3 clusters Score -5358502 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -5359652.000000 Penalty: 5307.134766
	Iteration 13Q: 3 clusters Score -5359652 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -5360565.500000 Penalty: 5307.134766
	Iteration 14Q: 3 clusters Score -5360566 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5361150.000000 Penalty: 5307.134766
	Iteration 15Q: 3 clusters Score -5361150 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5361515.000000 Penalty: 5307.134766
	Iteration 16Q: 3 clusters Score -5361515 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5361773.000000 Penalty: 5307.134766
	Iteration 17Q: 3 clusters Score -5361773 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5361929.000000 Penalty: 5307.134766
	Iteration 18Q: 3 clusters Score -5361929 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5362000.000000 Penalty: 5307.134766
	Iteration 19Q: 3 clusters Score -5362000 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5362053.000000 Penalty: 5307.134766
	Iteration 20F: 3 clusters Score -5362053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5362079.000000 Penalty: 5307.134766
	Iteration 21Q: 3 clusters Score -5362079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5362100.000000 Penalty: 5307.134766
	Iteration 22Q: 3 clusters Score -5362100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5362122.500000 Penalty: 5307.134766
	Iteration 23Q: 3 clusters Score -5362122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5362131.000000 Penalty: 5307.134766
	Iteration 24Q: 3 clusters Score -5362131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5362157.000000 Penalty: 5307.134766
	Iteration 25Q: 3 clusters Score -5362157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5362188.500000 Penalty: 5307.134766
	Iteration 26Q: 3 clusters Score -5362188 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5362230.000000 Penalty: 5307.134766
	Iteration 27Q: 3 clusters Score -5362230 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5362310.500000 Penalty: 5307.134766
	Iteration 28Q: 3 clusters Score -5362310 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5362368.000000 Penalty: 5307.134766
	Iteration 29Q: 3 clusters Score -5362368 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5362413.500000 Penalty: 5307.134766
	Iteration 30Q: 3 clusters Score -5362414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5362439.000000 Penalty: 5307.134766
	Iteration 31Q: 3 clusters Score -5362439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5362453.000000 Penalty: 5307.134766
	Iteration 32Q: 3 clusters Score -5362453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5362469.500000 Penalty: 5307.134766
	Iteration 33Q: 3 clusters Score -5362470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5362468.500000 Penalty: 5307.134766
	Iteration 34Q: 3 clusters Score -5362468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5362472.500000 Penalty: 5307.134766
	Iteration 35Q: 3 clusters Score -5362472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5362486.000000 Penalty: 5307.134766
	Iteration 36Q: 3 clusters Score -5362486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5362487.000000 Penalty: 5307.134766
	Iteration 37Q: 3 clusters Score -5362487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5362484.000000 Penalty: 5307.134766
	Iteration 38Q: 3 clusters Score -5362484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5362496.500000 Penalty: 5307.134766
	Iteration 39Q: 3 clusters Score -5362496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5362502.500000 Penalty: 5307.134766
	Iteration 40F: 3 clusters Score -5362502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5362505.500000 Penalty: 5307.134766
	Iteration 41Q: 3 clusters Score -5362506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5362504.500000 Penalty: 5307.134766
	Iteration 42Q: 3 clusters Score -5362504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5362501.500000 Penalty: 5307.134766
	Iteration 43Q: 3 clusters Score -5362502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5362501.500000 Penalty: 5307.134766
	Iteration 44Q: 3 clusters Score -5362502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5362505.000000 Penalty: 5307.134766
	Iteration 45Q: 3 clusters Score -5362505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5362500.000000 Penalty: 5307.134766
	Iteration 46Q: 3 clusters Score -5362500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5362500.000000 Penalty: 5307.134766
	Iteration 47Q: 3 clusters Score -5362500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5362496.000000 Penalty: 5307.134766
	Iteration 48Q: 3 clusters Score -5362496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5362496.000000 Penalty: 5307.134766
	Iteration 49F: 3 clusters Score -5362496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (260103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260103 members 
Entering Unmasked Estep 
Score: -33620920.000000 Penalty: 3092.270508
	Iteration 0F: 2 clusters Score -3.362092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130208 members 
Mstep: Class 2 contains 129895 members 
Entering Unmasked Estep 
Score: -33462608.000000 Penalty: 6184.541016
	Iteration 0F: 3 clusters Score -3.346261e+07 nChanged 125578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135192 members 
Mstep: Class 2 contains 124911 members 
Entering Unmasked Estep 
Score: -33538322.000000 Penalty: 6184.541016
	Iteration 1F: 3 clusters Score -3.353832e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138632 members 
Mstep: Class 2 contains 121471 members 
Entering Unmasked Estep 
Score: -33541448.000000 Penalty: 6184.541016
	Iteration 2Q: 3 clusters Score -3.354145e+07 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143721 members 
Mstep: Class 2 contains 116382 members 
Entering Unmasked Estep 
Score: -33546596.000000 Penalty: 6184.541016
	Iteration 3Q: 3 clusters Score -3.35466e+07 nChanged 15380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150751 members 
Mstep: Class 2 contains 109352 members 
Entering Unmasked Estep 
Score: -33554294.000000 Penalty: 6184.541016
	Iteration 4F: 3 clusters Score -3.355429e+07 nChanged 17715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159340 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -33565100.000000 Penalty: 6184.541016
	Iteration 5F: 3 clusters Score -3.35651e+07 nChanged 18599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168219 members 
Mstep: Class 2 contains 91884 members 
Entering Unmasked Estep 
Score: -33577960.000000 Penalty: 6184.541016
	Iteration 6F: 3 clusters Score -3.357796e+07 nChanged 17216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174993 members 
Mstep: Class 2 contains 85110 members 
Entering Unmasked Estep 
Score: -33590976.000000 Penalty: 6184.541016
	Iteration 7F: 3 clusters Score -3.359098e+07 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178907 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -33599344.000000 Penalty: 6184.541016
	Iteration 8F: 3 clusters Score -3.359934e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181234 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -33602364.000000 Penalty: 6184.541016
	Iteration 9Q: 3 clusters Score -3.360236e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183003 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -33603952.000000 Penalty: 6184.541016
	Iteration 10Q: 3 clusters Score -3.360395e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184647 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -33604968.000000 Penalty: 6184.541016
	Iteration 11Q: 3 clusters Score -3.360497e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186096 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -33605816.000000 Penalty: 6184.541016
	Iteration 12Q: 3 clusters Score -3.360582e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187476 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -33606780.000000 Penalty: 6184.541016
	Iteration 13Q: 3 clusters Score -3.360678e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188680 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -33607484.000000 Penalty: 6184.541016
	Iteration 14Q: 3 clusters Score -3.360748e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189830 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -33608020.000000 Penalty: 6184.541016
	Iteration 15Q: 3 clusters Score -3.360802e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190881 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -33608400.000000 Penalty: 6184.541016
	Iteration 16Q: 3 clusters Score -3.36084e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191886 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -33608732.000000 Penalty: 6184.541016
	Iteration 17Q: 3 clusters Score -3.360873e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192853 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -33609004.000000 Penalty: 6184.541016
	Iteration 18Q: 3 clusters Score -3.3609e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193781 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -33609064.000000 Penalty: 6184.541016
	Iteration 19Q: 3 clusters Score -3.360906e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194639 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -33609316.000000 Penalty: 6184.541016
	Iteration 20F: 3 clusters Score -3.360932e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195474 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -33609452.000000 Penalty: 6184.541016
	Iteration 21Q: 3 clusters Score -3.360945e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196277 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -33609528.000000 Penalty: 6184.541016
	Iteration 22Q: 3 clusters Score -3.360953e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197038 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -33609712.000000 Penalty: 6184.541016
	Iteration 23Q: 3 clusters Score -3.360971e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197716 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -33609752.000000 Penalty: 6184.541016
	Iteration 24Q: 3 clusters Score -3.360975e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198371 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -33609912.000000 Penalty: 6184.541016
	Iteration 25Q: 3 clusters Score -3.360991e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199021 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -33610028.000000 Penalty: 6184.541016
	Iteration 26Q: 3 clusters Score -3.361003e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199684 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -33610100.000000 Penalty: 6184.541016
	Iteration 27Q: 3 clusters Score -3.36101e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200305 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -33610312.000000 Penalty: 6184.541016
	Iteration 28Q: 3 clusters Score -3.361031e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200917 members 
Mstep: Class 2 contains 59186 members 
Entering Unmasked Estep 
Score: -33610388.000000 Penalty: 6184.541016
	Iteration 29Q: 3 clusters Score -3.361039e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201573 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -33610548.000000 Penalty: 6184.541016
	Iteration 30Q: 3 clusters Score -3.361055e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202294 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -33610584.000000 Penalty: 6184.541016
	Iteration 31Q: 3 clusters Score -3.361058e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203028 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -33610720.000000 Penalty: 6184.541016
	Iteration 32Q: 3 clusters Score -3.361072e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203800 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -33610832.000000 Penalty: 6184.541016
	Iteration 33Q: 3 clusters Score -3.361083e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204602 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -33610884.000000 Penalty: 6184.541016
	Iteration 34Q: 3 clusters Score -3.361088e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205425 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -33611052.000000 Penalty: 6184.541016
	Iteration 35Q: 3 clusters Score -3.361105e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206324 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -33611084.000000 Penalty: 6184.541016
	Iteration 36Q: 3 clusters Score -3.361108e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207240 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -33611420.000000 Penalty: 6184.541016
	Iteration 37Q: 3 clusters Score -3.361142e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208328 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -33611884.000000 Penalty: 6184.541016
	Iteration 38Q: 3 clusters Score -3.361188e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209558 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -33612360.000000 Penalty: 6184.541016
	Iteration 39Q: 3 clusters Score -3.361236e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210982 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -33612736.000000 Penalty: 6184.541016
	Iteration 40F: 3 clusters Score -3.361274e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212619 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -33613384.000000 Penalty: 6184.541016
	Iteration 41Q: 3 clusters Score -3.361338e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214458 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -33613884.000000 Penalty: 6184.541016
	Iteration 42Q: 3 clusters Score -3.361388e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216500 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -33614380.000000 Penalty: 6184.541016
	Iteration 43Q: 3 clusters Score -3.361438e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218736 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -33615168.000000 Penalty: 6184.541016
	Iteration 44Q: 3 clusters Score -3.361517e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221126 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -33615896.000000 Penalty: 6184.541016
	Iteration 45Q: 3 clusters Score -3.36159e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223631 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -33616580.000000 Penalty: 6184.541016
	Iteration 46Q: 3 clusters Score -3.361658e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226323 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -33617036.000000 Penalty: 6184.541016
	Iteration 47Q: 3 clusters Score -3.361704e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229152 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -33617556.000000 Penalty: 6184.541016
	Iteration 48Q: 3 clusters Score -3.361756e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231964 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -33617944.000000 Penalty: 6184.541016
	Iteration 49Q: 3 clusters Score -3.361794e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234732 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -33618448.000000 Penalty: 6184.541016
	Iteration 50Q: 3 clusters Score -3.361845e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237527 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -33618592.000000 Penalty: 6184.541016
	Iteration 51Q: 3 clusters Score -3.361859e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240135 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -33618616.000000 Penalty: 6184.541016
	Iteration 52Q: 3 clusters Score -3.361862e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242645 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -33618764.000000 Penalty: 6184.541016
	Iteration 53Q: 3 clusters Score -3.361876e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245018 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -33618872.000000 Penalty: 6184.541016
	Iteration 54Q: 3 clusters Score -3.361887e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247163 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -33619116.000000 Penalty: 6184.541016
	Iteration 55Q: 3 clusters Score -3.361912e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249132 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -33619200.000000 Penalty: 6184.541016
	Iteration 56Q: 3 clusters Score -3.36192e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250900 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -33619052.000000 Penalty: 6184.541016
	Iteration 57Q: 3 clusters Score -3.361905e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252385 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -33619016.000000 Penalty: 6184.541016
	Iteration 58Q: 3 clusters Score -3.361902e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253655 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -33618788.000000 Penalty: 6184.541016
	Iteration 59Q: 3 clusters Score -3.361879e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254713 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -33618904.000000 Penalty: 6184.541016
	Iteration 60F: 3 clusters Score -3.36189e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255664 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -33618788.000000 Penalty: 6184.541016
	Iteration 61Q: 3 clusters Score -3.361879e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256453 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -33618788.000000 Penalty: 6184.541016
	Iteration 62Q: 3 clusters Score -3.361879e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257055 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -33618764.000000 Penalty: 6184.541016
	Iteration 63Q: 3 clusters Score -3.361876e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257543 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -33618740.000000 Penalty: 6184.541016
	Iteration 64Q: 3 clusters Score -3.361874e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257925 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -33618804.000000 Penalty: 6184.541016
	Iteration 65Q: 3 clusters Score -3.36188e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258228 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -33618776.000000 Penalty: 6184.541016
	Iteration 66Q: 3 clusters Score -3.361878e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258442 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -33618724.000000 Penalty: 6184.541016
	Iteration 67Q: 3 clusters Score -3.361872e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258599 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -33618644.000000 Penalty: 6184.541016
	Iteration 68Q: 3 clusters Score -3.361864e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258743 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -33618640.000000 Penalty: 6184.541016
	Iteration 69Q: 3 clusters Score -3.361864e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258859 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -33618636.000000 Penalty: 6184.541016
	Iteration 70Q: 3 clusters Score -3.361864e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258952 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -33618608.000000 Penalty: 6184.541016
	Iteration 71Q: 3 clusters Score -3.361861e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259021 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -33618604.000000 Penalty: 6184.541016
	Iteration 72Q: 3 clusters Score -3.36186e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259072 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -33618632.000000 Penalty: 6184.541016
	Iteration 73Q: 3 clusters Score -3.361863e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259123 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -33618600.000000 Penalty: 6184.541016
	Iteration 74Q: 3 clusters Score -3.36186e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259166 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -33618556.000000 Penalty: 6184.541016
	Iteration 75Q: 3 clusters Score -3.361856e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259205 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -33618576.000000 Penalty: 6184.541016
	Iteration 76Q: 3 clusters Score -3.361858e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259235 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -33618600.000000 Penalty: 6184.541016
	Iteration 77Q: 3 clusters Score -3.36186e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259271 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -33618620.000000 Penalty: 6184.541016
	Iteration 78Q: 3 clusters Score -3.361862e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259304 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -33618656.000000 Penalty: 6184.541016
	Iteration 79Q: 3 clusters Score -3.361866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259327 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -33618684.000000 Penalty: 6184.541016
	Iteration 80F: 3 clusters Score -3.361868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259341 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -33618680.000000 Penalty: 6184.541016
	Iteration 81Q: 3 clusters Score -3.361868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259358 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -33618680.000000 Penalty: 6184.541016
	Iteration 82Q: 3 clusters Score -3.361868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259368 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -33618668.000000 Penalty: 6184.541016
	Iteration 83Q: 3 clusters Score -3.361867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259385 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -33618688.000000 Penalty: 6184.541016
	Iteration 84Q: 3 clusters Score -3.361869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259400 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -33618672.000000 Penalty: 6184.541016
	Iteration 85Q: 3 clusters Score -3.361867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259411 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -33618660.000000 Penalty: 6184.541016
	Iteration 86Q: 3 clusters Score -3.361866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259421 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -33618696.000000 Penalty: 6184.541016
	Iteration 87Q: 3 clusters Score -3.36187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259424 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -33618684.000000 Penalty: 6184.541016
	Iteration 88Q: 3 clusters Score -3.361868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259427 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -33618684.000000 Penalty: 6184.541016
	Iteration 89Q: 3 clusters Score -3.361868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259428 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -33618684.000000 Penalty: 6184.541016
	Iteration 90Q: 3 clusters Score -3.361868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259430 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -33618688.000000 Penalty: 6184.541016
	Iteration 91Q: 3 clusters Score -3.361869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259433 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -33618680.000000 Penalty: 6184.541016
	Iteration 92Q: 3 clusters Score -3.361868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259435 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -33618676.000000 Penalty: 6184.541016
	Iteration 93Q: 3 clusters Score -3.361868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259438 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -33618676.000000 Penalty: 6184.541016
	Iteration 94Q: 3 clusters Score -3.361868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259438 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -33618676.000000 Penalty: 6184.541016
	Iteration 95F: 3 clusters Score -3.361868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73929 members 
Entering Unmasked Estep 
Score: -9521862.000000 Penalty: 2780.293457
	Iteration 0F: 2 clusters Score -9521862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -9472367.000000 Penalty: 5560.586914
	Iteration 0F: 3 clusters Score -9472367 nChanged 34589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -9491829.000000 Penalty: 5560.586914
	Iteration 1F: 3 clusters Score -9491829 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -9492674.000000 Penalty: 5560.586914
	Iteration 2Q: 3 clusters Score -9492674 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -9493598.000000 Penalty: 5560.586914
	Iteration 3Q: 3 clusters Score -9493598 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -9494797.000000 Penalty: 5560.586914
	Iteration 4Q: 3 clusters Score -9494797 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -9496218.000000 Penalty: 5560.586914
	Iteration 5Q: 3 clusters Score -9496218 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -9498033.000000 Penalty: 5560.586914
	Iteration 6F: 3 clusters Score -9498033 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -9500060.000000 Penalty: 5560.586914
	Iteration 7F: 3 clusters Score -9500060 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -9502485.000000 Penalty: 5560.586914
	Iteration 8F: 3 clusters Score -9502485 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -9505268.000000 Penalty: 5560.586914
	Iteration 9F: 3 clusters Score -9505268 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -9507912.000000 Penalty: 5560.586914
	Iteration 10F: 3 clusters Score -9507912 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -9509599.000000 Penalty: 5560.586914
	Iteration 11Q: 3 clusters Score -9509599 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -9510329.000000 Penalty: 5560.586914
	Iteration 12Q: 3 clusters Score -9510329 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -9510753.000000 Penalty: 5560.586914
	Iteration 13Q: 3 clusters Score -9510753 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -9511129.000000 Penalty: 5560.586914
	Iteration 14Q: 3 clusters Score -9511129 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -9511415.000000 Penalty: 5560.586914
	Iteration 15Q: 3 clusters Score -9511415 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -9511868.000000 Penalty: 5560.586914
	Iteration 16Q: 3 clusters Score -9511868 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -9512283.000000 Penalty: 5560.586914
	Iteration 17Q: 3 clusters Score -9512283 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -9512714.000000 Penalty: 5560.586914
	Iteration 18Q: 3 clusters Score -9512714 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -9513154.000000 Penalty: 5560.586914
	Iteration 19Q: 3 clusters Score -9513154 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -9513550.000000 Penalty: 5560.586914
	Iteration 20F: 3 clusters Score -9513550 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -9513992.000000 Penalty: 5560.586914
	Iteration 21Q: 3 clusters Score -9513992 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -9514490.000000 Penalty: 5560.586914
	Iteration 22Q: 3 clusters Score -9514490 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -9514954.000000 Penalty: 5560.586914
	Iteration 23Q: 3 clusters Score -9514954 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -9515424.000000 Penalty: 5560.586914
	Iteration 24Q: 3 clusters Score -9515424 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -9515902.000000 Penalty: 5560.586914
	Iteration 25Q: 3 clusters Score -9515902 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -9516366.000000 Penalty: 5560.586914
	Iteration 26Q: 3 clusters Score -9516366 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -9516691.000000 Penalty: 5560.586914
	Iteration 27Q: 3 clusters Score -9516691 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -9516995.000000 Penalty: 5560.586914
	Iteration 28Q: 3 clusters Score -9516995 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64697 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -9517304.000000 Penalty: 5560.586914
	Iteration 29Q: 3 clusters Score -9517304 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -9517594.000000 Penalty: 5560.586914
	Iteration 30Q: 3 clusters Score -9517594 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -9517829.000000 Penalty: 5560.586914
	Iteration 31Q: 3 clusters Score -9517829 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -9518003.000000 Penalty: 5560.586914
	Iteration 32Q: 3 clusters Score -9518003 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -9518191.000000 Penalty: 5560.586914
	Iteration 33Q: 3 clusters Score -9518191 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -9518343.000000 Penalty: 5560.586914
	Iteration 34Q: 3 clusters Score -9518343 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -9518483.000000 Penalty: 5560.586914
	Iteration 35Q: 3 clusters Score -9518483 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -9518598.000000 Penalty: 5560.586914
	Iteration 36Q: 3 clusters Score -9518598 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -9518688.000000 Penalty: 5560.586914
	Iteration 37Q: 3 clusters Score -9518688 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -9518804.000000 Penalty: 5560.586914
	Iteration 38Q: 3 clusters Score -9518804 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -9518873.000000 Penalty: 5560.586914
	Iteration 39Q: 3 clusters Score -9518873 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -9518937.000000 Penalty: 5560.586914
	Iteration 40F: 3 clusters Score -9518937 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -9518985.000000 Penalty: 5560.586914
	Iteration 41Q: 3 clusters Score -9518985 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -9519068.000000 Penalty: 5560.586914
	Iteration 42Q: 3 clusters Score -9519068 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -9519138.000000 Penalty: 5560.586914
	Iteration 43Q: 3 clusters Score -9519138 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -9519207.000000 Penalty: 5560.586914
	Iteration 44Q: 3 clusters Score -9519207 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -9519280.000000 Penalty: 5560.586914
	Iteration 45Q: 3 clusters Score -9519280 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -9519312.000000 Penalty: 5560.586914
	Iteration 46Q: 3 clusters Score -9519312 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -9519380.000000 Penalty: 5560.586914
	Iteration 47Q: 3 clusters Score -9519380 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -9519406.000000 Penalty: 5560.586914
	Iteration 48Q: 3 clusters Score -9519406 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -9519435.000000 Penalty: 5560.586914
	Iteration 49Q: 3 clusters Score -9519435 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -9519477.000000 Penalty: 5560.586914
	Iteration 50Q: 3 clusters Score -9519477 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -9519483.000000 Penalty: 5560.586914
	Iteration 51Q: 3 clusters Score -9519483 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -9519485.000000 Penalty: 5560.586914
	Iteration 52Q: 3 clusters Score -9519485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9519511.000000 Penalty: 5560.586914
	Iteration 53Q: 3 clusters Score -9519511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71364 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -9519497.000000 Penalty: 5560.586914
	Iteration 54Q: 3 clusters Score -9519497 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71430 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -9519523.000000 Penalty: 5560.586914
	Iteration 55Q: 3 clusters Score -9519523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -9519534.000000 Penalty: 5560.586914
	Iteration 56Q: 3 clusters Score -9519534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71539 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -9519547.000000 Penalty: 5560.586914
	Iteration 57Q: 3 clusters Score -9519547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71577 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -9519548.000000 Penalty: 5560.586914
	Iteration 58Q: 3 clusters Score -9519548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71616 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9519560.000000 Penalty: 5560.586914
	Iteration 59Q: 3 clusters Score -9519560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71651 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9519548.000000 Penalty: 5560.586914
	Iteration 60F: 3 clusters Score -9519548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -9519557.000000 Penalty: 5560.586914
	Iteration 61Q: 3 clusters Score -9519557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -9519565.000000 Penalty: 5560.586914
	Iteration 62Q: 3 clusters Score -9519565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71751 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9519577.000000 Penalty: 5560.586914
	Iteration 63Q: 3 clusters Score -9519577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71781 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -9519570.000000 Penalty: 5560.586914
	Iteration 64Q: 3 clusters Score -9519570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9519598.000000 Penalty: 5560.586914
	Iteration 65Q: 3 clusters Score -9519598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -9519609.000000 Penalty: 5560.586914
	Iteration 66Q: 3 clusters Score -9519609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -9519611.000000 Penalty: 5560.586914
	Iteration 67Q: 3 clusters Score -9519611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9519610.000000 Penalty: 5560.586914
	Iteration 68Q: 3 clusters Score -9519610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9519621.000000 Penalty: 5560.586914
	Iteration 69Q: 3 clusters Score -9519621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -9519614.000000 Penalty: 5560.586914
	Iteration 70Q: 3 clusters Score -9519614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9519626.000000 Penalty: 5560.586914
	Iteration 71Q: 3 clusters Score -9519626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9519634.000000 Penalty: 5560.586914
	Iteration 72Q: 3 clusters Score -9519634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9519631.000000 Penalty: 5560.586914
	Iteration 73Q: 3 clusters Score -9519631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -9519625.000000 Penalty: 5560.586914
	Iteration 74Q: 3 clusters Score -9519625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9519635.000000 Penalty: 5560.586914
	Iteration 75Q: 3 clusters Score -9519635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9519640.000000 Penalty: 5560.586914
	Iteration 76Q: 3 clusters Score -9519640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72063 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -9519631.000000 Penalty: 5560.586914
	Iteration 77Q: 3 clusters Score -9519631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9519639.000000 Penalty: 5560.586914
	Iteration 78Q: 3 clusters Score -9519639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9519626.000000 Penalty: 5560.586914
	Iteration 79Q: 3 clusters Score -9519626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9519628.000000 Penalty: 5560.586914
	Iteration 80F: 3 clusters Score -9519628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72110 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9519639.000000 Penalty: 5560.586914
	Iteration 81Q: 3 clusters Score -9519639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -9519642.000000 Penalty: 5560.586914
	Iteration 82Q: 3 clusters Score -9519642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9519652.000000 Penalty: 5560.586914
	Iteration 83Q: 3 clusters Score -9519652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9519662.000000 Penalty: 5560.586914
	Iteration 84Q: 3 clusters Score -9519662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9519651.000000 Penalty: 5560.586914
	Iteration 85Q: 3 clusters Score -9519651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9519653.000000 Penalty: 5560.586914
	Iteration 86Q: 3 clusters Score -9519653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9519655.000000 Penalty: 5560.586914
	Iteration 87Q: 3 clusters Score -9519655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72177 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9519657.000000 Penalty: 5560.586914
	Iteration 88Q: 3 clusters Score -9519657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -9519652.000000 Penalty: 5560.586914
	Iteration 89Q: 3 clusters Score -9519652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72191 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9519657.000000 Penalty: 5560.586914
	Iteration 90Q: 3 clusters Score -9519657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72198 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9519667.000000 Penalty: 5560.586914
	Iteration 91Q: 3 clusters Score -9519667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72203 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9519660.000000 Penalty: 5560.586914
	Iteration 92Q: 3 clusters Score -9519660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9519662.000000 Penalty: 5560.586914
	Iteration 93Q: 3 clusters Score -9519662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9519660.000000 Penalty: 5560.586914
	Iteration 94Q: 3 clusters Score -9519660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9519662.000000 Penalty: 5560.586914
	Iteration 95Q: 3 clusters Score -9519662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9519659.000000 Penalty: 5560.586914
	Iteration 96Q: 3 clusters Score -9519659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9519662.000000 Penalty: 5560.586914
	Iteration 97Q: 3 clusters Score -9519662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9519659.000000 Penalty: 5560.586914
	Iteration 98Q: 3 clusters Score -9519659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9519662.000000 Penalty: 5560.586914
	Iteration 99Q: 3 clusters Score -9519662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -9519658.000000 Penalty: 5560.586914
	Iteration 100F: 3 clusters Score -9519658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9519661.000000 Penalty: 5560.586914
	Iteration 101Q: 3 clusters Score -9519661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -9519667.000000 Penalty: 5560.586914
	Iteration 102Q: 3 clusters Score -9519667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72237 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9519659.000000 Penalty: 5560.586914
	Iteration 103Q: 3 clusters Score -9519659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9519667.000000 Penalty: 5560.586914
	Iteration 104Q: 3 clusters Score -9519667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72243 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9519658.000000 Penalty: 5560.586914
	Iteration 105Q: 3 clusters Score -9519658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9519657.000000 Penalty: 5560.586914
	Iteration 106Q: 3 clusters Score -9519657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9519657.000000 Penalty: 5560.586914
	Iteration 107F: 3 clusters Score -9519657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Entering Unmasked Estep 
Score: -2020348.000000 Penalty: 2400.151123
	Iteration 0F: 2 clusters Score -2020348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2008889.500000 Penalty: 4800.302246
	Iteration 0F: 3 clusters Score -2008890 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2012552.000000 Penalty: 4800.302246
	Iteration 1F: 3 clusters Score -2012552 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2012940.625000 Penalty: 4800.302246
	Iteration 2F: 3 clusters Score -2012941 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2013321.250000 Penalty: 4800.302246
	Iteration 3Q: 3 clusters Score -2013321 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2013697.875000 Penalty: 4800.302246
	Iteration 4Q: 3 clusters Score -2013698 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2014076.125000 Penalty: 4800.302246
	Iteration 5Q: 3 clusters Score -2014076 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2014512.750000 Penalty: 4800.302246
	Iteration 6Q: 3 clusters Score -2014513 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2015052.125000 Penalty: 4800.302246
	Iteration 7Q: 3 clusters Score -2015052 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2015622.000000 Penalty: 4800.302246
	Iteration 8Q: 3 clusters Score -2015622 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2016168.750000 Penalty: 4800.302246
	Iteration 9Q: 3 clusters Score -2016169 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2016700.625000 Penalty: 4800.302246
	Iteration 10Q: 3 clusters Score -2016701 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2017167.500000 Penalty: 4800.302246
	Iteration 11Q: 3 clusters Score -2017168 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2017567.750000 Penalty: 4800.302246
	Iteration 12Q: 3 clusters Score -2017568 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2017843.375000 Penalty: 4800.302246
	Iteration 13Q: 3 clusters Score -2017843 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2018017.875000 Penalty: 4800.302246
	Iteration 14Q: 3 clusters Score -2018018 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2018149.375000 Penalty: 4800.302246
	Iteration 15Q: 3 clusters Score -2018149 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2018243.500000 Penalty: 4800.302246
	Iteration 16Q: 3 clusters Score -2018244 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2018321.250000 Penalty: 4800.302246
	Iteration 17Q: 3 clusters Score -2018321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2018372.125000 Penalty: 4800.302246
	Iteration 18Q: 3 clusters Score -2018372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2018410.750000 Penalty: 4800.302246
	Iteration 19Q: 3 clusters Score -2018411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2018441.250000 Penalty: 4800.302246
	Iteration 20F: 3 clusters Score -2018441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2018467.625000 Penalty: 4800.302246
	Iteration 21Q: 3 clusters Score -2018468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2018484.875000 Penalty: 4800.302246
	Iteration 22Q: 3 clusters Score -2018485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2018493.125000 Penalty: 4800.302246
	Iteration 23Q: 3 clusters Score -2018493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2018500.750000 Penalty: 4800.302246
	Iteration 24Q: 3 clusters Score -2018501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2018508.875000 Penalty: 4800.302246
	Iteration 25Q: 3 clusters Score -2018509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2018517.625000 Penalty: 4800.302246
	Iteration 26Q: 3 clusters Score -2018518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2018518.750000 Penalty: 4800.302246
	Iteration 27Q: 3 clusters Score -2018519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2018523.375000 Penalty: 4800.302246
	Iteration 28Q: 3 clusters Score -2018523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2018528.000000 Penalty: 4800.302246
	Iteration 29Q: 3 clusters Score -2018528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2018528.750000 Penalty: 4800.302246
	Iteration 30Q: 3 clusters Score -2018529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2018530.875000 Penalty: 4800.302246
	Iteration 31Q: 3 clusters Score -2018531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2018530.875000 Penalty: 4800.302246
	Iteration 32F: 3 clusters Score -2018531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Entering Unmasked Estep 
Score: -6450942.500000 Penalty: 2680.742432
	Iteration 0F: 2 clusters Score -6450942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -6417683.500000 Penalty: 5361.484863
	Iteration 0F: 3 clusters Score -6417684 nChanged 22925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -6430178.000000 Penalty: 5361.484863
	Iteration 1F: 3 clusters Score -6430178 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -6430600.000000 Penalty: 5361.484863
	Iteration 2Q: 3 clusters Score -6430600 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -6430907.500000 Penalty: 5361.484863
	Iteration 3Q: 3 clusters Score -6430908 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -6431220.000000 Penalty: 5361.484863
	Iteration 4Q: 3 clusters Score -6431220 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -6431502.000000 Penalty: 5361.484863
	Iteration 5Q: 3 clusters Score -6431502 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -6431889.000000 Penalty: 5361.484863
	Iteration 6Q: 3 clusters Score -6431889 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -6432415.000000 Penalty: 5361.484863
	Iteration 7Q: 3 clusters Score -6432415 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -6433273.500000 Penalty: 5361.484863
	Iteration 8Q: 3 clusters Score -6433274 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -6434644.500000 Penalty: 5361.484863
	Iteration 9F: 3 clusters Score -6434644 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -6436963.000000 Penalty: 5361.484863
	Iteration 10F: 3 clusters Score -6436963 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -6440190.000000 Penalty: 5361.484863
	Iteration 11F: 3 clusters Score -6440190 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -6443538.500000 Penalty: 5361.484863
	Iteration 12F: 3 clusters Score -6443538 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -6446060.000000 Penalty: 5361.484863
	Iteration 13F: 3 clusters Score -6446060 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6447312.000000 Penalty: 5361.484863
	Iteration 14Q: 3 clusters Score -6447312 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6447868.500000 Penalty: 5361.484863
	Iteration 15Q: 3 clusters Score -6447868 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6448161.500000 Penalty: 5361.484863
	Iteration 16Q: 3 clusters Score -6448162 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6448311.000000 Penalty: 5361.484863
	Iteration 17Q: 3 clusters Score -6448311 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6448393.000000 Penalty: 5361.484863
	Iteration 18Q: 3 clusters Score -6448393 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6448450.500000 Penalty: 5361.484863
	Iteration 19Q: 3 clusters Score -6448450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6448483.000000 Penalty: 5361.484863
	Iteration 20F: 3 clusters Score -6448483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6448518.000000 Penalty: 5361.484863
	Iteration 21Q: 3 clusters Score -6448518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6448534.500000 Penalty: 5361.484863
	Iteration 22Q: 3 clusters Score -6448534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6448543.500000 Penalty: 5361.484863
	Iteration 23Q: 3 clusters Score -6448544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6448549.500000 Penalty: 5361.484863
	Iteration 24Q: 3 clusters Score -6448550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6448551.500000 Penalty: 5361.484863
	Iteration 25Q: 3 clusters Score -6448552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6448554.000000 Penalty: 5361.484863
	Iteration 26Q: 3 clusters Score -6448554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6448562.000000 Penalty: 5361.484863
	Iteration 27Q: 3 clusters Score -6448562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6448577.000000 Penalty: 5361.484863
	Iteration 28Q: 3 clusters Score -6448577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6448580.500000 Penalty: 5361.484863
	Iteration 29Q: 3 clusters Score -6448580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6448582.500000 Penalty: 5361.484863
	Iteration 30Q: 3 clusters Score -6448582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6448576.500000 Penalty: 5361.484863
	Iteration 31Q: 3 clusters Score -6448576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6448579.000000 Penalty: 5361.484863
	Iteration 32Q: 3 clusters Score -6448579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6448583.000000 Penalty: 5361.484863
	Iteration 33Q: 3 clusters Score -6448583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6448585.000000 Penalty: 5361.484863
	Iteration 34Q: 3 clusters Score -6448585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6448586.500000 Penalty: 5361.484863
	Iteration 35Q: 3 clusters Score -6448586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6448586.500000 Penalty: 5361.484863
	Iteration 36F: 3 clusters Score -6448586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -96938.679688 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -96938.68 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 402 members 
Entering Unmasked Estep 
Score: -95194.531250 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -95194.53 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95493.976562 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -95493.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95590.609375 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -95590.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95633.484375 Penalty: 3339.767334
	Iteration 3Q: 3 clusters Score -95633.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95663.664062 Penalty: 3339.767334
	Iteration 4Q: 3 clusters Score -95663.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95694.132812 Penalty: 3339.767334
	Iteration 5Q: 3 clusters Score -95694.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95719.726562 Penalty: 3339.767334
	Iteration 6Q: 3 clusters Score -95719.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95751.406250 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -95751.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -95767.578125 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -95767.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -95778.281250 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -95778.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95786.750000 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -95786.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -95794.437500 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -95794.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -95801.046875 Penalty: 3339.767334
	Iteration 12Q: 3 clusters Score -95801.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -95805.023438 Penalty: 3339.767334
	Iteration 13Q: 3 clusters Score -95805.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -95808.718750 Penalty: 3339.767334
	Iteration 14Q: 3 clusters Score -95808.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -95811.460938 Penalty: 3339.767334
	Iteration 15Q: 3 clusters Score -95811.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -95815.062500 Penalty: 3339.767334
	Iteration 16Q: 3 clusters Score -95815.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95818.859375 Penalty: 3339.767334
	Iteration 17Q: 3 clusters Score -95818.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95818.859375 Penalty: 3339.767334
	Iteration 18F: 3 clusters Score -95818.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Entering Unmasked Estep 
Score: -797938.250000 Penalty: 2179.457520
	Iteration 0F: 2 clusters Score -797938.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -792426.562500 Penalty: 4358.915039
	Iteration 0F: 3 clusters Score -792426.6 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -793906.500000 Penalty: 4358.915039
	Iteration 1F: 3 clusters Score -793906.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -794189.437500 Penalty: 4358.915039
	Iteration 2F: 3 clusters Score -794189.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -794379.437500 Penalty: 4358.915039
	Iteration 3F: 3 clusters Score -794379.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -794510.250000 Penalty: 4358.915039
	Iteration 4Q: 3 clusters Score -794510.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -794614.437500 Penalty: 4358.915039
	Iteration 5Q: 3 clusters Score -794614.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -794705.500000 Penalty: 4358.915039
	Iteration 6Q: 3 clusters Score -794705.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -794798.125000 Penalty: 4358.915039
	Iteration 7Q: 3 clusters Score -794798.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -794879.125000 Penalty: 4358.915039
	Iteration 8Q: 3 clusters Score -794879.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -794966.312500 Penalty: 4358.915039
	Iteration 9Q: 3 clusters Score -794966.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -795072.437500 Penalty: 4358.915039
	Iteration 10Q: 3 clusters Score -795072.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -795192.000000 Penalty: 4358.915039
	Iteration 11Q: 3 clusters Score -795192 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -795307.187500 Penalty: 4358.915039
	Iteration 12Q: 3 clusters Score -795307.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -795415.062500 Penalty: 4358.915039
	Iteration 13Q: 3 clusters Score -795415.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -795520.625000 Penalty: 4358.915039
	Iteration 14Q: 3 clusters Score -795520.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -795626.937500 Penalty: 4358.915039
	Iteration 15Q: 3 clusters Score -795626.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -795712.250000 Penalty: 4358.915039
	Iteration 16Q: 3 clusters Score -795712.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -795773.125000 Penalty: 4358.915039
	Iteration 17Q: 3 clusters Score -795773.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -795823.500000 Penalty: 4358.915039
	Iteration 18Q: 3 clusters Score -795823.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -795861.062500 Penalty: 4358.915039
	Iteration 19Q: 3 clusters Score -795861.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -795889.750000 Penalty: 4358.915039
	Iteration 20F: 3 clusters Score -795889.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -795913.812500 Penalty: 4358.915039
	Iteration 21Q: 3 clusters Score -795913.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -795938.687500 Penalty: 4358.915039
	Iteration 22Q: 3 clusters Score -795938.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -795960.312500 Penalty: 4358.915039
	Iteration 23Q: 3 clusters Score -795960.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -795985.625000 Penalty: 4358.915039
	Iteration 24Q: 3 clusters Score -795985.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -796008.500000 Penalty: 4358.915039
	Iteration 25Q: 3 clusters Score -796008.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -796032.500000 Penalty: 4358.915039
	Iteration 26Q: 3 clusters Score -796032.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -796061.250000 Penalty: 4358.915039
	Iteration 27Q: 3 clusters Score -796061.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -796089.687500 Penalty: 4358.915039
	Iteration 28Q: 3 clusters Score -796089.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -796106.000000 Penalty: 4358.915039
	Iteration 29Q: 3 clusters Score -796106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -796119.250000 Penalty: 4358.915039
	Iteration 30Q: 3 clusters Score -796119.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -796125.562500 Penalty: 4358.915039
	Iteration 31Q: 3 clusters Score -796125.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -796132.250000 Penalty: 4358.915039
	Iteration 32Q: 3 clusters Score -796132.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -796139.562500 Penalty: 4358.915039
	Iteration 33Q: 3 clusters Score -796139.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -796144.937500 Penalty: 4358.915039
	Iteration 34Q: 3 clusters Score -796144.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -796148.250000 Penalty: 4358.915039
	Iteration 35Q: 3 clusters Score -796148.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -796149.687500 Penalty: 4358.915039
	Iteration 36Q: 3 clusters Score -796149.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -796151.875000 Penalty: 4358.915039
	Iteration 37Q: 3 clusters Score -796151.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -796153.687500 Penalty: 4358.915039
	Iteration 38Q: 3 clusters Score -796153.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -796155.125000 Penalty: 4358.915039
	Iteration 39Q: 3 clusters Score -796155.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -796159.312500 Penalty: 4358.915039
	Iteration 40F: 3 clusters Score -796159.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -796160.312500 Penalty: 4358.915039
	Iteration 41Q: 3 clusters Score -796160.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -796160.312500 Penalty: 4358.915039
	Iteration 42Q: 3 clusters Score -796160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -796162.062500 Penalty: 4358.915039
	Iteration 43Q: 3 clusters Score -796162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -796162.125000 Penalty: 4358.915039
	Iteration 44Q: 3 clusters Score -796162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -796165.687500 Penalty: 4358.915039
	Iteration 45Q: 3 clusters Score -796165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -796166.187500 Penalty: 4358.915039
	Iteration 46Q: 3 clusters Score -796166.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -796168.562500 Penalty: 4358.915039
	Iteration 47Q: 3 clusters Score -796168.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -796170.875000 Penalty: 4358.915039
	Iteration 48Q: 3 clusters Score -796170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -796172.500000 Penalty: 4358.915039
	Iteration 49Q: 3 clusters Score -796172.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -796177.562500 Penalty: 4358.915039
	Iteration 50Q: 3 clusters Score -796177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -796179.312500 Penalty: 4358.915039
	Iteration 51Q: 3 clusters Score -796179.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -796178.625000 Penalty: 4358.915039
	Iteration 52Q: 3 clusters Score -796178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -796180.250000 Penalty: 4358.915039
	Iteration 53Q: 3 clusters Score -796180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -796183.062500 Penalty: 4358.915039
	Iteration 54Q: 3 clusters Score -796183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -796183.687500 Penalty: 4358.915039
	Iteration 55Q: 3 clusters Score -796183.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -796182.875000 Penalty: 4358.915039
	Iteration 56Q: 3 clusters Score -796182.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -796183.312500 Penalty: 4358.915039
	Iteration 57Q: 3 clusters Score -796183.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -796186.250000 Penalty: 4358.915039
	Iteration 58Q: 3 clusters Score -796186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -796186.812500 Penalty: 4358.915039
	Iteration 59Q: 3 clusters Score -796186.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -796186.812500 Penalty: 4358.915039
	Iteration 60F: 3 clusters Score -796186.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Entering Unmasked Estep 
Score: -4710505.500000 Penalty: 2601.760254
	Iteration 0F: 2 clusters Score -4710506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4686005.500000 Penalty: 5203.520508
	Iteration 0F: 3 clusters Score -4686006 nChanged 16390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -4694938.500000 Penalty: 5203.520508
	Iteration 1F: 3 clusters Score -4694938 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4695426.000000 Penalty: 5203.520508
	Iteration 2Q: 3 clusters Score -4695426 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -4695831.000000 Penalty: 5203.520508
	Iteration 3Q: 3 clusters Score -4695831 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4696226.000000 Penalty: 5203.520508
	Iteration 4Q: 3 clusters Score -4696226 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4696638.000000 Penalty: 5203.520508
	Iteration 5Q: 3 clusters Score -4696638 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -4697050.500000 Penalty: 5203.520508
	Iteration 6Q: 3 clusters Score -4697050 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4697545.500000 Penalty: 5203.520508
	Iteration 7Q: 3 clusters Score -4697546 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4698163.500000 Penalty: 5203.520508
	Iteration 8Q: 3 clusters Score -4698164 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -4699059.500000 Penalty: 5203.520508
	Iteration 9Q: 3 clusters Score -4699060 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -4700307.500000 Penalty: 5203.520508
	Iteration 10F: 3 clusters Score -4700308 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -4701948.500000 Penalty: 5203.520508
	Iteration 11F: 3 clusters Score -4701948 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -4703871.000000 Penalty: 5203.520508
	Iteration 12F: 3 clusters Score -4703871 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4705620.500000 Penalty: 5203.520508
	Iteration 13F: 3 clusters Score -4705620 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -4706763.500000 Penalty: 5203.520508
	Iteration 14Q: 3 clusters Score -4706764 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -4707477.500000 Penalty: 5203.520508
	Iteration 15Q: 3 clusters Score -4707478 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -4707881.500000 Penalty: 5203.520508
	Iteration 16Q: 3 clusters Score -4707882 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -4708097.000000 Penalty: 5203.520508
	Iteration 17Q: 3 clusters Score -4708097 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -4708235.000000 Penalty: 5203.520508
	Iteration 18Q: 3 clusters Score -4708235 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -4708320.000000 Penalty: 5203.520508
	Iteration 19Q: 3 clusters Score -4708320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -4708369.000000 Penalty: 5203.520508
	Iteration 20F: 3 clusters Score -4708369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4708398.000000 Penalty: 5203.520508
	Iteration 21Q: 3 clusters Score -4708398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4708425.000000 Penalty: 5203.520508
	Iteration 22Q: 3 clusters Score -4708425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -4708442.500000 Penalty: 5203.520508
	Iteration 23Q: 3 clusters Score -4708442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -4708453.000000 Penalty: 5203.520508
	Iteration 24Q: 3 clusters Score -4708453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -4708449.500000 Penalty: 5203.520508
	Iteration 25Q: 3 clusters Score -4708450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -4708460.000000 Penalty: 5203.520508
	Iteration 26Q: 3 clusters Score -4708460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -4708463.500000 Penalty: 5203.520508
	Iteration 27Q: 3 clusters Score -4708464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4708470.500000 Penalty: 5203.520508
	Iteration 28Q: 3 clusters Score -4708470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -4708474.000000 Penalty: 5203.520508
	Iteration 29Q: 3 clusters Score -4708474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4708479.500000 Penalty: 5203.520508
	Iteration 30Q: 3 clusters Score -4708480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -4708479.500000 Penalty: 5203.520508
	Iteration 31Q: 3 clusters Score -4708480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -4708481.500000 Penalty: 5203.520508
	Iteration 32Q: 3 clusters Score -4708482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4708481.000000 Penalty: 5203.520508
	Iteration 33Q: 3 clusters Score -4708481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -4708481.000000 Penalty: 5203.520508
	Iteration 34Q: 3 clusters Score -4708481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -4708481.000000 Penalty: 5203.520508
	Iteration 35Q: 3 clusters Score -4708481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -4708480.500000 Penalty: 5203.520508
	Iteration 36Q: 3 clusters Score -4708480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -4708480.500000 Penalty: 5203.520508
	Iteration 37F: 3 clusters Score -4708480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Entering Unmasked Estep 
Score: -574644.625000 Penalty: 2097.866699
	Iteration 0F: 2 clusters Score -574644.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -570325.937500 Penalty: 4195.733398
	Iteration 0F: 3 clusters Score -570325.9 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -571415.937500 Penalty: 4195.733398
	Iteration 1F: 3 clusters Score -571415.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -571730.250000 Penalty: 4195.733398
	Iteration 2F: 3 clusters Score -571730.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -571992.062500 Penalty: 4195.733398
	Iteration 3F: 3 clusters Score -571992.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -572244.375000 Penalty: 4195.733398
	Iteration 4F: 3 clusters Score -572244.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -572529.625000 Penalty: 4195.733398
	Iteration 5F: 3 clusters Score -572529.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -572875.187500 Penalty: 4195.733398
	Iteration 6F: 3 clusters Score -572875.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -573180.125000 Penalty: 4195.733398
	Iteration 7F: 3 clusters Score -573180.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -573422.375000 Penalty: 4195.733398
	Iteration 8Q: 3 clusters Score -573422.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -573556.562500 Penalty: 4195.733398
	Iteration 9Q: 3 clusters Score -573556.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -573631.250000 Penalty: 4195.733398
	Iteration 10Q: 3 clusters Score -573631.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -573662.500000 Penalty: 4195.733398
	Iteration 11Q: 3 clusters Score -573662.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -573675.062500 Penalty: 4195.733398
	Iteration 12Q: 3 clusters Score -573675.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -573685.062500 Penalty: 4195.733398
	Iteration 13Q: 3 clusters Score -573685.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -573689.562500 Penalty: 4195.733398
	Iteration 14Q: 3 clusters Score -573689.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -573695.125000 Penalty: 4195.733398
	Iteration 15Q: 3 clusters Score -573695.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -573697.625000 Penalty: 4195.733398
	Iteration 16Q: 3 clusters Score -573697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -573699.375000 Penalty: 4195.733398
	Iteration 17Q: 3 clusters Score -573699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -573700.062500 Penalty: 4195.733398
	Iteration 18Q: 3 clusters Score -573700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -573701.187500 Penalty: 4195.733398
	Iteration 19Q: 3 clusters Score -573701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -573702.062500 Penalty: 4195.733398
	Iteration 20F: 3 clusters Score -573702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -573702.250000 Penalty: 4195.733398
	Iteration 21Q: 3 clusters Score -573702.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -573702.250000 Penalty: 4195.733398
	Iteration 22F: 3 clusters Score -573702.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Entering Unmasked Estep 
Score: -810901.562500 Penalty: 2177.559082
	Iteration 0F: 2 clusters Score -810901.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -805467.812500 Penalty: 4355.118164
	Iteration 0F: 3 clusters Score -805467.8 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -806891.375000 Penalty: 4355.118164
	Iteration 1F: 3 clusters Score -806891.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -807124.625000 Penalty: 4355.118164
	Iteration 2F: 3 clusters Score -807124.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -807300.937500 Penalty: 4355.118164
	Iteration 3F: 3 clusters Score -807300.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -807418.437500 Penalty: 4355.118164
	Iteration 4Q: 3 clusters Score -807418.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -807513.250000 Penalty: 4355.118164
	Iteration 5Q: 3 clusters Score -807513.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -807591.812500 Penalty: 4355.118164
	Iteration 6Q: 3 clusters Score -807591.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -807663.187500 Penalty: 4355.118164
	Iteration 7Q: 3 clusters Score -807663.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -807743.312500 Penalty: 4355.118164
	Iteration 8Q: 3 clusters Score -807743.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -807799.125000 Penalty: 4355.118164
	Iteration 9Q: 3 clusters Score -807799.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -807845.562500 Penalty: 4355.118164
	Iteration 10Q: 3 clusters Score -807845.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -807877.875000 Penalty: 4355.118164
	Iteration 11Q: 3 clusters Score -807877.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -807906.062500 Penalty: 4355.118164
	Iteration 12Q: 3 clusters Score -807906.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -807930.125000 Penalty: 4355.118164
	Iteration 13Q: 3 clusters Score -807930.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -807948.062500 Penalty: 4355.118164
	Iteration 14Q: 3 clusters Score -807948.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -807961.562500 Penalty: 4355.118164
	Iteration 15Q: 3 clusters Score -807961.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -807976.750000 Penalty: 4355.118164
	Iteration 16Q: 3 clusters Score -807976.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -807987.187500 Penalty: 4355.118164
	Iteration 17Q: 3 clusters Score -807987.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -807998.687500 Penalty: 4355.118164
	Iteration 18Q: 3 clusters Score -807998.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -808006.937500 Penalty: 4355.118164
	Iteration 19Q: 3 clusters Score -808006.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -808019.375000 Penalty: 4355.118164
	Iteration 20F: 3 clusters Score -808019.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -808033.062500 Penalty: 4355.118164
	Iteration 21Q: 3 clusters Score -808033.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -808051.187500 Penalty: 4355.118164
	Iteration 22Q: 3 clusters Score -808051.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -808065.000000 Penalty: 4355.118164
	Iteration 23Q: 3 clusters Score -808065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -808076.500000 Penalty: 4355.118164
	Iteration 24Q: 3 clusters Score -808076.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -808094.500000 Penalty: 4355.118164
	Iteration 25Q: 3 clusters Score -808094.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -808121.062500 Penalty: 4355.118164
	Iteration 26Q: 3 clusters Score -808121.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -808145.000000 Penalty: 4355.118164
	Iteration 27Q: 3 clusters Score -808145 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -808164.562500 Penalty: 4355.118164
	Iteration 28Q: 3 clusters Score -808164.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -808183.437500 Penalty: 4355.118164
	Iteration 29Q: 3 clusters Score -808183.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -808208.250000 Penalty: 4355.118164
	Iteration 30Q: 3 clusters Score -808208.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -808229.000000 Penalty: 4355.118164
	Iteration 31Q: 3 clusters Score -808229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -808243.500000 Penalty: 4355.118164
	Iteration 32Q: 3 clusters Score -808243.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -808255.125000 Penalty: 4355.118164
	Iteration 33Q: 3 clusters Score -808255.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -808270.750000 Penalty: 4355.118164
	Iteration 34Q: 3 clusters Score -808270.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -808290.937500 Penalty: 4355.118164
	Iteration 35Q: 3 clusters Score -808290.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -808309.312500 Penalty: 4355.118164
	Iteration 36Q: 3 clusters Score -808309.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -808333.562500 Penalty: 4355.118164
	Iteration 37Q: 3 clusters Score -808333.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -808354.687500 Penalty: 4355.118164
	Iteration 38Q: 3 clusters Score -808354.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -808374.250000 Penalty: 4355.118164
	Iteration 39Q: 3 clusters Score -808374.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -808389.812500 Penalty: 4355.118164
	Iteration 40F: 3 clusters Score -808389.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -808404.312500 Penalty: 4355.118164
	Iteration 41Q: 3 clusters Score -808404.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -808416.625000 Penalty: 4355.118164
	Iteration 42Q: 3 clusters Score -808416.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -808430.062500 Penalty: 4355.118164
	Iteration 43Q: 3 clusters Score -808430.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -808441.500000 Penalty: 4355.118164
	Iteration 44Q: 3 clusters Score -808441.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -808455.875000 Penalty: 4355.118164
	Iteration 45Q: 3 clusters Score -808455.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -808467.625000 Penalty: 4355.118164
	Iteration 46Q: 3 clusters Score -808467.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -808483.125000 Penalty: 4355.118164
	Iteration 47Q: 3 clusters Score -808483.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -808499.062500 Penalty: 4355.118164
	Iteration 48Q: 3 clusters Score -808499.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -808514.187500 Penalty: 4355.118164
	Iteration 49Q: 3 clusters Score -808514.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -808533.437500 Penalty: 4355.118164
	Iteration 50Q: 3 clusters Score -808533.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -808562.812500 Penalty: 4355.118164
	Iteration 51Q: 3 clusters Score -808562.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -808590.687500 Penalty: 4355.118164
	Iteration 52Q: 3 clusters Score -808590.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -808616.312500 Penalty: 4355.118164
	Iteration 53Q: 3 clusters Score -808616.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -808646.250000 Penalty: 4355.118164
	Iteration 54Q: 3 clusters Score -808646.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -808670.187500 Penalty: 4355.118164
	Iteration 55Q: 3 clusters Score -808670.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -808683.187500 Penalty: 4355.118164
	Iteration 56Q: 3 clusters Score -808683.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -808693.312500 Penalty: 4355.118164
	Iteration 57Q: 3 clusters Score -808693.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -808705.312500 Penalty: 4355.118164
	Iteration 58Q: 3 clusters Score -808705.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -808720.312500 Penalty: 4355.118164
	Iteration 59Q: 3 clusters Score -808720.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -808733.125000 Penalty: 4355.118164
	Iteration 60F: 3 clusters Score -808733.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -808743.750000 Penalty: 4355.118164
	Iteration 61Q: 3 clusters Score -808743.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -808753.375000 Penalty: 4355.118164
	Iteration 62Q: 3 clusters Score -808753.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -808758.812500 Penalty: 4355.118164
	Iteration 63Q: 3 clusters Score -808758.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -808760.750000 Penalty: 4355.118164
	Iteration 64Q: 3 clusters Score -808760.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -808769.812500 Penalty: 4355.118164
	Iteration 65Q: 3 clusters Score -808769.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -808770.687500 Penalty: 4355.118164
	Iteration 66Q: 3 clusters Score -808770.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -808774.250000 Penalty: 4355.118164
	Iteration 67Q: 3 clusters Score -808774.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -808778.312500 Penalty: 4355.118164
	Iteration 68Q: 3 clusters Score -808778.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -808780.437500 Penalty: 4355.118164
	Iteration 69Q: 3 clusters Score -808780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -808785.187500 Penalty: 4355.118164
	Iteration 70Q: 3 clusters Score -808785.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -808787.375000 Penalty: 4355.118164
	Iteration 71Q: 3 clusters Score -808787.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -808793.187500 Penalty: 4355.118164
	Iteration 72Q: 3 clusters Score -808793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -808794.062500 Penalty: 4355.118164
	Iteration 73Q: 3 clusters Score -808794.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -808794.625000 Penalty: 4355.118164
	Iteration 74Q: 3 clusters Score -808794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -808796.000000 Penalty: 4355.118164
	Iteration 75Q: 3 clusters Score -808796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -808798.125000 Penalty: 4355.118164
	Iteration 76Q: 3 clusters Score -808798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -808798.125000 Penalty: 4355.118164
	Iteration 77F: 3 clusters Score -808798.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Entering Unmasked Estep 
Score: -621039.750000 Penalty: 2120.363770
	Iteration 0F: 2 clusters Score -621039.8 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 2560 members 
Entering Unmasked Estep 
Score: -616365.500000 Penalty: 4240.727539
	Iteration 0F: 3 clusters Score -616365.5 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -617517.875000 Penalty: 4240.727539
	Iteration 1F: 3 clusters Score -617517.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -617787.375000 Penalty: 4240.727539
	Iteration 2F: 3 clusters Score -617787.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -618059.625000 Penalty: 4240.727539
	Iteration 3F: 3 clusters Score -618059.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -618357.687500 Penalty: 4240.727539
	Iteration 4F: 3 clusters Score -618357.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -618779.937500 Penalty: 4240.727539
	Iteration 5F: 3 clusters Score -618779.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -619213.125000 Penalty: 4240.727539
	Iteration 6F: 3 clusters Score -619213.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -619559.750000 Penalty: 4240.727539
	Iteration 7F: 3 clusters Score -619559.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -619787.000000 Penalty: 4240.727539
	Iteration 8F: 3 clusters Score -619787 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -619897.500000 Penalty: 4240.727539
	Iteration 9Q: 3 clusters Score -619897.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -619961.500000 Penalty: 4240.727539
	Iteration 10Q: 3 clusters Score -619961.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -620006.312500 Penalty: 4240.727539
	Iteration 11Q: 3 clusters Score -620006.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -620026.500000 Penalty: 4240.727539
	Iteration 12Q: 3 clusters Score -620026.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -620035.625000 Penalty: 4240.727539
	Iteration 13Q: 3 clusters Score -620035.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -620042.250000 Penalty: 4240.727539
	Iteration 14Q: 3 clusters Score -620042.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -620046.000000 Penalty: 4240.727539
	Iteration 15Q: 3 clusters Score -620046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -620052.062500 Penalty: 4240.727539
	Iteration 16Q: 3 clusters Score -620052.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -620059.500000 Penalty: 4240.727539
	Iteration 17Q: 3 clusters Score -620059.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -620063.062500 Penalty: 4240.727539
	Iteration 18Q: 3 clusters Score -620063.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -620068.812500 Penalty: 4240.727539
	Iteration 19Q: 3 clusters Score -620068.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -620072.312500 Penalty: 4240.727539
	Iteration 20F: 3 clusters Score -620072.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -620073.250000 Penalty: 4240.727539
	Iteration 21Q: 3 clusters Score -620073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -620073.312500 Penalty: 4240.727539
	Iteration 22Q: 3 clusters Score -620073.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -620075.312500 Penalty: 4240.727539
	Iteration 23Q: 3 clusters Score -620075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -620076.375000 Penalty: 4240.727539
	Iteration 24Q: 3 clusters Score -620076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -620077.937500 Penalty: 4240.727539
	Iteration 25Q: 3 clusters Score -620077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -620077.812500 Penalty: 4240.727539
	Iteration 26Q: 3 clusters Score -620077.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -620077.250000 Penalty: 4240.727539
	Iteration 27Q: 3 clusters Score -620077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -620078.312500 Penalty: 4240.727539
	Iteration 28Q: 3 clusters Score -620078.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -620078.312500 Penalty: 4240.727539
	Iteration 29F: 3 clusters Score -620078.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Entering Unmasked Estep 
Score: -1379687.375000 Penalty: 2308.724121
	Iteration 0F: 2 clusters Score -1379687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1371386.375000 Penalty: 4617.448242
	Iteration 0F: 3 clusters Score -1371386 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1373897.000000 Penalty: 4617.448242
	Iteration 1F: 3 clusters Score -1373897 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1374235.375000 Penalty: 4617.448242
	Iteration 2F: 3 clusters Score -1374235 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1374537.875000 Penalty: 4617.448242
	Iteration 3F: 3 clusters Score -1374538 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1374830.125000 Penalty: 4617.448242
	Iteration 4Q: 3 clusters Score -1374830 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1375107.250000 Penalty: 4617.448242
	Iteration 5Q: 3 clusters Score -1375107 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1375337.250000 Penalty: 4617.448242
	Iteration 6Q: 3 clusters Score -1375337 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1375569.125000 Penalty: 4617.448242
	Iteration 7Q: 3 clusters Score -1375569 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1375794.125000 Penalty: 4617.448242
	Iteration 8Q: 3 clusters Score -1375794 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1376015.125000 Penalty: 4617.448242
	Iteration 9Q: 3 clusters Score -1376015 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1376196.375000 Penalty: 4617.448242
	Iteration 10Q: 3 clusters Score -1376196 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1376384.125000 Penalty: 4617.448242
	Iteration 11Q: 3 clusters Score -1376384 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1376544.750000 Penalty: 4617.448242
	Iteration 12Q: 3 clusters Score -1376545 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1376689.625000 Penalty: 4617.448242
	Iteration 13Q: 3 clusters Score -1376690 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1376835.500000 Penalty: 4617.448242
	Iteration 14Q: 3 clusters Score -1376836 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1377000.000000 Penalty: 4617.448242
	Iteration 15Q: 3 clusters Score -1377000 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1377194.750000 Penalty: 4617.448242
	Iteration 16Q: 3 clusters Score -1377195 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1377383.875000 Penalty: 4617.448242
	Iteration 17Q: 3 clusters Score -1377384 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1377542.250000 Penalty: 4617.448242
	Iteration 18Q: 3 clusters Score -1377542 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1377664.875000 Penalty: 4617.448242
	Iteration 19Q: 3 clusters Score -1377665 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1377761.875000 Penalty: 4617.448242
	Iteration 20F: 3 clusters Score -1377762 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1377821.375000 Penalty: 4617.448242
	Iteration 21Q: 3 clusters Score -1377821 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1377867.750000 Penalty: 4617.448242
	Iteration 22Q: 3 clusters Score -1377868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1377912.125000 Penalty: 4617.448242
	Iteration 23Q: 3 clusters Score -1377912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1377947.875000 Penalty: 4617.448242
	Iteration 24Q: 3 clusters Score -1377948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1377977.875000 Penalty: 4617.448242
	Iteration 25Q: 3 clusters Score -1377978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1378000.125000 Penalty: 4617.448242
	Iteration 26Q: 3 clusters Score -1378000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1378015.125000 Penalty: 4617.448242
	Iteration 27Q: 3 clusters Score -1378015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1378040.250000 Penalty: 4617.448242
	Iteration 28Q: 3 clusters Score -1378040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1378057.750000 Penalty: 4617.448242
	Iteration 29Q: 3 clusters Score -1378058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1378070.750000 Penalty: 4617.448242
	Iteration 30Q: 3 clusters Score -1378071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1378089.000000 Penalty: 4617.448242
	Iteration 31Q: 3 clusters Score -1378089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1378101.375000 Penalty: 4617.448242
	Iteration 32Q: 3 clusters Score -1378101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1378107.750000 Penalty: 4617.448242
	Iteration 33Q: 3 clusters Score -1378108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1378119.625000 Penalty: 4617.448242
	Iteration 34Q: 3 clusters Score -1378120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1378122.625000 Penalty: 4617.448242
	Iteration 35Q: 3 clusters Score -1378123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1378130.875000 Penalty: 4617.448242
	Iteration 36Q: 3 clusters Score -1378131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1378132.125000 Penalty: 4617.448242
	Iteration 37Q: 3 clusters Score -1378132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1378132.875000 Penalty: 4617.448242
	Iteration 38Q: 3 clusters Score -1378133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1378135.250000 Penalty: 4617.448242
	Iteration 39Q: 3 clusters Score -1378135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1378135.500000 Penalty: 4617.448242
	Iteration 40F: 3 clusters Score -1378136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1378136.000000 Penalty: 4617.448242
	Iteration 41Q: 3 clusters Score -1378136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1378138.250000 Penalty: 4617.448242
	Iteration 42Q: 3 clusters Score -1378138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1378141.500000 Penalty: 4617.448242
	Iteration 43Q: 3 clusters Score -1378142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1378143.625000 Penalty: 4617.448242
	Iteration 44Q: 3 clusters Score -1378144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1378143.875000 Penalty: 4617.448242
	Iteration 45Q: 3 clusters Score -1378144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1378145.125000 Penalty: 4617.448242
	Iteration 46Q: 3 clusters Score -1378145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1378148.250000 Penalty: 4617.448242
	Iteration 47Q: 3 clusters Score -1378148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1378152.250000 Penalty: 4617.448242
	Iteration 48Q: 3 clusters Score -1378152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1378151.500000 Penalty: 4617.448242
	Iteration 49Q: 3 clusters Score -1378152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1378153.375000 Penalty: 4617.448242
	Iteration 50Q: 3 clusters Score -1378153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1378156.125000 Penalty: 4617.448242
	Iteration 51Q: 3 clusters Score -1378156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1378155.875000 Penalty: 4617.448242
	Iteration 52Q: 3 clusters Score -1378156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1378155.375000 Penalty: 4617.448242
	Iteration 53Q: 3 clusters Score -1378155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1378154.500000 Penalty: 4617.448242
	Iteration 54Q: 3 clusters Score -1378154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1378157.000000 Penalty: 4617.448242
	Iteration 55Q: 3 clusters Score -1378157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1378159.250000 Penalty: 4617.448242
	Iteration 56Q: 3 clusters Score -1378159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1378159.000000 Penalty: 4617.448242
	Iteration 57Q: 3 clusters Score -1378159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1378158.875000 Penalty: 4617.448242
	Iteration 58Q: 3 clusters Score -1378159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1378162.750000 Penalty: 4617.448242
	Iteration 59Q: 3 clusters Score -1378163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1378163.375000 Penalty: 4617.448242
	Iteration 60F: 3 clusters Score -1378163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1378164.000000 Penalty: 4617.448242
	Iteration 61Q: 3 clusters Score -1378164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1378164.875000 Penalty: 4617.448242
	Iteration 62Q: 3 clusters Score -1378165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1378169.125000 Penalty: 4617.448242
	Iteration 63Q: 3 clusters Score -1378169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1378174.750000 Penalty: 4617.448242
	Iteration 64Q: 3 clusters Score -1378175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1378178.375000 Penalty: 4617.448242
	Iteration 65Q: 3 clusters Score -1378178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1378180.875000 Penalty: 4617.448242
	Iteration 66Q: 3 clusters Score -1378181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1378180.375000 Penalty: 4617.448242
	Iteration 67Q: 3 clusters Score -1378180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1378183.375000 Penalty: 4617.448242
	Iteration 68Q: 3 clusters Score -1378183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1378183.000000 Penalty: 4617.448242
	Iteration 69Q: 3 clusters Score -1378183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1378183.250000 Penalty: 4617.448242
	Iteration 70Q: 3 clusters Score -1378183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1378187.250000 Penalty: 4617.448242
	Iteration 71Q: 3 clusters Score -1378187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1378189.375000 Penalty: 4617.448242
	Iteration 72Q: 3 clusters Score -1378189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1378192.500000 Penalty: 4617.448242
	Iteration 73Q: 3 clusters Score -1378192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1378191.125000 Penalty: 4617.448242
	Iteration 74Q: 3 clusters Score -1378191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1378194.000000 Penalty: 4617.448242
	Iteration 75Q: 3 clusters Score -1378194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1378198.625000 Penalty: 4617.448242
	Iteration 76Q: 3 clusters Score -1378199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1378202.500000 Penalty: 4617.448242
	Iteration 77Q: 3 clusters Score -1378202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1378203.500000 Penalty: 4617.448242
	Iteration 78Q: 3 clusters Score -1378204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1378202.750000 Penalty: 4617.448242
	Iteration 79Q: 3 clusters Score -1378203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1378204.625000 Penalty: 4617.448242
	Iteration 80F: 3 clusters Score -1378205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1378203.875000 Penalty: 4617.448242
	Iteration 81Q: 3 clusters Score -1378204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1378203.875000 Penalty: 4617.448242
	Iteration 82F: 3 clusters Score -1378204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Entering Unmasked Estep 
Score: -732705.437500 Penalty: 2157.272949
	Iteration 0F: 2 clusters Score -732705.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -727552.500000 Penalty: 4314.545898
	Iteration 0F: 3 clusters Score -727552.5 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -728842.562500 Penalty: 4314.545898
	Iteration 1F: 3 clusters Score -728842.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -729087.875000 Penalty: 4314.545898
	Iteration 2F: 3 clusters Score -729087.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -729222.312500 Penalty: 4314.545898
	Iteration 3Q: 3 clusters Score -729222.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -729315.062500 Penalty: 4314.545898
	Iteration 4Q: 3 clusters Score -729315.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -729371.062500 Penalty: 4314.545898
	Iteration 5Q: 3 clusters Score -729371.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -729422.812500 Penalty: 4314.545898
	Iteration 6Q: 3 clusters Score -729422.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -729466.875000 Penalty: 4314.545898
	Iteration 7Q: 3 clusters Score -729466.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -729501.500000 Penalty: 4314.545898
	Iteration 8Q: 3 clusters Score -729501.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -729531.937500 Penalty: 4314.545898
	Iteration 9Q: 3 clusters Score -729531.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -729568.312500 Penalty: 4314.545898
	Iteration 10Q: 3 clusters Score -729568.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -729603.062500 Penalty: 4314.545898
	Iteration 11Q: 3 clusters Score -729603.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -729629.812500 Penalty: 4314.545898
	Iteration 12Q: 3 clusters Score -729629.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -729655.437500 Penalty: 4314.545898
	Iteration 13Q: 3 clusters Score -729655.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -729680.625000 Penalty: 4314.545898
	Iteration 14Q: 3 clusters Score -729680.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -729705.000000 Penalty: 4314.545898
	Iteration 15Q: 3 clusters Score -729705 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -729729.437500 Penalty: 4314.545898
	Iteration 16Q: 3 clusters Score -729729.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -729757.000000 Penalty: 4314.545898
	Iteration 17Q: 3 clusters Score -729757 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -729792.812500 Penalty: 4314.545898
	Iteration 18Q: 3 clusters Score -729792.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -729821.937500 Penalty: 4314.545898
	Iteration 19Q: 3 clusters Score -729821.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -729846.875000 Penalty: 4314.545898
	Iteration 20F: 3 clusters Score -729846.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -729873.812500 Penalty: 4314.545898
	Iteration 21Q: 3 clusters Score -729873.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -729904.500000 Penalty: 4314.545898
	Iteration 22Q: 3 clusters Score -729904.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -729934.312500 Penalty: 4314.545898
	Iteration 23Q: 3 clusters Score -729934.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -729961.937500 Penalty: 4314.545898
	Iteration 24Q: 3 clusters Score -729961.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -729992.125000 Penalty: 4314.545898
	Iteration 25Q: 3 clusters Score -729992.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -730030.625000 Penalty: 4314.545898
	Iteration 26Q: 3 clusters Score -730030.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -730064.062500 Penalty: 4314.545898
	Iteration 27Q: 3 clusters Score -730064.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -730098.250000 Penalty: 4314.545898
	Iteration 28Q: 3 clusters Score -730098.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -730126.875000 Penalty: 4314.545898
	Iteration 29Q: 3 clusters Score -730126.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -730161.562500 Penalty: 4314.545898
	Iteration 30Q: 3 clusters Score -730161.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -730191.375000 Penalty: 4314.545898
	Iteration 31Q: 3 clusters Score -730191.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -730219.812500 Penalty: 4314.545898
	Iteration 32Q: 3 clusters Score -730219.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -730250.937500 Penalty: 4314.545898
	Iteration 33Q: 3 clusters Score -730250.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -730284.312500 Penalty: 4314.545898
	Iteration 34Q: 3 clusters Score -730284.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -730321.750000 Penalty: 4314.545898
	Iteration 35Q: 3 clusters Score -730321.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -730351.375000 Penalty: 4314.545898
	Iteration 36Q: 3 clusters Score -730351.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -730375.500000 Penalty: 4314.545898
	Iteration 37Q: 3 clusters Score -730375.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -730408.187500 Penalty: 4314.545898
	Iteration 38Q: 3 clusters Score -730408.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -730449.937500 Penalty: 4314.545898
	Iteration 39Q: 3 clusters Score -730449.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -730492.500000 Penalty: 4314.545898
	Iteration 40F: 3 clusters Score -730492.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -730525.062500 Penalty: 4314.545898
	Iteration 41Q: 3 clusters Score -730525.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -730565.562500 Penalty: 4314.545898
	Iteration 42Q: 3 clusters Score -730565.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -730600.062500 Penalty: 4314.545898
	Iteration 43Q: 3 clusters Score -730600.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -730622.250000 Penalty: 4314.545898
	Iteration 44Q: 3 clusters Score -730622.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -730640.125000 Penalty: 4314.545898
	Iteration 45Q: 3 clusters Score -730640.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -730649.437500 Penalty: 4314.545898
	Iteration 46Q: 3 clusters Score -730649.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -730655.562500 Penalty: 4314.545898
	Iteration 47Q: 3 clusters Score -730655.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -730664.875000 Penalty: 4314.545898
	Iteration 48Q: 3 clusters Score -730664.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -730679.812500 Penalty: 4314.545898
	Iteration 49Q: 3 clusters Score -730679.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -730692.062500 Penalty: 4314.545898
	Iteration 50Q: 3 clusters Score -730692.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -730705.625000 Penalty: 4314.545898
	Iteration 51Q: 3 clusters Score -730705.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -730719.812500 Penalty: 4314.545898
	Iteration 52Q: 3 clusters Score -730719.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -730725.875000 Penalty: 4314.545898
	Iteration 53Q: 3 clusters Score -730725.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -730734.625000 Penalty: 4314.545898
	Iteration 54Q: 3 clusters Score -730734.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -730738.687500 Penalty: 4314.545898
	Iteration 55Q: 3 clusters Score -730738.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -730742.125000 Penalty: 4314.545898
	Iteration 56Q: 3 clusters Score -730742.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -730747.625000 Penalty: 4314.545898
	Iteration 57Q: 3 clusters Score -730747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -730752.625000 Penalty: 4314.545898
	Iteration 58Q: 3 clusters Score -730752.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -730759.875000 Penalty: 4314.545898
	Iteration 59Q: 3 clusters Score -730759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -730766.062500 Penalty: 4314.545898
	Iteration 60F: 3 clusters Score -730766.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -730773.375000 Penalty: 4314.545898
	Iteration 61Q: 3 clusters Score -730773.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -730775.750000 Penalty: 4314.545898
	Iteration 62Q: 3 clusters Score -730775.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -730779.625000 Penalty: 4314.545898
	Iteration 63Q: 3 clusters Score -730779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -730782.000000 Penalty: 4314.545898
	Iteration 64Q: 3 clusters Score -730782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -730783.812500 Penalty: 4314.545898
	Iteration 65Q: 3 clusters Score -730783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -730789.437500 Penalty: 4314.545898
	Iteration 66Q: 3 clusters Score -730789.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -730796.312500 Penalty: 4314.545898
	Iteration 67Q: 3 clusters Score -730796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -730798.125000 Penalty: 4314.545898
	Iteration 68Q: 3 clusters Score -730798.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -730800.187500 Penalty: 4314.545898
	Iteration 69Q: 3 clusters Score -730800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -730801.250000 Penalty: 4314.545898
	Iteration 70Q: 3 clusters Score -730801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -730804.000000 Penalty: 4314.545898
	Iteration 71Q: 3 clusters Score -730804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -730804.437500 Penalty: 4314.545898
	Iteration 72Q: 3 clusters Score -730804.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -730804.437500 Penalty: 4314.545898
	Iteration 73F: 3 clusters Score -730804.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -86295.429688 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -86295.43 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 337 members 
Entering Unmasked Estep 
Score: -84621.812500 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -84621.81 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84840.734375 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -84840.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84905.375000 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -84905.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84942.828125 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -84942.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84957.468750 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -84957.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84971.406250 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -84971.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84979.070312 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -84979.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84981.390625 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -84981.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84981.390625 Penalty: 3267.424805
	Iteration 8F: 3 clusters Score -84981.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Entering Unmasked Estep 
Score: -933019.812500 Penalty: 2234.706299
	Iteration 0F: 2 clusters Score -933019.8 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 4140 members 
Entering Unmasked Estep 
Score: -926529.937500 Penalty: 4469.412598
	Iteration 0F: 3 clusters Score -926529.9 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -928636.687500 Penalty: 4469.412598
	Iteration 1F: 3 clusters Score -928636.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -929247.250000 Penalty: 4469.412598
	Iteration 2F: 3 clusters Score -929247.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -929777.062500 Penalty: 4469.412598
	Iteration 3F: 3 clusters Score -929777.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -930205.687500 Penalty: 4469.412598
	Iteration 4F: 3 clusters Score -930205.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -930520.875000 Penalty: 4469.412598
	Iteration 5F: 3 clusters Score -930520.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -930755.937500 Penalty: 4469.412598
	Iteration 6Q: 3 clusters Score -930755.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -930927.312500 Penalty: 4469.412598
	Iteration 7Q: 3 clusters Score -930927.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -931041.500000 Penalty: 4469.412598
	Iteration 8Q: 3 clusters Score -931041.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -931115.250000 Penalty: 4469.412598
	Iteration 9Q: 3 clusters Score -931115.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -931164.437500 Penalty: 4469.412598
	Iteration 10Q: 3 clusters Score -931164.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -931214.750000 Penalty: 4469.412598
	Iteration 11Q: 3 clusters Score -931214.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -931254.562500 Penalty: 4469.412598
	Iteration 12Q: 3 clusters Score -931254.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -931290.937500 Penalty: 4469.412598
	Iteration 13Q: 3 clusters Score -931290.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -931320.500000 Penalty: 4469.412598
	Iteration 14Q: 3 clusters Score -931320.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -931349.125000 Penalty: 4469.412598
	Iteration 15Q: 3 clusters Score -931349.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -931367.437500 Penalty: 4469.412598
	Iteration 16Q: 3 clusters Score -931367.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -931378.375000 Penalty: 4469.412598
	Iteration 17Q: 3 clusters Score -931378.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -931386.562500 Penalty: 4469.412598
	Iteration 18Q: 3 clusters Score -931386.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -931394.125000 Penalty: 4469.412598
	Iteration 19Q: 3 clusters Score -931394.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -931400.125000 Penalty: 4469.412598
	Iteration 20F: 3 clusters Score -931400.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -931406.437500 Penalty: 4469.412598
	Iteration 21Q: 3 clusters Score -931406.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -931411.187500 Penalty: 4469.412598
	Iteration 22Q: 3 clusters Score -931411.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -931414.562500 Penalty: 4469.412598
	Iteration 23Q: 3 clusters Score -931414.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -931417.437500 Penalty: 4469.412598
	Iteration 24Q: 3 clusters Score -931417.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -931420.937500 Penalty: 4469.412598
	Iteration 25Q: 3 clusters Score -931420.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -931424.062500 Penalty: 4469.412598
	Iteration 26Q: 3 clusters Score -931424.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -931427.000000 Penalty: 4469.412598
	Iteration 27Q: 3 clusters Score -931427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -931430.687500 Penalty: 4469.412598
	Iteration 28Q: 3 clusters Score -931430.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -931431.687500 Penalty: 4469.412598
	Iteration 29Q: 3 clusters Score -931431.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -931432.687500 Penalty: 4469.412598
	Iteration 30Q: 3 clusters Score -931432.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -931435.437500 Penalty: 4469.412598
	Iteration 31Q: 3 clusters Score -931435.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -931435.750000 Penalty: 4469.412598
	Iteration 32Q: 3 clusters Score -931435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -931436.187500 Penalty: 4469.412598
	Iteration 33Q: 3 clusters Score -931436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -931435.562500 Penalty: 4469.412598
	Iteration 34Q: 3 clusters Score -931435.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -931435.687500 Penalty: 4469.412598
	Iteration 35Q: 3 clusters Score -931435.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -931435.687500 Penalty: 4469.412598
	Iteration 36Q: 3 clusters Score -931435.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -931439.937500 Penalty: 4469.412598
	Iteration 37Q: 3 clusters Score -931439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -931439.625000 Penalty: 4469.412598
	Iteration 38Q: 3 clusters Score -931439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -931440.125000 Penalty: 4469.412598
	Iteration 39Q: 3 clusters Score -931440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -931441.312500 Penalty: 4469.412598
	Iteration 40F: 3 clusters Score -931441.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -931439.812500 Penalty: 4469.412598
	Iteration 41Q: 3 clusters Score -931439.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -931439.812500 Penalty: 4469.412598
	Iteration 42F: 3 clusters Score -931439.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Entering Unmasked Estep 
Score: -711226.312500 Penalty: 2141.341797
	Iteration 0F: 2 clusters Score -711226.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -706294.000000 Penalty: 4282.683594
	Iteration 0F: 3 clusters Score -706294 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -707548.062500 Penalty: 4282.683594
	Iteration 1F: 3 clusters Score -707548.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -707789.375000 Penalty: 4282.683594
	Iteration 2F: 3 clusters Score -707789.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -707963.375000 Penalty: 4282.683594
	Iteration 3F: 3 clusters Score -707963.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -708106.375000 Penalty: 4282.683594
	Iteration 4Q: 3 clusters Score -708106.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -708251.937500 Penalty: 4282.683594
	Iteration 5Q: 3 clusters Score -708251.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -708395.250000 Penalty: 4282.683594
	Iteration 6Q: 3 clusters Score -708395.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -708517.062500 Penalty: 4282.683594
	Iteration 7Q: 3 clusters Score -708517.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -708616.125000 Penalty: 4282.683594
	Iteration 8Q: 3 clusters Score -708616.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -708720.937500 Penalty: 4282.683594
	Iteration 9Q: 3 clusters Score -708720.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -708804.687500 Penalty: 4282.683594
	Iteration 10Q: 3 clusters Score -708804.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -708874.937500 Penalty: 4282.683594
	Iteration 11Q: 3 clusters Score -708874.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -708927.125000 Penalty: 4282.683594
	Iteration 12Q: 3 clusters Score -708927.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -708974.750000 Penalty: 4282.683594
	Iteration 13Q: 3 clusters Score -708974.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -709012.062500 Penalty: 4282.683594
	Iteration 14Q: 3 clusters Score -709012.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -709045.187500 Penalty: 4282.683594
	Iteration 15Q: 3 clusters Score -709045.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -709072.250000 Penalty: 4282.683594
	Iteration 16Q: 3 clusters Score -709072.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -709095.875000 Penalty: 4282.683594
	Iteration 17Q: 3 clusters Score -709095.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -709117.312500 Penalty: 4282.683594
	Iteration 18Q: 3 clusters Score -709117.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -709136.125000 Penalty: 4282.683594
	Iteration 19Q: 3 clusters Score -709136.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -709152.437500 Penalty: 4282.683594
	Iteration 20F: 3 clusters Score -709152.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -709168.625000 Penalty: 4282.683594
	Iteration 21Q: 3 clusters Score -709168.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -709183.875000 Penalty: 4282.683594
	Iteration 22Q: 3 clusters Score -709183.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -709198.375000 Penalty: 4282.683594
	Iteration 23Q: 3 clusters Score -709198.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -709210.125000 Penalty: 4282.683594
	Iteration 24Q: 3 clusters Score -709210.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -709217.687500 Penalty: 4282.683594
	Iteration 25Q: 3 clusters Score -709217.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -709224.812500 Penalty: 4282.683594
	Iteration 26Q: 3 clusters Score -709224.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -709228.750000 Penalty: 4282.683594
	Iteration 27Q: 3 clusters Score -709228.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -709230.250000 Penalty: 4282.683594
	Iteration 28Q: 3 clusters Score -709230.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -709232.875000 Penalty: 4282.683594
	Iteration 29Q: 3 clusters Score -709232.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -709235.187500 Penalty: 4282.683594
	Iteration 30Q: 3 clusters Score -709235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -709237.750000 Penalty: 4282.683594
	Iteration 31Q: 3 clusters Score -709237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -709239.500000 Penalty: 4282.683594
	Iteration 32Q: 3 clusters Score -709239.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -709240.312500 Penalty: 4282.683594
	Iteration 33Q: 3 clusters Score -709240.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -709243.125000 Penalty: 4282.683594
	Iteration 34Q: 3 clusters Score -709243.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -709243.812500 Penalty: 4282.683594
	Iteration 35Q: 3 clusters Score -709243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -709245.125000 Penalty: 4282.683594
	Iteration 36Q: 3 clusters Score -709245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -709248.437500 Penalty: 4282.683594
	Iteration 37Q: 3 clusters Score -709248.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -709250.562500 Penalty: 4282.683594
	Iteration 38Q: 3 clusters Score -709250.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -709254.187500 Penalty: 4282.683594
	Iteration 39Q: 3 clusters Score -709254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -709258.125000 Penalty: 4282.683594
	Iteration 40F: 3 clusters Score -709258.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -709258.750000 Penalty: 4282.683594
	Iteration 41Q: 3 clusters Score -709258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -709262.625000 Penalty: 4282.683594
	Iteration 42Q: 3 clusters Score -709262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -709265.375000 Penalty: 4282.683594
	Iteration 43Q: 3 clusters Score -709265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -709266.250000 Penalty: 4282.683594
	Iteration 44Q: 3 clusters Score -709266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -709267.312500 Penalty: 4282.683594
	Iteration 45Q: 3 clusters Score -709267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -709268.250000 Penalty: 4282.683594
	Iteration 46Q: 3 clusters Score -709268.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -709268.250000 Penalty: 4282.683594
	Iteration 47F: 3 clusters Score -709268.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (52475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Entering Unmasked Estep 
Score: -6659907.000000 Penalty: 2695.286865
	Iteration 0F: 2 clusters Score -6659907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -6624834.000000 Penalty: 5390.573730
	Iteration 0F: 3 clusters Score -6624834 nChanged 24232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -6638885.500000 Penalty: 5390.573730
	Iteration 1F: 3 clusters Score -6638886 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -6640541.000000 Penalty: 5390.573730
	Iteration 2F: 3 clusters Score -6640541 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -6643120.500000 Penalty: 5390.573730
	Iteration 3F: 3 clusters Score -6643120 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -6646452.000000 Penalty: 5390.573730
	Iteration 4F: 3 clusters Score -6646452 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -6650064.000000 Penalty: 5390.573730
	Iteration 5F: 3 clusters Score -6650064 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -6652968.000000 Penalty: 5390.573730
	Iteration 6F: 3 clusters Score -6652968 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -6655136.500000 Penalty: 5390.573730
	Iteration 7Q: 3 clusters Score -6655136 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -6656614.000000 Penalty: 5390.573730
	Iteration 8Q: 3 clusters Score -6656614 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -6657340.000000 Penalty: 5390.573730
	Iteration 9Q: 3 clusters Score -6657340 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -6657627.500000 Penalty: 5390.573730
	Iteration 10Q: 3 clusters Score -6657628 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -6657793.500000 Penalty: 5390.573730
	Iteration 11Q: 3 clusters Score -6657794 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -6657912.000000 Penalty: 5390.573730
	Iteration 12Q: 3 clusters Score -6657912 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -6657982.500000 Penalty: 5390.573730
	Iteration 13Q: 3 clusters Score -6657982 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -6658042.500000 Penalty: 5390.573730
	Iteration 14Q: 3 clusters Score -6658042 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -6658105.000000 Penalty: 5390.573730
	Iteration 15Q: 3 clusters Score -6658105 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -6658152.500000 Penalty: 5390.573730
	Iteration 16Q: 3 clusters Score -6658152 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -6658225.500000 Penalty: 5390.573730
	Iteration 17Q: 3 clusters Score -6658226 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -6658246.500000 Penalty: 5390.573730
	Iteration 18Q: 3 clusters Score -6658246 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -6658268.500000 Penalty: 5390.573730
	Iteration 19Q: 3 clusters Score -6658268 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -6658294.000000 Penalty: 5390.573730
	Iteration 20F: 3 clusters Score -6658294 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -6658339.000000 Penalty: 5390.573730
	Iteration 21Q: 3 clusters Score -6658339 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -6658353.500000 Penalty: 5390.573730
	Iteration 22Q: 3 clusters Score -6658354 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -6658382.500000 Penalty: 5390.573730
	Iteration 23Q: 3 clusters Score -6658382 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -6658407.500000 Penalty: 5390.573730
	Iteration 24Q: 3 clusters Score -6658408 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -6658423.500000 Penalty: 5390.573730
	Iteration 25Q: 3 clusters Score -6658424 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -6658451.500000 Penalty: 5390.573730
	Iteration 26Q: 3 clusters Score -6658452 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -6658449.000000 Penalty: 5390.573730
	Iteration 27Q: 3 clusters Score -6658449 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -6658469.000000 Penalty: 5390.573730
	Iteration 28Q: 3 clusters Score -6658469 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -6658480.500000 Penalty: 5390.573730
	Iteration 29Q: 3 clusters Score -6658480 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -6658508.000000 Penalty: 5390.573730
	Iteration 30Q: 3 clusters Score -6658508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -6658521.500000 Penalty: 5390.573730
	Iteration 31Q: 3 clusters Score -6658522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -6658527.000000 Penalty: 5390.573730
	Iteration 32Q: 3 clusters Score -6658527 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -6658536.000000 Penalty: 5390.573730
	Iteration 33Q: 3 clusters Score -6658536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -6658561.500000 Penalty: 5390.573730
	Iteration 34Q: 3 clusters Score -6658562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -6658573.000000 Penalty: 5390.573730
	Iteration 35Q: 3 clusters Score -6658573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -6658540.500000 Penalty: 5390.573730
	Iteration 36Q: 3 clusters Score -6658540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -6658545.000000 Penalty: 5390.573730
	Iteration 37Q: 3 clusters Score -6658545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -6658546.500000 Penalty: 5390.573730
	Iteration 38Q: 3 clusters Score -6658546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -6658557.500000 Penalty: 5390.573730
	Iteration 39Q: 3 clusters Score -6658558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -6658571.500000 Penalty: 5390.573730
	Iteration 40F: 3 clusters Score -6658572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -6658571.500000 Penalty: 5390.573730
	Iteration 41Q: 3 clusters Score -6658572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -6658570.500000 Penalty: 5390.573730
	Iteration 42Q: 3 clusters Score -6658570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -6658572.500000 Penalty: 5390.573730
	Iteration 43Q: 3 clusters Score -6658572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -6658571.000000 Penalty: 5390.573730
	Iteration 44Q: 3 clusters Score -6658571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -6658576.000000 Penalty: 5390.573730
	Iteration 45Q: 3 clusters Score -6658576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -6658583.000000 Penalty: 5390.573730
	Iteration 46Q: 3 clusters Score -6658583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -6658588.000000 Penalty: 5390.573730
	Iteration 47Q: 3 clusters Score -6658588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -6658590.000000 Penalty: 5390.573730
	Iteration 48Q: 3 clusters Score -6658590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -6658592.500000 Penalty: 5390.573730
	Iteration 49Q: 3 clusters Score -6658592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -6658594.500000 Penalty: 5390.573730
	Iteration 50Q: 3 clusters Score -6658594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -6658596.500000 Penalty: 5390.573730
	Iteration 51Q: 3 clusters Score -6658596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -6658600.500000 Penalty: 5390.573730
	Iteration 52Q: 3 clusters Score -6658600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -6658594.500000 Penalty: 5390.573730
	Iteration 53Q: 3 clusters Score -6658594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -6658592.000000 Penalty: 5390.573730
	Iteration 54Q: 3 clusters Score -6658592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -6658592.000000 Penalty: 5390.573730
	Iteration 55Q: 3 clusters Score -6658592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -6658588.500000 Penalty: 5390.573730
	Iteration 56Q: 3 clusters Score -6658588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -6658591.000000 Penalty: 5390.573730
	Iteration 57Q: 3 clusters Score -6658591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -6658589.000000 Penalty: 5390.573730
	Iteration 58Q: 3 clusters Score -6658589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -6658594.500000 Penalty: 5390.573730
	Iteration 59Q: 3 clusters Score -6658594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -6658591.000000 Penalty: 5390.573730
	Iteration 60F: 3 clusters Score -6658591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -6658589.500000 Penalty: 5390.573730
	Iteration 61Q: 3 clusters Score -6658590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -6658598.000000 Penalty: 5390.573730
	Iteration 62Q: 3 clusters Score -6658598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -6658598.000000 Penalty: 5390.573730
	Iteration 63Q: 3 clusters Score -6658598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -6658598.000000 Penalty: 5390.573730
	Iteration 64Q: 3 clusters Score -6658598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -6658598.000000 Penalty: 5390.573730
	Iteration 65Q: 3 clusters Score -6658598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -6658599.500000 Penalty: 5390.573730
	Iteration 66Q: 3 clusters Score -6658600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -6658600.500000 Penalty: 5390.573730
	Iteration 67Q: 3 clusters Score -6658600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -6658598.000000 Penalty: 5390.573730
	Iteration 68Q: 3 clusters Score -6658598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -6658595.500000 Penalty: 5390.573730
	Iteration 69Q: 3 clusters Score -6658596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -6658592.000000 Penalty: 5390.573730
	Iteration 70Q: 3 clusters Score -6658592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -6658595.500000 Penalty: 5390.573730
	Iteration 71Q: 3 clusters Score -6658596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -6658590.500000 Penalty: 5390.573730
	Iteration 72Q: 3 clusters Score -6658590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -6658597.500000 Penalty: 5390.573730
	Iteration 73Q: 3 clusters Score -6658598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -6658599.000000 Penalty: 5390.573730
	Iteration 74Q: 3 clusters Score -6658599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -6658603.500000 Penalty: 5390.573730
	Iteration 75Q: 3 clusters Score -6658604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6658602.000000 Penalty: 5390.573730
	Iteration 76Q: 3 clusters Score -6658602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -6658606.000000 Penalty: 5390.573730
	Iteration 77Q: 3 clusters Score -6658606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -6658607.500000 Penalty: 5390.573730
	Iteration 78Q: 3 clusters Score -6658608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -6658608.000000 Penalty: 5390.573730
	Iteration 79Q: 3 clusters Score -6658608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -6658601.500000 Penalty: 5390.573730
	Iteration 80F: 3 clusters Score -6658602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -6658610.000000 Penalty: 5390.573730
	Iteration 81Q: 3 clusters Score -6658610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -6658609.000000 Penalty: 5390.573730
	Iteration 82Q: 3 clusters Score -6658609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -6658612.500000 Penalty: 5390.573730
	Iteration 83Q: 3 clusters Score -6658612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -6658612.500000 Penalty: 5390.573730
	Iteration 84F: 3 clusters Score -6658612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Entering Unmasked Estep 
Score: -185290.281250 Penalty: 1820.366455
	Iteration 0F: 2 clusters Score -185290.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -182994.968750 Penalty: 3640.732910
	Iteration 0F: 3 clusters Score -182995 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -183390.640625 Penalty: 3640.732910
	Iteration 1F: 3 clusters Score -183390.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -183554.328125 Penalty: 3640.732910
	Iteration 2F: 3 clusters Score -183554.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -183665.187500 Penalty: 3640.732910
	Iteration 3F: 3 clusters Score -183665.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -183777.015625 Penalty: 3640.732910
	Iteration 4Q: 3 clusters Score -183777 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -183872.343750 Penalty: 3640.732910
	Iteration 5Q: 3 clusters Score -183872.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -183935.328125 Penalty: 3640.732910
	Iteration 6Q: 3 clusters Score -183935.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -183983.859375 Penalty: 3640.732910
	Iteration 7Q: 3 clusters Score -183983.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -184026.375000 Penalty: 3640.732910
	Iteration 8Q: 3 clusters Score -184026.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -184052.968750 Penalty: 3640.732910
	Iteration 9Q: 3 clusters Score -184053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -184082.640625 Penalty: 3640.732910
	Iteration 10Q: 3 clusters Score -184082.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -184113.359375 Penalty: 3640.732910
	Iteration 11Q: 3 clusters Score -184113.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -184149.093750 Penalty: 3640.732910
	Iteration 12Q: 3 clusters Score -184149.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -184193.593750 Penalty: 3640.732910
	Iteration 13Q: 3 clusters Score -184193.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -184221.062500 Penalty: 3640.732910
	Iteration 14Q: 3 clusters Score -184221.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -184250.343750 Penalty: 3640.732910
	Iteration 15Q: 3 clusters Score -184250.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -184279.328125 Penalty: 3640.732910
	Iteration 16Q: 3 clusters Score -184279.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -184305.187500 Penalty: 3640.732910
	Iteration 17Q: 3 clusters Score -184305.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -184318.531250 Penalty: 3640.732910
	Iteration 18Q: 3 clusters Score -184318.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -184328.453125 Penalty: 3640.732910
	Iteration 19Q: 3 clusters Score -184328.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -184334.828125 Penalty: 3640.732910
	Iteration 20F: 3 clusters Score -184334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -184341.468750 Penalty: 3640.732910
	Iteration 21Q: 3 clusters Score -184341.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -184351.187500 Penalty: 3640.732910
	Iteration 22Q: 3 clusters Score -184351.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -184361.437500 Penalty: 3640.732910
	Iteration 23Q: 3 clusters Score -184361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -184367.296875 Penalty: 3640.732910
	Iteration 24Q: 3 clusters Score -184367.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -184370.625000 Penalty: 3640.732910
	Iteration 25Q: 3 clusters Score -184370.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -184379.781250 Penalty: 3640.732910
	Iteration 26Q: 3 clusters Score -184379.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -184388.000000 Penalty: 3640.732910
	Iteration 27Q: 3 clusters Score -184388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -184404.828125 Penalty: 3640.732910
	Iteration 28Q: 3 clusters Score -184404.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -184421.734375 Penalty: 3640.732910
	Iteration 29Q: 3 clusters Score -184421.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -184442.781250 Penalty: 3640.732910
	Iteration 30Q: 3 clusters Score -184442.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -184463.437500 Penalty: 3640.732910
	Iteration 31Q: 3 clusters Score -184463.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -184480.515625 Penalty: 3640.732910
	Iteration 32Q: 3 clusters Score -184480.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -184491.234375 Penalty: 3640.732910
	Iteration 33Q: 3 clusters Score -184491.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -184502.156250 Penalty: 3640.732910
	Iteration 34Q: 3 clusters Score -184502.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -184519.109375 Penalty: 3640.732910
	Iteration 35Q: 3 clusters Score -184519.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -184533.953125 Penalty: 3640.732910
	Iteration 36Q: 3 clusters Score -184534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -184542.031250 Penalty: 3640.732910
	Iteration 37Q: 3 clusters Score -184542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -184546.875000 Penalty: 3640.732910
	Iteration 38Q: 3 clusters Score -184546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -184551.562500 Penalty: 3640.732910
	Iteration 39Q: 3 clusters Score -184551.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -184552.234375 Penalty: 3640.732910
	Iteration 40F: 3 clusters Score -184552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -184553.421875 Penalty: 3640.732910
	Iteration 41Q: 3 clusters Score -184553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -184554.125000 Penalty: 3640.732910
	Iteration 42Q: 3 clusters Score -184554.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -184554.125000 Penalty: 3640.732910
	Iteration 43F: 3 clusters Score -184554.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Entering Unmasked Estep 
Score: -1561906.000000 Penalty: 2363.519287
	Iteration 0F: 2 clusters Score -1561906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1551846.250000 Penalty: 4727.038574
	Iteration 0F: 3 clusters Score -1551846 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1555416.750000 Penalty: 4727.038574
	Iteration 1F: 3 clusters Score -1555417 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1556220.750000 Penalty: 4727.038574
	Iteration 2F: 3 clusters Score -1556221 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1557035.375000 Penalty: 4727.038574
	Iteration 3F: 3 clusters Score -1557035 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1557773.625000 Penalty: 4727.038574
	Iteration 4F: 3 clusters Score -1557774 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1558369.875000 Penalty: 4727.038574
	Iteration 5F: 3 clusters Score -1558370 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1558802.750000 Penalty: 4727.038574
	Iteration 6F: 3 clusters Score -1558803 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1559080.500000 Penalty: 4727.038574
	Iteration 7Q: 3 clusters Score -1559080 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1559274.125000 Penalty: 4727.038574
	Iteration 8Q: 3 clusters Score -1559274 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1559408.500000 Penalty: 4727.038574
	Iteration 9Q: 3 clusters Score -1559408 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1559513.875000 Penalty: 4727.038574
	Iteration 10Q: 3 clusters Score -1559514 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1559582.875000 Penalty: 4727.038574
	Iteration 11Q: 3 clusters Score -1559583 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1559663.125000 Penalty: 4727.038574
	Iteration 12Q: 3 clusters Score -1559663 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1559755.875000 Penalty: 4727.038574
	Iteration 13Q: 3 clusters Score -1559756 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1559837.250000 Penalty: 4727.038574
	Iteration 14Q: 3 clusters Score -1559837 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1559934.500000 Penalty: 4727.038574
	Iteration 15Q: 3 clusters Score -1559934 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1560074.875000 Penalty: 4727.038574
	Iteration 16Q: 3 clusters Score -1560075 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1560216.125000 Penalty: 4727.038574
	Iteration 17Q: 3 clusters Score -1560216 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1560376.375000 Penalty: 4727.038574
	Iteration 18Q: 3 clusters Score -1560376 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1560524.250000 Penalty: 4727.038574
	Iteration 19Q: 3 clusters Score -1560524 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1560665.625000 Penalty: 4727.038574
	Iteration 20F: 3 clusters Score -1560666 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1560800.250000 Penalty: 4727.038574
	Iteration 21Q: 3 clusters Score -1560800 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1560919.000000 Penalty: 4727.038574
	Iteration 22Q: 3 clusters Score -1560919 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1561020.250000 Penalty: 4727.038574
	Iteration 23Q: 3 clusters Score -1561020 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1561063.750000 Penalty: 4727.038574
	Iteration 24Q: 3 clusters Score -1561064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1561091.250000 Penalty: 4727.038574
	Iteration 25Q: 3 clusters Score -1561091 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1561116.625000 Penalty: 4727.038574
	Iteration 26Q: 3 clusters Score -1561117 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1561136.125000 Penalty: 4727.038574
	Iteration 27Q: 3 clusters Score -1561136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1561155.500000 Penalty: 4727.038574
	Iteration 28Q: 3 clusters Score -1561156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1561167.625000 Penalty: 4727.038574
	Iteration 29Q: 3 clusters Score -1561168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1561183.625000 Penalty: 4727.038574
	Iteration 30Q: 3 clusters Score -1561184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1561197.125000 Penalty: 4727.038574
	Iteration 31Q: 3 clusters Score -1561197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1561201.625000 Penalty: 4727.038574
	Iteration 32Q: 3 clusters Score -1561202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1561211.500000 Penalty: 4727.038574
	Iteration 33Q: 3 clusters Score -1561212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1561216.750000 Penalty: 4727.038574
	Iteration 34Q: 3 clusters Score -1561217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1561226.500000 Penalty: 4727.038574
	Iteration 35Q: 3 clusters Score -1561226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1561230.750000 Penalty: 4727.038574
	Iteration 36Q: 3 clusters Score -1561231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1561244.375000 Penalty: 4727.038574
	Iteration 37Q: 3 clusters Score -1561244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1561243.000000 Penalty: 4727.038574
	Iteration 38Q: 3 clusters Score -1561243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1561246.250000 Penalty: 4727.038574
	Iteration 39Q: 3 clusters Score -1561246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1561252.625000 Penalty: 4727.038574
	Iteration 40F: 3 clusters Score -1561253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1561252.250000 Penalty: 4727.038574
	Iteration 41Q: 3 clusters Score -1561252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1561255.125000 Penalty: 4727.038574
	Iteration 42Q: 3 clusters Score -1561255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1561255.000000 Penalty: 4727.038574
	Iteration 43Q: 3 clusters Score -1561255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1561257.875000 Penalty: 4727.038574
	Iteration 44Q: 3 clusters Score -1561258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1561260.375000 Penalty: 4727.038574
	Iteration 45Q: 3 clusters Score -1561260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1561262.625000 Penalty: 4727.038574
	Iteration 46Q: 3 clusters Score -1561263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1561265.375000 Penalty: 4727.038574
	Iteration 47Q: 3 clusters Score -1561265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1561264.000000 Penalty: 4727.038574
	Iteration 48Q: 3 clusters Score -1561264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1561264.625000 Penalty: 4727.038574
	Iteration 49Q: 3 clusters Score -1561265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1561264.750000 Penalty: 4727.038574
	Iteration 50Q: 3 clusters Score -1561265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1561261.750000 Penalty: 4727.038574
	Iteration 51Q: 3 clusters Score -1561262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1561262.125000 Penalty: 4727.038574
	Iteration 52Q: 3 clusters Score -1561262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1561266.000000 Penalty: 4727.038574
	Iteration 53Q: 3 clusters Score -1561266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1561262.125000 Penalty: 4727.038574
	Iteration 54Q: 3 clusters Score -1561262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1561262.125000 Penalty: 4727.038574
	Iteration 55Q: 3 clusters Score -1561262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1561266.000000 Penalty: 4727.038574
	Iteration 56Q: 3 clusters Score -1561266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1561267.250000 Penalty: 4727.038574
	Iteration 57Q: 3 clusters Score -1561267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1561269.125000 Penalty: 4727.038574
	Iteration 58Q: 3 clusters Score -1561269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1561271.500000 Penalty: 4727.038574
	Iteration 59Q: 3 clusters Score -1561272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1561272.875000 Penalty: 4727.038574
	Iteration 60F: 3 clusters Score -1561273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1561270.875000 Penalty: 4727.038574
	Iteration 61Q: 3 clusters Score -1561271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1561270.000000 Penalty: 4727.038574
	Iteration 62Q: 3 clusters Score -1561270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1561273.750000 Penalty: 4727.038574
	Iteration 63Q: 3 clusters Score -1561274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1561277.375000 Penalty: 4727.038574
	Iteration 64Q: 3 clusters Score -1561277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1561277.375000 Penalty: 4727.038574
	Iteration 65Q: 3 clusters Score -1561277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1561279.750000 Penalty: 4727.038574
	Iteration 66Q: 3 clusters Score -1561280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1561276.750000 Penalty: 4727.038574
	Iteration 67Q: 3 clusters Score -1561277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1561277.125000 Penalty: 4727.038574
	Iteration 68Q: 3 clusters Score -1561277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1561280.500000 Penalty: 4727.038574
	Iteration 69Q: 3 clusters Score -1561280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1561281.000000 Penalty: 4727.038574
	Iteration 70Q: 3 clusters Score -1561281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1561281.875000 Penalty: 4727.038574
	Iteration 71Q: 3 clusters Score -1561282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1561282.375000 Penalty: 4727.038574
	Iteration 72Q: 3 clusters Score -1561282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1561282.125000 Penalty: 4727.038574
	Iteration 73Q: 3 clusters Score -1561282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1561283.500000 Penalty: 4727.038574
	Iteration 74Q: 3 clusters Score -1561284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1561280.875000 Penalty: 4727.038574
	Iteration 75Q: 3 clusters Score -1561281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1561283.125000 Penalty: 4727.038574
	Iteration 76Q: 3 clusters Score -1561283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1561283.125000 Penalty: 4727.038574
	Iteration 77F: 3 clusters Score -1561283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -284752.000000 Penalty: 1928.476562
	Iteration 0F: 2 clusters Score -284752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -281881.406250 Penalty: 3856.953125
	Iteration 0F: 3 clusters Score -281881.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -282386.437500 Penalty: 3856.953125
	Iteration 1F: 3 clusters Score -282386.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -282518.031250 Penalty: 3856.953125
	Iteration 2F: 3 clusters Score -282518 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -282607.718750 Penalty: 3856.953125
	Iteration 3Q: 3 clusters Score -282607.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -282672.937500 Penalty: 3856.953125
	Iteration 4Q: 3 clusters Score -282672.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -282724.625000 Penalty: 3856.953125
	Iteration 5Q: 3 clusters Score -282724.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -282766.937500 Penalty: 3856.953125
	Iteration 6Q: 3 clusters Score -282766.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -282804.468750 Penalty: 3856.953125
	Iteration 7Q: 3 clusters Score -282804.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -282830.750000 Penalty: 3856.953125
	Iteration 8Q: 3 clusters Score -282830.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -282845.156250 Penalty: 3856.953125
	Iteration 9Q: 3 clusters Score -282845.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -282856.531250 Penalty: 3856.953125
	Iteration 10Q: 3 clusters Score -282856.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -282867.875000 Penalty: 3856.953125
	Iteration 11Q: 3 clusters Score -282867.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -282879.781250 Penalty: 3856.953125
	Iteration 12Q: 3 clusters Score -282879.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -282891.718750 Penalty: 3856.953125
	Iteration 13Q: 3 clusters Score -282891.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -282902.437500 Penalty: 3856.953125
	Iteration 14Q: 3 clusters Score -282902.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -282915.062500 Penalty: 3856.953125
	Iteration 15Q: 3 clusters Score -282915.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -282925.343750 Penalty: 3856.953125
	Iteration 16Q: 3 clusters Score -282925.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -282932.312500 Penalty: 3856.953125
	Iteration 17Q: 3 clusters Score -282932.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -282936.812500 Penalty: 3856.953125
	Iteration 18Q: 3 clusters Score -282936.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -282939.062500 Penalty: 3856.953125
	Iteration 19Q: 3 clusters Score -282939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -282942.531250 Penalty: 3856.953125
	Iteration 20F: 3 clusters Score -282942.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -282949.906250 Penalty: 3856.953125
	Iteration 21Q: 3 clusters Score -282949.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -282959.468750 Penalty: 3856.953125
	Iteration 22Q: 3 clusters Score -282959.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -282967.406250 Penalty: 3856.953125
	Iteration 23Q: 3 clusters Score -282967.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -282976.906250 Penalty: 3856.953125
	Iteration 24Q: 3 clusters Score -282976.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -282983.562500 Penalty: 3856.953125
	Iteration 25Q: 3 clusters Score -282983.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -282990.375000 Penalty: 3856.953125
	Iteration 26Q: 3 clusters Score -282990.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -282996.531250 Penalty: 3856.953125
	Iteration 27Q: 3 clusters Score -282996.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -283005.593750 Penalty: 3856.953125
	Iteration 28Q: 3 clusters Score -283005.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -283013.000000 Penalty: 3856.953125
	Iteration 29Q: 3 clusters Score -283013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -283018.781250 Penalty: 3856.953125
	Iteration 30Q: 3 clusters Score -283018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -283020.562500 Penalty: 3856.953125
	Iteration 31Q: 3 clusters Score -283020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -283022.437500 Penalty: 3856.953125
	Iteration 32Q: 3 clusters Score -283022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -283024.187500 Penalty: 3856.953125
	Iteration 33Q: 3 clusters Score -283024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -283025.718750 Penalty: 3856.953125
	Iteration 34Q: 3 clusters Score -283025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -283029.781250 Penalty: 3856.953125
	Iteration 35Q: 3 clusters Score -283029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -283032.187500 Penalty: 3856.953125
	Iteration 36Q: 3 clusters Score -283032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -283034.000000 Penalty: 3856.953125
	Iteration 37Q: 3 clusters Score -283034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -283034.656250 Penalty: 3856.953125
	Iteration 38Q: 3 clusters Score -283034.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -283035.937500 Penalty: 3856.953125
	Iteration 39Q: 3 clusters Score -283035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -283038.312500 Penalty: 3856.953125
	Iteration 40F: 3 clusters Score -283038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -283043.437500 Penalty: 3856.953125
	Iteration 41Q: 3 clusters Score -283043.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -283047.906250 Penalty: 3856.953125
	Iteration 42Q: 3 clusters Score -283047.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -283051.406250 Penalty: 3856.953125
	Iteration 43Q: 3 clusters Score -283051.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -283053.937500 Penalty: 3856.953125
	Iteration 44Q: 3 clusters Score -283053.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -283058.000000 Penalty: 3856.953125
	Iteration 45Q: 3 clusters Score -283058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -283060.062500 Penalty: 3856.953125
	Iteration 46Q: 3 clusters Score -283060.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -283062.656250 Penalty: 3856.953125
	Iteration 47Q: 3 clusters Score -283062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -283063.937500 Penalty: 3856.953125
	Iteration 48Q: 3 clusters Score -283063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -283065.000000 Penalty: 3856.953125
	Iteration 49Q: 3 clusters Score -283065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -283066.031250 Penalty: 3856.953125
	Iteration 50Q: 3 clusters Score -283066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -283066.343750 Penalty: 3856.953125
	Iteration 51Q: 3 clusters Score -283066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -283067.437500 Penalty: 3856.953125
	Iteration 52Q: 3 clusters Score -283067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -283068.375000 Penalty: 3856.953125
	Iteration 53Q: 3 clusters Score -283068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -283070.062500 Penalty: 3856.953125
	Iteration 54Q: 3 clusters Score -283070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -283071.562500 Penalty: 3856.953125
	Iteration 55Q: 3 clusters Score -283071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -283073.718750 Penalty: 3856.953125
	Iteration 56Q: 3 clusters Score -283073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -283075.906250 Penalty: 3856.953125
	Iteration 57Q: 3 clusters Score -283075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -283078.781250 Penalty: 3856.953125
	Iteration 58Q: 3 clusters Score -283078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -283082.437500 Penalty: 3856.953125
	Iteration 59Q: 3 clusters Score -283082.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -283087.093750 Penalty: 3856.953125
	Iteration 60F: 3 clusters Score -283087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -283090.125000 Penalty: 3856.953125
	Iteration 61Q: 3 clusters Score -283090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -283096.250000 Penalty: 3856.953125
	Iteration 62Q: 3 clusters Score -283096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -283099.281250 Penalty: 3856.953125
	Iteration 63Q: 3 clusters Score -283099.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -283100.531250 Penalty: 3856.953125
	Iteration 64Q: 3 clusters Score -283100.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -283101.468750 Penalty: 3856.953125
	Iteration 65Q: 3 clusters Score -283101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -283102.500000 Penalty: 3856.953125
	Iteration 66Q: 3 clusters Score -283102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -283102.500000 Penalty: 3856.953125
	Iteration 67F: 3 clusters Score -283102.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -67278.757812 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -67278.76 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 283 members 
Entering Unmasked Estep 
Score: -65792.906250 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -65792.91 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66321.226562 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -66321.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66587.070312 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -66587.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -66775.820312 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -66775.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67015.046875 Penalty: 3197.076904
	Iteration 4F: 3 clusters Score -67015.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -67150.296875 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -67150.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -67181.820312 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -67181.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -67200.632812 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -67200.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -67224.609375 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -67224.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -67247.578125 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -67247.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -67256.210938 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -67256.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -67256.210938 Penalty: 3197.076904
	Iteration 11F: 3 clusters Score -67256.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 17317 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 15547 members 
Mstep: Class 5 contains 129285 members 
Mstep: Class 6 contains 101621 members 
Mstep: Class 7 contains 30461 members 
Mstep: Class 8 contains 165949 members 
Mstep: Class 9 contains 7926 members 
Mstep: Class 10 contains 13818 members 
Mstep: Class 11 contains 44992 members 
Mstep: Class 12 contains 104392 members 
Mstep: Class 13 contains 44350 members 
Mstep: Class 14 contains 260103 members 
Mstep: Class 15 contains 73929 members 
Mstep: Class 16 contains 15963 members 
Mstep: Class 17 contains 49486 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 35989 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 6506 members 
Mstep: Class 23 contains 5166 members 
Mstep: Class 24 contains 11041 members 
Mstep: Class 25 contains 5995 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8192 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 52475 members 
Mstep: Class 30 contains 1541 members 
Mstep: Class 31 contains 13771 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710720.000000 Penalty: 114993.804688
Iteration 239Q: 34 clusters Score -1.577107e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 17254 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 15546 members 
Mstep: Class 5 contains 128831 members 
Mstep: Class 6 contains 101626 members 
Mstep: Class 7 contains 30470 members 
Mstep: Class 8 contains 165848 members 
Mstep: Class 9 contains 7923 members 
Mstep: Class 10 contains 13816 members 
Mstep: Class 11 contains 44962 members 
Mstep: Class 12 contains 104402 members 
Mstep: Class 13 contains 44326 members 
Mstep: Class 14 contains 260188 members 
Mstep: Class 15 contains 73934 members 
Mstep: Class 16 contains 16075 members 
Mstep: Class 17 contains 49488 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 35976 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 6528 members 
Mstep: Class 23 contains 5167 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 6000 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8192 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 52908 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 13765 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710720.000000 Penalty: 114993.804688
Iteration 240F: 34 clusters Score -1.577107e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 17209 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 15545 members 
Mstep: Class 5 contains 128400 members 
Mstep: Class 6 contains 101633 members 
Mstep: Class 7 contains 30486 members 
Mstep: Class 8 contains 165708 members 
Mstep: Class 9 contains 7923 members 
Mstep: Class 10 contains 13814 members 
Mstep: Class 11 contains 44933 members 
Mstep: Class 12 contains 104419 members 
Mstep: Class 13 contains 44292 members 
Mstep: Class 14 contains 260254 members 
Mstep: Class 15 contains 73937 members 
Mstep: Class 16 contains 16198 members 
Mstep: Class 17 contains 49490 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6558 members 
Mstep: Class 20 contains 35962 members 
Mstep: Class 21 contains 4721 members 
Mstep: Class 22 contains 6553 members 
Mstep: Class 23 contains 5167 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 6004 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8196 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 53345 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 13755 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710880.000000 Penalty: 114993.804688
Iteration 241Q: 34 clusters Score -1.577109e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 17163 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 15543 members 
Mstep: Class 5 contains 127938 members 
Mstep: Class 6 contains 101636 members 
Mstep: Class 7 contains 30494 members 
Mstep: Class 8 contains 165589 members 
Mstep: Class 9 contains 7929 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 44907 members 
Mstep: Class 12 contains 104423 members 
Mstep: Class 13 contains 44275 members 
Mstep: Class 14 contains 260295 members 
Mstep: Class 15 contains 73943 members 
Mstep: Class 16 contains 16332 members 
Mstep: Class 17 contains 49492 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 35948 members 
Mstep: Class 21 contains 4721 members 
Mstep: Class 22 contains 6576 members 
Mstep: Class 23 contains 5167 members 
Mstep: Class 24 contains 11071 members 
Mstep: Class 25 contains 6006 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8207 members 
Mstep: Class 28 contains 5623 members 
Mstep: Class 29 contains 53780 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 13752 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710928.000000 Penalty: 114993.804688
Iteration 242Q: 34 clusters Score -1.577109e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 17113 members 
Mstep: Class 3 contains 8830 members 
Mstep: Class 4 contains 15543 members 
Mstep: Class 5 contains 127466 members 
Mstep: Class 6 contains 101643 members 
Mstep: Class 7 contains 30497 members 
Mstep: Class 8 contains 165445 members 
Mstep: Class 9 contains 7925 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 44884 members 
Mstep: Class 12 contains 104441 members 
Mstep: Class 13 contains 44278 members 
Mstep: Class 14 contains 260330 members 
Mstep: Class 15 contains 73951 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 49496 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 35930 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 6600 members 
Mstep: Class 23 contains 5167 members 
Mstep: Class 24 contains 11091 members 
Mstep: Class 25 contains 6010 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8207 members 
Mstep: Class 28 contains 5623 members 
Mstep: Class 29 contains 54248 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 13744 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711296.000000 Penalty: 114993.804688
Iteration 243Q: 34 clusters Score -1.577113e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 17053 members 
Mstep: Class 3 contains 8829 members 
Mstep: Class 4 contains 15543 members 
Mstep: Class 5 contains 126994 members 
Mstep: Class 6 contains 101649 members 
Mstep: Class 7 contains 30500 members 
Mstep: Class 8 contains 165315 members 
Mstep: Class 9 contains 7925 members 
Mstep: Class 10 contains 13810 members 
Mstep: Class 11 contains 44868 members 
Mstep: Class 12 contains 104462 members 
Mstep: Class 13 contains 44273 members 
Mstep: Class 14 contains 260353 members 
Mstep: Class 15 contains 73963 members 
Mstep: Class 16 contains 16616 members 
Mstep: Class 17 contains 49499 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6558 members 
Mstep: Class 20 contains 35908 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 5167 members 
Mstep: Class 24 contains 11103 members 
Mstep: Class 25 contains 6016 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8209 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 54703 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 13740 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711376.000000 Penalty: 114993.804688
Iteration 244Q: 34 clusters Score -1.577114e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 16993 members 
Mstep: Class 3 contains 8829 members 
Mstep: Class 4 contains 15542 members 
Mstep: Class 5 contains 126521 members 
Mstep: Class 6 contains 101655 members 
Mstep: Class 7 contains 30507 members 
Mstep: Class 8 contains 165191 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 13806 members 
Mstep: Class 11 contains 44847 members 
Mstep: Class 12 contains 104470 members 
Mstep: Class 13 contains 44290 members 
Mstep: Class 14 contains 260362 members 
Mstep: Class 15 contains 73969 members 
Mstep: Class 16 contains 16775 members 
Mstep: Class 17 contains 49504 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 35891 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 6658 members 
Mstep: Class 23 contains 5168 members 
Mstep: Class 24 contains 11110 members 
Mstep: Class 25 contains 6019 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8212 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 55148 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 13728 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711392.000000 Penalty: 114993.804688
Iteration 245Q: 34 clusters Score -1.577114e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 16930 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 15541 members 
Mstep: Class 5 contains 126076 members 
Mstep: Class 6 contains 101657 members 
Mstep: Class 7 contains 30514 members 
Mstep: Class 8 contains 165054 members 
Mstep: Class 9 contains 7939 members 
Mstep: Class 10 contains 13805 members 
Mstep: Class 11 contains 44838 members 
Mstep: Class 12 contains 104494 members 
Mstep: Class 13 contains 44260 members 
Mstep: Class 14 contains 260367 members 
Mstep: Class 15 contains 73977 members 
Mstep: Class 16 contains 16952 members 
Mstep: Class 17 contains 49507 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6561 members 
Mstep: Class 20 contains 35880 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 6689 members 
Mstep: Class 23 contains 5169 members 
Mstep: Class 24 contains 11119 members 
Mstep: Class 25 contains 6025 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8218 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 55575 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 13710 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711504.000000 Penalty: 114993.804688
Iteration 246Q: 34 clusters Score -1.577115e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 16880 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 15539 members 
Mstep: Class 5 contains 125627 members 
Mstep: Class 6 contains 101656 members 
Mstep: Class 7 contains 30527 members 
Mstep: Class 8 contains 164918 members 
Mstep: Class 9 contains 7943 members 
Mstep: Class 10 contains 13799 members 
Mstep: Class 11 contains 44823 members 
Mstep: Class 12 contains 104513 members 
Mstep: Class 13 contains 44258 members 
Mstep: Class 14 contains 260333 members 
Mstep: Class 15 contains 73977 members 
Mstep: Class 16 contains 17154 members 
Mstep: Class 17 contains 49509 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 35869 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 5167 members 
Mstep: Class 24 contains 11131 members 
Mstep: Class 25 contains 6037 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8231 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 56004 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 13688 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711616.000000 Penalty: 114993.804688
Iteration 247Q: 34 clusters Score -1.577116e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 16830 members 
Mstep: Class 3 contains 8834 members 
Mstep: Class 4 contains 15537 members 
Mstep: Class 5 contains 125200 members 
Mstep: Class 6 contains 101660 members 
Mstep: Class 7 contains 30533 members 
Mstep: Class 8 contains 164712 members 
Mstep: Class 9 contains 7958 members 
Mstep: Class 10 contains 13790 members 
Mstep: Class 11 contains 44816 members 
Mstep: Class 12 contains 104536 members 
Mstep: Class 13 contains 44263 members 
Mstep: Class 14 contains 260318 members 
Mstep: Class 15 contains 73971 members 
Mstep: Class 16 contains 17387 members 
Mstep: Class 17 contains 49511 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 35860 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 6750 members 
Mstep: Class 23 contains 5168 members 
Mstep: Class 24 contains 11140 members 
Mstep: Class 25 contains 6048 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8235 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 56403 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 13672 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712144.000000 Penalty: 114993.804688
Iteration 248Q: 34 clusters Score -1.577121e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 16793 members 
Mstep: Class 3 contains 8837 members 
Mstep: Class 4 contains 15532 members 
Mstep: Class 5 contains 124761 members 
Mstep: Class 6 contains 101658 members 
Mstep: Class 7 contains 30540 members 
Mstep: Class 8 contains 164470 members 
Mstep: Class 9 contains 7966 members 
Mstep: Class 10 contains 13777 members 
Mstep: Class 11 contains 44815 members 
Mstep: Class 12 contains 104549 members 
Mstep: Class 13 contains 44281 members 
Mstep: Class 14 contains 260279 members 
Mstep: Class 15 contains 73959 members 
Mstep: Class 16 contains 17682 members 
Mstep: Class 17 contains 49511 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6571 members 
Mstep: Class 20 contains 35842 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 6790 members 
Mstep: Class 23 contains 5171 members 
Mstep: Class 24 contains 11161 members 
Mstep: Class 25 contains 6069 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8242 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 56797 members 
Mstep: Class 30 contains 1541 members 
Mstep: Class 31 contains 13656 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712256.000000 Penalty: 114993.804688
Iteration 249Q: 34 clusters Score -1.577123e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 16752 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 15531 members 
Mstep: Class 5 contains 124291 members 
Mstep: Class 6 contains 101660 members 
Mstep: Class 7 contains 30548 members 
Mstep: Class 8 contains 164250 members 
Mstep: Class 9 contains 7967 members 
Mstep: Class 10 contains 13768 members 
Mstep: Class 11 contains 44804 members 
Mstep: Class 12 contains 104550 members 
Mstep: Class 13 contains 44320 members 
Mstep: Class 14 contains 260244 members 
Mstep: Class 15 contains 73950 members 
Mstep: Class 16 contains 17983 members 
Mstep: Class 17 contains 49510 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6570 members 
Mstep: Class 20 contains 35828 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 6828 members 
Mstep: Class 23 contains 5172 members 
Mstep: Class 24 contains 11172 members 
Mstep: Class 25 contains 6095 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8248 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 57213 members 
Mstep: Class 30 contains 1541 members 
Mstep: Class 31 contains 13630 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712720.000000 Penalty: 114993.804688
Iteration 250Q: 34 clusters Score -1.577127e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 16698 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 15529 members 
Mstep: Class 5 contains 123844 members 
Mstep: Class 6 contains 101650 members 
Mstep: Class 7 contains 30551 members 
Mstep: Class 8 contains 163979 members 
Mstep: Class 9 contains 7969 members 
Mstep: Class 10 contains 13762 members 
Mstep: Class 11 contains 44800 members 
Mstep: Class 12 contains 104583 members 
Mstep: Class 13 contains 44356 members 
Mstep: Class 14 contains 260188 members 
Mstep: Class 15 contains 73934 members 
Mstep: Class 16 contains 18319 members 
Mstep: Class 17 contains 49509 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 35806 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 6883 members 
Mstep: Class 23 contains 5172 members 
Mstep: Class 24 contains 11189 members 
Mstep: Class 25 contains 6128 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8255 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 57612 members 
Mstep: Class 30 contains 1541 members 
Mstep: Class 31 contains 13603 members 
Mstep: Class 32 contains 2385 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713088.000000 Penalty: 114993.804688
Iteration 251Q: 34 clusters Score -1.577131e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 16638 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 15528 members 
Mstep: Class 5 contains 123411 members 
Mstep: Class 6 contains 101637 members 
Mstep: Class 7 contains 30551 members 
Mstep: Class 8 contains 163759 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 44802 members 
Mstep: Class 12 contains 104617 members 
Mstep: Class 13 contains 44405 members 
Mstep: Class 14 contains 260091 members 
Mstep: Class 15 contains 73911 members 
Mstep: Class 16 contains 18614 members 
Mstep: Class 17 contains 49510 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6573 members 
Mstep: Class 20 contains 35795 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 6944 members 
Mstep: Class 23 contains 5171 members 
Mstep: Class 24 contains 11198 members 
Mstep: Class 25 contains 6164 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8259 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 57991 members 
Mstep: Class 30 contains 1541 members 
Mstep: Class 31 contains 13586 members 
Mstep: Class 32 contains 2386 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712992.000000 Penalty: 114993.804688
Iteration 252Q: 34 clusters Score -1.57713e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 16598 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 15528 members 
Mstep: Class 5 contains 122949 members 
Mstep: Class 6 contains 101640 members 
Mstep: Class 7 contains 30553 members 
Mstep: Class 8 contains 163519 members 
Mstep: Class 9 contains 7987 members 
Mstep: Class 10 contains 13749 members 
Mstep: Class 11 contains 44789 members 
Mstep: Class 12 contains 104636 members 
Mstep: Class 13 contains 44410 members 
Mstep: Class 14 contains 259994 members 
Mstep: Class 15 contains 73891 members 
Mstep: Class 16 contains 18988 members 
Mstep: Class 17 contains 49511 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6574 members 
Mstep: Class 20 contains 35800 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 6988 members 
Mstep: Class 23 contains 5169 members 
Mstep: Class 24 contains 11207 members 
Mstep: Class 25 contains 6194 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8262 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 58377 members 
Mstep: Class 30 contains 1541 members 
Mstep: Class 31 contains 13566 members 
Mstep: Class 32 contains 2386 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713232.000000 Penalty: 114993.804688
Iteration 253Q: 34 clusters Score -1.577132e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 16546 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 15527 members 
Mstep: Class 5 contains 122497 members 
Mstep: Class 6 contains 101634 members 
Mstep: Class 7 contains 30553 members 
Mstep: Class 8 contains 163241 members 
Mstep: Class 9 contains 7991 members 
Mstep: Class 10 contains 13745 members 
Mstep: Class 11 contains 44782 members 
Mstep: Class 12 contains 104660 members 
Mstep: Class 13 contains 44442 members 
Mstep: Class 14 contains 259882 members 
Mstep: Class 15 contains 73887 members 
Mstep: Class 16 contains 19384 members 
Mstep: Class 17 contains 49510 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6573 members 
Mstep: Class 20 contains 35805 members 
Mstep: Class 21 contains 4721 members 
Mstep: Class 22 contains 7039 members 
Mstep: Class 23 contains 5168 members 
Mstep: Class 24 contains 11216 members 
Mstep: Class 25 contains 6230 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8262 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 58762 members 
Mstep: Class 30 contains 1541 members 
Mstep: Class 31 contains 13552 members 
Mstep: Class 32 contains 2387 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713056.000000 Penalty: 114993.804688
Iteration 254Q: 34 clusters Score -1.577131e+08 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 16495 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 15528 members 
Mstep: Class 5 contains 122015 members 
Mstep: Class 6 contains 101628 members 
Mstep: Class 7 contains 30565 members 
Mstep: Class 8 contains 162955 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 13741 members 
Mstep: Class 11 contains 44765 members 
Mstep: Class 12 contains 104677 members 
Mstep: Class 13 contains 44489 members 
Mstep: Class 14 contains 259719 members 
Mstep: Class 15 contains 73886 members 
Mstep: Class 16 contains 19806 members 
Mstep: Class 17 contains 49511 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6574 members 
Mstep: Class 20 contains 35811 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 5166 members 
Mstep: Class 24 contains 11228 members 
Mstep: Class 25 contains 6268 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 8271 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 59160 members 
Mstep: Class 30 contains 1541 members 
Mstep: Class 31 contains 13503 members 
Mstep: Class 32 contains 2388 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713488.000000 Penalty: 114993.804688
Iteration 255Q: 34 clusters Score -1.577135e+08 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 16440 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 4 contains 15526 members 
Mstep: Class 5 contains 121527 members 
Mstep: Class 6 contains 101628 members 
Mstep: Class 7 contains 30588 members 
Mstep: Class 8 contains 162644 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 13738 members 
Mstep: Class 11 contains 44743 members 
Mstep: Class 12 contains 104700 members 
Mstep: Class 13 contains 44514 members 
Mstep: Class 14 contains 259581 members 
Mstep: Class 15 contains 73874 members 
Mstep: Class 16 contains 20266 members 
Mstep: Class 17 contains 49515 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 35815 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 7191 members 
Mstep: Class 23 contains 5161 members 
Mstep: Class 24 contains 11239 members 
Mstep: Class 25 contains 6310 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 8291 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 59555 members 
Mstep: Class 30 contains 1541 members 
Mstep: Class 31 contains 13451 members 
Mstep: Class 32 contains 2388 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713712.000000 Penalty: 114993.804688
Iteration 256Q: 34 clusters Score -1.577137e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 16388 members 
Mstep: Class 3 contains 8854 members 
Mstep: Class 4 contains 15522 members 
Mstep: Class 5 contains 121033 members 
Mstep: Class 6 contains 101620 members 
Mstep: Class 7 contains 30610 members 
Mstep: Class 8 contains 162241 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 13736 members 
Mstep: Class 11 contains 44735 members 
Mstep: Class 12 contains 104700 members 
Mstep: Class 13 contains 44531 members 
Mstep: Class 14 contains 259447 members 
Mstep: Class 15 contains 73858 members 
Mstep: Class 16 contains 20804 members 
Mstep: Class 17 contains 49522 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6574 members 
Mstep: Class 20 contains 35816 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 7278 members 
Mstep: Class 23 contains 5160 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 25 contains 6367 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 8302 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 59954 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 13397 members 
Mstep: Class 32 contains 2388 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714080.000000 Penalty: 114993.804688
Iteration 257Q: 34 clusters Score -1.577141e+08 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 16333 members 
Mstep: Class 3 contains 8864 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 120519 members 
Mstep: Class 6 contains 101603 members 
Mstep: Class 7 contains 30650 members 
Mstep: Class 8 contains 161922 members 
Mstep: Class 9 contains 8037 members 
Mstep: Class 10 contains 13728 members 
Mstep: Class 11 contains 44727 members 
Mstep: Class 12 contains 104705 members 
Mstep: Class 13 contains 44555 members 
Mstep: Class 14 contains 259277 members 
Mstep: Class 15 contains 73815 members 
Mstep: Class 16 contains 21316 members 
Mstep: Class 17 contains 49527 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6579 members 
Mstep: Class 20 contains 35818 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 7367 members 
Mstep: Class 23 contains 5160 members 
Mstep: Class 24 contains 11266 members 
Mstep: Class 25 contains 6432 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 8322 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 60336 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 13362 members 
Mstep: Class 32 contains 2388 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714032.000000 Penalty: 114993.804688
Iteration 258Q: 34 clusters Score -1.57714e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 16275 members 
Mstep: Class 3 contains 8869 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 119986 members 
Mstep: Class 6 contains 101575 members 
Mstep: Class 7 contains 30670 members 
Mstep: Class 8 contains 161582 members 
Mstep: Class 9 contains 8049 members 
Mstep: Class 10 contains 13714 members 
Mstep: Class 11 contains 44714 members 
Mstep: Class 12 contains 104703 members 
Mstep: Class 13 contains 44568 members 
Mstep: Class 14 contains 259053 members 
Mstep: Class 15 contains 73810 members 
Mstep: Class 16 contains 21905 members 
Mstep: Class 17 contains 49530 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6590 members 
Mstep: Class 20 contains 35813 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 7450 members 
Mstep: Class 23 contains 5163 members 
Mstep: Class 24 contains 11287 members 
Mstep: Class 25 contains 6494 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 8331 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 60751 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 13349 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714288.000000 Penalty: 114993.804688
Iteration 259Q: 34 clusters Score -1.577143e+08 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 16218 members 
Mstep: Class 3 contains 8873 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 119488 members 
Mstep: Class 6 contains 101547 members 
Mstep: Class 7 contains 30700 members 
Mstep: Class 8 contains 161270 members 
Mstep: Class 9 contains 8055 members 
Mstep: Class 10 contains 13708 members 
Mstep: Class 11 contains 44690 members 
Mstep: Class 12 contains 104709 members 
Mstep: Class 13 contains 44553 members 
Mstep: Class 14 contains 258787 members 
Mstep: Class 15 contains 73799 members 
Mstep: Class 16 contains 22497 members 
Mstep: Class 17 contains 49534 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 35808 members 
Mstep: Class 21 contains 4724 members 
Mstep: Class 22 contains 7534 members 
Mstep: Class 23 contains 5163 members 
Mstep: Class 24 contains 11306 members 
Mstep: Class 25 contains 6557 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 8349 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 61164 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 13327 members 
Mstep: Class 32 contains 2388 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714496.000000 Penalty: 114993.804688
Iteration 260F: 34 clusters Score -1.577145e+08 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 16159 members 
Mstep: Class 3 contains 8882 members 
Mstep: Class 4 contains 15506 members 
Mstep: Class 5 contains 118986 members 
Mstep: Class 6 contains 101520 members 
Mstep: Class 7 contains 30727 members 
Mstep: Class 8 contains 160985 members 
Mstep: Class 9 contains 8066 members 
Mstep: Class 10 contains 13687 members 
Mstep: Class 11 contains 44673 members 
Mstep: Class 12 contains 104714 members 
Mstep: Class 13 contains 44591 members 
Mstep: Class 14 contains 258504 members 
Mstep: Class 15 contains 73745 members 
Mstep: Class 16 contains 23082 members 
Mstep: Class 17 contains 49540 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6617 members 
Mstep: Class 20 contains 35790 members 
Mstep: Class 21 contains 4726 members 
Mstep: Class 22 contains 7647 members 
Mstep: Class 23 contains 5167 members 
Mstep: Class 24 contains 11324 members 
Mstep: Class 25 contains 6622 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 8370 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 61568 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 13279 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157715376.000000 Penalty: 114993.804688
Iteration 261Q: 34 clusters Score -1.577154e+08 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 16099 members 
Mstep: Class 3 contains 8887 members 
Mstep: Class 4 contains 15500 members 
Mstep: Class 5 contains 118484 members 
Mstep: Class 6 contains 101508 members 
Mstep: Class 7 contains 30755 members 
Mstep: Class 8 contains 160735 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 13673 members 
Mstep: Class 11 contains 44643 members 
Mstep: Class 12 contains 104721 members 
Mstep: Class 13 contains 44644 members 
Mstep: Class 14 contains 258173 members 
Mstep: Class 15 contains 73700 members 
Mstep: Class 16 contains 23664 members 
Mstep: Class 17 contains 49544 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6626 members 
Mstep: Class 20 contains 35769 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 7756 members 
Mstep: Class 23 contains 5170 members 
Mstep: Class 24 contains 11337 members 
Mstep: Class 25 contains 6688 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 8383 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 61992 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 13231 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157715936.000000 Penalty: 114993.804688
Iteration 262Q: 34 clusters Score -1.577159e+08 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 16021 members 
Mstep: Class 3 contains 8892 members 
Mstep: Class 4 contains 15491 members 
Mstep: Class 5 contains 117981 members 
Mstep: Class 6 contains 101488 members 
Mstep: Class 7 contains 30784 members 
Mstep: Class 8 contains 160469 members 
Mstep: Class 9 contains 8081 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 44628 members 
Mstep: Class 12 contains 104735 members 
Mstep: Class 13 contains 44674 members 
Mstep: Class 14 contains 257803 members 
Mstep: Class 15 contains 73681 members 
Mstep: Class 16 contains 24300 members 
Mstep: Class 17 contains 49546 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 6635 members 
Mstep: Class 20 contains 35748 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 7866 members 
Mstep: Class 23 contains 5168 members 
Mstep: Class 24 contains 11359 members 
Mstep: Class 25 contains 6761 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 8388 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 62417 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 13187 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157716640.000000 Penalty: 114993.804688
Iteration 263Q: 34 clusters Score -1.577166e+08 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 15921 members 
Mstep: Class 3 contains 8897 members 
Mstep: Class 4 contains 15489 members 
Mstep: Class 5 contains 117405 members 
Mstep: Class 6 contains 101466 members 
Mstep: Class 7 contains 30814 members 
Mstep: Class 8 contains 160212 members 
Mstep: Class 9 contains 8100 members 
Mstep: Class 10 contains 13642 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 104755 members 
Mstep: Class 13 contains 44733 members 
Mstep: Class 14 contains 257384 members 
Mstep: Class 15 contains 73639 members 
Mstep: Class 16 contains 24943 members 
Mstep: Class 17 contains 49553 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6646 members 
Mstep: Class 20 contains 35728 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 8015 members 
Mstep: Class 23 contains 5171 members 
Mstep: Class 24 contains 11394 members 
Mstep: Class 25 contains 6835 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 8394 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 62878 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 13132 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717536.000000 Penalty: 114993.804688
Iteration 264Q: 34 clusters Score -1.577175e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 15837 members 
Mstep: Class 3 contains 8901 members 
Mstep: Class 4 contains 15488 members 
Mstep: Class 5 contains 116823 members 
Mstep: Class 6 contains 101448 members 
Mstep: Class 7 contains 30846 members 
Mstep: Class 8 contains 159959 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 13631 members 
Mstep: Class 11 contains 44583 members 
Mstep: Class 12 contains 104782 members 
Mstep: Class 13 contains 44793 members 
Mstep: Class 14 contains 256983 members 
Mstep: Class 15 contains 73609 members 
Mstep: Class 16 contains 25593 members 
Mstep: Class 17 contains 49556 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6659 members 
Mstep: Class 20 contains 35716 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 8153 members 
Mstep: Class 23 contains 5172 members 
Mstep: Class 24 contains 11413 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 8398 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 63319 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 13093 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717936.000000 Penalty: 114993.804688
Iteration 265Q: 34 clusters Score -1.577179e+08 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 15749 members 
Mstep: Class 3 contains 8904 members 
Mstep: Class 4 contains 15487 members 
Mstep: Class 5 contains 116309 members 
Mstep: Class 6 contains 101420 members 
Mstep: Class 7 contains 30872 members 
Mstep: Class 8 contains 159668 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 13628 members 
Mstep: Class 11 contains 44541 members 
Mstep: Class 12 contains 104802 members 
Mstep: Class 13 contains 44845 members 
Mstep: Class 14 contains 256594 members 
Mstep: Class 15 contains 73573 members 
Mstep: Class 16 contains 26212 members 
Mstep: Class 17 contains 49561 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6673 members 
Mstep: Class 20 contains 35700 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 8328 members 
Mstep: Class 23 contains 5175 members 
Mstep: Class 24 contains 11430 members 
Mstep: Class 25 contains 6976 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 8405 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 63767 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 13027 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717888.000000 Penalty: 114993.804688
Iteration 266Q: 34 clusters Score -1.577179e+08 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 15664 members 
Mstep: Class 3 contains 8908 members 
Mstep: Class 4 contains 15487 members 
Mstep: Class 5 contains 115753 members 
Mstep: Class 6 contains 101410 members 
Mstep: Class 7 contains 30903 members 
Mstep: Class 8 contains 159337 members 
Mstep: Class 9 contains 8137 members 
Mstep: Class 10 contains 13617 members 
Mstep: Class 11 contains 44486 members 
Mstep: Class 12 contains 104810 members 
Mstep: Class 13 contains 44948 members 
Mstep: Class 14 contains 256310 members 
Mstep: Class 15 contains 73528 members 
Mstep: Class 16 contains 26782 members 
Mstep: Class 17 contains 49566 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 35670 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 8507 members 
Mstep: Class 23 contains 5175 members 
Mstep: Class 24 contains 11452 members 
Mstep: Class 25 contains 7056 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 8406 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 64214 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12973 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718608.000000 Penalty: 114993.804688
Iteration 267Q: 34 clusters Score -1.577186e+08 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 15597 members 
Mstep: Class 3 contains 8912 members 
Mstep: Class 4 contains 15483 members 
Mstep: Class 5 contains 115216 members 
Mstep: Class 6 contains 101391 members 
Mstep: Class 7 contains 30952 members 
Mstep: Class 8 contains 158906 members 
Mstep: Class 9 contains 8144 members 
Mstep: Class 10 contains 13606 members 
Mstep: Class 11 contains 44436 members 
Mstep: Class 12 contains 104831 members 
Mstep: Class 13 contains 45040 members 
Mstep: Class 14 contains 256059 members 
Mstep: Class 15 contains 73517 members 
Mstep: Class 16 contains 27324 members 
Mstep: Class 17 contains 49571 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6694 members 
Mstep: Class 20 contains 35653 members 
Mstep: Class 21 contains 4725 members 
Mstep: Class 22 contains 8692 members 
Mstep: Class 23 contains 5176 members 
Mstep: Class 24 contains 11464 members 
Mstep: Class 25 contains 7145 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 8423 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 64652 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12911 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719184.000000 Penalty: 114993.804688
Iteration 268Q: 34 clusters Score -1.577192e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 15503 members 
Mstep: Class 3 contains 8911 members 
Mstep: Class 4 contains 15479 members 
Mstep: Class 5 contains 114624 members 
Mstep: Class 6 contains 101364 members 
Mstep: Class 7 contains 30995 members 
Mstep: Class 8 contains 158486 members 
Mstep: Class 9 contains 8158 members 
Mstep: Class 10 contains 13603 members 
Mstep: Class 11 contains 44389 members 
Mstep: Class 12 contains 104846 members 
Mstep: Class 13 contains 45153 members 
Mstep: Class 14 contains 255858 members 
Mstep: Class 15 contains 73502 members 
Mstep: Class 16 contains 27878 members 
Mstep: Class 17 contains 49574 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 35639 members 
Mstep: Class 21 contains 4724 members 
Mstep: Class 22 contains 8858 members 
Mstep: Class 23 contains 5178 members 
Mstep: Class 24 contains 11472 members 
Mstep: Class 25 contains 7217 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 8428 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 65144 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12854 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719296.000000 Penalty: 114993.804688
Iteration 269Q: 34 clusters Score -1.577193e+08 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 15416 members 
Mstep: Class 3 contains 8913 members 
Mstep: Class 4 contains 15478 members 
Mstep: Class 5 contains 113961 members 
Mstep: Class 6 contains 101354 members 
Mstep: Class 7 contains 31039 members 
Mstep: Class 8 contains 158160 members 
Mstep: Class 9 contains 8159 members 
Mstep: Class 10 contains 13592 members 
Mstep: Class 11 contains 44337 members 
Mstep: Class 12 contains 104858 members 
Mstep: Class 13 contains 45250 members 
Mstep: Class 14 contains 255584 members 
Mstep: Class 15 contains 73487 members 
Mstep: Class 16 contains 28486 members 
Mstep: Class 17 contains 49576 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6722 members 
Mstep: Class 20 contains 35618 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 8991 members 
Mstep: Class 23 contains 5178 members 
Mstep: Class 24 contains 11472 members 
Mstep: Class 25 contains 7274 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 8437 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 65685 members 
Mstep: Class 30 contains 1546 members 
Mstep: Class 31 contains 12811 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720000.000000 Penalty: 114993.804688
Iteration 270Q: 34 clusters Score -1.5772e+08 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 15314 members 
Mstep: Class 3 contains 8916 members 
Mstep: Class 4 contains 15475 members 
Mstep: Class 5 contains 113367 members 
Mstep: Class 6 contains 101343 members 
Mstep: Class 7 contains 31096 members 
Mstep: Class 8 contains 157833 members 
Mstep: Class 9 contains 8153 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 44271 members 
Mstep: Class 12 contains 104861 members 
Mstep: Class 13 contains 45351 members 
Mstep: Class 14 contains 255356 members 
Mstep: Class 15 contains 73468 members 
Mstep: Class 16 contains 29044 members 
Mstep: Class 17 contains 49575 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6733 members 
Mstep: Class 20 contains 35580 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 9096 members 
Mstep: Class 23 contains 5175 members 
Mstep: Class 24 contains 11485 members 
Mstep: Class 25 contains 7320 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 8454 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 66233 members 
Mstep: Class 30 contains 1546 members 
Mstep: Class 31 contains 12765 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720560.000000 Penalty: 114993.804688
Iteration 271Q: 34 clusters Score -1.577206e+08 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 15229 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 15474 members 
Mstep: Class 5 contains 112746 members 
Mstep: Class 6 contains 101328 members 
Mstep: Class 7 contains 31156 members 
Mstep: Class 8 contains 157528 members 
Mstep: Class 9 contains 8147 members 
Mstep: Class 10 contains 13580 members 
Mstep: Class 11 contains 44208 members 
Mstep: Class 12 contains 104864 members 
Mstep: Class 13 contains 45440 members 
Mstep: Class 14 contains 255129 members 
Mstep: Class 15 contains 73443 members 
Mstep: Class 16 contains 29574 members 
Mstep: Class 17 contains 49578 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6753 members 
Mstep: Class 20 contains 35558 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 9206 members 
Mstep: Class 23 contains 5173 members 
Mstep: Class 24 contains 11503 members 
Mstep: Class 25 contains 7365 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 66801 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12711 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721216.000000 Penalty: 114993.804688
Iteration 272Q: 34 clusters Score -1.577212e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 15135 members 
Mstep: Class 3 contains 8929 members 
Mstep: Class 4 contains 15472 members 
Mstep: Class 5 contains 112094 members 
Mstep: Class 6 contains 101315 members 
Mstep: Class 7 contains 31205 members 
Mstep: Class 8 contains 157184 members 
Mstep: Class 9 contains 8149 members 
Mstep: Class 10 contains 13574 members 
Mstep: Class 11 contains 44153 members 
Mstep: Class 12 contains 104872 members 
Mstep: Class 13 contains 45477 members 
Mstep: Class 14 contains 254954 members 
Mstep: Class 15 contains 73412 members 
Mstep: Class 16 contains 30060 members 
Mstep: Class 17 contains 49578 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 35565 members 
Mstep: Class 21 contains 4721 members 
Mstep: Class 22 contains 9326 members 
Mstep: Class 23 contains 5179 members 
Mstep: Class 24 contains 11515 members 
Mstep: Class 25 contains 7412 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 8467 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 67428 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12665 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722128.000000 Penalty: 114993.804688
Iteration 273Q: 34 clusters Score -1.577221e+08 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 15025 members 
Mstep: Class 3 contains 8931 members 
Mstep: Class 4 contains 15473 members 
Mstep: Class 5 contains 111428 members 
Mstep: Class 6 contains 101295 members 
Mstep: Class 7 contains 31243 members 
Mstep: Class 8 contains 156927 members 
Mstep: Class 9 contains 8154 members 
Mstep: Class 10 contains 13565 members 
Mstep: Class 11 contains 44098 members 
Mstep: Class 12 contains 104886 members 
Mstep: Class 13 contains 45529 members 
Mstep: Class 14 contains 254799 members 
Mstep: Class 15 contains 73352 members 
Mstep: Class 16 contains 30459 members 
Mstep: Class 17 contains 49577 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6790 members 
Mstep: Class 20 contains 35576 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 9435 members 
Mstep: Class 23 contains 5179 members 
Mstep: Class 24 contains 11523 members 
Mstep: Class 25 contains 7470 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 8474 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 68086 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723024.000000 Penalty: 114993.804688
Iteration 274Q: 34 clusters Score -1.57723e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 14913 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 15472 members 
Mstep: Class 5 contains 110762 members 
Mstep: Class 6 contains 101295 members 
Mstep: Class 7 contains 31273 members 
Mstep: Class 8 contains 156688 members 
Mstep: Class 9 contains 8164 members 
Mstep: Class 10 contains 13564 members 
Mstep: Class 11 contains 44030 members 
Mstep: Class 12 contains 104898 members 
Mstep: Class 13 contains 45572 members 
Mstep: Class 14 contains 254683 members 
Mstep: Class 15 contains 73342 members 
Mstep: Class 16 contains 30803 members 
Mstep: Class 17 contains 49577 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 35588 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 9531 members 
Mstep: Class 23 contains 5181 members 
Mstep: Class 24 contains 11514 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 8483 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 68757 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12605 members 
Mstep: Class 32 contains 2392 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723424.000000 Penalty: 114993.804688
Iteration 275Q: 34 clusters Score -1.577234e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 14785 members 
Mstep: Class 3 contains 8940 members 
Mstep: Class 4 contains 15472 members 
Mstep: Class 5 contains 110010 members 
Mstep: Class 6 contains 101295 members 
Mstep: Class 7 contains 31311 members 
Mstep: Class 8 contains 156518 members 
Mstep: Class 9 contains 8179 members 
Mstep: Class 10 contains 13565 members 
Mstep: Class 11 contains 43962 members 
Mstep: Class 12 contains 104911 members 
Mstep: Class 13 contains 45660 members 
Mstep: Class 14 contains 254551 members 
Mstep: Class 15 contains 73321 members 
Mstep: Class 16 contains 31105 members 
Mstep: Class 17 contains 49576 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6814 members 
Mstep: Class 20 contains 35605 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 9624 members 
Mstep: Class 23 contains 5183 members 
Mstep: Class 24 contains 11521 members 
Mstep: Class 25 contains 7503 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8486 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 69465 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12574 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723600.000000 Penalty: 114993.804688
Iteration 276Q: 34 clusters Score -1.577236e+08 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 14656 members 
Mstep: Class 3 contains 8947 members 
Mstep: Class 4 contains 15473 members 
Mstep: Class 5 contains 109159 members 
Mstep: Class 6 contains 101281 members 
Mstep: Class 7 contains 31360 members 
Mstep: Class 8 contains 156359 members 
Mstep: Class 9 contains 8181 members 
Mstep: Class 10 contains 13564 members 
Mstep: Class 11 contains 43905 members 
Mstep: Class 12 contains 104927 members 
Mstep: Class 13 contains 45719 members 
Mstep: Class 14 contains 254455 members 
Mstep: Class 15 contains 73288 members 
Mstep: Class 16 contains 31391 members 
Mstep: Class 17 contains 49574 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 35605 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 9720 members 
Mstep: Class 23 contains 5187 members 
Mstep: Class 24 contains 11526 members 
Mstep: Class 25 contains 7527 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8490 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 70281 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12544 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723872.000000 Penalty: 114993.804688
Iteration 277Q: 34 clusters Score -1.577239e+08 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 14508 members 
Mstep: Class 3 contains 8948 members 
Mstep: Class 4 contains 15472 members 
Mstep: Class 5 contains 108258 members 
Mstep: Class 6 contains 101268 members 
Mstep: Class 7 contains 31399 members 
Mstep: Class 8 contains 156204 members 
Mstep: Class 9 contains 8189 members 
Mstep: Class 10 contains 13561 members 
Mstep: Class 11 contains 43853 members 
Mstep: Class 12 contains 104948 members 
Mstep: Class 13 contains 45767 members 
Mstep: Class 14 contains 254364 members 
Mstep: Class 15 contains 73254 members 
Mstep: Class 16 contains 31691 members 
Mstep: Class 17 contains 49575 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6835 members 
Mstep: Class 20 contains 35615 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 9812 members 
Mstep: Class 23 contains 5187 members 
Mstep: Class 24 contains 11542 members 
Mstep: Class 25 contains 7564 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8492 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 71129 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12515 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157724384.000000 Penalty: 114993.804688
Iteration 278Q: 34 clusters Score -1.577244e+08 nChanged 3192
Entering ConstructFrom: 
Score: -157724384.000000 Penalty: 114993.804688
Entering ConstructFrom: 
Trying to split cluster 1 (19152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Entering Unmasked Estep 
Score: -2453977.000000 Penalty: 2445.320312
	Iteration 0F: 2 clusters Score -2453977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2440521.500000 Penalty: 4890.640625
	Iteration 0F: 3 clusters Score -2440522 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2445113.750000 Penalty: 4890.640625
	Iteration 1F: 3 clusters Score -2445114 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2445566.500000 Penalty: 4890.640625
	Iteration 2F: 3 clusters Score -2445566 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2446021.250000 Penalty: 4890.640625
	Iteration 3F: 3 clusters Score -2446021 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2446521.000000 Penalty: 4890.640625
	Iteration 4F: 3 clusters Score -2446521 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2447075.500000 Penalty: 4890.640625
	Iteration 5F: 3 clusters Score -2447076 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2447669.250000 Penalty: 4890.640625
	Iteration 6F: 3 clusters Score -2447669 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2448297.750000 Penalty: 4890.640625
	Iteration 7F: 3 clusters Score -2448298 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2448938.750000 Penalty: 4890.640625
	Iteration 8F: 3 clusters Score -2448939 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2449497.750000 Penalty: 4890.640625
	Iteration 9Q: 3 clusters Score -2449498 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2450030.500000 Penalty: 4890.640625
	Iteration 10Q: 3 clusters Score -2450030 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2450500.500000 Penalty: 4890.640625
	Iteration 11Q: 3 clusters Score -2450500 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2450943.250000 Penalty: 4890.640625
	Iteration 12Q: 3 clusters Score -2450943 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2451327.000000 Penalty: 4890.640625
	Iteration 13Q: 3 clusters Score -2451327 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2451635.500000 Penalty: 4890.640625
	Iteration 14Q: 3 clusters Score -2451636 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2451831.750000 Penalty: 4890.640625
	Iteration 15Q: 3 clusters Score -2451832 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2451955.500000 Penalty: 4890.640625
	Iteration 16Q: 3 clusters Score -2451956 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2452045.250000 Penalty: 4890.640625
	Iteration 17Q: 3 clusters Score -2452045 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2452129.250000 Penalty: 4890.640625
	Iteration 18Q: 3 clusters Score -2452129 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2452189.000000 Penalty: 4890.640625
	Iteration 19Q: 3 clusters Score -2452189 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2452249.250000 Penalty: 4890.640625
	Iteration 20F: 3 clusters Score -2452249 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2452291.750000 Penalty: 4890.640625
	Iteration 21Q: 3 clusters Score -2452292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2452323.500000 Penalty: 4890.640625
	Iteration 22Q: 3 clusters Score -2452324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2452342.750000 Penalty: 4890.640625
	Iteration 23Q: 3 clusters Score -2452343 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2452357.500000 Penalty: 4890.640625
	Iteration 24Q: 3 clusters Score -2452358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2452374.250000 Penalty: 4890.640625
	Iteration 25Q: 3 clusters Score -2452374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2452386.250000 Penalty: 4890.640625
	Iteration 26Q: 3 clusters Score -2452386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2452394.250000 Penalty: 4890.640625
	Iteration 27Q: 3 clusters Score -2452394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2452396.500000 Penalty: 4890.640625
	Iteration 28Q: 3 clusters Score -2452396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2452399.000000 Penalty: 4890.640625
	Iteration 29Q: 3 clusters Score -2452399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2452398.500000 Penalty: 4890.640625
	Iteration 30Q: 3 clusters Score -2452398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2452397.750000 Penalty: 4890.640625
	Iteration 31Q: 3 clusters Score -2452398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2452400.250000 Penalty: 4890.640625
	Iteration 32Q: 3 clusters Score -2452400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2452397.000000 Penalty: 4890.640625
	Iteration 33Q: 3 clusters Score -2452397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2452396.750000 Penalty: 4890.640625
	Iteration 34Q: 3 clusters Score -2452397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2452398.250000 Penalty: 4890.640625
	Iteration 35Q: 3 clusters Score -2452398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2452399.750000 Penalty: 4890.640625
	Iteration 36Q: 3 clusters Score -2452400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2452397.500000 Penalty: 4890.640625
	Iteration 37Q: 3 clusters Score -2452398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2452398.500000 Penalty: 4890.640625
	Iteration 38Q: 3 clusters Score -2452398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2452399.750000 Penalty: 4890.640625
	Iteration 39Q: 3 clusters Score -2452400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2452399.750000 Penalty: 4890.640625
	Iteration 40F: 3 clusters Score -2452400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Entering Unmasked Estep 
Score: -1863334.375000 Penalty: 2373.940674
	Iteration 0F: 2 clusters Score -1863334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1852912.625000 Penalty: 4747.881348
	Iteration 0F: 3 clusters Score -1852913 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1856121.250000 Penalty: 4747.881348
	Iteration 1F: 3 clusters Score -1856121 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1856510.625000 Penalty: 4747.881348
	Iteration 2F: 3 clusters Score -1856511 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1856864.625000 Penalty: 4747.881348
	Iteration 3F: 3 clusters Score -1856865 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1857219.375000 Penalty: 4747.881348
	Iteration 4Q: 3 clusters Score -1857219 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1857596.375000 Penalty: 4747.881348
	Iteration 5Q: 3 clusters Score -1857596 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1858084.625000 Penalty: 4747.881348
	Iteration 6F: 3 clusters Score -1858085 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1858618.875000 Penalty: 4747.881348
	Iteration 7F: 3 clusters Score -1858619 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1859254.500000 Penalty: 4747.881348
	Iteration 8F: 3 clusters Score -1859254 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1859814.500000 Penalty: 4747.881348
	Iteration 9Q: 3 clusters Score -1859814 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1860251.000000 Penalty: 4747.881348
	Iteration 10Q: 3 clusters Score -1860251 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1860546.750000 Penalty: 4747.881348
	Iteration 11Q: 3 clusters Score -1860547 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1860786.000000 Penalty: 4747.881348
	Iteration 12Q: 3 clusters Score -1860786 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1860910.125000 Penalty: 4747.881348
	Iteration 13Q: 3 clusters Score -1860910 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1860984.625000 Penalty: 4747.881348
	Iteration 14Q: 3 clusters Score -1860985 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1861053.500000 Penalty: 4747.881348
	Iteration 15Q: 3 clusters Score -1861054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1861102.875000 Penalty: 4747.881348
	Iteration 16Q: 3 clusters Score -1861103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1861153.000000 Penalty: 4747.881348
	Iteration 17Q: 3 clusters Score -1861153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1861197.875000 Penalty: 4747.881348
	Iteration 18Q: 3 clusters Score -1861198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1861228.875000 Penalty: 4747.881348
	Iteration 19Q: 3 clusters Score -1861229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1861250.125000 Penalty: 4747.881348
	Iteration 20F: 3 clusters Score -1861250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1861262.750000 Penalty: 4747.881348
	Iteration 21Q: 3 clusters Score -1861263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1861272.625000 Penalty: 4747.881348
	Iteration 22Q: 3 clusters Score -1861273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1861275.875000 Penalty: 4747.881348
	Iteration 23Q: 3 clusters Score -1861276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1861278.125000 Penalty: 4747.881348
	Iteration 24Q: 3 clusters Score -1861278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1861283.625000 Penalty: 4747.881348
	Iteration 25Q: 3 clusters Score -1861284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1861285.125000 Penalty: 4747.881348
	Iteration 26Q: 3 clusters Score -1861285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1861288.125000 Penalty: 4747.881348
	Iteration 27Q: 3 clusters Score -1861288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1861289.875000 Penalty: 4747.881348
	Iteration 28Q: 3 clusters Score -1861290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1861291.625000 Penalty: 4747.881348
	Iteration 29Q: 3 clusters Score -1861292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1861291.125000 Penalty: 4747.881348
	Iteration 30Q: 3 clusters Score -1861291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1861291.125000 Penalty: 4747.881348
	Iteration 31F: 3 clusters Score -1861291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Entering Unmasked Estep 
Score: -1079290.875000 Penalty: 2256.764160
	Iteration 0F: 2 clusters Score -1079291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1072344.000000 Penalty: 4513.528320
	Iteration 0F: 3 clusters Score -1072344 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1074325.000000 Penalty: 4513.528320
	Iteration 1F: 3 clusters Score -1074325 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1074757.375000 Penalty: 4513.528320
	Iteration 2F: 3 clusters Score -1074757 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1075144.625000 Penalty: 4513.528320
	Iteration 3F: 3 clusters Score -1075145 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1075459.500000 Penalty: 4513.528320
	Iteration 4F: 3 clusters Score -1075460 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1075753.375000 Penalty: 4513.528320
	Iteration 5F: 3 clusters Score -1075753 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1076028.000000 Penalty: 4513.528320
	Iteration 6Q: 3 clusters Score -1076028 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1076235.750000 Penalty: 4513.528320
	Iteration 7Q: 3 clusters Score -1076236 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1076419.250000 Penalty: 4513.528320
	Iteration 8Q: 3 clusters Score -1076419 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1076569.625000 Penalty: 4513.528320
	Iteration 9Q: 3 clusters Score -1076570 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1076711.000000 Penalty: 4513.528320
	Iteration 10Q: 3 clusters Score -1076711 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1076878.500000 Penalty: 4513.528320
	Iteration 11Q: 3 clusters Score -1076878 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1077069.000000 Penalty: 4513.528320
	Iteration 12Q: 3 clusters Score -1077069 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1077289.750000 Penalty: 4513.528320
	Iteration 13Q: 3 clusters Score -1077290 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1077576.125000 Penalty: 4513.528320
	Iteration 14Q: 3 clusters Score -1077576 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1077832.000000 Penalty: 4513.528320
	Iteration 15Q: 3 clusters Score -1077832 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1078064.875000 Penalty: 4513.528320
	Iteration 16Q: 3 clusters Score -1078065 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1078226.250000 Penalty: 4513.528320
	Iteration 17Q: 3 clusters Score -1078226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1078323.000000 Penalty: 4513.528320
	Iteration 18Q: 3 clusters Score -1078323 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1078385.250000 Penalty: 4513.528320
	Iteration 19Q: 3 clusters Score -1078385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1078418.625000 Penalty: 4513.528320
	Iteration 20F: 3 clusters Score -1078419 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1078442.250000 Penalty: 4513.528320
	Iteration 21Q: 3 clusters Score -1078442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1078459.500000 Penalty: 4513.528320
	Iteration 22Q: 3 clusters Score -1078460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1078472.875000 Penalty: 4513.528320
	Iteration 23Q: 3 clusters Score -1078473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1078479.375000 Penalty: 4513.528320
	Iteration 24Q: 3 clusters Score -1078479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1078490.750000 Penalty: 4513.528320
	Iteration 25Q: 3 clusters Score -1078491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1078497.625000 Penalty: 4513.528320
	Iteration 26Q: 3 clusters Score -1078498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1078499.125000 Penalty: 4513.528320
	Iteration 27Q: 3 clusters Score -1078499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1078503.125000 Penalty: 4513.528320
	Iteration 28Q: 3 clusters Score -1078503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1078506.875000 Penalty: 4513.528320
	Iteration 29Q: 3 clusters Score -1078507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1078510.750000 Penalty: 4513.528320
	Iteration 30Q: 3 clusters Score -1078511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1078513.250000 Penalty: 4513.528320
	Iteration 31Q: 3 clusters Score -1078513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1078515.750000 Penalty: 4513.528320
	Iteration 32Q: 3 clusters Score -1078516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1078516.250000 Penalty: 4513.528320
	Iteration 33Q: 3 clusters Score -1078516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1078517.500000 Penalty: 4513.528320
	Iteration 34Q: 3 clusters Score -1078518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1078520.875000 Penalty: 4513.528320
	Iteration 35Q: 3 clusters Score -1078521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1078519.125000 Penalty: 4513.528320
	Iteration 36Q: 3 clusters Score -1078519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1078518.875000 Penalty: 4513.528320
	Iteration 37Q: 3 clusters Score -1078519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1078520.000000 Penalty: 4513.528320
	Iteration 38Q: 3 clusters Score -1078520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1078520.500000 Penalty: 4513.528320
	Iteration 39Q: 3 clusters Score -1078520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1078520.500000 Penalty: 4513.528320
	Iteration 40F: 3 clusters Score -1078520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Entering Unmasked Estep 
Score: -1942007.750000 Penalty: 2392.371094
	Iteration 0F: 2 clusters Score -1942008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1930741.000000 Penalty: 4784.742188
	Iteration 0F: 3 clusters Score -1930741 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1934210.125000 Penalty: 4784.742188
	Iteration 1F: 3 clusters Score -1934210 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1934593.000000 Penalty: 4784.742188
	Iteration 2F: 3 clusters Score -1934593 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1934880.875000 Penalty: 4784.742188
	Iteration 3Q: 3 clusters Score -1934881 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1935085.625000 Penalty: 4784.742188
	Iteration 4Q: 3 clusters Score -1935086 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1935263.750000 Penalty: 4784.742188
	Iteration 5Q: 3 clusters Score -1935264 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1935402.750000 Penalty: 4784.742188
	Iteration 6Q: 3 clusters Score -1935403 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1935556.500000 Penalty: 4784.742188
	Iteration 7Q: 3 clusters Score -1935556 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1935726.875000 Penalty: 4784.742188
	Iteration 8Q: 3 clusters Score -1935727 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1935887.875000 Penalty: 4784.742188
	Iteration 9Q: 3 clusters Score -1935888 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1936068.125000 Penalty: 4784.742188
	Iteration 10Q: 3 clusters Score -1936068 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1936258.500000 Penalty: 4784.742188
	Iteration 11Q: 3 clusters Score -1936258 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1936427.125000 Penalty: 4784.742188
	Iteration 12Q: 3 clusters Score -1936427 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1936609.750000 Penalty: 4784.742188
	Iteration 13Q: 3 clusters Score -1936610 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1936791.250000 Penalty: 4784.742188
	Iteration 14Q: 3 clusters Score -1936791 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1936973.250000 Penalty: 4784.742188
	Iteration 15Q: 3 clusters Score -1936973 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1937142.750000 Penalty: 4784.742188
	Iteration 16Q: 3 clusters Score -1937143 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1937276.875000 Penalty: 4784.742188
	Iteration 17Q: 3 clusters Score -1937277 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1937384.625000 Penalty: 4784.742188
	Iteration 18Q: 3 clusters Score -1937385 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1937461.750000 Penalty: 4784.742188
	Iteration 19Q: 3 clusters Score -1937462 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1937521.500000 Penalty: 4784.742188
	Iteration 20F: 3 clusters Score -1937522 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1937561.125000 Penalty: 4784.742188
	Iteration 21Q: 3 clusters Score -1937561 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1937608.000000 Penalty: 4784.742188
	Iteration 22Q: 3 clusters Score -1937608 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1937645.000000 Penalty: 4784.742188
	Iteration 23Q: 3 clusters Score -1937645 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1937682.375000 Penalty: 4784.742188
	Iteration 24Q: 3 clusters Score -1937682 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1937711.500000 Penalty: 4784.742188
	Iteration 25Q: 3 clusters Score -1937712 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1937731.375000 Penalty: 4784.742188
	Iteration 26Q: 3 clusters Score -1937731 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1937755.250000 Penalty: 4784.742188
	Iteration 27Q: 3 clusters Score -1937755 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1937783.000000 Penalty: 4784.742188
	Iteration 28Q: 3 clusters Score -1937783 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1937812.125000 Penalty: 4784.742188
	Iteration 29Q: 3 clusters Score -1937812 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1937848.125000 Penalty: 4784.742188
	Iteration 30Q: 3 clusters Score -1937848 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1937888.250000 Penalty: 4784.742188
	Iteration 31Q: 3 clusters Score -1937888 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1937935.875000 Penalty: 4784.742188
	Iteration 32Q: 3 clusters Score -1937936 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1938009.125000 Penalty: 4784.742188
	Iteration 33Q: 3 clusters Score -1938009 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1938077.250000 Penalty: 4784.742188
	Iteration 34Q: 3 clusters Score -1938077 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1938154.250000 Penalty: 4784.742188
	Iteration 35Q: 3 clusters Score -1938154 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1938233.000000 Penalty: 4784.742188
	Iteration 36Q: 3 clusters Score -1938233 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1938307.125000 Penalty: 4784.742188
	Iteration 37Q: 3 clusters Score -1938307 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1938371.750000 Penalty: 4784.742188
	Iteration 38Q: 3 clusters Score -1938372 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1938441.000000 Penalty: 4784.742188
	Iteration 39Q: 3 clusters Score -1938441 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1938508.125000 Penalty: 4784.742188
	Iteration 40F: 3 clusters Score -1938508 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1938566.750000 Penalty: 4784.742188
	Iteration 41Q: 3 clusters Score -1938567 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1938649.750000 Penalty: 4784.742188
	Iteration 42Q: 3 clusters Score -1938650 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1938737.125000 Penalty: 4784.742188
	Iteration 43Q: 3 clusters Score -1938737 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1938819.375000 Penalty: 4784.742188
	Iteration 44Q: 3 clusters Score -1938819 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1938896.875000 Penalty: 4784.742188
	Iteration 45Q: 3 clusters Score -1938897 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1938970.500000 Penalty: 4784.742188
	Iteration 46Q: 3 clusters Score -1938970 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1939055.875000 Penalty: 4784.742188
	Iteration 47Q: 3 clusters Score -1939056 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1939138.250000 Penalty: 4784.742188
	Iteration 48Q: 3 clusters Score -1939138 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1939211.625000 Penalty: 4784.742188
	Iteration 49Q: 3 clusters Score -1939212 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1939276.000000 Penalty: 4784.742188
	Iteration 50Q: 3 clusters Score -1939276 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1939348.875000 Penalty: 4784.742188
	Iteration 51Q: 3 clusters Score -1939349 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1939418.125000 Penalty: 4784.742188
	Iteration 52Q: 3 clusters Score -1939418 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1939472.250000 Penalty: 4784.742188
	Iteration 53Q: 3 clusters Score -1939472 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1939520.250000 Penalty: 4784.742188
	Iteration 54Q: 3 clusters Score -1939520 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1939574.500000 Penalty: 4784.742188
	Iteration 55Q: 3 clusters Score -1939574 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1939626.375000 Penalty: 4784.742188
	Iteration 56Q: 3 clusters Score -1939626 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1939678.000000 Penalty: 4784.742188
	Iteration 57Q: 3 clusters Score -1939678 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1939720.000000 Penalty: 4784.742188
	Iteration 58Q: 3 clusters Score -1939720 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1939761.875000 Penalty: 4784.742188
	Iteration 59Q: 3 clusters Score -1939762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1939791.750000 Penalty: 4784.742188
	Iteration 60F: 3 clusters Score -1939792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1939815.750000 Penalty: 4784.742188
	Iteration 61Q: 3 clusters Score -1939816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1939850.625000 Penalty: 4784.742188
	Iteration 62Q: 3 clusters Score -1939851 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1939874.750000 Penalty: 4784.742188
	Iteration 63Q: 3 clusters Score -1939875 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1939897.375000 Penalty: 4784.742188
	Iteration 64Q: 3 clusters Score -1939897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1939909.125000 Penalty: 4784.742188
	Iteration 65Q: 3 clusters Score -1939909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1939928.750000 Penalty: 4784.742188
	Iteration 66Q: 3 clusters Score -1939929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1939939.000000 Penalty: 4784.742188
	Iteration 67Q: 3 clusters Score -1939939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1939949.875000 Penalty: 4784.742188
	Iteration 68Q: 3 clusters Score -1939950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1939962.375000 Penalty: 4784.742188
	Iteration 69Q: 3 clusters Score -1939962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1939974.000000 Penalty: 4784.742188
	Iteration 70Q: 3 clusters Score -1939974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1939981.500000 Penalty: 4784.742188
	Iteration 71Q: 3 clusters Score -1939982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1939983.750000 Penalty: 4784.742188
	Iteration 72Q: 3 clusters Score -1939984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1939988.500000 Penalty: 4784.742188
	Iteration 73Q: 3 clusters Score -1939988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1939993.125000 Penalty: 4784.742188
	Iteration 74Q: 3 clusters Score -1939993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1939992.250000 Penalty: 4784.742188
	Iteration 75Q: 3 clusters Score -1939992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1940001.125000 Penalty: 4784.742188
	Iteration 76Q: 3 clusters Score -1940001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1940004.375000 Penalty: 4784.742188
	Iteration 77Q: 3 clusters Score -1940004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1940009.125000 Penalty: 4784.742188
	Iteration 78Q: 3 clusters Score -1940009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1940010.000000 Penalty: 4784.742188
	Iteration 79Q: 3 clusters Score -1940010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1940012.375000 Penalty: 4784.742188
	Iteration 80F: 3 clusters Score -1940012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1940011.125000 Penalty: 4784.742188
	Iteration 81Q: 3 clusters Score -1940011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1940016.625000 Penalty: 4784.742188
	Iteration 82Q: 3 clusters Score -1940017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1940015.375000 Penalty: 4784.742188
	Iteration 83Q: 3 clusters Score -1940015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1940017.875000 Penalty: 4784.742188
	Iteration 84Q: 3 clusters Score -1940018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1940020.125000 Penalty: 4784.742188
	Iteration 85Q: 3 clusters Score -1940020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1940025.250000 Penalty: 4784.742188
	Iteration 86Q: 3 clusters Score -1940025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1940024.625000 Penalty: 4784.742188
	Iteration 87Q: 3 clusters Score -1940025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1940024.500000 Penalty: 4784.742188
	Iteration 88Q: 3 clusters Score -1940024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1940024.500000 Penalty: 4784.742188
	Iteration 89F: 3 clusters Score -1940024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (107357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Entering Unmasked Estep 
Score: -13780734.000000 Penalty: 2872.810791
	Iteration 0F: 2 clusters Score -1.378073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -13709045.000000 Penalty: 5745.621582
	Iteration 0F: 3 clusters Score -1.370904e+07 nChanged 50930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -13737702.000000 Penalty: 5745.621582
	Iteration 1F: 3 clusters Score -1.37377e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -13738247.000000 Penalty: 5745.621582
	Iteration 2Q: 3 clusters Score -1.373825e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -13738655.000000 Penalty: 5745.621582
	Iteration 3Q: 3 clusters Score -1.373866e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -13739129.000000 Penalty: 5745.621582
	Iteration 4Q: 3 clusters Score -1.373913e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -13739694.000000 Penalty: 5745.621582
	Iteration 5Q: 3 clusters Score -1.373969e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -13740285.000000 Penalty: 5745.621582
	Iteration 6Q: 3 clusters Score -1.374028e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -13740792.000000 Penalty: 5745.621582
	Iteration 7Q: 3 clusters Score -1.374079e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -13741308.000000 Penalty: 5745.621582
	Iteration 8Q: 3 clusters Score -1.374131e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -13741951.000000 Penalty: 5745.621582
	Iteration 9Q: 3 clusters Score -1.374195e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -13742796.000000 Penalty: 5745.621582
	Iteration 10Q: 3 clusters Score -1.37428e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -13743800.000000 Penalty: 5745.621582
	Iteration 11Q: 3 clusters Score -1.37438e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -13745063.000000 Penalty: 5745.621582
	Iteration 12Q: 3 clusters Score -1.374506e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -13746908.000000 Penalty: 5745.621582
	Iteration 13Q: 3 clusters Score -1.374691e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -13749714.000000 Penalty: 5745.621582
	Iteration 14Q: 3 clusters Score -1.374971e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -13753207.000000 Penalty: 5745.621582
	Iteration 15F: 3 clusters Score -1.375321e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -13757270.000000 Penalty: 5745.621582
	Iteration 16F: 3 clusters Score -1.375727e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -13761485.000000 Penalty: 5745.621582
	Iteration 17F: 3 clusters Score -1.376148e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -13765229.000000 Penalty: 5745.621582
	Iteration 18Q: 3 clusters Score -1.376523e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -13768384.000000 Penalty: 5745.621582
	Iteration 19Q: 3 clusters Score -1.376838e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96729 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -13770843.000000 Penalty: 5745.621582
	Iteration 20F: 3 clusters Score -1.377084e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99236 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -13772714.000000 Penalty: 5745.621582
	Iteration 21Q: 3 clusters Score -1.377271e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101208 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -13774170.000000 Penalty: 5745.621582
	Iteration 22Q: 3 clusters Score -1.377417e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102828 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -13775345.000000 Penalty: 5745.621582
	Iteration 23Q: 3 clusters Score -1.377534e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104069 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -13776192.000000 Penalty: 5745.621582
	Iteration 24Q: 3 clusters Score -1.377619e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104988 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -13776890.000000 Penalty: 5745.621582
	Iteration 25Q: 3 clusters Score -1.377689e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -13777350.000000 Penalty: 5745.621582
	Iteration 26Q: 3 clusters Score -1.377735e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106086 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -13777666.000000 Penalty: 5745.621582
	Iteration 27Q: 3 clusters Score -1.377767e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -13777842.000000 Penalty: 5745.621582
	Iteration 28Q: 3 clusters Score -1.377784e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106527 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13777996.000000 Penalty: 5745.621582
	Iteration 29Q: 3 clusters Score -1.3778e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13778097.000000 Penalty: 5745.621582
	Iteration 30Q: 3 clusters Score -1.37781e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106706 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -13778145.000000 Penalty: 5745.621582
	Iteration 31Q: 3 clusters Score -1.377814e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106753 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -13778165.000000 Penalty: 5745.621582
	Iteration 32Q: 3 clusters Score -1.377816e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106790 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -13778190.000000 Penalty: 5745.621582
	Iteration 33Q: 3 clusters Score -1.377819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106806 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13778189.000000 Penalty: 5745.621582
	Iteration 34Q: 3 clusters Score -1.377819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106828 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13778207.000000 Penalty: 5745.621582
	Iteration 35Q: 3 clusters Score -1.377821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106838 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13778217.000000 Penalty: 5745.621582
	Iteration 36Q: 3 clusters Score -1.377822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106845 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13778232.000000 Penalty: 5745.621582
	Iteration 37Q: 3 clusters Score -1.377823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13778237.000000 Penalty: 5745.621582
	Iteration 38Q: 3 clusters Score -1.377824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106859 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -13778243.000000 Penalty: 5745.621582
	Iteration 39Q: 3 clusters Score -1.377824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106864 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -13778240.000000 Penalty: 5745.621582
	Iteration 40F: 3 clusters Score -1.377824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106867 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -13778251.000000 Penalty: 5745.621582
	Iteration 41Q: 3 clusters Score -1.377825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106869 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -13778253.000000 Penalty: 5745.621582
	Iteration 42Q: 3 clusters Score -1.377825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106871 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -13778261.000000 Penalty: 5745.621582
	Iteration 43Q: 3 clusters Score -1.377826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106875 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -13778259.000000 Penalty: 5745.621582
	Iteration 44Q: 3 clusters Score -1.377826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106876 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -13778266.000000 Penalty: 5745.621582
	Iteration 45Q: 3 clusters Score -1.377827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106878 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -13778262.000000 Penalty: 5745.621582
	Iteration 46Q: 3 clusters Score -1.377826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106879 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -13778265.000000 Penalty: 5745.621582
	Iteration 47Q: 3 clusters Score -1.377826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106882 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -13778271.000000 Penalty: 5745.621582
	Iteration 48Q: 3 clusters Score -1.377827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13778271.000000 Penalty: 5745.621582
	Iteration 49Q: 3 clusters Score -1.377827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13778277.000000 Penalty: 5745.621582
	Iteration 50Q: 3 clusters Score -1.377828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -13778275.000000 Penalty: 5745.621582
	Iteration 51Q: 3 clusters Score -1.377828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106885 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13778272.000000 Penalty: 5745.621582
	Iteration 52Q: 3 clusters Score -1.377827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106885 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13778272.000000 Penalty: 5745.621582
	Iteration 53F: 3 clusters Score -1.377827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101256 members 
Entering Unmasked Estep 
Score: -12760056.000000 Penalty: 2858.300781
	Iteration 0F: 2 clusters Score -1.276006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -12692445.000000 Penalty: 5716.601562
	Iteration 0F: 3 clusters Score -1.269244e+07 nChanged 48031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -12720031.000000 Penalty: 5716.601562
	Iteration 1F: 3 clusters Score -1.272003e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -12721414.000000 Penalty: 5716.601562
	Iteration 2Q: 3 clusters Score -1.272141e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -12723555.000000 Penalty: 5716.601562
	Iteration 3Q: 3 clusters Score -1.272356e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -12726834.000000 Penalty: 5716.601562
	Iteration 4F: 3 clusters Score -1.272683e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -12731080.000000 Penalty: 5716.601562
	Iteration 5F: 3 clusters Score -1.273108e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -12735975.000000 Penalty: 5716.601562
	Iteration 6F: 3 clusters Score -1.273598e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -12741098.000000 Penalty: 5716.601562
	Iteration 7F: 3 clusters Score -1.27411e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -12746005.000000 Penalty: 5716.601562
	Iteration 8F: 3 clusters Score -1.2746e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91911 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -12750242.000000 Penalty: 5716.601562
	Iteration 9F: 3 clusters Score -1.275024e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95617 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -12753437.000000 Penalty: 5716.601562
	Iteration 10Q: 3 clusters Score -1.275344e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97934 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -12755477.000000 Penalty: 5716.601562
	Iteration 11Q: 3 clusters Score -1.275548e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -12756547.000000 Penalty: 5716.601562
	Iteration 12Q: 3 clusters Score -1.275655e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99820 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -12757052.000000 Penalty: 5716.601562
	Iteration 13Q: 3 clusters Score -1.275705e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100084 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -12757345.000000 Penalty: 5716.601562
	Iteration 14Q: 3 clusters Score -1.275734e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100215 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -12757567.000000 Penalty: 5716.601562
	Iteration 15Q: 3 clusters Score -1.275757e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -12757704.000000 Penalty: 5716.601562
	Iteration 16Q: 3 clusters Score -1.27577e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100285 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -12757845.000000 Penalty: 5716.601562
	Iteration 17Q: 3 clusters Score -1.275784e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100295 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12757960.000000 Penalty: 5716.601562
	Iteration 18Q: 3 clusters Score -1.275796e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100300 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -12758030.000000 Penalty: 5716.601562
	Iteration 19Q: 3 clusters Score -1.275803e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100301 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12758109.000000 Penalty: 5716.601562
	Iteration 20F: 3 clusters Score -1.275811e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100301 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12758148.000000 Penalty: 5716.601562
	Iteration 21Q: 3 clusters Score -1.275815e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100300 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -12758170.000000 Penalty: 5716.601562
	Iteration 22Q: 3 clusters Score -1.275817e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100300 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -12758196.000000 Penalty: 5716.601562
	Iteration 23Q: 3 clusters Score -1.27582e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12758206.000000 Penalty: 5716.601562
	Iteration 24Q: 3 clusters Score -1.275821e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100289 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12758227.000000 Penalty: 5716.601562
	Iteration 25Q: 3 clusters Score -1.275823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100285 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -12758239.000000 Penalty: 5716.601562
	Iteration 26Q: 3 clusters Score -1.275824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100286 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12758253.000000 Penalty: 5716.601562
	Iteration 27Q: 3 clusters Score -1.275825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100287 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12758242.000000 Penalty: 5716.601562
	Iteration 28Q: 3 clusters Score -1.275824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100286 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12758254.000000 Penalty: 5716.601562
	Iteration 29Q: 3 clusters Score -1.275825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -12758258.000000 Penalty: 5716.601562
	Iteration 30Q: 3 clusters Score -1.275826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100283 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -12758247.000000 Penalty: 5716.601562
	Iteration 31Q: 3 clusters Score -1.275825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100279 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12758251.000000 Penalty: 5716.601562
	Iteration 32Q: 3 clusters Score -1.275825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100279 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12758259.000000 Penalty: 5716.601562
	Iteration 33Q: 3 clusters Score -1.275826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100279 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12758265.000000 Penalty: 5716.601562
	Iteration 34Q: 3 clusters Score -1.275826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12758262.000000 Penalty: 5716.601562
	Iteration 35Q: 3 clusters Score -1.275826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12758265.000000 Penalty: 5716.601562
	Iteration 36Q: 3 clusters Score -1.275826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12758269.000000 Penalty: 5716.601562
	Iteration 37Q: 3 clusters Score -1.275827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12758264.000000 Penalty: 5716.601562
	Iteration 38Q: 3 clusters Score -1.275826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100279 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12758268.000000 Penalty: 5716.601562
	Iteration 39Q: 3 clusters Score -1.275827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12758263.000000 Penalty: 5716.601562
	Iteration 40F: 3 clusters Score -1.275826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -12758263.000000 Penalty: 5716.601562
	Iteration 41Q: 3 clusters Score -1.275826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12758263.000000 Penalty: 5716.601562
	Iteration 42Q: 3 clusters Score -1.275826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12758272.000000 Penalty: 5716.601562
	Iteration 43Q: 3 clusters Score -1.275827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100272 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12758267.000000 Penalty: 5716.601562
	Iteration 44Q: 3 clusters Score -1.275827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100271 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12758270.000000 Penalty: 5716.601562
	Iteration 45Q: 3 clusters Score -1.275827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100272 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12758273.000000 Penalty: 5716.601562
	Iteration 46Q: 3 clusters Score -1.275827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12758278.000000 Penalty: 5716.601562
	Iteration 47Q: 3 clusters Score -1.275828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12758278.000000 Penalty: 5716.601562
	Iteration 48F: 3 clusters Score -1.275828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Entering Unmasked Estep 
Score: -3949968.000000 Penalty: 2568.105469
	Iteration 0F: 2 clusters Score -3949968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3928470.750000 Penalty: 5136.210938
	Iteration 0F: 3 clusters Score -3928471 nChanged 14245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3936362.000000 Penalty: 5136.210938
	Iteration 1F: 3 clusters Score -3936362 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3937013.750000 Penalty: 5136.210938
	Iteration 2F: 3 clusters Score -3937014 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3937758.250000 Penalty: 5136.210938
	Iteration 3F: 3 clusters Score -3937758 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3938534.750000 Penalty: 5136.210938
	Iteration 4F: 3 clusters Score -3938535 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3939293.750000 Penalty: 5136.210938
	Iteration 5F: 3 clusters Score -3939294 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3939989.750000 Penalty: 5136.210938
	Iteration 6F: 3 clusters Score -3939990 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3940605.750000 Penalty: 5136.210938
	Iteration 7Q: 3 clusters Score -3940606 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3941206.000000 Penalty: 5136.210938
	Iteration 8Q: 3 clusters Score -3941206 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3941772.000000 Penalty: 5136.210938
	Iteration 9Q: 3 clusters Score -3941772 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3942323.000000 Penalty: 5136.210938
	Iteration 10Q: 3 clusters Score -3942323 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3942864.500000 Penalty: 5136.210938
	Iteration 11Q: 3 clusters Score -3942864 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3943373.500000 Penalty: 5136.210938
	Iteration 12Q: 3 clusters Score -3943374 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -3943799.750000 Penalty: 5136.210938
	Iteration 13Q: 3 clusters Score -3943800 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3944140.500000 Penalty: 5136.210938
	Iteration 14Q: 3 clusters Score -3944140 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3944466.250000 Penalty: 5136.210938
	Iteration 15Q: 3 clusters Score -3944466 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3944793.500000 Penalty: 5136.210938
	Iteration 16Q: 3 clusters Score -3944794 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3945062.750000 Penalty: 5136.210938
	Iteration 17Q: 3 clusters Score -3945063 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3945317.750000 Penalty: 5136.210938
	Iteration 18Q: 3 clusters Score -3945318 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -3945556.500000 Penalty: 5136.210938
	Iteration 19Q: 3 clusters Score -3945556 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3945826.000000 Penalty: 5136.210938
	Iteration 20F: 3 clusters Score -3945826 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3946056.000000 Penalty: 5136.210938
	Iteration 21Q: 3 clusters Score -3946056 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3946282.000000 Penalty: 5136.210938
	Iteration 22Q: 3 clusters Score -3946282 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3946543.500000 Penalty: 5136.210938
	Iteration 23Q: 3 clusters Score -3946544 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3946795.250000 Penalty: 5136.210938
	Iteration 24Q: 3 clusters Score -3946795 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3946950.000000 Penalty: 5136.210938
	Iteration 25Q: 3 clusters Score -3946950 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3947095.500000 Penalty: 5136.210938
	Iteration 26Q: 3 clusters Score -3947096 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3947196.250000 Penalty: 5136.210938
	Iteration 27Q: 3 clusters Score -3947196 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3947288.250000 Penalty: 5136.210938
	Iteration 28Q: 3 clusters Score -3947288 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3947385.000000 Penalty: 5136.210938
	Iteration 29Q: 3 clusters Score -3947385 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3947453.750000 Penalty: 5136.210938
	Iteration 30Q: 3 clusters Score -3947454 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3947526.250000 Penalty: 5136.210938
	Iteration 31Q: 3 clusters Score -3947526 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3947578.000000 Penalty: 5136.210938
	Iteration 32Q: 3 clusters Score -3947578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3947616.000000 Penalty: 5136.210938
	Iteration 33Q: 3 clusters Score -3947616 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3947641.000000 Penalty: 5136.210938
	Iteration 34Q: 3 clusters Score -3947641 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3947656.000000 Penalty: 5136.210938
	Iteration 35Q: 3 clusters Score -3947656 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3947680.500000 Penalty: 5136.210938
	Iteration 36Q: 3 clusters Score -3947680 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3947706.000000 Penalty: 5136.210938
	Iteration 37Q: 3 clusters Score -3947706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3947710.000000 Penalty: 5136.210938
	Iteration 38Q: 3 clusters Score -3947710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3947735.000000 Penalty: 5136.210938
	Iteration 39Q: 3 clusters Score -3947735 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3947740.500000 Penalty: 5136.210938
	Iteration 40F: 3 clusters Score -3947740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3947754.250000 Penalty: 5136.210938
	Iteration 41Q: 3 clusters Score -3947754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3947772.500000 Penalty: 5136.210938
	Iteration 42Q: 3 clusters Score -3947772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3947780.500000 Penalty: 5136.210938
	Iteration 43Q: 3 clusters Score -3947780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3947781.500000 Penalty: 5136.210938
	Iteration 44Q: 3 clusters Score -3947782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3947785.750000 Penalty: 5136.210938
	Iteration 45Q: 3 clusters Score -3947786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3947792.250000 Penalty: 5136.210938
	Iteration 46Q: 3 clusters Score -3947792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3947787.500000 Penalty: 5136.210938
	Iteration 47Q: 3 clusters Score -3947788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3947793.750000 Penalty: 5136.210938
	Iteration 48Q: 3 clusters Score -3947794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3947798.000000 Penalty: 5136.210938
	Iteration 49Q: 3 clusters Score -3947798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3947800.000000 Penalty: 5136.210938
	Iteration 50Q: 3 clusters Score -3947800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3947803.500000 Penalty: 5136.210938
	Iteration 51Q: 3 clusters Score -3947804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3947799.750000 Penalty: 5136.210938
	Iteration 52Q: 3 clusters Score -3947800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3947797.000000 Penalty: 5136.210938
	Iteration 53Q: 3 clusters Score -3947797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3947799.500000 Penalty: 5136.210938
	Iteration 54Q: 3 clusters Score -3947800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3947798.750000 Penalty: 5136.210938
	Iteration 55Q: 3 clusters Score -3947799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3947799.750000 Penalty: 5136.210938
	Iteration 56Q: 3 clusters Score -3947800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3947799.750000 Penalty: 5136.210938
	Iteration 57F: 3 clusters Score -3947800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (156091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156091 members 
Entering Unmasked Estep 
Score: -20223290.000000 Penalty: 2965.632324
	Iteration 0F: 2 clusters Score -2.022329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78118 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
Score: -20120992.000000 Penalty: 5931.264648
	Iteration 0F: 3 clusters Score -2.012099e+07 nChanged 74422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 76749 members 
Entering Unmasked Estep 
Score: -20164486.000000 Penalty: 5931.264648
	Iteration 1F: 3 clusters Score -2.016449e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -20165718.000000 Penalty: 5931.264648
	Iteration 2Q: 3 clusters Score -2.016572e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80275 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -20167604.000000 Penalty: 5931.264648
	Iteration 3Q: 3 clusters Score -2.01676e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 75172 members 
Entering Unmasked Estep 
Score: -20170818.000000 Penalty: 5931.264648
	Iteration 4Q: 3 clusters Score -2.017082e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -20175572.000000 Penalty: 5931.264648
	Iteration 5F: 3 clusters Score -2.017557e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 74041 members 
Entering Unmasked Estep 
Score: -20182060.000000 Penalty: 5931.264648
	Iteration 6F: 3 clusters Score -2.018206e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -20189780.000000 Penalty: 5931.264648
	Iteration 7F: 3 clusters Score -2.018978e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -20197060.000000 Penalty: 5931.264648
	Iteration 8F: 3 clusters Score -2.019706e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81043 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -20200716.000000 Penalty: 5931.264648
	Iteration 9F: 3 clusters Score -2.020072e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80486 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -20202338.000000 Penalty: 5931.264648
	Iteration 10Q: 3 clusters Score -2.020234e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79922 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -20202980.000000 Penalty: 5931.264648
	Iteration 11Q: 3 clusters Score -2.020298e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79376 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -20203340.000000 Penalty: 5931.264648
	Iteration 12Q: 3 clusters Score -2.020334e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78767 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -20203590.000000 Penalty: 5931.264648
	Iteration 13Q: 3 clusters Score -2.020359e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -20203942.000000 Penalty: 5931.264648
	Iteration 14Q: 3 clusters Score -2.020394e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -20204242.000000 Penalty: 5931.264648
	Iteration 15Q: 3 clusters Score -2.020424e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -20204538.000000 Penalty: 5931.264648
	Iteration 16Q: 3 clusters Score -2.020454e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 79857 members 
Entering Unmasked Estep 
Score: -20204878.000000 Penalty: 5931.264648
	Iteration 17Q: 3 clusters Score -2.020488e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75585 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -20205164.000000 Penalty: 5931.264648
	Iteration 18Q: 3 clusters Score -2.020516e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -20205458.000000 Penalty: 5931.264648
	Iteration 19Q: 3 clusters Score -2.020546e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74111 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -20205816.000000 Penalty: 5931.264648
	Iteration 20F: 3 clusters Score -2.020582e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73334 members 
Mstep: Class 2 contains 82757 members 
Entering Unmasked Estep 
Score: -20206018.000000 Penalty: 5931.264648
	Iteration 21Q: 3 clusters Score -2.020602e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -20206166.000000 Penalty: 5931.264648
	Iteration 22Q: 3 clusters Score -2.020617e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 84386 members 
Entering Unmasked Estep 
Score: -20206428.000000 Penalty: 5931.264648
	Iteration 23Q: 3 clusters Score -2.020643e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -20206746.000000 Penalty: 5931.264648
	Iteration 24Q: 3 clusters Score -2.020675e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -20206988.000000 Penalty: 5931.264648
	Iteration 25Q: 3 clusters Score -2.020699e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -20207138.000000 Penalty: 5931.264648
	Iteration 26Q: 3 clusters Score -2.020714e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -20207214.000000 Penalty: 5931.264648
	Iteration 27Q: 3 clusters Score -2.020721e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 89223 members 
Entering Unmasked Estep 
Score: -20207370.000000 Penalty: 5931.264648
	Iteration 28Q: 3 clusters Score -2.020737e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 90265 members 
Entering Unmasked Estep 
Score: -20207600.000000 Penalty: 5931.264648
	Iteration 29Q: 3 clusters Score -2.02076e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -20207714.000000 Penalty: 5931.264648
	Iteration 30Q: 3 clusters Score -2.020771e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -20207768.000000 Penalty: 5931.264648
	Iteration 31Q: 3 clusters Score -2.020777e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -20207914.000000 Penalty: 5931.264648
	Iteration 32Q: 3 clusters Score -2.020791e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -20208158.000000 Penalty: 5931.264648
	Iteration 33Q: 3 clusters Score -2.020816e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 96171 members 
Entering Unmasked Estep 
Score: -20208390.000000 Penalty: 5931.264648
	Iteration 34Q: 3 clusters Score -2.020839e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 97517 members 
Entering Unmasked Estep 
Score: -20208516.000000 Penalty: 5931.264648
	Iteration 35Q: 3 clusters Score -2.020852e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 98872 members 
Entering Unmasked Estep 
Score: -20208770.000000 Penalty: 5931.264648
	Iteration 36Q: 3 clusters Score -2.020877e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 100286 members 
Entering Unmasked Estep 
Score: -20209096.000000 Penalty: 5931.264648
	Iteration 37Q: 3 clusters Score -2.02091e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 101787 members 
Entering Unmasked Estep 
Score: -20209436.000000 Penalty: 5931.264648
	Iteration 38Q: 3 clusters Score -2.020944e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 103311 members 
Entering Unmasked Estep 
Score: -20209694.000000 Penalty: 5931.264648
	Iteration 39Q: 3 clusters Score -2.020969e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 104896 members 
Entering Unmasked Estep 
Score: -20210032.000000 Penalty: 5931.264648
	Iteration 40F: 3 clusters Score -2.021003e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 106509 members 
Entering Unmasked Estep 
Score: -20210338.000000 Penalty: 5931.264648
	Iteration 41Q: 3 clusters Score -2.021034e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 108256 members 
Entering Unmasked Estep 
Score: -20210712.000000 Penalty: 5931.264648
	Iteration 42Q: 3 clusters Score -2.021071e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 110041 members 
Entering Unmasked Estep 
Score: -20211036.000000 Penalty: 5931.264648
	Iteration 43Q: 3 clusters Score -2.021104e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 111929 members 
Entering Unmasked Estep 
Score: -20211636.000000 Penalty: 5931.264648
	Iteration 44Q: 3 clusters Score -2.021164e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 113861 members 
Entering Unmasked Estep 
Score: -20212164.000000 Penalty: 5931.264648
	Iteration 45Q: 3 clusters Score -2.021216e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 115861 members 
Entering Unmasked Estep 
Score: -20212968.000000 Penalty: 5931.264648
	Iteration 46Q: 3 clusters Score -2.021297e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 117827 members 
Entering Unmasked Estep 
Score: -20213896.000000 Penalty: 5931.264648
	Iteration 47Q: 3 clusters Score -2.02139e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 119804 members 
Entering Unmasked Estep 
Score: -20214780.000000 Penalty: 5931.264648
	Iteration 48Q: 3 clusters Score -2.021478e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 121721 members 
Entering Unmasked Estep 
Score: -20215620.000000 Penalty: 5931.264648
	Iteration 49Q: 3 clusters Score -2.021562e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 123449 members 
Entering Unmasked Estep 
Score: -20216216.000000 Penalty: 5931.264648
	Iteration 50Q: 3 clusters Score -2.021622e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 125048 members 
Entering Unmasked Estep 
Score: -20216782.000000 Penalty: 5931.264648
	Iteration 51Q: 3 clusters Score -2.021678e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 126544 members 
Entering Unmasked Estep 
Score: -20217338.000000 Penalty: 5931.264648
	Iteration 52Q: 3 clusters Score -2.021734e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 127891 members 
Entering Unmasked Estep 
Score: -20217670.000000 Penalty: 5931.264648
	Iteration 53Q: 3 clusters Score -2.021767e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 129111 members 
Entering Unmasked Estep 
Score: -20218012.000000 Penalty: 5931.264648
	Iteration 54Q: 3 clusters Score -2.021801e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 130251 members 
Entering Unmasked Estep 
Score: -20218268.000000 Penalty: 5931.264648
	Iteration 55Q: 3 clusters Score -2.021827e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 131245 members 
Entering Unmasked Estep 
Score: -20218458.000000 Penalty: 5931.264648
	Iteration 56Q: 3 clusters Score -2.021846e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 132179 members 
Entering Unmasked Estep 
Score: -20218678.000000 Penalty: 5931.264648
	Iteration 57Q: 3 clusters Score -2.021868e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 133096 members 
Entering Unmasked Estep 
Score: -20218802.000000 Penalty: 5931.264648
	Iteration 58Q: 3 clusters Score -2.02188e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 133964 members 
Entering Unmasked Estep 
Score: -20218922.000000 Penalty: 5931.264648
	Iteration 59Q: 3 clusters Score -2.021892e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 134829 members 
Entering Unmasked Estep 
Score: -20219142.000000 Penalty: 5931.264648
	Iteration 60F: 3 clusters Score -2.021914e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 135725 members 
Entering Unmasked Estep 
Score: -20219220.000000 Penalty: 5931.264648
	Iteration 61Q: 3 clusters Score -2.021922e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 136586 members 
Entering Unmasked Estep 
Score: -20219390.000000 Penalty: 5931.264648
	Iteration 62Q: 3 clusters Score -2.021939e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 137401 members 
Entering Unmasked Estep 
Score: -20219466.000000 Penalty: 5931.264648
	Iteration 63Q: 3 clusters Score -2.021947e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 138215 members 
Entering Unmasked Estep 
Score: -20219706.000000 Penalty: 5931.264648
	Iteration 64Q: 3 clusters Score -2.021971e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 139002 members 
Entering Unmasked Estep 
Score: -20219770.000000 Penalty: 5931.264648
	Iteration 65Q: 3 clusters Score -2.021977e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 139774 members 
Entering Unmasked Estep 
Score: -20219896.000000 Penalty: 5931.264648
	Iteration 66Q: 3 clusters Score -2.02199e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 140521 members 
Entering Unmasked Estep 
Score: -20219998.000000 Penalty: 5931.264648
	Iteration 67Q: 3 clusters Score -2.022e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 141251 members 
Entering Unmasked Estep 
Score: -20220064.000000 Penalty: 5931.264648
	Iteration 68Q: 3 clusters Score -2.022006e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 141990 members 
Entering Unmasked Estep 
Score: -20220202.000000 Penalty: 5931.264648
	Iteration 69Q: 3 clusters Score -2.02202e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 142752 members 
Entering Unmasked Estep 
Score: -20220344.000000 Penalty: 5931.264648
	Iteration 70Q: 3 clusters Score -2.022034e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 143458 members 
Entering Unmasked Estep 
Score: -20220494.000000 Penalty: 5931.264648
	Iteration 71Q: 3 clusters Score -2.022049e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 144098 members 
Entering Unmasked Estep 
Score: -20220584.000000 Penalty: 5931.264648
	Iteration 72Q: 3 clusters Score -2.022058e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 144710 members 
Entering Unmasked Estep 
Score: -20220658.000000 Penalty: 5931.264648
	Iteration 73Q: 3 clusters Score -2.022066e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 145315 members 
Entering Unmasked Estep 
Score: -20220786.000000 Penalty: 5931.264648
	Iteration 74Q: 3 clusters Score -2.022079e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 145870 members 
Entering Unmasked Estep 
Score: -20220918.000000 Penalty: 5931.264648
	Iteration 75Q: 3 clusters Score -2.022092e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 146391 members 
Entering Unmasked Estep 
Score: -20221020.000000 Penalty: 5931.264648
	Iteration 76Q: 3 clusters Score -2.022102e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 146875 members 
Entering Unmasked Estep 
Score: -20221186.000000 Penalty: 5931.264648
	Iteration 77Q: 3 clusters Score -2.022119e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -20221352.000000 Penalty: 5931.264648
	Iteration 78Q: 3 clusters Score -2.022135e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 147724 members 
Entering Unmasked Estep 
Score: -20221466.000000 Penalty: 5931.264648
	Iteration 79Q: 3 clusters Score -2.022147e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 148085 members 
Entering Unmasked Estep 
Score: -20221456.000000 Penalty: 5931.264648
	Iteration 80F: 3 clusters Score -2.022146e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 148422 members 
Entering Unmasked Estep 
Score: -20221534.000000 Penalty: 5931.264648
	Iteration 81Q: 3 clusters Score -2.022153e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 148732 members 
Entering Unmasked Estep 
Score: -20221556.000000 Penalty: 5931.264648
	Iteration 82Q: 3 clusters Score -2.022156e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 149026 members 
Entering Unmasked Estep 
Score: -20221552.000000 Penalty: 5931.264648
	Iteration 83Q: 3 clusters Score -2.022155e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 149324 members 
Entering Unmasked Estep 
Score: -20221600.000000 Penalty: 5931.264648
	Iteration 84Q: 3 clusters Score -2.02216e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 149584 members 
Entering Unmasked Estep 
Score: -20221658.000000 Penalty: 5931.264648
	Iteration 85Q: 3 clusters Score -2.022166e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 149827 members 
Entering Unmasked Estep 
Score: -20221660.000000 Penalty: 5931.264648
	Iteration 86Q: 3 clusters Score -2.022166e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 150043 members 
Entering Unmasked Estep 
Score: -20221702.000000 Penalty: 5931.264648
	Iteration 87Q: 3 clusters Score -2.02217e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 150229 members 
Entering Unmasked Estep 
Score: -20221690.000000 Penalty: 5931.264648
	Iteration 88Q: 3 clusters Score -2.022169e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 150392 members 
Entering Unmasked Estep 
Score: -20221726.000000 Penalty: 5931.264648
	Iteration 89Q: 3 clusters Score -2.022173e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 150552 members 
Entering Unmasked Estep 
Score: -20221728.000000 Penalty: 5931.264648
	Iteration 90Q: 3 clusters Score -2.022173e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 150696 members 
Entering Unmasked Estep 
Score: -20221768.000000 Penalty: 5931.264648
	Iteration 91Q: 3 clusters Score -2.022177e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 150814 members 
Entering Unmasked Estep 
Score: -20221758.000000 Penalty: 5931.264648
	Iteration 92Q: 3 clusters Score -2.022176e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 150933 members 
Entering Unmasked Estep 
Score: -20221794.000000 Penalty: 5931.264648
	Iteration 93Q: 3 clusters Score -2.022179e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 151029 members 
Entering Unmasked Estep 
Score: -20221762.000000 Penalty: 5931.264648
	Iteration 94Q: 3 clusters Score -2.022176e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 151117 members 
Entering Unmasked Estep 
Score: -20221768.000000 Penalty: 5931.264648
	Iteration 95Q: 3 clusters Score -2.022177e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 151191 members 
Entering Unmasked Estep 
Score: -20221736.000000 Penalty: 5931.264648
	Iteration 96Q: 3 clusters Score -2.022174e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 151254 members 
Entering Unmasked Estep 
Score: -20221736.000000 Penalty: 5931.264648
	Iteration 97Q: 3 clusters Score -2.022174e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 151313 members 
Entering Unmasked Estep 
Score: -20221760.000000 Penalty: 5931.264648
	Iteration 98Q: 3 clusters Score -2.022176e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 151375 members 
Entering Unmasked Estep 
Score: -20221798.000000 Penalty: 5931.264648
	Iteration 99Q: 3 clusters Score -2.02218e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 151426 members 
Entering Unmasked Estep 
Score: -20221790.000000 Penalty: 5931.264648
	Iteration 100F: 3 clusters Score -2.022179e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 151475 members 
Entering Unmasked Estep 
Score: -20221756.000000 Penalty: 5931.264648
	Iteration 101Q: 3 clusters Score -2.022176e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 151514 members 
Entering Unmasked Estep 
Score: -20221758.000000 Penalty: 5931.264648
	Iteration 102Q: 3 clusters Score -2.022176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 151556 members 
Entering Unmasked Estep 
Score: -20221746.000000 Penalty: 5931.264648
	Iteration 103Q: 3 clusters Score -2.022175e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 151602 members 
Entering Unmasked Estep 
Score: -20221748.000000 Penalty: 5931.264648
	Iteration 104Q: 3 clusters Score -2.022175e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 151637 members 
Entering Unmasked Estep 
Score: -20221724.000000 Penalty: 5931.264648
	Iteration 105Q: 3 clusters Score -2.022172e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 151675 members 
Entering Unmasked Estep 
Score: -20221708.000000 Penalty: 5931.264648
	Iteration 106Q: 3 clusters Score -2.022171e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 151721 members 
Entering Unmasked Estep 
Score: -20221718.000000 Penalty: 5931.264648
	Iteration 107Q: 3 clusters Score -2.022172e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 151759 members 
Entering Unmasked Estep 
Score: -20221736.000000 Penalty: 5931.264648
	Iteration 108Q: 3 clusters Score -2.022174e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 151797 members 
Entering Unmasked Estep 
Score: -20221708.000000 Penalty: 5931.264648
	Iteration 109Q: 3 clusters Score -2.022171e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 151835 members 
Entering Unmasked Estep 
Score: -20221690.000000 Penalty: 5931.264648
	Iteration 110Q: 3 clusters Score -2.022169e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 151879 members 
Entering Unmasked Estep 
Score: -20221674.000000 Penalty: 5931.264648
	Iteration 111Q: 3 clusters Score -2.022167e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 151907 members 
Entering Unmasked Estep 
Score: -20221644.000000 Penalty: 5931.264648
	Iteration 112Q: 3 clusters Score -2.022164e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 151945 members 
Entering Unmasked Estep 
Score: -20221666.000000 Penalty: 5931.264648
	Iteration 113Q: 3 clusters Score -2.022167e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 151983 members 
Entering Unmasked Estep 
Score: -20221640.000000 Penalty: 5931.264648
	Iteration 114Q: 3 clusters Score -2.022164e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 152027 members 
Entering Unmasked Estep 
Score: -20221652.000000 Penalty: 5931.264648
	Iteration 115Q: 3 clusters Score -2.022165e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 152069 members 
Entering Unmasked Estep 
Score: -20221670.000000 Penalty: 5931.264648
	Iteration 116Q: 3 clusters Score -2.022167e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 152110 members 
Entering Unmasked Estep 
Score: -20221672.000000 Penalty: 5931.264648
	Iteration 117Q: 3 clusters Score -2.022167e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 152139 members 
Entering Unmasked Estep 
Score: -20221648.000000 Penalty: 5931.264648
	Iteration 118Q: 3 clusters Score -2.022165e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 152164 members 
Entering Unmasked Estep 
Score: -20221634.000000 Penalty: 5931.264648
	Iteration 119Q: 3 clusters Score -2.022163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 152189 members 
Entering Unmasked Estep 
Score: -20221646.000000 Penalty: 5931.264648
	Iteration 120F: 3 clusters Score -2.022165e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 152210 members 
Entering Unmasked Estep 
Score: -20221630.000000 Penalty: 5931.264648
	Iteration 121Q: 3 clusters Score -2.022163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 152233 members 
Entering Unmasked Estep 
Score: -20221648.000000 Penalty: 5931.264648
	Iteration 122Q: 3 clusters Score -2.022165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 152254 members 
Entering Unmasked Estep 
Score: -20221642.000000 Penalty: 5931.264648
	Iteration 123Q: 3 clusters Score -2.022164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 152271 members 
Entering Unmasked Estep 
Score: -20221640.000000 Penalty: 5931.264648
	Iteration 124Q: 3 clusters Score -2.022164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 152288 members 
Entering Unmasked Estep 
Score: -20221634.000000 Penalty: 5931.264648
	Iteration 125Q: 3 clusters Score -2.022163e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 152300 members 
Entering Unmasked Estep 
Score: -20221646.000000 Penalty: 5931.264648
	Iteration 126Q: 3 clusters Score -2.022165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 152320 members 
Entering Unmasked Estep 
Score: -20221636.000000 Penalty: 5931.264648
	Iteration 127Q: 3 clusters Score -2.022164e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 152353 members 
Entering Unmasked Estep 
Score: -20221628.000000 Penalty: 5931.264648
	Iteration 128Q: 3 clusters Score -2.022163e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 152377 members 
Entering Unmasked Estep 
Score: -20221658.000000 Penalty: 5931.264648
	Iteration 129Q: 3 clusters Score -2.022166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 152401 members 
Entering Unmasked Estep 
Score: -20221662.000000 Penalty: 5931.264648
	Iteration 130Q: 3 clusters Score -2.022166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 152416 members 
Entering Unmasked Estep 
Score: -20221648.000000 Penalty: 5931.264648
	Iteration 131Q: 3 clusters Score -2.022165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 152426 members 
Entering Unmasked Estep 
Score: -20221664.000000 Penalty: 5931.264648
	Iteration 132Q: 3 clusters Score -2.022166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 152435 members 
Entering Unmasked Estep 
Score: -20221670.000000 Penalty: 5931.264648
	Iteration 133Q: 3 clusters Score -2.022167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 152445 members 
Entering Unmasked Estep 
Score: -20221676.000000 Penalty: 5931.264648
	Iteration 134Q: 3 clusters Score -2.022168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 152449 members 
Entering Unmasked Estep 
Score: -20221674.000000 Penalty: 5931.264648
	Iteration 135Q: 3 clusters Score -2.022167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 152453 members 
Entering Unmasked Estep 
Score: -20221660.000000 Penalty: 5931.264648
	Iteration 136Q: 3 clusters Score -2.022166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 152466 members 
Entering Unmasked Estep 
Score: -20221690.000000 Penalty: 5931.264648
	Iteration 137Q: 3 clusters Score -2.022169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 152473 members 
Entering Unmasked Estep 
Score: -20221686.000000 Penalty: 5931.264648
	Iteration 138Q: 3 clusters Score -2.022169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 152482 members 
Entering Unmasked Estep 
Score: -20221676.000000 Penalty: 5931.264648
	Iteration 139Q: 3 clusters Score -2.022168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 152486 members 
Entering Unmasked Estep 
Score: -20221672.000000 Penalty: 5931.264648
	Iteration 140F: 3 clusters Score -2.022167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 152490 members 
Entering Unmasked Estep 
Score: -20221662.000000 Penalty: 5931.264648
	Iteration 141Q: 3 clusters Score -2.022166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 152496 members 
Entering Unmasked Estep 
Score: -20221662.000000 Penalty: 5931.264648
	Iteration 142Q: 3 clusters Score -2.022166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 152508 members 
Entering Unmasked Estep 
Score: -20221654.000000 Penalty: 5931.264648
	Iteration 143Q: 3 clusters Score -2.022165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 152511 members 
Entering Unmasked Estep 
Score: -20221648.000000 Penalty: 5931.264648
	Iteration 144Q: 3 clusters Score -2.022165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 152522 members 
Entering Unmasked Estep 
Score: -20221640.000000 Penalty: 5931.264648
	Iteration 145Q: 3 clusters Score -2.022164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 152538 members 
Entering Unmasked Estep 
Score: -20221676.000000 Penalty: 5931.264648
	Iteration 146Q: 3 clusters Score -2.022168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 152549 members 
Entering Unmasked Estep 
Score: -20221670.000000 Penalty: 5931.264648
	Iteration 147Q: 3 clusters Score -2.022167e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 152562 members 
Entering Unmasked Estep 
Score: -20221660.000000 Penalty: 5931.264648
	Iteration 148Q: 3 clusters Score -2.022166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 152566 members 
Entering Unmasked Estep 
Score: -20221654.000000 Penalty: 5931.264648
	Iteration 149Q: 3 clusters Score -2.022165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 152576 members 
Entering Unmasked Estep 
Score: -20221646.000000 Penalty: 5931.264648
	Iteration 150Q: 3 clusters Score -2.022165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 152584 members 
Entering Unmasked Estep 
Score: -20221652.000000 Penalty: 5931.264648
	Iteration 151Q: 3 clusters Score -2.022165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 152591 members 
Entering Unmasked Estep 
Score: -20221646.000000 Penalty: 5931.264648
	Iteration 152Q: 3 clusters Score -2.022165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 152594 members 
Entering Unmasked Estep 
Score: -20221656.000000 Penalty: 5931.264648
	Iteration 153Q: 3 clusters Score -2.022166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 152596 members 
Entering Unmasked Estep 
Score: -20221652.000000 Penalty: 5931.264648
	Iteration 154Q: 3 clusters Score -2.022165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 152597 members 
Entering Unmasked Estep 
Score: -20221650.000000 Penalty: 5931.264648
	Iteration 155Q: 3 clusters Score -2.022165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 152597 members 
Entering Unmasked Estep 
Score: -20221650.000000 Penalty: 5931.264648
	Iteration 156F: 3 clusters Score -2.022165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Entering Unmasked Estep 
Score: -987771.750000 Penalty: 2234.251953
	Iteration 0F: 2 clusters Score -987771.8 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 4066 members 
Entering Unmasked Estep 
Score: -981267.875000 Penalty: 4468.503906
	Iteration 0F: 3 clusters Score -981267.9 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -983094.625000 Penalty: 4468.503906
	Iteration 1F: 3 clusters Score -983094.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -983373.187500 Penalty: 4468.503906
	Iteration 2F: 3 clusters Score -983373.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -983568.250000 Penalty: 4468.503906
	Iteration 3F: 3 clusters Score -983568.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -983719.562500 Penalty: 4468.503906
	Iteration 4Q: 3 clusters Score -983719.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -983845.250000 Penalty: 4468.503906
	Iteration 5Q: 3 clusters Score -983845.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -983953.625000 Penalty: 4468.503906
	Iteration 6Q: 3 clusters Score -983953.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -984039.187500 Penalty: 4468.503906
	Iteration 7Q: 3 clusters Score -984039.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -984103.062500 Penalty: 4468.503906
	Iteration 8Q: 3 clusters Score -984103.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -984152.312500 Penalty: 4468.503906
	Iteration 9Q: 3 clusters Score -984152.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -984201.812500 Penalty: 4468.503906
	Iteration 10Q: 3 clusters Score -984201.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -984255.437500 Penalty: 4468.503906
	Iteration 11Q: 3 clusters Score -984255.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -984304.187500 Penalty: 4468.503906
	Iteration 12Q: 3 clusters Score -984304.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -984346.312500 Penalty: 4468.503906
	Iteration 13Q: 3 clusters Score -984346.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -984391.312500 Penalty: 4468.503906
	Iteration 14Q: 3 clusters Score -984391.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -984426.500000 Penalty: 4468.503906
	Iteration 15Q: 3 clusters Score -984426.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -984459.187500 Penalty: 4468.503906
	Iteration 16Q: 3 clusters Score -984459.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -984491.500000 Penalty: 4468.503906
	Iteration 17Q: 3 clusters Score -984491.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -984529.375000 Penalty: 4468.503906
	Iteration 18Q: 3 clusters Score -984529.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -984573.250000 Penalty: 4468.503906
	Iteration 19Q: 3 clusters Score -984573.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -984628.875000 Penalty: 4468.503906
	Iteration 20F: 3 clusters Score -984628.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -984705.250000 Penalty: 4468.503906
	Iteration 21Q: 3 clusters Score -984705.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -984792.062500 Penalty: 4468.503906
	Iteration 22Q: 3 clusters Score -984792.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -984865.062500 Penalty: 4468.503906
	Iteration 23Q: 3 clusters Score -984865.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -984970.187500 Penalty: 4468.503906
	Iteration 24Q: 3 clusters Score -984970.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -985081.937500 Penalty: 4468.503906
	Iteration 25Q: 3 clusters Score -985081.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -985197.750000 Penalty: 4468.503906
	Iteration 26Q: 3 clusters Score -985197.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -985311.562500 Penalty: 4468.503906
	Iteration 27Q: 3 clusters Score -985311.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -985399.437500 Penalty: 4468.503906
	Iteration 28Q: 3 clusters Score -985399.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -985478.375000 Penalty: 4468.503906
	Iteration 29Q: 3 clusters Score -985478.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -985548.437500 Penalty: 4468.503906
	Iteration 30Q: 3 clusters Score -985548.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -985596.000000 Penalty: 4468.503906
	Iteration 31Q: 3 clusters Score -985596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -985641.375000 Penalty: 4468.503906
	Iteration 32Q: 3 clusters Score -985641.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -985682.875000 Penalty: 4468.503906
	Iteration 33Q: 3 clusters Score -985682.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -985711.687500 Penalty: 4468.503906
	Iteration 34Q: 3 clusters Score -985711.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -985729.937500 Penalty: 4468.503906
	Iteration 35Q: 3 clusters Score -985729.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -985745.625000 Penalty: 4468.503906
	Iteration 36Q: 3 clusters Score -985745.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -985753.687500 Penalty: 4468.503906
	Iteration 37Q: 3 clusters Score -985753.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -985766.187500 Penalty: 4468.503906
	Iteration 38Q: 3 clusters Score -985766.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -985774.687500 Penalty: 4468.503906
	Iteration 39Q: 3 clusters Score -985774.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -985787.187500 Penalty: 4468.503906
	Iteration 40F: 3 clusters Score -985787.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -985795.625000 Penalty: 4468.503906
	Iteration 41Q: 3 clusters Score -985795.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -985806.187500 Penalty: 4468.503906
	Iteration 42Q: 3 clusters Score -985806.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -985822.187500 Penalty: 4468.503906
	Iteration 43Q: 3 clusters Score -985822.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -985834.312500 Penalty: 4468.503906
	Iteration 44Q: 3 clusters Score -985834.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -985846.187500 Penalty: 4468.503906
	Iteration 45Q: 3 clusters Score -985846.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -985851.312500 Penalty: 4468.503906
	Iteration 46Q: 3 clusters Score -985851.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -985858.500000 Penalty: 4468.503906
	Iteration 47Q: 3 clusters Score -985858.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -985862.562500 Penalty: 4468.503906
	Iteration 48Q: 3 clusters Score -985862.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -985865.500000 Penalty: 4468.503906
	Iteration 49Q: 3 clusters Score -985865.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -985874.375000 Penalty: 4468.503906
	Iteration 50Q: 3 clusters Score -985874.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -985885.375000 Penalty: 4468.503906
	Iteration 51Q: 3 clusters Score -985885.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -985893.062500 Penalty: 4468.503906
	Iteration 52Q: 3 clusters Score -985893.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -985904.000000 Penalty: 4468.503906
	Iteration 53Q: 3 clusters Score -985904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -985913.000000 Penalty: 4468.503906
	Iteration 54Q: 3 clusters Score -985913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -985924.250000 Penalty: 4468.503906
	Iteration 55Q: 3 clusters Score -985924.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -985935.937500 Penalty: 4468.503906
	Iteration 56Q: 3 clusters Score -985935.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -985948.000000 Penalty: 4468.503906
	Iteration 57Q: 3 clusters Score -985948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -985952.375000 Penalty: 4468.503906
	Iteration 58Q: 3 clusters Score -985952.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -985957.312500 Penalty: 4468.503906
	Iteration 59Q: 3 clusters Score -985957.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -985964.375000 Penalty: 4468.503906
	Iteration 60F: 3 clusters Score -985964.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -985973.187500 Penalty: 4468.503906
	Iteration 61Q: 3 clusters Score -985973.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -985980.062500 Penalty: 4468.503906
	Iteration 62Q: 3 clusters Score -985980.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -985988.000000 Penalty: 4468.503906
	Iteration 63Q: 3 clusters Score -985988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -985998.562500 Penalty: 4468.503906
	Iteration 64Q: 3 clusters Score -985998.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -986004.875000 Penalty: 4468.503906
	Iteration 65Q: 3 clusters Score -986004.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -986014.375000 Penalty: 4468.503906
	Iteration 66Q: 3 clusters Score -986014.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -986018.375000 Penalty: 4468.503906
	Iteration 67Q: 3 clusters Score -986018.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -986025.875000 Penalty: 4468.503906
	Iteration 68Q: 3 clusters Score -986025.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -986031.750000 Penalty: 4468.503906
	Iteration 69Q: 3 clusters Score -986031.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -986043.625000 Penalty: 4468.503906
	Iteration 70Q: 3 clusters Score -986043.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -986047.687500 Penalty: 4468.503906
	Iteration 71Q: 3 clusters Score -986047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -986053.250000 Penalty: 4468.503906
	Iteration 72Q: 3 clusters Score -986053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -986055.937500 Penalty: 4468.503906
	Iteration 73Q: 3 clusters Score -986055.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -986058.062500 Penalty: 4468.503906
	Iteration 74Q: 3 clusters Score -986058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -986058.500000 Penalty: 4468.503906
	Iteration 75Q: 3 clusters Score -986058.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -986059.937500 Penalty: 4468.503906
	Iteration 76Q: 3 clusters Score -986059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -986061.625000 Penalty: 4468.503906
	Iteration 77Q: 3 clusters Score -986061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -986062.875000 Penalty: 4468.503906
	Iteration 78Q: 3 clusters Score -986062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -986062.875000 Penalty: 4468.503906
	Iteration 79Q: 3 clusters Score -986062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -986063.937500 Penalty: 4468.503906
	Iteration 80F: 3 clusters Score -986063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -986064.500000 Penalty: 4468.503906
	Iteration 81Q: 3 clusters Score -986064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -986068.625000 Penalty: 4468.503906
	Iteration 82Q: 3 clusters Score -986068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -986066.750000 Penalty: 4468.503906
	Iteration 83Q: 3 clusters Score -986066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -986068.437500 Penalty: 4468.503906
	Iteration 84Q: 3 clusters Score -986068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -986068.500000 Penalty: 4468.503906
	Iteration 85Q: 3 clusters Score -986068.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -986068.500000 Penalty: 4468.503906
	Iteration 86F: 3 clusters Score -986068.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Entering Unmasked Estep 
Score: -1611910.375000 Penalty: 2359.562012
	Iteration 0F: 2 clusters Score -1611910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1602042.250000 Penalty: 4719.124023
	Iteration 0F: 3 clusters Score -1602042 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1605339.625000 Penalty: 4719.124023
	Iteration 1F: 3 clusters Score -1605340 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1606165.000000 Penalty: 4719.124023
	Iteration 2F: 3 clusters Score -1606165 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1607046.750000 Penalty: 4719.124023
	Iteration 3F: 3 clusters Score -1607047 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1607928.000000 Penalty: 4719.124023
	Iteration 4F: 3 clusters Score -1607928 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1608717.625000 Penalty: 4719.124023
	Iteration 5F: 3 clusters Score -1608718 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1609480.250000 Penalty: 4719.124023
	Iteration 6F: 3 clusters Score -1609480 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1610095.000000 Penalty: 4719.124023
	Iteration 7F: 3 clusters Score -1610095 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1610460.500000 Penalty: 4719.124023
	Iteration 8Q: 3 clusters Score -1610460 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1610677.250000 Penalty: 4719.124023
	Iteration 9Q: 3 clusters Score -1610677 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1610813.625000 Penalty: 4719.124023
	Iteration 10Q: 3 clusters Score -1610814 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1610896.500000 Penalty: 4719.124023
	Iteration 11Q: 3 clusters Score -1610896 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1610954.625000 Penalty: 4719.124023
	Iteration 12Q: 3 clusters Score -1610955 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1610997.625000 Penalty: 4719.124023
	Iteration 13Q: 3 clusters Score -1610998 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1611025.625000 Penalty: 4719.124023
	Iteration 14Q: 3 clusters Score -1611026 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1611060.250000 Penalty: 4719.124023
	Iteration 15Q: 3 clusters Score -1611060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1611076.500000 Penalty: 4719.124023
	Iteration 16Q: 3 clusters Score -1611076 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1611104.750000 Penalty: 4719.124023
	Iteration 17Q: 3 clusters Score -1611105 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1611127.625000 Penalty: 4719.124023
	Iteration 18Q: 3 clusters Score -1611128 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1611152.125000 Penalty: 4719.124023
	Iteration 19Q: 3 clusters Score -1611152 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1611193.250000 Penalty: 4719.124023
	Iteration 20F: 3 clusters Score -1611193 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1611238.000000 Penalty: 4719.124023
	Iteration 21Q: 3 clusters Score -1611238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1611292.625000 Penalty: 4719.124023
	Iteration 22Q: 3 clusters Score -1611293 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1611375.625000 Penalty: 4719.124023
	Iteration 23Q: 3 clusters Score -1611376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1611483.375000 Penalty: 4719.124023
	Iteration 24Q: 3 clusters Score -1611483 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1611584.625000 Penalty: 4719.124023
	Iteration 25Q: 3 clusters Score -1611585 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1611655.625000 Penalty: 4719.124023
	Iteration 26Q: 3 clusters Score -1611656 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1611700.375000 Penalty: 4719.124023
	Iteration 27Q: 3 clusters Score -1611700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1611719.625000 Penalty: 4719.124023
	Iteration 28Q: 3 clusters Score -1611720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1611733.000000 Penalty: 4719.124023
	Iteration 29Q: 3 clusters Score -1611733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1611744.000000 Penalty: 4719.124023
	Iteration 30Q: 3 clusters Score -1611744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1611760.125000 Penalty: 4719.124023
	Iteration 31Q: 3 clusters Score -1611760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1611756.875000 Penalty: 4719.124023
	Iteration 32Q: 3 clusters Score -1611757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1611760.125000 Penalty: 4719.124023
	Iteration 33Q: 3 clusters Score -1611760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1611766.000000 Penalty: 4719.124023
	Iteration 34Q: 3 clusters Score -1611766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1611770.875000 Penalty: 4719.124023
	Iteration 35Q: 3 clusters Score -1611771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1611778.625000 Penalty: 4719.124023
	Iteration 36Q: 3 clusters Score -1611779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1611780.750000 Penalty: 4719.124023
	Iteration 37Q: 3 clusters Score -1611781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1611779.625000 Penalty: 4719.124023
	Iteration 38Q: 3 clusters Score -1611780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1611785.125000 Penalty: 4719.124023
	Iteration 39Q: 3 clusters Score -1611785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1611786.500000 Penalty: 4719.124023
	Iteration 40F: 3 clusters Score -1611786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1611790.875000 Penalty: 4719.124023
	Iteration 41Q: 3 clusters Score -1611791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1611791.375000 Penalty: 4719.124023
	Iteration 42Q: 3 clusters Score -1611791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1611794.500000 Penalty: 4719.124023
	Iteration 43Q: 3 clusters Score -1611794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1611797.250000 Penalty: 4719.124023
	Iteration 44Q: 3 clusters Score -1611797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1611799.125000 Penalty: 4719.124023
	Iteration 45Q: 3 clusters Score -1611799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1611804.875000 Penalty: 4719.124023
	Iteration 46Q: 3 clusters Score -1611805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1611805.750000 Penalty: 4719.124023
	Iteration 47Q: 3 clusters Score -1611806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1611809.375000 Penalty: 4719.124023
	Iteration 48Q: 3 clusters Score -1611809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1611815.125000 Penalty: 4719.124023
	Iteration 49Q: 3 clusters Score -1611815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1611820.875000 Penalty: 4719.124023
	Iteration 50Q: 3 clusters Score -1611821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1611821.000000 Penalty: 4719.124023
	Iteration 51Q: 3 clusters Score -1611821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1611822.625000 Penalty: 4719.124023
	Iteration 52Q: 3 clusters Score -1611823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1611830.125000 Penalty: 4719.124023
	Iteration 53Q: 3 clusters Score -1611830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1611837.625000 Penalty: 4719.124023
	Iteration 54Q: 3 clusters Score -1611838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1611850.250000 Penalty: 4719.124023
	Iteration 55Q: 3 clusters Score -1611850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1611864.625000 Penalty: 4719.124023
	Iteration 56Q: 3 clusters Score -1611865 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1611881.250000 Penalty: 4719.124023
	Iteration 57Q: 3 clusters Score -1611881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1611905.875000 Penalty: 4719.124023
	Iteration 58Q: 3 clusters Score -1611906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1611936.625000 Penalty: 4719.124023
	Iteration 59Q: 3 clusters Score -1611937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1611953.500000 Penalty: 4719.124023
	Iteration 60F: 3 clusters Score -1611954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1611962.125000 Penalty: 4719.124023
	Iteration 61Q: 3 clusters Score -1611962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1611969.750000 Penalty: 4719.124023
	Iteration 62Q: 3 clusters Score -1611970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1611975.375000 Penalty: 4719.124023
	Iteration 63Q: 3 clusters Score -1611975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1611980.250000 Penalty: 4719.124023
	Iteration 64Q: 3 clusters Score -1611980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1611987.625000 Penalty: 4719.124023
	Iteration 65Q: 3 clusters Score -1611988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1611986.500000 Penalty: 4719.124023
	Iteration 66Q: 3 clusters Score -1611986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1611989.000000 Penalty: 4719.124023
	Iteration 67Q: 3 clusters Score -1611989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1611993.125000 Penalty: 4719.124023
	Iteration 68Q: 3 clusters Score -1611993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1611993.000000 Penalty: 4719.124023
	Iteration 69Q: 3 clusters Score -1611993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1611992.625000 Penalty: 4719.124023
	Iteration 70Q: 3 clusters Score -1611993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1611992.875000 Penalty: 4719.124023
	Iteration 71Q: 3 clusters Score -1611993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1611992.375000 Penalty: 4719.124023
	Iteration 72Q: 3 clusters Score -1611992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1611995.750000 Penalty: 4719.124023
	Iteration 73Q: 3 clusters Score -1611996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1611994.750000 Penalty: 4719.124023
	Iteration 74Q: 3 clusters Score -1611995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1611994.375000 Penalty: 4719.124023
	Iteration 75Q: 3 clusters Score -1611994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1611994.375000 Penalty: 4719.124023
	Iteration 76F: 3 clusters Score -1611994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 14362 members 
Mstep: Class 3 contains 8954 members 
Mstep: Class 4 contains 15470 members 
Mstep: Class 5 contains 107357 members 
Mstep: Class 6 contains 101256 members 
Mstep: Class 7 contains 31422 members 
Mstep: Class 8 contains 156091 members 
Mstep: Class 9 contains 8177 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 43810 members 
Mstep: Class 12 contains 104952 members 
Mstep: Class 13 contains 45787 members 
Mstep: Class 14 contains 254281 members 
Mstep: Class 15 contains 73215 members 
Mstep: Class 16 contains 31964 members 
Mstep: Class 17 contains 49575 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6849 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 9903 members 
Mstep: Class 23 contains 5188 members 
Mstep: Class 24 contains 11550 members 
Mstep: Class 25 contains 7581 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 8502 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 72049 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12489 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 11033 members 
Entering Unmasked Estep 
Score: -157724192.000000 Penalty: 118478.460938
Splitting cluster 10 changes total score from -157724384.000000 to -157724192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (43810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Entering Unmasked Estep 
Score: -5557746.500000 Penalty: 2650.529053
	Iteration 0F: 2 clusters Score -5557746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -5528235.000000 Penalty: 5301.058105
	Iteration 0F: 3 clusters Score -5528235 nChanged 19970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -5539174.000000 Penalty: 5301.058105
	Iteration 1F: 3 clusters Score -5539174 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -5539820.000000 Penalty: 5301.058105
	Iteration 2Q: 3 clusters Score -5539820 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -5540627.000000 Penalty: 5301.058105
	Iteration 3Q: 3 clusters Score -5540627 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -5541708.500000 Penalty: 5301.058105
	Iteration 4F: 3 clusters Score -5541708 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -5543390.000000 Penalty: 5301.058105
	Iteration 5F: 3 clusters Score -5543390 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -5545791.500000 Penalty: 5301.058105
	Iteration 6F: 3 clusters Score -5545792 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -5548744.500000 Penalty: 5301.058105
	Iteration 7F: 3 clusters Score -5548744 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -5551537.000000 Penalty: 5301.058105
	Iteration 8F: 3 clusters Score -5551537 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5553545.500000 Penalty: 5301.058105
	Iteration 9Q: 3 clusters Score -5553546 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5554565.500000 Penalty: 5301.058105
	Iteration 10Q: 3 clusters Score -5554566 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5555016.000000 Penalty: 5301.058105
	Iteration 11Q: 3 clusters Score -5555016 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5555217.500000 Penalty: 5301.058105
	Iteration 12Q: 3 clusters Score -5555218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5555321.000000 Penalty: 5301.058105
	Iteration 13Q: 3 clusters Score -5555321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5555369.000000 Penalty: 5301.058105
	Iteration 14Q: 3 clusters Score -5555369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5555405.500000 Penalty: 5301.058105
	Iteration 15Q: 3 clusters Score -5555406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5555420.500000 Penalty: 5301.058105
	Iteration 16Q: 3 clusters Score -5555420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5555420.000000 Penalty: 5301.058105
	Iteration 17Q: 3 clusters Score -5555420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5555420.000000 Penalty: 5301.058105
	Iteration 18Q: 3 clusters Score -5555420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5555420.000000 Penalty: 5301.058105
	Iteration 19F: 3 clusters Score -5555420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (104952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104952 members 
Entering Unmasked Estep 
Score: -13361224.000000 Penalty: 2867.192139
	Iteration 0F: 2 clusters Score -1.336122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -13290866.000000 Penalty: 5734.384277
	Iteration 0F: 3 clusters Score -1.329087e+07 nChanged 49707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -13319493.000000 Penalty: 5734.384277
	Iteration 1F: 3 clusters Score -1.331949e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -13320523.000000 Penalty: 5734.384277
	Iteration 2Q: 3 clusters Score -1.332052e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -13322002.000000 Penalty: 5734.384277
	Iteration 3Q: 3 clusters Score -1.3322e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -13323835.000000 Penalty: 5734.384277
	Iteration 4Q: 3 clusters Score -1.332384e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -13326833.000000 Penalty: 5734.384277
	Iteration 5F: 3 clusters Score -1.332683e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 67254 members 
Entering Unmasked Estep 
Score: -13331067.000000 Penalty: 5734.384277
	Iteration 6F: 3 clusters Score -1.333107e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
Score: -13335994.000000 Penalty: 5734.384277
	Iteration 7F: 3 clusters Score -1.333599e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -13341124.000000 Penalty: 5734.384277
	Iteration 8F: 3 clusters Score -1.334112e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -13345600.000000 Penalty: 5734.384277
	Iteration 9F: 3 clusters Score -1.33456e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
Score: -13349264.000000 Penalty: 5734.384277
	Iteration 10F: 3 clusters Score -1.334926e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 95256 members 
Entering Unmasked Estep 
Score: -13352574.000000 Penalty: 5734.384277
	Iteration 11Q: 3 clusters Score -1.335257e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -13355102.000000 Penalty: 5734.384277
	Iteration 12Q: 3 clusters Score -1.33551e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -13356851.000000 Penalty: 5734.384277
	Iteration 13Q: 3 clusters Score -1.335685e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -13357864.000000 Penalty: 5734.384277
	Iteration 14Q: 3 clusters Score -1.335786e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 102665 members 
Entering Unmasked Estep 
Score: -13358486.000000 Penalty: 5734.384277
	Iteration 15Q: 3 clusters Score -1.335849e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 103048 members 
Entering Unmasked Estep 
Score: -13358814.000000 Penalty: 5734.384277
	Iteration 16Q: 3 clusters Score -1.335881e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 103274 members 
Entering Unmasked Estep 
Score: -13359059.000000 Penalty: 5734.384277
	Iteration 17Q: 3 clusters Score -1.335906e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 103421 members 
Entering Unmasked Estep 
Score: -13359168.000000 Penalty: 5734.384277
	Iteration 18Q: 3 clusters Score -1.335917e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -13359301.000000 Penalty: 5734.384277
	Iteration 19Q: 3 clusters Score -1.33593e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -13359382.000000 Penalty: 5734.384277
	Iteration 20F: 3 clusters Score -1.335938e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
Score: -13359476.000000 Penalty: 5734.384277
	Iteration 21Q: 3 clusters Score -1.335948e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 103657 members 
Entering Unmasked Estep 
Score: -13359537.000000 Penalty: 5734.384277
	Iteration 22Q: 3 clusters Score -1.335954e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 103699 members 
Entering Unmasked Estep 
Score: -13359633.000000 Penalty: 5734.384277
	Iteration 23Q: 3 clusters Score -1.335963e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 103744 members 
Entering Unmasked Estep 
Score: -13359731.000000 Penalty: 5734.384277
	Iteration 24Q: 3 clusters Score -1.335973e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 103765 members 
Entering Unmasked Estep 
Score: -13359804.000000 Penalty: 5734.384277
	Iteration 25Q: 3 clusters Score -1.33598e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 103773 members 
Entering Unmasked Estep 
Score: -13359907.000000 Penalty: 5734.384277
	Iteration 26Q: 3 clusters Score -1.335991e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 103768 members 
Entering Unmasked Estep 
Score: -13359968.000000 Penalty: 5734.384277
	Iteration 27Q: 3 clusters Score -1.335997e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -13359994.000000 Penalty: 5734.384277
	Iteration 28Q: 3 clusters Score -1.335999e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -13360018.000000 Penalty: 5734.384277
	Iteration 29Q: 3 clusters Score -1.336002e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 103727 members 
Entering Unmasked Estep 
Score: -13360031.000000 Penalty: 5734.384277
	Iteration 30Q: 3 clusters Score -1.336003e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 103710 members 
Entering Unmasked Estep 
Score: -13360029.000000 Penalty: 5734.384277
	Iteration 31Q: 3 clusters Score -1.336003e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 103695 members 
Entering Unmasked Estep 
Score: -13360033.000000 Penalty: 5734.384277
	Iteration 32Q: 3 clusters Score -1.336003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 103688 members 
Entering Unmasked Estep 
Score: -13360031.000000 Penalty: 5734.384277
	Iteration 33Q: 3 clusters Score -1.336003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 103685 members 
Entering Unmasked Estep 
Score: -13360053.000000 Penalty: 5734.384277
	Iteration 34Q: 3 clusters Score -1.336005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -13360059.000000 Penalty: 5734.384277
	Iteration 35Q: 3 clusters Score -1.336006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 103691 members 
Entering Unmasked Estep 
Score: -13360060.000000 Penalty: 5734.384277
	Iteration 36Q: 3 clusters Score -1.336006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 103689 members 
Entering Unmasked Estep 
Score: -13360050.000000 Penalty: 5734.384277
	Iteration 37Q: 3 clusters Score -1.336005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 103685 members 
Entering Unmasked Estep 
Score: -13360053.000000 Penalty: 5734.384277
	Iteration 38Q: 3 clusters Score -1.336005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -13360059.000000 Penalty: 5734.384277
	Iteration 39Q: 3 clusters Score -1.336006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -13360055.000000 Penalty: 5734.384277
	Iteration 40F: 3 clusters Score -1.336006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 103680 members 
Entering Unmasked Estep 
Score: -13360063.000000 Penalty: 5734.384277
	Iteration 41Q: 3 clusters Score -1.336006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -13360068.000000 Penalty: 5734.384277
	Iteration 42Q: 3 clusters Score -1.336007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -13360066.000000 Penalty: 5734.384277
	Iteration 43Q: 3 clusters Score -1.336007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 103671 members 
Entering Unmasked Estep 
Score: -13360068.000000 Penalty: 5734.384277
	Iteration 44Q: 3 clusters Score -1.336007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -13360063.000000 Penalty: 5734.384277
	Iteration 45Q: 3 clusters Score -1.336006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 103668 members 
Entering Unmasked Estep 
Score: -13360068.000000 Penalty: 5734.384277
	Iteration 46Q: 3 clusters Score -1.336007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -13360062.000000 Penalty: 5734.384277
	Iteration 47Q: 3 clusters Score -1.336006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 103668 members 
Entering Unmasked Estep 
Score: -13360070.000000 Penalty: 5734.384277
	Iteration 48Q: 3 clusters Score -1.336007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 103668 members 
Entering Unmasked Estep 
Score: -13360070.000000 Penalty: 5734.384277
	Iteration 49F: 3 clusters Score -1.336007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Entering Unmasked Estep 
Score: -5539509.500000 Penalty: 2661.475342
	Iteration 0F: 2 clusters Score -5539510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5508599.000000 Penalty: 5322.950684
	Iteration 0F: 3 clusters Score -5508599 nChanged 21059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -5520309.500000 Penalty: 5322.950684
	Iteration 1F: 3 clusters Score -5520310 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -5521023.500000 Penalty: 5322.950684
	Iteration 2Q: 3 clusters Score -5521024 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -5521872.500000 Penalty: 5322.950684
	Iteration 3Q: 3 clusters Score -5521872 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -5522898.500000 Penalty: 5322.950684
	Iteration 4Q: 3 clusters Score -5522898 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -5524095.500000 Penalty: 5322.950684
	Iteration 5F: 3 clusters Score -5524096 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -5525493.500000 Penalty: 5322.950684
	Iteration 6F: 3 clusters Score -5525494 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -5526903.500000 Penalty: 5322.950684
	Iteration 7F: 3 clusters Score -5526904 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -5528364.000000 Penalty: 5322.950684
	Iteration 8F: 3 clusters Score -5528364 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -5529777.000000 Penalty: 5322.950684
	Iteration 9F: 3 clusters Score -5529777 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -5531120.500000 Penalty: 5322.950684
	Iteration 10Q: 3 clusters Score -5531120 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -5532480.500000 Penalty: 5322.950684
	Iteration 11Q: 3 clusters Score -5532480 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -5533707.000000 Penalty: 5322.950684
	Iteration 12Q: 3 clusters Score -5533707 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -5534736.500000 Penalty: 5322.950684
	Iteration 13Q: 3 clusters Score -5534736 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -5535660.000000 Penalty: 5322.950684
	Iteration 14Q: 3 clusters Score -5535660 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -5536285.000000 Penalty: 5322.950684
	Iteration 15Q: 3 clusters Score -5536285 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -5536746.500000 Penalty: 5322.950684
	Iteration 16Q: 3 clusters Score -5536746 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5537064.000000 Penalty: 5322.950684
	Iteration 17Q: 3 clusters Score -5537064 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5537316.000000 Penalty: 5322.950684
	Iteration 18Q: 3 clusters Score -5537316 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5537501.000000 Penalty: 5322.950684
	Iteration 19Q: 3 clusters Score -5537501 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5537610.000000 Penalty: 5322.950684
	Iteration 20F: 3 clusters Score -5537610 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5537791.000000 Penalty: 5322.950684
	Iteration 21Q: 3 clusters Score -5537791 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5537983.500000 Penalty: 5322.950684
	Iteration 22Q: 3 clusters Score -5537984 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5538115.000000 Penalty: 5322.950684
	Iteration 23Q: 3 clusters Score -5538115 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5538213.500000 Penalty: 5322.950684
	Iteration 24Q: 3 clusters Score -5538214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5538271.500000 Penalty: 5322.950684
	Iteration 25Q: 3 clusters Score -5538272 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5538314.500000 Penalty: 5322.950684
	Iteration 26Q: 3 clusters Score -5538314 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5538340.500000 Penalty: 5322.950684
	Iteration 27Q: 3 clusters Score -5538340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5538347.500000 Penalty: 5322.950684
	Iteration 28Q: 3 clusters Score -5538348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5538357.000000 Penalty: 5322.950684
	Iteration 29Q: 3 clusters Score -5538357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5538353.000000 Penalty: 5322.950684
	Iteration 30Q: 3 clusters Score -5538353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5538365.000000 Penalty: 5322.950684
	Iteration 31Q: 3 clusters Score -5538365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5538374.500000 Penalty: 5322.950684
	Iteration 32Q: 3 clusters Score -5538374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5538371.500000 Penalty: 5322.950684
	Iteration 33Q: 3 clusters Score -5538372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5538367.500000 Penalty: 5322.950684
	Iteration 34Q: 3 clusters Score -5538368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5538372.500000 Penalty: 5322.950684
	Iteration 35Q: 3 clusters Score -5538372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5538374.500000 Penalty: 5322.950684
	Iteration 36Q: 3 clusters Score -5538374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5538375.000000 Penalty: 5322.950684
	Iteration 37Q: 3 clusters Score -5538375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5538373.000000 Penalty: 5322.950684
	Iteration 38Q: 3 clusters Score -5538373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5538373.000000 Penalty: 5322.950684
	Iteration 39F: 3 clusters Score -5538373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (254281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254281 members 
Entering Unmasked Estep 
Score: -32873290.000000 Penalty: 3086.656494
	Iteration 0F: 2 clusters Score -3.287329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127428 members 
Mstep: Class 2 contains 126853 members 
Entering Unmasked Estep 
Score: -32716344.000000 Penalty: 6173.312988
	Iteration 0F: 3 clusters Score -3.271634e+07 nChanged 123108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131464 members 
Mstep: Class 2 contains 122817 members 
Entering Unmasked Estep 
Score: -32789188.000000 Penalty: 6173.312988
	Iteration 1F: 3 clusters Score -3.278919e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134371 members 
Mstep: Class 2 contains 119910 members 
Entering Unmasked Estep 
Score: -32791280.000000 Penalty: 6173.312988
	Iteration 2Q: 3 clusters Score -3.279128e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139107 members 
Mstep: Class 2 contains 115174 members 
Entering Unmasked Estep 
Score: -32794150.000000 Penalty: 6173.312988
	Iteration 3Q: 3 clusters Score -3.279415e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146482 members 
Mstep: Class 2 contains 107799 members 
Entering Unmasked Estep 
Score: -32799264.000000 Penalty: 6173.312988
	Iteration 4Q: 3 clusters Score -3.279926e+07 nChanged 15883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157503 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -32807934.000000 Penalty: 6173.312988
	Iteration 5F: 3 clusters Score -3.280793e+07 nChanged 19358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172085 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -32821810.000000 Penalty: 6173.312988
	Iteration 6F: 3 clusters Score -3.282181e+07 nChanged 19756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186777 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -32839292.000000 Penalty: 6173.312988
	Iteration 7F: 3 clusters Score -3.283929e+07 nChanged 16212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196777 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -32854874.000000 Penalty: 6173.312988
	Iteration 8F: 3 clusters Score -3.285487e+07 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201112 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -32860730.000000 Penalty: 6173.312988
	Iteration 9Q: 3 clusters Score -3.286073e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203583 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -32862416.000000 Penalty: 6173.312988
	Iteration 10Q: 3 clusters Score -3.286242e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205692 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -32862808.000000 Penalty: 6173.312988
	Iteration 11Q: 3 clusters Score -3.286281e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207659 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -32863668.000000 Penalty: 6173.312988
	Iteration 12Q: 3 clusters Score -3.286367e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209751 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -32864246.000000 Penalty: 6173.312988
	Iteration 13Q: 3 clusters Score -3.286425e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211880 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -32864948.000000 Penalty: 6173.312988
	Iteration 14Q: 3 clusters Score -3.286495e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214267 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -32865902.000000 Penalty: 6173.312988
	Iteration 15Q: 3 clusters Score -3.28659e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216795 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -32866786.000000 Penalty: 6173.312988
	Iteration 16Q: 3 clusters Score -3.286679e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219456 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -32867496.000000 Penalty: 6173.312988
	Iteration 17Q: 3 clusters Score -3.28675e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222179 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -32868424.000000 Penalty: 6173.312988
	Iteration 18Q: 3 clusters Score -3.286842e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225031 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -32868890.000000 Penalty: 6173.312988
	Iteration 19Q: 3 clusters Score -3.286889e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227939 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -32869504.000000 Penalty: 6173.312988
	Iteration 20F: 3 clusters Score -3.28695e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230716 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -32869842.000000 Penalty: 6173.312988
	Iteration 21Q: 3 clusters Score -3.286984e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233374 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -32870456.000000 Penalty: 6173.312988
	Iteration 22Q: 3 clusters Score -3.287046e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235921 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -32870848.000000 Penalty: 6173.312988
	Iteration 23Q: 3 clusters Score -3.287085e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238278 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -32870956.000000 Penalty: 6173.312988
	Iteration 24Q: 3 clusters Score -3.287096e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240530 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -32871214.000000 Penalty: 6173.312988
	Iteration 25Q: 3 clusters Score -3.287121e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242513 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -32871366.000000 Penalty: 6173.312988
	Iteration 26Q: 3 clusters Score -3.287137e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244301 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -32871388.000000 Penalty: 6173.312988
	Iteration 27Q: 3 clusters Score -3.287139e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245881 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -32871372.000000 Penalty: 6173.312988
	Iteration 28Q: 3 clusters Score -3.287137e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247247 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -32871418.000000 Penalty: 6173.312988
	Iteration 29Q: 3 clusters Score -3.287142e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248406 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -32871356.000000 Penalty: 6173.312988
	Iteration 30Q: 3 clusters Score -3.287136e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249386 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -32871408.000000 Penalty: 6173.312988
	Iteration 31Q: 3 clusters Score -3.287141e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250222 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -32871308.000000 Penalty: 6173.312988
	Iteration 32Q: 3 clusters Score -3.287131e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250908 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -32871328.000000 Penalty: 6173.312988
	Iteration 33Q: 3 clusters Score -3.287133e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251483 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -32871304.000000 Penalty: 6173.312988
	Iteration 34Q: 3 clusters Score -3.28713e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251948 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -32871176.000000 Penalty: 6173.312988
	Iteration 35Q: 3 clusters Score -3.287118e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252301 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -32871126.000000 Penalty: 6173.312988
	Iteration 36Q: 3 clusters Score -3.287113e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252603 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -32871070.000000 Penalty: 6173.312988
	Iteration 37Q: 3 clusters Score -3.287107e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252833 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -32870988.000000 Penalty: 6173.312988
	Iteration 38Q: 3 clusters Score -3.287099e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253019 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -32870920.000000 Penalty: 6173.312988
	Iteration 39Q: 3 clusters Score -3.287092e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253150 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -32870906.000000 Penalty: 6173.312988
	Iteration 40F: 3 clusters Score -3.287091e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253246 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -32870928.000000 Penalty: 6173.312988
	Iteration 41Q: 3 clusters Score -3.287093e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253332 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -32870934.000000 Penalty: 6173.312988
	Iteration 42Q: 3 clusters Score -3.287093e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253398 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -32870952.000000 Penalty: 6173.312988
	Iteration 43Q: 3 clusters Score -3.287095e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253459 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -32870960.000000 Penalty: 6173.312988
	Iteration 44Q: 3 clusters Score -3.287096e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253493 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -32870948.000000 Penalty: 6173.312988
	Iteration 45Q: 3 clusters Score -3.287095e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253519 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -32870958.000000 Penalty: 6173.312988
	Iteration 46Q: 3 clusters Score -3.287096e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253542 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -32870986.000000 Penalty: 6173.312988
	Iteration 47Q: 3 clusters Score -3.287099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253560 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -32870964.000000 Penalty: 6173.312988
	Iteration 48Q: 3 clusters Score -3.287096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253572 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -32870984.000000 Penalty: 6173.312988
	Iteration 49Q: 3 clusters Score -3.287098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253581 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -32870966.000000 Penalty: 6173.312988
	Iteration 50Q: 3 clusters Score -3.287097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253587 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -32870972.000000 Penalty: 6173.312988
	Iteration 51Q: 3 clusters Score -3.287097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253591 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -32870954.000000 Penalty: 6173.312988
	Iteration 52Q: 3 clusters Score -3.287095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253594 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -32870942.000000 Penalty: 6173.312988
	Iteration 53Q: 3 clusters Score -3.287094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253596 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -32870950.000000 Penalty: 6173.312988
	Iteration 54Q: 3 clusters Score -3.287095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253599 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -32870958.000000 Penalty: 6173.312988
	Iteration 55Q: 3 clusters Score -3.287096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253601 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -32870954.000000 Penalty: 6173.312988
	Iteration 56Q: 3 clusters Score -3.287095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253606 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -32870944.000000 Penalty: 6173.312988
	Iteration 57Q: 3 clusters Score -3.287094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253606 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -32870962.000000 Penalty: 6173.312988
	Iteration 58Q: 3 clusters Score -3.287096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253607 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -32870958.000000 Penalty: 6173.312988
	Iteration 59Q: 3 clusters Score -3.287096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253609 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -32870954.000000 Penalty: 6173.312988
	Iteration 60F: 3 clusters Score -3.287095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253615 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -32870958.000000 Penalty: 6173.312988
	Iteration 61Q: 3 clusters Score -3.287096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253617 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -32870962.000000 Penalty: 6173.312988
	Iteration 62Q: 3 clusters Score -3.287096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253617 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -32870962.000000 Penalty: 6173.312988
	Iteration 63F: 3 clusters Score -3.287096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Entering Unmasked Estep 
Score: -9427247.000000 Penalty: 2777.886719
	Iteration 0F: 2 clusters Score -9427247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -9378018.000000 Penalty: 5555.773438
	Iteration 0F: 3 clusters Score -9378018 nChanged 34293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -9397702.000000 Penalty: 5555.773438
	Iteration 1F: 3 clusters Score -9397702 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -9398309.000000 Penalty: 5555.773438
	Iteration 2Q: 3 clusters Score -9398309 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -9399186.000000 Penalty: 5555.773438
	Iteration 3Q: 3 clusters Score -9399186 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -9400367.000000 Penalty: 5555.773438
	Iteration 4Q: 3 clusters Score -9400367 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -9402054.000000 Penalty: 5555.773438
	Iteration 5Q: 3 clusters Score -9402054 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -9404727.000000 Penalty: 5555.773438
	Iteration 6F: 3 clusters Score -9404727 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -9408635.000000 Penalty: 5555.773438
	Iteration 7F: 3 clusters Score -9408635 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -9413252.000000 Penalty: 5555.773438
	Iteration 8F: 3 clusters Score -9413252 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -9418190.000000 Penalty: 5555.773438
	Iteration 9F: 3 clusters Score -9418190 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -9422262.000000 Penalty: 5555.773438
	Iteration 10Q: 3 clusters Score -9422262 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -9424565.000000 Penalty: 5555.773438
	Iteration 11Q: 3 clusters Score -9424565 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -9425591.000000 Penalty: 5555.773438
	Iteration 12Q: 3 clusters Score -9425591 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -9426043.000000 Penalty: 5555.773438
	Iteration 13Q: 3 clusters Score -9426043 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -9426304.000000 Penalty: 5555.773438
	Iteration 14Q: 3 clusters Score -9426304 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -9426424.000000 Penalty: 5555.773438
	Iteration 15Q: 3 clusters Score -9426424 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -9426574.000000 Penalty: 5555.773438
	Iteration 16Q: 3 clusters Score -9426574 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -9426768.000000 Penalty: 5555.773438
	Iteration 17Q: 3 clusters Score -9426768 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -9426952.000000 Penalty: 5555.773438
	Iteration 18Q: 3 clusters Score -9426952 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -9427152.000000 Penalty: 5555.773438
	Iteration 19Q: 3 clusters Score -9427152 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -9427411.000000 Penalty: 5555.773438
	Iteration 20F: 3 clusters Score -9427411 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -9427604.000000 Penalty: 5555.773438
	Iteration 21Q: 3 clusters Score -9427604 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -9427775.000000 Penalty: 5555.773438
	Iteration 22Q: 3 clusters Score -9427775 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -9428057.000000 Penalty: 5555.773438
	Iteration 23Q: 3 clusters Score -9428057 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -9428311.000000 Penalty: 5555.773438
	Iteration 24Q: 3 clusters Score -9428311 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -9428524.000000 Penalty: 5555.773438
	Iteration 25Q: 3 clusters Score -9428524 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -9428713.000000 Penalty: 5555.773438
	Iteration 26Q: 3 clusters Score -9428713 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -9428878.000000 Penalty: 5555.773438
	Iteration 27Q: 3 clusters Score -9428878 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -9429001.000000 Penalty: 5555.773438
	Iteration 28Q: 3 clusters Score -9429001 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -9429101.000000 Penalty: 5555.773438
	Iteration 29Q: 3 clusters Score -9429101 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -9429204.000000 Penalty: 5555.773438
	Iteration 30Q: 3 clusters Score -9429204 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -9429264.000000 Penalty: 5555.773438
	Iteration 31Q: 3 clusters Score -9429264 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -9429293.000000 Penalty: 5555.773438
	Iteration 32Q: 3 clusters Score -9429293 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -9429342.000000 Penalty: 5555.773438
	Iteration 33Q: 3 clusters Score -9429342 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -9429373.000000 Penalty: 5555.773438
	Iteration 34Q: 3 clusters Score -9429373 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -9429371.000000 Penalty: 5555.773438
	Iteration 35Q: 3 clusters Score -9429371 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -9429399.000000 Penalty: 5555.773438
	Iteration 36Q: 3 clusters Score -9429399 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -9429394.000000 Penalty: 5555.773438
	Iteration 37Q: 3 clusters Score -9429394 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -9429395.000000 Penalty: 5555.773438
	Iteration 38Q: 3 clusters Score -9429395 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -9429423.000000 Penalty: 5555.773438
	Iteration 39Q: 3 clusters Score -9429423 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -9429404.000000 Penalty: 5555.773438
	Iteration 40F: 3 clusters Score -9429404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -9429412.000000 Penalty: 5555.773438
	Iteration 41Q: 3 clusters Score -9429412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -9429427.000000 Penalty: 5555.773438
	Iteration 42Q: 3 clusters Score -9429427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -9429444.000000 Penalty: 5555.773438
	Iteration 43Q: 3 clusters Score -9429444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -9429449.000000 Penalty: 5555.773438
	Iteration 44Q: 3 clusters Score -9429449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -9429432.000000 Penalty: 5555.773438
	Iteration 45Q: 3 clusters Score -9429432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -9429448.000000 Penalty: 5555.773438
	Iteration 46Q: 3 clusters Score -9429448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -9429449.000000 Penalty: 5555.773438
	Iteration 47Q: 3 clusters Score -9429449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -9429449.000000 Penalty: 5555.773438
	Iteration 48Q: 3 clusters Score -9429449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -9429438.000000 Penalty: 5555.773438
	Iteration 49Q: 3 clusters Score -9429438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -9429436.000000 Penalty: 5555.773438
	Iteration 50Q: 3 clusters Score -9429436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -9429430.000000 Penalty: 5555.773438
	Iteration 51Q: 3 clusters Score -9429430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -9429426.000000 Penalty: 5555.773438
	Iteration 52Q: 3 clusters Score -9429426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -9429418.000000 Penalty: 5555.773438
	Iteration 53Q: 3 clusters Score -9429418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -9429420.000000 Penalty: 5555.773438
	Iteration 54Q: 3 clusters Score -9429420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -9429420.000000 Penalty: 5555.773438
	Iteration 55Q: 3 clusters Score -9429420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -9429414.000000 Penalty: 5555.773438
	Iteration 56Q: 3 clusters Score -9429414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -9429414.000000 Penalty: 5555.773438
	Iteration 57Q: 3 clusters Score -9429414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -9429414.000000 Penalty: 5555.773438
	Iteration 58Q: 3 clusters Score -9429414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -9429424.000000 Penalty: 5555.773438
	Iteration 59Q: 3 clusters Score -9429424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -9429427.000000 Penalty: 5555.773438
	Iteration 60F: 3 clusters Score -9429427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -9429429.000000 Penalty: 5555.773438
	Iteration 61Q: 3 clusters Score -9429429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -9429428.000000 Penalty: 5555.773438
	Iteration 62Q: 3 clusters Score -9429428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -9429428.000000 Penalty: 5555.773438
	Iteration 63Q: 3 clusters Score -9429428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -9429442.000000 Penalty: 5555.773438
	Iteration 64Q: 3 clusters Score -9429442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -9429437.000000 Penalty: 5555.773438
	Iteration 65Q: 3 clusters Score -9429437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -9429437.000000 Penalty: 5555.773438
	Iteration 66F: 3 clusters Score -9429437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 14362 members 
Mstep: Class 3 contains 8954 members 
Mstep: Class 4 contains 15470 members 
Mstep: Class 5 contains 107357 members 
Mstep: Class 6 contains 101256 members 
Mstep: Class 7 contains 31422 members 
Mstep: Class 8 contains 156091 members 
Mstep: Class 9 contains 8177 members 
Mstep: Class 10 contains 13553 members 
Mstep: Class 11 contains 43810 members 
Mstep: Class 12 contains 104952 members 
Mstep: Class 13 contains 45787 members 
Mstep: Class 14 contains 254281 members 
Mstep: Class 15 contains 24232 members 
Mstep: Class 16 contains 31964 members 
Mstep: Class 17 contains 49575 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6849 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 9903 members 
Mstep: Class 23 contains 5188 members 
Mstep: Class 24 contains 11550 members 
Mstep: Class 25 contains 7581 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 8502 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 72049 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12489 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 48983 members 
Entering Unmasked Estep 
Score: -157725360.000000 Penalty: 118478.460938
Splitting cluster 15 changes total score from -157724384.000000 to -157725360.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (31964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Entering Unmasked Estep 
Score: -4138222.750000 Penalty: 2572.346680
	Iteration 0F: 2 clusters Score -4138223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -4116379.250000 Penalty: 5144.693359
	Iteration 0F: 3 clusters Score -4116379 nChanged 14389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -4124121.500000 Penalty: 5144.693359
	Iteration 1F: 3 clusters Score -4124122 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -4124626.750000 Penalty: 5144.693359
	Iteration 2Q: 3 clusters Score -4124627 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -4125168.500000 Penalty: 5144.693359
	Iteration 3Q: 3 clusters Score -4125168 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4125794.250000 Penalty: 5144.693359
	Iteration 4Q: 3 clusters Score -4125794 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -4126746.250000 Penalty: 5144.693359
	Iteration 5F: 3 clusters Score -4126746 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4128140.750000 Penalty: 5144.693359
	Iteration 6F: 3 clusters Score -4128141 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -4130067.500000 Penalty: 5144.693359
	Iteration 7F: 3 clusters Score -4130068 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -4132323.000000 Penalty: 5144.693359
	Iteration 8F: 3 clusters Score -4132323 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -4134087.750000 Penalty: 5144.693359
	Iteration 9F: 3 clusters Score -4134088 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4135099.500000 Penalty: 5144.693359
	Iteration 10Q: 3 clusters Score -4135100 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4135512.000000 Penalty: 5144.693359
	Iteration 11Q: 3 clusters Score -4135512 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -4135688.500000 Penalty: 5144.693359
	Iteration 12Q: 3 clusters Score -4135688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -4135773.000000 Penalty: 5144.693359
	Iteration 13Q: 3 clusters Score -4135773 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -4135821.000000 Penalty: 5144.693359
	Iteration 14Q: 3 clusters Score -4135821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -4135862.750000 Penalty: 5144.693359
	Iteration 15Q: 3 clusters Score -4135863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4135881.250000 Penalty: 5144.693359
	Iteration 16Q: 3 clusters Score -4135881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4135908.500000 Penalty: 5144.693359
	Iteration 17Q: 3 clusters Score -4135908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -4135930.750000 Penalty: 5144.693359
	Iteration 18Q: 3 clusters Score -4135931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -4135947.000000 Penalty: 5144.693359
	Iteration 19Q: 3 clusters Score -4135947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4135959.500000 Penalty: 5144.693359
	Iteration 20F: 3 clusters Score -4135960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4135974.000000 Penalty: 5144.693359
	Iteration 21Q: 3 clusters Score -4135974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4135975.250000 Penalty: 5144.693359
	Iteration 22Q: 3 clusters Score -4135975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4135979.250000 Penalty: 5144.693359
	Iteration 23Q: 3 clusters Score -4135979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4135983.000000 Penalty: 5144.693359
	Iteration 24Q: 3 clusters Score -4135983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4135986.250000 Penalty: 5144.693359
	Iteration 25Q: 3 clusters Score -4135986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4135987.250000 Penalty: 5144.693359
	Iteration 26Q: 3 clusters Score -4135987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -4135987.000000 Penalty: 5144.693359
	Iteration 27Q: 3 clusters Score -4135987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -4135987.000000 Penalty: 5144.693359
	Iteration 28F: 3 clusters Score -4135987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Entering Unmasked Estep 
Score: -6462430.000000 Penalty: 2681.187988
	Iteration 0F: 2 clusters Score -6462430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -6429309.000000 Penalty: 5362.375977
	Iteration 0F: 3 clusters Score -6429309 nChanged 22789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -6441735.500000 Penalty: 5362.375977
	Iteration 1F: 3 clusters Score -6441736 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -6442420.500000 Penalty: 5362.375977
	Iteration 2Q: 3 clusters Score -6442420 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -6443266.500000 Penalty: 5362.375977
	Iteration 3Q: 3 clusters Score -6443266 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -6444371.000000 Penalty: 5362.375977
	Iteration 4Q: 3 clusters Score -6444371 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -6445936.500000 Penalty: 5362.375977
	Iteration 5F: 3 clusters Score -6445936 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -6447908.000000 Penalty: 5362.375977
	Iteration 6F: 3 clusters Score -6447908 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -6450243.000000 Penalty: 5362.375977
	Iteration 7F: 3 clusters Score -6450243 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -6452740.500000 Penalty: 5362.375977
	Iteration 8F: 3 clusters Score -6452740 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -6455101.500000 Penalty: 5362.375977
	Iteration 9F: 3 clusters Score -6455102 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -6456923.500000 Penalty: 5362.375977
	Iteration 10Q: 3 clusters Score -6456924 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -6458083.500000 Penalty: 5362.375977
	Iteration 11Q: 3 clusters Score -6458084 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6458784.000000 Penalty: 5362.375977
	Iteration 12Q: 3 clusters Score -6458784 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6459207.500000 Penalty: 5362.375977
	Iteration 13Q: 3 clusters Score -6459208 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6459518.000000 Penalty: 5362.375977
	Iteration 14Q: 3 clusters Score -6459518 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6459676.500000 Penalty: 5362.375977
	Iteration 15Q: 3 clusters Score -6459676 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6459780.000000 Penalty: 5362.375977
	Iteration 16Q: 3 clusters Score -6459780 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6459877.500000 Penalty: 5362.375977
	Iteration 17Q: 3 clusters Score -6459878 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6459949.500000 Penalty: 5362.375977
	Iteration 18Q: 3 clusters Score -6459950 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6459996.500000 Penalty: 5362.375977
	Iteration 19Q: 3 clusters Score -6459996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6460041.500000 Penalty: 5362.375977
	Iteration 20F: 3 clusters Score -6460042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6460077.000000 Penalty: 5362.375977
	Iteration 21Q: 3 clusters Score -6460077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6460104.000000 Penalty: 5362.375977
	Iteration 22Q: 3 clusters Score -6460104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6460127.000000 Penalty: 5362.375977
	Iteration 23Q: 3 clusters Score -6460127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6460142.500000 Penalty: 5362.375977
	Iteration 24Q: 3 clusters Score -6460142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6460153.000000 Penalty: 5362.375977
	Iteration 25Q: 3 clusters Score -6460153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6460161.000000 Penalty: 5362.375977
	Iteration 26Q: 3 clusters Score -6460161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6460173.000000 Penalty: 5362.375977
	Iteration 27Q: 3 clusters Score -6460173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6460176.000000 Penalty: 5362.375977
	Iteration 28Q: 3 clusters Score -6460176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6460185.500000 Penalty: 5362.375977
	Iteration 29Q: 3 clusters Score -6460186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6460195.000000 Penalty: 5362.375977
	Iteration 30Q: 3 clusters Score -6460195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6460209.000000 Penalty: 5362.375977
	Iteration 31Q: 3 clusters Score -6460209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6460213.500000 Penalty: 5362.375977
	Iteration 32Q: 3 clusters Score -6460214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6460220.000000 Penalty: 5362.375977
	Iteration 33Q: 3 clusters Score -6460220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6460220.000000 Penalty: 5362.375977
	Iteration 34Q: 3 clusters Score -6460220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6460220.500000 Penalty: 5362.375977
	Iteration 35Q: 3 clusters Score -6460220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6460220.500000 Penalty: 5362.375977
	Iteration 36F: 3 clusters Score -6460220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -96710.078125 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -96710.08 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 398 members 
Entering Unmasked Estep 
Score: -94946.398438 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -94946.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95331.007812 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -95331.01 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95495.265625 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -95495.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95540.554688 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -95540.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95561.500000 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -95561.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -95570.968750 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -95570.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95578.703125 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -95578.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95582.210938 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -95582.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95582.210938 Penalty: 3338.584961
	Iteration 8F: 3 clusters Score -95582.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Entering Unmasked Estep 
Score: -833379.375000 Penalty: 2190.300781
	Iteration 0F: 2 clusters Score -833379.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -827658.437500 Penalty: 4380.601562
	Iteration 0F: 3 clusters Score -827658.4 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -829152.250000 Penalty: 4380.601562
	Iteration 1F: 3 clusters Score -829152.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -829419.312500 Penalty: 4380.601562
	Iteration 2F: 3 clusters Score -829419.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -829587.875000 Penalty: 4380.601562
	Iteration 3F: 3 clusters Score -829587.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -829693.500000 Penalty: 4380.601562
	Iteration 4Q: 3 clusters Score -829693.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -829786.062500 Penalty: 4380.601562
	Iteration 5Q: 3 clusters Score -829786.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -829863.000000 Penalty: 4380.601562
	Iteration 6Q: 3 clusters Score -829863 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -829935.250000 Penalty: 4380.601562
	Iteration 7Q: 3 clusters Score -829935.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -830008.687500 Penalty: 4380.601562
	Iteration 8Q: 3 clusters Score -830008.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -830088.000000 Penalty: 4380.601562
	Iteration 9Q: 3 clusters Score -830088 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -830168.375000 Penalty: 4380.601562
	Iteration 10Q: 3 clusters Score -830168.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -830240.000000 Penalty: 4380.601562
	Iteration 11Q: 3 clusters Score -830240 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -830318.125000 Penalty: 4380.601562
	Iteration 12Q: 3 clusters Score -830318.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -830406.125000 Penalty: 4380.601562
	Iteration 13Q: 3 clusters Score -830406.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -830500.437500 Penalty: 4380.601562
	Iteration 14Q: 3 clusters Score -830500.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -830583.437500 Penalty: 4380.601562
	Iteration 15Q: 3 clusters Score -830583.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -830674.000000 Penalty: 4380.601562
	Iteration 16Q: 3 clusters Score -830674 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -830771.375000 Penalty: 4380.601562
	Iteration 17Q: 3 clusters Score -830771.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -830872.812500 Penalty: 4380.601562
	Iteration 18Q: 3 clusters Score -830872.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -830958.562500 Penalty: 4380.601562
	Iteration 19Q: 3 clusters Score -830958.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -831036.187500 Penalty: 4380.601562
	Iteration 20F: 3 clusters Score -831036.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -831103.937500 Penalty: 4380.601562
	Iteration 21Q: 3 clusters Score -831103.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -831159.062500 Penalty: 4380.601562
	Iteration 22Q: 3 clusters Score -831159.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -831220.875000 Penalty: 4380.601562
	Iteration 23Q: 3 clusters Score -831220.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -831278.875000 Penalty: 4380.601562
	Iteration 24Q: 3 clusters Score -831278.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -831326.562500 Penalty: 4380.601562
	Iteration 25Q: 3 clusters Score -831326.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -831376.062500 Penalty: 4380.601562
	Iteration 26Q: 3 clusters Score -831376.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -831401.000000 Penalty: 4380.601562
	Iteration 27Q: 3 clusters Score -831401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -831422.000000 Penalty: 4380.601562
	Iteration 28Q: 3 clusters Score -831422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -831445.312500 Penalty: 4380.601562
	Iteration 29Q: 3 clusters Score -831445.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -831480.000000 Penalty: 4380.601562
	Iteration 30Q: 3 clusters Score -831480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -831498.125000 Penalty: 4380.601562
	Iteration 31Q: 3 clusters Score -831498.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -831521.687500 Penalty: 4380.601562
	Iteration 32Q: 3 clusters Score -831521.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -831539.250000 Penalty: 4380.601562
	Iteration 33Q: 3 clusters Score -831539.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -831561.812500 Penalty: 4380.601562
	Iteration 34Q: 3 clusters Score -831561.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -831583.687500 Penalty: 4380.601562
	Iteration 35Q: 3 clusters Score -831583.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -831597.312500 Penalty: 4380.601562
	Iteration 36Q: 3 clusters Score -831597.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -831611.562500 Penalty: 4380.601562
	Iteration 37Q: 3 clusters Score -831611.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -831628.312500 Penalty: 4380.601562
	Iteration 38Q: 3 clusters Score -831628.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -831640.250000 Penalty: 4380.601562
	Iteration 39Q: 3 clusters Score -831640.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -831656.687500 Penalty: 4380.601562
	Iteration 40F: 3 clusters Score -831656.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -831669.500000 Penalty: 4380.601562
	Iteration 41Q: 3 clusters Score -831669.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -831677.625000 Penalty: 4380.601562
	Iteration 42Q: 3 clusters Score -831677.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -831684.375000 Penalty: 4380.601562
	Iteration 43Q: 3 clusters Score -831684.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -831695.312500 Penalty: 4380.601562
	Iteration 44Q: 3 clusters Score -831695.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -831699.812500 Penalty: 4380.601562
	Iteration 45Q: 3 clusters Score -831699.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -831704.187500 Penalty: 4380.601562
	Iteration 46Q: 3 clusters Score -831704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -831707.937500 Penalty: 4380.601562
	Iteration 47Q: 3 clusters Score -831707.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -831716.812500 Penalty: 4380.601562
	Iteration 48Q: 3 clusters Score -831716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -831720.625000 Penalty: 4380.601562
	Iteration 49Q: 3 clusters Score -831720.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -831728.187500 Penalty: 4380.601562
	Iteration 50Q: 3 clusters Score -831728.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -831732.812500 Penalty: 4380.601562
	Iteration 51Q: 3 clusters Score -831732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -831735.812500 Penalty: 4380.601562
	Iteration 52Q: 3 clusters Score -831735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -831737.062500 Penalty: 4380.601562
	Iteration 53Q: 3 clusters Score -831737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -831736.062500 Penalty: 4380.601562
	Iteration 54Q: 3 clusters Score -831736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -831739.500000 Penalty: 4380.601562
	Iteration 55Q: 3 clusters Score -831739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -831739.125000 Penalty: 4380.601562
	Iteration 56Q: 3 clusters Score -831739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -831740.750000 Penalty: 4380.601562
	Iteration 57Q: 3 clusters Score -831740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -831743.062500 Penalty: 4380.601562
	Iteration 58Q: 3 clusters Score -831743.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -831746.312500 Penalty: 4380.601562
	Iteration 59Q: 3 clusters Score -831746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -831745.562500 Penalty: 4380.601562
	Iteration 60F: 3 clusters Score -831745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Entering Unmasked Estep 
Score: -4664634.000000 Penalty: 2599.239014
	Iteration 0F: 2 clusters Score -4664634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -4640344.500000 Penalty: 5198.478027
	Iteration 0F: 3 clusters Score -4640344 nChanged 16143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -4649311.500000 Penalty: 5198.478027
	Iteration 1F: 3 clusters Score -4649312 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4649771.000000 Penalty: 5198.478027
	Iteration 2Q: 3 clusters Score -4649771 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4650142.500000 Penalty: 5198.478027
	Iteration 3Q: 3 clusters Score -4650142 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -4650524.000000 Penalty: 5198.478027
	Iteration 4Q: 3 clusters Score -4650524 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -4650854.500000 Penalty: 5198.478027
	Iteration 5Q: 3 clusters Score -4650854 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4651291.000000 Penalty: 5198.478027
	Iteration 6Q: 3 clusters Score -4651291 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -4651810.500000 Penalty: 5198.478027
	Iteration 7Q: 3 clusters Score -4651810 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -4652644.500000 Penalty: 5198.478027
	Iteration 8Q: 3 clusters Score -4652644 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -4653842.500000 Penalty: 5198.478027
	Iteration 9F: 3 clusters Score -4653842 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4655426.000000 Penalty: 5198.478027
	Iteration 10F: 3 clusters Score -4655426 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -4657284.500000 Penalty: 5198.478027
	Iteration 11F: 3 clusters Score -4657284 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -4659110.500000 Penalty: 5198.478027
	Iteration 12F: 3 clusters Score -4659110 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -4660524.000000 Penalty: 5198.478027
	Iteration 13Q: 3 clusters Score -4660524 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4661441.000000 Penalty: 5198.478027
	Iteration 14Q: 3 clusters Score -4661441 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -4661939.500000 Penalty: 5198.478027
	Iteration 15Q: 3 clusters Score -4661940 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -4662168.000000 Penalty: 5198.478027
	Iteration 16Q: 3 clusters Score -4662168 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4662282.000000 Penalty: 5198.478027
	Iteration 17Q: 3 clusters Score -4662282 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -4662341.000000 Penalty: 5198.478027
	Iteration 18Q: 3 clusters Score -4662341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -4662392.500000 Penalty: 5198.478027
	Iteration 19Q: 3 clusters Score -4662392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4662435.500000 Penalty: 5198.478027
	Iteration 20F: 3 clusters Score -4662436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -4662455.500000 Penalty: 5198.478027
	Iteration 21Q: 3 clusters Score -4662456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -4662470.000000 Penalty: 5198.478027
	Iteration 22Q: 3 clusters Score -4662470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4662472.500000 Penalty: 5198.478027
	Iteration 23Q: 3 clusters Score -4662472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -4662478.500000 Penalty: 5198.478027
	Iteration 24Q: 3 clusters Score -4662478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -4662486.000000 Penalty: 5198.478027
	Iteration 25Q: 3 clusters Score -4662486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -4662490.500000 Penalty: 5198.478027
	Iteration 26Q: 3 clusters Score -4662490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4662494.500000 Penalty: 5198.478027
	Iteration 27Q: 3 clusters Score -4662494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4662502.500000 Penalty: 5198.478027
	Iteration 28Q: 3 clusters Score -4662502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -4662502.000000 Penalty: 5198.478027
	Iteration 29Q: 3 clusters Score -4662502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4662499.500000 Penalty: 5198.478027
	Iteration 30Q: 3 clusters Score -4662500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -4662501.000000 Penalty: 5198.478027
	Iteration 31Q: 3 clusters Score -4662501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -4662501.000000 Penalty: 5198.478027
	Iteration 32F: 3 clusters Score -4662501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Entering Unmasked Estep 
Score: -574355.250000 Penalty: 2097.708984
	Iteration 0F: 2 clusters Score -574355.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -570104.312500 Penalty: 4195.417969
	Iteration 0F: 3 clusters Score -570104.3 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -571185.937500 Penalty: 4195.417969
	Iteration 1F: 3 clusters Score -571185.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -571451.625000 Penalty: 4195.417969
	Iteration 2F: 3 clusters Score -571451.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -571619.750000 Penalty: 4195.417969
	Iteration 3F: 3 clusters Score -571619.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -571760.875000 Penalty: 4195.417969
	Iteration 4Q: 3 clusters Score -571760.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -571889.375000 Penalty: 4195.417969
	Iteration 5Q: 3 clusters Score -571889.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -572015.062500 Penalty: 4195.417969
	Iteration 6Q: 3 clusters Score -572015.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -572148.937500 Penalty: 4195.417969
	Iteration 7Q: 3 clusters Score -572148.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -572277.062500 Penalty: 4195.417969
	Iteration 8Q: 3 clusters Score -572277.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -572408.625000 Penalty: 4195.417969
	Iteration 9Q: 3 clusters Score -572408.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -572555.875000 Penalty: 4195.417969
	Iteration 10Q: 3 clusters Score -572555.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -572673.375000 Penalty: 4195.417969
	Iteration 11Q: 3 clusters Score -572673.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -572753.750000 Penalty: 4195.417969
	Iteration 12Q: 3 clusters Score -572753.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -572837.875000 Penalty: 4195.417969
	Iteration 13Q: 3 clusters Score -572837.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -572899.812500 Penalty: 4195.417969
	Iteration 14Q: 3 clusters Score -572899.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -572936.187500 Penalty: 4195.417969
	Iteration 15Q: 3 clusters Score -572936.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -572965.812500 Penalty: 4195.417969
	Iteration 16Q: 3 clusters Score -572965.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -572975.062500 Penalty: 4195.417969
	Iteration 17Q: 3 clusters Score -572975.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -572984.500000 Penalty: 4195.417969
	Iteration 18Q: 3 clusters Score -572984.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -572993.750000 Penalty: 4195.417969
	Iteration 19Q: 3 clusters Score -572993.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -572997.625000 Penalty: 4195.417969
	Iteration 20F: 3 clusters Score -572997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -573000.750000 Penalty: 4195.417969
	Iteration 21Q: 3 clusters Score -573000.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -573003.375000 Penalty: 4195.417969
	Iteration 22Q: 3 clusters Score -573003.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -573017.375000 Penalty: 4195.417969
	Iteration 23Q: 3 clusters Score -573017.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -573033.125000 Penalty: 4195.417969
	Iteration 24Q: 3 clusters Score -573033.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -573048.187500 Penalty: 4195.417969
	Iteration 25Q: 3 clusters Score -573048.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -573059.125000 Penalty: 4195.417969
	Iteration 26Q: 3 clusters Score -573059.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -573069.937500 Penalty: 4195.417969
	Iteration 27Q: 3 clusters Score -573069.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -573075.062500 Penalty: 4195.417969
	Iteration 28Q: 3 clusters Score -573075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -573077.750000 Penalty: 4195.417969
	Iteration 29Q: 3 clusters Score -573077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -573079.125000 Penalty: 4195.417969
	Iteration 30Q: 3 clusters Score -573079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -573081.125000 Penalty: 4195.417969
	Iteration 31Q: 3 clusters Score -573081.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -573080.625000 Penalty: 4195.417969
	Iteration 32Q: 3 clusters Score -573080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -573083.000000 Penalty: 4195.417969
	Iteration 33Q: 3 clusters Score -573083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -573084.187500 Penalty: 4195.417969
	Iteration 34Q: 3 clusters Score -573084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -573086.125000 Penalty: 4195.417969
	Iteration 35Q: 3 clusters Score -573086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -573089.937500 Penalty: 4195.417969
	Iteration 36Q: 3 clusters Score -573089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -573092.062500 Penalty: 4195.417969
	Iteration 37Q: 3 clusters Score -573092.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -573092.062500 Penalty: 4195.417969
	Iteration 38F: 3 clusters Score -573092.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1228399.375000 Penalty: 2281.747070
	Iteration 0F: 2 clusters Score -1228399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1220783.625000 Penalty: 4563.494141
	Iteration 0F: 3 clusters Score -1220784 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1222984.125000 Penalty: 4563.494141
	Iteration 1F: 3 clusters Score -1222984 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1223280.125000 Penalty: 4563.494141
	Iteration 2F: 3 clusters Score -1223280 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1223508.500000 Penalty: 4563.494141
	Iteration 3F: 3 clusters Score -1223508 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1223693.625000 Penalty: 4563.494141
	Iteration 4Q: 3 clusters Score -1223694 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1223871.500000 Penalty: 4563.494141
	Iteration 5Q: 3 clusters Score -1223872 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1224056.625000 Penalty: 4563.494141
	Iteration 6Q: 3 clusters Score -1224057 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1224230.000000 Penalty: 4563.494141
	Iteration 7Q: 3 clusters Score -1224230 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1224435.625000 Penalty: 4563.494141
	Iteration 8Q: 3 clusters Score -1224436 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1224673.750000 Penalty: 4563.494141
	Iteration 9Q: 3 clusters Score -1224674 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1224928.500000 Penalty: 4563.494141
	Iteration 10Q: 3 clusters Score -1224928 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1225205.875000 Penalty: 4563.494141
	Iteration 11Q: 3 clusters Score -1225206 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1225451.000000 Penalty: 4563.494141
	Iteration 12Q: 3 clusters Score -1225451 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1225646.500000 Penalty: 4563.494141
	Iteration 13Q: 3 clusters Score -1225646 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1225785.125000 Penalty: 4563.494141
	Iteration 14Q: 3 clusters Score -1225785 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1225895.125000 Penalty: 4563.494141
	Iteration 15Q: 3 clusters Score -1225895 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1226004.625000 Penalty: 4563.494141
	Iteration 16Q: 3 clusters Score -1226005 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1226079.250000 Penalty: 4563.494141
	Iteration 17Q: 3 clusters Score -1226079 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1226146.250000 Penalty: 4563.494141
	Iteration 18Q: 3 clusters Score -1226146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1226207.625000 Penalty: 4563.494141
	Iteration 19Q: 3 clusters Score -1226208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1226247.375000 Penalty: 4563.494141
	Iteration 20F: 3 clusters Score -1226247 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1226281.250000 Penalty: 4563.494141
	Iteration 21Q: 3 clusters Score -1226281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1226314.375000 Penalty: 4563.494141
	Iteration 22Q: 3 clusters Score -1226314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1226339.750000 Penalty: 4563.494141
	Iteration 23Q: 3 clusters Score -1226340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1226364.375000 Penalty: 4563.494141
	Iteration 24Q: 3 clusters Score -1226364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1226379.500000 Penalty: 4563.494141
	Iteration 25Q: 3 clusters Score -1226380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1226392.500000 Penalty: 4563.494141
	Iteration 26Q: 3 clusters Score -1226392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1226402.625000 Penalty: 4563.494141
	Iteration 27Q: 3 clusters Score -1226403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1226403.500000 Penalty: 4563.494141
	Iteration 28Q: 3 clusters Score -1226404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1226403.500000 Penalty: 4563.494141
	Iteration 29F: 3 clusters Score -1226404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Entering Unmasked Estep 
Score: -623499.937500 Penalty: 2121.417725
	Iteration 0F: 2 clusters Score -623499.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -618856.375000 Penalty: 4242.835449
	Iteration 0F: 3 clusters Score -618856.4 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -620020.687500 Penalty: 4242.835449
	Iteration 1F: 3 clusters Score -620020.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -620252.500000 Penalty: 4242.835449
	Iteration 2F: 3 clusters Score -620252.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -620418.812500 Penalty: 4242.835449
	Iteration 3F: 3 clusters Score -620418.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -620562.687500 Penalty: 4242.835449
	Iteration 4Q: 3 clusters Score -620562.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -620692.687500 Penalty: 4242.835449
	Iteration 5Q: 3 clusters Score -620692.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -620814.937500 Penalty: 4242.835449
	Iteration 6Q: 3 clusters Score -620814.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -620958.875000 Penalty: 4242.835449
	Iteration 7Q: 3 clusters Score -620958.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -621080.750000 Penalty: 4242.835449
	Iteration 8Q: 3 clusters Score -621080.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -621208.437500 Penalty: 4242.835449
	Iteration 9Q: 3 clusters Score -621208.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -621340.187500 Penalty: 4242.835449
	Iteration 10Q: 3 clusters Score -621340.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -621478.062500 Penalty: 4242.835449
	Iteration 11Q: 3 clusters Score -621478.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -621634.125000 Penalty: 4242.835449
	Iteration 12Q: 3 clusters Score -621634.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -621804.750000 Penalty: 4242.835449
	Iteration 13Q: 3 clusters Score -621804.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -621968.250000 Penalty: 4242.835449
	Iteration 14Q: 3 clusters Score -621968.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -622088.062500 Penalty: 4242.835449
	Iteration 15Q: 3 clusters Score -622088.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -622178.562500 Penalty: 4242.835449
	Iteration 16Q: 3 clusters Score -622178.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -622244.312500 Penalty: 4242.835449
	Iteration 17Q: 3 clusters Score -622244.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -622306.375000 Penalty: 4242.835449
	Iteration 18Q: 3 clusters Score -622306.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -622373.000000 Penalty: 4242.835449
	Iteration 19Q: 3 clusters Score -622373 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -622426.625000 Penalty: 4242.835449
	Iteration 20F: 3 clusters Score -622426.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -622467.812500 Penalty: 4242.835449
	Iteration 21Q: 3 clusters Score -622467.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -622498.625000 Penalty: 4242.835449
	Iteration 22Q: 3 clusters Score -622498.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -622525.125000 Penalty: 4242.835449
	Iteration 23Q: 3 clusters Score -622525.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -622534.000000 Penalty: 4242.835449
	Iteration 24Q: 3 clusters Score -622534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -622538.125000 Penalty: 4242.835449
	Iteration 25Q: 3 clusters Score -622538.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -622544.375000 Penalty: 4242.835449
	Iteration 26Q: 3 clusters Score -622544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -622544.812500 Penalty: 4242.835449
	Iteration 27Q: 3 clusters Score -622544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -622545.687500 Penalty: 4242.835449
	Iteration 28Q: 3 clusters Score -622545.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -622546.125000 Penalty: 4242.835449
	Iteration 29Q: 3 clusters Score -622546.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -622546.125000 Penalty: 4242.835449
	Iteration 30F: 3 clusters Score -622546.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Entering Unmasked Estep 
Score: -1441412.875000 Penalty: 2319.901367
	Iteration 0F: 2 clusters Score -1441413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1432802.875000 Penalty: 4639.802734
	Iteration 0F: 3 clusters Score -1432803 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1435536.375000 Penalty: 4639.802734
	Iteration 1F: 3 clusters Score -1435536 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1435986.500000 Penalty: 4639.802734
	Iteration 2F: 3 clusters Score -1435986 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1436432.750000 Penalty: 4639.802734
	Iteration 3F: 3 clusters Score -1436433 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1436823.250000 Penalty: 4639.802734
	Iteration 4F: 3 clusters Score -1436823 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1437149.375000 Penalty: 4639.802734
	Iteration 5Q: 3 clusters Score -1437149 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1437419.375000 Penalty: 4639.802734
	Iteration 6Q: 3 clusters Score -1437419 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1437664.875000 Penalty: 4639.802734
	Iteration 7Q: 3 clusters Score -1437665 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1437857.000000 Penalty: 4639.802734
	Iteration 8Q: 3 clusters Score -1437857 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1437994.250000 Penalty: 4639.802734
	Iteration 9Q: 3 clusters Score -1437994 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1438094.625000 Penalty: 4639.802734
	Iteration 10Q: 3 clusters Score -1438095 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1438196.125000 Penalty: 4639.802734
	Iteration 11Q: 3 clusters Score -1438196 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1438272.375000 Penalty: 4639.802734
	Iteration 12Q: 3 clusters Score -1438272 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1438331.000000 Penalty: 4639.802734
	Iteration 13Q: 3 clusters Score -1438331 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1438374.000000 Penalty: 4639.802734
	Iteration 14Q: 3 clusters Score -1438374 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1438412.625000 Penalty: 4639.802734
	Iteration 15Q: 3 clusters Score -1438413 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1438455.375000 Penalty: 4639.802734
	Iteration 16Q: 3 clusters Score -1438455 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1438484.375000 Penalty: 4639.802734
	Iteration 17Q: 3 clusters Score -1438484 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1438530.625000 Penalty: 4639.802734
	Iteration 18Q: 3 clusters Score -1438531 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1438559.875000 Penalty: 4639.802734
	Iteration 19Q: 3 clusters Score -1438560 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1438584.625000 Penalty: 4639.802734
	Iteration 20F: 3 clusters Score -1438585 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1438613.500000 Penalty: 4639.802734
	Iteration 21Q: 3 clusters Score -1438614 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1438638.875000 Penalty: 4639.802734
	Iteration 22Q: 3 clusters Score -1438639 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1438670.000000 Penalty: 4639.802734
	Iteration 23Q: 3 clusters Score -1438670 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1438705.750000 Penalty: 4639.802734
	Iteration 24Q: 3 clusters Score -1438706 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1438749.875000 Penalty: 4639.802734
	Iteration 25Q: 3 clusters Score -1438750 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1438790.875000 Penalty: 4639.802734
	Iteration 26Q: 3 clusters Score -1438791 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1438840.125000 Penalty: 4639.802734
	Iteration 27Q: 3 clusters Score -1438840 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1438882.000000 Penalty: 4639.802734
	Iteration 28Q: 3 clusters Score -1438882 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1438930.875000 Penalty: 4639.802734
	Iteration 29Q: 3 clusters Score -1438931 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1438979.375000 Penalty: 4639.802734
	Iteration 30Q: 3 clusters Score -1438979 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1439018.500000 Penalty: 4639.802734
	Iteration 31Q: 3 clusters Score -1439018 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1439074.000000 Penalty: 4639.802734
	Iteration 32Q: 3 clusters Score -1439074 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1439124.750000 Penalty: 4639.802734
	Iteration 33Q: 3 clusters Score -1439125 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1439177.500000 Penalty: 4639.802734
	Iteration 34Q: 3 clusters Score -1439178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1439242.750000 Penalty: 4639.802734
	Iteration 35Q: 3 clusters Score -1439243 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1439306.500000 Penalty: 4639.802734
	Iteration 36Q: 3 clusters Score -1439306 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1439362.375000 Penalty: 4639.802734
	Iteration 37Q: 3 clusters Score -1439362 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1439403.375000 Penalty: 4639.802734
	Iteration 38Q: 3 clusters Score -1439403 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1439450.750000 Penalty: 4639.802734
	Iteration 39Q: 3 clusters Score -1439451 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1439475.250000 Penalty: 4639.802734
	Iteration 40F: 3 clusters Score -1439475 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1439501.375000 Penalty: 4639.802734
	Iteration 41Q: 3 clusters Score -1439501 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1439524.125000 Penalty: 4639.802734
	Iteration 42Q: 3 clusters Score -1439524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1439534.375000 Penalty: 4639.802734
	Iteration 43Q: 3 clusters Score -1439534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1439545.750000 Penalty: 4639.802734
	Iteration 44Q: 3 clusters Score -1439546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1439559.625000 Penalty: 4639.802734
	Iteration 45Q: 3 clusters Score -1439560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1439574.125000 Penalty: 4639.802734
	Iteration 46Q: 3 clusters Score -1439574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1439583.500000 Penalty: 4639.802734
	Iteration 47Q: 3 clusters Score -1439584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1439593.500000 Penalty: 4639.802734
	Iteration 48Q: 3 clusters Score -1439594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1439604.625000 Penalty: 4639.802734
	Iteration 49Q: 3 clusters Score -1439605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1439612.250000 Penalty: 4639.802734
	Iteration 50Q: 3 clusters Score -1439612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1439615.125000 Penalty: 4639.802734
	Iteration 51Q: 3 clusters Score -1439615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1439616.625000 Penalty: 4639.802734
	Iteration 52Q: 3 clusters Score -1439617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1439622.250000 Penalty: 4639.802734
	Iteration 53Q: 3 clusters Score -1439622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1439629.250000 Penalty: 4639.802734
	Iteration 54Q: 3 clusters Score -1439629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1439634.750000 Penalty: 4639.802734
	Iteration 55Q: 3 clusters Score -1439635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1439639.375000 Penalty: 4639.802734
	Iteration 56Q: 3 clusters Score -1439639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1439643.250000 Penalty: 4639.802734
	Iteration 57Q: 3 clusters Score -1439643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1439648.875000 Penalty: 4639.802734
	Iteration 58Q: 3 clusters Score -1439649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1439654.500000 Penalty: 4639.802734
	Iteration 59Q: 3 clusters Score -1439654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1439661.625000 Penalty: 4639.802734
	Iteration 60F: 3 clusters Score -1439662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1439676.750000 Penalty: 4639.802734
	Iteration 61Q: 3 clusters Score -1439677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1439682.000000 Penalty: 4639.802734
	Iteration 62Q: 3 clusters Score -1439682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1439694.875000 Penalty: 4639.802734
	Iteration 63Q: 3 clusters Score -1439695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1439698.500000 Penalty: 4639.802734
	Iteration 64Q: 3 clusters Score -1439698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1439711.625000 Penalty: 4639.802734
	Iteration 65Q: 3 clusters Score -1439712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1439718.625000 Penalty: 4639.802734
	Iteration 66Q: 3 clusters Score -1439719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1439724.750000 Penalty: 4639.802734
	Iteration 67Q: 3 clusters Score -1439725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1439726.875000 Penalty: 4639.802734
	Iteration 68Q: 3 clusters Score -1439727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1439733.250000 Penalty: 4639.802734
	Iteration 69Q: 3 clusters Score -1439733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1439735.625000 Penalty: 4639.802734
	Iteration 70Q: 3 clusters Score -1439736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1439737.500000 Penalty: 4639.802734
	Iteration 71Q: 3 clusters Score -1439738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1439742.500000 Penalty: 4639.802734
	Iteration 72Q: 3 clusters Score -1439742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1439748.125000 Penalty: 4639.802734
	Iteration 73Q: 3 clusters Score -1439748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1439756.125000 Penalty: 4639.802734
	Iteration 74Q: 3 clusters Score -1439756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1439759.250000 Penalty: 4639.802734
	Iteration 75Q: 3 clusters Score -1439759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1439765.625000 Penalty: 4639.802734
	Iteration 76Q: 3 clusters Score -1439766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1439769.125000 Penalty: 4639.802734
	Iteration 77Q: 3 clusters Score -1439769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1439773.875000 Penalty: 4639.802734
	Iteration 78Q: 3 clusters Score -1439774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1439778.375000 Penalty: 4639.802734
	Iteration 79Q: 3 clusters Score -1439778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1439785.375000 Penalty: 4639.802734
	Iteration 80F: 3 clusters Score -1439785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1439791.750000 Penalty: 4639.802734
	Iteration 81Q: 3 clusters Score -1439792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1439791.750000 Penalty: 4639.802734
	Iteration 82Q: 3 clusters Score -1439792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1439789.625000 Penalty: 4639.802734
	Iteration 83Q: 3 clusters Score -1439790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1439793.875000 Penalty: 4639.802734
	Iteration 84Q: 3 clusters Score -1439794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1439794.750000 Penalty: 4639.802734
	Iteration 85Q: 3 clusters Score -1439795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1439797.750000 Penalty: 4639.802734
	Iteration 86Q: 3 clusters Score -1439798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1439797.750000 Penalty: 4639.802734
	Iteration 87Q: 3 clusters Score -1439798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1439800.000000 Penalty: 4639.802734
	Iteration 88Q: 3 clusters Score -1439800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1439802.000000 Penalty: 4639.802734
	Iteration 89Q: 3 clusters Score -1439802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1439802.375000 Penalty: 4639.802734
	Iteration 90Q: 3 clusters Score -1439802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1439803.000000 Penalty: 4639.802734
	Iteration 91Q: 3 clusters Score -1439803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1439803.000000 Penalty: 4639.802734
	Iteration 92F: 3 clusters Score -1439803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -925734.125000 Penalty: 2215.483154
	Iteration 0F: 2 clusters Score -925734.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -919560.062500 Penalty: 4430.966309
	Iteration 0F: 3 clusters Score -919560.1 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -921251.812500 Penalty: 4430.966309
	Iteration 1F: 3 clusters Score -921251.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -921518.562500 Penalty: 4430.966309
	Iteration 2F: 3 clusters Score -921518.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -921696.750000 Penalty: 4430.966309
	Iteration 3F: 3 clusters Score -921696.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -921829.187500 Penalty: 4430.966309
	Iteration 4Q: 3 clusters Score -921829.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -921937.500000 Penalty: 4430.966309
	Iteration 5Q: 3 clusters Score -921937.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -922019.875000 Penalty: 4430.966309
	Iteration 6Q: 3 clusters Score -922019.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -922107.875000 Penalty: 4430.966309
	Iteration 7Q: 3 clusters Score -922107.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -922187.312500 Penalty: 4430.966309
	Iteration 8Q: 3 clusters Score -922187.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -922258.937500 Penalty: 4430.966309
	Iteration 9Q: 3 clusters Score -922258.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -922346.437500 Penalty: 4430.966309
	Iteration 10Q: 3 clusters Score -922346.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -922453.500000 Penalty: 4430.966309
	Iteration 11Q: 3 clusters Score -922453.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -922566.250000 Penalty: 4430.966309
	Iteration 12Q: 3 clusters Score -922566.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -922681.500000 Penalty: 4430.966309
	Iteration 13Q: 3 clusters Score -922681.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -922844.000000 Penalty: 4430.966309
	Iteration 14Q: 3 clusters Score -922844 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -923029.375000 Penalty: 4430.966309
	Iteration 15Q: 3 clusters Score -923029.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -923222.187500 Penalty: 4430.966309
	Iteration 16Q: 3 clusters Score -923222.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -923389.250000 Penalty: 4430.966309
	Iteration 17Q: 3 clusters Score -923389.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -923521.750000 Penalty: 4430.966309
	Iteration 18Q: 3 clusters Score -923521.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -923605.437500 Penalty: 4430.966309
	Iteration 19Q: 3 clusters Score -923605.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -923660.937500 Penalty: 4430.966309
	Iteration 20F: 3 clusters Score -923660.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -923688.187500 Penalty: 4430.966309
	Iteration 21Q: 3 clusters Score -923688.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -923705.750000 Penalty: 4430.966309
	Iteration 22Q: 3 clusters Score -923705.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -923721.875000 Penalty: 4430.966309
	Iteration 23Q: 3 clusters Score -923721.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -923737.125000 Penalty: 4430.966309
	Iteration 24Q: 3 clusters Score -923737.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -923750.562500 Penalty: 4430.966309
	Iteration 25Q: 3 clusters Score -923750.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -923763.000000 Penalty: 4430.966309
	Iteration 26Q: 3 clusters Score -923763 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -923774.000000 Penalty: 4430.966309
	Iteration 27Q: 3 clusters Score -923774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -923785.000000 Penalty: 4430.966309
	Iteration 28Q: 3 clusters Score -923785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -923794.062500 Penalty: 4430.966309
	Iteration 29Q: 3 clusters Score -923794.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -923808.187500 Penalty: 4430.966309
	Iteration 30Q: 3 clusters Score -923808.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -923821.187500 Penalty: 4430.966309
	Iteration 31Q: 3 clusters Score -923821.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -923837.187500 Penalty: 4430.966309
	Iteration 32Q: 3 clusters Score -923837.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -923848.812500 Penalty: 4430.966309
	Iteration 33Q: 3 clusters Score -923848.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -923858.312500 Penalty: 4430.966309
	Iteration 34Q: 3 clusters Score -923858.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -923867.312500 Penalty: 4430.966309
	Iteration 35Q: 3 clusters Score -923867.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -923872.875000 Penalty: 4430.966309
	Iteration 36Q: 3 clusters Score -923872.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -923881.125000 Penalty: 4430.966309
	Iteration 37Q: 3 clusters Score -923881.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -923887.625000 Penalty: 4430.966309
	Iteration 38Q: 3 clusters Score -923887.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -923892.062500 Penalty: 4430.966309
	Iteration 39Q: 3 clusters Score -923892.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -923898.750000 Penalty: 4430.966309
	Iteration 40F: 3 clusters Score -923898.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -923902.500000 Penalty: 4430.966309
	Iteration 41Q: 3 clusters Score -923902.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -923912.312500 Penalty: 4430.966309
	Iteration 42Q: 3 clusters Score -923912.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -923921.687500 Penalty: 4430.966309
	Iteration 43Q: 3 clusters Score -923921.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -923934.312500 Penalty: 4430.966309
	Iteration 44Q: 3 clusters Score -923934.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -923947.125000 Penalty: 4430.966309
	Iteration 45Q: 3 clusters Score -923947.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -923954.812500 Penalty: 4430.966309
	Iteration 46Q: 3 clusters Score -923954.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -923962.500000 Penalty: 4430.966309
	Iteration 47Q: 3 clusters Score -923962.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -923972.562500 Penalty: 4430.966309
	Iteration 48Q: 3 clusters Score -923972.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -923983.875000 Penalty: 4430.966309
	Iteration 49Q: 3 clusters Score -923983.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -923990.312500 Penalty: 4430.966309
	Iteration 50Q: 3 clusters Score -923990.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -923996.812500 Penalty: 4430.966309
	Iteration 51Q: 3 clusters Score -923996.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -924001.437500 Penalty: 4430.966309
	Iteration 52Q: 3 clusters Score -924001.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -924007.812500 Penalty: 4430.966309
	Iteration 53Q: 3 clusters Score -924007.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -924014.750000 Penalty: 4430.966309
	Iteration 54Q: 3 clusters Score -924014.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -924020.812500 Penalty: 4430.966309
	Iteration 55Q: 3 clusters Score -924020.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -924027.750000 Penalty: 4430.966309
	Iteration 56Q: 3 clusters Score -924027.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -924033.187500 Penalty: 4430.966309
	Iteration 57Q: 3 clusters Score -924033.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -924035.562500 Penalty: 4430.966309
	Iteration 58Q: 3 clusters Score -924035.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -924039.562500 Penalty: 4430.966309
	Iteration 59Q: 3 clusters Score -924039.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -924043.187500 Penalty: 4430.966309
	Iteration 60F: 3 clusters Score -924043.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -924046.812500 Penalty: 4430.966309
	Iteration 61Q: 3 clusters Score -924046.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -924047.000000 Penalty: 4430.966309
	Iteration 62Q: 3 clusters Score -924047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -924052.312500 Penalty: 4430.966309
	Iteration 63Q: 3 clusters Score -924052.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -924058.187500 Penalty: 4430.966309
	Iteration 64Q: 3 clusters Score -924058.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -924063.125000 Penalty: 4430.966309
	Iteration 65Q: 3 clusters Score -924063.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -924063.187500 Penalty: 4430.966309
	Iteration 66Q: 3 clusters Score -924063.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -924065.875000 Penalty: 4430.966309
	Iteration 67Q: 3 clusters Score -924065.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -924067.000000 Penalty: 4430.966309
	Iteration 68Q: 3 clusters Score -924067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -924066.562500 Penalty: 4430.966309
	Iteration 69Q: 3 clusters Score -924066.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -924067.500000 Penalty: 4430.966309
	Iteration 70Q: 3 clusters Score -924067.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -924068.875000 Penalty: 4430.966309
	Iteration 71Q: 3 clusters Score -924068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -924068.750000 Penalty: 4430.966309
	Iteration 72Q: 3 clusters Score -924068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -924070.187500 Penalty: 4430.966309
	Iteration 73Q: 3 clusters Score -924070.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -924072.312500 Penalty: 4430.966309
	Iteration 74Q: 3 clusters Score -924072.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -924073.312500 Penalty: 4430.966309
	Iteration 75Q: 3 clusters Score -924073.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -924072.312500 Penalty: 4430.966309
	Iteration 76Q: 3 clusters Score -924072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -924072.312500 Penalty: 4430.966309
	Iteration 77F: 3 clusters Score -924072.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -86662.812500 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -86662.81 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 373 members 
Entering Unmasked Estep 
Score: -84946.148438 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -84946.15 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85185.765625 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -85185.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85284.257812 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -85284.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85335.195312 Penalty: 3269.470215
	Iteration 3Q: 3 clusters Score -85335.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85353.601562 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -85353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -85368.242188 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -85368.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -85386.132812 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -85386.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85398.367188 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -85398.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -85410.171875 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -85410.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85430.171875 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -85430.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85442.625000 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -85442.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85449.171875 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -85449.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85449.171875 Penalty: 3269.470215
	Iteration 12F: 3 clusters Score -85449.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Entering Unmasked Estep 
Score: -969853.500000 Penalty: 2243.917969
	Iteration 0F: 2 clusters Score -969853.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -963121.562500 Penalty: 4487.835938
	Iteration 0F: 3 clusters Score -963121.6 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -965164.250000 Penalty: 4487.835938
	Iteration 1F: 3 clusters Score -965164.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -965721.000000 Penalty: 4487.835938
	Iteration 2F: 3 clusters Score -965721 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -966224.625000 Penalty: 4487.835938
	Iteration 3F: 3 clusters Score -966224.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -966582.187500 Penalty: 4487.835938
	Iteration 4F: 3 clusters Score -966582.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -966852.375000 Penalty: 4487.835938
	Iteration 5F: 3 clusters Score -966852.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -967056.437500 Penalty: 4487.835938
	Iteration 6Q: 3 clusters Score -967056.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -967211.125000 Penalty: 4487.835938
	Iteration 7Q: 3 clusters Score -967211.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -967333.875000 Penalty: 4487.835938
	Iteration 8Q: 3 clusters Score -967333.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -967445.875000 Penalty: 4487.835938
	Iteration 9Q: 3 clusters Score -967445.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -967545.375000 Penalty: 4487.835938
	Iteration 10Q: 3 clusters Score -967545.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -967639.187500 Penalty: 4487.835938
	Iteration 11Q: 3 clusters Score -967639.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -967749.000000 Penalty: 4487.835938
	Iteration 12Q: 3 clusters Score -967749 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -967872.000000 Penalty: 4487.835938
	Iteration 13Q: 3 clusters Score -967872 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -968014.500000 Penalty: 4487.835938
	Iteration 14Q: 3 clusters Score -968014.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -968122.312500 Penalty: 4487.835938
	Iteration 15Q: 3 clusters Score -968122.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -968194.812500 Penalty: 4487.835938
	Iteration 16Q: 3 clusters Score -968194.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -968248.625000 Penalty: 4487.835938
	Iteration 17Q: 3 clusters Score -968248.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -968295.000000 Penalty: 4487.835938
	Iteration 18Q: 3 clusters Score -968295 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -968327.000000 Penalty: 4487.835938
	Iteration 19Q: 3 clusters Score -968327 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -968350.000000 Penalty: 4487.835938
	Iteration 20F: 3 clusters Score -968350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -968364.625000 Penalty: 4487.835938
	Iteration 21Q: 3 clusters Score -968364.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -968379.562500 Penalty: 4487.835938
	Iteration 22Q: 3 clusters Score -968379.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -968391.125000 Penalty: 4487.835938
	Iteration 23Q: 3 clusters Score -968391.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -968399.625000 Penalty: 4487.835938
	Iteration 24Q: 3 clusters Score -968399.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -968407.812500 Penalty: 4487.835938
	Iteration 25Q: 3 clusters Score -968407.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -968415.687500 Penalty: 4487.835938
	Iteration 26Q: 3 clusters Score -968415.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -968418.562500 Penalty: 4487.835938
	Iteration 27Q: 3 clusters Score -968418.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -968423.187500 Penalty: 4487.835938
	Iteration 28Q: 3 clusters Score -968423.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -968428.625000 Penalty: 4487.835938
	Iteration 29Q: 3 clusters Score -968428.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -968430.812500 Penalty: 4487.835938
	Iteration 30Q: 3 clusters Score -968430.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -968433.125000 Penalty: 4487.835938
	Iteration 31Q: 3 clusters Score -968433.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -968437.562500 Penalty: 4487.835938
	Iteration 32Q: 3 clusters Score -968437.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -968439.687500 Penalty: 4487.835938
	Iteration 33Q: 3 clusters Score -968439.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -968441.562500 Penalty: 4487.835938
	Iteration 34Q: 3 clusters Score -968441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -968442.250000 Penalty: 4487.835938
	Iteration 35Q: 3 clusters Score -968442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -968442.250000 Penalty: 4487.835938
	Iteration 36F: 3 clusters Score -968442.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -710656.187500 Penalty: 2141.121094
	Iteration 0F: 2 clusters Score -710656.2 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 2841 members 
Entering Unmasked Estep 
Score: -705723.562500 Penalty: 4282.242188
	Iteration 0F: 3 clusters Score -705723.6 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -706955.437500 Penalty: 4282.242188
	Iteration 1F: 3 clusters Score -706955.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -707161.500000 Penalty: 4282.242188
	Iteration 2F: 3 clusters Score -707161.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -707279.375000 Penalty: 4282.242188
	Iteration 3Q: 3 clusters Score -707279.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -707341.500000 Penalty: 4282.242188
	Iteration 4Q: 3 clusters Score -707341.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -707392.000000 Penalty: 4282.242188
	Iteration 5Q: 3 clusters Score -707392 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -707435.062500 Penalty: 4282.242188
	Iteration 6Q: 3 clusters Score -707435.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -707472.687500 Penalty: 4282.242188
	Iteration 7Q: 3 clusters Score -707472.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -707522.937500 Penalty: 4282.242188
	Iteration 8Q: 3 clusters Score -707522.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -707584.312500 Penalty: 4282.242188
	Iteration 9Q: 3 clusters Score -707584.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -707658.625000 Penalty: 4282.242188
	Iteration 10Q: 3 clusters Score -707658.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -707746.187500 Penalty: 4282.242188
	Iteration 11Q: 3 clusters Score -707746.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -707834.750000 Penalty: 4282.242188
	Iteration 12Q: 3 clusters Score -707834.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -707930.125000 Penalty: 4282.242188
	Iteration 13Q: 3 clusters Score -707930.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -708037.812500 Penalty: 4282.242188
	Iteration 14Q: 3 clusters Score -708037.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -708148.187500 Penalty: 4282.242188
	Iteration 15Q: 3 clusters Score -708148.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -708235.312500 Penalty: 4282.242188
	Iteration 16Q: 3 clusters Score -708235.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -708307.875000 Penalty: 4282.242188
	Iteration 17Q: 3 clusters Score -708307.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -708357.062500 Penalty: 4282.242188
	Iteration 18Q: 3 clusters Score -708357.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -708397.750000 Penalty: 4282.242188
	Iteration 19Q: 3 clusters Score -708397.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -708431.062500 Penalty: 4282.242188
	Iteration 20F: 3 clusters Score -708431.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -708459.000000 Penalty: 4282.242188
	Iteration 21Q: 3 clusters Score -708459 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -708486.937500 Penalty: 4282.242188
	Iteration 22Q: 3 clusters Score -708486.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -708520.625000 Penalty: 4282.242188
	Iteration 23Q: 3 clusters Score -708520.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -708553.937500 Penalty: 4282.242188
	Iteration 24Q: 3 clusters Score -708553.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -708581.437500 Penalty: 4282.242188
	Iteration 25Q: 3 clusters Score -708581.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -708606.750000 Penalty: 4282.242188
	Iteration 26Q: 3 clusters Score -708606.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -708632.562500 Penalty: 4282.242188
	Iteration 27Q: 3 clusters Score -708632.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -708656.062500 Penalty: 4282.242188
	Iteration 28Q: 3 clusters Score -708656.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -708684.375000 Penalty: 4282.242188
	Iteration 29Q: 3 clusters Score -708684.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -708709.250000 Penalty: 4282.242188
	Iteration 30Q: 3 clusters Score -708709.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -708743.750000 Penalty: 4282.242188
	Iteration 31Q: 3 clusters Score -708743.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -708771.375000 Penalty: 4282.242188
	Iteration 32Q: 3 clusters Score -708771.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -708781.375000 Penalty: 4282.242188
	Iteration 33Q: 3 clusters Score -708781.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -708788.562500 Penalty: 4282.242188
	Iteration 34Q: 3 clusters Score -708788.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -708799.687500 Penalty: 4282.242188
	Iteration 35Q: 3 clusters Score -708799.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -708806.125000 Penalty: 4282.242188
	Iteration 36Q: 3 clusters Score -708806.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -708812.125000 Penalty: 4282.242188
	Iteration 37Q: 3 clusters Score -708812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -708817.625000 Penalty: 4282.242188
	Iteration 38Q: 3 clusters Score -708817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -708818.250000 Penalty: 4282.242188
	Iteration 39Q: 3 clusters Score -708818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -708820.250000 Penalty: 4282.242188
	Iteration 40F: 3 clusters Score -708820.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -708821.812500 Penalty: 4282.242188
	Iteration 41Q: 3 clusters Score -708821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -708821.625000 Penalty: 4282.242188
	Iteration 42Q: 3 clusters Score -708821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -708823.437500 Penalty: 4282.242188
	Iteration 43Q: 3 clusters Score -708823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -708823.562500 Penalty: 4282.242188
	Iteration 44Q: 3 clusters Score -708823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -708825.062500 Penalty: 4282.242188
	Iteration 45Q: 3 clusters Score -708825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -708826.562500 Penalty: 4282.242188
	Iteration 46Q: 3 clusters Score -708826.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -708826.250000 Penalty: 4282.242188
	Iteration 47Q: 3 clusters Score -708826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -708826.250000 Penalty: 4282.242188
	Iteration 48F: 3 clusters Score -708826.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (72049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72049 members 
Entering Unmasked Estep 
Score: -9138917.000000 Penalty: 2773.905273
	Iteration 0F: 2 clusters Score -9138917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -9090544.000000 Penalty: 5547.810547
	Iteration 0F: 3 clusters Score -9090544 nChanged 33816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -9109870.000000 Penalty: 5547.810547
	Iteration 1F: 3 clusters Score -9109870 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -9110752.000000 Penalty: 5547.810547
	Iteration 2Q: 3 clusters Score -9110752 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -9111869.000000 Penalty: 5547.810547
	Iteration 3Q: 3 clusters Score -9111869 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -9113511.000000 Penalty: 5547.810547
	Iteration 4Q: 3 clusters Score -9113511 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -9115678.000000 Penalty: 5547.810547
	Iteration 5F: 3 clusters Score -9115678 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -9118500.000000 Penalty: 5547.810547
	Iteration 6F: 3 clusters Score -9118500 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -9121770.000000 Penalty: 5547.810547
	Iteration 7F: 3 clusters Score -9121770 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -9125113.000000 Penalty: 5547.810547
	Iteration 8F: 3 clusters Score -9125113 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -9127830.000000 Penalty: 5547.810547
	Iteration 9Q: 3 clusters Score -9127830 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -9129837.000000 Penalty: 5547.810547
	Iteration 10Q: 3 clusters Score -9129837 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -9131068.000000 Penalty: 5547.810547
	Iteration 11Q: 3 clusters Score -9131068 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -9131911.000000 Penalty: 5547.810547
	Iteration 12Q: 3 clusters Score -9131911 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -9132600.000000 Penalty: 5547.810547
	Iteration 13Q: 3 clusters Score -9132600 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -9133273.000000 Penalty: 5547.810547
	Iteration 14Q: 3 clusters Score -9133273 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -9133750.000000 Penalty: 5547.810547
	Iteration 15Q: 3 clusters Score -9133750 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67443 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -9134217.000000 Penalty: 5547.810547
	Iteration 16Q: 3 clusters Score -9134217 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -9134596.000000 Penalty: 5547.810547
	Iteration 17Q: 3 clusters Score -9134596 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -9134927.000000 Penalty: 5547.810547
	Iteration 18Q: 3 clusters Score -9134927 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -9135258.000000 Penalty: 5547.810547
	Iteration 19Q: 3 clusters Score -9135258 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69942 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -9135499.000000 Penalty: 5547.810547
	Iteration 20F: 3 clusters Score -9135499 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9135724.000000 Penalty: 5547.810547
	Iteration 21Q: 3 clusters Score -9135724 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70661 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -9135943.000000 Penalty: 5547.810547
	Iteration 22Q: 3 clusters Score -9135943 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9136094.000000 Penalty: 5547.810547
	Iteration 23Q: 3 clusters Score -9136094 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9136199.000000 Penalty: 5547.810547
	Iteration 24Q: 3 clusters Score -9136199 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9136294.000000 Penalty: 5547.810547
	Iteration 25Q: 3 clusters Score -9136294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9136336.000000 Penalty: 5547.810547
	Iteration 26Q: 3 clusters Score -9136336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9136377.000000 Penalty: 5547.810547
	Iteration 27Q: 3 clusters Score -9136377 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71376 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9136409.000000 Penalty: 5547.810547
	Iteration 28Q: 3 clusters Score -9136409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71422 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9136445.000000 Penalty: 5547.810547
	Iteration 29Q: 3 clusters Score -9136445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9136469.000000 Penalty: 5547.810547
	Iteration 30Q: 3 clusters Score -9136469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9136483.000000 Penalty: 5547.810547
	Iteration 31Q: 3 clusters Score -9136483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71508 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9136490.000000 Penalty: 5547.810547
	Iteration 32Q: 3 clusters Score -9136490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71517 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9136494.000000 Penalty: 5547.810547
	Iteration 33Q: 3 clusters Score -9136494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9136514.000000 Penalty: 5547.810547
	Iteration 34Q: 3 clusters Score -9136514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71539 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9136507.000000 Penalty: 5547.810547
	Iteration 35Q: 3 clusters Score -9136507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9136526.000000 Penalty: 5547.810547
	Iteration 36Q: 3 clusters Score -9136526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9136538.000000 Penalty: 5547.810547
	Iteration 37Q: 3 clusters Score -9136538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9136553.000000 Penalty: 5547.810547
	Iteration 38Q: 3 clusters Score -9136553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71565 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9136553.000000 Penalty: 5547.810547
	Iteration 39Q: 3 clusters Score -9136553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71567 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9136553.000000 Penalty: 5547.810547
	Iteration 40F: 3 clusters Score -9136553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9136553.000000 Penalty: 5547.810547
	Iteration 41Q: 3 clusters Score -9136553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71569 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9136560.000000 Penalty: 5547.810547
	Iteration 42Q: 3 clusters Score -9136560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71569 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9136557.000000 Penalty: 5547.810547
	Iteration 43Q: 3 clusters Score -9136557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9136560.000000 Penalty: 5547.810547
	Iteration 44Q: 3 clusters Score -9136560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9136564.000000 Penalty: 5547.810547
	Iteration 45Q: 3 clusters Score -9136564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9136564.000000 Penalty: 5547.810547
	Iteration 46F: 3 clusters Score -9136564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -185773.156250 Penalty: 1821.009277
	Iteration 0F: 2 clusters Score -185773.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -183464.359375 Penalty: 3642.018555
	Iteration 0F: 3 clusters Score -183464.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -183886.250000 Penalty: 3642.018555
	Iteration 1F: 3 clusters Score -183886.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -184056.359375 Penalty: 3642.018555
	Iteration 2F: 3 clusters Score -184056.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -184192.281250 Penalty: 3642.018555
	Iteration 3Q: 3 clusters Score -184192.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -184287.640625 Penalty: 3642.018555
	Iteration 4Q: 3 clusters Score -184287.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -184382.250000 Penalty: 3642.018555
	Iteration 5Q: 3 clusters Score -184382.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -184463.250000 Penalty: 3642.018555
	Iteration 6Q: 3 clusters Score -184463.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -184590.437500 Penalty: 3642.018555
	Iteration 7Q: 3 clusters Score -184590.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -184753.375000 Penalty: 3642.018555
	Iteration 8Q: 3 clusters Score -184753.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -184891.171875 Penalty: 3642.018555
	Iteration 9Q: 3 clusters Score -184891.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -184998.031250 Penalty: 3642.018555
	Iteration 10Q: 3 clusters Score -184998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -185056.234375 Penalty: 3642.018555
	Iteration 11Q: 3 clusters Score -185056.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -185086.578125 Penalty: 3642.018555
	Iteration 12Q: 3 clusters Score -185086.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -185109.625000 Penalty: 3642.018555
	Iteration 13Q: 3 clusters Score -185109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -185117.000000 Penalty: 3642.018555
	Iteration 14Q: 3 clusters Score -185117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -185121.328125 Penalty: 3642.018555
	Iteration 15Q: 3 clusters Score -185121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -185126.375000 Penalty: 3642.018555
	Iteration 16Q: 3 clusters Score -185126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -185133.546875 Penalty: 3642.018555
	Iteration 17Q: 3 clusters Score -185133.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -185148.984375 Penalty: 3642.018555
	Iteration 18Q: 3 clusters Score -185149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -185154.078125 Penalty: 3642.018555
	Iteration 19Q: 3 clusters Score -185154.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -185159.125000 Penalty: 3642.018555
	Iteration 20F: 3 clusters Score -185159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -185163.562500 Penalty: 3642.018555
	Iteration 21Q: 3 clusters Score -185163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -185167.109375 Penalty: 3642.018555
	Iteration 22Q: 3 clusters Score -185167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -185170.078125 Penalty: 3642.018555
	Iteration 23Q: 3 clusters Score -185170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -185170.562500 Penalty: 3642.018555
	Iteration 24Q: 3 clusters Score -185170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -185170.968750 Penalty: 3642.018555
	Iteration 25Q: 3 clusters Score -185171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -185170.968750 Penalty: 3642.018555
	Iteration 26F: 3 clusters Score -185171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Entering Unmasked Estep 
Score: -1411190.250000 Penalty: 2339.285645
	Iteration 0F: 2 clusters Score -1411190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1402019.250000 Penalty: 4678.571289
	Iteration 0F: 3 clusters Score -1402019 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1405098.375000 Penalty: 4678.571289
	Iteration 1F: 3 clusters Score -1405098 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1405695.250000 Penalty: 4678.571289
	Iteration 2F: 3 clusters Score -1405695 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1406187.250000 Penalty: 4678.571289
	Iteration 3F: 3 clusters Score -1406187 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1406688.375000 Penalty: 4678.571289
	Iteration 4F: 3 clusters Score -1406688 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1407256.125000 Penalty: 4678.571289
	Iteration 5F: 3 clusters Score -1407256 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1407764.375000 Penalty: 4678.571289
	Iteration 6F: 3 clusters Score -1407764 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1408179.625000 Penalty: 4678.571289
	Iteration 7F: 3 clusters Score -1408180 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1408499.875000 Penalty: 4678.571289
	Iteration 8Q: 3 clusters Score -1408500 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1408777.750000 Penalty: 4678.571289
	Iteration 9Q: 3 clusters Score -1408778 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1408979.750000 Penalty: 4678.571289
	Iteration 10Q: 3 clusters Score -1408980 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1409165.250000 Penalty: 4678.571289
	Iteration 11Q: 3 clusters Score -1409165 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1409324.875000 Penalty: 4678.571289
	Iteration 12Q: 3 clusters Score -1409325 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1409453.750000 Penalty: 4678.571289
	Iteration 13Q: 3 clusters Score -1409454 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1409566.000000 Penalty: 4678.571289
	Iteration 14Q: 3 clusters Score -1409566 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1409666.625000 Penalty: 4678.571289
	Iteration 15Q: 3 clusters Score -1409667 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1409761.500000 Penalty: 4678.571289
	Iteration 16Q: 3 clusters Score -1409762 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1409842.875000 Penalty: 4678.571289
	Iteration 17Q: 3 clusters Score -1409843 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1409917.500000 Penalty: 4678.571289
	Iteration 18Q: 3 clusters Score -1409918 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1409958.125000 Penalty: 4678.571289
	Iteration 19Q: 3 clusters Score -1409958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1410001.500000 Penalty: 4678.571289
	Iteration 20F: 3 clusters Score -1410002 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1410040.000000 Penalty: 4678.571289
	Iteration 21Q: 3 clusters Score -1410040 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1410071.375000 Penalty: 4678.571289
	Iteration 22Q: 3 clusters Score -1410071 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1410102.000000 Penalty: 4678.571289
	Iteration 23Q: 3 clusters Score -1410102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1410128.000000 Penalty: 4678.571289
	Iteration 24Q: 3 clusters Score -1410128 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1410154.750000 Penalty: 4678.571289
	Iteration 25Q: 3 clusters Score -1410155 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1410174.875000 Penalty: 4678.571289
	Iteration 26Q: 3 clusters Score -1410175 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1410193.000000 Penalty: 4678.571289
	Iteration 27Q: 3 clusters Score -1410193 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1410213.125000 Penalty: 4678.571289
	Iteration 28Q: 3 clusters Score -1410213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1410230.250000 Penalty: 4678.571289
	Iteration 29Q: 3 clusters Score -1410230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1410244.125000 Penalty: 4678.571289
	Iteration 30Q: 3 clusters Score -1410244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1410258.750000 Penalty: 4678.571289
	Iteration 31Q: 3 clusters Score -1410259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1410269.625000 Penalty: 4678.571289
	Iteration 32Q: 3 clusters Score -1410270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1410287.750000 Penalty: 4678.571289
	Iteration 33Q: 3 clusters Score -1410288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1410298.000000 Penalty: 4678.571289
	Iteration 34Q: 3 clusters Score -1410298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1410307.750000 Penalty: 4678.571289
	Iteration 35Q: 3 clusters Score -1410308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1410316.625000 Penalty: 4678.571289
	Iteration 36Q: 3 clusters Score -1410317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1410329.250000 Penalty: 4678.571289
	Iteration 37Q: 3 clusters Score -1410329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1410345.500000 Penalty: 4678.571289
	Iteration 38Q: 3 clusters Score -1410346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1410361.375000 Penalty: 4678.571289
	Iteration 39Q: 3 clusters Score -1410361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1410372.625000 Penalty: 4678.571289
	Iteration 40F: 3 clusters Score -1410373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1410381.500000 Penalty: 4678.571289
	Iteration 41Q: 3 clusters Score -1410382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1410393.125000 Penalty: 4678.571289
	Iteration 42Q: 3 clusters Score -1410393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1410395.000000 Penalty: 4678.571289
	Iteration 43Q: 3 clusters Score -1410395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1410397.875000 Penalty: 4678.571289
	Iteration 44Q: 3 clusters Score -1410398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1410402.125000 Penalty: 4678.571289
	Iteration 45Q: 3 clusters Score -1410402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1410406.500000 Penalty: 4678.571289
	Iteration 46Q: 3 clusters Score -1410406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1410414.250000 Penalty: 4678.571289
	Iteration 47Q: 3 clusters Score -1410414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1410419.000000 Penalty: 4678.571289
	Iteration 48Q: 3 clusters Score -1410419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1410418.625000 Penalty: 4678.571289
	Iteration 49Q: 3 clusters Score -1410419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1410424.625000 Penalty: 4678.571289
	Iteration 50Q: 3 clusters Score -1410425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1410427.625000 Penalty: 4678.571289
	Iteration 51Q: 3 clusters Score -1410428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1410430.875000 Penalty: 4678.571289
	Iteration 52Q: 3 clusters Score -1410431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1410433.750000 Penalty: 4678.571289
	Iteration 53Q: 3 clusters Score -1410434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1410445.125000 Penalty: 4678.571289
	Iteration 54Q: 3 clusters Score -1410445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1410449.125000 Penalty: 4678.571289
	Iteration 55Q: 3 clusters Score -1410449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1410454.000000 Penalty: 4678.571289
	Iteration 56Q: 3 clusters Score -1410454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1410455.250000 Penalty: 4678.571289
	Iteration 57Q: 3 clusters Score -1410455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1410462.000000 Penalty: 4678.571289
	Iteration 58Q: 3 clusters Score -1410462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1410466.250000 Penalty: 4678.571289
	Iteration 59Q: 3 clusters Score -1410466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1410471.125000 Penalty: 4678.571289
	Iteration 60F: 3 clusters Score -1410471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1410471.000000 Penalty: 4678.571289
	Iteration 61Q: 3 clusters Score -1410471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1410476.250000 Penalty: 4678.571289
	Iteration 62Q: 3 clusters Score -1410476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1410478.125000 Penalty: 4678.571289
	Iteration 63Q: 3 clusters Score -1410478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1410478.625000 Penalty: 4678.571289
	Iteration 64Q: 3 clusters Score -1410479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1410479.500000 Penalty: 4678.571289
	Iteration 65Q: 3 clusters Score -1410480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1410482.250000 Penalty: 4678.571289
	Iteration 66Q: 3 clusters Score -1410482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1410482.125000 Penalty: 4678.571289
	Iteration 67Q: 3 clusters Score -1410482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1410483.750000 Penalty: 4678.571289
	Iteration 68Q: 3 clusters Score -1410484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1410484.000000 Penalty: 4678.571289
	Iteration 69Q: 3 clusters Score -1410484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1410485.375000 Penalty: 4678.571289
	Iteration 70Q: 3 clusters Score -1410485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1410489.000000 Penalty: 4678.571289
	Iteration 71Q: 3 clusters Score -1410489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1410489.125000 Penalty: 4678.571289
	Iteration 72Q: 3 clusters Score -1410489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1410490.000000 Penalty: 4678.571289
	Iteration 73Q: 3 clusters Score -1410490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1410492.625000 Penalty: 4678.571289
	Iteration 74Q: 3 clusters Score -1410493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1410493.875000 Penalty: 4678.571289
	Iteration 75Q: 3 clusters Score -1410494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1410493.750000 Penalty: 4678.571289
	Iteration 76Q: 3 clusters Score -1410494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1410495.875000 Penalty: 4678.571289
	Iteration 77Q: 3 clusters Score -1410496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1410495.625000 Penalty: 4678.571289
	Iteration 78Q: 3 clusters Score -1410496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1410496.250000 Penalty: 4678.571289
	Iteration 79Q: 3 clusters Score -1410496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1410495.125000 Penalty: 4678.571289
	Iteration 80F: 3 clusters Score -1410495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -286059.625000 Penalty: 1929.618774
	Iteration 0F: 2 clusters Score -286059.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -283167.312500 Penalty: 3859.237549
	Iteration 0F: 3 clusters Score -283167.3 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -283724.281250 Penalty: 3859.237549
	Iteration 1F: 3 clusters Score -283724.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -283836.843750 Penalty: 3859.237549
	Iteration 2F: 3 clusters Score -283836.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -283912.906250 Penalty: 3859.237549
	Iteration 3Q: 3 clusters Score -283912.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -283969.812500 Penalty: 3859.237549
	Iteration 4Q: 3 clusters Score -283969.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -284021.875000 Penalty: 3859.237549
	Iteration 5Q: 3 clusters Score -284021.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -284062.343750 Penalty: 3859.237549
	Iteration 6Q: 3 clusters Score -284062.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -284093.437500 Penalty: 3859.237549
	Iteration 7Q: 3 clusters Score -284093.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -284121.000000 Penalty: 3859.237549
	Iteration 8Q: 3 clusters Score -284121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -284147.343750 Penalty: 3859.237549
	Iteration 9Q: 3 clusters Score -284147.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -284169.125000 Penalty: 3859.237549
	Iteration 10Q: 3 clusters Score -284169.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -284189.406250 Penalty: 3859.237549
	Iteration 11Q: 3 clusters Score -284189.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -284202.531250 Penalty: 3859.237549
	Iteration 12Q: 3 clusters Score -284202.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -284210.000000 Penalty: 3859.237549
	Iteration 13Q: 3 clusters Score -284210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -284218.437500 Penalty: 3859.237549
	Iteration 14Q: 3 clusters Score -284218.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -284226.656250 Penalty: 3859.237549
	Iteration 15Q: 3 clusters Score -284226.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -284235.093750 Penalty: 3859.237549
	Iteration 16Q: 3 clusters Score -284235.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -284247.593750 Penalty: 3859.237549
	Iteration 17Q: 3 clusters Score -284247.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -284259.000000 Penalty: 3859.237549
	Iteration 18Q: 3 clusters Score -284259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -284267.500000 Penalty: 3859.237549
	Iteration 19Q: 3 clusters Score -284267.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -284274.281250 Penalty: 3859.237549
	Iteration 20F: 3 clusters Score -284274.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -284279.312500 Penalty: 3859.237549
	Iteration 21Q: 3 clusters Score -284279.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -284282.500000 Penalty: 3859.237549
	Iteration 22Q: 3 clusters Score -284282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -284284.062500 Penalty: 3859.237549
	Iteration 23Q: 3 clusters Score -284284.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -284285.812500 Penalty: 3859.237549
	Iteration 24Q: 3 clusters Score -284285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -284286.500000 Penalty: 3859.237549
	Iteration 25Q: 3 clusters Score -284286.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -284287.875000 Penalty: 3859.237549
	Iteration 26Q: 3 clusters Score -284287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -284289.187500 Penalty: 3859.237549
	Iteration 27Q: 3 clusters Score -284289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -284289.750000 Penalty: 3859.237549
	Iteration 28Q: 3 clusters Score -284289.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -284293.156250 Penalty: 3859.237549
	Iteration 29Q: 3 clusters Score -284293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -284295.562500 Penalty: 3859.237549
	Iteration 30Q: 3 clusters Score -284295.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -284298.468750 Penalty: 3859.237549
	Iteration 31Q: 3 clusters Score -284298.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -284301.000000 Penalty: 3859.237549
	Iteration 32Q: 3 clusters Score -284301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -284301.000000 Penalty: 3859.237549
	Iteration 33F: 3 clusters Score -284301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -67278.757812 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -67278.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65727.085938 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -65727.09 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65976.335938 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -65976.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66136.515625 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -66136.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66246.804688 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -66246.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66333.546875 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -66333.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66424.382812 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -66424.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66465.554688 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66465.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66507.445312 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66507.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -66548.046875 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66548.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66571.367188 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -66571.37 nChanged 13
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: -66614.664062 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -66614.66 nChanged 14
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: -66664.601562 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -66664.6 nChanged 12
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: -66699.296875 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -66699.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66739.554688 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -66739.55 nChanged 9
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: -66778.734375 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -66778.73 nChanged 5
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: -66792.937500 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -66792.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66810.273438 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -66810.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -66830.742188 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -66830.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -66850.054688 Penalty: 3197.076904
	Iteration 18Q: 3 clusters Score -66850.05 nChanged 5
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: -66894.195312 Penalty: 3197.076904
	Iteration 19Q: 3 clusters Score -66894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -66939.398438 Penalty: 3197.076904
	Iteration 20F: 3 clusters Score -66939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -66977.234375 Penalty: 3197.076904
	Iteration 21Q: 3 clusters Score -66977.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67047.992188 Penalty: 3197.076904
	Iteration 22Q: 3 clusters Score -67047.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -67083.382812 Penalty: 3197.076904
	Iteration 23Q: 3 clusters Score -67083.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -67138.226562 Penalty: 3197.076904
	Iteration 24Q: 3 clusters Score -67138.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -67168.226562 Penalty: 3197.076904
	Iteration 25Q: 3 clusters Score -67168.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -67168.226562 Penalty: 3197.076904
	Iteration 26F: 3 clusters Score -67168.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 14362 members 
Mstep: Class 3 contains 8954 members 
Mstep: Class 4 contains 15470 members 
Mstep: Class 5 contains 107357 members 
Mstep: Class 6 contains 101256 members 
Mstep: Class 7 contains 31422 members 
Mstep: Class 8 contains 156091 members 
Mstep: Class 9 contains 8177 members 
Mstep: Class 10 contains 13553 members 
Mstep: Class 11 contains 43810 members 
Mstep: Class 12 contains 104952 members 
Mstep: Class 13 contains 45787 members 
Mstep: Class 14 contains 254281 members 
Mstep: Class 15 contains 24232 members 
Mstep: Class 16 contains 31964 members 
Mstep: Class 17 contains 49575 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6849 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 9903 members 
Mstep: Class 23 contains 5188 members 
Mstep: Class 24 contains 11550 members 
Mstep: Class 25 contains 7581 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 8502 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 72049 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12489 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157729440.000000 Penalty: 118478.460938
Iteration 279Q: 35 clusters Score -1.577294e+08 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 14198 members 
Mstep: Class 3 contains 8967 members 
Mstep: Class 4 contains 15469 members 
Mstep: Class 5 contains 106432 members 
Mstep: Class 6 contains 101245 members 
Mstep: Class 7 contains 31460 members 
Mstep: Class 8 contains 156364 members 
Mstep: Class 9 contains 8179 members 
Mstep: Class 10 contains 13548 members 
Mstep: Class 11 contains 43771 members 
Mstep: Class 12 contains 105981 members 
Mstep: Class 13 contains 46202 members 
Mstep: Class 14 contains 254320 members 
Mstep: Class 15 contains 24920 members 
Mstep: Class 16 contains 32342 members 
Mstep: Class 17 contains 49583 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6862 members 
Mstep: Class 20 contains 35623 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 5191 members 
Mstep: Class 24 contains 11674 members 
Mstep: Class 25 contains 7590 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8518 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 73006 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12460 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 46072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157733536.000000 Penalty: 118478.460938
Iteration 280F: 35 clusters Score -1.577335e+08 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 8927 members 
Mstep: Class 4 contains 15458 members 
Mstep: Class 5 contains 105468 members 
Mstep: Class 6 contains 101236 members 
Mstep: Class 7 contains 31473 members 
Mstep: Class 8 contains 156380 members 
Mstep: Class 9 contains 8145 members 
Mstep: Class 10 contains 13545 members 
Mstep: Class 11 contains 43710 members 
Mstep: Class 12 contains 105801 members 
Mstep: Class 13 contains 46380 members 
Mstep: Class 14 contains 254073 members 
Mstep: Class 15 contains 25208 members 
Mstep: Class 16 contains 32568 members 
Mstep: Class 17 contains 49578 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6871 members 
Mstep: Class 20 contains 35593 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 10058 members 
Mstep: Class 23 contains 5194 members 
Mstep: Class 24 contains 11797 members 
Mstep: Class 25 contains 7609 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8480 members 
Mstep: Class 28 contains 5623 members 
Mstep: Class 29 contains 73995 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12428 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157734016.000000 Penalty: 118478.460938
Iteration 281Q: 35 clusters Score -1.57734e+08 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 13861 members 
Mstep: Class 3 contains 8910 members 
Mstep: Class 4 contains 15452 members 
Mstep: Class 5 contains 104366 members 
Mstep: Class 6 contains 101220 members 
Mstep: Class 7 contains 31484 members 
Mstep: Class 8 contains 156383 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 13542 members 
Mstep: Class 11 contains 43638 members 
Mstep: Class 12 contains 105726 members 
Mstep: Class 13 contains 46506 members 
Mstep: Class 14 contains 253874 members 
Mstep: Class 15 contains 25458 members 
Mstep: Class 16 contains 32733 members 
Mstep: Class 17 contains 49574 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6883 members 
Mstep: Class 20 contains 35568 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 10122 members 
Mstep: Class 23 contains 5198 members 
Mstep: Class 24 contains 11906 members 
Mstep: Class 25 contains 7623 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8451 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 75123 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12409 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157735024.000000 Penalty: 118478.460938
Iteration 282Q: 35 clusters Score -1.57735e+08 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 13698 members 
Mstep: Class 3 contains 8901 members 
Mstep: Class 4 contains 15447 members 
Mstep: Class 5 contains 103151 members 
Mstep: Class 6 contains 101220 members 
Mstep: Class 7 contains 31486 members 
Mstep: Class 8 contains 156384 members 
Mstep: Class 9 contains 8100 members 
Mstep: Class 10 contains 13534 members 
Mstep: Class 11 contains 43562 members 
Mstep: Class 12 contains 105719 members 
Mstep: Class 13 contains 46600 members 
Mstep: Class 14 contains 253710 members 
Mstep: Class 15 contains 25606 members 
Mstep: Class 16 contains 32891 members 
Mstep: Class 17 contains 49554 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6896 members 
Mstep: Class 20 contains 35537 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 10158 members 
Mstep: Class 23 contains 5200 members 
Mstep: Class 24 contains 11992 members 
Mstep: Class 25 contains 7640 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8435 members 
Mstep: Class 28 contains 5627 members 
Mstep: Class 29 contains 76383 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12387 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736048.000000 Penalty: 118478.460938
Iteration 283Q: 35 clusters Score -1.57736e+08 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 13540 members 
Mstep: Class 3 contains 8899 members 
Mstep: Class 4 contains 15445 members 
Mstep: Class 5 contains 101811 members 
Mstep: Class 6 contains 101214 members 
Mstep: Class 7 contains 31503 members 
Mstep: Class 8 contains 156391 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 13529 members 
Mstep: Class 11 contains 43486 members 
Mstep: Class 12 contains 105730 members 
Mstep: Class 13 contains 46708 members 
Mstep: Class 14 contains 253523 members 
Mstep: Class 15 contains 25741 members 
Mstep: Class 16 contains 33010 members 
Mstep: Class 17 contains 49544 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6909 members 
Mstep: Class 20 contains 35531 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 10218 members 
Mstep: Class 23 contains 5201 members 
Mstep: Class 24 contains 12042 members 
Mstep: Class 25 contains 7654 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 8430 members 
Mstep: Class 28 contains 5626 members 
Mstep: Class 29 contains 77745 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12360 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737104.000000 Penalty: 118478.460938
Iteration 284Q: 35 clusters Score -1.577371e+08 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 13368 members 
Mstep: Class 3 contains 8903 members 
Mstep: Class 4 contains 15442 members 
Mstep: Class 5 contains 100398 members 
Mstep: Class 6 contains 101212 members 
Mstep: Class 7 contains 31501 members 
Mstep: Class 8 contains 156344 members 
Mstep: Class 9 contains 8082 members 
Mstep: Class 10 contains 13516 members 
Mstep: Class 11 contains 43384 members 
Mstep: Class 12 contains 105764 members 
Mstep: Class 13 contains 46805 members 
Mstep: Class 14 contains 253420 members 
Mstep: Class 15 contains 25860 members 
Mstep: Class 16 contains 33140 members 
Mstep: Class 17 contains 49528 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6925 members 
Mstep: Class 20 contains 35526 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 10259 members 
Mstep: Class 23 contains 5202 members 
Mstep: Class 24 contains 12088 members 
Mstep: Class 25 contains 7664 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8430 members 
Mstep: Class 28 contains 5626 members 
Mstep: Class 29 contains 79215 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12351 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737968.000000 Penalty: 118478.460938
Iteration 285Q: 35 clusters Score -1.57738e+08 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 13205 members 
Mstep: Class 3 contains 8896 members 
Mstep: Class 4 contains 15443 members 
Mstep: Class 5 contains 98922 members 
Mstep: Class 6 contains 101216 members 
Mstep: Class 7 contains 31486 members 
Mstep: Class 8 contains 156332 members 
Mstep: Class 9 contains 8054 members 
Mstep: Class 10 contains 13510 members 
Mstep: Class 11 contains 43284 members 
Mstep: Class 12 contains 105801 members 
Mstep: Class 13 contains 46899 members 
Mstep: Class 14 contains 253275 members 
Mstep: Class 15 contains 25945 members 
Mstep: Class 16 contains 33255 members 
Mstep: Class 17 contains 49519 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6934 members 
Mstep: Class 20 contains 35495 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 5202 members 
Mstep: Class 24 contains 12135 members 
Mstep: Class 25 contains 7671 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 8434 members 
Mstep: Class 28 contains 5626 members 
Mstep: Class 29 contains 80809 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12341 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739680.000000 Penalty: 118478.460938
Iteration 286Q: 35 clusters Score -1.577397e+08 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 13051 members 
Mstep: Class 3 contains 8889 members 
Mstep: Class 4 contains 15442 members 
Mstep: Class 5 contains 97355 members 
Mstep: Class 6 contains 101209 members 
Mstep: Class 7 contains 31476 members 
Mstep: Class 8 contains 156289 members 
Mstep: Class 9 contains 8032 members 
Mstep: Class 10 contains 13505 members 
Mstep: Class 11 contains 43198 members 
Mstep: Class 12 contains 105849 members 
Mstep: Class 13 contains 46967 members 
Mstep: Class 14 contains 253194 members 
Mstep: Class 15 contains 25980 members 
Mstep: Class 16 contains 33336 members 
Mstep: Class 17 contains 49515 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 6943 members 
Mstep: Class 20 contains 35478 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 10321 members 
Mstep: Class 23 contains 5202 members 
Mstep: Class 24 contains 12198 members 
Mstep: Class 25 contains 7684 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8430 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 82517 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12339 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740368.000000 Penalty: 118478.460938
Iteration 287Q: 35 clusters Score -1.577404e+08 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8881 members 
Mstep: Class 4 contains 15442 members 
Mstep: Class 5 contains 95721 members 
Mstep: Class 6 contains 101207 members 
Mstep: Class 7 contains 31449 members 
Mstep: Class 8 contains 156174 members 
Mstep: Class 9 contains 8019 members 
Mstep: Class 10 contains 13497 members 
Mstep: Class 11 contains 43098 members 
Mstep: Class 12 contains 105879 members 
Mstep: Class 13 contains 47047 members 
Mstep: Class 14 contains 253152 members 
Mstep: Class 15 contains 26021 members 
Mstep: Class 16 contains 33420 members 
Mstep: Class 17 contains 49511 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6956 members 
Mstep: Class 20 contains 35457 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 10341 members 
Mstep: Class 23 contains 5200 members 
Mstep: Class 24 contains 12254 members 
Mstep: Class 25 contains 7690 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8429 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 84338 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12329 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741280.000000 Penalty: 118478.460938
Iteration 288Q: 35 clusters Score -1.577413e+08 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 12705 members 
Mstep: Class 3 contains 8876 members 
Mstep: Class 4 contains 15440 members 
Mstep: Class 5 contains 94139 members 
Mstep: Class 6 contains 101204 members 
Mstep: Class 7 contains 31431 members 
Mstep: Class 8 contains 156034 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 13488 members 
Mstep: Class 11 contains 43028 members 
Mstep: Class 12 contains 105874 members 
Mstep: Class 13 contains 47111 members 
Mstep: Class 14 contains 253177 members 
Mstep: Class 15 contains 26066 members 
Mstep: Class 16 contains 33504 members 
Mstep: Class 17 contains 49518 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6972 members 
Mstep: Class 20 contains 35438 members 
Mstep: Class 21 contains 4708 members 
Mstep: Class 22 contains 10334 members 
Mstep: Class 23 contains 5201 members 
Mstep: Class 24 contains 12301 members 
Mstep: Class 25 contains 7695 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8429 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 86142 members 
Mstep: Class 30 contains 1546 members 
Mstep: Class 31 contains 12319 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741984.000000 Penalty: 118478.460938
Iteration 289Q: 35 clusters Score -1.57742e+08 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 12517 members 
Mstep: Class 3 contains 8883 members 
Mstep: Class 4 contains 15437 members 
Mstep: Class 5 contains 92494 members 
Mstep: Class 6 contains 101196 members 
Mstep: Class 7 contains 31391 members 
Mstep: Class 8 contains 155845 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 13478 members 
Mstep: Class 11 contains 42936 members 
Mstep: Class 12 contains 105868 members 
Mstep: Class 13 contains 47175 members 
Mstep: Class 14 contains 253241 members 
Mstep: Class 15 contains 26083 members 
Mstep: Class 16 contains 33600 members 
Mstep: Class 17 contains 49525 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6990 members 
Mstep: Class 20 contains 35414 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 5201 members 
Mstep: Class 24 contains 12365 members 
Mstep: Class 25 contains 7700 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8435 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 88028 members 
Mstep: Class 30 contains 1546 members 
Mstep: Class 31 contains 12322 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742448.000000 Penalty: 118478.460938
Iteration 290Q: 35 clusters Score -1.577424e+08 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 12353 members 
Mstep: Class 3 contains 8904 members 
Mstep: Class 4 contains 15433 members 
Mstep: Class 5 contains 90858 members 
Mstep: Class 6 contains 101196 members 
Mstep: Class 7 contains 31334 members 
Mstep: Class 8 contains 155677 members 
Mstep: Class 9 contains 8003 members 
Mstep: Class 10 contains 13470 members 
Mstep: Class 11 contains 42872 members 
Mstep: Class 12 contains 105878 members 
Mstep: Class 13 contains 47222 members 
Mstep: Class 14 contains 253263 members 
Mstep: Class 15 contains 26097 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 49532 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 6996 members 
Mstep: Class 20 contains 35404 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 5202 members 
Mstep: Class 24 contains 12433 members 
Mstep: Class 25 contains 7704 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8440 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 89872 members 
Mstep: Class 30 contains 1546 members 
Mstep: Class 31 contains 12323 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743344.000000 Penalty: 118478.460938
Iteration 291Q: 35 clusters Score -1.577433e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 12180 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 89336 members 
Mstep: Class 6 contains 101192 members 
Mstep: Class 7 contains 31293 members 
Mstep: Class 8 contains 155465 members 
Mstep: Class 9 contains 8000 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 42814 members 
Mstep: Class 12 contains 105918 members 
Mstep: Class 13 contains 47277 members 
Mstep: Class 14 contains 253302 members 
Mstep: Class 15 contains 26091 members 
Mstep: Class 16 contains 33776 members 
Mstep: Class 17 contains 49540 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7003 members 
Mstep: Class 20 contains 35385 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 10223 members 
Mstep: Class 23 contains 5202 members 
Mstep: Class 24 contains 12505 members 
Mstep: Class 25 contains 7709 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 91680 members 
Mstep: Class 30 contains 1546 members 
Mstep: Class 31 contains 12309 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743616.000000 Penalty: 118478.460938
Iteration 292Q: 35 clusters Score -1.577436e+08 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 12032 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 87858 members 
Mstep: Class 6 contains 101186 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 155237 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 42754 members 
Mstep: Class 12 contains 105936 members 
Mstep: Class 13 contains 47347 members 
Mstep: Class 14 contains 253376 members 
Mstep: Class 15 contains 26086 members 
Mstep: Class 16 contains 33824 members 
Mstep: Class 17 contains 49550 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7010 members 
Mstep: Class 20 contains 35385 members 
Mstep: Class 21 contains 4708 members 
Mstep: Class 22 contains 10149 members 
Mstep: Class 23 contains 5202 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 7717 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8444 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 93451 members 
Mstep: Class 30 contains 1546 members 
Mstep: Class 31 contains 12307 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157744544.000000 Penalty: 118478.460938
Iteration 293Q: 35 clusters Score -1.577445e+08 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 11908 members 
Mstep: Class 3 contains 8933 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 86501 members 
Mstep: Class 6 contains 101182 members 
Mstep: Class 7 contains 31175 members 
Mstep: Class 8 contains 155070 members 
Mstep: Class 9 contains 8028 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 42680 members 
Mstep: Class 12 contains 105941 members 
Mstep: Class 13 contains 47432 members 
Mstep: Class 14 contains 253431 members 
Mstep: Class 15 contains 26090 members 
Mstep: Class 16 contains 33872 members 
Mstep: Class 17 contains 49559 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7013 members 
Mstep: Class 20 contains 35370 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 10070 members 
Mstep: Class 23 contains 5204 members 
Mstep: Class 24 contains 12584 members 
Mstep: Class 25 contains 7722 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8446 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 95037 members 
Mstep: Class 30 contains 1546 members 
Mstep: Class 31 contains 12295 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157744608.000000 Penalty: 118478.460938
Iteration 294Q: 35 clusters Score -1.577446e+08 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 11756 members 
Mstep: Class 3 contains 8947 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 85343 members 
Mstep: Class 6 contains 101184 members 
Mstep: Class 7 contains 31143 members 
Mstep: Class 8 contains 154935 members 
Mstep: Class 9 contains 8038 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 42630 members 
Mstep: Class 12 contains 105965 members 
Mstep: Class 13 contains 47485 members 
Mstep: Class 14 contains 253522 members 
Mstep: Class 15 contains 26112 members 
Mstep: Class 16 contains 33905 members 
Mstep: Class 17 contains 49567 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7014 members 
Mstep: Class 20 contains 35359 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 12603 members 
Mstep: Class 25 contains 7728 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8448 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 96389 members 
Mstep: Class 30 contains 1546 members 
Mstep: Class 31 contains 12294 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745104.000000 Penalty: 118478.460938
Iteration 295Q: 35 clusters Score -1.577451e+08 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 11599 members 
Mstep: Class 3 contains 8953 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 84322 members 
Mstep: Class 6 contains 101184 members 
Mstep: Class 7 contains 31114 members 
Mstep: Class 8 contains 154816 members 
Mstep: Class 9 contains 8044 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 42575 members 
Mstep: Class 12 contains 105981 members 
Mstep: Class 13 contains 47535 members 
Mstep: Class 14 contains 253600 members 
Mstep: Class 15 contains 26142 members 
Mstep: Class 16 contains 33957 members 
Mstep: Class 17 contains 49578 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7018 members 
Mstep: Class 20 contains 35358 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9902 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 12612 members 
Mstep: Class 25 contains 7731 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8461 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 97610 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12286 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745392.000000 Penalty: 118478.460938
Iteration 296Q: 35 clusters Score -1.577454e+08 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 11464 members 
Mstep: Class 3 contains 8968 members 
Mstep: Class 4 contains 15422 members 
Mstep: Class 5 contains 83391 members 
Mstep: Class 6 contains 101183 members 
Mstep: Class 7 contains 31083 members 
Mstep: Class 8 contains 154684 members 
Mstep: Class 9 contains 8043 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 42514 members 
Mstep: Class 12 contains 106004 members 
Mstep: Class 13 contains 47568 members 
Mstep: Class 14 contains 253706 members 
Mstep: Class 15 contains 26168 members 
Mstep: Class 16 contains 33991 members 
Mstep: Class 17 contains 49583 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7023 members 
Mstep: Class 20 contains 35359 members 
Mstep: Class 21 contains 4708 members 
Mstep: Class 22 contains 9823 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 12623 members 
Mstep: Class 25 contains 7733 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8468 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 98735 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12280 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745904.000000 Penalty: 118478.460938
Iteration 297Q: 35 clusters Score -1.577459e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 11348 members 
Mstep: Class 3 contains 8977 members 
Mstep: Class 4 contains 15419 members 
Mstep: Class 5 contains 82637 members 
Mstep: Class 6 contains 101180 members 
Mstep: Class 7 contains 31059 members 
Mstep: Class 8 contains 154571 members 
Mstep: Class 9 contains 8034 members 
Mstep: Class 10 contains 13459 members 
Mstep: Class 11 contains 42452 members 
Mstep: Class 12 contains 106032 members 
Mstep: Class 13 contains 47584 members 
Mstep: Class 14 contains 253825 members 
Mstep: Class 15 contains 26188 members 
Mstep: Class 16 contains 34014 members 
Mstep: Class 17 contains 49585 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7028 members 
Mstep: Class 20 contains 35368 members 
Mstep: Class 21 contains 4708 members 
Mstep: Class 22 contains 9735 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 12629 members 
Mstep: Class 25 contains 7734 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8471 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 99684 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12277 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157745792.000000 Penalty: 118478.460938
Iteration 298Q: 35 clusters Score -1.577458e+08 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 11225 members 
Mstep: Class 3 contains 8978 members 
Mstep: Class 4 contains 15415 members 
Mstep: Class 5 contains 82004 members 
Mstep: Class 6 contains 101177 members 
Mstep: Class 7 contains 31043 members 
Mstep: Class 8 contains 154492 members 
Mstep: Class 9 contains 8029 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 42387 members 
Mstep: Class 12 contains 106043 members 
Mstep: Class 13 contains 47638 members 
Mstep: Class 14 contains 253922 members 
Mstep: Class 15 contains 26211 members 
Mstep: Class 16 contains 34019 members 
Mstep: Class 17 contains 49591 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7033 members 
Mstep: Class 20 contains 35371 members 
Mstep: Class 21 contains 4708 members 
Mstep: Class 22 contains 9651 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 7740 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8477 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 100477 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12275 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746144.000000 Penalty: 118478.460938
Iteration 299Q: 35 clusters Score -1.577461e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 11103 members 
Mstep: Class 3 contains 8985 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 81496 members 
Mstep: Class 6 contains 101174 members 
Mstep: Class 7 contains 31024 members 
Mstep: Class 8 contains 154413 members 
Mstep: Class 9 contains 8030 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 42326 members 
Mstep: Class 12 contains 106058 members 
Mstep: Class 13 contains 47664 members 
Mstep: Class 14 contains 254015 members 
Mstep: Class 15 contains 26243 members 
Mstep: Class 16 contains 34010 members 
Mstep: Class 17 contains 49593 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7036 members 
Mstep: Class 20 contains 35375 members 
Mstep: Class 21 contains 4708 members 
Mstep: Class 22 contains 9570 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 12652 members 
Mstep: Class 25 contains 7745 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8479 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 101169 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12273 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746304.000000 Penalty: 118478.460938
Iteration 300F: 35 clusters Score -1.577463e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 10989 members 
Mstep: Class 3 contains 8988 members 
Mstep: Class 4 contains 15411 members 
Mstep: Class 5 contains 81078 members 
Mstep: Class 6 contains 101175 members 
Mstep: Class 7 contains 31015 members 
Mstep: Class 8 contains 154329 members 
Mstep: Class 9 contains 8032 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 42257 members 
Mstep: Class 12 contains 106069 members 
Mstep: Class 13 contains 47680 members 
Mstep: Class 14 contains 254140 members 
Mstep: Class 15 contains 26265 members 
Mstep: Class 16 contains 33995 members 
Mstep: Class 17 contains 49597 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 35379 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 9488 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 7748 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8485 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 101754 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12269 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746384.000000 Penalty: 118478.460938
Iteration 301Q: 35 clusters Score -1.577464e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 10883 members 
Mstep: Class 3 contains 8988 members 
Mstep: Class 4 contains 15410 members 
Mstep: Class 5 contains 80713 members 
Mstep: Class 6 contains 101176 members 
Mstep: Class 7 contains 31004 members 
Mstep: Class 8 contains 154257 members 
Mstep: Class 9 contains 8026 members 
Mstep: Class 10 contains 13460 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 106061 members 
Mstep: Class 13 contains 47712 members 
Mstep: Class 14 contains 254254 members 
Mstep: Class 15 contains 26305 members 
Mstep: Class 16 contains 33977 members 
Mstep: Class 17 contains 49601 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 35398 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 9433 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 7748 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8492 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 102241 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12266 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746304.000000 Penalty: 118478.460938
Iteration 302Q: 35 clusters Score -1.577463e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 10790 members 
Mstep: Class 3 contains 8992 members 
Mstep: Class 4 contains 15411 members 
Mstep: Class 5 contains 80374 members 
Mstep: Class 6 contains 101176 members 
Mstep: Class 7 contains 31001 members 
Mstep: Class 8 contains 154241 members 
Mstep: Class 9 contains 8021 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 42154 members 
Mstep: Class 12 contains 106065 members 
Mstep: Class 13 contains 47761 members 
Mstep: Class 14 contains 254330 members 
Mstep: Class 15 contains 26326 members 
Mstep: Class 16 contains 33958 members 
Mstep: Class 17 contains 49602 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 35415 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 9391 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 7754 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8493 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 102656 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12253 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746128.000000 Penalty: 118478.460938
Iteration 303Q: 35 clusters Score -1.577461e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 10688 members 
Mstep: Class 3 contains 8997 members 
Mstep: Class 4 contains 15410 members 
Mstep: Class 5 contains 80075 members 
Mstep: Class 6 contains 101175 members 
Mstep: Class 7 contains 30993 members 
Mstep: Class 8 contains 154212 members 
Mstep: Class 9 contains 8017 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 42114 members 
Mstep: Class 12 contains 106071 members 
Mstep: Class 13 contains 47778 members 
Mstep: Class 14 contains 254414 members 
Mstep: Class 15 contains 26346 members 
Mstep: Class 16 contains 33953 members 
Mstep: Class 17 contains 49604 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7040 members 
Mstep: Class 20 contains 35420 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 9349 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 12639 members 
Mstep: Class 25 contains 7759 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8498 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 103037 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12258 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746336.000000 Penalty: 118478.460938
Iteration 304Q: 35 clusters Score -1.577463e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 10603 members 
Mstep: Class 3 contains 8992 members 
Mstep: Class 4 contains 15411 members 
Mstep: Class 5 contains 79846 members 
Mstep: Class 6 contains 101175 members 
Mstep: Class 7 contains 30988 members 
Mstep: Class 8 contains 154174 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 42063 members 
Mstep: Class 12 contains 106069 members 
Mstep: Class 13 contains 47783 members 
Mstep: Class 14 contains 254517 members 
Mstep: Class 15 contains 26359 members 
Mstep: Class 16 contains 33937 members 
Mstep: Class 17 contains 49607 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 35430 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 9312 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 12631 members 
Mstep: Class 25 contains 7762 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8502 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 103360 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12257 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746656.000000 Penalty: 118478.460938
Iteration 305Q: 35 clusters Score -1.577467e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 10518 members 
Mstep: Class 3 contains 8986 members 
Mstep: Class 4 contains 15410 members 
Mstep: Class 5 contains 79656 members 
Mstep: Class 6 contains 101175 members 
Mstep: Class 7 contains 30987 members 
Mstep: Class 8 contains 154127 members 
Mstep: Class 9 contains 8017 members 
Mstep: Class 10 contains 13462 members 
Mstep: Class 11 contains 42026 members 
Mstep: Class 12 contains 106074 members 
Mstep: Class 13 contains 47791 members 
Mstep: Class 14 contains 254613 members 
Mstep: Class 15 contains 26375 members 
Mstep: Class 16 contains 33935 members 
Mstep: Class 17 contains 49609 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 35439 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 9274 members 
Mstep: Class 23 contains 5207 members 
Mstep: Class 24 contains 12639 members 
Mstep: Class 25 contains 7763 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8506 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 103614 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12254 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746768.000000 Penalty: 118478.460938
Iteration 306Q: 35 clusters Score -1.577468e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 10416 members 
Mstep: Class 3 contains 8982 members 
Mstep: Class 4 contains 15409 members 
Mstep: Class 5 contains 79490 members 
Mstep: Class 6 contains 101174 members 
Mstep: Class 7 contains 30980 members 
Mstep: Class 8 contains 154063 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 13462 members 
Mstep: Class 11 contains 42002 members 
Mstep: Class 12 contains 106082 members 
Mstep: Class 13 contains 47811 members 
Mstep: Class 14 contains 254730 members 
Mstep: Class 15 contains 26397 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 49610 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 9245 members 
Mstep: Class 23 contains 5207 members 
Mstep: Class 24 contains 12640 members 
Mstep: Class 25 contains 7767 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8503 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 103841 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12260 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746576.000000 Penalty: 118478.460938
Iteration 307Q: 35 clusters Score -1.577466e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 10331 members 
Mstep: Class 3 contains 8978 members 
Mstep: Class 4 contains 15410 members 
Mstep: Class 5 contains 79336 members 
Mstep: Class 6 contains 101173 members 
Mstep: Class 7 contains 30972 members 
Mstep: Class 8 contains 154007 members 
Mstep: Class 9 contains 8005 members 
Mstep: Class 10 contains 13462 members 
Mstep: Class 11 contains 41973 members 
Mstep: Class 12 contains 106084 members 
Mstep: Class 13 contains 47817 members 
Mstep: Class 14 contains 254841 members 
Mstep: Class 15 contains 26423 members 
Mstep: Class 16 contains 33940 members 
Mstep: Class 17 contains 49610 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 35443 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 9225 members 
Mstep: Class 23 contains 5207 members 
Mstep: Class 24 contains 12637 members 
Mstep: Class 25 contains 7771 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8500 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 104044 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12270 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746672.000000 Penalty: 118478.460938
Iteration 308Q: 35 clusters Score -1.577467e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 10256 members 
Mstep: Class 3 contains 8978 members 
Mstep: Class 4 contains 15409 members 
Mstep: Class 5 contains 79211 members 
Mstep: Class 6 contains 101173 members 
Mstep: Class 7 contains 30969 members 
Mstep: Class 8 contains 153961 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 13462 members 
Mstep: Class 11 contains 41945 members 
Mstep: Class 12 contains 106090 members 
Mstep: Class 13 contains 47816 members 
Mstep: Class 14 contains 254945 members 
Mstep: Class 15 contains 26436 members 
Mstep: Class 16 contains 33940 members 
Mstep: Class 17 contains 49611 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 35444 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 9217 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 12638 members 
Mstep: Class 25 contains 7774 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8502 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 104199 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12271 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746576.000000 Penalty: 118478.460938
Iteration 309Q: 35 clusters Score -1.577466e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 10201 members 
Mstep: Class 3 contains 8978 members 
Mstep: Class 4 contains 15407 members 
Mstep: Class 5 contains 79113 members 
Mstep: Class 6 contains 101173 members 
Mstep: Class 7 contains 30963 members 
Mstep: Class 8 contains 153915 members 
Mstep: Class 9 contains 8005 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 41927 members 
Mstep: Class 12 contains 106098 members 
Mstep: Class 13 contains 47819 members 
Mstep: Class 14 contains 255021 members 
Mstep: Class 15 contains 26446 members 
Mstep: Class 16 contains 33950 members 
Mstep: Class 17 contains 49613 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 35442 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9208 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 12643 members 
Mstep: Class 25 contains 7777 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8506 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 104328 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12269 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746720.000000 Penalty: 118478.460938
Iteration 310Q: 35 clusters Score -1.577467e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 10130 members 
Mstep: Class 3 contains 8978 members 
Mstep: Class 4 contains 15406 members 
Mstep: Class 5 contains 79033 members 
Mstep: Class 6 contains 101172 members 
Mstep: Class 7 contains 30964 members 
Mstep: Class 8 contains 153874 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 41908 members 
Mstep: Class 12 contains 106112 members 
Mstep: Class 13 contains 47832 members 
Mstep: Class 14 contains 255105 members 
Mstep: Class 15 contains 26459 members 
Mstep: Class 16 contains 33945 members 
Mstep: Class 17 contains 49613 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 35440 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 9197 members 
Mstep: Class 23 contains 5204 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8506 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 104430 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12271 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747056.000000 Penalty: 118478.460938
Iteration 311Q: 35 clusters Score -1.577471e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 10070 members 
Mstep: Class 3 contains 8981 members 
Mstep: Class 4 contains 15405 members 
Mstep: Class 5 contains 78963 members 
Mstep: Class 6 contains 101173 members 
Mstep: Class 7 contains 30967 members 
Mstep: Class 8 contains 153827 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 10 contains 13462 members 
Mstep: Class 11 contains 41893 members 
Mstep: Class 12 contains 106121 members 
Mstep: Class 13 contains 47849 members 
Mstep: Class 14 contains 255174 members 
Mstep: Class 15 contains 26483 members 
Mstep: Class 16 contains 33946 members 
Mstep: Class 17 contains 49614 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 35434 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 5202 members 
Mstep: Class 24 contains 12641 members 
Mstep: Class 25 contains 7784 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8506 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 104520 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12266 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747088.000000 Penalty: 118478.460938
Iteration 312Q: 35 clusters Score -1.577471e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 10020 members 
Mstep: Class 3 contains 8980 members 
Mstep: Class 4 contains 15403 members 
Mstep: Class 5 contains 78885 members 
Mstep: Class 6 contains 101173 members 
Mstep: Class 7 contains 30965 members 
Mstep: Class 8 contains 153787 members 
Mstep: Class 9 contains 7995 members 
Mstep: Class 10 contains 13460 members 
Mstep: Class 11 contains 41875 members 
Mstep: Class 12 contains 106134 members 
Mstep: Class 13 contains 47866 members 
Mstep: Class 14 contains 255247 members 
Mstep: Class 15 contains 26493 members 
Mstep: Class 16 contains 33944 members 
Mstep: Class 17 contains 49614 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 35429 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 9180 members 
Mstep: Class 23 contains 5203 members 
Mstep: Class 24 contains 12636 members 
Mstep: Class 25 contains 7787 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8507 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 104619 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12265 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747248.000000 Penalty: 118478.460938
Iteration 313Q: 35 clusters Score -1.577472e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 9968 members 
Mstep: Class 3 contains 8980 members 
Mstep: Class 4 contains 15400 members 
Mstep: Class 5 contains 78812 members 
Mstep: Class 6 contains 101172 members 
Mstep: Class 7 contains 30965 members 
Mstep: Class 8 contains 153742 members 
Mstep: Class 9 contains 7991 members 
Mstep: Class 10 contains 13459 members 
Mstep: Class 11 contains 41862 members 
Mstep: Class 12 contains 106143 members 
Mstep: Class 13 contains 47873 members 
Mstep: Class 14 contains 255322 members 
Mstep: Class 15 contains 26510 members 
Mstep: Class 16 contains 33947 members 
Mstep: Class 17 contains 49614 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7042 members 
Mstep: Class 20 contains 35433 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 9168 members 
Mstep: Class 23 contains 5203 members 
Mstep: Class 24 contains 12633 members 
Mstep: Class 25 contains 7788 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8508 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 104708 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12264 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746992.000000 Penalty: 118478.460938
Iteration 314Q: 35 clusters Score -1.57747e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 9916 members 
Mstep: Class 3 contains 8982 members 
Mstep: Class 4 contains 15397 members 
Mstep: Class 5 contains 78734 members 
Mstep: Class 6 contains 101171 members 
Mstep: Class 7 contains 30962 members 
Mstep: Class 8 contains 153687 members 
Mstep: Class 9 contains 7990 members 
Mstep: Class 10 contains 13457 members 
Mstep: Class 11 contains 41850 members 
Mstep: Class 12 contains 106143 members 
Mstep: Class 13 contains 47885 members 
Mstep: Class 14 contains 255415 members 
Mstep: Class 15 contains 26532 members 
Mstep: Class 16 contains 33954 members 
Mstep: Class 17 contains 49615 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7044 members 
Mstep: Class 20 contains 35430 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 9163 members 
Mstep: Class 23 contains 5203 members 
Mstep: Class 24 contains 12630 members 
Mstep: Class 25 contains 7788 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8510 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 104789 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12264 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747216.000000 Penalty: 118478.460938
Iteration 315Q: 35 clusters Score -1.577472e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 9869 members 
Mstep: Class 3 contains 8981 members 
Mstep: Class 4 contains 15394 members 
Mstep: Class 5 contains 78652 members 
Mstep: Class 6 contains 101166 members 
Mstep: Class 7 contains 30961 members 
Mstep: Class 8 contains 153654 members 
Mstep: Class 9 contains 7990 members 
Mstep: Class 10 contains 13457 members 
Mstep: Class 11 contains 41845 members 
Mstep: Class 12 contains 106148 members 
Mstep: Class 13 contains 47896 members 
Mstep: Class 14 contains 255485 members 
Mstep: Class 15 contains 26551 members 
Mstep: Class 16 contains 33947 members 
Mstep: Class 17 contains 49619 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7047 members 
Mstep: Class 20 contains 35427 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 9159 members 
Mstep: Class 23 contains 5203 members 
Mstep: Class 24 contains 12623 members 
Mstep: Class 25 contains 7789 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8512 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 104874 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12267 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747376.000000 Penalty: 118478.460938
Iteration 316Q: 35 clusters Score -1.577474e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 9806 members 
Mstep: Class 3 contains 8983 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 78598 members 
Mstep: Class 6 contains 101166 members 
Mstep: Class 7 contains 30961 members 
Mstep: Class 8 contains 153620 members 
Mstep: Class 9 contains 7991 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 41839 members 
Mstep: Class 12 contains 106159 members 
Mstep: Class 13 contains 47905 members 
Mstep: Class 14 contains 255556 members 
Mstep: Class 15 contains 26561 members 
Mstep: Class 16 contains 33943 members 
Mstep: Class 17 contains 49619 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7048 members 
Mstep: Class 20 contains 35428 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 9150 members 
Mstep: Class 23 contains 5203 members 
Mstep: Class 24 contains 12621 members 
Mstep: Class 25 contains 7789 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8518 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 104940 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12266 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747296.000000 Penalty: 118478.460938
Iteration 317Q: 35 clusters Score -1.577473e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 9750 members 
Mstep: Class 3 contains 8985 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 78568 members 
Mstep: Class 6 contains 101165 members 
Mstep: Class 7 contains 30960 members 
Mstep: Class 8 contains 153578 members 
Mstep: Class 9 contains 7993 members 
Mstep: Class 10 contains 13456 members 
Mstep: Class 11 contains 41835 members 
Mstep: Class 12 contains 106162 members 
Mstep: Class 13 contains 47912 members 
Mstep: Class 14 contains 255601 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 33954 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7049 members 
Mstep: Class 20 contains 35424 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 9140 members 
Mstep: Class 23 contains 5203 members 
Mstep: Class 24 contains 12622 members 
Mstep: Class 25 contains 7789 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8518 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 104987 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12268 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747264.000000 Penalty: 118478.460938
Iteration 318Q: 35 clusters Score -1.577473e+08 nChanged 355
Entering ConstructFrom: 
Score: -157747264.000000 Penalty: 118478.460938
Entering ConstructFrom: 
Trying to split cluster 1 (18982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Entering Unmasked Estep 
Score: -2432210.000000 Penalty: 2443.109131
	Iteration 0F: 2 clusters Score -2432210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2418792.250000 Penalty: 4886.218262
	Iteration 0F: 3 clusters Score -2418792 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2423155.500000 Penalty: 4886.218262
	Iteration 1F: 3 clusters Score -2423156 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2423585.250000 Penalty: 4886.218262
	Iteration 2F: 3 clusters Score -2423585 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2424033.500000 Penalty: 4886.218262
	Iteration 3F: 3 clusters Score -2424034 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2424501.750000 Penalty: 4886.218262
	Iteration 4F: 3 clusters Score -2424502 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2425075.500000 Penalty: 4886.218262
	Iteration 5F: 3 clusters Score -2425076 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2425729.250000 Penalty: 4886.218262
	Iteration 6F: 3 clusters Score -2425729 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2426437.500000 Penalty: 4886.218262
	Iteration 7F: 3 clusters Score -2426438 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2427120.500000 Penalty: 4886.218262
	Iteration 8F: 3 clusters Score -2427120 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2427702.000000 Penalty: 4886.218262
	Iteration 9F: 3 clusters Score -2427702 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2428181.750000 Penalty: 4886.218262
	Iteration 10Q: 3 clusters Score -2428182 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2428623.500000 Penalty: 4886.218262
	Iteration 11Q: 3 clusters Score -2428624 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2429041.250000 Penalty: 4886.218262
	Iteration 12Q: 3 clusters Score -2429041 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2429380.750000 Penalty: 4886.218262
	Iteration 13Q: 3 clusters Score -2429381 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2429627.250000 Penalty: 4886.218262
	Iteration 14Q: 3 clusters Score -2429627 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2429775.250000 Penalty: 4886.218262
	Iteration 15Q: 3 clusters Score -2429775 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2429859.250000 Penalty: 4886.218262
	Iteration 16Q: 3 clusters Score -2429859 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2429914.000000 Penalty: 4886.218262
	Iteration 17Q: 3 clusters Score -2429914 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2429939.000000 Penalty: 4886.218262
	Iteration 18Q: 3 clusters Score -2429939 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2429964.750000 Penalty: 4886.218262
	Iteration 19Q: 3 clusters Score -2429965 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2429983.250000 Penalty: 4886.218262
	Iteration 20F: 3 clusters Score -2429983 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2429992.000000 Penalty: 4886.218262
	Iteration 21Q: 3 clusters Score -2429992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2430000.750000 Penalty: 4886.218262
	Iteration 22Q: 3 clusters Score -2430001 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2429998.500000 Penalty: 4886.218262
	Iteration 23Q: 3 clusters Score -2429998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2430005.750000 Penalty: 4886.218262
	Iteration 24Q: 3 clusters Score -2430006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2430009.000000 Penalty: 4886.218262
	Iteration 25Q: 3 clusters Score -2430009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2430013.750000 Penalty: 4886.218262
	Iteration 26Q: 3 clusters Score -2430014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2430017.250000 Penalty: 4886.218262
	Iteration 27Q: 3 clusters Score -2430017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2430018.250000 Penalty: 4886.218262
	Iteration 28Q: 3 clusters Score -2430018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2430028.000000 Penalty: 4886.218262
	Iteration 29Q: 3 clusters Score -2430028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2430027.000000 Penalty: 4886.218262
	Iteration 30Q: 3 clusters Score -2430027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2430031.500000 Penalty: 4886.218262
	Iteration 31Q: 3 clusters Score -2430032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2430034.250000 Penalty: 4886.218262
	Iteration 32Q: 3 clusters Score -2430034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2430050.000000 Penalty: 4886.218262
	Iteration 33Q: 3 clusters Score -2430050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2430050.500000 Penalty: 4886.218262
	Iteration 34Q: 3 clusters Score -2430050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2430050.000000 Penalty: 4886.218262
	Iteration 35Q: 3 clusters Score -2430050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2430051.500000 Penalty: 4886.218262
	Iteration 36Q: 3 clusters Score -2430052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2430050.000000 Penalty: 4886.218262
	Iteration 37Q: 3 clusters Score -2430050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2430055.750000 Penalty: 4886.218262
	Iteration 38Q: 3 clusters Score -2430056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2430067.750000 Penalty: 4886.218262
	Iteration 39Q: 3 clusters Score -2430068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2430077.500000 Penalty: 4886.218262
	Iteration 40F: 3 clusters Score -2430078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2430088.000000 Penalty: 4886.218262
	Iteration 41Q: 3 clusters Score -2430088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2430094.750000 Penalty: 4886.218262
	Iteration 42Q: 3 clusters Score -2430095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2430106.000000 Penalty: 4886.218262
	Iteration 43Q: 3 clusters Score -2430106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2430115.250000 Penalty: 4886.218262
	Iteration 44Q: 3 clusters Score -2430115 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2430124.750000 Penalty: 4886.218262
	Iteration 45Q: 3 clusters Score -2430125 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2430149.000000 Penalty: 4886.218262
	Iteration 46Q: 3 clusters Score -2430149 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2430159.750000 Penalty: 4886.218262
	Iteration 47Q: 3 clusters Score -2430160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2430185.000000 Penalty: 4886.218262
	Iteration 48Q: 3 clusters Score -2430185 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2430206.000000 Penalty: 4886.218262
	Iteration 49Q: 3 clusters Score -2430206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2430224.250000 Penalty: 4886.218262
	Iteration 50Q: 3 clusters Score -2430224 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2430233.250000 Penalty: 4886.218262
	Iteration 51Q: 3 clusters Score -2430233 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2430242.000000 Penalty: 4886.218262
	Iteration 52Q: 3 clusters Score -2430242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2430261.500000 Penalty: 4886.218262
	Iteration 53Q: 3 clusters Score -2430262 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2430283.250000 Penalty: 4886.218262
	Iteration 54Q: 3 clusters Score -2430283 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2430297.750000 Penalty: 4886.218262
	Iteration 55Q: 3 clusters Score -2430298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2430303.750000 Penalty: 4886.218262
	Iteration 56Q: 3 clusters Score -2430304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2430322.500000 Penalty: 4886.218262
	Iteration 57Q: 3 clusters Score -2430322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2430323.250000 Penalty: 4886.218262
	Iteration 58Q: 3 clusters Score -2430323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2430335.250000 Penalty: 4886.218262
	Iteration 59Q: 3 clusters Score -2430335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2430337.250000 Penalty: 4886.218262
	Iteration 60F: 3 clusters Score -2430337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2430341.500000 Penalty: 4886.218262
	Iteration 61Q: 3 clusters Score -2430342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2430347.750000 Penalty: 4886.218262
	Iteration 62Q: 3 clusters Score -2430348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2430349.750000 Penalty: 4886.218262
	Iteration 63Q: 3 clusters Score -2430350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2430357.750000 Penalty: 4886.218262
	Iteration 64Q: 3 clusters Score -2430358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2430360.750000 Penalty: 4886.218262
	Iteration 65Q: 3 clusters Score -2430361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2430368.250000 Penalty: 4886.218262
	Iteration 66Q: 3 clusters Score -2430368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2430371.750000 Penalty: 4886.218262
	Iteration 67Q: 3 clusters Score -2430372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2430383.000000 Penalty: 4886.218262
	Iteration 68Q: 3 clusters Score -2430383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2430401.500000 Penalty: 4886.218262
	Iteration 69Q: 3 clusters Score -2430402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2430400.250000 Penalty: 4886.218262
	Iteration 70Q: 3 clusters Score -2430400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2430401.500000 Penalty: 4886.218262
	Iteration 71Q: 3 clusters Score -2430402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2430406.750000 Penalty: 4886.218262
	Iteration 72Q: 3 clusters Score -2430407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2430404.250000 Penalty: 4886.218262
	Iteration 73Q: 3 clusters Score -2430404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2430421.000000 Penalty: 4886.218262
	Iteration 74Q: 3 clusters Score -2430421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2430421.000000 Penalty: 4886.218262
	Iteration 75Q: 3 clusters Score -2430421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2430428.750000 Penalty: 4886.218262
	Iteration 76Q: 3 clusters Score -2430429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2430436.000000 Penalty: 4886.218262
	Iteration 77Q: 3 clusters Score -2430436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2430445.250000 Penalty: 4886.218262
	Iteration 78Q: 3 clusters Score -2430445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2430453.750000 Penalty: 4886.218262
	Iteration 79Q: 3 clusters Score -2430454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2430452.000000 Penalty: 4886.218262
	Iteration 80F: 3 clusters Score -2430452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2430456.500000 Penalty: 4886.218262
	Iteration 81Q: 3 clusters Score -2430456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2430459.250000 Penalty: 4886.218262
	Iteration 82Q: 3 clusters Score -2430459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2430458.750000 Penalty: 4886.218262
	Iteration 83Q: 3 clusters Score -2430459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2430457.250000 Penalty: 4886.218262
	Iteration 84Q: 3 clusters Score -2430457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2430461.000000 Penalty: 4886.218262
	Iteration 85Q: 3 clusters Score -2430461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2430470.000000 Penalty: 4886.218262
	Iteration 86Q: 3 clusters Score -2430470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2430470.500000 Penalty: 4886.218262
	Iteration 87Q: 3 clusters Score -2430470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2430473.000000 Penalty: 4886.218262
	Iteration 88Q: 3 clusters Score -2430473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2430472.750000 Penalty: 4886.218262
	Iteration 89Q: 3 clusters Score -2430473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2430474.000000 Penalty: 4886.218262
	Iteration 90Q: 3 clusters Score -2430474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2430474.750000 Penalty: 4886.218262
	Iteration 91Q: 3 clusters Score -2430475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2430476.250000 Penalty: 4886.218262
	Iteration 92Q: 3 clusters Score -2430476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2430478.250000 Penalty: 4886.218262
	Iteration 93Q: 3 clusters Score -2430478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2430481.500000 Penalty: 4886.218262
	Iteration 94Q: 3 clusters Score -2430482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2430487.500000 Penalty: 4886.218262
	Iteration 95Q: 3 clusters Score -2430488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2430487.250000 Penalty: 4886.218262
	Iteration 96Q: 3 clusters Score -2430487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2430489.000000 Penalty: 4886.218262
	Iteration 97Q: 3 clusters Score -2430489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2430491.000000 Penalty: 4886.218262
	Iteration 98Q: 3 clusters Score -2430491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2430495.750000 Penalty: 4886.218262
	Iteration 99Q: 3 clusters Score -2430496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2430492.500000 Penalty: 4886.218262
	Iteration 100F: 3 clusters Score -2430492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2430494.250000 Penalty: 4886.218262
	Iteration 101Q: 3 clusters Score -2430494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2430489.750000 Penalty: 4886.218262
	Iteration 102Q: 3 clusters Score -2430490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2430493.250000 Penalty: 4886.218262
	Iteration 103Q: 3 clusters Score -2430493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2430500.500000 Penalty: 4886.218262
	Iteration 104Q: 3 clusters Score -2430500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2430499.500000 Penalty: 4886.218262
	Iteration 105Q: 3 clusters Score -2430500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2430506.750000 Penalty: 4886.218262
	Iteration 106Q: 3 clusters Score -2430507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2430506.250000 Penalty: 4886.218262
	Iteration 107Q: 3 clusters Score -2430506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2430505.250000 Penalty: 4886.218262
	Iteration 108Q: 3 clusters Score -2430505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2430511.000000 Penalty: 4886.218262
	Iteration 109Q: 3 clusters Score -2430511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2430513.500000 Penalty: 4886.218262
	Iteration 110Q: 3 clusters Score -2430514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2430512.250000 Penalty: 4886.218262
	Iteration 111Q: 3 clusters Score -2430512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2430519.000000 Penalty: 4886.218262
	Iteration 112Q: 3 clusters Score -2430519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2430519.000000 Penalty: 4886.218262
	Iteration 113Q: 3 clusters Score -2430519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2430518.750000 Penalty: 4886.218262
	Iteration 114Q: 3 clusters Score -2430519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2430520.500000 Penalty: 4886.218262
	Iteration 115Q: 3 clusters Score -2430520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2430522.000000 Penalty: 4886.218262
	Iteration 116Q: 3 clusters Score -2430522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2430525.500000 Penalty: 4886.218262
	Iteration 117Q: 3 clusters Score -2430526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2430530.500000 Penalty: 4886.218262
	Iteration 118Q: 3 clusters Score -2430530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2430533.250000 Penalty: 4886.218262
	Iteration 119Q: 3 clusters Score -2430533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2430533.250000 Penalty: 4886.218262
	Iteration 120F: 3 clusters Score -2430533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2430536.750000 Penalty: 4886.218262
	Iteration 121Q: 3 clusters Score -2430537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2430533.250000 Penalty: 4886.218262
	Iteration 122Q: 3 clusters Score -2430533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2430531.750000 Penalty: 4886.218262
	Iteration 123Q: 3 clusters Score -2430532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2430532.250000 Penalty: 4886.218262
	Iteration 124Q: 3 clusters Score -2430532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2430535.000000 Penalty: 4886.218262
	Iteration 125Q: 3 clusters Score -2430535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2430542.250000 Penalty: 4886.218262
	Iteration 126Q: 3 clusters Score -2430542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2430550.000000 Penalty: 4886.218262
	Iteration 127Q: 3 clusters Score -2430550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2430550.000000 Penalty: 4886.218262
	Iteration 128Q: 3 clusters Score -2430550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2430556.750000 Penalty: 4886.218262
	Iteration 129Q: 3 clusters Score -2430557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2430560.500000 Penalty: 4886.218262
	Iteration 130Q: 3 clusters Score -2430560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2430556.000000 Penalty: 4886.218262
	Iteration 131Q: 3 clusters Score -2430556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2430554.750000 Penalty: 4886.218262
	Iteration 132Q: 3 clusters Score -2430555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2430556.500000 Penalty: 4886.218262
	Iteration 133Q: 3 clusters Score -2430556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2430554.500000 Penalty: 4886.218262
	Iteration 134Q: 3 clusters Score -2430554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2430560.250000 Penalty: 4886.218262
	Iteration 135Q: 3 clusters Score -2430560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2430563.500000 Penalty: 4886.218262
	Iteration 136Q: 3 clusters Score -2430564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2430564.250000 Penalty: 4886.218262
	Iteration 137Q: 3 clusters Score -2430564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2430572.750000 Penalty: 4886.218262
	Iteration 138Q: 3 clusters Score -2430573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2430573.250000 Penalty: 4886.218262
	Iteration 139Q: 3 clusters Score -2430573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2430578.500000 Penalty: 4886.218262
	Iteration 140F: 3 clusters Score -2430578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2430583.750000 Penalty: 4886.218262
	Iteration 141Q: 3 clusters Score -2430584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2430577.000000 Penalty: 4886.218262
	Iteration 142Q: 3 clusters Score -2430577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2430578.750000 Penalty: 4886.218262
	Iteration 143Q: 3 clusters Score -2430579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2430585.000000 Penalty: 4886.218262
	Iteration 144Q: 3 clusters Score -2430585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2430589.250000 Penalty: 4886.218262
	Iteration 145Q: 3 clusters Score -2430589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2430587.000000 Penalty: 4886.218262
	Iteration 146Q: 3 clusters Score -2430587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2430588.000000 Penalty: 4886.218262
	Iteration 147Q: 3 clusters Score -2430588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2430588.250000 Penalty: 4886.218262
	Iteration 148Q: 3 clusters Score -2430588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2430595.000000 Penalty: 4886.218262
	Iteration 149Q: 3 clusters Score -2430595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2430596.000000 Penalty: 4886.218262
	Iteration 150Q: 3 clusters Score -2430596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2430595.750000 Penalty: 4886.218262
	Iteration 151Q: 3 clusters Score -2430596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2430596.500000 Penalty: 4886.218262
	Iteration 152Q: 3 clusters Score -2430596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2430600.750000 Penalty: 4886.218262
	Iteration 153Q: 3 clusters Score -2430601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2430602.750000 Penalty: 4886.218262
	Iteration 154Q: 3 clusters Score -2430603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2430599.750000 Penalty: 4886.218262
	Iteration 155Q: 3 clusters Score -2430600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2430601.750000 Penalty: 4886.218262
	Iteration 156Q: 3 clusters Score -2430602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2430597.750000 Penalty: 4886.218262
	Iteration 157Q: 3 clusters Score -2430598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2430603.000000 Penalty: 4886.218262
	Iteration 158Q: 3 clusters Score -2430603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2430603.750000 Penalty: 4886.218262
	Iteration 159Q: 3 clusters Score -2430604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2430604.750000 Penalty: 4886.218262
	Iteration 160F: 3 clusters Score -2430605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2430608.750000 Penalty: 4886.218262
	Iteration 161Q: 3 clusters Score -2430609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2430611.250000 Penalty: 4886.218262
	Iteration 162Q: 3 clusters Score -2430611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2430607.750000 Penalty: 4886.218262
	Iteration 163Q: 3 clusters Score -2430608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2430608.750000 Penalty: 4886.218262
	Iteration 164Q: 3 clusters Score -2430609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2430608.750000 Penalty: 4886.218262
	Iteration 165F: 3 clusters Score -2430609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Entering Unmasked Estep 
Score: -1259194.375000 Penalty: 2277.095947
	Iteration 0F: 2 clusters Score -1259194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1251728.500000 Penalty: 4554.191895
	Iteration 0F: 3 clusters Score -1251728 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1253880.500000 Penalty: 4554.191895
	Iteration 1F: 3 clusters Score -1253880 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1254182.000000 Penalty: 4554.191895
	Iteration 2F: 3 clusters Score -1254182 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1254393.750000 Penalty: 4554.191895
	Iteration 3Q: 3 clusters Score -1254394 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1254562.750000 Penalty: 4554.191895
	Iteration 4Q: 3 clusters Score -1254563 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1254707.625000 Penalty: 4554.191895
	Iteration 5Q: 3 clusters Score -1254708 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1254843.125000 Penalty: 4554.191895
	Iteration 6Q: 3 clusters Score -1254843 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1254980.750000 Penalty: 4554.191895
	Iteration 7Q: 3 clusters Score -1254981 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1255130.375000 Penalty: 4554.191895
	Iteration 8Q: 3 clusters Score -1255130 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1255306.625000 Penalty: 4554.191895
	Iteration 9Q: 3 clusters Score -1255307 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1255505.875000 Penalty: 4554.191895
	Iteration 10Q: 3 clusters Score -1255506 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1255734.000000 Penalty: 4554.191895
	Iteration 11Q: 3 clusters Score -1255734 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1255973.250000 Penalty: 4554.191895
	Iteration 12Q: 3 clusters Score -1255973 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1256224.750000 Penalty: 4554.191895
	Iteration 13Q: 3 clusters Score -1256225 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1256421.625000 Penalty: 4554.191895
	Iteration 14Q: 3 clusters Score -1256422 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1256570.750000 Penalty: 4554.191895
	Iteration 15Q: 3 clusters Score -1256571 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1256675.625000 Penalty: 4554.191895
	Iteration 16Q: 3 clusters Score -1256676 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1256733.750000 Penalty: 4554.191895
	Iteration 17Q: 3 clusters Score -1256734 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1256786.625000 Penalty: 4554.191895
	Iteration 18Q: 3 clusters Score -1256787 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1256833.000000 Penalty: 4554.191895
	Iteration 19Q: 3 clusters Score -1256833 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1256870.750000 Penalty: 4554.191895
	Iteration 20F: 3 clusters Score -1256871 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1256912.875000 Penalty: 4554.191895
	Iteration 21Q: 3 clusters Score -1256913 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1256965.375000 Penalty: 4554.191895
	Iteration 22Q: 3 clusters Score -1256965 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1256998.875000 Penalty: 4554.191895
	Iteration 23Q: 3 clusters Score -1256999 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1257023.875000 Penalty: 4554.191895
	Iteration 24Q: 3 clusters Score -1257024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1257042.625000 Penalty: 4554.191895
	Iteration 25Q: 3 clusters Score -1257043 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1257061.375000 Penalty: 4554.191895
	Iteration 26Q: 3 clusters Score -1257061 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1257074.000000 Penalty: 4554.191895
	Iteration 27Q: 3 clusters Score -1257074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1257083.125000 Penalty: 4554.191895
	Iteration 28Q: 3 clusters Score -1257083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1257088.625000 Penalty: 4554.191895
	Iteration 29Q: 3 clusters Score -1257089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1257094.250000 Penalty: 4554.191895
	Iteration 30Q: 3 clusters Score -1257094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1257102.125000 Penalty: 4554.191895
	Iteration 31Q: 3 clusters Score -1257102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1257098.625000 Penalty: 4554.191895
	Iteration 32Q: 3 clusters Score -1257099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1257105.125000 Penalty: 4554.191895
	Iteration 33Q: 3 clusters Score -1257105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1257104.000000 Penalty: 4554.191895
	Iteration 34Q: 3 clusters Score -1257104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1257112.625000 Penalty: 4554.191895
	Iteration 35Q: 3 clusters Score -1257113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1257111.375000 Penalty: 4554.191895
	Iteration 36Q: 3 clusters Score -1257111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1257114.000000 Penalty: 4554.191895
	Iteration 37Q: 3 clusters Score -1257114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1257114.250000 Penalty: 4554.191895
	Iteration 38Q: 3 clusters Score -1257114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1257115.000000 Penalty: 4554.191895
	Iteration 39Q: 3 clusters Score -1257115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1257114.625000 Penalty: 4554.191895
	Iteration 40F: 3 clusters Score -1257115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1257116.000000 Penalty: 4554.191895
	Iteration 41Q: 3 clusters Score -1257116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1257117.500000 Penalty: 4554.191895
	Iteration 42Q: 3 clusters Score -1257118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1257121.375000 Penalty: 4554.191895
	Iteration 43Q: 3 clusters Score -1257121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1257122.000000 Penalty: 4554.191895
	Iteration 44Q: 3 clusters Score -1257122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1257123.875000 Penalty: 4554.191895
	Iteration 45Q: 3 clusters Score -1257124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1257123.375000 Penalty: 4554.191895
	Iteration 46Q: 3 clusters Score -1257123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1257122.000000 Penalty: 4554.191895
	Iteration 47Q: 3 clusters Score -1257122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1257122.625000 Penalty: 4554.191895
	Iteration 48Q: 3 clusters Score -1257123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1257124.000000 Penalty: 4554.191895
	Iteration 49Q: 3 clusters Score -1257124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1257126.125000 Penalty: 4554.191895
	Iteration 50Q: 3 clusters Score -1257126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1257128.125000 Penalty: 4554.191895
	Iteration 51Q: 3 clusters Score -1257128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1257126.375000 Penalty: 4554.191895
	Iteration 52Q: 3 clusters Score -1257126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1257128.125000 Penalty: 4554.191895
	Iteration 53Q: 3 clusters Score -1257128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1257128.250000 Penalty: 4554.191895
	Iteration 54Q: 3 clusters Score -1257128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1257127.125000 Penalty: 4554.191895
	Iteration 55Q: 3 clusters Score -1257127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1257127.750000 Penalty: 4554.191895
	Iteration 56Q: 3 clusters Score -1257128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1257127.500000 Penalty: 4554.191895
	Iteration 57Q: 3 clusters Score -1257128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1257126.500000 Penalty: 4554.191895
	Iteration 58Q: 3 clusters Score -1257126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1257128.250000 Penalty: 4554.191895
	Iteration 59Q: 3 clusters Score -1257128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1257130.375000 Penalty: 4554.191895
	Iteration 60F: 3 clusters Score -1257130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1257129.125000 Penalty: 4554.191895
	Iteration 61Q: 3 clusters Score -1257129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1257129.125000 Penalty: 4554.191895
	Iteration 62F: 3 clusters Score -1257129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -1082888.000000 Penalty: 2257.648926
	Iteration 0F: 2 clusters Score -1082888 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 4491 members 
Entering Unmasked Estep 
Score: -1075803.375000 Penalty: 4515.297852
	Iteration 0F: 3 clusters Score -1075803 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1077955.750000 Penalty: 4515.297852
	Iteration 1F: 3 clusters Score -1077956 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1078365.750000 Penalty: 4515.297852
	Iteration 2F: 3 clusters Score -1078366 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1078701.375000 Penalty: 4515.297852
	Iteration 3F: 3 clusters Score -1078701 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1079050.500000 Penalty: 4515.297852
	Iteration 4F: 3 clusters Score -1079050 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1079459.000000 Penalty: 4515.297852
	Iteration 5F: 3 clusters Score -1079459 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1079895.375000 Penalty: 4515.297852
	Iteration 6F: 3 clusters Score -1079895 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1080307.500000 Penalty: 4515.297852
	Iteration 7F: 3 clusters Score -1080308 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1080711.750000 Penalty: 4515.297852
	Iteration 8F: 3 clusters Score -1080712 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1081029.625000 Penalty: 4515.297852
	Iteration 9Q: 3 clusters Score -1081030 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1081237.625000 Penalty: 4515.297852
	Iteration 10Q: 3 clusters Score -1081238 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1081386.750000 Penalty: 4515.297852
	Iteration 11Q: 3 clusters Score -1081387 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1081507.250000 Penalty: 4515.297852
	Iteration 12Q: 3 clusters Score -1081507 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1081622.750000 Penalty: 4515.297852
	Iteration 13Q: 3 clusters Score -1081623 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1081732.250000 Penalty: 4515.297852
	Iteration 14Q: 3 clusters Score -1081732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1081856.500000 Penalty: 4515.297852
	Iteration 15Q: 3 clusters Score -1081856 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1082000.750000 Penalty: 4515.297852
	Iteration 16Q: 3 clusters Score -1082001 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1082106.125000 Penalty: 4515.297852
	Iteration 17Q: 3 clusters Score -1082106 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1082152.000000 Penalty: 4515.297852
	Iteration 18Q: 3 clusters Score -1082152 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1082188.875000 Penalty: 4515.297852
	Iteration 19Q: 3 clusters Score -1082189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1082210.750000 Penalty: 4515.297852
	Iteration 20F: 3 clusters Score -1082211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1082226.250000 Penalty: 4515.297852
	Iteration 21Q: 3 clusters Score -1082226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1082234.125000 Penalty: 4515.297852
	Iteration 22Q: 3 clusters Score -1082234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1082239.000000 Penalty: 4515.297852
	Iteration 23Q: 3 clusters Score -1082239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1082242.750000 Penalty: 4515.297852
	Iteration 24Q: 3 clusters Score -1082243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1082243.375000 Penalty: 4515.297852
	Iteration 25Q: 3 clusters Score -1082243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1082245.000000 Penalty: 4515.297852
	Iteration 26Q: 3 clusters Score -1082245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1082248.000000 Penalty: 4515.297852
	Iteration 27Q: 3 clusters Score -1082248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1082249.250000 Penalty: 4515.297852
	Iteration 28Q: 3 clusters Score -1082249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1082248.000000 Penalty: 4515.297852
	Iteration 29Q: 3 clusters Score -1082248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1082248.250000 Penalty: 4515.297852
	Iteration 30Q: 3 clusters Score -1082248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1082251.250000 Penalty: 4515.297852
	Iteration 31Q: 3 clusters Score -1082251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1082252.875000 Penalty: 4515.297852
	Iteration 32Q: 3 clusters Score -1082253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1082251.875000 Penalty: 4515.297852
	Iteration 33Q: 3 clusters Score -1082252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1082252.750000 Penalty: 4515.297852
	Iteration 34Q: 3 clusters Score -1082253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1082252.750000 Penalty: 4515.297852
	Iteration 35F: 3 clusters Score -1082253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Entering Unmasked Estep 
Score: -1932358.625000 Penalty: 2391.085205
	Iteration 0F: 2 clusters Score -1932359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1921202.125000 Penalty: 4782.170410
	Iteration 0F: 3 clusters Score -1921202 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1924731.000000 Penalty: 4782.170410
	Iteration 1F: 3 clusters Score -1924731 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1925066.750000 Penalty: 4782.170410
	Iteration 2F: 3 clusters Score -1925067 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1925353.250000 Penalty: 4782.170410
	Iteration 3Q: 3 clusters Score -1925353 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1925604.250000 Penalty: 4782.170410
	Iteration 4Q: 3 clusters Score -1925604 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1925878.500000 Penalty: 4782.170410
	Iteration 5Q: 3 clusters Score -1925878 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1926149.500000 Penalty: 4782.170410
	Iteration 6Q: 3 clusters Score -1926150 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1926398.125000 Penalty: 4782.170410
	Iteration 7Q: 3 clusters Score -1926398 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1926673.375000 Penalty: 4782.170410
	Iteration 8Q: 3 clusters Score -1926673 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1926926.750000 Penalty: 4782.170410
	Iteration 9Q: 3 clusters Score -1926927 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1927181.250000 Penalty: 4782.170410
	Iteration 10Q: 3 clusters Score -1927181 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1927421.375000 Penalty: 4782.170410
	Iteration 11Q: 3 clusters Score -1927421 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1927669.125000 Penalty: 4782.170410
	Iteration 12Q: 3 clusters Score -1927669 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1927866.500000 Penalty: 4782.170410
	Iteration 13Q: 3 clusters Score -1927866 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1928101.875000 Penalty: 4782.170410
	Iteration 14Q: 3 clusters Score -1928102 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1928322.375000 Penalty: 4782.170410
	Iteration 15Q: 3 clusters Score -1928322 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1928523.625000 Penalty: 4782.170410
	Iteration 16Q: 3 clusters Score -1928524 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1928691.750000 Penalty: 4782.170410
	Iteration 17Q: 3 clusters Score -1928692 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1928861.125000 Penalty: 4782.170410
	Iteration 18Q: 3 clusters Score -1928861 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1929016.625000 Penalty: 4782.170410
	Iteration 19Q: 3 clusters Score -1929017 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1929155.000000 Penalty: 4782.170410
	Iteration 20F: 3 clusters Score -1929155 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1929301.250000 Penalty: 4782.170410
	Iteration 21Q: 3 clusters Score -1929301 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1929420.875000 Penalty: 4782.170410
	Iteration 22Q: 3 clusters Score -1929421 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1929543.250000 Penalty: 4782.170410
	Iteration 23Q: 3 clusters Score -1929543 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1929673.500000 Penalty: 4782.170410
	Iteration 24Q: 3 clusters Score -1929674 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1929799.500000 Penalty: 4782.170410
	Iteration 25Q: 3 clusters Score -1929800 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1929921.375000 Penalty: 4782.170410
	Iteration 26Q: 3 clusters Score -1929921 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1930007.875000 Penalty: 4782.170410
	Iteration 27Q: 3 clusters Score -1930008 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1930094.625000 Penalty: 4782.170410
	Iteration 28Q: 3 clusters Score -1930095 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1930157.125000 Penalty: 4782.170410
	Iteration 29Q: 3 clusters Score -1930157 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1930203.875000 Penalty: 4782.170410
	Iteration 30Q: 3 clusters Score -1930204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1930243.250000 Penalty: 4782.170410
	Iteration 31Q: 3 clusters Score -1930243 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1930283.625000 Penalty: 4782.170410
	Iteration 32Q: 3 clusters Score -1930284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1930322.000000 Penalty: 4782.170410
	Iteration 33Q: 3 clusters Score -1930322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1930354.375000 Penalty: 4782.170410
	Iteration 34Q: 3 clusters Score -1930354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1930387.000000 Penalty: 4782.170410
	Iteration 35Q: 3 clusters Score -1930387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1930401.625000 Penalty: 4782.170410
	Iteration 36Q: 3 clusters Score -1930402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1930417.750000 Penalty: 4782.170410
	Iteration 37Q: 3 clusters Score -1930418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1930428.000000 Penalty: 4782.170410
	Iteration 38Q: 3 clusters Score -1930428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1930436.125000 Penalty: 4782.170410
	Iteration 39Q: 3 clusters Score -1930436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1930440.750000 Penalty: 4782.170410
	Iteration 40F: 3 clusters Score -1930441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1930448.750000 Penalty: 4782.170410
	Iteration 41Q: 3 clusters Score -1930449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1930457.500000 Penalty: 4782.170410
	Iteration 42Q: 3 clusters Score -1930458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1930463.750000 Penalty: 4782.170410
	Iteration 43Q: 3 clusters Score -1930464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1930467.125000 Penalty: 4782.170410
	Iteration 44Q: 3 clusters Score -1930467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1930469.125000 Penalty: 4782.170410
	Iteration 45Q: 3 clusters Score -1930469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1930471.875000 Penalty: 4782.170410
	Iteration 46Q: 3 clusters Score -1930472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1930472.625000 Penalty: 4782.170410
	Iteration 47Q: 3 clusters Score -1930473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1930472.625000 Penalty: 4782.170410
	Iteration 48Q: 3 clusters Score -1930473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1930471.125000 Penalty: 4782.170410
	Iteration 49Q: 3 clusters Score -1930471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1930471.125000 Penalty: 4782.170410
	Iteration 50F: 3 clusters Score -1930471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (78545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Entering Unmasked Estep 
Score: -10153095.000000 Penalty: 2795.313965
	Iteration 0F: 2 clusters Score -1.01531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -10100620.000000 Penalty: 5590.627930
	Iteration 0F: 3 clusters Score -1.010062e+07 nChanged 36859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -10121276.000000 Penalty: 5590.627930
	Iteration 1F: 3 clusters Score -1.012128e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -10121865.000000 Penalty: 5590.627930
	Iteration 2Q: 3 clusters Score -1.012186e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -10122601.000000 Penalty: 5590.627930
	Iteration 3Q: 3 clusters Score -1.01226e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -10123391.000000 Penalty: 5590.627930
	Iteration 4Q: 3 clusters Score -1.012339e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -10124400.000000 Penalty: 5590.627930
	Iteration 5Q: 3 clusters Score -1.01244e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -10125381.000000 Penalty: 5590.627930
	Iteration 6Q: 3 clusters Score -1.012538e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -10126662.000000 Penalty: 5590.627930
	Iteration 7Q: 3 clusters Score -1.012666e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -10128007.000000 Penalty: 5590.627930
	Iteration 8Q: 3 clusters Score -1.012801e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -10129466.000000 Penalty: 5590.627930
	Iteration 9Q: 3 clusters Score -1.012947e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -10131067.000000 Penalty: 5590.627930
	Iteration 10Q: 3 clusters Score -1.013107e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -10132717.000000 Penalty: 5590.627930
	Iteration 11Q: 3 clusters Score -1.013272e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -10134718.000000 Penalty: 5590.627930
	Iteration 12Q: 3 clusters Score -1.013472e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -10137052.000000 Penalty: 5590.627930
	Iteration 13Q: 3 clusters Score -1.013705e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -10139784.000000 Penalty: 5590.627930
	Iteration 14F: 3 clusters Score -1.013978e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -10142462.000000 Penalty: 5590.627930
	Iteration 15F: 3 clusters Score -1.014246e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -10144842.000000 Penalty: 5590.627930
	Iteration 16Q: 3 clusters Score -1.014484e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -10146933.000000 Penalty: 5590.627930
	Iteration 17Q: 3 clusters Score -1.014693e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -10148348.000000 Penalty: 5590.627930
	Iteration 18Q: 3 clusters Score -1.014835e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -10149233.000000 Penalty: 5590.627930
	Iteration 19Q: 3 clusters Score -1.014923e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -10149771.000000 Penalty: 5590.627930
	Iteration 20F: 3 clusters Score -1.014977e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -10150096.000000 Penalty: 5590.627930
	Iteration 21Q: 3 clusters Score -1.01501e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10150252.000000 Penalty: 5590.627930
	Iteration 22Q: 3 clusters Score -1.015025e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -10150412.000000 Penalty: 5590.627930
	Iteration 23Q: 3 clusters Score -1.015041e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10150489.000000 Penalty: 5590.627930
	Iteration 24Q: 3 clusters Score -1.015049e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10150543.000000 Penalty: 5590.627930
	Iteration 25Q: 3 clusters Score -1.015054e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10150606.000000 Penalty: 5590.627930
	Iteration 26Q: 3 clusters Score -1.015061e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10150649.000000 Penalty: 5590.627930
	Iteration 27Q: 3 clusters Score -1.015065e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77811 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10150693.000000 Penalty: 5590.627930
	Iteration 28Q: 3 clusters Score -1.015069e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77834 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10150702.000000 Penalty: 5590.627930
	Iteration 29Q: 3 clusters Score -1.01507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10150711.000000 Penalty: 5590.627930
	Iteration 30Q: 3 clusters Score -1.015071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10150712.000000 Penalty: 5590.627930
	Iteration 31Q: 3 clusters Score -1.015071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10150724.000000 Penalty: 5590.627930
	Iteration 32Q: 3 clusters Score -1.015072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10150715.000000 Penalty: 5590.627930
	Iteration 33Q: 3 clusters Score -1.015072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -10150715.000000 Penalty: 5590.627930
	Iteration 34Q: 3 clusters Score -1.015072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10150723.000000 Penalty: 5590.627930
	Iteration 35Q: 3 clusters Score -1.015072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10150736.000000 Penalty: 5590.627930
	Iteration 36Q: 3 clusters Score -1.015074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10150755.000000 Penalty: 5590.627930
	Iteration 37Q: 3 clusters Score -1.015076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77913 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10150766.000000 Penalty: 5590.627930
	Iteration 38Q: 3 clusters Score -1.015077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10150764.000000 Penalty: 5590.627930
	Iteration 39Q: 3 clusters Score -1.015076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77919 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10150765.000000 Penalty: 5590.627930
	Iteration 40F: 3 clusters Score -1.015076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77922 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10150767.000000 Penalty: 5590.627930
	Iteration 41Q: 3 clusters Score -1.015077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77922 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10150767.000000 Penalty: 5590.627930
	Iteration 42F: 3 clusters Score -1.015077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101164 members 
Entering Unmasked Estep 
Score: -12748806.000000 Penalty: 2858.075439
	Iteration 0F: 2 clusters Score -1.274881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -12681094.000000 Penalty: 5716.150879
	Iteration 0F: 3 clusters Score -1.268109e+07 nChanged 47940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -12708841.000000 Penalty: 5716.150879
	Iteration 1F: 3 clusters Score -1.270884e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -12710004.000000 Penalty: 5716.150879
	Iteration 2Q: 3 clusters Score -1.271e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -12711594.000000 Penalty: 5716.150879
	Iteration 3Q: 3 clusters Score -1.271159e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -12713493.000000 Penalty: 5716.150879
	Iteration 4Q: 3 clusters Score -1.271349e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -12716147.000000 Penalty: 5716.150879
	Iteration 5F: 3 clusters Score -1.271615e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -12719112.000000 Penalty: 5716.150879
	Iteration 6F: 3 clusters Score -1.271911e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -12721468.000000 Penalty: 5716.150879
	Iteration 7F: 3 clusters Score -1.272147e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -12723458.000000 Penalty: 5716.150879
	Iteration 8Q: 3 clusters Score -1.272346e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -12724869.000000 Penalty: 5716.150879
	Iteration 9Q: 3 clusters Score -1.272487e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -12725910.000000 Penalty: 5716.150879
	Iteration 10Q: 3 clusters Score -1.272591e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -12726895.000000 Penalty: 5716.150879
	Iteration 11Q: 3 clusters Score -1.27269e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -12727820.000000 Penalty: 5716.150879
	Iteration 12Q: 3 clusters Score -1.272782e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -12729091.000000 Penalty: 5716.150879
	Iteration 13Q: 3 clusters Score -1.272909e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -12730755.000000 Penalty: 5716.150879
	Iteration 14Q: 3 clusters Score -1.273076e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 82768 members 
Entering Unmasked Estep 
Score: -12732924.000000 Penalty: 5716.150879
	Iteration 15Q: 3 clusters Score -1.273292e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 87048 members 
Entering Unmasked Estep 
Score: -12735793.000000 Penalty: 5716.150879
	Iteration 16Q: 3 clusters Score -1.273579e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 91113 members 
Entering Unmasked Estep 
Score: -12738848.000000 Penalty: 5716.150879
	Iteration 17Q: 3 clusters Score -1.273885e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 94594 members 
Entering Unmasked Estep 
Score: -12741659.000000 Penalty: 5716.150879
	Iteration 18Q: 3 clusters Score -1.274166e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -12743656.000000 Penalty: 5716.150879
	Iteration 19Q: 3 clusters Score -1.274366e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 98658 members 
Entering Unmasked Estep 
Score: -12744872.000000 Penalty: 5716.150879
	Iteration 20F: 3 clusters Score -1.274487e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -12745514.000000 Penalty: 5716.150879
	Iteration 21Q: 3 clusters Score -1.274551e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 99909 members 
Entering Unmasked Estep 
Score: -12745847.000000 Penalty: 5716.150879
	Iteration 22Q: 3 clusters Score -1.274585e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 100122 members 
Entering Unmasked Estep 
Score: -12746031.000000 Penalty: 5716.150879
	Iteration 23Q: 3 clusters Score -1.274603e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 100245 members 
Entering Unmasked Estep 
Score: -12746189.000000 Penalty: 5716.150879
	Iteration 24Q: 3 clusters Score -1.274619e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 100310 members 
Entering Unmasked Estep 
Score: -12746323.000000 Penalty: 5716.150879
	Iteration 25Q: 3 clusters Score -1.274632e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -12746391.000000 Penalty: 5716.150879
	Iteration 26Q: 3 clusters Score -1.274639e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -12746421.000000 Penalty: 5716.150879
	Iteration 27Q: 3 clusters Score -1.274642e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100418 members 
Entering Unmasked Estep 
Score: -12746464.000000 Penalty: 5716.150879
	Iteration 28Q: 3 clusters Score -1.274646e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 100431 members 
Entering Unmasked Estep 
Score: -12746490.000000 Penalty: 5716.150879
	Iteration 29Q: 3 clusters Score -1.274649e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -12746552.000000 Penalty: 5716.150879
	Iteration 30Q: 3 clusters Score -1.274655e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 100459 members 
Entering Unmasked Estep 
Score: -12746626.000000 Penalty: 5716.150879
	Iteration 31Q: 3 clusters Score -1.274663e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -12746680.000000 Penalty: 5716.150879
	Iteration 32Q: 3 clusters Score -1.274668e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -12746700.000000 Penalty: 5716.150879
	Iteration 33Q: 3 clusters Score -1.27467e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -12746761.000000 Penalty: 5716.150879
	Iteration 34Q: 3 clusters Score -1.274676e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 100439 members 
Entering Unmasked Estep 
Score: -12746787.000000 Penalty: 5716.150879
	Iteration 35Q: 3 clusters Score -1.274679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 100432 members 
Entering Unmasked Estep 
Score: -12746813.000000 Penalty: 5716.150879
	Iteration 36Q: 3 clusters Score -1.274681e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -12746848.000000 Penalty: 5716.150879
	Iteration 37Q: 3 clusters Score -1.274685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -12746872.000000 Penalty: 5716.150879
	Iteration 38Q: 3 clusters Score -1.274687e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -12746919.000000 Penalty: 5716.150879
	Iteration 39Q: 3 clusters Score -1.274692e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 100396 members 
Entering Unmasked Estep 
Score: -12746934.000000 Penalty: 5716.150879
	Iteration 40F: 3 clusters Score -1.274693e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 100385 members 
Entering Unmasked Estep 
Score: -12746936.000000 Penalty: 5716.150879
	Iteration 41Q: 3 clusters Score -1.274694e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 100383 members 
Entering Unmasked Estep 
Score: -12746945.000000 Penalty: 5716.150879
	Iteration 42Q: 3 clusters Score -1.274694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 100380 members 
Entering Unmasked Estep 
Score: -12746956.000000 Penalty: 5716.150879
	Iteration 43Q: 3 clusters Score -1.274696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
Score: -12746979.000000 Penalty: 5716.150879
	Iteration 44Q: 3 clusters Score -1.274698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -12746978.000000 Penalty: 5716.150879
	Iteration 45Q: 3 clusters Score -1.274698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -12746986.000000 Penalty: 5716.150879
	Iteration 46Q: 3 clusters Score -1.274699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 100357 members 
Entering Unmasked Estep 
Score: -12746992.000000 Penalty: 5716.150879
	Iteration 47Q: 3 clusters Score -1.274699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -12746985.000000 Penalty: 5716.150879
	Iteration 48Q: 3 clusters Score -1.274698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -12746996.000000 Penalty: 5716.150879
	Iteration 49Q: 3 clusters Score -1.2747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 100345 members 
Entering Unmasked Estep 
Score: -12746989.000000 Penalty: 5716.150879
	Iteration 50Q: 3 clusters Score -1.274699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 100341 members 
Entering Unmasked Estep 
Score: -12746997.000000 Penalty: 5716.150879
	Iteration 51Q: 3 clusters Score -1.2747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 100341 members 
Entering Unmasked Estep 
Score: -12746996.000000 Penalty: 5716.150879
	Iteration 52Q: 3 clusters Score -1.2747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 100341 members 
Entering Unmasked Estep 
Score: -12746994.000000 Penalty: 5716.150879
	Iteration 53Q: 3 clusters Score -1.274699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -12746999.000000 Penalty: 5716.150879
	Iteration 54Q: 3 clusters Score -1.2747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 100338 members 
Entering Unmasked Estep 
Score: -12746998.000000 Penalty: 5716.150879
	Iteration 55Q: 3 clusters Score -1.2747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -12746999.000000 Penalty: 5716.150879
	Iteration 56Q: 3 clusters Score -1.2747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 100338 members 
Entering Unmasked Estep 
Score: -12747003.000000 Penalty: 5716.150879
	Iteration 57Q: 3 clusters Score -1.2747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -12747003.000000 Penalty: 5716.150879
	Iteration 58Q: 3 clusters Score -1.2747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 100338 members 
Entering Unmasked Estep 
Score: -12746999.000000 Penalty: 5716.150879
	Iteration 59Q: 3 clusters Score -1.2747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 100338 members 
Entering Unmasked Estep 
Score: -12747002.000000 Penalty: 5716.150879
	Iteration 60F: 3 clusters Score -1.2747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -12746997.000000 Penalty: 5716.150879
	Iteration 61Q: 3 clusters Score -1.2747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -12746997.000000 Penalty: 5716.150879
	Iteration 62F: 3 clusters Score -1.2747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Entering Unmasked Estep 
Score: -3892150.500000 Penalty: 2564.423828
	Iteration 0F: 2 clusters Score -3892150 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 15489 members 
Entering Unmasked Estep 
Score: -3870987.500000 Penalty: 5128.847656
	Iteration 0F: 3 clusters Score -3870988 nChanged 13998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3878563.250000 Penalty: 5128.847656
	Iteration 1F: 3 clusters Score -3878563 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3879417.250000 Penalty: 5128.847656
	Iteration 2F: 3 clusters Score -3879417 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3880651.500000 Penalty: 5128.847656
	Iteration 3F: 3 clusters Score -3880652 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3882197.750000 Penalty: 5128.847656
	Iteration 4F: 3 clusters Score -3882198 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3883814.000000 Penalty: 5128.847656
	Iteration 5F: 3 clusters Score -3883814 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3885162.000000 Penalty: 5128.847656
	Iteration 6F: 3 clusters Score -3885162 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3886045.250000 Penalty: 5128.847656
	Iteration 7F: 3 clusters Score -3886045 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3886551.750000 Penalty: 5128.847656
	Iteration 8Q: 3 clusters Score -3886552 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3886818.250000 Penalty: 5128.847656
	Iteration 9Q: 3 clusters Score -3886818 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3886998.750000 Penalty: 5128.847656
	Iteration 10Q: 3 clusters Score -3886999 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3887091.250000 Penalty: 5128.847656
	Iteration 11Q: 3 clusters Score -3887091 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3887185.000000 Penalty: 5128.847656
	Iteration 12Q: 3 clusters Score -3887185 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -3887282.000000 Penalty: 5128.847656
	Iteration 13Q: 3 clusters Score -3887282 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3887363.750000 Penalty: 5128.847656
	Iteration 14Q: 3 clusters Score -3887364 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -3887433.750000 Penalty: 5128.847656
	Iteration 15Q: 3 clusters Score -3887434 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -3887530.000000 Penalty: 5128.847656
	Iteration 16Q: 3 clusters Score -3887530 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3887657.250000 Penalty: 5128.847656
	Iteration 17Q: 3 clusters Score -3887657 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3887845.500000 Penalty: 5128.847656
	Iteration 18Q: 3 clusters Score -3887846 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3888024.250000 Penalty: 5128.847656
	Iteration 19Q: 3 clusters Score -3888024 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3888196.000000 Penalty: 5128.847656
	Iteration 20F: 3 clusters Score -3888196 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3888401.000000 Penalty: 5128.847656
	Iteration 21Q: 3 clusters Score -3888401 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -3888639.000000 Penalty: 5128.847656
	Iteration 22Q: 3 clusters Score -3888639 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3888863.500000 Penalty: 5128.847656
	Iteration 23Q: 3 clusters Score -3888864 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3889037.000000 Penalty: 5128.847656
	Iteration 24Q: 3 clusters Score -3889037 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3889194.750000 Penalty: 5128.847656
	Iteration 25Q: 3 clusters Score -3889195 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3889315.000000 Penalty: 5128.847656
	Iteration 26Q: 3 clusters Score -3889315 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3889421.500000 Penalty: 5128.847656
	Iteration 27Q: 3 clusters Score -3889422 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -3889489.750000 Penalty: 5128.847656
	Iteration 28Q: 3 clusters Score -3889490 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3889545.750000 Penalty: 5128.847656
	Iteration 29Q: 3 clusters Score -3889546 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3889594.250000 Penalty: 5128.847656
	Iteration 30Q: 3 clusters Score -3889594 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3889656.500000 Penalty: 5128.847656
	Iteration 31Q: 3 clusters Score -3889656 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3889692.500000 Penalty: 5128.847656
	Iteration 32Q: 3 clusters Score -3889692 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3889748.750000 Penalty: 5128.847656
	Iteration 33Q: 3 clusters Score -3889749 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3889779.000000 Penalty: 5128.847656
	Iteration 34Q: 3 clusters Score -3889779 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3889812.500000 Penalty: 5128.847656
	Iteration 35Q: 3 clusters Score -3889812 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3889838.750000 Penalty: 5128.847656
	Iteration 36Q: 3 clusters Score -3889839 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3889871.250000 Penalty: 5128.847656
	Iteration 37Q: 3 clusters Score -3889871 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3889902.000000 Penalty: 5128.847656
	Iteration 38Q: 3 clusters Score -3889902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3889909.250000 Penalty: 5128.847656
	Iteration 39Q: 3 clusters Score -3889909 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3889919.750000 Penalty: 5128.847656
	Iteration 40F: 3 clusters Score -3889920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3889914.500000 Penalty: 5128.847656
	Iteration 41Q: 3 clusters Score -3889914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3889933.250000 Penalty: 5128.847656
	Iteration 42Q: 3 clusters Score -3889933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3889933.000000 Penalty: 5128.847656
	Iteration 43Q: 3 clusters Score -3889933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3889939.750000 Penalty: 5128.847656
	Iteration 44Q: 3 clusters Score -3889940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3889950.000000 Penalty: 5128.847656
	Iteration 45Q: 3 clusters Score -3889950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3889954.250000 Penalty: 5128.847656
	Iteration 46Q: 3 clusters Score -3889954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3889960.750000 Penalty: 5128.847656
	Iteration 47Q: 3 clusters Score -3889961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3889965.000000 Penalty: 5128.847656
	Iteration 48Q: 3 clusters Score -3889965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3889965.000000 Penalty: 5128.847656
	Iteration 49Q: 3 clusters Score -3889965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3889966.750000 Penalty: 5128.847656
	Iteration 50Q: 3 clusters Score -3889967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3889967.750000 Penalty: 5128.847656
	Iteration 51Q: 3 clusters Score -3889968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3889973.250000 Penalty: 5128.847656
	Iteration 52Q: 3 clusters Score -3889973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3889979.500000 Penalty: 5128.847656
	Iteration 53Q: 3 clusters Score -3889980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3889988.750000 Penalty: 5128.847656
	Iteration 54Q: 3 clusters Score -3889989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3889994.750000 Penalty: 5128.847656
	Iteration 55Q: 3 clusters Score -3889995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3890003.500000 Penalty: 5128.847656
	Iteration 56Q: 3 clusters Score -3890004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3890009.750000 Penalty: 5128.847656
	Iteration 57Q: 3 clusters Score -3890010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3890012.500000 Penalty: 5128.847656
	Iteration 58Q: 3 clusters Score -3890012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3890021.000000 Penalty: 5128.847656
	Iteration 59Q: 3 clusters Score -3890021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3890015.250000 Penalty: 5128.847656
	Iteration 60F: 3 clusters Score -3890015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3890015.750000 Penalty: 5128.847656
	Iteration 61Q: 3 clusters Score -3890016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3890009.750000 Penalty: 5128.847656
	Iteration 62Q: 3 clusters Score -3890010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3890011.250000 Penalty: 5128.847656
	Iteration 63Q: 3 clusters Score -3890011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3890012.500000 Penalty: 5128.847656
	Iteration 64Q: 3 clusters Score -3890012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3890012.500000 Penalty: 5128.847656
	Iteration 65Q: 3 clusters Score -3890012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3890012.000000 Penalty: 5128.847656
	Iteration 66Q: 3 clusters Score -3890012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3890012.500000 Penalty: 5128.847656
	Iteration 67Q: 3 clusters Score -3890012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3890010.500000 Penalty: 5128.847656
	Iteration 68Q: 3 clusters Score -3890010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3890009.250000 Penalty: 5128.847656
	Iteration 69Q: 3 clusters Score -3890009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3890009.500000 Penalty: 5128.847656
	Iteration 70Q: 3 clusters Score -3890010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3890009.500000 Penalty: 5128.847656
	Iteration 71F: 3 clusters Score -3890010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (153551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153551 members 
Entering Unmasked Estep 
Score: -19897252.000000 Penalty: 2961.563477
	Iteration 0F: 2 clusters Score -1.989725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -19796540.000000 Penalty: 5923.126953
	Iteration 0F: 3 clusters Score -1.979654e+07 nChanged 73500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 70737 members 
Entering Unmasked Estep 
Score: -19839154.000000 Penalty: 5923.126953
	Iteration 1F: 3 clusters Score -1.983915e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -19840906.000000 Penalty: 5923.126953
	Iteration 2Q: 3 clusters Score -1.984091e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -19843600.000000 Penalty: 5923.126953
	Iteration 3Q: 3 clusters Score -1.98436e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -19848662.000000 Penalty: 5923.126953
	Iteration 4F: 3 clusters Score -1.984866e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110375 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -19856774.000000 Penalty: 5923.126953
	Iteration 5F: 3 clusters Score -1.985677e+07 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122909 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -19867450.000000 Penalty: 5923.126953
	Iteration 6F: 3 clusters Score -1.986745e+07 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134845 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -19878898.000000 Penalty: 5923.126953
	Iteration 7F: 3 clusters Score -1.98789e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143322 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -19886320.000000 Penalty: 5923.126953
	Iteration 8F: 3 clusters Score -1.988632e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148087 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -19890764.000000 Penalty: 5923.126953
	Iteration 9Q: 3 clusters Score -1.989076e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150472 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -19892804.000000 Penalty: 5923.126953
	Iteration 10Q: 3 clusters Score -1.98928e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151538 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -19893660.000000 Penalty: 5923.126953
	Iteration 11Q: 3 clusters Score -1.989366e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151994 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -19894108.000000 Penalty: 5923.126953
	Iteration 12Q: 3 clusters Score -1.989411e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -19894320.000000 Penalty: 5923.126953
	Iteration 13Q: 3 clusters Score -1.989432e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152355 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -19894410.000000 Penalty: 5923.126953
	Iteration 14Q: 3 clusters Score -1.989441e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152438 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -19894494.000000 Penalty: 5923.126953
	Iteration 15Q: 3 clusters Score -1.989449e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -19894528.000000 Penalty: 5923.126953
	Iteration 16Q: 3 clusters Score -1.989453e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152556 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -19894578.000000 Penalty: 5923.126953
	Iteration 17Q: 3 clusters Score -1.989458e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152584 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -19894592.000000 Penalty: 5923.126953
	Iteration 18Q: 3 clusters Score -1.989459e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152606 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -19894624.000000 Penalty: 5923.126953
	Iteration 19Q: 3 clusters Score -1.989462e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152628 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -19894664.000000 Penalty: 5923.126953
	Iteration 20F: 3 clusters Score -1.989466e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152651 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -19894684.000000 Penalty: 5923.126953
	Iteration 21Q: 3 clusters Score -1.989468e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -19894700.000000 Penalty: 5923.126953
	Iteration 22Q: 3 clusters Score -1.98947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152691 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -19894718.000000 Penalty: 5923.126953
	Iteration 23Q: 3 clusters Score -1.989472e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152702 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -19894736.000000 Penalty: 5923.126953
	Iteration 24Q: 3 clusters Score -1.989474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152713 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -19894744.000000 Penalty: 5923.126953
	Iteration 25Q: 3 clusters Score -1.989474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152716 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -19894760.000000 Penalty: 5923.126953
	Iteration 26Q: 3 clusters Score -1.989476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152718 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -19894774.000000 Penalty: 5923.126953
	Iteration 27Q: 3 clusters Score -1.989477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152718 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -19894790.000000 Penalty: 5923.126953
	Iteration 28Q: 3 clusters Score -1.989479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152721 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -19894790.000000 Penalty: 5923.126953
	Iteration 29Q: 3 clusters Score -1.989479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -19894806.000000 Penalty: 5923.126953
	Iteration 30Q: 3 clusters Score -1.989481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152724 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -19894798.000000 Penalty: 5923.126953
	Iteration 31Q: 3 clusters Score -1.98948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152725 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -19894796.000000 Penalty: 5923.126953
	Iteration 32Q: 3 clusters Score -1.98948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152727 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -19894794.000000 Penalty: 5923.126953
	Iteration 33Q: 3 clusters Score -1.989479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152731 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -19894798.000000 Penalty: 5923.126953
	Iteration 34Q: 3 clusters Score -1.98948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152733 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -19894812.000000 Penalty: 5923.126953
	Iteration 35Q: 3 clusters Score -1.989481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152735 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -19894818.000000 Penalty: 5923.126953
	Iteration 36Q: 3 clusters Score -1.989482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152740 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -19894832.000000 Penalty: 5923.126953
	Iteration 37Q: 3 clusters Score -1.989483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152743 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19894830.000000 Penalty: 5923.126953
	Iteration 38Q: 3 clusters Score -1.989483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152743 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19894826.000000 Penalty: 5923.126953
	Iteration 39Q: 3 clusters Score -1.989483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152743 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19894820.000000 Penalty: 5923.126953
	Iteration 40F: 3 clusters Score -1.989482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152747 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -19894840.000000 Penalty: 5923.126953
	Iteration 41Q: 3 clusters Score -1.989484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152750 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -19894834.000000 Penalty: 5923.126953
	Iteration 42Q: 3 clusters Score -1.989483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152752 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -19894824.000000 Penalty: 5923.126953
	Iteration 43Q: 3 clusters Score -1.989482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152754 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -19894836.000000 Penalty: 5923.126953
	Iteration 44Q: 3 clusters Score -1.989484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152759 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -19894824.000000 Penalty: 5923.126953
	Iteration 45Q: 3 clusters Score -1.989482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152756 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19894824.000000 Penalty: 5923.126953
	Iteration 46Q: 3 clusters Score -1.989482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152758 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -19894814.000000 Penalty: 5923.126953
	Iteration 47Q: 3 clusters Score -1.989481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152758 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -19894826.000000 Penalty: 5923.126953
	Iteration 48Q: 3 clusters Score -1.989483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152758 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -19894816.000000 Penalty: 5923.126953
	Iteration 49Q: 3 clusters Score -1.989482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152756 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19894834.000000 Penalty: 5923.126953
	Iteration 50Q: 3 clusters Score -1.989483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152759 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -19894832.000000 Penalty: 5923.126953
	Iteration 51Q: 3 clusters Score -1.989483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19894826.000000 Penalty: 5923.126953
	Iteration 52Q: 3 clusters Score -1.989483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19894826.000000 Penalty: 5923.126953
	Iteration 53F: 3 clusters Score -1.989483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Entering Unmasked Estep 
Score: -964836.312500 Penalty: 2228.607666
	Iteration 0F: 2 clusters Score -964836.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -958436.937500 Penalty: 4457.215332
	Iteration 0F: 3 clusters Score -958436.9 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -960296.062500 Penalty: 4457.215332
	Iteration 1F: 3 clusters Score -960296.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -960615.000000 Penalty: 4457.215332
	Iteration 2F: 3 clusters Score -960615 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -960860.062500 Penalty: 4457.215332
	Iteration 3F: 3 clusters Score -960860.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -961077.375000 Penalty: 4457.215332
	Iteration 4Q: 3 clusters Score -961077.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -961258.062500 Penalty: 4457.215332
	Iteration 5Q: 3 clusters Score -961258.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -961397.062500 Penalty: 4457.215332
	Iteration 6Q: 3 clusters Score -961397.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -961518.750000 Penalty: 4457.215332
	Iteration 7Q: 3 clusters Score -961518.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -961632.687500 Penalty: 4457.215332
	Iteration 8Q: 3 clusters Score -961632.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -961739.000000 Penalty: 4457.215332
	Iteration 9Q: 3 clusters Score -961739 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -961825.500000 Penalty: 4457.215332
	Iteration 10Q: 3 clusters Score -961825.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -961914.687500 Penalty: 4457.215332
	Iteration 11Q: 3 clusters Score -961914.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -962000.750000 Penalty: 4457.215332
	Iteration 12Q: 3 clusters Score -962000.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -962098.312500 Penalty: 4457.215332
	Iteration 13Q: 3 clusters Score -962098.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -962188.500000 Penalty: 4457.215332
	Iteration 14Q: 3 clusters Score -962188.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -962266.812500 Penalty: 4457.215332
	Iteration 15Q: 3 clusters Score -962266.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -962354.000000 Penalty: 4457.215332
	Iteration 16Q: 3 clusters Score -962354 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -962433.312500 Penalty: 4457.215332
	Iteration 17Q: 3 clusters Score -962433.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -962488.875000 Penalty: 4457.215332
	Iteration 18Q: 3 clusters Score -962488.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -962539.937500 Penalty: 4457.215332
	Iteration 19Q: 3 clusters Score -962539.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -962580.375000 Penalty: 4457.215332
	Iteration 20F: 3 clusters Score -962580.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -962609.625000 Penalty: 4457.215332
	Iteration 21Q: 3 clusters Score -962609.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -962630.250000 Penalty: 4457.215332
	Iteration 22Q: 3 clusters Score -962630.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -962647.687500 Penalty: 4457.215332
	Iteration 23Q: 3 clusters Score -962647.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -962657.375000 Penalty: 4457.215332
	Iteration 24Q: 3 clusters Score -962657.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -962664.625000 Penalty: 4457.215332
	Iteration 25Q: 3 clusters Score -962664.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -962670.687500 Penalty: 4457.215332
	Iteration 26Q: 3 clusters Score -962670.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -962676.125000 Penalty: 4457.215332
	Iteration 27Q: 3 clusters Score -962676.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -962682.625000 Penalty: 4457.215332
	Iteration 28Q: 3 clusters Score -962682.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -962686.375000 Penalty: 4457.215332
	Iteration 29Q: 3 clusters Score -962686.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -962686.937500 Penalty: 4457.215332
	Iteration 30Q: 3 clusters Score -962686.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -962692.687500 Penalty: 4457.215332
	Iteration 31Q: 3 clusters Score -962692.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -962693.312500 Penalty: 4457.215332
	Iteration 32Q: 3 clusters Score -962693.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -962696.875000 Penalty: 4457.215332
	Iteration 33Q: 3 clusters Score -962696.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -962699.250000 Penalty: 4457.215332
	Iteration 34Q: 3 clusters Score -962699.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -962699.562500 Penalty: 4457.215332
	Iteration 35Q: 3 clusters Score -962699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -962701.937500 Penalty: 4457.215332
	Iteration 36Q: 3 clusters Score -962701.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -962704.000000 Penalty: 4457.215332
	Iteration 37Q: 3 clusters Score -962704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -962705.312500 Penalty: 4457.215332
	Iteration 38Q: 3 clusters Score -962705.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -962707.187500 Penalty: 4457.215332
	Iteration 39Q: 3 clusters Score -962707.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -962708.937500 Penalty: 4457.215332
	Iteration 40F: 3 clusters Score -962708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -962709.250000 Penalty: 4457.215332
	Iteration 41Q: 3 clusters Score -962709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -962710.125000 Penalty: 4457.215332
	Iteration 42Q: 3 clusters Score -962710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -962712.187500 Penalty: 4457.215332
	Iteration 43Q: 3 clusters Score -962712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -962712.000000 Penalty: 4457.215332
	Iteration 44Q: 3 clusters Score -962712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -962711.437500 Penalty: 4457.215332
	Iteration 45Q: 3 clusters Score -962711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -962712.375000 Penalty: 4457.215332
	Iteration 46Q: 3 clusters Score -962712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -962712.750000 Penalty: 4457.215332
	Iteration 47Q: 3 clusters Score -962712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -962712.750000 Penalty: 4457.215332
	Iteration 48F: 3 clusters Score -962712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Entering Unmasked Estep 
Score: -1600327.500000 Penalty: 2357.780762
	Iteration 0F: 2 clusters Score -1600328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1590472.125000 Penalty: 4715.561523
	Iteration 0F: 3 clusters Score -1590472 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1593947.250000 Penalty: 4715.561523
	Iteration 1F: 3 clusters Score -1593947 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1595010.250000 Penalty: 4715.561523
	Iteration 2F: 3 clusters Score -1595010 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1596110.750000 Penalty: 4715.561523
	Iteration 3F: 3 clusters Score -1596111 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1596957.875000 Penalty: 4715.561523
	Iteration 4F: 3 clusters Score -1596958 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1597548.500000 Penalty: 4715.561523
	Iteration 5F: 3 clusters Score -1597548 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1597941.375000 Penalty: 4715.561523
	Iteration 6F: 3 clusters Score -1597941 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1598208.875000 Penalty: 4715.561523
	Iteration 7Q: 3 clusters Score -1598209 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1598376.875000 Penalty: 4715.561523
	Iteration 8Q: 3 clusters Score -1598377 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1598486.500000 Penalty: 4715.561523
	Iteration 9Q: 3 clusters Score -1598486 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1598565.250000 Penalty: 4715.561523
	Iteration 10Q: 3 clusters Score -1598565 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1598633.875000 Penalty: 4715.561523
	Iteration 11Q: 3 clusters Score -1598634 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1598683.125000 Penalty: 4715.561523
	Iteration 12Q: 3 clusters Score -1598683 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1598731.625000 Penalty: 4715.561523
	Iteration 13Q: 3 clusters Score -1598732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1598760.000000 Penalty: 4715.561523
	Iteration 14Q: 3 clusters Score -1598760 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1598787.750000 Penalty: 4715.561523
	Iteration 15Q: 3 clusters Score -1598788 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1598812.500000 Penalty: 4715.561523
	Iteration 16Q: 3 clusters Score -1598812 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1598836.125000 Penalty: 4715.561523
	Iteration 17Q: 3 clusters Score -1598836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1598857.750000 Penalty: 4715.561523
	Iteration 18Q: 3 clusters Score -1598858 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1598871.000000 Penalty: 4715.561523
	Iteration 19Q: 3 clusters Score -1598871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1598883.375000 Penalty: 4715.561523
	Iteration 20F: 3 clusters Score -1598883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1598899.000000 Penalty: 4715.561523
	Iteration 21Q: 3 clusters Score -1598899 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1598912.125000 Penalty: 4715.561523
	Iteration 22Q: 3 clusters Score -1598912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1598916.875000 Penalty: 4715.561523
	Iteration 23Q: 3 clusters Score -1598917 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1598926.125000 Penalty: 4715.561523
	Iteration 24Q: 3 clusters Score -1598926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1598935.625000 Penalty: 4715.561523
	Iteration 25Q: 3 clusters Score -1598936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1598943.250000 Penalty: 4715.561523
	Iteration 26Q: 3 clusters Score -1598943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1598947.250000 Penalty: 4715.561523
	Iteration 27Q: 3 clusters Score -1598947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1598954.125000 Penalty: 4715.561523
	Iteration 28Q: 3 clusters Score -1598954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1598955.875000 Penalty: 4715.561523
	Iteration 29Q: 3 clusters Score -1598956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1598962.625000 Penalty: 4715.561523
	Iteration 30Q: 3 clusters Score -1598963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1598965.625000 Penalty: 4715.561523
	Iteration 31Q: 3 clusters Score -1598966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1598974.375000 Penalty: 4715.561523
	Iteration 32Q: 3 clusters Score -1598974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1598977.000000 Penalty: 4715.561523
	Iteration 33Q: 3 clusters Score -1598977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1598978.375000 Penalty: 4715.561523
	Iteration 34Q: 3 clusters Score -1598978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1598982.375000 Penalty: 4715.561523
	Iteration 35Q: 3 clusters Score -1598982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1598980.125000 Penalty: 4715.561523
	Iteration 36Q: 3 clusters Score -1598980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1598981.000000 Penalty: 4715.561523
	Iteration 37Q: 3 clusters Score -1598981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1598979.875000 Penalty: 4715.561523
	Iteration 38Q: 3 clusters Score -1598980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1598980.125000 Penalty: 4715.561523
	Iteration 39Q: 3 clusters Score -1598980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1598980.125000 Penalty: 4715.561523
	Iteration 40F: 3 clusters Score -1598980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Entering Unmasked Estep 
Score: -5305245.500000 Penalty: 2638.994141
	Iteration 0F: 2 clusters Score -5305246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -5276922.500000 Penalty: 5277.988281
	Iteration 0F: 3 clusters Score -5276922 nChanged 19198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -5287573.000000 Penalty: 5277.988281
	Iteration 1F: 3 clusters Score -5287573 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -5288169.000000 Penalty: 5277.988281
	Iteration 2Q: 3 clusters Score -5288169 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -5288749.000000 Penalty: 5277.988281
	Iteration 3Q: 3 clusters Score -5288749 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -5289575.500000 Penalty: 5277.988281
	Iteration 4Q: 3 clusters Score -5289576 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -5290938.000000 Penalty: 5277.988281
	Iteration 5F: 3 clusters Score -5290938 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -5293012.500000 Penalty: 5277.988281
	Iteration 6F: 3 clusters Score -5293012 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -5295909.500000 Penalty: 5277.988281
	Iteration 7F: 3 clusters Score -5295910 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -5298912.500000 Penalty: 5277.988281
	Iteration 8F: 3 clusters Score -5298912 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -5300964.500000 Penalty: 5277.988281
	Iteration 9F: 3 clusters Score -5300964 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -5302085.500000 Penalty: 5277.988281
	Iteration 10Q: 3 clusters Score -5302086 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -5302539.500000 Penalty: 5277.988281
	Iteration 11Q: 3 clusters Score -5302540 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -5302716.500000 Penalty: 5277.988281
	Iteration 12Q: 3 clusters Score -5302716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -5302793.500000 Penalty: 5277.988281
	Iteration 13Q: 3 clusters Score -5302794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5302832.000000 Penalty: 5277.988281
	Iteration 14Q: 3 clusters Score -5302832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -5302853.500000 Penalty: 5277.988281
	Iteration 15Q: 3 clusters Score -5302854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -5302865.500000 Penalty: 5277.988281
	Iteration 16Q: 3 clusters Score -5302866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -5302885.000000 Penalty: 5277.988281
	Iteration 17Q: 3 clusters Score -5302885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5302890.500000 Penalty: 5277.988281
	Iteration 18Q: 3 clusters Score -5302890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5302907.000000 Penalty: 5277.988281
	Iteration 19Q: 3 clusters Score -5302907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5302913.500000 Penalty: 5277.988281
	Iteration 20F: 3 clusters Score -5302914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -5302924.500000 Penalty: 5277.988281
	Iteration 21Q: 3 clusters Score -5302924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -5302923.500000 Penalty: 5277.988281
	Iteration 22Q: 3 clusters Score -5302924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -5302924.000000 Penalty: 5277.988281
	Iteration 23Q: 3 clusters Score -5302924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -5302932.000000 Penalty: 5277.988281
	Iteration 24Q: 3 clusters Score -5302932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -5302932.000000 Penalty: 5277.988281
	Iteration 25F: 3 clusters Score -5302932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106164 members 
Entering Unmasked Estep 
Score: -13514479.000000 Penalty: 2870.039551
	Iteration 0F: 2 clusters Score -1.351448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -13443483.000000 Penalty: 5740.079102
	Iteration 0F: 3 clusters Score -1.344348e+07 nChanged 50325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -13473155.000000 Penalty: 5740.079102
	Iteration 1F: 3 clusters Score -1.347316e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -13475347.000000 Penalty: 5740.079102
	Iteration 2Q: 3 clusters Score -1.347535e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -13478619.000000 Penalty: 5740.079102
	Iteration 3F: 3 clusters Score -1.347862e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -13483092.000000 Penalty: 5740.079102
	Iteration 4F: 3 clusters Score -1.348309e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -13488031.000000 Penalty: 5740.079102
	Iteration 5F: 3 clusters Score -1.348803e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -13492242.000000 Penalty: 5740.079102
	Iteration 6F: 3 clusters Score -1.349224e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -13495766.000000 Penalty: 5740.079102
	Iteration 7F: 3 clusters Score -1.349577e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82982 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -13498575.000000 Penalty: 5740.079102
	Iteration 8Q: 3 clusters Score -1.349858e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -13501038.000000 Penalty: 5740.079102
	Iteration 9Q: 3 clusters Score -1.350104e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -13503439.000000 Penalty: 5740.079102
	Iteration 10Q: 3 clusters Score -1.350344e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95169 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -13505830.000000 Penalty: 5740.079102
	Iteration 11Q: 3 clusters Score -1.350583e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98307 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -13507899.000000 Penalty: 5740.079102
	Iteration 12Q: 3 clusters Score -1.35079e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -13509375.000000 Penalty: 5740.079102
	Iteration 13Q: 3 clusters Score -1.350938e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -13510326.000000 Penalty: 5740.079102
	Iteration 14Q: 3 clusters Score -1.351033e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -13510966.000000 Penalty: 5740.079102
	Iteration 15Q: 3 clusters Score -1.351097e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -13511331.000000 Penalty: 5740.079102
	Iteration 16Q: 3 clusters Score -1.351133e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -13511511.000000 Penalty: 5740.079102
	Iteration 17Q: 3 clusters Score -1.351151e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104639 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -13511672.000000 Penalty: 5740.079102
	Iteration 18Q: 3 clusters Score -1.351167e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104845 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -13511800.000000 Penalty: 5740.079102
	Iteration 19Q: 3 clusters Score -1.35118e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104979 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -13511852.000000 Penalty: 5740.079102
	Iteration 20F: 3 clusters Score -1.351185e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -13511927.000000 Penalty: 5740.079102
	Iteration 21Q: 3 clusters Score -1.351193e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13512000.000000 Penalty: 5740.079102
	Iteration 22Q: 3 clusters Score -1.3512e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -13512003.000000 Penalty: 5740.079102
	Iteration 23Q: 3 clusters Score -1.3512e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105251 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -13512022.000000 Penalty: 5740.079102
	Iteration 24Q: 3 clusters Score -1.351202e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -13512041.000000 Penalty: 5740.079102
	Iteration 25Q: 3 clusters Score -1.351204e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105296 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -13512047.000000 Penalty: 5740.079102
	Iteration 26Q: 3 clusters Score -1.351205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105309 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -13512049.000000 Penalty: 5740.079102
	Iteration 27Q: 3 clusters Score -1.351205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105320 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13512048.000000 Penalty: 5740.079102
	Iteration 28Q: 3 clusters Score -1.351205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -13512051.000000 Penalty: 5740.079102
	Iteration 29Q: 3 clusters Score -1.351205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -13512060.000000 Penalty: 5740.079102
	Iteration 30Q: 3 clusters Score -1.351206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -13512084.000000 Penalty: 5740.079102
	Iteration 31Q: 3 clusters Score -1.351208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105368 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13512095.000000 Penalty: 5740.079102
	Iteration 32Q: 3 clusters Score -1.35121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105379 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -13512093.000000 Penalty: 5740.079102
	Iteration 33Q: 3 clusters Score -1.351209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105386 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -13512102.000000 Penalty: 5740.079102
	Iteration 34Q: 3 clusters Score -1.35121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105392 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13512112.000000 Penalty: 5740.079102
	Iteration 35Q: 3 clusters Score -1.351211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105394 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -13512104.000000 Penalty: 5740.079102
	Iteration 36Q: 3 clusters Score -1.35121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105395 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -13512111.000000 Penalty: 5740.079102
	Iteration 37Q: 3 clusters Score -1.351211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105400 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13512113.000000 Penalty: 5740.079102
	Iteration 38Q: 3 clusters Score -1.351211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105407 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13512117.000000 Penalty: 5740.079102
	Iteration 39Q: 3 clusters Score -1.351212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -13512109.000000 Penalty: 5740.079102
	Iteration 40F: 3 clusters Score -1.351211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -13512127.000000 Penalty: 5740.079102
	Iteration 41Q: 3 clusters Score -1.351213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105410 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -13512124.000000 Penalty: 5740.079102
	Iteration 42Q: 3 clusters Score -1.351212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -13512121.000000 Penalty: 5740.079102
	Iteration 43Q: 3 clusters Score -1.351212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -13512121.000000 Penalty: 5740.079102
	Iteration 44F: 3 clusters Score -1.351212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Entering Unmasked Estep 
Score: -5801885.000000 Penalty: 2672.731445
	Iteration 0F: 2 clusters Score -5801885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -5769460.000000 Penalty: 5345.462891
	Iteration 0F: 3 clusters Score -5769460 nChanged 22213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -5782198.500000 Penalty: 5345.462891
	Iteration 1F: 3 clusters Score -5782198 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -5783014.500000 Penalty: 5345.462891
	Iteration 2Q: 3 clusters Score -5783014 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -5783812.500000 Penalty: 5345.462891
	Iteration 3Q: 3 clusters Score -5783812 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -5784576.500000 Penalty: 5345.462891
	Iteration 4Q: 3 clusters Score -5784576 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -5785287.500000 Penalty: 5345.462891
	Iteration 5Q: 3 clusters Score -5785288 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -5786029.000000 Penalty: 5345.462891
	Iteration 6Q: 3 clusters Score -5786029 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -5786910.000000 Penalty: 5345.462891
	Iteration 7Q: 3 clusters Score -5786910 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -5787897.500000 Penalty: 5345.462891
	Iteration 8Q: 3 clusters Score -5787898 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -5789102.500000 Penalty: 5345.462891
	Iteration 9Q: 3 clusters Score -5789102 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -5790649.500000 Penalty: 5345.462891
	Iteration 10Q: 3 clusters Score -5790650 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -5792302.000000 Penalty: 5345.462891
	Iteration 11Q: 3 clusters Score -5792302 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -5793777.500000 Penalty: 5345.462891
	Iteration 12Q: 3 clusters Score -5793778 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -5794923.000000 Penalty: 5345.462891
	Iteration 13Q: 3 clusters Score -5794923 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -5795733.500000 Penalty: 5345.462891
	Iteration 14Q: 3 clusters Score -5795734 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -5796229.500000 Penalty: 5345.462891
	Iteration 15Q: 3 clusters Score -5796230 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5796661.500000 Penalty: 5345.462891
	Iteration 16Q: 3 clusters Score -5796662 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -5797048.000000 Penalty: 5345.462891
	Iteration 17Q: 3 clusters Score -5797048 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -5797345.000000 Penalty: 5345.462891
	Iteration 18Q: 3 clusters Score -5797345 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -5797655.500000 Penalty: 5345.462891
	Iteration 19Q: 3 clusters Score -5797656 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -5797927.000000 Penalty: 5345.462891
	Iteration 20F: 3 clusters Score -5797927 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -5798218.000000 Penalty: 5345.462891
	Iteration 21Q: 3 clusters Score -5798218 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -5798498.000000 Penalty: 5345.462891
	Iteration 22Q: 3 clusters Score -5798498 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -5798808.000000 Penalty: 5345.462891
	Iteration 23Q: 3 clusters Score -5798808 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -5799066.000000 Penalty: 5345.462891
	Iteration 24Q: 3 clusters Score -5799066 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -5799300.000000 Penalty: 5345.462891
	Iteration 25Q: 3 clusters Score -5799300 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -5799507.000000 Penalty: 5345.462891
	Iteration 26Q: 3 clusters Score -5799507 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -5799666.500000 Penalty: 5345.462891
	Iteration 27Q: 3 clusters Score -5799666 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -5799787.500000 Penalty: 5345.462891
	Iteration 28Q: 3 clusters Score -5799788 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -5799932.000000 Penalty: 5345.462891
	Iteration 29Q: 3 clusters Score -5799932 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -5800074.500000 Penalty: 5345.462891
	Iteration 30Q: 3 clusters Score -5800074 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -5800182.000000 Penalty: 5345.462891
	Iteration 31Q: 3 clusters Score -5800182 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -5800292.500000 Penalty: 5345.462891
	Iteration 32Q: 3 clusters Score -5800292 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -5800385.000000 Penalty: 5345.462891
	Iteration 33Q: 3 clusters Score -5800385 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -5800463.000000 Penalty: 5345.462891
	Iteration 34Q: 3 clusters Score -5800463 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -5800511.000000 Penalty: 5345.462891
	Iteration 35Q: 3 clusters Score -5800511 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -5800543.000000 Penalty: 5345.462891
	Iteration 36Q: 3 clusters Score -5800543 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -5800563.500000 Penalty: 5345.462891
	Iteration 37Q: 3 clusters Score -5800564 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -5800577.500000 Penalty: 5345.462891
	Iteration 38Q: 3 clusters Score -5800578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -5800589.500000 Penalty: 5345.462891
	Iteration 39Q: 3 clusters Score -5800590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -5800611.500000 Penalty: 5345.462891
	Iteration 40F: 3 clusters Score -5800612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -5800616.500000 Penalty: 5345.462891
	Iteration 41Q: 3 clusters Score -5800616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -5800627.000000 Penalty: 5345.462891
	Iteration 42Q: 3 clusters Score -5800627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -5800637.500000 Penalty: 5345.462891
	Iteration 43Q: 3 clusters Score -5800638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -5800633.500000 Penalty: 5345.462891
	Iteration 44Q: 3 clusters Score -5800634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5800645.500000 Penalty: 5345.462891
	Iteration 45Q: 3 clusters Score -5800646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -5800645.000000 Penalty: 5345.462891
	Iteration 46Q: 3 clusters Score -5800645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -5800651.000000 Penalty: 5345.462891
	Iteration 47Q: 3 clusters Score -5800651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -5800655.000000 Penalty: 5345.462891
	Iteration 48Q: 3 clusters Score -5800655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -5800662.000000 Penalty: 5345.462891
	Iteration 49Q: 3 clusters Score -5800662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -5800658.500000 Penalty: 5345.462891
	Iteration 50Q: 3 clusters Score -5800658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5800668.000000 Penalty: 5345.462891
	Iteration 51Q: 3 clusters Score -5800668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -5800678.000000 Penalty: 5345.462891
	Iteration 52Q: 3 clusters Score -5800678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -5800682.000000 Penalty: 5345.462891
	Iteration 53Q: 3 clusters Score -5800682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -5800678.500000 Penalty: 5345.462891
	Iteration 54Q: 3 clusters Score -5800678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -5800681.000000 Penalty: 5345.462891
	Iteration 55Q: 3 clusters Score -5800681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -5800686.500000 Penalty: 5345.462891
	Iteration 56Q: 3 clusters Score -5800686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -5800686.000000 Penalty: 5345.462891
	Iteration 57Q: 3 clusters Score -5800686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -5800680.500000 Penalty: 5345.462891
	Iteration 58Q: 3 clusters Score -5800680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -5800673.500000 Penalty: 5345.462891
	Iteration 59Q: 3 clusters Score -5800674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -5800675.500000 Penalty: 5345.462891
	Iteration 60F: 3 clusters Score -5800676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -5800677.000000 Penalty: 5345.462891
	Iteration 61Q: 3 clusters Score -5800677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5800679.500000 Penalty: 5345.462891
	Iteration 62Q: 3 clusters Score -5800680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -5800683.500000 Penalty: 5345.462891
	Iteration 63Q: 3 clusters Score -5800684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -5800677.500000 Penalty: 5345.462891
	Iteration 64Q: 3 clusters Score -5800678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5800683.000000 Penalty: 5345.462891
	Iteration 65Q: 3 clusters Score -5800683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -5800684.000000 Penalty: 5345.462891
	Iteration 66Q: 3 clusters Score -5800684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -5800681.500000 Penalty: 5345.462891
	Iteration 67Q: 3 clusters Score -5800682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -5800683.500000 Penalty: 5345.462891
	Iteration 68Q: 3 clusters Score -5800684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -5800679.000000 Penalty: 5345.462891
	Iteration 69Q: 3 clusters Score -5800679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5800686.500000 Penalty: 5345.462891
	Iteration 70Q: 3 clusters Score -5800686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5800679.500000 Penalty: 5345.462891
	Iteration 71Q: 3 clusters Score -5800680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5800683.500000 Penalty: 5345.462891
	Iteration 72Q: 3 clusters Score -5800684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5800683.500000 Penalty: 5345.462891
	Iteration 73F: 3 clusters Score -5800684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (255651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255651 members 
Entering Unmasked Estep 
Score: -33041400.000000 Penalty: 3087.989014
	Iteration 0F: 2 clusters Score -3.30414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127881 members 
Mstep: Class 2 contains 127770 members 
Entering Unmasked Estep 
Score: -32882728.000000 Penalty: 6175.978027
	Iteration 0F: 3 clusters Score -3.288273e+07 nChanged 123574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131333 members 
Mstep: Class 2 contains 124318 members 
Entering Unmasked Estep 
Score: -32955462.000000 Penalty: 6175.978027
	Iteration 1F: 3 clusters Score -3.295546e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132738 members 
Mstep: Class 2 contains 122913 members 
Entering Unmasked Estep 
Score: -32957462.000000 Penalty: 6175.978027
	Iteration 2Q: 3 clusters Score -3.295746e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134946 members 
Mstep: Class 2 contains 120705 members 
Entering Unmasked Estep 
Score: -32960348.000000 Penalty: 6175.978027
	Iteration 3Q: 3 clusters Score -3.296035e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138086 members 
Mstep: Class 2 contains 117565 members 
Entering Unmasked Estep 
Score: -32964846.000000 Penalty: 6175.978027
	Iteration 4Q: 3 clusters Score -3.296485e+07 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142329 members 
Mstep: Class 2 contains 113322 members 
Entering Unmasked Estep 
Score: -32970852.000000 Penalty: 6175.978027
	Iteration 5F: 3 clusters Score -3.297085e+07 nChanged 15336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147683 members 
Mstep: Class 2 contains 107968 members 
Entering Unmasked Estep 
Score: -32979870.000000 Penalty: 6175.978027
	Iteration 6F: 3 clusters Score -3.297987e+07 nChanged 16951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153716 members 
Mstep: Class 2 contains 101935 members 
Entering Unmasked Estep 
Score: -32991058.000000 Penalty: 6175.978027
	Iteration 7F: 3 clusters Score -3.299106e+07 nChanged 16774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158486 members 
Mstep: Class 2 contains 97165 members 
Entering Unmasked Estep 
Score: -33003782.000000 Penalty: 6175.978027
	Iteration 8F: 3 clusters Score -3.300378e+07 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161735 members 
Mstep: Class 2 contains 93916 members 
Entering Unmasked Estep 
Score: -33013020.000000 Penalty: 6175.978027
	Iteration 9F: 3 clusters Score -3.301302e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164046 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -33016758.000000 Penalty: 6175.978027
	Iteration 10Q: 3 clusters Score -3.301676e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166116 members 
Mstep: Class 2 contains 89535 members 
Entering Unmasked Estep 
Score: -33018086.000000 Penalty: 6175.978027
	Iteration 11Q: 3 clusters Score -3.301809e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168140 members 
Mstep: Class 2 contains 87511 members 
Entering Unmasked Estep 
Score: -33019078.000000 Penalty: 6175.978027
	Iteration 12Q: 3 clusters Score -3.301908e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170067 members 
Mstep: Class 2 contains 85584 members 
Entering Unmasked Estep 
Score: -33020128.000000 Penalty: 6175.978027
	Iteration 13Q: 3 clusters Score -3.302013e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172053 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -33021138.000000 Penalty: 6175.978027
	Iteration 14Q: 3 clusters Score -3.302114e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174119 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -33022196.000000 Penalty: 6175.978027
	Iteration 15Q: 3 clusters Score -3.30222e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176153 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
Score: -33023138.000000 Penalty: 6175.978027
	Iteration 16Q: 3 clusters Score -3.302314e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178224 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
Score: -33024138.000000 Penalty: 6175.978027
	Iteration 17Q: 3 clusters Score -3.302414e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180371 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -33024872.000000 Penalty: 6175.978027
	Iteration 18Q: 3 clusters Score -3.302487e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182428 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -33025674.000000 Penalty: 6175.978027
	Iteration 19Q: 3 clusters Score -3.302567e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184409 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -33026254.000000 Penalty: 6175.978027
	Iteration 20F: 3 clusters Score -3.302625e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186335 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -33026810.000000 Penalty: 6175.978027
	Iteration 21Q: 3 clusters Score -3.302681e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188317 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -33027382.000000 Penalty: 6175.978027
	Iteration 22Q: 3 clusters Score -3.302738e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190265 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -33027834.000000 Penalty: 6175.978027
	Iteration 23Q: 3 clusters Score -3.302783e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192198 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -33028218.000000 Penalty: 6175.978027
	Iteration 24Q: 3 clusters Score -3.302822e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194120 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -33028478.000000 Penalty: 6175.978027
	Iteration 25Q: 3 clusters Score -3.302848e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195955 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -33028566.000000 Penalty: 6175.978027
	Iteration 26Q: 3 clusters Score -3.302857e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197759 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -33028984.000000 Penalty: 6175.978027
	Iteration 27Q: 3 clusters Score -3.302898e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199571 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -33029304.000000 Penalty: 6175.978027
	Iteration 28Q: 3 clusters Score -3.30293e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201356 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -33029714.000000 Penalty: 6175.978027
	Iteration 29Q: 3 clusters Score -3.302971e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203137 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -33030084.000000 Penalty: 6175.978027
	Iteration 30Q: 3 clusters Score -3.303008e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204897 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -33030376.000000 Penalty: 6175.978027
	Iteration 31Q: 3 clusters Score -3.303038e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206801 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -33030696.000000 Penalty: 6175.978027
	Iteration 32Q: 3 clusters Score -3.30307e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208696 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -33031210.000000 Penalty: 6175.978027
	Iteration 33Q: 3 clusters Score -3.303121e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210892 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -33031644.000000 Penalty: 6175.978027
	Iteration 34Q: 3 clusters Score -3.303164e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213295 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -33032258.000000 Penalty: 6175.978027
	Iteration 35Q: 3 clusters Score -3.303226e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215728 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -33032904.000000 Penalty: 6175.978027
	Iteration 36Q: 3 clusters Score -3.30329e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218200 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -33033598.000000 Penalty: 6175.978027
	Iteration 37Q: 3 clusters Score -3.30336e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220804 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -33034086.000000 Penalty: 6175.978027
	Iteration 38Q: 3 clusters Score -3.303409e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223510 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -33035020.000000 Penalty: 6175.978027
	Iteration 39Q: 3 clusters Score -3.303502e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226378 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -33035666.000000 Penalty: 6175.978027
	Iteration 40F: 3 clusters Score -3.303567e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229262 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -33036346.000000 Penalty: 6175.978027
	Iteration 41Q: 3 clusters Score -3.303635e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232038 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -33036896.000000 Penalty: 6175.978027
	Iteration 42Q: 3 clusters Score -3.30369e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234689 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -33037174.000000 Penalty: 6175.978027
	Iteration 43Q: 3 clusters Score -3.303717e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237072 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -33037668.000000 Penalty: 6175.978027
	Iteration 44Q: 3 clusters Score -3.303767e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239223 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -33037786.000000 Penalty: 6175.978027
	Iteration 45Q: 3 clusters Score -3.303779e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241286 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -33038252.000000 Penalty: 6175.978027
	Iteration 46Q: 3 clusters Score -3.303825e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243068 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -33038572.000000 Penalty: 6175.978027
	Iteration 47Q: 3 clusters Score -3.303857e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244689 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -33038804.000000 Penalty: 6175.978027
	Iteration 48Q: 3 clusters Score -3.30388e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246158 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -33038994.000000 Penalty: 6175.978027
	Iteration 49Q: 3 clusters Score -3.303899e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247511 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -33038958.000000 Penalty: 6175.978027
	Iteration 50Q: 3 clusters Score -3.303896e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248655 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -33039120.000000 Penalty: 6175.978027
	Iteration 51Q: 3 clusters Score -3.303912e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249663 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -33039062.000000 Penalty: 6175.978027
	Iteration 52Q: 3 clusters Score -3.303906e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250563 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -33039080.000000 Penalty: 6175.978027
	Iteration 53Q: 3 clusters Score -3.303908e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251322 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -33039078.000000 Penalty: 6175.978027
	Iteration 54Q: 3 clusters Score -3.303908e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251982 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -33039070.000000 Penalty: 6175.978027
	Iteration 55Q: 3 clusters Score -3.303907e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252542 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -33039026.000000 Penalty: 6175.978027
	Iteration 56Q: 3 clusters Score -3.303903e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253008 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -33038976.000000 Penalty: 6175.978027
	Iteration 57Q: 3 clusters Score -3.303898e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253401 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -33038976.000000 Penalty: 6175.978027
	Iteration 58Q: 3 clusters Score -3.303898e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253715 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -33038990.000000 Penalty: 6175.978027
	Iteration 59Q: 3 clusters Score -3.303899e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253970 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -33038916.000000 Penalty: 6175.978027
	Iteration 60F: 3 clusters Score -3.303892e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254167 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -33038902.000000 Penalty: 6175.978027
	Iteration 61Q: 3 clusters Score -3.30389e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254321 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -33038882.000000 Penalty: 6175.978027
	Iteration 62Q: 3 clusters Score -3.303888e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254434 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -33038964.000000 Penalty: 6175.978027
	Iteration 63Q: 3 clusters Score -3.303896e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254533 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -33038986.000000 Penalty: 6175.978027
	Iteration 64Q: 3 clusters Score -3.303899e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254609 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -33039018.000000 Penalty: 6175.978027
	Iteration 65Q: 3 clusters Score -3.303902e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254670 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -33039038.000000 Penalty: 6175.978027
	Iteration 66Q: 3 clusters Score -3.303904e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254717 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -33039016.000000 Penalty: 6175.978027
	Iteration 67Q: 3 clusters Score -3.303902e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254751 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -33039044.000000 Penalty: 6175.978027
	Iteration 68Q: 3 clusters Score -3.303904e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254784 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -33039044.000000 Penalty: 6175.978027
	Iteration 69Q: 3 clusters Score -3.303904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254812 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -33039060.000000 Penalty: 6175.978027
	Iteration 70Q: 3 clusters Score -3.303906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254836 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -33039064.000000 Penalty: 6175.978027
	Iteration 71Q: 3 clusters Score -3.303906e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254856 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -33039040.000000 Penalty: 6175.978027
	Iteration 72Q: 3 clusters Score -3.303904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254872 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -33039054.000000 Penalty: 6175.978027
	Iteration 73Q: 3 clusters Score -3.303905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254882 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -33039036.000000 Penalty: 6175.978027
	Iteration 74Q: 3 clusters Score -3.303904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254894 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -33039044.000000 Penalty: 6175.978027
	Iteration 75Q: 3 clusters Score -3.303904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254903 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -33039026.000000 Penalty: 6175.978027
	Iteration 76Q: 3 clusters Score -3.303903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254915 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -33039030.000000 Penalty: 6175.978027
	Iteration 77Q: 3 clusters Score -3.303903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254927 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -33039042.000000 Penalty: 6175.978027
	Iteration 78Q: 3 clusters Score -3.303904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254939 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -33039016.000000 Penalty: 6175.978027
	Iteration 79Q: 3 clusters Score -3.303902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254954 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -33039028.000000 Penalty: 6175.978027
	Iteration 80F: 3 clusters Score -3.303903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254962 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -33039020.000000 Penalty: 6175.978027
	Iteration 81Q: 3 clusters Score -3.303902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254970 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -33039012.000000 Penalty: 6175.978027
	Iteration 82Q: 3 clusters Score -3.303901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254978 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -33039018.000000 Penalty: 6175.978027
	Iteration 83Q: 3 clusters Score -3.303902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254987 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -33039046.000000 Penalty: 6175.978027
	Iteration 84Q: 3 clusters Score -3.303905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254993 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -33039032.000000 Penalty: 6175.978027
	Iteration 85Q: 3 clusters Score -3.303903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254997 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -33039024.000000 Penalty: 6175.978027
	Iteration 86Q: 3 clusters Score -3.303902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255001 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -33039026.000000 Penalty: 6175.978027
	Iteration 87Q: 3 clusters Score -3.303903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255002 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -33039016.000000 Penalty: 6175.978027
	Iteration 88Q: 3 clusters Score -3.303902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255005 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -33038998.000000 Penalty: 6175.978027
	Iteration 89Q: 3 clusters Score -3.3039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255007 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -33039008.000000 Penalty: 6175.978027
	Iteration 90Q: 3 clusters Score -3.303901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255006 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -33039008.000000 Penalty: 6175.978027
	Iteration 91Q: 3 clusters Score -3.303901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255006 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -33039008.000000 Penalty: 6175.978027
	Iteration 92F: 3 clusters Score -3.303901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Entering Unmasked Estep 
Score: -3472722.250000 Penalty: 2526.742676
	Iteration 0F: 2 clusters Score -3472722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3454471.500000 Penalty: 5053.485352
	Iteration 0F: 3 clusters Score -3454472 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -3460885.500000 Penalty: 5053.485352
	Iteration 1F: 3 clusters Score -3460886 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3461263.000000 Penalty: 5053.485352
	Iteration 2Q: 3 clusters Score -3461263 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3461509.750000 Penalty: 5053.485352
	Iteration 3Q: 3 clusters Score -3461510 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3461725.750000 Penalty: 5053.485352
	Iteration 4Q: 3 clusters Score -3461726 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3461924.000000 Penalty: 5053.485352
	Iteration 5Q: 3 clusters Score -3461924 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3462070.500000 Penalty: 5053.485352
	Iteration 6Q: 3 clusters Score -3462070 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3462242.000000 Penalty: 5053.485352
	Iteration 7Q: 3 clusters Score -3462242 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3462400.000000 Penalty: 5053.485352
	Iteration 8Q: 3 clusters Score -3462400 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3462559.750000 Penalty: 5053.485352
	Iteration 9Q: 3 clusters Score -3462560 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3462739.750000 Penalty: 5053.485352
	Iteration 10Q: 3 clusters Score -3462740 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3462939.500000 Penalty: 5053.485352
	Iteration 11Q: 3 clusters Score -3462940 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3463152.000000 Penalty: 5053.485352
	Iteration 12Q: 3 clusters Score -3463152 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3463434.250000 Penalty: 5053.485352
	Iteration 13Q: 3 clusters Score -3463434 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3463841.750000 Penalty: 5053.485352
	Iteration 14Q: 3 clusters Score -3463842 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3464331.250000 Penalty: 5053.485352
	Iteration 15Q: 3 clusters Score -3464331 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3464951.750000 Penalty: 5053.485352
	Iteration 16Q: 3 clusters Score -3464952 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3465620.250000 Penalty: 5053.485352
	Iteration 17Q: 3 clusters Score -3465620 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3466252.250000 Penalty: 5053.485352
	Iteration 18Q: 3 clusters Score -3466252 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -3466789.750000 Penalty: 5053.485352
	Iteration 19Q: 3 clusters Score -3466790 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3467203.000000 Penalty: 5053.485352
	Iteration 20F: 3 clusters Score -3467203 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3467560.000000 Penalty: 5053.485352
	Iteration 21Q: 3 clusters Score -3467560 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3467821.500000 Penalty: 5053.485352
	Iteration 22Q: 3 clusters Score -3467822 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3468046.500000 Penalty: 5053.485352
	Iteration 23Q: 3 clusters Score -3468046 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3468226.000000 Penalty: 5053.485352
	Iteration 24Q: 3 clusters Score -3468226 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3468445.500000 Penalty: 5053.485352
	Iteration 25Q: 3 clusters Score -3468446 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3468627.250000 Penalty: 5053.485352
	Iteration 26Q: 3 clusters Score -3468627 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3468824.250000 Penalty: 5053.485352
	Iteration 27Q: 3 clusters Score -3468824 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3469000.750000 Penalty: 5053.485352
	Iteration 28Q: 3 clusters Score -3469001 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3469174.750000 Penalty: 5053.485352
	Iteration 29Q: 3 clusters Score -3469175 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3469312.250000 Penalty: 5053.485352
	Iteration 30Q: 3 clusters Score -3469312 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3469441.250000 Penalty: 5053.485352
	Iteration 31Q: 3 clusters Score -3469441 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3469577.750000 Penalty: 5053.485352
	Iteration 32Q: 3 clusters Score -3469578 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3469730.750000 Penalty: 5053.485352
	Iteration 33Q: 3 clusters Score -3469731 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3469864.000000 Penalty: 5053.485352
	Iteration 34Q: 3 clusters Score -3469864 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3469989.750000 Penalty: 5053.485352
	Iteration 35Q: 3 clusters Score -3469990 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3470090.000000 Penalty: 5053.485352
	Iteration 36Q: 3 clusters Score -3470090 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3470165.000000 Penalty: 5053.485352
	Iteration 37Q: 3 clusters Score -3470165 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3470232.250000 Penalty: 5053.485352
	Iteration 38Q: 3 clusters Score -3470232 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3470285.500000 Penalty: 5053.485352
	Iteration 39Q: 3 clusters Score -3470286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3470330.500000 Penalty: 5053.485352
	Iteration 40F: 3 clusters Score -3470330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3470362.500000 Penalty: 5053.485352
	Iteration 41Q: 3 clusters Score -3470362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3470377.250000 Penalty: 5053.485352
	Iteration 42Q: 3 clusters Score -3470377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3470394.500000 Penalty: 5053.485352
	Iteration 43Q: 3 clusters Score -3470394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3470405.250000 Penalty: 5053.485352
	Iteration 44Q: 3 clusters Score -3470405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3470420.750000 Penalty: 5053.485352
	Iteration 45Q: 3 clusters Score -3470421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3470433.750000 Penalty: 5053.485352
	Iteration 46Q: 3 clusters Score -3470434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3470435.500000 Penalty: 5053.485352
	Iteration 47Q: 3 clusters Score -3470436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3470441.500000 Penalty: 5053.485352
	Iteration 48Q: 3 clusters Score -3470442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3470441.750000 Penalty: 5053.485352
	Iteration 49Q: 3 clusters Score -3470442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3470442.750000 Penalty: 5053.485352
	Iteration 50Q: 3 clusters Score -3470443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3470450.750000 Penalty: 5053.485352
	Iteration 51Q: 3 clusters Score -3470451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3470458.250000 Penalty: 5053.485352
	Iteration 52Q: 3 clusters Score -3470458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3470465.250000 Penalty: 5053.485352
	Iteration 53Q: 3 clusters Score -3470465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3470466.000000 Penalty: 5053.485352
	Iteration 54Q: 3 clusters Score -3470466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3470470.250000 Penalty: 5053.485352
	Iteration 55Q: 3 clusters Score -3470470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3470470.250000 Penalty: 5053.485352
	Iteration 56Q: 3 clusters Score -3470470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3470477.250000 Penalty: 5053.485352
	Iteration 57Q: 3 clusters Score -3470477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3470482.250000 Penalty: 5053.485352
	Iteration 58Q: 3 clusters Score -3470482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3470487.250000 Penalty: 5053.485352
	Iteration 59Q: 3 clusters Score -3470487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3470492.250000 Penalty: 5053.485352
	Iteration 60F: 3 clusters Score -3470492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3470496.750000 Penalty: 5053.485352
	Iteration 61Q: 3 clusters Score -3470497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3470503.000000 Penalty: 5053.485352
	Iteration 62Q: 3 clusters Score -3470503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3470512.750000 Penalty: 5053.485352
	Iteration 63Q: 3 clusters Score -3470513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3470520.500000 Penalty: 5053.485352
	Iteration 64Q: 3 clusters Score -3470520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3470534.000000 Penalty: 5053.485352
	Iteration 65Q: 3 clusters Score -3470534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3470537.500000 Penalty: 5053.485352
	Iteration 66Q: 3 clusters Score -3470538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3470538.500000 Penalty: 5053.485352
	Iteration 67Q: 3 clusters Score -3470538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3470540.500000 Penalty: 5053.485352
	Iteration 68Q: 3 clusters Score -3470540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3470541.250000 Penalty: 5053.485352
	Iteration 69Q: 3 clusters Score -3470541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3470540.750000 Penalty: 5053.485352
	Iteration 70Q: 3 clusters Score -3470541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3470540.750000 Penalty: 5053.485352
	Iteration 71F: 3 clusters Score -3470541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Entering Unmasked Estep 
Score: -4397987.500000 Penalty: 2587.346680
	Iteration 0F: 2 clusters Score -4397988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -4374829.000000 Penalty: 5174.693359
	Iteration 0F: 3 clusters Score -4374829 nChanged 15293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4383163.500000 Penalty: 5174.693359
	Iteration 1F: 3 clusters Score -4383164 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -4383591.000000 Penalty: 5174.693359
	Iteration 2Q: 3 clusters Score -4383591 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4383972.000000 Penalty: 5174.693359
	Iteration 3Q: 3 clusters Score -4383972 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4384252.500000 Penalty: 5174.693359
	Iteration 4Q: 3 clusters Score -4384252 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -4384559.000000 Penalty: 5174.693359
	Iteration 5Q: 3 clusters Score -4384559 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4384846.000000 Penalty: 5174.693359
	Iteration 6Q: 3 clusters Score -4384846 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4385230.000000 Penalty: 5174.693359
	Iteration 7Q: 3 clusters Score -4385230 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -4385701.500000 Penalty: 5174.693359
	Iteration 8Q: 3 clusters Score -4385702 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4386305.000000 Penalty: 5174.693359
	Iteration 9Q: 3 clusters Score -4386305 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -4387192.500000 Penalty: 5174.693359
	Iteration 10Q: 3 clusters Score -4387192 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -4388307.000000 Penalty: 5174.693359
	Iteration 11Q: 3 clusters Score -4388307 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -4389479.000000 Penalty: 5174.693359
	Iteration 12Q: 3 clusters Score -4389479 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -4390585.000000 Penalty: 5174.693359
	Iteration 13Q: 3 clusters Score -4390585 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -4391503.500000 Penalty: 5174.693359
	Iteration 14Q: 3 clusters Score -4391504 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -4392372.500000 Penalty: 5174.693359
	Iteration 15Q: 3 clusters Score -4392372 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -4393046.000000 Penalty: 5174.693359
	Iteration 16Q: 3 clusters Score -4393046 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -4393587.500000 Penalty: 5174.693359
	Iteration 17Q: 3 clusters Score -4393588 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -4394055.000000 Penalty: 5174.693359
	Iteration 18Q: 3 clusters Score -4394055 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -4394478.000000 Penalty: 5174.693359
	Iteration 19Q: 3 clusters Score -4394478 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4394832.000000 Penalty: 5174.693359
	Iteration 20F: 3 clusters Score -4394832 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4395085.000000 Penalty: 5174.693359
	Iteration 21Q: 3 clusters Score -4395085 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4395274.500000 Penalty: 5174.693359
	Iteration 22Q: 3 clusters Score -4395274 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -4395416.500000 Penalty: 5174.693359
	Iteration 23Q: 3 clusters Score -4395416 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4395523.000000 Penalty: 5174.693359
	Iteration 24Q: 3 clusters Score -4395523 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -4395608.500000 Penalty: 5174.693359
	Iteration 25Q: 3 clusters Score -4395608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -4395670.500000 Penalty: 5174.693359
	Iteration 26Q: 3 clusters Score -4395670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -4395713.500000 Penalty: 5174.693359
	Iteration 27Q: 3 clusters Score -4395714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4395742.000000 Penalty: 5174.693359
	Iteration 28Q: 3 clusters Score -4395742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -4395763.500000 Penalty: 5174.693359
	Iteration 29Q: 3 clusters Score -4395764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -4395779.500000 Penalty: 5174.693359
	Iteration 30Q: 3 clusters Score -4395780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -4395782.500000 Penalty: 5174.693359
	Iteration 31Q: 3 clusters Score -4395782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -4395787.500000 Penalty: 5174.693359
	Iteration 32Q: 3 clusters Score -4395788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -4395791.500000 Penalty: 5174.693359
	Iteration 33Q: 3 clusters Score -4395792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -4395797.500000 Penalty: 5174.693359
	Iteration 34Q: 3 clusters Score -4395798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4395801.500000 Penalty: 5174.693359
	Iteration 35Q: 3 clusters Score -4395802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -4395805.500000 Penalty: 5174.693359
	Iteration 36Q: 3 clusters Score -4395806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4395805.500000 Penalty: 5174.693359
	Iteration 37Q: 3 clusters Score -4395806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -4395809.000000 Penalty: 5174.693359
	Iteration 38Q: 3 clusters Score -4395809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -4395815.500000 Penalty: 5174.693359
	Iteration 39Q: 3 clusters Score -4395816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -4395816.000000 Penalty: 5174.693359
	Iteration 40F: 3 clusters Score -4395816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4395818.500000 Penalty: 5174.693359
	Iteration 41Q: 3 clusters Score -4395818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4395821.500000 Penalty: 5174.693359
	Iteration 42Q: 3 clusters Score -4395822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -4395824.500000 Penalty: 5174.693359
	Iteration 43Q: 3 clusters Score -4395824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4395828.000000 Penalty: 5174.693359
	Iteration 44Q: 3 clusters Score -4395828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4395830.500000 Penalty: 5174.693359
	Iteration 45Q: 3 clusters Score -4395830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -4395831.000000 Penalty: 5174.693359
	Iteration 46Q: 3 clusters Score -4395831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4395833.500000 Penalty: 5174.693359
	Iteration 47Q: 3 clusters Score -4395834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -4395834.000000 Penalty: 5174.693359
	Iteration 48Q: 3 clusters Score -4395834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -4395834.500000 Penalty: 5174.693359
	Iteration 49Q: 3 clusters Score -4395834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -4395836.500000 Penalty: 5174.693359
	Iteration 50Q: 3 clusters Score -4395836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4395837.500000 Penalty: 5174.693359
	Iteration 51Q: 3 clusters Score -4395838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4395837.500000 Penalty: 5174.693359
	Iteration 52F: 3 clusters Score -4395838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Entering Unmasked Estep 
Score: -6468299.000000 Penalty: 2681.422852
	Iteration 0F: 2 clusters Score -6468299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -6434729.000000 Penalty: 5362.845703
	Iteration 0F: 3 clusters Score -6434729 nChanged 22905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -6447331.000000 Penalty: 5362.845703
	Iteration 1F: 3 clusters Score -6447331 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -6447873.500000 Penalty: 5362.845703
	Iteration 2Q: 3 clusters Score -6447874 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -6448368.000000 Penalty: 5362.845703
	Iteration 3Q: 3 clusters Score -6448368 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -6448842.500000 Penalty: 5362.845703
	Iteration 4Q: 3 clusters Score -6448842 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -6449375.000000 Penalty: 5362.845703
	Iteration 5Q: 3 clusters Score -6449375 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -6449999.000000 Penalty: 5362.845703
	Iteration 6Q: 3 clusters Score -6449999 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -6450923.500000 Penalty: 5362.845703
	Iteration 7Q: 3 clusters Score -6450924 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -6452089.500000 Penalty: 5362.845703
	Iteration 8Q: 3 clusters Score -6452090 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -6453562.000000 Penalty: 5362.845703
	Iteration 9F: 3 clusters Score -6453562 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -6455566.500000 Penalty: 5362.845703
	Iteration 10F: 3 clusters Score -6455566 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -6457961.000000 Penalty: 5362.845703
	Iteration 11F: 3 clusters Score -6457961 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -6459929.000000 Penalty: 5362.845703
	Iteration 12F: 3 clusters Score -6459929 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -6461040.500000 Penalty: 5362.845703
	Iteration 13Q: 3 clusters Score -6461040 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -6461576.000000 Penalty: 5362.845703
	Iteration 14Q: 3 clusters Score -6461576 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -6461823.500000 Penalty: 5362.845703
	Iteration 15Q: 3 clusters Score -6461824 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -6462085.500000 Penalty: 5362.845703
	Iteration 16Q: 3 clusters Score -6462086 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -6462310.500000 Penalty: 5362.845703
	Iteration 17Q: 3 clusters Score -6462310 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -6462537.500000 Penalty: 5362.845703
	Iteration 18Q: 3 clusters Score -6462538 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -6462717.000000 Penalty: 5362.845703
	Iteration 19Q: 3 clusters Score -6462717 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -6462888.000000 Penalty: 5362.845703
	Iteration 20F: 3 clusters Score -6462888 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -6463079.000000 Penalty: 5362.845703
	Iteration 21Q: 3 clusters Score -6463079 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -6463247.000000 Penalty: 5362.845703
	Iteration 22Q: 3 clusters Score -6463247 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -6463434.500000 Penalty: 5362.845703
	Iteration 23Q: 3 clusters Score -6463434 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -6463632.500000 Penalty: 5362.845703
	Iteration 24Q: 3 clusters Score -6463632 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -6463775.500000 Penalty: 5362.845703
	Iteration 25Q: 3 clusters Score -6463776 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -6463978.500000 Penalty: 5362.845703
	Iteration 26Q: 3 clusters Score -6463978 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -6464169.500000 Penalty: 5362.845703
	Iteration 27Q: 3 clusters Score -6464170 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -6464347.000000 Penalty: 5362.845703
	Iteration 28Q: 3 clusters Score -6464347 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -6464519.000000 Penalty: 5362.845703
	Iteration 29Q: 3 clusters Score -6464519 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -6464641.000000 Penalty: 5362.845703
	Iteration 30Q: 3 clusters Score -6464641 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -6464783.500000 Penalty: 5362.845703
	Iteration 31Q: 3 clusters Score -6464784 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -6464920.500000 Penalty: 5362.845703
	Iteration 32Q: 3 clusters Score -6464920 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -6465014.000000 Penalty: 5362.845703
	Iteration 33Q: 3 clusters Score -6465014 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -6465121.500000 Penalty: 5362.845703
	Iteration 34Q: 3 clusters Score -6465122 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6465259.000000 Penalty: 5362.845703
	Iteration 35Q: 3 clusters Score -6465259 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6465378.000000 Penalty: 5362.845703
	Iteration 36Q: 3 clusters Score -6465378 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6465493.500000 Penalty: 5362.845703
	Iteration 37Q: 3 clusters Score -6465494 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -6465579.500000 Penalty: 5362.845703
	Iteration 38Q: 3 clusters Score -6465580 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6465646.000000 Penalty: 5362.845703
	Iteration 39Q: 3 clusters Score -6465646 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6465723.000000 Penalty: 5362.845703
	Iteration 40F: 3 clusters Score -6465723 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6465747.000000 Penalty: 5362.845703
	Iteration 41Q: 3 clusters Score -6465747 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6465787.000000 Penalty: 5362.845703
	Iteration 42Q: 3 clusters Score -6465787 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6465808.500000 Penalty: 5362.845703
	Iteration 43Q: 3 clusters Score -6465808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6465846.000000 Penalty: 5362.845703
	Iteration 44Q: 3 clusters Score -6465846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6465876.500000 Penalty: 5362.845703
	Iteration 45Q: 3 clusters Score -6465876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6465884.500000 Penalty: 5362.845703
	Iteration 46Q: 3 clusters Score -6465884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6465919.000000 Penalty: 5362.845703
	Iteration 47Q: 3 clusters Score -6465919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6465928.000000 Penalty: 5362.845703
	Iteration 48Q: 3 clusters Score -6465928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6465935.500000 Penalty: 5362.845703
	Iteration 49Q: 3 clusters Score -6465936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6465950.500000 Penalty: 5362.845703
	Iteration 50Q: 3 clusters Score -6465950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6465964.000000 Penalty: 5362.845703
	Iteration 51Q: 3 clusters Score -6465964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6465966.500000 Penalty: 5362.845703
	Iteration 52Q: 3 clusters Score -6465966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6465967.000000 Penalty: 5362.845703
	Iteration 53Q: 3 clusters Score -6465967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6465970.000000 Penalty: 5362.845703
	Iteration 54Q: 3 clusters Score -6465970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6465977.500000 Penalty: 5362.845703
	Iteration 55Q: 3 clusters Score -6465978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6465970.500000 Penalty: 5362.845703
	Iteration 56Q: 3 clusters Score -6465970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6465966.500000 Penalty: 5362.845703
	Iteration 57Q: 3 clusters Score -6465966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6465964.000000 Penalty: 5362.845703
	Iteration 58Q: 3 clusters Score -6465964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6465970.500000 Penalty: 5362.845703
	Iteration 59Q: 3 clusters Score -6465970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6465966.000000 Penalty: 5362.845703
	Iteration 60F: 3 clusters Score -6465966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6465978.000000 Penalty: 5362.845703
	Iteration 61Q: 3 clusters Score -6465978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6465977.000000 Penalty: 5362.845703
	Iteration 62Q: 3 clusters Score -6465977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6465969.500000 Penalty: 5362.845703
	Iteration 63Q: 3 clusters Score -6465970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6465977.000000 Penalty: 5362.845703
	Iteration 64Q: 3 clusters Score -6465977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6465969.500000 Penalty: 5362.845703
	Iteration 65Q: 3 clusters Score -6465970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6465974.500000 Penalty: 5362.845703
	Iteration 66Q: 3 clusters Score -6465974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6465979.500000 Penalty: 5362.845703
	Iteration 67Q: 3 clusters Score -6465980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6465979.000000 Penalty: 5362.845703
	Iteration 68Q: 3 clusters Score -6465979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6465981.500000 Penalty: 5362.845703
	Iteration 69Q: 3 clusters Score -6465982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6465986.500000 Penalty: 5362.845703
	Iteration 70Q: 3 clusters Score -6465986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6465992.500000 Penalty: 5362.845703
	Iteration 71Q: 3 clusters Score -6465992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6465990.000000 Penalty: 5362.845703
	Iteration 72Q: 3 clusters Score -6465990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6465986.500000 Penalty: 5362.845703
	Iteration 73Q: 3 clusters Score -6465986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6465988.500000 Penalty: 5362.845703
	Iteration 74Q: 3 clusters Score -6465988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6465990.500000 Penalty: 5362.845703
	Iteration 75Q: 3 clusters Score -6465990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6465999.500000 Penalty: 5362.845703
	Iteration 76Q: 3 clusters Score -6466000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6465999.500000 Penalty: 5362.845703
	Iteration 77Q: 3 clusters Score -6466000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6465994.000000 Penalty: 5362.845703
	Iteration 78Q: 3 clusters Score -6465994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6465996.000000 Penalty: 5362.845703
	Iteration 79Q: 3 clusters Score -6465996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6465996.000000 Penalty: 5362.845703
	Iteration 80F: 3 clusters Score -6465996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -96699.609375 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -96699.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94848.593750 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -94848.59 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95087.695312 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -95087.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95226.875000 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -95226.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95301.804688 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -95301.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95354.625000 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -95354.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95414.921875 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -95414.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95479.562500 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -95479.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95516.382812 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -95516.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95535.976562 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -95535.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95550.929688 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -95550.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95565.281250 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -95565.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95576.625000 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -95576.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95586.546875 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -95586.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95603.531250 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -95603.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -95622.828125 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -95622.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95650.710938 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -95650.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95673.875000 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -95673.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95693.320312 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -95693.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95727.320312 Penalty: 3338.584961
	Iteration 18Q: 3 clusters Score -95727.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95777.609375 Penalty: 3338.584961
	Iteration 19Q: 3 clusters Score -95777.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95825.039062 Penalty: 3338.584961
	Iteration 20F: 3 clusters Score -95825.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95901.796875 Penalty: 3338.584961
	Iteration 21Q: 3 clusters Score -95901.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95968.695312 Penalty: 3338.584961
	Iteration 22Q: 3 clusters Score -95968.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -96025.921875 Penalty: 3338.584961
	Iteration 23Q: 3 clusters Score -96025.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96057.703125 Penalty: 3338.584961
	Iteration 24Q: 3 clusters Score -96057.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -96086.031250 Penalty: 3338.584961
	Iteration 25Q: 3 clusters Score -96086.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96115.671875 Penalty: 3338.584961
	Iteration 26Q: 3 clusters Score -96115.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96151.062500 Penalty: 3338.584961
	Iteration 27Q: 3 clusters Score -96151.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -96178.460938 Penalty: 3338.584961
	Iteration 28Q: 3 clusters Score -96178.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -96201.937500 Penalty: 3338.584961
	Iteration 29Q: 3 clusters Score -96201.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -96239.898438 Penalty: 3338.584961
	Iteration 30Q: 3 clusters Score -96239.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96286.750000 Penalty: 3338.584961
	Iteration 31Q: 3 clusters Score -96286.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96344.828125 Penalty: 3338.584961
	Iteration 32Q: 3 clusters Score -96344.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96411.906250 Penalty: 3338.584961
	Iteration 33Q: 3 clusters Score -96411.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -96488.828125 Penalty: 3338.584961
	Iteration 34Q: 3 clusters Score -96488.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -96587.382812 Penalty: 3338.584961
	Iteration 35Q: 3 clusters Score -96587.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -96640.914062 Penalty: 3338.584961
	Iteration 36Q: 3 clusters Score -96640.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -96697.078125 Penalty: 3338.584961
	Iteration 37Q: 3 clusters Score -96697.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -96745.390625 Penalty: 3338.584961
	Iteration 38Q: 3 clusters Score -96745.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -96750.562500 Penalty: 3338.584961
	Iteration 39Q: 3 clusters Score -96750.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -96750.562500 Penalty: 3338.584961
	Iteration 40F: 3 clusters Score -96750.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 9719 members 
Mstep: Class 3 contains 8986 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 78545 members 
Mstep: Class 6 contains 101164 members 
Mstep: Class 7 contains 30959 members 
Mstep: Class 8 contains 153551 members 
Mstep: Class 9 contains 7993 members 
Mstep: Class 10 contains 13456 members 
Mstep: Class 11 contains 41819 members 
Mstep: Class 12 contains 106164 members 
Mstep: Class 13 contains 47913 members 
Mstep: Class 14 contains 255651 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33957 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 7051 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 9135 members 
Mstep: Class 23 contains 5203 members 
Mstep: Class 24 contains 12624 members 
Mstep: Class 25 contains 7787 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8518 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 105015 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12269 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45607 members 
Mstep: Class 35 contains 531 members 
Entering Unmasked Estep 
Score: -157745728.000000 Penalty: 121963.125000
Splitting cluster 18 changes total score from -157747264.000000 to -157745728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (7051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Entering Unmasked Estep 
Score: -857890.937500 Penalty: 2197.509277
	Iteration 0F: 2 clusters Score -857890.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -852084.062500 Penalty: 4395.018555
	Iteration 0F: 3 clusters Score -852084.1 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -853680.250000 Penalty: 4395.018555
	Iteration 1F: 3 clusters Score -853680.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -853964.625000 Penalty: 4395.018555
	Iteration 2F: 3 clusters Score -853964.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -854156.750000 Penalty: 4395.018555
	Iteration 3Q: 3 clusters Score -854156.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -854305.562500 Penalty: 4395.018555
	Iteration 4Q: 3 clusters Score -854305.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -854465.750000 Penalty: 4395.018555
	Iteration 5Q: 3 clusters Score -854465.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -854637.687500 Penalty: 4395.018555
	Iteration 6Q: 3 clusters Score -854637.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -854770.750000 Penalty: 4395.018555
	Iteration 7Q: 3 clusters Score -854770.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -854902.562500 Penalty: 4395.018555
	Iteration 8Q: 3 clusters Score -854902.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -855049.437500 Penalty: 4395.018555
	Iteration 9Q: 3 clusters Score -855049.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -855164.750000 Penalty: 4395.018555
	Iteration 10Q: 3 clusters Score -855164.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -855266.000000 Penalty: 4395.018555
	Iteration 11Q: 3 clusters Score -855266 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -855386.250000 Penalty: 4395.018555
	Iteration 12Q: 3 clusters Score -855386.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -855493.687500 Penalty: 4395.018555
	Iteration 13Q: 3 clusters Score -855493.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -855560.437500 Penalty: 4395.018555
	Iteration 14Q: 3 clusters Score -855560.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -855620.125000 Penalty: 4395.018555
	Iteration 15Q: 3 clusters Score -855620.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -855665.000000 Penalty: 4395.018555
	Iteration 16Q: 3 clusters Score -855665 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -855706.625000 Penalty: 4395.018555
	Iteration 17Q: 3 clusters Score -855706.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -855745.687500 Penalty: 4395.018555
	Iteration 18Q: 3 clusters Score -855745.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -855775.437500 Penalty: 4395.018555
	Iteration 19Q: 3 clusters Score -855775.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -855800.187500 Penalty: 4395.018555
	Iteration 20F: 3 clusters Score -855800.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -855832.500000 Penalty: 4395.018555
	Iteration 21Q: 3 clusters Score -855832.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -855862.750000 Penalty: 4395.018555
	Iteration 22Q: 3 clusters Score -855862.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -855896.187500 Penalty: 4395.018555
	Iteration 23Q: 3 clusters Score -855896.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -855933.687500 Penalty: 4395.018555
	Iteration 24Q: 3 clusters Score -855933.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -855963.750000 Penalty: 4395.018555
	Iteration 25Q: 3 clusters Score -855963.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -855987.500000 Penalty: 4395.018555
	Iteration 26Q: 3 clusters Score -855987.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -856007.750000 Penalty: 4395.018555
	Iteration 27Q: 3 clusters Score -856007.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -856034.937500 Penalty: 4395.018555
	Iteration 28Q: 3 clusters Score -856034.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -856049.812500 Penalty: 4395.018555
	Iteration 29Q: 3 clusters Score -856049.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -856064.687500 Penalty: 4395.018555
	Iteration 30Q: 3 clusters Score -856064.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -856075.750000 Penalty: 4395.018555
	Iteration 31Q: 3 clusters Score -856075.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -856089.875000 Penalty: 4395.018555
	Iteration 32Q: 3 clusters Score -856089.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -856097.250000 Penalty: 4395.018555
	Iteration 33Q: 3 clusters Score -856097.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -856111.187500 Penalty: 4395.018555
	Iteration 34Q: 3 clusters Score -856111.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -856121.187500 Penalty: 4395.018555
	Iteration 35Q: 3 clusters Score -856121.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -856127.812500 Penalty: 4395.018555
	Iteration 36Q: 3 clusters Score -856127.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -856135.187500 Penalty: 4395.018555
	Iteration 37Q: 3 clusters Score -856135.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -856140.375000 Penalty: 4395.018555
	Iteration 38Q: 3 clusters Score -856140.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -856147.750000 Penalty: 4395.018555
	Iteration 39Q: 3 clusters Score -856147.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -856156.625000 Penalty: 4395.018555
	Iteration 40F: 3 clusters Score -856156.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -856167.437500 Penalty: 4395.018555
	Iteration 41Q: 3 clusters Score -856167.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -856183.500000 Penalty: 4395.018555
	Iteration 42Q: 3 clusters Score -856183.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -856194.750000 Penalty: 4395.018555
	Iteration 43Q: 3 clusters Score -856194.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -856208.437500 Penalty: 4395.018555
	Iteration 44Q: 3 clusters Score -856208.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -856226.000000 Penalty: 4395.018555
	Iteration 45Q: 3 clusters Score -856226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -856235.312500 Penalty: 4395.018555
	Iteration 46Q: 3 clusters Score -856235.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -856243.125000 Penalty: 4395.018555
	Iteration 47Q: 3 clusters Score -856243.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -856249.500000 Penalty: 4395.018555
	Iteration 48Q: 3 clusters Score -856249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -856254.000000 Penalty: 4395.018555
	Iteration 49Q: 3 clusters Score -856254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -856260.500000 Penalty: 4395.018555
	Iteration 50Q: 3 clusters Score -856260.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -856266.437500 Penalty: 4395.018555
	Iteration 51Q: 3 clusters Score -856266.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -856268.312500 Penalty: 4395.018555
	Iteration 52Q: 3 clusters Score -856268.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -856273.562500 Penalty: 4395.018555
	Iteration 53Q: 3 clusters Score -856273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -856271.875000 Penalty: 4395.018555
	Iteration 54Q: 3 clusters Score -856271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -856276.125000 Penalty: 4395.018555
	Iteration 55Q: 3 clusters Score -856276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -856278.437500 Penalty: 4395.018555
	Iteration 56Q: 3 clusters Score -856278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -856279.437500 Penalty: 4395.018555
	Iteration 57Q: 3 clusters Score -856279.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -856281.250000 Penalty: 4395.018555
	Iteration 58Q: 3 clusters Score -856281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -856282.312500 Penalty: 4395.018555
	Iteration 59Q: 3 clusters Score -856282.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -856284.000000 Penalty: 4395.018555
	Iteration 60F: 3 clusters Score -856284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -856285.250000 Penalty: 4395.018555
	Iteration 61Q: 3 clusters Score -856285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -856285.625000 Penalty: 4395.018555
	Iteration 62Q: 3 clusters Score -856285.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -856288.562500 Penalty: 4395.018555
	Iteration 63Q: 3 clusters Score -856288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -856290.437500 Penalty: 4395.018555
	Iteration 64Q: 3 clusters Score -856290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -856291.625000 Penalty: 4395.018555
	Iteration 65Q: 3 clusters Score -856291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -856292.875000 Penalty: 4395.018555
	Iteration 66Q: 3 clusters Score -856292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -856293.937500 Penalty: 4395.018555
	Iteration 67Q: 3 clusters Score -856293.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -856296.625000 Penalty: 4395.018555
	Iteration 68Q: 3 clusters Score -856296.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -856299.750000 Penalty: 4395.018555
	Iteration 69Q: 3 clusters Score -856299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -856301.750000 Penalty: 4395.018555
	Iteration 70Q: 3 clusters Score -856301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -856302.562500 Penalty: 4395.018555
	Iteration 71Q: 3 clusters Score -856302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -856302.562500 Penalty: 4395.018555
	Iteration 72F: 3 clusters Score -856302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Entering Unmasked Estep 
Score: -4639278.000000 Penalty: 2597.821777
	Iteration 0F: 2 clusters Score -4639278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -4615105.500000 Penalty: 5195.643555
	Iteration 0F: 3 clusters Score -4615106 nChanged 16127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4623872.500000 Penalty: 5195.643555
	Iteration 1F: 3 clusters Score -4623872 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -4624287.000000 Penalty: 5195.643555
	Iteration 2Q: 3 clusters Score -4624287 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4624674.500000 Penalty: 5195.643555
	Iteration 3Q: 3 clusters Score -4624674 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4624983.000000 Penalty: 5195.643555
	Iteration 4Q: 3 clusters Score -4624983 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4625310.000000 Penalty: 5195.643555
	Iteration 5Q: 3 clusters Score -4625310 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -4625645.500000 Penalty: 5195.643555
	Iteration 6Q: 3 clusters Score -4625646 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4626027.000000 Penalty: 5195.643555
	Iteration 7Q: 3 clusters Score -4626027 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4626442.000000 Penalty: 5195.643555
	Iteration 8Q: 3 clusters Score -4626442 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4627047.500000 Penalty: 5195.643555
	Iteration 9Q: 3 clusters Score -4627048 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -4627881.500000 Penalty: 5195.643555
	Iteration 10Q: 3 clusters Score -4627882 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -4628869.000000 Penalty: 5195.643555
	Iteration 11Q: 3 clusters Score -4628869 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -4630132.500000 Penalty: 5195.643555
	Iteration 12Q: 3 clusters Score -4630132 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -4631510.000000 Penalty: 5195.643555
	Iteration 13F: 3 clusters Score -4631510 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -4632662.000000 Penalty: 5195.643555
	Iteration 14Q: 3 clusters Score -4632662 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -4633603.000000 Penalty: 5195.643555
	Iteration 15Q: 3 clusters Score -4633603 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -4634290.000000 Penalty: 5195.643555
	Iteration 16Q: 3 clusters Score -4634290 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4634862.000000 Penalty: 5195.643555
	Iteration 17Q: 3 clusters Score -4634862 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4635286.000000 Penalty: 5195.643555
	Iteration 18Q: 3 clusters Score -4635286 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4635713.500000 Penalty: 5195.643555
	Iteration 19Q: 3 clusters Score -4635714 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4636028.000000 Penalty: 5195.643555
	Iteration 20F: 3 clusters Score -4636028 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4636285.500000 Penalty: 5195.643555
	Iteration 21Q: 3 clusters Score -4636286 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4636497.500000 Penalty: 5195.643555
	Iteration 22Q: 3 clusters Score -4636498 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4636650.500000 Penalty: 5195.643555
	Iteration 23Q: 3 clusters Score -4636650 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4636759.500000 Penalty: 5195.643555
	Iteration 24Q: 3 clusters Score -4636760 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4636833.500000 Penalty: 5195.643555
	Iteration 25Q: 3 clusters Score -4636834 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4636895.500000 Penalty: 5195.643555
	Iteration 26Q: 3 clusters Score -4636896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4636928.000000 Penalty: 5195.643555
	Iteration 27Q: 3 clusters Score -4636928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4636954.500000 Penalty: 5195.643555
	Iteration 28Q: 3 clusters Score -4636954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4636963.500000 Penalty: 5195.643555
	Iteration 29Q: 3 clusters Score -4636964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4636974.000000 Penalty: 5195.643555
	Iteration 30Q: 3 clusters Score -4636974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4636989.000000 Penalty: 5195.643555
	Iteration 31Q: 3 clusters Score -4636989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4636999.500000 Penalty: 5195.643555
	Iteration 32Q: 3 clusters Score -4637000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4636999.000000 Penalty: 5195.643555
	Iteration 33Q: 3 clusters Score -4636999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4637009.000000 Penalty: 5195.643555
	Iteration 34Q: 3 clusters Score -4637009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4637011.000000 Penalty: 5195.643555
	Iteration 35Q: 3 clusters Score -4637011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4637022.000000 Penalty: 5195.643555
	Iteration 36Q: 3 clusters Score -4637022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4637020.500000 Penalty: 5195.643555
	Iteration 37Q: 3 clusters Score -4637020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4637020.500000 Penalty: 5195.643555
	Iteration 38Q: 3 clusters Score -4637020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4637025.000000 Penalty: 5195.643555
	Iteration 39Q: 3 clusters Score -4637025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4637023.500000 Penalty: 5195.643555
	Iteration 40F: 3 clusters Score -4637024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4637021.000000 Penalty: 5195.643555
	Iteration 41Q: 3 clusters Score -4637021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4637023.500000 Penalty: 5195.643555
	Iteration 42Q: 3 clusters Score -4637024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4637023.500000 Penalty: 5195.643555
	Iteration 43F: 3 clusters Score -4637024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Entering Unmasked Estep 
Score: -574410.312500 Penalty: 2097.761719
	Iteration 0F: 2 clusters Score -574410.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -570107.250000 Penalty: 4195.523438
	Iteration 0F: 3 clusters Score -570107.2 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -571335.312500 Penalty: 4195.523438
	Iteration 1F: 3 clusters Score -571335.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -571791.625000 Penalty: 4195.523438
	Iteration 2F: 3 clusters Score -571791.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -572142.562500 Penalty: 4195.523438
	Iteration 3F: 3 clusters Score -572142.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -572528.812500 Penalty: 4195.523438
	Iteration 4F: 3 clusters Score -572528.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -572874.437500 Penalty: 4195.523438
	Iteration 5F: 3 clusters Score -572874.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -573108.375000 Penalty: 4195.523438
	Iteration 6F: 3 clusters Score -573108.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -573249.000000 Penalty: 4195.523438
	Iteration 7Q: 3 clusters Score -573249 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -573305.687500 Penalty: 4195.523438
	Iteration 8Q: 3 clusters Score -573305.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -573327.625000 Penalty: 4195.523438
	Iteration 9Q: 3 clusters Score -573327.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -573347.937500 Penalty: 4195.523438
	Iteration 10Q: 3 clusters Score -573347.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -573363.125000 Penalty: 4195.523438
	Iteration 11Q: 3 clusters Score -573363.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -573369.687500 Penalty: 4195.523438
	Iteration 12Q: 3 clusters Score -573369.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -573374.312500 Penalty: 4195.523438
	Iteration 13Q: 3 clusters Score -573374.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -573375.187500 Penalty: 4195.523438
	Iteration 14Q: 3 clusters Score -573375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -573376.625000 Penalty: 4195.523438
	Iteration 15Q: 3 clusters Score -573376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -573378.187500 Penalty: 4195.523438
	Iteration 16Q: 3 clusters Score -573378.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -573378.000000 Penalty: 4195.523438
	Iteration 17Q: 3 clusters Score -573378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -573380.125000 Penalty: 4195.523438
	Iteration 18Q: 3 clusters Score -573380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -573380.687500 Penalty: 4195.523438
	Iteration 19Q: 3 clusters Score -573380.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -573380.687500 Penalty: 4195.523438
	Iteration 20F: 3 clusters Score -573380.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Entering Unmasked Estep 
Score: -1130956.625000 Penalty: 2261.727295
	Iteration 0F: 2 clusters Score -1130957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1123811.250000 Penalty: 4523.454590
	Iteration 0F: 3 clusters Score -1123811 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1125826.750000 Penalty: 4523.454590
	Iteration 1F: 3 clusters Score -1125827 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1126120.875000 Penalty: 4523.454590
	Iteration 2F: 3 clusters Score -1126121 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1126367.875000 Penalty: 4523.454590
	Iteration 3F: 3 clusters Score -1126368 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1126568.375000 Penalty: 4523.454590
	Iteration 4Q: 3 clusters Score -1126568 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1126745.875000 Penalty: 4523.454590
	Iteration 5Q: 3 clusters Score -1126746 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1126908.375000 Penalty: 4523.454590
	Iteration 6Q: 3 clusters Score -1126908 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1127075.250000 Penalty: 4523.454590
	Iteration 7Q: 3 clusters Score -1127075 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1127237.000000 Penalty: 4523.454590
	Iteration 8Q: 3 clusters Score -1127237 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1127404.625000 Penalty: 4523.454590
	Iteration 9Q: 3 clusters Score -1127405 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1127568.375000 Penalty: 4523.454590
	Iteration 10Q: 3 clusters Score -1127568 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1127754.500000 Penalty: 4523.454590
	Iteration 11Q: 3 clusters Score -1127754 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1127920.625000 Penalty: 4523.454590
	Iteration 12Q: 3 clusters Score -1127921 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1128078.875000 Penalty: 4523.454590
	Iteration 13Q: 3 clusters Score -1128079 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1128225.625000 Penalty: 4523.454590
	Iteration 14Q: 3 clusters Score -1128226 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1128352.000000 Penalty: 4523.454590
	Iteration 15Q: 3 clusters Score -1128352 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1128459.500000 Penalty: 4523.454590
	Iteration 16Q: 3 clusters Score -1128460 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1128539.125000 Penalty: 4523.454590
	Iteration 17Q: 3 clusters Score -1128539 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1128592.500000 Penalty: 4523.454590
	Iteration 18Q: 3 clusters Score -1128592 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1128636.875000 Penalty: 4523.454590
	Iteration 19Q: 3 clusters Score -1128637 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1128671.000000 Penalty: 4523.454590
	Iteration 20F: 3 clusters Score -1128671 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1128697.500000 Penalty: 4523.454590
	Iteration 21Q: 3 clusters Score -1128698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1128717.625000 Penalty: 4523.454590
	Iteration 22Q: 3 clusters Score -1128718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1128728.500000 Penalty: 4523.454590
	Iteration 23Q: 3 clusters Score -1128728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1128742.875000 Penalty: 4523.454590
	Iteration 24Q: 3 clusters Score -1128743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1128750.250000 Penalty: 4523.454590
	Iteration 25Q: 3 clusters Score -1128750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1128758.000000 Penalty: 4523.454590
	Iteration 26Q: 3 clusters Score -1128758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1128762.000000 Penalty: 4523.454590
	Iteration 27Q: 3 clusters Score -1128762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1128763.750000 Penalty: 4523.454590
	Iteration 28Q: 3 clusters Score -1128764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1128766.750000 Penalty: 4523.454590
	Iteration 29Q: 3 clusters Score -1128767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1128768.875000 Penalty: 4523.454590
	Iteration 30Q: 3 clusters Score -1128769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1128772.375000 Penalty: 4523.454590
	Iteration 31Q: 3 clusters Score -1128772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1128772.625000 Penalty: 4523.454590
	Iteration 32Q: 3 clusters Score -1128773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1128776.000000 Penalty: 4523.454590
	Iteration 33Q: 3 clusters Score -1128776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1128776.375000 Penalty: 4523.454590
	Iteration 34Q: 3 clusters Score -1128776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1128776.750000 Penalty: 4523.454590
	Iteration 35Q: 3 clusters Score -1128777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1128777.500000 Penalty: 4523.454590
	Iteration 36Q: 3 clusters Score -1128778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1128778.250000 Penalty: 4523.454590
	Iteration 37Q: 3 clusters Score -1128778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1128778.625000 Penalty: 4523.454590
	Iteration 38Q: 3 clusters Score -1128779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1128777.625000 Penalty: 4523.454590
	Iteration 39Q: 3 clusters Score -1128778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1128779.625000 Penalty: 4523.454590
	Iteration 40F: 3 clusters Score -1128780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1128778.625000 Penalty: 4523.454590
	Iteration 41Q: 3 clusters Score -1128779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1128780.625000 Penalty: 4523.454590
	Iteration 42Q: 3 clusters Score -1128781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1128781.750000 Penalty: 4523.454590
	Iteration 43Q: 3 clusters Score -1128782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1128783.000000 Penalty: 4523.454590
	Iteration 44Q: 3 clusters Score -1128783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1128783.500000 Penalty: 4523.454590
	Iteration 45Q: 3 clusters Score -1128784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1128785.750000 Penalty: 4523.454590
	Iteration 46Q: 3 clusters Score -1128786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1128785.875000 Penalty: 4523.454590
	Iteration 47Q: 3 clusters Score -1128786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1128788.250000 Penalty: 4523.454590
	Iteration 48Q: 3 clusters Score -1128788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1128789.875000 Penalty: 4523.454590
	Iteration 49Q: 3 clusters Score -1128790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1128793.000000 Penalty: 4523.454590
	Iteration 50Q: 3 clusters Score -1128793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1128794.000000 Penalty: 4523.454590
	Iteration 51Q: 3 clusters Score -1128794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1128796.875000 Penalty: 4523.454590
	Iteration 52Q: 3 clusters Score -1128797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1128801.375000 Penalty: 4523.454590
	Iteration 53Q: 3 clusters Score -1128801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1128801.625000 Penalty: 4523.454590
	Iteration 54Q: 3 clusters Score -1128802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1128802.125000 Penalty: 4523.454590
	Iteration 55Q: 3 clusters Score -1128802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1128803.000000 Penalty: 4523.454590
	Iteration 56Q: 3 clusters Score -1128803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1128802.625000 Penalty: 4523.454590
	Iteration 57Q: 3 clusters Score -1128803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1128802.875000 Penalty: 4523.454590
	Iteration 58Q: 3 clusters Score -1128803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1128806.375000 Penalty: 4523.454590
	Iteration 59Q: 3 clusters Score -1128806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1128805.375000 Penalty: 4523.454590
	Iteration 60F: 3 clusters Score -1128805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Entering Unmasked Estep 
Score: -625271.687500 Penalty: 2122.133789
	Iteration 0F: 2 clusters Score -625271.7 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 2565 members 
Entering Unmasked Estep 
Score: -620641.062500 Penalty: 4244.267578
	Iteration 0F: 3 clusters Score -620641.1 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -621900.000000 Penalty: 4244.267578
	Iteration 1F: 3 clusters Score -621900 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -622236.562500 Penalty: 4244.267578
	Iteration 2F: 3 clusters Score -622236.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -622539.625000 Penalty: 4244.267578
	Iteration 3F: 3 clusters Score -622539.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -622793.687500 Penalty: 4244.267578
	Iteration 4F: 3 clusters Score -622793.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -623067.562500 Penalty: 4244.267578
	Iteration 5F: 3 clusters Score -623067.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -623338.812500 Penalty: 4244.267578
	Iteration 6F: 3 clusters Score -623338.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -623562.875000 Penalty: 4244.267578
	Iteration 7Q: 3 clusters Score -623562.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -623757.062500 Penalty: 4244.267578
	Iteration 8Q: 3 clusters Score -623757.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -623906.062500 Penalty: 4244.267578
	Iteration 9Q: 3 clusters Score -623906.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -624021.125000 Penalty: 4244.267578
	Iteration 10Q: 3 clusters Score -624021.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -624083.375000 Penalty: 4244.267578
	Iteration 11Q: 3 clusters Score -624083.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -624126.125000 Penalty: 4244.267578
	Iteration 12Q: 3 clusters Score -624126.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -624153.437500 Penalty: 4244.267578
	Iteration 13Q: 3 clusters Score -624153.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -624175.625000 Penalty: 4244.267578
	Iteration 14Q: 3 clusters Score -624175.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -624188.125000 Penalty: 4244.267578
	Iteration 15Q: 3 clusters Score -624188.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -624196.250000 Penalty: 4244.267578
	Iteration 16Q: 3 clusters Score -624196.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -624202.625000 Penalty: 4244.267578
	Iteration 17Q: 3 clusters Score -624202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -624206.250000 Penalty: 4244.267578
	Iteration 18Q: 3 clusters Score -624206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -624210.062500 Penalty: 4244.267578
	Iteration 19Q: 3 clusters Score -624210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -624212.500000 Penalty: 4244.267578
	Iteration 20F: 3 clusters Score -624212.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -624212.125000 Penalty: 4244.267578
	Iteration 21Q: 3 clusters Score -624212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -624217.937500 Penalty: 4244.267578
	Iteration 22Q: 3 clusters Score -624217.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -624219.125000 Penalty: 4244.267578
	Iteration 23Q: 3 clusters Score -624219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -624222.875000 Penalty: 4244.267578
	Iteration 24Q: 3 clusters Score -624222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -624224.875000 Penalty: 4244.267578
	Iteration 25Q: 3 clusters Score -624224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -624226.937500 Penalty: 4244.267578
	Iteration 26Q: 3 clusters Score -624226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -624228.937500 Penalty: 4244.267578
	Iteration 27Q: 3 clusters Score -624228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -624229.125000 Penalty: 4244.267578
	Iteration 28Q: 3 clusters Score -624229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -624229.937500 Penalty: 4244.267578
	Iteration 29Q: 3 clusters Score -624229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -624233.000000 Penalty: 4244.267578
	Iteration 30Q: 3 clusters Score -624233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -624233.125000 Penalty: 4244.267578
	Iteration 31Q: 3 clusters Score -624233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -624235.562500 Penalty: 4244.267578
	Iteration 32Q: 3 clusters Score -624235.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -624238.437500 Penalty: 4244.267578
	Iteration 33Q: 3 clusters Score -624238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -624239.750000 Penalty: 4244.267578
	Iteration 34Q: 3 clusters Score -624239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -624243.750000 Penalty: 4244.267578
	Iteration 35Q: 3 clusters Score -624243.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -624247.062500 Penalty: 4244.267578
	Iteration 36Q: 3 clusters Score -624247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -624248.312500 Penalty: 4244.267578
	Iteration 37Q: 3 clusters Score -624248.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -624250.437500 Penalty: 4244.267578
	Iteration 38Q: 3 clusters Score -624250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -624252.562500 Penalty: 4244.267578
	Iteration 39Q: 3 clusters Score -624252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -624255.875000 Penalty: 4244.267578
	Iteration 40F: 3 clusters Score -624255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -624257.437500 Penalty: 4244.267578
	Iteration 41Q: 3 clusters Score -624257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -624261.687500 Penalty: 4244.267578
	Iteration 42Q: 3 clusters Score -624261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -624262.125000 Penalty: 4244.267578
	Iteration 43Q: 3 clusters Score -624262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -624263.625000 Penalty: 4244.267578
	Iteration 44Q: 3 clusters Score -624263.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -624263.625000 Penalty: 4244.267578
	Iteration 45F: 3 clusters Score -624263.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Entering Unmasked Estep 
Score: -1574924.750000 Penalty: 2341.951904
	Iteration 0F: 2 clusters Score -1574925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1565607.875000 Penalty: 4683.903809
	Iteration 0F: 3 clusters Score -1565608 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1568421.250000 Penalty: 4683.903809
	Iteration 1F: 3 clusters Score -1568421 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1568858.375000 Penalty: 4683.903809
	Iteration 2F: 3 clusters Score -1568858 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1569333.625000 Penalty: 4683.903809
	Iteration 3F: 3 clusters Score -1569334 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1569898.000000 Penalty: 4683.903809
	Iteration 4F: 3 clusters Score -1569898 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1570485.500000 Penalty: 4683.903809
	Iteration 5F: 3 clusters Score -1570486 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1571051.000000 Penalty: 4683.903809
	Iteration 6F: 3 clusters Score -1571051 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1571521.875000 Penalty: 4683.903809
	Iteration 7F: 3 clusters Score -1571522 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1571900.375000 Penalty: 4683.903809
	Iteration 8Q: 3 clusters Score -1571900 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1572221.750000 Penalty: 4683.903809
	Iteration 9Q: 3 clusters Score -1572222 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1572457.875000 Penalty: 4683.903809
	Iteration 10Q: 3 clusters Score -1572458 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1572655.125000 Penalty: 4683.903809
	Iteration 11Q: 3 clusters Score -1572655 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1572794.750000 Penalty: 4683.903809
	Iteration 12Q: 3 clusters Score -1572795 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1572901.625000 Penalty: 4683.903809
	Iteration 13Q: 3 clusters Score -1572902 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1572985.000000 Penalty: 4683.903809
	Iteration 14Q: 3 clusters Score -1572985 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1573044.750000 Penalty: 4683.903809
	Iteration 15Q: 3 clusters Score -1573045 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1573074.875000 Penalty: 4683.903809
	Iteration 16Q: 3 clusters Score -1573075 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1573109.750000 Penalty: 4683.903809
	Iteration 17Q: 3 clusters Score -1573110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1573131.500000 Penalty: 4683.903809
	Iteration 18Q: 3 clusters Score -1573132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1573140.000000 Penalty: 4683.903809
	Iteration 19Q: 3 clusters Score -1573140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1573142.125000 Penalty: 4683.903809
	Iteration 20F: 3 clusters Score -1573142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1573150.125000 Penalty: 4683.903809
	Iteration 21Q: 3 clusters Score -1573150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1573163.375000 Penalty: 4683.903809
	Iteration 22Q: 3 clusters Score -1573163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1573172.625000 Penalty: 4683.903809
	Iteration 23Q: 3 clusters Score -1573173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1573175.125000 Penalty: 4683.903809
	Iteration 24Q: 3 clusters Score -1573175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1573182.375000 Penalty: 4683.903809
	Iteration 25Q: 3 clusters Score -1573182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1573190.000000 Penalty: 4683.903809
	Iteration 26Q: 3 clusters Score -1573190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1573198.125000 Penalty: 4683.903809
	Iteration 27Q: 3 clusters Score -1573198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1573206.250000 Penalty: 4683.903809
	Iteration 28Q: 3 clusters Score -1573206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1573211.375000 Penalty: 4683.903809
	Iteration 29Q: 3 clusters Score -1573211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1573214.625000 Penalty: 4683.903809
	Iteration 30Q: 3 clusters Score -1573215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1573225.500000 Penalty: 4683.903809
	Iteration 31Q: 3 clusters Score -1573226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1573225.875000 Penalty: 4683.903809
	Iteration 32Q: 3 clusters Score -1573226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1573225.750000 Penalty: 4683.903809
	Iteration 33Q: 3 clusters Score -1573226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1573229.000000 Penalty: 4683.903809
	Iteration 34Q: 3 clusters Score -1573229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1573232.625000 Penalty: 4683.903809
	Iteration 35Q: 3 clusters Score -1573233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1573233.750000 Penalty: 4683.903809
	Iteration 36Q: 3 clusters Score -1573234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1573237.125000 Penalty: 4683.903809
	Iteration 37Q: 3 clusters Score -1573237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1573240.500000 Penalty: 4683.903809
	Iteration 38Q: 3 clusters Score -1573240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1573240.375000 Penalty: 4683.903809
	Iteration 39Q: 3 clusters Score -1573240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1573243.500000 Penalty: 4683.903809
	Iteration 40F: 3 clusters Score -1573244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1573242.625000 Penalty: 4683.903809
	Iteration 41Q: 3 clusters Score -1573243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1573244.875000 Penalty: 4683.903809
	Iteration 42Q: 3 clusters Score -1573245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1573249.125000 Penalty: 4683.903809
	Iteration 43Q: 3 clusters Score -1573249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1573251.875000 Penalty: 4683.903809
	Iteration 44Q: 3 clusters Score -1573252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1573250.875000 Penalty: 4683.903809
	Iteration 45Q: 3 clusters Score -1573251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1573255.375000 Penalty: 4683.903809
	Iteration 46Q: 3 clusters Score -1573255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1573253.875000 Penalty: 4683.903809
	Iteration 47Q: 3 clusters Score -1573254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1573256.875000 Penalty: 4683.903809
	Iteration 48Q: 3 clusters Score -1573257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1573257.000000 Penalty: 4683.903809
	Iteration 49Q: 3 clusters Score -1573257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1573258.625000 Penalty: 4683.903809
	Iteration 50Q: 3 clusters Score -1573259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1573258.125000 Penalty: 4683.903809
	Iteration 51Q: 3 clusters Score -1573258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1573257.875000 Penalty: 4683.903809
	Iteration 52Q: 3 clusters Score -1573258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1573257.875000 Penalty: 4683.903809
	Iteration 53F: 3 clusters Score -1573258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Entering Unmasked Estep 
Score: -950987.437500 Penalty: 2222.132324
	Iteration 0F: 2 clusters Score -950987.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -944716.312500 Penalty: 4444.264648
	Iteration 0F: 3 clusters Score -944716.3 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -946412.875000 Penalty: 4444.264648
	Iteration 1F: 3 clusters Score -946412.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -946678.562500 Penalty: 4444.264648
	Iteration 2F: 3 clusters Score -946678.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -946870.687500 Penalty: 4444.264648
	Iteration 3F: 3 clusters Score -946870.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -947031.375000 Penalty: 4444.264648
	Iteration 4Q: 3 clusters Score -947031.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -947161.937500 Penalty: 4444.264648
	Iteration 5Q: 3 clusters Score -947161.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -947300.062500 Penalty: 4444.264648
	Iteration 6Q: 3 clusters Score -947300.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -947449.187500 Penalty: 4444.264648
	Iteration 7Q: 3 clusters Score -947449.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -947592.375000 Penalty: 4444.264648
	Iteration 8Q: 3 clusters Score -947592.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -947737.500000 Penalty: 4444.264648
	Iteration 9Q: 3 clusters Score -947737.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -947859.687500 Penalty: 4444.264648
	Iteration 10Q: 3 clusters Score -947859.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -947986.375000 Penalty: 4444.264648
	Iteration 11Q: 3 clusters Score -947986.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -948105.375000 Penalty: 4444.264648
	Iteration 12Q: 3 clusters Score -948105.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -948208.562500 Penalty: 4444.264648
	Iteration 13Q: 3 clusters Score -948208.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -948318.125000 Penalty: 4444.264648
	Iteration 14Q: 3 clusters Score -948318.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -948417.937500 Penalty: 4444.264648
	Iteration 15Q: 3 clusters Score -948417.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -948505.062500 Penalty: 4444.264648
	Iteration 16Q: 3 clusters Score -948505.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -948587.562500 Penalty: 4444.264648
	Iteration 17Q: 3 clusters Score -948587.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -948679.625000 Penalty: 4444.264648
	Iteration 18Q: 3 clusters Score -948679.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -948781.562500 Penalty: 4444.264648
	Iteration 19Q: 3 clusters Score -948781.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -948850.125000 Penalty: 4444.264648
	Iteration 20F: 3 clusters Score -948850.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -948921.187500 Penalty: 4444.264648
	Iteration 21Q: 3 clusters Score -948921.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -948983.750000 Penalty: 4444.264648
	Iteration 22Q: 3 clusters Score -948983.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -949029.312500 Penalty: 4444.264648
	Iteration 23Q: 3 clusters Score -949029.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -949074.937500 Penalty: 4444.264648
	Iteration 24Q: 3 clusters Score -949074.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -949120.312500 Penalty: 4444.264648
	Iteration 25Q: 3 clusters Score -949120.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -949150.625000 Penalty: 4444.264648
	Iteration 26Q: 3 clusters Score -949150.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -949178.750000 Penalty: 4444.264648
	Iteration 27Q: 3 clusters Score -949178.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -949202.500000 Penalty: 4444.264648
	Iteration 28Q: 3 clusters Score -949202.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -949226.937500 Penalty: 4444.264648
	Iteration 29Q: 3 clusters Score -949226.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -949245.250000 Penalty: 4444.264648
	Iteration 30Q: 3 clusters Score -949245.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -949263.750000 Penalty: 4444.264648
	Iteration 31Q: 3 clusters Score -949263.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -949275.937500 Penalty: 4444.264648
	Iteration 32Q: 3 clusters Score -949275.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -949285.562500 Penalty: 4444.264648
	Iteration 33Q: 3 clusters Score -949285.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -949293.625000 Penalty: 4444.264648
	Iteration 34Q: 3 clusters Score -949293.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -949305.062500 Penalty: 4444.264648
	Iteration 35Q: 3 clusters Score -949305.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -949312.500000 Penalty: 4444.264648
	Iteration 36Q: 3 clusters Score -949312.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -949317.875000 Penalty: 4444.264648
	Iteration 37Q: 3 clusters Score -949317.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -949323.187500 Penalty: 4444.264648
	Iteration 38Q: 3 clusters Score -949323.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -949329.125000 Penalty: 4444.264648
	Iteration 39Q: 3 clusters Score -949329.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -949333.125000 Penalty: 4444.264648
	Iteration 40F: 3 clusters Score -949333.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -949336.875000 Penalty: 4444.264648
	Iteration 41Q: 3 clusters Score -949336.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -949341.812500 Penalty: 4444.264648
	Iteration 42Q: 3 clusters Score -949341.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -949346.000000 Penalty: 4444.264648
	Iteration 43Q: 3 clusters Score -949346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -949348.062500 Penalty: 4444.264648
	Iteration 44Q: 3 clusters Score -949348.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -949349.437500 Penalty: 4444.264648
	Iteration 45Q: 3 clusters Score -949349.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -949350.000000 Penalty: 4444.264648
	Iteration 46Q: 3 clusters Score -949350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -949351.187500 Penalty: 4444.264648
	Iteration 47Q: 3 clusters Score -949351.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -949352.812500 Penalty: 4444.264648
	Iteration 48Q: 3 clusters Score -949352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -949356.875000 Penalty: 4444.264648
	Iteration 49Q: 3 clusters Score -949356.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -949359.500000 Penalty: 4444.264648
	Iteration 50Q: 3 clusters Score -949359.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -949371.187500 Penalty: 4444.264648
	Iteration 51Q: 3 clusters Score -949371.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -949390.750000 Penalty: 4444.264648
	Iteration 52Q: 3 clusters Score -949390.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -949403.062500 Penalty: 4444.264648
	Iteration 53Q: 3 clusters Score -949403.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -949415.437500 Penalty: 4444.264648
	Iteration 54Q: 3 clusters Score -949415.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -949428.812500 Penalty: 4444.264648
	Iteration 55Q: 3 clusters Score -949428.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -949440.937500 Penalty: 4444.264648
	Iteration 56Q: 3 clusters Score -949440.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -949458.812500 Penalty: 4444.264648
	Iteration 57Q: 3 clusters Score -949458.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -949475.250000 Penalty: 4444.264648
	Iteration 58Q: 3 clusters Score -949475.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -949495.812500 Penalty: 4444.264648
	Iteration 59Q: 3 clusters Score -949495.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -949522.875000 Penalty: 4444.264648
	Iteration 60F: 3 clusters Score -949522.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -949547.375000 Penalty: 4444.264648
	Iteration 61Q: 3 clusters Score -949547.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -949571.125000 Penalty: 4444.264648
	Iteration 62Q: 3 clusters Score -949571.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -949587.750000 Penalty: 4444.264648
	Iteration 63Q: 3 clusters Score -949587.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -949600.562500 Penalty: 4444.264648
	Iteration 64Q: 3 clusters Score -949600.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -949616.187500 Penalty: 4444.264648
	Iteration 65Q: 3 clusters Score -949616.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -949624.875000 Penalty: 4444.264648
	Iteration 66Q: 3 clusters Score -949624.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -949632.687500 Penalty: 4444.264648
	Iteration 67Q: 3 clusters Score -949632.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -949634.750000 Penalty: 4444.264648
	Iteration 68Q: 3 clusters Score -949634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -949638.687500 Penalty: 4444.264648
	Iteration 69Q: 3 clusters Score -949638.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -949641.437500 Penalty: 4444.264648
	Iteration 70Q: 3 clusters Score -949641.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -949643.250000 Penalty: 4444.264648
	Iteration 71Q: 3 clusters Score -949643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -949643.687500 Penalty: 4444.264648
	Iteration 72Q: 3 clusters Score -949643.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -949643.625000 Penalty: 4444.264648
	Iteration 73Q: 3 clusters Score -949643.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -949644.437500 Penalty: 4444.264648
	Iteration 74Q: 3 clusters Score -949644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -949646.062500 Penalty: 4444.264648
	Iteration 75Q: 3 clusters Score -949646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -949649.625000 Penalty: 4444.264648
	Iteration 76Q: 3 clusters Score -949649.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -949652.187500 Penalty: 4444.264648
	Iteration 77Q: 3 clusters Score -949652.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -949651.500000 Penalty: 4444.264648
	Iteration 78Q: 3 clusters Score -949651.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -949653.562500 Penalty: 4444.264648
	Iteration 79Q: 3 clusters Score -949653.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -949653.875000 Penalty: 4444.264648
	Iteration 80F: 3 clusters Score -949653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -949655.312500 Penalty: 4444.264648
	Iteration 81Q: 3 clusters Score -949655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -949654.812500 Penalty: 4444.264648
	Iteration 82Q: 3 clusters Score -949654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -949654.812500 Penalty: 4444.264648
	Iteration 83F: 3 clusters Score -949654.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -87138.273438 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -87138.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85428.210938 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -85428.21 nChanged 177
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: -85693.367188 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -85693.37 nChanged 51
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: -85805.796875 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -85805.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85868.765625 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -85868.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -85897.507812 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -85897.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85916.820312 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -85916.82 nChanged 9
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: -85927.015625 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -85927.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85935.437500 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -85935.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85942.375000 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -85942.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -85952.546875 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -85952.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -85957.757812 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -85957.76 nChanged 4
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: -85963.882812 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -85963.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85965.718750 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -85965.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -85966.898438 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -85966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -85966.898438 Penalty: 3272.184082
	Iteration 14F: 3 clusters Score -85966.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -972209.812500 Penalty: 2244.384521
	Iteration 0F: 2 clusters Score -972209.8 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 4261 members 
Entering Unmasked Estep 
Score: -965535.625000 Penalty: 4488.769043
	Iteration 0F: 3 clusters Score -965535.6 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -967575.312500 Penalty: 4488.769043
	Iteration 1F: 3 clusters Score -967575.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -968095.312500 Penalty: 4488.769043
	Iteration 2F: 3 clusters Score -968095.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -968494.687500 Penalty: 4488.769043
	Iteration 3F: 3 clusters Score -968494.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -968787.312500 Penalty: 4488.769043
	Iteration 4F: 3 clusters Score -968787.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -969000.250000 Penalty: 4488.769043
	Iteration 5Q: 3 clusters Score -969000.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -969166.375000 Penalty: 4488.769043
	Iteration 6Q: 3 clusters Score -969166.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -969300.187500 Penalty: 4488.769043
	Iteration 7Q: 3 clusters Score -969300.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -969412.125000 Penalty: 4488.769043
	Iteration 8Q: 3 clusters Score -969412.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -969521.687500 Penalty: 4488.769043
	Iteration 9Q: 3 clusters Score -969521.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -969622.375000 Penalty: 4488.769043
	Iteration 10Q: 3 clusters Score -969622.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -969717.562500 Penalty: 4488.769043
	Iteration 11Q: 3 clusters Score -969717.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -969795.937500 Penalty: 4488.769043
	Iteration 12Q: 3 clusters Score -969795.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -969863.937500 Penalty: 4488.769043
	Iteration 13Q: 3 clusters Score -969863.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -969930.750000 Penalty: 4488.769043
	Iteration 14Q: 3 clusters Score -969930.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -970001.187500 Penalty: 4488.769043
	Iteration 15Q: 3 clusters Score -970001.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -970071.562500 Penalty: 4488.769043
	Iteration 16Q: 3 clusters Score -970071.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -970142.062500 Penalty: 4488.769043
	Iteration 17Q: 3 clusters Score -970142.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -970207.937500 Penalty: 4488.769043
	Iteration 18Q: 3 clusters Score -970207.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -970261.812500 Penalty: 4488.769043
	Iteration 19Q: 3 clusters Score -970261.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -970304.125000 Penalty: 4488.769043
	Iteration 20F: 3 clusters Score -970304.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -970343.000000 Penalty: 4488.769043
	Iteration 21Q: 3 clusters Score -970343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -970383.187500 Penalty: 4488.769043
	Iteration 22Q: 3 clusters Score -970383.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -970434.187500 Penalty: 4488.769043
	Iteration 23Q: 3 clusters Score -970434.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -970482.937500 Penalty: 4488.769043
	Iteration 24Q: 3 clusters Score -970482.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -970525.812500 Penalty: 4488.769043
	Iteration 25Q: 3 clusters Score -970525.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -970557.375000 Penalty: 4488.769043
	Iteration 26Q: 3 clusters Score -970557.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -970585.812500 Penalty: 4488.769043
	Iteration 27Q: 3 clusters Score -970585.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -970612.062500 Penalty: 4488.769043
	Iteration 28Q: 3 clusters Score -970612.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -970630.000000 Penalty: 4488.769043
	Iteration 29Q: 3 clusters Score -970630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -970648.250000 Penalty: 4488.769043
	Iteration 30Q: 3 clusters Score -970648.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -970663.000000 Penalty: 4488.769043
	Iteration 31Q: 3 clusters Score -970663 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -970682.187500 Penalty: 4488.769043
	Iteration 32Q: 3 clusters Score -970682.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -970712.625000 Penalty: 4488.769043
	Iteration 33Q: 3 clusters Score -970712.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -970767.000000 Penalty: 4488.769043
	Iteration 34Q: 3 clusters Score -970767 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -970799.375000 Penalty: 4488.769043
	Iteration 35Q: 3 clusters Score -970799.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -970817.062500 Penalty: 4488.769043
	Iteration 36Q: 3 clusters Score -970817.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -970836.187500 Penalty: 4488.769043
	Iteration 37Q: 3 clusters Score -970836.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -970846.500000 Penalty: 4488.769043
	Iteration 38Q: 3 clusters Score -970846.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -970853.750000 Penalty: 4488.769043
	Iteration 39Q: 3 clusters Score -970853.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -970859.125000 Penalty: 4488.769043
	Iteration 40F: 3 clusters Score -970859.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -970866.312500 Penalty: 4488.769043
	Iteration 41Q: 3 clusters Score -970866.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -970872.187500 Penalty: 4488.769043
	Iteration 42Q: 3 clusters Score -970872.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -970883.812500 Penalty: 4488.769043
	Iteration 43Q: 3 clusters Score -970883.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -970890.375000 Penalty: 4488.769043
	Iteration 44Q: 3 clusters Score -970890.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -970898.812500 Penalty: 4488.769043
	Iteration 45Q: 3 clusters Score -970898.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -970902.562500 Penalty: 4488.769043
	Iteration 46Q: 3 clusters Score -970902.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -970905.750000 Penalty: 4488.769043
	Iteration 47Q: 3 clusters Score -970905.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -970907.875000 Penalty: 4488.769043
	Iteration 48Q: 3 clusters Score -970907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -970907.500000 Penalty: 4488.769043
	Iteration 49Q: 3 clusters Score -970907.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -970908.750000 Penalty: 4488.769043
	Iteration 50Q: 3 clusters Score -970908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -970908.875000 Penalty: 4488.769043
	Iteration 51Q: 3 clusters Score -970908.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -970909.812500 Penalty: 4488.769043
	Iteration 52Q: 3 clusters Score -970909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -970908.625000 Penalty: 4488.769043
	Iteration 53Q: 3 clusters Score -970908.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -970910.500000 Penalty: 4488.769043
	Iteration 54Q: 3 clusters Score -970910.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -970914.750000 Penalty: 4488.769043
	Iteration 55Q: 3 clusters Score -970914.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -970915.437500 Penalty: 4488.769043
	Iteration 56Q: 3 clusters Score -970915.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -970917.562500 Penalty: 4488.769043
	Iteration 57Q: 3 clusters Score -970917.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -970917.687500 Penalty: 4488.769043
	Iteration 58Q: 3 clusters Score -970917.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -970924.062500 Penalty: 4488.769043
	Iteration 59Q: 3 clusters Score -970924.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -970931.375000 Penalty: 4488.769043
	Iteration 60F: 3 clusters Score -970931.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -970937.250000 Penalty: 4488.769043
	Iteration 61Q: 3 clusters Score -970937.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -970939.812500 Penalty: 4488.769043
	Iteration 62Q: 3 clusters Score -970939.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -970945.250000 Penalty: 4488.769043
	Iteration 63Q: 3 clusters Score -970945.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -970944.312500 Penalty: 4488.769043
	Iteration 64Q: 3 clusters Score -970944.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -970949.812500 Penalty: 4488.769043
	Iteration 65Q: 3 clusters Score -970949.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -970951.062500 Penalty: 4488.769043
	Iteration 66Q: 3 clusters Score -970951.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -970952.937500 Penalty: 4488.769043
	Iteration 67Q: 3 clusters Score -970952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -970953.812500 Penalty: 4488.769043
	Iteration 68Q: 3 clusters Score -970953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -970953.812500 Penalty: 4488.769043
	Iteration 69F: 3 clusters Score -970953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Entering Unmasked Estep 
Score: -712380.562500 Penalty: 2141.738525
	Iteration 0F: 2 clusters Score -712380.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -707493.125000 Penalty: 4283.477051
	Iteration 0F: 3 clusters Score -707493.1 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -708662.500000 Penalty: 4283.477051
	Iteration 1F: 3 clusters Score -708662.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -708840.375000 Penalty: 4283.477051
	Iteration 2F: 3 clusters Score -708840.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -708949.250000 Penalty: 4283.477051
	Iteration 3Q: 3 clusters Score -708949.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -709037.250000 Penalty: 4283.477051
	Iteration 4Q: 3 clusters Score -709037.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -709099.375000 Penalty: 4283.477051
	Iteration 5Q: 3 clusters Score -709099.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -709160.187500 Penalty: 4283.477051
	Iteration 6Q: 3 clusters Score -709160.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -709222.375000 Penalty: 4283.477051
	Iteration 7Q: 3 clusters Score -709222.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -709296.750000 Penalty: 4283.477051
	Iteration 8Q: 3 clusters Score -709296.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -709368.375000 Penalty: 4283.477051
	Iteration 9Q: 3 clusters Score -709368.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -709441.812500 Penalty: 4283.477051
	Iteration 10Q: 3 clusters Score -709441.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -709515.750000 Penalty: 4283.477051
	Iteration 11Q: 3 clusters Score -709515.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -709605.375000 Penalty: 4283.477051
	Iteration 12Q: 3 clusters Score -709605.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -709695.187500 Penalty: 4283.477051
	Iteration 13Q: 3 clusters Score -709695.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -709799.625000 Penalty: 4283.477051
	Iteration 14Q: 3 clusters Score -709799.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -709904.562500 Penalty: 4283.477051
	Iteration 15Q: 3 clusters Score -709904.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -709980.812500 Penalty: 4283.477051
	Iteration 16Q: 3 clusters Score -709980.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -710046.250000 Penalty: 4283.477051
	Iteration 17Q: 3 clusters Score -710046.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -710117.000000 Penalty: 4283.477051
	Iteration 18Q: 3 clusters Score -710117 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -710175.750000 Penalty: 4283.477051
	Iteration 19Q: 3 clusters Score -710175.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -710223.812500 Penalty: 4283.477051
	Iteration 20F: 3 clusters Score -710223.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -710260.937500 Penalty: 4283.477051
	Iteration 21Q: 3 clusters Score -710260.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -710290.312500 Penalty: 4283.477051
	Iteration 22Q: 3 clusters Score -710290.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -710311.000000 Penalty: 4283.477051
	Iteration 23Q: 3 clusters Score -710311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -710332.437500 Penalty: 4283.477051
	Iteration 24Q: 3 clusters Score -710332.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -710360.562500 Penalty: 4283.477051
	Iteration 25Q: 3 clusters Score -710360.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -710381.250000 Penalty: 4283.477051
	Iteration 26Q: 3 clusters Score -710381.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -710400.187500 Penalty: 4283.477051
	Iteration 27Q: 3 clusters Score -710400.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -710414.125000 Penalty: 4283.477051
	Iteration 28Q: 3 clusters Score -710414.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -710432.437500 Penalty: 4283.477051
	Iteration 29Q: 3 clusters Score -710432.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -710446.062500 Penalty: 4283.477051
	Iteration 30Q: 3 clusters Score -710446.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -710451.125000 Penalty: 4283.477051
	Iteration 31Q: 3 clusters Score -710451.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -710455.937500 Penalty: 4283.477051
	Iteration 32Q: 3 clusters Score -710455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -710460.000000 Penalty: 4283.477051
	Iteration 33Q: 3 clusters Score -710460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -710463.062500 Penalty: 4283.477051
	Iteration 34Q: 3 clusters Score -710463.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -710465.937500 Penalty: 4283.477051
	Iteration 35Q: 3 clusters Score -710465.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -710468.625000 Penalty: 4283.477051
	Iteration 36Q: 3 clusters Score -710468.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -710473.812500 Penalty: 4283.477051
	Iteration 37Q: 3 clusters Score -710473.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -710479.250000 Penalty: 4283.477051
	Iteration 38Q: 3 clusters Score -710479.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -710484.937500 Penalty: 4283.477051
	Iteration 39Q: 3 clusters Score -710484.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -710495.187500 Penalty: 4283.477051
	Iteration 40F: 3 clusters Score -710495.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -710501.437500 Penalty: 4283.477051
	Iteration 41Q: 3 clusters Score -710501.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -710509.687500 Penalty: 4283.477051
	Iteration 42Q: 3 clusters Score -710509.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -710517.812500 Penalty: 4283.477051
	Iteration 43Q: 3 clusters Score -710517.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -710527.500000 Penalty: 4283.477051
	Iteration 44Q: 3 clusters Score -710527.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -710537.562500 Penalty: 4283.477051
	Iteration 45Q: 3 clusters Score -710537.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -710548.437500 Penalty: 4283.477051
	Iteration 46Q: 3 clusters Score -710548.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -710551.000000 Penalty: 4283.477051
	Iteration 47Q: 3 clusters Score -710551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -710555.687500 Penalty: 4283.477051
	Iteration 48Q: 3 clusters Score -710555.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -710558.312500 Penalty: 4283.477051
	Iteration 49Q: 3 clusters Score -710558.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -710562.750000 Penalty: 4283.477051
	Iteration 50Q: 3 clusters Score -710562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -710562.250000 Penalty: 4283.477051
	Iteration 51Q: 3 clusters Score -710562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -710564.312500 Penalty: 4283.477051
	Iteration 52Q: 3 clusters Score -710564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -710564.312500 Penalty: 4283.477051
	Iteration 53F: 3 clusters Score -710564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (105015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105015 members 
Entering Unmasked Estep 
Score: -13316248.000000 Penalty: 2867.340820
	Iteration 0F: 2 clusters Score -1.331625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -13245613.000000 Penalty: 5734.681641
	Iteration 0F: 3 clusters Score -1.324561e+07 nChanged 50026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -13274695.000000 Penalty: 5734.681641
	Iteration 1F: 3 clusters Score -1.32747e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -13275800.000000 Penalty: 5734.681641
	Iteration 2Q: 3 clusters Score -1.32758e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -13277301.000000 Penalty: 5734.681641
	Iteration 3Q: 3 clusters Score -1.32773e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -13279351.000000 Penalty: 5734.681641
	Iteration 4Q: 3 clusters Score -1.327935e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -13281845.000000 Penalty: 5734.681641
	Iteration 5F: 3 clusters Score -1.328184e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -13285070.000000 Penalty: 5734.681641
	Iteration 6F: 3 clusters Score -1.328507e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -13288249.000000 Penalty: 5734.681641
	Iteration 7F: 3 clusters Score -1.328825e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -13290954.000000 Penalty: 5734.681641
	Iteration 8F: 3 clusters Score -1.329095e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -13292812.000000 Penalty: 5734.681641
	Iteration 9Q: 3 clusters Score -1.329281e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -13294177.000000 Penalty: 5734.681641
	Iteration 10Q: 3 clusters Score -1.329418e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -13295086.000000 Penalty: 5734.681641
	Iteration 11Q: 3 clusters Score -1.329509e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -13295873.000000 Penalty: 5734.681641
	Iteration 12Q: 3 clusters Score -1.329587e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -13296425.000000 Penalty: 5734.681641
	Iteration 13Q: 3 clusters Score -1.329642e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -13296998.000000 Penalty: 5734.681641
	Iteration 14Q: 3 clusters Score -1.3297e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -13297591.000000 Penalty: 5734.681641
	Iteration 15Q: 3 clusters Score -1.329759e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -13298247.000000 Penalty: 5734.681641
	Iteration 16Q: 3 clusters Score -1.329825e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -13298948.000000 Penalty: 5734.681641
	Iteration 17Q: 3 clusters Score -1.329895e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -13299687.000000 Penalty: 5734.681641
	Iteration 18Q: 3 clusters Score -1.329969e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -13300475.000000 Penalty: 5734.681641
	Iteration 19Q: 3 clusters Score -1.330048e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -13301300.000000 Penalty: 5734.681641
	Iteration 20F: 3 clusters Score -1.33013e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -13302024.000000 Penalty: 5734.681641
	Iteration 21Q: 3 clusters Score -1.330202e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -13302823.000000 Penalty: 5734.681641
	Iteration 22Q: 3 clusters Score -1.330282e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75993 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -13303507.000000 Penalty: 5734.681641
	Iteration 23Q: 3 clusters Score -1.330351e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -13304071.000000 Penalty: 5734.681641
	Iteration 24Q: 3 clusters Score -1.330407e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79361 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -13304604.000000 Penalty: 5734.681641
	Iteration 25Q: 3 clusters Score -1.33046e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -13305258.000000 Penalty: 5734.681641
	Iteration 26Q: 3 clusters Score -1.330526e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -13305686.000000 Penalty: 5734.681641
	Iteration 27Q: 3 clusters Score -1.330569e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -13306198.000000 Penalty: 5734.681641
	Iteration 28Q: 3 clusters Score -1.33062e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -13306712.000000 Penalty: 5734.681641
	Iteration 29Q: 3 clusters Score -1.330671e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87094 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -13307207.000000 Penalty: 5734.681641
	Iteration 30Q: 3 clusters Score -1.330721e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -13307721.000000 Penalty: 5734.681641
	Iteration 31Q: 3 clusters Score -1.330772e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -13308243.000000 Penalty: 5734.681641
	Iteration 32Q: 3 clusters Score -1.330824e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91359 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -13308746.000000 Penalty: 5734.681641
	Iteration 33Q: 3 clusters Score -1.330875e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -13309155.000000 Penalty: 5734.681641
	Iteration 34Q: 3 clusters Score -1.330916e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -13309663.000000 Penalty: 5734.681641
	Iteration 35Q: 3 clusters Score -1.330966e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -13310084.000000 Penalty: 5734.681641
	Iteration 36Q: 3 clusters Score -1.331008e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96149 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -13310532.000000 Penalty: 5734.681641
	Iteration 37Q: 3 clusters Score -1.331053e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -13310962.000000 Penalty: 5734.681641
	Iteration 38Q: 3 clusters Score -1.331096e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98305 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -13311465.000000 Penalty: 5734.681641
	Iteration 39Q: 3 clusters Score -1.331146e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99233 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -13311833.000000 Penalty: 5734.681641
	Iteration 40F: 3 clusters Score -1.331183e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100054 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -13312125.000000 Penalty: 5734.681641
	Iteration 41Q: 3 clusters Score -1.331212e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100781 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -13312479.000000 Penalty: 5734.681641
	Iteration 42Q: 3 clusters Score -1.331248e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101391 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -13312730.000000 Penalty: 5734.681641
	Iteration 43Q: 3 clusters Score -1.331273e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101879 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -13312944.000000 Penalty: 5734.681641
	Iteration 44Q: 3 clusters Score -1.331294e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102280 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -13313136.000000 Penalty: 5734.681641
	Iteration 45Q: 3 clusters Score -1.331314e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102573 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -13313264.000000 Penalty: 5734.681641
	Iteration 46Q: 3 clusters Score -1.331326e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102824 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -13313344.000000 Penalty: 5734.681641
	Iteration 47Q: 3 clusters Score -1.331334e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103034 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -13313468.000000 Penalty: 5734.681641
	Iteration 48Q: 3 clusters Score -1.331347e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103221 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -13313558.000000 Penalty: 5734.681641
	Iteration 49Q: 3 clusters Score -1.331356e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103356 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -13313594.000000 Penalty: 5734.681641
	Iteration 50Q: 3 clusters Score -1.331359e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103467 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -13313661.000000 Penalty: 5734.681641
	Iteration 51Q: 3 clusters Score -1.331366e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103547 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -13313706.000000 Penalty: 5734.681641
	Iteration 52Q: 3 clusters Score -1.331371e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103600 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13313742.000000 Penalty: 5734.681641
	Iteration 53Q: 3 clusters Score -1.331374e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103651 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -13313764.000000 Penalty: 5734.681641
	Iteration 54Q: 3 clusters Score -1.331376e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103692 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -13313799.000000 Penalty: 5734.681641
	Iteration 55Q: 3 clusters Score -1.33138e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13313780.000000 Penalty: 5734.681641
	Iteration 56Q: 3 clusters Score -1.331378e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103739 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -13313793.000000 Penalty: 5734.681641
	Iteration 57Q: 3 clusters Score -1.331379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103753 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -13313795.000000 Penalty: 5734.681641
	Iteration 58Q: 3 clusters Score -1.33138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103773 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13313813.000000 Penalty: 5734.681641
	Iteration 59Q: 3 clusters Score -1.331381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103791 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -13313836.000000 Penalty: 5734.681641
	Iteration 60F: 3 clusters Score -1.331384e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103815 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13313844.000000 Penalty: 5734.681641
	Iteration 61Q: 3 clusters Score -1.331384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103840 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -13313837.000000 Penalty: 5734.681641
	Iteration 62Q: 3 clusters Score -1.331384e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -13313849.000000 Penalty: 5734.681641
	Iteration 63Q: 3 clusters Score -1.331385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13313857.000000 Penalty: 5734.681641
	Iteration 64Q: 3 clusters Score -1.331386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103869 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13313860.000000 Penalty: 5734.681641
	Iteration 65Q: 3 clusters Score -1.331386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13313869.000000 Penalty: 5734.681641
	Iteration 66Q: 3 clusters Score -1.331387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103888 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -13313858.000000 Penalty: 5734.681641
	Iteration 67Q: 3 clusters Score -1.331386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13313875.000000 Penalty: 5734.681641
	Iteration 68Q: 3 clusters Score -1.331388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103906 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13313891.000000 Penalty: 5734.681641
	Iteration 69Q: 3 clusters Score -1.331389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103908 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -13313890.000000 Penalty: 5734.681641
	Iteration 70Q: 3 clusters Score -1.331389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -13313897.000000 Penalty: 5734.681641
	Iteration 71Q: 3 clusters Score -1.33139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103914 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -13313900.000000 Penalty: 5734.681641
	Iteration 72Q: 3 clusters Score -1.33139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103915 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -13313895.000000 Penalty: 5734.681641
	Iteration 73Q: 3 clusters Score -1.33139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103915 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -13313895.000000 Penalty: 5734.681641
	Iteration 74F: 3 clusters Score -1.33139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -186015.281250 Penalty: 1821.330078
	Iteration 0F: 2 clusters Score -186015.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -183684.390625 Penalty: 3642.660156
	Iteration 0F: 3 clusters Score -183684.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -184114.671875 Penalty: 3642.660156
	Iteration 1F: 3 clusters Score -184114.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -184233.671875 Penalty: 3642.660156
	Iteration 2F: 3 clusters Score -184233.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -184298.687500 Penalty: 3642.660156
	Iteration 3Q: 3 clusters Score -184298.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -184343.343750 Penalty: 3642.660156
	Iteration 4Q: 3 clusters Score -184343.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -184389.187500 Penalty: 3642.660156
	Iteration 5Q: 3 clusters Score -184389.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -184425.843750 Penalty: 3642.660156
	Iteration 6Q: 3 clusters Score -184425.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -184459.843750 Penalty: 3642.660156
	Iteration 7Q: 3 clusters Score -184459.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -184495.734375 Penalty: 3642.660156
	Iteration 8Q: 3 clusters Score -184495.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -184546.203125 Penalty: 3642.660156
	Iteration 9Q: 3 clusters Score -184546.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -184610.703125 Penalty: 3642.660156
	Iteration 10Q: 3 clusters Score -184610.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -184668.765625 Penalty: 3642.660156
	Iteration 11Q: 3 clusters Score -184668.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -184751.968750 Penalty: 3642.660156
	Iteration 12Q: 3 clusters Score -184752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -184848.250000 Penalty: 3642.660156
	Iteration 13Q: 3 clusters Score -184848.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -184971.125000 Penalty: 3642.660156
	Iteration 14Q: 3 clusters Score -184971.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -185070.859375 Penalty: 3642.660156
	Iteration 15Q: 3 clusters Score -185070.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -185137.578125 Penalty: 3642.660156
	Iteration 16Q: 3 clusters Score -185137.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -185194.953125 Penalty: 3642.660156
	Iteration 17Q: 3 clusters Score -185195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -185250.984375 Penalty: 3642.660156
	Iteration 18Q: 3 clusters Score -185251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -185285.750000 Penalty: 3642.660156
	Iteration 19Q: 3 clusters Score -185285.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -185315.875000 Penalty: 3642.660156
	Iteration 20F: 3 clusters Score -185315.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -185336.171875 Penalty: 3642.660156
	Iteration 21Q: 3 clusters Score -185336.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -185346.703125 Penalty: 3642.660156
	Iteration 22Q: 3 clusters Score -185346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -185349.703125 Penalty: 3642.660156
	Iteration 23Q: 3 clusters Score -185349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -185354.734375 Penalty: 3642.660156
	Iteration 24Q: 3 clusters Score -185354.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -185359.656250 Penalty: 3642.660156
	Iteration 25Q: 3 clusters Score -185359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -185364.312500 Penalty: 3642.660156
	Iteration 26Q: 3 clusters Score -185364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -185370.656250 Penalty: 3642.660156
	Iteration 27Q: 3 clusters Score -185370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -185375.937500 Penalty: 3642.660156
	Iteration 28Q: 3 clusters Score -185375.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -185384.640625 Penalty: 3642.660156
	Iteration 29Q: 3 clusters Score -185384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -185387.750000 Penalty: 3642.660156
	Iteration 30Q: 3 clusters Score -185387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -185388.625000 Penalty: 3642.660156
	Iteration 31Q: 3 clusters Score -185388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -185388.625000 Penalty: 3642.660156
	Iteration 32F: 3 clusters Score -185388.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Entering Unmasked Estep 
Score: -1385144.875000 Penalty: 2334.878174
	Iteration 0F: 2 clusters Score -1385145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1376043.625000 Penalty: 4669.756348
	Iteration 0F: 3 clusters Score -1376044 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1378852.000000 Penalty: 4669.756348
	Iteration 1F: 3 clusters Score -1378852 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1379339.750000 Penalty: 4669.756348
	Iteration 2F: 3 clusters Score -1379340 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1379795.625000 Penalty: 4669.756348
	Iteration 3F: 3 clusters Score -1379796 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1380183.625000 Penalty: 4669.756348
	Iteration 4F: 3 clusters Score -1380184 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1380555.750000 Penalty: 4669.756348
	Iteration 5F: 3 clusters Score -1380556 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1380918.625000 Penalty: 4669.756348
	Iteration 6Q: 3 clusters Score -1380919 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1381287.000000 Penalty: 4669.756348
	Iteration 7Q: 3 clusters Score -1381287 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1381677.375000 Penalty: 4669.756348
	Iteration 8Q: 3 clusters Score -1381677 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1382036.750000 Penalty: 4669.756348
	Iteration 9Q: 3 clusters Score -1382037 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1382363.500000 Penalty: 4669.756348
	Iteration 10Q: 3 clusters Score -1382364 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1382629.625000 Penalty: 4669.756348
	Iteration 11Q: 3 clusters Score -1382630 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1382849.875000 Penalty: 4669.756348
	Iteration 12Q: 3 clusters Score -1382850 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1383063.375000 Penalty: 4669.756348
	Iteration 13Q: 3 clusters Score -1383063 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1383258.625000 Penalty: 4669.756348
	Iteration 14Q: 3 clusters Score -1383259 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1383446.625000 Penalty: 4669.756348
	Iteration 15Q: 3 clusters Score -1383447 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1383607.750000 Penalty: 4669.756348
	Iteration 16Q: 3 clusters Score -1383608 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1383721.875000 Penalty: 4669.756348
	Iteration 17Q: 3 clusters Score -1383722 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1383812.375000 Penalty: 4669.756348
	Iteration 18Q: 3 clusters Score -1383812 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1383871.375000 Penalty: 4669.756348
	Iteration 19Q: 3 clusters Score -1383871 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1383914.125000 Penalty: 4669.756348
	Iteration 20F: 3 clusters Score -1383914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1383953.875000 Penalty: 4669.756348
	Iteration 21Q: 3 clusters Score -1383954 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1383993.250000 Penalty: 4669.756348
	Iteration 22Q: 3 clusters Score -1383993 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1384029.250000 Penalty: 4669.756348
	Iteration 23Q: 3 clusters Score -1384029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1384040.125000 Penalty: 4669.756348
	Iteration 24Q: 3 clusters Score -1384040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1384060.250000 Penalty: 4669.756348
	Iteration 25Q: 3 clusters Score -1384060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1384076.125000 Penalty: 4669.756348
	Iteration 26Q: 3 clusters Score -1384076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1384092.125000 Penalty: 4669.756348
	Iteration 27Q: 3 clusters Score -1384092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1384105.125000 Penalty: 4669.756348
	Iteration 28Q: 3 clusters Score -1384105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1384108.250000 Penalty: 4669.756348
	Iteration 29Q: 3 clusters Score -1384108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1384120.250000 Penalty: 4669.756348
	Iteration 30Q: 3 clusters Score -1384120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1384131.125000 Penalty: 4669.756348
	Iteration 31Q: 3 clusters Score -1384131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1384135.500000 Penalty: 4669.756348
	Iteration 32Q: 3 clusters Score -1384136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1384146.750000 Penalty: 4669.756348
	Iteration 33Q: 3 clusters Score -1384147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1384154.250000 Penalty: 4669.756348
	Iteration 34Q: 3 clusters Score -1384154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1384158.000000 Penalty: 4669.756348
	Iteration 35Q: 3 clusters Score -1384158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1384168.250000 Penalty: 4669.756348
	Iteration 36Q: 3 clusters Score -1384168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1384198.125000 Penalty: 4669.756348
	Iteration 37Q: 3 clusters Score -1384198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1384238.250000 Penalty: 4669.756348
	Iteration 38Q: 3 clusters Score -1384238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1384298.125000 Penalty: 4669.756348
	Iteration 39Q: 3 clusters Score -1384298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1384342.750000 Penalty: 4669.756348
	Iteration 40F: 3 clusters Score -1384343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1384364.500000 Penalty: 4669.756348
	Iteration 41Q: 3 clusters Score -1384364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1384388.750000 Penalty: 4669.756348
	Iteration 42Q: 3 clusters Score -1384389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1384407.000000 Penalty: 4669.756348
	Iteration 43Q: 3 clusters Score -1384407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1384412.125000 Penalty: 4669.756348
	Iteration 44Q: 3 clusters Score -1384412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1384417.500000 Penalty: 4669.756348
	Iteration 45Q: 3 clusters Score -1384418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1384424.250000 Penalty: 4669.756348
	Iteration 46Q: 3 clusters Score -1384424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1384429.125000 Penalty: 4669.756348
	Iteration 47Q: 3 clusters Score -1384429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1384432.750000 Penalty: 4669.756348
	Iteration 48Q: 3 clusters Score -1384433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1384443.000000 Penalty: 4669.756348
	Iteration 49Q: 3 clusters Score -1384443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1384445.375000 Penalty: 4669.756348
	Iteration 50Q: 3 clusters Score -1384445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1384451.500000 Penalty: 4669.756348
	Iteration 51Q: 3 clusters Score -1384452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1384453.000000 Penalty: 4669.756348
	Iteration 52Q: 3 clusters Score -1384453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1384452.625000 Penalty: 4669.756348
	Iteration 53Q: 3 clusters Score -1384453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1384455.125000 Penalty: 4669.756348
	Iteration 54Q: 3 clusters Score -1384455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1384454.500000 Penalty: 4669.756348
	Iteration 55Q: 3 clusters Score -1384454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1384457.500000 Penalty: 4669.756348
	Iteration 56Q: 3 clusters Score -1384458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1384464.750000 Penalty: 4669.756348
	Iteration 57Q: 3 clusters Score -1384465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1384465.250000 Penalty: 4669.756348
	Iteration 58Q: 3 clusters Score -1384465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1384466.500000 Penalty: 4669.756348
	Iteration 59Q: 3 clusters Score -1384466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1384464.750000 Penalty: 4669.756348
	Iteration 60F: 3 clusters Score -1384465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1384466.750000 Penalty: 4669.756348
	Iteration 61Q: 3 clusters Score -1384467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1384468.125000 Penalty: 4669.756348
	Iteration 62Q: 3 clusters Score -1384468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1384475.375000 Penalty: 4669.756348
	Iteration 63Q: 3 clusters Score -1384475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1384473.625000 Penalty: 4669.756348
	Iteration 64Q: 3 clusters Score -1384474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1384474.625000 Penalty: 4669.756348
	Iteration 65Q: 3 clusters Score -1384475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1384476.375000 Penalty: 4669.756348
	Iteration 66Q: 3 clusters Score -1384476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1384477.625000 Penalty: 4669.756348
	Iteration 67Q: 3 clusters Score -1384478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1384478.000000 Penalty: 4669.756348
	Iteration 68Q: 3 clusters Score -1384478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1384478.000000 Penalty: 4669.756348
	Iteration 69F: 3 clusters Score -1384478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -285587.875000 Penalty: 1929.203979
	Iteration 0F: 2 clusters Score -285587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -282740.187500 Penalty: 3858.407959
	Iteration 0F: 3 clusters Score -282740.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -283274.625000 Penalty: 3858.407959
	Iteration 1F: 3 clusters Score -283274.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -283411.343750 Penalty: 3858.407959
	Iteration 2F: 3 clusters Score -283411.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -283509.968750 Penalty: 3858.407959
	Iteration 3Q: 3 clusters Score -283510 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -283564.000000 Penalty: 3858.407959
	Iteration 4Q: 3 clusters Score -283564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -283602.437500 Penalty: 3858.407959
	Iteration 5Q: 3 clusters Score -283602.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -283628.375000 Penalty: 3858.407959
	Iteration 6Q: 3 clusters Score -283628.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -283647.656250 Penalty: 3858.407959
	Iteration 7Q: 3 clusters Score -283647.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -283672.750000 Penalty: 3858.407959
	Iteration 8Q: 3 clusters Score -283672.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -283694.093750 Penalty: 3858.407959
	Iteration 9Q: 3 clusters Score -283694.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -283719.312500 Penalty: 3858.407959
	Iteration 10Q: 3 clusters Score -283719.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -283738.156250 Penalty: 3858.407959
	Iteration 11Q: 3 clusters Score -283738.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -283757.875000 Penalty: 3858.407959
	Iteration 12Q: 3 clusters Score -283757.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -283768.437500 Penalty: 3858.407959
	Iteration 13Q: 3 clusters Score -283768.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -283775.593750 Penalty: 3858.407959
	Iteration 14Q: 3 clusters Score -283775.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -283784.218750 Penalty: 3858.407959
	Iteration 15Q: 3 clusters Score -283784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -283788.718750 Penalty: 3858.407959
	Iteration 16Q: 3 clusters Score -283788.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -283795.625000 Penalty: 3858.407959
	Iteration 17Q: 3 clusters Score -283795.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -283801.250000 Penalty: 3858.407959
	Iteration 18Q: 3 clusters Score -283801.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -283809.250000 Penalty: 3858.407959
	Iteration 19Q: 3 clusters Score -283809.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -283818.250000 Penalty: 3858.407959
	Iteration 20F: 3 clusters Score -283818.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -283827.000000 Penalty: 3858.407959
	Iteration 21Q: 3 clusters Score -283827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -283830.531250 Penalty: 3858.407959
	Iteration 22Q: 3 clusters Score -283830.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -283833.406250 Penalty: 3858.407959
	Iteration 23Q: 3 clusters Score -283833.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -283836.281250 Penalty: 3858.407959
	Iteration 24Q: 3 clusters Score -283836.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -283839.093750 Penalty: 3858.407959
	Iteration 25Q: 3 clusters Score -283839.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -283843.968750 Penalty: 3858.407959
	Iteration 26Q: 3 clusters Score -283844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -283845.437500 Penalty: 3858.407959
	Iteration 27Q: 3 clusters Score -283845.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -283846.843750 Penalty: 3858.407959
	Iteration 28Q: 3 clusters Score -283846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -283849.968750 Penalty: 3858.407959
	Iteration 29Q: 3 clusters Score -283850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -283854.843750 Penalty: 3858.407959
	Iteration 30Q: 3 clusters Score -283854.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -283858.062500 Penalty: 3858.407959
	Iteration 31Q: 3 clusters Score -283858.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -283859.750000 Penalty: 3858.407959
	Iteration 32Q: 3 clusters Score -283859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -283860.250000 Penalty: 3858.407959
	Iteration 33Q: 3 clusters Score -283860.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -283863.312500 Penalty: 3858.407959
	Iteration 34Q: 3 clusters Score -283863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -283865.250000 Penalty: 3858.407959
	Iteration 35Q: 3 clusters Score -283865.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -283870.812500 Penalty: 3858.407959
	Iteration 36Q: 3 clusters Score -283870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -283876.875000 Penalty: 3858.407959
	Iteration 37Q: 3 clusters Score -283876.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -283886.531250 Penalty: 3858.407959
	Iteration 38Q: 3 clusters Score -283886.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -283893.125000 Penalty: 3858.407959
	Iteration 39Q: 3 clusters Score -283893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -283894.281250 Penalty: 3858.407959
	Iteration 40F: 3 clusters Score -283894.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -67278.757812 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -67278.76 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: -65736.320312 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -65736.32 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66096.976562 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -66096.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66264.507812 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -66264.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66409.218750 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -66409.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66586.335938 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -66586.34 nChanged 23
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: -66687.398438 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -66687.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66737.132812 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66737.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66798.320312 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66798.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66829.773438 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66829.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66852.398438 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -66852.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66882.007812 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -66882.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66912.828125 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -66912.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -66931.718750 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -66931.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66937.093750 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -66937.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66941.335938 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -66941.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66949.023438 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -66949.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66954.906250 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -66954.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66957.039062 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -66957.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66957.039062 Penalty: 3197.076904
	Iteration 18F: 3 clusters Score -66957.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Entering Unmasked Estep 
Score: -5895261.000000 Penalty: 2660.498535
	Iteration 0F: 2 clusters Score -5895261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -5864642.500000 Penalty: 5320.997070
	Iteration 0F: 3 clusters Score -5864642 nChanged 20869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -5876149.000000 Penalty: 5320.997070
	Iteration 1F: 3 clusters Score -5876149 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -5876914.500000 Penalty: 5320.997070
	Iteration 2Q: 3 clusters Score -5876914 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -5877965.000000 Penalty: 5320.997070
	Iteration 3Q: 3 clusters Score -5877965 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -5879287.500000 Penalty: 5320.997070
	Iteration 4F: 3 clusters Score -5879288 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -5881340.000000 Penalty: 5320.997070
	Iteration 5F: 3 clusters Score -5881340 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -5883879.000000 Penalty: 5320.997070
	Iteration 6F: 3 clusters Score -5883879 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -5886707.500000 Penalty: 5320.997070
	Iteration 7F: 3 clusters Score -5886708 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -5889232.000000 Penalty: 5320.997070
	Iteration 8F: 3 clusters Score -5889232 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5890962.000000 Penalty: 5320.997070
	Iteration 9Q: 3 clusters Score -5890962 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5891900.000000 Penalty: 5320.997070
	Iteration 10Q: 3 clusters Score -5891900 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5892410.500000 Penalty: 5320.997070
	Iteration 11Q: 3 clusters Score -5892410 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5892669.500000 Penalty: 5320.997070
	Iteration 12Q: 3 clusters Score -5892670 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5892827.500000 Penalty: 5320.997070
	Iteration 13Q: 3 clusters Score -5892828 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5892917.500000 Penalty: 5320.997070
	Iteration 14Q: 3 clusters Score -5892918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5892982.000000 Penalty: 5320.997070
	Iteration 15Q: 3 clusters Score -5892982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5893011.000000 Penalty: 5320.997070
	Iteration 16Q: 3 clusters Score -5893011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5893042.500000 Penalty: 5320.997070
	Iteration 17Q: 3 clusters Score -5893042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5893069.000000 Penalty: 5320.997070
	Iteration 18Q: 3 clusters Score -5893069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5893081.500000 Penalty: 5320.997070
	Iteration 19Q: 3 clusters Score -5893082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5893080.500000 Penalty: 5320.997070
	Iteration 20F: 3 clusters Score -5893080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5893087.000000 Penalty: 5320.997070
	Iteration 21Q: 3 clusters Score -5893087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5893096.500000 Penalty: 5320.997070
	Iteration 22Q: 3 clusters Score -5893096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5893093.000000 Penalty: 5320.997070
	Iteration 23Q: 3 clusters Score -5893093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5893093.000000 Penalty: 5320.997070
	Iteration 24Q: 3 clusters Score -5893093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5893099.000000 Penalty: 5320.997070
	Iteration 25Q: 3 clusters Score -5893099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5893099.000000 Penalty: 5320.997070
	Iteration 26F: 3 clusters Score -5893099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 9719 members 
Mstep: Class 3 contains 8986 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 78545 members 
Mstep: Class 6 contains 101164 members 
Mstep: Class 7 contains 30959 members 
Mstep: Class 8 contains 153551 members 
Mstep: Class 9 contains 7993 members 
Mstep: Class 10 contains 13456 members 
Mstep: Class 11 contains 41819 members 
Mstep: Class 12 contains 106164 members 
Mstep: Class 13 contains 47913 members 
Mstep: Class 14 contains 255651 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33957 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7051 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 9135 members 
Mstep: Class 23 contains 5203 members 
Mstep: Class 24 contains 12624 members 
Mstep: Class 25 contains 7787 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 8518 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 105015 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12269 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747376.000000 Penalty: 118478.460938
Iteration 319Q: 35 clusters Score -1.577474e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 9690 members 
Mstep: Class 3 contains 8988 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 78524 members 
Mstep: Class 6 contains 101164 members 
Mstep: Class 7 contains 30960 members 
Mstep: Class 8 contains 153521 members 
Mstep: Class 9 contains 7991 members 
Mstep: Class 10 contains 13457 members 
Mstep: Class 11 contains 41800 members 
Mstep: Class 12 contains 106170 members 
Mstep: Class 13 contains 47913 members 
Mstep: Class 14 contains 255698 members 
Mstep: Class 15 contains 26607 members 
Mstep: Class 16 contains 33963 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7053 members 
Mstep: Class 20 contains 35429 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 9129 members 
Mstep: Class 23 contains 5203 members 
Mstep: Class 24 contains 12627 members 
Mstep: Class 25 contains 7784 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8518 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 105043 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12266 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747392.000000 Penalty: 118478.460938
Iteration 320F: 35 clusters Score -1.577474e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 9658 members 
Mstep: Class 3 contains 8990 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 78508 members 
Mstep: Class 6 contains 101166 members 
Mstep: Class 7 contains 30958 members 
Mstep: Class 8 contains 153492 members 
Mstep: Class 9 contains 7991 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 41793 members 
Mstep: Class 12 contains 106170 members 
Mstep: Class 13 contains 47918 members 
Mstep: Class 14 contains 255733 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 33971 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 35435 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 9120 members 
Mstep: Class 23 contains 5203 members 
Mstep: Class 24 contains 12630 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8518 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 105067 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12263 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747360.000000 Penalty: 118478.460938
Iteration 321Q: 35 clusters Score -1.577474e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 9635 members 
Mstep: Class 3 contains 8989 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 78492 members 
Mstep: Class 6 contains 101161 members 
Mstep: Class 7 contains 30956 members 
Mstep: Class 8 contains 153449 members 
Mstep: Class 9 contains 7991 members 
Mstep: Class 10 contains 13453 members 
Mstep: Class 11 contains 41784 members 
Mstep: Class 12 contains 106172 members 
Mstep: Class 13 contains 47916 members 
Mstep: Class 14 contains 255783 members 
Mstep: Class 15 contains 26622 members 
Mstep: Class 16 contains 33980 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7069 members 
Mstep: Class 20 contains 35437 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 9114 members 
Mstep: Class 23 contains 5203 members 
Mstep: Class 24 contains 12635 members 
Mstep: Class 25 contains 7783 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8519 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 105089 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12260 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747280.000000 Penalty: 118478.460938
Iteration 322Q: 35 clusters Score -1.577473e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 9606 members 
Mstep: Class 3 contains 8987 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 78477 members 
Mstep: Class 6 contains 101155 members 
Mstep: Class 7 contains 30955 members 
Mstep: Class 8 contains 153401 members 
Mstep: Class 9 contains 7991 members 
Mstep: Class 10 contains 13447 members 
Mstep: Class 11 contains 41773 members 
Mstep: Class 12 contains 106176 members 
Mstep: Class 13 contains 47919 members 
Mstep: Class 14 contains 255844 members 
Mstep: Class 15 contains 26632 members 
Mstep: Class 16 contains 33980 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 35441 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 9113 members 
Mstep: Class 23 contains 5204 members 
Mstep: Class 24 contains 12637 members 
Mstep: Class 25 contains 7786 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8519 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 105104 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12258 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747104.000000 Penalty: 118478.460938
Iteration 323Q: 35 clusters Score -1.577471e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 9556 members 
Mstep: Class 3 contains 8990 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 78467 members 
Mstep: Class 6 contains 101158 members 
Mstep: Class 7 contains 30955 members 
Mstep: Class 8 contains 153357 members 
Mstep: Class 9 contains 7991 members 
Mstep: Class 10 contains 13444 members 
Mstep: Class 11 contains 41763 members 
Mstep: Class 12 contains 106178 members 
Mstep: Class 13 contains 47921 members 
Mstep: Class 14 contains 255912 members 
Mstep: Class 15 contains 26644 members 
Mstep: Class 16 contains 33986 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7088 members 
Mstep: Class 20 contains 35439 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 9109 members 
Mstep: Class 23 contains 5204 members 
Mstep: Class 24 contains 12640 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8519 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 105116 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12259 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747168.000000 Penalty: 118478.460938
Iteration 324Q: 35 clusters Score -1.577472e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 9507 members 
Mstep: Class 3 contains 8990 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 78470 members 
Mstep: Class 6 contains 101159 members 
Mstep: Class 7 contains 30955 members 
Mstep: Class 8 contains 153312 members 
Mstep: Class 9 contains 7990 members 
Mstep: Class 10 contains 13443 members 
Mstep: Class 11 contains 41751 members 
Mstep: Class 12 contains 106179 members 
Mstep: Class 13 contains 47926 members 
Mstep: Class 14 contains 255984 members 
Mstep: Class 15 contains 26660 members 
Mstep: Class 16 contains 33985 members 
Mstep: Class 17 contains 49624 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7090 members 
Mstep: Class 20 contains 35437 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9108 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8519 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 105123 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12259 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747088.000000 Penalty: 118478.460938
Iteration 325Q: 35 clusters Score -1.577471e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 8988 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 78458 members 
Mstep: Class 6 contains 101159 members 
Mstep: Class 7 contains 30954 members 
Mstep: Class 8 contains 153297 members 
Mstep: Class 9 contains 7990 members 
Mstep: Class 10 contains 13442 members 
Mstep: Class 11 contains 41738 members 
Mstep: Class 12 contains 106182 members 
Mstep: Class 13 contains 47941 members 
Mstep: Class 14 contains 256029 members 
Mstep: Class 15 contains 26673 members 
Mstep: Class 16 contains 33985 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7093 members 
Mstep: Class 20 contains 35435 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 9106 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 12643 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8519 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 105136 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12256 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747120.000000 Penalty: 118478.460938
Iteration 326Q: 35 clusters Score -1.577471e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 9411 members 
Mstep: Class 3 contains 8992 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 78453 members 
Mstep: Class 6 contains 101159 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153290 members 
Mstep: Class 9 contains 7990 members 
Mstep: Class 10 contains 13440 members 
Mstep: Class 11 contains 41728 members 
Mstep: Class 12 contains 106184 members 
Mstep: Class 13 contains 47947 members 
Mstep: Class 14 contains 256061 members 
Mstep: Class 15 contains 26684 members 
Mstep: Class 16 contains 33985 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 35440 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 9106 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8519 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 105145 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12255 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747040.000000 Penalty: 118478.460938
Iteration 327Q: 35 clusters Score -1.57747e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 9365 members 
Mstep: Class 3 contains 8991 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 78448 members 
Mstep: Class 6 contains 101158 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153284 members 
Mstep: Class 9 contains 7990 members 
Mstep: Class 10 contains 13439 members 
Mstep: Class 11 contains 41722 members 
Mstep: Class 12 contains 106186 members 
Mstep: Class 13 contains 47949 members 
Mstep: Class 14 contains 256114 members 
Mstep: Class 15 contains 26685 members 
Mstep: Class 16 contains 33987 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 35439 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 9104 members 
Mstep: Class 23 contains 5209 members 
Mstep: Class 24 contains 12641 members 
Mstep: Class 25 contains 7776 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8519 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 105156 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12255 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747008.000000 Penalty: 118478.460938
Iteration 328Q: 35 clusters Score -1.57747e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 9318 members 
Mstep: Class 3 contains 8990 members 
Mstep: Class 4 contains 15391 members 
Mstep: Class 5 contains 78451 members 
Mstep: Class 6 contains 101159 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153292 members 
Mstep: Class 9 contains 7988 members 
Mstep: Class 10 contains 13439 members 
Mstep: Class 11 contains 41717 members 
Mstep: Class 12 contains 106185 members 
Mstep: Class 13 contains 47955 members 
Mstep: Class 14 contains 256136 members 
Mstep: Class 15 contains 26694 members 
Mstep: Class 16 contains 33988 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 35429 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 9103 members 
Mstep: Class 23 contains 5211 members 
Mstep: Class 24 contains 12643 members 
Mstep: Class 25 contains 7772 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8521 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 105164 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12255 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746944.000000 Penalty: 118478.460938
Iteration 329Q: 35 clusters Score -1.577469e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 8988 members 
Mstep: Class 4 contains 15389 members 
Mstep: Class 5 contains 78453 members 
Mstep: Class 6 contains 101158 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153296 members 
Mstep: Class 9 contains 7987 members 
Mstep: Class 10 contains 13435 members 
Mstep: Class 11 contains 41709 members 
Mstep: Class 12 contains 106184 members 
Mstep: Class 13 contains 47953 members 
Mstep: Class 14 contains 256160 members 
Mstep: Class 15 contains 26711 members 
Mstep: Class 16 contains 33982 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7099 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 9101 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12644 members 
Mstep: Class 25 contains 7773 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8523 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 105175 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12255 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746912.000000 Penalty: 118478.460938
Iteration 330Q: 35 clusters Score -1.577469e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 9230 members 
Mstep: Class 3 contains 8988 members 
Mstep: Class 4 contains 15387 members 
Mstep: Class 5 contains 78449 members 
Mstep: Class 6 contains 101160 members 
Mstep: Class 7 contains 30952 members 
Mstep: Class 8 contains 153290 members 
Mstep: Class 9 contains 7989 members 
Mstep: Class 10 contains 13433 members 
Mstep: Class 11 contains 41698 members 
Mstep: Class 12 contains 106184 members 
Mstep: Class 13 contains 47954 members 
Mstep: Class 14 contains 256193 members 
Mstep: Class 15 contains 26729 members 
Mstep: Class 16 contains 33979 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7101 members 
Mstep: Class 20 contains 35427 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 9101 members 
Mstep: Class 23 contains 5211 members 
Mstep: Class 24 contains 12645 members 
Mstep: Class 25 contains 7772 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8525 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 105181 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12254 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747088.000000 Penalty: 118478.460938
Iteration 331Q: 35 clusters Score -1.577471e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 8986 members 
Mstep: Class 4 contains 15385 members 
Mstep: Class 5 contains 78442 members 
Mstep: Class 6 contains 101160 members 
Mstep: Class 7 contains 30950 members 
Mstep: Class 8 contains 153284 members 
Mstep: Class 9 contains 7988 members 
Mstep: Class 10 contains 13430 members 
Mstep: Class 11 contains 41698 members 
Mstep: Class 12 contains 106186 members 
Mstep: Class 13 contains 47964 members 
Mstep: Class 14 contains 256226 members 
Mstep: Class 15 contains 26743 members 
Mstep: Class 16 contains 33977 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7105 members 
Mstep: Class 20 contains 35431 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 9100 members 
Mstep: Class 23 contains 5209 members 
Mstep: Class 24 contains 12645 members 
Mstep: Class 25 contains 7772 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8526 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 105190 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12254 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746992.000000 Penalty: 118478.460938
Iteration 332Q: 35 clusters Score -1.57747e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 9120 members 
Mstep: Class 3 contains 8986 members 
Mstep: Class 4 contains 15383 members 
Mstep: Class 5 contains 78432 members 
Mstep: Class 6 contains 101156 members 
Mstep: Class 7 contains 30951 members 
Mstep: Class 8 contains 153270 members 
Mstep: Class 9 contains 7986 members 
Mstep: Class 10 contains 13427 members 
Mstep: Class 11 contains 41700 members 
Mstep: Class 12 contains 106183 members 
Mstep: Class 13 contains 47975 members 
Mstep: Class 14 contains 256277 members 
Mstep: Class 15 contains 26751 members 
Mstep: Class 16 contains 33976 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7112 members 
Mstep: Class 20 contains 35428 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 9099 members 
Mstep: Class 23 contains 5210 members 
Mstep: Class 24 contains 12646 members 
Mstep: Class 25 contains 7772 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8527 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 105203 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 12252 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747072.000000 Penalty: 118478.460938
Iteration 333Q: 35 clusters Score -1.577471e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 8988 members 
Mstep: Class 4 contains 15379 members 
Mstep: Class 5 contains 78423 members 
Mstep: Class 6 contains 101153 members 
Mstep: Class 7 contains 30952 members 
Mstep: Class 8 contains 153245 members 
Mstep: Class 9 contains 7982 members 
Mstep: Class 10 contains 13422 members 
Mstep: Class 11 contains 41697 members 
Mstep: Class 12 contains 106187 members 
Mstep: Class 13 contains 47978 members 
Mstep: Class 14 contains 256327 members 
Mstep: Class 15 contains 26758 members 
Mstep: Class 16 contains 33974 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7118 members 
Mstep: Class 20 contains 35430 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 9099 members 
Mstep: Class 23 contains 5212 members 
Mstep: Class 24 contains 12646 members 
Mstep: Class 25 contains 7772 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 8529 members 
Mstep: Class 28 contains 5633 members 
Mstep: Class 29 contains 105215 members 
Mstep: Class 30 contains 1546 members 
Mstep: Class 31 contains 12251 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746976.000000 Penalty: 118478.460938
Iteration 334Q: 35 clusters Score -1.57747e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 9021 members 
Mstep: Class 3 contains 8991 members 
Mstep: Class 4 contains 15377 members 
Mstep: Class 5 contains 78417 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153232 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 13418 members 
Mstep: Class 11 contains 41699 members 
Mstep: Class 12 contains 106188 members 
Mstep: Class 13 contains 47979 members 
Mstep: Class 14 contains 256376 members 
Mstep: Class 15 contains 26764 members 
Mstep: Class 16 contains 33973 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7126 members 
Mstep: Class 20 contains 35429 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 9099 members 
Mstep: Class 23 contains 5212 members 
Mstep: Class 24 contains 12646 members 
Mstep: Class 25 contains 7772 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8530 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105220 members 
Mstep: Class 30 contains 1546 members 
Mstep: Class 31 contains 12252 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157746960.000000 Penalty: 118478.460938
Iteration 335Q: 35 clusters Score -1.57747e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 8984 members 
Mstep: Class 3 contains 8993 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78415 members 
Mstep: Class 6 contains 101147 members 
Mstep: Class 7 contains 30952 members 
Mstep: Class 8 contains 153231 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 13416 members 
Mstep: Class 11 contains 41693 members 
Mstep: Class 12 contains 106192 members 
Mstep: Class 13 contains 47984 members 
Mstep: Class 14 contains 256398 members 
Mstep: Class 15 contains 26769 members 
Mstep: Class 16 contains 33969 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7129 members 
Mstep: Class 20 contains 35432 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 9099 members 
Mstep: Class 23 contains 5212 members 
Mstep: Class 24 contains 12646 members 
Mstep: Class 25 contains 7772 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8532 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105224 members 
Mstep: Class 30 contains 1546 members 
Mstep: Class 31 contains 12250 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747168.000000 Penalty: 118478.460938
Iteration 336Q: 35 clusters Score -1.577472e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 8933 members 
Mstep: Class 3 contains 8993 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78409 members 
Mstep: Class 6 contains 101147 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153218 members 
Mstep: Class 9 contains 7980 members 
Mstep: Class 10 contains 13415 members 
Mstep: Class 11 contains 41689 members 
Mstep: Class 12 contains 106192 members 
Mstep: Class 13 contains 47989 members 
Mstep: Class 14 contains 256453 members 
Mstep: Class 15 contains 26775 members 
Mstep: Class 16 contains 33961 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 20 contains 35439 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 9099 members 
Mstep: Class 23 contains 5212 members 
Mstep: Class 24 contains 12646 members 
Mstep: Class 25 contains 7772 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8532 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105229 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747136.000000 Penalty: 118478.460938
Iteration 337Q: 35 clusters Score -1.577471e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 8881 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78406 members 
Mstep: Class 6 contains 101147 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153197 members 
Mstep: Class 9 contains 7980 members 
Mstep: Class 10 contains 13413 members 
Mstep: Class 11 contains 41687 members 
Mstep: Class 12 contains 106194 members 
Mstep: Class 13 contains 47991 members 
Mstep: Class 14 contains 256509 members 
Mstep: Class 15 contains 26781 members 
Mstep: Class 16 contains 33957 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35446 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 9099 members 
Mstep: Class 23 contains 5212 members 
Mstep: Class 24 contains 12646 members 
Mstep: Class 25 contains 7772 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8532 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105235 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747152.000000 Penalty: 118478.460938
Iteration 338Q: 35 clusters Score -1.577472e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78402 members 
Mstep: Class 6 contains 101147 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153195 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 13413 members 
Mstep: Class 11 contains 41686 members 
Mstep: Class 12 contains 106197 members 
Mstep: Class 13 contains 47995 members 
Mstep: Class 14 contains 256536 members 
Mstep: Class 15 contains 26789 members 
Mstep: Class 16 contains 33950 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35451 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 9098 members 
Mstep: Class 23 contains 5212 members 
Mstep: Class 24 contains 12646 members 
Mstep: Class 25 contains 7772 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8532 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105242 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747104.000000 Penalty: 118478.460938
Iteration 339Q: 35 clusters Score -1.577471e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 8798 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78403 members 
Mstep: Class 6 contains 101147 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153181 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41685 members 
Mstep: Class 12 contains 106199 members 
Mstep: Class 13 contains 47999 members 
Mstep: Class 14 contains 256571 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 33948 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35455 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 9097 members 
Mstep: Class 23 contains 5212 members 
Mstep: Class 24 contains 12646 members 
Mstep: Class 25 contains 7771 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8532 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105246 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12246 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747152.000000 Penalty: 118478.460938
Iteration 340F: 35 clusters Score -1.577472e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 8758 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78400 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153161 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41687 members 
Mstep: Class 12 contains 106201 members 
Mstep: Class 13 contains 48004 members 
Mstep: Class 14 contains 256614 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 33947 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35457 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 9094 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12648 members 
Mstep: Class 25 contains 7769 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8532 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105253 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12245 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747280.000000 Penalty: 118478.460938
Iteration 341Q: 35 clusters Score -1.577473e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 8725 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78398 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153138 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41685 members 
Mstep: Class 12 contains 106203 members 
Mstep: Class 13 contains 48004 members 
Mstep: Class 14 contains 256661 members 
Mstep: Class 15 contains 26805 members 
Mstep: Class 16 contains 33949 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35459 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9094 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12650 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8532 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105257 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12245 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747264.000000 Penalty: 118478.460938
Iteration 342Q: 35 clusters Score -1.577473e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 8678 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78388 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153134 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41681 members 
Mstep: Class 12 contains 106204 members 
Mstep: Class 13 contains 48010 members 
Mstep: Class 14 contains 256695 members 
Mstep: Class 15 contains 26812 members 
Mstep: Class 16 contains 33955 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35461 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8532 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105263 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12245 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747392.000000 Penalty: 118478.460938
Iteration 343Q: 35 clusters Score -1.577474e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 8633 members 
Mstep: Class 3 contains 8997 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78378 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153124 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41678 members 
Mstep: Class 12 contains 106211 members 
Mstep: Class 13 contains 48013 members 
Mstep: Class 14 contains 256737 members 
Mstep: Class 15 contains 26814 members 
Mstep: Class 16 contains 33958 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35462 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9092 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8532 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105274 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12244 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747376.000000 Penalty: 118478.460938
Iteration 344Q: 35 clusters Score -1.577474e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 8591 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78375 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30953 members 
Mstep: Class 8 contains 153100 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41674 members 
Mstep: Class 12 contains 106214 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 256784 members 
Mstep: Class 15 contains 26816 members 
Mstep: Class 16 contains 33955 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35465 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9091 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12652 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8533 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105282 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12244 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747392.000000 Penalty: 118478.460938
Iteration 345Q: 35 clusters Score -1.577474e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78370 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30951 members 
Mstep: Class 8 contains 153092 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41674 members 
Mstep: Class 12 contains 106216 members 
Mstep: Class 13 contains 48013 members 
Mstep: Class 14 contains 256823 members 
Mstep: Class 15 contains 26816 members 
Mstep: Class 16 contains 33960 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35465 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9088 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12653 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8534 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105291 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747360.000000 Penalty: 118478.460938
Iteration 346Q: 35 clusters Score -1.577474e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 8515 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78372 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30951 members 
Mstep: Class 8 contains 153083 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41674 members 
Mstep: Class 12 contains 106218 members 
Mstep: Class 13 contains 48012 members 
Mstep: Class 14 contains 256863 members 
Mstep: Class 15 contains 26820 members 
Mstep: Class 16 contains 33958 members 
Mstep: Class 17 contains 49624 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35464 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9087 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12652 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8534 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105296 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12242 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747168.000000 Penalty: 118478.460938
Iteration 347Q: 35 clusters Score -1.577472e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 8477 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78368 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30951 members 
Mstep: Class 8 contains 153072 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41670 members 
Mstep: Class 12 contains 106218 members 
Mstep: Class 13 contains 48012 members 
Mstep: Class 14 contains 256917 members 
Mstep: Class 15 contains 26825 members 
Mstep: Class 16 contains 33960 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35456 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9085 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12652 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8535 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105302 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12242 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747280.000000 Penalty: 118478.460938
Iteration 348Q: 35 clusters Score -1.577473e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78364 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30951 members 
Mstep: Class 8 contains 153069 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41661 members 
Mstep: Class 12 contains 106221 members 
Mstep: Class 13 contains 48008 members 
Mstep: Class 14 contains 256966 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 33956 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35454 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12654 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8535 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105308 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12241 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747232.000000 Penalty: 118478.460938
Iteration 349Q: 35 clusters Score -1.577472e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 8397 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78358 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30951 members 
Mstep: Class 8 contains 153055 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41661 members 
Mstep: Class 12 contains 106222 members 
Mstep: Class 13 contains 48012 members 
Mstep: Class 14 contains 257026 members 
Mstep: Class 15 contains 26823 members 
Mstep: Class 16 contains 33956 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35448 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12653 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8535 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105311 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12241 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747200.000000 Penalty: 118478.460938
Iteration 350Q: 35 clusters Score -1.577472e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 8348 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78354 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30950 members 
Mstep: Class 8 contains 153040 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41661 members 
Mstep: Class 12 contains 106228 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 257086 members 
Mstep: Class 15 contains 26825 members 
Mstep: Class 16 contains 33952 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35442 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12654 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8535 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105313 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12241 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747280.000000 Penalty: 118478.460938
Iteration 351Q: 35 clusters Score -1.577473e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 8311 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78350 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30949 members 
Mstep: Class 8 contains 153038 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41650 members 
Mstep: Class 12 contains 106231 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 257121 members 
Mstep: Class 15 contains 26827 members 
Mstep: Class 16 contains 33951 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35444 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12655 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8535 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105317 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12241 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747216.000000 Penalty: 118478.460938
Iteration 352Q: 35 clusters Score -1.577472e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 8272 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78346 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30949 members 
Mstep: Class 8 contains 153054 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41644 members 
Mstep: Class 12 contains 106234 members 
Mstep: Class 13 contains 48018 members 
Mstep: Class 14 contains 257149 members 
Mstep: Class 15 contains 26833 members 
Mstep: Class 16 contains 33950 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35435 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12655 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8535 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105322 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12241 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747152.000000 Penalty: 118478.460938
Iteration 353Q: 35 clusters Score -1.577472e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 8239 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78342 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30949 members 
Mstep: Class 8 contains 153058 members 
Mstep: Class 9 contains 7975 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41636 members 
Mstep: Class 12 contains 106240 members 
Mstep: Class 13 contains 48024 members 
Mstep: Class 14 contains 257176 members 
Mstep: Class 15 contains 26836 members 
Mstep: Class 16 contains 33946 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35433 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12655 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8535 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105324 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 12242 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747216.000000 Penalty: 118478.460938
Iteration 354Q: 35 clusters Score -1.577472e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 8194 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78337 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 153066 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41630 members 
Mstep: Class 12 contains 106242 members 
Mstep: Class 13 contains 48029 members 
Mstep: Class 14 contains 257206 members 
Mstep: Class 15 contains 26842 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35430 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12654 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8535 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105328 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12242 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747152.000000 Penalty: 118478.460938
Iteration 355Q: 35 clusters Score -1.577472e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 8142 members 
Mstep: Class 3 contains 8997 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78334 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 153056 members 
Mstep: Class 9 contains 7975 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41615 members 
Mstep: Class 12 contains 106243 members 
Mstep: Class 13 contains 48032 members 
Mstep: Class 14 contains 257277 members 
Mstep: Class 15 contains 26841 members 
Mstep: Class 16 contains 33942 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35429 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12654 members 
Mstep: Class 25 contains 7769 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8535 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105330 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12241 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747280.000000 Penalty: 118478.460938
Iteration 356Q: 35 clusters Score -1.577473e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 8106 members 
Mstep: Class 3 contains 8997 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78331 members 
Mstep: Class 6 contains 101147 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 153038 members 
Mstep: Class 9 contains 7976 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41604 members 
Mstep: Class 12 contains 106245 members 
Mstep: Class 13 contains 48033 members 
Mstep: Class 14 contains 257332 members 
Mstep: Class 15 contains 26841 members 
Mstep: Class 16 contains 33940 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35428 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12654 members 
Mstep: Class 25 contains 7771 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8535 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105333 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12241 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747280.000000 Penalty: 118478.460938
Iteration 357Q: 35 clusters Score -1.577473e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 8061 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78335 members 
Mstep: Class 6 contains 101147 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 153031 members 
Mstep: Class 9 contains 7976 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41598 members 
Mstep: Class 12 contains 106241 members 
Mstep: Class 13 contains 48031 members 
Mstep: Class 14 contains 257387 members 
Mstep: Class 15 contains 26844 members 
Mstep: Class 16 contains 33945 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35426 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7772 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8536 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105332 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12240 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747296.000000 Penalty: 118478.460938
Iteration 358Q: 35 clusters Score -1.577473e+08 nChanged 179
Entering ConstructFrom: 
Score: -157747296.000000 Penalty: 118478.460938
Entering ConstructFrom: 
Trying to split cluster 1 (19129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Entering Unmasked Estep 
Score: -2451491.750000 Penalty: 2445.022461
	Iteration 0F: 2 clusters Score -2451492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2437994.500000 Penalty: 4890.044922
	Iteration 0F: 3 clusters Score -2437994 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2442419.750000 Penalty: 4890.044922
	Iteration 1F: 3 clusters Score -2442420 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2442784.750000 Penalty: 4890.044922
	Iteration 2F: 3 clusters Score -2442785 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2443125.250000 Penalty: 4890.044922
	Iteration 3Q: 3 clusters Score -2443125 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2443473.250000 Penalty: 4890.044922
	Iteration 4Q: 3 clusters Score -2443473 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2443877.000000 Penalty: 4890.044922
	Iteration 5Q: 3 clusters Score -2443877 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2444490.250000 Penalty: 4890.044922
	Iteration 6F: 3 clusters Score -2444490 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2445379.000000 Penalty: 4890.044922
	Iteration 7F: 3 clusters Score -2445379 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2446500.500000 Penalty: 4890.044922
	Iteration 8F: 3 clusters Score -2446500 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2447637.250000 Penalty: 4890.044922
	Iteration 9F: 3 clusters Score -2447637 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2448532.500000 Penalty: 4890.044922
	Iteration 10Q: 3 clusters Score -2448532 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2449054.500000 Penalty: 4890.044922
	Iteration 11Q: 3 clusters Score -2449054 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2449358.750000 Penalty: 4890.044922
	Iteration 12Q: 3 clusters Score -2449359 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2449521.250000 Penalty: 4890.044922
	Iteration 13Q: 3 clusters Score -2449521 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2449630.250000 Penalty: 4890.044922
	Iteration 14Q: 3 clusters Score -2449630 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2449703.000000 Penalty: 4890.044922
	Iteration 15Q: 3 clusters Score -2449703 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2449753.250000 Penalty: 4890.044922
	Iteration 16Q: 3 clusters Score -2449753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2449784.250000 Penalty: 4890.044922
	Iteration 17Q: 3 clusters Score -2449784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2449797.750000 Penalty: 4890.044922
	Iteration 18Q: 3 clusters Score -2449798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2449807.000000 Penalty: 4890.044922
	Iteration 19Q: 3 clusters Score -2449807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2449816.000000 Penalty: 4890.044922
	Iteration 20F: 3 clusters Score -2449816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2449830.500000 Penalty: 4890.044922
	Iteration 21Q: 3 clusters Score -2449830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2449838.750000 Penalty: 4890.044922
	Iteration 22Q: 3 clusters Score -2449839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2449848.000000 Penalty: 4890.044922
	Iteration 23Q: 3 clusters Score -2449848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2449862.750000 Penalty: 4890.044922
	Iteration 24Q: 3 clusters Score -2449863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2449881.000000 Penalty: 4890.044922
	Iteration 25Q: 3 clusters Score -2449881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2449887.500000 Penalty: 4890.044922
	Iteration 26Q: 3 clusters Score -2449888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2449895.750000 Penalty: 4890.044922
	Iteration 27Q: 3 clusters Score -2449896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2449897.000000 Penalty: 4890.044922
	Iteration 28Q: 3 clusters Score -2449897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2449897.500000 Penalty: 4890.044922
	Iteration 29Q: 3 clusters Score -2449898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2449902.000000 Penalty: 4890.044922
	Iteration 30Q: 3 clusters Score -2449902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2449907.750000 Penalty: 4890.044922
	Iteration 31Q: 3 clusters Score -2449908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2449909.000000 Penalty: 4890.044922
	Iteration 32Q: 3 clusters Score -2449909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2449910.000000 Penalty: 4890.044922
	Iteration 33Q: 3 clusters Score -2449910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2449912.000000 Penalty: 4890.044922
	Iteration 34Q: 3 clusters Score -2449912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2449912.500000 Penalty: 4890.044922
	Iteration 35Q: 3 clusters Score -2449912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2449910.500000 Penalty: 4890.044922
	Iteration 36Q: 3 clusters Score -2449910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2449912.500000 Penalty: 4890.044922
	Iteration 37Q: 3 clusters Score -2449912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2449917.000000 Penalty: 4890.044922
	Iteration 38Q: 3 clusters Score -2449917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2449921.250000 Penalty: 4890.044922
	Iteration 39Q: 3 clusters Score -2449921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2449919.000000 Penalty: 4890.044922
	Iteration 40F: 3 clusters Score -2449919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2449922.500000 Penalty: 4890.044922
	Iteration 41Q: 3 clusters Score -2449922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2449924.500000 Penalty: 4890.044922
	Iteration 42Q: 3 clusters Score -2449924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2449927.250000 Penalty: 4890.044922
	Iteration 43Q: 3 clusters Score -2449927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2449928.750000 Penalty: 4890.044922
	Iteration 44Q: 3 clusters Score -2449929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2449927.750000 Penalty: 4890.044922
	Iteration 45Q: 3 clusters Score -2449928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2449927.750000 Penalty: 4890.044922
	Iteration 46Q: 3 clusters Score -2449928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2449927.500000 Penalty: 4890.044922
	Iteration 47Q: 3 clusters Score -2449928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2449926.750000 Penalty: 4890.044922
	Iteration 48Q: 3 clusters Score -2449927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2449929.500000 Penalty: 4890.044922
	Iteration 49Q: 3 clusters Score -2449930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2449930.500000 Penalty: 4890.044922
	Iteration 50Q: 3 clusters Score -2449930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2449933.500000 Penalty: 4890.044922
	Iteration 51Q: 3 clusters Score -2449934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2449933.500000 Penalty: 4890.044922
	Iteration 52F: 3 clusters Score -2449934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -1038166.937500 Penalty: 2229.289307
	Iteration 0F: 2 clusters Score -1038167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1031824.437500 Penalty: 4458.578613
	Iteration 0F: 3 clusters Score -1031824 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1033559.000000 Penalty: 4458.578613
	Iteration 1F: 3 clusters Score -1033559 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1033807.250000 Penalty: 4458.578613
	Iteration 2F: 3 clusters Score -1033807 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1033962.187500 Penalty: 4458.578613
	Iteration 3Q: 3 clusters Score -1033962 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1034068.687500 Penalty: 4458.578613
	Iteration 4Q: 3 clusters Score -1034069 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1034161.687500 Penalty: 4458.578613
	Iteration 5Q: 3 clusters Score -1034162 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1034229.812500 Penalty: 4458.578613
	Iteration 6Q: 3 clusters Score -1034230 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1034292.750000 Penalty: 4458.578613
	Iteration 7Q: 3 clusters Score -1034293 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1034359.562500 Penalty: 4458.578613
	Iteration 8Q: 3 clusters Score -1034360 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1034432.062500 Penalty: 4458.578613
	Iteration 9Q: 3 clusters Score -1034432 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1034510.500000 Penalty: 4458.578613
	Iteration 10Q: 3 clusters Score -1034510 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1034605.062500 Penalty: 4458.578613
	Iteration 11Q: 3 clusters Score -1034605 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1034724.375000 Penalty: 4458.578613
	Iteration 12Q: 3 clusters Score -1034724 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1034848.125000 Penalty: 4458.578613
	Iteration 13Q: 3 clusters Score -1034848 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1034974.187500 Penalty: 4458.578613
	Iteration 14Q: 3 clusters Score -1034974 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1035124.375000 Penalty: 4458.578613
	Iteration 15Q: 3 clusters Score -1035124 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1035269.125000 Penalty: 4458.578613
	Iteration 16Q: 3 clusters Score -1035269 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1035401.312500 Penalty: 4458.578613
	Iteration 17Q: 3 clusters Score -1035401 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1035538.250000 Penalty: 4458.578613
	Iteration 18Q: 3 clusters Score -1035538 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1035636.500000 Penalty: 4458.578613
	Iteration 19Q: 3 clusters Score -1035636 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1035735.375000 Penalty: 4458.578613
	Iteration 20F: 3 clusters Score -1035735 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1035816.375000 Penalty: 4458.578613
	Iteration 21Q: 3 clusters Score -1035816 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1035880.375000 Penalty: 4458.578613
	Iteration 22Q: 3 clusters Score -1035880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1035943.937500 Penalty: 4458.578613
	Iteration 23Q: 3 clusters Score -1035944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1035990.625000 Penalty: 4458.578613
	Iteration 24Q: 3 clusters Score -1035991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1036029.500000 Penalty: 4458.578613
	Iteration 25Q: 3 clusters Score -1036030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1036070.250000 Penalty: 4458.578613
	Iteration 26Q: 3 clusters Score -1036070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1036113.062500 Penalty: 4458.578613
	Iteration 27Q: 3 clusters Score -1036113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1036147.937500 Penalty: 4458.578613
	Iteration 28Q: 3 clusters Score -1036148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1036174.437500 Penalty: 4458.578613
	Iteration 29Q: 3 clusters Score -1036174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1036200.375000 Penalty: 4458.578613
	Iteration 30Q: 3 clusters Score -1036200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1036223.750000 Penalty: 4458.578613
	Iteration 31Q: 3 clusters Score -1036224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1036236.937500 Penalty: 4458.578613
	Iteration 32Q: 3 clusters Score -1036237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1036250.250000 Penalty: 4458.578613
	Iteration 33Q: 3 clusters Score -1036250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1036253.937500 Penalty: 4458.578613
	Iteration 34Q: 3 clusters Score -1036254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1036257.562500 Penalty: 4458.578613
	Iteration 35Q: 3 clusters Score -1036258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1036259.750000 Penalty: 4458.578613
	Iteration 36Q: 3 clusters Score -1036260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1036261.687500 Penalty: 4458.578613
	Iteration 37Q: 3 clusters Score -1036262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1036261.875000 Penalty: 4458.578613
	Iteration 38Q: 3 clusters Score -1036262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1036261.875000 Penalty: 4458.578613
	Iteration 39F: 3 clusters Score -1036262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Entering Unmasked Estep 
Score: -1084369.500000 Penalty: 2257.979736
	Iteration 0F: 2 clusters Score -1084370 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 4471 members 
Entering Unmasked Estep 
Score: -1077327.375000 Penalty: 4515.959473
	Iteration 0F: 3 clusters Score -1077327 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1079567.250000 Penalty: 4515.959473
	Iteration 1F: 3 clusters Score -1079567 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1080037.250000 Penalty: 4515.959473
	Iteration 2F: 3 clusters Score -1080037 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1080454.875000 Penalty: 4515.959473
	Iteration 3F: 3 clusters Score -1080455 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1080817.250000 Penalty: 4515.959473
	Iteration 4F: 3 clusters Score -1080817 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1081181.250000 Penalty: 4515.959473
	Iteration 5F: 3 clusters Score -1081181 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1081579.625000 Penalty: 4515.959473
	Iteration 6F: 3 clusters Score -1081580 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1082003.375000 Penalty: 4515.959473
	Iteration 7F: 3 clusters Score -1082003 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1082403.250000 Penalty: 4515.959473
	Iteration 8Q: 3 clusters Score -1082403 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1082744.750000 Penalty: 4515.959473
	Iteration 9Q: 3 clusters Score -1082745 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1082983.125000 Penalty: 4515.959473
	Iteration 10Q: 3 clusters Score -1082983 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1083156.500000 Penalty: 4515.959473
	Iteration 11Q: 3 clusters Score -1083156 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1083298.625000 Penalty: 4515.959473
	Iteration 12Q: 3 clusters Score -1083299 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1083454.875000 Penalty: 4515.959473
	Iteration 13Q: 3 clusters Score -1083455 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1083581.625000 Penalty: 4515.959473
	Iteration 14Q: 3 clusters Score -1083582 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1083678.250000 Penalty: 4515.959473
	Iteration 15Q: 3 clusters Score -1083678 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1083717.750000 Penalty: 4515.959473
	Iteration 16Q: 3 clusters Score -1083718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1083733.500000 Penalty: 4515.959473
	Iteration 17Q: 3 clusters Score -1083734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1083752.000000 Penalty: 4515.959473
	Iteration 18Q: 3 clusters Score -1083752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1083765.000000 Penalty: 4515.959473
	Iteration 19Q: 3 clusters Score -1083765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1083773.375000 Penalty: 4515.959473
	Iteration 20F: 3 clusters Score -1083773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1083779.250000 Penalty: 4515.959473
	Iteration 21Q: 3 clusters Score -1083779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1083781.625000 Penalty: 4515.959473
	Iteration 22Q: 3 clusters Score -1083782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1083782.375000 Penalty: 4515.959473
	Iteration 23Q: 3 clusters Score -1083782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1083782.750000 Penalty: 4515.959473
	Iteration 24Q: 3 clusters Score -1083783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1083787.500000 Penalty: 4515.959473
	Iteration 25Q: 3 clusters Score -1083788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1083788.875000 Penalty: 4515.959473
	Iteration 26Q: 3 clusters Score -1083789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1083791.125000 Penalty: 4515.959473
	Iteration 27Q: 3 clusters Score -1083791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1083795.125000 Penalty: 4515.959473
	Iteration 28Q: 3 clusters Score -1083795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1083796.500000 Penalty: 4515.959473
	Iteration 29Q: 3 clusters Score -1083796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1083796.875000 Penalty: 4515.959473
	Iteration 30Q: 3 clusters Score -1083797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1083797.250000 Penalty: 4515.959473
	Iteration 31Q: 3 clusters Score -1083797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1083797.250000 Penalty: 4515.959473
	Iteration 32F: 3 clusters Score -1083797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Entering Unmasked Estep 
Score: -1930705.625000 Penalty: 2390.859619
	Iteration 0F: 2 clusters Score -1930706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1919607.125000 Penalty: 4781.719238
	Iteration 0F: 3 clusters Score -1919607 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1923079.875000 Penalty: 4781.719238
	Iteration 1F: 3 clusters Score -1923080 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1923416.125000 Penalty: 4781.719238
	Iteration 2F: 3 clusters Score -1923416 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1923697.625000 Penalty: 4781.719238
	Iteration 3Q: 3 clusters Score -1923698 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1923956.875000 Penalty: 4781.719238
	Iteration 4Q: 3 clusters Score -1923957 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1924182.000000 Penalty: 4781.719238
	Iteration 5Q: 3 clusters Score -1924182 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1924422.750000 Penalty: 4781.719238
	Iteration 6Q: 3 clusters Score -1924423 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1924678.125000 Penalty: 4781.719238
	Iteration 7Q: 3 clusters Score -1924678 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1924932.500000 Penalty: 4781.719238
	Iteration 8Q: 3 clusters Score -1924932 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1925186.625000 Penalty: 4781.719238
	Iteration 9Q: 3 clusters Score -1925187 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1925413.500000 Penalty: 4781.719238
	Iteration 10Q: 3 clusters Score -1925414 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1925639.125000 Penalty: 4781.719238
	Iteration 11Q: 3 clusters Score -1925639 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1925827.625000 Penalty: 4781.719238
	Iteration 12Q: 3 clusters Score -1925828 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1926003.625000 Penalty: 4781.719238
	Iteration 13Q: 3 clusters Score -1926004 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1926194.625000 Penalty: 4781.719238
	Iteration 14Q: 3 clusters Score -1926195 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1926366.500000 Penalty: 4781.719238
	Iteration 15Q: 3 clusters Score -1926366 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1926531.000000 Penalty: 4781.719238
	Iteration 16Q: 3 clusters Score -1926531 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1926722.500000 Penalty: 4781.719238
	Iteration 17Q: 3 clusters Score -1926722 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1927042.625000 Penalty: 4781.719238
	Iteration 18Q: 3 clusters Score -1927043 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1927479.000000 Penalty: 4781.719238
	Iteration 19Q: 3 clusters Score -1927479 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1927926.125000 Penalty: 4781.719238
	Iteration 20F: 3 clusters Score -1927926 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1928167.250000 Penalty: 4781.719238
	Iteration 21Q: 3 clusters Score -1928167 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1928300.375000 Penalty: 4781.719238
	Iteration 22Q: 3 clusters Score -1928300 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1928366.375000 Penalty: 4781.719238
	Iteration 23Q: 3 clusters Score -1928366 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1928408.750000 Penalty: 4781.719238
	Iteration 24Q: 3 clusters Score -1928409 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1928447.125000 Penalty: 4781.719238
	Iteration 25Q: 3 clusters Score -1928447 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1928468.500000 Penalty: 4781.719238
	Iteration 26Q: 3 clusters Score -1928468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1928483.000000 Penalty: 4781.719238
	Iteration 27Q: 3 clusters Score -1928483 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1928497.250000 Penalty: 4781.719238
	Iteration 28Q: 3 clusters Score -1928497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1928508.750000 Penalty: 4781.719238
	Iteration 29Q: 3 clusters Score -1928509 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1928518.000000 Penalty: 4781.719238
	Iteration 30Q: 3 clusters Score -1928518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1928519.250000 Penalty: 4781.719238
	Iteration 31Q: 3 clusters Score -1928519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1928531.625000 Penalty: 4781.719238
	Iteration 32Q: 3 clusters Score -1928532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1928538.500000 Penalty: 4781.719238
	Iteration 33Q: 3 clusters Score -1928538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1928542.625000 Penalty: 4781.719238
	Iteration 34Q: 3 clusters Score -1928543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1928552.875000 Penalty: 4781.719238
	Iteration 35Q: 3 clusters Score -1928553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1928562.625000 Penalty: 4781.719238
	Iteration 36Q: 3 clusters Score -1928563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1928570.625000 Penalty: 4781.719238
	Iteration 37Q: 3 clusters Score -1928571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1928583.750000 Penalty: 4781.719238
	Iteration 38Q: 3 clusters Score -1928584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1928595.250000 Penalty: 4781.719238
	Iteration 39Q: 3 clusters Score -1928595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1928610.750000 Penalty: 4781.719238
	Iteration 40F: 3 clusters Score -1928611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1928611.000000 Penalty: 4781.719238
	Iteration 41Q: 3 clusters Score -1928611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1928614.875000 Penalty: 4781.719238
	Iteration 42Q: 3 clusters Score -1928615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1928629.875000 Penalty: 4781.719238
	Iteration 43Q: 3 clusters Score -1928630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1928638.250000 Penalty: 4781.719238
	Iteration 44Q: 3 clusters Score -1928638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1928649.000000 Penalty: 4781.719238
	Iteration 45Q: 3 clusters Score -1928649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1928660.375000 Penalty: 4781.719238
	Iteration 46Q: 3 clusters Score -1928660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1928668.375000 Penalty: 4781.719238
	Iteration 47Q: 3 clusters Score -1928668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1928670.750000 Penalty: 4781.719238
	Iteration 48Q: 3 clusters Score -1928671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1928678.375000 Penalty: 4781.719238
	Iteration 49Q: 3 clusters Score -1928678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1928683.125000 Penalty: 4781.719238
	Iteration 50Q: 3 clusters Score -1928683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1928687.000000 Penalty: 4781.719238
	Iteration 51Q: 3 clusters Score -1928687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1928688.125000 Penalty: 4781.719238
	Iteration 52Q: 3 clusters Score -1928688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1928694.625000 Penalty: 4781.719238
	Iteration 53Q: 3 clusters Score -1928695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1928697.250000 Penalty: 4781.719238
	Iteration 54Q: 3 clusters Score -1928697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1928707.500000 Penalty: 4781.719238
	Iteration 55Q: 3 clusters Score -1928708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1928709.250000 Penalty: 4781.719238
	Iteration 56Q: 3 clusters Score -1928709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1928710.375000 Penalty: 4781.719238
	Iteration 57Q: 3 clusters Score -1928710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1928712.250000 Penalty: 4781.719238
	Iteration 58Q: 3 clusters Score -1928712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1928714.125000 Penalty: 4781.719238
	Iteration 59Q: 3 clusters Score -1928714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1928719.375000 Penalty: 4781.719238
	Iteration 60F: 3 clusters Score -1928719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1928728.500000 Penalty: 4781.719238
	Iteration 61Q: 3 clusters Score -1928728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1928728.375000 Penalty: 4781.719238
	Iteration 62Q: 3 clusters Score -1928728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1928733.875000 Penalty: 4781.719238
	Iteration 63Q: 3 clusters Score -1928734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1928730.500000 Penalty: 4781.719238
	Iteration 64Q: 3 clusters Score -1928730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1928729.375000 Penalty: 4781.719238
	Iteration 65Q: 3 clusters Score -1928729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1928741.000000 Penalty: 4781.719238
	Iteration 66Q: 3 clusters Score -1928741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1928741.875000 Penalty: 4781.719238
	Iteration 67Q: 3 clusters Score -1928742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1928750.250000 Penalty: 4781.719238
	Iteration 68Q: 3 clusters Score -1928750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1928758.750000 Penalty: 4781.719238
	Iteration 69Q: 3 clusters Score -1928759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1928763.500000 Penalty: 4781.719238
	Iteration 70Q: 3 clusters Score -1928764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1928763.250000 Penalty: 4781.719238
	Iteration 71Q: 3 clusters Score -1928763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1928769.875000 Penalty: 4781.719238
	Iteration 72Q: 3 clusters Score -1928770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1928773.000000 Penalty: 4781.719238
	Iteration 73Q: 3 clusters Score -1928773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1928777.500000 Penalty: 4781.719238
	Iteration 74Q: 3 clusters Score -1928778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1928781.625000 Penalty: 4781.719238
	Iteration 75Q: 3 clusters Score -1928782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1928784.375000 Penalty: 4781.719238
	Iteration 76Q: 3 clusters Score -1928784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1928785.625000 Penalty: 4781.719238
	Iteration 77Q: 3 clusters Score -1928786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1928785.625000 Penalty: 4781.719238
	Iteration 78Q: 3 clusters Score -1928786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1928785.875000 Penalty: 4781.719238
	Iteration 79Q: 3 clusters Score -1928786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1928785.125000 Penalty: 4781.719238
	Iteration 80F: 3 clusters Score -1928785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1928789.750000 Penalty: 4781.719238
	Iteration 81Q: 3 clusters Score -1928790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1928794.875000 Penalty: 4781.719238
	Iteration 82Q: 3 clusters Score -1928795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1928792.625000 Penalty: 4781.719238
	Iteration 83Q: 3 clusters Score -1928793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1928793.375000 Penalty: 4781.719238
	Iteration 84Q: 3 clusters Score -1928793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1928796.000000 Penalty: 4781.719238
	Iteration 85Q: 3 clusters Score -1928796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1928798.625000 Penalty: 4781.719238
	Iteration 86Q: 3 clusters Score -1928799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1928801.875000 Penalty: 4781.719238
	Iteration 87Q: 3 clusters Score -1928802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1928803.125000 Penalty: 4781.719238
	Iteration 88Q: 3 clusters Score -1928803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1928808.375000 Penalty: 4781.719238
	Iteration 89Q: 3 clusters Score -1928808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1928815.000000 Penalty: 4781.719238
	Iteration 90Q: 3 clusters Score -1928815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1928815.625000 Penalty: 4781.719238
	Iteration 91Q: 3 clusters Score -1928816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1928814.625000 Penalty: 4781.719238
	Iteration 92Q: 3 clusters Score -1928815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1928816.375000 Penalty: 4781.719238
	Iteration 93Q: 3 clusters Score -1928816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1928823.125000 Penalty: 4781.719238
	Iteration 94Q: 3 clusters Score -1928823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1928826.625000 Penalty: 4781.719238
	Iteration 95Q: 3 clusters Score -1928827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1928832.375000 Penalty: 4781.719238
	Iteration 96Q: 3 clusters Score -1928832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1928837.250000 Penalty: 4781.719238
	Iteration 97Q: 3 clusters Score -1928837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1928838.625000 Penalty: 4781.719238
	Iteration 98Q: 3 clusters Score -1928839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1928847.500000 Penalty: 4781.719238
	Iteration 99Q: 3 clusters Score -1928848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1928849.875000 Penalty: 4781.719238
	Iteration 100F: 3 clusters Score -1928850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1928850.250000 Penalty: 4781.719238
	Iteration 101Q: 3 clusters Score -1928850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1928852.625000 Penalty: 4781.719238
	Iteration 102Q: 3 clusters Score -1928853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1928850.750000 Penalty: 4781.719238
	Iteration 103Q: 3 clusters Score -1928851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1928852.625000 Penalty: 4781.719238
	Iteration 104Q: 3 clusters Score -1928853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1928852.250000 Penalty: 4781.719238
	Iteration 105Q: 3 clusters Score -1928852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1928848.375000 Penalty: 4781.719238
	Iteration 106Q: 3 clusters Score -1928848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1928852.625000 Penalty: 4781.719238
	Iteration 107Q: 3 clusters Score -1928853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1928853.375000 Penalty: 4781.719238
	Iteration 108Q: 3 clusters Score -1928853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1928857.500000 Penalty: 4781.719238
	Iteration 109Q: 3 clusters Score -1928858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1928857.000000 Penalty: 4781.719238
	Iteration 110Q: 3 clusters Score -1928857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1928856.500000 Penalty: 4781.719238
	Iteration 111Q: 3 clusters Score -1928856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1928858.000000 Penalty: 4781.719238
	Iteration 112Q: 3 clusters Score -1928858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1928858.750000 Penalty: 4781.719238
	Iteration 113Q: 3 clusters Score -1928859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1928859.500000 Penalty: 4781.719238
	Iteration 114Q: 3 clusters Score -1928860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1928859.750000 Penalty: 4781.719238
	Iteration 115Q: 3 clusters Score -1928860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1928860.500000 Penalty: 4781.719238
	Iteration 116Q: 3 clusters Score -1928860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1928857.125000 Penalty: 4781.719238
	Iteration 117Q: 3 clusters Score -1928857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1928856.500000 Penalty: 4781.719238
	Iteration 118Q: 3 clusters Score -1928856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1928856.500000 Penalty: 4781.719238
	Iteration 119F: 3 clusters Score -1928856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (78333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78333 members 
Entering Unmasked Estep 
Score: -10127015.000000 Penalty: 2794.643555
	Iteration 0F: 2 clusters Score -1.012702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -10074368.000000 Penalty: 5589.287109
	Iteration 0F: 3 clusters Score -1.007437e+07 nChanged 36894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -10095176.000000 Penalty: 5589.287109
	Iteration 1F: 3 clusters Score -1.009518e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -10095809.000000 Penalty: 5589.287109
	Iteration 2Q: 3 clusters Score -1.009581e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -10096530.000000 Penalty: 5589.287109
	Iteration 3Q: 3 clusters Score -1.009653e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -10097478.000000 Penalty: 5589.287109
	Iteration 4Q: 3 clusters Score -1.009748e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -10099001.000000 Penalty: 5589.287109
	Iteration 5Q: 3 clusters Score -1.0099e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -10100999.000000 Penalty: 5589.287109
	Iteration 6F: 3 clusters Score -1.0101e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -10103895.000000 Penalty: 5589.287109
	Iteration 7F: 3 clusters Score -1.01039e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -10107644.000000 Penalty: 5589.287109
	Iteration 8F: 3 clusters Score -1.010764e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -10111993.000000 Penalty: 5589.287109
	Iteration 9F: 3 clusters Score -1.011199e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -10116457.000000 Penalty: 5589.287109
	Iteration 10F: 3 clusters Score -1.011646e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73703 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -10120338.000000 Penalty: 5589.287109
	Iteration 11F: 3 clusters Score -1.012034e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76154 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -10122722.000000 Penalty: 5589.287109
	Iteration 12Q: 3 clusters Score -1.012272e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10123691.000000 Penalty: 5589.287109
	Iteration 13Q: 3 clusters Score -1.012369e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77667 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -10124094.000000 Penalty: 5589.287109
	Iteration 14Q: 3 clusters Score -1.012409e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10124289.000000 Penalty: 5589.287109
	Iteration 15Q: 3 clusters Score -1.012429e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -10124375.000000 Penalty: 5589.287109
	Iteration 16Q: 3 clusters Score -1.012438e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10124410.000000 Penalty: 5589.287109
	Iteration 17Q: 3 clusters Score -1.012441e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10124451.000000 Penalty: 5589.287109
	Iteration 18Q: 3 clusters Score -1.012445e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10124486.000000 Penalty: 5589.287109
	Iteration 19Q: 3 clusters Score -1.012449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10124492.000000 Penalty: 5589.287109
	Iteration 20F: 3 clusters Score -1.012449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10124503.000000 Penalty: 5589.287109
	Iteration 21Q: 3 clusters Score -1.01245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10124516.000000 Penalty: 5589.287109
	Iteration 22Q: 3 clusters Score -1.012452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10124527.000000 Penalty: 5589.287109
	Iteration 23Q: 3 clusters Score -1.012453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10124525.000000 Penalty: 5589.287109
	Iteration 24Q: 3 clusters Score -1.012452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10124530.000000 Penalty: 5589.287109
	Iteration 25Q: 3 clusters Score -1.012453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10124529.000000 Penalty: 5589.287109
	Iteration 26Q: 3 clusters Score -1.012453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10124539.000000 Penalty: 5589.287109
	Iteration 27Q: 3 clusters Score -1.012454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10124539.000000 Penalty: 5589.287109
	Iteration 28F: 3 clusters Score -1.012454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Entering Unmasked Estep 
Score: -12746591.000000 Penalty: 2858.031494
	Iteration 0F: 2 clusters Score -1.274659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -12679109.000000 Penalty: 5716.062988
	Iteration 0F: 3 clusters Score -1.267911e+07 nChanged 47780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -12706878.000000 Penalty: 5716.062988
	Iteration 1F: 3 clusters Score -1.270688e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -12707953.000000 Penalty: 5716.062988
	Iteration 2Q: 3 clusters Score -1.270795e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -12709227.000000 Penalty: 5716.062988
	Iteration 3Q: 3 clusters Score -1.270923e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -12710996.000000 Penalty: 5716.062988
	Iteration 4Q: 3 clusters Score -1.2711e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -12713446.000000 Penalty: 5716.062988
	Iteration 5F: 3 clusters Score -1.271345e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -12716334.000000 Penalty: 5716.062988
	Iteration 6F: 3 clusters Score -1.271633e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -12719737.000000 Penalty: 5716.062988
	Iteration 7F: 3 clusters Score -1.271974e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -12723408.000000 Penalty: 5716.062988
	Iteration 8F: 3 clusters Score -1.272341e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -12727869.000000 Penalty: 5716.062988
	Iteration 9F: 3 clusters Score -1.272787e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -12732314.000000 Penalty: 5716.062988
	Iteration 10F: 3 clusters Score -1.273231e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 89812 members 
Entering Unmasked Estep 
Score: -12736347.000000 Penalty: 5716.062988
	Iteration 11Q: 3 clusters Score -1.273635e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 93530 members 
Entering Unmasked Estep 
Score: -12739520.000000 Penalty: 5716.062988
	Iteration 12Q: 3 clusters Score -1.273952e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -12741643.000000 Penalty: 5716.062988
	Iteration 13Q: 3 clusters Score -1.274164e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -12742983.000000 Penalty: 5716.062988
	Iteration 14Q: 3 clusters Score -1.274298e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -12743803.000000 Penalty: 5716.062988
	Iteration 15Q: 3 clusters Score -1.27438e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 98453 members 
Entering Unmasked Estep 
Score: -12744239.000000 Penalty: 5716.062988
	Iteration 16Q: 3 clusters Score -1.274424e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 98666 members 
Entering Unmasked Estep 
Score: -12744432.000000 Penalty: 5716.062988
	Iteration 17Q: 3 clusters Score -1.274443e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 98804 members 
Entering Unmasked Estep 
Score: -12744541.000000 Penalty: 5716.062988
	Iteration 18Q: 3 clusters Score -1.274454e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 98925 members 
Entering Unmasked Estep 
Score: -12744624.000000 Penalty: 5716.062988
	Iteration 19Q: 3 clusters Score -1.274462e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 99023 members 
Entering Unmasked Estep 
Score: -12744660.000000 Penalty: 5716.062988
	Iteration 20F: 3 clusters Score -1.274466e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 99102 members 
Entering Unmasked Estep 
Score: -12744711.000000 Penalty: 5716.062988
	Iteration 21Q: 3 clusters Score -1.274471e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -12744758.000000 Penalty: 5716.062988
	Iteration 22Q: 3 clusters Score -1.274476e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 99211 members 
Entering Unmasked Estep 
Score: -12744746.000000 Penalty: 5716.062988
	Iteration 23Q: 3 clusters Score -1.274475e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 99245 members 
Entering Unmasked Estep 
Score: -12744747.000000 Penalty: 5716.062988
	Iteration 24Q: 3 clusters Score -1.274475e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 99270 members 
Entering Unmasked Estep 
Score: -12744747.000000 Penalty: 5716.062988
	Iteration 25Q: 3 clusters Score -1.274475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -12744751.000000 Penalty: 5716.062988
	Iteration 26Q: 3 clusters Score -1.274475e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -12744747.000000 Penalty: 5716.062988
	Iteration 27Q: 3 clusters Score -1.274475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
Score: -12744747.000000 Penalty: 5716.062988
	Iteration 28Q: 3 clusters Score -1.274475e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 99350 members 
Entering Unmasked Estep 
Score: -12744752.000000 Penalty: 5716.062988
	Iteration 29Q: 3 clusters Score -1.274475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 99364 members 
Entering Unmasked Estep 
Score: -12744760.000000 Penalty: 5716.062988
	Iteration 30Q: 3 clusters Score -1.274476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 99368 members 
Entering Unmasked Estep 
Score: -12744759.000000 Penalty: 5716.062988
	Iteration 31Q: 3 clusters Score -1.274476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -12744763.000000 Penalty: 5716.062988
	Iteration 32Q: 3 clusters Score -1.274476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 99379 members 
Entering Unmasked Estep 
Score: -12744767.000000 Penalty: 5716.062988
	Iteration 33Q: 3 clusters Score -1.274477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 99388 members 
Entering Unmasked Estep 
Score: -12744771.000000 Penalty: 5716.062988
	Iteration 34Q: 3 clusters Score -1.274477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -12744772.000000 Penalty: 5716.062988
	Iteration 35Q: 3 clusters Score -1.274477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 99399 members 
Entering Unmasked Estep 
Score: -12744769.000000 Penalty: 5716.062988
	Iteration 36Q: 3 clusters Score -1.274477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 99404 members 
Entering Unmasked Estep 
Score: -12744779.000000 Penalty: 5716.062988
	Iteration 37Q: 3 clusters Score -1.274478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 99406 members 
Entering Unmasked Estep 
Score: -12744782.000000 Penalty: 5716.062988
	Iteration 38Q: 3 clusters Score -1.274478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -12744779.000000 Penalty: 5716.062988
	Iteration 39Q: 3 clusters Score -1.274478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -12744771.000000 Penalty: 5716.062988
	Iteration 40F: 3 clusters Score -1.274477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
Score: -12744775.000000 Penalty: 5716.062988
	Iteration 41Q: 3 clusters Score -1.274478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 99416 members 
Entering Unmasked Estep 
Score: -12744774.000000 Penalty: 5716.062988
	Iteration 42Q: 3 clusters Score -1.274477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 99418 members 
Entering Unmasked Estep 
Score: -12744771.000000 Penalty: 5716.062988
	Iteration 43Q: 3 clusters Score -1.274477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 99420 members 
Entering Unmasked Estep 
Score: -12744772.000000 Penalty: 5716.062988
	Iteration 44Q: 3 clusters Score -1.274477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 99422 members 
Entering Unmasked Estep 
Score: -12744776.000000 Penalty: 5716.062988
	Iteration 45Q: 3 clusters Score -1.274478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 99425 members 
Entering Unmasked Estep 
Score: -12744766.000000 Penalty: 5716.062988
	Iteration 46Q: 3 clusters Score -1.274477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 99426 members 
Entering Unmasked Estep 
Score: -12744760.000000 Penalty: 5716.062988
	Iteration 47Q: 3 clusters Score -1.274476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 99426 members 
Entering Unmasked Estep 
Score: -12744760.000000 Penalty: 5716.062988
	Iteration 48F: 3 clusters Score -1.274476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Entering Unmasked Estep 
Score: -3890521.250000 Penalty: 2564.319824
	Iteration 0F: 2 clusters Score -3890521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3869082.750000 Penalty: 5128.639648
	Iteration 0F: 3 clusters Score -3869083 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3876979.500000 Penalty: 5128.639648
	Iteration 1F: 3 clusters Score -3876980 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3877710.000000 Penalty: 5128.639648
	Iteration 2F: 3 clusters Score -3877710 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3878579.250000 Penalty: 5128.639648
	Iteration 3F: 3 clusters Score -3878579 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3879575.250000 Penalty: 5128.639648
	Iteration 4F: 3 clusters Score -3879575 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3880864.750000 Penalty: 5128.639648
	Iteration 5F: 3 clusters Score -3880865 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -3882466.000000 Penalty: 5128.639648
	Iteration 6F: 3 clusters Score -3882466 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3884127.500000 Penalty: 5128.639648
	Iteration 7F: 3 clusters Score -3884128 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -3885427.000000 Penalty: 5128.639648
	Iteration 8F: 3 clusters Score -3885427 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3886415.000000 Penalty: 5128.639648
	Iteration 9Q: 3 clusters Score -3886415 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3887139.750000 Penalty: 5128.639648
	Iteration 10Q: 3 clusters Score -3887140 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3887660.000000 Penalty: 5128.639648
	Iteration 11Q: 3 clusters Score -3887660 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3888047.000000 Penalty: 5128.639648
	Iteration 12Q: 3 clusters Score -3888047 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3888328.750000 Penalty: 5128.639648
	Iteration 13Q: 3 clusters Score -3888329 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3888577.500000 Penalty: 5128.639648
	Iteration 14Q: 3 clusters Score -3888578 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3888841.500000 Penalty: 5128.639648
	Iteration 15Q: 3 clusters Score -3888842 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3889080.250000 Penalty: 5128.639648
	Iteration 16Q: 3 clusters Score -3889080 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3889289.250000 Penalty: 5128.639648
	Iteration 17Q: 3 clusters Score -3889289 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3889467.750000 Penalty: 5128.639648
	Iteration 18Q: 3 clusters Score -3889468 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3889606.500000 Penalty: 5128.639648
	Iteration 19Q: 3 clusters Score -3889606 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3889720.250000 Penalty: 5128.639648
	Iteration 20F: 3 clusters Score -3889720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3889792.000000 Penalty: 5128.639648
	Iteration 21Q: 3 clusters Score -3889792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3889840.250000 Penalty: 5128.639648
	Iteration 22Q: 3 clusters Score -3889840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3889866.250000 Penalty: 5128.639648
	Iteration 23Q: 3 clusters Score -3889866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3889891.750000 Penalty: 5128.639648
	Iteration 24Q: 3 clusters Score -3889892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3889900.500000 Penalty: 5128.639648
	Iteration 25Q: 3 clusters Score -3889900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3889908.000000 Penalty: 5128.639648
	Iteration 26Q: 3 clusters Score -3889908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3889908.500000 Penalty: 5128.639648
	Iteration 27Q: 3 clusters Score -3889908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3889906.500000 Penalty: 5128.639648
	Iteration 28Q: 3 clusters Score -3889906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3889908.500000 Penalty: 5128.639648
	Iteration 29Q: 3 clusters Score -3889908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3889909.500000 Penalty: 5128.639648
	Iteration 30Q: 3 clusters Score -3889910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3889911.250000 Penalty: 5128.639648
	Iteration 31Q: 3 clusters Score -3889911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3889910.500000 Penalty: 5128.639648
	Iteration 32Q: 3 clusters Score -3889910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3889910.750000 Penalty: 5128.639648
	Iteration 33Q: 3 clusters Score -3889911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3889911.500000 Penalty: 5128.639648
	Iteration 34Q: 3 clusters Score -3889912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3889910.500000 Penalty: 5128.639648
	Iteration 35Q: 3 clusters Score -3889910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3889910.250000 Penalty: 5128.639648
	Iteration 36Q: 3 clusters Score -3889910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3889910.750000 Penalty: 5128.639648
	Iteration 37Q: 3 clusters Score -3889911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3889910.500000 Penalty: 5128.639648
	Iteration 38Q: 3 clusters Score -3889910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3889907.500000 Penalty: 5128.639648
	Iteration 39Q: 3 clusters Score -3889908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3889910.250000 Penalty: 5128.639648
	Iteration 40F: 3 clusters Score -3889910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (153012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153012 members 
Entering Unmasked Estep 
Score: -19828100.000000 Penalty: 2960.691406
	Iteration 0F: 2 clusters Score -1.98281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -19727790.000000 Penalty: 5921.382812
	Iteration 0F: 3 clusters Score -1.972779e+07 nChanged 73191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 79941 members 
Entering Unmasked Estep 
Score: -19769890.000000 Penalty: 5921.382812
	Iteration 1F: 3 clusters Score -1.976989e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70618 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -19771546.000000 Penalty: 5921.382812
	Iteration 2Q: 3 clusters Score -1.977155e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 86172 members 
Entering Unmasked Estep 
Score: -19773980.000000 Penalty: 5921.382812
	Iteration 3Q: 3 clusters Score -1.977398e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 91899 members 
Entering Unmasked Estep 
Score: -19777792.000000 Penalty: 5921.382812
	Iteration 4F: 3 clusters Score -1.977779e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 100031 members 
Entering Unmasked Estep 
Score: -19784092.000000 Penalty: 5921.382812
	Iteration 5F: 3 clusters Score -1.978409e+07 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 110735 members 
Entering Unmasked Estep 
Score: -19794000.000000 Penalty: 5921.382812
	Iteration 6F: 3 clusters Score -1.9794e+07 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 122348 members 
Entering Unmasked Estep 
Score: -19805412.000000 Penalty: 5921.382812
	Iteration 7F: 3 clusters Score -1.980541e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 131965 members 
Entering Unmasked Estep 
Score: -19814434.000000 Penalty: 5921.382812
	Iteration 8F: 3 clusters Score -1.981443e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 138134 members 
Entering Unmasked Estep 
Score: -19819788.000000 Penalty: 5921.382812
	Iteration 9Q: 3 clusters Score -1.981979e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 141849 members 
Entering Unmasked Estep 
Score: -19822660.000000 Penalty: 5921.382812
	Iteration 10Q: 3 clusters Score -1.982266e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 144212 members 
Entering Unmasked Estep 
Score: -19824128.000000 Penalty: 5921.382812
	Iteration 11Q: 3 clusters Score -1.982413e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 145885 members 
Entering Unmasked Estep 
Score: -19824940.000000 Penalty: 5921.382812
	Iteration 12Q: 3 clusters Score -1.982494e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 147059 members 
Entering Unmasked Estep 
Score: -19825444.000000 Penalty: 5921.382812
	Iteration 13Q: 3 clusters Score -1.982544e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 147967 members 
Entering Unmasked Estep 
Score: -19825722.000000 Penalty: 5921.382812
	Iteration 14Q: 3 clusters Score -1.982572e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 148675 members 
Entering Unmasked Estep 
Score: -19825978.000000 Penalty: 5921.382812
	Iteration 15Q: 3 clusters Score -1.982598e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 149274 members 
Entering Unmasked Estep 
Score: -19826216.000000 Penalty: 5921.382812
	Iteration 16Q: 3 clusters Score -1.982622e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 149731 members 
Entering Unmasked Estep 
Score: -19826364.000000 Penalty: 5921.382812
	Iteration 17Q: 3 clusters Score -1.982636e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 150064 members 
Entering Unmasked Estep 
Score: -19826462.000000 Penalty: 5921.382812
	Iteration 18Q: 3 clusters Score -1.982646e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 150312 members 
Entering Unmasked Estep 
Score: -19826532.000000 Penalty: 5921.382812
	Iteration 19Q: 3 clusters Score -1.982653e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 150509 members 
Entering Unmasked Estep 
Score: -19826556.000000 Penalty: 5921.382812
	Iteration 20F: 3 clusters Score -1.982656e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 150656 members 
Entering Unmasked Estep 
Score: -19826574.000000 Penalty: 5921.382812
	Iteration 21Q: 3 clusters Score -1.982657e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 150778 members 
Entering Unmasked Estep 
Score: -19826582.000000 Penalty: 5921.382812
	Iteration 22Q: 3 clusters Score -1.982658e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 150885 members 
Entering Unmasked Estep 
Score: -19826640.000000 Penalty: 5921.382812
	Iteration 23Q: 3 clusters Score -1.982664e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 150974 members 
Entering Unmasked Estep 
Score: -19826640.000000 Penalty: 5921.382812
	Iteration 24Q: 3 clusters Score -1.982664e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 151056 members 
Entering Unmasked Estep 
Score: -19826666.000000 Penalty: 5921.382812
	Iteration 25Q: 3 clusters Score -1.982667e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 151117 members 
Entering Unmasked Estep 
Score: -19826664.000000 Penalty: 5921.382812
	Iteration 26Q: 3 clusters Score -1.982666e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 151161 members 
Entering Unmasked Estep 
Score: -19826726.000000 Penalty: 5921.382812
	Iteration 27Q: 3 clusters Score -1.982673e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 151203 members 
Entering Unmasked Estep 
Score: -19826696.000000 Penalty: 5921.382812
	Iteration 28Q: 3 clusters Score -1.98267e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 151238 members 
Entering Unmasked Estep 
Score: -19826716.000000 Penalty: 5921.382812
	Iteration 29Q: 3 clusters Score -1.982672e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 151270 members 
Entering Unmasked Estep 
Score: -19826704.000000 Penalty: 5921.382812
	Iteration 30Q: 3 clusters Score -1.98267e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 151294 members 
Entering Unmasked Estep 
Score: -19826710.000000 Penalty: 5921.382812
	Iteration 31Q: 3 clusters Score -1.982671e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 151316 members 
Entering Unmasked Estep 
Score: -19826706.000000 Penalty: 5921.382812
	Iteration 32Q: 3 clusters Score -1.982671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 151328 members 
Entering Unmasked Estep 
Score: -19826702.000000 Penalty: 5921.382812
	Iteration 33Q: 3 clusters Score -1.98267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 151335 members 
Entering Unmasked Estep 
Score: -19826696.000000 Penalty: 5921.382812
	Iteration 34Q: 3 clusters Score -1.98267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 151345 members 
Entering Unmasked Estep 
Score: -19826692.000000 Penalty: 5921.382812
	Iteration 35Q: 3 clusters Score -1.982669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 151352 members 
Entering Unmasked Estep 
Score: -19826694.000000 Penalty: 5921.382812
	Iteration 36Q: 3 clusters Score -1.982669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 151361 members 
Entering Unmasked Estep 
Score: -19826700.000000 Penalty: 5921.382812
	Iteration 37Q: 3 clusters Score -1.98267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 151368 members 
Entering Unmasked Estep 
Score: -19826672.000000 Penalty: 5921.382812
	Iteration 38Q: 3 clusters Score -1.982667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 151374 members 
Entering Unmasked Estep 
Score: -19826694.000000 Penalty: 5921.382812
	Iteration 39Q: 3 clusters Score -1.982669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 151381 members 
Entering Unmasked Estep 
Score: -19826690.000000 Penalty: 5921.382812
	Iteration 40F: 3 clusters Score -1.982669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 151388 members 
Entering Unmasked Estep 
Score: -19826702.000000 Penalty: 5921.382812
	Iteration 41Q: 3 clusters Score -1.98267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 151397 members 
Entering Unmasked Estep 
Score: -19826700.000000 Penalty: 5921.382812
	Iteration 42Q: 3 clusters Score -1.98267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -19826706.000000 Penalty: 5921.382812
	Iteration 43Q: 3 clusters Score -1.982671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 151403 members 
Entering Unmasked Estep 
Score: -19826702.000000 Penalty: 5921.382812
	Iteration 44Q: 3 clusters Score -1.98267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 151406 members 
Entering Unmasked Estep 
Score: -19826714.000000 Penalty: 5921.382812
	Iteration 45Q: 3 clusters Score -1.982671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 151407 members 
Entering Unmasked Estep 
Score: -19826708.000000 Penalty: 5921.382812
	Iteration 46Q: 3 clusters Score -1.982671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 151409 members 
Entering Unmasked Estep 
Score: -19826706.000000 Penalty: 5921.382812
	Iteration 47Q: 3 clusters Score -1.982671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 151411 members 
Entering Unmasked Estep 
Score: -19826712.000000 Penalty: 5921.382812
	Iteration 48Q: 3 clusters Score -1.982671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 151413 members 
Entering Unmasked Estep 
Score: -19826708.000000 Penalty: 5921.382812
	Iteration 49Q: 3 clusters Score -1.982671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 151416 members 
Entering Unmasked Estep 
Score: -19826720.000000 Penalty: 5921.382812
	Iteration 50Q: 3 clusters Score -1.982672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 151416 members 
Entering Unmasked Estep 
Score: -19826720.000000 Penalty: 5921.382812
	Iteration 51F: 3 clusters Score -1.982672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Entering Unmasked Estep 
Score: -962548.187500 Penalty: 2228.017334
	Iteration 0F: 2 clusters Score -962548.2 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 3977 members 
Entering Unmasked Estep 
Score: -956160.437500 Penalty: 4456.034668
	Iteration 0F: 3 clusters Score -956160.4 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -957986.437500 Penalty: 4456.034668
	Iteration 1F: 3 clusters Score -957986.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -958328.437500 Penalty: 4456.034668
	Iteration 2F: 3 clusters Score -958328.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -958566.250000 Penalty: 4456.034668
	Iteration 3F: 3 clusters Score -958566.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -958738.500000 Penalty: 4456.034668
	Iteration 4Q: 3 clusters Score -958738.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -958850.812500 Penalty: 4456.034668
	Iteration 5Q: 3 clusters Score -958850.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -958938.250000 Penalty: 4456.034668
	Iteration 6Q: 3 clusters Score -958938.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -958992.250000 Penalty: 4456.034668
	Iteration 7Q: 3 clusters Score -958992.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -959037.812500 Penalty: 4456.034668
	Iteration 8Q: 3 clusters Score -959037.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -959080.375000 Penalty: 4456.034668
	Iteration 9Q: 3 clusters Score -959080.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -959126.625000 Penalty: 4456.034668
	Iteration 10Q: 3 clusters Score -959126.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -959169.687500 Penalty: 4456.034668
	Iteration 11Q: 3 clusters Score -959169.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -959204.812500 Penalty: 4456.034668
	Iteration 12Q: 3 clusters Score -959204.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -959241.812500 Penalty: 4456.034668
	Iteration 13Q: 3 clusters Score -959241.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -959275.750000 Penalty: 4456.034668
	Iteration 14Q: 3 clusters Score -959275.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -959320.625000 Penalty: 4456.034668
	Iteration 15Q: 3 clusters Score -959320.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -959375.625000 Penalty: 4456.034668
	Iteration 16Q: 3 clusters Score -959375.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -959449.625000 Penalty: 4456.034668
	Iteration 17Q: 3 clusters Score -959449.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -959528.187500 Penalty: 4456.034668
	Iteration 18Q: 3 clusters Score -959528.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -959592.562500 Penalty: 4456.034668
	Iteration 19Q: 3 clusters Score -959592.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -959657.562500 Penalty: 4456.034668
	Iteration 20F: 3 clusters Score -959657.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -959735.000000 Penalty: 4456.034668
	Iteration 21Q: 3 clusters Score -959735 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -959821.687500 Penalty: 4456.034668
	Iteration 22Q: 3 clusters Score -959821.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -959908.812500 Penalty: 4456.034668
	Iteration 23Q: 3 clusters Score -959908.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -960022.812500 Penalty: 4456.034668
	Iteration 24Q: 3 clusters Score -960022.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -960138.562500 Penalty: 4456.034668
	Iteration 25Q: 3 clusters Score -960138.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -960234.937500 Penalty: 4456.034668
	Iteration 26Q: 3 clusters Score -960234.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -960312.687500 Penalty: 4456.034668
	Iteration 27Q: 3 clusters Score -960312.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -960374.562500 Penalty: 4456.034668
	Iteration 28Q: 3 clusters Score -960374.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -960427.000000 Penalty: 4456.034668
	Iteration 29Q: 3 clusters Score -960427 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -960471.187500 Penalty: 4456.034668
	Iteration 30Q: 3 clusters Score -960471.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -960505.250000 Penalty: 4456.034668
	Iteration 31Q: 3 clusters Score -960505.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -960537.812500 Penalty: 4456.034668
	Iteration 32Q: 3 clusters Score -960537.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -960565.500000 Penalty: 4456.034668
	Iteration 33Q: 3 clusters Score -960565.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -960592.687500 Penalty: 4456.034668
	Iteration 34Q: 3 clusters Score -960592.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -960612.625000 Penalty: 4456.034668
	Iteration 35Q: 3 clusters Score -960612.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -960645.687500 Penalty: 4456.034668
	Iteration 36Q: 3 clusters Score -960645.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -960676.687500 Penalty: 4456.034668
	Iteration 37Q: 3 clusters Score -960676.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -960702.125000 Penalty: 4456.034668
	Iteration 38Q: 3 clusters Score -960702.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -960733.125000 Penalty: 4456.034668
	Iteration 39Q: 3 clusters Score -960733.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -960767.875000 Penalty: 4456.034668
	Iteration 40F: 3 clusters Score -960767.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -960788.750000 Penalty: 4456.034668
	Iteration 41Q: 3 clusters Score -960788.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -960810.562500 Penalty: 4456.034668
	Iteration 42Q: 3 clusters Score -960810.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -960822.750000 Penalty: 4456.034668
	Iteration 43Q: 3 clusters Score -960822.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -960835.625000 Penalty: 4456.034668
	Iteration 44Q: 3 clusters Score -960835.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -960846.250000 Penalty: 4456.034668
	Iteration 45Q: 3 clusters Score -960846.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -960856.062500 Penalty: 4456.034668
	Iteration 46Q: 3 clusters Score -960856.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -960868.875000 Penalty: 4456.034668
	Iteration 47Q: 3 clusters Score -960868.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -960879.500000 Penalty: 4456.034668
	Iteration 48Q: 3 clusters Score -960879.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -960886.562500 Penalty: 4456.034668
	Iteration 49Q: 3 clusters Score -960886.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -960897.937500 Penalty: 4456.034668
	Iteration 50Q: 3 clusters Score -960897.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -960906.625000 Penalty: 4456.034668
	Iteration 51Q: 3 clusters Score -960906.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -960909.750000 Penalty: 4456.034668
	Iteration 52Q: 3 clusters Score -960909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -960916.312500 Penalty: 4456.034668
	Iteration 53Q: 3 clusters Score -960916.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -960918.375000 Penalty: 4456.034668
	Iteration 54Q: 3 clusters Score -960918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -960919.125000 Penalty: 4456.034668
	Iteration 55Q: 3 clusters Score -960919.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -960919.187500 Penalty: 4456.034668
	Iteration 56Q: 3 clusters Score -960919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -960920.625000 Penalty: 4456.034668
	Iteration 57Q: 3 clusters Score -960920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -960921.125000 Penalty: 4456.034668
	Iteration 58Q: 3 clusters Score -960921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -960921.062500 Penalty: 4456.034668
	Iteration 59Q: 3 clusters Score -960921.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -960921.062500 Penalty: 4456.034668
	Iteration 60F: 3 clusters Score -960921.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Entering Unmasked Estep 
Score: -1595362.625000 Penalty: 2357.005371
	Iteration 0F: 2 clusters Score -1595363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1585569.625000 Penalty: 4714.010742
	Iteration 0F: 3 clusters Score -1585570 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1588735.375000 Penalty: 4714.010742
	Iteration 1F: 3 clusters Score -1588735 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1589434.125000 Penalty: 4714.010742
	Iteration 2F: 3 clusters Score -1589434 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1590195.375000 Penalty: 4714.010742
	Iteration 3F: 3 clusters Score -1590195 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1591113.625000 Penalty: 4714.010742
	Iteration 4F: 3 clusters Score -1591114 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1592105.750000 Penalty: 4714.010742
	Iteration 5F: 3 clusters Score -1592106 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1592926.000000 Penalty: 4714.010742
	Iteration 6F: 3 clusters Score -1592926 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1593567.375000 Penalty: 4714.010742
	Iteration 7F: 3 clusters Score -1593567 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1594065.375000 Penalty: 4714.010742
	Iteration 8Q: 3 clusters Score -1594065 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1594363.375000 Penalty: 4714.010742
	Iteration 9Q: 3 clusters Score -1594363 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1594537.500000 Penalty: 4714.010742
	Iteration 10Q: 3 clusters Score -1594538 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1594620.500000 Penalty: 4714.010742
	Iteration 11Q: 3 clusters Score -1594620 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1594679.375000 Penalty: 4714.010742
	Iteration 12Q: 3 clusters Score -1594679 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1594733.500000 Penalty: 4714.010742
	Iteration 13Q: 3 clusters Score -1594734 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1594764.625000 Penalty: 4714.010742
	Iteration 14Q: 3 clusters Score -1594765 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1594796.750000 Penalty: 4714.010742
	Iteration 15Q: 3 clusters Score -1594797 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1594829.875000 Penalty: 4714.010742
	Iteration 16Q: 3 clusters Score -1594830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1594849.250000 Penalty: 4714.010742
	Iteration 17Q: 3 clusters Score -1594849 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1594879.250000 Penalty: 4714.010742
	Iteration 18Q: 3 clusters Score -1594879 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1594918.750000 Penalty: 4714.010742
	Iteration 19Q: 3 clusters Score -1594919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1594946.500000 Penalty: 4714.010742
	Iteration 20F: 3 clusters Score -1594946 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1594965.500000 Penalty: 4714.010742
	Iteration 21Q: 3 clusters Score -1594966 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1594982.625000 Penalty: 4714.010742
	Iteration 22Q: 3 clusters Score -1594983 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1595002.125000 Penalty: 4714.010742
	Iteration 23Q: 3 clusters Score -1595002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1595022.875000 Penalty: 4714.010742
	Iteration 24Q: 3 clusters Score -1595023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1595025.875000 Penalty: 4714.010742
	Iteration 25Q: 3 clusters Score -1595026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1595041.000000 Penalty: 4714.010742
	Iteration 26Q: 3 clusters Score -1595041 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1595047.500000 Penalty: 4714.010742
	Iteration 27Q: 3 clusters Score -1595048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1595067.750000 Penalty: 4714.010742
	Iteration 28Q: 3 clusters Score -1595068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1595077.625000 Penalty: 4714.010742
	Iteration 29Q: 3 clusters Score -1595078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1595088.250000 Penalty: 4714.010742
	Iteration 30Q: 3 clusters Score -1595088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1595105.125000 Penalty: 4714.010742
	Iteration 31Q: 3 clusters Score -1595105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1595112.500000 Penalty: 4714.010742
	Iteration 32Q: 3 clusters Score -1595112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1595129.000000 Penalty: 4714.010742
	Iteration 33Q: 3 clusters Score -1595129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1595136.125000 Penalty: 4714.010742
	Iteration 34Q: 3 clusters Score -1595136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1595145.125000 Penalty: 4714.010742
	Iteration 35Q: 3 clusters Score -1595145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1595160.125000 Penalty: 4714.010742
	Iteration 36Q: 3 clusters Score -1595160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1595158.000000 Penalty: 4714.010742
	Iteration 37Q: 3 clusters Score -1595158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1595159.125000 Penalty: 4714.010742
	Iteration 38Q: 3 clusters Score -1595159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1595163.375000 Penalty: 4714.010742
	Iteration 39Q: 3 clusters Score -1595163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1595167.500000 Penalty: 4714.010742
	Iteration 40F: 3 clusters Score -1595168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1595166.125000 Penalty: 4714.010742
	Iteration 41Q: 3 clusters Score -1595166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1595167.500000 Penalty: 4714.010742
	Iteration 42Q: 3 clusters Score -1595168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1595168.500000 Penalty: 4714.010742
	Iteration 43Q: 3 clusters Score -1595168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1595168.500000 Penalty: 4714.010742
	Iteration 44F: 3 clusters Score -1595168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Entering Unmasked Estep 
Score: -5276810.500000 Penalty: 2637.656494
	Iteration 0F: 2 clusters Score -5276810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -5248499.000000 Penalty: 5275.312988
	Iteration 0F: 3 clusters Score -5248499 nChanged 19008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -5258922.500000 Penalty: 5275.312988
	Iteration 1F: 3 clusters Score -5258922 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5259375.000000 Penalty: 5275.312988
	Iteration 2Q: 3 clusters Score -5259375 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -5259773.500000 Penalty: 5275.312988
	Iteration 3Q: 3 clusters Score -5259774 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -5260062.500000 Penalty: 5275.312988
	Iteration 4Q: 3 clusters Score -5260062 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -5260312.000000 Penalty: 5275.312988
	Iteration 5Q: 3 clusters Score -5260312 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -5260580.500000 Penalty: 5275.312988
	Iteration 6Q: 3 clusters Score -5260580 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -5260855.000000 Penalty: 5275.312988
	Iteration 7Q: 3 clusters Score -5260855 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -5261153.000000 Penalty: 5275.312988
	Iteration 8Q: 3 clusters Score -5261153 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -5261473.000000 Penalty: 5275.312988
	Iteration 9Q: 3 clusters Score -5261473 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -5261834.000000 Penalty: 5275.312988
	Iteration 10Q: 3 clusters Score -5261834 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -5262349.000000 Penalty: 5275.312988
	Iteration 11Q: 3 clusters Score -5262349 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -5263113.000000 Penalty: 5275.312988
	Iteration 12Q: 3 clusters Score -5263113 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -5264124.000000 Penalty: 5275.312988
	Iteration 13Q: 3 clusters Score -5264124 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -5265494.500000 Penalty: 5275.312988
	Iteration 14F: 3 clusters Score -5265494 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -5267305.500000 Penalty: 5275.312988
	Iteration 15F: 3 clusters Score -5267306 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -5269397.000000 Penalty: 5275.312988
	Iteration 16F: 3 clusters Score -5269397 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -5271416.500000 Penalty: 5275.312988
	Iteration 17F: 3 clusters Score -5271416 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5272851.500000 Penalty: 5275.312988
	Iteration 18Q: 3 clusters Score -5272852 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5273690.000000 Penalty: 5275.312988
	Iteration 19Q: 3 clusters Score -5273690 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5274075.500000 Penalty: 5275.312988
	Iteration 20F: 3 clusters Score -5274076 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5274248.000000 Penalty: 5275.312988
	Iteration 21Q: 3 clusters Score -5274248 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5274332.000000 Penalty: 5275.312988
	Iteration 22Q: 3 clusters Score -5274332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5274398.000000 Penalty: 5275.312988
	Iteration 23Q: 3 clusters Score -5274398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5274435.000000 Penalty: 5275.312988
	Iteration 24Q: 3 clusters Score -5274435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5274442.000000 Penalty: 5275.312988
	Iteration 25Q: 3 clusters Score -5274442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5274453.000000 Penalty: 5275.312988
	Iteration 26Q: 3 clusters Score -5274453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5274455.500000 Penalty: 5275.312988
	Iteration 27Q: 3 clusters Score -5274456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5274463.000000 Penalty: 5275.312988
	Iteration 28Q: 3 clusters Score -5274463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5274468.000000 Penalty: 5275.312988
	Iteration 29Q: 3 clusters Score -5274468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5274474.000000 Penalty: 5275.312988
	Iteration 30Q: 3 clusters Score -5274474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5274476.500000 Penalty: 5275.312988
	Iteration 31Q: 3 clusters Score -5274476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5274476.500000 Penalty: 5275.312988
	Iteration 32F: 3 clusters Score -5274476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106244 members 
Entering Unmasked Estep 
Score: -13524719.000000 Penalty: 2870.226562
	Iteration 0F: 2 clusters Score -1.352472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -13453544.000000 Penalty: 5740.453125
	Iteration 0F: 3 clusters Score -1.345354e+07 nChanged 50441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -13482982.000000 Penalty: 5740.453125
	Iteration 1F: 3 clusters Score -1.348298e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -13485263.000000 Penalty: 5740.453125
	Iteration 2Q: 3 clusters Score -1.348526e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -13489469.000000 Penalty: 5740.453125
	Iteration 3F: 3 clusters Score -1.348947e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 76901 members 
Entering Unmasked Estep 
Score: -13496193.000000 Penalty: 5740.453125
	Iteration 4F: 3 clusters Score -1.349619e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 85808 members 
Entering Unmasked Estep 
Score: -13504649.000000 Penalty: 5740.453125
	Iteration 5F: 3 clusters Score -1.350465e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -13512116.000000 Penalty: 5740.453125
	Iteration 6F: 3 clusters Score -1.351212e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 98968 members 
Entering Unmasked Estep 
Score: -13517081.000000 Penalty: 5740.453125
	Iteration 7F: 3 clusters Score -1.351708e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -13519803.000000 Penalty: 5740.453125
	Iteration 8Q: 3 clusters Score -1.35198e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 103645 members 
Entering Unmasked Estep 
Score: -13521033.000000 Penalty: 5740.453125
	Iteration 9Q: 3 clusters Score -1.352103e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 104412 members 
Entering Unmasked Estep 
Score: -13521559.000000 Penalty: 5740.453125
	Iteration 10Q: 3 clusters Score -1.352156e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -13521802.000000 Penalty: 5740.453125
	Iteration 11Q: 3 clusters Score -1.35218e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -13522030.000000 Penalty: 5740.453125
	Iteration 12Q: 3 clusters Score -1.352203e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 105214 members 
Entering Unmasked Estep 
Score: -13522131.000000 Penalty: 5740.453125
	Iteration 13Q: 3 clusters Score -1.352213e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
Score: -13522184.000000 Penalty: 5740.453125
	Iteration 14Q: 3 clusters Score -1.352218e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 105342 members 
Entering Unmasked Estep 
Score: -13522242.000000 Penalty: 5740.453125
	Iteration 15Q: 3 clusters Score -1.352224e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 105377 members 
Entering Unmasked Estep 
Score: -13522265.000000 Penalty: 5740.453125
	Iteration 16Q: 3 clusters Score -1.352226e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 105400 members 
Entering Unmasked Estep 
Score: -13522283.000000 Penalty: 5740.453125
	Iteration 17Q: 3 clusters Score -1.352228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 105417 members 
Entering Unmasked Estep 
Score: -13522292.000000 Penalty: 5740.453125
	Iteration 18Q: 3 clusters Score -1.352229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 105427 members 
Entering Unmasked Estep 
Score: -13522301.000000 Penalty: 5740.453125
	Iteration 19Q: 3 clusters Score -1.35223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 105433 members 
Entering Unmasked Estep 
Score: -13522303.000000 Penalty: 5740.453125
	Iteration 20F: 3 clusters Score -1.35223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 105436 members 
Entering Unmasked Estep 
Score: -13522318.000000 Penalty: 5740.453125
	Iteration 21Q: 3 clusters Score -1.352232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 105447 members 
Entering Unmasked Estep 
Score: -13522329.000000 Penalty: 5740.453125
	Iteration 22Q: 3 clusters Score -1.352233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 105457 members 
Entering Unmasked Estep 
Score: -13522327.000000 Penalty: 5740.453125
	Iteration 23Q: 3 clusters Score -1.352233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 105460 members 
Entering Unmasked Estep 
Score: -13522309.000000 Penalty: 5740.453125
	Iteration 24Q: 3 clusters Score -1.352231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 105462 members 
Entering Unmasked Estep 
Score: -13522323.000000 Penalty: 5740.453125
	Iteration 25Q: 3 clusters Score -1.352232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 105472 members 
Entering Unmasked Estep 
Score: -13522327.000000 Penalty: 5740.453125
	Iteration 26Q: 3 clusters Score -1.352233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -13522346.000000 Penalty: 5740.453125
	Iteration 27Q: 3 clusters Score -1.352235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 105485 members 
Entering Unmasked Estep 
Score: -13522341.000000 Penalty: 5740.453125
	Iteration 28Q: 3 clusters Score -1.352234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -13522344.000000 Penalty: 5740.453125
	Iteration 29Q: 3 clusters Score -1.352234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -13522344.000000 Penalty: 5740.453125
	Iteration 30Q: 3 clusters Score -1.352234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 105499 members 
Entering Unmasked Estep 
Score: -13522338.000000 Penalty: 5740.453125
	Iteration 31Q: 3 clusters Score -1.352234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -13522346.000000 Penalty: 5740.453125
	Iteration 32Q: 3 clusters Score -1.352235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 105511 members 
Entering Unmasked Estep 
Score: -13522349.000000 Penalty: 5740.453125
	Iteration 33Q: 3 clusters Score -1.352235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 105517 members 
Entering Unmasked Estep 
Score: -13522356.000000 Penalty: 5740.453125
	Iteration 34Q: 3 clusters Score -1.352236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 105523 members 
Entering Unmasked Estep 
Score: -13522354.000000 Penalty: 5740.453125
	Iteration 35Q: 3 clusters Score -1.352235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
Score: -13522352.000000 Penalty: 5740.453125
	Iteration 36Q: 3 clusters Score -1.352235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 105533 members 
Entering Unmasked Estep 
Score: -13522373.000000 Penalty: 5740.453125
	Iteration 37Q: 3 clusters Score -1.352237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 105535 members 
Entering Unmasked Estep 
Score: -13522359.000000 Penalty: 5740.453125
	Iteration 38Q: 3 clusters Score -1.352236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 105536 members 
Entering Unmasked Estep 
Score: -13522369.000000 Penalty: 5740.453125
	Iteration 39Q: 3 clusters Score -1.352237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 105537 members 
Entering Unmasked Estep 
Score: -13522368.000000 Penalty: 5740.453125
	Iteration 40F: 3 clusters Score -1.352237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -13522367.000000 Penalty: 5740.453125
	Iteration 41Q: 3 clusters Score -1.352237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -13522367.000000 Penalty: 5740.453125
	Iteration 42F: 3 clusters Score -1.352237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Entering Unmasked Estep 
Score: -5816532.000000 Penalty: 2673.346436
	Iteration 0F: 2 clusters Score -5816532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -5784322.000000 Penalty: 5346.692871
	Iteration 0F: 3 clusters Score -5784322 nChanged 22001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -5797403.500000 Penalty: 5346.692871
	Iteration 1F: 3 clusters Score -5797404 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -5798747.000000 Penalty: 5346.692871
	Iteration 2F: 3 clusters Score -5798747 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -5800068.000000 Penalty: 5346.692871
	Iteration 3F: 3 clusters Score -5800068 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -5801295.000000 Penalty: 5346.692871
	Iteration 4F: 3 clusters Score -5801295 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -5802416.500000 Penalty: 5346.692871
	Iteration 5F: 3 clusters Score -5802416 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -5803371.500000 Penalty: 5346.692871
	Iteration 6Q: 3 clusters Score -5803372 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -5804298.500000 Penalty: 5346.692871
	Iteration 7Q: 3 clusters Score -5804298 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5805224.000000 Penalty: 5346.692871
	Iteration 8Q: 3 clusters Score -5805224 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -5806169.000000 Penalty: 5346.692871
	Iteration 9Q: 3 clusters Score -5806169 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -5807153.500000 Penalty: 5346.692871
	Iteration 10Q: 3 clusters Score -5807154 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -5807950.500000 Penalty: 5346.692871
	Iteration 11Q: 3 clusters Score -5807950 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -5808469.500000 Penalty: 5346.692871
	Iteration 12Q: 3 clusters Score -5808470 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -5808781.500000 Penalty: 5346.692871
	Iteration 13Q: 3 clusters Score -5808782 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -5808958.000000 Penalty: 5346.692871
	Iteration 14Q: 3 clusters Score -5808958 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -5809061.500000 Penalty: 5346.692871
	Iteration 15Q: 3 clusters Score -5809062 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -5809172.000000 Penalty: 5346.692871
	Iteration 16Q: 3 clusters Score -5809172 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -5809275.000000 Penalty: 5346.692871
	Iteration 17Q: 3 clusters Score -5809275 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -5809376.500000 Penalty: 5346.692871
	Iteration 18Q: 3 clusters Score -5809376 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -5809438.000000 Penalty: 5346.692871
	Iteration 19Q: 3 clusters Score -5809438 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -5809495.500000 Penalty: 5346.692871
	Iteration 20F: 3 clusters Score -5809496 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -5809545.000000 Penalty: 5346.692871
	Iteration 21Q: 3 clusters Score -5809545 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -5809600.500000 Penalty: 5346.692871
	Iteration 22Q: 3 clusters Score -5809600 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -5809657.500000 Penalty: 5346.692871
	Iteration 23Q: 3 clusters Score -5809658 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -5809674.000000 Penalty: 5346.692871
	Iteration 24Q: 3 clusters Score -5809674 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -5809704.500000 Penalty: 5346.692871
	Iteration 25Q: 3 clusters Score -5809704 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -5809749.500000 Penalty: 5346.692871
	Iteration 26Q: 3 clusters Score -5809750 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -5809772.000000 Penalty: 5346.692871
	Iteration 27Q: 3 clusters Score -5809772 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -5809825.000000 Penalty: 5346.692871
	Iteration 28Q: 3 clusters Score -5809825 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -5809864.000000 Penalty: 5346.692871
	Iteration 29Q: 3 clusters Score -5809864 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -5809906.000000 Penalty: 5346.692871
	Iteration 30Q: 3 clusters Score -5809906 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -5809927.500000 Penalty: 5346.692871
	Iteration 31Q: 3 clusters Score -5809928 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -5809954.000000 Penalty: 5346.692871
	Iteration 32Q: 3 clusters Score -5809954 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -5809978.000000 Penalty: 5346.692871
	Iteration 33Q: 3 clusters Score -5809978 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -5809995.500000 Penalty: 5346.692871
	Iteration 34Q: 3 clusters Score -5809996 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -5810028.500000 Penalty: 5346.692871
	Iteration 35Q: 3 clusters Score -5810028 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -5810037.000000 Penalty: 5346.692871
	Iteration 36Q: 3 clusters Score -5810037 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -5810048.500000 Penalty: 5346.692871
	Iteration 37Q: 3 clusters Score -5810048 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -5810078.500000 Penalty: 5346.692871
	Iteration 38Q: 3 clusters Score -5810078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -5810072.000000 Penalty: 5346.692871
	Iteration 39Q: 3 clusters Score -5810072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -5810068.000000 Penalty: 5346.692871
	Iteration 40F: 3 clusters Score -5810068 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -5810080.000000 Penalty: 5346.692871
	Iteration 41Q: 3 clusters Score -5810080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -5810087.000000 Penalty: 5346.692871
	Iteration 42Q: 3 clusters Score -5810087 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -5810097.000000 Penalty: 5346.692871
	Iteration 43Q: 3 clusters Score -5810097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -5810078.000000 Penalty: 5346.692871
	Iteration 44Q: 3 clusters Score -5810078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -5810080.500000 Penalty: 5346.692871
	Iteration 45Q: 3 clusters Score -5810080 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -5810088.000000 Penalty: 5346.692871
	Iteration 46Q: 3 clusters Score -5810088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -5810112.000000 Penalty: 5346.692871
	Iteration 47Q: 3 clusters Score -5810112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 27410 members 
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Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 27332 members 
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Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 27294 members 
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Mstep: Class 1 contains 20805 members 
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Mstep: Class 1 contains 20835 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5810232 nChanged 69
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	Iteration 93Q: 3 clusters Score -5810242 nChanged 79
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	Iteration 97Q: 3 clusters Score -5810254 nChanged 82
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	Iteration 100F: 3 clusters Score -5810272 nChanged 91
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	Iteration 101Q: 3 clusters Score -5810292 nChanged 84
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	Iteration 102Q: 3 clusters Score -5810286 nChanged 65
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	Iteration 107Q: 3 clusters Score -5810323 nChanged 56
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	Iteration 108Q: 3 clusters Score -5810337 nChanged 67
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	Iteration 109Q: 3 clusters Score -5810343 nChanged 64
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	Iteration 110Q: 3 clusters Score -5810336 nChanged 66
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	Iteration 111Q: 3 clusters Score -5810344 nChanged 67
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	Iteration 119Q: 3 clusters Score -5810356 nChanged 59
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	Iteration 120F: 3 clusters Score -5810364 nChanged 47
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	Iteration 133Q: 3 clusters Score -5810398 nChanged 80
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	Iteration 135Q: 3 clusters Score -5810412 nChanged 77
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	Iteration 139Q: 3 clusters Score -5810422 nChanged 85
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	Iteration 140F: 3 clusters Score -5810436 nChanged 97
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5815244.000000 Penalty: 5346.692871
	Iteration 234Q: 3 clusters Score -5815244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5815238.000000 Penalty: 5346.692871
	Iteration 235Q: 3 clusters Score -5815238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5815233.500000 Penalty: 5346.692871
	Iteration 236Q: 3 clusters Score -5815234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5815232.500000 Penalty: 5346.692871
	Iteration 237Q: 3 clusters Score -5815232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5815236.000000 Penalty: 5346.692871
	Iteration 238Q: 3 clusters Score -5815236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5815248.500000 Penalty: 5346.692871
	Iteration 239Q: 3 clusters Score -5815248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5815239.000000 Penalty: 5346.692871
	Iteration 240F: 3 clusters Score -5815239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5815250.500000 Penalty: 5346.692871
	Iteration 241Q: 3 clusters Score -5815250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5815238.500000 Penalty: 5346.692871
	Iteration 242Q: 3 clusters Score -5815238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5815247.000000 Penalty: 5346.692871
	Iteration 243Q: 3 clusters Score -5815247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5815244.000000 Penalty: 5346.692871
	Iteration 244Q: 3 clusters Score -5815244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5815247.500000 Penalty: 5346.692871
	Iteration 245Q: 3 clusters Score -5815248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5815252.500000 Penalty: 5346.692871
	Iteration 246Q: 3 clusters Score -5815252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5815259.000000 Penalty: 5346.692871
	Iteration 247Q: 3 clusters Score -5815259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5815263.500000 Penalty: 5346.692871
	Iteration 248Q: 3 clusters Score -5815264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5815263.500000 Penalty: 5346.692871
	Iteration 249F: 3 clusters Score -5815264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (257443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257443 members 
Entering Unmasked Estep 
Score: -33267660.000000 Penalty: 3089.721191
	Iteration 0F: 2 clusters Score -3.326766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128467 members 
Mstep: Class 2 contains 128976 members 
Entering Unmasked Estep 
Score: -33108006.000000 Penalty: 6179.442383
	Iteration 0F: 3 clusters Score -3.310801e+07 nChanged 124306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123623 members 
Mstep: Class 2 contains 133820 members 
Entering Unmasked Estep 
Score: -33181022.000000 Penalty: 6179.442383
	Iteration 1F: 3 clusters Score -3.318102e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120558 members 
Mstep: Class 2 contains 136885 members 
Entering Unmasked Estep 
Score: -33183096.000000 Penalty: 6179.442383
	Iteration 2Q: 3 clusters Score -3.31831e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115779 members 
Mstep: Class 2 contains 141664 members 
Entering Unmasked Estep 
Score: -33185826.000000 Penalty: 6179.442383
	Iteration 3Q: 3 clusters Score -3.318583e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108417 members 
Mstep: Class 2 contains 149026 members 
Entering Unmasked Estep 
Score: -33190872.000000 Penalty: 6179.442383
	Iteration 4Q: 3 clusters Score -3.319087e+07 nChanged 14702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 159578 members 
Entering Unmasked Estep 
Score: -33198778.000000 Penalty: 6179.442383
	Iteration 5F: 3 clusters Score -3.319878e+07 nChanged 17907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 173019 members 
Entering Unmasked Estep 
Score: -33211388.000000 Penalty: 6179.442383
	Iteration 6F: 3 clusters Score -3.321139e+07 nChanged 18384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 186167 members 
Entering Unmasked Estep 
Score: -33225842.000000 Penalty: 6179.442383
	Iteration 7F: 3 clusters Score -3.322584e+07 nChanged 16072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 195559 members 
Entering Unmasked Estep 
Score: -33238648.000000 Penalty: 6179.442383
	Iteration 8F: 3 clusters Score -3.323865e+07 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 200786 members 
Entering Unmasked Estep 
Score: -33245344.000000 Penalty: 6179.442383
	Iteration 9Q: 3 clusters Score -3.324534e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 203901 members 
Entering Unmasked Estep 
Score: -33248262.000000 Penalty: 6179.442383
	Iteration 10Q: 3 clusters Score -3.324826e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 206768 members 
Entering Unmasked Estep 
Score: -33249604.000000 Penalty: 6179.442383
	Iteration 11Q: 3 clusters Score -3.32496e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 209466 members 
Entering Unmasked Estep 
Score: -33251520.000000 Penalty: 6179.442383
	Iteration 12Q: 3 clusters Score -3.325152e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 212523 members 
Entering Unmasked Estep 
Score: -33253142.000000 Penalty: 6179.442383
	Iteration 13Q: 3 clusters Score -3.325314e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 215841 members 
Entering Unmasked Estep 
Score: -33254754.000000 Penalty: 6179.442383
	Iteration 14Q: 3 clusters Score -3.325475e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 219215 members 
Entering Unmasked Estep 
Score: -33256638.000000 Penalty: 6179.442383
	Iteration 15Q: 3 clusters Score -3.325664e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 222747 members 
Entering Unmasked Estep 
Score: -33258222.000000 Penalty: 6179.442383
	Iteration 16Q: 3 clusters Score -3.325822e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 226344 members 
Entering Unmasked Estep 
Score: -33259912.000000 Penalty: 6179.442383
	Iteration 17Q: 3 clusters Score -3.325991e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 229793 members 
Entering Unmasked Estep 
Score: -33260994.000000 Penalty: 6179.442383
	Iteration 18Q: 3 clusters Score -3.326099e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 233017 members 
Entering Unmasked Estep 
Score: -33262024.000000 Penalty: 6179.442383
	Iteration 19Q: 3 clusters Score -3.326202e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 236058 members 
Entering Unmasked Estep 
Score: -33262714.000000 Penalty: 6179.442383
	Iteration 20F: 3 clusters Score -3.326271e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 238878 members 
Entering Unmasked Estep 
Score: -33263470.000000 Penalty: 6179.442383
	Iteration 21Q: 3 clusters Score -3.326347e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 241344 members 
Entering Unmasked Estep 
Score: -33263924.000000 Penalty: 6179.442383
	Iteration 22Q: 3 clusters Score -3.326392e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 243507 members 
Entering Unmasked Estep 
Score: -33264368.000000 Penalty: 6179.442383
	Iteration 23Q: 3 clusters Score -3.326437e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 245489 members 
Entering Unmasked Estep 
Score: -33264798.000000 Penalty: 6179.442383
	Iteration 24Q: 3 clusters Score -3.32648e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 247258 members 
Entering Unmasked Estep 
Score: -33265054.000000 Penalty: 6179.442383
	Iteration 25Q: 3 clusters Score -3.326505e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 248793 members 
Entering Unmasked Estep 
Score: -33265344.000000 Penalty: 6179.442383
	Iteration 26Q: 3 clusters Score -3.326534e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 250047 members 
Entering Unmasked Estep 
Score: -33265410.000000 Penalty: 6179.442383
	Iteration 27Q: 3 clusters Score -3.326541e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 251132 members 
Entering Unmasked Estep 
Score: -33265388.000000 Penalty: 6179.442383
	Iteration 28Q: 3 clusters Score -3.326539e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 252085 members 
Entering Unmasked Estep 
Score: -33265320.000000 Penalty: 6179.442383
	Iteration 29Q: 3 clusters Score -3.326532e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 252946 members 
Entering Unmasked Estep 
Score: -33265248.000000 Penalty: 6179.442383
	Iteration 30Q: 3 clusters Score -3.326525e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 253659 members 
Entering Unmasked Estep 
Score: -33265218.000000 Penalty: 6179.442383
	Iteration 31Q: 3 clusters Score -3.326522e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 254269 members 
Entering Unmasked Estep 
Score: -33265188.000000 Penalty: 6179.442383
	Iteration 32Q: 3 clusters Score -3.326519e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 254780 members 
Entering Unmasked Estep 
Score: -33265182.000000 Penalty: 6179.442383
	Iteration 33Q: 3 clusters Score -3.326518e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 255214 members 
Entering Unmasked Estep 
Score: -33265200.000000 Penalty: 6179.442383
	Iteration 34Q: 3 clusters Score -3.32652e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 255545 members 
Entering Unmasked Estep 
Score: -33265128.000000 Penalty: 6179.442383
	Iteration 35Q: 3 clusters Score -3.326513e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 255823 members 
Entering Unmasked Estep 
Score: -33265148.000000 Penalty: 6179.442383
	Iteration 36Q: 3 clusters Score -3.326515e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 256051 members 
Entering Unmasked Estep 
Score: -33265180.000000 Penalty: 6179.442383
	Iteration 37Q: 3 clusters Score -3.326518e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 256233 members 
Entering Unmasked Estep 
Score: -33265204.000000 Penalty: 6179.442383
	Iteration 38Q: 3 clusters Score -3.32652e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 256366 members 
Entering Unmasked Estep 
Score: -33265284.000000 Penalty: 6179.442383
	Iteration 39Q: 3 clusters Score -3.326528e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 256466 members 
Entering Unmasked Estep 
Score: -33265260.000000 Penalty: 6179.442383
	Iteration 40F: 3 clusters Score -3.326526e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 256545 members 
Entering Unmasked Estep 
Score: -33265258.000000 Penalty: 6179.442383
	Iteration 41Q: 3 clusters Score -3.326526e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 256605 members 
Entering Unmasked Estep 
Score: -33265274.000000 Penalty: 6179.442383
	Iteration 42Q: 3 clusters Score -3.326527e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 256644 members 
Entering Unmasked Estep 
Score: -33265270.000000 Penalty: 6179.442383
	Iteration 43Q: 3 clusters Score -3.326527e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 256678 members 
Entering Unmasked Estep 
Score: -33265274.000000 Penalty: 6179.442383
	Iteration 44Q: 3 clusters Score -3.326527e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 256713 members 
Entering Unmasked Estep 
Score: -33265284.000000 Penalty: 6179.442383
	Iteration 45Q: 3 clusters Score -3.326528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 256742 members 
Entering Unmasked Estep 
Score: -33265242.000000 Penalty: 6179.442383
	Iteration 46Q: 3 clusters Score -3.326524e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 256767 members 
Entering Unmasked Estep 
Score: -33265252.000000 Penalty: 6179.442383
	Iteration 47Q: 3 clusters Score -3.326525e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 256790 members 
Entering Unmasked Estep 
Score: -33265262.000000 Penalty: 6179.442383
	Iteration 48Q: 3 clusters Score -3.326526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 256805 members 
Entering Unmasked Estep 
Score: -33265298.000000 Penalty: 6179.442383
	Iteration 49Q: 3 clusters Score -3.32653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 256822 members 
Entering Unmasked Estep 
Score: -33265280.000000 Penalty: 6179.442383
	Iteration 50Q: 3 clusters Score -3.326528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 256844 members 
Entering Unmasked Estep 
Score: -33265262.000000 Penalty: 6179.442383
	Iteration 51Q: 3 clusters Score -3.326526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 256859 members 
Entering Unmasked Estep 
Score: -33265236.000000 Penalty: 6179.442383
	Iteration 52Q: 3 clusters Score -3.326524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 256869 members 
Entering Unmasked Estep 
Score: -33265244.000000 Penalty: 6179.442383
	Iteration 53Q: 3 clusters Score -3.326524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 256877 members 
Entering Unmasked Estep 
Score: -33265270.000000 Penalty: 6179.442383
	Iteration 54Q: 3 clusters Score -3.326527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 256884 members 
Entering Unmasked Estep 
Score: -33265246.000000 Penalty: 6179.442383
	Iteration 55Q: 3 clusters Score -3.326525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 256889 members 
Entering Unmasked Estep 
Score: -33265262.000000 Penalty: 6179.442383
	Iteration 56Q: 3 clusters Score -3.326526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 256890 members 
Entering Unmasked Estep 
Score: -33265268.000000 Penalty: 6179.442383
	Iteration 57Q: 3 clusters Score -3.326527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 256891 members 
Entering Unmasked Estep 
Score: -33265278.000000 Penalty: 6179.442383
	Iteration 58Q: 3 clusters Score -3.326528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 256893 members 
Entering Unmasked Estep 
Score: -33265268.000000 Penalty: 6179.442383
	Iteration 59Q: 3 clusters Score -3.326527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 256895 members 
Entering Unmasked Estep 
Score: -33265256.000000 Penalty: 6179.442383
	Iteration 60F: 3 clusters Score -3.326526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Entering Unmasked Estep 
Score: -3505697.500000 Penalty: 2529.081543
	Iteration 0F: 2 clusters Score -3505698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3487116.000000 Penalty: 5058.163086
	Iteration 0F: 3 clusters Score -3487116 nChanged 12100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3493513.500000 Penalty: 5058.163086
	Iteration 1F: 3 clusters Score -3493514 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3493866.500000 Penalty: 5058.163086
	Iteration 2Q: 3 clusters Score -3493866 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3494187.250000 Penalty: 5058.163086
	Iteration 3Q: 3 clusters Score -3494187 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3494459.250000 Penalty: 5058.163086
	Iteration 4Q: 3 clusters Score -3494459 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3494668.500000 Penalty: 5058.163086
	Iteration 5Q: 3 clusters Score -3494668 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3494911.000000 Penalty: 5058.163086
	Iteration 6Q: 3 clusters Score -3494911 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3495132.500000 Penalty: 5058.163086
	Iteration 7Q: 3 clusters Score -3495132 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3495328.500000 Penalty: 5058.163086
	Iteration 8Q: 3 clusters Score -3495328 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3495542.500000 Penalty: 5058.163086
	Iteration 9Q: 3 clusters Score -3495542 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3495792.500000 Penalty: 5058.163086
	Iteration 10Q: 3 clusters Score -3495792 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3496072.750000 Penalty: 5058.163086
	Iteration 11Q: 3 clusters Score -3496073 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3496438.750000 Penalty: 5058.163086
	Iteration 12Q: 3 clusters Score -3496439 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3496876.000000 Penalty: 5058.163086
	Iteration 13Q: 3 clusters Score -3496876 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3497477.000000 Penalty: 5058.163086
	Iteration 14Q: 3 clusters Score -3497477 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3498209.250000 Penalty: 5058.163086
	Iteration 15Q: 3 clusters Score -3498209 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3498929.750000 Penalty: 5058.163086
	Iteration 16Q: 3 clusters Score -3498930 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3499495.500000 Penalty: 5058.163086
	Iteration 17Q: 3 clusters Score -3499496 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3499822.250000 Penalty: 5058.163086
	Iteration 18Q: 3 clusters Score -3499822 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3500009.750000 Penalty: 5058.163086
	Iteration 19Q: 3 clusters Score -3500010 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3500121.250000 Penalty: 5058.163086
	Iteration 20F: 3 clusters Score -3500121 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3500203.250000 Penalty: 5058.163086
	Iteration 21Q: 3 clusters Score -3500203 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3500301.000000 Penalty: 5058.163086
	Iteration 22Q: 3 clusters Score -3500301 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3500380.500000 Penalty: 5058.163086
	Iteration 23Q: 3 clusters Score -3500380 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3500479.750000 Penalty: 5058.163086
	Iteration 24Q: 3 clusters Score -3500480 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3500566.750000 Penalty: 5058.163086
	Iteration 25Q: 3 clusters Score -3500567 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3500643.750000 Penalty: 5058.163086
	Iteration 26Q: 3 clusters Score -3500644 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3500751.000000 Penalty: 5058.163086
	Iteration 27Q: 3 clusters Score -3500751 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3500856.250000 Penalty: 5058.163086
	Iteration 28Q: 3 clusters Score -3500856 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3500948.000000 Penalty: 5058.163086
	Iteration 29Q: 3 clusters Score -3500948 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3501068.750000 Penalty: 5058.163086
	Iteration 30Q: 3 clusters Score -3501069 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3501168.000000 Penalty: 5058.163086
	Iteration 31Q: 3 clusters Score -3501168 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3501245.500000 Penalty: 5058.163086
	Iteration 32Q: 3 clusters Score -3501246 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3501323.250000 Penalty: 5058.163086
	Iteration 33Q: 3 clusters Score -3501323 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3501396.750000 Penalty: 5058.163086
	Iteration 34Q: 3 clusters Score -3501397 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3501479.750000 Penalty: 5058.163086
	Iteration 35Q: 3 clusters Score -3501480 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3501536.000000 Penalty: 5058.163086
	Iteration 36Q: 3 clusters Score -3501536 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -3501594.250000 Penalty: 5058.163086
	Iteration 37Q: 3 clusters Score -3501594 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3501637.250000 Penalty: 5058.163086
	Iteration 38Q: 3 clusters Score -3501637 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3501687.250000 Penalty: 5058.163086
	Iteration 39Q: 3 clusters Score -3501687 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3501746.250000 Penalty: 5058.163086
	Iteration 40F: 3 clusters Score -3501746 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3501791.000000 Penalty: 5058.163086
	Iteration 41Q: 3 clusters Score -3501791 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -3501821.750000 Penalty: 5058.163086
	Iteration 42Q: 3 clusters Score -3501822 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3501860.000000 Penalty: 5058.163086
	Iteration 43Q: 3 clusters Score -3501860 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3501912.250000 Penalty: 5058.163086
	Iteration 44Q: 3 clusters Score -3501912 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3501939.750000 Penalty: 5058.163086
	Iteration 45Q: 3 clusters Score -3501940 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3501984.250000 Penalty: 5058.163086
	Iteration 46Q: 3 clusters Score -3501984 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -3502036.250000 Penalty: 5058.163086
	Iteration 47Q: 3 clusters Score -3502036 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3502067.500000 Penalty: 5058.163086
	Iteration 48Q: 3 clusters Score -3502068 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3502100.750000 Penalty: 5058.163086
	Iteration 49Q: 3 clusters Score -3502101 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3502152.500000 Penalty: 5058.163086
	Iteration 50Q: 3 clusters Score -3502152 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3502182.500000 Penalty: 5058.163086
	Iteration 51Q: 3 clusters Score -3502182 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3502211.000000 Penalty: 5058.163086
	Iteration 52Q: 3 clusters Score -3502211 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3502246.000000 Penalty: 5058.163086
	Iteration 53Q: 3 clusters Score -3502246 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3502267.250000 Penalty: 5058.163086
	Iteration 54Q: 3 clusters Score -3502267 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3502296.250000 Penalty: 5058.163086
	Iteration 55Q: 3 clusters Score -3502296 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3502328.250000 Penalty: 5058.163086
	Iteration 56Q: 3 clusters Score -3502328 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3502345.000000 Penalty: 5058.163086
	Iteration 57Q: 3 clusters Score -3502345 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3502367.250000 Penalty: 5058.163086
	Iteration 58Q: 3 clusters Score -3502367 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -3502390.500000 Penalty: 5058.163086
	Iteration 59Q: 3 clusters Score -3502390 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3502411.000000 Penalty: 5058.163086
	Iteration 60F: 3 clusters Score -3502411 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3502436.000000 Penalty: 5058.163086
	Iteration 61Q: 3 clusters Score -3502436 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3502467.750000 Penalty: 5058.163086
	Iteration 62Q: 3 clusters Score -3502468 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3502498.000000 Penalty: 5058.163086
	Iteration 63Q: 3 clusters Score -3502498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3502514.750000 Penalty: 5058.163086
	Iteration 64Q: 3 clusters Score -3502515 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3502533.250000 Penalty: 5058.163086
	Iteration 65Q: 3 clusters Score -3502533 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3502562.000000 Penalty: 5058.163086
	Iteration 66Q: 3 clusters Score -3502562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -3502577.750000 Penalty: 5058.163086
	Iteration 67Q: 3 clusters Score -3502578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3502596.000000 Penalty: 5058.163086
	Iteration 68Q: 3 clusters Score -3502596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3502598.000000 Penalty: 5058.163086
	Iteration 69Q: 3 clusters Score -3502598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -3502610.750000 Penalty: 5058.163086
	Iteration 70Q: 3 clusters Score -3502611 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3502645.000000 Penalty: 5058.163086
	Iteration 71Q: 3 clusters Score -3502645 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -3502656.500000 Penalty: 5058.163086
	Iteration 72Q: 3 clusters Score -3502656 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3502673.500000 Penalty: 5058.163086
	Iteration 73Q: 3 clusters Score -3502674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3502689.500000 Penalty: 5058.163086
	Iteration 74Q: 3 clusters Score -3502690 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3502713.250000 Penalty: 5058.163086
	Iteration 75Q: 3 clusters Score -3502713 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3502754.250000 Penalty: 5058.163086
	Iteration 76Q: 3 clusters Score -3502754 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3502775.500000 Penalty: 5058.163086
	Iteration 77Q: 3 clusters Score -3502776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3502789.000000 Penalty: 5058.163086
	Iteration 78Q: 3 clusters Score -3502789 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3502799.000000 Penalty: 5058.163086
	Iteration 79Q: 3 clusters Score -3502799 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3502816.250000 Penalty: 5058.163086
	Iteration 80F: 3 clusters Score -3502816 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3502835.750000 Penalty: 5058.163086
	Iteration 81Q: 3 clusters Score -3502836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3502858.000000 Penalty: 5058.163086
	Iteration 82Q: 3 clusters Score -3502858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3502866.000000 Penalty: 5058.163086
	Iteration 83Q: 3 clusters Score -3502866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3502873.000000 Penalty: 5058.163086
	Iteration 84Q: 3 clusters Score -3502873 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3502890.750000 Penalty: 5058.163086
	Iteration 85Q: 3 clusters Score -3502891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3502896.500000 Penalty: 5058.163086
	Iteration 86Q: 3 clusters Score -3502896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3502908.250000 Penalty: 5058.163086
	Iteration 87Q: 3 clusters Score -3502908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3502921.500000 Penalty: 5058.163086
	Iteration 88Q: 3 clusters Score -3502922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3502922.750000 Penalty: 5058.163086
	Iteration 89Q: 3 clusters Score -3502923 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3502931.500000 Penalty: 5058.163086
	Iteration 90Q: 3 clusters Score -3502932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3502934.250000 Penalty: 5058.163086
	Iteration 91Q: 3 clusters Score -3502934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3502948.750000 Penalty: 5058.163086
	Iteration 92Q: 3 clusters Score -3502949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3502961.250000 Penalty: 5058.163086
	Iteration 93Q: 3 clusters Score -3502961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3502970.250000 Penalty: 5058.163086
	Iteration 94Q: 3 clusters Score -3502970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3502981.000000 Penalty: 5058.163086
	Iteration 95Q: 3 clusters Score -3502981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3502990.500000 Penalty: 5058.163086
	Iteration 96Q: 3 clusters Score -3502990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3503004.250000 Penalty: 5058.163086
	Iteration 97Q: 3 clusters Score -3503004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3503022.500000 Penalty: 5058.163086
	Iteration 98Q: 3 clusters Score -3503022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3503047.250000 Penalty: 5058.163086
	Iteration 99Q: 3 clusters Score -3503047 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3503059.750000 Penalty: 5058.163086
	Iteration 100F: 3 clusters Score -3503060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3503074.250000 Penalty: 5058.163086
	Iteration 101Q: 3 clusters Score -3503074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3503081.750000 Penalty: 5058.163086
	Iteration 102Q: 3 clusters Score -3503082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3503091.750000 Penalty: 5058.163086
	Iteration 103Q: 3 clusters Score -3503092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3503100.250000 Penalty: 5058.163086
	Iteration 104Q: 3 clusters Score -3503100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3503099.500000 Penalty: 5058.163086
	Iteration 105Q: 3 clusters Score -3503100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3503100.000000 Penalty: 5058.163086
	Iteration 106Q: 3 clusters Score -3503100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3503107.500000 Penalty: 5058.163086
	Iteration 107Q: 3 clusters Score -3503108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3503117.250000 Penalty: 5058.163086
	Iteration 108Q: 3 clusters Score -3503117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3503120.000000 Penalty: 5058.163086
	Iteration 109Q: 3 clusters Score -3503120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3503121.750000 Penalty: 5058.163086
	Iteration 110Q: 3 clusters Score -3503122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3503121.750000 Penalty: 5058.163086
	Iteration 111Q: 3 clusters Score -3503122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3503128.500000 Penalty: 5058.163086
	Iteration 112Q: 3 clusters Score -3503128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3503137.000000 Penalty: 5058.163086
	Iteration 113Q: 3 clusters Score -3503137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3503140.750000 Penalty: 5058.163086
	Iteration 114Q: 3 clusters Score -3503141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3503142.750000 Penalty: 5058.163086
	Iteration 115Q: 3 clusters Score -3503143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3503147.500000 Penalty: 5058.163086
	Iteration 116Q: 3 clusters Score -3503148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3503151.000000 Penalty: 5058.163086
	Iteration 117Q: 3 clusters Score -3503151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3503148.750000 Penalty: 5058.163086
	Iteration 118Q: 3 clusters Score -3503149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3503157.000000 Penalty: 5058.163086
	Iteration 119Q: 3 clusters Score -3503157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3503162.250000 Penalty: 5058.163086
	Iteration 120F: 3 clusters Score -3503162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3503160.750000 Penalty: 5058.163086
	Iteration 121Q: 3 clusters Score -3503161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3503160.000000 Penalty: 5058.163086
	Iteration 122Q: 3 clusters Score -3503160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3503166.500000 Penalty: 5058.163086
	Iteration 123Q: 3 clusters Score -3503166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3503167.500000 Penalty: 5058.163086
	Iteration 124Q: 3 clusters Score -3503168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3503170.250000 Penalty: 5058.163086
	Iteration 125Q: 3 clusters Score -3503170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3503166.500000 Penalty: 5058.163086
	Iteration 126Q: 3 clusters Score -3503166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3503170.750000 Penalty: 5058.163086
	Iteration 127Q: 3 clusters Score -3503171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3503174.000000 Penalty: 5058.163086
	Iteration 128Q: 3 clusters Score -3503174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3503182.250000 Penalty: 5058.163086
	Iteration 129Q: 3 clusters Score -3503182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3503178.500000 Penalty: 5058.163086
	Iteration 130Q: 3 clusters Score -3503178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3503181.500000 Penalty: 5058.163086
	Iteration 131Q: 3 clusters Score -3503182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3503184.000000 Penalty: 5058.163086
	Iteration 132Q: 3 clusters Score -3503184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3503183.000000 Penalty: 5058.163086
	Iteration 133Q: 3 clusters Score -3503183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3503186.000000 Penalty: 5058.163086
	Iteration 134Q: 3 clusters Score -3503186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3503186.500000 Penalty: 5058.163086
	Iteration 135Q: 3 clusters Score -3503186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3503188.000000 Penalty: 5058.163086
	Iteration 136Q: 3 clusters Score -3503188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3503188.000000 Penalty: 5058.163086
	Iteration 137Q: 3 clusters Score -3503188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3503186.000000 Penalty: 5058.163086
	Iteration 138Q: 3 clusters Score -3503186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3503187.750000 Penalty: 5058.163086
	Iteration 139Q: 3 clusters Score -3503188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3503192.500000 Penalty: 5058.163086
	Iteration 140F: 3 clusters Score -3503192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3503197.000000 Penalty: 5058.163086
	Iteration 141Q: 3 clusters Score -3503197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3503208.250000 Penalty: 5058.163086
	Iteration 142Q: 3 clusters Score -3503208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3503209.000000 Penalty: 5058.163086
	Iteration 143Q: 3 clusters Score -3503209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3503207.750000 Penalty: 5058.163086
	Iteration 144Q: 3 clusters Score -3503208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3503210.750000 Penalty: 5058.163086
	Iteration 145Q: 3 clusters Score -3503211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3503210.500000 Penalty: 5058.163086
	Iteration 146Q: 3 clusters Score -3503210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3503212.250000 Penalty: 5058.163086
	Iteration 147Q: 3 clusters Score -3503212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3503212.500000 Penalty: 5058.163086
	Iteration 148Q: 3 clusters Score -3503212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3503210.250000 Penalty: 5058.163086
	Iteration 149Q: 3 clusters Score -3503210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3503204.500000 Penalty: 5058.163086
	Iteration 150Q: 3 clusters Score -3503204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3503206.250000 Penalty: 5058.163086
	Iteration 151Q: 3 clusters Score -3503206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3503208.000000 Penalty: 5058.163086
	Iteration 152Q: 3 clusters Score -3503208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3503213.000000 Penalty: 5058.163086
	Iteration 153Q: 3 clusters Score -3503213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3503218.000000 Penalty: 5058.163086
	Iteration 154Q: 3 clusters Score -3503218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3503225.250000 Penalty: 5058.163086
	Iteration 155Q: 3 clusters Score -3503225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3503225.750000 Penalty: 5058.163086
	Iteration 156Q: 3 clusters Score -3503226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3503235.250000 Penalty: 5058.163086
	Iteration 157Q: 3 clusters Score -3503235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3503246.000000 Penalty: 5058.163086
	Iteration 158Q: 3 clusters Score -3503246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3503258.750000 Penalty: 5058.163086
	Iteration 159Q: 3 clusters Score -3503259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3503263.750000 Penalty: 5058.163086
	Iteration 160F: 3 clusters Score -3503264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3503269.000000 Penalty: 5058.163086
	Iteration 161Q: 3 clusters Score -3503269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3503267.000000 Penalty: 5058.163086
	Iteration 162Q: 3 clusters Score -3503267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3503262.750000 Penalty: 5058.163086
	Iteration 163Q: 3 clusters Score -3503263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3503264.500000 Penalty: 5058.163086
	Iteration 164Q: 3 clusters Score -3503264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3503261.000000 Penalty: 5058.163086
	Iteration 165Q: 3 clusters Score -3503261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3503263.000000 Penalty: 5058.163086
	Iteration 166Q: 3 clusters Score -3503263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3503264.500000 Penalty: 5058.163086
	Iteration 167Q: 3 clusters Score -3503264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3503268.750000 Penalty: 5058.163086
	Iteration 168Q: 3 clusters Score -3503269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3503273.500000 Penalty: 5058.163086
	Iteration 169Q: 3 clusters Score -3503274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3503269.500000 Penalty: 5058.163086
	Iteration 170Q: 3 clusters Score -3503270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3503273.500000 Penalty: 5058.163086
	Iteration 171Q: 3 clusters Score -3503274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3503278.250000 Penalty: 5058.163086
	Iteration 172Q: 3 clusters Score -3503278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3503281.500000 Penalty: 5058.163086
	Iteration 173Q: 3 clusters Score -3503282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3503285.750000 Penalty: 5058.163086
	Iteration 174Q: 3 clusters Score -3503286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3503289.500000 Penalty: 5058.163086
	Iteration 175Q: 3 clusters Score -3503290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3503289.250000 Penalty: 5058.163086
	Iteration 176Q: 3 clusters Score -3503289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3503284.750000 Penalty: 5058.163086
	Iteration 177Q: 3 clusters Score -3503285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3503291.250000 Penalty: 5058.163086
	Iteration 178Q: 3 clusters Score -3503291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3503295.500000 Penalty: 5058.163086
	Iteration 179Q: 3 clusters Score -3503296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3503293.500000 Penalty: 5058.163086
	Iteration 180F: 3 clusters Score -3503294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3503291.750000 Penalty: 5058.163086
	Iteration 181Q: 3 clusters Score -3503292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3503292.000000 Penalty: 5058.163086
	Iteration 182Q: 3 clusters Score -3503292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3503298.500000 Penalty: 5058.163086
	Iteration 183Q: 3 clusters Score -3503298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3503296.750000 Penalty: 5058.163086
	Iteration 184Q: 3 clusters Score -3503297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3503301.000000 Penalty: 5058.163086
	Iteration 185Q: 3 clusters Score -3503301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3503297.000000 Penalty: 5058.163086
	Iteration 186Q: 3 clusters Score -3503297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3503300.250000 Penalty: 5058.163086
	Iteration 187Q: 3 clusters Score -3503300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3503301.500000 Penalty: 5058.163086
	Iteration 188Q: 3 clusters Score -3503302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3503302.250000 Penalty: 5058.163086
	Iteration 189Q: 3 clusters Score -3503302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3503300.750000 Penalty: 5058.163086
	Iteration 190Q: 3 clusters Score -3503301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3503300.750000 Penalty: 5058.163086
	Iteration 191F: 3 clusters Score -3503301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Entering Unmasked Estep 
Score: -4396550.500000 Penalty: 2587.273926
	Iteration 0F: 2 clusters Score -4396550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -4373305.500000 Penalty: 5174.547852
	Iteration 0F: 3 clusters Score -4373306 nChanged 15450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -4381990.500000 Penalty: 5174.547852
	Iteration 1F: 3 clusters Score -4381990 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -4382726.500000 Penalty: 5174.547852
	Iteration 2F: 3 clusters Score -4382726 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -4383722.000000 Penalty: 5174.547852
	Iteration 3F: 3 clusters Score -4383722 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -4385145.500000 Penalty: 5174.547852
	Iteration 4F: 3 clusters Score -4385146 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -4387218.000000 Penalty: 5174.547852
	Iteration 5F: 3 clusters Score -4387218 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -4389658.500000 Penalty: 5174.547852
	Iteration 6F: 3 clusters Score -4389658 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4391749.500000 Penalty: 5174.547852
	Iteration 7F: 3 clusters Score -4391750 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4393058.000000 Penalty: 5174.547852
	Iteration 8Q: 3 clusters Score -4393058 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4393732.500000 Penalty: 5174.547852
	Iteration 9Q: 3 clusters Score -4393732 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4393978.500000 Penalty: 5174.547852
	Iteration 10Q: 3 clusters Score -4393978 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4394098.500000 Penalty: 5174.547852
	Iteration 11Q: 3 clusters Score -4394098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4394162.500000 Penalty: 5174.547852
	Iteration 12Q: 3 clusters Score -4394162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4394200.000000 Penalty: 5174.547852
	Iteration 13Q: 3 clusters Score -4394200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4394223.500000 Penalty: 5174.547852
	Iteration 14Q: 3 clusters Score -4394224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4394250.000000 Penalty: 5174.547852
	Iteration 15Q: 3 clusters Score -4394250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4394261.500000 Penalty: 5174.547852
	Iteration 16Q: 3 clusters Score -4394262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4394282.000000 Penalty: 5174.547852
	Iteration 17Q: 3 clusters Score -4394282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4394283.000000 Penalty: 5174.547852
	Iteration 18Q: 3 clusters Score -4394283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4394287.000000 Penalty: 5174.547852
	Iteration 19Q: 3 clusters Score -4394287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4394288.500000 Penalty: 5174.547852
	Iteration 20F: 3 clusters Score -4394288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4394297.000000 Penalty: 5174.547852
	Iteration 21Q: 3 clusters Score -4394297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4394300.000000 Penalty: 5174.547852
	Iteration 22Q: 3 clusters Score -4394300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4394302.500000 Penalty: 5174.547852
	Iteration 23Q: 3 clusters Score -4394302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4394303.000000 Penalty: 5174.547852
	Iteration 24Q: 3 clusters Score -4394303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4394307.000000 Penalty: 5174.547852
	Iteration 25Q: 3 clusters Score -4394307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4394311.000000 Penalty: 5174.547852
	Iteration 26Q: 3 clusters Score -4394311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4394311.000000 Penalty: 5174.547852
	Iteration 27F: 3 clusters Score -4394311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Entering Unmasked Estep 
Score: -6468409.500000 Penalty: 2681.428223
	Iteration 0F: 2 clusters Score -6468410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -6434895.500000 Penalty: 5362.856445
	Iteration 0F: 3 clusters Score -6434896 nChanged 23049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -6447801.000000 Penalty: 5362.856445
	Iteration 1F: 3 clusters Score -6447801 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -6448792.500000 Penalty: 5362.856445
	Iteration 2Q: 3 clusters Score -6448792 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -6450003.000000 Penalty: 5362.856445
	Iteration 3F: 3 clusters Score -6450003 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -6451641.000000 Penalty: 5362.856445
	Iteration 4F: 3 clusters Score -6451641 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -6453704.500000 Penalty: 5362.856445
	Iteration 5F: 3 clusters Score -6453704 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -6455911.000000 Penalty: 5362.856445
	Iteration 6F: 3 clusters Score -6455911 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -6457879.000000 Penalty: 5362.856445
	Iteration 7F: 3 clusters Score -6457879 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -6459553.000000 Penalty: 5362.856445
	Iteration 8F: 3 clusters Score -6459553 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -6460950.500000 Penalty: 5362.856445
	Iteration 9Q: 3 clusters Score -6460950 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -6462188.500000 Penalty: 5362.856445
	Iteration 10Q: 3 clusters Score -6462188 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -6463077.000000 Penalty: 5362.856445
	Iteration 11Q: 3 clusters Score -6463077 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -6463803.500000 Penalty: 5362.856445
	Iteration 12Q: 3 clusters Score -6463804 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -6464387.500000 Penalty: 5362.856445
	Iteration 13Q: 3 clusters Score -6464388 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -6464847.000000 Penalty: 5362.856445
	Iteration 14Q: 3 clusters Score -6464847 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -6465161.500000 Penalty: 5362.856445
	Iteration 15Q: 3 clusters Score -6465162 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -6465424.000000 Penalty: 5362.856445
	Iteration 16Q: 3 clusters Score -6465424 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -6465605.000000 Penalty: 5362.856445
	Iteration 17Q: 3 clusters Score -6465605 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -6465748.500000 Penalty: 5362.856445
	Iteration 18Q: 3 clusters Score -6465748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -6465866.500000 Penalty: 5362.856445
	Iteration 19Q: 3 clusters Score -6465866 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -6465929.500000 Penalty: 5362.856445
	Iteration 20F: 3 clusters Score -6465930 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -6465977.000000 Penalty: 5362.856445
	Iteration 21Q: 3 clusters Score -6465977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -6466047.500000 Penalty: 5362.856445
	Iteration 22Q: 3 clusters Score -6466048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -6466074.000000 Penalty: 5362.856445
	Iteration 23Q: 3 clusters Score -6466074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -6466101.500000 Penalty: 5362.856445
	Iteration 24Q: 3 clusters Score -6466102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -6466111.500000 Penalty: 5362.856445
	Iteration 25Q: 3 clusters Score -6466112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -6466112.500000 Penalty: 5362.856445
	Iteration 26Q: 3 clusters Score -6466112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -6466118.000000 Penalty: 5362.856445
	Iteration 27Q: 3 clusters Score -6466118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -6466117.500000 Penalty: 5362.856445
	Iteration 28Q: 3 clusters Score -6466118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -6466122.500000 Penalty: 5362.856445
	Iteration 29Q: 3 clusters Score -6466122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -6466122.500000 Penalty: 5362.856445
	Iteration 30Q: 3 clusters Score -6466122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -6466126.000000 Penalty: 5362.856445
	Iteration 31Q: 3 clusters Score -6466126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -6466129.500000 Penalty: 5362.856445
	Iteration 32Q: 3 clusters Score -6466130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -6466135.000000 Penalty: 5362.856445
	Iteration 33Q: 3 clusters Score -6466135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -6466146.500000 Penalty: 5362.856445
	Iteration 34Q: 3 clusters Score -6466146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -6466153.000000 Penalty: 5362.856445
	Iteration 35Q: 3 clusters Score -6466153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -6466156.000000 Penalty: 5362.856445
	Iteration 36Q: 3 clusters Score -6466156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -6466160.500000 Penalty: 5362.856445
	Iteration 37Q: 3 clusters Score -6466160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -6466157.000000 Penalty: 5362.856445
	Iteration 38Q: 3 clusters Score -6466157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -6466170.500000 Penalty: 5362.856445
	Iteration 39Q: 3 clusters Score -6466170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -6466169.500000 Penalty: 5362.856445
	Iteration 40F: 3 clusters Score -6466170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -96699.609375 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -96699.61 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 415 members 
Entering Unmasked Estep 
Score: -94914.734375 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -94914.73 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95220.843750 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -95220.84 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95315.375000 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -95315.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95369.898438 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -95369.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95410.921875 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -95410.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95441.125000 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -95441.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95466.507812 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -95466.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -95487.750000 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -95487.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -95500.125000 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -95500.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -95514.000000 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -95514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95551.031250 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -95551.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95582.187500 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -95582.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -95603.421875 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -95603.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95616.171875 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -95616.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95626.140625 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -95626.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -95633.648438 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -95633.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95638.054688 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -95638.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95638.750000 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -95638.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95638.750000 Penalty: 3338.584961
	Iteration 18F: 3 clusters Score -95638.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Entering Unmasked Estep 
Score: -867594.125000 Penalty: 2200.342041
	Iteration 0F: 2 clusters Score -867594.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -861669.875000 Penalty: 4400.684082
	Iteration 0F: 3 clusters Score -861669.9 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -863364.125000 Penalty: 4400.684082
	Iteration 1F: 3 clusters Score -863364.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -863634.937500 Penalty: 4400.684082
	Iteration 2F: 3 clusters Score -863634.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -863816.937500 Penalty: 4400.684082
	Iteration 3F: 3 clusters Score -863816.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -863970.500000 Penalty: 4400.684082
	Iteration 4Q: 3 clusters Score -863970.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -864098.062500 Penalty: 4400.684082
	Iteration 5Q: 3 clusters Score -864098.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -864208.812500 Penalty: 4400.684082
	Iteration 6Q: 3 clusters Score -864208.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -864311.062500 Penalty: 4400.684082
	Iteration 7Q: 3 clusters Score -864311.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -864389.812500 Penalty: 4400.684082
	Iteration 8Q: 3 clusters Score -864389.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -864469.312500 Penalty: 4400.684082
	Iteration 9Q: 3 clusters Score -864469.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -864542.812500 Penalty: 4400.684082
	Iteration 10Q: 3 clusters Score -864542.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -864613.875000 Penalty: 4400.684082
	Iteration 11Q: 3 clusters Score -864613.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -864686.437500 Penalty: 4400.684082
	Iteration 12Q: 3 clusters Score -864686.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -864765.062500 Penalty: 4400.684082
	Iteration 13Q: 3 clusters Score -864765.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -864845.062500 Penalty: 4400.684082
	Iteration 14Q: 3 clusters Score -864845.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -864925.437500 Penalty: 4400.684082
	Iteration 15Q: 3 clusters Score -864925.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -864997.250000 Penalty: 4400.684082
	Iteration 16Q: 3 clusters Score -864997.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -865051.812500 Penalty: 4400.684082
	Iteration 17Q: 3 clusters Score -865051.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -865097.000000 Penalty: 4400.684082
	Iteration 18Q: 3 clusters Score -865097 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -865134.937500 Penalty: 4400.684082
	Iteration 19Q: 3 clusters Score -865134.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -865178.937500 Penalty: 4400.684082
	Iteration 20F: 3 clusters Score -865178.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -865224.375000 Penalty: 4400.684082
	Iteration 21Q: 3 clusters Score -865224.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -865268.312500 Penalty: 4400.684082
	Iteration 22Q: 3 clusters Score -865268.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -865301.000000 Penalty: 4400.684082
	Iteration 23Q: 3 clusters Score -865301 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -865330.062500 Penalty: 4400.684082
	Iteration 24Q: 3 clusters Score -865330.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -865367.625000 Penalty: 4400.684082
	Iteration 25Q: 3 clusters Score -865367.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -865412.750000 Penalty: 4400.684082
	Iteration 26Q: 3 clusters Score -865412.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -865448.125000 Penalty: 4400.684082
	Iteration 27Q: 3 clusters Score -865448.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -865480.812500 Penalty: 4400.684082
	Iteration 28Q: 3 clusters Score -865480.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -865514.562500 Penalty: 4400.684082
	Iteration 29Q: 3 clusters Score -865514.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -865559.687500 Penalty: 4400.684082
	Iteration 30Q: 3 clusters Score -865559.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -865603.687500 Penalty: 4400.684082
	Iteration 31Q: 3 clusters Score -865603.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -865642.562500 Penalty: 4400.684082
	Iteration 32Q: 3 clusters Score -865642.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -865669.937500 Penalty: 4400.684082
	Iteration 33Q: 3 clusters Score -865669.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -865693.562500 Penalty: 4400.684082
	Iteration 34Q: 3 clusters Score -865693.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -865718.000000 Penalty: 4400.684082
	Iteration 35Q: 3 clusters Score -865718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -865745.937500 Penalty: 4400.684082
	Iteration 36Q: 3 clusters Score -865745.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -865772.750000 Penalty: 4400.684082
	Iteration 37Q: 3 clusters Score -865772.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -865798.500000 Penalty: 4400.684082
	Iteration 38Q: 3 clusters Score -865798.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -865823.312500 Penalty: 4400.684082
	Iteration 39Q: 3 clusters Score -865823.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -865846.187500 Penalty: 4400.684082
	Iteration 40F: 3 clusters Score -865846.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -865862.625000 Penalty: 4400.684082
	Iteration 41Q: 3 clusters Score -865862.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -865871.875000 Penalty: 4400.684082
	Iteration 42Q: 3 clusters Score -865871.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -865882.875000 Penalty: 4400.684082
	Iteration 43Q: 3 clusters Score -865882.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -865891.062500 Penalty: 4400.684082
	Iteration 44Q: 3 clusters Score -865891.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -865896.937500 Penalty: 4400.684082
	Iteration 45Q: 3 clusters Score -865896.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -865907.312500 Penalty: 4400.684082
	Iteration 46Q: 3 clusters Score -865907.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -865920.312500 Penalty: 4400.684082
	Iteration 47Q: 3 clusters Score -865920.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -865927.125000 Penalty: 4400.684082
	Iteration 48Q: 3 clusters Score -865927.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -865934.625000 Penalty: 4400.684082
	Iteration 49Q: 3 clusters Score -865934.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -865937.000000 Penalty: 4400.684082
	Iteration 50Q: 3 clusters Score -865937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -865943.750000 Penalty: 4400.684082
	Iteration 51Q: 3 clusters Score -865943.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -865946.687500 Penalty: 4400.684082
	Iteration 52Q: 3 clusters Score -865946.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -865947.125000 Penalty: 4400.684082
	Iteration 53Q: 3 clusters Score -865947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -865947.312500 Penalty: 4400.684082
	Iteration 54Q: 3 clusters Score -865947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -865948.062500 Penalty: 4400.684082
	Iteration 55Q: 3 clusters Score -865948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -865950.000000 Penalty: 4400.684082
	Iteration 56Q: 3 clusters Score -865950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -865952.937500 Penalty: 4400.684082
	Iteration 57Q: 3 clusters Score -865952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -865952.625000 Penalty: 4400.684082
	Iteration 58Q: 3 clusters Score -865952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -865953.437500 Penalty: 4400.684082
	Iteration 59Q: 3 clusters Score -865953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -865955.312500 Penalty: 4400.684082
	Iteration 60F: 3 clusters Score -865955.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -865956.875000 Penalty: 4400.684082
	Iteration 61Q: 3 clusters Score -865956.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -865960.312500 Penalty: 4400.684082
	Iteration 62Q: 3 clusters Score -865960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -865960.312500 Penalty: 4400.684082
	Iteration 63Q: 3 clusters Score -865960.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -865958.250000 Penalty: 4400.684082
	Iteration 64Q: 3 clusters Score -865958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -865958.187500 Penalty: 4400.684082
	Iteration 65Q: 3 clusters Score -865958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -865958.187500 Penalty: 4400.684082
	Iteration 66F: 3 clusters Score -865958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Entering Unmasked Estep 
Score: -4639999.500000 Penalty: 2597.835693
	Iteration 0F: 2 clusters Score -4640000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -4615870.500000 Penalty: 5195.671387
	Iteration 0F: 3 clusters Score -4615870 nChanged 16004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -4624548.500000 Penalty: 5195.671387
	Iteration 1F: 3 clusters Score -4624548 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -4624983.500000 Penalty: 5195.671387
	Iteration 2Q: 3 clusters Score -4624984 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4625336.000000 Penalty: 5195.671387
	Iteration 3Q: 3 clusters Score -4625336 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -4625719.500000 Penalty: 5195.671387
	Iteration 4Q: 3 clusters Score -4625720 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -4626155.000000 Penalty: 5195.671387
	Iteration 5Q: 3 clusters Score -4626155 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -4626739.500000 Penalty: 5195.671387
	Iteration 6Q: 3 clusters Score -4626740 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -4627552.500000 Penalty: 5195.671387
	Iteration 7Q: 3 clusters Score -4627552 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -4628779.000000 Penalty: 5195.671387
	Iteration 8F: 3 clusters Score -4628779 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -4630429.000000 Penalty: 5195.671387
	Iteration 9F: 3 clusters Score -4630429 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4632438.000000 Penalty: 5195.671387
	Iteration 10F: 3 clusters Score -4632438 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4634400.500000 Penalty: 5195.671387
	Iteration 11F: 3 clusters Score -4634400 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4635982.000000 Penalty: 5195.671387
	Iteration 12Q: 3 clusters Score -4635982 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4636894.500000 Penalty: 5195.671387
	Iteration 13Q: 3 clusters Score -4636894 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4637257.000000 Penalty: 5195.671387
	Iteration 14Q: 3 clusters Score -4637257 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4637421.000000 Penalty: 5195.671387
	Iteration 15Q: 3 clusters Score -4637421 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4637514.500000 Penalty: 5195.671387
	Iteration 16Q: 3 clusters Score -4637514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4637560.500000 Penalty: 5195.671387
	Iteration 17Q: 3 clusters Score -4637560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4637584.000000 Penalty: 5195.671387
	Iteration 18Q: 3 clusters Score -4637584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4637600.500000 Penalty: 5195.671387
	Iteration 19Q: 3 clusters Score -4637600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4637622.000000 Penalty: 5195.671387
	Iteration 20F: 3 clusters Score -4637622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4637646.000000 Penalty: 5195.671387
	Iteration 21Q: 3 clusters Score -4637646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4637659.500000 Penalty: 5195.671387
	Iteration 22Q: 3 clusters Score -4637660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4637663.500000 Penalty: 5195.671387
	Iteration 23Q: 3 clusters Score -4637664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4637681.500000 Penalty: 5195.671387
	Iteration 24Q: 3 clusters Score -4637682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4637688.500000 Penalty: 5195.671387
	Iteration 25Q: 3 clusters Score -4637688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4637697.000000 Penalty: 5195.671387
	Iteration 26Q: 3 clusters Score -4637697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4637692.000000 Penalty: 5195.671387
	Iteration 27Q: 3 clusters Score -4637692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4637695.000000 Penalty: 5195.671387
	Iteration 28Q: 3 clusters Score -4637695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4637702.000000 Penalty: 5195.671387
	Iteration 29Q: 3 clusters Score -4637702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4637710.000000 Penalty: 5195.671387
	Iteration 30Q: 3 clusters Score -4637710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4637718.000000 Penalty: 5195.671387
	Iteration 31Q: 3 clusters Score -4637718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4637715.500000 Penalty: 5195.671387
	Iteration 32Q: 3 clusters Score -4637716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4637722.000000 Penalty: 5195.671387
	Iteration 33Q: 3 clusters Score -4637722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4637727.000000 Penalty: 5195.671387
	Iteration 34Q: 3 clusters Score -4637727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4637734.000000 Penalty: 5195.671387
	Iteration 35Q: 3 clusters Score -4637734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4637734.000000 Penalty: 5195.671387
	Iteration 36F: 3 clusters Score -4637734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Entering Unmasked Estep 
Score: -573574.250000 Penalty: 2097.393066
	Iteration 0F: 2 clusters Score -573574.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -569276.437500 Penalty: 4194.786133
	Iteration 0F: 3 clusters Score -569276.4 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -570258.625000 Penalty: 4194.786133
	Iteration 1F: 3 clusters Score -570258.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -570469.750000 Penalty: 4194.786133
	Iteration 2F: 3 clusters Score -570469.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -570603.875000 Penalty: 4194.786133
	Iteration 3F: 3 clusters Score -570603.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -570698.125000 Penalty: 4194.786133
	Iteration 4Q: 3 clusters Score -570698.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -570758.937500 Penalty: 4194.786133
	Iteration 5Q: 3 clusters Score -570758.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -570818.187500 Penalty: 4194.786133
	Iteration 6Q: 3 clusters Score -570818.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -570864.875000 Penalty: 4194.786133
	Iteration 7Q: 3 clusters Score -570864.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -570911.000000 Penalty: 4194.786133
	Iteration 8Q: 3 clusters Score -570911 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -570955.500000 Penalty: 4194.786133
	Iteration 9Q: 3 clusters Score -570955.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -570998.625000 Penalty: 4194.786133
	Iteration 10Q: 3 clusters Score -570998.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -571048.375000 Penalty: 4194.786133
	Iteration 11Q: 3 clusters Score -571048.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -571106.312500 Penalty: 4194.786133
	Iteration 12Q: 3 clusters Score -571106.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -571170.187500 Penalty: 4194.786133
	Iteration 13Q: 3 clusters Score -571170.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -571248.250000 Penalty: 4194.786133
	Iteration 14Q: 3 clusters Score -571248.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -571341.312500 Penalty: 4194.786133
	Iteration 15Q: 3 clusters Score -571341.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -571482.125000 Penalty: 4194.786133
	Iteration 16Q: 3 clusters Score -571482.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -571649.312500 Penalty: 4194.786133
	Iteration 17Q: 3 clusters Score -571649.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -571862.250000 Penalty: 4194.786133
	Iteration 18Q: 3 clusters Score -571862.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -572053.250000 Penalty: 4194.786133
	Iteration 19Q: 3 clusters Score -572053.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -572186.000000 Penalty: 4194.786133
	Iteration 20F: 3 clusters Score -572186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -572288.375000 Penalty: 4194.786133
	Iteration 21Q: 3 clusters Score -572288.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -572376.250000 Penalty: 4194.786133
	Iteration 22Q: 3 clusters Score -572376.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -572453.500000 Penalty: 4194.786133
	Iteration 23Q: 3 clusters Score -572453.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -572502.625000 Penalty: 4194.786133
	Iteration 24Q: 3 clusters Score -572502.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -572536.437500 Penalty: 4194.786133
	Iteration 25Q: 3 clusters Score -572536.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -572558.437500 Penalty: 4194.786133
	Iteration 26Q: 3 clusters Score -572558.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -572573.062500 Penalty: 4194.786133
	Iteration 27Q: 3 clusters Score -572573.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -572585.375000 Penalty: 4194.786133
	Iteration 28Q: 3 clusters Score -572585.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -572591.375000 Penalty: 4194.786133
	Iteration 29Q: 3 clusters Score -572591.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -572595.625000 Penalty: 4194.786133
	Iteration 30Q: 3 clusters Score -572595.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -572596.062500 Penalty: 4194.786133
	Iteration 31Q: 3 clusters Score -572596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -572599.687500 Penalty: 4194.786133
	Iteration 32Q: 3 clusters Score -572599.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -572601.250000 Penalty: 4194.786133
	Iteration 33Q: 3 clusters Score -572601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -572603.625000 Penalty: 4194.786133
	Iteration 34Q: 3 clusters Score -572603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -572605.250000 Penalty: 4194.786133
	Iteration 35Q: 3 clusters Score -572605.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -572607.312500 Penalty: 4194.786133
	Iteration 36Q: 3 clusters Score -572607.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -572610.000000 Penalty: 4194.786133
	Iteration 37Q: 3 clusters Score -572610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -572612.812500 Penalty: 4194.786133
	Iteration 38Q: 3 clusters Score -572612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -572612.187500 Penalty: 4194.786133
	Iteration 39Q: 3 clusters Score -572612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -572613.000000 Penalty: 4194.786133
	Iteration 40F: 3 clusters Score -572613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -572613.687500 Penalty: 4194.786133
	Iteration 41Q: 3 clusters Score -572613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -572614.125000 Penalty: 4194.786133
	Iteration 42Q: 3 clusters Score -572614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -572614.125000 Penalty: 4194.786133
	Iteration 43F: 3 clusters Score -572614.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Entering Unmasked Estep 
Score: -1124712.875000 Penalty: 2260.393555
	Iteration 0F: 2 clusters Score -1124713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1117612.125000 Penalty: 4520.787109
	Iteration 0F: 3 clusters Score -1117612 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1119599.125000 Penalty: 4520.787109
	Iteration 1F: 3 clusters Score -1119599 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1119855.750000 Penalty: 4520.787109
	Iteration 2F: 3 clusters Score -1119856 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1120021.000000 Penalty: 4520.787109
	Iteration 3Q: 3 clusters Score -1120021 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1120144.625000 Penalty: 4520.787109
	Iteration 4Q: 3 clusters Score -1120145 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1120267.125000 Penalty: 4520.787109
	Iteration 5Q: 3 clusters Score -1120267 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1120384.750000 Penalty: 4520.787109
	Iteration 6Q: 3 clusters Score -1120385 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1120492.125000 Penalty: 4520.787109
	Iteration 7Q: 3 clusters Score -1120492 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1120604.500000 Penalty: 4520.787109
	Iteration 8Q: 3 clusters Score -1120604 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1120731.625000 Penalty: 4520.787109
	Iteration 9Q: 3 clusters Score -1120732 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1120885.750000 Penalty: 4520.787109
	Iteration 10Q: 3 clusters Score -1120886 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1121076.625000 Penalty: 4520.787109
	Iteration 11Q: 3 clusters Score -1121077 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1121313.625000 Penalty: 4520.787109
	Iteration 12Q: 3 clusters Score -1121314 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1121579.375000 Penalty: 4520.787109
	Iteration 13Q: 3 clusters Score -1121579 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1121870.875000 Penalty: 4520.787109
	Iteration 14Q: 3 clusters Score -1121871 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1122177.250000 Penalty: 4520.787109
	Iteration 15Q: 3 clusters Score -1122177 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1122415.875000 Penalty: 4520.787109
	Iteration 16Q: 3 clusters Score -1122416 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1122592.250000 Penalty: 4520.787109
	Iteration 17Q: 3 clusters Score -1122592 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1122717.375000 Penalty: 4520.787109
	Iteration 18Q: 3 clusters Score -1122717 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1122795.000000 Penalty: 4520.787109
	Iteration 19Q: 3 clusters Score -1122795 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1122853.500000 Penalty: 4520.787109
	Iteration 20F: 3 clusters Score -1122854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1122895.875000 Penalty: 4520.787109
	Iteration 21Q: 3 clusters Score -1122896 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1122935.000000 Penalty: 4520.787109
	Iteration 22Q: 3 clusters Score -1122935 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1122970.875000 Penalty: 4520.787109
	Iteration 23Q: 3 clusters Score -1122971 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1123002.000000 Penalty: 4520.787109
	Iteration 24Q: 3 clusters Score -1123002 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1123031.000000 Penalty: 4520.787109
	Iteration 25Q: 3 clusters Score -1123031 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1123060.875000 Penalty: 4520.787109
	Iteration 26Q: 3 clusters Score -1123061 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1123087.125000 Penalty: 4520.787109
	Iteration 27Q: 3 clusters Score -1123087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1123107.250000 Penalty: 4520.787109
	Iteration 28Q: 3 clusters Score -1123107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1123122.000000 Penalty: 4520.787109
	Iteration 29Q: 3 clusters Score -1123122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1123136.500000 Penalty: 4520.787109
	Iteration 30Q: 3 clusters Score -1123136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1123143.500000 Penalty: 4520.787109
	Iteration 31Q: 3 clusters Score -1123144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1123152.375000 Penalty: 4520.787109
	Iteration 32Q: 3 clusters Score -1123152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1123159.500000 Penalty: 4520.787109
	Iteration 33Q: 3 clusters Score -1123160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1123165.875000 Penalty: 4520.787109
	Iteration 34Q: 3 clusters Score -1123166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1123168.625000 Penalty: 4520.787109
	Iteration 35Q: 3 clusters Score -1123169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1123172.500000 Penalty: 4520.787109
	Iteration 36Q: 3 clusters Score -1123172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1123172.750000 Penalty: 4520.787109
	Iteration 37Q: 3 clusters Score -1123173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1123176.375000 Penalty: 4520.787109
	Iteration 38Q: 3 clusters Score -1123176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1123176.000000 Penalty: 4520.787109
	Iteration 39Q: 3 clusters Score -1123176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1123176.000000 Penalty: 4520.787109
	Iteration 40F: 3 clusters Score -1123176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1123176.625000 Penalty: 4520.787109
	Iteration 41Q: 3 clusters Score -1123177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1123178.125000 Penalty: 4520.787109
	Iteration 42Q: 3 clusters Score -1123178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1123177.375000 Penalty: 4520.787109
	Iteration 43Q: 3 clusters Score -1123177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1123177.625000 Penalty: 4520.787109
	Iteration 44Q: 3 clusters Score -1123178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1123178.500000 Penalty: 4520.787109
	Iteration 45Q: 3 clusters Score -1123178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1123179.750000 Penalty: 4520.787109
	Iteration 46Q: 3 clusters Score -1123180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1123180.750000 Penalty: 4520.787109
	Iteration 47Q: 3 clusters Score -1123181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1123181.500000 Penalty: 4520.787109
	Iteration 48Q: 3 clusters Score -1123182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1123182.125000 Penalty: 4520.787109
	Iteration 49Q: 3 clusters Score -1123182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1123181.625000 Penalty: 4520.787109
	Iteration 50Q: 3 clusters Score -1123182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1123183.125000 Penalty: 4520.787109
	Iteration 51Q: 3 clusters Score -1123183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1123184.750000 Penalty: 4520.787109
	Iteration 52Q: 3 clusters Score -1123185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1123183.500000 Penalty: 4520.787109
	Iteration 53Q: 3 clusters Score -1123184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1123187.750000 Penalty: 4520.787109
	Iteration 54Q: 3 clusters Score -1123188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1123186.375000 Penalty: 4520.787109
	Iteration 55Q: 3 clusters Score -1123186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1123186.375000 Penalty: 4520.787109
	Iteration 56F: 3 clusters Score -1123186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Entering Unmasked Estep 
Score: -626467.250000 Penalty: 2122.609863
	Iteration 0F: 2 clusters Score -626467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -621800.687500 Penalty: 4245.219727
	Iteration 0F: 3 clusters Score -621800.7 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -622893.687500 Penalty: 4245.219727
	Iteration 1F: 3 clusters Score -622893.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -623198.937500 Penalty: 4245.219727
	Iteration 2F: 3 clusters Score -623198.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -623457.437500 Penalty: 4245.219727
	Iteration 3F: 3 clusters Score -623457.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -623674.062500 Penalty: 4245.219727
	Iteration 4F: 3 clusters Score -623674.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -623874.875000 Penalty: 4245.219727
	Iteration 5F: 3 clusters Score -623874.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -624075.875000 Penalty: 4245.219727
	Iteration 6Q: 3 clusters Score -624075.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -624259.687500 Penalty: 4245.219727
	Iteration 7Q: 3 clusters Score -624259.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -624446.187500 Penalty: 4245.219727
	Iteration 8Q: 3 clusters Score -624446.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -624615.125000 Penalty: 4245.219727
	Iteration 9Q: 3 clusters Score -624615.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -624776.687500 Penalty: 4245.219727
	Iteration 10Q: 3 clusters Score -624776.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -624920.062500 Penalty: 4245.219727
	Iteration 11Q: 3 clusters Score -624920.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -625040.187500 Penalty: 4245.219727
	Iteration 12Q: 3 clusters Score -625040.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -625137.062500 Penalty: 4245.219727
	Iteration 13Q: 3 clusters Score -625137.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -625223.500000 Penalty: 4245.219727
	Iteration 14Q: 3 clusters Score -625223.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -625285.187500 Penalty: 4245.219727
	Iteration 15Q: 3 clusters Score -625285.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -625342.250000 Penalty: 4245.219727
	Iteration 16Q: 3 clusters Score -625342.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -625396.562500 Penalty: 4245.219727
	Iteration 17Q: 3 clusters Score -625396.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -625437.562500 Penalty: 4245.219727
	Iteration 18Q: 3 clusters Score -625437.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -625468.375000 Penalty: 4245.219727
	Iteration 19Q: 3 clusters Score -625468.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -625482.875000 Penalty: 4245.219727
	Iteration 20F: 3 clusters Score -625482.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -625493.062500 Penalty: 4245.219727
	Iteration 21Q: 3 clusters Score -625493.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -625498.437500 Penalty: 4245.219727
	Iteration 22Q: 3 clusters Score -625498.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -625505.437500 Penalty: 4245.219727
	Iteration 23Q: 3 clusters Score -625505.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -625507.125000 Penalty: 4245.219727
	Iteration 24Q: 3 clusters Score -625507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -625509.375000 Penalty: 4245.219727
	Iteration 25Q: 3 clusters Score -625509.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -625512.750000 Penalty: 4245.219727
	Iteration 26Q: 3 clusters Score -625512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -625515.875000 Penalty: 4245.219727
	Iteration 27Q: 3 clusters Score -625515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -625515.875000 Penalty: 4245.219727
	Iteration 28F: 3 clusters Score -625515.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Entering Unmasked Estep 
Score: -1578913.375000 Penalty: 2342.579834
	Iteration 0F: 2 clusters Score -1578913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1569557.375000 Penalty: 4685.159668
	Iteration 0F: 3 clusters Score -1569557 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1572493.000000 Penalty: 4685.159668
	Iteration 1F: 3 clusters Score -1572493 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1572878.500000 Penalty: 4685.159668
	Iteration 2F: 3 clusters Score -1572878 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1573217.125000 Penalty: 4685.159668
	Iteration 3F: 3 clusters Score -1573217 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1573581.375000 Penalty: 4685.159668
	Iteration 4Q: 3 clusters Score -1573581 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1573977.750000 Penalty: 4685.159668
	Iteration 5Q: 3 clusters Score -1573978 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1574434.875000 Penalty: 4685.159668
	Iteration 6F: 3 clusters Score -1574435 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1574843.500000 Penalty: 4685.159668
	Iteration 7F: 3 clusters Score -1574844 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1575223.750000 Penalty: 4685.159668
	Iteration 8F: 3 clusters Score -1575224 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1575496.750000 Penalty: 4685.159668
	Iteration 9Q: 3 clusters Score -1575497 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1575728.250000 Penalty: 4685.159668
	Iteration 10Q: 3 clusters Score -1575728 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1575905.875000 Penalty: 4685.159668
	Iteration 11Q: 3 clusters Score -1575906 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1576048.625000 Penalty: 4685.159668
	Iteration 12Q: 3 clusters Score -1576049 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1576184.625000 Penalty: 4685.159668
	Iteration 13Q: 3 clusters Score -1576185 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1576294.375000 Penalty: 4685.159668
	Iteration 14Q: 3 clusters Score -1576294 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1576381.625000 Penalty: 4685.159668
	Iteration 15Q: 3 clusters Score -1576382 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1576454.500000 Penalty: 4685.159668
	Iteration 16Q: 3 clusters Score -1576454 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1576517.000000 Penalty: 4685.159668
	Iteration 17Q: 3 clusters Score -1576517 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1576574.500000 Penalty: 4685.159668
	Iteration 18Q: 3 clusters Score -1576574 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1576616.750000 Penalty: 4685.159668
	Iteration 19Q: 3 clusters Score -1576617 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1576669.750000 Penalty: 4685.159668
	Iteration 20F: 3 clusters Score -1576670 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1576701.750000 Penalty: 4685.159668
	Iteration 21Q: 3 clusters Score -1576702 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1576733.000000 Penalty: 4685.159668
	Iteration 22Q: 3 clusters Score -1576733 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1576757.625000 Penalty: 4685.159668
	Iteration 23Q: 3 clusters Score -1576758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1576775.000000 Penalty: 4685.159668
	Iteration 24Q: 3 clusters Score -1576775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1576801.750000 Penalty: 4685.159668
	Iteration 25Q: 3 clusters Score -1576802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1576824.625000 Penalty: 4685.159668
	Iteration 26Q: 3 clusters Score -1576825 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1576843.875000 Penalty: 4685.159668
	Iteration 27Q: 3 clusters Score -1576844 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1576878.000000 Penalty: 4685.159668
	Iteration 28Q: 3 clusters Score -1576878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1576900.750000 Penalty: 4685.159668
	Iteration 29Q: 3 clusters Score -1576901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1576920.000000 Penalty: 4685.159668
	Iteration 30Q: 3 clusters Score -1576920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1576950.375000 Penalty: 4685.159668
	Iteration 31Q: 3 clusters Score -1576950 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1576975.250000 Penalty: 4685.159668
	Iteration 32Q: 3 clusters Score -1576975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1576981.125000 Penalty: 4685.159668
	Iteration 33Q: 3 clusters Score -1576981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1576995.250000 Penalty: 4685.159668
	Iteration 34Q: 3 clusters Score -1576995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1577007.750000 Penalty: 4685.159668
	Iteration 35Q: 3 clusters Score -1577008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1577026.875000 Penalty: 4685.159668
	Iteration 36Q: 3 clusters Score -1577027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1577041.500000 Penalty: 4685.159668
	Iteration 37Q: 3 clusters Score -1577042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1577059.875000 Penalty: 4685.159668
	Iteration 38Q: 3 clusters Score -1577060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1577073.250000 Penalty: 4685.159668
	Iteration 39Q: 3 clusters Score -1577073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1577083.625000 Penalty: 4685.159668
	Iteration 40F: 3 clusters Score -1577084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1577091.250000 Penalty: 4685.159668
	Iteration 41Q: 3 clusters Score -1577091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1577105.375000 Penalty: 4685.159668
	Iteration 42Q: 3 clusters Score -1577105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1577115.625000 Penalty: 4685.159668
	Iteration 43Q: 3 clusters Score -1577116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1577126.250000 Penalty: 4685.159668
	Iteration 44Q: 3 clusters Score -1577126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1577130.500000 Penalty: 4685.159668
	Iteration 45Q: 3 clusters Score -1577130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1577140.500000 Penalty: 4685.159668
	Iteration 46Q: 3 clusters Score -1577140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1577148.625000 Penalty: 4685.159668
	Iteration 47Q: 3 clusters Score -1577149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1577149.375000 Penalty: 4685.159668
	Iteration 48Q: 3 clusters Score -1577149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1577154.625000 Penalty: 4685.159668
	Iteration 49Q: 3 clusters Score -1577155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1577158.750000 Penalty: 4685.159668
	Iteration 50Q: 3 clusters Score -1577159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1577167.375000 Penalty: 4685.159668
	Iteration 51Q: 3 clusters Score -1577167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1577170.750000 Penalty: 4685.159668
	Iteration 52Q: 3 clusters Score -1577171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1577174.625000 Penalty: 4685.159668
	Iteration 53Q: 3 clusters Score -1577175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1577176.125000 Penalty: 4685.159668
	Iteration 54Q: 3 clusters Score -1577176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1577176.625000 Penalty: 4685.159668
	Iteration 55Q: 3 clusters Score -1577177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1577181.000000 Penalty: 4685.159668
	Iteration 56Q: 3 clusters Score -1577181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1577184.125000 Penalty: 4685.159668
	Iteration 57Q: 3 clusters Score -1577184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1577187.125000 Penalty: 4685.159668
	Iteration 58Q: 3 clusters Score -1577187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1577183.875000 Penalty: 4685.159668
	Iteration 59Q: 3 clusters Score -1577184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1577190.375000 Penalty: 4685.159668
	Iteration 60F: 3 clusters Score -1577190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1577198.625000 Penalty: 4685.159668
	Iteration 61Q: 3 clusters Score -1577199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1577199.625000 Penalty: 4685.159668
	Iteration 62Q: 3 clusters Score -1577200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1577201.375000 Penalty: 4685.159668
	Iteration 63Q: 3 clusters Score -1577201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1577205.000000 Penalty: 4685.159668
	Iteration 64Q: 3 clusters Score -1577205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1577204.625000 Penalty: 4685.159668
	Iteration 65Q: 3 clusters Score -1577205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1577208.250000 Penalty: 4685.159668
	Iteration 66Q: 3 clusters Score -1577208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1577210.875000 Penalty: 4685.159668
	Iteration 67Q: 3 clusters Score -1577211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1577213.625000 Penalty: 4685.159668
	Iteration 68Q: 3 clusters Score -1577214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1577212.750000 Penalty: 4685.159668
	Iteration 69Q: 3 clusters Score -1577213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1577212.250000 Penalty: 4685.159668
	Iteration 70Q: 3 clusters Score -1577212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1577213.500000 Penalty: 4685.159668
	Iteration 71Q: 3 clusters Score -1577214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1577212.375000 Penalty: 4685.159668
	Iteration 72Q: 3 clusters Score -1577212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1577214.375000 Penalty: 4685.159668
	Iteration 73Q: 3 clusters Score -1577214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1577213.250000 Penalty: 4685.159668
	Iteration 74Q: 3 clusters Score -1577213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1577213.250000 Penalty: 4685.159668
	Iteration 75F: 3 clusters Score -1577213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Entering Unmasked Estep 
Score: -949465.125000 Penalty: 2221.686035
	Iteration 0F: 2 clusters Score -949465.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -943239.750000 Penalty: 4443.372070
	Iteration 0F: 3 clusters Score -943239.8 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -944915.187500 Penalty: 4443.372070
	Iteration 1F: 3 clusters Score -944915.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -945225.125000 Penalty: 4443.372070
	Iteration 2F: 3 clusters Score -945225.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -945450.062500 Penalty: 4443.372070
	Iteration 3F: 3 clusters Score -945450.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -945619.625000 Penalty: 4443.372070
	Iteration 4Q: 3 clusters Score -945619.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -945765.187500 Penalty: 4443.372070
	Iteration 5Q: 3 clusters Score -945765.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -945885.875000 Penalty: 4443.372070
	Iteration 6Q: 3 clusters Score -945885.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -946000.375000 Penalty: 4443.372070
	Iteration 7Q: 3 clusters Score -946000.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -946101.062500 Penalty: 4443.372070
	Iteration 8Q: 3 clusters Score -946101.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -946196.500000 Penalty: 4443.372070
	Iteration 9Q: 3 clusters Score -946196.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -946272.125000 Penalty: 4443.372070
	Iteration 10Q: 3 clusters Score -946272.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -946344.125000 Penalty: 4443.372070
	Iteration 11Q: 3 clusters Score -946344.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -946405.250000 Penalty: 4443.372070
	Iteration 12Q: 3 clusters Score -946405.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -946464.750000 Penalty: 4443.372070
	Iteration 13Q: 3 clusters Score -946464.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -946531.437500 Penalty: 4443.372070
	Iteration 14Q: 3 clusters Score -946531.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -946591.187500 Penalty: 4443.372070
	Iteration 15Q: 3 clusters Score -946591.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -946649.750000 Penalty: 4443.372070
	Iteration 16Q: 3 clusters Score -946649.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -946704.875000 Penalty: 4443.372070
	Iteration 17Q: 3 clusters Score -946704.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -946765.375000 Penalty: 4443.372070
	Iteration 18Q: 3 clusters Score -946765.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -946820.812500 Penalty: 4443.372070
	Iteration 19Q: 3 clusters Score -946820.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -946882.750000 Penalty: 4443.372070
	Iteration 20F: 3 clusters Score -946882.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -946946.000000 Penalty: 4443.372070
	Iteration 21Q: 3 clusters Score -946946 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -947007.250000 Penalty: 4443.372070
	Iteration 22Q: 3 clusters Score -947007.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -947058.437500 Penalty: 4443.372070
	Iteration 23Q: 3 clusters Score -947058.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -947118.125000 Penalty: 4443.372070
	Iteration 24Q: 3 clusters Score -947118.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -947185.437500 Penalty: 4443.372070
	Iteration 25Q: 3 clusters Score -947185.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -947247.750000 Penalty: 4443.372070
	Iteration 26Q: 3 clusters Score -947247.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -947299.437500 Penalty: 4443.372070
	Iteration 27Q: 3 clusters Score -947299.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -947357.562500 Penalty: 4443.372070
	Iteration 28Q: 3 clusters Score -947357.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -947418.687500 Penalty: 4443.372070
	Iteration 29Q: 3 clusters Score -947418.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -947476.437500 Penalty: 4443.372070
	Iteration 30Q: 3 clusters Score -947476.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -947530.250000 Penalty: 4443.372070
	Iteration 31Q: 3 clusters Score -947530.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -947591.125000 Penalty: 4443.372070
	Iteration 32Q: 3 clusters Score -947591.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -947675.625000 Penalty: 4443.372070
	Iteration 33Q: 3 clusters Score -947675.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -947788.687500 Penalty: 4443.372070
	Iteration 34Q: 3 clusters Score -947788.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -947928.875000 Penalty: 4443.372070
	Iteration 35Q: 3 clusters Score -947928.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -948027.687500 Penalty: 4443.372070
	Iteration 36Q: 3 clusters Score -948027.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -948076.250000 Penalty: 4443.372070
	Iteration 37Q: 3 clusters Score -948076.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -948101.562500 Penalty: 4443.372070
	Iteration 38Q: 3 clusters Score -948101.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -948111.125000 Penalty: 4443.372070
	Iteration 39Q: 3 clusters Score -948111.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -948116.437500 Penalty: 4443.372070
	Iteration 40F: 3 clusters Score -948116.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -948117.437500 Penalty: 4443.372070
	Iteration 41Q: 3 clusters Score -948117.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -948118.125000 Penalty: 4443.372070
	Iteration 42Q: 3 clusters Score -948118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -948117.187500 Penalty: 4443.372070
	Iteration 43Q: 3 clusters Score -948117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -948118.375000 Penalty: 4443.372070
	Iteration 44Q: 3 clusters Score -948118.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -948118.375000 Penalty: 4443.372070
	Iteration 45F: 3 clusters Score -948118.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -86888.296875 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -86888.3 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 356 members 
Entering Unmasked Estep 
Score: -85189.843750 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -85189.84 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85416.773438 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -85416.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85493.742188 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -85493.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85538.390625 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -85538.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85556.882812 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -85556.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85564.992188 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -85564.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85571.343750 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -85571.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85574.062500 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -85574.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85574.062500 Penalty: 3270.829102
	Iteration 8F: 3 clusters Score -85574.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -974428.187500 Penalty: 2244.937012
	Iteration 0F: 2 clusters Score -974428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -967663.812500 Penalty: 4489.874023
	Iteration 0F: 3 clusters Score -967663.8 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -969868.500000 Penalty: 4489.874023
	Iteration 1F: 3 clusters Score -969868.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -970386.375000 Penalty: 4489.874023
	Iteration 2F: 3 clusters Score -970386.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -970793.687500 Penalty: 4489.874023
	Iteration 3F: 3 clusters Score -970793.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -971157.062500 Penalty: 4489.874023
	Iteration 4F: 3 clusters Score -971157.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -971507.562500 Penalty: 4489.874023
	Iteration 5F: 3 clusters Score -971507.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -971804.875000 Penalty: 4489.874023
	Iteration 6F: 3 clusters Score -971804.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -972018.500000 Penalty: 4489.874023
	Iteration 7Q: 3 clusters Score -972018.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -972181.812500 Penalty: 4489.874023
	Iteration 8Q: 3 clusters Score -972181.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -972320.437500 Penalty: 4489.874023
	Iteration 9Q: 3 clusters Score -972320.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -972407.687500 Penalty: 4489.874023
	Iteration 10Q: 3 clusters Score -972407.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -972473.687500 Penalty: 4489.874023
	Iteration 11Q: 3 clusters Score -972473.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -972515.812500 Penalty: 4489.874023
	Iteration 12Q: 3 clusters Score -972515.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -972543.875000 Penalty: 4489.874023
	Iteration 13Q: 3 clusters Score -972543.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -972563.000000 Penalty: 4489.874023
	Iteration 14Q: 3 clusters Score -972563 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -972588.000000 Penalty: 4489.874023
	Iteration 15Q: 3 clusters Score -972588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -972602.812500 Penalty: 4489.874023
	Iteration 16Q: 3 clusters Score -972602.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -972617.062500 Penalty: 4489.874023
	Iteration 17Q: 3 clusters Score -972617.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -972630.312500 Penalty: 4489.874023
	Iteration 18Q: 3 clusters Score -972630.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -972642.375000 Penalty: 4489.874023
	Iteration 19Q: 3 clusters Score -972642.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -972652.687500 Penalty: 4489.874023
	Iteration 20F: 3 clusters Score -972652.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -972666.375000 Penalty: 4489.874023
	Iteration 21Q: 3 clusters Score -972666.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -972672.562500 Penalty: 4489.874023
	Iteration 22Q: 3 clusters Score -972672.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -972677.687500 Penalty: 4489.874023
	Iteration 23Q: 3 clusters Score -972677.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -972686.125000 Penalty: 4489.874023
	Iteration 24Q: 3 clusters Score -972686.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -972694.750000 Penalty: 4489.874023
	Iteration 25Q: 3 clusters Score -972694.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -972704.562500 Penalty: 4489.874023
	Iteration 26Q: 3 clusters Score -972704.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -972712.562500 Penalty: 4489.874023
	Iteration 27Q: 3 clusters Score -972712.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -972727.500000 Penalty: 4489.874023
	Iteration 28Q: 3 clusters Score -972727.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -972739.562500 Penalty: 4489.874023
	Iteration 29Q: 3 clusters Score -972739.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -972748.187500 Penalty: 4489.874023
	Iteration 30Q: 3 clusters Score -972748.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -972755.875000 Penalty: 4489.874023
	Iteration 31Q: 3 clusters Score -972755.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -972764.562500 Penalty: 4489.874023
	Iteration 32Q: 3 clusters Score -972764.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -972776.625000 Penalty: 4489.874023
	Iteration 33Q: 3 clusters Score -972776.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -972786.250000 Penalty: 4489.874023
	Iteration 34Q: 3 clusters Score -972786.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -972796.062500 Penalty: 4489.874023
	Iteration 35Q: 3 clusters Score -972796.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -972803.187500 Penalty: 4489.874023
	Iteration 36Q: 3 clusters Score -972803.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -972805.500000 Penalty: 4489.874023
	Iteration 37Q: 3 clusters Score -972805.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -972813.250000 Penalty: 4489.874023
	Iteration 38Q: 3 clusters Score -972813.2 nChanged 24
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: -972817.750000 Penalty: 4489.874023
	Iteration 39Q: 3 clusters Score -972817.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -972825.437500 Penalty: 4489.874023
	Iteration 40F: 3 clusters Score -972825.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -972830.437500 Penalty: 4489.874023
	Iteration 41Q: 3 clusters Score -972830.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -972841.625000 Penalty: 4489.874023
	Iteration 42Q: 3 clusters Score -972841.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -972852.312500 Penalty: 4489.874023
	Iteration 43Q: 3 clusters Score -972852.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -972869.250000 Penalty: 4489.874023
	Iteration 44Q: 3 clusters Score -972869.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -972883.437500 Penalty: 4489.874023
	Iteration 45Q: 3 clusters Score -972883.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -972897.500000 Penalty: 4489.874023
	Iteration 46Q: 3 clusters Score -972897.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -972910.687500 Penalty: 4489.874023
	Iteration 47Q: 3 clusters Score -972910.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -972925.375000 Penalty: 4489.874023
	Iteration 48Q: 3 clusters Score -972925.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -972934.562500 Penalty: 4489.874023
	Iteration 49Q: 3 clusters Score -972934.6 nChanged 40
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: -972947.375000 Penalty: 4489.874023
	Iteration 50Q: 3 clusters Score -972947.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -972957.875000 Penalty: 4489.874023
	Iteration 51Q: 3 clusters Score -972957.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -972966.125000 Penalty: 4489.874023
	Iteration 52Q: 3 clusters Score -972966.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -972981.562500 Penalty: 4489.874023
	Iteration 53Q: 3 clusters Score -972981.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -972990.625000 Penalty: 4489.874023
	Iteration 54Q: 3 clusters Score -972990.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -972997.187500 Penalty: 4489.874023
	Iteration 55Q: 3 clusters Score -972997.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -973004.875000 Penalty: 4489.874023
	Iteration 56Q: 3 clusters Score -973004.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -973010.500000 Penalty: 4489.874023
	Iteration 57Q: 3 clusters Score -973010.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -973017.437500 Penalty: 4489.874023
	Iteration 58Q: 3 clusters Score -973017.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -973023.625000 Penalty: 4489.874023
	Iteration 59Q: 3 clusters Score -973023.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -973031.062500 Penalty: 4489.874023
	Iteration 60F: 3 clusters Score -973031.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -973037.250000 Penalty: 4489.874023
	Iteration 61Q: 3 clusters Score -973037.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -973040.125000 Penalty: 4489.874023
	Iteration 62Q: 3 clusters Score -973040.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -973043.375000 Penalty: 4489.874023
	Iteration 63Q: 3 clusters Score -973043.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -973041.875000 Penalty: 4489.874023
	Iteration 64Q: 3 clusters Score -973041.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -973043.500000 Penalty: 4489.874023
	Iteration 65Q: 3 clusters Score -973043.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -973044.812500 Penalty: 4489.874023
	Iteration 66Q: 3 clusters Score -973044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -973046.250000 Penalty: 4489.874023
	Iteration 67Q: 3 clusters Score -973046.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -973047.250000 Penalty: 4489.874023
	Iteration 68Q: 3 clusters Score -973047.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -973053.625000 Penalty: 4489.874023
	Iteration 69Q: 3 clusters Score -973053.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -973059.312500 Penalty: 4489.874023
	Iteration 70Q: 3 clusters Score -973059.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -973063.000000 Penalty: 4489.874023
	Iteration 71Q: 3 clusters Score -973063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -973063.187500 Penalty: 4489.874023
	Iteration 72Q: 3 clusters Score -973063.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -973067.625000 Penalty: 4489.874023
	Iteration 73Q: 3 clusters Score -973067.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -973067.437500 Penalty: 4489.874023
	Iteration 74Q: 3 clusters Score -973067.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -973068.500000 Penalty: 4489.874023
	Iteration 75Q: 3 clusters Score -973068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -973070.812500 Penalty: 4489.874023
	Iteration 76Q: 3 clusters Score -973070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -973071.187500 Penalty: 4489.874023
	Iteration 77Q: 3 clusters Score -973071.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -973072.687500 Penalty: 4489.874023
	Iteration 78Q: 3 clusters Score -973072.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -973070.062500 Penalty: 4489.874023
	Iteration 79Q: 3 clusters Score -973070.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -973069.812500 Penalty: 4489.874023
	Iteration 80F: 3 clusters Score -973069.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -973071.750000 Penalty: 4489.874023
	Iteration 81Q: 3 clusters Score -973071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -973072.875000 Penalty: 4489.874023
	Iteration 82Q: 3 clusters Score -973072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -973073.125000 Penalty: 4489.874023
	Iteration 83Q: 3 clusters Score -973073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -973072.687500 Penalty: 4489.874023
	Iteration 84Q: 3 clusters Score -973072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -973071.562500 Penalty: 4489.874023
	Iteration 85Q: 3 clusters Score -973071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -973072.250000 Penalty: 4489.874023
	Iteration 86Q: 3 clusters Score -973072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -973072.375000 Penalty: 4489.874023
	Iteration 87Q: 3 clusters Score -973072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -973072.375000 Penalty: 4489.874023
	Iteration 88Q: 3 clusters Score -973072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -973071.937500 Penalty: 4489.874023
	Iteration 89Q: 3 clusters Score -973071.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -973071.937500 Penalty: 4489.874023
	Iteration 90F: 3 clusters Score -973071.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Entering Unmasked Estep 
Score: -712875.562500 Penalty: 2141.914551
	Iteration 0F: 2 clusters Score -712875.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -707959.375000 Penalty: 4283.829102
	Iteration 0F: 3 clusters Score -707959.4 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -709293.812500 Penalty: 4283.829102
	Iteration 1F: 3 clusters Score -709293.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -709549.875000 Penalty: 4283.829102
	Iteration 2F: 3 clusters Score -709549.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -709718.750000 Penalty: 4283.829102
	Iteration 3F: 3 clusters Score -709718.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -709849.375000 Penalty: 4283.829102
	Iteration 4Q: 3 clusters Score -709849.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -709970.750000 Penalty: 4283.829102
	Iteration 5Q: 3 clusters Score -709970.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -710074.312500 Penalty: 4283.829102
	Iteration 6Q: 3 clusters Score -710074.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -710149.250000 Penalty: 4283.829102
	Iteration 7Q: 3 clusters Score -710149.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -710209.000000 Penalty: 4283.829102
	Iteration 8Q: 3 clusters Score -710209 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -710266.875000 Penalty: 4283.829102
	Iteration 9Q: 3 clusters Score -710266.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -710333.375000 Penalty: 4283.829102
	Iteration 10Q: 3 clusters Score -710333.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -710399.250000 Penalty: 4283.829102
	Iteration 11Q: 3 clusters Score -710399.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -710459.062500 Penalty: 4283.829102
	Iteration 12Q: 3 clusters Score -710459.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -710501.750000 Penalty: 4283.829102
	Iteration 13Q: 3 clusters Score -710501.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -710545.000000 Penalty: 4283.829102
	Iteration 14Q: 3 clusters Score -710545 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -710584.125000 Penalty: 4283.829102
	Iteration 15Q: 3 clusters Score -710584.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -710616.875000 Penalty: 4283.829102
	Iteration 16Q: 3 clusters Score -710616.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -710649.562500 Penalty: 4283.829102
	Iteration 17Q: 3 clusters Score -710649.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -710674.062500 Penalty: 4283.829102
	Iteration 18Q: 3 clusters Score -710674.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -710694.437500 Penalty: 4283.829102
	Iteration 19Q: 3 clusters Score -710694.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -710710.937500 Penalty: 4283.829102
	Iteration 20F: 3 clusters Score -710710.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -710721.125000 Penalty: 4283.829102
	Iteration 21Q: 3 clusters Score -710721.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -710729.125000 Penalty: 4283.829102
	Iteration 22Q: 3 clusters Score -710729.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -710739.187500 Penalty: 4283.829102
	Iteration 23Q: 3 clusters Score -710739.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -710747.875000 Penalty: 4283.829102
	Iteration 24Q: 3 clusters Score -710747.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -710749.562500 Penalty: 4283.829102
	Iteration 25Q: 3 clusters Score -710749.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -710755.062500 Penalty: 4283.829102
	Iteration 26Q: 3 clusters Score -710755.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -710756.625000 Penalty: 4283.829102
	Iteration 27Q: 3 clusters Score -710756.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -710758.812500 Penalty: 4283.829102
	Iteration 28Q: 3 clusters Score -710758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -710759.062500 Penalty: 4283.829102
	Iteration 29Q: 3 clusters Score -710759.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -710759.937500 Penalty: 4283.829102
	Iteration 30Q: 3 clusters Score -710759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -710762.125000 Penalty: 4283.829102
	Iteration 31Q: 3 clusters Score -710762.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -710762.125000 Penalty: 4283.829102
	Iteration 32F: 3 clusters Score -710762.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (105335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Entering Unmasked Estep 
Score: -13356215.000000 Penalty: 2868.095459
	Iteration 0F: 2 clusters Score -1.335622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -13285823.000000 Penalty: 5736.190918
	Iteration 0F: 3 clusters Score -1.328582e+07 nChanged 50017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -13314586.000000 Penalty: 5736.190918
	Iteration 1F: 3 clusters Score -1.331459e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -13315703.000000 Penalty: 5736.190918
	Iteration 2Q: 3 clusters Score -1.33157e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -13317089.000000 Penalty: 5736.190918
	Iteration 3Q: 3 clusters Score -1.331709e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -13318918.000000 Penalty: 5736.190918
	Iteration 4Q: 3 clusters Score -1.331892e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -13321446.000000 Penalty: 5736.190918
	Iteration 5F: 3 clusters Score -1.332145e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -13324661.000000 Penalty: 5736.190918
	Iteration 6F: 3 clusters Score -1.332466e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -13328033.000000 Penalty: 5736.190918
	Iteration 7F: 3 clusters Score -1.332803e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -13330724.000000 Penalty: 5736.190918
	Iteration 8F: 3 clusters Score -1.333072e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -13332937.000000 Penalty: 5736.190918
	Iteration 9Q: 3 clusters Score -1.333294e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -13334473.000000 Penalty: 5736.190918
	Iteration 10Q: 3 clusters Score -1.333447e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -13335797.000000 Penalty: 5736.190918
	Iteration 11Q: 3 clusters Score -1.33358e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70402 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -13336991.000000 Penalty: 5736.190918
	Iteration 12Q: 3 clusters Score -1.333699e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -13338005.000000 Penalty: 5736.190918
	Iteration 13Q: 3 clusters Score -1.3338e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -13339134.000000 Penalty: 5736.190918
	Iteration 14Q: 3 clusters Score -1.333913e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -13340542.000000 Penalty: 5736.190918
	Iteration 15Q: 3 clusters Score -1.334054e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -13342174.000000 Penalty: 5736.190918
	Iteration 16Q: 3 clusters Score -1.334217e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85786 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -13343778.000000 Penalty: 5736.190918
	Iteration 17Q: 3 clusters Score -1.334378e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -13345397.000000 Penalty: 5736.190918
	Iteration 18Q: 3 clusters Score -1.33454e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91893 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -13347203.000000 Penalty: 5736.190918
	Iteration 19Q: 3 clusters Score -1.33472e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -13348678.000000 Penalty: 5736.190918
	Iteration 20F: 3 clusters Score -1.334868e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -13349840.000000 Penalty: 5736.190918
	Iteration 21Q: 3 clusters Score -1.334984e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98416 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -13350895.000000 Penalty: 5736.190918
	Iteration 22Q: 3 clusters Score -1.33509e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -13351692.000000 Penalty: 5736.190918
	Iteration 23Q: 3 clusters Score -1.335169e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -13352305.000000 Penalty: 5736.190918
	Iteration 24Q: 3 clusters Score -1.33523e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101653 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -13352732.000000 Penalty: 5736.190918
	Iteration 25Q: 3 clusters Score -1.335273e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -13353043.000000 Penalty: 5736.190918
	Iteration 26Q: 3 clusters Score -1.335304e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102658 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -13353244.000000 Penalty: 5736.190918
	Iteration 27Q: 3 clusters Score -1.335324e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103002 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -13353392.000000 Penalty: 5736.190918
	Iteration 28Q: 3 clusters Score -1.335339e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -13353548.000000 Penalty: 5736.190918
	Iteration 29Q: 3 clusters Score -1.335355e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103437 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -13353644.000000 Penalty: 5736.190918
	Iteration 30Q: 3 clusters Score -1.335364e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103579 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -13353723.000000 Penalty: 5736.190918
	Iteration 31Q: 3 clusters Score -1.335372e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103692 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -13353796.000000 Penalty: 5736.190918
	Iteration 32Q: 3 clusters Score -1.33538e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103789 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -13353789.000000 Penalty: 5736.190918
	Iteration 33Q: 3 clusters Score -1.335379e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -13353840.000000 Penalty: 5736.190918
	Iteration 34Q: 3 clusters Score -1.335384e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13353852.000000 Penalty: 5736.190918
	Iteration 35Q: 3 clusters Score -1.335385e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103972 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -13353873.000000 Penalty: 5736.190918
	Iteration 36Q: 3 clusters Score -1.335387e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104007 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -13353909.000000 Penalty: 5736.190918
	Iteration 37Q: 3 clusters Score -1.335391e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104034 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13353914.000000 Penalty: 5736.190918
	Iteration 38Q: 3 clusters Score -1.335391e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104055 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -13353924.000000 Penalty: 5736.190918
	Iteration 39Q: 3 clusters Score -1.335392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104077 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -13353930.000000 Penalty: 5736.190918
	Iteration 40F: 3 clusters Score -1.335393e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104097 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13353944.000000 Penalty: 5736.190918
	Iteration 41Q: 3 clusters Score -1.335394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104106 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -13353947.000000 Penalty: 5736.190918
	Iteration 42Q: 3 clusters Score -1.335395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -13353947.000000 Penalty: 5736.190918
	Iteration 43Q: 3 clusters Score -1.335395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104131 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -13353960.000000 Penalty: 5736.190918
	Iteration 44Q: 3 clusters Score -1.335396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104147 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -13353970.000000 Penalty: 5736.190918
	Iteration 45Q: 3 clusters Score -1.335397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104159 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -13353971.000000 Penalty: 5736.190918
	Iteration 46Q: 3 clusters Score -1.335397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104168 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -13353975.000000 Penalty: 5736.190918
	Iteration 47Q: 3 clusters Score -1.335398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104173 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13353978.000000 Penalty: 5736.190918
	Iteration 48Q: 3 clusters Score -1.335398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104181 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13353991.000000 Penalty: 5736.190918
	Iteration 49Q: 3 clusters Score -1.335399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104187 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -13353984.000000 Penalty: 5736.190918
	Iteration 50Q: 3 clusters Score -1.335398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104191 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -13353983.000000 Penalty: 5736.190918
	Iteration 51Q: 3 clusters Score -1.335398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104192 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13353992.000000 Penalty: 5736.190918
	Iteration 52Q: 3 clusters Score -1.335399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104195 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -13353989.000000 Penalty: 5736.190918
	Iteration 53Q: 3 clusters Score -1.335399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104203 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -13353983.000000 Penalty: 5736.190918
	Iteration 54Q: 3 clusters Score -1.335398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104209 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -13353984.000000 Penalty: 5736.190918
	Iteration 55Q: 3 clusters Score -1.335398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -13353974.000000 Penalty: 5736.190918
	Iteration 56Q: 3 clusters Score -1.335397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104231 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -13353985.000000 Penalty: 5736.190918
	Iteration 57Q: 3 clusters Score -1.335398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104240 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -13353984.000000 Penalty: 5736.190918
	Iteration 58Q: 3 clusters Score -1.335398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -13353988.000000 Penalty: 5736.190918
	Iteration 59Q: 3 clusters Score -1.335399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104248 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13353990.000000 Penalty: 5736.190918
	Iteration 60F: 3 clusters Score -1.335399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104254 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -13354004.000000 Penalty: 5736.190918
	Iteration 61Q: 3 clusters Score -1.3354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104259 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -13354006.000000 Penalty: 5736.190918
	Iteration 62Q: 3 clusters Score -1.335401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104262 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -13354011.000000 Penalty: 5736.190918
	Iteration 63Q: 3 clusters Score -1.335401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104265 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -13354001.000000 Penalty: 5736.190918
	Iteration 64Q: 3 clusters Score -1.3354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13353998.000000 Penalty: 5736.190918
	Iteration 65Q: 3 clusters Score -1.3354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104271 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -13354004.000000 Penalty: 5736.190918
	Iteration 66Q: 3 clusters Score -1.3354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104271 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -13354004.000000 Penalty: 5736.190918
	Iteration 67F: 3 clusters Score -1.3354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -185761.437500 Penalty: 1821.009277
	Iteration 0F: 2 clusters Score -185761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -183421.031250 Penalty: 3642.018555
	Iteration 0F: 3 clusters Score -183421 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183826.703125 Penalty: 3642.018555
	Iteration 1F: 3 clusters Score -183826.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -183968.281250 Penalty: 3642.018555
	Iteration 2F: 3 clusters Score -183968.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -184057.296875 Penalty: 3642.018555
	Iteration 3F: 3 clusters Score -184057.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -184151.984375 Penalty: 3642.018555
	Iteration 4Q: 3 clusters Score -184152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -184247.250000 Penalty: 3642.018555
	Iteration 5Q: 3 clusters Score -184247.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -184362.812500 Penalty: 3642.018555
	Iteration 6Q: 3 clusters Score -184362.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -184450.468750 Penalty: 3642.018555
	Iteration 7Q: 3 clusters Score -184450.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -184564.656250 Penalty: 3642.018555
	Iteration 8Q: 3 clusters Score -184564.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184683.218750 Penalty: 3642.018555
	Iteration 9Q: 3 clusters Score -184683.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -184787.156250 Penalty: 3642.018555
	Iteration 10Q: 3 clusters Score -184787.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -184944.937500 Penalty: 3642.018555
	Iteration 11Q: 3 clusters Score -184944.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -185045.046875 Penalty: 3642.018555
	Iteration 12Q: 3 clusters Score -185045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -185099.359375 Penalty: 3642.018555
	Iteration 13Q: 3 clusters Score -185099.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -185131.234375 Penalty: 3642.018555
	Iteration 14Q: 3 clusters Score -185131.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -185149.078125 Penalty: 3642.018555
	Iteration 15Q: 3 clusters Score -185149.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -185159.437500 Penalty: 3642.018555
	Iteration 16Q: 3 clusters Score -185159.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -185166.937500 Penalty: 3642.018555
	Iteration 17Q: 3 clusters Score -185166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -185171.078125 Penalty: 3642.018555
	Iteration 18Q: 3 clusters Score -185171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -185172.375000 Penalty: 3642.018555
	Iteration 19Q: 3 clusters Score -185172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -185172.843750 Penalty: 3642.018555
	Iteration 20F: 3 clusters Score -185172.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Entering Unmasked Estep 
Score: -1381746.250000 Penalty: 2334.291016
	Iteration 0F: 2 clusters Score -1381746 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 6209 members 
Entering Unmasked Estep 
Score: -1372759.000000 Penalty: 4668.582031
	Iteration 0F: 3 clusters Score -1372759 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1375703.750000 Penalty: 4668.582031
	Iteration 1F: 3 clusters Score -1375704 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1376293.125000 Penalty: 4668.582031
	Iteration 2F: 3 clusters Score -1376293 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1376815.375000 Penalty: 4668.582031
	Iteration 3F: 3 clusters Score -1376815 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1377297.875000 Penalty: 4668.582031
	Iteration 4F: 3 clusters Score -1377298 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1377766.250000 Penalty: 4668.582031
	Iteration 5F: 3 clusters Score -1377766 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1378210.250000 Penalty: 4668.582031
	Iteration 6F: 3 clusters Score -1378210 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1378583.250000 Penalty: 4668.582031
	Iteration 7Q: 3 clusters Score -1378583 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1378913.000000 Penalty: 4668.582031
	Iteration 8Q: 3 clusters Score -1378913 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1379181.750000 Penalty: 4668.582031
	Iteration 9Q: 3 clusters Score -1379182 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1379357.875000 Penalty: 4668.582031
	Iteration 10Q: 3 clusters Score -1379358 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1379490.375000 Penalty: 4668.582031
	Iteration 11Q: 3 clusters Score -1379490 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1379602.000000 Penalty: 4668.582031
	Iteration 12Q: 3 clusters Score -1379602 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1379682.000000 Penalty: 4668.582031
	Iteration 13Q: 3 clusters Score -1379682 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1379750.875000 Penalty: 4668.582031
	Iteration 14Q: 3 clusters Score -1379751 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1379815.000000 Penalty: 4668.582031
	Iteration 15Q: 3 clusters Score -1379815 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1379873.875000 Penalty: 4668.582031
	Iteration 16Q: 3 clusters Score -1379874 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1379934.750000 Penalty: 4668.582031
	Iteration 17Q: 3 clusters Score -1379935 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1379984.500000 Penalty: 4668.582031
	Iteration 18Q: 3 clusters Score -1379984 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1380023.500000 Penalty: 4668.582031
	Iteration 19Q: 3 clusters Score -1380024 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1380068.250000 Penalty: 4668.582031
	Iteration 20F: 3 clusters Score -1380068 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1380128.625000 Penalty: 4668.582031
	Iteration 21Q: 3 clusters Score -1380129 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1380186.250000 Penalty: 4668.582031
	Iteration 22Q: 3 clusters Score -1380186 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1380224.750000 Penalty: 4668.582031
	Iteration 23Q: 3 clusters Score -1380225 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1380259.625000 Penalty: 4668.582031
	Iteration 24Q: 3 clusters Score -1380260 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1380296.250000 Penalty: 4668.582031
	Iteration 25Q: 3 clusters Score -1380296 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1380326.500000 Penalty: 4668.582031
	Iteration 26Q: 3 clusters Score -1380326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1380359.750000 Penalty: 4668.582031
	Iteration 27Q: 3 clusters Score -1380360 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1380393.875000 Penalty: 4668.582031
	Iteration 28Q: 3 clusters Score -1380394 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1380423.250000 Penalty: 4668.582031
	Iteration 29Q: 3 clusters Score -1380423 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1380446.000000 Penalty: 4668.582031
	Iteration 30Q: 3 clusters Score -1380446 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1380467.375000 Penalty: 4668.582031
	Iteration 31Q: 3 clusters Score -1380467 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1380488.875000 Penalty: 4668.582031
	Iteration 32Q: 3 clusters Score -1380489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1380506.750000 Penalty: 4668.582031
	Iteration 33Q: 3 clusters Score -1380507 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1380532.000000 Penalty: 4668.582031
	Iteration 34Q: 3 clusters Score -1380532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1380555.250000 Penalty: 4668.582031
	Iteration 35Q: 3 clusters Score -1380555 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1380571.875000 Penalty: 4668.582031
	Iteration 36Q: 3 clusters Score -1380572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1380590.625000 Penalty: 4668.582031
	Iteration 37Q: 3 clusters Score -1380591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1380607.750000 Penalty: 4668.582031
	Iteration 38Q: 3 clusters Score -1380608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1380620.125000 Penalty: 4668.582031
	Iteration 39Q: 3 clusters Score -1380620 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1380631.500000 Penalty: 4668.582031
	Iteration 40F: 3 clusters Score -1380632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1380652.250000 Penalty: 4668.582031
	Iteration 41Q: 3 clusters Score -1380652 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1380672.500000 Penalty: 4668.582031
	Iteration 42Q: 3 clusters Score -1380672 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1380690.375000 Penalty: 4668.582031
	Iteration 43Q: 3 clusters Score -1380690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1380707.500000 Penalty: 4668.582031
	Iteration 44Q: 3 clusters Score -1380708 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1380728.000000 Penalty: 4668.582031
	Iteration 45Q: 3 clusters Score -1380728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1380752.875000 Penalty: 4668.582031
	Iteration 46Q: 3 clusters Score -1380753 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1380763.250000 Penalty: 4668.582031
	Iteration 47Q: 3 clusters Score -1380763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1380779.500000 Penalty: 4668.582031
	Iteration 48Q: 3 clusters Score -1380780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1380785.250000 Penalty: 4668.582031
	Iteration 49Q: 3 clusters Score -1380785 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1380802.250000 Penalty: 4668.582031
	Iteration 50Q: 3 clusters Score -1380802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1380815.125000 Penalty: 4668.582031
	Iteration 51Q: 3 clusters Score -1380815 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1380827.125000 Penalty: 4668.582031
	Iteration 52Q: 3 clusters Score -1380827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1380838.375000 Penalty: 4668.582031
	Iteration 53Q: 3 clusters Score -1380838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1380852.000000 Penalty: 4668.582031
	Iteration 54Q: 3 clusters Score -1380852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1380864.375000 Penalty: 4668.582031
	Iteration 55Q: 3 clusters Score -1380864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1380878.125000 Penalty: 4668.582031
	Iteration 56Q: 3 clusters Score -1380878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1380886.875000 Penalty: 4668.582031
	Iteration 57Q: 3 clusters Score -1380887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1380893.125000 Penalty: 4668.582031
	Iteration 58Q: 3 clusters Score -1380893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1380906.875000 Penalty: 4668.582031
	Iteration 59Q: 3 clusters Score -1380907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1380913.500000 Penalty: 4668.582031
	Iteration 60F: 3 clusters Score -1380914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1380923.250000 Penalty: 4668.582031
	Iteration 61Q: 3 clusters Score -1380923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1380927.875000 Penalty: 4668.582031
	Iteration 62Q: 3 clusters Score -1380928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1380931.750000 Penalty: 4668.582031
	Iteration 63Q: 3 clusters Score -1380932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1380940.000000 Penalty: 4668.582031
	Iteration 64Q: 3 clusters Score -1380940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1380941.750000 Penalty: 4668.582031
	Iteration 65Q: 3 clusters Score -1380942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1380945.125000 Penalty: 4668.582031
	Iteration 66Q: 3 clusters Score -1380945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1380947.375000 Penalty: 4668.582031
	Iteration 67Q: 3 clusters Score -1380947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1380952.875000 Penalty: 4668.582031
	Iteration 68Q: 3 clusters Score -1380953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1380951.125000 Penalty: 4668.582031
	Iteration 69Q: 3 clusters Score -1380951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1380956.625000 Penalty: 4668.582031
	Iteration 70Q: 3 clusters Score -1380957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1380955.875000 Penalty: 4668.582031
	Iteration 71Q: 3 clusters Score -1380956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1380963.125000 Penalty: 4668.582031
	Iteration 72Q: 3 clusters Score -1380963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1380965.875000 Penalty: 4668.582031
	Iteration 73Q: 3 clusters Score -1380966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1380971.500000 Penalty: 4668.582031
	Iteration 74Q: 3 clusters Score -1380972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1380974.000000 Penalty: 4668.582031
	Iteration 75Q: 3 clusters Score -1380974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1380973.500000 Penalty: 4668.582031
	Iteration 76Q: 3 clusters Score -1380974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1380974.250000 Penalty: 4668.582031
	Iteration 77Q: 3 clusters Score -1380974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1380975.000000 Penalty: 4668.582031
	Iteration 78Q: 3 clusters Score -1380975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1380975.625000 Penalty: 4668.582031
	Iteration 79Q: 3 clusters Score -1380976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1380979.375000 Penalty: 4668.582031
	Iteration 80F: 3 clusters Score -1380979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1380980.875000 Penalty: 4668.582031
	Iteration 81Q: 3 clusters Score -1380981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1380983.125000 Penalty: 4668.582031
	Iteration 82Q: 3 clusters Score -1380983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1380984.250000 Penalty: 4668.582031
	Iteration 83Q: 3 clusters Score -1380984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1380985.375000 Penalty: 4668.582031
	Iteration 84Q: 3 clusters Score -1380985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1380983.500000 Penalty: 4668.582031
	Iteration 85Q: 3 clusters Score -1380984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1380981.250000 Penalty: 4668.582031
	Iteration 86Q: 3 clusters Score -1380981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1380983.125000 Penalty: 4668.582031
	Iteration 87Q: 3 clusters Score -1380983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1380980.750000 Penalty: 4668.582031
	Iteration 88Q: 3 clusters Score -1380981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1380982.875000 Penalty: 4668.582031
	Iteration 89Q: 3 clusters Score -1380983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1380983.125000 Penalty: 4668.582031
	Iteration 90Q: 3 clusters Score -1380983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1380982.125000 Penalty: 4668.582031
	Iteration 91Q: 3 clusters Score -1380982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1380982.125000 Penalty: 4668.582031
	Iteration 92F: 3 clusters Score -1380982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -285587.875000 Penalty: 1929.203979
	Iteration 0F: 2 clusters Score -285587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -282688.812500 Penalty: 3858.407959
	Iteration 0F: 3 clusters Score -282688.8 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -283235.718750 Penalty: 3858.407959
	Iteration 1F: 3 clusters Score -283235.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -283384.312500 Penalty: 3858.407959
	Iteration 2F: 3 clusters Score -283384.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -283478.156250 Penalty: 3858.407959
	Iteration 3F: 3 clusters Score -283478.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283528.625000 Penalty: 3858.407959
	Iteration 4Q: 3 clusters Score -283528.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -283566.500000 Penalty: 3858.407959
	Iteration 5Q: 3 clusters Score -283566.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -283587.750000 Penalty: 3858.407959
	Iteration 6Q: 3 clusters Score -283587.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -283613.156250 Penalty: 3858.407959
	Iteration 7Q: 3 clusters Score -283613.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -283625.781250 Penalty: 3858.407959
	Iteration 8Q: 3 clusters Score -283625.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -283633.625000 Penalty: 3858.407959
	Iteration 9Q: 3 clusters Score -283633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -283638.250000 Penalty: 3858.407959
	Iteration 10Q: 3 clusters Score -283638.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -283643.250000 Penalty: 3858.407959
	Iteration 11Q: 3 clusters Score -283643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -283646.437500 Penalty: 3858.407959
	Iteration 12Q: 3 clusters Score -283646.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -283646.843750 Penalty: 3858.407959
	Iteration 13Q: 3 clusters Score -283646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -283648.250000 Penalty: 3858.407959
	Iteration 14Q: 3 clusters Score -283648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -283648.531250 Penalty: 3858.407959
	Iteration 15Q: 3 clusters Score -283648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -283649.156250 Penalty: 3858.407959
	Iteration 16Q: 3 clusters Score -283649.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -283650.656250 Penalty: 3858.407959
	Iteration 17Q: 3 clusters Score -283650.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -283652.500000 Penalty: 3858.407959
	Iteration 18Q: 3 clusters Score -283652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -283653.593750 Penalty: 3858.407959
	Iteration 19Q: 3 clusters Score -283653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -283654.062500 Penalty: 3858.407959
	Iteration 20F: 3 clusters Score -283654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -283654.968750 Penalty: 3858.407959
	Iteration 21Q: 3 clusters Score -283655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -283655.562500 Penalty: 3858.407959
	Iteration 22Q: 3 clusters Score -283655.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -283655.875000 Penalty: 3858.407959
	Iteration 23Q: 3 clusters Score -283655.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -283657.375000 Penalty: 3858.407959
	Iteration 24Q: 3 clusters Score -283657.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -283657.750000 Penalty: 3858.407959
	Iteration 25Q: 3 clusters Score -283657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283658.062500 Penalty: 3858.407959
	Iteration 26Q: 3 clusters Score -283658.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283658.062500 Penalty: 3858.407959
	Iteration 27F: 3 clusters Score -283658.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -67278.757812 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -67278.76 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 305 members 
Entering Unmasked Estep 
Score: -65713.796875 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -65713.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66030.703125 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -66030.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66211.664062 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -66211.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66397.250000 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -66397.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66607.773438 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -66607.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66863.500000 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -66863.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66956.742188 Penalty: 3197.076904
	Iteration 6F: 3 clusters Score -66956.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67035.101562 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -67035.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67106.843750 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -67106.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -67158.828125 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -67158.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -67205.976562 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -67205.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67254.328125 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -67254.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -67295.132812 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -67295.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -67319.156250 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -67319.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -67347.046875 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -67347.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -67379.789062 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -67379.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -67397.343750 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -67397.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -67397.343750 Penalty: 3197.076904
	Iteration 17F: 3 clusters Score -67397.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 8015 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78333 members 
Mstep: Class 6 contains 101146 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 153012 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41594 members 
Mstep: Class 12 contains 106244 members 
Mstep: Class 13 contains 48032 members 
Mstep: Class 14 contains 257443 members 
Mstep: Class 15 contains 26847 members 
Mstep: Class 16 contains 33947 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35424 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7773 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8537 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105335 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12240 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 45635 members 
Mstep: Class 35 contains 147 members 
Entering Unmasked Estep 
Score: -157745392.000000 Penalty: 121963.125000
Splitting cluster 33 changes total score from -157747296.000000 to -157745392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (45635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Entering Unmasked Estep 
Score: -5898798.500000 Penalty: 2660.650635
	Iteration 0F: 2 clusters Score -5898798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -5867948.500000 Penalty: 5321.301270
	Iteration 0F: 3 clusters Score -5867948 nChanged 21019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -5879689.000000 Penalty: 5321.301270
	Iteration 1F: 3 clusters Score -5879689 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -5880429.000000 Penalty: 5321.301270
	Iteration 2Q: 3 clusters Score -5880429 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5881278.500000 Penalty: 5321.301270
	Iteration 3Q: 3 clusters Score -5881278 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -5882418.500000 Penalty: 5321.301270
	Iteration 4F: 3 clusters Score -5882418 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -5884305.000000 Penalty: 5321.301270
	Iteration 5F: 3 clusters Score -5884305 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -5886843.500000 Penalty: 5321.301270
	Iteration 6F: 3 clusters Score -5886844 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -5889971.500000 Penalty: 5321.301270
	Iteration 7F: 3 clusters Score -5889972 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -5892771.000000 Penalty: 5321.301270
	Iteration 8F: 3 clusters Score -5892771 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -5894706.500000 Penalty: 5321.301270
	Iteration 9Q: 3 clusters Score -5894706 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -5895680.000000 Penalty: 5321.301270
	Iteration 10Q: 3 clusters Score -5895680 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -5896100.000000 Penalty: 5321.301270
	Iteration 11Q: 3 clusters Score -5896100 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -5896284.000000 Penalty: 5321.301270
	Iteration 12Q: 3 clusters Score -5896284 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -5896374.000000 Penalty: 5321.301270
	Iteration 13Q: 3 clusters Score -5896374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -5896435.500000 Penalty: 5321.301270
	Iteration 14Q: 3 clusters Score -5896436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -5896482.000000 Penalty: 5321.301270
	Iteration 15Q: 3 clusters Score -5896482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -5896511.000000 Penalty: 5321.301270
	Iteration 16Q: 3 clusters Score -5896511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -5896538.500000 Penalty: 5321.301270
	Iteration 17Q: 3 clusters Score -5896538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -5896559.000000 Penalty: 5321.301270
	Iteration 18Q: 3 clusters Score -5896559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -5896580.500000 Penalty: 5321.301270
	Iteration 19Q: 3 clusters Score -5896580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -5896594.000000 Penalty: 5321.301270
	Iteration 20F: 3 clusters Score -5896594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -5896599.000000 Penalty: 5321.301270
	Iteration 21Q: 3 clusters Score -5896599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -5896620.000000 Penalty: 5321.301270
	Iteration 22Q: 3 clusters Score -5896620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -5896627.500000 Penalty: 5321.301270
	Iteration 23Q: 3 clusters Score -5896628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -5896630.000000 Penalty: 5321.301270
	Iteration 24Q: 3 clusters Score -5896630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -5896634.000000 Penalty: 5321.301270
	Iteration 25Q: 3 clusters Score -5896634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -5896634.000000 Penalty: 5321.301270
	Iteration 26Q: 3 clusters Score -5896634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -5896637.500000 Penalty: 5321.301270
	Iteration 27Q: 3 clusters Score -5896638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -5896638.500000 Penalty: 5321.301270
	Iteration 28Q: 3 clusters Score -5896638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -5896639.500000 Penalty: 5321.301270
	Iteration 29Q: 3 clusters Score -5896640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -5896640.000000 Penalty: 5321.301270
	Iteration 30Q: 3 clusters Score -5896640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -5896641.000000 Penalty: 5321.301270
	Iteration 31Q: 3 clusters Score -5896641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -5896642.500000 Penalty: 5321.301270
	Iteration 32Q: 3 clusters Score -5896642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -5896645.000000 Penalty: 5321.301270
	Iteration 33Q: 3 clusters Score -5896645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -5896652.000000 Penalty: 5321.301270
	Iteration 34Q: 3 clusters Score -5896652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -5896656.500000 Penalty: 5321.301270
	Iteration 35Q: 3 clusters Score -5896656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -5896653.000000 Penalty: 5321.301270
	Iteration 36Q: 3 clusters Score -5896653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -5896658.500000 Penalty: 5321.301270
	Iteration 37Q: 3 clusters Score -5896658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -5896658.000000 Penalty: 5321.301270
	Iteration 38Q: 3 clusters Score -5896658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -5896667.000000 Penalty: 5321.301270
	Iteration 39Q: 3 clusters Score -5896667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -5896664.500000 Penalty: 5321.301270
	Iteration 40F: 3 clusters Score -5896664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -5896665.500000 Penalty: 5321.301270
	Iteration 41Q: 3 clusters Score -5896666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -5896670.000000 Penalty: 5321.301270
	Iteration 42Q: 3 clusters Score -5896670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -5896670.000000 Penalty: 5321.301270
	Iteration 43F: 3 clusters Score -5896670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 8015 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78333 members 
Mstep: Class 6 contains 101146 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 153012 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41594 members 
Mstep: Class 12 contains 106244 members 
Mstep: Class 13 contains 48032 members 
Mstep: Class 14 contains 257443 members 
Mstep: Class 15 contains 26847 members 
Mstep: Class 16 contains 33947 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35424 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7773 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8537 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105335 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12240 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747216.000000 Penalty: 118478.460938
Iteration 359Q: 35 clusters Score -1.577472e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 7980 members 
Mstep: Class 3 contains 8999 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 78333 members 
Mstep: Class 6 contains 101146 members 
Mstep: Class 7 contains 30945 members 
Mstep: Class 8 contains 152992 members 
Mstep: Class 9 contains 7973 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41583 members 
Mstep: Class 12 contains 106245 members 
Mstep: Class 13 contains 48033 members 
Mstep: Class 14 contains 257491 members 
Mstep: Class 15 contains 26850 members 
Mstep: Class 16 contains 33952 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35423 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7774 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8538 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105335 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12240 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747152.000000 Penalty: 118478.460938
Iteration 360F: 35 clusters Score -1.577472e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 7951 members 
Mstep: Class 3 contains 8999 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 78331 members 
Mstep: Class 6 contains 101146 members 
Mstep: Class 7 contains 30943 members 
Mstep: Class 8 contains 152973 members 
Mstep: Class 9 contains 7972 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41578 members 
Mstep: Class 12 contains 106243 members 
Mstep: Class 13 contains 48033 members 
Mstep: Class 14 contains 257548 members 
Mstep: Class 15 contains 26851 members 
Mstep: Class 16 contains 33951 members 
Mstep: Class 17 contains 49624 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35424 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9085 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7776 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8538 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105336 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12242 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747200.000000 Penalty: 118478.460938
Iteration 361Q: 35 clusters Score -1.577472e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 7929 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 78326 members 
Mstep: Class 6 contains 101146 members 
Mstep: Class 7 contains 30944 members 
Mstep: Class 8 contains 152960 members 
Mstep: Class 9 contains 7972 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 41567 members 
Mstep: Class 12 contains 106239 members 
Mstep: Class 13 contains 48032 members 
Mstep: Class 14 contains 257596 members 
Mstep: Class 15 contains 26852 members 
Mstep: Class 16 contains 33949 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35423 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 9084 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7775 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8538 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105341 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747232.000000 Penalty: 118478.460938
Iteration 362Q: 35 clusters Score -1.577472e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 78325 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30943 members 
Mstep: Class 8 contains 152947 members 
Mstep: Class 9 contains 7972 members 
Mstep: Class 10 contains 13413 members 
Mstep: Class 11 contains 41570 members 
Mstep: Class 12 contains 106240 members 
Mstep: Class 13 contains 48029 members 
Mstep: Class 14 contains 257627 members 
Mstep: Class 15 contains 26852 members 
Mstep: Class 16 contains 33953 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9084 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 7776 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8538 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105345 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12245 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747328.000000 Penalty: 118478.460938
Iteration 363Q: 35 clusters Score -1.577473e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 7875 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 78320 members 
Mstep: Class 6 contains 101146 members 
Mstep: Class 7 contains 30943 members 
Mstep: Class 8 contains 152927 members 
Mstep: Class 9 contains 7972 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41567 members 
Mstep: Class 12 contains 106240 members 
Mstep: Class 13 contains 48027 members 
Mstep: Class 14 contains 257668 members 
Mstep: Class 15 contains 26850 members 
Mstep: Class 16 contains 33952 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 20 contains 35428 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9083 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7776 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8538 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105348 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12246 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747408.000000 Penalty: 118478.460938
Iteration 364Q: 35 clusters Score -1.577474e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 78317 members 
Mstep: Class 6 contains 101146 members 
Mstep: Class 7 contains 30943 members 
Mstep: Class 8 contains 152913 members 
Mstep: Class 9 contains 7972 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41562 members 
Mstep: Class 12 contains 106243 members 
Mstep: Class 13 contains 48024 members 
Mstep: Class 14 contains 257703 members 
Mstep: Class 15 contains 26851 members 
Mstep: Class 16 contains 33951 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 20 contains 35428 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9082 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7776 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8538 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105354 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747376.000000 Penalty: 118478.460938
Iteration 365Q: 35 clusters Score -1.577474e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 7843 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 78314 members 
Mstep: Class 6 contains 101146 members 
Mstep: Class 7 contains 30944 members 
Mstep: Class 8 contains 152900 members 
Mstep: Class 9 contains 7972 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41551 members 
Mstep: Class 12 contains 106245 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 257730 members 
Mstep: Class 15 contains 26852 members 
Mstep: Class 16 contains 33950 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 20 contains 35432 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9082 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7777 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8538 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105356 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747456.000000 Penalty: 118478.460938
Iteration 366Q: 35 clusters Score -1.577475e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 7834 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 78305 members 
Mstep: Class 6 contains 101146 members 
Mstep: Class 7 contains 30944 members 
Mstep: Class 8 contains 152889 members 
Mstep: Class 9 contains 7972 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41546 members 
Mstep: Class 12 contains 106248 members 
Mstep: Class 13 contains 48022 members 
Mstep: Class 14 contains 257757 members 
Mstep: Class 15 contains 26853 members 
Mstep: Class 16 contains 33948 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 20 contains 35432 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9082 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8538 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105360 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747440.000000 Penalty: 118478.460938
Iteration 367Q: 35 clusters Score -1.577474e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 78303 members 
Mstep: Class 6 contains 101146 members 
Mstep: Class 7 contains 30944 members 
Mstep: Class 8 contains 152885 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41535 members 
Mstep: Class 12 contains 106250 members 
Mstep: Class 13 contains 48013 members 
Mstep: Class 14 contains 257782 members 
Mstep: Class 15 contains 26854 members 
Mstep: Class 16 contains 33945 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 20 contains 35432 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9082 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8538 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105364 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747472.000000 Penalty: 118478.460938
Iteration 368Q: 35 clusters Score -1.577475e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 7819 members 
Mstep: Class 3 contains 9002 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 78299 members 
Mstep: Class 6 contains 101147 members 
Mstep: Class 7 contains 30945 members 
Mstep: Class 8 contains 152881 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41525 members 
Mstep: Class 12 contains 106254 members 
Mstep: Class 13 contains 48015 members 
Mstep: Class 14 contains 257793 members 
Mstep: Class 15 contains 26853 members 
Mstep: Class 16 contains 33944 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35433 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9082 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8538 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105369 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747520.000000 Penalty: 118478.460938
Iteration 369Q: 35 clusters Score -1.577475e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 7811 members 
Mstep: Class 3 contains 9005 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 78291 members 
Mstep: Class 6 contains 101147 members 
Mstep: Class 7 contains 30945 members 
Mstep: Class 8 contains 152866 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41517 members 
Mstep: Class 12 contains 106255 members 
Mstep: Class 13 contains 48014 members 
Mstep: Class 14 contains 257815 members 
Mstep: Class 15 contains 26856 members 
Mstep: Class 16 contains 33943 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35434 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9082 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8538 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 105372 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747616.000000 Penalty: 118478.460938
Iteration 370Q: 35 clusters Score -1.577476e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 7802 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 78287 members 
Mstep: Class 6 contains 101147 members 
Mstep: Class 7 contains 30945 members 
Mstep: Class 8 contains 152854 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41518 members 
Mstep: Class 12 contains 106255 members 
Mstep: Class 13 contains 48014 members 
Mstep: Class 14 contains 257835 members 
Mstep: Class 15 contains 26857 members 
Mstep: Class 16 contains 33940 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35434 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9082 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8539 members 
Mstep: Class 28 contains 5636 members 
Mstep: Class 29 contains 105376 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747600.000000 Penalty: 118478.460938
Iteration 371Q: 35 clusters Score -1.577476e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 7790 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 78284 members 
Mstep: Class 6 contains 101146 members 
Mstep: Class 7 contains 30945 members 
Mstep: Class 8 contains 152845 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41515 members 
Mstep: Class 12 contains 106257 members 
Mstep: Class 13 contains 48012 members 
Mstep: Class 14 contains 257854 members 
Mstep: Class 15 contains 26857 members 
Mstep: Class 16 contains 33939 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35438 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9081 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8539 members 
Mstep: Class 28 contains 5637 members 
Mstep: Class 29 contains 105380 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747600.000000 Penalty: 118478.460938
Iteration 372Q: 35 clusters Score -1.577476e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 7779 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15374 members 
Mstep: Class 5 contains 78282 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30945 members 
Mstep: Class 8 contains 152835 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41513 members 
Mstep: Class 12 contains 106259 members 
Mstep: Class 13 contains 48009 members 
Mstep: Class 14 contains 257871 members 
Mstep: Class 15 contains 26858 members 
Mstep: Class 16 contains 33938 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35439 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8539 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 105384 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747568.000000 Penalty: 118478.460938
Iteration 373Q: 35 clusters Score -1.577476e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 7769 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15372 members 
Mstep: Class 5 contains 78276 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30945 members 
Mstep: Class 8 contains 152828 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 106256 members 
Mstep: Class 13 contains 48008 members 
Mstep: Class 14 contains 257887 members 
Mstep: Class 15 contains 26858 members 
Mstep: Class 16 contains 33939 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35442 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8539 members 
Mstep: Class 28 contains 5640 members 
Mstep: Class 29 contains 105387 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747504.000000 Penalty: 118478.460938
Iteration 374Q: 35 clusters Score -1.577475e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 7761 members 
Mstep: Class 3 contains 8999 members 
Mstep: Class 4 contains 15370 members 
Mstep: Class 5 contains 78267 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152818 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41508 members 
Mstep: Class 12 contains 106258 members 
Mstep: Class 13 contains 48010 members 
Mstep: Class 14 contains 257903 members 
Mstep: Class 15 contains 26859 members 
Mstep: Class 16 contains 33940 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35441 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8539 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105392 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747504.000000 Penalty: 118478.460938
Iteration 375Q: 35 clusters Score -1.577475e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 7750 members 
Mstep: Class 3 contains 8999 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78262 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152809 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41509 members 
Mstep: Class 12 contains 106260 members 
Mstep: Class 13 contains 48010 members 
Mstep: Class 14 contains 257914 members 
Mstep: Class 15 contains 26861 members 
Mstep: Class 16 contains 33939 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35441 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105397 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747488.000000 Penalty: 118478.460938
Iteration 376Q: 35 clusters Score -1.577475e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 7741 members 
Mstep: Class 3 contains 8999 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78254 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152803 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41504 members 
Mstep: Class 12 contains 106262 members 
Mstep: Class 13 contains 48011 members 
Mstep: Class 14 contains 257928 members 
Mstep: Class 15 contains 26860 members 
Mstep: Class 16 contains 33940 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35441 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105401 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747488.000000 Penalty: 118478.460938
Iteration 377Q: 35 clusters Score -1.577475e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 7730 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78251 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152798 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41503 members 
Mstep: Class 12 contains 106263 members 
Mstep: Class 13 contains 48015 members 
Mstep: Class 14 contains 257937 members 
Mstep: Class 15 contains 26860 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35442 members 
Mstep: Class 21 contains 4708 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105403 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747536.000000 Penalty: 118478.460938
Iteration 378Q: 35 clusters Score -1.577475e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 7721 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78250 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152775 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41504 members 
Mstep: Class 12 contains 106263 members 
Mstep: Class 13 contains 48014 members 
Mstep: Class 14 contains 257969 members 
Mstep: Class 15 contains 26862 members 
Mstep: Class 16 contains 33940 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35441 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105403 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747472.000000 Penalty: 118478.460938
Iteration 379Q: 35 clusters Score -1.577475e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 7708 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78251 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152758 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41506 members 
Mstep: Class 12 contains 106267 members 
Mstep: Class 13 contains 48016 members 
Mstep: Class 14 contains 257988 members 
Mstep: Class 15 contains 26864 members 
Mstep: Class 16 contains 33939 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35441 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105403 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747632.000000 Penalty: 118478.460938
Iteration 380F: 35 clusters Score -1.577476e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7702 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78253 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152748 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41507 members 
Mstep: Class 12 contains 106269 members 
Mstep: Class 13 contains 48015 members 
Mstep: Class 14 contains 257997 members 
Mstep: Class 15 contains 26867 members 
Mstep: Class 16 contains 33938 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35441 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105404 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 381Q: 35 clusters Score -1.577476e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78253 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152741 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41504 members 
Mstep: Class 12 contains 106269 members 
Mstep: Class 13 contains 48013 members 
Mstep: Class 14 contains 258007 members 
Mstep: Class 15 contains 26870 members 
Mstep: Class 16 contains 33939 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35441 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105404 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747504.000000 Penalty: 118478.460938
Iteration 382Q: 35 clusters Score -1.577475e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7692 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78254 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152734 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41504 members 
Mstep: Class 12 contains 106269 members 
Mstep: Class 13 contains 48015 members 
Mstep: Class 14 contains 258011 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 16 contains 33939 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35440 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105405 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747504.000000 Penalty: 118478.460938
Iteration 383Q: 35 clusters Score -1.577475e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 7683 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78255 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152732 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41505 members 
Mstep: Class 12 contains 106269 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 258017 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 16 contains 33938 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35440 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105405 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747520.000000 Penalty: 118478.460938
Iteration 384Q: 35 clusters Score -1.577475e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78253 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152738 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41506 members 
Mstep: Class 12 contains 106271 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 258019 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 16 contains 33938 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35439 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105406 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747520.000000 Penalty: 118478.460938
Iteration 385Q: 35 clusters Score -1.577475e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7664 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78251 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152731 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41505 members 
Mstep: Class 12 contains 106274 members 
Mstep: Class 13 contains 48022 members 
Mstep: Class 14 contains 258029 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 16 contains 33939 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35441 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105405 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747504.000000 Penalty: 118478.460938
Iteration 386Q: 35 clusters Score -1.577475e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78248 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152728 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41500 members 
Mstep: Class 12 contains 106276 members 
Mstep: Class 13 contains 48024 members 
Mstep: Class 14 contains 258040 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 16 contains 33938 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35444 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105405 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 387Q: 35 clusters Score -1.577476e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 7653 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78250 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152716 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 106278 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258056 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 16 contains 33937 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35443 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105405 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 388Q: 35 clusters Score -1.577476e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78250 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152712 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41497 members 
Mstep: Class 12 contains 106280 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258068 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 16 contains 33936 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35443 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105406 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747584.000000 Penalty: 118478.460938
Iteration 389Q: 35 clusters Score -1.577476e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7642 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78250 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152717 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41494 members 
Mstep: Class 12 contains 106281 members 
Mstep: Class 13 contains 48024 members 
Mstep: Class 14 contains 258068 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 16 contains 33936 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35443 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105407 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747600.000000 Penalty: 118478.460938
Iteration 390Q: 35 clusters Score -1.577476e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7636 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78252 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152720 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41490 members 
Mstep: Class 12 contains 106282 members 
Mstep: Class 13 contains 48027 members 
Mstep: Class 14 contains 258071 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 16 contains 33935 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35443 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105407 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747520.000000 Penalty: 118478.460938
Iteration 391Q: 35 clusters Score -1.577475e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7624 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78254 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152713 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41492 members 
Mstep: Class 12 contains 106285 members 
Mstep: Class 13 contains 48029 members 
Mstep: Class 14 contains 258081 members 
Mstep: Class 15 contains 26877 members 
Mstep: Class 16 contains 33936 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35442 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105407 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747648.000000 Penalty: 118478.460938
Iteration 392Q: 35 clusters Score -1.577476e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7619 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78252 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152710 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41490 members 
Mstep: Class 12 contains 106287 members 
Mstep: Class 13 contains 48032 members 
Mstep: Class 14 contains 258086 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 16 contains 33937 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35442 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 9078 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105408 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747648.000000 Penalty: 118478.460938
Iteration 393Q: 35 clusters Score -1.577476e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7615 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78250 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152712 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41486 members 
Mstep: Class 12 contains 106287 members 
Mstep: Class 13 contains 48033 members 
Mstep: Class 14 contains 258097 members 
Mstep: Class 15 contains 26877 members 
Mstep: Class 16 contains 33934 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35440 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105408 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 394Q: 35 clusters Score -1.577476e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 7614 members 
Mstep: Class 3 contains 9002 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78250 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152703 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41483 members 
Mstep: Class 12 contains 106285 members 
Mstep: Class 13 contains 48034 members 
Mstep: Class 14 contains 258113 members 
Mstep: Class 15 contains 26877 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35438 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105408 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12246 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 395Q: 35 clusters Score -1.577476e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 7614 members 
Mstep: Class 3 contains 9003 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78249 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152701 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41481 members 
Mstep: Class 12 contains 106285 members 
Mstep: Class 13 contains 48035 members 
Mstep: Class 14 contains 258119 members 
Mstep: Class 15 contains 26878 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35437 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105409 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12245 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747424.000000 Penalty: 118478.460938
Iteration 396Q: 35 clusters Score -1.577474e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7607 members 
Mstep: Class 3 contains 9003 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78247 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152702 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41480 members 
Mstep: Class 12 contains 106286 members 
Mstep: Class 13 contains 48036 members 
Mstep: Class 14 contains 258127 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35436 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105411 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12244 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747456.000000 Penalty: 118478.460938
Iteration 397Q: 35 clusters Score -1.577475e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 7598 members 
Mstep: Class 3 contains 9002 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78244 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152696 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41483 members 
Mstep: Class 12 contains 106285 members 
Mstep: Class 13 contains 48037 members 
Mstep: Class 14 contains 258137 members 
Mstep: Class 15 contains 26881 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 49626 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35435 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105411 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12244 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747408.000000 Penalty: 118478.460938
Iteration 398Q: 35 clusters Score -1.577474e+08 nChanged 49
Entering ConstructFrom: 
Score: -157747408.000000 Penalty: 118478.460938
Entering ConstructFrom: 
Trying to split cluster 1 (19175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Entering Unmasked Estep 
Score: -2457465.000000 Penalty: 2445.617920
	Iteration 0F: 2 clusters Score -2457465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2443948.750000 Penalty: 4891.235840
	Iteration 0F: 3 clusters Score -2443949 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2448287.250000 Penalty: 4891.235840
	Iteration 1F: 3 clusters Score -2448287 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2448634.500000 Penalty: 4891.235840
	Iteration 2F: 3 clusters Score -2448634 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2448937.750000 Penalty: 4891.235840
	Iteration 3Q: 3 clusters Score -2448938 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2449212.750000 Penalty: 4891.235840
	Iteration 4Q: 3 clusters Score -2449213 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2449486.500000 Penalty: 4891.235840
	Iteration 5Q: 3 clusters Score -2449486 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2449793.250000 Penalty: 4891.235840
	Iteration 6Q: 3 clusters Score -2449793 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2450203.250000 Penalty: 4891.235840
	Iteration 7Q: 3 clusters Score -2450203 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2450765.250000 Penalty: 4891.235840
	Iteration 8Q: 3 clusters Score -2450765 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2451476.000000 Penalty: 4891.235840
	Iteration 9F: 3 clusters Score -2451476 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2452301.000000 Penalty: 4891.235840
	Iteration 10F: 3 clusters Score -2452301 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2453146.250000 Penalty: 4891.235840
	Iteration 11F: 3 clusters Score -2453146 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2453906.000000 Penalty: 4891.235840
	Iteration 12Q: 3 clusters Score -2453906 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2454484.500000 Penalty: 4891.235840
	Iteration 13Q: 3 clusters Score -2454484 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2454808.500000 Penalty: 4891.235840
	Iteration 14Q: 3 clusters Score -2454808 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2454999.250000 Penalty: 4891.235840
	Iteration 15Q: 3 clusters Score -2454999 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2455126.500000 Penalty: 4891.235840
	Iteration 16Q: 3 clusters Score -2455126 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2455250.750000 Penalty: 4891.235840
	Iteration 17Q: 3 clusters Score -2455251 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2455348.500000 Penalty: 4891.235840
	Iteration 18Q: 3 clusters Score -2455348 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2455449.500000 Penalty: 4891.235840
	Iteration 19Q: 3 clusters Score -2455450 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2455535.500000 Penalty: 4891.235840
	Iteration 20F: 3 clusters Score -2455536 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2455617.000000 Penalty: 4891.235840
	Iteration 21Q: 3 clusters Score -2455617 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2455679.750000 Penalty: 4891.235840
	Iteration 22Q: 3 clusters Score -2455680 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2455762.000000 Penalty: 4891.235840
	Iteration 23Q: 3 clusters Score -2455762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2455835.500000 Penalty: 4891.235840
	Iteration 24Q: 3 clusters Score -2455836 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2455896.500000 Penalty: 4891.235840
	Iteration 25Q: 3 clusters Score -2455896 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2455932.250000 Penalty: 4891.235840
	Iteration 26Q: 3 clusters Score -2455932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2455962.500000 Penalty: 4891.235840
	Iteration 27Q: 3 clusters Score -2455962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2455967.750000 Penalty: 4891.235840
	Iteration 28Q: 3 clusters Score -2455968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2455972.000000 Penalty: 4891.235840
	Iteration 29Q: 3 clusters Score -2455972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2455978.000000 Penalty: 4891.235840
	Iteration 30Q: 3 clusters Score -2455978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2455981.000000 Penalty: 4891.235840
	Iteration 31Q: 3 clusters Score -2455981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2455982.250000 Penalty: 4891.235840
	Iteration 32Q: 3 clusters Score -2455982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2455986.000000 Penalty: 4891.235840
	Iteration 33Q: 3 clusters Score -2455986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2455983.750000 Penalty: 4891.235840
	Iteration 34Q: 3 clusters Score -2455984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2455983.750000 Penalty: 4891.235840
	Iteration 35Q: 3 clusters Score -2455984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2455984.750000 Penalty: 4891.235840
	Iteration 36Q: 3 clusters Score -2455985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2455982.750000 Penalty: 4891.235840
	Iteration 37Q: 3 clusters Score -2455983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2455988.750000 Penalty: 4891.235840
	Iteration 38Q: 3 clusters Score -2455989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2455987.250000 Penalty: 4891.235840
	Iteration 39Q: 3 clusters Score -2455987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2455989.250000 Penalty: 4891.235840
	Iteration 40F: 3 clusters Score -2455989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -983139.000000 Penalty: 2215.843018
	Iteration 0F: 2 clusters Score -983139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -977023.875000 Penalty: 4431.686035
	Iteration 0F: 3 clusters Score -977023.9 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -978569.750000 Penalty: 4431.686035
	Iteration 1F: 3 clusters Score -978569.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -978774.687500 Penalty: 4431.686035
	Iteration 2F: 3 clusters Score -978774.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -978894.687500 Penalty: 4431.686035
	Iteration 3Q: 3 clusters Score -978894.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -978978.250000 Penalty: 4431.686035
	Iteration 4Q: 3 clusters Score -978978.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -979073.000000 Penalty: 4431.686035
	Iteration 5Q: 3 clusters Score -979073 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -979149.562500 Penalty: 4431.686035
	Iteration 6Q: 3 clusters Score -979149.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -979221.812500 Penalty: 4431.686035
	Iteration 7Q: 3 clusters Score -979221.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -979297.875000 Penalty: 4431.686035
	Iteration 8Q: 3 clusters Score -979297.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -979385.750000 Penalty: 4431.686035
	Iteration 9Q: 3 clusters Score -979385.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -979486.625000 Penalty: 4431.686035
	Iteration 10Q: 3 clusters Score -979486.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -979602.187500 Penalty: 4431.686035
	Iteration 11Q: 3 clusters Score -979602.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -979730.625000 Penalty: 4431.686035
	Iteration 12Q: 3 clusters Score -979730.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -979874.375000 Penalty: 4431.686035
	Iteration 13Q: 3 clusters Score -979874.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -980045.875000 Penalty: 4431.686035
	Iteration 14Q: 3 clusters Score -980045.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -980229.125000 Penalty: 4431.686035
	Iteration 15Q: 3 clusters Score -980229.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -980390.750000 Penalty: 4431.686035
	Iteration 16Q: 3 clusters Score -980390.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -980562.125000 Penalty: 4431.686035
	Iteration 17Q: 3 clusters Score -980562.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -980699.125000 Penalty: 4431.686035
	Iteration 18Q: 3 clusters Score -980699.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -980822.250000 Penalty: 4431.686035
	Iteration 19Q: 3 clusters Score -980822.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -980907.125000 Penalty: 4431.686035
	Iteration 20F: 3 clusters Score -980907.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -980968.750000 Penalty: 4431.686035
	Iteration 21Q: 3 clusters Score -980968.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -981015.750000 Penalty: 4431.686035
	Iteration 22Q: 3 clusters Score -981015.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -981059.937500 Penalty: 4431.686035
	Iteration 23Q: 3 clusters Score -981059.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -981097.437500 Penalty: 4431.686035
	Iteration 24Q: 3 clusters Score -981097.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -981123.750000 Penalty: 4431.686035
	Iteration 25Q: 3 clusters Score -981123.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -981139.812500 Penalty: 4431.686035
	Iteration 26Q: 3 clusters Score -981139.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -981153.250000 Penalty: 4431.686035
	Iteration 27Q: 3 clusters Score -981153.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -981172.312500 Penalty: 4431.686035
	Iteration 28Q: 3 clusters Score -981172.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -981177.250000 Penalty: 4431.686035
	Iteration 29Q: 3 clusters Score -981177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -981182.375000 Penalty: 4431.686035
	Iteration 30Q: 3 clusters Score -981182.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -981190.687500 Penalty: 4431.686035
	Iteration 31Q: 3 clusters Score -981190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -981198.500000 Penalty: 4431.686035
	Iteration 32Q: 3 clusters Score -981198.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -981208.062500 Penalty: 4431.686035
	Iteration 33Q: 3 clusters Score -981208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -981210.000000 Penalty: 4431.686035
	Iteration 34Q: 3 clusters Score -981210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -981213.812500 Penalty: 4431.686035
	Iteration 35Q: 3 clusters Score -981213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -981220.187500 Penalty: 4431.686035
	Iteration 36Q: 3 clusters Score -981220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -981225.750000 Penalty: 4431.686035
	Iteration 37Q: 3 clusters Score -981225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -981227.500000 Penalty: 4431.686035
	Iteration 38Q: 3 clusters Score -981227.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -981231.750000 Penalty: 4431.686035
	Iteration 39Q: 3 clusters Score -981231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -981233.062500 Penalty: 4431.686035
	Iteration 40F: 3 clusters Score -981233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -981233.250000 Penalty: 4431.686035
	Iteration 41Q: 3 clusters Score -981233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -981233.250000 Penalty: 4431.686035
	Iteration 42F: 3 clusters Score -981233.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -1084725.375000 Penalty: 2258.062500
	Iteration 0F: 2 clusters Score -1084725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1077611.750000 Penalty: 4516.125000
	Iteration 0F: 3 clusters Score -1077612 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1079711.125000 Penalty: 4516.125000
	Iteration 1F: 3 clusters Score -1079711 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1080077.500000 Penalty: 4516.125000
	Iteration 2F: 3 clusters Score -1080078 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1080408.500000 Penalty: 4516.125000
	Iteration 3F: 3 clusters Score -1080408 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1080752.625000 Penalty: 4516.125000
	Iteration 4F: 3 clusters Score -1080753 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1081096.375000 Penalty: 4516.125000
	Iteration 5F: 3 clusters Score -1081096 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1081434.875000 Penalty: 4516.125000
	Iteration 6F: 3 clusters Score -1081435 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1081711.875000 Penalty: 4516.125000
	Iteration 7Q: 3 clusters Score -1081712 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1081903.875000 Penalty: 4516.125000
	Iteration 8Q: 3 clusters Score -1081904 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1082068.250000 Penalty: 4516.125000
	Iteration 9Q: 3 clusters Score -1082068 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1082203.500000 Penalty: 4516.125000
	Iteration 10Q: 3 clusters Score -1082204 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1082348.375000 Penalty: 4516.125000
	Iteration 11Q: 3 clusters Score -1082348 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1082473.625000 Penalty: 4516.125000
	Iteration 12Q: 3 clusters Score -1082474 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1082574.375000 Penalty: 4516.125000
	Iteration 13Q: 3 clusters Score -1082574 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1082671.500000 Penalty: 4516.125000
	Iteration 14Q: 3 clusters Score -1082672 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1082769.625000 Penalty: 4516.125000
	Iteration 15Q: 3 clusters Score -1082770 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1082839.625000 Penalty: 4516.125000
	Iteration 16Q: 3 clusters Score -1082840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1082888.500000 Penalty: 4516.125000
	Iteration 17Q: 3 clusters Score -1082888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1082933.750000 Penalty: 4516.125000
	Iteration 18Q: 3 clusters Score -1082934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1082968.625000 Penalty: 4516.125000
	Iteration 19Q: 3 clusters Score -1082969 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1082988.875000 Penalty: 4516.125000
	Iteration 20F: 3 clusters Score -1082989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1083021.250000 Penalty: 4516.125000
	Iteration 21Q: 3 clusters Score -1083021 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1083074.125000 Penalty: 4516.125000
	Iteration 22Q: 3 clusters Score -1083074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1083133.500000 Penalty: 4516.125000
	Iteration 23Q: 3 clusters Score -1083134 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1083204.750000 Penalty: 4516.125000
	Iteration 24Q: 3 clusters Score -1083205 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1083270.375000 Penalty: 4516.125000
	Iteration 25Q: 3 clusters Score -1083270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1083323.000000 Penalty: 4516.125000
	Iteration 26Q: 3 clusters Score -1083323 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1083368.000000 Penalty: 4516.125000
	Iteration 27Q: 3 clusters Score -1083368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1083393.250000 Penalty: 4516.125000
	Iteration 28Q: 3 clusters Score -1083393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1083415.875000 Penalty: 4516.125000
	Iteration 29Q: 3 clusters Score -1083416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1083432.500000 Penalty: 4516.125000
	Iteration 30Q: 3 clusters Score -1083432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1083442.000000 Penalty: 4516.125000
	Iteration 31Q: 3 clusters Score -1083442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1083451.500000 Penalty: 4516.125000
	Iteration 32Q: 3 clusters Score -1083452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1083460.250000 Penalty: 4516.125000
	Iteration 33Q: 3 clusters Score -1083460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1083469.375000 Penalty: 4516.125000
	Iteration 34Q: 3 clusters Score -1083469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1083479.500000 Penalty: 4516.125000
	Iteration 35Q: 3 clusters Score -1083480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1083485.500000 Penalty: 4516.125000
	Iteration 36Q: 3 clusters Score -1083486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1083492.125000 Penalty: 4516.125000
	Iteration 37Q: 3 clusters Score -1083492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1083496.000000 Penalty: 4516.125000
	Iteration 38Q: 3 clusters Score -1083496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1083500.375000 Penalty: 4516.125000
	Iteration 39Q: 3 clusters Score -1083500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1083504.625000 Penalty: 4516.125000
	Iteration 40F: 3 clusters Score -1083505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1083507.875000 Penalty: 4516.125000
	Iteration 41Q: 3 clusters Score -1083508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1083509.875000 Penalty: 4516.125000
	Iteration 42Q: 3 clusters Score -1083510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1083513.750000 Penalty: 4516.125000
	Iteration 43Q: 3 clusters Score -1083514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1083518.000000 Penalty: 4516.125000
	Iteration 44Q: 3 clusters Score -1083518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1083522.875000 Penalty: 4516.125000
	Iteration 45Q: 3 clusters Score -1083523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1083525.000000 Penalty: 4516.125000
	Iteration 46Q: 3 clusters Score -1083525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1083527.125000 Penalty: 4516.125000
	Iteration 47Q: 3 clusters Score -1083527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1083530.625000 Penalty: 4516.125000
	Iteration 48Q: 3 clusters Score -1083531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1083533.125000 Penalty: 4516.125000
	Iteration 49Q: 3 clusters Score -1083533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1083532.750000 Penalty: 4516.125000
	Iteration 50Q: 3 clusters Score -1083533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1083535.125000 Penalty: 4516.125000
	Iteration 51Q: 3 clusters Score -1083535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1083538.000000 Penalty: 4516.125000
	Iteration 52Q: 3 clusters Score -1083538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1083540.500000 Penalty: 4516.125000
	Iteration 53Q: 3 clusters Score -1083540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1083542.375000 Penalty: 4516.125000
	Iteration 54Q: 3 clusters Score -1083542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1083544.000000 Penalty: 4516.125000
	Iteration 55Q: 3 clusters Score -1083544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1083544.125000 Penalty: 4516.125000
	Iteration 56Q: 3 clusters Score -1083544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1083543.500000 Penalty: 4516.125000
	Iteration 57Q: 3 clusters Score -1083544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1083547.500000 Penalty: 4516.125000
	Iteration 58Q: 3 clusters Score -1083548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1083548.625000 Penalty: 4516.125000
	Iteration 59Q: 3 clusters Score -1083549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1083550.750000 Penalty: 4516.125000
	Iteration 60F: 3 clusters Score -1083551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1083553.875000 Penalty: 4516.125000
	Iteration 61Q: 3 clusters Score -1083554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1083554.125000 Penalty: 4516.125000
	Iteration 62Q: 3 clusters Score -1083554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1083555.250000 Penalty: 4516.125000
	Iteration 63Q: 3 clusters Score -1083555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1083557.875000 Penalty: 4516.125000
	Iteration 64Q: 3 clusters Score -1083558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1083561.750000 Penalty: 4516.125000
	Iteration 65Q: 3 clusters Score -1083562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1083564.250000 Penalty: 4516.125000
	Iteration 66Q: 3 clusters Score -1083564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1083570.125000 Penalty: 4516.125000
	Iteration 67Q: 3 clusters Score -1083570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1083577.000000 Penalty: 4516.125000
	Iteration 68Q: 3 clusters Score -1083577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1083581.500000 Penalty: 4516.125000
	Iteration 69Q: 3 clusters Score -1083582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1083590.125000 Penalty: 4516.125000
	Iteration 70Q: 3 clusters Score -1083590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1083592.625000 Penalty: 4516.125000
	Iteration 71Q: 3 clusters Score -1083593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1083595.375000 Penalty: 4516.125000
	Iteration 72Q: 3 clusters Score -1083595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1083603.375000 Penalty: 4516.125000
	Iteration 73Q: 3 clusters Score -1083603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1083606.500000 Penalty: 4516.125000
	Iteration 74Q: 3 clusters Score -1083606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1083610.125000 Penalty: 4516.125000
	Iteration 75Q: 3 clusters Score -1083610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1083612.625000 Penalty: 4516.125000
	Iteration 76Q: 3 clusters Score -1083613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1083614.125000 Penalty: 4516.125000
	Iteration 77Q: 3 clusters Score -1083614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1083618.000000 Penalty: 4516.125000
	Iteration 78Q: 3 clusters Score -1083618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1083620.125000 Penalty: 4516.125000
	Iteration 79Q: 3 clusters Score -1083620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1083628.625000 Penalty: 4516.125000
	Iteration 80F: 3 clusters Score -1083629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1083631.875000 Penalty: 4516.125000
	Iteration 81Q: 3 clusters Score -1083632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1083638.875000 Penalty: 4516.125000
	Iteration 82Q: 3 clusters Score -1083639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1083647.875000 Penalty: 4516.125000
	Iteration 83Q: 3 clusters Score -1083648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1083659.875000 Penalty: 4516.125000
	Iteration 84Q: 3 clusters Score -1083660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1083670.000000 Penalty: 4516.125000
	Iteration 85Q: 3 clusters Score -1083670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1083679.125000 Penalty: 4516.125000
	Iteration 86Q: 3 clusters Score -1083679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1083688.625000 Penalty: 4516.125000
	Iteration 87Q: 3 clusters Score -1083689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1083698.625000 Penalty: 4516.125000
	Iteration 88Q: 3 clusters Score -1083699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1083712.125000 Penalty: 4516.125000
	Iteration 89Q: 3 clusters Score -1083712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1083726.750000 Penalty: 4516.125000
	Iteration 90Q: 3 clusters Score -1083727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1083744.875000 Penalty: 4516.125000
	Iteration 91Q: 3 clusters Score -1083745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1083762.500000 Penalty: 4516.125000
	Iteration 92Q: 3 clusters Score -1083762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1083781.500000 Penalty: 4516.125000
	Iteration 93Q: 3 clusters Score -1083782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1083806.500000 Penalty: 4516.125000
	Iteration 94Q: 3 clusters Score -1083806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1083835.000000 Penalty: 4516.125000
	Iteration 95Q: 3 clusters Score -1083835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1083861.750000 Penalty: 4516.125000
	Iteration 96Q: 3 clusters Score -1083862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1083877.250000 Penalty: 4516.125000
	Iteration 97Q: 3 clusters Score -1083877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1083891.000000 Penalty: 4516.125000
	Iteration 98Q: 3 clusters Score -1083891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1083904.000000 Penalty: 4516.125000
	Iteration 99Q: 3 clusters Score -1083904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1083913.500000 Penalty: 4516.125000
	Iteration 100F: 3 clusters Score -1083914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1083922.125000 Penalty: 4516.125000
	Iteration 101Q: 3 clusters Score -1083922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1083928.000000 Penalty: 4516.125000
	Iteration 102Q: 3 clusters Score -1083928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1083933.500000 Penalty: 4516.125000
	Iteration 103Q: 3 clusters Score -1083934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1083943.625000 Penalty: 4516.125000
	Iteration 104Q: 3 clusters Score -1083944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1083944.500000 Penalty: 4516.125000
	Iteration 105Q: 3 clusters Score -1083944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1083945.625000 Penalty: 4516.125000
	Iteration 106Q: 3 clusters Score -1083946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1083948.625000 Penalty: 4516.125000
	Iteration 107Q: 3 clusters Score -1083949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1083948.625000 Penalty: 4516.125000
	Iteration 108Q: 3 clusters Score -1083949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1083953.000000 Penalty: 4516.125000
	Iteration 109Q: 3 clusters Score -1083953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1083954.250000 Penalty: 4516.125000
	Iteration 110Q: 3 clusters Score -1083954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1083955.625000 Penalty: 4516.125000
	Iteration 111Q: 3 clusters Score -1083956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1083956.375000 Penalty: 4516.125000
	Iteration 112Q: 3 clusters Score -1083956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1083959.750000 Penalty: 4516.125000
	Iteration 113Q: 3 clusters Score -1083960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1083958.375000 Penalty: 4516.125000
	Iteration 114Q: 3 clusters Score -1083958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1083958.500000 Penalty: 4516.125000
	Iteration 115Q: 3 clusters Score -1083958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1083958.625000 Penalty: 4516.125000
	Iteration 116Q: 3 clusters Score -1083959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1083958.250000 Penalty: 4516.125000
	Iteration 117Q: 3 clusters Score -1083958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1083961.750000 Penalty: 4516.125000
	Iteration 118Q: 3 clusters Score -1083962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1083959.875000 Penalty: 4516.125000
	Iteration 119Q: 3 clusters Score -1083960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1083961.375000 Penalty: 4516.125000
	Iteration 120F: 3 clusters Score -1083961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1083960.750000 Penalty: 4516.125000
	Iteration 121Q: 3 clusters Score -1083961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1083961.125000 Penalty: 4516.125000
	Iteration 122Q: 3 clusters Score -1083961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1083961.125000 Penalty: 4516.125000
	Iteration 123F: 3 clusters Score -1083961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Entering Unmasked Estep 
Score: -1929735.500000 Penalty: 2390.730469
	Iteration 0F: 2 clusters Score -1929736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1918583.500000 Penalty: 4781.460938
	Iteration 0F: 3 clusters Score -1918584 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1922177.375000 Penalty: 4781.460938
	Iteration 1F: 3 clusters Score -1922177 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1922654.125000 Penalty: 4781.460938
	Iteration 2F: 3 clusters Score -1922654 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1923113.875000 Penalty: 4781.460938
	Iteration 3F: 3 clusters Score -1923114 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1923575.875000 Penalty: 4781.460938
	Iteration 4F: 3 clusters Score -1923576 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1924040.250000 Penalty: 4781.460938
	Iteration 5F: 3 clusters Score -1924040 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1924551.500000 Penalty: 4781.460938
	Iteration 6F: 3 clusters Score -1924552 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1925051.125000 Penalty: 4781.460938
	Iteration 7Q: 3 clusters Score -1925051 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1925567.000000 Penalty: 4781.460938
	Iteration 8Q: 3 clusters Score -1925567 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1926047.375000 Penalty: 4781.460938
	Iteration 9Q: 3 clusters Score -1926047 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1926547.125000 Penalty: 4781.460938
	Iteration 10Q: 3 clusters Score -1926547 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1926996.875000 Penalty: 4781.460938
	Iteration 11Q: 3 clusters Score -1926997 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1927373.875000 Penalty: 4781.460938
	Iteration 12Q: 3 clusters Score -1927374 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1927614.125000 Penalty: 4781.460938
	Iteration 13Q: 3 clusters Score -1927614 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1927761.125000 Penalty: 4781.460938
	Iteration 14Q: 3 clusters Score -1927761 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1927879.125000 Penalty: 4781.460938
	Iteration 15Q: 3 clusters Score -1927879 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1927946.000000 Penalty: 4781.460938
	Iteration 16Q: 3 clusters Score -1927946 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1927994.125000 Penalty: 4781.460938
	Iteration 17Q: 3 clusters Score -1927994 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1928016.125000 Penalty: 4781.460938
	Iteration 18Q: 3 clusters Score -1928016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1928031.750000 Penalty: 4781.460938
	Iteration 19Q: 3 clusters Score -1928032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1928043.625000 Penalty: 4781.460938
	Iteration 20F: 3 clusters Score -1928044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1928048.250000 Penalty: 4781.460938
	Iteration 21Q: 3 clusters Score -1928048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1928054.375000 Penalty: 4781.460938
	Iteration 22Q: 3 clusters Score -1928054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1928064.500000 Penalty: 4781.460938
	Iteration 23Q: 3 clusters Score -1928064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1928067.500000 Penalty: 4781.460938
	Iteration 24Q: 3 clusters Score -1928068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1928069.875000 Penalty: 4781.460938
	Iteration 25Q: 3 clusters Score -1928070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1928070.375000 Penalty: 4781.460938
	Iteration 26Q: 3 clusters Score -1928070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1928073.625000 Penalty: 4781.460938
	Iteration 27Q: 3 clusters Score -1928074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1928070.875000 Penalty: 4781.460938
	Iteration 28Q: 3 clusters Score -1928071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1928068.875000 Penalty: 4781.460938
	Iteration 29Q: 3 clusters Score -1928069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1928074.250000 Penalty: 4781.460938
	Iteration 30Q: 3 clusters Score -1928074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1928076.500000 Penalty: 4781.460938
	Iteration 31Q: 3 clusters Score -1928076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1928076.375000 Penalty: 4781.460938
	Iteration 32Q: 3 clusters Score -1928076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1928076.375000 Penalty: 4781.460938
	Iteration 33F: 3 clusters Score -1928076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (78244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Entering Unmasked Estep 
Score: -10115804.000000 Penalty: 2794.361816
	Iteration 0F: 2 clusters Score -1.01158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -10063477.000000 Penalty: 5588.723633
	Iteration 0F: 3 clusters Score -1.006348e+07 nChanged 36700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -10084478.000000 Penalty: 5588.723633
	Iteration 1F: 3 clusters Score -1.008448e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -10085088.000000 Penalty: 5588.723633
	Iteration 2Q: 3 clusters Score -1.008509e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -10085757.000000 Penalty: 5588.723633
	Iteration 3Q: 3 clusters Score -1.008576e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -10086476.000000 Penalty: 5588.723633
	Iteration 4Q: 3 clusters Score -1.008648e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -10087468.000000 Penalty: 5588.723633
	Iteration 5Q: 3 clusters Score -1.008747e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -10088828.000000 Penalty: 5588.723633
	Iteration 6Q: 3 clusters Score -1.008883e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -10090675.000000 Penalty: 5588.723633
	Iteration 7Q: 3 clusters Score -1.009068e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -10093056.000000 Penalty: 5588.723633
	Iteration 8F: 3 clusters Score -1.009306e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -10096141.000000 Penalty: 5588.723633
	Iteration 9F: 3 clusters Score -1.009614e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -10099820.000000 Penalty: 5588.723633
	Iteration 10F: 3 clusters Score -1.009982e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -10103440.000000 Penalty: 5588.723633
	Iteration 11F: 3 clusters Score -1.010344e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -10106596.000000 Penalty: 5588.723633
	Iteration 12Q: 3 clusters Score -1.01066e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -10108426.000000 Penalty: 5588.723633
	Iteration 13Q: 3 clusters Score -1.010843e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70277 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -10109535.000000 Penalty: 5588.723633
	Iteration 14Q: 3 clusters Score -1.010954e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -10110223.000000 Penalty: 5588.723633
	Iteration 15Q: 3 clusters Score -1.011022e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -10110687.000000 Penalty: 5588.723633
	Iteration 16Q: 3 clusters Score -1.011069e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -10111035.000000 Penalty: 5588.723633
	Iteration 17Q: 3 clusters Score -1.011104e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -10111338.000000 Penalty: 5588.723633
	Iteration 18Q: 3 clusters Score -1.011134e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73989 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -10111622.000000 Penalty: 5588.723633
	Iteration 19Q: 3 clusters Score -1.011162e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -10111872.000000 Penalty: 5588.723633
	Iteration 20F: 3 clusters Score -1.011187e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -10112105.000000 Penalty: 5588.723633
	Iteration 21Q: 3 clusters Score -1.01121e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -10112299.000000 Penalty: 5588.723633
	Iteration 22Q: 3 clusters Score -1.01123e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -10112460.000000 Penalty: 5588.723633
	Iteration 23Q: 3 clusters Score -1.011246e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -10112594.000000 Penalty: 5588.723633
	Iteration 24Q: 3 clusters Score -1.011259e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -10112712.000000 Penalty: 5588.723633
	Iteration 25Q: 3 clusters Score -1.011271e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76514 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -10112798.000000 Penalty: 5588.723633
	Iteration 26Q: 3 clusters Score -1.01128e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -10112875.000000 Penalty: 5588.723633
	Iteration 27Q: 3 clusters Score -1.011288e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -10112948.000000 Penalty: 5588.723633
	Iteration 28Q: 3 clusters Score -1.011295e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10113002.000000 Penalty: 5588.723633
	Iteration 29Q: 3 clusters Score -1.0113e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -10113092.000000 Penalty: 5588.723633
	Iteration 30Q: 3 clusters Score -1.011309e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10113156.000000 Penalty: 5588.723633
	Iteration 31Q: 3 clusters Score -1.011316e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77216 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10113190.000000 Penalty: 5588.723633
	Iteration 32Q: 3 clusters Score -1.011319e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77275 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10113218.000000 Penalty: 5588.723633
	Iteration 33Q: 3 clusters Score -1.011322e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10113242.000000 Penalty: 5588.723633
	Iteration 34Q: 3 clusters Score -1.011324e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10113276.000000 Penalty: 5588.723633
	Iteration 35Q: 3 clusters Score -1.011328e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10113306.000000 Penalty: 5588.723633
	Iteration 36Q: 3 clusters Score -1.011331e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10113326.000000 Penalty: 5588.723633
	Iteration 37Q: 3 clusters Score -1.011333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77474 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10113328.000000 Penalty: 5588.723633
	Iteration 38Q: 3 clusters Score -1.011333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10113331.000000 Penalty: 5588.723633
	Iteration 39Q: 3 clusters Score -1.011333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10113348.000000 Penalty: 5588.723633
	Iteration 40F: 3 clusters Score -1.011335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10113344.000000 Penalty: 5588.723633
	Iteration 41Q: 3 clusters Score -1.011334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10113341.000000 Penalty: 5588.723633
	Iteration 42Q: 3 clusters Score -1.011334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10113348.000000 Penalty: 5588.723633
	Iteration 43Q: 3 clusters Score -1.011335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10113367.000000 Penalty: 5588.723633
	Iteration 44Q: 3 clusters Score -1.011337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10113371.000000 Penalty: 5588.723633
	Iteration 45Q: 3 clusters Score -1.011337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10113363.000000 Penalty: 5588.723633
	Iteration 46Q: 3 clusters Score -1.011336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77562 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10113363.000000 Penalty: 5588.723633
	Iteration 47Q: 3 clusters Score -1.011336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10113370.000000 Penalty: 5588.723633
	Iteration 48Q: 3 clusters Score -1.011337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10113367.000000 Penalty: 5588.723633
	Iteration 49Q: 3 clusters Score -1.011337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10113378.000000 Penalty: 5588.723633
	Iteration 50Q: 3 clusters Score -1.011338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10113369.000000 Penalty: 5588.723633
	Iteration 51Q: 3 clusters Score -1.011337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10113372.000000 Penalty: 5588.723633
	Iteration 52Q: 3 clusters Score -1.011337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10113372.000000 Penalty: 5588.723633
	Iteration 53F: 3 clusters Score -1.011337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101145 members 
Entering Unmasked Estep 
Score: -12746471.000000 Penalty: 2858.028809
	Iteration 0F: 2 clusters Score -1.274647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -12679059.000000 Penalty: 5716.057617
	Iteration 0F: 3 clusters Score -1.267906e+07 nChanged 47596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -12706283.000000 Penalty: 5716.057617
	Iteration 1F: 3 clusters Score -1.270628e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -12707737.000000 Penalty: 5716.057617
	Iteration 2Q: 3 clusters Score -1.270774e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -12709889.000000 Penalty: 5716.057617
	Iteration 3Q: 3 clusters Score -1.270989e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -12712916.000000 Penalty: 5716.057617
	Iteration 4F: 3 clusters Score -1.271292e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -12716711.000000 Penalty: 5716.057617
	Iteration 5F: 3 clusters Score -1.271671e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
Score: -12721120.000000 Penalty: 5716.057617
	Iteration 6F: 3 clusters Score -1.272112e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -12725900.000000 Penalty: 5716.057617
	Iteration 7F: 3 clusters Score -1.27259e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -12730498.000000 Penalty: 5716.057617
	Iteration 8F: 3 clusters Score -1.27305e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -12734751.000000 Penalty: 5716.057617
	Iteration 9F: 3 clusters Score -1.273475e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -12738514.000000 Penalty: 5716.057617
	Iteration 10Q: 3 clusters Score -1.273851e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
Score: -12741193.000000 Penalty: 5716.057617
	Iteration 11Q: 3 clusters Score -1.274119e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
Score: -12742704.000000 Penalty: 5716.057617
	Iteration 12Q: 3 clusters Score -1.27427e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -12743368.000000 Penalty: 5716.057617
	Iteration 13Q: 3 clusters Score -1.274337e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 100439 members 
Entering Unmasked Estep 
Score: -12743651.000000 Penalty: 5716.057617
	Iteration 14Q: 3 clusters Score -1.274365e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 100602 members 
Entering Unmasked Estep 
Score: -12743778.000000 Penalty: 5716.057617
	Iteration 15Q: 3 clusters Score -1.274378e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 100680 members 
Entering Unmasked Estep 
Score: -12743863.000000 Penalty: 5716.057617
	Iteration 16Q: 3 clusters Score -1.274386e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 100716 members 
Entering Unmasked Estep 
Score: -12743903.000000 Penalty: 5716.057617
	Iteration 17Q: 3 clusters Score -1.27439e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 100740 members 
Entering Unmasked Estep 
Score: -12743941.000000 Penalty: 5716.057617
	Iteration 18Q: 3 clusters Score -1.274394e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 100753 members 
Entering Unmasked Estep 
Score: -12743946.000000 Penalty: 5716.057617
	Iteration 19Q: 3 clusters Score -1.274395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -12743956.000000 Penalty: 5716.057617
	Iteration 20F: 3 clusters Score -1.274396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -12743959.000000 Penalty: 5716.057617
	Iteration 21Q: 3 clusters Score -1.274396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 100768 members 
Entering Unmasked Estep 
Score: -12743967.000000 Penalty: 5716.057617
	Iteration 22Q: 3 clusters Score -1.274397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 100771 members 
Entering Unmasked Estep 
Score: -12743970.000000 Penalty: 5716.057617
	Iteration 23Q: 3 clusters Score -1.274397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -12743968.000000 Penalty: 5716.057617
	Iteration 24Q: 3 clusters Score -1.274397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 100774 members 
Entering Unmasked Estep 
Score: -12743983.000000 Penalty: 5716.057617
	Iteration 25Q: 3 clusters Score -1.274398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -12743980.000000 Penalty: 5716.057617
	Iteration 26Q: 3 clusters Score -1.274398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -12743980.000000 Penalty: 5716.057617
	Iteration 27F: 3 clusters Score -1.274398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Entering Unmasked Estep 
Score: -3890518.500000 Penalty: 2564.319824
	Iteration 0F: 2 clusters Score -3890518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3869378.250000 Penalty: 5128.639648
	Iteration 0F: 3 clusters Score -3869378 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3877366.000000 Penalty: 5128.639648
	Iteration 1F: 3 clusters Score -3877366 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3878296.000000 Penalty: 5128.639648
	Iteration 2F: 3 clusters Score -3878296 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3879320.000000 Penalty: 5128.639648
	Iteration 3F: 3 clusters Score -3879320 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3880458.500000 Penalty: 5128.639648
	Iteration 4F: 3 clusters Score -3880458 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3881610.750000 Penalty: 5128.639648
	Iteration 5F: 3 clusters Score -3881611 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -3882668.500000 Penalty: 5128.639648
	Iteration 6F: 3 clusters Score -3882668 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3883518.250000 Penalty: 5128.639648
	Iteration 7F: 3 clusters Score -3883518 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3884163.250000 Penalty: 5128.639648
	Iteration 8Q: 3 clusters Score -3884163 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3884649.500000 Penalty: 5128.639648
	Iteration 9Q: 3 clusters Score -3884650 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3885010.750000 Penalty: 5128.639648
	Iteration 10Q: 3 clusters Score -3885011 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3885314.500000 Penalty: 5128.639648
	Iteration 11Q: 3 clusters Score -3885314 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3885515.500000 Penalty: 5128.639648
	Iteration 12Q: 3 clusters Score -3885516 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3885689.250000 Penalty: 5128.639648
	Iteration 13Q: 3 clusters Score -3885689 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3885838.250000 Penalty: 5128.639648
	Iteration 14Q: 3 clusters Score -3885838 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -3886021.750000 Penalty: 5128.639648
	Iteration 15Q: 3 clusters Score -3886022 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -3886205.250000 Penalty: 5128.639648
	Iteration 16Q: 3 clusters Score -3886205 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -3886420.500000 Penalty: 5128.639648
	Iteration 17Q: 3 clusters Score -3886420 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3886620.000000 Penalty: 5128.639648
	Iteration 18Q: 3 clusters Score -3886620 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3886868.000000 Penalty: 5128.639648
	Iteration 19Q: 3 clusters Score -3886868 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3887072.250000 Penalty: 5128.639648
	Iteration 20F: 3 clusters Score -3887072 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3887267.250000 Penalty: 5128.639648
	Iteration 21Q: 3 clusters Score -3887267 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3887472.500000 Penalty: 5128.639648
	Iteration 22Q: 3 clusters Score -3887472 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3887620.500000 Penalty: 5128.639648
	Iteration 23Q: 3 clusters Score -3887620 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3887725.250000 Penalty: 5128.639648
	Iteration 24Q: 3 clusters Score -3887725 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3887822.500000 Penalty: 5128.639648
	Iteration 25Q: 3 clusters Score -3887822 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3887904.750000 Penalty: 5128.639648
	Iteration 26Q: 3 clusters Score -3887905 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3887976.250000 Penalty: 5128.639648
	Iteration 27Q: 3 clusters Score -3887976 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3888042.500000 Penalty: 5128.639648
	Iteration 28Q: 3 clusters Score -3888042 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3888087.500000 Penalty: 5128.639648
	Iteration 29Q: 3 clusters Score -3888088 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3888133.000000 Penalty: 5128.639648
	Iteration 30Q: 3 clusters Score -3888133 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3888162.250000 Penalty: 5128.639648
	Iteration 31Q: 3 clusters Score -3888162 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3888183.250000 Penalty: 5128.639648
	Iteration 32Q: 3 clusters Score -3888183 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3888208.500000 Penalty: 5128.639648
	Iteration 33Q: 3 clusters Score -3888208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3888222.750000 Penalty: 5128.639648
	Iteration 34Q: 3 clusters Score -3888223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3888240.000000 Penalty: 5128.639648
	Iteration 35Q: 3 clusters Score -3888240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3888255.500000 Penalty: 5128.639648
	Iteration 36Q: 3 clusters Score -3888256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3888263.750000 Penalty: 5128.639648
	Iteration 37Q: 3 clusters Score -3888264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3888278.000000 Penalty: 5128.639648
	Iteration 38Q: 3 clusters Score -3888278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3888284.000000 Penalty: 5128.639648
	Iteration 39Q: 3 clusters Score -3888284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3888300.000000 Penalty: 5128.639648
	Iteration 40F: 3 clusters Score -3888300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3888307.250000 Penalty: 5128.639648
	Iteration 41Q: 3 clusters Score -3888307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3888317.000000 Penalty: 5128.639648
	Iteration 42Q: 3 clusters Score -3888317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3888325.500000 Penalty: 5128.639648
	Iteration 43Q: 3 clusters Score -3888326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3888328.500000 Penalty: 5128.639648
	Iteration 44Q: 3 clusters Score -3888328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3888340.250000 Penalty: 5128.639648
	Iteration 45Q: 3 clusters Score -3888340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3888348.250000 Penalty: 5128.639648
	Iteration 46Q: 3 clusters Score -3888348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3888349.500000 Penalty: 5128.639648
	Iteration 47Q: 3 clusters Score -3888350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3888360.000000 Penalty: 5128.639648
	Iteration 48Q: 3 clusters Score -3888360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3888354.000000 Penalty: 5128.639648
	Iteration 49Q: 3 clusters Score -3888354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3888355.500000 Penalty: 5128.639648
	Iteration 50Q: 3 clusters Score -3888356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3888360.250000 Penalty: 5128.639648
	Iteration 51Q: 3 clusters Score -3888360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3888359.500000 Penalty: 5128.639648
	Iteration 52Q: 3 clusters Score -3888360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3888365.500000 Penalty: 5128.639648
	Iteration 53Q: 3 clusters Score -3888366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3888367.500000 Penalty: 5128.639648
	Iteration 54Q: 3 clusters Score -3888368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3888369.750000 Penalty: 5128.639648
	Iteration 55Q: 3 clusters Score -3888370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3888377.750000 Penalty: 5128.639648
	Iteration 56Q: 3 clusters Score -3888378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3888379.500000 Penalty: 5128.639648
	Iteration 57Q: 3 clusters Score -3888380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3888383.500000 Penalty: 5128.639648
	Iteration 58Q: 3 clusters Score -3888384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3888384.250000 Penalty: 5128.639648
	Iteration 59Q: 3 clusters Score -3888384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3888381.500000 Penalty: 5128.639648
	Iteration 60F: 3 clusters Score -3888382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3888382.250000 Penalty: 5128.639648
	Iteration 61Q: 3 clusters Score -3888382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3888382.750000 Penalty: 5128.639648
	Iteration 62Q: 3 clusters Score -3888383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3888387.000000 Penalty: 5128.639648
	Iteration 63Q: 3 clusters Score -3888387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3888388.000000 Penalty: 5128.639648
	Iteration 64Q: 3 clusters Score -3888388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3888393.000000 Penalty: 5128.639648
	Iteration 65Q: 3 clusters Score -3888393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3888395.500000 Penalty: 5128.639648
	Iteration 66Q: 3 clusters Score -3888396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3888397.250000 Penalty: 5128.639648
	Iteration 67Q: 3 clusters Score -3888397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3888401.500000 Penalty: 5128.639648
	Iteration 68Q: 3 clusters Score -3888402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3888401.250000 Penalty: 5128.639648
	Iteration 69Q: 3 clusters Score -3888401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3888400.500000 Penalty: 5128.639648
	Iteration 70Q: 3 clusters Score -3888400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3888403.250000 Penalty: 5128.639648
	Iteration 71Q: 3 clusters Score -3888403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3888402.250000 Penalty: 5128.639648
	Iteration 72Q: 3 clusters Score -3888402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3888403.250000 Penalty: 5128.639648
	Iteration 73Q: 3 clusters Score -3888403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3888403.250000 Penalty: 5128.639648
	Iteration 74F: 3 clusters Score -3888403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152690 members 
Entering Unmasked Estep 
Score: -19786896.000000 Penalty: 2960.168945
	Iteration 0F: 2 clusters Score -1.97869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -19686826.000000 Penalty: 5920.337891
	Iteration 0F: 3 clusters Score -1.968683e+07 nChanged 73212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76690 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -19729834.000000 Penalty: 5920.337891
	Iteration 1F: 3 clusters Score -1.972983e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 75691 members 
Entering Unmasked Estep 
Score: -19731282.000000 Penalty: 5920.337891
	Iteration 2Q: 3 clusters Score -1.973128e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 75125 members 
Entering Unmasked Estep 
Score: -19733118.000000 Penalty: 5920.337891
	Iteration 3Q: 3 clusters Score -1.973312e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -19735620.000000 Penalty: 5920.337891
	Iteration 4Q: 3 clusters Score -1.973562e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -19739044.000000 Penalty: 5920.337891
	Iteration 5Q: 3 clusters Score -1.973904e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
Score: -19743330.000000 Penalty: 5920.337891
	Iteration 6F: 3 clusters Score -1.974333e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -19748966.000000 Penalty: 5920.337891
	Iteration 7F: 3 clusters Score -1.974897e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -19755870.000000 Penalty: 5920.337891
	Iteration 8F: 3 clusters Score -1.975587e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94053 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -19762400.000000 Penalty: 5920.337891
	Iteration 9F: 3 clusters Score -1.97624e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97205 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -19766380.000000 Penalty: 5920.337891
	Iteration 10F: 3 clusters Score -1.976638e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -19768228.000000 Penalty: 5920.337891
	Iteration 11Q: 3 clusters Score -1.976823e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102057 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -19769270.000000 Penalty: 5920.337891
	Iteration 12Q: 3 clusters Score -1.976927e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104417 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -19770030.000000 Penalty: 5920.337891
	Iteration 13Q: 3 clusters Score -1.977003e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -19770726.000000 Penalty: 5920.337891
	Iteration 14Q: 3 clusters Score -1.977073e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109529 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -19771552.000000 Penalty: 5920.337891
	Iteration 15Q: 3 clusters Score -1.977155e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112316 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -19772446.000000 Penalty: 5920.337891
	Iteration 16Q: 3 clusters Score -1.977245e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115255 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -19773394.000000 Penalty: 5920.337891
	Iteration 17Q: 3 clusters Score -1.977339e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118254 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -19774532.000000 Penalty: 5920.337891
	Iteration 18Q: 3 clusters Score -1.977453e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121401 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -19775520.000000 Penalty: 5920.337891
	Iteration 19Q: 3 clusters Score -1.977552e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124592 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -19776862.000000 Penalty: 5920.337891
	Iteration 20F: 3 clusters Score -1.977686e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127805 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -19778112.000000 Penalty: 5920.337891
	Iteration 21Q: 3 clusters Score -1.977811e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130927 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -19779456.000000 Penalty: 5920.337891
	Iteration 22Q: 3 clusters Score -1.977946e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133897 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -19781040.000000 Penalty: 5920.337891
	Iteration 23Q: 3 clusters Score -1.978104e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136509 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -19782074.000000 Penalty: 5920.337891
	Iteration 24Q: 3 clusters Score -1.978207e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138765 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -19782972.000000 Penalty: 5920.337891
	Iteration 25Q: 3 clusters Score -1.978297e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140719 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -19783648.000000 Penalty: 5920.337891
	Iteration 26Q: 3 clusters Score -1.978365e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142348 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -19784114.000000 Penalty: 5920.337891
	Iteration 27Q: 3 clusters Score -1.978411e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143763 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -19784662.000000 Penalty: 5920.337891
	Iteration 28Q: 3 clusters Score -1.978466e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144912 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -19785030.000000 Penalty: 5920.337891
	Iteration 29Q: 3 clusters Score -1.978503e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145899 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -19785200.000000 Penalty: 5920.337891
	Iteration 30Q: 3 clusters Score -1.97852e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146731 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -19785402.000000 Penalty: 5920.337891
	Iteration 31Q: 3 clusters Score -1.97854e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147366 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -19785552.000000 Penalty: 5920.337891
	Iteration 32Q: 3 clusters Score -1.978555e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147857 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -19785624.000000 Penalty: 5920.337891
	Iteration 33Q: 3 clusters Score -1.978562e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148271 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -19785674.000000 Penalty: 5920.337891
	Iteration 34Q: 3 clusters Score -1.978567e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148580 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -19785710.000000 Penalty: 5920.337891
	Iteration 35Q: 3 clusters Score -1.978571e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148852 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -19785762.000000 Penalty: 5920.337891
	Iteration 36Q: 3 clusters Score -1.978576e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149068 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -19785722.000000 Penalty: 5920.337891
	Iteration 37Q: 3 clusters Score -1.978572e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149264 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -19785716.000000 Penalty: 5920.337891
	Iteration 38Q: 3 clusters Score -1.978572e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149453 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -19785740.000000 Penalty: 5920.337891
	Iteration 39Q: 3 clusters Score -1.978574e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -19785736.000000 Penalty: 5920.337891
	Iteration 40F: 3 clusters Score -1.978574e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149762 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -19785718.000000 Penalty: 5920.337891
	Iteration 41Q: 3 clusters Score -1.978572e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149876 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -19785724.000000 Penalty: 5920.337891
	Iteration 42Q: 3 clusters Score -1.978572e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -19785698.000000 Penalty: 5920.337891
	Iteration 43Q: 3 clusters Score -1.97857e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150090 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -19785664.000000 Penalty: 5920.337891
	Iteration 44Q: 3 clusters Score -1.978566e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150165 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -19785632.000000 Penalty: 5920.337891
	Iteration 45Q: 3 clusters Score -1.978563e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150217 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -19785586.000000 Penalty: 5920.337891
	Iteration 46Q: 3 clusters Score -1.978559e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150264 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -19785628.000000 Penalty: 5920.337891
	Iteration 47Q: 3 clusters Score -1.978563e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150312 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -19785640.000000 Penalty: 5920.337891
	Iteration 48Q: 3 clusters Score -1.978564e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150360 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -19785650.000000 Penalty: 5920.337891
	Iteration 49Q: 3 clusters Score -1.978565e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150411 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -19785682.000000 Penalty: 5920.337891
	Iteration 50Q: 3 clusters Score -1.978568e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -19785658.000000 Penalty: 5920.337891
	Iteration 51Q: 3 clusters Score -1.978566e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150496 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -19785658.000000 Penalty: 5920.337891
	Iteration 52Q: 3 clusters Score -1.978566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150522 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -19785656.000000 Penalty: 5920.337891
	Iteration 53Q: 3 clusters Score -1.978566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150533 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -19785672.000000 Penalty: 5920.337891
	Iteration 54Q: 3 clusters Score -1.978567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150548 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -19785672.000000 Penalty: 5920.337891
	Iteration 55Q: 3 clusters Score -1.978567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150558 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -19785660.000000 Penalty: 5920.337891
	Iteration 56Q: 3 clusters Score -1.978566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150570 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -19785656.000000 Penalty: 5920.337891
	Iteration 57Q: 3 clusters Score -1.978566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150581 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -19785668.000000 Penalty: 5920.337891
	Iteration 58Q: 3 clusters Score -1.978567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150596 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -19785674.000000 Penalty: 5920.337891
	Iteration 59Q: 3 clusters Score -1.978567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150612 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -19785646.000000 Penalty: 5920.337891
	Iteration 60F: 3 clusters Score -1.978565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150629 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -19785634.000000 Penalty: 5920.337891
	Iteration 61Q: 3 clusters Score -1.978563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150645 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -19785632.000000 Penalty: 5920.337891
	Iteration 62Q: 3 clusters Score -1.978563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150652 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19785656.000000 Penalty: 5920.337891
	Iteration 63Q: 3 clusters Score -1.978566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150656 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -19785652.000000 Penalty: 5920.337891
	Iteration 64Q: 3 clusters Score -1.978565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150661 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -19785646.000000 Penalty: 5920.337891
	Iteration 65Q: 3 clusters Score -1.978565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150668 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -19785642.000000 Penalty: 5920.337891
	Iteration 66Q: 3 clusters Score -1.978564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150675 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -19785658.000000 Penalty: 5920.337891
	Iteration 67Q: 3 clusters Score -1.978566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -19785650.000000 Penalty: 5920.337891
	Iteration 68Q: 3 clusters Score -1.978565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150681 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -19785648.000000 Penalty: 5920.337891
	Iteration 69Q: 3 clusters Score -1.978565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150681 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -19785650.000000 Penalty: 5920.337891
	Iteration 70Q: 3 clusters Score -1.978565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150681 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -19785650.000000 Penalty: 5920.337891
	Iteration 71F: 3 clusters Score -1.978565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Entering Unmasked Estep 
Score: -962086.437500 Penalty: 2227.893066
	Iteration 0F: 2 clusters Score -962086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -955669.625000 Penalty: 4455.786133
	Iteration 0F: 3 clusters Score -955669.6 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -957397.875000 Penalty: 4455.786133
	Iteration 1F: 3 clusters Score -957397.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -957713.125000 Penalty: 4455.786133
	Iteration 2F: 3 clusters Score -957713.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -957890.625000 Penalty: 4455.786133
	Iteration 3F: 3 clusters Score -957890.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -958010.062500 Penalty: 4455.786133
	Iteration 4Q: 3 clusters Score -958010.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -958101.250000 Penalty: 4455.786133
	Iteration 5Q: 3 clusters Score -958101.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -958181.187500 Penalty: 4455.786133
	Iteration 6Q: 3 clusters Score -958181.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -958266.062500 Penalty: 4455.786133
	Iteration 7Q: 3 clusters Score -958266.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -958347.812500 Penalty: 4455.786133
	Iteration 8Q: 3 clusters Score -958347.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -958446.125000 Penalty: 4455.786133
	Iteration 9Q: 3 clusters Score -958446.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -958589.937500 Penalty: 4455.786133
	Iteration 10Q: 3 clusters Score -958589.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -958720.687500 Penalty: 4455.786133
	Iteration 11Q: 3 clusters Score -958720.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -958847.937500 Penalty: 4455.786133
	Iteration 12Q: 3 clusters Score -958847.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -959019.062500 Penalty: 4455.786133
	Iteration 13Q: 3 clusters Score -959019.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -959197.625000 Penalty: 4455.786133
	Iteration 14Q: 3 clusters Score -959197.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -959372.937500 Penalty: 4455.786133
	Iteration 15Q: 3 clusters Score -959372.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -959530.500000 Penalty: 4455.786133
	Iteration 16Q: 3 clusters Score -959530.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -959696.312500 Penalty: 4455.786133
	Iteration 17Q: 3 clusters Score -959696.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -959832.000000 Penalty: 4455.786133
	Iteration 18Q: 3 clusters Score -959832 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -959941.187500 Penalty: 4455.786133
	Iteration 19Q: 3 clusters Score -959941.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -960025.875000 Penalty: 4455.786133
	Iteration 20F: 3 clusters Score -960025.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -960085.625000 Penalty: 4455.786133
	Iteration 21Q: 3 clusters Score -960085.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -960128.000000 Penalty: 4455.786133
	Iteration 22Q: 3 clusters Score -960128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -960177.875000 Penalty: 4455.786133
	Iteration 23Q: 3 clusters Score -960177.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -960215.000000 Penalty: 4455.786133
	Iteration 24Q: 3 clusters Score -960215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -960244.687500 Penalty: 4455.786133
	Iteration 25Q: 3 clusters Score -960244.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -960270.562500 Penalty: 4455.786133
	Iteration 26Q: 3 clusters Score -960270.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -960289.500000 Penalty: 4455.786133
	Iteration 27Q: 3 clusters Score -960289.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -960305.875000 Penalty: 4455.786133
	Iteration 28Q: 3 clusters Score -960305.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -960315.375000 Penalty: 4455.786133
	Iteration 29Q: 3 clusters Score -960315.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -960326.000000 Penalty: 4455.786133
	Iteration 30Q: 3 clusters Score -960326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -960338.375000 Penalty: 4455.786133
	Iteration 31Q: 3 clusters Score -960338.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -960342.375000 Penalty: 4455.786133
	Iteration 32Q: 3 clusters Score -960342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -960346.125000 Penalty: 4455.786133
	Iteration 33Q: 3 clusters Score -960346.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -960346.125000 Penalty: 4455.786133
	Iteration 34F: 3 clusters Score -960346.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Entering Unmasked Estep 
Score: -1595010.625000 Penalty: 2356.949951
	Iteration 0F: 2 clusters Score -1595011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1585145.750000 Penalty: 4713.899902
	Iteration 0F: 3 clusters Score -1585146 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1588421.625000 Penalty: 4713.899902
	Iteration 1F: 3 clusters Score -1588422 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1588963.625000 Penalty: 4713.899902
	Iteration 2F: 3 clusters Score -1588964 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1589428.750000 Penalty: 4713.899902
	Iteration 3F: 3 clusters Score -1589429 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1589907.875000 Penalty: 4713.899902
	Iteration 4F: 3 clusters Score -1589908 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1590472.875000 Penalty: 4713.899902
	Iteration 5F: 3 clusters Score -1590473 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1591106.750000 Penalty: 4713.899902
	Iteration 6F: 3 clusters Score -1591107 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1591723.250000 Penalty: 4713.899902
	Iteration 7F: 3 clusters Score -1591723 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1592321.625000 Penalty: 4713.899902
	Iteration 8F: 3 clusters Score -1592322 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1592859.375000 Penalty: 4713.899902
	Iteration 9Q: 3 clusters Score -1592859 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1593255.875000 Penalty: 4713.899902
	Iteration 10Q: 3 clusters Score -1593256 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1593541.500000 Penalty: 4713.899902
	Iteration 11Q: 3 clusters Score -1593542 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1593755.000000 Penalty: 4713.899902
	Iteration 12Q: 3 clusters Score -1593755 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1593951.875000 Penalty: 4713.899902
	Iteration 13Q: 3 clusters Score -1593952 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1594109.125000 Penalty: 4713.899902
	Iteration 14Q: 3 clusters Score -1594109 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1594213.250000 Penalty: 4713.899902
	Iteration 15Q: 3 clusters Score -1594213 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1594259.500000 Penalty: 4713.899902
	Iteration 16Q: 3 clusters Score -1594260 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1594294.625000 Penalty: 4713.899902
	Iteration 17Q: 3 clusters Score -1594295 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1594314.875000 Penalty: 4713.899902
	Iteration 18Q: 3 clusters Score -1594315 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1594333.875000 Penalty: 4713.899902
	Iteration 19Q: 3 clusters Score -1594334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1594346.000000 Penalty: 4713.899902
	Iteration 20F: 3 clusters Score -1594346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1594356.875000 Penalty: 4713.899902
	Iteration 21Q: 3 clusters Score -1594357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1594364.750000 Penalty: 4713.899902
	Iteration 22Q: 3 clusters Score -1594365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1594370.750000 Penalty: 4713.899902
	Iteration 23Q: 3 clusters Score -1594371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1594371.125000 Penalty: 4713.899902
	Iteration 24Q: 3 clusters Score -1594371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1594373.500000 Penalty: 4713.899902
	Iteration 25Q: 3 clusters Score -1594374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1594373.250000 Penalty: 4713.899902
	Iteration 26Q: 3 clusters Score -1594373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1594371.375000 Penalty: 4713.899902
	Iteration 27Q: 3 clusters Score -1594371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1594377.000000 Penalty: 4713.899902
	Iteration 28Q: 3 clusters Score -1594377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1594373.500000 Penalty: 4713.899902
	Iteration 29Q: 3 clusters Score -1594374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1594373.500000 Penalty: 4713.899902
	Iteration 30F: 3 clusters Score -1594374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Entering Unmasked Estep 
Score: -5262868.500000 Penalty: 2636.987549
	Iteration 0F: 2 clusters Score -5262868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -5234726.000000 Penalty: 5273.975098
	Iteration 0F: 3 clusters Score -5234726 nChanged 18993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5245259.500000 Penalty: 5273.975098
	Iteration 1F: 3 clusters Score -5245260 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -5245728.000000 Penalty: 5273.975098
	Iteration 2Q: 3 clusters Score -5245728 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -5246094.000000 Penalty: 5273.975098
	Iteration 3Q: 3 clusters Score -5246094 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -5246474.500000 Penalty: 5273.975098
	Iteration 4Q: 3 clusters Score -5246474 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -5246871.500000 Penalty: 5273.975098
	Iteration 5Q: 3 clusters Score -5246872 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -5247161.500000 Penalty: 5273.975098
	Iteration 6Q: 3 clusters Score -5247162 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -5247419.500000 Penalty: 5273.975098
	Iteration 7Q: 3 clusters Score -5247420 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -5247776.000000 Penalty: 5273.975098
	Iteration 8Q: 3 clusters Score -5247776 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -5248083.000000 Penalty: 5273.975098
	Iteration 9Q: 3 clusters Score -5248083 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -5248485.000000 Penalty: 5273.975098
	Iteration 10Q: 3 clusters Score -5248485 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -5248914.500000 Penalty: 5273.975098
	Iteration 11Q: 3 clusters Score -5248914 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -5249410.500000 Penalty: 5273.975098
	Iteration 12Q: 3 clusters Score -5249410 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -5250062.500000 Penalty: 5273.975098
	Iteration 13Q: 3 clusters Score -5250062 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -5250879.500000 Penalty: 5273.975098
	Iteration 14Q: 3 clusters Score -5250880 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -5251949.000000 Penalty: 5273.975098
	Iteration 15Q: 3 clusters Score -5251949 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -5253159.500000 Penalty: 5273.975098
	Iteration 16Q: 3 clusters Score -5253160 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -5254733.000000 Penalty: 5273.975098
	Iteration 17F: 3 clusters Score -5254733 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -5256467.000000 Penalty: 5273.975098
	Iteration 18Q: 3 clusters Score -5256467 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -5258087.000000 Penalty: 5273.975098
	Iteration 19Q: 3 clusters Score -5258087 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -5259295.000000 Penalty: 5273.975098
	Iteration 20F: 3 clusters Score -5259295 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -5259950.500000 Penalty: 5273.975098
	Iteration 21Q: 3 clusters Score -5259950 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -5260241.000000 Penalty: 5273.975098
	Iteration 22Q: 3 clusters Score -5260241 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -5260377.500000 Penalty: 5273.975098
	Iteration 23Q: 3 clusters Score -5260378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -5260450.000000 Penalty: 5273.975098
	Iteration 24Q: 3 clusters Score -5260450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -5260481.000000 Penalty: 5273.975098
	Iteration 25Q: 3 clusters Score -5260481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -5260510.000000 Penalty: 5273.975098
	Iteration 26Q: 3 clusters Score -5260510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -5260521.500000 Penalty: 5273.975098
	Iteration 27Q: 3 clusters Score -5260522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5260529.000000 Penalty: 5273.975098
	Iteration 28Q: 3 clusters Score -5260529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -5260536.500000 Penalty: 5273.975098
	Iteration 29Q: 3 clusters Score -5260536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -5260553.500000 Penalty: 5273.975098
	Iteration 30Q: 3 clusters Score -5260554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -5260559.000000 Penalty: 5273.975098
	Iteration 31Q: 3 clusters Score -5260559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -5260562.500000 Penalty: 5273.975098
	Iteration 32Q: 3 clusters Score -5260562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -5260566.000000 Penalty: 5273.975098
	Iteration 33Q: 3 clusters Score -5260566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -5260579.000000 Penalty: 5273.975098
	Iteration 34Q: 3 clusters Score -5260579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -5260581.500000 Penalty: 5273.975098
	Iteration 35Q: 3 clusters Score -5260582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -5260586.500000 Penalty: 5273.975098
	Iteration 36Q: 3 clusters Score -5260586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5260601.000000 Penalty: 5273.975098
	Iteration 37Q: 3 clusters Score -5260601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -5260606.500000 Penalty: 5273.975098
	Iteration 38Q: 3 clusters Score -5260606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5260619.000000 Penalty: 5273.975098
	Iteration 39Q: 3 clusters Score -5260619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5260624.000000 Penalty: 5273.975098
	Iteration 40F: 3 clusters Score -5260624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106288 members 
Entering Unmasked Estep 
Score: -13530292.000000 Penalty: 2870.329102
	Iteration 0F: 2 clusters Score -1.353029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -13459501.000000 Penalty: 5740.658203
	Iteration 0F: 3 clusters Score -1.34595e+07 nChanged 50276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -13489238.000000 Penalty: 5740.658203
	Iteration 1F: 3 clusters Score -1.348924e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -13491917.000000 Penalty: 5740.658203
	Iteration 2F: 3 clusters Score -1.349192e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -13496372.000000 Penalty: 5740.658203
	Iteration 3F: 3 clusters Score -1.349637e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -13501999.000000 Penalty: 5740.658203
	Iteration 4F: 3 clusters Score -1.3502e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -13508163.000000 Penalty: 5740.658203
	Iteration 5F: 3 clusters Score -1.350816e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84122 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -13513269.000000 Penalty: 5740.658203
	Iteration 6F: 3 clusters Score -1.351327e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -13517524.000000 Penalty: 5740.658203
	Iteration 7F: 3 clusters Score -1.351752e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -13520526.000000 Penalty: 5740.658203
	Iteration 8Q: 3 clusters Score -1.352053e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97661 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -13523016.000000 Penalty: 5740.658203
	Iteration 9Q: 3 clusters Score -1.352302e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -13524835.000000 Penalty: 5740.658203
	Iteration 10Q: 3 clusters Score -1.352484e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102060 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -13525948.000000 Penalty: 5740.658203
	Iteration 11Q: 3 clusters Score -1.352595e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -13526670.000000 Penalty: 5740.658203
	Iteration 12Q: 3 clusters Score -1.352667e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -13527067.000000 Penalty: 5740.658203
	Iteration 13Q: 3 clusters Score -1.352707e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -13527319.000000 Penalty: 5740.658203
	Iteration 14Q: 3 clusters Score -1.352732e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104759 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -13527467.000000 Penalty: 5740.658203
	Iteration 15Q: 3 clusters Score -1.352747e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104967 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -13527594.000000 Penalty: 5740.658203
	Iteration 16Q: 3 clusters Score -1.352759e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105106 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13527688.000000 Penalty: 5740.658203
	Iteration 17Q: 3 clusters Score -1.352769e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -13527719.000000 Penalty: 5740.658203
	Iteration 18Q: 3 clusters Score -1.352772e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -13527785.000000 Penalty: 5740.658203
	Iteration 19Q: 3 clusters Score -1.352778e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105339 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13527832.000000 Penalty: 5740.658203
	Iteration 20F: 3 clusters Score -1.352783e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13527866.000000 Penalty: 5740.658203
	Iteration 21Q: 3 clusters Score -1.352787e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13527893.000000 Penalty: 5740.658203
	Iteration 22Q: 3 clusters Score -1.352789e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105430 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -13527903.000000 Penalty: 5740.658203
	Iteration 23Q: 3 clusters Score -1.35279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105448 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13527912.000000 Penalty: 5740.658203
	Iteration 24Q: 3 clusters Score -1.352791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105463 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -13527927.000000 Penalty: 5740.658203
	Iteration 25Q: 3 clusters Score -1.352793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105473 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13527942.000000 Penalty: 5740.658203
	Iteration 26Q: 3 clusters Score -1.352794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105486 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -13527945.000000 Penalty: 5740.658203
	Iteration 27Q: 3 clusters Score -1.352794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -13527937.000000 Penalty: 5740.658203
	Iteration 28Q: 3 clusters Score -1.352794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -13527941.000000 Penalty: 5740.658203
	Iteration 29Q: 3 clusters Score -1.352794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105505 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -13527950.000000 Penalty: 5740.658203
	Iteration 30Q: 3 clusters Score -1.352795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105509 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13527943.000000 Penalty: 5740.658203
	Iteration 31Q: 3 clusters Score -1.352794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13527953.000000 Penalty: 5740.658203
	Iteration 32Q: 3 clusters Score -1.352795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -13527955.000000 Penalty: 5740.658203
	Iteration 33Q: 3 clusters Score -1.352796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105524 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13527958.000000 Penalty: 5740.658203
	Iteration 34Q: 3 clusters Score -1.352796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105528 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -13527957.000000 Penalty: 5740.658203
	Iteration 35Q: 3 clusters Score -1.352796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105529 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13527953.000000 Penalty: 5740.658203
	Iteration 36Q: 3 clusters Score -1.352795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105528 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -13527951.000000 Penalty: 5740.658203
	Iteration 37Q: 3 clusters Score -1.352795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105528 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -13527951.000000 Penalty: 5740.658203
	Iteration 38F: 3 clusters Score -1.352795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Entering Unmasked Estep 
Score: -5817521.000000 Penalty: 2673.382568
	Iteration 0F: 2 clusters Score -5817521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5784995.000000 Penalty: 5346.765137
	Iteration 0F: 3 clusters Score -5784995 nChanged 22011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -5797485.500000 Penalty: 5346.765137
	Iteration 1F: 3 clusters Score -5797486 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -5798408.000000 Penalty: 5346.765137
	Iteration 2Q: 3 clusters Score -5798408 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5799583.000000 Penalty: 5346.765137
	Iteration 3F: 3 clusters Score -5799583 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -5800818.500000 Penalty: 5346.765137
	Iteration 4F: 3 clusters Score -5800818 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -5802224.500000 Penalty: 5346.765137
	Iteration 5F: 3 clusters Score -5802224 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -5803554.000000 Penalty: 5346.765137
	Iteration 6F: 3 clusters Score -5803554 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -5804884.000000 Penalty: 5346.765137
	Iteration 7F: 3 clusters Score -5804884 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -5806082.500000 Penalty: 5346.765137
	Iteration 8Q: 3 clusters Score -5806082 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -5807170.000000 Penalty: 5346.765137
	Iteration 9Q: 3 clusters Score -5807170 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -5808244.500000 Penalty: 5346.765137
	Iteration 10Q: 3 clusters Score -5808244 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -5809143.500000 Penalty: 5346.765137
	Iteration 11Q: 3 clusters Score -5809144 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -5809864.000000 Penalty: 5346.765137
	Iteration 12Q: 3 clusters Score -5809864 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -5810427.000000 Penalty: 5346.765137
	Iteration 13Q: 3 clusters Score -5810427 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -5810865.000000 Penalty: 5346.765137
	Iteration 14Q: 3 clusters Score -5810865 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -5811221.000000 Penalty: 5346.765137
	Iteration 15Q: 3 clusters Score -5811221 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -5811579.500000 Penalty: 5346.765137
	Iteration 16Q: 3 clusters Score -5811580 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -5811974.500000 Penalty: 5346.765137
	Iteration 17Q: 3 clusters Score -5811974 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -5812369.000000 Penalty: 5346.765137
	Iteration 18Q: 3 clusters Score -5812369 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -5812691.000000 Penalty: 5346.765137
	Iteration 19Q: 3 clusters Score -5812691 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -5813011.500000 Penalty: 5346.765137
	Iteration 20F: 3 clusters Score -5813012 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -5813344.000000 Penalty: 5346.765137
	Iteration 21Q: 3 clusters Score -5813344 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -5813697.000000 Penalty: 5346.765137
	Iteration 22Q: 3 clusters Score -5813697 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5814021.000000 Penalty: 5346.765137
	Iteration 23Q: 3 clusters Score -5814021 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5814341.000000 Penalty: 5346.765137
	Iteration 24Q: 3 clusters Score -5814341 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5814573.000000 Penalty: 5346.765137
	Iteration 25Q: 3 clusters Score -5814573 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5814851.000000 Penalty: 5346.765137
	Iteration 26Q: 3 clusters Score -5814851 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5815035.000000 Penalty: 5346.765137
	Iteration 27Q: 3 clusters Score -5815035 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5815229.500000 Penalty: 5346.765137
	Iteration 28Q: 3 clusters Score -5815230 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5815377.000000 Penalty: 5346.765137
	Iteration 29Q: 3 clusters Score -5815377 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5815481.000000 Penalty: 5346.765137
	Iteration 30Q: 3 clusters Score -5815481 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5815545.000000 Penalty: 5346.765137
	Iteration 31Q: 3 clusters Score -5815545 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5815559.000000 Penalty: 5346.765137
	Iteration 32Q: 3 clusters Score -5815559 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5815613.000000 Penalty: 5346.765137
	Iteration 33Q: 3 clusters Score -5815613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5815618.500000 Penalty: 5346.765137
	Iteration 34Q: 3 clusters Score -5815618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5815622.000000 Penalty: 5346.765137
	Iteration 35Q: 3 clusters Score -5815622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5815644.500000 Penalty: 5346.765137
	Iteration 36Q: 3 clusters Score -5815644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5815644.500000 Penalty: 5346.765137
	Iteration 37Q: 3 clusters Score -5815644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5815653.000000 Penalty: 5346.765137
	Iteration 38Q: 3 clusters Score -5815653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5815657.500000 Penalty: 5346.765137
	Iteration 39Q: 3 clusters Score -5815658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5815664.500000 Penalty: 5346.765137
	Iteration 40F: 3 clusters Score -5815664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5815668.500000 Penalty: 5346.765137
	Iteration 41Q: 3 clusters Score -5815668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5815668.000000 Penalty: 5346.765137
	Iteration 42Q: 3 clusters Score -5815668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5815691.500000 Penalty: 5346.765137
	Iteration 43Q: 3 clusters Score -5815692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5815683.000000 Penalty: 5346.765137
	Iteration 44Q: 3 clusters Score -5815683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5815691.000000 Penalty: 5346.765137
	Iteration 45Q: 3 clusters Score -5815691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5815689.000000 Penalty: 5346.765137
	Iteration 46Q: 3 clusters Score -5815689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5815688.500000 Penalty: 5346.765137
	Iteration 47Q: 3 clusters Score -5815688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5815695.000000 Penalty: 5346.765137
	Iteration 48Q: 3 clusters Score -5815695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5815695.500000 Penalty: 5346.765137
	Iteration 49Q: 3 clusters Score -5815696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5815702.000000 Penalty: 5346.765137
	Iteration 50Q: 3 clusters Score -5815702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5815703.000000 Penalty: 5346.765137
	Iteration 51Q: 3 clusters Score -5815703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5815706.000000 Penalty: 5346.765137
	Iteration 52Q: 3 clusters Score -5815706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5815719.000000 Penalty: 5346.765137
	Iteration 53Q: 3 clusters Score -5815719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5815734.500000 Penalty: 5346.765137
	Iteration 54Q: 3 clusters Score -5815734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5815733.000000 Penalty: 5346.765137
	Iteration 55Q: 3 clusters Score -5815733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5815741.500000 Penalty: 5346.765137
	Iteration 56Q: 3 clusters Score -5815742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5815744.000000 Penalty: 5346.765137
	Iteration 57Q: 3 clusters Score -5815744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5815751.500000 Penalty: 5346.765137
	Iteration 58Q: 3 clusters Score -5815752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5815763.000000 Penalty: 5346.765137
	Iteration 59Q: 3 clusters Score -5815763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5815780.500000 Penalty: 5346.765137
	Iteration 60F: 3 clusters Score -5815780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5815785.500000 Penalty: 5346.765137
	Iteration 61Q: 3 clusters Score -5815786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5815790.500000 Penalty: 5346.765137
	Iteration 62Q: 3 clusters Score -5815790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5815798.500000 Penalty: 5346.765137
	Iteration 63Q: 3 clusters Score -5815798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5815824.500000 Penalty: 5346.765137
	Iteration 64Q: 3 clusters Score -5815824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5815827.000000 Penalty: 5346.765137
	Iteration 65Q: 3 clusters Score -5815827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5815836.000000 Penalty: 5346.765137
	Iteration 66Q: 3 clusters Score -5815836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5815843.000000 Penalty: 5346.765137
	Iteration 67Q: 3 clusters Score -5815843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5815840.000000 Penalty: 5346.765137
	Iteration 68Q: 3 clusters Score -5815840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5815840.500000 Penalty: 5346.765137
	Iteration 69Q: 3 clusters Score -5815840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5815846.500000 Penalty: 5346.765137
	Iteration 70Q: 3 clusters Score -5815846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5815852.000000 Penalty: 5346.765137
	Iteration 71Q: 3 clusters Score -5815852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5815860.000000 Penalty: 5346.765137
	Iteration 72Q: 3 clusters Score -5815860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5815865.500000 Penalty: 5346.765137
	Iteration 73Q: 3 clusters Score -5815866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5815874.500000 Penalty: 5346.765137
	Iteration 74Q: 3 clusters Score -5815874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5815881.000000 Penalty: 5346.765137
	Iteration 75Q: 3 clusters Score -5815881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5815880.500000 Penalty: 5346.765137
	Iteration 76Q: 3 clusters Score -5815880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5815880.000000 Penalty: 5346.765137
	Iteration 77Q: 3 clusters Score -5815880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5815890.500000 Penalty: 5346.765137
	Iteration 78Q: 3 clusters Score -5815890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5815886.000000 Penalty: 5346.765137
	Iteration 79Q: 3 clusters Score -5815886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5815894.500000 Penalty: 5346.765137
	Iteration 80F: 3 clusters Score -5815894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5815898.000000 Penalty: 5346.765137
	Iteration 81Q: 3 clusters Score -5815898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5815898.000000 Penalty: 5346.765137
	Iteration 82F: 3 clusters Score -5815898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (258148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258148 members 
Entering Unmasked Estep 
Score: -33357250.000000 Penalty: 3090.399414
	Iteration 0F: 2 clusters Score -3.335725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128929 members 
Mstep: Class 2 contains 129219 members 
Entering Unmasked Estep 
Score: -33196990.000000 Penalty: 6180.798828
	Iteration 0F: 3 clusters Score -3.319699e+07 nChanged 124525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125382 members 
Mstep: Class 2 contains 132766 members 
Entering Unmasked Estep 
Score: -33270054.000000 Penalty: 6180.798828
	Iteration 1F: 3 clusters Score -3.327005e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123170 members 
Mstep: Class 2 contains 134978 members 
Entering Unmasked Estep 
Score: -33271330.000000 Penalty: 6180.798828
	Iteration 2Q: 3 clusters Score -3.327133e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119850 members 
Mstep: Class 2 contains 138298 members 
Entering Unmasked Estep 
Score: -33273040.000000 Penalty: 6180.798828
	Iteration 3Q: 3 clusters Score -3.327304e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114910 members 
Mstep: Class 2 contains 143238 members 
Entering Unmasked Estep 
Score: -33275148.000000 Penalty: 6180.798828
	Iteration 4Q: 3 clusters Score -3.327515e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 150490 members 
Entering Unmasked Estep 
Score: -33278446.000000 Penalty: 6180.798828
	Iteration 5Q: 3 clusters Score -3.327845e+07 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97421 members 
Mstep: Class 2 contains 160727 members 
Entering Unmasked Estep 
Score: -33283536.000000 Penalty: 6180.798828
	Iteration 6Q: 3 clusters Score -3.328354e+07 nChanged 14570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 174335 members 
Entering Unmasked Estep 
Score: -33291784.000000 Penalty: 6180.798828
	Iteration 7F: 3 clusters Score -3.329178e+07 nChanged 17352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 190861 members 
Entering Unmasked Estep 
Score: -33303206.000000 Penalty: 6180.798828
	Iteration 8F: 3 clusters Score -3.330321e+07 nChanged 17546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 207513 members 
Entering Unmasked Estep 
Score: -33316430.000000 Penalty: 6180.798828
	Iteration 9F: 3 clusters Score -3.331643e+07 nChanged 14751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 221146 members 
Entering Unmasked Estep 
Score: -33329328.000000 Penalty: 6180.798828
	Iteration 10F: 3 clusters Score -3.332933e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 230794 members 
Entering Unmasked Estep 
Score: -33338032.000000 Penalty: 6180.798828
	Iteration 11Q: 3 clusters Score -3.333803e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 237515 members 
Entering Unmasked Estep 
Score: -33343200.000000 Penalty: 6180.798828
	Iteration 12Q: 3 clusters Score -3.33432e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 242396 members 
Entering Unmasked Estep 
Score: -33346852.000000 Penalty: 6180.798828
	Iteration 13Q: 3 clusters Score -3.334685e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 246116 members 
Entering Unmasked Estep 
Score: -33349142.000000 Penalty: 6180.798828
	Iteration 14Q: 3 clusters Score -3.334914e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 249060 members 
Entering Unmasked Estep 
Score: -33350574.000000 Penalty: 6180.798828
	Iteration 15Q: 3 clusters Score -3.335057e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 251380 members 
Entering Unmasked Estep 
Score: -33351726.000000 Penalty: 6180.798828
	Iteration 16Q: 3 clusters Score -3.335173e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 253135 members 
Entering Unmasked Estep 
Score: -33352522.000000 Penalty: 6180.798828
	Iteration 17Q: 3 clusters Score -3.335252e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 254442 members 
Entering Unmasked Estep 
Score: -33353084.000000 Penalty: 6180.798828
	Iteration 18Q: 3 clusters Score -3.335308e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 255370 members 
Entering Unmasked Estep 
Score: -33353508.000000 Penalty: 6180.798828
	Iteration 19Q: 3 clusters Score -3.335351e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 255991 members 
Entering Unmasked Estep 
Score: -33353794.000000 Penalty: 6180.798828
	Iteration 20F: 3 clusters Score -3.335379e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 256401 members 
Entering Unmasked Estep 
Score: -33354002.000000 Penalty: 6180.798828
	Iteration 21Q: 3 clusters Score -3.3354e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 256712 members 
Entering Unmasked Estep 
Score: -33354174.000000 Penalty: 6180.798828
	Iteration 22Q: 3 clusters Score -3.335417e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 256902 members 
Entering Unmasked Estep 
Score: -33354282.000000 Penalty: 6180.798828
	Iteration 23Q: 3 clusters Score -3.335428e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 257034 members 
Entering Unmasked Estep 
Score: -33354304.000000 Penalty: 6180.798828
	Iteration 24Q: 3 clusters Score -3.33543e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 257127 members 
Entering Unmasked Estep 
Score: -33354348.000000 Penalty: 6180.798828
	Iteration 25Q: 3 clusters Score -3.335435e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 257194 members 
Entering Unmasked Estep 
Score: -33354368.000000 Penalty: 6180.798828
	Iteration 26Q: 3 clusters Score -3.335437e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 257263 members 
Entering Unmasked Estep 
Score: -33354444.000000 Penalty: 6180.798828
	Iteration 27Q: 3 clusters Score -3.335444e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 257308 members 
Entering Unmasked Estep 
Score: -33354482.000000 Penalty: 6180.798828
	Iteration 28Q: 3 clusters Score -3.335448e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 257353 members 
Entering Unmasked Estep 
Score: -33354534.000000 Penalty: 6180.798828
	Iteration 29Q: 3 clusters Score -3.335453e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 257381 members 
Entering Unmasked Estep 
Score: -33354602.000000 Penalty: 6180.798828
	Iteration 30Q: 3 clusters Score -3.33546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 257401 members 
Entering Unmasked Estep 
Score: -33354626.000000 Penalty: 6180.798828
	Iteration 31Q: 3 clusters Score -3.335463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 257408 members 
Entering Unmasked Estep 
Score: -33354640.000000 Penalty: 6180.798828
	Iteration 32Q: 3 clusters Score -3.335464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 257418 members 
Entering Unmasked Estep 
Score: -33354648.000000 Penalty: 6180.798828
	Iteration 33Q: 3 clusters Score -3.335465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 257428 members 
Entering Unmasked Estep 
Score: -33354632.000000 Penalty: 6180.798828
	Iteration 34Q: 3 clusters Score -3.335463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 257434 members 
Entering Unmasked Estep 
Score: -33354646.000000 Penalty: 6180.798828
	Iteration 35Q: 3 clusters Score -3.335465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 257437 members 
Entering Unmasked Estep 
Score: -33354654.000000 Penalty: 6180.798828
	Iteration 36Q: 3 clusters Score -3.335465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 257441 members 
Entering Unmasked Estep 
Score: -33354650.000000 Penalty: 6180.798828
	Iteration 37Q: 3 clusters Score -3.335465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 257443 members 
Entering Unmasked Estep 
Score: -33354656.000000 Penalty: 6180.798828
	Iteration 38Q: 3 clusters Score -3.335466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 257443 members 
Entering Unmasked Estep 
Score: -33354656.000000 Penalty: 6180.798828
	Iteration 39F: 3 clusters Score -3.335466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Entering Unmasked Estep 
Score: -3510391.750000 Penalty: 2529.413818
	Iteration 0F: 2 clusters Score -3510392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -3491794.000000 Penalty: 5058.827637
	Iteration 0F: 3 clusters Score -3491794 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3498342.250000 Penalty: 5058.827637
	Iteration 1F: 3 clusters Score -3498342 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3498758.750000 Penalty: 5058.827637
	Iteration 2Q: 3 clusters Score -3498759 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3499086.500000 Penalty: 5058.827637
	Iteration 3Q: 3 clusters Score -3499086 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3499413.500000 Penalty: 5058.827637
	Iteration 4Q: 3 clusters Score -3499414 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3499704.750000 Penalty: 5058.827637
	Iteration 5Q: 3 clusters Score -3499705 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3500070.500000 Penalty: 5058.827637
	Iteration 6Q: 3 clusters Score -3500070 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3500505.750000 Penalty: 5058.827637
	Iteration 7Q: 3 clusters Score -3500506 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3501060.250000 Penalty: 5058.827637
	Iteration 8Q: 3 clusters Score -3501060 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -3501807.000000 Penalty: 5058.827637
	Iteration 9Q: 3 clusters Score -3501807 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3502826.250000 Penalty: 5058.827637
	Iteration 10F: 3 clusters Score -3502826 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -3504050.000000 Penalty: 5058.827637
	Iteration 11F: 3 clusters Score -3504050 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3505260.750000 Penalty: 5058.827637
	Iteration 12F: 3 clusters Score -3505261 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3506267.750000 Penalty: 5058.827637
	Iteration 13Q: 3 clusters Score -3506268 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3506957.250000 Penalty: 5058.827637
	Iteration 14Q: 3 clusters Score -3506957 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3507377.000000 Penalty: 5058.827637
	Iteration 15Q: 3 clusters Score -3507377 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3507647.250000 Penalty: 5058.827637
	Iteration 16Q: 3 clusters Score -3507647 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3507813.750000 Penalty: 5058.827637
	Iteration 17Q: 3 clusters Score -3507814 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3507945.750000 Penalty: 5058.827637
	Iteration 18Q: 3 clusters Score -3507946 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3508032.250000 Penalty: 5058.827637
	Iteration 19Q: 3 clusters Score -3508032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3508069.500000 Penalty: 5058.827637
	Iteration 20F: 3 clusters Score -3508070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3508117.500000 Penalty: 5058.827637
	Iteration 21Q: 3 clusters Score -3508118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3508145.750000 Penalty: 5058.827637
	Iteration 22Q: 3 clusters Score -3508146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3508165.500000 Penalty: 5058.827637
	Iteration 23Q: 3 clusters Score -3508166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3508186.250000 Penalty: 5058.827637
	Iteration 24Q: 3 clusters Score -3508186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3508195.750000 Penalty: 5058.827637
	Iteration 25Q: 3 clusters Score -3508196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3508203.000000 Penalty: 5058.827637
	Iteration 26Q: 3 clusters Score -3508203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3508211.500000 Penalty: 5058.827637
	Iteration 27Q: 3 clusters Score -3508212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3508211.500000 Penalty: 5058.827637
	Iteration 28Q: 3 clusters Score -3508212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3508216.500000 Penalty: 5058.827637
	Iteration 29Q: 3 clusters Score -3508216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3508224.000000 Penalty: 5058.827637
	Iteration 30Q: 3 clusters Score -3508224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -3508227.750000 Penalty: 5058.827637
	Iteration 31Q: 3 clusters Score -3508228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3508229.000000 Penalty: 5058.827637
	Iteration 32Q: 3 clusters Score -3508229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3508229.000000 Penalty: 5058.827637
	Iteration 33Q: 3 clusters Score -3508229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3508231.250000 Penalty: 5058.827637
	Iteration 34Q: 3 clusters Score -3508231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3508229.750000 Penalty: 5058.827637
	Iteration 35Q: 3 clusters Score -3508230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3508229.750000 Penalty: 5058.827637
	Iteration 36F: 3 clusters Score -3508230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Entering Unmasked Estep 
Score: -4394491.000000 Penalty: 2587.164062
	Iteration 0F: 2 clusters Score -4394491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -4371225.000000 Penalty: 5174.328125
	Iteration 0F: 3 clusters Score -4371225 nChanged 15421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -4379678.500000 Penalty: 5174.328125
	Iteration 1F: 3 clusters Score -4379678 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -4380049.000000 Penalty: 5174.328125
	Iteration 2Q: 3 clusters Score -4380049 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4380464.000000 Penalty: 5174.328125
	Iteration 3Q: 3 clusters Score -4380464 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -4380867.000000 Penalty: 5174.328125
	Iteration 4Q: 3 clusters Score -4380867 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -4381427.000000 Penalty: 5174.328125
	Iteration 5Q: 3 clusters Score -4381427 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -4382292.500000 Penalty: 5174.328125
	Iteration 6F: 3 clusters Score -4382292 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4383603.000000 Penalty: 5174.328125
	Iteration 7F: 3 clusters Score -4383603 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -4385552.500000 Penalty: 5174.328125
	Iteration 8F: 3 clusters Score -4385552 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -4387928.500000 Penalty: 5174.328125
	Iteration 9F: 3 clusters Score -4387928 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4389899.500000 Penalty: 5174.328125
	Iteration 10F: 3 clusters Score -4389900 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4391040.000000 Penalty: 5174.328125
	Iteration 11Q: 3 clusters Score -4391040 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -4391598.000000 Penalty: 5174.328125
	Iteration 12Q: 3 clusters Score -4391598 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4391881.500000 Penalty: 5174.328125
	Iteration 13Q: 3 clusters Score -4391882 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4392007.000000 Penalty: 5174.328125
	Iteration 14Q: 3 clusters Score -4392007 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -4392081.500000 Penalty: 5174.328125
	Iteration 15Q: 3 clusters Score -4392082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -4392135.000000 Penalty: 5174.328125
	Iteration 16Q: 3 clusters Score -4392135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4392172.000000 Penalty: 5174.328125
	Iteration 17Q: 3 clusters Score -4392172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -4392188.000000 Penalty: 5174.328125
	Iteration 18Q: 3 clusters Score -4392188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -4392203.000000 Penalty: 5174.328125
	Iteration 19Q: 3 clusters Score -4392203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -4392218.500000 Penalty: 5174.328125
	Iteration 20F: 3 clusters Score -4392218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -4392230.500000 Penalty: 5174.328125
	Iteration 21Q: 3 clusters Score -4392230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -4392250.000000 Penalty: 5174.328125
	Iteration 22Q: 3 clusters Score -4392250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -4392253.500000 Penalty: 5174.328125
	Iteration 23Q: 3 clusters Score -4392254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -4392247.500000 Penalty: 5174.328125
	Iteration 24Q: 3 clusters Score -4392248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -4392247.500000 Penalty: 5174.328125
	Iteration 25F: 3 clusters Score -4392248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Entering Unmasked Estep 
Score: -6468679.500000 Penalty: 2681.437988
	Iteration 0F: 2 clusters Score -6468680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -6435000.000000 Penalty: 5362.875977
	Iteration 0F: 3 clusters Score -6435000 nChanged 23037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -6447904.500000 Penalty: 5362.875977
	Iteration 1F: 3 clusters Score -6447904 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -6448518.000000 Penalty: 5362.875977
	Iteration 2Q: 3 clusters Score -6448518 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -6449153.500000 Penalty: 5362.875977
	Iteration 3Q: 3 clusters Score -6449154 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -6449854.000000 Penalty: 5362.875977
	Iteration 4Q: 3 clusters Score -6449854 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -6450785.000000 Penalty: 5362.875977
	Iteration 5Q: 3 clusters Score -6450785 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -6452014.000000 Penalty: 5362.875977
	Iteration 6Q: 3 clusters Score -6452014 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -6453511.500000 Penalty: 5362.875977
	Iteration 7F: 3 clusters Score -6453512 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -6455215.500000 Penalty: 5362.875977
	Iteration 8F: 3 clusters Score -6455216 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -6457198.500000 Penalty: 5362.875977
	Iteration 9F: 3 clusters Score -6457198 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -6459179.000000 Penalty: 5362.875977
	Iteration 10F: 3 clusters Score -6459179 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -6461137.500000 Penalty: 5362.875977
	Iteration 11F: 3 clusters Score -6461138 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -6462840.000000 Penalty: 5362.875977
	Iteration 12Q: 3 clusters Score -6462840 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6464002.000000 Penalty: 5362.875977
	Iteration 13Q: 3 clusters Score -6464002 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6464864.500000 Penalty: 5362.875977
	Iteration 14Q: 3 clusters Score -6464864 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6465427.000000 Penalty: 5362.875977
	Iteration 15Q: 3 clusters Score -6465427 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6465721.500000 Penalty: 5362.875977
	Iteration 16Q: 3 clusters Score -6465722 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6465896.500000 Penalty: 5362.875977
	Iteration 17Q: 3 clusters Score -6465896 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6466025.500000 Penalty: 5362.875977
	Iteration 18Q: 3 clusters Score -6466026 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6466131.000000 Penalty: 5362.875977
	Iteration 19Q: 3 clusters Score -6466131 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6466218.000000 Penalty: 5362.875977
	Iteration 20F: 3 clusters Score -6466218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6466274.500000 Penalty: 5362.875977
	Iteration 21Q: 3 clusters Score -6466274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6466306.500000 Penalty: 5362.875977
	Iteration 22Q: 3 clusters Score -6466306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6466343.500000 Penalty: 5362.875977
	Iteration 23Q: 3 clusters Score -6466344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6466356.500000 Penalty: 5362.875977
	Iteration 24Q: 3 clusters Score -6466356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6466369.500000 Penalty: 5362.875977
	Iteration 25Q: 3 clusters Score -6466370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6466379.000000 Penalty: 5362.875977
	Iteration 26Q: 3 clusters Score -6466379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6466386.000000 Penalty: 5362.875977
	Iteration 27Q: 3 clusters Score -6466386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6466395.000000 Penalty: 5362.875977
	Iteration 28Q: 3 clusters Score -6466395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6466400.000000 Penalty: 5362.875977
	Iteration 29Q: 3 clusters Score -6466400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6466408.500000 Penalty: 5362.875977
	Iteration 30Q: 3 clusters Score -6466408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6466409.500000 Penalty: 5362.875977
	Iteration 31Q: 3 clusters Score -6466410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6466409.500000 Penalty: 5362.875977
	Iteration 32Q: 3 clusters Score -6466410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6466424.500000 Penalty: 5362.875977
	Iteration 33Q: 3 clusters Score -6466424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6466439.000000 Penalty: 5362.875977
	Iteration 34Q: 3 clusters Score -6466439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6466444.500000 Penalty: 5362.875977
	Iteration 35Q: 3 clusters Score -6466444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6466444.500000 Penalty: 5362.875977
	Iteration 36Q: 3 clusters Score -6466444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6466446.000000 Penalty: 5362.875977
	Iteration 37Q: 3 clusters Score -6466446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6466446.000000 Penalty: 5362.875977
	Iteration 38F: 3 clusters Score -6466446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -96699.609375 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -96699.61 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 398 members 
Entering Unmasked Estep 
Score: -94920.000000 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -94920 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95273.203125 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -95273.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95359.882812 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -95359.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -95398.718750 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -95398.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -95440.453125 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -95440.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -95470.156250 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -95470.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -95488.437500 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -95488.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -95496.101562 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -95496.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -95505.429688 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -95505.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -95514.179688 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -95514.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95523.531250 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -95523.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95538.382812 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -95538.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -95547.710938 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -95547.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95560.117188 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -95560.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95566.742188 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -95566.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95576.539062 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -95576.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -95591.289062 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -95591.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -95602.445312 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -95602.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95613.304688 Penalty: 3338.584961
	Iteration 18Q: 3 clusters Score -95613.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -95624.101562 Penalty: 3338.584961
	Iteration 19Q: 3 clusters Score -95624.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -95632.046875 Penalty: 3338.584961
	Iteration 20F: 3 clusters Score -95632.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95642.773438 Penalty: 3338.584961
	Iteration 21Q: 3 clusters Score -95642.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -95664.968750 Penalty: 3338.584961
	Iteration 22Q: 3 clusters Score -95664.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95705.148438 Penalty: 3338.584961
	Iteration 23Q: 3 clusters Score -95705.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95793.492188 Penalty: 3338.584961
	Iteration 24Q: 3 clusters Score -95793.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -95841.429688 Penalty: 3338.584961
	Iteration 25Q: 3 clusters Score -95841.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -95893.710938 Penalty: 3338.584961
	Iteration 26Q: 3 clusters Score -95893.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -95952.085938 Penalty: 3338.584961
	Iteration 27Q: 3 clusters Score -95952.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95985.898438 Penalty: 3338.584961
	Iteration 28Q: 3 clusters Score -95985.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96020.234375 Penalty: 3338.584961
	Iteration 29Q: 3 clusters Score -96020.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96062.742188 Penalty: 3338.584961
	Iteration 30Q: 3 clusters Score -96062.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96113.320312 Penalty: 3338.584961
	Iteration 31Q: 3 clusters Score -96113.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -96169.593750 Penalty: 3338.584961
	Iteration 32Q: 3 clusters Score -96169.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -96222.132812 Penalty: 3338.584961
	Iteration 33Q: 3 clusters Score -96222.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -96296.414062 Penalty: 3338.584961
	Iteration 34Q: 3 clusters Score -96296.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -96392.078125 Penalty: 3338.584961
	Iteration 35Q: 3 clusters Score -96392.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -96489.343750 Penalty: 3338.584961
	Iteration 36Q: 3 clusters Score -96489.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -96554.406250 Penalty: 3338.584961
	Iteration 37Q: 3 clusters Score -96554.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96650.085938 Penalty: 3338.584961
	Iteration 38Q: 3 clusters Score -96650.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96726.750000 Penalty: 3338.584961
	Iteration 39Q: 3 clusters Score -96726.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96741.523438 Penalty: 3338.584961
	Iteration 40F: 3 clusters Score -96741.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -96753.796875 Penalty: 3338.584961
	Iteration 41Q: 3 clusters Score -96753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -96766.875000 Penalty: 3338.584961
	Iteration 42Q: 3 clusters Score -96766.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -96766.875000 Penalty: 3338.584961
	Iteration 43F: 3 clusters Score -96766.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 7592 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78244 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152690 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41482 members 
Mstep: Class 12 contains 106288 members 
Mstep: Class 13 contains 48039 members 
Mstep: Class 14 contains 258148 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35435 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105411 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12244 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45671 members 
Mstep: Class 35 contains 540 members 
Entering Unmasked Estep 
Score: -157745904.000000 Penalty: 121963.125000
Splitting cluster 18 changes total score from -157747408.000000 to -157745904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (7134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Entering Unmasked Estep 
Score: -867837.750000 Penalty: 2200.411621
	Iteration 0F: 2 clusters Score -867837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -862079.625000 Penalty: 4400.823242
	Iteration 0F: 3 clusters Score -862079.6 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -863702.437500 Penalty: 4400.823242
	Iteration 1F: 3 clusters Score -863702.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -864078.437500 Penalty: 4400.823242
	Iteration 2F: 3 clusters Score -864078.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -864391.750000 Penalty: 4400.823242
	Iteration 3F: 3 clusters Score -864391.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -864636.937500 Penalty: 4400.823242
	Iteration 4F: 3 clusters Score -864636.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -864828.812500 Penalty: 4400.823242
	Iteration 5Q: 3 clusters Score -864828.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -864965.312500 Penalty: 4400.823242
	Iteration 6Q: 3 clusters Score -864965.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -865082.937500 Penalty: 4400.823242
	Iteration 7Q: 3 clusters Score -865082.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -865175.812500 Penalty: 4400.823242
	Iteration 8Q: 3 clusters Score -865175.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -865263.812500 Penalty: 4400.823242
	Iteration 9Q: 3 clusters Score -865263.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -865345.062500 Penalty: 4400.823242
	Iteration 10Q: 3 clusters Score -865345.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -865413.062500 Penalty: 4400.823242
	Iteration 11Q: 3 clusters Score -865413.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -865467.937500 Penalty: 4400.823242
	Iteration 12Q: 3 clusters Score -865467.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -865508.250000 Penalty: 4400.823242
	Iteration 13Q: 3 clusters Score -865508.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -865547.687500 Penalty: 4400.823242
	Iteration 14Q: 3 clusters Score -865547.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -865582.250000 Penalty: 4400.823242
	Iteration 15Q: 3 clusters Score -865582.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -865612.125000 Penalty: 4400.823242
	Iteration 16Q: 3 clusters Score -865612.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -865650.500000 Penalty: 4400.823242
	Iteration 17Q: 3 clusters Score -865650.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -865692.625000 Penalty: 4400.823242
	Iteration 18Q: 3 clusters Score -865692.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -865737.062500 Penalty: 4400.823242
	Iteration 19Q: 3 clusters Score -865737.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -865776.000000 Penalty: 4400.823242
	Iteration 20F: 3 clusters Score -865776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -865814.000000 Penalty: 4400.823242
	Iteration 21Q: 3 clusters Score -865814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -865839.875000 Penalty: 4400.823242
	Iteration 22Q: 3 clusters Score -865839.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -865876.937500 Penalty: 4400.823242
	Iteration 23Q: 3 clusters Score -865876.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -865900.625000 Penalty: 4400.823242
	Iteration 24Q: 3 clusters Score -865900.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -865922.937500 Penalty: 4400.823242
	Iteration 25Q: 3 clusters Score -865922.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -865943.062500 Penalty: 4400.823242
	Iteration 26Q: 3 clusters Score -865943.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -865954.812500 Penalty: 4400.823242
	Iteration 27Q: 3 clusters Score -865954.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -865968.687500 Penalty: 4400.823242
	Iteration 28Q: 3 clusters Score -865968.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -865980.625000 Penalty: 4400.823242
	Iteration 29Q: 3 clusters Score -865980.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -865990.250000 Penalty: 4400.823242
	Iteration 30Q: 3 clusters Score -865990.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -866003.750000 Penalty: 4400.823242
	Iteration 31Q: 3 clusters Score -866003.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -866010.937500 Penalty: 4400.823242
	Iteration 32Q: 3 clusters Score -866010.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -866023.562500 Penalty: 4400.823242
	Iteration 33Q: 3 clusters Score -866023.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -866034.812500 Penalty: 4400.823242
	Iteration 34Q: 3 clusters Score -866034.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -866043.062500 Penalty: 4400.823242
	Iteration 35Q: 3 clusters Score -866043.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -866054.000000 Penalty: 4400.823242
	Iteration 36Q: 3 clusters Score -866054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -866062.562500 Penalty: 4400.823242
	Iteration 37Q: 3 clusters Score -866062.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -866074.125000 Penalty: 4400.823242
	Iteration 38Q: 3 clusters Score -866074.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -866092.000000 Penalty: 4400.823242
	Iteration 39Q: 3 clusters Score -866092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -866110.687500 Penalty: 4400.823242
	Iteration 40F: 3 clusters Score -866110.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -866131.375000 Penalty: 4400.823242
	Iteration 41Q: 3 clusters Score -866131.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -866152.875000 Penalty: 4400.823242
	Iteration 42Q: 3 clusters Score -866152.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -866165.375000 Penalty: 4400.823242
	Iteration 43Q: 3 clusters Score -866165.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -866176.125000 Penalty: 4400.823242
	Iteration 44Q: 3 clusters Score -866176.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -866182.812500 Penalty: 4400.823242
	Iteration 45Q: 3 clusters Score -866182.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -866191.625000 Penalty: 4400.823242
	Iteration 46Q: 3 clusters Score -866191.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -866196.937500 Penalty: 4400.823242
	Iteration 47Q: 3 clusters Score -866196.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -866202.125000 Penalty: 4400.823242
	Iteration 48Q: 3 clusters Score -866202.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -866210.312500 Penalty: 4400.823242
	Iteration 49Q: 3 clusters Score -866210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -866213.000000 Penalty: 4400.823242
	Iteration 50Q: 3 clusters Score -866213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -866217.937500 Penalty: 4400.823242
	Iteration 51Q: 3 clusters Score -866217.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -866223.187500 Penalty: 4400.823242
	Iteration 52Q: 3 clusters Score -866223.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -866226.812500 Penalty: 4400.823242
	Iteration 53Q: 3 clusters Score -866226.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -866232.375000 Penalty: 4400.823242
	Iteration 54Q: 3 clusters Score -866232.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -866235.375000 Penalty: 4400.823242
	Iteration 55Q: 3 clusters Score -866235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -866236.812500 Penalty: 4400.823242
	Iteration 56Q: 3 clusters Score -866236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -866236.250000 Penalty: 4400.823242
	Iteration 57Q: 3 clusters Score -866236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -866236.250000 Penalty: 4400.823242
	Iteration 58Q: 3 clusters Score -866236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -866236.250000 Penalty: 4400.823242
	Iteration 59F: 3 clusters Score -866236.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Entering Unmasked Estep 
Score: -4641296.500000 Penalty: 2597.912842
	Iteration 0F: 2 clusters Score -4641296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4617291.500000 Penalty: 5195.825684
	Iteration 0F: 3 clusters Score -4617292 nChanged 15950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4625773.000000 Penalty: 5195.825684
	Iteration 1F: 3 clusters Score -4625773 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4626183.500000 Penalty: 5195.825684
	Iteration 2Q: 3 clusters Score -4626184 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4626595.500000 Penalty: 5195.825684
	Iteration 3Q: 3 clusters Score -4626596 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4626965.500000 Penalty: 5195.825684
	Iteration 4Q: 3 clusters Score -4626966 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4627345.500000 Penalty: 5195.825684
	Iteration 5Q: 3 clusters Score -4627346 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4627802.500000 Penalty: 5195.825684
	Iteration 6Q: 3 clusters Score -4627802 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -4628389.000000 Penalty: 5195.825684
	Iteration 7Q: 3 clusters Score -4628389 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4629223.000000 Penalty: 5195.825684
	Iteration 8Q: 3 clusters Score -4629223 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -4630376.500000 Penalty: 5195.825684
	Iteration 9F: 3 clusters Score -4630376 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -4631833.000000 Penalty: 5195.825684
	Iteration 10F: 3 clusters Score -4631833 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4633553.000000 Penalty: 5195.825684
	Iteration 11F: 3 clusters Score -4633553 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -4635053.500000 Penalty: 5195.825684
	Iteration 12F: 3 clusters Score -4635054 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -4636052.500000 Penalty: 5195.825684
	Iteration 13Q: 3 clusters Score -4636052 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -4636601.500000 Penalty: 5195.825684
	Iteration 14Q: 3 clusters Score -4636602 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -4636907.500000 Penalty: 5195.825684
	Iteration 15Q: 3 clusters Score -4636908 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -4637134.000000 Penalty: 5195.825684
	Iteration 16Q: 3 clusters Score -4637134 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -4637311.500000 Penalty: 5195.825684
	Iteration 17Q: 3 clusters Score -4637312 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -4637454.000000 Penalty: 5195.825684
	Iteration 18Q: 3 clusters Score -4637454 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -4637591.000000 Penalty: 5195.825684
	Iteration 19Q: 3 clusters Score -4637591 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -4637699.000000 Penalty: 5195.825684
	Iteration 20F: 3 clusters Score -4637699 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -4637780.000000 Penalty: 5195.825684
	Iteration 21Q: 3 clusters Score -4637780 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -4637873.000000 Penalty: 5195.825684
	Iteration 22Q: 3 clusters Score -4637873 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -4637966.000000 Penalty: 5195.825684
	Iteration 23Q: 3 clusters Score -4637966 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -4638043.500000 Penalty: 5195.825684
	Iteration 24Q: 3 clusters Score -4638044 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4638101.000000 Penalty: 5195.825684
	Iteration 25Q: 3 clusters Score -4638101 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4638172.000000 Penalty: 5195.825684
	Iteration 26Q: 3 clusters Score -4638172 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4638268.500000 Penalty: 5195.825684
	Iteration 27Q: 3 clusters Score -4638268 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -4638334.000000 Penalty: 5195.825684
	Iteration 28Q: 3 clusters Score -4638334 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -4638401.000000 Penalty: 5195.825684
	Iteration 29Q: 3 clusters Score -4638401 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4638446.500000 Penalty: 5195.825684
	Iteration 30Q: 3 clusters Score -4638446 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -4638502.500000 Penalty: 5195.825684
	Iteration 31Q: 3 clusters Score -4638502 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -4638569.000000 Penalty: 5195.825684
	Iteration 32Q: 3 clusters Score -4638569 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -4638607.000000 Penalty: 5195.825684
	Iteration 33Q: 3 clusters Score -4638607 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -4638670.000000 Penalty: 5195.825684
	Iteration 34Q: 3 clusters Score -4638670 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -4638720.000000 Penalty: 5195.825684
	Iteration 35Q: 3 clusters Score -4638720 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4638773.500000 Penalty: 5195.825684
	Iteration 36Q: 3 clusters Score -4638774 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -4638798.500000 Penalty: 5195.825684
	Iteration 37Q: 3 clusters Score -4638798 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -4638836.500000 Penalty: 5195.825684
	Iteration 38Q: 3 clusters Score -4638836 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4638865.000000 Penalty: 5195.825684
	Iteration 39Q: 3 clusters Score -4638865 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4638886.500000 Penalty: 5195.825684
	Iteration 40F: 3 clusters Score -4638886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4638903.000000 Penalty: 5195.825684
	Iteration 41Q: 3 clusters Score -4638903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -4638907.000000 Penalty: 5195.825684
	Iteration 42Q: 3 clusters Score -4638907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -4638920.500000 Penalty: 5195.825684
	Iteration 43Q: 3 clusters Score -4638920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -4638928.500000 Penalty: 5195.825684
	Iteration 44Q: 3 clusters Score -4638928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -4638944.000000 Penalty: 5195.825684
	Iteration 45Q: 3 clusters Score -4638944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4638965.000000 Penalty: 5195.825684
	Iteration 46Q: 3 clusters Score -4638965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4638982.500000 Penalty: 5195.825684
	Iteration 47Q: 3 clusters Score -4638982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4638990.500000 Penalty: 5195.825684
	Iteration 48Q: 3 clusters Score -4638990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4638997.500000 Penalty: 5195.825684
	Iteration 49Q: 3 clusters Score -4638998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4639004.000000 Penalty: 5195.825684
	Iteration 50Q: 3 clusters Score -4639004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4639014.000000 Penalty: 5195.825684
	Iteration 51Q: 3 clusters Score -4639014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4639024.000000 Penalty: 5195.825684
	Iteration 52Q: 3 clusters Score -4639024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4639038.500000 Penalty: 5195.825684
	Iteration 53Q: 3 clusters Score -4639038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -4639046.000000 Penalty: 5195.825684
	Iteration 54Q: 3 clusters Score -4639046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -4639049.000000 Penalty: 5195.825684
	Iteration 55Q: 3 clusters Score -4639049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4639060.500000 Penalty: 5195.825684
	Iteration 56Q: 3 clusters Score -4639060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4639068.500000 Penalty: 5195.825684
	Iteration 57Q: 3 clusters Score -4639068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -4639063.500000 Penalty: 5195.825684
	Iteration 58Q: 3 clusters Score -4639064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -4639076.500000 Penalty: 5195.825684
	Iteration 59Q: 3 clusters Score -4639076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -4639080.500000 Penalty: 5195.825684
	Iteration 60F: 3 clusters Score -4639080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4639080.500000 Penalty: 5195.825684
	Iteration 61Q: 3 clusters Score -4639080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -4639082.500000 Penalty: 5195.825684
	Iteration 62Q: 3 clusters Score -4639082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -4639082.000000 Penalty: 5195.825684
	Iteration 63Q: 3 clusters Score -4639082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4639082.500000 Penalty: 5195.825684
	Iteration 64Q: 3 clusters Score -4639082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4639081.000000 Penalty: 5195.825684
	Iteration 65Q: 3 clusters Score -4639081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -4639086.500000 Penalty: 5195.825684
	Iteration 66Q: 3 clusters Score -4639086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4639080.000000 Penalty: 5195.825684
	Iteration 67Q: 3 clusters Score -4639080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -4639083.000000 Penalty: 5195.825684
	Iteration 68Q: 3 clusters Score -4639083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -4639080.500000 Penalty: 5195.825684
	Iteration 69Q: 3 clusters Score -4639080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4639085.500000 Penalty: 5195.825684
	Iteration 70Q: 3 clusters Score -4639086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4639089.000000 Penalty: 5195.825684
	Iteration 71Q: 3 clusters Score -4639089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -4639091.000000 Penalty: 5195.825684
	Iteration 72Q: 3 clusters Score -4639091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4639087.500000 Penalty: 5195.825684
	Iteration 73Q: 3 clusters Score -4639088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4639087.500000 Penalty: 5195.825684
	Iteration 74F: 3 clusters Score -4639088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -573084.375000 Penalty: 2097.182373
	Iteration 0F: 2 clusters Score -573084.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -568764.312500 Penalty: 4194.364746
	Iteration 0F: 3 clusters Score -568764.3 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -569782.250000 Penalty: 4194.364746
	Iteration 1F: 3 clusters Score -569782.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -569975.562500 Penalty: 4194.364746
	Iteration 2F: 3 clusters Score -569975.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -570098.875000 Penalty: 4194.364746
	Iteration 3Q: 3 clusters Score -570098.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -570202.625000 Penalty: 4194.364746
	Iteration 4Q: 3 clusters Score -570202.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -570295.875000 Penalty: 4194.364746
	Iteration 5Q: 3 clusters Score -570295.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -570385.625000 Penalty: 4194.364746
	Iteration 6Q: 3 clusters Score -570385.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -570467.750000 Penalty: 4194.364746
	Iteration 7Q: 3 clusters Score -570467.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -570541.500000 Penalty: 4194.364746
	Iteration 8Q: 3 clusters Score -570541.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -570615.875000 Penalty: 4194.364746
	Iteration 9Q: 3 clusters Score -570615.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -570682.687500 Penalty: 4194.364746
	Iteration 10Q: 3 clusters Score -570682.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -570744.312500 Penalty: 4194.364746
	Iteration 11Q: 3 clusters Score -570744.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -570808.125000 Penalty: 4194.364746
	Iteration 12Q: 3 clusters Score -570808.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -570876.250000 Penalty: 4194.364746
	Iteration 13Q: 3 clusters Score -570876.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -570962.750000 Penalty: 4194.364746
	Iteration 14Q: 3 clusters Score -570962.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -571058.750000 Penalty: 4194.364746
	Iteration 15Q: 3 clusters Score -571058.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -571166.375000 Penalty: 4194.364746
	Iteration 16Q: 3 clusters Score -571166.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -571267.875000 Penalty: 4194.364746
	Iteration 17Q: 3 clusters Score -571267.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -571379.750000 Penalty: 4194.364746
	Iteration 18Q: 3 clusters Score -571379.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -571470.937500 Penalty: 4194.364746
	Iteration 19Q: 3 clusters Score -571470.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -571543.250000 Penalty: 4194.364746
	Iteration 20F: 3 clusters Score -571543.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -571590.000000 Penalty: 4194.364746
	Iteration 21Q: 3 clusters Score -571590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -571642.000000 Penalty: 4194.364746
	Iteration 22Q: 3 clusters Score -571642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -571684.250000 Penalty: 4194.364746
	Iteration 23Q: 3 clusters Score -571684.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -571718.687500 Penalty: 4194.364746
	Iteration 24Q: 3 clusters Score -571718.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -571742.375000 Penalty: 4194.364746
	Iteration 25Q: 3 clusters Score -571742.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -571755.937500 Penalty: 4194.364746
	Iteration 26Q: 3 clusters Score -571755.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -571760.437500 Penalty: 4194.364746
	Iteration 27Q: 3 clusters Score -571760.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -571766.062500 Penalty: 4194.364746
	Iteration 28Q: 3 clusters Score -571766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -571767.375000 Penalty: 4194.364746
	Iteration 29Q: 3 clusters Score -571767.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -571771.125000 Penalty: 4194.364746
	Iteration 30Q: 3 clusters Score -571771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -571773.812500 Penalty: 4194.364746
	Iteration 31Q: 3 clusters Score -571773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -571774.187500 Penalty: 4194.364746
	Iteration 32Q: 3 clusters Score -571774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -571774.500000 Penalty: 4194.364746
	Iteration 33Q: 3 clusters Score -571774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -571774.937500 Penalty: 4194.364746
	Iteration 34Q: 3 clusters Score -571774.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -571774.937500 Penalty: 4194.364746
	Iteration 35F: 3 clusters Score -571774.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Entering Unmasked Estep 
Score: -1123822.875000 Penalty: 2260.202393
	Iteration 0F: 2 clusters Score -1123823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1116724.875000 Penalty: 4520.404785
	Iteration 0F: 3 clusters Score -1116725 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1118861.750000 Penalty: 4520.404785
	Iteration 1F: 3 clusters Score -1118862 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1119213.375000 Penalty: 4520.404785
	Iteration 2F: 3 clusters Score -1119213 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1119440.500000 Penalty: 4520.404785
	Iteration 3F: 3 clusters Score -1119440 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1119629.375000 Penalty: 4520.404785
	Iteration 4Q: 3 clusters Score -1119629 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1119780.750000 Penalty: 4520.404785
	Iteration 5Q: 3 clusters Score -1119781 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1119904.375000 Penalty: 4520.404785
	Iteration 6Q: 3 clusters Score -1119904 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1120021.125000 Penalty: 4520.404785
	Iteration 7Q: 3 clusters Score -1120021 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1120118.625000 Penalty: 4520.404785
	Iteration 8Q: 3 clusters Score -1120119 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1120206.125000 Penalty: 4520.404785
	Iteration 9Q: 3 clusters Score -1120206 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1120290.500000 Penalty: 4520.404785
	Iteration 10Q: 3 clusters Score -1120290 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1120373.875000 Penalty: 4520.404785
	Iteration 11Q: 3 clusters Score -1120374 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1120452.750000 Penalty: 4520.404785
	Iteration 12Q: 3 clusters Score -1120453 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1120531.625000 Penalty: 4520.404785
	Iteration 13Q: 3 clusters Score -1120532 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1120606.000000 Penalty: 4520.404785
	Iteration 14Q: 3 clusters Score -1120606 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1120681.125000 Penalty: 4520.404785
	Iteration 15Q: 3 clusters Score -1120681 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1120758.000000 Penalty: 4520.404785
	Iteration 16Q: 3 clusters Score -1120758 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1120827.625000 Penalty: 4520.404785
	Iteration 17Q: 3 clusters Score -1120828 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1120893.000000 Penalty: 4520.404785
	Iteration 18Q: 3 clusters Score -1120893 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1120950.000000 Penalty: 4520.404785
	Iteration 19Q: 3 clusters Score -1120950 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1121013.500000 Penalty: 4520.404785
	Iteration 20F: 3 clusters Score -1121014 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1121075.625000 Penalty: 4520.404785
	Iteration 21Q: 3 clusters Score -1121076 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1121132.375000 Penalty: 4520.404785
	Iteration 22Q: 3 clusters Score -1121132 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1121171.750000 Penalty: 4520.404785
	Iteration 23Q: 3 clusters Score -1121172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1121198.125000 Penalty: 4520.404785
	Iteration 24Q: 3 clusters Score -1121198 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1121226.000000 Penalty: 4520.404785
	Iteration 25Q: 3 clusters Score -1121226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1121258.125000 Penalty: 4520.404785
	Iteration 26Q: 3 clusters Score -1121258 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1121278.750000 Penalty: 4520.404785
	Iteration 27Q: 3 clusters Score -1121279 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1121302.250000 Penalty: 4520.404785
	Iteration 28Q: 3 clusters Score -1121302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1121321.125000 Penalty: 4520.404785
	Iteration 29Q: 3 clusters Score -1121321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1121341.125000 Penalty: 4520.404785
	Iteration 30Q: 3 clusters Score -1121341 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1121360.250000 Penalty: 4520.404785
	Iteration 31Q: 3 clusters Score -1121360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1121382.000000 Penalty: 4520.404785
	Iteration 32Q: 3 clusters Score -1121382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1121409.750000 Penalty: 4520.404785
	Iteration 33Q: 3 clusters Score -1121410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1121432.000000 Penalty: 4520.404785
	Iteration 34Q: 3 clusters Score -1121432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1121445.625000 Penalty: 4520.404785
	Iteration 35Q: 3 clusters Score -1121446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1121461.250000 Penalty: 4520.404785
	Iteration 36Q: 3 clusters Score -1121461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1121468.000000 Penalty: 4520.404785
	Iteration 37Q: 3 clusters Score -1121468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1121479.625000 Penalty: 4520.404785
	Iteration 38Q: 3 clusters Score -1121480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1121490.375000 Penalty: 4520.404785
	Iteration 39Q: 3 clusters Score -1121490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1121494.250000 Penalty: 4520.404785
	Iteration 40F: 3 clusters Score -1121494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1121498.625000 Penalty: 4520.404785
	Iteration 41Q: 3 clusters Score -1121499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1121504.125000 Penalty: 4520.404785
	Iteration 42Q: 3 clusters Score -1121504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1121511.250000 Penalty: 4520.404785
	Iteration 43Q: 3 clusters Score -1121511 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1121525.250000 Penalty: 4520.404785
	Iteration 44Q: 3 clusters Score -1121525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1121531.625000 Penalty: 4520.404785
	Iteration 45Q: 3 clusters Score -1121532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1121541.625000 Penalty: 4520.404785
	Iteration 46Q: 3 clusters Score -1121542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1121549.500000 Penalty: 4520.404785
	Iteration 47Q: 3 clusters Score -1121550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1121557.625000 Penalty: 4520.404785
	Iteration 48Q: 3 clusters Score -1121558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1121560.750000 Penalty: 4520.404785
	Iteration 49Q: 3 clusters Score -1121561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1121569.250000 Penalty: 4520.404785
	Iteration 50Q: 3 clusters Score -1121569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1121574.125000 Penalty: 4520.404785
	Iteration 51Q: 3 clusters Score -1121574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1121581.375000 Penalty: 4520.404785
	Iteration 52Q: 3 clusters Score -1121581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1121583.875000 Penalty: 4520.404785
	Iteration 53Q: 3 clusters Score -1121584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1121589.125000 Penalty: 4520.404785
	Iteration 54Q: 3 clusters Score -1121589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1121595.875000 Penalty: 4520.404785
	Iteration 55Q: 3 clusters Score -1121596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1121601.875000 Penalty: 4520.404785
	Iteration 56Q: 3 clusters Score -1121602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1121608.625000 Penalty: 4520.404785
	Iteration 57Q: 3 clusters Score -1121609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1121611.750000 Penalty: 4520.404785
	Iteration 58Q: 3 clusters Score -1121612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1121616.625000 Penalty: 4520.404785
	Iteration 59Q: 3 clusters Score -1121617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1121618.625000 Penalty: 4520.404785
	Iteration 60F: 3 clusters Score -1121619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1121622.125000 Penalty: 4520.404785
	Iteration 61Q: 3 clusters Score -1121622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1121628.875000 Penalty: 4520.404785
	Iteration 62Q: 3 clusters Score -1121629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1121630.375000 Penalty: 4520.404785
	Iteration 63Q: 3 clusters Score -1121630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1121639.625000 Penalty: 4520.404785
	Iteration 64Q: 3 clusters Score -1121640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1121642.125000 Penalty: 4520.404785
	Iteration 65Q: 3 clusters Score -1121642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1121648.125000 Penalty: 4520.404785
	Iteration 66Q: 3 clusters Score -1121648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1121650.000000 Penalty: 4520.404785
	Iteration 67Q: 3 clusters Score -1121650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1121652.375000 Penalty: 4520.404785
	Iteration 68Q: 3 clusters Score -1121652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1121655.250000 Penalty: 4520.404785
	Iteration 69Q: 3 clusters Score -1121655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1121657.125000 Penalty: 4520.404785
	Iteration 70Q: 3 clusters Score -1121657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1121656.750000 Penalty: 4520.404785
	Iteration 71Q: 3 clusters Score -1121657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1121657.125000 Penalty: 4520.404785
	Iteration 72Q: 3 clusters Score -1121657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1121657.625000 Penalty: 4520.404785
	Iteration 73Q: 3 clusters Score -1121658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1121657.875000 Penalty: 4520.404785
	Iteration 74Q: 3 clusters Score -1121658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1121657.750000 Penalty: 4520.404785
	Iteration 75Q: 3 clusters Score -1121658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1121658.875000 Penalty: 4520.404785
	Iteration 76Q: 3 clusters Score -1121659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1121657.875000 Penalty: 4520.404785
	Iteration 77Q: 3 clusters Score -1121658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1121660.000000 Penalty: 4520.404785
	Iteration 78Q: 3 clusters Score -1121660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1121656.625000 Penalty: 4520.404785
	Iteration 79Q: 3 clusters Score -1121657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1121656.625000 Penalty: 4520.404785
	Iteration 80F: 3 clusters Score -1121657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Entering Unmasked Estep 
Score: -626467.250000 Penalty: 2122.609863
	Iteration 0F: 2 clusters Score -626467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -621783.250000 Penalty: 4245.219727
	Iteration 0F: 3 clusters Score -621783.2 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -622924.750000 Penalty: 4245.219727
	Iteration 1F: 3 clusters Score -622924.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -623213.625000 Penalty: 4245.219727
	Iteration 2F: 3 clusters Score -623213.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -623394.000000 Penalty: 4245.219727
	Iteration 3F: 3 clusters Score -623394 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -623543.375000 Penalty: 4245.219727
	Iteration 4Q: 3 clusters Score -623543.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -623710.937500 Penalty: 4245.219727
	Iteration 5Q: 3 clusters Score -623710.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -623886.687500 Penalty: 4245.219727
	Iteration 6Q: 3 clusters Score -623886.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -624049.875000 Penalty: 4245.219727
	Iteration 7Q: 3 clusters Score -624049.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -624223.562500 Penalty: 4245.219727
	Iteration 8Q: 3 clusters Score -624223.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -624400.375000 Penalty: 4245.219727
	Iteration 9Q: 3 clusters Score -624400.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -624528.812500 Penalty: 4245.219727
	Iteration 10Q: 3 clusters Score -624528.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -624643.625000 Penalty: 4245.219727
	Iteration 11Q: 3 clusters Score -624643.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -624755.812500 Penalty: 4245.219727
	Iteration 12Q: 3 clusters Score -624755.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -624872.375000 Penalty: 4245.219727
	Iteration 13Q: 3 clusters Score -624872.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -624987.812500 Penalty: 4245.219727
	Iteration 14Q: 3 clusters Score -624987.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -625076.125000 Penalty: 4245.219727
	Iteration 15Q: 3 clusters Score -625076.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -625135.687500 Penalty: 4245.219727
	Iteration 16Q: 3 clusters Score -625135.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -625172.375000 Penalty: 4245.219727
	Iteration 17Q: 3 clusters Score -625172.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -625202.750000 Penalty: 4245.219727
	Iteration 18Q: 3 clusters Score -625202.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -625228.250000 Penalty: 4245.219727
	Iteration 19Q: 3 clusters Score -625228.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -625251.812500 Penalty: 4245.219727
	Iteration 20F: 3 clusters Score -625251.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -625270.125000 Penalty: 4245.219727
	Iteration 21Q: 3 clusters Score -625270.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -625289.812500 Penalty: 4245.219727
	Iteration 22Q: 3 clusters Score -625289.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -625304.687500 Penalty: 4245.219727
	Iteration 23Q: 3 clusters Score -625304.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -625318.875000 Penalty: 4245.219727
	Iteration 24Q: 3 clusters Score -625318.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -625336.312500 Penalty: 4245.219727
	Iteration 25Q: 3 clusters Score -625336.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -625353.750000 Penalty: 4245.219727
	Iteration 26Q: 3 clusters Score -625353.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -625367.750000 Penalty: 4245.219727
	Iteration 27Q: 3 clusters Score -625367.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -625377.812500 Penalty: 4245.219727
	Iteration 28Q: 3 clusters Score -625377.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -625386.187500 Penalty: 4245.219727
	Iteration 29Q: 3 clusters Score -625386.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -625393.187500 Penalty: 4245.219727
	Iteration 30Q: 3 clusters Score -625393.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -625398.875000 Penalty: 4245.219727
	Iteration 31Q: 3 clusters Score -625398.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -625402.812500 Penalty: 4245.219727
	Iteration 32Q: 3 clusters Score -625402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -625405.562500 Penalty: 4245.219727
	Iteration 33Q: 3 clusters Score -625405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -625406.625000 Penalty: 4245.219727
	Iteration 34Q: 3 clusters Score -625406.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -625409.187500 Penalty: 4245.219727
	Iteration 35Q: 3 clusters Score -625409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -625408.687500 Penalty: 4245.219727
	Iteration 36Q: 3 clusters Score -625408.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -625411.375000 Penalty: 4245.219727
	Iteration 37Q: 3 clusters Score -625411.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -625411.187500 Penalty: 4245.219727
	Iteration 38Q: 3 clusters Score -625411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -625413.375000 Penalty: 4245.219727
	Iteration 39Q: 3 clusters Score -625413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -625414.500000 Penalty: 4245.219727
	Iteration 40F: 3 clusters Score -625414.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -625413.625000 Penalty: 4245.219727
	Iteration 41Q: 3 clusters Score -625413.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -625413.625000 Penalty: 4245.219727
	Iteration 42F: 3 clusters Score -625413.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Entering Unmasked Estep 
Score: -1578901.125000 Penalty: 2342.579834
	Iteration 0F: 2 clusters Score -1578901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1569532.875000 Penalty: 4685.159668
	Iteration 0F: 3 clusters Score -1569533 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1572389.500000 Penalty: 4685.159668
	Iteration 1F: 3 clusters Score -1572390 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1572931.500000 Penalty: 4685.159668
	Iteration 2F: 3 clusters Score -1572932 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1573467.250000 Penalty: 4685.159668
	Iteration 3F: 3 clusters Score -1573467 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1573911.250000 Penalty: 4685.159668
	Iteration 4F: 3 clusters Score -1573911 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1574278.250000 Penalty: 4685.159668
	Iteration 5F: 3 clusters Score -1574278 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1574555.250000 Penalty: 4685.159668
	Iteration 6Q: 3 clusters Score -1574555 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1574829.875000 Penalty: 4685.159668
	Iteration 7Q: 3 clusters Score -1574830 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1575093.125000 Penalty: 4685.159668
	Iteration 8Q: 3 clusters Score -1575093 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1575341.375000 Penalty: 4685.159668
	Iteration 9Q: 3 clusters Score -1575341 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1575542.250000 Penalty: 4685.159668
	Iteration 10Q: 3 clusters Score -1575542 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1575709.250000 Penalty: 4685.159668
	Iteration 11Q: 3 clusters Score -1575709 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1575883.625000 Penalty: 4685.159668
	Iteration 12Q: 3 clusters Score -1575884 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1576039.500000 Penalty: 4685.159668
	Iteration 13Q: 3 clusters Score -1576040 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1576155.500000 Penalty: 4685.159668
	Iteration 14Q: 3 clusters Score -1576156 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1576231.000000 Penalty: 4685.159668
	Iteration 15Q: 3 clusters Score -1576231 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1576302.500000 Penalty: 4685.159668
	Iteration 16Q: 3 clusters Score -1576302 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1576352.625000 Penalty: 4685.159668
	Iteration 17Q: 3 clusters Score -1576353 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1576403.625000 Penalty: 4685.159668
	Iteration 18Q: 3 clusters Score -1576404 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1576436.125000 Penalty: 4685.159668
	Iteration 19Q: 3 clusters Score -1576436 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1576484.750000 Penalty: 4685.159668
	Iteration 20F: 3 clusters Score -1576485 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1576526.625000 Penalty: 4685.159668
	Iteration 21Q: 3 clusters Score -1576527 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1576572.125000 Penalty: 4685.159668
	Iteration 22Q: 3 clusters Score -1576572 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1576615.125000 Penalty: 4685.159668
	Iteration 23Q: 3 clusters Score -1576615 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1576660.750000 Penalty: 4685.159668
	Iteration 24Q: 3 clusters Score -1576661 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1576697.250000 Penalty: 4685.159668
	Iteration 25Q: 3 clusters Score -1576697 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1576751.125000 Penalty: 4685.159668
	Iteration 26Q: 3 clusters Score -1576751 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1576796.750000 Penalty: 4685.159668
	Iteration 27Q: 3 clusters Score -1576797 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1576844.000000 Penalty: 4685.159668
	Iteration 28Q: 3 clusters Score -1576844 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1576875.500000 Penalty: 4685.159668
	Iteration 29Q: 3 clusters Score -1576876 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1576908.250000 Penalty: 4685.159668
	Iteration 30Q: 3 clusters Score -1576908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1576938.875000 Penalty: 4685.159668
	Iteration 31Q: 3 clusters Score -1576939 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1576972.000000 Penalty: 4685.159668
	Iteration 32Q: 3 clusters Score -1576972 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1577005.500000 Penalty: 4685.159668
	Iteration 33Q: 3 clusters Score -1577006 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1577039.375000 Penalty: 4685.159668
	Iteration 34Q: 3 clusters Score -1577039 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1577078.750000 Penalty: 4685.159668
	Iteration 35Q: 3 clusters Score -1577079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1577111.750000 Penalty: 4685.159668
	Iteration 36Q: 3 clusters Score -1577112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1577142.125000 Penalty: 4685.159668
	Iteration 37Q: 3 clusters Score -1577142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1577165.875000 Penalty: 4685.159668
	Iteration 38Q: 3 clusters Score -1577166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1577191.750000 Penalty: 4685.159668
	Iteration 39Q: 3 clusters Score -1577192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1577214.750000 Penalty: 4685.159668
	Iteration 40F: 3 clusters Score -1577215 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1577245.875000 Penalty: 4685.159668
	Iteration 41Q: 3 clusters Score -1577246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1577256.375000 Penalty: 4685.159668
	Iteration 42Q: 3 clusters Score -1577256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1577270.250000 Penalty: 4685.159668
	Iteration 43Q: 3 clusters Score -1577270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1577288.000000 Penalty: 4685.159668
	Iteration 44Q: 3 clusters Score -1577288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1577311.750000 Penalty: 4685.159668
	Iteration 45Q: 3 clusters Score -1577312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1577329.125000 Penalty: 4685.159668
	Iteration 46Q: 3 clusters Score -1577329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1577341.375000 Penalty: 4685.159668
	Iteration 47Q: 3 clusters Score -1577341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1577345.750000 Penalty: 4685.159668
	Iteration 48Q: 3 clusters Score -1577346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1577359.750000 Penalty: 4685.159668
	Iteration 49Q: 3 clusters Score -1577360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1577365.750000 Penalty: 4685.159668
	Iteration 50Q: 3 clusters Score -1577366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1577380.500000 Penalty: 4685.159668
	Iteration 51Q: 3 clusters Score -1577380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1577386.000000 Penalty: 4685.159668
	Iteration 52Q: 3 clusters Score -1577386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1577393.625000 Penalty: 4685.159668
	Iteration 53Q: 3 clusters Score -1577394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1577407.125000 Penalty: 4685.159668
	Iteration 54Q: 3 clusters Score -1577407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1577419.375000 Penalty: 4685.159668
	Iteration 55Q: 3 clusters Score -1577419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1577435.750000 Penalty: 4685.159668
	Iteration 56Q: 3 clusters Score -1577436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1577441.500000 Penalty: 4685.159668
	Iteration 57Q: 3 clusters Score -1577442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1577447.125000 Penalty: 4685.159668
	Iteration 58Q: 3 clusters Score -1577447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1577455.500000 Penalty: 4685.159668
	Iteration 59Q: 3 clusters Score -1577456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1577456.875000 Penalty: 4685.159668
	Iteration 60F: 3 clusters Score -1577457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1577460.500000 Penalty: 4685.159668
	Iteration 61Q: 3 clusters Score -1577460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1577460.250000 Penalty: 4685.159668
	Iteration 62Q: 3 clusters Score -1577460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1577464.750000 Penalty: 4685.159668
	Iteration 63Q: 3 clusters Score -1577465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1577466.000000 Penalty: 4685.159668
	Iteration 64Q: 3 clusters Score -1577466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1577468.375000 Penalty: 4685.159668
	Iteration 65Q: 3 clusters Score -1577468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1577470.000000 Penalty: 4685.159668
	Iteration 66Q: 3 clusters Score -1577470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1577470.625000 Penalty: 4685.159668
	Iteration 67Q: 3 clusters Score -1577471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1577471.750000 Penalty: 4685.159668
	Iteration 68Q: 3 clusters Score -1577472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1577470.750000 Penalty: 4685.159668
	Iteration 69Q: 3 clusters Score -1577471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1577470.750000 Penalty: 4685.159668
	Iteration 70F: 3 clusters Score -1577471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Entering Unmasked Estep 
Score: -950203.687500 Penalty: 2221.877441
	Iteration 0F: 2 clusters Score -950203.7 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 3904 members 
Entering Unmasked Estep 
Score: -943902.062500 Penalty: 4443.754883
	Iteration 0F: 3 clusters Score -943902.1 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -945573.750000 Penalty: 4443.754883
	Iteration 1F: 3 clusters Score -945573.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -945835.187500 Penalty: 4443.754883
	Iteration 2F: 3 clusters Score -945835.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -946014.500000 Penalty: 4443.754883
	Iteration 3F: 3 clusters Score -946014.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -946169.687500 Penalty: 4443.754883
	Iteration 4Q: 3 clusters Score -946169.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -946284.250000 Penalty: 4443.754883
	Iteration 5Q: 3 clusters Score -946284.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -946387.812500 Penalty: 4443.754883
	Iteration 6Q: 3 clusters Score -946387.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -946476.250000 Penalty: 4443.754883
	Iteration 7Q: 3 clusters Score -946476.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -946549.125000 Penalty: 4443.754883
	Iteration 8Q: 3 clusters Score -946549.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -946619.125000 Penalty: 4443.754883
	Iteration 9Q: 3 clusters Score -946619.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -946681.625000 Penalty: 4443.754883
	Iteration 10Q: 3 clusters Score -946681.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -946740.250000 Penalty: 4443.754883
	Iteration 11Q: 3 clusters Score -946740.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -946799.187500 Penalty: 4443.754883
	Iteration 12Q: 3 clusters Score -946799.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -946842.812500 Penalty: 4443.754883
	Iteration 13Q: 3 clusters Score -946842.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -946885.625000 Penalty: 4443.754883
	Iteration 14Q: 3 clusters Score -946885.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -946917.562500 Penalty: 4443.754883
	Iteration 15Q: 3 clusters Score -946917.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -946946.062500 Penalty: 4443.754883
	Iteration 16Q: 3 clusters Score -946946.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -946976.062500 Penalty: 4443.754883
	Iteration 17Q: 3 clusters Score -946976.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -947005.062500 Penalty: 4443.754883
	Iteration 18Q: 3 clusters Score -947005.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -947026.062500 Penalty: 4443.754883
	Iteration 19Q: 3 clusters Score -947026.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -947043.000000 Penalty: 4443.754883
	Iteration 20F: 3 clusters Score -947043 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -947072.062500 Penalty: 4443.754883
	Iteration 21Q: 3 clusters Score -947072.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -947094.375000 Penalty: 4443.754883
	Iteration 22Q: 3 clusters Score -947094.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -947134.875000 Penalty: 4443.754883
	Iteration 23Q: 3 clusters Score -947134.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -947176.750000 Penalty: 4443.754883
	Iteration 24Q: 3 clusters Score -947176.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -947219.250000 Penalty: 4443.754883
	Iteration 25Q: 3 clusters Score -947219.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -947260.687500 Penalty: 4443.754883
	Iteration 26Q: 3 clusters Score -947260.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -947302.812500 Penalty: 4443.754883
	Iteration 27Q: 3 clusters Score -947302.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -947341.500000 Penalty: 4443.754883
	Iteration 28Q: 3 clusters Score -947341.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -947384.562500 Penalty: 4443.754883
	Iteration 29Q: 3 clusters Score -947384.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -947430.125000 Penalty: 4443.754883
	Iteration 30Q: 3 clusters Score -947430.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -947474.625000 Penalty: 4443.754883
	Iteration 31Q: 3 clusters Score -947474.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -947518.250000 Penalty: 4443.754883
	Iteration 32Q: 3 clusters Score -947518.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -947565.625000 Penalty: 4443.754883
	Iteration 33Q: 3 clusters Score -947565.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -947600.625000 Penalty: 4443.754883
	Iteration 34Q: 3 clusters Score -947600.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -947630.375000 Penalty: 4443.754883
	Iteration 35Q: 3 clusters Score -947630.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -947661.687500 Penalty: 4443.754883
	Iteration 36Q: 3 clusters Score -947661.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -947688.125000 Penalty: 4443.754883
	Iteration 37Q: 3 clusters Score -947688.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -947716.500000 Penalty: 4443.754883
	Iteration 38Q: 3 clusters Score -947716.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -947754.125000 Penalty: 4443.754883
	Iteration 39Q: 3 clusters Score -947754.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -947792.187500 Penalty: 4443.754883
	Iteration 40F: 3 clusters Score -947792.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -947840.875000 Penalty: 4443.754883
	Iteration 41Q: 3 clusters Score -947840.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -947888.937500 Penalty: 4443.754883
	Iteration 42Q: 3 clusters Score -947888.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -947931.437500 Penalty: 4443.754883
	Iteration 43Q: 3 clusters Score -947931.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -947980.812500 Penalty: 4443.754883
	Iteration 44Q: 3 clusters Score -947980.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -948016.812500 Penalty: 4443.754883
	Iteration 45Q: 3 clusters Score -948016.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -948050.312500 Penalty: 4443.754883
	Iteration 46Q: 3 clusters Score -948050.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -948094.750000 Penalty: 4443.754883
	Iteration 47Q: 3 clusters Score -948094.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -948147.437500 Penalty: 4443.754883
	Iteration 48Q: 3 clusters Score -948147.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -948183.437500 Penalty: 4443.754883
	Iteration 49Q: 3 clusters Score -948183.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -948211.812500 Penalty: 4443.754883
	Iteration 50Q: 3 clusters Score -948211.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -948237.875000 Penalty: 4443.754883
	Iteration 51Q: 3 clusters Score -948237.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -948256.312500 Penalty: 4443.754883
	Iteration 52Q: 3 clusters Score -948256.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -948270.562500 Penalty: 4443.754883
	Iteration 53Q: 3 clusters Score -948270.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -948280.375000 Penalty: 4443.754883
	Iteration 54Q: 3 clusters Score -948280.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -948290.625000 Penalty: 4443.754883
	Iteration 55Q: 3 clusters Score -948290.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -948303.437500 Penalty: 4443.754883
	Iteration 56Q: 3 clusters Score -948303.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -948312.937500 Penalty: 4443.754883
	Iteration 57Q: 3 clusters Score -948312.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -948317.125000 Penalty: 4443.754883
	Iteration 58Q: 3 clusters Score -948317.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -948321.812500 Penalty: 4443.754883
	Iteration 59Q: 3 clusters Score -948321.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -948329.437500 Penalty: 4443.754883
	Iteration 60F: 3 clusters Score -948329.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -948335.312500 Penalty: 4443.754883
	Iteration 61Q: 3 clusters Score -948335.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -948338.125000 Penalty: 4443.754883
	Iteration 62Q: 3 clusters Score -948338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -948342.125000 Penalty: 4443.754883
	Iteration 63Q: 3 clusters Score -948342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -948346.125000 Penalty: 4443.754883
	Iteration 64Q: 3 clusters Score -948346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -948350.875000 Penalty: 4443.754883
	Iteration 65Q: 3 clusters Score -948350.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -948356.562500 Penalty: 4443.754883
	Iteration 66Q: 3 clusters Score -948356.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -948359.625000 Penalty: 4443.754883
	Iteration 67Q: 3 clusters Score -948359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -948361.750000 Penalty: 4443.754883
	Iteration 68Q: 3 clusters Score -948361.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -948362.687500 Penalty: 4443.754883
	Iteration 69Q: 3 clusters Score -948362.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -948366.000000 Penalty: 4443.754883
	Iteration 70Q: 3 clusters Score -948366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -948368.687500 Penalty: 4443.754883
	Iteration 71Q: 3 clusters Score -948368.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -948370.125000 Penalty: 4443.754883
	Iteration 72Q: 3 clusters Score -948370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -948374.125000 Penalty: 4443.754883
	Iteration 73Q: 3 clusters Score -948374.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -948377.062500 Penalty: 4443.754883
	Iteration 74Q: 3 clusters Score -948377.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -948386.625000 Penalty: 4443.754883
	Iteration 75Q: 3 clusters Score -948386.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -948392.625000 Penalty: 4443.754883
	Iteration 76Q: 3 clusters Score -948392.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -948394.125000 Penalty: 4443.754883
	Iteration 77Q: 3 clusters Score -948394.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -948398.062500 Penalty: 4443.754883
	Iteration 78Q: 3 clusters Score -948398.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -948399.500000 Penalty: 4443.754883
	Iteration 79Q: 3 clusters Score -948399.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -948400.625000 Penalty: 4443.754883
	Iteration 80F: 3 clusters Score -948400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -948402.875000 Penalty: 4443.754883
	Iteration 81Q: 3 clusters Score -948402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -948405.062500 Penalty: 4443.754883
	Iteration 82Q: 3 clusters Score -948405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -948406.125000 Penalty: 4443.754883
	Iteration 83Q: 3 clusters Score -948406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -948408.000000 Penalty: 4443.754883
	Iteration 84Q: 3 clusters Score -948408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -948408.750000 Penalty: 4443.754883
	Iteration 85Q: 3 clusters Score -948408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -948408.750000 Penalty: 4443.754883
	Iteration 86F: 3 clusters Score -948408.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -86898.671875 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -86898.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85172.835938 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -85172.84 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85465.500000 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -85465.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85543.171875 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -85543.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85570.859375 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -85570.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85590.476562 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -85590.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85604.210938 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -85604.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85621.539062 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -85621.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -85626.054688 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -85626.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85628.382812 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -85628.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85632.835938 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -85632.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85636.140625 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -85636.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85636.781250 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -85636.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85637.960938 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -85637.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -85640.164062 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -85640.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85640.710938 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -85640.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85640.710938 Penalty: 3270.829102
	Iteration 15F: 3 clusters Score -85640.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Entering Unmasked Estep 
Score: -974778.500000 Penalty: 2245.023926
	Iteration 0F: 2 clusters Score -974778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -968000.125000 Penalty: 4490.047852
	Iteration 0F: 3 clusters Score -968000.1 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -970167.500000 Penalty: 4490.047852
	Iteration 1F: 3 clusters Score -970167.5 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -970684.875000 Penalty: 4490.047852
	Iteration 2F: 3 clusters Score -970684.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -971231.500000 Penalty: 4490.047852
	Iteration 3F: 3 clusters Score -971231.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -971802.250000 Penalty: 4490.047852
	Iteration 4F: 3 clusters Score -971802.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -972282.125000 Penalty: 4490.047852
	Iteration 5F: 3 clusters Score -972282.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -972651.437500 Penalty: 4490.047852
	Iteration 6F: 3 clusters Score -972651.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -972981.062500 Penalty: 4490.047852
	Iteration 7Q: 3 clusters Score -972981.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -973242.625000 Penalty: 4490.047852
	Iteration 8Q: 3 clusters Score -973242.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -973476.625000 Penalty: 4490.047852
	Iteration 9Q: 3 clusters Score -973476.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -973666.062500 Penalty: 4490.047852
	Iteration 10Q: 3 clusters Score -973666.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -973793.625000 Penalty: 4490.047852
	Iteration 11Q: 3 clusters Score -973793.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -973886.750000 Penalty: 4490.047852
	Iteration 12Q: 3 clusters Score -973886.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -973954.125000 Penalty: 4490.047852
	Iteration 13Q: 3 clusters Score -973954.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -973997.875000 Penalty: 4490.047852
	Iteration 14Q: 3 clusters Score -973997.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -974028.812500 Penalty: 4490.047852
	Iteration 15Q: 3 clusters Score -974028.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -974054.062500 Penalty: 4490.047852
	Iteration 16Q: 3 clusters Score -974054.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -974072.062500 Penalty: 4490.047852
	Iteration 17Q: 3 clusters Score -974072.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -974088.000000 Penalty: 4490.047852
	Iteration 18Q: 3 clusters Score -974088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -974096.562500 Penalty: 4490.047852
	Iteration 19Q: 3 clusters Score -974096.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -974104.625000 Penalty: 4490.047852
	Iteration 20F: 3 clusters Score -974104.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -974111.375000 Penalty: 4490.047852
	Iteration 21Q: 3 clusters Score -974111.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -974113.937500 Penalty: 4490.047852
	Iteration 22Q: 3 clusters Score -974113.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -974120.000000 Penalty: 4490.047852
	Iteration 23Q: 3 clusters Score -974120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -974127.625000 Penalty: 4490.047852
	Iteration 24Q: 3 clusters Score -974127.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -974132.875000 Penalty: 4490.047852
	Iteration 25Q: 3 clusters Score -974132.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -974137.625000 Penalty: 4490.047852
	Iteration 26Q: 3 clusters Score -974137.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -974138.062500 Penalty: 4490.047852
	Iteration 27Q: 3 clusters Score -974138.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -974140.937500 Penalty: 4490.047852
	Iteration 28Q: 3 clusters Score -974140.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -974145.375000 Penalty: 4490.047852
	Iteration 29Q: 3 clusters Score -974145.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -974148.375000 Penalty: 4490.047852
	Iteration 30Q: 3 clusters Score -974148.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -974151.687500 Penalty: 4490.047852
	Iteration 31Q: 3 clusters Score -974151.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -974154.250000 Penalty: 4490.047852
	Iteration 32Q: 3 clusters Score -974154.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -974156.437500 Penalty: 4490.047852
	Iteration 33Q: 3 clusters Score -974156.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -974159.687500 Penalty: 4490.047852
	Iteration 34Q: 3 clusters Score -974159.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -974160.812500 Penalty: 4490.047852
	Iteration 35Q: 3 clusters Score -974160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -974164.875000 Penalty: 4490.047852
	Iteration 36Q: 3 clusters Score -974164.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -974166.187500 Penalty: 4490.047852
	Iteration 37Q: 3 clusters Score -974166.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -974169.437500 Penalty: 4490.047852
	Iteration 38Q: 3 clusters Score -974169.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -974170.625000 Penalty: 4490.047852
	Iteration 39Q: 3 clusters Score -974170.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -974173.062500 Penalty: 4490.047852
	Iteration 40F: 3 clusters Score -974173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -974174.000000 Penalty: 4490.047852
	Iteration 41Q: 3 clusters Score -974174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -974172.937500 Penalty: 4490.047852
	Iteration 42Q: 3 clusters Score -974172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -974173.437500 Penalty: 4490.047852
	Iteration 43Q: 3 clusters Score -974173.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -974174.562500 Penalty: 4490.047852
	Iteration 44Q: 3 clusters Score -974174.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -974174.875000 Penalty: 4490.047852
	Iteration 45Q: 3 clusters Score -974174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -974174.875000 Penalty: 4490.047852
	Iteration 46Q: 3 clusters Score -974174.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -974174.312500 Penalty: 4490.047852
	Iteration 47Q: 3 clusters Score -974174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -974176.187500 Penalty: 4490.047852
	Iteration 48Q: 3 clusters Score -974176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -974179.437500 Penalty: 4490.047852
	Iteration 49Q: 3 clusters Score -974179.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -974181.250000 Penalty: 4490.047852
	Iteration 50Q: 3 clusters Score -974181.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -974182.312500 Penalty: 4490.047852
	Iteration 51Q: 3 clusters Score -974182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -974181.125000 Penalty: 4490.047852
	Iteration 52Q: 3 clusters Score -974181.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -974183.062500 Penalty: 4490.047852
	Iteration 53Q: 3 clusters Score -974183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -974186.812500 Penalty: 4490.047852
	Iteration 54Q: 3 clusters Score -974186.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -974188.375000 Penalty: 4490.047852
	Iteration 55Q: 3 clusters Score -974188.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -974191.000000 Penalty: 4490.047852
	Iteration 56Q: 3 clusters Score -974191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -974190.875000 Penalty: 4490.047852
	Iteration 57Q: 3 clusters Score -974190.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -974192.312500 Penalty: 4490.047852
	Iteration 58Q: 3 clusters Score -974192.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -974197.000000 Penalty: 4490.047852
	Iteration 59Q: 3 clusters Score -974197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -974196.687500 Penalty: 4490.047852
	Iteration 60F: 3 clusters Score -974196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -974198.250000 Penalty: 4490.047852
	Iteration 61Q: 3 clusters Score -974198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -974199.937500 Penalty: 4490.047852
	Iteration 62Q: 3 clusters Score -974199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -974200.437500 Penalty: 4490.047852
	Iteration 63Q: 3 clusters Score -974200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -974199.062500 Penalty: 4490.047852
	Iteration 64Q: 3 clusters Score -974199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -974199.812500 Penalty: 4490.047852
	Iteration 65Q: 3 clusters Score -974199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -974201.750000 Penalty: 4490.047852
	Iteration 66Q: 3 clusters Score -974201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -974201.750000 Penalty: 4490.047852
	Iteration 67F: 3 clusters Score -974201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Entering Unmasked Estep 
Score: -713724.812500 Penalty: 2142.222412
	Iteration 0F: 2 clusters Score -713724.8 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 2781 members 
Entering Unmasked Estep 
Score: -708740.937500 Penalty: 4284.444824
	Iteration 0F: 3 clusters Score -708740.9 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -709886.312500 Penalty: 4284.444824
	Iteration 1F: 3 clusters Score -709886.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -710132.687500 Penalty: 4284.444824
	Iteration 2F: 3 clusters Score -710132.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -710314.125000 Penalty: 4284.444824
	Iteration 3F: 3 clusters Score -710314.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -710431.875000 Penalty: 4284.444824
	Iteration 4Q: 3 clusters Score -710431.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -710528.750000 Penalty: 4284.444824
	Iteration 5Q: 3 clusters Score -710528.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -710643.875000 Penalty: 4284.444824
	Iteration 6Q: 3 clusters Score -710643.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -710770.937500 Penalty: 4284.444824
	Iteration 7Q: 3 clusters Score -710770.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -710906.562500 Penalty: 4284.444824
	Iteration 8Q: 3 clusters Score -710906.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -711039.437500 Penalty: 4284.444824
	Iteration 9Q: 3 clusters Score -711039.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -711189.750000 Penalty: 4284.444824
	Iteration 10Q: 3 clusters Score -711189.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -711330.625000 Penalty: 4284.444824
	Iteration 11Q: 3 clusters Score -711330.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -711437.875000 Penalty: 4284.444824
	Iteration 12Q: 3 clusters Score -711437.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -711519.250000 Penalty: 4284.444824
	Iteration 13Q: 3 clusters Score -711519.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -711574.000000 Penalty: 4284.444824
	Iteration 14Q: 3 clusters Score -711574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -711617.875000 Penalty: 4284.444824
	Iteration 15Q: 3 clusters Score -711617.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -711656.562500 Penalty: 4284.444824
	Iteration 16Q: 3 clusters Score -711656.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -711687.625000 Penalty: 4284.444824
	Iteration 17Q: 3 clusters Score -711687.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -711709.812500 Penalty: 4284.444824
	Iteration 18Q: 3 clusters Score -711709.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -711723.000000 Penalty: 4284.444824
	Iteration 19Q: 3 clusters Score -711723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -711738.312500 Penalty: 4284.444824
	Iteration 20F: 3 clusters Score -711738.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -711748.812500 Penalty: 4284.444824
	Iteration 21Q: 3 clusters Score -711748.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -711762.437500 Penalty: 4284.444824
	Iteration 22Q: 3 clusters Score -711762.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -711778.125000 Penalty: 4284.444824
	Iteration 23Q: 3 clusters Score -711778.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -711792.625000 Penalty: 4284.444824
	Iteration 24Q: 3 clusters Score -711792.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -711803.437500 Penalty: 4284.444824
	Iteration 25Q: 3 clusters Score -711803.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -711815.375000 Penalty: 4284.444824
	Iteration 26Q: 3 clusters Score -711815.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -711826.187500 Penalty: 4284.444824
	Iteration 27Q: 3 clusters Score -711826.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -711836.625000 Penalty: 4284.444824
	Iteration 28Q: 3 clusters Score -711836.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -711842.812500 Penalty: 4284.444824
	Iteration 29Q: 3 clusters Score -711842.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -711848.000000 Penalty: 4284.444824
	Iteration 30Q: 3 clusters Score -711848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -711848.437500 Penalty: 4284.444824
	Iteration 31Q: 3 clusters Score -711848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -711851.687500 Penalty: 4284.444824
	Iteration 32Q: 3 clusters Score -711851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -711854.187500 Penalty: 4284.444824
	Iteration 33Q: 3 clusters Score -711854.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -711854.187500 Penalty: 4284.444824
	Iteration 34F: 3 clusters Score -711854.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (105411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Entering Unmasked Estep 
Score: -13365674.000000 Penalty: 2868.274414
	Iteration 0F: 2 clusters Score -1.336567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -13294937.000000 Penalty: 5736.548828
	Iteration 0F: 3 clusters Score -1.329494e+07 nChanged 50054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -13323612.000000 Penalty: 5736.548828
	Iteration 1F: 3 clusters Score -1.332361e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -13324415.000000 Penalty: 5736.548828
	Iteration 2Q: 3 clusters Score -1.332442e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -13325173.000000 Penalty: 5736.548828
	Iteration 3Q: 3 clusters Score -1.332517e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -13326060.000000 Penalty: 5736.548828
	Iteration 4Q: 3 clusters Score -1.332606e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -13327352.000000 Penalty: 5736.548828
	Iteration 5Q: 3 clusters Score -1.332735e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -13328962.000000 Penalty: 5736.548828
	Iteration 6Q: 3 clusters Score -1.332896e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -13331424.000000 Penalty: 5736.548828
	Iteration 7F: 3 clusters Score -1.333142e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71405 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -13335246.000000 Penalty: 5736.548828
	Iteration 8F: 3 clusters Score -1.333525e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78328 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -13340577.000000 Penalty: 5736.548828
	Iteration 9F: 3 clusters Score -1.334058e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85773 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -13346802.000000 Penalty: 5736.548828
	Iteration 10F: 3 clusters Score -1.33468e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -13352691.000000 Penalty: 5736.548828
	Iteration 11F: 3 clusters Score -1.335269e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97477 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -13357139.000000 Penalty: 5736.548828
	Iteration 12Q: 3 clusters Score -1.335714e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -13359964.000000 Penalty: 5736.548828
	Iteration 13Q: 3 clusters Score -1.335996e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -13361467.000000 Penalty: 5736.548828
	Iteration 14Q: 3 clusters Score -1.336147e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103571 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -13362173.000000 Penalty: 5736.548828
	Iteration 15Q: 3 clusters Score -1.336217e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104103 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -13362603.000000 Penalty: 5736.548828
	Iteration 16Q: 3 clusters Score -1.33626e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104395 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13362835.000000 Penalty: 5736.548828
	Iteration 17Q: 3 clusters Score -1.336284e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104576 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13362992.000000 Penalty: 5736.548828
	Iteration 18Q: 3 clusters Score -1.336299e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104660 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13363082.000000 Penalty: 5736.548828
	Iteration 19Q: 3 clusters Score -1.336308e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104708 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13363134.000000 Penalty: 5736.548828
	Iteration 20F: 3 clusters Score -1.336313e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104743 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13363209.000000 Penalty: 5736.548828
	Iteration 21Q: 3 clusters Score -1.336321e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104773 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13363246.000000 Penalty: 5736.548828
	Iteration 22Q: 3 clusters Score -1.336325e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104793 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -13363302.000000 Penalty: 5736.548828
	Iteration 23Q: 3 clusters Score -1.33633e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -13363314.000000 Penalty: 5736.548828
	Iteration 24Q: 3 clusters Score -1.336331e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104834 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -13363355.000000 Penalty: 5736.548828
	Iteration 25Q: 3 clusters Score -1.336336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104840 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13363363.000000 Penalty: 5736.548828
	Iteration 26Q: 3 clusters Score -1.336336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104841 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -13363374.000000 Penalty: 5736.548828
	Iteration 27Q: 3 clusters Score -1.336337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104847 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13363394.000000 Penalty: 5736.548828
	Iteration 28Q: 3 clusters Score -1.336339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104853 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13363405.000000 Penalty: 5736.548828
	Iteration 29Q: 3 clusters Score -1.33634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104855 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13363428.000000 Penalty: 5736.548828
	Iteration 30Q: 3 clusters Score -1.336343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13363427.000000 Penalty: 5736.548828
	Iteration 31Q: 3 clusters Score -1.336343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104857 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -13363422.000000 Penalty: 5736.548828
	Iteration 32Q: 3 clusters Score -1.336342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104858 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13363415.000000 Penalty: 5736.548828
	Iteration 33Q: 3 clusters Score -1.336342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104859 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13363417.000000 Penalty: 5736.548828
	Iteration 34Q: 3 clusters Score -1.336342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104858 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13363427.000000 Penalty: 5736.548828
	Iteration 35Q: 3 clusters Score -1.336343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104858 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13363427.000000 Penalty: 5736.548828
	Iteration 36F: 3 clusters Score -1.336343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -185761.437500 Penalty: 1821.009277
	Iteration 0F: 2 clusters Score -185761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -183422.562500 Penalty: 3642.018555
	Iteration 0F: 3 clusters Score -183422.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -183849.484375 Penalty: 3642.018555
	Iteration 1F: 3 clusters Score -183849.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -184055.578125 Penalty: 3642.018555
	Iteration 2F: 3 clusters Score -184055.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -184217.625000 Penalty: 3642.018555
	Iteration 3F: 3 clusters Score -184217.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -184327.046875 Penalty: 3642.018555
	Iteration 4Q: 3 clusters Score -184327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -184427.718750 Penalty: 3642.018555
	Iteration 5Q: 3 clusters Score -184427.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -184507.609375 Penalty: 3642.018555
	Iteration 6Q: 3 clusters Score -184507.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184549.140625 Penalty: 3642.018555
	Iteration 7Q: 3 clusters Score -184549.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -184587.796875 Penalty: 3642.018555
	Iteration 8Q: 3 clusters Score -184587.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -184631.500000 Penalty: 3642.018555
	Iteration 9Q: 3 clusters Score -184631.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -184679.890625 Penalty: 3642.018555
	Iteration 10Q: 3 clusters Score -184679.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -184727.343750 Penalty: 3642.018555
	Iteration 11Q: 3 clusters Score -184727.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -184758.859375 Penalty: 3642.018555
	Iteration 12Q: 3 clusters Score -184758.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -184785.109375 Penalty: 3642.018555
	Iteration 13Q: 3 clusters Score -184785.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -184807.015625 Penalty: 3642.018555
	Iteration 14Q: 3 clusters Score -184807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -184815.875000 Penalty: 3642.018555
	Iteration 15Q: 3 clusters Score -184815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -184819.359375 Penalty: 3642.018555
	Iteration 16Q: 3 clusters Score -184819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -184821.093750 Penalty: 3642.018555
	Iteration 17Q: 3 clusters Score -184821.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -184826.187500 Penalty: 3642.018555
	Iteration 18Q: 3 clusters Score -184826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -184829.906250 Penalty: 3642.018555
	Iteration 19Q: 3 clusters Score -184829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -184830.656250 Penalty: 3642.018555
	Iteration 20F: 3 clusters Score -184830.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -184831.140625 Penalty: 3642.018555
	Iteration 21Q: 3 clusters Score -184831.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -184831.562500 Penalty: 3642.018555
	Iteration 22Q: 3 clusters Score -184831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -184832.000000 Penalty: 3642.018555
	Iteration 23Q: 3 clusters Score -184832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -184832.000000 Penalty: 3642.018555
	Iteration 24F: 3 clusters Score -184832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Entering Unmasked Estep 
Score: -1382194.750000 Penalty: 2334.372314
	Iteration 0F: 2 clusters Score -1382195 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 6129 members 
Entering Unmasked Estep 
Score: -1373151.750000 Penalty: 4668.744629
	Iteration 0F: 3 clusters Score -1373152 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1376158.750000 Penalty: 4668.744629
	Iteration 1F: 3 clusters Score -1376159 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1376669.500000 Penalty: 4668.744629
	Iteration 2F: 3 clusters Score -1376670 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1377140.625000 Penalty: 4668.744629
	Iteration 3F: 3 clusters Score -1377141 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1377581.000000 Penalty: 4668.744629
	Iteration 4F: 3 clusters Score -1377581 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1378053.500000 Penalty: 4668.744629
	Iteration 5F: 3 clusters Score -1378054 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1378572.125000 Penalty: 4668.744629
	Iteration 6F: 3 clusters Score -1378572 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1379080.750000 Penalty: 4668.744629
	Iteration 7F: 3 clusters Score -1379081 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1379527.500000 Penalty: 4668.744629
	Iteration 8Q: 3 clusters Score -1379528 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1379890.375000 Penalty: 4668.744629
	Iteration 9Q: 3 clusters Score -1379890 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1380185.875000 Penalty: 4668.744629
	Iteration 10Q: 3 clusters Score -1380186 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1380381.125000 Penalty: 4668.744629
	Iteration 11Q: 3 clusters Score -1380381 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1380526.750000 Penalty: 4668.744629
	Iteration 12Q: 3 clusters Score -1380527 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1380636.750000 Penalty: 4668.744629
	Iteration 13Q: 3 clusters Score -1380637 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1380732.500000 Penalty: 4668.744629
	Iteration 14Q: 3 clusters Score -1380732 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1380816.000000 Penalty: 4668.744629
	Iteration 15Q: 3 clusters Score -1380816 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1380888.000000 Penalty: 4668.744629
	Iteration 16Q: 3 clusters Score -1380888 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1380961.750000 Penalty: 4668.744629
	Iteration 17Q: 3 clusters Score -1380962 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1381022.625000 Penalty: 4668.744629
	Iteration 18Q: 3 clusters Score -1381023 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1381056.125000 Penalty: 4668.744629
	Iteration 19Q: 3 clusters Score -1381056 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1381092.750000 Penalty: 4668.744629
	Iteration 20F: 3 clusters Score -1381093 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1381119.750000 Penalty: 4668.744629
	Iteration 21Q: 3 clusters Score -1381120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1381137.500000 Penalty: 4668.744629
	Iteration 22Q: 3 clusters Score -1381138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1381157.625000 Penalty: 4668.744629
	Iteration 23Q: 3 clusters Score -1381158 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1381186.625000 Penalty: 4668.744629
	Iteration 24Q: 3 clusters Score -1381187 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1381199.375000 Penalty: 4668.744629
	Iteration 25Q: 3 clusters Score -1381199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1381205.125000 Penalty: 4668.744629
	Iteration 26Q: 3 clusters Score -1381205 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1381223.500000 Penalty: 4668.744629
	Iteration 27Q: 3 clusters Score -1381224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1381229.250000 Penalty: 4668.744629
	Iteration 28Q: 3 clusters Score -1381229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1381237.000000 Penalty: 4668.744629
	Iteration 29Q: 3 clusters Score -1381237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1381243.875000 Penalty: 4668.744629
	Iteration 30Q: 3 clusters Score -1381244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1381254.375000 Penalty: 4668.744629
	Iteration 31Q: 3 clusters Score -1381254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1381260.250000 Penalty: 4668.744629
	Iteration 32Q: 3 clusters Score -1381260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1381266.250000 Penalty: 4668.744629
	Iteration 33Q: 3 clusters Score -1381266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1381270.500000 Penalty: 4668.744629
	Iteration 34Q: 3 clusters Score -1381270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1381272.500000 Penalty: 4668.744629
	Iteration 35Q: 3 clusters Score -1381272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1381276.000000 Penalty: 4668.744629
	Iteration 36Q: 3 clusters Score -1381276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1381282.500000 Penalty: 4668.744629
	Iteration 37Q: 3 clusters Score -1381282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1381285.375000 Penalty: 4668.744629
	Iteration 38Q: 3 clusters Score -1381285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1381291.250000 Penalty: 4668.744629
	Iteration 39Q: 3 clusters Score -1381291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1381299.250000 Penalty: 4668.744629
	Iteration 40F: 3 clusters Score -1381299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1381301.375000 Penalty: 4668.744629
	Iteration 41Q: 3 clusters Score -1381301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1381306.875000 Penalty: 4668.744629
	Iteration 42Q: 3 clusters Score -1381307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1381309.125000 Penalty: 4668.744629
	Iteration 43Q: 3 clusters Score -1381309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1381312.375000 Penalty: 4668.744629
	Iteration 44Q: 3 clusters Score -1381312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1381319.625000 Penalty: 4668.744629
	Iteration 45Q: 3 clusters Score -1381320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1381325.750000 Penalty: 4668.744629
	Iteration 46Q: 3 clusters Score -1381326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1381330.125000 Penalty: 4668.744629
	Iteration 47Q: 3 clusters Score -1381330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1381334.750000 Penalty: 4668.744629
	Iteration 48Q: 3 clusters Score -1381335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1381345.625000 Penalty: 4668.744629
	Iteration 49Q: 3 clusters Score -1381346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1381348.875000 Penalty: 4668.744629
	Iteration 50Q: 3 clusters Score -1381349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1381356.125000 Penalty: 4668.744629
	Iteration 51Q: 3 clusters Score -1381356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1381357.375000 Penalty: 4668.744629
	Iteration 52Q: 3 clusters Score -1381357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1381364.250000 Penalty: 4668.744629
	Iteration 53Q: 3 clusters Score -1381364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1381372.000000 Penalty: 4668.744629
	Iteration 54Q: 3 clusters Score -1381372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1381381.750000 Penalty: 4668.744629
	Iteration 55Q: 3 clusters Score -1381382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1381387.250000 Penalty: 4668.744629
	Iteration 56Q: 3 clusters Score -1381387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1381393.625000 Penalty: 4668.744629
	Iteration 57Q: 3 clusters Score -1381394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1381398.500000 Penalty: 4668.744629
	Iteration 58Q: 3 clusters Score -1381398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1381410.625000 Penalty: 4668.744629
	Iteration 59Q: 3 clusters Score -1381411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1381417.875000 Penalty: 4668.744629
	Iteration 60F: 3 clusters Score -1381418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1381424.625000 Penalty: 4668.744629
	Iteration 61Q: 3 clusters Score -1381425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1381430.625000 Penalty: 4668.744629
	Iteration 62Q: 3 clusters Score -1381431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1381442.625000 Penalty: 4668.744629
	Iteration 63Q: 3 clusters Score -1381443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1381452.250000 Penalty: 4668.744629
	Iteration 64Q: 3 clusters Score -1381452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1381455.000000 Penalty: 4668.744629
	Iteration 65Q: 3 clusters Score -1381455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1381463.625000 Penalty: 4668.744629
	Iteration 66Q: 3 clusters Score -1381464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1381471.625000 Penalty: 4668.744629
	Iteration 67Q: 3 clusters Score -1381472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1381473.250000 Penalty: 4668.744629
	Iteration 68Q: 3 clusters Score -1381473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1381475.250000 Penalty: 4668.744629
	Iteration 69Q: 3 clusters Score -1381475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1381473.375000 Penalty: 4668.744629
	Iteration 70Q: 3 clusters Score -1381473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1381473.125000 Penalty: 4668.744629
	Iteration 71Q: 3 clusters Score -1381473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1381472.500000 Penalty: 4668.744629
	Iteration 72Q: 3 clusters Score -1381472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1381477.625000 Penalty: 4668.744629
	Iteration 73Q: 3 clusters Score -1381478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1381476.375000 Penalty: 4668.744629
	Iteration 74Q: 3 clusters Score -1381476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1381476.125000 Penalty: 4668.744629
	Iteration 75Q: 3 clusters Score -1381476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1381476.125000 Penalty: 4668.744629
	Iteration 76F: 3 clusters Score -1381476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -285587.875000 Penalty: 1929.203979
	Iteration 0F: 2 clusters Score -285587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -282680.437500 Penalty: 3858.407959
	Iteration 0F: 3 clusters Score -282680.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -283260.562500 Penalty: 3858.407959
	Iteration 1F: 3 clusters Score -283260.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -283451.750000 Penalty: 3858.407959
	Iteration 2F: 3 clusters Score -283451.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -283569.750000 Penalty: 3858.407959
	Iteration 3F: 3 clusters Score -283569.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -283681.312500 Penalty: 3858.407959
	Iteration 4Q: 3 clusters Score -283681.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -283745.593750 Penalty: 3858.407959
	Iteration 5Q: 3 clusters Score -283745.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -283803.343750 Penalty: 3858.407959
	Iteration 6Q: 3 clusters Score -283803.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -283841.062500 Penalty: 3858.407959
	Iteration 7Q: 3 clusters Score -283841.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -283867.125000 Penalty: 3858.407959
	Iteration 8Q: 3 clusters Score -283867.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -283892.156250 Penalty: 3858.407959
	Iteration 9Q: 3 clusters Score -283892.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -283915.718750 Penalty: 3858.407959
	Iteration 10Q: 3 clusters Score -283915.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -283932.468750 Penalty: 3858.407959
	Iteration 11Q: 3 clusters Score -283932.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -283961.593750 Penalty: 3858.407959
	Iteration 12Q: 3 clusters Score -283961.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -283986.281250 Penalty: 3858.407959
	Iteration 13Q: 3 clusters Score -283986.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -284002.406250 Penalty: 3858.407959
	Iteration 14Q: 3 clusters Score -284002.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -284018.937500 Penalty: 3858.407959
	Iteration 15Q: 3 clusters Score -284018.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -284031.500000 Penalty: 3858.407959
	Iteration 16Q: 3 clusters Score -284031.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -284044.281250 Penalty: 3858.407959
	Iteration 17Q: 3 clusters Score -284044.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -284057.781250 Penalty: 3858.407959
	Iteration 18Q: 3 clusters Score -284057.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -284071.093750 Penalty: 3858.407959
	Iteration 19Q: 3 clusters Score -284071.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -284080.500000 Penalty: 3858.407959
	Iteration 20F: 3 clusters Score -284080.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -284085.500000 Penalty: 3858.407959
	Iteration 21Q: 3 clusters Score -284085.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -284089.437500 Penalty: 3858.407959
	Iteration 22Q: 3 clusters Score -284089.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -284090.781250 Penalty: 3858.407959
	Iteration 23Q: 3 clusters Score -284090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -284094.406250 Penalty: 3858.407959
	Iteration 24Q: 3 clusters Score -284094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -284099.625000 Penalty: 3858.407959
	Iteration 25Q: 3 clusters Score -284099.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -284105.093750 Penalty: 3858.407959
	Iteration 26Q: 3 clusters Score -284105.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -284112.062500 Penalty: 3858.407959
	Iteration 27Q: 3 clusters Score -284112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -284116.187500 Penalty: 3858.407959
	Iteration 28Q: 3 clusters Score -284116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -284118.875000 Penalty: 3858.407959
	Iteration 29Q: 3 clusters Score -284118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -284121.000000 Penalty: 3858.407959
	Iteration 30Q: 3 clusters Score -284121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -284122.093750 Penalty: 3858.407959
	Iteration 31Q: 3 clusters Score -284122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -284123.062500 Penalty: 3858.407959
	Iteration 32Q: 3 clusters Score -284123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -284124.125000 Penalty: 3858.407959
	Iteration 33Q: 3 clusters Score -284124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -284124.937500 Penalty: 3858.407959
	Iteration 34Q: 3 clusters Score -284124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -284126.218750 Penalty: 3858.407959
	Iteration 35Q: 3 clusters Score -284126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -284128.187500 Penalty: 3858.407959
	Iteration 36Q: 3 clusters Score -284128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -284128.406250 Penalty: 3858.407959
	Iteration 37Q: 3 clusters Score -284128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -284128.406250 Penalty: 3858.407959
	Iteration 38F: 3 clusters Score -284128.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -67278.757812 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -67278.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65791.132812 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -65791.13 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66142.640625 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -66142.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66237.789062 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -66237.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66287.546875 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -66287.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66372.484375 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -66372.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66590.273438 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -66590.27 nChanged 17
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: -66716.640625 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66716.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66779.218750 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66779.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66849.992188 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66849.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -66894.195312 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -66894.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66982.359375 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -66982.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67098.281250 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -67098.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67115.421875 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -67115.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67120.484375 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -67120.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -67126.250000 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -67126.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67131.273438 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -67131.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67136.250000 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -67136.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67136.250000 Penalty: 3197.076904
	Iteration 17F: 3 clusters Score -67136.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Entering Unmasked Estep 
Score: -5903400.000000 Penalty: 2660.846191
	Iteration 0F: 2 clusters Score -5903400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -5872552.000000 Penalty: 5321.692383
	Iteration 0F: 3 clusters Score -5872552 nChanged 21106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -5884047.000000 Penalty: 5321.692383
	Iteration 1F: 3 clusters Score -5884047 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5884650.000000 Penalty: 5321.692383
	Iteration 2Q: 3 clusters Score -5884650 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -5885284.500000 Penalty: 5321.692383
	Iteration 3Q: 3 clusters Score -5885284 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -5885922.500000 Penalty: 5321.692383
	Iteration 4Q: 3 clusters Score -5885922 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -5886752.500000 Penalty: 5321.692383
	Iteration 5Q: 3 clusters Score -5886752 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -5887808.000000 Penalty: 5321.692383
	Iteration 6Q: 3 clusters Score -5887808 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -5889091.000000 Penalty: 5321.692383
	Iteration 7F: 3 clusters Score -5889091 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -5890553.000000 Penalty: 5321.692383
	Iteration 8F: 3 clusters Score -5890553 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -5892154.500000 Penalty: 5321.692383
	Iteration 9F: 3 clusters Score -5892154 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -5893727.500000 Penalty: 5321.692383
	Iteration 10F: 3 clusters Score -5893728 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -5894921.500000 Penalty: 5321.692383
	Iteration 11Q: 3 clusters Score -5894922 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5895568.500000 Penalty: 5321.692383
	Iteration 12Q: 3 clusters Score -5895568 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5895909.500000 Penalty: 5321.692383
	Iteration 13Q: 3 clusters Score -5895910 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5896135.000000 Penalty: 5321.692383
	Iteration 14Q: 3 clusters Score -5896135 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -5896241.500000 Penalty: 5321.692383
	Iteration 15Q: 3 clusters Score -5896242 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -5896284.500000 Penalty: 5321.692383
	Iteration 16Q: 3 clusters Score -5896284 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -5896359.000000 Penalty: 5321.692383
	Iteration 17Q: 3 clusters Score -5896359 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -5896481.000000 Penalty: 5321.692383
	Iteration 18Q: 3 clusters Score -5896481 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -5896532.000000 Penalty: 5321.692383
	Iteration 19Q: 3 clusters Score -5896532 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -5896622.500000 Penalty: 5321.692383
	Iteration 20F: 3 clusters Score -5896622 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -5896685.500000 Penalty: 5321.692383
	Iteration 21Q: 3 clusters Score -5896686 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -5896736.000000 Penalty: 5321.692383
	Iteration 22Q: 3 clusters Score -5896736 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5896825.500000 Penalty: 5321.692383
	Iteration 23Q: 3 clusters Score -5896826 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -5896880.500000 Penalty: 5321.692383
	Iteration 24Q: 3 clusters Score -5896880 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -5896943.500000 Penalty: 5321.692383
	Iteration 25Q: 3 clusters Score -5896944 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5896984.000000 Penalty: 5321.692383
	Iteration 26Q: 3 clusters Score -5896984 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -5897035.500000 Penalty: 5321.692383
	Iteration 27Q: 3 clusters Score -5897036 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -5897128.500000 Penalty: 5321.692383
	Iteration 28Q: 3 clusters Score -5897128 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -5897182.000000 Penalty: 5321.692383
	Iteration 29Q: 3 clusters Score -5897182 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -5897203.500000 Penalty: 5321.692383
	Iteration 30Q: 3 clusters Score -5897204 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -5897265.000000 Penalty: 5321.692383
	Iteration 31Q: 3 clusters Score -5897265 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -5897297.500000 Penalty: 5321.692383
	Iteration 32Q: 3 clusters Score -5897298 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -5897320.500000 Penalty: 5321.692383
	Iteration 33Q: 3 clusters Score -5897320 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -5897380.500000 Penalty: 5321.692383
	Iteration 34Q: 3 clusters Score -5897380 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -5897432.500000 Penalty: 5321.692383
	Iteration 35Q: 3 clusters Score -5897432 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -5897436.000000 Penalty: 5321.692383
	Iteration 36Q: 3 clusters Score -5897436 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -5897460.000000 Penalty: 5321.692383
	Iteration 37Q: 3 clusters Score -5897460 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5897482.500000 Penalty: 5321.692383
	Iteration 38Q: 3 clusters Score -5897482 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -5897492.500000 Penalty: 5321.692383
	Iteration 39Q: 3 clusters Score -5897492 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -5897543.000000 Penalty: 5321.692383
	Iteration 40F: 3 clusters Score -5897543 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -5897597.000000 Penalty: 5321.692383
	Iteration 41Q: 3 clusters Score -5897597 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -5897619.500000 Penalty: 5321.692383
	Iteration 42Q: 3 clusters Score -5897620 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -5897650.000000 Penalty: 5321.692383
	Iteration 43Q: 3 clusters Score -5897650 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -5897696.500000 Penalty: 5321.692383
	Iteration 44Q: 3 clusters Score -5897696 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -5897713.500000 Penalty: 5321.692383
	Iteration 45Q: 3 clusters Score -5897714 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -5897759.000000 Penalty: 5321.692383
	Iteration 46Q: 3 clusters Score -5897759 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -5897784.000000 Penalty: 5321.692383
	Iteration 47Q: 3 clusters Score -5897784 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -5897843.000000 Penalty: 5321.692383
	Iteration 48Q: 3 clusters Score -5897843 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -5897862.000000 Penalty: 5321.692383
	Iteration 49Q: 3 clusters Score -5897862 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -5897924.500000 Penalty: 5321.692383
	Iteration 50Q: 3 clusters Score -5897924 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -5897960.000000 Penalty: 5321.692383
	Iteration 51Q: 3 clusters Score -5897960 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -5898021.000000 Penalty: 5321.692383
	Iteration 52Q: 3 clusters Score -5898021 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -5898083.000000 Penalty: 5321.692383
	Iteration 53Q: 3 clusters Score -5898083 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -5898115.500000 Penalty: 5321.692383
	Iteration 54Q: 3 clusters Score -5898116 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -5898192.500000 Penalty: 5321.692383
	Iteration 55Q: 3 clusters Score -5898192 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -5898234.500000 Penalty: 5321.692383
	Iteration 56Q: 3 clusters Score -5898234 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -5898277.500000 Penalty: 5321.692383
	Iteration 57Q: 3 clusters Score -5898278 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -5898313.000000 Penalty: 5321.692383
	Iteration 58Q: 3 clusters Score -5898313 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -5898378.500000 Penalty: 5321.692383
	Iteration 59Q: 3 clusters Score -5898378 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -5898433.000000 Penalty: 5321.692383
	Iteration 60F: 3 clusters Score -5898433 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -5898476.500000 Penalty: 5321.692383
	Iteration 61Q: 3 clusters Score -5898476 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -5898525.000000 Penalty: 5321.692383
	Iteration 62Q: 3 clusters Score -5898525 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -5898572.000000 Penalty: 5321.692383
	Iteration 63Q: 3 clusters Score -5898572 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -5898629.500000 Penalty: 5321.692383
	Iteration 64Q: 3 clusters Score -5898630 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -5898688.000000 Penalty: 5321.692383
	Iteration 65Q: 3 clusters Score -5898688 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -5898774.000000 Penalty: 5321.692383
	Iteration 66Q: 3 clusters Score -5898774 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -5898881.500000 Penalty: 5321.692383
	Iteration 67Q: 3 clusters Score -5898882 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -5898981.000000 Penalty: 5321.692383
	Iteration 68Q: 3 clusters Score -5898981 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -5899049.000000 Penalty: 5321.692383
	Iteration 69Q: 3 clusters Score -5899049 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -5899118.000000 Penalty: 5321.692383
	Iteration 70Q: 3 clusters Score -5899118 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -5899185.000000 Penalty: 5321.692383
	Iteration 71Q: 3 clusters Score -5899185 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -5899248.500000 Penalty: 5321.692383
	Iteration 72Q: 3 clusters Score -5899248 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -5899371.000000 Penalty: 5321.692383
	Iteration 73Q: 3 clusters Score -5899371 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -5899471.000000 Penalty: 5321.692383
	Iteration 74Q: 3 clusters Score -5899471 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -5899565.500000 Penalty: 5321.692383
	Iteration 75Q: 3 clusters Score -5899566 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -5899665.500000 Penalty: 5321.692383
	Iteration 76Q: 3 clusters Score -5899666 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -5899802.000000 Penalty: 5321.692383
	Iteration 77Q: 3 clusters Score -5899802 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -5899918.500000 Penalty: 5321.692383
	Iteration 78Q: 3 clusters Score -5899918 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -5900002.000000 Penalty: 5321.692383
	Iteration 79Q: 3 clusters Score -5900002 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -5900086.000000 Penalty: 5321.692383
	Iteration 80F: 3 clusters Score -5900086 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -5900181.500000 Penalty: 5321.692383
	Iteration 81Q: 3 clusters Score -5900182 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5900218.500000 Penalty: 5321.692383
	Iteration 82Q: 3 clusters Score -5900218 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -5900274.500000 Penalty: 5321.692383
	Iteration 83Q: 3 clusters Score -5900274 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -5900327.000000 Penalty: 5321.692383
	Iteration 84Q: 3 clusters Score -5900327 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5900389.500000 Penalty: 5321.692383
	Iteration 85Q: 3 clusters Score -5900390 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5900472.500000 Penalty: 5321.692383
	Iteration 86Q: 3 clusters Score -5900472 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5900534.500000 Penalty: 5321.692383
	Iteration 87Q: 3 clusters Score -5900534 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5900575.000000 Penalty: 5321.692383
	Iteration 88Q: 3 clusters Score -5900575 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5900624.500000 Penalty: 5321.692383
	Iteration 89Q: 3 clusters Score -5900624 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5900665.500000 Penalty: 5321.692383
	Iteration 90Q: 3 clusters Score -5900666 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5900695.500000 Penalty: 5321.692383
	Iteration 91Q: 3 clusters Score -5900696 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5900754.500000 Penalty: 5321.692383
	Iteration 92Q: 3 clusters Score -5900754 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5900768.500000 Penalty: 5321.692383
	Iteration 93Q: 3 clusters Score -5900768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5900794.000000 Penalty: 5321.692383
	Iteration 94Q: 3 clusters Score -5900794 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5900836.000000 Penalty: 5321.692383
	Iteration 95Q: 3 clusters Score -5900836 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5900855.000000 Penalty: 5321.692383
	Iteration 96Q: 3 clusters Score -5900855 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5900880.000000 Penalty: 5321.692383
	Iteration 97Q: 3 clusters Score -5900880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5900902.000000 Penalty: 5321.692383
	Iteration 98Q: 3 clusters Score -5900902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5900908.500000 Penalty: 5321.692383
	Iteration 99Q: 3 clusters Score -5900908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5900936.500000 Penalty: 5321.692383
	Iteration 100F: 3 clusters Score -5900936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5900938.500000 Penalty: 5321.692383
	Iteration 101Q: 3 clusters Score -5900938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5900958.000000 Penalty: 5321.692383
	Iteration 102Q: 3 clusters Score -5900958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5900954.500000 Penalty: 5321.692383
	Iteration 103Q: 3 clusters Score -5900954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5900965.500000 Penalty: 5321.692383
	Iteration 104Q: 3 clusters Score -5900966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5900980.500000 Penalty: 5321.692383
	Iteration 105Q: 3 clusters Score -5900980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5900988.000000 Penalty: 5321.692383
	Iteration 106Q: 3 clusters Score -5900988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5900993.500000 Penalty: 5321.692383
	Iteration 107Q: 3 clusters Score -5900994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5900990.000000 Penalty: 5321.692383
	Iteration 108Q: 3 clusters Score -5900990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5901003.500000 Penalty: 5321.692383
	Iteration 109Q: 3 clusters Score -5901004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5901002.000000 Penalty: 5321.692383
	Iteration 110Q: 3 clusters Score -5901002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5901008.000000 Penalty: 5321.692383
	Iteration 111Q: 3 clusters Score -5901008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5901016.000000 Penalty: 5321.692383
	Iteration 112Q: 3 clusters Score -5901016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5901031.000000 Penalty: 5321.692383
	Iteration 113Q: 3 clusters Score -5901031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5901035.000000 Penalty: 5321.692383
	Iteration 114Q: 3 clusters Score -5901035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5901034.000000 Penalty: 5321.692383
	Iteration 115Q: 3 clusters Score -5901034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5901036.000000 Penalty: 5321.692383
	Iteration 116Q: 3 clusters Score -5901036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5901033.500000 Penalty: 5321.692383
	Iteration 117Q: 3 clusters Score -5901034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5901041.000000 Penalty: 5321.692383
	Iteration 118Q: 3 clusters Score -5901041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5901035.000000 Penalty: 5321.692383
	Iteration 119Q: 3 clusters Score -5901035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5901040.500000 Penalty: 5321.692383
	Iteration 120F: 3 clusters Score -5901040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5901051.000000 Penalty: 5321.692383
	Iteration 121Q: 3 clusters Score -5901051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5901050.000000 Penalty: 5321.692383
	Iteration 122Q: 3 clusters Score -5901050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5901039.500000 Penalty: 5321.692383
	Iteration 123Q: 3 clusters Score -5901040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5901040.500000 Penalty: 5321.692383
	Iteration 124Q: 3 clusters Score -5901040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5901041.500000 Penalty: 5321.692383
	Iteration 125Q: 3 clusters Score -5901042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5901040.500000 Penalty: 5321.692383
	Iteration 126Q: 3 clusters Score -5901040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5901042.500000 Penalty: 5321.692383
	Iteration 127Q: 3 clusters Score -5901042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5901040.000000 Penalty: 5321.692383
	Iteration 128Q: 3 clusters Score -5901040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5901039.500000 Penalty: 5321.692383
	Iteration 129Q: 3 clusters Score -5901040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5901039.500000 Penalty: 5321.692383
	Iteration 130F: 3 clusters Score -5901040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 7592 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78244 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152690 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41482 members 
Mstep: Class 12 contains 106288 members 
Mstep: Class 13 contains 48039 members 
Mstep: Class 14 contains 258148 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35435 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 105411 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12244 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747488.000000 Penalty: 118478.460938
Iteration 399Q: 35 clusters Score -1.577475e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 7586 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 78245 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30946 members 
Mstep: Class 8 contains 152676 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41479 members 
Mstep: Class 12 contains 106288 members 
Mstep: Class 13 contains 48037 members 
Mstep: Class 14 contains 258174 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35435 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5643 members 
Mstep: Class 29 contains 105411 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12244 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747488.000000 Penalty: 118478.460938
Iteration 400F: 35 clusters Score -1.577475e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 7572 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 15367 members 
Mstep: Class 5 contains 78243 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30947 members 
Mstep: Class 8 contains 152673 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41477 members 
Mstep: Class 12 contains 106287 members 
Mstep: Class 13 contains 48038 members 
Mstep: Class 14 contains 258191 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35436 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105411 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12244 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747536.000000 Penalty: 118478.460938
Iteration 401Q: 35 clusters Score -1.577475e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 7554 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 15367 members 
Mstep: Class 5 contains 78245 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30947 members 
Mstep: Class 8 contains 152678 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41472 members 
Mstep: Class 12 contains 106287 members 
Mstep: Class 13 contains 48037 members 
Mstep: Class 14 contains 258209 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33931 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35435 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 105411 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12244 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747584.000000 Penalty: 118478.460938
Iteration 402Q: 35 clusters Score -1.577476e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 15367 members 
Mstep: Class 5 contains 78246 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30947 members 
Mstep: Class 8 contains 152677 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41471 members 
Mstep: Class 12 contains 106285 members 
Mstep: Class 13 contains 48040 members 
Mstep: Class 14 contains 258226 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35435 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5647 members 
Mstep: Class 29 contains 105411 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747616.000000 Penalty: 118478.460938
Iteration 403Q: 35 clusters Score -1.577476e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 7529 members 
Mstep: Class 3 contains 8997 members 
Mstep: Class 4 contains 15367 members 
Mstep: Class 5 contains 78245 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30947 members 
Mstep: Class 8 contains 152674 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41465 members 
Mstep: Class 12 contains 106284 members 
Mstep: Class 13 contains 48040 members 
Mstep: Class 14 contains 258244 members 
Mstep: Class 15 contains 26882 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49624 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35436 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5647 members 
Mstep: Class 29 contains 105411 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747584.000000 Penalty: 118478.460938
Iteration 404Q: 35 clusters Score -1.577476e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 7522 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15367 members 
Mstep: Class 5 contains 78244 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30947 members 
Mstep: Class 8 contains 152676 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41462 members 
Mstep: Class 12 contains 106287 members 
Mstep: Class 13 contains 48039 members 
Mstep: Class 14 contains 258249 members 
Mstep: Class 15 contains 26881 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35437 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5647 members 
Mstep: Class 29 contains 105411 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747536.000000 Penalty: 118478.460938
Iteration 405Q: 35 clusters Score -1.577475e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7512 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15367 members 
Mstep: Class 5 contains 78245 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30947 members 
Mstep: Class 8 contains 152676 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41455 members 
Mstep: Class 12 contains 106289 members 
Mstep: Class 13 contains 48038 members 
Mstep: Class 14 contains 258259 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 16 contains 33934 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35439 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 5647 members 
Mstep: Class 29 contains 105411 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747584.000000 Penalty: 118478.460938
Iteration 406Q: 35 clusters Score -1.577476e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7506 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15367 members 
Mstep: Class 5 contains 78247 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30947 members 
Mstep: Class 8 contains 152672 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41449 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48037 members 
Mstep: Class 14 contains 258271 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 16 contains 33935 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35440 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8541 members 
Mstep: Class 28 contains 5647 members 
Mstep: Class 29 contains 105410 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747520.000000 Penalty: 118478.460938
Iteration 407Q: 35 clusters Score -1.577475e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7503 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15366 members 
Mstep: Class 5 contains 78250 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30947 members 
Mstep: Class 8 contains 152670 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41443 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48037 members 
Mstep: Class 14 contains 258276 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 16 contains 33935 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35442 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8543 members 
Mstep: Class 28 contains 5647 members 
Mstep: Class 29 contains 105410 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747504.000000 Penalty: 118478.460938
Iteration 408Q: 35 clusters Score -1.577475e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15362 members 
Mstep: Class 5 contains 78249 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30947 members 
Mstep: Class 8 contains 152667 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41441 members 
Mstep: Class 12 contains 106293 members 
Mstep: Class 13 contains 48036 members 
Mstep: Class 14 contains 258280 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 16 contains 33936 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35445 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8545 members 
Mstep: Class 28 contains 5647 members 
Mstep: Class 29 contains 105412 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747440.000000 Penalty: 118478.460938
Iteration 409Q: 35 clusters Score -1.577474e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7494 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15361 members 
Mstep: Class 5 contains 78248 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152668 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41439 members 
Mstep: Class 12 contains 106292 members 
Mstep: Class 13 contains 48033 members 
Mstep: Class 14 contains 258285 members 
Mstep: Class 15 contains 26879 members 
Mstep: Class 16 contains 33937 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35448 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8546 members 
Mstep: Class 28 contains 5647 members 
Mstep: Class 29 contains 105413 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 410Q: 35 clusters Score -1.577476e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7490 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15360 members 
Mstep: Class 5 contains 78247 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152669 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41441 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48029 members 
Mstep: Class 14 contains 258291 members 
Mstep: Class 15 contains 26879 members 
Mstep: Class 16 contains 33936 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8550 members 
Mstep: Class 28 contains 5647 members 
Mstep: Class 29 contains 105413 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747488.000000 Penalty: 118478.460938
Iteration 411Q: 35 clusters Score -1.577475e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15357 members 
Mstep: Class 5 contains 78246 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152667 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41443 members 
Mstep: Class 12 contains 106288 members 
Mstep: Class 13 contains 48026 members 
Mstep: Class 14 contains 258298 members 
Mstep: Class 15 contains 26878 members 
Mstep: Class 16 contains 33935 members 
Mstep: Class 17 contains 49624 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35448 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8555 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 105413 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747456.000000 Penalty: 118478.460938
Iteration 412Q: 35 clusters Score -1.577475e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7480 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15356 members 
Mstep: Class 5 contains 78245 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152668 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41442 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48025 members 
Mstep: Class 14 contains 258300 members 
Mstep: Class 15 contains 26879 members 
Mstep: Class 16 contains 33935 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35448 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8556 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105414 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747424.000000 Penalty: 118478.460938
Iteration 413Q: 35 clusters Score -1.577474e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7477 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78243 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152666 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41442 members 
Mstep: Class 12 contains 106292 members 
Mstep: Class 13 contains 48025 members 
Mstep: Class 14 contains 258305 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 16 contains 33935 members 
Mstep: Class 17 contains 49621 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35448 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105416 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747488.000000 Penalty: 118478.460938
Iteration 414Q: 35 clusters Score -1.577475e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7473 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78243 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152667 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41443 members 
Mstep: Class 12 contains 106289 members 
Mstep: Class 13 contains 48026 members 
Mstep: Class 14 contains 258307 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 16 contains 33935 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747344.000000 Penalty: 118478.460938
Iteration 415Q: 35 clusters Score -1.577473e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7471 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152666 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41440 members 
Mstep: Class 12 contains 106289 members 
Mstep: Class 13 contains 48026 members 
Mstep: Class 14 contains 258314 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 16 contains 33935 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 4707 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747408.000000 Penalty: 118478.460938
Iteration 416Q: 35 clusters Score -1.577474e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7475 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78243 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152667 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41435 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48026 members 
Mstep: Class 14 contains 258313 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 16 contains 33934 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 4708 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747488.000000 Penalty: 118478.460938
Iteration 417Q: 35 clusters Score -1.577475e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7471 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78243 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152669 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41429 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48025 members 
Mstep: Class 14 contains 258321 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 16 contains 33935 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 4708 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747536.000000 Penalty: 118478.460938
Iteration 418Q: 35 clusters Score -1.577475e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7471 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78243 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152669 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41422 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258328 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 16 contains 33935 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747520.000000 Penalty: 118478.460938
Iteration 419Q: 35 clusters Score -1.577475e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7471 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78243 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152669 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41418 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258333 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 16 contains 33934 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747520.000000 Penalty: 118478.460938
Iteration 420F: 35 clusters Score -1.577475e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 7471 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78243 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152668 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41415 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258335 members 
Mstep: Class 15 contains 26881 members 
Mstep: Class 16 contains 33934 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 421Q: 35 clusters Score -1.577476e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7470 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78243 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152669 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41413 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258337 members 
Mstep: Class 15 contains 26882 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 422Q: 35 clusters Score -1.577476e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78243 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152666 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41410 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258343 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35446 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 423Q: 35 clusters Score -1.577476e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78241 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152667 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41406 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258347 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35446 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747536.000000 Penalty: 118478.460938
Iteration 424Q: 35 clusters Score -1.577475e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78240 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152667 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41406 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258347 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35446 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 425Q: 35 clusters Score -1.577476e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78239 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152667 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41406 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258348 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35446 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747536.000000 Penalty: 118478.460938
Iteration 426Q: 35 clusters Score -1.577475e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78239 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152666 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258350 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35446 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 427Q: 35 clusters Score -1.577476e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78239 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152664 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258352 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35446 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 428Q: 35 clusters Score -1.577476e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78240 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152662 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258353 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35446 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 429Q: 35 clusters Score -1.577476e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78240 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152666 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48022 members 
Mstep: Class 14 contains 258350 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35446 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 430Q: 35 clusters Score -1.577476e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78240 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152667 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48022 members 
Mstep: Class 14 contains 258347 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747536.000000 Penalty: 118478.460938
Iteration 431Q: 35 clusters Score -1.577475e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78239 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152666 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48022 members 
Mstep: Class 14 contains 258346 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35449 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 432Q: 35 clusters Score -1.577476e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78240 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152664 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48022 members 
Mstep: Class 14 contains 258348 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35449 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105417 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747536.000000 Penalty: 118478.460938
Iteration 433Q: 35 clusters Score -1.577475e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78240 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152661 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106290 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258351 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35449 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105418 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747520.000000 Penalty: 118478.460938
Iteration 434Q: 35 clusters Score -1.577475e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78240 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152659 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106289 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258354 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35449 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105418 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747520.000000 Penalty: 118478.460938
Iteration 435Q: 35 clusters Score -1.577475e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78240 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152656 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106289 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258358 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35449 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105418 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747536.000000 Penalty: 118478.460938
Iteration 436Q: 35 clusters Score -1.577475e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78240 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152653 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106289 members 
Mstep: Class 13 contains 48024 members 
Mstep: Class 14 contains 258358 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35451 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105418 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747536.000000 Penalty: 118478.460938
Iteration 437Q: 35 clusters Score -1.577475e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78241 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152649 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106289 members 
Mstep: Class 13 contains 48024 members 
Mstep: Class 14 contains 258358 members 
Mstep: Class 15 contains 26885 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35452 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105418 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747584.000000 Penalty: 118478.460938
Iteration 438Q: 35 clusters Score -1.577476e+08 nChanged 10
Entering ConstructFrom: 
Score: -157747584.000000 Penalty: 118478.460938
Entering ConstructFrom: 
Trying to split cluster 1 (19179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Entering Unmasked Estep 
Score: -2457988.750000 Penalty: 2445.669678
	Iteration 0F: 2 clusters Score -2457989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2444513.500000 Penalty: 4891.339355
	Iteration 0F: 3 clusters Score -2444514 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2448991.750000 Penalty: 4891.339355
	Iteration 1F: 3 clusters Score -2448992 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2449559.750000 Penalty: 4891.339355
	Iteration 2F: 3 clusters Score -2449560 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2450151.000000 Penalty: 4891.339355
	Iteration 3F: 3 clusters Score -2450151 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2450796.750000 Penalty: 4891.339355
	Iteration 4F: 3 clusters Score -2450797 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2451526.000000 Penalty: 4891.339355
	Iteration 5F: 3 clusters Score -2451526 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2452384.500000 Penalty: 4891.339355
	Iteration 6F: 3 clusters Score -2452384 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2453174.000000 Penalty: 4891.339355
	Iteration 7F: 3 clusters Score -2453174 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2453882.750000 Penalty: 4891.339355
	Iteration 8F: 3 clusters Score -2453883 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2454467.500000 Penalty: 4891.339355
	Iteration 9Q: 3 clusters Score -2454468 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2454914.500000 Penalty: 4891.339355
	Iteration 10Q: 3 clusters Score -2454914 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2455234.000000 Penalty: 4891.339355
	Iteration 11Q: 3 clusters Score -2455234 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2455434.000000 Penalty: 4891.339355
	Iteration 12Q: 3 clusters Score -2455434 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2455546.500000 Penalty: 4891.339355
	Iteration 13Q: 3 clusters Score -2455546 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2455621.250000 Penalty: 4891.339355
	Iteration 14Q: 3 clusters Score -2455621 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2455682.250000 Penalty: 4891.339355
	Iteration 15Q: 3 clusters Score -2455682 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2455712.250000 Penalty: 4891.339355
	Iteration 16Q: 3 clusters Score -2455712 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2455739.500000 Penalty: 4891.339355
	Iteration 17Q: 3 clusters Score -2455740 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2455752.000000 Penalty: 4891.339355
	Iteration 18Q: 3 clusters Score -2455752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2455767.500000 Penalty: 4891.339355
	Iteration 19Q: 3 clusters Score -2455768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2455775.500000 Penalty: 4891.339355
	Iteration 20F: 3 clusters Score -2455776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2455792.750000 Penalty: 4891.339355
	Iteration 21Q: 3 clusters Score -2455793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2455800.500000 Penalty: 4891.339355
	Iteration 22Q: 3 clusters Score -2455800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2455808.000000 Penalty: 4891.339355
	Iteration 23Q: 3 clusters Score -2455808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2455821.750000 Penalty: 4891.339355
	Iteration 24Q: 3 clusters Score -2455822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2455818.750000 Penalty: 4891.339355
	Iteration 25Q: 3 clusters Score -2455819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2455829.250000 Penalty: 4891.339355
	Iteration 26Q: 3 clusters Score -2455829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2455833.250000 Penalty: 4891.339355
	Iteration 27Q: 3 clusters Score -2455833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2455839.250000 Penalty: 4891.339355
	Iteration 28Q: 3 clusters Score -2455839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2455843.750000 Penalty: 4891.339355
	Iteration 29Q: 3 clusters Score -2455844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2455848.500000 Penalty: 4891.339355
	Iteration 30Q: 3 clusters Score -2455848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2455865.500000 Penalty: 4891.339355
	Iteration 31Q: 3 clusters Score -2455866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2455862.750000 Penalty: 4891.339355
	Iteration 32Q: 3 clusters Score -2455863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2455860.750000 Penalty: 4891.339355
	Iteration 33Q: 3 clusters Score -2455861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2455869.500000 Penalty: 4891.339355
	Iteration 34Q: 3 clusters Score -2455870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2455881.500000 Penalty: 4891.339355
	Iteration 35Q: 3 clusters Score -2455882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2455902.500000 Penalty: 4891.339355
	Iteration 36Q: 3 clusters Score -2455902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2455927.250000 Penalty: 4891.339355
	Iteration 37Q: 3 clusters Score -2455927 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2455949.000000 Penalty: 4891.339355
	Iteration 38Q: 3 clusters Score -2455949 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2455978.000000 Penalty: 4891.339355
	Iteration 39Q: 3 clusters Score -2455978 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2456017.000000 Penalty: 4891.339355
	Iteration 40F: 3 clusters Score -2456017 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2456050.250000 Penalty: 4891.339355
	Iteration 41Q: 3 clusters Score -2456050 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2456089.750000 Penalty: 4891.339355
	Iteration 42Q: 3 clusters Score -2456090 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2456121.500000 Penalty: 4891.339355
	Iteration 43Q: 3 clusters Score -2456122 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2456160.750000 Penalty: 4891.339355
	Iteration 44Q: 3 clusters Score -2456161 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2456192.000000 Penalty: 4891.339355
	Iteration 45Q: 3 clusters Score -2456192 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2456227.000000 Penalty: 4891.339355
	Iteration 46Q: 3 clusters Score -2456227 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2456243.000000 Penalty: 4891.339355
	Iteration 47Q: 3 clusters Score -2456243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2456248.000000 Penalty: 4891.339355
	Iteration 48Q: 3 clusters Score -2456248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2456269.500000 Penalty: 4891.339355
	Iteration 49Q: 3 clusters Score -2456270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2456277.750000 Penalty: 4891.339355
	Iteration 50Q: 3 clusters Score -2456278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2456285.500000 Penalty: 4891.339355
	Iteration 51Q: 3 clusters Score -2456286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2456295.000000 Penalty: 4891.339355
	Iteration 52Q: 3 clusters Score -2456295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2456309.750000 Penalty: 4891.339355
	Iteration 53Q: 3 clusters Score -2456310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2456318.750000 Penalty: 4891.339355
	Iteration 54Q: 3 clusters Score -2456319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2456314.000000 Penalty: 4891.339355
	Iteration 55Q: 3 clusters Score -2456314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2456326.750000 Penalty: 4891.339355
	Iteration 56Q: 3 clusters Score -2456327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2456326.750000 Penalty: 4891.339355
	Iteration 57Q: 3 clusters Score -2456327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2456325.500000 Penalty: 4891.339355
	Iteration 58Q: 3 clusters Score -2456326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2456336.500000 Penalty: 4891.339355
	Iteration 59Q: 3 clusters Score -2456336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2456343.750000 Penalty: 4891.339355
	Iteration 60F: 3 clusters Score -2456344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2456342.750000 Penalty: 4891.339355
	Iteration 61Q: 3 clusters Score -2456343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2456348.500000 Penalty: 4891.339355
	Iteration 62Q: 3 clusters Score -2456348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2456347.500000 Penalty: 4891.339355
	Iteration 63Q: 3 clusters Score -2456348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2456356.000000 Penalty: 4891.339355
	Iteration 64Q: 3 clusters Score -2456356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2456355.500000 Penalty: 4891.339355
	Iteration 65Q: 3 clusters Score -2456356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2456357.750000 Penalty: 4891.339355
	Iteration 66Q: 3 clusters Score -2456358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2456369.500000 Penalty: 4891.339355
	Iteration 67Q: 3 clusters Score -2456370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2456379.000000 Penalty: 4891.339355
	Iteration 68Q: 3 clusters Score -2456379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2456379.000000 Penalty: 4891.339355
	Iteration 69Q: 3 clusters Score -2456379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2456383.750000 Penalty: 4891.339355
	Iteration 70Q: 3 clusters Score -2456384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2456394.250000 Penalty: 4891.339355
	Iteration 71Q: 3 clusters Score -2456394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2456400.000000 Penalty: 4891.339355
	Iteration 72Q: 3 clusters Score -2456400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2456409.500000 Penalty: 4891.339355
	Iteration 73Q: 3 clusters Score -2456410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2456415.500000 Penalty: 4891.339355
	Iteration 74Q: 3 clusters Score -2456416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2456417.000000 Penalty: 4891.339355
	Iteration 75Q: 3 clusters Score -2456417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2456417.250000 Penalty: 4891.339355
	Iteration 76Q: 3 clusters Score -2456417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2456416.750000 Penalty: 4891.339355
	Iteration 77Q: 3 clusters Score -2456417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2456410.500000 Penalty: 4891.339355
	Iteration 78Q: 3 clusters Score -2456410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2456414.500000 Penalty: 4891.339355
	Iteration 79Q: 3 clusters Score -2456414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2456412.500000 Penalty: 4891.339355
	Iteration 80F: 3 clusters Score -2456412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2456410.250000 Penalty: 4891.339355
	Iteration 81Q: 3 clusters Score -2456410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2456412.000000 Penalty: 4891.339355
	Iteration 82Q: 3 clusters Score -2456412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2456417.500000 Penalty: 4891.339355
	Iteration 83Q: 3 clusters Score -2456418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2456419.000000 Penalty: 4891.339355
	Iteration 84Q: 3 clusters Score -2456419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2456420.000000 Penalty: 4891.339355
	Iteration 85Q: 3 clusters Score -2456420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2456419.250000 Penalty: 4891.339355
	Iteration 86Q: 3 clusters Score -2456419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2456421.000000 Penalty: 4891.339355
	Iteration 87Q: 3 clusters Score -2456421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2456420.250000 Penalty: 4891.339355
	Iteration 88Q: 3 clusters Score -2456420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2456422.500000 Penalty: 4891.339355
	Iteration 89Q: 3 clusters Score -2456422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2456417.250000 Penalty: 4891.339355
	Iteration 90Q: 3 clusters Score -2456417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2456422.250000 Penalty: 4891.339355
	Iteration 91Q: 3 clusters Score -2456422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2456424.250000 Penalty: 4891.339355
	Iteration 92Q: 3 clusters Score -2456424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2456422.500000 Penalty: 4891.339355
	Iteration 93Q: 3 clusters Score -2456422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2456424.250000 Penalty: 4891.339355
	Iteration 94Q: 3 clusters Score -2456424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2456422.750000 Penalty: 4891.339355
	Iteration 95Q: 3 clusters Score -2456423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2456423.250000 Penalty: 4891.339355
	Iteration 96Q: 3 clusters Score -2456423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2456426.000000 Penalty: 4891.339355
	Iteration 97Q: 3 clusters Score -2456426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2456426.000000 Penalty: 4891.339355
	Iteration 98Q: 3 clusters Score -2456426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2456426.750000 Penalty: 4891.339355
	Iteration 99Q: 3 clusters Score -2456427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2456428.000000 Penalty: 4891.339355
	Iteration 100F: 3 clusters Score -2456428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2456424.000000 Penalty: 4891.339355
	Iteration 101Q: 3 clusters Score -2456424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2456428.750000 Penalty: 4891.339355
	Iteration 102Q: 3 clusters Score -2456429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2456424.500000 Penalty: 4891.339355
	Iteration 103Q: 3 clusters Score -2456424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2456424.250000 Penalty: 4891.339355
	Iteration 104Q: 3 clusters Score -2456424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2456424.750000 Penalty: 4891.339355
	Iteration 105Q: 3 clusters Score -2456425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2456430.250000 Penalty: 4891.339355
	Iteration 106Q: 3 clusters Score -2456430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2456430.750000 Penalty: 4891.339355
	Iteration 107Q: 3 clusters Score -2456431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2456433.250000 Penalty: 4891.339355
	Iteration 108Q: 3 clusters Score -2456433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2456435.000000 Penalty: 4891.339355
	Iteration 109Q: 3 clusters Score -2456435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2456439.250000 Penalty: 4891.339355
	Iteration 110Q: 3 clusters Score -2456439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2456436.000000 Penalty: 4891.339355
	Iteration 111Q: 3 clusters Score -2456436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2456446.000000 Penalty: 4891.339355
	Iteration 112Q: 3 clusters Score -2456446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2456444.250000 Penalty: 4891.339355
	Iteration 113Q: 3 clusters Score -2456444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2456443.000000 Penalty: 4891.339355
	Iteration 114Q: 3 clusters Score -2456443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2456445.500000 Penalty: 4891.339355
	Iteration 115Q: 3 clusters Score -2456446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2456445.000000 Penalty: 4891.339355
	Iteration 116Q: 3 clusters Score -2456445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2456442.750000 Penalty: 4891.339355
	Iteration 117Q: 3 clusters Score -2456443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2456445.750000 Penalty: 4891.339355
	Iteration 118Q: 3 clusters Score -2456446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2456445.250000 Penalty: 4891.339355
	Iteration 119Q: 3 clusters Score -2456445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2456444.000000 Penalty: 4891.339355
	Iteration 120F: 3 clusters Score -2456444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2456445.750000 Penalty: 4891.339355
	Iteration 121Q: 3 clusters Score -2456446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2456445.750000 Penalty: 4891.339355
	Iteration 122Q: 3 clusters Score -2456446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2456445.000000 Penalty: 4891.339355
	Iteration 123Q: 3 clusters Score -2456445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2456445.250000 Penalty: 4891.339355
	Iteration 124Q: 3 clusters Score -2456445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2456443.750000 Penalty: 4891.339355
	Iteration 125Q: 3 clusters Score -2456444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2456443.750000 Penalty: 4891.339355
	Iteration 126F: 3 clusters Score -2456444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Entering Unmasked Estep 
Score: -966987.562500 Penalty: 2211.725586
	Iteration 0F: 2 clusters Score -966987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -960856.562500 Penalty: 4423.451172
	Iteration 0F: 3 clusters Score -960856.6 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -962486.062500 Penalty: 4423.451172
	Iteration 1F: 3 clusters Score -962486.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -962753.500000 Penalty: 4423.451172
	Iteration 2F: 3 clusters Score -962753.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -962944.937500 Penalty: 4423.451172
	Iteration 3F: 3 clusters Score -962944.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -963083.625000 Penalty: 4423.451172
	Iteration 4Q: 3 clusters Score -963083.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -963192.875000 Penalty: 4423.451172
	Iteration 5Q: 3 clusters Score -963192.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -963281.125000 Penalty: 4423.451172
	Iteration 6Q: 3 clusters Score -963281.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -963372.437500 Penalty: 4423.451172
	Iteration 7Q: 3 clusters Score -963372.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -963468.812500 Penalty: 4423.451172
	Iteration 8Q: 3 clusters Score -963468.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -963583.437500 Penalty: 4423.451172
	Iteration 9Q: 3 clusters Score -963583.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -963713.437500 Penalty: 4423.451172
	Iteration 10Q: 3 clusters Score -963713.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -963863.125000 Penalty: 4423.451172
	Iteration 11Q: 3 clusters Score -963863.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -964014.125000 Penalty: 4423.451172
	Iteration 12Q: 3 clusters Score -964014.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -964166.625000 Penalty: 4423.451172
	Iteration 13Q: 3 clusters Score -964166.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -964337.437500 Penalty: 4423.451172
	Iteration 14Q: 3 clusters Score -964337.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -964492.187500 Penalty: 4423.451172
	Iteration 15Q: 3 clusters Score -964492.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -964631.062500 Penalty: 4423.451172
	Iteration 16Q: 3 clusters Score -964631.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -964734.750000 Penalty: 4423.451172
	Iteration 17Q: 3 clusters Score -964734.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -964818.625000 Penalty: 4423.451172
	Iteration 18Q: 3 clusters Score -964818.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -964879.437500 Penalty: 4423.451172
	Iteration 19Q: 3 clusters Score -964879.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -964936.625000 Penalty: 4423.451172
	Iteration 20F: 3 clusters Score -964936.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -964977.500000 Penalty: 4423.451172
	Iteration 21Q: 3 clusters Score -964977.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -965017.187500 Penalty: 4423.451172
	Iteration 22Q: 3 clusters Score -965017.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -965038.687500 Penalty: 4423.451172
	Iteration 23Q: 3 clusters Score -965038.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -965061.437500 Penalty: 4423.451172
	Iteration 24Q: 3 clusters Score -965061.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -965080.187500 Penalty: 4423.451172
	Iteration 25Q: 3 clusters Score -965080.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -965096.062500 Penalty: 4423.451172
	Iteration 26Q: 3 clusters Score -965096.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -965108.375000 Penalty: 4423.451172
	Iteration 27Q: 3 clusters Score -965108.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -965117.625000 Penalty: 4423.451172
	Iteration 28Q: 3 clusters Score -965117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -965120.875000 Penalty: 4423.451172
	Iteration 29Q: 3 clusters Score -965120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -965122.187500 Penalty: 4423.451172
	Iteration 30Q: 3 clusters Score -965122.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -965128.312500 Penalty: 4423.451172
	Iteration 31Q: 3 clusters Score -965128.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -965133.375000 Penalty: 4423.451172
	Iteration 32Q: 3 clusters Score -965133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -965134.562500 Penalty: 4423.451172
	Iteration 33Q: 3 clusters Score -965134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -965134.562500 Penalty: 4423.451172
	Iteration 34F: 3 clusters Score -965134.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -1083869.000000 Penalty: 2257.869629
	Iteration 0F: 2 clusters Score -1083869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -1076817.875000 Penalty: 4515.739258
	Iteration 0F: 3 clusters Score -1076818 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1078912.500000 Penalty: 4515.739258
	Iteration 1F: 3 clusters Score -1078912 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1079249.375000 Penalty: 4515.739258
	Iteration 2F: 3 clusters Score -1079249 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1079554.875000 Penalty: 4515.739258
	Iteration 3F: 3 clusters Score -1079555 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1079880.250000 Penalty: 4515.739258
	Iteration 4F: 3 clusters Score -1079880 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1080257.500000 Penalty: 4515.739258
	Iteration 5F: 3 clusters Score -1080258 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1080660.500000 Penalty: 4515.739258
	Iteration 6F: 3 clusters Score -1080660 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1081044.375000 Penalty: 4515.739258
	Iteration 7F: 3 clusters Score -1081044 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1081404.375000 Penalty: 4515.739258
	Iteration 8Q: 3 clusters Score -1081404 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1081748.500000 Penalty: 4515.739258
	Iteration 9Q: 3 clusters Score -1081748 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1082041.375000 Penalty: 4515.739258
	Iteration 10Q: 3 clusters Score -1082041 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1082319.500000 Penalty: 4515.739258
	Iteration 11Q: 3 clusters Score -1082320 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1082584.250000 Penalty: 4515.739258
	Iteration 12Q: 3 clusters Score -1082584 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1082784.375000 Penalty: 4515.739258
	Iteration 13Q: 3 clusters Score -1082784 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1082941.000000 Penalty: 4515.739258
	Iteration 14Q: 3 clusters Score -1082941 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1083052.875000 Penalty: 4515.739258
	Iteration 15Q: 3 clusters Score -1083053 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1083137.375000 Penalty: 4515.739258
	Iteration 16Q: 3 clusters Score -1083137 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1083179.875000 Penalty: 4515.739258
	Iteration 17Q: 3 clusters Score -1083180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1083201.625000 Penalty: 4515.739258
	Iteration 18Q: 3 clusters Score -1083202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1083213.625000 Penalty: 4515.739258
	Iteration 19Q: 3 clusters Score -1083214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1083220.125000 Penalty: 4515.739258
	Iteration 20F: 3 clusters Score -1083220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1083228.875000 Penalty: 4515.739258
	Iteration 21Q: 3 clusters Score -1083229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1083233.875000 Penalty: 4515.739258
	Iteration 22Q: 3 clusters Score -1083234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1083239.250000 Penalty: 4515.739258
	Iteration 23Q: 3 clusters Score -1083239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1083242.500000 Penalty: 4515.739258
	Iteration 24Q: 3 clusters Score -1083242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1083244.375000 Penalty: 4515.739258
	Iteration 25Q: 3 clusters Score -1083244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1083246.375000 Penalty: 4515.739258
	Iteration 26Q: 3 clusters Score -1083246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1083245.750000 Penalty: 4515.739258
	Iteration 27Q: 3 clusters Score -1083246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1083247.625000 Penalty: 4515.739258
	Iteration 28Q: 3 clusters Score -1083248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1083248.375000 Penalty: 4515.739258
	Iteration 29Q: 3 clusters Score -1083248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1083248.125000 Penalty: 4515.739258
	Iteration 30Q: 3 clusters Score -1083248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1083247.875000 Penalty: 4515.739258
	Iteration 31Q: 3 clusters Score -1083248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1083247.375000 Penalty: 4515.739258
	Iteration 32Q: 3 clusters Score -1083247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1083248.250000 Penalty: 4515.739258
	Iteration 33Q: 3 clusters Score -1083248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1083247.750000 Penalty: 4515.739258
	Iteration 34Q: 3 clusters Score -1083248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1083249.250000 Penalty: 4515.739258
	Iteration 35Q: 3 clusters Score -1083249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1083250.125000 Penalty: 4515.739258
	Iteration 36Q: 3 clusters Score -1083250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1083251.125000 Penalty: 4515.739258
	Iteration 37Q: 3 clusters Score -1083251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1083252.250000 Penalty: 4515.739258
	Iteration 38Q: 3 clusters Score -1083252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1083254.250000 Penalty: 4515.739258
	Iteration 39Q: 3 clusters Score -1083254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1083255.250000 Penalty: 4515.739258
	Iteration 40F: 3 clusters Score -1083255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1083253.750000 Penalty: 4515.739258
	Iteration 41Q: 3 clusters Score -1083254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1083253.750000 Penalty: 4515.739258
	Iteration 42F: 3 clusters Score -1083254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Entering Unmasked Estep 
Score: -1928186.000000 Penalty: 2390.520752
	Iteration 0F: 2 clusters Score -1928186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1917056.000000 Penalty: 4781.041504
	Iteration 0F: 3 clusters Score -1917056 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1920665.625000 Penalty: 4781.041504
	Iteration 1F: 3 clusters Score -1920666 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1921129.625000 Penalty: 4781.041504
	Iteration 2F: 3 clusters Score -1921130 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1921545.000000 Penalty: 4781.041504
	Iteration 3F: 3 clusters Score -1921545 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1921894.625000 Penalty: 4781.041504
	Iteration 4F: 3 clusters Score -1921895 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1922213.500000 Penalty: 4781.041504
	Iteration 5Q: 3 clusters Score -1922214 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1922515.375000 Penalty: 4781.041504
	Iteration 6Q: 3 clusters Score -1922515 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1922795.750000 Penalty: 4781.041504
	Iteration 7Q: 3 clusters Score -1922796 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1923087.125000 Penalty: 4781.041504
	Iteration 8Q: 3 clusters Score -1923087 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1923356.750000 Penalty: 4781.041504
	Iteration 9Q: 3 clusters Score -1923357 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1923605.000000 Penalty: 4781.041504
	Iteration 10Q: 3 clusters Score -1923605 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1923877.500000 Penalty: 4781.041504
	Iteration 11Q: 3 clusters Score -1923878 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1924159.000000 Penalty: 4781.041504
	Iteration 12Q: 3 clusters Score -1924159 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1924455.750000 Penalty: 4781.041504
	Iteration 13Q: 3 clusters Score -1924456 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1924735.125000 Penalty: 4781.041504
	Iteration 14Q: 3 clusters Score -1924735 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1925017.875000 Penalty: 4781.041504
	Iteration 15Q: 3 clusters Score -1925018 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1925278.375000 Penalty: 4781.041504
	Iteration 16Q: 3 clusters Score -1925278 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1925495.750000 Penalty: 4781.041504
	Iteration 17Q: 3 clusters Score -1925496 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1925677.250000 Penalty: 4781.041504
	Iteration 18Q: 3 clusters Score -1925677 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1925781.375000 Penalty: 4781.041504
	Iteration 19Q: 3 clusters Score -1925781 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1925858.500000 Penalty: 4781.041504
	Iteration 20F: 3 clusters Score -1925858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1925907.500000 Penalty: 4781.041504
	Iteration 21Q: 3 clusters Score -1925908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1925945.250000 Penalty: 4781.041504
	Iteration 22Q: 3 clusters Score -1925945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1925983.125000 Penalty: 4781.041504
	Iteration 23Q: 3 clusters Score -1925983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1926008.750000 Penalty: 4781.041504
	Iteration 24Q: 3 clusters Score -1926009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1926030.375000 Penalty: 4781.041504
	Iteration 25Q: 3 clusters Score -1926030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1926046.875000 Penalty: 4781.041504
	Iteration 26Q: 3 clusters Score -1926047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1926061.875000 Penalty: 4781.041504
	Iteration 27Q: 3 clusters Score -1926062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1926079.625000 Penalty: 4781.041504
	Iteration 28Q: 3 clusters Score -1926080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1926089.375000 Penalty: 4781.041504
	Iteration 29Q: 3 clusters Score -1926089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1926095.500000 Penalty: 4781.041504
	Iteration 30Q: 3 clusters Score -1926096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1926099.750000 Penalty: 4781.041504
	Iteration 31Q: 3 clusters Score -1926100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1926107.875000 Penalty: 4781.041504
	Iteration 32Q: 3 clusters Score -1926108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1926111.750000 Penalty: 4781.041504
	Iteration 33Q: 3 clusters Score -1926112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1926110.250000 Penalty: 4781.041504
	Iteration 34Q: 3 clusters Score -1926110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1926115.625000 Penalty: 4781.041504
	Iteration 35Q: 3 clusters Score -1926116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1926119.750000 Penalty: 4781.041504
	Iteration 36Q: 3 clusters Score -1926120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1926118.500000 Penalty: 4781.041504
	Iteration 37Q: 3 clusters Score -1926118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1926119.875000 Penalty: 4781.041504
	Iteration 38Q: 3 clusters Score -1926120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1926125.125000 Penalty: 4781.041504
	Iteration 39Q: 3 clusters Score -1926125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1926128.500000 Penalty: 4781.041504
	Iteration 40F: 3 clusters Score -1926128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1926127.875000 Penalty: 4781.041504
	Iteration 41Q: 3 clusters Score -1926128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1926127.375000 Penalty: 4781.041504
	Iteration 42Q: 3 clusters Score -1926127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1926127.125000 Penalty: 4781.041504
	Iteration 43Q: 3 clusters Score -1926127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1926127.750000 Penalty: 4781.041504
	Iteration 44Q: 3 clusters Score -1926128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1926127.750000 Penalty: 4781.041504
	Iteration 45F: 3 clusters Score -1926128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (78242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78242 members 
Entering Unmasked Estep 
Score: -10115563.000000 Penalty: 2794.355469
	Iteration 0F: 2 clusters Score -1.011556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -10063028.000000 Penalty: 5588.710938
	Iteration 0F: 3 clusters Score -1.006303e+07 nChanged 36740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -10083686.000000 Penalty: 5588.710938
	Iteration 1F: 3 clusters Score -1.008369e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -10084153.000000 Penalty: 5588.710938
	Iteration 2Q: 3 clusters Score -1.008415e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -10084724.000000 Penalty: 5588.710938
	Iteration 3Q: 3 clusters Score -1.008472e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -10085464.000000 Penalty: 5588.710938
	Iteration 4Q: 3 clusters Score -1.008546e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -10086657.000000 Penalty: 5588.710938
	Iteration 5Q: 3 clusters Score -1.008666e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -10088738.000000 Penalty: 5588.710938
	Iteration 6F: 3 clusters Score -1.008874e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -10092266.000000 Penalty: 5588.710938
	Iteration 7F: 3 clusters Score -1.009227e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -10097567.000000 Penalty: 5588.710938
	Iteration 8F: 3 clusters Score -1.009757e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -10103780.000000 Penalty: 5588.710938
	Iteration 9F: 3 clusters Score -1.010378e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -10108565.000000 Penalty: 5588.710938
	Iteration 10F: 3 clusters Score -1.010856e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -10111173.000000 Penalty: 5588.710938
	Iteration 11Q: 3 clusters Score -1.011117e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10112291.000000 Penalty: 5588.710938
	Iteration 12Q: 3 clusters Score -1.011229e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10112713.000000 Penalty: 5588.710938
	Iteration 13Q: 3 clusters Score -1.011271e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10112901.000000 Penalty: 5588.710938
	Iteration 14Q: 3 clusters Score -1.01129e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10112987.000000 Penalty: 5588.710938
	Iteration 15Q: 3 clusters Score -1.011299e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10113035.000000 Penalty: 5588.710938
	Iteration 16Q: 3 clusters Score -1.011304e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10113068.000000 Penalty: 5588.710938
	Iteration 17Q: 3 clusters Score -1.011307e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77860 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10113093.000000 Penalty: 5588.710938
	Iteration 18Q: 3 clusters Score -1.011309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10113122.000000 Penalty: 5588.710938
	Iteration 19Q: 3 clusters Score -1.011312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10113150.000000 Penalty: 5588.710938
	Iteration 20F: 3 clusters Score -1.011315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10113146.000000 Penalty: 5588.710938
	Iteration 21Q: 3 clusters Score -1.011315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77888 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10113148.000000 Penalty: 5588.710938
	Iteration 22Q: 3 clusters Score -1.011315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10113154.000000 Penalty: 5588.710938
	Iteration 23Q: 3 clusters Score -1.011315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10113153.000000 Penalty: 5588.710938
	Iteration 24Q: 3 clusters Score -1.011315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10113153.000000 Penalty: 5588.710938
	Iteration 25F: 3 clusters Score -1.011315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101145 members 
Entering Unmasked Estep 
Score: -12746471.000000 Penalty: 2858.028809
	Iteration 0F: 2 clusters Score -1.274647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -12678747.000000 Penalty: 5716.057617
	Iteration 0F: 3 clusters Score -1.267875e+07 nChanged 47960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -12706556.000000 Penalty: 5716.057617
	Iteration 1F: 3 clusters Score -1.270656e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -12708167.000000 Penalty: 5716.057617
	Iteration 2Q: 3 clusters Score -1.270817e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -12710321.000000 Penalty: 5716.057617
	Iteration 3F: 3 clusters Score -1.271032e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -12713354.000000 Penalty: 5716.057617
	Iteration 4F: 3 clusters Score -1.271335e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -12716617.000000 Penalty: 5716.057617
	Iteration 5F: 3 clusters Score -1.271662e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -12719798.000000 Penalty: 5716.057617
	Iteration 6F: 3 clusters Score -1.27198e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -12722417.000000 Penalty: 5716.057617
	Iteration 7F: 3 clusters Score -1.272242e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 74589 members 
Entering Unmasked Estep 
Score: -12724714.000000 Penalty: 5716.057617
	Iteration 8Q: 3 clusters Score -1.272471e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -12727229.000000 Penalty: 5716.057617
	Iteration 9Q: 3 clusters Score -1.272723e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -12730074.000000 Penalty: 5716.057617
	Iteration 10Q: 3 clusters Score -1.273007e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 87625 members 
Entering Unmasked Estep 
Score: -12733291.000000 Penalty: 5716.057617
	Iteration 11Q: 3 clusters Score -1.273329e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -12736765.000000 Penalty: 5716.057617
	Iteration 12Q: 3 clusters Score -1.273676e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 95408 members 
Entering Unmasked Estep 
Score: -12739712.000000 Penalty: 5716.057617
	Iteration 13Q: 3 clusters Score -1.273971e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 97815 members 
Entering Unmasked Estep 
Score: -12741760.000000 Penalty: 5716.057617
	Iteration 14Q: 3 clusters Score -1.274176e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 99199 members 
Entering Unmasked Estep 
Score: -12742876.000000 Penalty: 5716.057617
	Iteration 15Q: 3 clusters Score -1.274288e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 99840 members 
Entering Unmasked Estep 
Score: -12743368.000000 Penalty: 5716.057617
	Iteration 16Q: 3 clusters Score -1.274337e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -12743593.000000 Penalty: 5716.057617
	Iteration 17Q: 3 clusters Score -1.274359e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 100298 members 
Entering Unmasked Estep 
Score: -12743696.000000 Penalty: 5716.057617
	Iteration 18Q: 3 clusters Score -1.27437e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -12743781.000000 Penalty: 5716.057617
	Iteration 19Q: 3 clusters Score -1.274378e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -12743870.000000 Penalty: 5716.057617
	Iteration 20F: 3 clusters Score -1.274387e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 100466 members 
Entering Unmasked Estep 
Score: -12743916.000000 Penalty: 5716.057617
	Iteration 21Q: 3 clusters Score -1.274392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -12743946.000000 Penalty: 5716.057617
	Iteration 22Q: 3 clusters Score -1.274395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 100502 members 
Entering Unmasked Estep 
Score: -12743972.000000 Penalty: 5716.057617
	Iteration 23Q: 3 clusters Score -1.274397e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 100517 members 
Entering Unmasked Estep 
Score: -12744003.000000 Penalty: 5716.057617
	Iteration 24Q: 3 clusters Score -1.2744e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -12744050.000000 Penalty: 5716.057617
	Iteration 25Q: 3 clusters Score -1.274405e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -12744098.000000 Penalty: 5716.057617
	Iteration 26Q: 3 clusters Score -1.27441e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 100556 members 
Entering Unmasked Estep 
Score: -12744145.000000 Penalty: 5716.057617
	Iteration 27Q: 3 clusters Score -1.274414e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 100566 members 
Entering Unmasked Estep 
Score: -12744176.000000 Penalty: 5716.057617
	Iteration 28Q: 3 clusters Score -1.274418e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 100563 members 
Entering Unmasked Estep 
Score: -12744191.000000 Penalty: 5716.057617
	Iteration 29Q: 3 clusters Score -1.274419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -12744206.000000 Penalty: 5716.057617
	Iteration 30Q: 3 clusters Score -1.274421e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -12744251.000000 Penalty: 5716.057617
	Iteration 31Q: 3 clusters Score -1.274425e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -12744282.000000 Penalty: 5716.057617
	Iteration 32Q: 3 clusters Score -1.274428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -12744304.000000 Penalty: 5716.057617
	Iteration 33Q: 3 clusters Score -1.27443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -12744326.000000 Penalty: 5716.057617
	Iteration 34Q: 3 clusters Score -1.274433e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 100574 members 
Entering Unmasked Estep 
Score: -12744364.000000 Penalty: 5716.057617
	Iteration 35Q: 3 clusters Score -1.274436e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -12744380.000000 Penalty: 5716.057617
	Iteration 36Q: 3 clusters Score -1.274438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -12744414.000000 Penalty: 5716.057617
	Iteration 37Q: 3 clusters Score -1.274441e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -12744435.000000 Penalty: 5716.057617
	Iteration 38Q: 3 clusters Score -1.274444e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 100529 members 
Entering Unmasked Estep 
Score: -12744471.000000 Penalty: 5716.057617
	Iteration 39Q: 3 clusters Score -1.274447e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 100517 members 
Entering Unmasked Estep 
Score: -12744474.000000 Penalty: 5716.057617
	Iteration 40F: 3 clusters Score -1.274447e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 100507 members 
Entering Unmasked Estep 
Score: -12744502.000000 Penalty: 5716.057617
	Iteration 41Q: 3 clusters Score -1.27445e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 100501 members 
Entering Unmasked Estep 
Score: -12744511.000000 Penalty: 5716.057617
	Iteration 42Q: 3 clusters Score -1.274451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 100489 members 
Entering Unmasked Estep 
Score: -12744522.000000 Penalty: 5716.057617
	Iteration 43Q: 3 clusters Score -1.274452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 100475 members 
Entering Unmasked Estep 
Score: -12744542.000000 Penalty: 5716.057617
	Iteration 44Q: 3 clusters Score -1.274454e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -12744557.000000 Penalty: 5716.057617
	Iteration 45Q: 3 clusters Score -1.274456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
Score: -12744572.000000 Penalty: 5716.057617
	Iteration 46Q: 3 clusters Score -1.274457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 100457 members 
Entering Unmasked Estep 
Score: -12744579.000000 Penalty: 5716.057617
	Iteration 47Q: 3 clusters Score -1.274458e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 100443 members 
Entering Unmasked Estep 
Score: -12744586.000000 Penalty: 5716.057617
	Iteration 48Q: 3 clusters Score -1.274459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 100429 members 
Entering Unmasked Estep 
Score: -12744595.000000 Penalty: 5716.057617
	Iteration 49Q: 3 clusters Score -1.27446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -12744599.000000 Penalty: 5716.057617
	Iteration 50Q: 3 clusters Score -1.27446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -12744609.000000 Penalty: 5716.057617
	Iteration 51Q: 3 clusters Score -1.274461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -12744615.000000 Penalty: 5716.057617
	Iteration 52Q: 3 clusters Score -1.274462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 100425 members 
Entering Unmasked Estep 
Score: -12744617.000000 Penalty: 5716.057617
	Iteration 53Q: 3 clusters Score -1.274462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -12744620.000000 Penalty: 5716.057617
	Iteration 54Q: 3 clusters Score -1.274462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -12744617.000000 Penalty: 5716.057617
	Iteration 55Q: 3 clusters Score -1.274462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -12744637.000000 Penalty: 5716.057617
	Iteration 56Q: 3 clusters Score -1.274464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -12744635.000000 Penalty: 5716.057617
	Iteration 57Q: 3 clusters Score -1.274464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 100423 members 
Entering Unmasked Estep 
Score: -12744633.000000 Penalty: 5716.057617
	Iteration 58Q: 3 clusters Score -1.274463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 100423 members 
Entering Unmasked Estep 
Score: -12744627.000000 Penalty: 5716.057617
	Iteration 59Q: 3 clusters Score -1.274463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -12744626.000000 Penalty: 5716.057617
	Iteration 60F: 3 clusters Score -1.274463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -12744633.000000 Penalty: 5716.057617
	Iteration 61Q: 3 clusters Score -1.274463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 100416 members 
Entering Unmasked Estep 
Score: -12744647.000000 Penalty: 5716.057617
	Iteration 62Q: 3 clusters Score -1.274465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -12744647.000000 Penalty: 5716.057617
	Iteration 63Q: 3 clusters Score -1.274465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -12744650.000000 Penalty: 5716.057617
	Iteration 64Q: 3 clusters Score -1.274465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -12744652.000000 Penalty: 5716.057617
	Iteration 65Q: 3 clusters Score -1.274465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 100411 members 
Entering Unmasked Estep 
Score: -12744652.000000 Penalty: 5716.057617
	Iteration 66Q: 3 clusters Score -1.274465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -12744648.000000 Penalty: 5716.057617
	Iteration 67Q: 3 clusters Score -1.274465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -12744648.000000 Penalty: 5716.057617
	Iteration 68F: 3 clusters Score -1.274465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Entering Unmasked Estep 
Score: -3890770.500000 Penalty: 2564.335938
	Iteration 0F: 2 clusters Score -3890770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3869613.000000 Penalty: 5128.671875
	Iteration 0F: 3 clusters Score -3869613 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3877250.250000 Penalty: 5128.671875
	Iteration 1F: 3 clusters Score -3877250 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3877974.500000 Penalty: 5128.671875
	Iteration 2F: 3 clusters Score -3877974 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3878838.750000 Penalty: 5128.671875
	Iteration 3F: 3 clusters Score -3878839 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3879831.250000 Penalty: 5128.671875
	Iteration 4F: 3 clusters Score -3879831 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3880898.250000 Penalty: 5128.671875
	Iteration 5F: 3 clusters Score -3880898 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -3882034.750000 Penalty: 5128.671875
	Iteration 6F: 3 clusters Score -3882035 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3883087.500000 Penalty: 5128.671875
	Iteration 7F: 3 clusters Score -3883088 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3883997.500000 Penalty: 5128.671875
	Iteration 8F: 3 clusters Score -3883998 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3884685.500000 Penalty: 5128.671875
	Iteration 9Q: 3 clusters Score -3884686 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3885078.750000 Penalty: 5128.671875
	Iteration 10Q: 3 clusters Score -3885079 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3885364.750000 Penalty: 5128.671875
	Iteration 11Q: 3 clusters Score -3885365 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3885560.000000 Penalty: 5128.671875
	Iteration 12Q: 3 clusters Score -3885560 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3885686.500000 Penalty: 5128.671875
	Iteration 13Q: 3 clusters Score -3885686 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3885751.750000 Penalty: 5128.671875
	Iteration 14Q: 3 clusters Score -3885752 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3885795.250000 Penalty: 5128.671875
	Iteration 15Q: 3 clusters Score -3885795 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3885849.250000 Penalty: 5128.671875
	Iteration 16Q: 3 clusters Score -3885849 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3885878.500000 Penalty: 5128.671875
	Iteration 17Q: 3 clusters Score -3885878 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3885882.000000 Penalty: 5128.671875
	Iteration 18Q: 3 clusters Score -3885882 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3885896.250000 Penalty: 5128.671875
	Iteration 19Q: 3 clusters Score -3885896 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3885914.750000 Penalty: 5128.671875
	Iteration 20F: 3 clusters Score -3885915 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3885925.250000 Penalty: 5128.671875
	Iteration 21Q: 3 clusters Score -3885925 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3885939.000000 Penalty: 5128.671875
	Iteration 22Q: 3 clusters Score -3885939 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3885961.250000 Penalty: 5128.671875
	Iteration 23Q: 3 clusters Score -3885961 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3885951.750000 Penalty: 5128.671875
	Iteration 24Q: 3 clusters Score -3885952 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3885967.500000 Penalty: 5128.671875
	Iteration 25Q: 3 clusters Score -3885968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3885978.500000 Penalty: 5128.671875
	Iteration 26Q: 3 clusters Score -3885978 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3885983.000000 Penalty: 5128.671875
	Iteration 27Q: 3 clusters Score -3885983 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3885997.750000 Penalty: 5128.671875
	Iteration 28Q: 3 clusters Score -3885998 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3886011.250000 Penalty: 5128.671875
	Iteration 29Q: 3 clusters Score -3886011 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3886031.250000 Penalty: 5128.671875
	Iteration 30Q: 3 clusters Score -3886031 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3886034.000000 Penalty: 5128.671875
	Iteration 31Q: 3 clusters Score -3886034 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3886043.500000 Penalty: 5128.671875
	Iteration 32Q: 3 clusters Score -3886044 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3886076.250000 Penalty: 5128.671875
	Iteration 33Q: 3 clusters Score -3886076 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3886107.000000 Penalty: 5128.671875
	Iteration 34Q: 3 clusters Score -3886107 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3886137.500000 Penalty: 5128.671875
	Iteration 35Q: 3 clusters Score -3886138 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3886154.000000 Penalty: 5128.671875
	Iteration 36Q: 3 clusters Score -3886154 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3886179.500000 Penalty: 5128.671875
	Iteration 37Q: 3 clusters Score -3886180 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3886211.500000 Penalty: 5128.671875
	Iteration 38Q: 3 clusters Score -3886212 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3886276.000000 Penalty: 5128.671875
	Iteration 39Q: 3 clusters Score -3886276 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3886345.000000 Penalty: 5128.671875
	Iteration 40F: 3 clusters Score -3886345 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3886413.000000 Penalty: 5128.671875
	Iteration 41Q: 3 clusters Score -3886413 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3886480.250000 Penalty: 5128.671875
	Iteration 42Q: 3 clusters Score -3886480 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3886563.250000 Penalty: 5128.671875
	Iteration 43Q: 3 clusters Score -3886563 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3886632.500000 Penalty: 5128.671875
	Iteration 44Q: 3 clusters Score -3886632 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3886769.250000 Penalty: 5128.671875
	Iteration 45Q: 3 clusters Score -3886769 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3886914.500000 Penalty: 5128.671875
	Iteration 46Q: 3 clusters Score -3886914 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3887060.750000 Penalty: 5128.671875
	Iteration 47Q: 3 clusters Score -3887061 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3887244.250000 Penalty: 5128.671875
	Iteration 48Q: 3 clusters Score -3887244 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3887438.000000 Penalty: 5128.671875
	Iteration 49Q: 3 clusters Score -3887438 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3887672.750000 Penalty: 5128.671875
	Iteration 50Q: 3 clusters Score -3887673 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3887887.000000 Penalty: 5128.671875
	Iteration 51Q: 3 clusters Score -3887887 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3888128.000000 Penalty: 5128.671875
	Iteration 52Q: 3 clusters Score -3888128 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -3888373.750000 Penalty: 5128.671875
	Iteration 53Q: 3 clusters Score -3888374 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3888577.500000 Penalty: 5128.671875
	Iteration 54Q: 3 clusters Score -3888578 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3888795.750000 Penalty: 5128.671875
	Iteration 55Q: 3 clusters Score -3888796 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3889020.000000 Penalty: 5128.671875
	Iteration 56Q: 3 clusters Score -3889020 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3889227.250000 Penalty: 5128.671875
	Iteration 57Q: 3 clusters Score -3889227 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3889421.250000 Penalty: 5128.671875
	Iteration 58Q: 3 clusters Score -3889421 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3889574.000000 Penalty: 5128.671875
	Iteration 59Q: 3 clusters Score -3889574 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3889691.000000 Penalty: 5128.671875
	Iteration 60F: 3 clusters Score -3889691 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3889781.500000 Penalty: 5128.671875
	Iteration 61Q: 3 clusters Score -3889782 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3889857.750000 Penalty: 5128.671875
	Iteration 62Q: 3 clusters Score -3889858 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3889920.500000 Penalty: 5128.671875
	Iteration 63Q: 3 clusters Score -3889920 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3889972.000000 Penalty: 5128.671875
	Iteration 64Q: 3 clusters Score -3889972 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3890011.000000 Penalty: 5128.671875
	Iteration 65Q: 3 clusters Score -3890011 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3890042.500000 Penalty: 5128.671875
	Iteration 66Q: 3 clusters Score -3890042 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3890068.250000 Penalty: 5128.671875
	Iteration 67Q: 3 clusters Score -3890068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3890084.000000 Penalty: 5128.671875
	Iteration 68Q: 3 clusters Score -3890084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3890103.250000 Penalty: 5128.671875
	Iteration 69Q: 3 clusters Score -3890103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3890106.250000 Penalty: 5128.671875
	Iteration 70Q: 3 clusters Score -3890106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3890114.750000 Penalty: 5128.671875
	Iteration 71Q: 3 clusters Score -3890115 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3890133.500000 Penalty: 5128.671875
	Iteration 72Q: 3 clusters Score -3890134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3890140.000000 Penalty: 5128.671875
	Iteration 73Q: 3 clusters Score -3890140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3890149.000000 Penalty: 5128.671875
	Iteration 74Q: 3 clusters Score -3890149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3890147.500000 Penalty: 5128.671875
	Iteration 75Q: 3 clusters Score -3890148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3890153.250000 Penalty: 5128.671875
	Iteration 76Q: 3 clusters Score -3890153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3890159.500000 Penalty: 5128.671875
	Iteration 77Q: 3 clusters Score -3890160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3890156.000000 Penalty: 5128.671875
	Iteration 78Q: 3 clusters Score -3890156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3890155.250000 Penalty: 5128.671875
	Iteration 79Q: 3 clusters Score -3890155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3890158.250000 Penalty: 5128.671875
	Iteration 80F: 3 clusters Score -3890158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3890157.500000 Penalty: 5128.671875
	Iteration 81Q: 3 clusters Score -3890158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3890156.750000 Penalty: 5128.671875
	Iteration 82Q: 3 clusters Score -3890157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3890160.500000 Penalty: 5128.671875
	Iteration 83Q: 3 clusters Score -3890160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3890160.500000 Penalty: 5128.671875
	Iteration 84F: 3 clusters Score -3890160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152647 members 
Entering Unmasked Estep 
Score: -19781556.000000 Penalty: 2960.099121
	Iteration 0F: 2 clusters Score -1.978156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -19681698.000000 Penalty: 5920.198242
	Iteration 0F: 3 clusters Score -1.96817e+07 nChanged 72824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -19724270.000000 Penalty: 5920.198242
	Iteration 1F: 3 clusters Score -1.972427e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 80090 members 
Entering Unmasked Estep 
Score: -19725330.000000 Penalty: 5920.198242
	Iteration 2Q: 3 clusters Score -1.972533e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 82437 members 
Entering Unmasked Estep 
Score: -19727108.000000 Penalty: 5920.198242
	Iteration 3Q: 3 clusters Score -1.972711e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -19729540.000000 Penalty: 5920.198242
	Iteration 4Q: 3 clusters Score -1.972954e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -19733124.000000 Penalty: 5920.198242
	Iteration 5Q: 3 clusters Score -1.973312e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 97470 members 
Entering Unmasked Estep 
Score: -19738858.000000 Penalty: 5920.198242
	Iteration 6F: 3 clusters Score -1.973886e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 105519 members 
Entering Unmasked Estep 
Score: -19746274.000000 Penalty: 5920.198242
	Iteration 7F: 3 clusters Score -1.974627e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 114130 members 
Entering Unmasked Estep 
Score: -19754746.000000 Penalty: 5920.198242
	Iteration 8F: 3 clusters Score -1.975475e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 121851 members 
Entering Unmasked Estep 
Score: -19762512.000000 Penalty: 5920.198242
	Iteration 9F: 3 clusters Score -1.976251e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 127707 members 
Entering Unmasked Estep 
Score: -19768112.000000 Penalty: 5920.198242
	Iteration 10Q: 3 clusters Score -1.976811e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 131859 members 
Entering Unmasked Estep 
Score: -19771568.000000 Penalty: 5920.198242
	Iteration 11Q: 3 clusters Score -1.977157e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 134960 members 
Entering Unmasked Estep 
Score: -19773558.000000 Penalty: 5920.198242
	Iteration 12Q: 3 clusters Score -1.977356e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 137510 members 
Entering Unmasked Estep 
Score: -19774826.000000 Penalty: 5920.198242
	Iteration 13Q: 3 clusters Score -1.977483e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 139699 members 
Entering Unmasked Estep 
Score: -19775722.000000 Penalty: 5920.198242
	Iteration 14Q: 3 clusters Score -1.977572e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 141546 members 
Entering Unmasked Estep 
Score: -19776548.000000 Penalty: 5920.198242
	Iteration 15Q: 3 clusters Score -1.977655e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 143149 members 
Entering Unmasked Estep 
Score: -19777214.000000 Penalty: 5920.198242
	Iteration 16Q: 3 clusters Score -1.977721e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 144538 members 
Entering Unmasked Estep 
Score: -19777708.000000 Penalty: 5920.198242
	Iteration 17Q: 3 clusters Score -1.977771e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 145759 members 
Entering Unmasked Estep 
Score: -19778304.000000 Penalty: 5920.198242
	Iteration 18Q: 3 clusters Score -1.97783e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 146768 members 
Entering Unmasked Estep 
Score: -19778684.000000 Penalty: 5920.198242
	Iteration 19Q: 3 clusters Score -1.977868e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 147579 members 
Entering Unmasked Estep 
Score: -19778864.000000 Penalty: 5920.198242
	Iteration 20F: 3 clusters Score -1.977886e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 148268 members 
Entering Unmasked Estep 
Score: -19779100.000000 Penalty: 5920.198242
	Iteration 21Q: 3 clusters Score -1.97791e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 148858 members 
Entering Unmasked Estep 
Score: -19779334.000000 Penalty: 5920.198242
	Iteration 22Q: 3 clusters Score -1.977933e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 149321 members 
Entering Unmasked Estep 
Score: -19779532.000000 Penalty: 5920.198242
	Iteration 23Q: 3 clusters Score -1.977953e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 149667 members 
Entering Unmasked Estep 
Score: -19779646.000000 Penalty: 5920.198242
	Iteration 24Q: 3 clusters Score -1.977965e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -19779702.000000 Penalty: 5920.198242
	Iteration 25Q: 3 clusters Score -1.97797e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 150192 members 
Entering Unmasked Estep 
Score: -19779752.000000 Penalty: 5920.198242
	Iteration 26Q: 3 clusters Score -1.977975e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 150366 members 
Entering Unmasked Estep 
Score: -19779800.000000 Penalty: 5920.198242
	Iteration 27Q: 3 clusters Score -1.97798e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 150510 members 
Entering Unmasked Estep 
Score: -19779860.000000 Penalty: 5920.198242
	Iteration 28Q: 3 clusters Score -1.977986e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 150629 members 
Entering Unmasked Estep 
Score: -19779908.000000 Penalty: 5920.198242
	Iteration 29Q: 3 clusters Score -1.977991e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 150723 members 
Entering Unmasked Estep 
Score: -19779868.000000 Penalty: 5920.198242
	Iteration 30Q: 3 clusters Score -1.977987e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 150799 members 
Entering Unmasked Estep 
Score: -19779876.000000 Penalty: 5920.198242
	Iteration 31Q: 3 clusters Score -1.977988e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 150855 members 
Entering Unmasked Estep 
Score: -19779902.000000 Penalty: 5920.198242
	Iteration 32Q: 3 clusters Score -1.97799e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 150902 members 
Entering Unmasked Estep 
Score: -19779924.000000 Penalty: 5920.198242
	Iteration 33Q: 3 clusters Score -1.977992e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 150935 members 
Entering Unmasked Estep 
Score: -19779930.000000 Penalty: 5920.198242
	Iteration 34Q: 3 clusters Score -1.977993e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 150963 members 
Entering Unmasked Estep 
Score: -19779960.000000 Penalty: 5920.198242
	Iteration 35Q: 3 clusters Score -1.977996e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 150994 members 
Entering Unmasked Estep 
Score: -19779978.000000 Penalty: 5920.198242
	Iteration 36Q: 3 clusters Score -1.977998e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 151030 members 
Entering Unmasked Estep 
Score: -19779992.000000 Penalty: 5920.198242
	Iteration 37Q: 3 clusters Score -1.977999e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 151050 members 
Entering Unmasked Estep 
Score: -19779988.000000 Penalty: 5920.198242
	Iteration 38Q: 3 clusters Score -1.977999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 151070 members 
Entering Unmasked Estep 
Score: -19779974.000000 Penalty: 5920.198242
	Iteration 39Q: 3 clusters Score -1.977997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 151088 members 
Entering Unmasked Estep 
Score: -19779974.000000 Penalty: 5920.198242
	Iteration 40F: 3 clusters Score -1.977997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 151096 members 
Entering Unmasked Estep 
Score: -19779978.000000 Penalty: 5920.198242
	Iteration 41Q: 3 clusters Score -1.977998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 151100 members 
Entering Unmasked Estep 
Score: -19779996.000000 Penalty: 5920.198242
	Iteration 42Q: 3 clusters Score -1.978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 151110 members 
Entering Unmasked Estep 
Score: -19779988.000000 Penalty: 5920.198242
	Iteration 43Q: 3 clusters Score -1.977999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 151118 members 
Entering Unmasked Estep 
Score: -19779988.000000 Penalty: 5920.198242
	Iteration 44Q: 3 clusters Score -1.977999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 151125 members 
Entering Unmasked Estep 
Score: -19779990.000000 Penalty: 5920.198242
	Iteration 45Q: 3 clusters Score -1.977999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 151129 members 
Entering Unmasked Estep 
Score: -19779996.000000 Penalty: 5920.198242
	Iteration 46Q: 3 clusters Score -1.978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 151131 members 
Entering Unmasked Estep 
Score: -19779992.000000 Penalty: 5920.198242
	Iteration 47Q: 3 clusters Score -1.977999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 151135 members 
Entering Unmasked Estep 
Score: -19779980.000000 Penalty: 5920.198242
	Iteration 48Q: 3 clusters Score -1.977998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 151136 members 
Entering Unmasked Estep 
Score: -19779990.000000 Penalty: 5920.198242
	Iteration 49Q: 3 clusters Score -1.977999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -19779992.000000 Penalty: 5920.198242
	Iteration 50Q: 3 clusters Score -1.977999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -19779992.000000 Penalty: 5920.198242
	Iteration 51F: 3 clusters Score -1.977999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Entering Unmasked Estep 
Score: -962210.437500 Penalty: 2227.924316
	Iteration 0F: 2 clusters Score -962210.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -955867.937500 Penalty: 4455.848633
	Iteration 0F: 3 clusters Score -955867.9 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -957641.500000 Penalty: 4455.848633
	Iteration 1F: 3 clusters Score -957641.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -957902.625000 Penalty: 4455.848633
	Iteration 2F: 3 clusters Score -957902.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -958061.437500 Penalty: 4455.848633
	Iteration 3Q: 3 clusters Score -958061.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -958187.000000 Penalty: 4455.848633
	Iteration 4Q: 3 clusters Score -958187 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -958293.937500 Penalty: 4455.848633
	Iteration 5Q: 3 clusters Score -958293.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -958382.500000 Penalty: 4455.848633
	Iteration 6Q: 3 clusters Score -958382.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -958467.500000 Penalty: 4455.848633
	Iteration 7Q: 3 clusters Score -958467.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -958546.687500 Penalty: 4455.848633
	Iteration 8Q: 3 clusters Score -958546.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -958613.687500 Penalty: 4455.848633
	Iteration 9Q: 3 clusters Score -958613.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -958685.000000 Penalty: 4455.848633
	Iteration 10Q: 3 clusters Score -958685 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -958767.687500 Penalty: 4455.848633
	Iteration 11Q: 3 clusters Score -958767.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -958860.437500 Penalty: 4455.848633
	Iteration 12Q: 3 clusters Score -958860.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -958975.375000 Penalty: 4455.848633
	Iteration 13Q: 3 clusters Score -958975.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -959123.125000 Penalty: 4455.848633
	Iteration 14Q: 3 clusters Score -959123.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -959294.500000 Penalty: 4455.848633
	Iteration 15Q: 3 clusters Score -959294.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -959491.437500 Penalty: 4455.848633
	Iteration 16Q: 3 clusters Score -959491.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -959691.250000 Penalty: 4455.848633
	Iteration 17Q: 3 clusters Score -959691.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -959852.937500 Penalty: 4455.848633
	Iteration 18Q: 3 clusters Score -959852.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -959990.000000 Penalty: 4455.848633
	Iteration 19Q: 3 clusters Score -959990 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -960089.750000 Penalty: 4455.848633
	Iteration 20F: 3 clusters Score -960089.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -960165.937500 Penalty: 4455.848633
	Iteration 21Q: 3 clusters Score -960165.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -960222.625000 Penalty: 4455.848633
	Iteration 22Q: 3 clusters Score -960222.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -960264.687500 Penalty: 4455.848633
	Iteration 23Q: 3 clusters Score -960264.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -960289.625000 Penalty: 4455.848633
	Iteration 24Q: 3 clusters Score -960289.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -960307.250000 Penalty: 4455.848633
	Iteration 25Q: 3 clusters Score -960307.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -960315.875000 Penalty: 4455.848633
	Iteration 26Q: 3 clusters Score -960315.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -960324.187500 Penalty: 4455.848633
	Iteration 27Q: 3 clusters Score -960324.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -960332.500000 Penalty: 4455.848633
	Iteration 28Q: 3 clusters Score -960332.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -960337.937500 Penalty: 4455.848633
	Iteration 29Q: 3 clusters Score -960337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -960342.187500 Penalty: 4455.848633
	Iteration 30Q: 3 clusters Score -960342.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -960346.250000 Penalty: 4455.848633
	Iteration 31Q: 3 clusters Score -960346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -960346.437500 Penalty: 4455.848633
	Iteration 32Q: 3 clusters Score -960346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -960349.000000 Penalty: 4455.848633
	Iteration 33Q: 3 clusters Score -960349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -960348.375000 Penalty: 4455.848633
	Iteration 34Q: 3 clusters Score -960348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -960350.062500 Penalty: 4455.848633
	Iteration 35Q: 3 clusters Score -960350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -960348.937500 Penalty: 4455.848633
	Iteration 36Q: 3 clusters Score -960348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -960349.125000 Penalty: 4455.848633
	Iteration 37Q: 3 clusters Score -960349.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -960349.875000 Penalty: 4455.848633
	Iteration 38Q: 3 clusters Score -960349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -960351.500000 Penalty: 4455.848633
	Iteration 39Q: 3 clusters Score -960351.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -960352.000000 Penalty: 4455.848633
	Iteration 40F: 3 clusters Score -960352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -960351.812500 Penalty: 4455.848633
	Iteration 41Q: 3 clusters Score -960351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -960352.312500 Penalty: 4455.848633
	Iteration 42Q: 3 clusters Score -960352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -960351.687500 Penalty: 4455.848633
	Iteration 43Q: 3 clusters Score -960351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -960351.687500 Penalty: 4455.848633
	Iteration 44F: 3 clusters Score -960351.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Entering Unmasked Estep 
Score: -1595010.625000 Penalty: 2356.949951
	Iteration 0F: 2 clusters Score -1595011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1585131.625000 Penalty: 4713.899902
	Iteration 0F: 3 clusters Score -1585132 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1588506.000000 Penalty: 4713.899902
	Iteration 1F: 3 clusters Score -1588506 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1589120.750000 Penalty: 4713.899902
	Iteration 2F: 3 clusters Score -1589121 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1589632.000000 Penalty: 4713.899902
	Iteration 3F: 3 clusters Score -1589632 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1590052.000000 Penalty: 4713.899902
	Iteration 4F: 3 clusters Score -1590052 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1590412.875000 Penalty: 4713.899902
	Iteration 5F: 3 clusters Score -1590413 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1590719.250000 Penalty: 4713.899902
	Iteration 6Q: 3 clusters Score -1590719 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1591005.625000 Penalty: 4713.899902
	Iteration 7Q: 3 clusters Score -1591006 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1591290.125000 Penalty: 4713.899902
	Iteration 8Q: 3 clusters Score -1591290 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1591614.250000 Penalty: 4713.899902
	Iteration 9Q: 3 clusters Score -1591614 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1591955.375000 Penalty: 4713.899902
	Iteration 10Q: 3 clusters Score -1591955 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1592265.000000 Penalty: 4713.899902
	Iteration 11Q: 3 clusters Score -1592265 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1592582.000000 Penalty: 4713.899902
	Iteration 12Q: 3 clusters Score -1592582 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1592859.875000 Penalty: 4713.899902
	Iteration 13Q: 3 clusters Score -1592860 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1593147.125000 Penalty: 4713.899902
	Iteration 14Q: 3 clusters Score -1593147 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1593405.750000 Penalty: 4713.899902
	Iteration 15Q: 3 clusters Score -1593406 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1593640.250000 Penalty: 4713.899902
	Iteration 16Q: 3 clusters Score -1593640 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1593794.625000 Penalty: 4713.899902
	Iteration 17Q: 3 clusters Score -1593795 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1593921.500000 Penalty: 4713.899902
	Iteration 18Q: 3 clusters Score -1593922 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1593998.000000 Penalty: 4713.899902
	Iteration 19Q: 3 clusters Score -1593998 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1594050.000000 Penalty: 4713.899902
	Iteration 20F: 3 clusters Score -1594050 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1594099.500000 Penalty: 4713.899902
	Iteration 21Q: 3 clusters Score -1594100 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1594145.625000 Penalty: 4713.899902
	Iteration 22Q: 3 clusters Score -1594146 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1594179.125000 Penalty: 4713.899902
	Iteration 23Q: 3 clusters Score -1594179 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1594207.750000 Penalty: 4713.899902
	Iteration 24Q: 3 clusters Score -1594208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1594225.375000 Penalty: 4713.899902
	Iteration 25Q: 3 clusters Score -1594225 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1594249.125000 Penalty: 4713.899902
	Iteration 26Q: 3 clusters Score -1594249 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1594269.875000 Penalty: 4713.899902
	Iteration 27Q: 3 clusters Score -1594270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1594287.375000 Penalty: 4713.899902
	Iteration 28Q: 3 clusters Score -1594287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1594297.375000 Penalty: 4713.899902
	Iteration 29Q: 3 clusters Score -1594297 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1594299.750000 Penalty: 4713.899902
	Iteration 30Q: 3 clusters Score -1594300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1594311.375000 Penalty: 4713.899902
	Iteration 31Q: 3 clusters Score -1594311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1594313.625000 Penalty: 4713.899902
	Iteration 32Q: 3 clusters Score -1594314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1594318.625000 Penalty: 4713.899902
	Iteration 33Q: 3 clusters Score -1594319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1594326.250000 Penalty: 4713.899902
	Iteration 34Q: 3 clusters Score -1594326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1594326.875000 Penalty: 4713.899902
	Iteration 35Q: 3 clusters Score -1594327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1594327.375000 Penalty: 4713.899902
	Iteration 36Q: 3 clusters Score -1594327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1594331.000000 Penalty: 4713.899902
	Iteration 37Q: 3 clusters Score -1594331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1594335.250000 Penalty: 4713.899902
	Iteration 38Q: 3 clusters Score -1594335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1594336.625000 Penalty: 4713.899902
	Iteration 39Q: 3 clusters Score -1594337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1594341.625000 Penalty: 4713.899902
	Iteration 40F: 3 clusters Score -1594342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1594344.875000 Penalty: 4713.899902
	Iteration 41Q: 3 clusters Score -1594345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1594349.375000 Penalty: 4713.899902
	Iteration 42Q: 3 clusters Score -1594349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1594352.375000 Penalty: 4713.899902
	Iteration 43Q: 3 clusters Score -1594352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1594355.750000 Penalty: 4713.899902
	Iteration 44Q: 3 clusters Score -1594356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1594353.000000 Penalty: 4713.899902
	Iteration 45Q: 3 clusters Score -1594353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1594354.250000 Penalty: 4713.899902
	Iteration 46Q: 3 clusters Score -1594354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1594354.625000 Penalty: 4713.899902
	Iteration 47Q: 3 clusters Score -1594355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1594353.125000 Penalty: 4713.899902
	Iteration 48Q: 3 clusters Score -1594353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1594355.625000 Penalty: 4713.899902
	Iteration 49Q: 3 clusters Score -1594356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1594358.875000 Penalty: 4713.899902
	Iteration 50Q: 3 clusters Score -1594359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1594356.875000 Penalty: 4713.899902
	Iteration 51Q: 3 clusters Score -1594357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1594357.375000 Penalty: 4713.899902
	Iteration 52Q: 3 clusters Score -1594357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1594357.375000 Penalty: 4713.899902
	Iteration 53F: 3 clusters Score -1594357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Entering Unmasked Estep 
Score: -5253149.500000 Penalty: 2636.526855
	Iteration 0F: 2 clusters Score -5253150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -5225048.500000 Penalty: 5273.053711
	Iteration 0F: 3 clusters Score -5225048 nChanged 19096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -5235482.000000 Penalty: 5273.053711
	Iteration 1F: 3 clusters Score -5235482 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -5235977.500000 Penalty: 5273.053711
	Iteration 2Q: 3 clusters Score -5235978 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -5236484.500000 Penalty: 5273.053711
	Iteration 3Q: 3 clusters Score -5236484 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -5236984.000000 Penalty: 5273.053711
	Iteration 4Q: 3 clusters Score -5236984 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -5237476.500000 Penalty: 5273.053711
	Iteration 5Q: 3 clusters Score -5237476 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -5238001.500000 Penalty: 5273.053711
	Iteration 6Q: 3 clusters Score -5238002 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -5238778.000000 Penalty: 5273.053711
	Iteration 7Q: 3 clusters Score -5238778 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -5239667.000000 Penalty: 5273.053711
	Iteration 8Q: 3 clusters Score -5239667 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5240693.500000 Penalty: 5273.053711
	Iteration 9Q: 3 clusters Score -5240694 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -5241902.500000 Penalty: 5273.053711
	Iteration 10F: 3 clusters Score -5241902 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -5243047.500000 Penalty: 5273.053711
	Iteration 11Q: 3 clusters Score -5243048 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -5244209.000000 Penalty: 5273.053711
	Iteration 12Q: 3 clusters Score -5244209 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -5245370.000000 Penalty: 5273.053711
	Iteration 13Q: 3 clusters Score -5245370 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -5246470.500000 Penalty: 5273.053711
	Iteration 14Q: 3 clusters Score -5246470 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -5247509.000000 Penalty: 5273.053711
	Iteration 15Q: 3 clusters Score -5247509 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5248440.500000 Penalty: 5273.053711
	Iteration 16Q: 3 clusters Score -5248440 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5249279.000000 Penalty: 5273.053711
	Iteration 17Q: 3 clusters Score -5249279 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5249894.000000 Penalty: 5273.053711
	Iteration 18Q: 3 clusters Score -5249894 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5250274.000000 Penalty: 5273.053711
	Iteration 19Q: 3 clusters Score -5250274 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5250504.500000 Penalty: 5273.053711
	Iteration 20F: 3 clusters Score -5250504 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5250637.500000 Penalty: 5273.053711
	Iteration 21Q: 3 clusters Score -5250638 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5250720.000000 Penalty: 5273.053711
	Iteration 22Q: 3 clusters Score -5250720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5250778.500000 Penalty: 5273.053711
	Iteration 23Q: 3 clusters Score -5250778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5250810.500000 Penalty: 5273.053711
	Iteration 24Q: 3 clusters Score -5250810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5250831.000000 Penalty: 5273.053711
	Iteration 25Q: 3 clusters Score -5250831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5250855.000000 Penalty: 5273.053711
	Iteration 26Q: 3 clusters Score -5250855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5250863.500000 Penalty: 5273.053711
	Iteration 27Q: 3 clusters Score -5250864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5250878.500000 Penalty: 5273.053711
	Iteration 28Q: 3 clusters Score -5250878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5250881.500000 Penalty: 5273.053711
	Iteration 29Q: 3 clusters Score -5250882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5250893.500000 Penalty: 5273.053711
	Iteration 30Q: 3 clusters Score -5250894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5250894.000000 Penalty: 5273.053711
	Iteration 31Q: 3 clusters Score -5250894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5250891.500000 Penalty: 5273.053711
	Iteration 32Q: 3 clusters Score -5250892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5250897.500000 Penalty: 5273.053711
	Iteration 33Q: 3 clusters Score -5250898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5250901.000000 Penalty: 5273.053711
	Iteration 34Q: 3 clusters Score -5250901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5250905.500000 Penalty: 5273.053711
	Iteration 35Q: 3 clusters Score -5250906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5250905.000000 Penalty: 5273.053711
	Iteration 36Q: 3 clusters Score -5250905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5250908.500000 Penalty: 5273.053711
	Iteration 37Q: 3 clusters Score -5250908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5250910.000000 Penalty: 5273.053711
	Iteration 38Q: 3 clusters Score -5250910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5250913.000000 Penalty: 5273.053711
	Iteration 39Q: 3 clusters Score -5250913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5250918.000000 Penalty: 5273.053711
	Iteration 40F: 3 clusters Score -5250918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5250925.000000 Penalty: 5273.053711
	Iteration 41Q: 3 clusters Score -5250925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5250926.500000 Penalty: 5273.053711
	Iteration 42Q: 3 clusters Score -5250926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5250930.000000 Penalty: 5273.053711
	Iteration 43Q: 3 clusters Score -5250930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5250930.000000 Penalty: 5273.053711
	Iteration 44F: 3 clusters Score -5250930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Entering Unmasked Estep 
Score: -13530540.000000 Penalty: 2870.331543
	Iteration 0F: 2 clusters Score -1.353054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -13459371.000000 Penalty: 5740.663086
	Iteration 0F: 3 clusters Score -1.345937e+07 nChanged 50444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -13488728.000000 Penalty: 5740.663086
	Iteration 1F: 3 clusters Score -1.348873e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -13490656.000000 Penalty: 5740.663086
	Iteration 2Q: 3 clusters Score -1.349066e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -13494099.000000 Penalty: 5740.663086
	Iteration 3F: 3 clusters Score -1.34941e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -13500417.000000 Penalty: 5740.663086
	Iteration 4F: 3 clusters Score -1.350042e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86360 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -13509391.000000 Penalty: 5740.663086
	Iteration 5F: 3 clusters Score -1.350939e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95145 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -13518228.000000 Penalty: 5740.663086
	Iteration 6F: 3 clusters Score -1.351823e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100842 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -13523803.000000 Penalty: 5740.663086
	Iteration 7F: 3 clusters Score -1.35238e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -13526264.000000 Penalty: 5740.663086
	Iteration 8Q: 3 clusters Score -1.352626e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104790 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -13527219.000000 Penalty: 5740.663086
	Iteration 9Q: 3 clusters Score -1.352722e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -13527670.000000 Penalty: 5740.663086
	Iteration 10Q: 3 clusters Score -1.352767e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105483 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13527979.000000 Penalty: 5740.663086
	Iteration 11Q: 3 clusters Score -1.352798e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13528140.000000 Penalty: 5740.663086
	Iteration 12Q: 3 clusters Score -1.352814e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105569 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13528322.000000 Penalty: 5740.663086
	Iteration 13Q: 3 clusters Score -1.352832e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -13528472.000000 Penalty: 5740.663086
	Iteration 14Q: 3 clusters Score -1.352847e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105522 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -13528650.000000 Penalty: 5740.663086
	Iteration 15Q: 3 clusters Score -1.352865e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105464 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -13528775.000000 Penalty: 5740.663086
	Iteration 16Q: 3 clusters Score -1.352878e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105428 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -13528875.000000 Penalty: 5740.663086
	Iteration 17Q: 3 clusters Score -1.352888e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105397 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -13528951.000000 Penalty: 5740.663086
	Iteration 18Q: 3 clusters Score -1.352895e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13529039.000000 Penalty: 5740.663086
	Iteration 19Q: 3 clusters Score -1.352904e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13529107.000000 Penalty: 5740.663086
	Iteration 20F: 3 clusters Score -1.352911e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105306 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13529135.000000 Penalty: 5740.663086
	Iteration 21Q: 3 clusters Score -1.352914e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105259 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -13529196.000000 Penalty: 5740.663086
	Iteration 22Q: 3 clusters Score -1.35292e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -13529233.000000 Penalty: 5740.663086
	Iteration 23Q: 3 clusters Score -1.352923e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -13529240.000000 Penalty: 5740.663086
	Iteration 24Q: 3 clusters Score -1.352924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105199 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -13529259.000000 Penalty: 5740.663086
	Iteration 25Q: 3 clusters Score -1.352926e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105190 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -13529274.000000 Penalty: 5740.663086
	Iteration 26Q: 3 clusters Score -1.352927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105188 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -13529284.000000 Penalty: 5740.663086
	Iteration 27Q: 3 clusters Score -1.352928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105190 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -13529310.000000 Penalty: 5740.663086
	Iteration 28Q: 3 clusters Score -1.352931e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105186 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -13529313.000000 Penalty: 5740.663086
	Iteration 29Q: 3 clusters Score -1.352931e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105185 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -13529321.000000 Penalty: 5740.663086
	Iteration 30Q: 3 clusters Score -1.352932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13529320.000000 Penalty: 5740.663086
	Iteration 31Q: 3 clusters Score -1.352932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105170 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13529335.000000 Penalty: 5740.663086
	Iteration 32Q: 3 clusters Score -1.352934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105173 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13529333.000000 Penalty: 5740.663086
	Iteration 33Q: 3 clusters Score -1.352933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -13529329.000000 Penalty: 5740.663086
	Iteration 34Q: 3 clusters Score -1.352933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13529350.000000 Penalty: 5740.663086
	Iteration 35Q: 3 clusters Score -1.352935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105173 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13529341.000000 Penalty: 5740.663086
	Iteration 36Q: 3 clusters Score -1.352934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105167 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13529366.000000 Penalty: 5740.663086
	Iteration 37Q: 3 clusters Score -1.352937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105164 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -13529363.000000 Penalty: 5740.663086
	Iteration 38Q: 3 clusters Score -1.352936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105159 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -13529379.000000 Penalty: 5740.663086
	Iteration 39Q: 3 clusters Score -1.352938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -13529380.000000 Penalty: 5740.663086
	Iteration 40F: 3 clusters Score -1.352938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105156 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -13529399.000000 Penalty: 5740.663086
	Iteration 41Q: 3 clusters Score -1.35294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13529392.000000 Penalty: 5740.663086
	Iteration 42Q: 3 clusters Score -1.352939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -13529402.000000 Penalty: 5740.663086
	Iteration 43Q: 3 clusters Score -1.35294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105140 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -13529384.000000 Penalty: 5740.663086
	Iteration 44Q: 3 clusters Score -1.352938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105136 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13529385.000000 Penalty: 5740.663086
	Iteration 45Q: 3 clusters Score -1.352938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105133 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13529388.000000 Penalty: 5740.663086
	Iteration 46Q: 3 clusters Score -1.352939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105130 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13529384.000000 Penalty: 5740.663086
	Iteration 47Q: 3 clusters Score -1.352938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13529392.000000 Penalty: 5740.663086
	Iteration 48Q: 3 clusters Score -1.352939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -13529390.000000 Penalty: 5740.663086
	Iteration 49Q: 3 clusters Score -1.352939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105117 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13529389.000000 Penalty: 5740.663086
	Iteration 50Q: 3 clusters Score -1.352939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13529398.000000 Penalty: 5740.663086
	Iteration 51Q: 3 clusters Score -1.35294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105100 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -13529403.000000 Penalty: 5740.663086
	Iteration 52Q: 3 clusters Score -1.35294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105095 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -13529403.000000 Penalty: 5740.663086
	Iteration 53Q: 3 clusters Score -1.35294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105093 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13529410.000000 Penalty: 5740.663086
	Iteration 54Q: 3 clusters Score -1.352941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13529414.000000 Penalty: 5740.663086
	Iteration 55Q: 3 clusters Score -1.352941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13529403.000000 Penalty: 5740.663086
	Iteration 56Q: 3 clusters Score -1.35294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105088 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13529404.000000 Penalty: 5740.663086
	Iteration 57Q: 3 clusters Score -1.35294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13529407.000000 Penalty: 5740.663086
	Iteration 58Q: 3 clusters Score -1.352941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13529407.000000 Penalty: 5740.663086
	Iteration 59F: 3 clusters Score -1.352941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Entering Unmasked Estep 
Score: -5815621.000000 Penalty: 2673.299805
	Iteration 0F: 2 clusters Score -5815621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -5783529.500000 Penalty: 5346.599609
	Iteration 0F: 3 clusters Score -5783530 nChanged 21850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5795798.000000 Penalty: 5346.599609
	Iteration 1F: 3 clusters Score -5795798 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -5796612.000000 Penalty: 5346.599609
	Iteration 2Q: 3 clusters Score -5796612 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -5797567.000000 Penalty: 5346.599609
	Iteration 3Q: 3 clusters Score -5797567 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -5798619.000000 Penalty: 5346.599609
	Iteration 4Q: 3 clusters Score -5798619 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -5799866.000000 Penalty: 5346.599609
	Iteration 5F: 3 clusters Score -5799866 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -5801292.000000 Penalty: 5346.599609
	Iteration 6F: 3 clusters Score -5801292 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -5803114.000000 Penalty: 5346.599609
	Iteration 7F: 3 clusters Score -5803114 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -5805229.000000 Penalty: 5346.599609
	Iteration 8F: 3 clusters Score -5805229 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -5807387.500000 Penalty: 5346.599609
	Iteration 9F: 3 clusters Score -5807388 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -5809421.000000 Penalty: 5346.599609
	Iteration 10F: 3 clusters Score -5809421 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -5811094.500000 Penalty: 5346.599609
	Iteration 11Q: 3 clusters Score -5811094 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -5812334.500000 Penalty: 5346.599609
	Iteration 12Q: 3 clusters Score -5812334 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5813253.000000 Penalty: 5346.599609
	Iteration 13Q: 3 clusters Score -5813253 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5813815.500000 Penalty: 5346.599609
	Iteration 14Q: 3 clusters Score -5813816 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5814101.500000 Penalty: 5346.599609
	Iteration 15Q: 3 clusters Score -5814102 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5814254.000000 Penalty: 5346.599609
	Iteration 16Q: 3 clusters Score -5814254 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5814316.500000 Penalty: 5346.599609
	Iteration 17Q: 3 clusters Score -5814316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5814356.500000 Penalty: 5346.599609
	Iteration 18Q: 3 clusters Score -5814356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5814380.000000 Penalty: 5346.599609
	Iteration 19Q: 3 clusters Score -5814380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5814384.000000 Penalty: 5346.599609
	Iteration 20F: 3 clusters Score -5814384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5814394.000000 Penalty: 5346.599609
	Iteration 21Q: 3 clusters Score -5814394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5814396.000000 Penalty: 5346.599609
	Iteration 22Q: 3 clusters Score -5814396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5814395.000000 Penalty: 5346.599609
	Iteration 23Q: 3 clusters Score -5814395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5814406.000000 Penalty: 5346.599609
	Iteration 24Q: 3 clusters Score -5814406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5814415.000000 Penalty: 5346.599609
	Iteration 25Q: 3 clusters Score -5814415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5814418.500000 Penalty: 5346.599609
	Iteration 26Q: 3 clusters Score -5814418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5814413.000000 Penalty: 5346.599609
	Iteration 27Q: 3 clusters Score -5814413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5814413.000000 Penalty: 5346.599609
	Iteration 28Q: 3 clusters Score -5814413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5814414.000000 Penalty: 5346.599609
	Iteration 29Q: 3 clusters Score -5814414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5814411.000000 Penalty: 5346.599609
	Iteration 30Q: 3 clusters Score -5814411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5814414.500000 Penalty: 5346.599609
	Iteration 31Q: 3 clusters Score -5814414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5814410.500000 Penalty: 5346.599609
	Iteration 32Q: 3 clusters Score -5814410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5814410.500000 Penalty: 5346.599609
	Iteration 33F: 3 clusters Score -5814410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (258360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258360 members 
Entering Unmasked Estep 
Score: -33383682.000000 Penalty: 3090.603271
	Iteration 0F: 2 clusters Score -3.338368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128963 members 
Mstep: Class 2 contains 129397 members 
Entering Unmasked Estep 
Score: -33223484.000000 Penalty: 6181.206543
	Iteration 0F: 3 clusters Score -3.322348e+07 nChanged 124823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122396 members 
Mstep: Class 2 contains 135964 members 
Entering Unmasked Estep 
Score: -33296532.000000 Penalty: 6181.206543
	Iteration 1F: 3 clusters Score -3.329653e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118331 members 
Mstep: Class 2 contains 140029 members 
Entering Unmasked Estep 
Score: -33298324.000000 Penalty: 6181.206543
	Iteration 2Q: 3 clusters Score -3.329832e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112221 members 
Mstep: Class 2 contains 146139 members 
Entering Unmasked Estep 
Score: -33301656.000000 Penalty: 6181.206543
	Iteration 3Q: 3 clusters Score -3.330166e+07 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103168 members 
Mstep: Class 2 contains 155192 members 
Entering Unmasked Estep 
Score: -33306806.000000 Penalty: 6181.206543
	Iteration 4Q: 3 clusters Score -3.330681e+07 nChanged 15938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90568 members 
Mstep: Class 2 contains 167792 members 
Entering Unmasked Estep 
Score: -33314890.000000 Penalty: 6181.206543
	Iteration 5F: 3 clusters Score -3.331489e+07 nChanged 18767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 183421 members 
Entering Unmasked Estep 
Score: -33326122.000000 Penalty: 6181.206543
	Iteration 6F: 3 clusters Score -3.332612e+07 nChanged 19191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 199732 members 
Entering Unmasked Estep 
Score: -33339884.000000 Penalty: 6181.206543
	Iteration 7F: 3 clusters Score -3.333988e+07 nChanged 16303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 213521 members 
Entering Unmasked Estep 
Score: -33353632.000000 Penalty: 6181.206543
	Iteration 8F: 3 clusters Score -3.335363e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 223044 members 
Entering Unmasked Estep 
Score: -33364436.000000 Penalty: 6181.206543
	Iteration 9Q: 3 clusters Score -3.336444e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 229161 members 
Entering Unmasked Estep 
Score: -33371044.000000 Penalty: 6181.206543
	Iteration 10Q: 3 clusters Score -3.337104e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 233385 members 
Entering Unmasked Estep 
Score: -33374218.000000 Penalty: 6181.206543
	Iteration 11Q: 3 clusters Score -3.337422e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 236834 members 
Entering Unmasked Estep 
Score: -33376316.000000 Penalty: 6181.206543
	Iteration 12Q: 3 clusters Score -3.337632e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 239829 members 
Entering Unmasked Estep 
Score: -33377556.000000 Penalty: 6181.206543
	Iteration 13Q: 3 clusters Score -3.337756e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 242601 members 
Entering Unmasked Estep 
Score: -33378680.000000 Penalty: 6181.206543
	Iteration 14Q: 3 clusters Score -3.337868e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 245097 members 
Entering Unmasked Estep 
Score: -33379428.000000 Penalty: 6181.206543
	Iteration 15Q: 3 clusters Score -3.337943e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 247240 members 
Entering Unmasked Estep 
Score: -33380100.000000 Penalty: 6181.206543
	Iteration 16Q: 3 clusters Score -3.33801e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 249090 members 
Entering Unmasked Estep 
Score: -33380486.000000 Penalty: 6181.206543
	Iteration 17Q: 3 clusters Score -3.338049e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 250668 members 
Entering Unmasked Estep 
Score: -33380774.000000 Penalty: 6181.206543
	Iteration 18Q: 3 clusters Score -3.338077e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 251982 members 
Entering Unmasked Estep 
Score: -33380830.000000 Penalty: 6181.206543
	Iteration 19Q: 3 clusters Score -3.338083e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 253120 members 
Entering Unmasked Estep 
Score: -33380892.000000 Penalty: 6181.206543
	Iteration 20F: 3 clusters Score -3.338089e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 254028 members 
Entering Unmasked Estep 
Score: -33380910.000000 Penalty: 6181.206543
	Iteration 21Q: 3 clusters Score -3.338091e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 254748 members 
Entering Unmasked Estep 
Score: -33380872.000000 Penalty: 6181.206543
	Iteration 22Q: 3 clusters Score -3.338087e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 255371 members 
Entering Unmasked Estep 
Score: -33380884.000000 Penalty: 6181.206543
	Iteration 23Q: 3 clusters Score -3.338088e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 255866 members 
Entering Unmasked Estep 
Score: -33380762.000000 Penalty: 6181.206543
	Iteration 24Q: 3 clusters Score -3.338076e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 256278 members 
Entering Unmasked Estep 
Score: -33380836.000000 Penalty: 6181.206543
	Iteration 25Q: 3 clusters Score -3.338084e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 256618 members 
Entering Unmasked Estep 
Score: -33380936.000000 Penalty: 6181.206543
	Iteration 26Q: 3 clusters Score -3.338094e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 256876 members 
Entering Unmasked Estep 
Score: -33381036.000000 Penalty: 6181.206543
	Iteration 27Q: 3 clusters Score -3.338104e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 257077 members 
Entering Unmasked Estep 
Score: -33381060.000000 Penalty: 6181.206543
	Iteration 28Q: 3 clusters Score -3.338106e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 257221 members 
Entering Unmasked Estep 
Score: -33381068.000000 Penalty: 6181.206543
	Iteration 29Q: 3 clusters Score -3.338107e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 257325 members 
Entering Unmasked Estep 
Score: -33381114.000000 Penalty: 6181.206543
	Iteration 30Q: 3 clusters Score -3.338111e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 257406 members 
Entering Unmasked Estep 
Score: -33381150.000000 Penalty: 6181.206543
	Iteration 31Q: 3 clusters Score -3.338115e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 257455 members 
Entering Unmasked Estep 
Score: -33381146.000000 Penalty: 6181.206543
	Iteration 32Q: 3 clusters Score -3.338115e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 257505 members 
Entering Unmasked Estep 
Score: -33381176.000000 Penalty: 6181.206543
	Iteration 33Q: 3 clusters Score -3.338118e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 257552 members 
Entering Unmasked Estep 
Score: -33381176.000000 Penalty: 6181.206543
	Iteration 34Q: 3 clusters Score -3.338118e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 257591 members 
Entering Unmasked Estep 
Score: -33381206.000000 Penalty: 6181.206543
	Iteration 35Q: 3 clusters Score -3.338121e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 257621 members 
Entering Unmasked Estep 
Score: -33381260.000000 Penalty: 6181.206543
	Iteration 36Q: 3 clusters Score -3.338126e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 257642 members 
Entering Unmasked Estep 
Score: -33381276.000000 Penalty: 6181.206543
	Iteration 37Q: 3 clusters Score -3.338128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 257652 members 
Entering Unmasked Estep 
Score: -33381260.000000 Penalty: 6181.206543
	Iteration 38Q: 3 clusters Score -3.338126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 257660 members 
Entering Unmasked Estep 
Score: -33381266.000000 Penalty: 6181.206543
	Iteration 39Q: 3 clusters Score -3.338127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 257673 members 
Entering Unmasked Estep 
Score: -33381250.000000 Penalty: 6181.206543
	Iteration 40F: 3 clusters Score -3.338125e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 257688 members 
Entering Unmasked Estep 
Score: -33381270.000000 Penalty: 6181.206543
	Iteration 41Q: 3 clusters Score -3.338127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 257699 members 
Entering Unmasked Estep 
Score: -33381276.000000 Penalty: 6181.206543
	Iteration 42Q: 3 clusters Score -3.338128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 257709 members 
Entering Unmasked Estep 
Score: -33381272.000000 Penalty: 6181.206543
	Iteration 43Q: 3 clusters Score -3.338127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 257722 members 
Entering Unmasked Estep 
Score: -33381306.000000 Penalty: 6181.206543
	Iteration 44Q: 3 clusters Score -3.338131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 257730 members 
Entering Unmasked Estep 
Score: -33381318.000000 Penalty: 6181.206543
	Iteration 45Q: 3 clusters Score -3.338132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 257737 members 
Entering Unmasked Estep 
Score: -33381318.000000 Penalty: 6181.206543
	Iteration 46Q: 3 clusters Score -3.338132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 257745 members 
Entering Unmasked Estep 
Score: -33381338.000000 Penalty: 6181.206543
	Iteration 47Q: 3 clusters Score -3.338134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 257752 members 
Entering Unmasked Estep 
Score: -33381304.000000 Penalty: 6181.206543
	Iteration 48Q: 3 clusters Score -3.33813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 257758 members 
Entering Unmasked Estep 
Score: -33381314.000000 Penalty: 6181.206543
	Iteration 49Q: 3 clusters Score -3.338131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 257765 members 
Entering Unmasked Estep 
Score: -33381302.000000 Penalty: 6181.206543
	Iteration 50Q: 3 clusters Score -3.33813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 257775 members 
Entering Unmasked Estep 
Score: -33381310.000000 Penalty: 6181.206543
	Iteration 51Q: 3 clusters Score -3.338131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 257782 members 
Entering Unmasked Estep 
Score: -33381312.000000 Penalty: 6181.206543
	Iteration 52Q: 3 clusters Score -3.338131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 257787 members 
Entering Unmasked Estep 
Score: -33381298.000000 Penalty: 6181.206543
	Iteration 53Q: 3 clusters Score -3.33813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 257789 members 
Entering Unmasked Estep 
Score: -33381308.000000 Penalty: 6181.206543
	Iteration 54Q: 3 clusters Score -3.338131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 257792 members 
Entering Unmasked Estep 
Score: -33381306.000000 Penalty: 6181.206543
	Iteration 55Q: 3 clusters Score -3.338131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 257797 members 
Entering Unmasked Estep 
Score: -33381316.000000 Penalty: 6181.206543
	Iteration 56Q: 3 clusters Score -3.338132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 257802 members 
Entering Unmasked Estep 
Score: -33381326.000000 Penalty: 6181.206543
	Iteration 57Q: 3 clusters Score -3.338133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 257807 members 
Entering Unmasked Estep 
Score: -33381300.000000 Penalty: 6181.206543
	Iteration 58Q: 3 clusters Score -3.33813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 257815 members 
Entering Unmasked Estep 
Score: -33381286.000000 Penalty: 6181.206543
	Iteration 59Q: 3 clusters Score -3.338129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 257819 members 
Entering Unmasked Estep 
Score: -33381290.000000 Penalty: 6181.206543
	Iteration 60F: 3 clusters Score -3.338129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Entering Unmasked Estep 
Score: -3510550.000000 Penalty: 2529.423096
	Iteration 0F: 2 clusters Score -3510550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3491966.750000 Penalty: 5058.846191
	Iteration 0F: 3 clusters Score -3491967 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3498528.500000 Penalty: 5058.846191
	Iteration 1F: 3 clusters Score -3498528 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3498967.500000 Penalty: 5058.846191
	Iteration 2Q: 3 clusters Score -3498968 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3499293.750000 Penalty: 5058.846191
	Iteration 3Q: 3 clusters Score -3499294 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3499575.000000 Penalty: 5058.846191
	Iteration 4Q: 3 clusters Score -3499575 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3499829.000000 Penalty: 5058.846191
	Iteration 5Q: 3 clusters Score -3499829 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3500078.250000 Penalty: 5058.846191
	Iteration 6Q: 3 clusters Score -3500078 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3500354.250000 Penalty: 5058.846191
	Iteration 7Q: 3 clusters Score -3500354 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3500740.000000 Penalty: 5058.846191
	Iteration 8Q: 3 clusters Score -3500740 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3501294.000000 Penalty: 5058.846191
	Iteration 9Q: 3 clusters Score -3501294 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3502144.500000 Penalty: 5058.846191
	Iteration 10F: 3 clusters Score -3502144 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3503413.000000 Penalty: 5058.846191
	Iteration 11F: 3 clusters Score -3503413 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3504836.750000 Penalty: 5058.846191
	Iteration 12F: 3 clusters Score -3504837 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3506127.000000 Penalty: 5058.846191
	Iteration 13F: 3 clusters Score -3506127 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3507048.000000 Penalty: 5058.846191
	Iteration 14Q: 3 clusters Score -3507048 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3507628.500000 Penalty: 5058.846191
	Iteration 15Q: 3 clusters Score -3507628 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3507961.750000 Penalty: 5058.846191
	Iteration 16Q: 3 clusters Score -3507962 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3508132.250000 Penalty: 5058.846191
	Iteration 17Q: 3 clusters Score -3508132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3508219.000000 Penalty: 5058.846191
	Iteration 18Q: 3 clusters Score -3508219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3508278.250000 Penalty: 5058.846191
	Iteration 19Q: 3 clusters Score -3508278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3508315.500000 Penalty: 5058.846191
	Iteration 20F: 3 clusters Score -3508316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3508347.000000 Penalty: 5058.846191
	Iteration 21Q: 3 clusters Score -3508347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3508351.000000 Penalty: 5058.846191
	Iteration 22Q: 3 clusters Score -3508351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3508360.000000 Penalty: 5058.846191
	Iteration 23Q: 3 clusters Score -3508360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3508369.750000 Penalty: 5058.846191
	Iteration 24Q: 3 clusters Score -3508370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3508375.000000 Penalty: 5058.846191
	Iteration 25Q: 3 clusters Score -3508375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3508373.750000 Penalty: 5058.846191
	Iteration 26Q: 3 clusters Score -3508374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3508375.500000 Penalty: 5058.846191
	Iteration 27Q: 3 clusters Score -3508376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3508377.500000 Penalty: 5058.846191
	Iteration 28Q: 3 clusters Score -3508378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3508377.500000 Penalty: 5058.846191
	Iteration 29F: 3 clusters Score -3508378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Entering Unmasked Estep 
Score: -4394742.000000 Penalty: 2587.178955
	Iteration 0F: 2 clusters Score -4394742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -4371475.000000 Penalty: 5174.357910
	Iteration 0F: 3 clusters Score -4371475 nChanged 15486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -4379907.500000 Penalty: 5174.357910
	Iteration 1F: 3 clusters Score -4379908 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -4380423.000000 Penalty: 5174.357910
	Iteration 2Q: 3 clusters Score -4380423 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4380830.000000 Penalty: 5174.357910
	Iteration 3Q: 3 clusters Score -4380830 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -4381288.000000 Penalty: 5174.357910
	Iteration 4Q: 3 clusters Score -4381288 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -4381820.000000 Penalty: 5174.357910
	Iteration 5Q: 3 clusters Score -4381820 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4382526.000000 Penalty: 5174.357910
	Iteration 6Q: 3 clusters Score -4382526 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -4383457.500000 Penalty: 5174.357910
	Iteration 7F: 3 clusters Score -4383458 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4384614.000000 Penalty: 5174.357910
	Iteration 8F: 3 clusters Score -4384614 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -4386040.000000 Penalty: 5174.357910
	Iteration 9F: 3 clusters Score -4386040 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -4387603.000000 Penalty: 5174.357910
	Iteration 10F: 3 clusters Score -4387603 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -4389128.000000 Penalty: 5174.357910
	Iteration 11Q: 3 clusters Score -4389128 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -4390516.000000 Penalty: 5174.357910
	Iteration 12Q: 3 clusters Score -4390516 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -4391299.500000 Penalty: 5174.357910
	Iteration 13Q: 3 clusters Score -4391300 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -4391708.500000 Penalty: 5174.357910
	Iteration 14Q: 3 clusters Score -4391708 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -4391887.000000 Penalty: 5174.357910
	Iteration 15Q: 3 clusters Score -4391887 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -4392023.000000 Penalty: 5174.357910
	Iteration 16Q: 3 clusters Score -4392023 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -4392117.000000 Penalty: 5174.357910
	Iteration 17Q: 3 clusters Score -4392117 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -4392163.500000 Penalty: 5174.357910
	Iteration 18Q: 3 clusters Score -4392164 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4392206.500000 Penalty: 5174.357910
	Iteration 19Q: 3 clusters Score -4392206 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -4392230.000000 Penalty: 5174.357910
	Iteration 20F: 3 clusters Score -4392230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4392261.000000 Penalty: 5174.357910
	Iteration 21Q: 3 clusters Score -4392261 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -4392273.500000 Penalty: 5174.357910
	Iteration 22Q: 3 clusters Score -4392274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4392291.500000 Penalty: 5174.357910
	Iteration 23Q: 3 clusters Score -4392292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4392318.500000 Penalty: 5174.357910
	Iteration 24Q: 3 clusters Score -4392318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -4392328.000000 Penalty: 5174.357910
	Iteration 25Q: 3 clusters Score -4392328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -4392328.000000 Penalty: 5174.357910
	Iteration 26Q: 3 clusters Score -4392328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4392338.500000 Penalty: 5174.357910
	Iteration 27Q: 3 clusters Score -4392338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -4392350.000000 Penalty: 5174.357910
	Iteration 28Q: 3 clusters Score -4392350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4392361.000000 Penalty: 5174.357910
	Iteration 29Q: 3 clusters Score -4392361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -4392361.500000 Penalty: 5174.357910
	Iteration 30Q: 3 clusters Score -4392362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -4392371.000000 Penalty: 5174.357910
	Iteration 31Q: 3 clusters Score -4392371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4392385.500000 Penalty: 5174.357910
	Iteration 32Q: 3 clusters Score -4392386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -4392375.500000 Penalty: 5174.357910
	Iteration 33Q: 3 clusters Score -4392376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -4392384.000000 Penalty: 5174.357910
	Iteration 34Q: 3 clusters Score -4392384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -4392395.000000 Penalty: 5174.357910
	Iteration 35Q: 3 clusters Score -4392395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4392393.000000 Penalty: 5174.357910
	Iteration 36Q: 3 clusters Score -4392393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -4392389.500000 Penalty: 5174.357910
	Iteration 37Q: 3 clusters Score -4392390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -4392395.000000 Penalty: 5174.357910
	Iteration 38Q: 3 clusters Score -4392395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -4392403.500000 Penalty: 5174.357910
	Iteration 39Q: 3 clusters Score -4392404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4392400.500000 Penalty: 5174.357910
	Iteration 40F: 3 clusters Score -4392400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4392397.500000 Penalty: 5174.357910
	Iteration 41Q: 3 clusters Score -4392398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -4392405.500000 Penalty: 5174.357910
	Iteration 42Q: 3 clusters Score -4392406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -4392417.500000 Penalty: 5174.357910
	Iteration 43Q: 3 clusters Score -4392418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -4392429.000000 Penalty: 5174.357910
	Iteration 44Q: 3 clusters Score -4392429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4392435.500000 Penalty: 5174.357910
	Iteration 45Q: 3 clusters Score -4392436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4392437.000000 Penalty: 5174.357910
	Iteration 46Q: 3 clusters Score -4392437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -4392441.500000 Penalty: 5174.357910
	Iteration 47Q: 3 clusters Score -4392442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -4392451.000000 Penalty: 5174.357910
	Iteration 48Q: 3 clusters Score -4392451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4392450.500000 Penalty: 5174.357910
	Iteration 49Q: 3 clusters Score -4392450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4392455.500000 Penalty: 5174.357910
	Iteration 50Q: 3 clusters Score -4392456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -4392456.000000 Penalty: 5174.357910
	Iteration 51Q: 3 clusters Score -4392456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4392459.000000 Penalty: 5174.357910
	Iteration 52Q: 3 clusters Score -4392459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4392461.500000 Penalty: 5174.357910
	Iteration 53Q: 3 clusters Score -4392462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -4392458.500000 Penalty: 5174.357910
	Iteration 54Q: 3 clusters Score -4392458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -4392464.500000 Penalty: 5174.357910
	Iteration 55Q: 3 clusters Score -4392464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -4392467.000000 Penalty: 5174.357910
	Iteration 56Q: 3 clusters Score -4392467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4392477.000000 Penalty: 5174.357910
	Iteration 57Q: 3 clusters Score -4392477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4392470.000000 Penalty: 5174.357910
	Iteration 58Q: 3 clusters Score -4392470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4392470.000000 Penalty: 5174.357910
	Iteration 59F: 3 clusters Score -4392470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Entering Unmasked Estep 
Score: -6468270.000000 Penalty: 2681.422852
	Iteration 0F: 2 clusters Score -6468270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -6434897.500000 Penalty: 5362.845703
	Iteration 0F: 3 clusters Score -6434898 nChanged 22867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -6447435.000000 Penalty: 5362.845703
	Iteration 1F: 3 clusters Score -6447435 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -6448090.500000 Penalty: 5362.845703
	Iteration 2Q: 3 clusters Score -6448090 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -6448794.500000 Penalty: 5362.845703
	Iteration 3Q: 3 clusters Score -6448794 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -6449540.500000 Penalty: 5362.845703
	Iteration 4Q: 3 clusters Score -6449540 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -6450596.500000 Penalty: 5362.845703
	Iteration 5Q: 3 clusters Score -6450596 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -6451906.500000 Penalty: 5362.845703
	Iteration 6F: 3 clusters Score -6451906 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -6453475.000000 Penalty: 5362.845703
	Iteration 7F: 3 clusters Score -6453475 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -6455149.500000 Penalty: 5362.845703
	Iteration 8F: 3 clusters Score -6455150 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -6456798.500000 Penalty: 5362.845703
	Iteration 9F: 3 clusters Score -6456798 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -6458185.500000 Penalty: 5362.845703
	Iteration 10Q: 3 clusters Score -6458186 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -6459476.500000 Penalty: 5362.845703
	Iteration 11Q: 3 clusters Score -6459476 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -6460650.500000 Penalty: 5362.845703
	Iteration 12Q: 3 clusters Score -6460650 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -6461702.000000 Penalty: 5362.845703
	Iteration 13Q: 3 clusters Score -6461702 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -6462639.500000 Penalty: 5362.845703
	Iteration 14Q: 3 clusters Score -6462640 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -6463366.500000 Penalty: 5362.845703
	Iteration 15Q: 3 clusters Score -6463366 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -6463938.500000 Penalty: 5362.845703
	Iteration 16Q: 3 clusters Score -6463938 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -6464292.000000 Penalty: 5362.845703
	Iteration 17Q: 3 clusters Score -6464292 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -6464611.000000 Penalty: 5362.845703
	Iteration 18Q: 3 clusters Score -6464611 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -6464799.500000 Penalty: 5362.845703
	Iteration 19Q: 3 clusters Score -6464800 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -6464969.000000 Penalty: 5362.845703
	Iteration 20F: 3 clusters Score -6464969 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -6465141.500000 Penalty: 5362.845703
	Iteration 21Q: 3 clusters Score -6465142 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -6465288.500000 Penalty: 5362.845703
	Iteration 22Q: 3 clusters Score -6465288 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -6465430.000000 Penalty: 5362.845703
	Iteration 23Q: 3 clusters Score -6465430 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -6465549.500000 Penalty: 5362.845703
	Iteration 24Q: 3 clusters Score -6465550 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -6465656.500000 Penalty: 5362.845703
	Iteration 25Q: 3 clusters Score -6465656 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -6465735.500000 Penalty: 5362.845703
	Iteration 26Q: 3 clusters Score -6465736 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -6465828.500000 Penalty: 5362.845703
	Iteration 27Q: 3 clusters Score -6465828 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -6465913.000000 Penalty: 5362.845703
	Iteration 28Q: 3 clusters Score -6465913 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -6466020.000000 Penalty: 5362.845703
	Iteration 29Q: 3 clusters Score -6466020 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -6466130.500000 Penalty: 5362.845703
	Iteration 30Q: 3 clusters Score -6466130 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -6466249.500000 Penalty: 5362.845703
	Iteration 31Q: 3 clusters Score -6466250 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -6466360.000000 Penalty: 5362.845703
	Iteration 32Q: 3 clusters Score -6466360 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -6466412.500000 Penalty: 5362.845703
	Iteration 33Q: 3 clusters Score -6466412 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -6466451.000000 Penalty: 5362.845703
	Iteration 34Q: 3 clusters Score -6466451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -6466506.000000 Penalty: 5362.845703
	Iteration 35Q: 3 clusters Score -6466506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -6466524.500000 Penalty: 5362.845703
	Iteration 36Q: 3 clusters Score -6466524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -6466535.500000 Penalty: 5362.845703
	Iteration 37Q: 3 clusters Score -6466536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -6466533.500000 Penalty: 5362.845703
	Iteration 38Q: 3 clusters Score -6466534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -6466544.000000 Penalty: 5362.845703
	Iteration 39Q: 3 clusters Score -6466544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -6466558.500000 Penalty: 5362.845703
	Iteration 40F: 3 clusters Score -6466558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -6466549.000000 Penalty: 5362.845703
	Iteration 41Q: 3 clusters Score -6466549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -6466555.500000 Penalty: 5362.845703
	Iteration 42Q: 3 clusters Score -6466556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -6466555.000000 Penalty: 5362.845703
	Iteration 43Q: 3 clusters Score -6466555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -6466561.000000 Penalty: 5362.845703
	Iteration 44Q: 3 clusters Score -6466561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -6466564.000000 Penalty: 5362.845703
	Iteration 45Q: 3 clusters Score -6466564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -6466566.000000 Penalty: 5362.845703
	Iteration 46Q: 3 clusters Score -6466566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -6466576.500000 Penalty: 5362.845703
	Iteration 47Q: 3 clusters Score -6466576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -6466568.500000 Penalty: 5362.845703
	Iteration 48Q: 3 clusters Score -6466568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -6466575.000000 Penalty: 5362.845703
	Iteration 49Q: 3 clusters Score -6466575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -6466578.500000 Penalty: 5362.845703
	Iteration 50Q: 3 clusters Score -6466578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -6466581.500000 Penalty: 5362.845703
	Iteration 51Q: 3 clusters Score -6466582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -6466581.500000 Penalty: 5362.845703
	Iteration 52Q: 3 clusters Score -6466582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -6466587.000000 Penalty: 5362.845703
	Iteration 53Q: 3 clusters Score -6466587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -6466586.500000 Penalty: 5362.845703
	Iteration 54Q: 3 clusters Score -6466586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -6466591.000000 Penalty: 5362.845703
	Iteration 55Q: 3 clusters Score -6466591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -6466595.500000 Penalty: 5362.845703
	Iteration 56Q: 3 clusters Score -6466596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -6466595.500000 Penalty: 5362.845703
	Iteration 57F: 3 clusters Score -6466596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -96699.609375 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -96699.61 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 426 members 
Entering Unmasked Estep 
Score: -94927.820312 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -94927.82 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95222.250000 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -95222.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95348.851562 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -95348.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95443.140625 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -95443.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95519.476562 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -95519.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -95607.781250 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -95607.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95683.523438 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -95683.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95766.812500 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -95766.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95846.304688 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -95846.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -95895.171875 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -95895.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -95943.898438 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -95943.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -96005.695312 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -96005.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -96070.382812 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -96070.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96142.250000 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -96142.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -96293.695312 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -96293.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96561.085938 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -96561.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -96677.265625 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -96677.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96692.718750 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -96692.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -96743.453125 Penalty: 3338.584961
	Iteration 18Q: 3 clusters Score -96743.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -96786.867188 Penalty: 3338.584961
	Iteration 19Q: 3 clusters Score -96786.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -96793.421875 Penalty: 3338.584961
	Iteration 20F: 3 clusters Score -96793.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152647 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106289 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258360 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33934 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35452 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105418 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45676 members 
Mstep: Class 35 contains 292 members 
Entering Unmasked Estep 
Score: -157745888.000000 Penalty: 121963.125000
Splitting cluster 18 changes total score from -157747584.000000 to -157745888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (7134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Entering Unmasked Estep 
Score: -867837.750000 Penalty: 2200.411621
	Iteration 0F: 2 clusters Score -867837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -861986.375000 Penalty: 4400.823242
	Iteration 0F: 3 clusters Score -861986.4 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -863547.312500 Penalty: 4400.823242
	Iteration 1F: 3 clusters Score -863547.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -863850.000000 Penalty: 4400.823242
	Iteration 2F: 3 clusters Score -863850 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -864096.062500 Penalty: 4400.823242
	Iteration 3F: 3 clusters Score -864096.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -864351.125000 Penalty: 4400.823242
	Iteration 4F: 3 clusters Score -864351.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -864611.875000 Penalty: 4400.823242
	Iteration 5F: 3 clusters Score -864611.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -864870.125000 Penalty: 4400.823242
	Iteration 6F: 3 clusters Score -864870.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -865068.687500 Penalty: 4400.823242
	Iteration 7Q: 3 clusters Score -865068.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -865213.187500 Penalty: 4400.823242
	Iteration 8Q: 3 clusters Score -865213.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -865325.500000 Penalty: 4400.823242
	Iteration 9Q: 3 clusters Score -865325.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -865401.437500 Penalty: 4400.823242
	Iteration 10Q: 3 clusters Score -865401.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -865481.937500 Penalty: 4400.823242
	Iteration 11Q: 3 clusters Score -865481.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -865551.562500 Penalty: 4400.823242
	Iteration 12Q: 3 clusters Score -865551.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -865624.000000 Penalty: 4400.823242
	Iteration 13Q: 3 clusters Score -865624 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -865690.312500 Penalty: 4400.823242
	Iteration 14Q: 3 clusters Score -865690.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -865757.125000 Penalty: 4400.823242
	Iteration 15Q: 3 clusters Score -865757.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -865822.812500 Penalty: 4400.823242
	Iteration 16Q: 3 clusters Score -865822.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -865873.312500 Penalty: 4400.823242
	Iteration 17Q: 3 clusters Score -865873.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -865920.187500 Penalty: 4400.823242
	Iteration 18Q: 3 clusters Score -865920.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -865951.562500 Penalty: 4400.823242
	Iteration 19Q: 3 clusters Score -865951.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -865978.500000 Penalty: 4400.823242
	Iteration 20F: 3 clusters Score -865978.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -866002.875000 Penalty: 4400.823242
	Iteration 21Q: 3 clusters Score -866002.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -866022.250000 Penalty: 4400.823242
	Iteration 22Q: 3 clusters Score -866022.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -866041.937500 Penalty: 4400.823242
	Iteration 23Q: 3 clusters Score -866041.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -866059.312500 Penalty: 4400.823242
	Iteration 24Q: 3 clusters Score -866059.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -866072.875000 Penalty: 4400.823242
	Iteration 25Q: 3 clusters Score -866072.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -866094.937500 Penalty: 4400.823242
	Iteration 26Q: 3 clusters Score -866094.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -866108.000000 Penalty: 4400.823242
	Iteration 27Q: 3 clusters Score -866108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -866118.687500 Penalty: 4400.823242
	Iteration 28Q: 3 clusters Score -866118.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -866130.562500 Penalty: 4400.823242
	Iteration 29Q: 3 clusters Score -866130.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -866138.437500 Penalty: 4400.823242
	Iteration 30Q: 3 clusters Score -866138.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -866152.062500 Penalty: 4400.823242
	Iteration 31Q: 3 clusters Score -866152.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -866166.062500 Penalty: 4400.823242
	Iteration 32Q: 3 clusters Score -866166.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -866178.562500 Penalty: 4400.823242
	Iteration 33Q: 3 clusters Score -866178.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -866185.687500 Penalty: 4400.823242
	Iteration 34Q: 3 clusters Score -866185.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -866191.062500 Penalty: 4400.823242
	Iteration 35Q: 3 clusters Score -866191.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -866195.000000 Penalty: 4400.823242
	Iteration 36Q: 3 clusters Score -866195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -866196.000000 Penalty: 4400.823242
	Iteration 37Q: 3 clusters Score -866196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -866196.000000 Penalty: 4400.823242
	Iteration 38Q: 3 clusters Score -866196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -866196.000000 Penalty: 4400.823242
	Iteration 39F: 3 clusters Score -866196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Entering Unmasked Estep 
Score: -4643479.500000 Penalty: 2598.031982
	Iteration 0F: 2 clusters Score -4643480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -4619320.000000 Penalty: 5196.063965
	Iteration 0F: 3 clusters Score -4619320 nChanged 16150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4628197.500000 Penalty: 5196.063965
	Iteration 1F: 3 clusters Score -4628198 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -4628742.500000 Penalty: 5196.063965
	Iteration 2Q: 3 clusters Score -4628742 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -4629342.000000 Penalty: 5196.063965
	Iteration 3Q: 3 clusters Score -4629342 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4630106.500000 Penalty: 5196.063965
	Iteration 4Q: 3 clusters Score -4630106 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -4631096.000000 Penalty: 5196.063965
	Iteration 5F: 3 clusters Score -4631096 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -4632529.000000 Penalty: 5196.063965
	Iteration 6F: 3 clusters Score -4632529 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -4634312.500000 Penalty: 5196.063965
	Iteration 7F: 3 clusters Score -4634312 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -4636251.500000 Penalty: 5196.063965
	Iteration 8F: 3 clusters Score -4636252 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -4637946.500000 Penalty: 5196.063965
	Iteration 9F: 3 clusters Score -4637946 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -4639152.500000 Penalty: 5196.063965
	Iteration 10Q: 3 clusters Score -4639152 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4639750.500000 Penalty: 5196.063965
	Iteration 11Q: 3 clusters Score -4639750 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -4640045.500000 Penalty: 5196.063965
	Iteration 12Q: 3 clusters Score -4640046 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -4640224.500000 Penalty: 5196.063965
	Iteration 13Q: 3 clusters Score -4640224 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4640358.000000 Penalty: 5196.063965
	Iteration 14Q: 3 clusters Score -4640358 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4640434.000000 Penalty: 5196.063965
	Iteration 15Q: 3 clusters Score -4640434 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4640507.000000 Penalty: 5196.063965
	Iteration 16Q: 3 clusters Score -4640507 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4640565.500000 Penalty: 5196.063965
	Iteration 17Q: 3 clusters Score -4640566 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4640622.500000 Penalty: 5196.063965
	Iteration 18Q: 3 clusters Score -4640622 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4640692.500000 Penalty: 5196.063965
	Iteration 19Q: 3 clusters Score -4640692 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4640726.500000 Penalty: 5196.063965
	Iteration 20F: 3 clusters Score -4640726 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4640776.500000 Penalty: 5196.063965
	Iteration 21Q: 3 clusters Score -4640776 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4640831.500000 Penalty: 5196.063965
	Iteration 22Q: 3 clusters Score -4640832 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4640899.000000 Penalty: 5196.063965
	Iteration 23Q: 3 clusters Score -4640899 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4640949.000000 Penalty: 5196.063965
	Iteration 24Q: 3 clusters Score -4640949 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4641003.000000 Penalty: 5196.063965
	Iteration 25Q: 3 clusters Score -4641003 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4641024.500000 Penalty: 5196.063965
	Iteration 26Q: 3 clusters Score -4641024 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4641058.500000 Penalty: 5196.063965
	Iteration 27Q: 3 clusters Score -4641058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4641088.000000 Penalty: 5196.063965
	Iteration 28Q: 3 clusters Score -4641088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4641105.000000 Penalty: 5196.063965
	Iteration 29Q: 3 clusters Score -4641105 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4641109.000000 Penalty: 5196.063965
	Iteration 30Q: 3 clusters Score -4641109 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4641128.000000 Penalty: 5196.063965
	Iteration 31Q: 3 clusters Score -4641128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4641139.000000 Penalty: 5196.063965
	Iteration 32Q: 3 clusters Score -4641139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4641159.000000 Penalty: 5196.063965
	Iteration 33Q: 3 clusters Score -4641159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4641175.500000 Penalty: 5196.063965
	Iteration 34Q: 3 clusters Score -4641176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4641186.500000 Penalty: 5196.063965
	Iteration 35Q: 3 clusters Score -4641186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4641190.500000 Penalty: 5196.063965
	Iteration 36Q: 3 clusters Score -4641190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4641202.000000 Penalty: 5196.063965
	Iteration 37Q: 3 clusters Score -4641202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4641211.000000 Penalty: 5196.063965
	Iteration 38Q: 3 clusters Score -4641211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4641213.500000 Penalty: 5196.063965
	Iteration 39Q: 3 clusters Score -4641214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4641220.000000 Penalty: 5196.063965
	Iteration 40F: 3 clusters Score -4641220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4641217.500000 Penalty: 5196.063965
	Iteration 41Q: 3 clusters Score -4641218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4641224.000000 Penalty: 5196.063965
	Iteration 42Q: 3 clusters Score -4641224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4641232.500000 Penalty: 5196.063965
	Iteration 43Q: 3 clusters Score -4641232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4641239.500000 Penalty: 5196.063965
	Iteration 44Q: 3 clusters Score -4641240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4641247.500000 Penalty: 5196.063965
	Iteration 45Q: 3 clusters Score -4641248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4641259.000000 Penalty: 5196.063965
	Iteration 46Q: 3 clusters Score -4641259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4641260.500000 Penalty: 5196.063965
	Iteration 47Q: 3 clusters Score -4641260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4641264.500000 Penalty: 5196.063965
	Iteration 48Q: 3 clusters Score -4641264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4641259.000000 Penalty: 5196.063965
	Iteration 49Q: 3 clusters Score -4641259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4641270.500000 Penalty: 5196.063965
	Iteration 50Q: 3 clusters Score -4641270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4641271.000000 Penalty: 5196.063965
	Iteration 51Q: 3 clusters Score -4641271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4641265.500000 Penalty: 5196.063965
	Iteration 52Q: 3 clusters Score -4641266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4641265.500000 Penalty: 5196.063965
	Iteration 53Q: 3 clusters Score -4641266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4641274.500000 Penalty: 5196.063965
	Iteration 54Q: 3 clusters Score -4641274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4641270.500000 Penalty: 5196.063965
	Iteration 55Q: 3 clusters Score -4641270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4641272.000000 Penalty: 5196.063965
	Iteration 56Q: 3 clusters Score -4641272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4641279.000000 Penalty: 5196.063965
	Iteration 57Q: 3 clusters Score -4641279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4641286.000000 Penalty: 5196.063965
	Iteration 58Q: 3 clusters Score -4641286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4641278.500000 Penalty: 5196.063965
	Iteration 59Q: 3 clusters Score -4641278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4641281.500000 Penalty: 5196.063965
	Iteration 60F: 3 clusters Score -4641282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4641289.000000 Penalty: 5196.063965
	Iteration 61Q: 3 clusters Score -4641289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4641286.500000 Penalty: 5196.063965
	Iteration 62Q: 3 clusters Score -4641286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4641285.500000 Penalty: 5196.063965
	Iteration 63Q: 3 clusters Score -4641286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4641287.500000 Penalty: 5196.063965
	Iteration 64Q: 3 clusters Score -4641288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4641293.000000 Penalty: 5196.063965
	Iteration 65Q: 3 clusters Score -4641293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4641299.000000 Penalty: 5196.063965
	Iteration 66Q: 3 clusters Score -4641299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4641301.500000 Penalty: 5196.063965
	Iteration 67Q: 3 clusters Score -4641302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4641298.500000 Penalty: 5196.063965
	Iteration 68Q: 3 clusters Score -4641298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4641306.000000 Penalty: 5196.063965
	Iteration 69Q: 3 clusters Score -4641306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4641307.000000 Penalty: 5196.063965
	Iteration 70Q: 3 clusters Score -4641307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4641305.500000 Penalty: 5196.063965
	Iteration 71Q: 3 clusters Score -4641306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4641312.000000 Penalty: 5196.063965
	Iteration 72Q: 3 clusters Score -4641312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4641311.000000 Penalty: 5196.063965
	Iteration 73Q: 3 clusters Score -4641311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4641315.500000 Penalty: 5196.063965
	Iteration 74Q: 3 clusters Score -4641316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4641320.000000 Penalty: 5196.063965
	Iteration 75Q: 3 clusters Score -4641320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4641321.500000 Penalty: 5196.063965
	Iteration 76Q: 3 clusters Score -4641322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4641321.000000 Penalty: 5196.063965
	Iteration 77Q: 3 clusters Score -4641321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4641321.000000 Penalty: 5196.063965
	Iteration 78F: 3 clusters Score -4641321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Entering Unmasked Estep 
Score: -574209.500000 Penalty: 2097.656494
	Iteration 0F: 2 clusters Score -574209.5 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 2335 members 
Entering Unmasked Estep 
Score: -569974.500000 Penalty: 4195.312988
	Iteration 0F: 3 clusters Score -569974.5 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -571015.812500 Penalty: 4195.312988
	Iteration 1F: 3 clusters Score -571015.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -571347.875000 Penalty: 4195.312988
	Iteration 2F: 3 clusters Score -571347.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -571672.187500 Penalty: 4195.312988
	Iteration 3F: 3 clusters Score -571672.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -572043.375000 Penalty: 4195.312988
	Iteration 4F: 3 clusters Score -572043.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -572500.687500 Penalty: 4195.312988
	Iteration 5F: 3 clusters Score -572500.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -572878.812500 Penalty: 4195.312988
	Iteration 6F: 3 clusters Score -572878.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -573087.875000 Penalty: 4195.312988
	Iteration 7F: 3 clusters Score -573087.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -573175.750000 Penalty: 4195.312988
	Iteration 8Q: 3 clusters Score -573175.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -573219.750000 Penalty: 4195.312988
	Iteration 9Q: 3 clusters Score -573219.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -573246.250000 Penalty: 4195.312988
	Iteration 10Q: 3 clusters Score -573246.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -573256.062500 Penalty: 4195.312988
	Iteration 11Q: 3 clusters Score -573256.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -573263.562500 Penalty: 4195.312988
	Iteration 12Q: 3 clusters Score -573263.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -573267.000000 Penalty: 4195.312988
	Iteration 13Q: 3 clusters Score -573267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -573267.875000 Penalty: 4195.312988
	Iteration 14Q: 3 clusters Score -573267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -573268.875000 Penalty: 4195.312988
	Iteration 15Q: 3 clusters Score -573268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -573270.125000 Penalty: 4195.312988
	Iteration 16Q: 3 clusters Score -573270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -573270.125000 Penalty: 4195.312988
	Iteration 17F: 3 clusters Score -573270.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Entering Unmasked Estep 
Score: -1123822.875000 Penalty: 2260.202393
	Iteration 0F: 2 clusters Score -1123823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1116745.750000 Penalty: 4520.404785
	Iteration 0F: 3 clusters Score -1116746 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1118781.375000 Penalty: 4520.404785
	Iteration 1F: 3 clusters Score -1118781 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1119081.500000 Penalty: 4520.404785
	Iteration 2F: 3 clusters Score -1119082 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1119317.625000 Penalty: 4520.404785
	Iteration 3F: 3 clusters Score -1119318 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1119492.250000 Penalty: 4520.404785
	Iteration 4Q: 3 clusters Score -1119492 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1119644.250000 Penalty: 4520.404785
	Iteration 5Q: 3 clusters Score -1119644 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1119788.500000 Penalty: 4520.404785
	Iteration 6Q: 3 clusters Score -1119788 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1119902.375000 Penalty: 4520.404785
	Iteration 7Q: 3 clusters Score -1119902 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1120018.500000 Penalty: 4520.404785
	Iteration 8Q: 3 clusters Score -1120018 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1120124.250000 Penalty: 4520.404785
	Iteration 9Q: 3 clusters Score -1120124 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1120245.875000 Penalty: 4520.404785
	Iteration 10Q: 3 clusters Score -1120246 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1120385.625000 Penalty: 4520.404785
	Iteration 11Q: 3 clusters Score -1120386 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1120510.500000 Penalty: 4520.404785
	Iteration 12Q: 3 clusters Score -1120510 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1120624.875000 Penalty: 4520.404785
	Iteration 13Q: 3 clusters Score -1120625 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1120723.750000 Penalty: 4520.404785
	Iteration 14Q: 3 clusters Score -1120724 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1120822.625000 Penalty: 4520.404785
	Iteration 15Q: 3 clusters Score -1120823 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1120921.750000 Penalty: 4520.404785
	Iteration 16Q: 3 clusters Score -1120922 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1121012.000000 Penalty: 4520.404785
	Iteration 17Q: 3 clusters Score -1121012 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1121107.625000 Penalty: 4520.404785
	Iteration 18Q: 3 clusters Score -1121108 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1121181.625000 Penalty: 4520.404785
	Iteration 19Q: 3 clusters Score -1121182 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1121261.625000 Penalty: 4520.404785
	Iteration 20F: 3 clusters Score -1121262 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1121348.875000 Penalty: 4520.404785
	Iteration 21Q: 3 clusters Score -1121349 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1121407.000000 Penalty: 4520.404785
	Iteration 22Q: 3 clusters Score -1121407 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1121457.250000 Penalty: 4520.404785
	Iteration 23Q: 3 clusters Score -1121457 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1121498.625000 Penalty: 4520.404785
	Iteration 24Q: 3 clusters Score -1121499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1121531.375000 Penalty: 4520.404785
	Iteration 25Q: 3 clusters Score -1121531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1121572.625000 Penalty: 4520.404785
	Iteration 26Q: 3 clusters Score -1121573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1121623.250000 Penalty: 4520.404785
	Iteration 27Q: 3 clusters Score -1121623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1121663.625000 Penalty: 4520.404785
	Iteration 28Q: 3 clusters Score -1121664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1121686.875000 Penalty: 4520.404785
	Iteration 29Q: 3 clusters Score -1121687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1121709.125000 Penalty: 4520.404785
	Iteration 30Q: 3 clusters Score -1121709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1121718.375000 Penalty: 4520.404785
	Iteration 31Q: 3 clusters Score -1121718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1121733.750000 Penalty: 4520.404785
	Iteration 32Q: 3 clusters Score -1121734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1121746.625000 Penalty: 4520.404785
	Iteration 33Q: 3 clusters Score -1121747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1121757.250000 Penalty: 4520.404785
	Iteration 34Q: 3 clusters Score -1121757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1121771.000000 Penalty: 4520.404785
	Iteration 35Q: 3 clusters Score -1121771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1121784.000000 Penalty: 4520.404785
	Iteration 36Q: 3 clusters Score -1121784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1121797.750000 Penalty: 4520.404785
	Iteration 37Q: 3 clusters Score -1121798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1121806.375000 Penalty: 4520.404785
	Iteration 38Q: 3 clusters Score -1121806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1121817.125000 Penalty: 4520.404785
	Iteration 39Q: 3 clusters Score -1121817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1121822.875000 Penalty: 4520.404785
	Iteration 40F: 3 clusters Score -1121823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1121828.625000 Penalty: 4520.404785
	Iteration 41Q: 3 clusters Score -1121829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1121835.375000 Penalty: 4520.404785
	Iteration 42Q: 3 clusters Score -1121835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1121838.000000 Penalty: 4520.404785
	Iteration 43Q: 3 clusters Score -1121838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1121844.500000 Penalty: 4520.404785
	Iteration 44Q: 3 clusters Score -1121844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1121850.250000 Penalty: 4520.404785
	Iteration 45Q: 3 clusters Score -1121850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1121853.500000 Penalty: 4520.404785
	Iteration 46Q: 3 clusters Score -1121854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1121857.250000 Penalty: 4520.404785
	Iteration 47Q: 3 clusters Score -1121857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1121859.500000 Penalty: 4520.404785
	Iteration 48Q: 3 clusters Score -1121860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1121867.500000 Penalty: 4520.404785
	Iteration 49Q: 3 clusters Score -1121868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1121869.500000 Penalty: 4520.404785
	Iteration 50Q: 3 clusters Score -1121870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1121872.625000 Penalty: 4520.404785
	Iteration 51Q: 3 clusters Score -1121873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1121882.000000 Penalty: 4520.404785
	Iteration 52Q: 3 clusters Score -1121882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1121882.500000 Penalty: 4520.404785
	Iteration 53Q: 3 clusters Score -1121882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1121882.875000 Penalty: 4520.404785
	Iteration 54Q: 3 clusters Score -1121883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1121884.000000 Penalty: 4520.404785
	Iteration 55Q: 3 clusters Score -1121884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1121886.500000 Penalty: 4520.404785
	Iteration 56Q: 3 clusters Score -1121886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1121887.625000 Penalty: 4520.404785
	Iteration 57Q: 3 clusters Score -1121888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1121886.500000 Penalty: 4520.404785
	Iteration 58Q: 3 clusters Score -1121886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1121886.500000 Penalty: 4520.404785
	Iteration 59F: 3 clusters Score -1121886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Entering Unmasked Estep 
Score: -626467.250000 Penalty: 2122.609863
	Iteration 0F: 2 clusters Score -626467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -621777.375000 Penalty: 4245.219727
	Iteration 0F: 3 clusters Score -621777.4 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -622974.875000 Penalty: 4245.219727
	Iteration 1F: 3 clusters Score -622974.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -623275.687500 Penalty: 4245.219727
	Iteration 2F: 3 clusters Score -623275.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -623563.875000 Penalty: 4245.219727
	Iteration 3F: 3 clusters Score -623563.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -623804.250000 Penalty: 4245.219727
	Iteration 4F: 3 clusters Score -623804.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -624015.687500 Penalty: 4245.219727
	Iteration 5F: 3 clusters Score -624015.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -624239.937500 Penalty: 4245.219727
	Iteration 6F: 3 clusters Score -624239.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -624460.000000 Penalty: 4245.219727
	Iteration 7Q: 3 clusters Score -624460 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -624689.125000 Penalty: 4245.219727
	Iteration 8F: 3 clusters Score -624689.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -624867.562500 Penalty: 4245.219727
	Iteration 9Q: 3 clusters Score -624867.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -624977.875000 Penalty: 4245.219727
	Iteration 10Q: 3 clusters Score -624977.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -625083.375000 Penalty: 4245.219727
	Iteration 11Q: 3 clusters Score -625083.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -625150.187500 Penalty: 4245.219727
	Iteration 12Q: 3 clusters Score -625150.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -625205.187500 Penalty: 4245.219727
	Iteration 13Q: 3 clusters Score -625205.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -625258.562500 Penalty: 4245.219727
	Iteration 14Q: 3 clusters Score -625258.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -625313.187500 Penalty: 4245.219727
	Iteration 15Q: 3 clusters Score -625313.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -625371.750000 Penalty: 4245.219727
	Iteration 16Q: 3 clusters Score -625371.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -625428.250000 Penalty: 4245.219727
	Iteration 17Q: 3 clusters Score -625428.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -625459.375000 Penalty: 4245.219727
	Iteration 18Q: 3 clusters Score -625459.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -625481.687500 Penalty: 4245.219727
	Iteration 19Q: 3 clusters Score -625481.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -625493.500000 Penalty: 4245.219727
	Iteration 20F: 3 clusters Score -625493.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -625503.062500 Penalty: 4245.219727
	Iteration 21Q: 3 clusters Score -625503.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -625506.312500 Penalty: 4245.219727
	Iteration 22Q: 3 clusters Score -625506.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -625509.437500 Penalty: 4245.219727
	Iteration 23Q: 3 clusters Score -625509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -625512.125000 Penalty: 4245.219727
	Iteration 24Q: 3 clusters Score -625512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -625513.375000 Penalty: 4245.219727
	Iteration 25Q: 3 clusters Score -625513.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -625514.312500 Penalty: 4245.219727
	Iteration 26Q: 3 clusters Score -625514.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -625515.250000 Penalty: 4245.219727
	Iteration 27Q: 3 clusters Score -625515.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -625515.250000 Penalty: 4245.219727
	Iteration 28F: 3 clusters Score -625515.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Entering Unmasked Estep 
Score: -1579509.625000 Penalty: 2342.677734
	Iteration 0F: 2 clusters Score -1579510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1570095.250000 Penalty: 4685.355469
	Iteration 0F: 3 clusters Score -1570095 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1573018.000000 Penalty: 4685.355469
	Iteration 1F: 3 clusters Score -1573018 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1573492.625000 Penalty: 4685.355469
	Iteration 2F: 3 clusters Score -1573493 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1573999.125000 Penalty: 4685.355469
	Iteration 3F: 3 clusters Score -1573999 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1574516.375000 Penalty: 4685.355469
	Iteration 4F: 3 clusters Score -1574516 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1575026.625000 Penalty: 4685.355469
	Iteration 5F: 3 clusters Score -1575027 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1575547.000000 Penalty: 4685.355469
	Iteration 6F: 3 clusters Score -1575547 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1576071.375000 Penalty: 4685.355469
	Iteration 7F: 3 clusters Score -1576071 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1576557.625000 Penalty: 4685.355469
	Iteration 8Q: 3 clusters Score -1576558 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1576947.875000 Penalty: 4685.355469
	Iteration 9Q: 3 clusters Score -1576948 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1577235.375000 Penalty: 4685.355469
	Iteration 10Q: 3 clusters Score -1577235 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1577419.875000 Penalty: 4685.355469
	Iteration 11Q: 3 clusters Score -1577420 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1577547.375000 Penalty: 4685.355469
	Iteration 12Q: 3 clusters Score -1577547 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1577640.750000 Penalty: 4685.355469
	Iteration 13Q: 3 clusters Score -1577641 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1577698.875000 Penalty: 4685.355469
	Iteration 14Q: 3 clusters Score -1577699 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1577738.125000 Penalty: 4685.355469
	Iteration 15Q: 3 clusters Score -1577738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1577769.125000 Penalty: 4685.355469
	Iteration 16Q: 3 clusters Score -1577769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1577788.250000 Penalty: 4685.355469
	Iteration 17Q: 3 clusters Score -1577788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1577803.375000 Penalty: 4685.355469
	Iteration 18Q: 3 clusters Score -1577803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1577811.125000 Penalty: 4685.355469
	Iteration 19Q: 3 clusters Score -1577811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1577819.875000 Penalty: 4685.355469
	Iteration 20F: 3 clusters Score -1577820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1577835.000000 Penalty: 4685.355469
	Iteration 21Q: 3 clusters Score -1577835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1577846.250000 Penalty: 4685.355469
	Iteration 22Q: 3 clusters Score -1577846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1577866.750000 Penalty: 4685.355469
	Iteration 23Q: 3 clusters Score -1577867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1577876.125000 Penalty: 4685.355469
	Iteration 24Q: 3 clusters Score -1577876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1577883.750000 Penalty: 4685.355469
	Iteration 25Q: 3 clusters Score -1577884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1577897.750000 Penalty: 4685.355469
	Iteration 26Q: 3 clusters Score -1577898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1577914.750000 Penalty: 4685.355469
	Iteration 27Q: 3 clusters Score -1577915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1577929.500000 Penalty: 4685.355469
	Iteration 28Q: 3 clusters Score -1577930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1577947.250000 Penalty: 4685.355469
	Iteration 29Q: 3 clusters Score -1577947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1577963.500000 Penalty: 4685.355469
	Iteration 30Q: 3 clusters Score -1577964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1577972.750000 Penalty: 4685.355469
	Iteration 31Q: 3 clusters Score -1577973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1577986.250000 Penalty: 4685.355469
	Iteration 32Q: 3 clusters Score -1577986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1577996.625000 Penalty: 4685.355469
	Iteration 33Q: 3 clusters Score -1577997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1578007.875000 Penalty: 4685.355469
	Iteration 34Q: 3 clusters Score -1578008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1578021.000000 Penalty: 4685.355469
	Iteration 35Q: 3 clusters Score -1578021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1578041.500000 Penalty: 4685.355469
	Iteration 36Q: 3 clusters Score -1578042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1578053.375000 Penalty: 4685.355469
	Iteration 37Q: 3 clusters Score -1578053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1578073.375000 Penalty: 4685.355469
	Iteration 38Q: 3 clusters Score -1578073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1578084.250000 Penalty: 4685.355469
	Iteration 39Q: 3 clusters Score -1578084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1578086.875000 Penalty: 4685.355469
	Iteration 40F: 3 clusters Score -1578087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1578093.000000 Penalty: 4685.355469
	Iteration 41Q: 3 clusters Score -1578093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1578097.000000 Penalty: 4685.355469
	Iteration 42Q: 3 clusters Score -1578097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1578099.875000 Penalty: 4685.355469
	Iteration 43Q: 3 clusters Score -1578100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1578101.250000 Penalty: 4685.355469
	Iteration 44Q: 3 clusters Score -1578101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1578102.375000 Penalty: 4685.355469
	Iteration 45Q: 3 clusters Score -1578102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1578107.125000 Penalty: 4685.355469
	Iteration 46Q: 3 clusters Score -1578107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1578113.125000 Penalty: 4685.355469
	Iteration 47Q: 3 clusters Score -1578113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1578114.250000 Penalty: 4685.355469
	Iteration 48Q: 3 clusters Score -1578114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1578115.750000 Penalty: 4685.355469
	Iteration 49Q: 3 clusters Score -1578116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1578117.375000 Penalty: 4685.355469
	Iteration 50Q: 3 clusters Score -1578117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1578118.625000 Penalty: 4685.355469
	Iteration 51Q: 3 clusters Score -1578119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1578121.875000 Penalty: 4685.355469
	Iteration 52Q: 3 clusters Score -1578122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1578122.125000 Penalty: 4685.355469
	Iteration 53Q: 3 clusters Score -1578122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1578123.875000 Penalty: 4685.355469
	Iteration 54Q: 3 clusters Score -1578124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1578123.625000 Penalty: 4685.355469
	Iteration 55Q: 3 clusters Score -1578124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1578125.125000 Penalty: 4685.355469
	Iteration 56Q: 3 clusters Score -1578125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1578126.375000 Penalty: 4685.355469
	Iteration 57Q: 3 clusters Score -1578126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1578125.500000 Penalty: 4685.355469
	Iteration 58Q: 3 clusters Score -1578126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1578124.875000 Penalty: 4685.355469
	Iteration 59Q: 3 clusters Score -1578125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1578125.250000 Penalty: 4685.355469
	Iteration 60F: 3 clusters Score -1578125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Entering Unmasked Estep 
Score: -950327.562500 Penalty: 2221.909180
	Iteration 0F: 2 clusters Score -950327.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -944024.750000 Penalty: 4443.818359
	Iteration 0F: 3 clusters Score -944024.8 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -945692.437500 Penalty: 4443.818359
	Iteration 1F: 3 clusters Score -945692.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -945993.500000 Penalty: 4443.818359
	Iteration 2F: 3 clusters Score -945993.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -946219.500000 Penalty: 4443.818359
	Iteration 3F: 3 clusters Score -946219.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -946405.750000 Penalty: 4443.818359
	Iteration 4Q: 3 clusters Score -946405.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -946549.000000 Penalty: 4443.818359
	Iteration 5Q: 3 clusters Score -946549 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -946670.125000 Penalty: 4443.818359
	Iteration 6Q: 3 clusters Score -946670.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -946780.187500 Penalty: 4443.818359
	Iteration 7Q: 3 clusters Score -946780.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -946890.875000 Penalty: 4443.818359
	Iteration 8Q: 3 clusters Score -946890.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -947012.937500 Penalty: 4443.818359
	Iteration 9Q: 3 clusters Score -947012.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -947100.125000 Penalty: 4443.818359
	Iteration 10Q: 3 clusters Score -947100.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -947181.625000 Penalty: 4443.818359
	Iteration 11Q: 3 clusters Score -947181.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -947254.000000 Penalty: 4443.818359
	Iteration 12Q: 3 clusters Score -947254 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -947336.562500 Penalty: 4443.818359
	Iteration 13Q: 3 clusters Score -947336.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -947402.062500 Penalty: 4443.818359
	Iteration 14Q: 3 clusters Score -947402.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -947457.312500 Penalty: 4443.818359
	Iteration 15Q: 3 clusters Score -947457.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -947511.875000 Penalty: 4443.818359
	Iteration 16Q: 3 clusters Score -947511.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -947554.250000 Penalty: 4443.818359
	Iteration 17Q: 3 clusters Score -947554.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -947592.500000 Penalty: 4443.818359
	Iteration 18Q: 3 clusters Score -947592.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -947635.125000 Penalty: 4443.818359
	Iteration 19Q: 3 clusters Score -947635.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -947666.625000 Penalty: 4443.818359
	Iteration 20F: 3 clusters Score -947666.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -947690.437500 Penalty: 4443.818359
	Iteration 21Q: 3 clusters Score -947690.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -947710.687500 Penalty: 4443.818359
	Iteration 22Q: 3 clusters Score -947710.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -947727.750000 Penalty: 4443.818359
	Iteration 23Q: 3 clusters Score -947727.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -947761.750000 Penalty: 4443.818359
	Iteration 24Q: 3 clusters Score -947761.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -947792.562500 Penalty: 4443.818359
	Iteration 25Q: 3 clusters Score -947792.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -947825.375000 Penalty: 4443.818359
	Iteration 26Q: 3 clusters Score -947825.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -947871.750000 Penalty: 4443.818359
	Iteration 27Q: 3 clusters Score -947871.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -947912.125000 Penalty: 4443.818359
	Iteration 28Q: 3 clusters Score -947912.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -947942.062500 Penalty: 4443.818359
	Iteration 29Q: 3 clusters Score -947942.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -947978.375000 Penalty: 4443.818359
	Iteration 30Q: 3 clusters Score -947978.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -948000.750000 Penalty: 4443.818359
	Iteration 31Q: 3 clusters Score -948000.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -948028.625000 Penalty: 4443.818359
	Iteration 32Q: 3 clusters Score -948028.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -948050.437500 Penalty: 4443.818359
	Iteration 33Q: 3 clusters Score -948050.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -948068.875000 Penalty: 4443.818359
	Iteration 34Q: 3 clusters Score -948068.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -948081.250000 Penalty: 4443.818359
	Iteration 35Q: 3 clusters Score -948081.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -948093.187500 Penalty: 4443.818359
	Iteration 36Q: 3 clusters Score -948093.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -948105.312500 Penalty: 4443.818359
	Iteration 37Q: 3 clusters Score -948105.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -948112.687500 Penalty: 4443.818359
	Iteration 38Q: 3 clusters Score -948112.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -948124.562500 Penalty: 4443.818359
	Iteration 39Q: 3 clusters Score -948124.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -948137.062500 Penalty: 4443.818359
	Iteration 40F: 3 clusters Score -948137.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -948149.250000 Penalty: 4443.818359
	Iteration 41Q: 3 clusters Score -948149.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -948154.312500 Penalty: 4443.818359
	Iteration 42Q: 3 clusters Score -948154.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -948166.687500 Penalty: 4443.818359
	Iteration 43Q: 3 clusters Score -948166.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -948171.812500 Penalty: 4443.818359
	Iteration 44Q: 3 clusters Score -948171.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -948180.437500 Penalty: 4443.818359
	Iteration 45Q: 3 clusters Score -948180.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -948186.312500 Penalty: 4443.818359
	Iteration 46Q: 3 clusters Score -948186.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -948195.250000 Penalty: 4443.818359
	Iteration 47Q: 3 clusters Score -948195.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -948204.000000 Penalty: 4443.818359
	Iteration 48Q: 3 clusters Score -948204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -948210.000000 Penalty: 4443.818359
	Iteration 49Q: 3 clusters Score -948210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -948214.312500 Penalty: 4443.818359
	Iteration 50Q: 3 clusters Score -948214.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -948216.062500 Penalty: 4443.818359
	Iteration 51Q: 3 clusters Score -948216.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -948221.687500 Penalty: 4443.818359
	Iteration 52Q: 3 clusters Score -948221.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -948223.187500 Penalty: 4443.818359
	Iteration 53Q: 3 clusters Score -948223.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -948225.062500 Penalty: 4443.818359
	Iteration 54Q: 3 clusters Score -948225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -948225.937500 Penalty: 4443.818359
	Iteration 55Q: 3 clusters Score -948225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -948228.812500 Penalty: 4443.818359
	Iteration 56Q: 3 clusters Score -948228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -948228.625000 Penalty: 4443.818359
	Iteration 57Q: 3 clusters Score -948228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -948229.625000 Penalty: 4443.818359
	Iteration 58Q: 3 clusters Score -948229.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -948230.500000 Penalty: 4443.818359
	Iteration 59Q: 3 clusters Score -948230.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -948232.937500 Penalty: 4443.818359
	Iteration 60F: 3 clusters Score -948232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -948233.625000 Penalty: 4443.818359
	Iteration 61Q: 3 clusters Score -948233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -948234.125000 Penalty: 4443.818359
	Iteration 62Q: 3 clusters Score -948234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -948236.687500 Penalty: 4443.818359
	Iteration 63Q: 3 clusters Score -948236.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -948236.687500 Penalty: 4443.818359
	Iteration 64F: 3 clusters Score -948236.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -86898.671875 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -86898.67 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 384 members 
Entering Unmasked Estep 
Score: -85187.648438 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -85187.65 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85433.125000 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -85433.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85494.648438 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -85494.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85535.835938 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -85535.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85553.382812 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -85553.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85554.843750 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -85554.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85554.843750 Penalty: 3270.829102
	Iteration 6F: 3 clusters Score -85554.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -976774.812500 Penalty: 2245.517334
	Iteration 0F: 2 clusters Score -976774.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -970132.750000 Penalty: 4491.034668
	Iteration 0F: 3 clusters Score -970132.8 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -972301.687500 Penalty: 4491.034668
	Iteration 1F: 3 clusters Score -972301.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -972844.437500 Penalty: 4491.034668
	Iteration 2F: 3 clusters Score -972844.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -973321.812500 Penalty: 4491.034668
	Iteration 3F: 3 clusters Score -973321.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -973700.125000 Penalty: 4491.034668
	Iteration 4F: 3 clusters Score -973700.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -974023.875000 Penalty: 4491.034668
	Iteration 5F: 3 clusters Score -974023.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -974331.687500 Penalty: 4491.034668
	Iteration 6F: 3 clusters Score -974331.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -974692.500000 Penalty: 4491.034668
	Iteration 7F: 3 clusters Score -974692.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -975068.375000 Penalty: 4491.034668
	Iteration 8F: 3 clusters Score -975068.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -975415.687500 Penalty: 4491.034668
	Iteration 9Q: 3 clusters Score -975415.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -975684.062500 Penalty: 4491.034668
	Iteration 10Q: 3 clusters Score -975684.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -975857.937500 Penalty: 4491.034668
	Iteration 11Q: 3 clusters Score -975857.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -975952.500000 Penalty: 4491.034668
	Iteration 12Q: 3 clusters Score -975952.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -976019.000000 Penalty: 4491.034668
	Iteration 13Q: 3 clusters Score -976019 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -976050.687500 Penalty: 4491.034668
	Iteration 14Q: 3 clusters Score -976050.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -976071.125000 Penalty: 4491.034668
	Iteration 15Q: 3 clusters Score -976071.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -976093.000000 Penalty: 4491.034668
	Iteration 16Q: 3 clusters Score -976093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -976110.875000 Penalty: 4491.034668
	Iteration 17Q: 3 clusters Score -976110.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -976130.125000 Penalty: 4491.034668
	Iteration 18Q: 3 clusters Score -976130.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -976143.062500 Penalty: 4491.034668
	Iteration 19Q: 3 clusters Score -976143.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -976161.187500 Penalty: 4491.034668
	Iteration 20F: 3 clusters Score -976161.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -976180.250000 Penalty: 4491.034668
	Iteration 21Q: 3 clusters Score -976180.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -976201.625000 Penalty: 4491.034668
	Iteration 22Q: 3 clusters Score -976201.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -976211.250000 Penalty: 4491.034668
	Iteration 23Q: 3 clusters Score -976211.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -976222.000000 Penalty: 4491.034668
	Iteration 24Q: 3 clusters Score -976222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -976235.062500 Penalty: 4491.034668
	Iteration 25Q: 3 clusters Score -976235.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -976238.937500 Penalty: 4491.034668
	Iteration 26Q: 3 clusters Score -976238.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -976243.625000 Penalty: 4491.034668
	Iteration 27Q: 3 clusters Score -976243.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -976246.750000 Penalty: 4491.034668
	Iteration 28Q: 3 clusters Score -976246.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -976249.250000 Penalty: 4491.034668
	Iteration 29Q: 3 clusters Score -976249.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -976250.812500 Penalty: 4491.034668
	Iteration 30Q: 3 clusters Score -976250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -976251.625000 Penalty: 4491.034668
	Iteration 31Q: 3 clusters Score -976251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -976251.750000 Penalty: 4491.034668
	Iteration 32Q: 3 clusters Score -976251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -976251.625000 Penalty: 4491.034668
	Iteration 33Q: 3 clusters Score -976251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -976251.937500 Penalty: 4491.034668
	Iteration 34Q: 3 clusters Score -976251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -976252.625000 Penalty: 4491.034668
	Iteration 35Q: 3 clusters Score -976252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -976252.375000 Penalty: 4491.034668
	Iteration 36Q: 3 clusters Score -976252.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -976252.375000 Penalty: 4491.034668
	Iteration 37Q: 3 clusters Score -976252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -976253.937500 Penalty: 4491.034668
	Iteration 38Q: 3 clusters Score -976253.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -976253.312500 Penalty: 4491.034668
	Iteration 39Q: 3 clusters Score -976253.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -976253.187500 Penalty: 4491.034668
	Iteration 40F: 3 clusters Score -976253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -976255.750000 Penalty: 4491.034668
	Iteration 41Q: 3 clusters Score -976255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -976256.312500 Penalty: 4491.034668
	Iteration 42Q: 3 clusters Score -976256.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -976256.312500 Penalty: 4491.034668
	Iteration 43F: 3 clusters Score -976256.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -714103.000000 Penalty: 2142.354248
	Iteration 0F: 2 clusters Score -714103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -709158.937500 Penalty: 4284.708496
	Iteration 0F: 3 clusters Score -709158.9 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -710369.125000 Penalty: 4284.708496
	Iteration 1F: 3 clusters Score -710369.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -710641.750000 Penalty: 4284.708496
	Iteration 2F: 3 clusters Score -710641.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -710834.062500 Penalty: 4284.708496
	Iteration 3F: 3 clusters Score -710834.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -711031.000000 Penalty: 4284.708496
	Iteration 4Q: 3 clusters Score -711031 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -711235.625000 Penalty: 4284.708496
	Iteration 5F: 3 clusters Score -711235.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -711429.375000 Penalty: 4284.708496
	Iteration 6Q: 3 clusters Score -711429.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -711581.625000 Penalty: 4284.708496
	Iteration 7Q: 3 clusters Score -711581.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -711710.062500 Penalty: 4284.708496
	Iteration 8Q: 3 clusters Score -711710.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -711805.187500 Penalty: 4284.708496
	Iteration 9Q: 3 clusters Score -711805.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -711865.625000 Penalty: 4284.708496
	Iteration 10Q: 3 clusters Score -711865.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -711898.875000 Penalty: 4284.708496
	Iteration 11Q: 3 clusters Score -711898.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -711928.000000 Penalty: 4284.708496
	Iteration 12Q: 3 clusters Score -711928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -711945.000000 Penalty: 4284.708496
	Iteration 13Q: 3 clusters Score -711945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -711967.500000 Penalty: 4284.708496
	Iteration 14Q: 3 clusters Score -711967.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -711985.437500 Penalty: 4284.708496
	Iteration 15Q: 3 clusters Score -711985.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -712008.687500 Penalty: 4284.708496
	Iteration 16Q: 3 clusters Score -712008.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -712033.437500 Penalty: 4284.708496
	Iteration 17Q: 3 clusters Score -712033.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -712049.437500 Penalty: 4284.708496
	Iteration 18Q: 3 clusters Score -712049.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -712063.937500 Penalty: 4284.708496
	Iteration 19Q: 3 clusters Score -712063.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -712075.562500 Penalty: 4284.708496
	Iteration 20F: 3 clusters Score -712075.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -712086.750000 Penalty: 4284.708496
	Iteration 21Q: 3 clusters Score -712086.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -712094.062500 Penalty: 4284.708496
	Iteration 22Q: 3 clusters Score -712094.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -712095.750000 Penalty: 4284.708496
	Iteration 23Q: 3 clusters Score -712095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -712098.125000 Penalty: 4284.708496
	Iteration 24Q: 3 clusters Score -712098.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -712101.937500 Penalty: 4284.708496
	Iteration 25Q: 3 clusters Score -712101.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -712105.312500 Penalty: 4284.708496
	Iteration 26Q: 3 clusters Score -712105.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -712110.125000 Penalty: 4284.708496
	Iteration 27Q: 3 clusters Score -712110.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -712113.812500 Penalty: 4284.708496
	Iteration 28Q: 3 clusters Score -712113.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -712120.187500 Penalty: 4284.708496
	Iteration 29Q: 3 clusters Score -712120.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -712125.500000 Penalty: 4284.708496
	Iteration 30Q: 3 clusters Score -712125.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -712130.187500 Penalty: 4284.708496
	Iteration 31Q: 3 clusters Score -712130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -712134.812500 Penalty: 4284.708496
	Iteration 32Q: 3 clusters Score -712134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -712136.812500 Penalty: 4284.708496
	Iteration 33Q: 3 clusters Score -712136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -712138.375000 Penalty: 4284.708496
	Iteration 34Q: 3 clusters Score -712138.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -712140.375000 Penalty: 4284.708496
	Iteration 35Q: 3 clusters Score -712140.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -712141.687500 Penalty: 4284.708496
	Iteration 36Q: 3 clusters Score -712141.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -712146.625000 Penalty: 4284.708496
	Iteration 37Q: 3 clusters Score -712146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -712150.062500 Penalty: 4284.708496
	Iteration 38Q: 3 clusters Score -712150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -712151.625000 Penalty: 4284.708496
	Iteration 39Q: 3 clusters Score -712151.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -712153.062500 Penalty: 4284.708496
	Iteration 40F: 3 clusters Score -712153.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -712153.875000 Penalty: 4284.708496
	Iteration 41Q: 3 clusters Score -712153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -712154.312500 Penalty: 4284.708496
	Iteration 42Q: 3 clusters Score -712154.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -712156.312500 Penalty: 4284.708496
	Iteration 43Q: 3 clusters Score -712156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -712158.562500 Penalty: 4284.708496
	Iteration 44Q: 3 clusters Score -712158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -712162.125000 Penalty: 4284.708496
	Iteration 45Q: 3 clusters Score -712162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -712161.437500 Penalty: 4284.708496
	Iteration 46Q: 3 clusters Score -712161.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -712162.562500 Penalty: 4284.708496
	Iteration 47Q: 3 clusters Score -712162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -712164.187500 Penalty: 4284.708496
	Iteration 48Q: 3 clusters Score -712164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -712166.375000 Penalty: 4284.708496
	Iteration 49Q: 3 clusters Score -712166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -712167.437500 Penalty: 4284.708496
	Iteration 50Q: 3 clusters Score -712167.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -712168.187500 Penalty: 4284.708496
	Iteration 51Q: 3 clusters Score -712168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -712168.000000 Penalty: 4284.708496
	Iteration 52Q: 3 clusters Score -712168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -712168.000000 Penalty: 4284.708496
	Iteration 53F: 3 clusters Score -712168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (105418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105418 members 
Entering Unmasked Estep 
Score: -13366536.000000 Penalty: 2868.291016
	Iteration 0F: 2 clusters Score -1.336654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -13295998.000000 Penalty: 5736.582031
	Iteration 0F: 3 clusters Score -1.3296e+07 nChanged 49850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -13324355.000000 Penalty: 5736.582031
	Iteration 1F: 3 clusters Score -1.332436e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -13325137.000000 Penalty: 5736.582031
	Iteration 2Q: 3 clusters Score -1.332514e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -13326064.000000 Penalty: 5736.582031
	Iteration 3Q: 3 clusters Score -1.332606e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -13327059.000000 Penalty: 5736.582031
	Iteration 4Q: 3 clusters Score -1.332706e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -13328158.000000 Penalty: 5736.582031
	Iteration 5Q: 3 clusters Score -1.332816e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -13329514.000000 Penalty: 5736.582031
	Iteration 6Q: 3 clusters Score -1.332951e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -13331238.000000 Penalty: 5736.582031
	Iteration 7Q: 3 clusters Score -1.333124e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -13333620.000000 Penalty: 5736.582031
	Iteration 8Q: 3 clusters Score -1.333362e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -13336129.000000 Penalty: 5736.582031
	Iteration 9F: 3 clusters Score -1.333613e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -13338584.000000 Penalty: 5736.582031
	Iteration 10F: 3 clusters Score -1.333858e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -13340703.000000 Penalty: 5736.582031
	Iteration 11Q: 3 clusters Score -1.33407e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -13342392.000000 Penalty: 5736.582031
	Iteration 12Q: 3 clusters Score -1.334239e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -13343510.000000 Penalty: 5736.582031
	Iteration 13Q: 3 clusters Score -1.334351e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -13344535.000000 Penalty: 5736.582031
	Iteration 14Q: 3 clusters Score -1.334454e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -13345607.000000 Penalty: 5736.582031
	Iteration 15Q: 3 clusters Score -1.334561e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -13346609.000000 Penalty: 5736.582031
	Iteration 16Q: 3 clusters Score -1.334661e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -13347659.000000 Penalty: 5736.582031
	Iteration 17Q: 3 clusters Score -1.334766e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -13348744.000000 Penalty: 5736.582031
	Iteration 18Q: 3 clusters Score -1.334874e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68883 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -13349844.000000 Penalty: 5736.582031
	Iteration 19Q: 3 clusters Score -1.334984e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -13350784.000000 Penalty: 5736.582031
	Iteration 20F: 3 clusters Score -1.335078e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -13351717.000000 Penalty: 5736.582031
	Iteration 21Q: 3 clusters Score -1.335172e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -13352699.000000 Penalty: 5736.582031
	Iteration 22Q: 3 clusters Score -1.33527e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75734 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -13353488.000000 Penalty: 5736.582031
	Iteration 23Q: 3 clusters Score -1.335349e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -13354111.000000 Penalty: 5736.582031
	Iteration 24Q: 3 clusters Score -1.335411e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -13354677.000000 Penalty: 5736.582031
	Iteration 25Q: 3 clusters Score -1.335468e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -13355233.000000 Penalty: 5736.582031
	Iteration 26Q: 3 clusters Score -1.335523e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -13355723.000000 Penalty: 5736.582031
	Iteration 27Q: 3 clusters Score -1.335572e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -13356195.000000 Penalty: 5736.582031
	Iteration 28Q: 3 clusters Score -1.33562e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -13356706.000000 Penalty: 5736.582031
	Iteration 29Q: 3 clusters Score -1.335671e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -13357140.000000 Penalty: 5736.582031
	Iteration 30Q: 3 clusters Score -1.335714e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -13357566.000000 Penalty: 5736.582031
	Iteration 31Q: 3 clusters Score -1.335757e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -13358042.000000 Penalty: 5736.582031
	Iteration 32Q: 3 clusters Score -1.335804e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -13358493.000000 Penalty: 5736.582031
	Iteration 33Q: 3 clusters Score -1.335849e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91364 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -13358860.000000 Penalty: 5736.582031
	Iteration 34Q: 3 clusters Score -1.335886e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -13359271.000000 Penalty: 5736.582031
	Iteration 35Q: 3 clusters Score -1.335927e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -13359673.000000 Penalty: 5736.582031
	Iteration 36Q: 3 clusters Score -1.335967e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94970 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -13360105.000000 Penalty: 5736.582031
	Iteration 37Q: 3 clusters Score -1.33601e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -13360525.000000 Penalty: 5736.582031
	Iteration 38Q: 3 clusters Score -1.336052e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -13360985.000000 Penalty: 5736.582031
	Iteration 39Q: 3 clusters Score -1.336098e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -13361457.000000 Penalty: 5736.582031
	Iteration 40F: 3 clusters Score -1.336146e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99217 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -13361961.000000 Penalty: 5736.582031
	Iteration 41Q: 3 clusters Score -1.336196e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100108 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -13362280.000000 Penalty: 5736.582031
	Iteration 42Q: 3 clusters Score -1.336228e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -13362574.000000 Penalty: 5736.582031
	Iteration 43Q: 3 clusters Score -1.336257e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -13362916.000000 Penalty: 5736.582031
	Iteration 44Q: 3 clusters Score -1.336292e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102078 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -13363202.000000 Penalty: 5736.582031
	Iteration 45Q: 3 clusters Score -1.33632e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -13363368.000000 Penalty: 5736.582031
	Iteration 46Q: 3 clusters Score -1.336337e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102908 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -13363559.000000 Penalty: 5736.582031
	Iteration 47Q: 3 clusters Score -1.336356e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103175 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -13363640.000000 Penalty: 5736.582031
	Iteration 48Q: 3 clusters Score -1.336364e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103396 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13363708.000000 Penalty: 5736.582031
	Iteration 49Q: 3 clusters Score -1.336371e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103568 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -13363825.000000 Penalty: 5736.582031
	Iteration 50Q: 3 clusters Score -1.336382e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103692 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -13363877.000000 Penalty: 5736.582031
	Iteration 51Q: 3 clusters Score -1.336388e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103810 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -13363960.000000 Penalty: 5736.582031
	Iteration 52Q: 3 clusters Score -1.336396e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103900 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -13363996.000000 Penalty: 5736.582031
	Iteration 53Q: 3 clusters Score -1.3364e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103972 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13364041.000000 Penalty: 5736.582031
	Iteration 54Q: 3 clusters Score -1.336404e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104027 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -13364081.000000 Penalty: 5736.582031
	Iteration 55Q: 3 clusters Score -1.336408e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104072 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -13364115.000000 Penalty: 5736.582031
	Iteration 56Q: 3 clusters Score -1.336412e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104112 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -13364118.000000 Penalty: 5736.582031
	Iteration 57Q: 3 clusters Score -1.336412e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -13364136.000000 Penalty: 5736.582031
	Iteration 58Q: 3 clusters Score -1.336414e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104168 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -13364150.000000 Penalty: 5736.582031
	Iteration 59Q: 3 clusters Score -1.336415e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104188 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -13364147.000000 Penalty: 5736.582031
	Iteration 60F: 3 clusters Score -1.336415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104209 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -13364170.000000 Penalty: 5736.582031
	Iteration 61Q: 3 clusters Score -1.336417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104224 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -13364170.000000 Penalty: 5736.582031
	Iteration 62Q: 3 clusters Score -1.336417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -13364171.000000 Penalty: 5736.582031
	Iteration 63Q: 3 clusters Score -1.336417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -13364153.000000 Penalty: 5736.582031
	Iteration 64Q: 3 clusters Score -1.336415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104260 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13364162.000000 Penalty: 5736.582031
	Iteration 65Q: 3 clusters Score -1.336416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -13364179.000000 Penalty: 5736.582031
	Iteration 66Q: 3 clusters Score -1.336418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13364179.000000 Penalty: 5736.582031
	Iteration 67Q: 3 clusters Score -1.336418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -13364168.000000 Penalty: 5736.582031
	Iteration 68Q: 3 clusters Score -1.336417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104293 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -13364177.000000 Penalty: 5736.582031
	Iteration 69Q: 3 clusters Score -1.336418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104296 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13364187.000000 Penalty: 5736.582031
	Iteration 70Q: 3 clusters Score -1.336419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104298 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -13364189.000000 Penalty: 5736.582031
	Iteration 71Q: 3 clusters Score -1.336419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13364184.000000 Penalty: 5736.582031
	Iteration 72Q: 3 clusters Score -1.336418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13364185.000000 Penalty: 5736.582031
	Iteration 73Q: 3 clusters Score -1.336418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104304 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13364179.000000 Penalty: 5736.582031
	Iteration 74Q: 3 clusters Score -1.336418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104305 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13364178.000000 Penalty: 5736.582031
	Iteration 75Q: 3 clusters Score -1.336418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104305 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13364177.000000 Penalty: 5736.582031
	Iteration 76Q: 3 clusters Score -1.336418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104305 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13364187.000000 Penalty: 5736.582031
	Iteration 77Q: 3 clusters Score -1.336419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104306 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -13364187.000000 Penalty: 5736.582031
	Iteration 78Q: 3 clusters Score -1.336419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104307 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13364193.000000 Penalty: 5736.582031
	Iteration 79Q: 3 clusters Score -1.336419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -13364194.000000 Penalty: 5736.582031
	Iteration 80F: 3 clusters Score -1.336419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104309 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13364190.000000 Penalty: 5736.582031
	Iteration 81Q: 3 clusters Score -1.336419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -13364191.000000 Penalty: 5736.582031
	Iteration 82Q: 3 clusters Score -1.336419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104309 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13364192.000000 Penalty: 5736.582031
	Iteration 83Q: 3 clusters Score -1.336419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104310 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13364185.000000 Penalty: 5736.582031
	Iteration 84Q: 3 clusters Score -1.336418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104310 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13364185.000000 Penalty: 5736.582031
	Iteration 85F: 3 clusters Score -1.336418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -185761.437500 Penalty: 1821.009277
	Iteration 0F: 2 clusters Score -185761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -183441.312500 Penalty: 3642.018555
	Iteration 0F: 3 clusters Score -183441.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -183828.750000 Penalty: 3642.018555
	Iteration 1F: 3 clusters Score -183828.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -183963.625000 Penalty: 3642.018555
	Iteration 2F: 3 clusters Score -183963.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -184055.062500 Penalty: 3642.018555
	Iteration 3F: 3 clusters Score -184055.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -184120.828125 Penalty: 3642.018555
	Iteration 4Q: 3 clusters Score -184120.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -184182.484375 Penalty: 3642.018555
	Iteration 5Q: 3 clusters Score -184182.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -184232.671875 Penalty: 3642.018555
	Iteration 6Q: 3 clusters Score -184232.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -184309.000000 Penalty: 3642.018555
	Iteration 7Q: 3 clusters Score -184309 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -184388.500000 Penalty: 3642.018555
	Iteration 8Q: 3 clusters Score -184388.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -184474.078125 Penalty: 3642.018555
	Iteration 9Q: 3 clusters Score -184474.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -184544.156250 Penalty: 3642.018555
	Iteration 10Q: 3 clusters Score -184544.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -184608.359375 Penalty: 3642.018555
	Iteration 11Q: 3 clusters Score -184608.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -184658.234375 Penalty: 3642.018555
	Iteration 12Q: 3 clusters Score -184658.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -184717.984375 Penalty: 3642.018555
	Iteration 13Q: 3 clusters Score -184718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -184767.546875 Penalty: 3642.018555
	Iteration 14Q: 3 clusters Score -184767.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -184810.984375 Penalty: 3642.018555
	Iteration 15Q: 3 clusters Score -184811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -184844.796875 Penalty: 3642.018555
	Iteration 16Q: 3 clusters Score -184844.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -184864.906250 Penalty: 3642.018555
	Iteration 17Q: 3 clusters Score -184864.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -184880.437500 Penalty: 3642.018555
	Iteration 18Q: 3 clusters Score -184880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -184885.593750 Penalty: 3642.018555
	Iteration 19Q: 3 clusters Score -184885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -184894.687500 Penalty: 3642.018555
	Iteration 20F: 3 clusters Score -184894.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -184903.000000 Penalty: 3642.018555
	Iteration 21Q: 3 clusters Score -184903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -184913.156250 Penalty: 3642.018555
	Iteration 22Q: 3 clusters Score -184913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -184915.328125 Penalty: 3642.018555
	Iteration 23Q: 3 clusters Score -184915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -184915.328125 Penalty: 3642.018555
	Iteration 24F: 3 clusters Score -184915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Entering Unmasked Estep 
Score: -1382083.750000 Penalty: 2334.351807
	Iteration 0F: 2 clusters Score -1382084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1373060.000000 Penalty: 4668.703613
	Iteration 0F: 3 clusters Score -1373060 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1376232.625000 Penalty: 4668.703613
	Iteration 1F: 3 clusters Score -1376233 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1377064.875000 Penalty: 4668.703613
	Iteration 2F: 3 clusters Score -1377065 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1377729.000000 Penalty: 4668.703613
	Iteration 3F: 3 clusters Score -1377729 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1378161 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1378463.625000 Penalty: 4668.703613
	Iteration 5Q: 3 clusters Score -1378464 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1378694 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1378889.750000 Penalty: 4668.703613
	Iteration 7Q: 3 clusters Score -1378890 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1379048 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1379188.000000 Penalty: 4668.703613
	Iteration 9Q: 3 clusters Score -1379188 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1379311.625000 Penalty: 4668.703613
	Iteration 10Q: 3 clusters Score -1379312 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1379431.250000 Penalty: 4668.703613
	Iteration 11Q: 3 clusters Score -1379431 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1379532.250000 Penalty: 4668.703613
	Iteration 12Q: 3 clusters Score -1379532 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1379633.625000 Penalty: 4668.703613
	Iteration 13Q: 3 clusters Score -1379634 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1379715.000000 Penalty: 4668.703613
	Iteration 14Q: 3 clusters Score -1379715 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1379782.000000 Penalty: 4668.703613
	Iteration 15Q: 3 clusters Score -1379782 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1379855.250000 Penalty: 4668.703613
	Iteration 16Q: 3 clusters Score -1379855 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1379920.875000 Penalty: 4668.703613
	Iteration 17Q: 3 clusters Score -1379921 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1379992.250000 Penalty: 4668.703613
	Iteration 18Q: 3 clusters Score -1379992 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1380050.750000 Penalty: 4668.703613
	Iteration 19Q: 3 clusters Score -1380051 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1380113.875000 Penalty: 4668.703613
	Iteration 20F: 3 clusters Score -1380114 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1380168.125000 Penalty: 4668.703613
	Iteration 21Q: 3 clusters Score -1380168 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1380216.000000 Penalty: 4668.703613
	Iteration 22Q: 3 clusters Score -1380216 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1380269.750000 Penalty: 4668.703613
	Iteration 23Q: 3 clusters Score -1380270 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1380315.125000 Penalty: 4668.703613
	Iteration 24Q: 3 clusters Score -1380315 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1380349.750000 Penalty: 4668.703613
	Iteration 25Q: 3 clusters Score -1380350 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1380381.125000 Penalty: 4668.703613
	Iteration 26Q: 3 clusters Score -1380381 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1380410.625000 Penalty: 4668.703613
	Iteration 27Q: 3 clusters Score -1380411 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1380439.625000 Penalty: 4668.703613
	Iteration 28Q: 3 clusters Score -1380440 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1380467.000000 Penalty: 4668.703613
	Iteration 29Q: 3 clusters Score -1380467 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1380496.875000 Penalty: 4668.703613
	Iteration 30Q: 3 clusters Score -1380497 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1380527.875000 Penalty: 4668.703613
	Iteration 31Q: 3 clusters Score -1380528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1380557.500000 Penalty: 4668.703613
	Iteration 32Q: 3 clusters Score -1380558 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1380586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1380609.750000 Penalty: 4668.703613
	Iteration 34Q: 3 clusters Score -1380610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1380626 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1380656.500000 Penalty: 4668.703613
	Iteration 36Q: 3 clusters Score -1380656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1380692.625000 Penalty: 4668.703613
	Iteration 37Q: 3 clusters Score -1380693 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1380724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1380743.500000 Penalty: 4668.703613
	Iteration 39Q: 3 clusters Score -1380744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1380757.000000 Penalty: 4668.703613
	Iteration 40F: 3 clusters Score -1380757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1380777.750000 Penalty: 4668.703613
	Iteration 41Q: 3 clusters Score -1380778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1380791.000000 Penalty: 4668.703613
	Iteration 42Q: 3 clusters Score -1380791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1380808.750000 Penalty: 4668.703613
	Iteration 43Q: 3 clusters Score -1380809 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1380825.250000 Penalty: 4668.703613
	Iteration 44Q: 3 clusters Score -1380825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1380834.375000 Penalty: 4668.703613
	Iteration 45Q: 3 clusters Score -1380834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1380841.875000 Penalty: 4668.703613
	Iteration 46Q: 3 clusters Score -1380842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1380852.625000 Penalty: 4668.703613
	Iteration 47Q: 3 clusters Score -1380853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1380869.250000 Penalty: 4668.703613
	Iteration 48Q: 3 clusters Score -1380869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1380877.500000 Penalty: 4668.703613
	Iteration 49Q: 3 clusters Score -1380878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1380889.750000 Penalty: 4668.703613
	Iteration 50Q: 3 clusters Score -1380890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1380906.250000 Penalty: 4668.703613
	Iteration 51Q: 3 clusters Score -1380906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1380915.625000 Penalty: 4668.703613
	Iteration 52Q: 3 clusters Score -1380916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1380926.000000 Penalty: 4668.703613
	Iteration 53Q: 3 clusters Score -1380926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1380941.125000 Penalty: 4668.703613
	Iteration 54Q: 3 clusters Score -1380941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1380954.625000 Penalty: 4668.703613
	Iteration 55Q: 3 clusters Score -1380955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1380960.875000 Penalty: 4668.703613
	Iteration 56Q: 3 clusters Score -1380961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1380970.000000 Penalty: 4668.703613
	Iteration 57Q: 3 clusters Score -1380970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1380976.875000 Penalty: 4668.703613
	Iteration 58Q: 3 clusters Score -1380977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1380984.750000 Penalty: 4668.703613
	Iteration 59Q: 3 clusters Score -1380985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1380988.250000 Penalty: 4668.703613
	Iteration 60F: 3 clusters Score -1380988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1380994.125000 Penalty: 4668.703613
	Iteration 61Q: 3 clusters Score -1380994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1381002.125000 Penalty: 4668.703613
	Iteration 62Q: 3 clusters Score -1381002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1381010.500000 Penalty: 4668.703613
	Iteration 63Q: 3 clusters Score -1381010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1381020.500000 Penalty: 4668.703613
	Iteration 64Q: 3 clusters Score -1381020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1381025.750000 Penalty: 4668.703613
	Iteration 65Q: 3 clusters Score -1381026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1381033.750000 Penalty: 4668.703613
	Iteration 66Q: 3 clusters Score -1381034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1381039.875000 Penalty: 4668.703613
	Iteration 67Q: 3 clusters Score -1381040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1381044.125000 Penalty: 4668.703613
	Iteration 68Q: 3 clusters Score -1381044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1381048.875000 Penalty: 4668.703613
	Iteration 69Q: 3 clusters Score -1381049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1381058.000000 Penalty: 4668.703613
	Iteration 70Q: 3 clusters Score -1381058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1381065.375000 Penalty: 4668.703613
	Iteration 71Q: 3 clusters Score -1381065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1381073.875000 Penalty: 4668.703613
	Iteration 72Q: 3 clusters Score -1381074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1381076.375000 Penalty: 4668.703613
	Iteration 73Q: 3 clusters Score -1381076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1381084.875000 Penalty: 4668.703613
	Iteration 74Q: 3 clusters Score -1381085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1381089.750000 Penalty: 4668.703613
	Iteration 75Q: 3 clusters Score -1381090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1381091.875000 Penalty: 4668.703613
	Iteration 76Q: 3 clusters Score -1381092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1381096.750000 Penalty: 4668.703613
	Iteration 77Q: 3 clusters Score -1381097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1381098.625000 Penalty: 4668.703613
	Iteration 78Q: 3 clusters Score -1381099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1381098.500000 Penalty: 4668.703613
	Iteration 79Q: 3 clusters Score -1381098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1381098.625000 Penalty: 4668.703613
	Iteration 80F: 3 clusters Score -1381099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1381101.375000 Penalty: 4668.703613
	Iteration 81Q: 3 clusters Score -1381101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1381103.125000 Penalty: 4668.703613
	Iteration 82Q: 3 clusters Score -1381103 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1381103.625000 Penalty: 4668.703613
	Iteration 83Q: 3 clusters Score -1381104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1381105.750000 Penalty: 4668.703613
	Iteration 84Q: 3 clusters Score -1381106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1381106.250000 Penalty: 4668.703613
	Iteration 85Q: 3 clusters Score -1381106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1381111.125000 Penalty: 4668.703613
	Iteration 86Q: 3 clusters Score -1381111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1381112.750000 Penalty: 4668.703613
	Iteration 87Q: 3 clusters Score -1381113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1381112.500000 Penalty: 4668.703613
	Iteration 88Q: 3 clusters Score -1381112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1381122.500000 Penalty: 4668.703613
	Iteration 89Q: 3 clusters Score -1381122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1381131.125000 Penalty: 4668.703613
	Iteration 90Q: 3 clusters Score -1381131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1381140.500000 Penalty: 4668.703613
	Iteration 91Q: 3 clusters Score -1381140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1381147.375000 Penalty: 4668.703613
	Iteration 92Q: 3 clusters Score -1381147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1381148.500000 Penalty: 4668.703613
	Iteration 93Q: 3 clusters Score -1381148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1381152.875000 Penalty: 4668.703613
	Iteration 94Q: 3 clusters Score -1381153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1381158.625000 Penalty: 4668.703613
	Iteration 95Q: 3 clusters Score -1381159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1381171.375000 Penalty: 4668.703613
	Iteration 96Q: 3 clusters Score -1381171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1381181.625000 Penalty: 4668.703613
	Iteration 97Q: 3 clusters Score -1381182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1381199.000000 Penalty: 4668.703613
	Iteration 98Q: 3 clusters Score -1381199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1381206.500000 Penalty: 4668.703613
	Iteration 99Q: 3 clusters Score -1381206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1381219.125000 Penalty: 4668.703613
	Iteration 100F: 3 clusters Score -1381219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1381242.500000 Penalty: 4668.703613
	Iteration 101Q: 3 clusters Score -1381242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1381255.250000 Penalty: 4668.703613
	Iteration 102Q: 3 clusters Score -1381255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1381271.000000 Penalty: 4668.703613
	Iteration 103Q: 3 clusters Score -1381271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1381280.375000 Penalty: 4668.703613
	Iteration 104Q: 3 clusters Score -1381280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1381290.375000 Penalty: 4668.703613
	Iteration 105Q: 3 clusters Score -1381290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1381293.250000 Penalty: 4668.703613
	Iteration 106Q: 3 clusters Score -1381293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1381305.125000 Penalty: 4668.703613
	Iteration 107Q: 3 clusters Score -1381305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1381312.125000 Penalty: 4668.703613
	Iteration 108Q: 3 clusters Score -1381312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1381328.750000 Penalty: 4668.703613
	Iteration 109Q: 3 clusters Score -1381329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1381354.000000 Penalty: 4668.703613
	Iteration 110Q: 3 clusters Score -1381354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1381385.375000 Penalty: 4668.703613
	Iteration 111Q: 3 clusters Score -1381385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1381429.000000 Penalty: 4668.703613
	Iteration 112Q: 3 clusters Score -1381429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1381449.625000 Penalty: 4668.703613
	Iteration 113Q: 3 clusters Score -1381450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1381465.875000 Penalty: 4668.703613
	Iteration 114Q: 3 clusters Score -1381466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1381479.750000 Penalty: 4668.703613
	Iteration 115Q: 3 clusters Score -1381480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1381489.375000 Penalty: 4668.703613
	Iteration 116Q: 3 clusters Score -1381489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1381494.875000 Penalty: 4668.703613
	Iteration 117Q: 3 clusters Score -1381495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1381497.500000 Penalty: 4668.703613
	Iteration 118Q: 3 clusters Score -1381498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1381497.625000 Penalty: 4668.703613
	Iteration 119Q: 3 clusters Score -1381498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1381499.000000 Penalty: 4668.703613
	Iteration 120F: 3 clusters Score -1381499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1381500.125000 Penalty: 4668.703613
	Iteration 121Q: 3 clusters Score -1381500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1381500.625000 Penalty: 4668.703613
	Iteration 122Q: 3 clusters Score -1381501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1381500.625000 Penalty: 4668.703613
	Iteration 123F: 3 clusters Score -1381501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -285587.875000 Penalty: 1929.203979
	Iteration 0F: 2 clusters Score -285587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -282723.750000 Penalty: 3858.407959
	Iteration 0F: 3 clusters Score -282723.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -283242.968750 Penalty: 3858.407959
	Iteration 1F: 3 clusters Score -283243 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -283388.437500 Penalty: 3858.407959
	Iteration 2F: 3 clusters Score -283388.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -283461.593750 Penalty: 3858.407959
	Iteration 3Q: 3 clusters Score -283461.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -283498.281250 Penalty: 3858.407959
	Iteration 4Q: 3 clusters Score -283498.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -283522.781250 Penalty: 3858.407959
	Iteration 5Q: 3 clusters Score -283522.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -283542.250000 Penalty: 3858.407959
	Iteration 6Q: 3 clusters Score -283542.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -283557.812500 Penalty: 3858.407959
	Iteration 7Q: 3 clusters Score -283557.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -283572.968750 Penalty: 3858.407959
	Iteration 8Q: 3 clusters Score -283573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -283586.500000 Penalty: 3858.407959
	Iteration 9Q: 3 clusters Score -283586.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -283596.500000 Penalty: 3858.407959
	Iteration 10Q: 3 clusters Score -283596.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -283607.937500 Penalty: 3858.407959
	Iteration 11Q: 3 clusters Score -283607.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -283617.437500 Penalty: 3858.407959
	Iteration 12Q: 3 clusters Score -283617.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -283621.500000 Penalty: 3858.407959
	Iteration 13Q: 3 clusters Score -283621.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -283624.843750 Penalty: 3858.407959
	Iteration 14Q: 3 clusters Score -283624.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -283627.031250 Penalty: 3858.407959
	Iteration 15Q: 3 clusters Score -283627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -283631.125000 Penalty: 3858.407959
	Iteration 16Q: 3 clusters Score -283631.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -283634.718750 Penalty: 3858.407959
	Iteration 17Q: 3 clusters Score -283634.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -283636.437500 Penalty: 3858.407959
	Iteration 18Q: 3 clusters Score -283636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -283637.750000 Penalty: 3858.407959
	Iteration 19Q: 3 clusters Score -283637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -283640.343750 Penalty: 3858.407959
	Iteration 20F: 3 clusters Score -283640.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -283641.468750 Penalty: 3858.407959
	Iteration 21Q: 3 clusters Score -283641.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -283641.593750 Penalty: 3858.407959
	Iteration 22Q: 3 clusters Score -283641.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -283641.593750 Penalty: 3858.407959
	Iteration 23F: 3 clusters Score -283641.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -67278.757812 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -67278.76 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 321 members 
Entering Unmasked Estep 
Score: -65820.546875 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -65820.55 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66346.632812 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -66346.63 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66488.210938 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -66488.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66552.679688 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -66552.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66618.375000 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -66618.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -66699.156250 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -66699.16 nChanged 12
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: -66745.703125 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66745.7 nChanged 14
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: -66782.570312 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66782.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66826.750000 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66826.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66877.320312 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -66877.32 nChanged 7
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: -66913.234375 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -66913.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -66932.078125 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -66932.08 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: -66945.765625 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -66945.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -66959.578125 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -66959.58 nChanged 3
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: -67015.640625 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -67015.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -67062.148438 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -67062.15 nChanged 1
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: -67064.171875 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -67064.17 nChanged 0
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: -67064.171875 Penalty: 3197.076904
	Iteration 17F: 3 clusters Score -67064.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Entering Unmasked Estep 
Score: -5904060.000000 Penalty: 2660.873291
	Iteration 0F: 2 clusters Score -5904060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -5873148.000000 Penalty: 5321.746582
	Iteration 0F: 3 clusters Score -5873148 nChanged 21102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -5884838.000000 Penalty: 5321.746582
	Iteration 1F: 3 clusters Score -5884838 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -5885327.000000 Penalty: 5321.746582
	Iteration 2Q: 3 clusters Score -5885327 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -5885830.000000 Penalty: 5321.746582
	Iteration 3Q: 3 clusters Score -5885830 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -5886387.000000 Penalty: 5321.746582
	Iteration 4Q: 3 clusters Score -5886387 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -5887027.000000 Penalty: 5321.746582
	Iteration 5Q: 3 clusters Score -5887027 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -5887852.000000 Penalty: 5321.746582
	Iteration 6Q: 3 clusters Score -5887852 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -5889032.000000 Penalty: 5321.746582
	Iteration 7F: 3 clusters Score -5889032 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -5890534.000000 Penalty: 5321.746582
	Iteration 8F: 3 clusters Score -5890534 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -5892362.000000 Penalty: 5321.746582
	Iteration 9F: 3 clusters Score -5892362 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -5894183.000000 Penalty: 5321.746582
	Iteration 10F: 3 clusters Score -5894183 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5895905.500000 Penalty: 5321.746582
	Iteration 11F: 3 clusters Score -5895906 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -5897486.000000 Penalty: 5321.746582
	Iteration 12Q: 3 clusters Score -5897486 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -5898821.000000 Penalty: 5321.746582
	Iteration 13Q: 3 clusters Score -5898821 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -5899877.000000 Penalty: 5321.746582
	Iteration 14Q: 3 clusters Score -5899877 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -5900554.000000 Penalty: 5321.746582
	Iteration 15Q: 3 clusters Score -5900554 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -5900995.500000 Penalty: 5321.746582
	Iteration 16Q: 3 clusters Score -5900996 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -5901310.500000 Penalty: 5321.746582
	Iteration 17Q: 3 clusters Score -5901310 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -5901487.000000 Penalty: 5321.746582
	Iteration 18Q: 3 clusters Score -5901487 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -5901574.000000 Penalty: 5321.746582
	Iteration 19Q: 3 clusters Score -5901574 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5901639.000000 Penalty: 5321.746582
	Iteration 20F: 3 clusters Score -5901639 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -5901679.500000 Penalty: 5321.746582
	Iteration 21Q: 3 clusters Score -5901680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -5901715.500000 Penalty: 5321.746582
	Iteration 22Q: 3 clusters Score -5901716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -5901729.500000 Penalty: 5321.746582
	Iteration 23Q: 3 clusters Score -5901730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -5901765.500000 Penalty: 5321.746582
	Iteration 24Q: 3 clusters Score -5901766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -5901775.500000 Penalty: 5321.746582
	Iteration 25Q: 3 clusters Score -5901776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -5901786.500000 Penalty: 5321.746582
	Iteration 26Q: 3 clusters Score -5901786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -5901805.000000 Penalty: 5321.746582
	Iteration 27Q: 3 clusters Score -5901805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -5901811.500000 Penalty: 5321.746582
	Iteration 28Q: 3 clusters Score -5901812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -5901820.000000 Penalty: 5321.746582
	Iteration 29Q: 3 clusters Score -5901820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -5901825.000000 Penalty: 5321.746582
	Iteration 30Q: 3 clusters Score -5901825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -5901827.000000 Penalty: 5321.746582
	Iteration 31Q: 3 clusters Score -5901827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -5901826.500000 Penalty: 5321.746582
	Iteration 32Q: 3 clusters Score -5901826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -5901829.500000 Penalty: 5321.746582
	Iteration 33Q: 3 clusters Score -5901830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -5901829.500000 Penalty: 5321.746582
	Iteration 34Q: 3 clusters Score -5901830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -5901833.000000 Penalty: 5321.746582
	Iteration 35Q: 3 clusters Score -5901833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -5901829.000000 Penalty: 5321.746582
	Iteration 36Q: 3 clusters Score -5901829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -5901834.500000 Penalty: 5321.746582
	Iteration 37Q: 3 clusters Score -5901834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -5901843.000000 Penalty: 5321.746582
	Iteration 38Q: 3 clusters Score -5901843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -5901846.500000 Penalty: 5321.746582
	Iteration 39Q: 3 clusters Score -5901846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -5901848.500000 Penalty: 5321.746582
	Iteration 40F: 3 clusters Score -5901848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152647 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106289 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258360 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33934 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35452 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105418 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747536.000000 Penalty: 118478.460938
Iteration 439Q: 35 clusters Score -1.577475e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78241 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152647 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106289 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258364 members 
Mstep: Class 15 contains 26881 members 
Mstep: Class 16 contains 33935 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35452 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105418 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747520.000000 Penalty: 118478.460938
Iteration 440F: 35 clusters Score -1.577475e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78240 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152645 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106288 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 258365 members 
Mstep: Class 15 contains 26882 members 
Mstep: Class 16 contains 33936 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35452 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105419 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747552.000000 Penalty: 118478.460938
Iteration 441Q: 35 clusters Score -1.577476e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78239 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152647 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106287 members 
Mstep: Class 13 contains 48021 members 
Mstep: Class 14 contains 258363 members 
Mstep: Class 15 contains 26882 members 
Mstep: Class 16 contains 33938 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35452 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105419 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747568.000000 Penalty: 118478.460938
Iteration 442Q: 35 clusters Score -1.577476e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78238 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152645 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106287 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 258366 members 
Mstep: Class 15 contains 26881 members 
Mstep: Class 16 contains 33940 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35453 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9078 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105419 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747584.000000 Penalty: 118478.460938
Iteration 443Q: 35 clusters Score -1.577476e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78237 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152642 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106284 members 
Mstep: Class 13 contains 48018 members 
Mstep: Class 14 contains 258369 members 
Mstep: Class 15 contains 26882 members 
Mstep: Class 16 contains 33940 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35455 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12244 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747520.000000 Penalty: 118478.460938
Iteration 444Q: 35 clusters Score -1.577475e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78237 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152637 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106281 members 
Mstep: Class 13 contains 48018 members 
Mstep: Class 14 contains 258373 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 16 contains 33940 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35456 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12245 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747456.000000 Penalty: 118478.460938
Iteration 445Q: 35 clusters Score -1.577475e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78237 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152633 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106281 members 
Mstep: Class 13 contains 48018 members 
Mstep: Class 14 contains 258376 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 16 contains 33939 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35458 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5212 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12245 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747488.000000 Penalty: 118478.460938
Iteration 446Q: 35 clusters Score -1.577475e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 78236 members 
Mstep: Class 6 contains 101146 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152625 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106280 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 258384 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 16 contains 33939 members 
Mstep: Class 17 contains 49622 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35458 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5212 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105421 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12245 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747472.000000 Penalty: 118478.460938
Iteration 447Q: 35 clusters Score -1.577475e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15353 members 
Mstep: Class 5 contains 78237 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152619 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106279 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 258388 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 16 contains 33940 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35458 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8559 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105421 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12245 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747392.000000 Penalty: 118478.460938
Iteration 448Q: 35 clusters Score -1.577474e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15353 members 
Mstep: Class 5 contains 78238 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152612 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106279 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 258390 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35458 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5215 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8559 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105421 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12245 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747456.000000 Penalty: 118478.460938
Iteration 449Q: 35 clusters Score -1.577475e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8993 members 
Mstep: Class 4 contains 15353 members 
Mstep: Class 5 contains 78240 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152609 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106276 members 
Mstep: Class 13 contains 48018 members 
Mstep: Class 14 contains 258393 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35457 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5214 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8561 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105421 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12246 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747424.000000 Penalty: 118478.460938
Iteration 450Q: 35 clusters Score -1.577474e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15352 members 
Mstep: Class 5 contains 78241 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152609 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106276 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 258394 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 35456 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8562 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12247 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747424.000000 Penalty: 118478.460938
Iteration 451Q: 35 clusters Score -1.577474e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78241 members 
Mstep: Class 6 contains 101145 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152610 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106276 members 
Mstep: Class 13 contains 48018 members 
Mstep: Class 14 contains 258394 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 20 contains 35454 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8563 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747408.000000 Penalty: 118478.460938
Iteration 452Q: 35 clusters Score -1.577474e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78241 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152606 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106276 members 
Mstep: Class 13 contains 48018 members 
Mstep: Class 14 contains 258396 members 
Mstep: Class 15 contains 26885 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35454 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747408.000000 Penalty: 118478.460938
Iteration 453Q: 35 clusters Score -1.577474e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78243 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152604 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106276 members 
Mstep: Class 13 contains 48018 members 
Mstep: Class 14 contains 258394 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35453 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747392.000000 Penalty: 118478.460938
Iteration 454Q: 35 clusters Score -1.577474e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152607 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106277 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 258389 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35454 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747392.000000 Penalty: 118478.460938
Iteration 455Q: 35 clusters Score -1.577474e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152608 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106278 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 258386 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35454 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747376.000000 Penalty: 118478.460938
Iteration 456Q: 35 clusters Score -1.577474e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152610 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106279 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 258385 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35453 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747392.000000 Penalty: 118478.460938
Iteration 457Q: 35 clusters Score -1.577474e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152611 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106279 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 258386 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35451 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747408.000000 Penalty: 118478.460938
Iteration 458Q: 35 clusters Score -1.577474e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152612 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106279 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 258386 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35450 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747424.000000 Penalty: 118478.460938
Iteration 459Q: 35 clusters Score -1.577474e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152613 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106279 members 
Mstep: Class 13 contains 48018 members 
Mstep: Class 14 contains 258386 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35450 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747408.000000 Penalty: 118478.460938
Iteration 460F: 35 clusters Score -1.577474e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152615 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106279 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 258385 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35450 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747376.000000 Penalty: 118478.460938
Iteration 461Q: 35 clusters Score -1.577474e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152615 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 106279 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 258384 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35450 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747376.000000 Penalty: 118478.460938
Iteration 462Q: 35 clusters Score -1.577474e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152613 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106279 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 258387 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35450 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747344.000000 Penalty: 118478.460938
Iteration 463Q: 35 clusters Score -1.577473e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152610 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106279 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 258391 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35449 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747376.000000 Penalty: 118478.460938
Iteration 464Q: 35 clusters Score -1.577474e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152607 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106279 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 258395 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35448 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747376.000000 Penalty: 118478.460938
Iteration 465Q: 35 clusters Score -1.577474e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 5 contains 78242 members 
Mstep: Class 6 contains 101144 members 
Mstep: Class 7 contains 30948 members 
Mstep: Class 8 contains 152607 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 41404 members 
Mstep: Class 12 contains 106279 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 258395 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 49623 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 35448 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 105420 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157747376.000000 Penalty: 118478.460938
Iteration 466F: 35 clusters Score -1.577474e+08 nChanged 0
Entering ConstructFrom: 
Score: -157747376.000000 Penalty: 118478.460938
Entering ConstructFrom: 
Trying to split cluster 1 (19179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Entering Unmasked Estep 
Score: -2458000.500000 Penalty: 2445.669678
	Iteration 0F: 2 clusters Score -2458000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2444516.750000 Penalty: 4891.339355
	Iteration 0F: 3 clusters Score -2444517 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2448884.250000 Penalty: 4891.339355
	Iteration 1F: 3 clusters Score -2448884 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2449183.500000 Penalty: 4891.339355
	Iteration 2Q: 3 clusters Score -2449184 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2449421.250000 Penalty: 4891.339355
	Iteration 3Q: 3 clusters Score -2449421 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2449659.000000 Penalty: 4891.339355
	Iteration 4Q: 3 clusters Score -2449659 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2449910.250000 Penalty: 4891.339355
	Iteration 5Q: 3 clusters Score -2449910 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2450214.750000 Penalty: 4891.339355
	Iteration 6Q: 3 clusters Score -2450215 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2450630.500000 Penalty: 4891.339355
	Iteration 7Q: 3 clusters Score -2450630 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2451264.750000 Penalty: 4891.339355
	Iteration 8F: 3 clusters Score -2451265 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2452173.500000 Penalty: 4891.339355
	Iteration 9F: 3 clusters Score -2452174 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2453278.250000 Penalty: 4891.339355
	Iteration 10F: 3 clusters Score -2453278 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2454381.000000 Penalty: 4891.339355
	Iteration 11F: 3 clusters Score -2454381 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2455236.250000 Penalty: 4891.339355
	Iteration 12Q: 3 clusters Score -2455236 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2455719.250000 Penalty: 4891.339355
	Iteration 13Q: 3 clusters Score -2455719 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2455985.750000 Penalty: 4891.339355
	Iteration 14Q: 3 clusters Score -2455986 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2456149.000000 Penalty: 4891.339355
	Iteration 15Q: 3 clusters Score -2456149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2456228.000000 Penalty: 4891.339355
	Iteration 16Q: 3 clusters Score -2456228 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2456272.750000 Penalty: 4891.339355
	Iteration 17Q: 3 clusters Score -2456273 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2456300.750000 Penalty: 4891.339355
	Iteration 18Q: 3 clusters Score -2456301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2456323.000000 Penalty: 4891.339355
	Iteration 19Q: 3 clusters Score -2456323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2456344.500000 Penalty: 4891.339355
	Iteration 20F: 3 clusters Score -2456344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2456362.000000 Penalty: 4891.339355
	Iteration 21Q: 3 clusters Score -2456362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2456364.750000 Penalty: 4891.339355
	Iteration 22Q: 3 clusters Score -2456365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2456371.000000 Penalty: 4891.339355
	Iteration 23Q: 3 clusters Score -2456371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2456377.750000 Penalty: 4891.339355
	Iteration 24Q: 3 clusters Score -2456378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2456379.250000 Penalty: 4891.339355
	Iteration 25Q: 3 clusters Score -2456379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2456387.250000 Penalty: 4891.339355
	Iteration 26Q: 3 clusters Score -2456387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2456388.750000 Penalty: 4891.339355
	Iteration 27Q: 3 clusters Score -2456389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2456392.500000 Penalty: 4891.339355
	Iteration 28Q: 3 clusters Score -2456392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2456394.500000 Penalty: 4891.339355
	Iteration 29Q: 3 clusters Score -2456394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2456406.750000 Penalty: 4891.339355
	Iteration 30Q: 3 clusters Score -2456407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2456414.500000 Penalty: 4891.339355
	Iteration 31Q: 3 clusters Score -2456414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2456417.000000 Penalty: 4891.339355
	Iteration 32Q: 3 clusters Score -2456417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2456417.250000 Penalty: 4891.339355
	Iteration 33Q: 3 clusters Score -2456417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2456425.000000 Penalty: 4891.339355
	Iteration 34Q: 3 clusters Score -2456425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2456425.750000 Penalty: 4891.339355
	Iteration 35Q: 3 clusters Score -2456426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2456433.250000 Penalty: 4891.339355
	Iteration 36Q: 3 clusters Score -2456433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2456436.250000 Penalty: 4891.339355
	Iteration 37Q: 3 clusters Score -2456436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2456436.250000 Penalty: 4891.339355
	Iteration 38Q: 3 clusters Score -2456436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2456441.000000 Penalty: 4891.339355
	Iteration 39Q: 3 clusters Score -2456441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2456447.000000 Penalty: 4891.339355
	Iteration 40F: 3 clusters Score -2456447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2456446.750000 Penalty: 4891.339355
	Iteration 41Q: 3 clusters Score -2456447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2456450.500000 Penalty: 4891.339355
	Iteration 42Q: 3 clusters Score -2456450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2456451.500000 Penalty: 4891.339355
	Iteration 43Q: 3 clusters Score -2456452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2456449.750000 Penalty: 4891.339355
	Iteration 44Q: 3 clusters Score -2456450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2456449.750000 Penalty: 4891.339355
	Iteration 45F: 3 clusters Score -2456450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Entering Unmasked Estep 
Score: -966854.562500 Penalty: 2211.692383
	Iteration 0F: 2 clusters Score -966854.6 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 3825 members 
Entering Unmasked Estep 
Score: -960825.750000 Penalty: 4423.384766
	Iteration 0F: 3 clusters Score -960825.8 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -962416.687500 Penalty: 4423.384766
	Iteration 1F: 3 clusters Score -962416.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -962693.187500 Penalty: 4423.384766
	Iteration 2F: 3 clusters Score -962693.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -962909.000000 Penalty: 4423.384766
	Iteration 3F: 3 clusters Score -962909 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -963072.000000 Penalty: 4423.384766
	Iteration 4Q: 3 clusters Score -963072 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -963214.750000 Penalty: 4423.384766
	Iteration 5Q: 3 clusters Score -963214.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -963341.125000 Penalty: 4423.384766
	Iteration 6Q: 3 clusters Score -963341.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -963464.062500 Penalty: 4423.384766
	Iteration 7Q: 3 clusters Score -963464.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -963586.562500 Penalty: 4423.384766
	Iteration 8Q: 3 clusters Score -963586.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -963723.562500 Penalty: 4423.384766
	Iteration 9Q: 3 clusters Score -963723.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -963866.375000 Penalty: 4423.384766
	Iteration 10Q: 3 clusters Score -963866.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -964001.687500 Penalty: 4423.384766
	Iteration 11Q: 3 clusters Score -964001.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -964171.625000 Penalty: 4423.384766
	Iteration 12Q: 3 clusters Score -964171.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -964319.375000 Penalty: 4423.384766
	Iteration 13Q: 3 clusters Score -964319.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -964454.000000 Penalty: 4423.384766
	Iteration 14Q: 3 clusters Score -964454 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -964557.250000 Penalty: 4423.384766
	Iteration 15Q: 3 clusters Score -964557.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -964644.875000 Penalty: 4423.384766
	Iteration 16Q: 3 clusters Score -964644.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -964703.750000 Penalty: 4423.384766
	Iteration 17Q: 3 clusters Score -964703.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -964734.812500 Penalty: 4423.384766
	Iteration 18Q: 3 clusters Score -964734.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -964764.375000 Penalty: 4423.384766
	Iteration 19Q: 3 clusters Score -964764.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -964794.000000 Penalty: 4423.384766
	Iteration 20F: 3 clusters Score -964794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -964813.312500 Penalty: 4423.384766
	Iteration 21Q: 3 clusters Score -964813.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -964821.500000 Penalty: 4423.384766
	Iteration 22Q: 3 clusters Score -964821.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -964823.250000 Penalty: 4423.384766
	Iteration 23Q: 3 clusters Score -964823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -964826.875000 Penalty: 4423.384766
	Iteration 24Q: 3 clusters Score -964826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -964826.250000 Penalty: 4423.384766
	Iteration 25Q: 3 clusters Score -964826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -964827.750000 Penalty: 4423.384766
	Iteration 26Q: 3 clusters Score -964827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -964831.437500 Penalty: 4423.384766
	Iteration 27Q: 3 clusters Score -964831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -964833.312500 Penalty: 4423.384766
	Iteration 28Q: 3 clusters Score -964833.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -964834.000000 Penalty: 4423.384766
	Iteration 29Q: 3 clusters Score -964834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -964837.625000 Penalty: 4423.384766
	Iteration 30Q: 3 clusters Score -964837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -964838.250000 Penalty: 4423.384766
	Iteration 31Q: 3 clusters Score -964838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -964838.750000 Penalty: 4423.384766
	Iteration 32Q: 3 clusters Score -964838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -964839.687500 Penalty: 4423.384766
	Iteration 33Q: 3 clusters Score -964839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -964839.687500 Penalty: 4423.384766
	Iteration 34F: 3 clusters Score -964839.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -1083868.250000 Penalty: 2257.869629
	Iteration 0F: 2 clusters Score -1083868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1076832.750000 Penalty: 4515.739258
	Iteration 0F: 3 clusters Score -1076833 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1078925.625000 Penalty: 4515.739258
	Iteration 1F: 3 clusters Score -1078926 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1079239.125000 Penalty: 4515.739258
	Iteration 2F: 3 clusters Score -1079239 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1079525.500000 Penalty: 4515.739258
	Iteration 3F: 3 clusters Score -1079526 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1079817.875000 Penalty: 4515.739258
	Iteration 4F: 3 clusters Score -1079818 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1080086.875000 Penalty: 4515.739258
	Iteration 5Q: 3 clusters Score -1080087 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1080372.500000 Penalty: 4515.739258
	Iteration 6Q: 3 clusters Score -1080372 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1080658.250000 Penalty: 4515.739258
	Iteration 7Q: 3 clusters Score -1080658 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1080972.375000 Penalty: 4515.739258
	Iteration 8Q: 3 clusters Score -1080972 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1081306.250000 Penalty: 4515.739258
	Iteration 9Q: 3 clusters Score -1081306 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1081542.500000 Penalty: 4515.739258
	Iteration 10Q: 3 clusters Score -1081542 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1081758.250000 Penalty: 4515.739258
	Iteration 11Q: 3 clusters Score -1081758 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1081948.625000 Penalty: 4515.739258
	Iteration 12Q: 3 clusters Score -1081949 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1082103.500000 Penalty: 4515.739258
	Iteration 13Q: 3 clusters Score -1082104 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1082216.000000 Penalty: 4515.739258
	Iteration 14Q: 3 clusters Score -1082216 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1082290.250000 Penalty: 4515.739258
	Iteration 15Q: 3 clusters Score -1082290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1082343.250000 Penalty: 4515.739258
	Iteration 16Q: 3 clusters Score -1082343 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1082377.750000 Penalty: 4515.739258
	Iteration 17Q: 3 clusters Score -1082378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1082403.750000 Penalty: 4515.739258
	Iteration 18Q: 3 clusters Score -1082404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1082427.125000 Penalty: 4515.739258
	Iteration 19Q: 3 clusters Score -1082427 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1082446.125000 Penalty: 4515.739258
	Iteration 20F: 3 clusters Score -1082446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1082466.750000 Penalty: 4515.739258
	Iteration 21Q: 3 clusters Score -1082467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1082480.375000 Penalty: 4515.739258
	Iteration 22Q: 3 clusters Score -1082480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1082494.250000 Penalty: 4515.739258
	Iteration 23Q: 3 clusters Score -1082494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1082504.250000 Penalty: 4515.739258
	Iteration 24Q: 3 clusters Score -1082504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1082516.875000 Penalty: 4515.739258
	Iteration 25Q: 3 clusters Score -1082517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1082522.125000 Penalty: 4515.739258
	Iteration 26Q: 3 clusters Score -1082522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1082533.500000 Penalty: 4515.739258
	Iteration 27Q: 3 clusters Score -1082534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1082545.375000 Penalty: 4515.739258
	Iteration 28Q: 3 clusters Score -1082545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1082555.125000 Penalty: 4515.739258
	Iteration 29Q: 3 clusters Score -1082555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1082565.750000 Penalty: 4515.739258
	Iteration 30Q: 3 clusters Score -1082566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1082572.125000 Penalty: 4515.739258
	Iteration 31Q: 3 clusters Score -1082572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1082578.875000 Penalty: 4515.739258
	Iteration 32Q: 3 clusters Score -1082579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1082584.875000 Penalty: 4515.739258
	Iteration 33Q: 3 clusters Score -1082585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1082591.500000 Penalty: 4515.739258
	Iteration 34Q: 3 clusters Score -1082592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1082596.875000 Penalty: 4515.739258
	Iteration 35Q: 3 clusters Score -1082597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1082601.750000 Penalty: 4515.739258
	Iteration 36Q: 3 clusters Score -1082602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1082604.000000 Penalty: 4515.739258
	Iteration 37Q: 3 clusters Score -1082604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1082611.000000 Penalty: 4515.739258
	Iteration 38Q: 3 clusters Score -1082611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1082612.625000 Penalty: 4515.739258
	Iteration 39Q: 3 clusters Score -1082613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1082614.750000 Penalty: 4515.739258
	Iteration 40F: 3 clusters Score -1082615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1082615.625000 Penalty: 4515.739258
	Iteration 41Q: 3 clusters Score -1082616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1082618.000000 Penalty: 4515.739258
	Iteration 42Q: 3 clusters Score -1082618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1082622.500000 Penalty: 4515.739258
	Iteration 43Q: 3 clusters Score -1082622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1082626.000000 Penalty: 4515.739258
	Iteration 44Q: 3 clusters Score -1082626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1082632.375000 Penalty: 4515.739258
	Iteration 45Q: 3 clusters Score -1082632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1082634.625000 Penalty: 4515.739258
	Iteration 46Q: 3 clusters Score -1082635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1082639.875000 Penalty: 4515.739258
	Iteration 47Q: 3 clusters Score -1082640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1082639.500000 Penalty: 4515.739258
	Iteration 48Q: 3 clusters Score -1082640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1082641.125000 Penalty: 4515.739258
	Iteration 49Q: 3 clusters Score -1082641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1082645.125000 Penalty: 4515.739258
	Iteration 50Q: 3 clusters Score -1082645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1082648.250000 Penalty: 4515.739258
	Iteration 51Q: 3 clusters Score -1082648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1082645.625000 Penalty: 4515.739258
	Iteration 52Q: 3 clusters Score -1082646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1082651.375000 Penalty: 4515.739258
	Iteration 53Q: 3 clusters Score -1082651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1082654.375000 Penalty: 4515.739258
	Iteration 54Q: 3 clusters Score -1082654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1082657.250000 Penalty: 4515.739258
	Iteration 55Q: 3 clusters Score -1082657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1082661.125000 Penalty: 4515.739258
	Iteration 56Q: 3 clusters Score -1082661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1082659.500000 Penalty: 4515.739258
	Iteration 57Q: 3 clusters Score -1082660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1082659.500000 Penalty: 4515.739258
	Iteration 58F: 3 clusters Score -1082660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Entering Unmasked Estep 
Score: -1927718.000000 Penalty: 2390.456055
	Iteration 0F: 2 clusters Score -1927718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1916623.000000 Penalty: 4780.912109
	Iteration 0F: 3 clusters Score -1916623 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1920182.250000 Penalty: 4780.912109
	Iteration 1F: 3 clusters Score -1920182 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1920560.375000 Penalty: 4780.912109
	Iteration 2F: 3 clusters Score -1920560 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1920903.750000 Penalty: 4780.912109
	Iteration 3Q: 3 clusters Score -1920904 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1921256.875000 Penalty: 4780.912109
	Iteration 4Q: 3 clusters Score -1921257 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1921603.375000 Penalty: 4780.912109
	Iteration 5Q: 3 clusters Score -1921603 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1921904.250000 Penalty: 4780.912109
	Iteration 6Q: 3 clusters Score -1921904 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1922212.125000 Penalty: 4780.912109
	Iteration 7Q: 3 clusters Score -1922212 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1922480.375000 Penalty: 4780.912109
	Iteration 8Q: 3 clusters Score -1922480 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1922729.500000 Penalty: 4780.912109
	Iteration 9Q: 3 clusters Score -1922730 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1922957.500000 Penalty: 4780.912109
	Iteration 10Q: 3 clusters Score -1922958 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1923154.000000 Penalty: 4780.912109
	Iteration 11Q: 3 clusters Score -1923154 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1923351.625000 Penalty: 4780.912109
	Iteration 12Q: 3 clusters Score -1923352 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1923540.125000 Penalty: 4780.912109
	Iteration 13Q: 3 clusters Score -1923540 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1923712.000000 Penalty: 4780.912109
	Iteration 14Q: 3 clusters Score -1923712 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1923876.250000 Penalty: 4780.912109
	Iteration 15Q: 3 clusters Score -1923876 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1924067.250000 Penalty: 4780.912109
	Iteration 16Q: 3 clusters Score -1924067 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1924226.625000 Penalty: 4780.912109
	Iteration 17Q: 3 clusters Score -1924227 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1924401.250000 Penalty: 4780.912109
	Iteration 18Q: 3 clusters Score -1924401 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1924558.500000 Penalty: 4780.912109
	Iteration 19Q: 3 clusters Score -1924558 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1924685.125000 Penalty: 4780.912109
	Iteration 20F: 3 clusters Score -1924685 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1924801.000000 Penalty: 4780.912109
	Iteration 21Q: 3 clusters Score -1924801 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1924918.500000 Penalty: 4780.912109
	Iteration 22Q: 3 clusters Score -1924918 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1925046.000000 Penalty: 4780.912109
	Iteration 23Q: 3 clusters Score -1925046 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1925183.625000 Penalty: 4780.912109
	Iteration 24Q: 3 clusters Score -1925184 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1925277.375000 Penalty: 4780.912109
	Iteration 25Q: 3 clusters Score -1925277 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1925363.500000 Penalty: 4780.912109
	Iteration 26Q: 3 clusters Score -1925364 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1925437.000000 Penalty: 4780.912109
	Iteration 27Q: 3 clusters Score -1925437 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1925495.000000 Penalty: 4780.912109
	Iteration 28Q: 3 clusters Score -1925495 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1925542.000000 Penalty: 4780.912109
	Iteration 29Q: 3 clusters Score -1925542 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1925577.375000 Penalty: 4780.912109
	Iteration 30Q: 3 clusters Score -1925577 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1925608.500000 Penalty: 4780.912109
	Iteration 31Q: 3 clusters Score -1925608 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1925644.500000 Penalty: 4780.912109
	Iteration 32Q: 3 clusters Score -1925644 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1925684.625000 Penalty: 4780.912109
	Iteration 33Q: 3 clusters Score -1925685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1925716.250000 Penalty: 4780.912109
	Iteration 34Q: 3 clusters Score -1925716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1925734.625000 Penalty: 4780.912109
	Iteration 35Q: 3 clusters Score -1925735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1925751.375000 Penalty: 4780.912109
	Iteration 36Q: 3 clusters Score -1925751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1925763.750000 Penalty: 4780.912109
	Iteration 37Q: 3 clusters Score -1925764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1925776.375000 Penalty: 4780.912109
	Iteration 38Q: 3 clusters Score -1925776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1925790.250000 Penalty: 4780.912109
	Iteration 39Q: 3 clusters Score -1925790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1925794.000000 Penalty: 4780.912109
	Iteration 40F: 3 clusters Score -1925794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1925804.375000 Penalty: 4780.912109
	Iteration 41Q: 3 clusters Score -1925804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1925812.250000 Penalty: 4780.912109
	Iteration 42Q: 3 clusters Score -1925812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1925825.375000 Penalty: 4780.912109
	Iteration 43Q: 3 clusters Score -1925825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1925834.250000 Penalty: 4780.912109
	Iteration 44Q: 3 clusters Score -1925834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1925846.250000 Penalty: 4780.912109
	Iteration 45Q: 3 clusters Score -1925846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1925852.500000 Penalty: 4780.912109
	Iteration 46Q: 3 clusters Score -1925852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1925865.750000 Penalty: 4780.912109
	Iteration 47Q: 3 clusters Score -1925866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1925868.875000 Penalty: 4780.912109
	Iteration 48Q: 3 clusters Score -1925869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1925872.750000 Penalty: 4780.912109
	Iteration 49Q: 3 clusters Score -1925873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1925881.500000 Penalty: 4780.912109
	Iteration 50Q: 3 clusters Score -1925882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1925886.875000 Penalty: 4780.912109
	Iteration 51Q: 3 clusters Score -1925887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1925890.250000 Penalty: 4780.912109
	Iteration 52Q: 3 clusters Score -1925890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1925894.125000 Penalty: 4780.912109
	Iteration 53Q: 3 clusters Score -1925894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1925900.625000 Penalty: 4780.912109
	Iteration 54Q: 3 clusters Score -1925901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1925904.375000 Penalty: 4780.912109
	Iteration 55Q: 3 clusters Score -1925904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1925908.875000 Penalty: 4780.912109
	Iteration 56Q: 3 clusters Score -1925909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1925917.125000 Penalty: 4780.912109
	Iteration 57Q: 3 clusters Score -1925917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1925918.375000 Penalty: 4780.912109
	Iteration 58Q: 3 clusters Score -1925918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1925922.375000 Penalty: 4780.912109
	Iteration 59Q: 3 clusters Score -1925922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1925928.750000 Penalty: 4780.912109
	Iteration 60F: 3 clusters Score -1925929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1925930.375000 Penalty: 4780.912109
	Iteration 61Q: 3 clusters Score -1925930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1925940.875000 Penalty: 4780.912109
	Iteration 62Q: 3 clusters Score -1925941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1925940.625000 Penalty: 4780.912109
	Iteration 63Q: 3 clusters Score -1925941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1925940.250000 Penalty: 4780.912109
	Iteration 64Q: 3 clusters Score -1925940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1925945.375000 Penalty: 4780.912109
	Iteration 65Q: 3 clusters Score -1925945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1925944.250000 Penalty: 4780.912109
	Iteration 66Q: 3 clusters Score -1925944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1925944.875000 Penalty: 4780.912109
	Iteration 67Q: 3 clusters Score -1925945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1925944.875000 Penalty: 4780.912109
	Iteration 68F: 3 clusters Score -1925945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (78242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78242 members 
Entering Unmasked Estep 
Score: -10115575.000000 Penalty: 2794.355469
	Iteration 0F: 2 clusters Score -1.011558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -10063051.000000 Penalty: 5588.710938
	Iteration 0F: 3 clusters Score -1.006305e+07 nChanged 36832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -10084161.000000 Penalty: 5588.710938
	Iteration 1F: 3 clusters Score -1.008416e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -10084909.000000 Penalty: 5588.710938
	Iteration 2Q: 3 clusters Score -1.008491e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -10085992.000000 Penalty: 5588.710938
	Iteration 3Q: 3 clusters Score -1.008599e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -10087960.000000 Penalty: 5588.710938
	Iteration 4F: 3 clusters Score -1.008796e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -10091753.000000 Penalty: 5588.710938
	Iteration 5F: 3 clusters Score -1.009175e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -10097673.000000 Penalty: 5588.710938
	Iteration 6F: 3 clusters Score -1.009767e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -10104565.000000 Penalty: 5588.710938
	Iteration 7F: 3 clusters Score -1.010456e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -10109607.000000 Penalty: 5588.710938
	Iteration 8F: 3 clusters Score -1.010961e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -10111930.000000 Penalty: 5588.710938
	Iteration 9Q: 3 clusters Score -1.011193e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -10112659.000000 Penalty: 5588.710938
	Iteration 10Q: 3 clusters Score -1.011266e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -10112885.000000 Penalty: 5588.710938
	Iteration 11Q: 3 clusters Score -1.011288e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 77993 members 
Entering Unmasked Estep 
Score: -10112982.000000 Penalty: 5588.710938
	Iteration 12Q: 3 clusters Score -1.011298e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -10113021.000000 Penalty: 5588.710938
	Iteration 13Q: 3 clusters Score -1.011302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -10113049.000000 Penalty: 5588.710938
	Iteration 14Q: 3 clusters Score -1.011305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -10113069.000000 Penalty: 5588.710938
	Iteration 15Q: 3 clusters Score -1.011307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 78036 members 
Entering Unmasked Estep 
Score: -10113076.000000 Penalty: 5588.710938
	Iteration 16Q: 3 clusters Score -1.011308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -10113091.000000 Penalty: 5588.710938
	Iteration 17Q: 3 clusters Score -1.011309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 78036 members 
Entering Unmasked Estep 
Score: -10113087.000000 Penalty: 5588.710938
	Iteration 18Q: 3 clusters Score -1.011309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -10113097.000000 Penalty: 5588.710938
	Iteration 19Q: 3 clusters Score -1.01131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -10113104.000000 Penalty: 5588.710938
	Iteration 20F: 3 clusters Score -1.01131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 78042 members 
Entering Unmasked Estep 
Score: -10113103.000000 Penalty: 5588.710938
	Iteration 21Q: 3 clusters Score -1.01131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -10113114.000000 Penalty: 5588.710938
	Iteration 22Q: 3 clusters Score -1.011311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -10113114.000000 Penalty: 5588.710938
	Iteration 23F: 3 clusters Score -1.011311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101144 members 
Entering Unmasked Estep 
Score: -12746347.000000 Penalty: 2858.026611
	Iteration 0F: 2 clusters Score -1.274635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -12678598.000000 Penalty: 5716.053223
	Iteration 0F: 3 clusters Score -1.26786e+07 nChanged 47834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -12705884.000000 Penalty: 5716.053223
	Iteration 1F: 3 clusters Score -1.270588e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -12706705.000000 Penalty: 5716.053223
	Iteration 2Q: 3 clusters Score -1.27067e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -12707755.000000 Penalty: 5716.053223
	Iteration 3Q: 3 clusters Score -1.270776e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -12708986.000000 Penalty: 5716.053223
	Iteration 4Q: 3 clusters Score -1.270899e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -12710476.000000 Penalty: 5716.053223
	Iteration 5Q: 3 clusters Score -1.271048e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -12712406.000000 Penalty: 5716.053223
	Iteration 6Q: 3 clusters Score -1.271241e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -12714724.000000 Penalty: 5716.053223
	Iteration 7F: 3 clusters Score -1.271472e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -12717513.000000 Penalty: 5716.053223
	Iteration 8F: 3 clusters Score -1.271751e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 71498 members 
Entering Unmasked Estep 
Score: -12720914.000000 Penalty: 5716.053223
	Iteration 9F: 3 clusters Score -1.272091e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -12724565.000000 Penalty: 5716.053223
	Iteration 10F: 3 clusters Score -1.272456e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -12729010.000000 Penalty: 5716.053223
	Iteration 11F: 3 clusters Score -1.272901e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -12733496.000000 Penalty: 5716.053223
	Iteration 12F: 3 clusters Score -1.27335e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -12737455.000000 Penalty: 5716.053223
	Iteration 13Q: 3 clusters Score -1.273746e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -12740507.000000 Penalty: 5716.053223
	Iteration 14Q: 3 clusters Score -1.274051e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -12742365.000000 Penalty: 5716.053223
	Iteration 15Q: 3 clusters Score -1.274236e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -12743174.000000 Penalty: 5716.053223
	Iteration 16Q: 3 clusters Score -1.274317e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -12743480.000000 Penalty: 5716.053223
	Iteration 17Q: 3 clusters Score -1.274348e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 100646 members 
Entering Unmasked Estep 
Score: -12743594.000000 Penalty: 5716.053223
	Iteration 18Q: 3 clusters Score -1.274359e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 100700 members 
Entering Unmasked Estep 
Score: -12743670.000000 Penalty: 5716.053223
	Iteration 19Q: 3 clusters Score -1.274367e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -12743728.000000 Penalty: 5716.053223
	Iteration 20F: 3 clusters Score -1.274373e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -12743761.000000 Penalty: 5716.053223
	Iteration 21Q: 3 clusters Score -1.274376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 100778 members 
Entering Unmasked Estep 
Score: -12743762.000000 Penalty: 5716.053223
	Iteration 22Q: 3 clusters Score -1.274376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 100788 members 
Entering Unmasked Estep 
Score: -12743789.000000 Penalty: 5716.053223
	Iteration 23Q: 3 clusters Score -1.274379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 100791 members 
Entering Unmasked Estep 
Score: -12743795.000000 Penalty: 5716.053223
	Iteration 24Q: 3 clusters Score -1.27438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 100795 members 
Entering Unmasked Estep 
Score: -12743799.000000 Penalty: 5716.053223
	Iteration 25Q: 3 clusters Score -1.27438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 100798 members 
Entering Unmasked Estep 
Score: -12743808.000000 Penalty: 5716.053223
	Iteration 26Q: 3 clusters Score -1.274381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -12743810.000000 Penalty: 5716.053223
	Iteration 27Q: 3 clusters Score -1.274381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -12743812.000000 Penalty: 5716.053223
	Iteration 28Q: 3 clusters Score -1.274381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 100803 members 
Entering Unmasked Estep 
Score: -12743804.000000 Penalty: 5716.053223
	Iteration 29Q: 3 clusters Score -1.27438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 100803 members 
Entering Unmasked Estep 
Score: -12743804.000000 Penalty: 5716.053223
	Iteration 30F: 3 clusters Score -1.27438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Entering Unmasked Estep 
Score: -3890770.500000 Penalty: 2564.335938
	Iteration 0F: 2 clusters Score -3890770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3869632.750000 Penalty: 5128.671875
	Iteration 0F: 3 clusters Score -3869633 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3877298.250000 Penalty: 5128.671875
	Iteration 1F: 3 clusters Score -3877298 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3877898.000000 Penalty: 5128.671875
	Iteration 2F: 3 clusters Score -3877898 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3878503.500000 Penalty: 5128.671875
	Iteration 3Q: 3 clusters Score -3878504 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3879069.250000 Penalty: 5128.671875
	Iteration 4Q: 3 clusters Score -3879069 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3879733.000000 Penalty: 5128.671875
	Iteration 5Q: 3 clusters Score -3879733 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3880488.500000 Penalty: 5128.671875
	Iteration 6Q: 3 clusters Score -3880488 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3881464.500000 Penalty: 5128.671875
	Iteration 7F: 3 clusters Score -3881464 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3882513.750000 Penalty: 5128.671875
	Iteration 8F: 3 clusters Score -3882514 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -3883655.750000 Penalty: 5128.671875
	Iteration 9F: 3 clusters Score -3883656 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3884828.500000 Penalty: 5128.671875
	Iteration 10F: 3 clusters Score -3884828 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3885991.500000 Penalty: 5128.671875
	Iteration 11Q: 3 clusters Score -3885992 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3887054.500000 Penalty: 5128.671875
	Iteration 12Q: 3 clusters Score -3887054 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3887847.250000 Penalty: 5128.671875
	Iteration 13Q: 3 clusters Score -3887847 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3888428.000000 Penalty: 5128.671875
	Iteration 14Q: 3 clusters Score -3888428 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3888827.000000 Penalty: 5128.671875
	Iteration 15Q: 3 clusters Score -3888827 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3889098.750000 Penalty: 5128.671875
	Iteration 16Q: 3 clusters Score -3889099 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3889284.750000 Penalty: 5128.671875
	Iteration 17Q: 3 clusters Score -3889285 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3889396.500000 Penalty: 5128.671875
	Iteration 18Q: 3 clusters Score -3889396 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3889463.750000 Penalty: 5128.671875
	Iteration 19Q: 3 clusters Score -3889464 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3889513.250000 Penalty: 5128.671875
	Iteration 20F: 3 clusters Score -3889513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3889545.750000 Penalty: 5128.671875
	Iteration 21Q: 3 clusters Score -3889546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3889591.250000 Penalty: 5128.671875
	Iteration 22Q: 3 clusters Score -3889591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3889613.500000 Penalty: 5128.671875
	Iteration 23Q: 3 clusters Score -3889614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3889630.250000 Penalty: 5128.671875
	Iteration 24Q: 3 clusters Score -3889630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3889646.500000 Penalty: 5128.671875
	Iteration 25Q: 3 clusters Score -3889646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3889656.250000 Penalty: 5128.671875
	Iteration 26Q: 3 clusters Score -3889656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3889663.000000 Penalty: 5128.671875
	Iteration 27Q: 3 clusters Score -3889663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3889676.000000 Penalty: 5128.671875
	Iteration 28Q: 3 clusters Score -3889676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3889683.500000 Penalty: 5128.671875
	Iteration 29Q: 3 clusters Score -3889684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3889689.000000 Penalty: 5128.671875
	Iteration 30Q: 3 clusters Score -3889689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3889693.250000 Penalty: 5128.671875
	Iteration 31Q: 3 clusters Score -3889693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3889692.750000 Penalty: 5128.671875
	Iteration 32Q: 3 clusters Score -3889693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3889697.500000 Penalty: 5128.671875
	Iteration 33Q: 3 clusters Score -3889698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3889707.750000 Penalty: 5128.671875
	Iteration 34Q: 3 clusters Score -3889708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3889708.750000 Penalty: 5128.671875
	Iteration 35Q: 3 clusters Score -3889709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3889716.250000 Penalty: 5128.671875
	Iteration 36Q: 3 clusters Score -3889716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3889710.750000 Penalty: 5128.671875
	Iteration 37Q: 3 clusters Score -3889711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3889715.750000 Penalty: 5128.671875
	Iteration 38Q: 3 clusters Score -3889716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3889720.250000 Penalty: 5128.671875
	Iteration 39Q: 3 clusters Score -3889720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3889724.000000 Penalty: 5128.671875
	Iteration 40F: 3 clusters Score -3889724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3889726.250000 Penalty: 5128.671875
	Iteration 41Q: 3 clusters Score -3889726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3889728.750000 Penalty: 5128.671875
	Iteration 42Q: 3 clusters Score -3889729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3889728.000000 Penalty: 5128.671875
	Iteration 43Q: 3 clusters Score -3889728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3889729.500000 Penalty: 5128.671875
	Iteration 44Q: 3 clusters Score -3889730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3889728.000000 Penalty: 5128.671875
	Iteration 45Q: 3 clusters Score -3889728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3889728.000000 Penalty: 5128.671875
	Iteration 46F: 3 clusters Score -3889728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152607 members 
Entering Unmasked Estep 
Score: -19776452.000000 Penalty: 2960.034180
	Iteration 0F: 2 clusters Score -1.977645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -19676538.000000 Penalty: 5920.068359
	Iteration 0F: 3 clusters Score -1.967654e+07 nChanged 72769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70954 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -19719058.000000 Penalty: 5920.068359
	Iteration 1F: 3 clusters Score -1.971906e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 84909 members 
Entering Unmasked Estep 
Score: -19720744.000000 Penalty: 5920.068359
	Iteration 2Q: 3 clusters Score -1.972074e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -19723130.000000 Penalty: 5920.068359
	Iteration 3Q: 3 clusters Score -1.972313e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -19727292.000000 Penalty: 5920.068359
	Iteration 4F: 3 clusters Score -1.972729e+07 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 106392 members 
Entering Unmasked Estep 
Score: -19734396.000000 Penalty: 5920.068359
	Iteration 5F: 3 clusters Score -1.97344e+07 nChanged 12261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 118135 members 
Entering Unmasked Estep 
Score: -19744638.000000 Penalty: 5920.068359
	Iteration 6F: 3 clusters Score -1.974464e+07 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 130288 members 
Entering Unmasked Estep 
Score: -19756164.000000 Penalty: 5920.068359
	Iteration 7F: 3 clusters Score -1.975616e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 140064 members 
Entering Unmasked Estep 
Score: -19765112.000000 Penalty: 5920.068359
	Iteration 8F: 3 clusters Score -1.976511e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 146146 members 
Entering Unmasked Estep 
Score: -19770116.000000 Penalty: 5920.068359
	Iteration 9Q: 3 clusters Score -1.977012e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 149125 members 
Entering Unmasked Estep 
Score: -19772446.000000 Penalty: 5920.068359
	Iteration 10Q: 3 clusters Score -1.977245e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 150496 members 
Entering Unmasked Estep 
Score: -19773364.000000 Penalty: 5920.068359
	Iteration 11Q: 3 clusters Score -1.977336e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 151116 members 
Entering Unmasked Estep 
Score: -19773748.000000 Penalty: 5920.068359
	Iteration 12Q: 3 clusters Score -1.977375e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 151419 members 
Entering Unmasked Estep 
Score: -19773932.000000 Penalty: 5920.068359
	Iteration 13Q: 3 clusters Score -1.977393e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 151595 members 
Entering Unmasked Estep 
Score: -19774088.000000 Penalty: 5920.068359
	Iteration 14Q: 3 clusters Score -1.977409e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 151673 members 
Entering Unmasked Estep 
Score: -19774186.000000 Penalty: 5920.068359
	Iteration 15Q: 3 clusters Score -1.977419e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 151728 members 
Entering Unmasked Estep 
Score: -19774254.000000 Penalty: 5920.068359
	Iteration 16Q: 3 clusters Score -1.977425e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 151756 members 
Entering Unmasked Estep 
Score: -19774308.000000 Penalty: 5920.068359
	Iteration 17Q: 3 clusters Score -1.977431e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 151775 members 
Entering Unmasked Estep 
Score: -19774322.000000 Penalty: 5920.068359
	Iteration 18Q: 3 clusters Score -1.977432e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 151794 members 
Entering Unmasked Estep 
Score: -19774410.000000 Penalty: 5920.068359
	Iteration 19Q: 3 clusters Score -1.977441e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 151811 members 
Entering Unmasked Estep 
Score: -19774452.000000 Penalty: 5920.068359
	Iteration 20F: 3 clusters Score -1.977445e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 151824 members 
Entering Unmasked Estep 
Score: -19774494.000000 Penalty: 5920.068359
	Iteration 21Q: 3 clusters Score -1.977449e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 151829 members 
Entering Unmasked Estep 
Score: -19774480.000000 Penalty: 5920.068359
	Iteration 22Q: 3 clusters Score -1.977448e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 151833 members 
Entering Unmasked Estep 
Score: -19774492.000000 Penalty: 5920.068359
	Iteration 23Q: 3 clusters Score -1.977449e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 151836 members 
Entering Unmasked Estep 
Score: -19774522.000000 Penalty: 5920.068359
	Iteration 24Q: 3 clusters Score -1.977452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 151832 members 
Entering Unmasked Estep 
Score: -19774510.000000 Penalty: 5920.068359
	Iteration 25Q: 3 clusters Score -1.977451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 151831 members 
Entering Unmasked Estep 
Score: -19774506.000000 Penalty: 5920.068359
	Iteration 26Q: 3 clusters Score -1.977451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 151831 members 
Entering Unmasked Estep 
Score: -19774504.000000 Penalty: 5920.068359
	Iteration 27Q: 3 clusters Score -1.97745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 151832 members 
Entering Unmasked Estep 
Score: -19774522.000000 Penalty: 5920.068359
	Iteration 28Q: 3 clusters Score -1.977452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 151831 members 
Entering Unmasked Estep 
Score: -19774532.000000 Penalty: 5920.068359
	Iteration 29Q: 3 clusters Score -1.977453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 151832 members 
Entering Unmasked Estep 
Score: -19774532.000000 Penalty: 5920.068359
	Iteration 30Q: 3 clusters Score -1.977453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 151833 members 
Entering Unmasked Estep 
Score: -19774534.000000 Penalty: 5920.068359
	Iteration 31Q: 3 clusters Score -1.977453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 151833 members 
Entering Unmasked Estep 
Score: -19774534.000000 Penalty: 5920.068359
	Iteration 32F: 3 clusters Score -1.977453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Entering Unmasked Estep 
Score: -962097.187500 Penalty: 2227.893066
	Iteration 0F: 2 clusters Score -962097.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -955753.687500 Penalty: 4455.786133
	Iteration 0F: 3 clusters Score -955753.7 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -957468.750000 Penalty: 4455.786133
	Iteration 1F: 3 clusters Score -957468.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -957712.250000 Penalty: 4455.786133
	Iteration 2F: 3 clusters Score -957712.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -957854.250000 Penalty: 4455.786133
	Iteration 3Q: 3 clusters Score -957854.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -957969.687500 Penalty: 4455.786133
	Iteration 4Q: 3 clusters Score -957969.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -958071.437500 Penalty: 4455.786133
	Iteration 5Q: 3 clusters Score -958071.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -958165.000000 Penalty: 4455.786133
	Iteration 6Q: 3 clusters Score -958165 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -958261.250000 Penalty: 4455.786133
	Iteration 7Q: 3 clusters Score -958261.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -958338.062500 Penalty: 4455.786133
	Iteration 8Q: 3 clusters Score -958338.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -958416.625000 Penalty: 4455.786133
	Iteration 9Q: 3 clusters Score -958416.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -958494.187500 Penalty: 4455.786133
	Iteration 10Q: 3 clusters Score -958494.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -958574.937500 Penalty: 4455.786133
	Iteration 11Q: 3 clusters Score -958574.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -958668.687500 Penalty: 4455.786133
	Iteration 12Q: 3 clusters Score -958668.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -958770.000000 Penalty: 4455.786133
	Iteration 13Q: 3 clusters Score -958770 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -958888.500000 Penalty: 4455.786133
	Iteration 14Q: 3 clusters Score -958888.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -959017.500000 Penalty: 4455.786133
	Iteration 15Q: 3 clusters Score -959017.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -959167.250000 Penalty: 4455.786133
	Iteration 16Q: 3 clusters Score -959167.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -959328.062500 Penalty: 4455.786133
	Iteration 17Q: 3 clusters Score -959328.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -959494.437500 Penalty: 4455.786133
	Iteration 18Q: 3 clusters Score -959494.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -959632.000000 Penalty: 4455.786133
	Iteration 19Q: 3 clusters Score -959632 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -959746.000000 Penalty: 4455.786133
	Iteration 20F: 3 clusters Score -959746 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -959837.875000 Penalty: 4455.786133
	Iteration 21Q: 3 clusters Score -959837.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -959909.500000 Penalty: 4455.786133
	Iteration 22Q: 3 clusters Score -959909.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -959963.187500 Penalty: 4455.786133
	Iteration 23Q: 3 clusters Score -959963.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -959999.625000 Penalty: 4455.786133
	Iteration 24Q: 3 clusters Score -959999.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -960023.250000 Penalty: 4455.786133
	Iteration 25Q: 3 clusters Score -960023.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -960055.125000 Penalty: 4455.786133
	Iteration 26Q: 3 clusters Score -960055.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -960073.812500 Penalty: 4455.786133
	Iteration 27Q: 3 clusters Score -960073.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -960093.937500 Penalty: 4455.786133
	Iteration 28Q: 3 clusters Score -960093.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -960115.250000 Penalty: 4455.786133
	Iteration 29Q: 3 clusters Score -960115.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -960130.062500 Penalty: 4455.786133
	Iteration 30Q: 3 clusters Score -960130.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -960146.562500 Penalty: 4455.786133
	Iteration 31Q: 3 clusters Score -960146.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -960159.125000 Penalty: 4455.786133
	Iteration 32Q: 3 clusters Score -960159.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -960168.375000 Penalty: 4455.786133
	Iteration 33Q: 3 clusters Score -960168.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -960179.312500 Penalty: 4455.786133
	Iteration 34Q: 3 clusters Score -960179.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -960187.750000 Penalty: 4455.786133
	Iteration 35Q: 3 clusters Score -960187.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -960196.000000 Penalty: 4455.786133
	Iteration 36Q: 3 clusters Score -960196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -960204.562500 Penalty: 4455.786133
	Iteration 37Q: 3 clusters Score -960204.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -960209.125000 Penalty: 4455.786133
	Iteration 38Q: 3 clusters Score -960209.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -960211.937500 Penalty: 4455.786133
	Iteration 39Q: 3 clusters Score -960211.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -960219.187500 Penalty: 4455.786133
	Iteration 40F: 3 clusters Score -960219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -960224.875000 Penalty: 4455.786133
	Iteration 41Q: 3 clusters Score -960224.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -960227.625000 Penalty: 4455.786133
	Iteration 42Q: 3 clusters Score -960227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -960232.000000 Penalty: 4455.786133
	Iteration 43Q: 3 clusters Score -960232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -960234.125000 Penalty: 4455.786133
	Iteration 44Q: 3 clusters Score -960234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -960236.562500 Penalty: 4455.786133
	Iteration 45Q: 3 clusters Score -960236.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -960236.312500 Penalty: 4455.786133
	Iteration 46Q: 3 clusters Score -960236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -960237.187500 Penalty: 4455.786133
	Iteration 47Q: 3 clusters Score -960237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -960237.187500 Penalty: 4455.786133
	Iteration 48F: 3 clusters Score -960237.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Entering Unmasked Estep 
Score: -1594894.500000 Penalty: 2356.931396
	Iteration 0F: 2 clusters Score -1594894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1585024.625000 Penalty: 4713.862793
	Iteration 0F: 3 clusters Score -1585025 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1588210.875000 Penalty: 4713.862793
	Iteration 1F: 3 clusters Score -1588211 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1588672.875000 Penalty: 4713.862793
	Iteration 2F: 3 clusters Score -1588673 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1589063.250000 Penalty: 4713.862793
	Iteration 3F: 3 clusters Score -1589063 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1589435.000000 Penalty: 4713.862793
	Iteration 4F: 3 clusters Score -1589435 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1589810.875000 Penalty: 4713.862793
	Iteration 5Q: 3 clusters Score -1589811 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1590205.375000 Penalty: 4713.862793
	Iteration 6Q: 3 clusters Score -1590205 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1590625.125000 Penalty: 4713.862793
	Iteration 7Q: 3 clusters Score -1590625 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1591045.125000 Penalty: 4713.862793
	Iteration 8Q: 3 clusters Score -1591045 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1591428.375000 Penalty: 4713.862793
	Iteration 9Q: 3 clusters Score -1591428 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1591771.875000 Penalty: 4713.862793
	Iteration 10Q: 3 clusters Score -1591772 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1592131.125000 Penalty: 4713.862793
	Iteration 11Q: 3 clusters Score -1592131 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1592403.500000 Penalty: 4713.862793
	Iteration 12Q: 3 clusters Score -1592404 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1592618.875000 Penalty: 4713.862793
	Iteration 13Q: 3 clusters Score -1592619 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1592786.000000 Penalty: 4713.862793
	Iteration 14Q: 3 clusters Score -1592786 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1592932.500000 Penalty: 4713.862793
	Iteration 15Q: 3 clusters Score -1592932 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1593062.500000 Penalty: 4713.862793
	Iteration 16Q: 3 clusters Score -1593062 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1593173.250000 Penalty: 4713.862793
	Iteration 17Q: 3 clusters Score -1593173 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1593289.000000 Penalty: 4713.862793
	Iteration 18Q: 3 clusters Score -1593289 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1593372.500000 Penalty: 4713.862793
	Iteration 19Q: 3 clusters Score -1593372 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1593427.250000 Penalty: 4713.862793
	Iteration 20F: 3 clusters Score -1593427 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1593480.875000 Penalty: 4713.862793
	Iteration 21Q: 3 clusters Score -1593481 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1593542.125000 Penalty: 4713.862793
	Iteration 22Q: 3 clusters Score -1593542 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1593610.375000 Penalty: 4713.862793
	Iteration 23Q: 3 clusters Score -1593610 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1593712.625000 Penalty: 4713.862793
	Iteration 24Q: 3 clusters Score -1593713 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1593825.625000 Penalty: 4713.862793
	Iteration 25Q: 3 clusters Score -1593826 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1593921.500000 Penalty: 4713.862793
	Iteration 26Q: 3 clusters Score -1593922 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1594002.375000 Penalty: 4713.862793
	Iteration 27Q: 3 clusters Score -1594002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1594077.375000 Penalty: 4713.862793
	Iteration 28Q: 3 clusters Score -1594077 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1594121.750000 Penalty: 4713.862793
	Iteration 29Q: 3 clusters Score -1594122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1594161.125000 Penalty: 4713.862793
	Iteration 30Q: 3 clusters Score -1594161 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1594194.125000 Penalty: 4713.862793
	Iteration 31Q: 3 clusters Score -1594194 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1594209.375000 Penalty: 4713.862793
	Iteration 32Q: 3 clusters Score -1594209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1594217.625000 Penalty: 4713.862793
	Iteration 33Q: 3 clusters Score -1594218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1594229.000000 Penalty: 4713.862793
	Iteration 34Q: 3 clusters Score -1594229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1594239.500000 Penalty: 4713.862793
	Iteration 35Q: 3 clusters Score -1594240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1594245.375000 Penalty: 4713.862793
	Iteration 36Q: 3 clusters Score -1594245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1594245.250000 Penalty: 4713.862793
	Iteration 37Q: 3 clusters Score -1594245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1594247.250000 Penalty: 4713.862793
	Iteration 38Q: 3 clusters Score -1594247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1594245.000000 Penalty: 4713.862793
	Iteration 39Q: 3 clusters Score -1594245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1594253.375000 Penalty: 4713.862793
	Iteration 40F: 3 clusters Score -1594253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1594257.750000 Penalty: 4713.862793
	Iteration 41Q: 3 clusters Score -1594258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1594268.875000 Penalty: 4713.862793
	Iteration 42Q: 3 clusters Score -1594269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1594270.750000 Penalty: 4713.862793
	Iteration 43Q: 3 clusters Score -1594271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1594273.250000 Penalty: 4713.862793
	Iteration 44Q: 3 clusters Score -1594273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1594275.125000 Penalty: 4713.862793
	Iteration 45Q: 3 clusters Score -1594275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1594273.500000 Penalty: 4713.862793
	Iteration 46Q: 3 clusters Score -1594274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1594274.250000 Penalty: 4713.862793
	Iteration 47Q: 3 clusters Score -1594274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1594279.750000 Penalty: 4713.862793
	Iteration 48Q: 3 clusters Score -1594280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1594280.000000 Penalty: 4713.862793
	Iteration 49Q: 3 clusters Score -1594280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1594281.750000 Penalty: 4713.862793
	Iteration 50Q: 3 clusters Score -1594282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1594284.000000 Penalty: 4713.862793
	Iteration 51Q: 3 clusters Score -1594284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1594285.000000 Penalty: 4713.862793
	Iteration 52Q: 3 clusters Score -1594285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1594285.750000 Penalty: 4713.862793
	Iteration 53Q: 3 clusters Score -1594286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1594284.250000 Penalty: 4713.862793
	Iteration 54Q: 3 clusters Score -1594284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1594284.250000 Penalty: 4713.862793
	Iteration 55Q: 3 clusters Score -1594284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1594284.250000 Penalty: 4713.862793
	Iteration 56F: 3 clusters Score -1594284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Entering Unmasked Estep 
Score: -5253024.500000 Penalty: 2636.520996
	Iteration 0F: 2 clusters Score -5253024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -5225014.500000 Penalty: 5273.041992
	Iteration 0F: 3 clusters Score -5225014 nChanged 18899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -5235392.500000 Penalty: 5273.041992
	Iteration 1F: 3 clusters Score -5235392 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -5235860.000000 Penalty: 5273.041992
	Iteration 2Q: 3 clusters Score -5235860 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -5236357.500000 Penalty: 5273.041992
	Iteration 3Q: 3 clusters Score -5236358 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -5236984.500000 Penalty: 5273.041992
	Iteration 4Q: 3 clusters Score -5236984 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -5237912.500000 Penalty: 5273.041992
	Iteration 5Q: 3 clusters Score -5237912 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -5239322.000000 Penalty: 5273.041992
	Iteration 6F: 3 clusters Score -5239322 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -5241145.500000 Penalty: 5273.041992
	Iteration 7F: 3 clusters Score -5241146 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -5243362.500000 Penalty: 5273.041992
	Iteration 8F: 3 clusters Score -5243362 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -5245509.500000 Penalty: 5273.041992
	Iteration 9F: 3 clusters Score -5245510 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -5247291.500000 Penalty: 5273.041992
	Iteration 10F: 3 clusters Score -5247292 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -5248631.000000 Penalty: 5273.041992
	Iteration 11Q: 3 clusters Score -5248631 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -5249568.000000 Penalty: 5273.041992
	Iteration 12Q: 3 clusters Score -5249568 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -5250104.500000 Penalty: 5273.041992
	Iteration 13Q: 3 clusters Score -5250104 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5250436.500000 Penalty: 5273.041992
	Iteration 14Q: 3 clusters Score -5250436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -5250581.500000 Penalty: 5273.041992
	Iteration 15Q: 3 clusters Score -5250582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5250637.500000 Penalty: 5273.041992
	Iteration 16Q: 3 clusters Score -5250638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -5250666.000000 Penalty: 5273.041992
	Iteration 17Q: 3 clusters Score -5250666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5250690.000000 Penalty: 5273.041992
	Iteration 18Q: 3 clusters Score -5250690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -5250707.500000 Penalty: 5273.041992
	Iteration 19Q: 3 clusters Score -5250708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -5250712.000000 Penalty: 5273.041992
	Iteration 20F: 3 clusters Score -5250712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -5250717.000000 Penalty: 5273.041992
	Iteration 21Q: 3 clusters Score -5250717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -5250717.000000 Penalty: 5273.041992
	Iteration 22F: 3 clusters Score -5250717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106279 members 
Entering Unmasked Estep 
Score: -13529332.000000 Penalty: 2870.308105
	Iteration 0F: 2 clusters Score -1.352933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -13458001.000000 Penalty: 5740.616211
	Iteration 0F: 3 clusters Score -1.3458e+07 nChanged 50359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -13486993.000000 Penalty: 5740.616211
	Iteration 1F: 3 clusters Score -1.348699e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -13487915.000000 Penalty: 5740.616211
	Iteration 2Q: 3 clusters Score -1.348792e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -13489220.000000 Penalty: 5740.616211
	Iteration 3Q: 3 clusters Score -1.348922e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -13491522.000000 Penalty: 5740.616211
	Iteration 4Q: 3 clusters Score -1.349152e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -13495484.000000 Penalty: 5740.616211
	Iteration 5F: 3 clusters Score -1.349548e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -13500841.000000 Penalty: 5740.616211
	Iteration 6F: 3 clusters Score -1.350084e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -13507014.000000 Penalty: 5740.616211
	Iteration 7F: 3 clusters Score -1.350701e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -13513028.000000 Penalty: 5740.616211
	Iteration 8F: 3 clusters Score -1.351303e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 92115 members 
Entering Unmasked Estep 
Score: -13517509.000000 Penalty: 5740.616211
	Iteration 9F: 3 clusters Score -1.351751e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 96324 members 
Entering Unmasked Estep 
Score: -13520699.000000 Penalty: 5740.616211
	Iteration 10Q: 3 clusters Score -1.35207e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -13523022.000000 Penalty: 5740.616211
	Iteration 11Q: 3 clusters Score -1.352302e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 101626 members 
Entering Unmasked Estep 
Score: -13524556.000000 Penalty: 5740.616211
	Iteration 12Q: 3 clusters Score -1.352456e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 103015 members 
Entering Unmasked Estep 
Score: -13525525.000000 Penalty: 5740.616211
	Iteration 13Q: 3 clusters Score -1.352552e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -13526038.000000 Penalty: 5740.616211
	Iteration 14Q: 3 clusters Score -1.352604e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 104422 members 
Entering Unmasked Estep 
Score: -13526313.000000 Penalty: 5740.616211
	Iteration 15Q: 3 clusters Score -1.352631e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 104769 members 
Entering Unmasked Estep 
Score: -13526530.000000 Penalty: 5740.616211
	Iteration 16Q: 3 clusters Score -1.352653e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -13526674.000000 Penalty: 5740.616211
	Iteration 17Q: 3 clusters Score -1.352667e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -13526757.000000 Penalty: 5740.616211
	Iteration 18Q: 3 clusters Score -1.352676e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 105218 members 
Entering Unmasked Estep 
Score: -13526832.000000 Penalty: 5740.616211
	Iteration 19Q: 3 clusters Score -1.352683e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -13526841.000000 Penalty: 5740.616211
	Iteration 20F: 3 clusters Score -1.352684e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -13526870.000000 Penalty: 5740.616211
	Iteration 21Q: 3 clusters Score -1.352687e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 105389 members 
Entering Unmasked Estep 
Score: -13526920.000000 Penalty: 5740.616211
	Iteration 22Q: 3 clusters Score -1.352692e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -13526922.000000 Penalty: 5740.616211
	Iteration 23Q: 3 clusters Score -1.352692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 105443 members 
Entering Unmasked Estep 
Score: -13526939.000000 Penalty: 5740.616211
	Iteration 24Q: 3 clusters Score -1.352694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 105459 members 
Entering Unmasked Estep 
Score: -13526928.000000 Penalty: 5740.616211
	Iteration 25Q: 3 clusters Score -1.352693e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 105481 members 
Entering Unmasked Estep 
Score: -13526952.000000 Penalty: 5740.616211
	Iteration 26Q: 3 clusters Score -1.352695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -13526963.000000 Penalty: 5740.616211
	Iteration 27Q: 3 clusters Score -1.352696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -13526980.000000 Penalty: 5740.616211
	Iteration 28Q: 3 clusters Score -1.352698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
Score: -13526984.000000 Penalty: 5740.616211
	Iteration 29Q: 3 clusters Score -1.352698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 105535 members 
Entering Unmasked Estep 
Score: -13526982.000000 Penalty: 5740.616211
	Iteration 30Q: 3 clusters Score -1.352698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 105547 members 
Entering Unmasked Estep 
Score: -13526979.000000 Penalty: 5740.616211
	Iteration 31Q: 3 clusters Score -1.352698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 105556 members 
Entering Unmasked Estep 
Score: -13526993.000000 Penalty: 5740.616211
	Iteration 32Q: 3 clusters Score -1.352699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -13526986.000000 Penalty: 5740.616211
	Iteration 33Q: 3 clusters Score -1.352699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -13526986.000000 Penalty: 5740.616211
	Iteration 34F: 3 clusters Score -1.352699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Entering Unmasked Estep 
Score: -5814903.000000 Penalty: 2673.269043
	Iteration 0F: 2 clusters Score -5814903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -5782470.000000 Penalty: 5346.538086
	Iteration 0F: 3 clusters Score -5782470 nChanged 22107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -5794846.500000 Penalty: 5346.538086
	Iteration 1F: 3 clusters Score -5794846 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -5795616.000000 Penalty: 5346.538086
	Iteration 2Q: 3 clusters Score -5795616 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -5796410.000000 Penalty: 5346.538086
	Iteration 3Q: 3 clusters Score -5796410 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -5797284.000000 Penalty: 5346.538086
	Iteration 4Q: 3 clusters Score -5797284 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -5798258.000000 Penalty: 5346.538086
	Iteration 5Q: 3 clusters Score -5798258 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -5799345.000000 Penalty: 5346.538086
	Iteration 6Q: 3 clusters Score -5799345 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -5800702.500000 Penalty: 5346.538086
	Iteration 7F: 3 clusters Score -5800702 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -5802430.000000 Penalty: 5346.538086
	Iteration 8F: 3 clusters Score -5802430 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -5804241.000000 Penalty: 5346.538086
	Iteration 9F: 3 clusters Score -5804241 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -5805999.500000 Penalty: 5346.538086
	Iteration 10F: 3 clusters Score -5806000 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -5807649.000000 Penalty: 5346.538086
	Iteration 11Q: 3 clusters Score -5807649 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -5808974.000000 Penalty: 5346.538086
	Iteration 12Q: 3 clusters Score -5808974 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -5809995.000000 Penalty: 5346.538086
	Iteration 13Q: 3 clusters Score -5809995 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -5810765.000000 Penalty: 5346.538086
	Iteration 14Q: 3 clusters Score -5810765 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -5811369.500000 Penalty: 5346.538086
	Iteration 15Q: 3 clusters Score -5811370 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -5811872.500000 Penalty: 5346.538086
	Iteration 16Q: 3 clusters Score -5811872 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -5812239.000000 Penalty: 5346.538086
	Iteration 17Q: 3 clusters Score -5812239 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -5812483.000000 Penalty: 5346.538086
	Iteration 18Q: 3 clusters Score -5812483 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -5812638.000000 Penalty: 5346.538086
	Iteration 19Q: 3 clusters Score -5812638 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -5812749.500000 Penalty: 5346.538086
	Iteration 20F: 3 clusters Score -5812750 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -5812814.500000 Penalty: 5346.538086
	Iteration 21Q: 3 clusters Score -5812814 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -5812885.000000 Penalty: 5346.538086
	Iteration 22Q: 3 clusters Score -5812885 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -5812923.500000 Penalty: 5346.538086
	Iteration 23Q: 3 clusters Score -5812924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -5812961.000000 Penalty: 5346.538086
	Iteration 24Q: 3 clusters Score -5812961 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -5812970.000000 Penalty: 5346.538086
	Iteration 25Q: 3 clusters Score -5812970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -5812983.500000 Penalty: 5346.538086
	Iteration 26Q: 3 clusters Score -5812984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -5812983.500000 Penalty: 5346.538086
	Iteration 27Q: 3 clusters Score -5812984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -5812991.500000 Penalty: 5346.538086
	Iteration 28Q: 3 clusters Score -5812992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -5812997.500000 Penalty: 5346.538086
	Iteration 29Q: 3 clusters Score -5812998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -5813010.000000 Penalty: 5346.538086
	Iteration 30Q: 3 clusters Score -5813010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -5813015.500000 Penalty: 5346.538086
	Iteration 31Q: 3 clusters Score -5813016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -5813011.500000 Penalty: 5346.538086
	Iteration 32Q: 3 clusters Score -5813012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -5813020.000000 Penalty: 5346.538086
	Iteration 33Q: 3 clusters Score -5813020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -5813015.500000 Penalty: 5346.538086
	Iteration 34Q: 3 clusters Score -5813016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -5813020.000000 Penalty: 5346.538086
	Iteration 35Q: 3 clusters Score -5813020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -5813023.500000 Penalty: 5346.538086
	Iteration 36Q: 3 clusters Score -5813024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -5813026.500000 Penalty: 5346.538086
	Iteration 37Q: 3 clusters Score -5813026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -5813035.500000 Penalty: 5346.538086
	Iteration 38Q: 3 clusters Score -5813036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -5813039.500000 Penalty: 5346.538086
	Iteration 39Q: 3 clusters Score -5813040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -5813042.500000 Penalty: 5346.538086
	Iteration 40F: 3 clusters Score -5813042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -5813044.000000 Penalty: 5346.538086
	Iteration 41Q: 3 clusters Score -5813044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -5813040.500000 Penalty: 5346.538086
	Iteration 42Q: 3 clusters Score -5813040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -5813039.000000 Penalty: 5346.538086
	Iteration 43Q: 3 clusters Score -5813039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -5813045.500000 Penalty: 5346.538086
	Iteration 44Q: 3 clusters Score -5813046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -5813045.500000 Penalty: 5346.538086
	Iteration 45F: 3 clusters Score -5813046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (258395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258395 members 
Entering Unmasked Estep 
Score: -33388076.000000 Penalty: 3090.636719
	Iteration 0F: 2 clusters Score -3.338808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129395 members 
Mstep: Class 2 contains 129000 members 
Entering Unmasked Estep 
Score: -33228142.000000 Penalty: 6181.273438
	Iteration 0F: 3 clusters Score -3.322814e+07 nChanged 124686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135249 members 
Mstep: Class 2 contains 123146 members 
Entering Unmasked Estep 
Score: -33301068.000000 Penalty: 6181.273438
	Iteration 1F: 3 clusters Score -3.330107e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139140 members 
Mstep: Class 2 contains 119255 members 
Entering Unmasked Estep 
Score: -33302578.000000 Penalty: 6181.273438
	Iteration 2Q: 3 clusters Score -3.330258e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145220 members 
Mstep: Class 2 contains 113175 members 
Entering Unmasked Estep 
Score: -33305128.000000 Penalty: 6181.273438
	Iteration 3Q: 3 clusters Score -3.330513e+07 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154379 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -33309744.000000 Penalty: 6181.273438
	Iteration 4Q: 3 clusters Score -3.330974e+07 nChanged 15105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167312 members 
Mstep: Class 2 contains 91083 members 
Entering Unmasked Estep 
Score: -33317008.000000 Penalty: 6181.273438
	Iteration 5F: 3 clusters Score -3.331701e+07 nChanged 18324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183816 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -33327998.000000 Penalty: 6181.273438
	Iteration 6F: 3 clusters Score -3.3328e+07 nChanged 19366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201750 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -33342372.000000 Penalty: 6181.273438
	Iteration 7F: 3 clusters Score -3.334237e+07 nChanged 16986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217338 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -33357398.000000 Penalty: 6181.273438
	Iteration 8F: 3 clusters Score -3.33574e+07 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229130 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -33369356.000000 Penalty: 6181.273438
	Iteration 9Q: 3 clusters Score -3.336936e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237525 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -33375896.000000 Penalty: 6181.273438
	Iteration 10Q: 3 clusters Score -3.33759e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243332 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -33379562.000000 Penalty: 6181.273438
	Iteration 11Q: 3 clusters Score -3.337956e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247765 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -33381864.000000 Penalty: 6181.273438
	Iteration 12Q: 3 clusters Score -3.338186e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251202 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -33383168.000000 Penalty: 6181.273438
	Iteration 13Q: 3 clusters Score -3.338317e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253825 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -33383918.000000 Penalty: 6181.273438
	Iteration 14Q: 3 clusters Score -3.338392e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255669 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -33384502.000000 Penalty: 6181.273438
	Iteration 15Q: 3 clusters Score -3.33845e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256864 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -33384900.000000 Penalty: 6181.273438
	Iteration 16Q: 3 clusters Score -3.33849e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257480 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -33385224.000000 Penalty: 6181.273438
	Iteration 17Q: 3 clusters Score -3.338522e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257778 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -33385362.000000 Penalty: 6181.273438
	Iteration 18Q: 3 clusters Score -3.338536e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257913 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -33385396.000000 Penalty: 6181.273438
	Iteration 19Q: 3 clusters Score -3.33854e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257977 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -33385450.000000 Penalty: 6181.273438
	Iteration 20F: 3 clusters Score -3.338545e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258024 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -33385482.000000 Penalty: 6181.273438
	Iteration 21Q: 3 clusters Score -3.338548e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258051 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33385470.000000 Penalty: 6181.273438
	Iteration 22Q: 3 clusters Score -3.338547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258067 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33385496.000000 Penalty: 6181.273438
	Iteration 23Q: 3 clusters Score -3.33855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258076 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -33385482.000000 Penalty: 6181.273438
	Iteration 24Q: 3 clusters Score -3.338548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258084 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33385492.000000 Penalty: 6181.273438
	Iteration 25Q: 3 clusters Score -3.338549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258088 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33385514.000000 Penalty: 6181.273438
	Iteration 26Q: 3 clusters Score -3.338551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258094 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33385532.000000 Penalty: 6181.273438
	Iteration 27Q: 3 clusters Score -3.338553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258097 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33385534.000000 Penalty: 6181.273438
	Iteration 28Q: 3 clusters Score -3.338553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258099 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33385524.000000 Penalty: 6181.273438
	Iteration 29Q: 3 clusters Score -3.338552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258099 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33385524.000000 Penalty: 6181.273438
	Iteration 30F: 3 clusters Score -3.338552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Entering Unmasked Estep 
Score: -3510927.000000 Penalty: 2529.450684
	Iteration 0F: 2 clusters Score -3510927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3492327.250000 Penalty: 5058.901367
	Iteration 0F: 3 clusters Score -3492327 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3498926.750000 Penalty: 5058.901367
	Iteration 1F: 3 clusters Score -3498927 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3499351.000000 Penalty: 5058.901367
	Iteration 2Q: 3 clusters Score -3499351 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3499728.500000 Penalty: 5058.901367
	Iteration 3Q: 3 clusters Score -3499728 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3500077.500000 Penalty: 5058.901367
	Iteration 4Q: 3 clusters Score -3500078 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3500451.000000 Penalty: 5058.901367
	Iteration 5Q: 3 clusters Score -3500451 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3500901.500000 Penalty: 5058.901367
	Iteration 6Q: 3 clusters Score -3500902 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3501536.500000 Penalty: 5058.901367
	Iteration 7Q: 3 clusters Score -3501536 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3502460.000000 Penalty: 5058.901367
	Iteration 8F: 3 clusters Score -3502460 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3503687.000000 Penalty: 5058.901367
	Iteration 9F: 3 clusters Score -3503687 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3505159.750000 Penalty: 5058.901367
	Iteration 10F: 3 clusters Score -3505160 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3506505.000000 Penalty: 5058.901367
	Iteration 11F: 3 clusters Score -3506505 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3507458.750000 Penalty: 5058.901367
	Iteration 12Q: 3 clusters Score -3507459 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3508001.250000 Penalty: 5058.901367
	Iteration 13Q: 3 clusters Score -3508001 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3508282.250000 Penalty: 5058.901367
	Iteration 14Q: 3 clusters Score -3508282 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3508421.000000 Penalty: 5058.901367
	Iteration 15Q: 3 clusters Score -3508421 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3508514.750000 Penalty: 5058.901367
	Iteration 16Q: 3 clusters Score -3508515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3508570.000000 Penalty: 5058.901367
	Iteration 17Q: 3 clusters Score -3508570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3508619.250000 Penalty: 5058.901367
	Iteration 18Q: 3 clusters Score -3508619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3508639.000000 Penalty: 5058.901367
	Iteration 19Q: 3 clusters Score -3508639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3508660.000000 Penalty: 5058.901367
	Iteration 20F: 3 clusters Score -3508660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3508678.250000 Penalty: 5058.901367
	Iteration 21Q: 3 clusters Score -3508678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3508693.500000 Penalty: 5058.901367
	Iteration 22Q: 3 clusters Score -3508694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3508709.000000 Penalty: 5058.901367
	Iteration 23Q: 3 clusters Score -3508709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3508715.250000 Penalty: 5058.901367
	Iteration 24Q: 3 clusters Score -3508715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3508721.250000 Penalty: 5058.901367
	Iteration 25Q: 3 clusters Score -3508721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3508727.750000 Penalty: 5058.901367
	Iteration 26Q: 3 clusters Score -3508728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3508737.500000 Penalty: 5058.901367
	Iteration 27Q: 3 clusters Score -3508738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3508744.750000 Penalty: 5058.901367
	Iteration 28Q: 3 clusters Score -3508745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3508752.500000 Penalty: 5058.901367
	Iteration 29Q: 3 clusters Score -3508752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3508752.500000 Penalty: 5058.901367
	Iteration 30Q: 3 clusters Score -3508752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3508752.500000 Penalty: 5058.901367
	Iteration 31F: 3 clusters Score -3508752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Entering Unmasked Estep 
Score: -4395633.500000 Penalty: 2587.229980
	Iteration 0F: 2 clusters Score -4395634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -4372399.500000 Penalty: 5174.459961
	Iteration 0F: 3 clusters Score -4372400 nChanged 15395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -4380932.500000 Penalty: 5174.459961
	Iteration 1F: 3 clusters Score -4380932 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -4381550.500000 Penalty: 5174.459961
	Iteration 2Q: 3 clusters Score -4381550 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4382231.500000 Penalty: 5174.459961
	Iteration 3Q: 3 clusters Score -4382232 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -4383150.500000 Penalty: 5174.459961
	Iteration 4F: 3 clusters Score -4383150 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -4384537.000000 Penalty: 5174.459961
	Iteration 5F: 3 clusters Score -4384537 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -4386399.500000 Penalty: 5174.459961
	Iteration 6F: 3 clusters Score -4386400 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4388627.000000 Penalty: 5174.459961
	Iteration 7F: 3 clusters Score -4388627 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4390778.000000 Penalty: 5174.459961
	Iteration 8F: 3 clusters Score -4390778 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4392159.000000 Penalty: 5174.459961
	Iteration 9Q: 3 clusters Score -4392159 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4392812.500000 Penalty: 5174.459961
	Iteration 10Q: 3 clusters Score -4392812 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4393092.000000 Penalty: 5174.459961
	Iteration 11Q: 3 clusters Score -4393092 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4393209.000000 Penalty: 5174.459961
	Iteration 12Q: 3 clusters Score -4393209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4393269.500000 Penalty: 5174.459961
	Iteration 13Q: 3 clusters Score -4393270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4393309.000000 Penalty: 5174.459961
	Iteration 14Q: 3 clusters Score -4393309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4393348.500000 Penalty: 5174.459961
	Iteration 15Q: 3 clusters Score -4393348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4393356.000000 Penalty: 5174.459961
	Iteration 16Q: 3 clusters Score -4393356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4393369.000000 Penalty: 5174.459961
	Iteration 17Q: 3 clusters Score -4393369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4393381.500000 Penalty: 5174.459961
	Iteration 18Q: 3 clusters Score -4393382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4393390.000000 Penalty: 5174.459961
	Iteration 19Q: 3 clusters Score -4393390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4393391.500000 Penalty: 5174.459961
	Iteration 20F: 3 clusters Score -4393392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4393398.500000 Penalty: 5174.459961
	Iteration 21Q: 3 clusters Score -4393398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4393399.500000 Penalty: 5174.459961
	Iteration 22Q: 3 clusters Score -4393400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4393402.000000 Penalty: 5174.459961
	Iteration 23Q: 3 clusters Score -4393402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4393405.500000 Penalty: 5174.459961
	Iteration 24Q: 3 clusters Score -4393406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4393405.500000 Penalty: 5174.459961
	Iteration 25F: 3 clusters Score -4393406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Entering Unmasked Estep 
Score: -6468392.500000 Penalty: 2681.428223
	Iteration 0F: 2 clusters Score -6468392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -6434974.000000 Penalty: 5362.856445
	Iteration 0F: 3 clusters Score -6434974 nChanged 22866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -6447926.500000 Penalty: 5362.856445
	Iteration 1F: 3 clusters Score -6447926 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -6448871.000000 Penalty: 5362.856445
	Iteration 2Q: 3 clusters Score -6448871 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -6450139.500000 Penalty: 5362.856445
	Iteration 3Q: 3 clusters Score -6450140 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -6451714.500000 Penalty: 5362.856445
	Iteration 4F: 3 clusters Score -6451714 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -6453466.500000 Penalty: 5362.856445
	Iteration 5F: 3 clusters Score -6453466 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -6455286.000000 Penalty: 5362.856445
	Iteration 6F: 3 clusters Score -6455286 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -6457207.500000 Penalty: 5362.856445
	Iteration 7F: 3 clusters Score -6457208 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -6458999.500000 Penalty: 5362.856445
	Iteration 8F: 3 clusters Score -6459000 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -6460739.000000 Penalty: 5362.856445
	Iteration 9F: 3 clusters Score -6460739 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -6462247.000000 Penalty: 5362.856445
	Iteration 10Q: 3 clusters Score -6462247 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -6463426.000000 Penalty: 5362.856445
	Iteration 11Q: 3 clusters Score -6463426 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -6464312.000000 Penalty: 5362.856445
	Iteration 12Q: 3 clusters Score -6464312 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6464894.500000 Penalty: 5362.856445
	Iteration 13Q: 3 clusters Score -6464894 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6465360.500000 Penalty: 5362.856445
	Iteration 14Q: 3 clusters Score -6465360 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6465639.000000 Penalty: 5362.856445
	Iteration 15Q: 3 clusters Score -6465639 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6465831.500000 Penalty: 5362.856445
	Iteration 16Q: 3 clusters Score -6465832 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6465939.500000 Penalty: 5362.856445
	Iteration 17Q: 3 clusters Score -6465940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6466016.000000 Penalty: 5362.856445
	Iteration 18Q: 3 clusters Score -6466016 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6466092.500000 Penalty: 5362.856445
	Iteration 19Q: 3 clusters Score -6466092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6466140.500000 Penalty: 5362.856445
	Iteration 20F: 3 clusters Score -6466140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6466176.000000 Penalty: 5362.856445
	Iteration 21Q: 3 clusters Score -6466176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6466196.000000 Penalty: 5362.856445
	Iteration 22Q: 3 clusters Score -6466196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6466221.500000 Penalty: 5362.856445
	Iteration 23Q: 3 clusters Score -6466222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6466245.000000 Penalty: 5362.856445
	Iteration 24Q: 3 clusters Score -6466245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6466266.000000 Penalty: 5362.856445
	Iteration 25Q: 3 clusters Score -6466266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6466266.500000 Penalty: 5362.856445
	Iteration 26Q: 3 clusters Score -6466266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6466268.500000 Penalty: 5362.856445
	Iteration 27Q: 3 clusters Score -6466268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6466272.000000 Penalty: 5362.856445
	Iteration 28Q: 3 clusters Score -6466272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6466271.500000 Penalty: 5362.856445
	Iteration 29Q: 3 clusters Score -6466272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6466271.500000 Penalty: 5362.856445
	Iteration 30F: 3 clusters Score -6466272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -96699.609375 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -96699.61 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 417 members 
Entering Unmasked Estep 
Score: -94868.367188 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -94868.37 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95172.406250 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -95172.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95270.460938 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -95270.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95337.359375 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -95337.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95377.437500 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -95377.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95411.359375 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -95411.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95457.085938 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -95457.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95494.140625 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -95494.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95529.437500 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -95529.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95539.851562 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -95539.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95548.343750 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -95548.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95552.179688 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -95552.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95555.546875 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -95555.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95557.250000 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -95557.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95559.218750 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -95559.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95559.218750 Penalty: 3338.584961
	Iteration 15F: 3 clusters Score -95559.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Entering Unmasked Estep 
Score: -867961.687500 Penalty: 2200.446289
	Iteration 0F: 2 clusters Score -867961.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -862150.437500 Penalty: 4400.892578
	Iteration 0F: 3 clusters Score -862150.4 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -863675.250000 Penalty: 4400.892578
	Iteration 1F: 3 clusters Score -863675.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -863968.750000 Penalty: 4400.892578
	Iteration 2F: 3 clusters Score -863968.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -864167.875000 Penalty: 4400.892578
	Iteration 3F: 3 clusters Score -864167.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -864319.000000 Penalty: 4400.892578
	Iteration 4Q: 3 clusters Score -864319 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -864460.375000 Penalty: 4400.892578
	Iteration 5Q: 3 clusters Score -864460.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -864590.875000 Penalty: 4400.892578
	Iteration 6Q: 3 clusters Score -864590.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -864722.812500 Penalty: 4400.892578
	Iteration 7Q: 3 clusters Score -864722.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -864848.250000 Penalty: 4400.892578
	Iteration 8Q: 3 clusters Score -864848.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -864981.750000 Penalty: 4400.892578
	Iteration 9Q: 3 clusters Score -864981.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -865107.625000 Penalty: 4400.892578
	Iteration 10Q: 3 clusters Score -865107.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -865225.312500 Penalty: 4400.892578
	Iteration 11Q: 3 clusters Score -865225.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -865378.375000 Penalty: 4400.892578
	Iteration 12Q: 3 clusters Score -865378.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -865512.437500 Penalty: 4400.892578
	Iteration 13Q: 3 clusters Score -865512.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -865633.125000 Penalty: 4400.892578
	Iteration 14Q: 3 clusters Score -865633.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -865711.937500 Penalty: 4400.892578
	Iteration 15Q: 3 clusters Score -865711.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -865783.437500 Penalty: 4400.892578
	Iteration 16Q: 3 clusters Score -865783.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -865849.500000 Penalty: 4400.892578
	Iteration 17Q: 3 clusters Score -865849.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -865903.187500 Penalty: 4400.892578
	Iteration 18Q: 3 clusters Score -865903.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -865944.250000 Penalty: 4400.892578
	Iteration 19Q: 3 clusters Score -865944.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -865972.312500 Penalty: 4400.892578
	Iteration 20F: 3 clusters Score -865972.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -866001.937500 Penalty: 4400.892578
	Iteration 21Q: 3 clusters Score -866001.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -866018.750000 Penalty: 4400.892578
	Iteration 22Q: 3 clusters Score -866018.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -866030.500000 Penalty: 4400.892578
	Iteration 23Q: 3 clusters Score -866030.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -866048.562500 Penalty: 4400.892578
	Iteration 24Q: 3 clusters Score -866048.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -866062.625000 Penalty: 4400.892578
	Iteration 25Q: 3 clusters Score -866062.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -866070.187500 Penalty: 4400.892578
	Iteration 26Q: 3 clusters Score -866070.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -866076.875000 Penalty: 4400.892578
	Iteration 27Q: 3 clusters Score -866076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -866078.625000 Penalty: 4400.892578
	Iteration 28Q: 3 clusters Score -866078.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -866084.875000 Penalty: 4400.892578
	Iteration 29Q: 3 clusters Score -866084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -866090.437500 Penalty: 4400.892578
	Iteration 30Q: 3 clusters Score -866090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -866092.625000 Penalty: 4400.892578
	Iteration 31Q: 3 clusters Score -866092.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -866097.750000 Penalty: 4400.892578
	Iteration 32Q: 3 clusters Score -866097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -866101.375000 Penalty: 4400.892578
	Iteration 33Q: 3 clusters Score -866101.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -866103.687500 Penalty: 4400.892578
	Iteration 34Q: 3 clusters Score -866103.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -866108.187500 Penalty: 4400.892578
	Iteration 35Q: 3 clusters Score -866108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -866113.562500 Penalty: 4400.892578
	Iteration 36Q: 3 clusters Score -866113.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -866116.000000 Penalty: 4400.892578
	Iteration 37Q: 3 clusters Score -866116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -866118.937500 Penalty: 4400.892578
	Iteration 38Q: 3 clusters Score -866118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -866121.875000 Penalty: 4400.892578
	Iteration 39Q: 3 clusters Score -866121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -866124.500000 Penalty: 4400.892578
	Iteration 40F: 3 clusters Score -866124.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -866124.125000 Penalty: 4400.892578
	Iteration 41Q: 3 clusters Score -866124.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -866124.125000 Penalty: 4400.892578
	Iteration 42F: 3 clusters Score -866124.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Entering Unmasked Estep 
Score: -4642950.000000 Penalty: 2598.003906
	Iteration 0F: 2 clusters Score -4642950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4618686.000000 Penalty: 5196.007812
	Iteration 0F: 3 clusters Score -4618686 nChanged 16305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -4627563.500000 Penalty: 5196.007812
	Iteration 1F: 3 clusters Score -4627564 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4628017.500000 Penalty: 5196.007812
	Iteration 2Q: 3 clusters Score -4628018 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4628377.500000 Penalty: 5196.007812
	Iteration 3Q: 3 clusters Score -4628378 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -4628747.000000 Penalty: 5196.007812
	Iteration 4Q: 3 clusters Score -4628747 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4629137.000000 Penalty: 5196.007812
	Iteration 5Q: 3 clusters Score -4629137 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -4629590.500000 Penalty: 5196.007812
	Iteration 6Q: 3 clusters Score -4629590 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -4630094.500000 Penalty: 5196.007812
	Iteration 7Q: 3 clusters Score -4630094 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -4630777.000000 Penalty: 5196.007812
	Iteration 8Q: 3 clusters Score -4630777 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -4631740.000000 Penalty: 5196.007812
	Iteration 9Q: 3 clusters Score -4631740 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -4633141.500000 Penalty: 5196.007812
	Iteration 10F: 3 clusters Score -4633142 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -4634895.500000 Penalty: 5196.007812
	Iteration 11F: 3 clusters Score -4634896 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4636613.500000 Penalty: 5196.007812
	Iteration 12F: 3 clusters Score -4636614 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -4637961.000000 Penalty: 5196.007812
	Iteration 13Q: 3 clusters Score -4637961 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -4638701.000000 Penalty: 5196.007812
	Iteration 14Q: 3 clusters Score -4638701 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -4639131.500000 Penalty: 5196.007812
	Iteration 15Q: 3 clusters Score -4639132 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4639437.000000 Penalty: 5196.007812
	Iteration 16Q: 3 clusters Score -4639437 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4639615.500000 Penalty: 5196.007812
	Iteration 17Q: 3 clusters Score -4639616 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4639778.000000 Penalty: 5196.007812
	Iteration 18Q: 3 clusters Score -4639778 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -4639931.000000 Penalty: 5196.007812
	Iteration 19Q: 3 clusters Score -4639931 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -4640049.000000 Penalty: 5196.007812
	Iteration 20F: 3 clusters Score -4640049 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4640146.000000 Penalty: 5196.007812
	Iteration 21Q: 3 clusters Score -4640146 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4640248.000000 Penalty: 5196.007812
	Iteration 22Q: 3 clusters Score -4640248 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -4640325.500000 Penalty: 5196.007812
	Iteration 23Q: 3 clusters Score -4640326 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4640387.000000 Penalty: 5196.007812
	Iteration 24Q: 3 clusters Score -4640387 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4640437.000000 Penalty: 5196.007812
	Iteration 25Q: 3 clusters Score -4640437 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -4640481.000000 Penalty: 5196.007812
	Iteration 26Q: 3 clusters Score -4640481 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -4640517.500000 Penalty: 5196.007812
	Iteration 27Q: 3 clusters Score -4640518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -4640544.000000 Penalty: 5196.007812
	Iteration 28Q: 3 clusters Score -4640544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -4640588.500000 Penalty: 5196.007812
	Iteration 29Q: 3 clusters Score -4640588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -4640616.500000 Penalty: 5196.007812
	Iteration 30Q: 3 clusters Score -4640616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4640627.500000 Penalty: 5196.007812
	Iteration 31Q: 3 clusters Score -4640628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4640647.500000 Penalty: 5196.007812
	Iteration 32Q: 3 clusters Score -4640648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -4640655.000000 Penalty: 5196.007812
	Iteration 33Q: 3 clusters Score -4640655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -4640663.500000 Penalty: 5196.007812
	Iteration 34Q: 3 clusters Score -4640664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -4640678.500000 Penalty: 5196.007812
	Iteration 35Q: 3 clusters Score -4640678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4640678.500000 Penalty: 5196.007812
	Iteration 36Q: 3 clusters Score -4640678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4640685.500000 Penalty: 5196.007812
	Iteration 37Q: 3 clusters Score -4640686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4640692.000000 Penalty: 5196.007812
	Iteration 38Q: 3 clusters Score -4640692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4640695.500000 Penalty: 5196.007812
	Iteration 39Q: 3 clusters Score -4640696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -4640701.500000 Penalty: 5196.007812
	Iteration 40F: 3 clusters Score -4640702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -4640707.500000 Penalty: 5196.007812
	Iteration 41Q: 3 clusters Score -4640708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4640710.000000 Penalty: 5196.007812
	Iteration 42Q: 3 clusters Score -4640710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4640707.000000 Penalty: 5196.007812
	Iteration 43Q: 3 clusters Score -4640707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -4640721.500000 Penalty: 5196.007812
	Iteration 44Q: 3 clusters Score -4640722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4640719.000000 Penalty: 5196.007812
	Iteration 45Q: 3 clusters Score -4640719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4640727.500000 Penalty: 5196.007812
	Iteration 46Q: 3 clusters Score -4640728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4640731.000000 Penalty: 5196.007812
	Iteration 47Q: 3 clusters Score -4640731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4640734.000000 Penalty: 5196.007812
	Iteration 48Q: 3 clusters Score -4640734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -4640739.000000 Penalty: 5196.007812
	Iteration 49Q: 3 clusters Score -4640739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -4640735.000000 Penalty: 5196.007812
	Iteration 50Q: 3 clusters Score -4640735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4640739.000000 Penalty: 5196.007812
	Iteration 51Q: 3 clusters Score -4640739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -4640741.500000 Penalty: 5196.007812
	Iteration 52Q: 3 clusters Score -4640742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4640746.500000 Penalty: 5196.007812
	Iteration 53Q: 3 clusters Score -4640746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4640746.000000 Penalty: 5196.007812
	Iteration 54Q: 3 clusters Score -4640746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4640740.500000 Penalty: 5196.007812
	Iteration 55Q: 3 clusters Score -4640740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4640746.000000 Penalty: 5196.007812
	Iteration 56Q: 3 clusters Score -4640746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4640746.000000 Penalty: 5196.007812
	Iteration 57F: 3 clusters Score -4640746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Entering Unmasked Estep 
Score: -574209.500000 Penalty: 2097.656494
	Iteration 0F: 2 clusters Score -574209.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -569864.125000 Penalty: 4195.312988
	Iteration 0F: 3 clusters Score -569864.1 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -570941.187500 Penalty: 4195.312988
	Iteration 1F: 3 clusters Score -570941.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -571268.562500 Penalty: 4195.312988
	Iteration 2F: 3 clusters Score -571268.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -571600.812500 Penalty: 4195.312988
	Iteration 3F: 3 clusters Score -571600.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -572006.000000 Penalty: 4195.312988
	Iteration 4F: 3 clusters Score -572006 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -572458.437500 Penalty: 4195.312988
	Iteration 5F: 3 clusters Score -572458.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -572857.125000 Penalty: 4195.312988
	Iteration 6F: 3 clusters Score -572857.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -573082.000000 Penalty: 4195.312988
	Iteration 7F: 3 clusters Score -573082 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -573174.687500 Penalty: 4195.312988
	Iteration 8Q: 3 clusters Score -573174.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -573217.500000 Penalty: 4195.312988
	Iteration 9Q: 3 clusters Score -573217.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -573239.125000 Penalty: 4195.312988
	Iteration 10Q: 3 clusters Score -573239.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -573252.250000 Penalty: 4195.312988
	Iteration 11Q: 3 clusters Score -573252.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -573261.062500 Penalty: 4195.312988
	Iteration 12Q: 3 clusters Score -573261.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -573264.562500 Penalty: 4195.312988
	Iteration 13Q: 3 clusters Score -573264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -573265.500000 Penalty: 4195.312988
	Iteration 14Q: 3 clusters Score -573265.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -573266.250000 Penalty: 4195.312988
	Iteration 15Q: 3 clusters Score -573266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -573268.250000 Penalty: 4195.312988
	Iteration 16Q: 3 clusters Score -573268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -573269.625000 Penalty: 4195.312988
	Iteration 17Q: 3 clusters Score -573269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -573269.375000 Penalty: 4195.312988
	Iteration 18Q: 3 clusters Score -573269.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -573269.375000 Penalty: 4195.312988
	Iteration 19F: 3 clusters Score -573269.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Entering Unmasked Estep 
Score: -1123589.125000 Penalty: 2260.147705
	Iteration 0F: 2 clusters Score -1123589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1116507.500000 Penalty: 4520.295410
	Iteration 0F: 3 clusters Score -1116508 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1118512.125000 Penalty: 4520.295410
	Iteration 1F: 3 clusters Score -1118512 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1118844.625000 Penalty: 4520.295410
	Iteration 2F: 3 clusters Score -1118845 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1119087.750000 Penalty: 4520.295410
	Iteration 3F: 3 clusters Score -1119088 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1119313.125000 Penalty: 4520.295410
	Iteration 4Q: 3 clusters Score -1119313 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1119512.250000 Penalty: 4520.295410
	Iteration 5Q: 3 clusters Score -1119512 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1119698.875000 Penalty: 4520.295410
	Iteration 6Q: 3 clusters Score -1119699 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1119884.625000 Penalty: 4520.295410
	Iteration 7Q: 3 clusters Score -1119885 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1120076.625000 Penalty: 4520.295410
	Iteration 8Q: 3 clusters Score -1120077 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1120247.500000 Penalty: 4520.295410
	Iteration 9Q: 3 clusters Score -1120248 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1120399.250000 Penalty: 4520.295410
	Iteration 10Q: 3 clusters Score -1120399 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1120530.875000 Penalty: 4520.295410
	Iteration 11Q: 3 clusters Score -1120531 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1120648.875000 Penalty: 4520.295410
	Iteration 12Q: 3 clusters Score -1120649 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1120773.000000 Penalty: 4520.295410
	Iteration 13Q: 3 clusters Score -1120773 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1120903.875000 Penalty: 4520.295410
	Iteration 14Q: 3 clusters Score -1120904 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1121022.750000 Penalty: 4520.295410
	Iteration 15Q: 3 clusters Score -1121023 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1121130.375000 Penalty: 4520.295410
	Iteration 16Q: 3 clusters Score -1121130 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1121226.750000 Penalty: 4520.295410
	Iteration 17Q: 3 clusters Score -1121227 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1121319.250000 Penalty: 4520.295410
	Iteration 18Q: 3 clusters Score -1121319 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1121400.750000 Penalty: 4520.295410
	Iteration 19Q: 3 clusters Score -1121401 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1121483.500000 Penalty: 4520.295410
	Iteration 20F: 3 clusters Score -1121484 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1121573.750000 Penalty: 4520.295410
	Iteration 21Q: 3 clusters Score -1121574 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1121675.000000 Penalty: 4520.295410
	Iteration 22Q: 3 clusters Score -1121675 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1121770.500000 Penalty: 4520.295410
	Iteration 23Q: 3 clusters Score -1121770 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1121838.000000 Penalty: 4520.295410
	Iteration 24Q: 3 clusters Score -1121838 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1121883.250000 Penalty: 4520.295410
	Iteration 25Q: 3 clusters Score -1121883 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1121928.125000 Penalty: 4520.295410
	Iteration 26Q: 3 clusters Score -1121928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1121952.000000 Penalty: 4520.295410
	Iteration 27Q: 3 clusters Score -1121952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1121980.625000 Penalty: 4520.295410
	Iteration 28Q: 3 clusters Score -1121981 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1122010.375000 Penalty: 4520.295410
	Iteration 29Q: 3 clusters Score -1122010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1122032.500000 Penalty: 4520.295410
	Iteration 30Q: 3 clusters Score -1122032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1122045.750000 Penalty: 4520.295410
	Iteration 31Q: 3 clusters Score -1122046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1122059.750000 Penalty: 4520.295410
	Iteration 32Q: 3 clusters Score -1122060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1122066.875000 Penalty: 4520.295410
	Iteration 33Q: 3 clusters Score -1122067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1122073.250000 Penalty: 4520.295410
	Iteration 34Q: 3 clusters Score -1122073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1122080.500000 Penalty: 4520.295410
	Iteration 35Q: 3 clusters Score -1122080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1122085.750000 Penalty: 4520.295410
	Iteration 36Q: 3 clusters Score -1122086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1122087.625000 Penalty: 4520.295410
	Iteration 37Q: 3 clusters Score -1122088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1122091.375000 Penalty: 4520.295410
	Iteration 38Q: 3 clusters Score -1122091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1122092.250000 Penalty: 4520.295410
	Iteration 39Q: 3 clusters Score -1122092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1122092.625000 Penalty: 4520.295410
	Iteration 40F: 3 clusters Score -1122093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1122093.250000 Penalty: 4520.295410
	Iteration 41Q: 3 clusters Score -1122093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1122093.875000 Penalty: 4520.295410
	Iteration 42Q: 3 clusters Score -1122094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1122093.125000 Penalty: 4520.295410
	Iteration 43Q: 3 clusters Score -1122093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1122094.375000 Penalty: 4520.295410
	Iteration 44Q: 3 clusters Score -1122094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1122094.375000 Penalty: 4520.295410
	Iteration 45F: 3 clusters Score -1122094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Entering Unmasked Estep 
Score: -626454.687500 Penalty: 2122.609863
	Iteration 0F: 2 clusters Score -626454.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -621830.500000 Penalty: 4245.219727
	Iteration 0F: 3 clusters Score -621830.5 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -622968.062500 Penalty: 4245.219727
	Iteration 1F: 3 clusters Score -622968.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -623198.312500 Penalty: 4245.219727
	Iteration 2F: 3 clusters Score -623198.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -623392.875000 Penalty: 4245.219727
	Iteration 3F: 3 clusters Score -623392.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -623561.312500 Penalty: 4245.219727
	Iteration 4Q: 3 clusters Score -623561.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -623716.562500 Penalty: 4245.219727
	Iteration 5Q: 3 clusters Score -623716.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -623846.875000 Penalty: 4245.219727
	Iteration 6Q: 3 clusters Score -623846.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -623949.500000 Penalty: 4245.219727
	Iteration 7Q: 3 clusters Score -623949.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -624039.000000 Penalty: 4245.219727
	Iteration 8Q: 3 clusters Score -624039 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -624117.562500 Penalty: 4245.219727
	Iteration 9Q: 3 clusters Score -624117.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -624173.562500 Penalty: 4245.219727
	Iteration 10Q: 3 clusters Score -624173.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -624223.187500 Penalty: 4245.219727
	Iteration 11Q: 3 clusters Score -624223.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -624281.000000 Penalty: 4245.219727
	Iteration 12Q: 3 clusters Score -624281 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -624348.625000 Penalty: 4245.219727
	Iteration 13Q: 3 clusters Score -624348.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -624411.750000 Penalty: 4245.219727
	Iteration 14Q: 3 clusters Score -624411.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -624496.062500 Penalty: 4245.219727
	Iteration 15Q: 3 clusters Score -624496.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -624600.812500 Penalty: 4245.219727
	Iteration 16Q: 3 clusters Score -624600.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -624736.125000 Penalty: 4245.219727
	Iteration 17Q: 3 clusters Score -624736.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -624901.437500 Penalty: 4245.219727
	Iteration 18Q: 3 clusters Score -624901.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -625032.250000 Penalty: 4245.219727
	Iteration 19Q: 3 clusters Score -625032.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -625142.875000 Penalty: 4245.219727
	Iteration 20F: 3 clusters Score -625142.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -625234.375000 Penalty: 4245.219727
	Iteration 21Q: 3 clusters Score -625234.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -625291.625000 Penalty: 4245.219727
	Iteration 22Q: 3 clusters Score -625291.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -625329.062500 Penalty: 4245.219727
	Iteration 23Q: 3 clusters Score -625329.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -625356.500000 Penalty: 4245.219727
	Iteration 24Q: 3 clusters Score -625356.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -625377.875000 Penalty: 4245.219727
	Iteration 25Q: 3 clusters Score -625377.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -625398.000000 Penalty: 4245.219727
	Iteration 26Q: 3 clusters Score -625398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -625415.750000 Penalty: 4245.219727
	Iteration 27Q: 3 clusters Score -625415.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -625426.000000 Penalty: 4245.219727
	Iteration 28Q: 3 clusters Score -625426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -625430.062500 Penalty: 4245.219727
	Iteration 29Q: 3 clusters Score -625430.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -625433.250000 Penalty: 4245.219727
	Iteration 30Q: 3 clusters Score -625433.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -625435.687500 Penalty: 4245.219727
	Iteration 31Q: 3 clusters Score -625435.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -625439.375000 Penalty: 4245.219727
	Iteration 32Q: 3 clusters Score -625439.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -625440.437500 Penalty: 4245.219727
	Iteration 33Q: 3 clusters Score -625440.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -625443.812500 Penalty: 4245.219727
	Iteration 34Q: 3 clusters Score -625443.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -625448.937500 Penalty: 4245.219727
	Iteration 35Q: 3 clusters Score -625448.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -625452.375000 Penalty: 4245.219727
	Iteration 36Q: 3 clusters Score -625452.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -625453.437500 Penalty: 4245.219727
	Iteration 37Q: 3 clusters Score -625453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -625454.250000 Penalty: 4245.219727
	Iteration 38Q: 3 clusters Score -625454.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -625457.187500 Penalty: 4245.219727
	Iteration 39Q: 3 clusters Score -625457.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -625459.875000 Penalty: 4245.219727
	Iteration 40F: 3 clusters Score -625459.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -625462.437500 Penalty: 4245.219727
	Iteration 41Q: 3 clusters Score -625462.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -625466.187500 Penalty: 4245.219727
	Iteration 42Q: 3 clusters Score -625466.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -625468.375000 Penalty: 4245.219727
	Iteration 43Q: 3 clusters Score -625468.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -625472.500000 Penalty: 4245.219727
	Iteration 44Q: 3 clusters Score -625472.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -625476.000000 Penalty: 4245.219727
	Iteration 45Q: 3 clusters Score -625476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -625480.250000 Penalty: 4245.219727
	Iteration 46Q: 3 clusters Score -625480.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -625480.625000 Penalty: 4245.219727
	Iteration 47Q: 3 clusters Score -625480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -625481.437500 Penalty: 4245.219727
	Iteration 48Q: 3 clusters Score -625481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -625481.437500 Penalty: 4245.219727
	Iteration 49F: 3 clusters Score -625481.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Entering Unmasked Estep 
Score: -1579757.500000 Penalty: 2342.717041
	Iteration 0F: 2 clusters Score -1579758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1570281.625000 Penalty: 4685.434082
	Iteration 0F: 3 clusters Score -1570282 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1573291.125000 Penalty: 4685.434082
	Iteration 1F: 3 clusters Score -1573291 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1573721.750000 Penalty: 4685.434082
	Iteration 2F: 3 clusters Score -1573722 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1574070.500000 Penalty: 4685.434082
	Iteration 3F: 3 clusters Score -1574070 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1574385.500000 Penalty: 4685.434082
	Iteration 4Q: 3 clusters Score -1574386 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1574691.250000 Penalty: 4685.434082
	Iteration 5Q: 3 clusters Score -1574691 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1575060.625000 Penalty: 4685.434082
	Iteration 6Q: 3 clusters Score -1575061 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1575469.250000 Penalty: 4685.434082
	Iteration 7F: 3 clusters Score -1575469 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1575922.875000 Penalty: 4685.434082
	Iteration 8Q: 3 clusters Score -1575923 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1576468.625000 Penalty: 4685.434082
	Iteration 9Q: 3 clusters Score -1576469 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1576977.125000 Penalty: 4685.434082
	Iteration 10Q: 3 clusters Score -1576977 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1577328.625000 Penalty: 4685.434082
	Iteration 11Q: 3 clusters Score -1577329 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1577557.750000 Penalty: 4685.434082
	Iteration 12Q: 3 clusters Score -1577558 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1577712.750000 Penalty: 4685.434082
	Iteration 13Q: 3 clusters Score -1577713 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1577787.875000 Penalty: 4685.434082
	Iteration 14Q: 3 clusters Score -1577788 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1577833.500000 Penalty: 4685.434082
	Iteration 15Q: 3 clusters Score -1577834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1577864.875000 Penalty: 4685.434082
	Iteration 16Q: 3 clusters Score -1577865 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1577883.875000 Penalty: 4685.434082
	Iteration 17Q: 3 clusters Score -1577884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1577904.125000 Penalty: 4685.434082
	Iteration 18Q: 3 clusters Score -1577904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1577925.875000 Penalty: 4685.434082
	Iteration 19Q: 3 clusters Score -1577926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1577954.250000 Penalty: 4685.434082
	Iteration 20F: 3 clusters Score -1577954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1577974.875000 Penalty: 4685.434082
	Iteration 21Q: 3 clusters Score -1577975 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1577990.750000 Penalty: 4685.434082
	Iteration 22Q: 3 clusters Score -1577991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1578008.000000 Penalty: 4685.434082
	Iteration 23Q: 3 clusters Score -1578008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1578022.500000 Penalty: 4685.434082
	Iteration 24Q: 3 clusters Score -1578022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1578034.375000 Penalty: 4685.434082
	Iteration 25Q: 3 clusters Score -1578034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1578045.500000 Penalty: 4685.434082
	Iteration 26Q: 3 clusters Score -1578046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1578051.625000 Penalty: 4685.434082
	Iteration 27Q: 3 clusters Score -1578052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1578055.250000 Penalty: 4685.434082
	Iteration 28Q: 3 clusters Score -1578055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1578055.625000 Penalty: 4685.434082
	Iteration 29Q: 3 clusters Score -1578056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1578061.875000 Penalty: 4685.434082
	Iteration 30Q: 3 clusters Score -1578062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1578064.875000 Penalty: 4685.434082
	Iteration 31Q: 3 clusters Score -1578065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1578072.250000 Penalty: 4685.434082
	Iteration 32Q: 3 clusters Score -1578072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1578074.375000 Penalty: 4685.434082
	Iteration 33Q: 3 clusters Score -1578074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1578081.875000 Penalty: 4685.434082
	Iteration 34Q: 3 clusters Score -1578082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1578083.625000 Penalty: 4685.434082
	Iteration 35Q: 3 clusters Score -1578084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1578082.375000 Penalty: 4685.434082
	Iteration 36Q: 3 clusters Score -1578082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1578083.500000 Penalty: 4685.434082
	Iteration 37Q: 3 clusters Score -1578084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1578083.625000 Penalty: 4685.434082
	Iteration 38Q: 3 clusters Score -1578084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1578084.125000 Penalty: 4685.434082
	Iteration 39Q: 3 clusters Score -1578084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1578083.000000 Penalty: 4685.434082
	Iteration 40F: 3 clusters Score -1578083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1578085.750000 Penalty: 4685.434082
	Iteration 41Q: 3 clusters Score -1578086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1578085.750000 Penalty: 4685.434082
	Iteration 42F: 3 clusters Score -1578086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Entering Unmasked Estep 
Score: -950327.562500 Penalty: 2221.909180
	Iteration 0F: 2 clusters Score -950327.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -944022.000000 Penalty: 4443.818359
	Iteration 0F: 3 clusters Score -944022 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -945768.875000 Penalty: 4443.818359
	Iteration 1F: 3 clusters Score -945768.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -946005.062500 Penalty: 4443.818359
	Iteration 2F: 3 clusters Score -946005.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -946197.125000 Penalty: 4443.818359
	Iteration 3F: 3 clusters Score -946197.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -946341.625000 Penalty: 4443.818359
	Iteration 4Q: 3 clusters Score -946341.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -946474.437500 Penalty: 4443.818359
	Iteration 5Q: 3 clusters Score -946474.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -946595.187500 Penalty: 4443.818359
	Iteration 6Q: 3 clusters Score -946595.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -946720.937500 Penalty: 4443.818359
	Iteration 7Q: 3 clusters Score -946720.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -946848.187500 Penalty: 4443.818359
	Iteration 8Q: 3 clusters Score -946848.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -947009.125000 Penalty: 4443.818359
	Iteration 9Q: 3 clusters Score -947009.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -947184.000000 Penalty: 4443.818359
	Iteration 10Q: 3 clusters Score -947184 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -947393.562500 Penalty: 4443.818359
	Iteration 11Q: 3 clusters Score -947393.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -947566.687500 Penalty: 4443.818359
	Iteration 12Q: 3 clusters Score -947566.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -947710.500000 Penalty: 4443.818359
	Iteration 13Q: 3 clusters Score -947710.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -947851.625000 Penalty: 4443.818359
	Iteration 14Q: 3 clusters Score -947851.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -947982.000000 Penalty: 4443.818359
	Iteration 15Q: 3 clusters Score -947982 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -948084.687500 Penalty: 4443.818359
	Iteration 16Q: 3 clusters Score -948084.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -948174.625000 Penalty: 4443.818359
	Iteration 17Q: 3 clusters Score -948174.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -948240.812500 Penalty: 4443.818359
	Iteration 18Q: 3 clusters Score -948240.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -948281.062500 Penalty: 4443.818359
	Iteration 19Q: 3 clusters Score -948281.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -948315.937500 Penalty: 4443.818359
	Iteration 20F: 3 clusters Score -948315.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -948336.250000 Penalty: 4443.818359
	Iteration 21Q: 3 clusters Score -948336.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -948357.062500 Penalty: 4443.818359
	Iteration 22Q: 3 clusters Score -948357.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -948380.625000 Penalty: 4443.818359
	Iteration 23Q: 3 clusters Score -948380.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -948396.812500 Penalty: 4443.818359
	Iteration 24Q: 3 clusters Score -948396.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -948405.437500 Penalty: 4443.818359
	Iteration 25Q: 3 clusters Score -948405.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -948414.625000 Penalty: 4443.818359
	Iteration 26Q: 3 clusters Score -948414.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -948420.937500 Penalty: 4443.818359
	Iteration 27Q: 3 clusters Score -948420.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -948421.750000 Penalty: 4443.818359
	Iteration 28Q: 3 clusters Score -948421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -948426.375000 Penalty: 4443.818359
	Iteration 29Q: 3 clusters Score -948426.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -948429.812500 Penalty: 4443.818359
	Iteration 30Q: 3 clusters Score -948429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -948430.187500 Penalty: 4443.818359
	Iteration 31Q: 3 clusters Score -948430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -948433.500000 Penalty: 4443.818359
	Iteration 32Q: 3 clusters Score -948433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -948434.937500 Penalty: 4443.818359
	Iteration 33Q: 3 clusters Score -948434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -948435.125000 Penalty: 4443.818359
	Iteration 34Q: 3 clusters Score -948435.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -948438.062500 Penalty: 4443.818359
	Iteration 35Q: 3 clusters Score -948438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -948438.312500 Penalty: 4443.818359
	Iteration 36Q: 3 clusters Score -948438.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -948439.437500 Penalty: 4443.818359
	Iteration 37Q: 3 clusters Score -948439.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -948439.437500 Penalty: 4443.818359
	Iteration 38F: 3 clusters Score -948439.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -86898.671875 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -86898.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85210.625000 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -85210.62 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85450.875000 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -85450.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85539.023438 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -85539.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85589.046875 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -85589.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85618.226562 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -85618.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85645.757812 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -85645.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85653.984375 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -85653.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85661.171875 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -85661.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85664.781250 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -85664.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85673.054688 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -85673.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85673.984375 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -85673.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85673.984375 Penalty: 3270.829102
	Iteration 11F: 3 clusters Score -85673.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Entering Unmasked Estep 
Score: -977617.812500 Penalty: 2245.719971
	Iteration 0F: 2 clusters Score -977617.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -971000.000000 Penalty: 4491.439941
	Iteration 0F: 3 clusters Score -971000 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -973213.812500 Penalty: 4491.439941
	Iteration 1F: 3 clusters Score -973213.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -973863.812500 Penalty: 4491.439941
	Iteration 2F: 3 clusters Score -973863.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -974408.812500 Penalty: 4491.439941
	Iteration 3F: 3 clusters Score -974408.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -974898.875000 Penalty: 4491.439941
	Iteration 4F: 3 clusters Score -974898.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -975326.750000 Penalty: 4491.439941
	Iteration 5F: 3 clusters Score -975326.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -975649.500000 Penalty: 4491.439941
	Iteration 6F: 3 clusters Score -975649.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -975908.250000 Penalty: 4491.439941
	Iteration 7Q: 3 clusters Score -975908.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -976101.500000 Penalty: 4491.439941
	Iteration 8Q: 3 clusters Score -976101.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -976259.437500 Penalty: 4491.439941
	Iteration 9Q: 3 clusters Score -976259.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -976388.250000 Penalty: 4491.439941
	Iteration 10Q: 3 clusters Score -976388.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -976496.000000 Penalty: 4491.439941
	Iteration 11Q: 3 clusters Score -976496 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -976598.687500 Penalty: 4491.439941
	Iteration 12Q: 3 clusters Score -976598.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -976682.375000 Penalty: 4491.439941
	Iteration 13Q: 3 clusters Score -976682.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -976744.250000 Penalty: 4491.439941
	Iteration 14Q: 3 clusters Score -976744.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -976784.812500 Penalty: 4491.439941
	Iteration 15Q: 3 clusters Score -976784.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -976823.625000 Penalty: 4491.439941
	Iteration 16Q: 3 clusters Score -976823.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -976844.625000 Penalty: 4491.439941
	Iteration 17Q: 3 clusters Score -976844.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -976859.812500 Penalty: 4491.439941
	Iteration 18Q: 3 clusters Score -976859.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -976872.437500 Penalty: 4491.439941
	Iteration 19Q: 3 clusters Score -976872.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -976881.812500 Penalty: 4491.439941
	Iteration 20F: 3 clusters Score -976881.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -976887.875000 Penalty: 4491.439941
	Iteration 21Q: 3 clusters Score -976887.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -976894.375000 Penalty: 4491.439941
	Iteration 22Q: 3 clusters Score -976894.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -976904.312500 Penalty: 4491.439941
	Iteration 23Q: 3 clusters Score -976904.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -976914.125000 Penalty: 4491.439941
	Iteration 24Q: 3 clusters Score -976914.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -976919.750000 Penalty: 4491.439941
	Iteration 25Q: 3 clusters Score -976919.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -976925.312500 Penalty: 4491.439941
	Iteration 26Q: 3 clusters Score -976925.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -976929.187500 Penalty: 4491.439941
	Iteration 27Q: 3 clusters Score -976929.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -976930.062500 Penalty: 4491.439941
	Iteration 28Q: 3 clusters Score -976930.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -976935.062500 Penalty: 4491.439941
	Iteration 29Q: 3 clusters Score -976935.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -976939.437500 Penalty: 4491.439941
	Iteration 30Q: 3 clusters Score -976939.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -976949.375000 Penalty: 4491.439941
	Iteration 31Q: 3 clusters Score -976949.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -976952.562500 Penalty: 4491.439941
	Iteration 32Q: 3 clusters Score -976952.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -976957.000000 Penalty: 4491.439941
	Iteration 33Q: 3 clusters Score -976957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -976960.750000 Penalty: 4491.439941
	Iteration 34Q: 3 clusters Score -976960.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -976964.812500 Penalty: 4491.439941
	Iteration 35Q: 3 clusters Score -976964.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -976966.750000 Penalty: 4491.439941
	Iteration 36Q: 3 clusters Score -976966.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -976972.937500 Penalty: 4491.439941
	Iteration 37Q: 3 clusters Score -976972.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -976973.625000 Penalty: 4491.439941
	Iteration 38Q: 3 clusters Score -976973.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -976975.125000 Penalty: 4491.439941
	Iteration 39Q: 3 clusters Score -976975.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -976976.062500 Penalty: 4491.439941
	Iteration 40F: 3 clusters Score -976976.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -976979.937500 Penalty: 4491.439941
	Iteration 41Q: 3 clusters Score -976979.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -976982.250000 Penalty: 4491.439941
	Iteration 42Q: 3 clusters Score -976982.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -976984.250000 Penalty: 4491.439941
	Iteration 43Q: 3 clusters Score -976984.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -976985.312500 Penalty: 4491.439941
	Iteration 44Q: 3 clusters Score -976985.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -976987.187500 Penalty: 4491.439941
	Iteration 45Q: 3 clusters Score -976987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -976992.625000 Penalty: 4491.439941
	Iteration 46Q: 3 clusters Score -976992.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -976993.687500 Penalty: 4491.439941
	Iteration 47Q: 3 clusters Score -976993.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -976994.375000 Penalty: 4491.439941
	Iteration 48Q: 3 clusters Score -976994.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -976998.500000 Penalty: 4491.439941
	Iteration 49Q: 3 clusters Score -976998.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -976999.562500 Penalty: 4491.439941
	Iteration 50Q: 3 clusters Score -976999.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -977001.375000 Penalty: 4491.439941
	Iteration 51Q: 3 clusters Score -977001.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -977009.375000 Penalty: 4491.439941
	Iteration 52Q: 3 clusters Score -977009.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -977008.250000 Penalty: 4491.439941
	Iteration 53Q: 3 clusters Score -977008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -977010.625000 Penalty: 4491.439941
	Iteration 54Q: 3 clusters Score -977010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -977010.875000 Penalty: 4491.439941
	Iteration 55Q: 3 clusters Score -977010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -977014.250000 Penalty: 4491.439941
	Iteration 56Q: 3 clusters Score -977014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -977014.687500 Penalty: 4491.439941
	Iteration 57Q: 3 clusters Score -977014.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -977014.687500 Penalty: 4491.439941
	Iteration 58F: 3 clusters Score -977014.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -714103.000000 Penalty: 2142.354248
	Iteration 0F: 2 clusters Score -714103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -709196.812500 Penalty: 4284.708496
	Iteration 0F: 3 clusters Score -709196.8 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -710529.875000 Penalty: 4284.708496
	Iteration 1F: 3 clusters Score -710529.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -710858.937500 Penalty: 4284.708496
	Iteration 2F: 3 clusters Score -710858.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -711124.250000 Penalty: 4284.708496
	Iteration 3F: 3 clusters Score -711124.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -711343.687500 Penalty: 4284.708496
	Iteration 4F: 3 clusters Score -711343.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -711498.250000 Penalty: 4284.708496
	Iteration 5Q: 3 clusters Score -711498.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -711621.187500 Penalty: 4284.708496
	Iteration 6Q: 3 clusters Score -711621.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -711718.625000 Penalty: 4284.708496
	Iteration 7Q: 3 clusters Score -711718.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -711796.437500 Penalty: 4284.708496
	Iteration 8Q: 3 clusters Score -711796.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -711848.250000 Penalty: 4284.708496
	Iteration 9Q: 3 clusters Score -711848.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -711878.312500 Penalty: 4284.708496
	Iteration 10Q: 3 clusters Score -711878.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -711899.125000 Penalty: 4284.708496
	Iteration 11Q: 3 clusters Score -711899.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -711912.500000 Penalty: 4284.708496
	Iteration 12Q: 3 clusters Score -711912.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -711928.500000 Penalty: 4284.708496
	Iteration 13Q: 3 clusters Score -711928.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -711938.250000 Penalty: 4284.708496
	Iteration 14Q: 3 clusters Score -711938.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -711949.375000 Penalty: 4284.708496
	Iteration 15Q: 3 clusters Score -711949.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -711956.437500 Penalty: 4284.708496
	Iteration 16Q: 3 clusters Score -711956.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -711962.375000 Penalty: 4284.708496
	Iteration 17Q: 3 clusters Score -711962.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -711967.500000 Penalty: 4284.708496
	Iteration 18Q: 3 clusters Score -711967.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -711969.937500 Penalty: 4284.708496
	Iteration 19Q: 3 clusters Score -711969.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -711972.125000 Penalty: 4284.708496
	Iteration 20F: 3 clusters Score -711972.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -711975.937500 Penalty: 4284.708496
	Iteration 21Q: 3 clusters Score -711975.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -711979.375000 Penalty: 4284.708496
	Iteration 22Q: 3 clusters Score -711979.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -711981.375000 Penalty: 4284.708496
	Iteration 23Q: 3 clusters Score -711981.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -711987.062500 Penalty: 4284.708496
	Iteration 24Q: 3 clusters Score -711987.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -711989.375000 Penalty: 4284.708496
	Iteration 25Q: 3 clusters Score -711989.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -711993.187500 Penalty: 4284.708496
	Iteration 26Q: 3 clusters Score -711993.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -711997.500000 Penalty: 4284.708496
	Iteration 27Q: 3 clusters Score -711997.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -712000.500000 Penalty: 4284.708496
	Iteration 28Q: 3 clusters Score -712000.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -712003.937500 Penalty: 4284.708496
	Iteration 29Q: 3 clusters Score -712003.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -712007.125000 Penalty: 4284.708496
	Iteration 30Q: 3 clusters Score -712007.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -712012.250000 Penalty: 4284.708496
	Iteration 31Q: 3 clusters Score -712012.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -712014.625000 Penalty: 4284.708496
	Iteration 32Q: 3 clusters Score -712014.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -712017.687500 Penalty: 4284.708496
	Iteration 33Q: 3 clusters Score -712017.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -712018.437500 Penalty: 4284.708496
	Iteration 34Q: 3 clusters Score -712018.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -712021.562500 Penalty: 4284.708496
	Iteration 35Q: 3 clusters Score -712021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -712022.875000 Penalty: 4284.708496
	Iteration 36Q: 3 clusters Score -712022.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -712024.750000 Penalty: 4284.708496
	Iteration 37Q: 3 clusters Score -712024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -712026.000000 Penalty: 4284.708496
	Iteration 38Q: 3 clusters Score -712026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -712028.375000 Penalty: 4284.708496
	Iteration 39Q: 3 clusters Score -712028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -712029.250000 Penalty: 4284.708496
	Iteration 40F: 3 clusters Score -712029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -712028.312500 Penalty: 4284.708496
	Iteration 41Q: 3 clusters Score -712028.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -712029.937500 Penalty: 4284.708496
	Iteration 42Q: 3 clusters Score -712029.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -712032.062500 Penalty: 4284.708496
	Iteration 43Q: 3 clusters Score -712032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -712033.062500 Penalty: 4284.708496
	Iteration 44Q: 3 clusters Score -712033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -712032.625000 Penalty: 4284.708496
	Iteration 45Q: 3 clusters Score -712032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -712034.437500 Penalty: 4284.708496
	Iteration 46Q: 3 clusters Score -712034.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -712033.750000 Penalty: 4284.708496
	Iteration 47Q: 3 clusters Score -712033.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -712037.000000 Penalty: 4284.708496
	Iteration 48Q: 3 clusters Score -712037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -712039.437500 Penalty: 4284.708496
	Iteration 49Q: 3 clusters Score -712039.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -712040.375000 Penalty: 4284.708496
	Iteration 50Q: 3 clusters Score -712040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -712041.000000 Penalty: 4284.708496
	Iteration 51Q: 3 clusters Score -712041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -712040.125000 Penalty: 4284.708496
	Iteration 52Q: 3 clusters Score -712040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -712040.687500 Penalty: 4284.708496
	Iteration 53Q: 3 clusters Score -712040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -712041.937500 Penalty: 4284.708496
	Iteration 54Q: 3 clusters Score -712041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -712042.625000 Penalty: 4284.708496
	Iteration 55Q: 3 clusters Score -712042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -712042.625000 Penalty: 4284.708496
	Iteration 56F: 3 clusters Score -712042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (105420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105420 members 
Entering Unmasked Estep 
Score: -13366787.000000 Penalty: 2868.295410
	Iteration 0F: 2 clusters Score -1.336679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -13296480.000000 Penalty: 5736.590820
	Iteration 0F: 3 clusters Score -1.329648e+07 nChanged 49703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -13325279.000000 Penalty: 5736.590820
	Iteration 1F: 3 clusters Score -1.332528e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -13326718.000000 Penalty: 5736.590820
	Iteration 2Q: 3 clusters Score -1.332672e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -13329210.000000 Penalty: 5736.590820
	Iteration 3Q: 3 clusters Score -1.332921e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -13333610.000000 Penalty: 5736.590820
	Iteration 4F: 3 clusters Score -1.333361e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -13340882.000000 Penalty: 5736.590820
	Iteration 5F: 3 clusters Score -1.334088e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -13349625.000000 Penalty: 5736.590820
	Iteration 6F: 3 clusters Score -1.334962e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -13356800.000000 Penalty: 5736.590820
	Iteration 7F: 3 clusters Score -1.33568e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100285 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -13360880.000000 Penalty: 5736.590820
	Iteration 8Q: 3 clusters Score -1.336088e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -13362783.000000 Penalty: 5736.590820
	Iteration 9Q: 3 clusters Score -1.336278e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -13363701.000000 Penalty: 5736.590820
	Iteration 10Q: 3 clusters Score -1.33637e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104171 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -13364095.000000 Penalty: 5736.590820
	Iteration 11Q: 3 clusters Score -1.33641e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104432 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -13364292.000000 Penalty: 5736.590820
	Iteration 12Q: 3 clusters Score -1.336429e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104566 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -13364388.000000 Penalty: 5736.590820
	Iteration 13Q: 3 clusters Score -1.336439e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104624 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13364433.000000 Penalty: 5736.590820
	Iteration 14Q: 3 clusters Score -1.336443e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104671 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13364464.000000 Penalty: 5736.590820
	Iteration 15Q: 3 clusters Score -1.336446e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13364493.000000 Penalty: 5736.590820
	Iteration 16Q: 3 clusters Score -1.336449e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104719 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13364517.000000 Penalty: 5736.590820
	Iteration 17Q: 3 clusters Score -1.336452e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13364516.000000 Penalty: 5736.590820
	Iteration 18Q: 3 clusters Score -1.336452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -13364543.000000 Penalty: 5736.590820
	Iteration 19Q: 3 clusters Score -1.336454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13364540.000000 Penalty: 5736.590820
	Iteration 20F: 3 clusters Score -1.336454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -13364541.000000 Penalty: 5736.590820
	Iteration 21Q: 3 clusters Score -1.336454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -13364558.000000 Penalty: 5736.590820
	Iteration 22Q: 3 clusters Score -1.336456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104775 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -13364556.000000 Penalty: 5736.590820
	Iteration 23Q: 3 clusters Score -1.336456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104780 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -13364564.000000 Penalty: 5736.590820
	Iteration 24Q: 3 clusters Score -1.336456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104790 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -13364560.000000 Penalty: 5736.590820
	Iteration 25Q: 3 clusters Score -1.336456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104800 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -13364576.000000 Penalty: 5736.590820
	Iteration 26Q: 3 clusters Score -1.336458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104803 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -13364576.000000 Penalty: 5736.590820
	Iteration 27Q: 3 clusters Score -1.336458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104809 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13364591.000000 Penalty: 5736.590820
	Iteration 28Q: 3 clusters Score -1.336459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13364600.000000 Penalty: 5736.590820
	Iteration 29Q: 3 clusters Score -1.33646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104813 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -13364590.000000 Penalty: 5736.590820
	Iteration 30Q: 3 clusters Score -1.336459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104812 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -13364593.000000 Penalty: 5736.590820
	Iteration 31Q: 3 clusters Score -1.336459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13364594.000000 Penalty: 5736.590820
	Iteration 32Q: 3 clusters Score -1.336459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104812 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -13364593.000000 Penalty: 5736.590820
	Iteration 33Q: 3 clusters Score -1.336459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104813 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -13364586.000000 Penalty: 5736.590820
	Iteration 34Q: 3 clusters Score -1.336459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104814 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13364584.000000 Penalty: 5736.590820
	Iteration 35Q: 3 clusters Score -1.336458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104814 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13364584.000000 Penalty: 5736.590820
	Iteration 36F: 3 clusters Score -1.336458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -185761.437500 Penalty: 1821.009277
	Iteration 0F: 2 clusters Score -185761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -183458.062500 Penalty: 3642.018555
	Iteration 0F: 3 clusters Score -183458.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -183842.343750 Penalty: 3642.018555
	Iteration 1F: 3 clusters Score -183842.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -183943.078125 Penalty: 3642.018555
	Iteration 2F: 3 clusters Score -183943.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -184007.578125 Penalty: 3642.018555
	Iteration 3Q: 3 clusters Score -184007.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -184035.906250 Penalty: 3642.018555
	Iteration 4Q: 3 clusters Score -184035.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -184066.390625 Penalty: 3642.018555
	Iteration 5Q: 3 clusters Score -184066.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -184097.843750 Penalty: 3642.018555
	Iteration 6Q: 3 clusters Score -184097.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -184130.156250 Penalty: 3642.018555
	Iteration 7Q: 3 clusters Score -184130.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -184162.109375 Penalty: 3642.018555
	Iteration 8Q: 3 clusters Score -184162.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -184204.796875 Penalty: 3642.018555
	Iteration 9Q: 3 clusters Score -184204.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -184251.750000 Penalty: 3642.018555
	Iteration 10Q: 3 clusters Score -184251.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -184293.406250 Penalty: 3642.018555
	Iteration 11Q: 3 clusters Score -184293.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -184346.718750 Penalty: 3642.018555
	Iteration 12Q: 3 clusters Score -184346.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -184402.468750 Penalty: 3642.018555
	Iteration 13Q: 3 clusters Score -184402.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -184462.343750 Penalty: 3642.018555
	Iteration 14Q: 3 clusters Score -184462.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -184547.484375 Penalty: 3642.018555
	Iteration 15Q: 3 clusters Score -184547.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -184623.093750 Penalty: 3642.018555
	Iteration 16Q: 3 clusters Score -184623.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -184691.562500 Penalty: 3642.018555
	Iteration 17Q: 3 clusters Score -184691.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -184767.953125 Penalty: 3642.018555
	Iteration 18Q: 3 clusters Score -184768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -184850.234375 Penalty: 3642.018555
	Iteration 19Q: 3 clusters Score -184850.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -184921.453125 Penalty: 3642.018555
	Iteration 20F: 3 clusters Score -184921.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -185009.515625 Penalty: 3642.018555
	Iteration 21Q: 3 clusters Score -185009.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -185052.437500 Penalty: 3642.018555
	Iteration 22Q: 3 clusters Score -185052.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -185083.781250 Penalty: 3642.018555
	Iteration 23Q: 3 clusters Score -185083.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -185105.187500 Penalty: 3642.018555
	Iteration 24Q: 3 clusters Score -185105.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -185113.078125 Penalty: 3642.018555
	Iteration 25Q: 3 clusters Score -185113.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -185115.687500 Penalty: 3642.018555
	Iteration 26Q: 3 clusters Score -185115.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -185117.609375 Penalty: 3642.018555
	Iteration 27Q: 3 clusters Score -185117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -185119.078125 Penalty: 3642.018555
	Iteration 28Q: 3 clusters Score -185119.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -185119.593750 Penalty: 3642.018555
	Iteration 29Q: 3 clusters Score -185119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -185120.125000 Penalty: 3642.018555
	Iteration 30Q: 3 clusters Score -185120.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -185120.125000 Penalty: 3642.018555
	Iteration 31F: 3 clusters Score -185120.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Entering Unmasked Estep 
Score: -1382648.750000 Penalty: 2334.453369
	Iteration 0F: 2 clusters Score -1382649 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 6186 members 
Entering Unmasked Estep 
Score: -1373585.625000 Penalty: 4668.906738
	Iteration 0F: 3 clusters Score -1373586 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1376514.125000 Penalty: 4668.906738
	Iteration 1F: 3 clusters Score -1376514 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1377070.875000 Penalty: 4668.906738
	Iteration 2F: 3 clusters Score -1377071 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1377537.500000 Penalty: 4668.906738
	Iteration 3F: 3 clusters Score -1377538 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1377910.500000 Penalty: 4668.906738
	Iteration 4F: 3 clusters Score -1377910 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1378200.750000 Penalty: 4668.906738
	Iteration 5Q: 3 clusters Score -1378201 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1378442.375000 Penalty: 4668.906738
	Iteration 6Q: 3 clusters Score -1378442 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1378700.250000 Penalty: 4668.906738
	Iteration 7Q: 3 clusters Score -1378700 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1378957.750000 Penalty: 4668.906738
	Iteration 8Q: 3 clusters Score -1378958 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1379228.250000 Penalty: 4668.906738
	Iteration 9Q: 3 clusters Score -1379228 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1379540.500000 Penalty: 4668.906738
	Iteration 10Q: 3 clusters Score -1379540 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1379866.500000 Penalty: 4668.906738
	Iteration 11Q: 3 clusters Score -1379866 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1380143.750000 Penalty: 4668.906738
	Iteration 12Q: 3 clusters Score -1380144 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1380364.125000 Penalty: 4668.906738
	Iteration 13Q: 3 clusters Score -1380364 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1380567.375000 Penalty: 4668.906738
	Iteration 14Q: 3 clusters Score -1380567 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1380736.125000 Penalty: 4668.906738
	Iteration 15Q: 3 clusters Score -1380736 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1380889.750000 Penalty: 4668.906738
	Iteration 16Q: 3 clusters Score -1380890 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1381047.250000 Penalty: 4668.906738
	Iteration 17Q: 3 clusters Score -1381047 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1381156.375000 Penalty: 4668.906738
	Iteration 18Q: 3 clusters Score -1381156 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1381266.625000 Penalty: 4668.906738
	Iteration 19Q: 3 clusters Score -1381267 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1381388.250000 Penalty: 4668.906738
	Iteration 20F: 3 clusters Score -1381388 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1381497.125000 Penalty: 4668.906738
	Iteration 21Q: 3 clusters Score -1381497 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1381584.375000 Penalty: 4668.906738
	Iteration 22Q: 3 clusters Score -1381584 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1381649.875000 Penalty: 4668.906738
	Iteration 23Q: 3 clusters Score -1381650 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1381690.250000 Penalty: 4668.906738
	Iteration 24Q: 3 clusters Score -1381690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1381728.875000 Penalty: 4668.906738
	Iteration 25Q: 3 clusters Score -1381729 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1381763.500000 Penalty: 4668.906738
	Iteration 26Q: 3 clusters Score -1381764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1381793.750000 Penalty: 4668.906738
	Iteration 27Q: 3 clusters Score -1381794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1381813.625000 Penalty: 4668.906738
	Iteration 28Q: 3 clusters Score -1381814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1381839.750000 Penalty: 4668.906738
	Iteration 29Q: 3 clusters Score -1381840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1381852.125000 Penalty: 4668.906738
	Iteration 30Q: 3 clusters Score -1381852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1381864.625000 Penalty: 4668.906738
	Iteration 31Q: 3 clusters Score -1381865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1381875.250000 Penalty: 4668.906738
	Iteration 32Q: 3 clusters Score -1381875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1381886.000000 Penalty: 4668.906738
	Iteration 33Q: 3 clusters Score -1381886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1381889.125000 Penalty: 4668.906738
	Iteration 34Q: 3 clusters Score -1381889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1381894.750000 Penalty: 4668.906738
	Iteration 35Q: 3 clusters Score -1381895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1381900.750000 Penalty: 4668.906738
	Iteration 36Q: 3 clusters Score -1381901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1381900.875000 Penalty: 4668.906738
	Iteration 37Q: 3 clusters Score -1381901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1381901.250000 Penalty: 4668.906738
	Iteration 38Q: 3 clusters Score -1381901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1381905.750000 Penalty: 4668.906738
	Iteration 39Q: 3 clusters Score -1381906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1381910.375000 Penalty: 4668.906738
	Iteration 40F: 3 clusters Score -1381910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1381914.500000 Penalty: 4668.906738
	Iteration 41Q: 3 clusters Score -1381914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1381915.125000 Penalty: 4668.906738
	Iteration 42Q: 3 clusters Score -1381915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1381922.000000 Penalty: 4668.906738
	Iteration 43Q: 3 clusters Score -1381922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1381921.000000 Penalty: 4668.906738
	Iteration 44Q: 3 clusters Score -1381921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1381926.250000 Penalty: 4668.906738
	Iteration 45Q: 3 clusters Score -1381926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1381928.500000 Penalty: 4668.906738
	Iteration 46Q: 3 clusters Score -1381928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1381929.250000 Penalty: 4668.906738
	Iteration 47Q: 3 clusters Score -1381929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1381931.500000 Penalty: 4668.906738
	Iteration 48Q: 3 clusters Score -1381932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1381932.750000 Penalty: 4668.906738
	Iteration 49Q: 3 clusters Score -1381933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1381932.875000 Penalty: 4668.906738
	Iteration 50Q: 3 clusters Score -1381933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1381933.625000 Penalty: 4668.906738
	Iteration 51Q: 3 clusters Score -1381934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1381934.750000 Penalty: 4668.906738
	Iteration 52Q: 3 clusters Score -1381935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1381934.500000 Penalty: 4668.906738
	Iteration 53Q: 3 clusters Score -1381934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1381938.125000 Penalty: 4668.906738
	Iteration 54Q: 3 clusters Score -1381938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1381937.750000 Penalty: 4668.906738
	Iteration 55Q: 3 clusters Score -1381938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1381937.750000 Penalty: 4668.906738
	Iteration 56F: 3 clusters Score -1381938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -285587.875000 Penalty: 1929.203979
	Iteration 0F: 2 clusters Score -285587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -282704.750000 Penalty: 3858.407959
	Iteration 0F: 3 clusters Score -282704.8 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -283241.000000 Penalty: 3858.407959
	Iteration 1F: 3 clusters Score -283241 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -283388.437500 Penalty: 3858.407959
	Iteration 2F: 3 clusters Score -283388.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -283469.937500 Penalty: 3858.407959
	Iteration 3Q: 3 clusters Score -283469.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -283529.750000 Penalty: 3858.407959
	Iteration 4Q: 3 clusters Score -283529.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -283580.406250 Penalty: 3858.407959
	Iteration 5Q: 3 clusters Score -283580.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -283611.968750 Penalty: 3858.407959
	Iteration 6Q: 3 clusters Score -283612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -283634.531250 Penalty: 3858.407959
	Iteration 7Q: 3 clusters Score -283634.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -283655.281250 Penalty: 3858.407959
	Iteration 8Q: 3 clusters Score -283655.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -283669.562500 Penalty: 3858.407959
	Iteration 9Q: 3 clusters Score -283669.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -283680.218750 Penalty: 3858.407959
	Iteration 10Q: 3 clusters Score -283680.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -283690.250000 Penalty: 3858.407959
	Iteration 11Q: 3 clusters Score -283690.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -283699.843750 Penalty: 3858.407959
	Iteration 12Q: 3 clusters Score -283699.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -283705.812500 Penalty: 3858.407959
	Iteration 13Q: 3 clusters Score -283705.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -283713.031250 Penalty: 3858.407959
	Iteration 14Q: 3 clusters Score -283713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -283720.156250 Penalty: 3858.407959
	Iteration 15Q: 3 clusters Score -283720.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -283722.531250 Penalty: 3858.407959
	Iteration 16Q: 3 clusters Score -283722.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -283727.500000 Penalty: 3858.407959
	Iteration 17Q: 3 clusters Score -283727.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -283732.062500 Penalty: 3858.407959
	Iteration 18Q: 3 clusters Score -283732.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -283733.906250 Penalty: 3858.407959
	Iteration 19Q: 3 clusters Score -283733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -283734.656250 Penalty: 3858.407959
	Iteration 20F: 3 clusters Score -283734.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -283735.906250 Penalty: 3858.407959
	Iteration 21Q: 3 clusters Score -283735.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -283738.062500 Penalty: 3858.407959
	Iteration 22Q: 3 clusters Score -283738.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -283743.187500 Penalty: 3858.407959
	Iteration 23Q: 3 clusters Score -283743.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -283749.250000 Penalty: 3858.407959
	Iteration 24Q: 3 clusters Score -283749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -283754.625000 Penalty: 3858.407959
	Iteration 25Q: 3 clusters Score -283754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -283757.500000 Penalty: 3858.407959
	Iteration 26Q: 3 clusters Score -283757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -283760.062500 Penalty: 3858.407959
	Iteration 27Q: 3 clusters Score -283760.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -283762.937500 Penalty: 3858.407959
	Iteration 28Q: 3 clusters Score -283762.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -283768.968750 Penalty: 3858.407959
	Iteration 29Q: 3 clusters Score -283769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -283772.406250 Penalty: 3858.407959
	Iteration 30Q: 3 clusters Score -283772.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -283774.812500 Penalty: 3858.407959
	Iteration 31Q: 3 clusters Score -283774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -283776.781250 Penalty: 3858.407959
	Iteration 32Q: 3 clusters Score -283776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -283779.781250 Penalty: 3858.407959
	Iteration 33Q: 3 clusters Score -283779.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -283780.187500 Penalty: 3858.407959
	Iteration 34Q: 3 clusters Score -283780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -283780.750000 Penalty: 3858.407959
	Iteration 35Q: 3 clusters Score -283780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -283781.000000 Penalty: 3858.407959
	Iteration 36Q: 3 clusters Score -283781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -283782.593750 Penalty: 3858.407959
	Iteration 37Q: 3 clusters Score -283782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -283786.875000 Penalty: 3858.407959
	Iteration 38Q: 3 clusters Score -283786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -283790.437500 Penalty: 3858.407959
	Iteration 39Q: 3 clusters Score -283790.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -283791.687500 Penalty: 3858.407959
	Iteration 40F: 3 clusters Score -283791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -283792.187500 Penalty: 3858.407959
	Iteration 41Q: 3 clusters Score -283792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -283792.906250 Penalty: 3858.407959
	Iteration 42Q: 3 clusters Score -283792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -283792.750000 Penalty: 3858.407959
	Iteration 43Q: 3 clusters Score -283792.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -283792.750000 Penalty: 3858.407959
	Iteration 44F: 3 clusters Score -283792.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -67278.757812 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -67278.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65715.937500 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -65715.94 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66080.070312 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -66080.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66252.554688 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -66252.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66381.335938 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -66381.34 nChanged 27
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: -66459.773438 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -66459.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66527.828125 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -66527.83 nChanged 18
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: -66574.500000 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66574.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -66597.382812 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66597.38 nChanged 5
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: -66607.882812 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66607.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -66615.171875 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -66615.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -66620.492188 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -66620.49 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: -66626.085938 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -66626.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66636.835938 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -66636.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -66640.929688 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -66640.93 nChanged 2
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: -66645.851562 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -66645.85 nChanged 0
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: -66645.851562 Penalty: 3197.076904
	Iteration 15F: 3 clusters Score -66645.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Entering Unmasked Estep 
Score: -5905087.000000 Penalty: 2660.916992
	Iteration 0F: 2 clusters Score -5905087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -5874391.000000 Penalty: 5321.833984
	Iteration 0F: 3 clusters Score -5874391 nChanged 21021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -5886128.000000 Penalty: 5321.833984
	Iteration 1F: 3 clusters Score -5886128 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -5886842.500000 Penalty: 5321.833984
	Iteration 2Q: 3 clusters Score -5886842 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -5887710.500000 Penalty: 5321.833984
	Iteration 3Q: 3 clusters Score -5887710 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -5888863.500000 Penalty: 5321.833984
	Iteration 4F: 3 clusters Score -5888864 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -5890240.500000 Penalty: 5321.833984
	Iteration 5F: 3 clusters Score -5890240 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -5891981.000000 Penalty: 5321.833984
	Iteration 6F: 3 clusters Score -5891981 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -5893923.000000 Penalty: 5321.833984
	Iteration 7F: 3 clusters Score -5893923 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -5896075.000000 Penalty: 5321.833984
	Iteration 8F: 3 clusters Score -5896075 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -5898170.000000 Penalty: 5321.833984
	Iteration 9F: 3 clusters Score -5898170 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -5899776.500000 Penalty: 5321.833984
	Iteration 10Q: 3 clusters Score -5899776 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -5900844.500000 Penalty: 5321.833984
	Iteration 11Q: 3 clusters Score -5900844 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5901544.000000 Penalty: 5321.833984
	Iteration 12Q: 3 clusters Score -5901544 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5901955.500000 Penalty: 5321.833984
	Iteration 13Q: 3 clusters Score -5901956 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5902205.000000 Penalty: 5321.833984
	Iteration 14Q: 3 clusters Score -5902205 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5902419.500000 Penalty: 5321.833984
	Iteration 15Q: 3 clusters Score -5902420 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5902545.000000 Penalty: 5321.833984
	Iteration 16Q: 3 clusters Score -5902545 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5902625.500000 Penalty: 5321.833984
	Iteration 17Q: 3 clusters Score -5902626 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5902697.500000 Penalty: 5321.833984
	Iteration 18Q: 3 clusters Score -5902698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5902737.500000 Penalty: 5321.833984
	Iteration 19Q: 3 clusters Score -5902738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5902765.500000 Penalty: 5321.833984
	Iteration 20F: 3 clusters Score -5902766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5902795.000000 Penalty: 5321.833984
	Iteration 21Q: 3 clusters Score -5902795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5902817.000000 Penalty: 5321.833984
	Iteration 22Q: 3 clusters Score -5902817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5902831.500000 Penalty: 5321.833984
	Iteration 23Q: 3 clusters Score -5902832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5902859.000000 Penalty: 5321.833984
	Iteration 24Q: 3 clusters Score -5902859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5902853.000000 Penalty: 5321.833984
	Iteration 25Q: 3 clusters Score -5902853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5902860.000000 Penalty: 5321.833984
	Iteration 26Q: 3 clusters Score -5902860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5902871.000000 Penalty: 5321.833984
	Iteration 27Q: 3 clusters Score -5902871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5902864.500000 Penalty: 5321.833984
	Iteration 28Q: 3 clusters Score -5902864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5902877.500000 Penalty: 5321.833984
	Iteration 29Q: 3 clusters Score -5902878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5902877.500000 Penalty: 5321.833984
	Iteration 30Q: 3 clusters Score -5902878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5902874.000000 Penalty: 5321.833984
	Iteration 31Q: 3 clusters Score -5902874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5902874.000000 Penalty: 5321.833984
	Iteration 32F: 3 clusters Score -5902874 nChanged 0
--- Evaluating fit on full set of 3796781 points ---
Entering Unmasked Estep 
Score: -477452896.000000 Penalty: 127741.968750
22->35 Clusters: Score -477452896.000000, best is -477531168.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1265593 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 57567 members 
Mstep: Class 3 contains 57178 members 
Mstep: Class 4 contains 57556 members 
Mstep: Class 5 contains 57595 members 
Mstep: Class 6 contains 57804 members 
Mstep: Class 7 contains 57648 members 
Mstep: Class 8 contains 58113 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 57605 members 
Mstep: Class 11 contains 57243 members 
Mstep: Class 12 contains 57535 members 
Mstep: Class 13 contains 57711 members 
Mstep: Class 14 contains 57405 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 57221 members 
Mstep: Class 17 contains 57403 members 
Mstep: Class 18 contains 57713 members 
Mstep: Class 19 contains 57453 members 
Mstep: Class 20 contains 57794 members 
Mstep: Class 21 contains 57023 members 
Mstep: Class 22 contains 57431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 992.925232 but Gain 3484.656250
Score: -150599344.000000 Penalty: 73177.875000
Iteration 0F: 22 clusters Score -1.505993e+08 nChanged 1202035
Entering Unmasked Mstep 
Mstep: Class 0 contains 2393 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 24070 members 
Mstep: Class 3 contains 94108 members 
Mstep: Class 4 contains 135928 members 
Mstep: Class 5 contains 24295 members 
Mstep: Class 6 contains 104706 members 
Mstep: Class 7 contains 66865 members 
Mstep: Class 8 contains 127331 members 
Mstep: Class 9 contains 35671 members 
Mstep: Class 10 contains 45974 members 
Mstep: Class 11 contains 103519 members 
Mstep: Class 12 contains 86079 members 
Mstep: Class 13 contains 39322 members 
Mstep: Class 14 contains 12558 members 
Mstep: Class 15 contains 29936 members 
Mstep: Class 17 contains 40326 members 
Mstep: Class 18 contains 24256 members 
Mstep: Class 19 contains 61887 members 
Mstep: Class 20 contains 84263 members 
Mstep: Class 21 contains 26630 members 
Mstep: Class 22 contains 55080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154549488.000000 Penalty: 73177.875000
Iteration 1F: 22 clusters Score -1.545495e+08 nChanged 511952
Entering Unmasked Mstep 
Mstep: Class 0 contains 961 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 18226 members 
Mstep: Class 3 contains 104179 members 
Mstep: Class 4 contains 172938 members 
Mstep: Class 5 contains 24721 members 
Mstep: Class 6 contains 72436 members 
Mstep: Class 7 contains 78935 members 
Mstep: Class 8 contains 98174 members 
Mstep: Class 9 contains 20072 members 
Mstep: Class 10 contains 34053 members 
Mstep: Class 11 contains 117650 members 
Mstep: Class 12 contains 108325 members 
Mstep: Class 13 contains 22350 members 
Mstep: Class 14 contains 14578 members 
Mstep: Class 15 contains 30021 members 
Mstep: Class 17 contains 38053 members 
Mstep: Class 18 contains 12042 members 
Mstep: Class 19 contains 71350 members 
Mstep: Class 20 contains 106524 members 
Mstep: Class 21 contains 19141 members 
Mstep: Class 22 contains 61739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155972000.000000 Penalty: 73177.875000
Iteration 2F: 22 clusters Score -1.55972e+08 nChanged 392101
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 18845 members 
Mstep: Class 3 contains 86093 members 
Mstep: Class 4 contains 227313 members 
Mstep: Class 5 contains 28137 members 
Mstep: Class 6 contains 49118 members 
Mstep: Class 7 contains 87295 members 
Mstep: Class 8 contains 68600 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 37018 members 
Mstep: Class 11 contains 122338 members 
Mstep: Class 12 contains 120262 members 
Mstep: Class 13 contains 12647 members 
Mstep: Class 14 contains 11186 members 
Mstep: Class 15 contains 29438 members 
Mstep: Class 17 contains 33447 members 
Mstep: Class 18 contains 6599 members 
Mstep: Class 19 contains 74736 members 
Mstep: Class 20 contains 123343 members 
Mstep: Class 21 contains 14409 members 
Mstep: Class 22 contains 70180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156666816.000000 Penalty: 73177.875000
Iteration 3F: 22 clusters Score -1.566668e+08 nChanged 290980
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 21859 members 
Mstep: Class 3 contains 66310 members 
Mstep: Class 4 contains 299119 members 
Mstep: Class 5 contains 29721 members 
Mstep: Class 6 contains 36948 members 
Mstep: Class 7 contains 97334 members 
Mstep: Class 8 contains 54003 members 
Mstep: Class 9 contains 12033 members 
Mstep: Class 10 contains 43915 members 
Mstep: Class 11 contains 121209 members 
Mstep: Class 12 contains 121169 members 
Mstep: Class 13 contains 9522 members 
Mstep: Class 14 contains 4023 members 
Mstep: Class 15 contains 26668 members 
Mstep: Class 17 contains 29114 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 65685 members 
Mstep: Class 20 contains 116900 members 
Mstep: Class 21 contains 11346 members 
Mstep: Class 22 contains 78297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2583.001953 but Gain 3484.664062
Score: -157049856.000000 Penalty: 69693.210938
Iteration 4F: 21 clusters Score -1.570499e+08 nChanged 200262
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 23273 members 
Mstep: Class 3 contains 50198 members 
Mstep: Class 4 contains 350703 members 
Mstep: Class 5 contains 30037 members 
Mstep: Class 6 contains 30348 members 
Mstep: Class 7 contains 112086 members 
Mstep: Class 8 contains 51672 members 
Mstep: Class 9 contains 12285 members 
Mstep: Class 10 contains 45773 members 
Mstep: Class 11 contains 116459 members 
Mstep: Class 12 contains 117267 members 
Mstep: Class 13 contains 8586 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 22511 members 
Mstep: Class 17 contains 26043 members 
Mstep: Class 19 contains 55686 members 
Mstep: Class 20 contains 106303 members 
Mstep: Class 21 contains 9787 members 
Mstep: Class 22 contains 85435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157200672.000000 Penalty: 69693.210938
Iteration 5F: 21 clusters Score -1.572007e+08 nChanged 133640
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 23563 members 
Mstep: Class 3 contains 38786 members 
Mstep: Class 4 contains 369684 members 
Mstep: Class 5 contains 29181 members 
Mstep: Class 6 contains 26234 members 
Mstep: Class 7 contains 124259 members 
Mstep: Class 8 contains 55682 members 
Mstep: Class 9 contains 12100 members 
Mstep: Class 10 contains 48187 members 
Mstep: Class 11 contains 115124 members 
Mstep: Class 12 contains 118204 members 
Mstep: Class 13 contains 7918 members 
Mstep: Class 14 contains 2953 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 17 contains 24263 members 
Mstep: Class 19 contains 47480 members 
Mstep: Class 20 contains 98324 members 
Mstep: Class 21 contains 9142 members 
Mstep: Class 22 contains 89581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282720.000000 Penalty: 69693.210938
Iteration 6F: 21 clusters Score -1.572827e+08 nChanged 95317
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 23710 members 
Mstep: Class 3 contains 33934 members 
Mstep: Class 4 contains 375111 members 
Mstep: Class 5 contains 29090 members 
Mstep: Class 6 contains 23308 members 
Mstep: Class 7 contains 130727 members 
Mstep: Class 8 contains 60612 members 
Mstep: Class 9 contains 11607 members 
Mstep: Class 10 contains 50963 members 
Mstep: Class 11 contains 115686 members 
Mstep: Class 12 contains 121446 members 
Mstep: Class 13 contains 7384 members 
Mstep: Class 14 contains 2996 members 
Mstep: Class 15 contains 18652 members 
Mstep: Class 17 contains 24246 members 
Mstep: Class 19 contains 40786 members 
Mstep: Class 20 contains 91994 members 
Mstep: Class 21 contains 8949 members 
Mstep: Class 22 contains 89710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157344672.000000 Penalty: 69693.210938
Iteration 7F: 21 clusters Score -1.573447e+08 nChanged 74899
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 23802 members 
Mstep: Class 3 contains 32705 members 
Mstep: Class 4 contains 376289 members 
Mstep: Class 5 contains 30124 members 
Mstep: Class 6 contains 21066 members 
Mstep: Class 7 contains 133990 members 
Mstep: Class 8 contains 65200 members 
Mstep: Class 9 contains 10852 members 
Mstep: Class 10 contains 53488 members 
Mstep: Class 11 contains 115821 members 
Mstep: Class 12 contains 125477 members 
Mstep: Class 13 contains 7003 members 
Mstep: Class 14 contains 3016 members 
Mstep: Class 15 contains 17323 members 
Mstep: Class 17 contains 25471 members 
Mstep: Class 19 contains 35487 members 
Mstep: Class 20 contains 86604 members 
Mstep: Class 21 contains 9005 members 
Mstep: Class 22 contains 87906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157390640.000000 Penalty: 69693.210938
Iteration 8F: 21 clusters Score -1.573906e+08 nChanged 62439
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 23799 members 
Mstep: Class 3 contains 33311 members 
Mstep: Class 4 contains 375870 members 
Mstep: Class 5 contains 31110 members 
Mstep: Class 6 contains 19161 members 
Mstep: Class 7 contains 135733 members 
Mstep: Class 8 contains 69271 members 
Mstep: Class 9 contains 9863 members 
Mstep: Class 10 contains 55683 members 
Mstep: Class 11 contains 115600 members 
Mstep: Class 12 contains 130353 members 
Mstep: Class 13 contains 6753 members 
Mstep: Class 14 contains 3030 members 
Mstep: Class 15 contains 15216 members 
Mstep: Class 17 contains 27198 members 
Mstep: Class 19 contains 31449 members 
Mstep: Class 20 contains 82002 members 
Mstep: Class 21 contains 9095 members 
Mstep: Class 22 contains 85694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157428384.000000 Penalty: 69693.210938
Iteration 9Q: 21 clusters Score -1.574284e+08 nChanged 53250
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 23773 members 
Mstep: Class 3 contains 35315 members 
Mstep: Class 4 contains 374439 members 
Mstep: Class 5 contains 31804 members 
Mstep: Class 6 contains 17754 members 
Mstep: Class 7 contains 136696 members 
Mstep: Class 8 contains 72516 members 
Mstep: Class 9 contains 8821 members 
Mstep: Class 10 contains 57501 members 
Mstep: Class 11 contains 115147 members 
Mstep: Class 12 contains 135904 members 
Mstep: Class 13 contains 6492 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 12366 members 
Mstep: Class 17 contains 28895 members 
Mstep: Class 19 contains 28442 members 
Mstep: Class 20 contains 77957 members 
Mstep: Class 21 contains 9192 members 
Mstep: Class 22 contains 83702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157458928.000000 Penalty: 69693.210938
Iteration 10Q: 21 clusters Score -1.574589e+08 nChanged 45219
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 23704 members 
Mstep: Class 3 contains 38138 members 
Mstep: Class 4 contains 372663 members 
Mstep: Class 5 contains 32270 members 
Mstep: Class 6 contains 16722 members 
Mstep: Class 7 contains 137371 members 
Mstep: Class 8 contains 74831 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 58827 members 
Mstep: Class 11 contains 114098 members 
Mstep: Class 12 contains 141549 members 
Mstep: Class 13 contains 6227 members 
Mstep: Class 14 contains 3080 members 
Mstep: Class 15 contains 9411 members 
Mstep: Class 17 contains 30258 members 
Mstep: Class 19 contains 26359 members 
Mstep: Class 20 contains 74540 members 
Mstep: Class 21 contains 9299 members 
Mstep: Class 22 contains 82217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157483248.000000 Penalty: 69693.210938
Iteration 11Q: 21 clusters Score -1.574832e+08 nChanged 37336
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 23610 members 
Mstep: Class 3 contains 40927 members 
Mstep: Class 4 contains 370749 members 
Mstep: Class 5 contains 32475 members 
Mstep: Class 6 contains 15961 members 
Mstep: Class 7 contains 137947 members 
Mstep: Class 8 contains 76178 members 
Mstep: Class 9 contains 7030 members 
Mstep: Class 10 contains 59805 members 
Mstep: Class 11 contains 112884 members 
Mstep: Class 12 contains 146882 members 
Mstep: Class 13 contains 5986 members 
Mstep: Class 14 contains 3110 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 17 contains 31007 members 
Mstep: Class 19 contains 24984 members 
Mstep: Class 20 contains 71751 members 
Mstep: Class 21 contains 9464 members 
Mstep: Class 22 contains 81441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157499456.000000 Penalty: 69693.210938
Iteration 12Q: 21 clusters Score -1.574995e+08 nChanged 30519
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 23529 members 
Mstep: Class 3 contains 43383 members 
Mstep: Class 4 contains 368459 members 
Mstep: Class 5 contains 32542 members 
Mstep: Class 6 contains 15392 members 
Mstep: Class 7 contains 138620 members 
Mstep: Class 8 contains 76782 members 
Mstep: Class 9 contains 6391 members 
Mstep: Class 10 contains 60555 members 
Mstep: Class 11 contains 111820 members 
Mstep: Class 12 contains 151594 members 
Mstep: Class 13 contains 5837 members 
Mstep: Class 14 contains 3141 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 17 contains 31292 members 
Mstep: Class 19 contains 24293 members 
Mstep: Class 20 contains 69491 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 80756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157512416.000000 Penalty: 69693.210938
Iteration 13Q: 21 clusters Score -1.575124e+08 nChanged 26510
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 23438 members 
Mstep: Class 3 contains 45673 members 
Mstep: Class 4 contains 365918 members 
Mstep: Class 5 contains 32553 members 
Mstep: Class 6 contains 14960 members 
Mstep: Class 7 contains 139348 members 
Mstep: Class 8 contains 76885 members 
Mstep: Class 9 contains 5883 members 
Mstep: Class 10 contains 61081 members 
Mstep: Class 11 contains 111328 members 
Mstep: Class 12 contains 155477 members 
Mstep: Class 13 contains 5738 members 
Mstep: Class 14 contains 3157 members 
Mstep: Class 15 contains 4350 members 
Mstep: Class 17 contains 31423 members 
Mstep: Class 19 contains 24041 members 
Mstep: Class 20 contains 67640 members 
Mstep: Class 21 contains 9890 members 
Mstep: Class 22 contains 79856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157522000.000000 Penalty: 69693.210938
Iteration 14Q: 21 clusters Score -1.57522e+08 nChanged 23904
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 23367 members 
Mstep: Class 3 contains 47943 members 
Mstep: Class 4 contains 363192 members 
Mstep: Class 5 contains 32491 members 
Mstep: Class 6 contains 14650 members 
Mstep: Class 7 contains 140266 members 
Mstep: Class 8 contains 76794 members 
Mstep: Class 9 contains 5516 members 
Mstep: Class 10 contains 61394 members 
Mstep: Class 11 contains 111547 members 
Mstep: Class 12 contains 158501 members 
Mstep: Class 13 contains 5656 members 
Mstep: Class 14 contains 3164 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 17 contains 31506 members 
Mstep: Class 19 contains 24124 members 
Mstep: Class 20 contains 65937 members 
Mstep: Class 21 contains 10087 members 
Mstep: Class 22 contains 78600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157529872.000000 Penalty: 69693.210938
Iteration 15Q: 21 clusters Score -1.575299e+08 nChanged 22988
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 23322 members 
Mstep: Class 3 contains 50229 members 
Mstep: Class 4 contains 360016 members 
Mstep: Class 5 contains 32449 members 
Mstep: Class 6 contains 14377 members 
Mstep: Class 7 contains 141274 members 
Mstep: Class 8 contains 76456 members 
Mstep: Class 9 contains 5219 members 
Mstep: Class 10 contains 61578 members 
Mstep: Class 11 contains 112824 members 
Mstep: Class 12 contains 160684 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 3404 members 
Mstep: Class 17 contains 31604 members 
Mstep: Class 19 contains 24397 members 
Mstep: Class 20 contains 64389 members 
Mstep: Class 21 contains 10285 members 
Mstep: Class 22 contains 77104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157537184.000000 Penalty: 69693.210938
Iteration 16Q: 21 clusters Score -1.575372e+08 nChanged 22501
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 23282 members 
Mstep: Class 3 contains 52596 members 
Mstep: Class 4 contains 356471 members 
Mstep: Class 5 contains 32491 members 
Mstep: Class 6 contains 14154 members 
Mstep: Class 7 contains 142391 members 
Mstep: Class 8 contains 75886 members 
Mstep: Class 9 contains 4948 members 
Mstep: Class 10 contains 61643 members 
Mstep: Class 11 contains 115398 members 
Mstep: Class 12 contains 162083 members 
Mstep: Class 13 contains 5610 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 3171 members 
Mstep: Class 17 contains 31668 members 
Mstep: Class 19 contains 24638 members 
Mstep: Class 20 contains 62917 members 
Mstep: Class 21 contains 10439 members 
Mstep: Class 22 contains 75379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157545024.000000 Penalty: 69693.210938
Iteration 17Q: 21 clusters Score -1.57545e+08 nChanged 21660
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 23259 members 
Mstep: Class 3 contains 54937 members 
Mstep: Class 4 contains 353034 members 
Mstep: Class 5 contains 32526 members 
Mstep: Class 6 contains 13936 members 
Mstep: Class 7 contains 143650 members 
Mstep: Class 8 contains 75146 members 
Mstep: Class 9 contains 4720 members 
Mstep: Class 10 contains 61606 members 
Mstep: Class 11 contains 118617 members 
Mstep: Class 12 contains 162716 members 
Mstep: Class 13 contains 5627 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 3011 members 
Mstep: Class 17 contains 31761 members 
Mstep: Class 19 contains 24926 members 
Mstep: Class 20 contains 61517 members 
Mstep: Class 21 contains 10565 members 
Mstep: Class 22 contains 73558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157552304.000000 Penalty: 69693.210938
Iteration 18Q: 21 clusters Score -1.575523e+08 nChanged 21117
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 23234 members 
Mstep: Class 3 contains 57339 members 
Mstep: Class 4 contains 349740 members 
Mstep: Class 5 contains 32578 members 
Mstep: Class 6 contains 13710 members 
Mstep: Class 7 contains 144999 members 
Mstep: Class 8 contains 74311 members 
Mstep: Class 9 contains 4534 members 
Mstep: Class 10 contains 61467 members 
Mstep: Class 11 contains 122166 members 
Mstep: Class 12 contains 162844 members 
Mstep: Class 13 contains 5676 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 2912 members 
Mstep: Class 17 contains 31847 members 
Mstep: Class 19 contains 25244 members 
Mstep: Class 20 contains 60180 members 
Mstep: Class 21 contains 10703 members 
Mstep: Class 22 contains 71559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157558560.000000 Penalty: 69693.210938
Iteration 19Q: 21 clusters Score -1.575586e+08 nChanged 21076
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 23192 members 
Mstep: Class 3 contains 59733 members 
Mstep: Class 4 contains 346157 members 
Mstep: Class 5 contains 32657 members 
Mstep: Class 6 contains 13495 members 
Mstep: Class 7 contains 146430 members 
Mstep: Class 8 contains 73201 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 61297 members 
Mstep: Class 11 contains 125976 members 
Mstep: Class 12 contains 162787 members 
Mstep: Class 13 contains 5772 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 2826 members 
Mstep: Class 17 contains 31950 members 
Mstep: Class 19 contains 25693 members 
Mstep: Class 20 contains 59019 members 
Mstep: Class 21 contains 10890 members 
Mstep: Class 22 contains 69552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157568048.000000 Penalty: 69693.210938
Iteration 20F: 21 clusters Score -1.57568e+08 nChanged 21491
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 23187 members 
Mstep: Class 3 contains 62144 members 
Mstep: Class 4 contains 342056 members 
Mstep: Class 5 contains 32782 members 
Mstep: Class 6 contains 13218 members 
Mstep: Class 7 contains 147744 members 
Mstep: Class 8 contains 71908 members 
Mstep: Class 9 contains 4200 members 
Mstep: Class 10 contains 61023 members 
Mstep: Class 11 contains 130091 members 
Mstep: Class 12 contains 162694 members 
Mstep: Class 13 contains 5941 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 2791 members 
Mstep: Class 17 contains 32084 members 
Mstep: Class 19 contains 26461 members 
Mstep: Class 20 contains 58022 members 
Mstep: Class 21 contains 11047 members 
Mstep: Class 22 contains 67452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157576912.000000 Penalty: 69693.210938
Iteration 21Q: 21 clusters Score -1.575769e+08 nChanged 22085
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 23165 members 
Mstep: Class 3 contains 64618 members 
Mstep: Class 4 contains 337541 members 
Mstep: Class 5 contains 32994 members 
Mstep: Class 6 contains 12958 members 
Mstep: Class 7 contains 148968 members 
Mstep: Class 8 contains 70521 members 
Mstep: Class 9 contains 4055 members 
Mstep: Class 10 contains 60665 members 
Mstep: Class 11 contains 134262 members 
Mstep: Class 12 contains 162688 members 
Mstep: Class 13 contains 6123 members 
Mstep: Class 14 contains 3212 members 
Mstep: Class 15 contains 2755 members 
Mstep: Class 17 contains 32174 members 
Mstep: Class 19 contains 27529 members 
Mstep: Class 20 contains 57193 members 
Mstep: Class 21 contains 11193 members 
Mstep: Class 22 contains 65305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157586368.000000 Penalty: 69693.210938
Iteration 22Q: 21 clusters Score -1.575864e+08 nChanged 22383
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 23141 members 
Mstep: Class 3 contains 67122 members 
Mstep: Class 4 contains 332677 members 
Mstep: Class 5 contains 33274 members 
Mstep: Class 6 contains 12703 members 
Mstep: Class 7 contains 150167 members 
Mstep: Class 8 contains 69044 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 60184 members 
Mstep: Class 11 contains 138181 members 
Mstep: Class 12 contains 162637 members 
Mstep: Class 13 contains 6361 members 
Mstep: Class 14 contains 3245 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 17 contains 32254 members 
Mstep: Class 19 contains 29212 members 
Mstep: Class 20 contains 56509 members 
Mstep: Class 21 contains 11334 members 
Mstep: Class 22 contains 63089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157595584.000000 Penalty: 69693.210938
Iteration 23Q: 21 clusters Score -1.575956e+08 nChanged 22203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 23141 members 
Mstep: Class 3 contains 69569 members 
Mstep: Class 4 contains 327238 members 
Mstep: Class 5 contains 33697 members 
Mstep: Class 6 contains 12441 members 
Mstep: Class 7 contains 151225 members 
Mstep: Class 8 contains 67716 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 59630 members 
Mstep: Class 11 contains 142135 members 
Mstep: Class 12 contains 162280 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 2690 members 
Mstep: Class 17 contains 32321 members 
Mstep: Class 19 contains 31501 members 
Mstep: Class 20 contains 55939 members 
Mstep: Class 21 contains 11497 members 
Mstep: Class 22 contains 60900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157604144.000000 Penalty: 69693.210938
Iteration 24Q: 21 clusters Score -1.576041e+08 nChanged 21223
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 23145 members 
Mstep: Class 3 contains 72078 members 
Mstep: Class 4 contains 321977 members 
Mstep: Class 5 contains 34195 members 
Mstep: Class 6 contains 12197 members 
Mstep: Class 7 contains 152030 members 
Mstep: Class 8 contains 66473 members 
Mstep: Class 9 contains 3786 members 
Mstep: Class 10 contains 58985 members 
Mstep: Class 11 contains 145722 members 
Mstep: Class 12 contains 161901 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 17 contains 32354 members 
Mstep: Class 19 contains 34068 members 
Mstep: Class 20 contains 55475 members 
Mstep: Class 21 contains 11701 members 
Mstep: Class 22 contains 58619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157612992.000000 Penalty: 69693.210938
Iteration 25Q: 21 clusters Score -1.57613e+08 nChanged 19879
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 23128 members 
Mstep: Class 3 contains 74472 members 
Mstep: Class 4 contains 317232 members 
Mstep: Class 5 contains 34725 members 
Mstep: Class 6 contains 11996 members 
Mstep: Class 7 contains 152555 members 
Mstep: Class 8 contains 65263 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 10 contains 58213 members 
Mstep: Class 11 contains 149025 members 
Mstep: Class 12 contains 161567 members 
Mstep: Class 13 contains 7193 members 
Mstep: Class 14 contains 3287 members 
Mstep: Class 15 contains 2655 members 
Mstep: Class 17 contains 32395 members 
Mstep: Class 19 contains 36523 members 
Mstep: Class 20 contains 55073 members 
Mstep: Class 21 contains 12011 members 
Mstep: Class 22 contains 56376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157620784.000000 Penalty: 69693.210938
Iteration 26Q: 21 clusters Score -1.576208e+08 nChanged 18867
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 23114 members 
Mstep: Class 3 contains 76829 members 
Mstep: Class 4 contains 312809 members 
Mstep: Class 5 contains 35368 members 
Mstep: Class 6 contains 11779 members 
Mstep: Class 7 contains 152812 members 
Mstep: Class 8 contains 64084 members 
Mstep: Class 9 contains 3712 members 
Mstep: Class 10 contains 57403 members 
Mstep: Class 11 contains 152003 members 
Mstep: Class 12 contains 161224 members 
Mstep: Class 13 contains 7586 members 
Mstep: Class 14 contains 3289 members 
Mstep: Class 15 contains 2651 members 
Mstep: Class 17 contains 32444 members 
Mstep: Class 19 contains 38959 members 
Mstep: Class 20 contains 54726 members 
Mstep: Class 21 contains 12406 members 
Mstep: Class 22 contains 54134 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -1.576266e+08 nChanged 17587
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 23110 members 
Mstep: Class 3 contains 79101 members 
Mstep: Class 4 contains 308529 members 
Mstep: Class 5 contains 36068 members 
Mstep: Class 6 contains 11602 members 
Mstep: Class 7 contains 152877 members 
Mstep: Class 8 contains 63024 members 
Mstep: Class 9 contains 3710 members 
Mstep: Class 10 contains 56564 members 
Mstep: Class 11 contains 154703 members 
Mstep: Class 12 contains 161078 members 
Mstep: Class 13 contains 7985 members 
Mstep: Class 14 contains 3289 members 
Mstep: Class 15 contains 2654 members 
Mstep: Class 17 contains 32507 members 
Mstep: Class 19 contains 41210 members 
Mstep: Class 20 contains 54475 members 
Mstep: Class 21 contains 12803 members 
Mstep: Class 22 contains 51954 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.576323e+08 nChanged 16149
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 23110 members 
Mstep: Class 3 contains 81149 members 
Mstep: Class 4 contains 304639 members 
Mstep: Class 5 contains 36798 members 
Mstep: Class 6 contains 11421 members 
Mstep: Class 7 contains 152755 members 
Mstep: Class 8 contains 62131 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 10 contains 55701 members 
Mstep: Class 11 contains 157038 members 
Mstep: Class 12 contains 161195 members 
Mstep: Class 13 contains 8440 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 2658 members 
Mstep: Class 17 contains 32568 members 
Mstep: Class 19 contains 43126 members 
Mstep: Class 20 contains 54268 members 
Mstep: Class 21 contains 13175 members 
Mstep: Class 22 contains 49990 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.57637e+08 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 23120 members 
Mstep: Class 3 contains 83001 members 
Mstep: Class 4 contains 300880 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 152556 members 
Mstep: Class 8 contains 61305 members 
Mstep: Class 9 contains 3746 members 
Mstep: Class 10 contains 54917 members 
Mstep: Class 11 contains 159046 members 
Mstep: Class 12 contains 161553 members 
Mstep: Class 13 contains 8899 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 17 contains 32631 members 
Mstep: Class 19 contains 44823 members 
Mstep: Class 20 contains 54107 members 
Mstep: Class 21 contains 13538 members 
Mstep: Class 22 contains 48202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157641104.000000 Penalty: 69693.210938
Iteration 30Q: 21 clusters Score -1.576411e+08 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 23126 members 
Mstep: Class 3 contains 84758 members 
Mstep: Class 4 contains 297540 members 
Mstep: Class 5 contains 38158 members 
Mstep: Class 6 contains 11122 members 
Mstep: Class 7 contains 152330 members 
Mstep: Class 8 contains 60645 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 54210 members 
Mstep: Class 11 contains 160589 members 
Mstep: Class 12 contains 162044 members 
Mstep: Class 13 contains 9373 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 2652 members 
Mstep: Class 17 contains 32713 members 
Mstep: Class 19 contains 46300 members 
Mstep: Class 20 contains 53968 members 
Mstep: Class 21 contains 13940 members 
Mstep: Class 22 contains 46497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157644672.000000 Penalty: 69693.210938
Iteration 31Q: 21 clusters Score -1.576447e+08 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 23127 members 
Mstep: Class 3 contains 86349 members 
Mstep: Class 4 contains 294787 members 
Mstep: Class 5 contains 38620 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 152053 members 
Mstep: Class 8 contains 60110 members 
Mstep: Class 9 contains 3836 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 161690 members 
Mstep: Class 12 contains 162682 members 
Mstep: Class 13 contains 9792 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 17 contains 32790 members 
Mstep: Class 19 contains 47552 members 
Mstep: Class 20 contains 53866 members 
Mstep: Class 21 contains 14280 members 
Mstep: Class 22 contains 44919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157648144.000000 Penalty: 69693.210938
Iteration 32Q: 21 clusters Score -1.576481e+08 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 23126 members 
Mstep: Class 3 contains 87792 members 
Mstep: Class 4 contains 292488 members 
Mstep: Class 5 contains 38958 members 
Mstep: Class 6 contains 10939 members 
Mstep: Class 7 contains 151813 members 
Mstep: Class 8 contains 59729 members 
Mstep: Class 9 contains 3905 members 
Mstep: Class 10 contains 52899 members 
Mstep: Class 11 contains 162333 members 
Mstep: Class 12 contains 163331 members 
Mstep: Class 13 contains 10216 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 17 contains 32876 members 
Mstep: Class 19 contains 48678 members 
Mstep: Class 20 contains 53776 members 
Mstep: Class 21 contains 14612 members 
Mstep: Class 22 contains 43448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157650944.000000 Penalty: 69693.210938
Iteration 33Q: 21 clusters Score -1.576509e+08 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 23118 members 
Mstep: Class 3 contains 89051 members 
Mstep: Class 4 contains 290833 members 
Mstep: Class 5 contains 39128 members 
Mstep: Class 6 contains 10883 members 
Mstep: Class 7 contains 151609 members 
Mstep: Class 8 contains 59377 members 
Mstep: Class 9 contains 3977 members 
Mstep: Class 10 contains 52248 members 
Mstep: Class 11 contains 162487 members 
Mstep: Class 12 contains 164036 members 
Mstep: Class 13 contains 10635 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 17 contains 32973 members 
Mstep: Class 19 contains 49672 members 
Mstep: Class 20 contains 53708 members 
Mstep: Class 21 contains 14948 members 
Mstep: Class 22 contains 42153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157653296.000000 Penalty: 69693.210938
Iteration 34Q: 21 clusters Score -1.576533e+08 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 23114 members 
Mstep: Class 3 contains 90167 members 
Mstep: Class 4 contains 289451 members 
Mstep: Class 5 contains 39394 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 151455 members 
Mstep: Class 8 contains 59075 members 
Mstep: Class 9 contains 4086 members 
Mstep: Class 10 contains 51613 members 
Mstep: Class 11 contains 162450 members 
Mstep: Class 12 contains 164701 members 
Mstep: Class 13 contains 11015 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 33067 members 
Mstep: Class 19 contains 50537 members 
Mstep: Class 20 contains 53645 members 
Mstep: Class 21 contains 15216 members 
Mstep: Class 22 contains 40950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157654816.000000 Penalty: 69693.210938
Iteration 35Q: 21 clusters Score -1.576548e+08 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 23107 members 
Mstep: Class 3 contains 91209 members 
Mstep: Class 4 contains 288197 members 
Mstep: Class 5 contains 39576 members 
Mstep: Class 6 contains 10811 members 
Mstep: Class 7 contains 151331 members 
Mstep: Class 8 contains 58802 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 10 contains 51077 members 
Mstep: Class 11 contains 162378 members 
Mstep: Class 12 contains 165335 members 
Mstep: Class 13 contains 11365 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 15 contains 2763 members 
Mstep: Class 17 contains 33154 members 
Mstep: Class 19 contains 51305 members 
Mstep: Class 20 contains 53592 members 
Mstep: Class 21 contains 15484 members 
Mstep: Class 22 contains 39779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157656496.000000 Penalty: 69693.210938
Iteration 36Q: 21 clusters Score -1.576565e+08 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 23101 members 
Mstep: Class 3 contains 92130 members 
Mstep: Class 4 contains 287121 members 
Mstep: Class 5 contains 39717 members 
Mstep: Class 6 contains 10819 members 
Mstep: Class 7 contains 151252 members 
Mstep: Class 8 contains 58582 members 
Mstep: Class 9 contains 4340 members 
Mstep: Class 10 contains 50587 members 
Mstep: Class 11 contains 162189 members 
Mstep: Class 12 contains 165904 members 
Mstep: Class 13 contains 11700 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 2784 members 
Mstep: Class 17 contains 33219 members 
Mstep: Class 19 contains 52005 members 
Mstep: Class 20 contains 53553 members 
Mstep: Class 21 contains 15695 members 
Mstep: Class 22 contains 38756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157657728.000000 Penalty: 69693.210938
Iteration 37Q: 21 clusters Score -1.576577e+08 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 23094 members 
Mstep: Class 3 contains 92969 members 
Mstep: Class 4 contains 286320 members 
Mstep: Class 5 contains 39806 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 151181 members 
Mstep: Class 8 contains 58347 members 
Mstep: Class 9 contains 4452 members 
Mstep: Class 10 contains 50178 members 
Mstep: Class 11 contains 161845 members 
Mstep: Class 12 contains 166474 members 
Mstep: Class 13 contains 11974 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 17 contains 33274 members 
Mstep: Class 19 contains 52644 members 
Mstep: Class 20 contains 53525 members 
Mstep: Class 21 contains 15876 members 
Mstep: Class 22 contains 37809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157658736.000000 Penalty: 69693.210938
Iteration 38Q: 21 clusters Score -1.576587e+08 nChanged 6726
Entering ConstructFrom: 
Score: -157658736.000000 Penalty: 69693.210938
Entering ConstructFrom: 
Trying to split cluster 1 (8867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Entering Unmasked Estep 
Score: -1062495.750000 Penalty: 2254.342773
	Iteration 0F: 2 clusters Score -1062496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1055549.625000 Penalty: 4508.685547
	Iteration 0F: 3 clusters Score -1055550 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1057756.250000 Penalty: 4508.685547
	Iteration 1F: 3 clusters Score -1057756 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1058135.375000 Penalty: 4508.685547
	Iteration 2F: 3 clusters Score -1058135 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1058406.625000 Penalty: 4508.685547
	Iteration 3F: 3 clusters Score -1058407 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1058617.625000 Penalty: 4508.685547
	Iteration 4Q: 3 clusters Score -1058618 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1058786.750000 Penalty: 4508.685547
	Iteration 5Q: 3 clusters Score -1058787 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1058947.125000 Penalty: 4508.685547
	Iteration 6Q: 3 clusters Score -1058947 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1059097.125000 Penalty: 4508.685547
	Iteration 7Q: 3 clusters Score -1059097 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1059262.250000 Penalty: 4508.685547
	Iteration 8Q: 3 clusters Score -1059262 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1059445.000000 Penalty: 4508.685547
	Iteration 9Q: 3 clusters Score -1059445 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1059644.500000 Penalty: 4508.685547
	Iteration 10Q: 3 clusters Score -1059644 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1059877.000000 Penalty: 4508.685547
	Iteration 11Q: 3 clusters Score -1059877 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1060117.125000 Penalty: 4508.685547
	Iteration 12Q: 3 clusters Score -1060117 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1060338.625000 Penalty: 4508.685547
	Iteration 13Q: 3 clusters Score -1060339 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1060560.125000 Penalty: 4508.685547
	Iteration 14Q: 3 clusters Score -1060560 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1060806.250000 Penalty: 4508.685547
	Iteration 15Q: 3 clusters Score -1060806 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1061046.750000 Penalty: 4508.685547
	Iteration 16Q: 3 clusters Score -1061047 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1061219.500000 Penalty: 4508.685547
	Iteration 17Q: 3 clusters Score -1061220 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1061382.250000 Penalty: 4508.685547
	Iteration 18Q: 3 clusters Score -1061382 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1061525.000000 Penalty: 4508.685547
	Iteration 19Q: 3 clusters Score -1061525 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1061680.875000 Penalty: 4508.685547
	Iteration 20F: 3 clusters Score -1061681 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1061764.750000 Penalty: 4508.685547
	Iteration 21Q: 3 clusters Score -1061765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1061783.125000 Penalty: 4508.685547
	Iteration 22Q: 3 clusters Score -1061783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1061788.625000 Penalty: 4508.685547
	Iteration 23Q: 3 clusters Score -1061789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1061791.625000 Penalty: 4508.685547
	Iteration 24Q: 3 clusters Score -1061792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1061796.250000 Penalty: 4508.685547
	Iteration 25Q: 3 clusters Score -1061796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1061802.375000 Penalty: 4508.685547
	Iteration 26Q: 3 clusters Score -1061802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1061808.000000 Penalty: 4508.685547
	Iteration 27Q: 3 clusters Score -1061808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1061810.875000 Penalty: 4508.685547
	Iteration 28Q: 3 clusters Score -1061811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1061813.000000 Penalty: 4508.685547
	Iteration 29Q: 3 clusters Score -1061813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1061813.250000 Penalty: 4508.685547
	Iteration 30Q: 3 clusters Score -1061813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1061814.000000 Penalty: 4508.685547
	Iteration 31Q: 3 clusters Score -1061814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1061814.750000 Penalty: 4508.685547
	Iteration 32Q: 3 clusters Score -1061815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1061815.750000 Penalty: 4508.685547
	Iteration 33Q: 3 clusters Score -1061816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1061815.750000 Penalty: 4508.685547
	Iteration 34F: 3 clusters Score -1061816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Entering Unmasked Estep 
Score: -2872479.500000 Penalty: 2491.673096
	Iteration 0F: 2 clusters Score -2872480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2856553.250000 Penalty: 4983.346191
	Iteration 0F: 3 clusters Score -2856553 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2862314.500000 Penalty: 4983.346191
	Iteration 1F: 3 clusters Score -2862314 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2863171.750000 Penalty: 4983.346191
	Iteration 2F: 3 clusters Score -2863172 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2864242.500000 Penalty: 4983.346191
	Iteration 3F: 3 clusters Score -2864242 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2865532.500000 Penalty: 4983.346191
	Iteration 4F: 3 clusters Score -2865532 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2866739.250000 Penalty: 4983.346191
	Iteration 5F: 3 clusters Score -2866739 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2867638.500000 Penalty: 4983.346191
	Iteration 6F: 3 clusters Score -2867638 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2868258.250000 Penalty: 4983.346191
	Iteration 7F: 3 clusters Score -2868258 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2868626.750000 Penalty: 4983.346191
	Iteration 8Q: 3 clusters Score -2868627 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2868861.500000 Penalty: 4983.346191
	Iteration 9Q: 3 clusters Score -2868862 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2869038.750000 Penalty: 4983.346191
	Iteration 10Q: 3 clusters Score -2869039 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2869195.000000 Penalty: 4983.346191
	Iteration 11Q: 3 clusters Score -2869195 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2869338.000000 Penalty: 4983.346191
	Iteration 12Q: 3 clusters Score -2869338 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2869464.250000 Penalty: 4983.346191
	Iteration 13Q: 3 clusters Score -2869464 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2869579.750000 Penalty: 4983.346191
	Iteration 14Q: 3 clusters Score -2869580 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2869695.000000 Penalty: 4983.346191
	Iteration 15Q: 3 clusters Score -2869695 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2869764.750000 Penalty: 4983.346191
	Iteration 16Q: 3 clusters Score -2869765 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2869880.500000 Penalty: 4983.346191
	Iteration 17Q: 3 clusters Score -2869880 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2870022.250000 Penalty: 4983.346191
	Iteration 18Q: 3 clusters Score -2870022 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2870139.250000 Penalty: 4983.346191
	Iteration 19Q: 3 clusters Score -2870139 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2870256.250000 Penalty: 4983.346191
	Iteration 20F: 3 clusters Score -2870256 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2870373.500000 Penalty: 4983.346191
	Iteration 21Q: 3 clusters Score -2870374 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2870516.250000 Penalty: 4983.346191
	Iteration 22Q: 3 clusters Score -2870516 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2870651.000000 Penalty: 4983.346191
	Iteration 23Q: 3 clusters Score -2870651 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2870807.250000 Penalty: 4983.346191
	Iteration 24Q: 3 clusters Score -2870807 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2870961.000000 Penalty: 4983.346191
	Iteration 25Q: 3 clusters Score -2870961 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2871126.250000 Penalty: 4983.346191
	Iteration 26Q: 3 clusters Score -2871126 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2871339.750000 Penalty: 4983.346191
	Iteration 27Q: 3 clusters Score -2871340 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2871598.000000 Penalty: 4983.346191
	Iteration 28Q: 3 clusters Score -2871598 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2871795.500000 Penalty: 4983.346191
	Iteration 29Q: 3 clusters Score -2871796 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2871960.500000 Penalty: 4983.346191
	Iteration 30Q: 3 clusters Score -2871960 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2872044.000000 Penalty: 4983.346191
	Iteration 31Q: 3 clusters Score -2872044 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2872092.000000 Penalty: 4983.346191
	Iteration 32Q: 3 clusters Score -2872092 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2872155.000000 Penalty: 4983.346191
	Iteration 33Q: 3 clusters Score -2872155 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2872197.750000 Penalty: 4983.346191
	Iteration 34Q: 3 clusters Score -2872198 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2872203.500000 Penalty: 4983.346191
	Iteration 35Q: 3 clusters Score -2872204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2872218.500000 Penalty: 4983.346191
	Iteration 36Q: 3 clusters Score -2872218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2872229.000000 Penalty: 4983.346191
	Iteration 37Q: 3 clusters Score -2872229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2872250.250000 Penalty: 4983.346191
	Iteration 38Q: 3 clusters Score -2872250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2872258.500000 Penalty: 4983.346191
	Iteration 39Q: 3 clusters Score -2872258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2872250.250000 Penalty: 4983.346191
	Iteration 40F: 3 clusters Score -2872250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2872246.500000 Penalty: 4983.346191
	Iteration 41Q: 3 clusters Score -2872246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2872250.250000 Penalty: 4983.346191
	Iteration 42Q: 3 clusters Score -2872250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2872263.250000 Penalty: 4983.346191
	Iteration 43Q: 3 clusters Score -2872263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2872262.750000 Penalty: 4983.346191
	Iteration 44Q: 3 clusters Score -2872263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2872268.750000 Penalty: 4983.346191
	Iteration 45Q: 3 clusters Score -2872269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2872269.000000 Penalty: 4983.346191
	Iteration 46Q: 3 clusters Score -2872269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2872278.500000 Penalty: 4983.346191
	Iteration 47Q: 3 clusters Score -2872278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2872278.500000 Penalty: 4983.346191
	Iteration 48Q: 3 clusters Score -2872278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2872279.000000 Penalty: 4983.346191
	Iteration 49Q: 3 clusters Score -2872279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2872286.000000 Penalty: 4983.346191
	Iteration 50Q: 3 clusters Score -2872286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2872287.750000 Penalty: 4983.346191
	Iteration 51Q: 3 clusters Score -2872288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2872286.750000 Penalty: 4983.346191
	Iteration 52Q: 3 clusters Score -2872287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2872288.000000 Penalty: 4983.346191
	Iteration 53Q: 3 clusters Score -2872288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2872288.250000 Penalty: 4983.346191
	Iteration 54Q: 3 clusters Score -2872288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2872285.000000 Penalty: 4983.346191
	Iteration 55Q: 3 clusters Score -2872285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2872283.250000 Penalty: 4983.346191
	Iteration 56Q: 3 clusters Score -2872283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2872284.750000 Penalty: 4983.346191
	Iteration 57Q: 3 clusters Score -2872285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2872280.500000 Penalty: 4983.346191
	Iteration 58Q: 3 clusters Score -2872280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2872277.750000 Penalty: 4983.346191
	Iteration 59Q: 3 clusters Score -2872278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2872278.250000 Penalty: 4983.346191
	Iteration 60F: 3 clusters Score -2872278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2872278.250000 Penalty: 4983.346191
	Iteration 61Q: 3 clusters Score -2872278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2872280.750000 Penalty: 4983.346191
	Iteration 62Q: 3 clusters Score -2872281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2872281.750000 Penalty: 4983.346191
	Iteration 63Q: 3 clusters Score -2872282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2872282.000000 Penalty: 4983.346191
	Iteration 64Q: 3 clusters Score -2872282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2872278.500000 Penalty: 4983.346191
	Iteration 65Q: 3 clusters Score -2872278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2872278.250000 Penalty: 4983.346191
	Iteration 66Q: 3 clusters Score -2872278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2872277.500000 Penalty: 4983.346191
	Iteration 67Q: 3 clusters Score -2872278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2872279.750000 Penalty: 4983.346191
	Iteration 68Q: 3 clusters Score -2872280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2872276.500000 Penalty: 4983.346191
	Iteration 69Q: 3 clusters Score -2872276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2872278.000000 Penalty: 4983.346191
	Iteration 70Q: 3 clusters Score -2872278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2872278.500000 Penalty: 4983.346191
	Iteration 71Q: 3 clusters Score -2872278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2872278.250000 Penalty: 4983.346191
	Iteration 72Q: 3 clusters Score -2872278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2872276.750000 Penalty: 4983.346191
	Iteration 73Q: 3 clusters Score -2872277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2872274.250000 Penalty: 4983.346191
	Iteration 74Q: 3 clusters Score -2872274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2872274.250000 Penalty: 4983.346191
	Iteration 75F: 3 clusters Score -2872274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (93745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93745 members 
Entering Unmasked Estep 
Score: -11869943.000000 Penalty: 2839.186768
	Iteration 0F: 2 clusters Score -1.186994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -11807424.000000 Penalty: 5678.373535
	Iteration 0F: 3 clusters Score -1.180742e+07 nChanged 44105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -11832459.000000 Penalty: 5678.373535
	Iteration 1F: 3 clusters Score -1.183246e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -11833264.000000 Penalty: 5678.373535
	Iteration 2Q: 3 clusters Score -1.183326e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -11834239.000000 Penalty: 5678.373535
	Iteration 3Q: 3 clusters Score -1.183424e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -11836037.000000 Penalty: 5678.373535
	Iteration 4Q: 3 clusters Score -1.183604e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 62301 members 
Entering Unmasked Estep 
Score: -11838945.000000 Penalty: 5678.373535
	Iteration 5F: 3 clusters Score -1.183894e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -11844025.000000 Penalty: 5678.373535
	Iteration 6F: 3 clusters Score -1.184402e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -11851323.000000 Penalty: 5678.373535
	Iteration 7F: 3 clusters Score -1.185132e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 84444 members 
Entering Unmasked Estep 
Score: -11858740.000000 Penalty: 5678.373535
	Iteration 8F: 3 clusters Score -1.185874e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -11863869.000000 Penalty: 5678.373535
	Iteration 9F: 3 clusters Score -1.186387e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 91750 members 
Entering Unmasked Estep 
Score: -11866162.000000 Penalty: 5678.373535
	Iteration 10Q: 3 clusters Score -1.186616e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 92537 members 
Entering Unmasked Estep 
Score: -11867029.000000 Penalty: 5678.373535
	Iteration 11Q: 3 clusters Score -1.186703e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 92799 members 
Entering Unmasked Estep 
Score: -11867401.000000 Penalty: 5678.373535
	Iteration 12Q: 3 clusters Score -1.18674e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 92909 members 
Entering Unmasked Estep 
Score: -11867577.000000 Penalty: 5678.373535
	Iteration 13Q: 3 clusters Score -1.186758e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -11867688.000000 Penalty: 5678.373535
	Iteration 14Q: 3 clusters Score -1.186769e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
Score: -11867749.000000 Penalty: 5678.373535
	Iteration 15Q: 3 clusters Score -1.186775e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 92983 members 
Entering Unmasked Estep 
Score: -11867785.000000 Penalty: 5678.373535
	Iteration 16Q: 3 clusters Score -1.186778e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
Score: -11867833.000000 Penalty: 5678.373535
	Iteration 17Q: 3 clusters Score -1.186783e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -11867871.000000 Penalty: 5678.373535
	Iteration 18Q: 3 clusters Score -1.186787e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -11867915.000000 Penalty: 5678.373535
	Iteration 19Q: 3 clusters Score -1.186792e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -11867943.000000 Penalty: 5678.373535
	Iteration 20F: 3 clusters Score -1.186794e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -11867969.000000 Penalty: 5678.373535
	Iteration 21Q: 3 clusters Score -1.186797e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 92982 members 
Entering Unmasked Estep 
Score: -11867996.000000 Penalty: 5678.373535
	Iteration 22Q: 3 clusters Score -1.1868e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 92980 members 
Entering Unmasked Estep 
Score: -11868025.000000 Penalty: 5678.373535
	Iteration 23Q: 3 clusters Score -1.186802e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -11868042.000000 Penalty: 5678.373535
	Iteration 24Q: 3 clusters Score -1.186804e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 92986 members 
Entering Unmasked Estep 
Score: -11868064.000000 Penalty: 5678.373535
	Iteration 25Q: 3 clusters Score -1.186806e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 92981 members 
Entering Unmasked Estep 
Score: -11868081.000000 Penalty: 5678.373535
	Iteration 26Q: 3 clusters Score -1.186808e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 92974 members 
Entering Unmasked Estep 
Score: -11868101.000000 Penalty: 5678.373535
	Iteration 27Q: 3 clusters Score -1.18681e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 92969 members 
Entering Unmasked Estep 
Score: -11868128.000000 Penalty: 5678.373535
	Iteration 28Q: 3 clusters Score -1.186813e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -11868142.000000 Penalty: 5678.373535
	Iteration 29Q: 3 clusters Score -1.186814e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -11868144.000000 Penalty: 5678.373535
	Iteration 30Q: 3 clusters Score -1.186814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 92956 members 
Entering Unmasked Estep 
Score: -11868157.000000 Penalty: 5678.373535
	Iteration 31Q: 3 clusters Score -1.186816e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -11868184.000000 Penalty: 5678.373535
	Iteration 32Q: 3 clusters Score -1.186818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -11868178.000000 Penalty: 5678.373535
	Iteration 33Q: 3 clusters Score -1.186818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -11868185.000000 Penalty: 5678.373535
	Iteration 34Q: 3 clusters Score -1.186818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -11868186.000000 Penalty: 5678.373535
	Iteration 35Q: 3 clusters Score -1.186819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -11868194.000000 Penalty: 5678.373535
	Iteration 36Q: 3 clusters Score -1.186819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -11868205.000000 Penalty: 5678.373535
	Iteration 37Q: 3 clusters Score -1.18682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -11868203.000000 Penalty: 5678.373535
	Iteration 38Q: 3 clusters Score -1.18682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
Score: -11868218.000000 Penalty: 5678.373535
	Iteration 39Q: 3 clusters Score -1.186822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -11868220.000000 Penalty: 5678.373535
	Iteration 40F: 3 clusters Score -1.186822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -11868224.000000 Penalty: 5678.373535
	Iteration 41Q: 3 clusters Score -1.186822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -11868228.000000 Penalty: 5678.373535
	Iteration 42Q: 3 clusters Score -1.186823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -11868221.000000 Penalty: 5678.373535
	Iteration 43Q: 3 clusters Score -1.186822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -11868222.000000 Penalty: 5678.373535
	Iteration 44Q: 3 clusters Score -1.186822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -11868225.000000 Penalty: 5678.373535
	Iteration 45Q: 3 clusters Score -1.186822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 92916 members 
Entering Unmasked Estep 
Score: -11868232.000000 Penalty: 5678.373535
	Iteration 46Q: 3 clusters Score -1.186823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -11868229.000000 Penalty: 5678.373535
	Iteration 47Q: 3 clusters Score -1.186823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -11868229.000000 Penalty: 5678.373535
	Iteration 48F: 3 clusters Score -1.186823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (285542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285542 members 
Entering Unmasked Estep 
Score: -36831608.000000 Penalty: 3115.411865
	Iteration 0F: 2 clusters Score -3.683161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 143061 members 
Entering Unmasked Estep 
Score: -36664140.000000 Penalty: 6230.823730
	Iteration 0F: 3 clusters Score -3.666414e+07 nChanged 137918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141395 members 
Mstep: Class 2 contains 144147 members 
Entering Unmasked Estep 
Score: -36745788.000000 Penalty: 6230.823730
	Iteration 1F: 3 clusters Score -3.674579e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140796 members 
Mstep: Class 2 contains 144746 members 
Entering Unmasked Estep 
Score: -36747268.000000 Penalty: 6230.823730
	Iteration 2Q: 3 clusters Score -3.674727e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139765 members 
Mstep: Class 2 contains 145777 members 
Entering Unmasked Estep 
Score: -36749168.000000 Penalty: 6230.823730
	Iteration 3Q: 3 clusters Score -3.674917e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137879 members 
Mstep: Class 2 contains 147663 members 
Entering Unmasked Estep 
Score: -36751512.000000 Penalty: 6230.823730
	Iteration 4Q: 3 clusters Score -3.675151e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135028 members 
Mstep: Class 2 contains 150514 members 
Entering Unmasked Estep 
Score: -36754432.000000 Penalty: 6230.823730
	Iteration 5Q: 3 clusters Score -3.675443e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130931 members 
Mstep: Class 2 contains 154611 members 
Entering Unmasked Estep 
Score: -36758172.000000 Penalty: 6230.823730
	Iteration 6Q: 3 clusters Score -3.675817e+07 nChanged 12063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125358 members 
Mstep: Class 2 contains 160184 members 
Entering Unmasked Estep 
Score: -36762924.000000 Penalty: 6230.823730
	Iteration 7Q: 3 clusters Score -3.676292e+07 nChanged 13628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118312 members 
Mstep: Class 2 contains 167230 members 
Entering Unmasked Estep 
Score: -36768888.000000 Penalty: 6230.823730
	Iteration 8Q: 3 clusters Score -3.676889e+07 nChanged 15181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110181 members 
Mstep: Class 2 contains 175361 members 
Entering Unmasked Estep 
Score: -36776360.000000 Penalty: 6230.823730
	Iteration 9F: 3 clusters Score -3.677636e+07 nChanged 16472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102617 members 
Mstep: Class 2 contains 182925 members 
Entering Unmasked Estep 
Score: -36785832.000000 Penalty: 6230.823730
	Iteration 10F: 3 clusters Score -3.678583e+07 nChanged 16579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97356 members 
Mstep: Class 2 contains 188186 members 
Entering Unmasked Estep 
Score: -36795816.000000 Penalty: 6230.823730
	Iteration 11F: 3 clusters Score -3.679582e+07 nChanged 14502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 190394 members 
Entering Unmasked Estep 
Score: -36803412.000000 Penalty: 6230.823730
	Iteration 12F: 3 clusters Score -3.680341e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94891 members 
Mstep: Class 2 contains 190651 members 
Entering Unmasked Estep 
Score: -36806644.000000 Penalty: 6230.823730
	Iteration 13Q: 3 clusters Score -3.680664e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95228 members 
Mstep: Class 2 contains 190314 members 
Entering Unmasked Estep 
Score: -36807412.000000 Penalty: 6230.823730
	Iteration 14Q: 3 clusters Score -3.680741e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95606 members 
Mstep: Class 2 contains 189936 members 
Entering Unmasked Estep 
Score: -36807872.000000 Penalty: 6230.823730
	Iteration 15Q: 3 clusters Score -3.680787e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 189464 members 
Entering Unmasked Estep 
Score: -36808172.000000 Penalty: 6230.823730
	Iteration 16Q: 3 clusters Score -3.680817e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 188906 members 
Entering Unmasked Estep 
Score: -36808384.000000 Penalty: 6230.823730
	Iteration 17Q: 3 clusters Score -3.680838e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97244 members 
Mstep: Class 2 contains 188298 members 
Entering Unmasked Estep 
Score: -36808432.000000 Penalty: 6230.823730
	Iteration 18Q: 3 clusters Score -3.680843e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98005 members 
Mstep: Class 2 contains 187537 members 
Entering Unmasked Estep 
Score: -36808680.000000 Penalty: 6230.823730
	Iteration 19Q: 3 clusters Score -3.680868e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 186749 members 
Entering Unmasked Estep 
Score: -36809152.000000 Penalty: 6230.823730
	Iteration 20F: 3 clusters Score -3.680915e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 185842 members 
Entering Unmasked Estep 
Score: -36809400.000000 Penalty: 6230.823730
	Iteration 21Q: 3 clusters Score -3.68094e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 184854 members 
Entering Unmasked Estep 
Score: -36809640.000000 Penalty: 6230.823730
	Iteration 22Q: 3 clusters Score -3.680964e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 183795 members 
Entering Unmasked Estep 
Score: -36809856.000000 Penalty: 6230.823730
	Iteration 23Q: 3 clusters Score -3.680986e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 182676 members 
Entering Unmasked Estep 
Score: -36809968.000000 Penalty: 6230.823730
	Iteration 24Q: 3 clusters Score -3.680997e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103973 members 
Mstep: Class 2 contains 181569 members 
Entering Unmasked Estep 
Score: -36810336.000000 Penalty: 6230.823730
	Iteration 25Q: 3 clusters Score -3.681034e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105115 members 
Mstep: Class 2 contains 180427 members 
Entering Unmasked Estep 
Score: -36810468.000000 Penalty: 6230.823730
	Iteration 26Q: 3 clusters Score -3.681047e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106274 members 
Mstep: Class 2 contains 179268 members 
Entering Unmasked Estep 
Score: -36810816.000000 Penalty: 6230.823730
	Iteration 27Q: 3 clusters Score -3.681082e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107464 members 
Mstep: Class 2 contains 178078 members 
Entering Unmasked Estep 
Score: -36811056.000000 Penalty: 6230.823730
	Iteration 28Q: 3 clusters Score -3.681106e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108629 members 
Mstep: Class 2 contains 176913 members 
Entering Unmasked Estep 
Score: -36811236.000000 Penalty: 6230.823730
	Iteration 29Q: 3 clusters Score -3.681124e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109801 members 
Mstep: Class 2 contains 175741 members 
Entering Unmasked Estep 
Score: -36811436.000000 Penalty: 6230.823730
	Iteration 30Q: 3 clusters Score -3.681144e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111006 members 
Mstep: Class 2 contains 174536 members 
Entering Unmasked Estep 
Score: -36811772.000000 Penalty: 6230.823730
	Iteration 31Q: 3 clusters Score -3.681177e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112280 members 
Mstep: Class 2 contains 173262 members 
Entering Unmasked Estep 
Score: -36812032.000000 Penalty: 6230.823730
	Iteration 32Q: 3 clusters Score -3.681203e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113622 members 
Mstep: Class 2 contains 171920 members 
Entering Unmasked Estep 
Score: -36812156.000000 Penalty: 6230.823730
	Iteration 33Q: 3 clusters Score -3.681216e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115118 members 
Mstep: Class 2 contains 170424 members 
Entering Unmasked Estep 
Score: -36812324.000000 Penalty: 6230.823730
	Iteration 34Q: 3 clusters Score -3.681232e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116598 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -36812500.000000 Penalty: 6230.823730
	Iteration 35Q: 3 clusters Score -3.68125e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118119 members 
Mstep: Class 2 contains 167423 members 
Entering Unmasked Estep 
Score: -36812644.000000 Penalty: 6230.823730
	Iteration 36Q: 3 clusters Score -3.681264e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119652 members 
Mstep: Class 2 contains 165890 members 
Entering Unmasked Estep 
Score: -36812832.000000 Penalty: 6230.823730
	Iteration 37Q: 3 clusters Score -3.681283e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121174 members 
Mstep: Class 2 contains 164368 members 
Entering Unmasked Estep 
Score: -36813116.000000 Penalty: 6230.823730
	Iteration 38Q: 3 clusters Score -3.681312e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122692 members 
Mstep: Class 2 contains 162850 members 
Entering Unmasked Estep 
Score: -36813304.000000 Penalty: 6230.823730
	Iteration 39Q: 3 clusters Score -3.68133e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124191 members 
Mstep: Class 2 contains 161351 members 
Entering Unmasked Estep 
Score: -36813780.000000 Penalty: 6230.823730
	Iteration 40F: 3 clusters Score -3.681378e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125698 members 
Mstep: Class 2 contains 159844 members 
Entering Unmasked Estep 
Score: -36813640.000000 Penalty: 6230.823730
	Iteration 41Q: 3 clusters Score -3.681364e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127190 members 
Mstep: Class 2 contains 158352 members 
Entering Unmasked Estep 
Score: -36813824.000000 Penalty: 6230.823730
	Iteration 42Q: 3 clusters Score -3.681382e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128791 members 
Mstep: Class 2 contains 156751 members 
Entering Unmasked Estep 
Score: -36813988.000000 Penalty: 6230.823730
	Iteration 43Q: 3 clusters Score -3.681399e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130482 members 
Mstep: Class 2 contains 155060 members 
Entering Unmasked Estep 
Score: -36814300.000000 Penalty: 6230.823730
	Iteration 44Q: 3 clusters Score -3.68143e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132239 members 
Mstep: Class 2 contains 153303 members 
Entering Unmasked Estep 
Score: -36814500.000000 Penalty: 6230.823730
	Iteration 45Q: 3 clusters Score -3.68145e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134072 members 
Mstep: Class 2 contains 151470 members 
Entering Unmasked Estep 
Score: -36814720.000000 Penalty: 6230.823730
	Iteration 46Q: 3 clusters Score -3.681472e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135889 members 
Mstep: Class 2 contains 149653 members 
Entering Unmasked Estep 
Score: -36814812.000000 Penalty: 6230.823730
	Iteration 47Q: 3 clusters Score -3.681481e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137722 members 
Mstep: Class 2 contains 147820 members 
Entering Unmasked Estep 
Score: -36815112.000000 Penalty: 6230.823730
	Iteration 48Q: 3 clusters Score -3.681511e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139378 members 
Mstep: Class 2 contains 146164 members 
Entering Unmasked Estep 
Score: -36815348.000000 Penalty: 6230.823730
	Iteration 49Q: 3 clusters Score -3.681535e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141106 members 
Mstep: Class 2 contains 144436 members 
Entering Unmasked Estep 
Score: -36815472.000000 Penalty: 6230.823730
	Iteration 50Q: 3 clusters Score -3.681547e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142796 members 
Mstep: Class 2 contains 142746 members 
Entering Unmasked Estep 
Score: -36815708.000000 Penalty: 6230.823730
	Iteration 51Q: 3 clusters Score -3.681571e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144503 members 
Mstep: Class 2 contains 141039 members 
Entering Unmasked Estep 
Score: -36815684.000000 Penalty: 6230.823730
	Iteration 52Q: 3 clusters Score -3.681568e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146101 members 
Mstep: Class 2 contains 139441 members 
Entering Unmasked Estep 
Score: -36815800.000000 Penalty: 6230.823730
	Iteration 53Q: 3 clusters Score -3.68158e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147732 members 
Mstep: Class 2 contains 137810 members 
Entering Unmasked Estep 
Score: -36815728.000000 Penalty: 6230.823730
	Iteration 54Q: 3 clusters Score -3.681573e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149531 members 
Mstep: Class 2 contains 136011 members 
Entering Unmasked Estep 
Score: -36815808.000000 Penalty: 6230.823730
	Iteration 55Q: 3 clusters Score -3.681581e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151417 members 
Mstep: Class 2 contains 134125 members 
Entering Unmasked Estep 
Score: -36815900.000000 Penalty: 6230.823730
	Iteration 56Q: 3 clusters Score -3.68159e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153268 members 
Mstep: Class 2 contains 132274 members 
Entering Unmasked Estep 
Score: -36815892.000000 Penalty: 6230.823730
	Iteration 57Q: 3 clusters Score -3.681589e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155134 members 
Mstep: Class 2 contains 130408 members 
Entering Unmasked Estep 
Score: -36815896.000000 Penalty: 6230.823730
	Iteration 58Q: 3 clusters Score -3.68159e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156952 members 
Mstep: Class 2 contains 128590 members 
Entering Unmasked Estep 
Score: -36815896.000000 Penalty: 6230.823730
	Iteration 59Q: 3 clusters Score -3.68159e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158769 members 
Mstep: Class 2 contains 126773 members 
Entering Unmasked Estep 
Score: -36815824.000000 Penalty: 6230.823730
	Iteration 60F: 3 clusters Score -3.681582e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160484 members 
Mstep: Class 2 contains 125058 members 
Entering Unmasked Estep 
Score: -36815948.000000 Penalty: 6230.823730
	Iteration 61Q: 3 clusters Score -3.681595e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162148 members 
Mstep: Class 2 contains 123394 members 
Entering Unmasked Estep 
Score: -36815912.000000 Penalty: 6230.823730
	Iteration 62Q: 3 clusters Score -3.681591e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163769 members 
Mstep: Class 2 contains 121773 members 
Entering Unmasked Estep 
Score: -36815736.000000 Penalty: 6230.823730
	Iteration 63Q: 3 clusters Score -3.681574e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165312 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -36815728.000000 Penalty: 6230.823730
	Iteration 64Q: 3 clusters Score -3.681573e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166732 members 
Mstep: Class 2 contains 118810 members 
Entering Unmasked Estep 
Score: -36815436.000000 Penalty: 6230.823730
	Iteration 65Q: 3 clusters Score -3.681544e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167909 members 
Mstep: Class 2 contains 117633 members 
Entering Unmasked Estep 
Score: -36815160.000000 Penalty: 6230.823730
	Iteration 66Q: 3 clusters Score -3.681516e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169009 members 
Mstep: Class 2 contains 116533 members 
Entering Unmasked Estep 
Score: -36815088.000000 Penalty: 6230.823730
	Iteration 67Q: 3 clusters Score -3.681509e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170047 members 
Mstep: Class 2 contains 115495 members 
Entering Unmasked Estep 
Score: -36815024.000000 Penalty: 6230.823730
	Iteration 68Q: 3 clusters Score -3.681502e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171040 members 
Mstep: Class 2 contains 114502 members 
Entering Unmasked Estep 
Score: -36814820.000000 Penalty: 6230.823730
	Iteration 69Q: 3 clusters Score -3.681482e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172019 members 
Mstep: Class 2 contains 113523 members 
Entering Unmasked Estep 
Score: -36814804.000000 Penalty: 6230.823730
	Iteration 70Q: 3 clusters Score -3.68148e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172959 members 
Mstep: Class 2 contains 112583 members 
Entering Unmasked Estep 
Score: -36814612.000000 Penalty: 6230.823730
	Iteration 71Q: 3 clusters Score -3.681461e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173881 members 
Mstep: Class 2 contains 111661 members 
Entering Unmasked Estep 
Score: -36814508.000000 Penalty: 6230.823730
	Iteration 72Q: 3 clusters Score -3.681451e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174720 members 
Mstep: Class 2 contains 110822 members 
Entering Unmasked Estep 
Score: -36814384.000000 Penalty: 6230.823730
	Iteration 73Q: 3 clusters Score -3.681438e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175468 members 
Mstep: Class 2 contains 110074 members 
Entering Unmasked Estep 
Score: -36814264.000000 Penalty: 6230.823730
	Iteration 74Q: 3 clusters Score -3.681426e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176157 members 
Mstep: Class 2 contains 109385 members 
Entering Unmasked Estep 
Score: -36814128.000000 Penalty: 6230.823730
	Iteration 75Q: 3 clusters Score -3.681413e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176836 members 
Mstep: Class 2 contains 108706 members 
Entering Unmasked Estep 
Score: -36814036.000000 Penalty: 6230.823730
	Iteration 76Q: 3 clusters Score -3.681404e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177448 members 
Mstep: Class 2 contains 108094 members 
Entering Unmasked Estep 
Score: -36813880.000000 Penalty: 6230.823730
	Iteration 77Q: 3 clusters Score -3.681388e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177899 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -36813700.000000 Penalty: 6230.823730
	Iteration 78Q: 3 clusters Score -3.68137e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178197 members 
Mstep: Class 2 contains 107345 members 
Entering Unmasked Estep 
Score: -36813508.000000 Penalty: 6230.823730
	Iteration 79Q: 3 clusters Score -3.681351e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178397 members 
Mstep: Class 2 contains 107145 members 
Entering Unmasked Estep 
Score: -36813476.000000 Penalty: 6230.823730
	Iteration 80F: 3 clusters Score -3.681348e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178521 members 
Mstep: Class 2 contains 107021 members 
Entering Unmasked Estep 
Score: -36813304.000000 Penalty: 6230.823730
	Iteration 81Q: 3 clusters Score -3.68133e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178554 members 
Mstep: Class 2 contains 106988 members 
Entering Unmasked Estep 
Score: -36813216.000000 Penalty: 6230.823730
	Iteration 82Q: 3 clusters Score -3.681322e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178586 members 
Mstep: Class 2 contains 106956 members 
Entering Unmasked Estep 
Score: -36813000.000000 Penalty: 6230.823730
	Iteration 83Q: 3 clusters Score -3.6813e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178588 members 
Mstep: Class 2 contains 106954 members 
Entering Unmasked Estep 
Score: -36812940.000000 Penalty: 6230.823730
	Iteration 84Q: 3 clusters Score -3.681294e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178588 members 
Mstep: Class 2 contains 106954 members 
Entering Unmasked Estep 
Score: -36812860.000000 Penalty: 6230.823730
	Iteration 85Q: 3 clusters Score -3.681286e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178537 members 
Mstep: Class 2 contains 107005 members 
Entering Unmasked Estep 
Score: -36812696.000000 Penalty: 6230.823730
	Iteration 86Q: 3 clusters Score -3.68127e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178547 members 
Mstep: Class 2 contains 106995 members 
Entering Unmasked Estep 
Score: -36812544.000000 Penalty: 6230.823730
	Iteration 87Q: 3 clusters Score -3.681254e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178493 members 
Mstep: Class 2 contains 107049 members 
Entering Unmasked Estep 
Score: -36812256.000000 Penalty: 6230.823730
	Iteration 88Q: 3 clusters Score -3.681226e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178480 members 
Mstep: Class 2 contains 107062 members 
Entering Unmasked Estep 
Score: -36812232.000000 Penalty: 6230.823730
	Iteration 89Q: 3 clusters Score -3.681223e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178478 members 
Mstep: Class 2 contains 107064 members 
Entering Unmasked Estep 
Score: -36812196.000000 Penalty: 6230.823730
	Iteration 90Q: 3 clusters Score -3.68122e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178443 members 
Mstep: Class 2 contains 107099 members 
Entering Unmasked Estep 
Score: -36812040.000000 Penalty: 6230.823730
	Iteration 91Q: 3 clusters Score -3.681204e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178321 members 
Mstep: Class 2 contains 107221 members 
Entering Unmasked Estep 
Score: -36812016.000000 Penalty: 6230.823730
	Iteration 92Q: 3 clusters Score -3.681202e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178159 members 
Mstep: Class 2 contains 107383 members 
Entering Unmasked Estep 
Score: -36812032.000000 Penalty: 6230.823730
	Iteration 93Q: 3 clusters Score -3.681203e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177977 members 
Mstep: Class 2 contains 107565 members 
Entering Unmasked Estep 
Score: -36811960.000000 Penalty: 6230.823730
	Iteration 94Q: 3 clusters Score -3.681196e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177778 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -36811916.000000 Penalty: 6230.823730
	Iteration 95Q: 3 clusters Score -3.681192e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177473 members 
Mstep: Class 2 contains 108069 members 
Entering Unmasked Estep 
Score: -36811856.000000 Penalty: 6230.823730
	Iteration 96Q: 3 clusters Score -3.681186e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177156 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -36811920.000000 Penalty: 6230.823730
	Iteration 97Q: 3 clusters Score -3.681192e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176847 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -36811892.000000 Penalty: 6230.823730
	Iteration 98Q: 3 clusters Score -3.681189e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176539 members 
Mstep: Class 2 contains 109003 members 
Entering Unmasked Estep 
Score: -36811872.000000 Penalty: 6230.823730
	Iteration 99Q: 3 clusters Score -3.681187e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176216 members 
Mstep: Class 2 contains 109326 members 
Entering Unmasked Estep 
Score: -36811820.000000 Penalty: 6230.823730
	Iteration 100F: 3 clusters Score -3.681182e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175877 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -36811844.000000 Penalty: 6230.823730
	Iteration 101Q: 3 clusters Score -3.681184e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175544 members 
Mstep: Class 2 contains 109998 members 
Entering Unmasked Estep 
Score: -36811828.000000 Penalty: 6230.823730
	Iteration 102Q: 3 clusters Score -3.681183e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175239 members 
Mstep: Class 2 contains 110303 members 
Entering Unmasked Estep 
Score: -36811776.000000 Penalty: 6230.823730
	Iteration 103Q: 3 clusters Score -3.681178e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174926 members 
Mstep: Class 2 contains 110616 members 
Entering Unmasked Estep 
Score: -36811868.000000 Penalty: 6230.823730
	Iteration 104Q: 3 clusters Score -3.681187e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174650 members 
Mstep: Class 2 contains 110892 members 
Entering Unmasked Estep 
Score: -36811888.000000 Penalty: 6230.823730
	Iteration 105Q: 3 clusters Score -3.681189e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174361 members 
Mstep: Class 2 contains 111181 members 
Entering Unmasked Estep 
Score: -36811872.000000 Penalty: 6230.823730
	Iteration 106Q: 3 clusters Score -3.681187e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174050 members 
Mstep: Class 2 contains 111492 members 
Entering Unmasked Estep 
Score: -36811836.000000 Penalty: 6230.823730
	Iteration 107Q: 3 clusters Score -3.681184e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173708 members 
Mstep: Class 2 contains 111834 members 
Entering Unmasked Estep 
Score: -36811772.000000 Penalty: 6230.823730
	Iteration 108Q: 3 clusters Score -3.681177e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173358 members 
Mstep: Class 2 contains 112184 members 
Entering Unmasked Estep 
Score: -36811772.000000 Penalty: 6230.823730
	Iteration 109Q: 3 clusters Score -3.681177e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173005 members 
Mstep: Class 2 contains 112537 members 
Entering Unmasked Estep 
Score: -36811792.000000 Penalty: 6230.823730
	Iteration 110Q: 3 clusters Score -3.681179e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172678 members 
Mstep: Class 2 contains 112864 members 
Entering Unmasked Estep 
Score: -36811856.000000 Penalty: 6230.823730
	Iteration 111Q: 3 clusters Score -3.681186e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172345 members 
Mstep: Class 2 contains 113197 members 
Entering Unmasked Estep 
Score: -36811808.000000 Penalty: 6230.823730
	Iteration 112Q: 3 clusters Score -3.681181e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172041 members 
Mstep: Class 2 contains 113501 members 
Entering Unmasked Estep 
Score: -36811932.000000 Penalty: 6230.823730
	Iteration 113Q: 3 clusters Score -3.681193e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171744 members 
Mstep: Class 2 contains 113798 members 
Entering Unmasked Estep 
Score: -36811956.000000 Penalty: 6230.823730
	Iteration 114Q: 3 clusters Score -3.681196e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171440 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -36811976.000000 Penalty: 6230.823730
	Iteration 115Q: 3 clusters Score -3.681198e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171102 members 
Mstep: Class 2 contains 114440 members 
Entering Unmasked Estep 
Score: -36812012.000000 Penalty: 6230.823730
	Iteration 116Q: 3 clusters Score -3.681201e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170762 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
Score: -36811984.000000 Penalty: 6230.823730
	Iteration 117Q: 3 clusters Score -3.681198e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170424 members 
Mstep: Class 2 contains 115118 members 
Entering Unmasked Estep 
Score: -36811948.000000 Penalty: 6230.823730
	Iteration 118Q: 3 clusters Score -3.681195e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170107 members 
Mstep: Class 2 contains 115435 members 
Entering Unmasked Estep 
Score: -36811952.000000 Penalty: 6230.823730
	Iteration 119Q: 3 clusters Score -3.681195e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 115715 members 
Entering Unmasked Estep 
Score: -36811932.000000 Penalty: 6230.823730
	Iteration 120F: 3 clusters Score -3.681193e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169565 members 
Mstep: Class 2 contains 115977 members 
Entering Unmasked Estep 
Score: -36811936.000000 Penalty: 6230.823730
	Iteration 121Q: 3 clusters Score -3.681194e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169278 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -36811928.000000 Penalty: 6230.823730
	Iteration 122Q: 3 clusters Score -3.681193e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168970 members 
Mstep: Class 2 contains 116572 members 
Entering Unmasked Estep 
Score: -36811980.000000 Penalty: 6230.823730
	Iteration 123Q: 3 clusters Score -3.681198e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 116883 members 
Entering Unmasked Estep 
Score: -36812012.000000 Penalty: 6230.823730
	Iteration 124Q: 3 clusters Score -3.681201e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168347 members 
Mstep: Class 2 contains 117195 members 
Entering Unmasked Estep 
Score: -36811984.000000 Penalty: 6230.823730
	Iteration 125Q: 3 clusters Score -3.681198e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168085 members 
Mstep: Class 2 contains 117457 members 
Entering Unmasked Estep 
Score: -36811972.000000 Penalty: 6230.823730
	Iteration 126Q: 3 clusters Score -3.681197e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167861 members 
Mstep: Class 2 contains 117681 members 
Entering Unmasked Estep 
Score: -36812048.000000 Penalty: 6230.823730
	Iteration 127Q: 3 clusters Score -3.681205e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167662 members 
Mstep: Class 2 contains 117880 members 
Entering Unmasked Estep 
Score: -36812108.000000 Penalty: 6230.823730
	Iteration 128Q: 3 clusters Score -3.681211e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 118089 members 
Entering Unmasked Estep 
Score: -36812136.000000 Penalty: 6230.823730
	Iteration 129Q: 3 clusters Score -3.681214e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167241 members 
Mstep: Class 2 contains 118301 members 
Entering Unmasked Estep 
Score: -36812184.000000 Penalty: 6230.823730
	Iteration 130Q: 3 clusters Score -3.681218e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167038 members 
Mstep: Class 2 contains 118504 members 
Entering Unmasked Estep 
Score: -36812244.000000 Penalty: 6230.823730
	Iteration 131Q: 3 clusters Score -3.681224e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166859 members 
Mstep: Class 2 contains 118683 members 
Entering Unmasked Estep 
Score: -36812268.000000 Penalty: 6230.823730
	Iteration 132Q: 3 clusters Score -3.681227e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166663 members 
Mstep: Class 2 contains 118879 members 
Entering Unmasked Estep 
Score: -36812360.000000 Penalty: 6230.823730
	Iteration 133Q: 3 clusters Score -3.681236e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166461 members 
Mstep: Class 2 contains 119081 members 
Entering Unmasked Estep 
Score: -36812356.000000 Penalty: 6230.823730
	Iteration 134Q: 3 clusters Score -3.681236e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166269 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -36812328.000000 Penalty: 6230.823730
	Iteration 135Q: 3 clusters Score -3.681233e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166076 members 
Mstep: Class 2 contains 119466 members 
Entering Unmasked Estep 
Score: -36812324.000000 Penalty: 6230.823730
	Iteration 136Q: 3 clusters Score -3.681232e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165919 members 
Mstep: Class 2 contains 119623 members 
Entering Unmasked Estep 
Score: -36812344.000000 Penalty: 6230.823730
	Iteration 137Q: 3 clusters Score -3.681234e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165724 members 
Mstep: Class 2 contains 119818 members 
Entering Unmasked Estep 
Score: -36812332.000000 Penalty: 6230.823730
	Iteration 138Q: 3 clusters Score -3.681233e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 119999 members 
Entering Unmasked Estep 
Score: -36812396.000000 Penalty: 6230.823730
	Iteration 139Q: 3 clusters Score -3.68124e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 120160 members 
Entering Unmasked Estep 
Score: -36812448.000000 Penalty: 6230.823730
	Iteration 140F: 3 clusters Score -3.681245e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165228 members 
Mstep: Class 2 contains 120314 members 
Entering Unmasked Estep 
Score: -36812540.000000 Penalty: 6230.823730
	Iteration 141Q: 3 clusters Score -3.681254e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165091 members 
Mstep: Class 2 contains 120451 members 
Entering Unmasked Estep 
Score: -36812556.000000 Penalty: 6230.823730
	Iteration 142Q: 3 clusters Score -3.681256e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164969 members 
Mstep: Class 2 contains 120573 members 
Entering Unmasked Estep 
Score: -36812600.000000 Penalty: 6230.823730
	Iteration 143Q: 3 clusters Score -3.68126e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164814 members 
Mstep: Class 2 contains 120728 members 
Entering Unmasked Estep 
Score: -36812684.000000 Penalty: 6230.823730
	Iteration 144Q: 3 clusters Score -3.681268e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164643 members 
Mstep: Class 2 contains 120899 members 
Entering Unmasked Estep 
Score: -36812664.000000 Penalty: 6230.823730
	Iteration 145Q: 3 clusters Score -3.681266e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164446 members 
Mstep: Class 2 contains 121096 members 
Entering Unmasked Estep 
Score: -36812708.000000 Penalty: 6230.823730
	Iteration 146Q: 3 clusters Score -3.681271e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Mstep: Class 2 contains 121277 members 
Entering Unmasked Estep 
Score: -36812812.000000 Penalty: 6230.823730
	Iteration 147Q: 3 clusters Score -3.681281e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164085 members 
Mstep: Class 2 contains 121457 members 
Entering Unmasked Estep 
Score: -36812840.000000 Penalty: 6230.823730
	Iteration 148Q: 3 clusters Score -3.681284e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163933 members 
Mstep: Class 2 contains 121609 members 
Entering Unmasked Estep 
Score: -36812940.000000 Penalty: 6230.823730
	Iteration 149Q: 3 clusters Score -3.681294e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163752 members 
Mstep: Class 2 contains 121790 members 
Entering Unmasked Estep 
Score: -36813032.000000 Penalty: 6230.823730
	Iteration 150Q: 3 clusters Score -3.681303e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163538 members 
Mstep: Class 2 contains 122004 members 
Entering Unmasked Estep 
Score: -36813076.000000 Penalty: 6230.823730
	Iteration 151Q: 3 clusters Score -3.681308e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163345 members 
Mstep: Class 2 contains 122197 members 
Entering Unmasked Estep 
Score: -36813100.000000 Penalty: 6230.823730
	Iteration 152Q: 3 clusters Score -3.68131e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163148 members 
Mstep: Class 2 contains 122394 members 
Entering Unmasked Estep 
Score: -36813124.000000 Penalty: 6230.823730
	Iteration 153Q: 3 clusters Score -3.681312e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162980 members 
Mstep: Class 2 contains 122562 members 
Entering Unmasked Estep 
Score: -36813196.000000 Penalty: 6230.823730
	Iteration 154Q: 3 clusters Score -3.68132e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162848 members 
Mstep: Class 2 contains 122694 members 
Entering Unmasked Estep 
Score: -36813224.000000 Penalty: 6230.823730
	Iteration 155Q: 3 clusters Score -3.681322e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162716 members 
Mstep: Class 2 contains 122826 members 
Entering Unmasked Estep 
Score: -36813168.000000 Penalty: 6230.823730
	Iteration 156Q: 3 clusters Score -3.681317e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162594 members 
Mstep: Class 2 contains 122948 members 
Entering Unmasked Estep 
Score: -36813228.000000 Penalty: 6230.823730
	Iteration 157Q: 3 clusters Score -3.681323e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162488 members 
Mstep: Class 2 contains 123054 members 
Entering Unmasked Estep 
Score: -36813168.000000 Penalty: 6230.823730
	Iteration 158Q: 3 clusters Score -3.681317e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162375 members 
Mstep: Class 2 contains 123167 members 
Entering Unmasked Estep 
Score: -36813200.000000 Penalty: 6230.823730
	Iteration 159Q: 3 clusters Score -3.68132e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162263 members 
Mstep: Class 2 contains 123279 members 
Entering Unmasked Estep 
Score: -36813220.000000 Penalty: 6230.823730
	Iteration 160F: 3 clusters Score -3.681322e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162152 members 
Mstep: Class 2 contains 123390 members 
Entering Unmasked Estep 
Score: -36813324.000000 Penalty: 6230.823730
	Iteration 161Q: 3 clusters Score -3.681332e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162032 members 
Mstep: Class 2 contains 123510 members 
Entering Unmasked Estep 
Score: -36813356.000000 Penalty: 6230.823730
	Iteration 162Q: 3 clusters Score -3.681336e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161917 members 
Mstep: Class 2 contains 123625 members 
Entering Unmasked Estep 
Score: -36813360.000000 Penalty: 6230.823730
	Iteration 163Q: 3 clusters Score -3.681336e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161825 members 
Mstep: Class 2 contains 123717 members 
Entering Unmasked Estep 
Score: -36813376.000000 Penalty: 6230.823730
	Iteration 164Q: 3 clusters Score -3.681338e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161744 members 
Mstep: Class 2 contains 123798 members 
Entering Unmasked Estep 
Score: -36813404.000000 Penalty: 6230.823730
	Iteration 165Q: 3 clusters Score -3.68134e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161660 members 
Mstep: Class 2 contains 123882 members 
Entering Unmasked Estep 
Score: -36813368.000000 Penalty: 6230.823730
	Iteration 166Q: 3 clusters Score -3.681337e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161545 members 
Mstep: Class 2 contains 123997 members 
Entering Unmasked Estep 
Score: -36813404.000000 Penalty: 6230.823730
	Iteration 167Q: 3 clusters Score -3.68134e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161426 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -36813464.000000 Penalty: 6230.823730
	Iteration 168Q: 3 clusters Score -3.681346e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161287 members 
Mstep: Class 2 contains 124255 members 
Entering Unmasked Estep 
Score: -36813472.000000 Penalty: 6230.823730
	Iteration 169Q: 3 clusters Score -3.681347e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161127 members 
Mstep: Class 2 contains 124415 members 
Entering Unmasked Estep 
Score: -36813440.000000 Penalty: 6230.823730
	Iteration 170Q: 3 clusters Score -3.681344e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160943 members 
Mstep: Class 2 contains 124599 members 
Entering Unmasked Estep 
Score: -36813460.000000 Penalty: 6230.823730
	Iteration 171Q: 3 clusters Score -3.681346e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160772 members 
Mstep: Class 2 contains 124770 members 
Entering Unmasked Estep 
Score: -36813536.000000 Penalty: 6230.823730
	Iteration 172Q: 3 clusters Score -3.681354e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160544 members 
Mstep: Class 2 contains 124998 members 
Entering Unmasked Estep 
Score: -36813552.000000 Penalty: 6230.823730
	Iteration 173Q: 3 clusters Score -3.681355e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160283 members 
Mstep: Class 2 contains 125259 members 
Entering Unmasked Estep 
Score: -36813644.000000 Penalty: 6230.823730
	Iteration 174Q: 3 clusters Score -3.681364e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160053 members 
Mstep: Class 2 contains 125489 members 
Entering Unmasked Estep 
Score: -36813780.000000 Penalty: 6230.823730
	Iteration 175Q: 3 clusters Score -3.681378e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159837 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -36813888.000000 Penalty: 6230.823730
	Iteration 176Q: 3 clusters Score -3.681389e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159638 members 
Mstep: Class 2 contains 125904 members 
Entering Unmasked Estep 
Score: -36814012.000000 Penalty: 6230.823730
	Iteration 177Q: 3 clusters Score -3.681401e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159464 members 
Mstep: Class 2 contains 126078 members 
Entering Unmasked Estep 
Score: -36814172.000000 Penalty: 6230.823730
	Iteration 178Q: 3 clusters Score -3.681417e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159261 members 
Mstep: Class 2 contains 126281 members 
Entering Unmasked Estep 
Score: -36814180.000000 Penalty: 6230.823730
	Iteration 179Q: 3 clusters Score -3.681418e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159105 members 
Mstep: Class 2 contains 126437 members 
Entering Unmasked Estep 
Score: -36814268.000000 Penalty: 6230.823730
	Iteration 180F: 3 clusters Score -3.681427e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158878 members 
Mstep: Class 2 contains 126664 members 
Entering Unmasked Estep 
Score: -36814396.000000 Penalty: 6230.823730
	Iteration 181Q: 3 clusters Score -3.68144e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158670 members 
Mstep: Class 2 contains 126872 members 
Entering Unmasked Estep 
Score: -36814512.000000 Penalty: 6230.823730
	Iteration 182Q: 3 clusters Score -3.681451e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 127107 members 
Entering Unmasked Estep 
Score: -36814516.000000 Penalty: 6230.823730
	Iteration 183Q: 3 clusters Score -3.681452e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158204 members 
Mstep: Class 2 contains 127338 members 
Entering Unmasked Estep 
Score: -36814600.000000 Penalty: 6230.823730
	Iteration 184Q: 3 clusters Score -3.68146e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157931 members 
Mstep: Class 2 contains 127611 members 
Entering Unmasked Estep 
Score: -36814652.000000 Penalty: 6230.823730
	Iteration 185Q: 3 clusters Score -3.681465e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157662 members 
Mstep: Class 2 contains 127880 members 
Entering Unmasked Estep 
Score: -36814828.000000 Penalty: 6230.823730
	Iteration 186Q: 3 clusters Score -3.681483e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157310 members 
Mstep: Class 2 contains 128232 members 
Entering Unmasked Estep 
Score: -36814900.000000 Penalty: 6230.823730
	Iteration 187Q: 3 clusters Score -3.68149e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157017 members 
Mstep: Class 2 contains 128525 members 
Entering Unmasked Estep 
Score: -36815072.000000 Penalty: 6230.823730
	Iteration 188Q: 3 clusters Score -3.681507e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 128901 members 
Entering Unmasked Estep 
Score: -36815236.000000 Penalty: 6230.823730
	Iteration 189Q: 3 clusters Score -3.681524e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156303 members 
Mstep: Class 2 contains 129239 members 
Entering Unmasked Estep 
Score: -36815460.000000 Penalty: 6230.823730
	Iteration 190Q: 3 clusters Score -3.681546e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155992 members 
Mstep: Class 2 contains 129550 members 
Entering Unmasked Estep 
Score: -36815704.000000 Penalty: 6230.823730
	Iteration 191Q: 3 clusters Score -3.68157e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155701 members 
Mstep: Class 2 contains 129841 members 
Entering Unmasked Estep 
Score: -36815924.000000 Penalty: 6230.823730
	Iteration 192Q: 3 clusters Score -3.681592e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155449 members 
Mstep: Class 2 contains 130093 members 
Entering Unmasked Estep 
Score: -36815964.000000 Penalty: 6230.823730
	Iteration 193Q: 3 clusters Score -3.681596e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155218 members 
Mstep: Class 2 contains 130324 members 
Entering Unmasked Estep 
Score: -36816220.000000 Penalty: 6230.823730
	Iteration 194Q: 3 clusters Score -3.681622e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 130537 members 
Entering Unmasked Estep 
Score: -36816416.000000 Penalty: 6230.823730
	Iteration 195Q: 3 clusters Score -3.681642e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154796 members 
Mstep: Class 2 contains 130746 members 
Entering Unmasked Estep 
Score: -36816668.000000 Penalty: 6230.823730
	Iteration 196Q: 3 clusters Score -3.681667e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154632 members 
Mstep: Class 2 contains 130910 members 
Entering Unmasked Estep 
Score: -36816812.000000 Penalty: 6230.823730
	Iteration 197Q: 3 clusters Score -3.681681e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154552 members 
Mstep: Class 2 contains 130990 members 
Entering Unmasked Estep 
Score: -36817052.000000 Penalty: 6230.823730
	Iteration 198Q: 3 clusters Score -3.681705e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154537 members 
Mstep: Class 2 contains 131005 members 
Entering Unmasked Estep 
Score: -36817160.000000 Penalty: 6230.823730
	Iteration 199Q: 3 clusters Score -3.681716e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154542 members 
Mstep: Class 2 contains 131000 members 
Entering Unmasked Estep 
Score: -36817212.000000 Penalty: 6230.823730
	Iteration 200F: 3 clusters Score -3.681721e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154589 members 
Mstep: Class 2 contains 130953 members 
Entering Unmasked Estep 
Score: -36817288.000000 Penalty: 6230.823730
	Iteration 201Q: 3 clusters Score -3.681729e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154677 members 
Mstep: Class 2 contains 130865 members 
Entering Unmasked Estep 
Score: -36817416.000000 Penalty: 6230.823730
	Iteration 202Q: 3 clusters Score -3.681742e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154792 members 
Mstep: Class 2 contains 130750 members 
Entering Unmasked Estep 
Score: -36817532.000000 Penalty: 6230.823730
	Iteration 203Q: 3 clusters Score -3.681753e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154927 members 
Mstep: Class 2 contains 130615 members 
Entering Unmasked Estep 
Score: -36817672.000000 Penalty: 6230.823730
	Iteration 204Q: 3 clusters Score -3.681767e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155134 members 
Mstep: Class 2 contains 130408 members 
Entering Unmasked Estep 
Score: -36817808.000000 Penalty: 6230.823730
	Iteration 205Q: 3 clusters Score -3.681781e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155364 members 
Mstep: Class 2 contains 130178 members 
Entering Unmasked Estep 
Score: -36817848.000000 Penalty: 6230.823730
	Iteration 206Q: 3 clusters Score -3.681785e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155563 members 
Mstep: Class 2 contains 129979 members 
Entering Unmasked Estep 
Score: -36817796.000000 Penalty: 6230.823730
	Iteration 207Q: 3 clusters Score -3.68178e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155709 members 
Mstep: Class 2 contains 129833 members 
Entering Unmasked Estep 
Score: -36817768.000000 Penalty: 6230.823730
	Iteration 208Q: 3 clusters Score -3.681777e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155843 members 
Mstep: Class 2 contains 129699 members 
Entering Unmasked Estep 
Score: -36817636.000000 Penalty: 6230.823730
	Iteration 209Q: 3 clusters Score -3.681764e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155930 members 
Mstep: Class 2 contains 129612 members 
Entering Unmasked Estep 
Score: -36817736.000000 Penalty: 6230.823730
	Iteration 210Q: 3 clusters Score -3.681774e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156022 members 
Mstep: Class 2 contains 129520 members 
Entering Unmasked Estep 
Score: -36817812.000000 Penalty: 6230.823730
	Iteration 211Q: 3 clusters Score -3.681781e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156147 members 
Mstep: Class 2 contains 129395 members 
Entering Unmasked Estep 
Score: -36817824.000000 Penalty: 6230.823730
	Iteration 212Q: 3 clusters Score -3.681782e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156239 members 
Mstep: Class 2 contains 129303 members 
Entering Unmasked Estep 
Score: -36817840.000000 Penalty: 6230.823730
	Iteration 213Q: 3 clusters Score -3.681784e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156330 members 
Mstep: Class 2 contains 129212 members 
Entering Unmasked Estep 
Score: -36817888.000000 Penalty: 6230.823730
	Iteration 214Q: 3 clusters Score -3.681789e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -36817824.000000 Penalty: 6230.823730
	Iteration 215Q: 3 clusters Score -3.681782e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156585 members 
Mstep: Class 2 contains 128957 members 
Entering Unmasked Estep 
Score: -36817832.000000 Penalty: 6230.823730
	Iteration 216Q: 3 clusters Score -3.681783e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156724 members 
Mstep: Class 2 contains 128818 members 
Entering Unmasked Estep 
Score: -36817808.000000 Penalty: 6230.823730
	Iteration 217Q: 3 clusters Score -3.681781e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156835 members 
Mstep: Class 2 contains 128707 members 
Entering Unmasked Estep 
Score: -36817704.000000 Penalty: 6230.823730
	Iteration 218Q: 3 clusters Score -3.68177e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156950 members 
Mstep: Class 2 contains 128592 members 
Entering Unmasked Estep 
Score: -36817740.000000 Penalty: 6230.823730
	Iteration 219Q: 3 clusters Score -3.681774e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157091 members 
Mstep: Class 2 contains 128451 members 
Entering Unmasked Estep 
Score: -36817756.000000 Penalty: 6230.823730
	Iteration 220F: 3 clusters Score -3.681776e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157229 members 
Mstep: Class 2 contains 128313 members 
Entering Unmasked Estep 
Score: -36817740.000000 Penalty: 6230.823730
	Iteration 221Q: 3 clusters Score -3.681774e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157350 members 
Mstep: Class 2 contains 128192 members 
Entering Unmasked Estep 
Score: -36817716.000000 Penalty: 6230.823730
	Iteration 222Q: 3 clusters Score -3.681772e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157455 members 
Mstep: Class 2 contains 128087 members 
Entering Unmasked Estep 
Score: -36817712.000000 Penalty: 6230.823730
	Iteration 223Q: 3 clusters Score -3.681771e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157567 members 
Mstep: Class 2 contains 127975 members 
Entering Unmasked Estep 
Score: -36817668.000000 Penalty: 6230.823730
	Iteration 224Q: 3 clusters Score -3.681767e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157666 members 
Mstep: Class 2 contains 127876 members 
Entering Unmasked Estep 
Score: -36817680.000000 Penalty: 6230.823730
	Iteration 225Q: 3 clusters Score -3.681768e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157789 members 
Mstep: Class 2 contains 127753 members 
Entering Unmasked Estep 
Score: -36817604.000000 Penalty: 6230.823730
	Iteration 226Q: 3 clusters Score -3.68176e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157903 members 
Mstep: Class 2 contains 127639 members 
Entering Unmasked Estep 
Score: -36817592.000000 Penalty: 6230.823730
	Iteration 227Q: 3 clusters Score -3.681759e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158008 members 
Mstep: Class 2 contains 127534 members 
Entering Unmasked Estep 
Score: -36817600.000000 Penalty: 6230.823730
	Iteration 228Q: 3 clusters Score -3.68176e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158108 members 
Mstep: Class 2 contains 127434 members 
Entering Unmasked Estep 
Score: -36817604.000000 Penalty: 6230.823730
	Iteration 229Q: 3 clusters Score -3.68176e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158206 members 
Mstep: Class 2 contains 127336 members 
Entering Unmasked Estep 
Score: -36817608.000000 Penalty: 6230.823730
	Iteration 230Q: 3 clusters Score -3.681761e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158291 members 
Mstep: Class 2 contains 127251 members 
Entering Unmasked Estep 
Score: -36817588.000000 Penalty: 6230.823730
	Iteration 231Q: 3 clusters Score -3.681759e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158379 members 
Mstep: Class 2 contains 127163 members 
Entering Unmasked Estep 
Score: -36817560.000000 Penalty: 6230.823730
	Iteration 232Q: 3 clusters Score -3.681756e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158463 members 
Mstep: Class 2 contains 127079 members 
Entering Unmasked Estep 
Score: -36817544.000000 Penalty: 6230.823730
	Iteration 233Q: 3 clusters Score -3.681754e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158556 members 
Mstep: Class 2 contains 126986 members 
Entering Unmasked Estep 
Score: -36817516.000000 Penalty: 6230.823730
	Iteration 234Q: 3 clusters Score -3.681752e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158642 members 
Mstep: Class 2 contains 126900 members 
Entering Unmasked Estep 
Score: -36817464.000000 Penalty: 6230.823730
	Iteration 235Q: 3 clusters Score -3.681746e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158722 members 
Mstep: Class 2 contains 126820 members 
Entering Unmasked Estep 
Score: -36817416.000000 Penalty: 6230.823730
	Iteration 236Q: 3 clusters Score -3.681742e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158803 members 
Mstep: Class 2 contains 126739 members 
Entering Unmasked Estep 
Score: -36817404.000000 Penalty: 6230.823730
	Iteration 237Q: 3 clusters Score -3.68174e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158872 members 
Mstep: Class 2 contains 126670 members 
Entering Unmasked Estep 
Score: -36817436.000000 Penalty: 6230.823730
	Iteration 238Q: 3 clusters Score -3.681744e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158934 members 
Mstep: Class 2 contains 126608 members 
Entering Unmasked Estep 
Score: -36817472.000000 Penalty: 6230.823730
	Iteration 239Q: 3 clusters Score -3.681747e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158994 members 
Mstep: Class 2 contains 126548 members 
Entering Unmasked Estep 
Score: -36817496.000000 Penalty: 6230.823730
	Iteration 240F: 3 clusters Score -3.68175e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159066 members 
Mstep: Class 2 contains 126476 members 
Entering Unmasked Estep 
Score: -36817452.000000 Penalty: 6230.823730
	Iteration 241Q: 3 clusters Score -3.681745e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159133 members 
Mstep: Class 2 contains 126409 members 
Entering Unmasked Estep 
Score: -36817460.000000 Penalty: 6230.823730
	Iteration 242Q: 3 clusters Score -3.681746e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159194 members 
Mstep: Class 2 contains 126348 members 
Entering Unmasked Estep 
Score: -36817444.000000 Penalty: 6230.823730
	Iteration 243Q: 3 clusters Score -3.681744e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159245 members 
Mstep: Class 2 contains 126297 members 
Entering Unmasked Estep 
Score: -36817388.000000 Penalty: 6230.823730
	Iteration 244Q: 3 clusters Score -3.681739e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159302 members 
Mstep: Class 2 contains 126240 members 
Entering Unmasked Estep 
Score: -36817420.000000 Penalty: 6230.823730
	Iteration 245Q: 3 clusters Score -3.681742e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159339 members 
Mstep: Class 2 contains 126203 members 
Entering Unmasked Estep 
Score: -36817360.000000 Penalty: 6230.823730
	Iteration 246Q: 3 clusters Score -3.681736e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 126173 members 
Entering Unmasked Estep 
Score: -36817324.000000 Penalty: 6230.823730
	Iteration 247Q: 3 clusters Score -3.681732e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159404 members 
Mstep: Class 2 contains 126138 members 
Entering Unmasked Estep 
Score: -36817252.000000 Penalty: 6230.823730
	Iteration 248Q: 3 clusters Score -3.681725e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159433 members 
Mstep: Class 2 contains 126109 members 
Entering Unmasked Estep 
Score: -36817248.000000 Penalty: 6230.823730
	Iteration 249Q: 3 clusters Score -3.681725e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159463 members 
Mstep: Class 2 contains 126079 members 
Entering Unmasked Estep 
Score: -36817260.000000 Penalty: 6230.823730
	Iteration 250Q: 3 clusters Score -3.681726e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159507 members 
Mstep: Class 2 contains 126035 members 
Entering Unmasked Estep 
Score: -36817212.000000 Penalty: 6230.823730
	Iteration 251Q: 3 clusters Score -3.681721e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159545 members 
Mstep: Class 2 contains 125997 members 
Entering Unmasked Estep 
Score: -36817236.000000 Penalty: 6230.823730
	Iteration 252Q: 3 clusters Score -3.681724e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 125957 members 
Entering Unmasked Estep 
Score: -36817188.000000 Penalty: 6230.823730
	Iteration 253Q: 3 clusters Score -3.681719e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159636 members 
Mstep: Class 2 contains 125906 members 
Entering Unmasked Estep 
Score: -36817200.000000 Penalty: 6230.823730
	Iteration 254Q: 3 clusters Score -3.68172e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159695 members 
Mstep: Class 2 contains 125847 members 
Entering Unmasked Estep 
Score: -36817200.000000 Penalty: 6230.823730
	Iteration 255Q: 3 clusters Score -3.68172e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159746 members 
Mstep: Class 2 contains 125796 members 
Entering Unmasked Estep 
Score: -36817160.000000 Penalty: 6230.823730
	Iteration 256Q: 3 clusters Score -3.681716e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159802 members 
Mstep: Class 2 contains 125740 members 
Entering Unmasked Estep 
Score: -36817120.000000 Penalty: 6230.823730
	Iteration 257Q: 3 clusters Score -3.681712e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159835 members 
Mstep: Class 2 contains 125707 members 
Entering Unmasked Estep 
Score: -36817160.000000 Penalty: 6230.823730
	Iteration 258Q: 3 clusters Score -3.681716e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159866 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -36817144.000000 Penalty: 6230.823730
	Iteration 259Q: 3 clusters Score -3.681714e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159896 members 
Mstep: Class 2 contains 125646 members 
Entering Unmasked Estep 
Score: -36817108.000000 Penalty: 6230.823730
	Iteration 260F: 3 clusters Score -3.681711e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159914 members 
Mstep: Class 2 contains 125628 members 
Entering Unmasked Estep 
Score: -36817076.000000 Penalty: 6230.823730
	Iteration 261Q: 3 clusters Score -3.681708e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159932 members 
Mstep: Class 2 contains 125610 members 
Entering Unmasked Estep 
Score: -36817072.000000 Penalty: 6230.823730
	Iteration 262Q: 3 clusters Score -3.681707e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159960 members 
Mstep: Class 2 contains 125582 members 
Entering Unmasked Estep 
Score: -36817072.000000 Penalty: 6230.823730
	Iteration 263Q: 3 clusters Score -3.681707e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159989 members 
Mstep: Class 2 contains 125553 members 
Entering Unmasked Estep 
Score: -36817084.000000 Penalty: 6230.823730
	Iteration 264Q: 3 clusters Score -3.681708e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160009 members 
Mstep: Class 2 contains 125533 members 
Entering Unmasked Estep 
Score: -36817052.000000 Penalty: 6230.823730
	Iteration 265Q: 3 clusters Score -3.681705e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160027 members 
Mstep: Class 2 contains 125515 members 
Entering Unmasked Estep 
Score: -36817028.000000 Penalty: 6230.823730
	Iteration 266Q: 3 clusters Score -3.681703e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160048 members 
Mstep: Class 2 contains 125494 members 
Entering Unmasked Estep 
Score: -36817000.000000 Penalty: 6230.823730
	Iteration 267Q: 3 clusters Score -3.6817e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160064 members 
Mstep: Class 2 contains 125478 members 
Entering Unmasked Estep 
Score: -36817020.000000 Penalty: 6230.823730
	Iteration 268Q: 3 clusters Score -3.681702e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160075 members 
Mstep: Class 2 contains 125467 members 
Entering Unmasked Estep 
Score: -36817028.000000 Penalty: 6230.823730
	Iteration 269Q: 3 clusters Score -3.681703e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160101 members 
Mstep: Class 2 contains 125441 members 
Entering Unmasked Estep 
Score: -36817028.000000 Penalty: 6230.823730
	Iteration 270Q: 3 clusters Score -3.681703e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160141 members 
Mstep: Class 2 contains 125401 members 
Entering Unmasked Estep 
Score: -36817040.000000 Penalty: 6230.823730
	Iteration 271Q: 3 clusters Score -3.681704e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160164 members 
Mstep: Class 2 contains 125378 members 
Entering Unmasked Estep 
Score: -36817032.000000 Penalty: 6230.823730
	Iteration 272Q: 3 clusters Score -3.681703e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160182 members 
Mstep: Class 2 contains 125360 members 
Entering Unmasked Estep 
Score: -36817008.000000 Penalty: 6230.823730
	Iteration 273Q: 3 clusters Score -3.681701e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160203 members 
Mstep: Class 2 contains 125339 members 
Entering Unmasked Estep 
Score: -36817008.000000 Penalty: 6230.823730
	Iteration 274Q: 3 clusters Score -3.681701e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160230 members 
Mstep: Class 2 contains 125312 members 
Entering Unmasked Estep 
Score: -36817016.000000 Penalty: 6230.823730
	Iteration 275Q: 3 clusters Score -3.681702e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160251 members 
Mstep: Class 2 contains 125291 members 
Entering Unmasked Estep 
Score: -36817008.000000 Penalty: 6230.823730
	Iteration 276Q: 3 clusters Score -3.681701e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160272 members 
Mstep: Class 2 contains 125270 members 
Entering Unmasked Estep 
Score: -36816988.000000 Penalty: 6230.823730
	Iteration 277Q: 3 clusters Score -3.681699e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160293 members 
Mstep: Class 2 contains 125249 members 
Entering Unmasked Estep 
Score: -36816972.000000 Penalty: 6230.823730
	Iteration 278Q: 3 clusters Score -3.681697e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160312 members 
Mstep: Class 2 contains 125230 members 
Entering Unmasked Estep 
Score: -36816968.000000 Penalty: 6230.823730
	Iteration 279Q: 3 clusters Score -3.681697e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160331 members 
Mstep: Class 2 contains 125211 members 
Entering Unmasked Estep 
Score: -36816944.000000 Penalty: 6230.823730
	Iteration 280F: 3 clusters Score -3.681694e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160342 members 
Mstep: Class 2 contains 125200 members 
Entering Unmasked Estep 
Score: -36816904.000000 Penalty: 6230.823730
	Iteration 281Q: 3 clusters Score -3.68169e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160352 members 
Mstep: Class 2 contains 125190 members 
Entering Unmasked Estep 
Score: -36816880.000000 Penalty: 6230.823730
	Iteration 282Q: 3 clusters Score -3.681688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160362 members 
Mstep: Class 2 contains 125180 members 
Entering Unmasked Estep 
Score: -36816920.000000 Penalty: 6230.823730
	Iteration 283Q: 3 clusters Score -3.681692e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160367 members 
Mstep: Class 2 contains 125175 members 
Entering Unmasked Estep 
Score: -36816920.000000 Penalty: 6230.823730
	Iteration 284Q: 3 clusters Score -3.681692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160382 members 
Mstep: Class 2 contains 125160 members 
Entering Unmasked Estep 
Score: -36816948.000000 Penalty: 6230.823730
	Iteration 285Q: 3 clusters Score -3.681695e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160396 members 
Mstep: Class 2 contains 125146 members 
Entering Unmasked Estep 
Score: -36816924.000000 Penalty: 6230.823730
	Iteration 286Q: 3 clusters Score -3.681692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160418 members 
Mstep: Class 2 contains 125124 members 
Entering Unmasked Estep 
Score: -36816928.000000 Penalty: 6230.823730
	Iteration 287Q: 3 clusters Score -3.681693e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160439 members 
Mstep: Class 2 contains 125103 members 
Entering Unmasked Estep 
Score: -36816892.000000 Penalty: 6230.823730
	Iteration 288Q: 3 clusters Score -3.681689e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160458 members 
Mstep: Class 2 contains 125084 members 
Entering Unmasked Estep 
Score: -36816932.000000 Penalty: 6230.823730
	Iteration 289Q: 3 clusters Score -3.681693e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160471 members 
Mstep: Class 2 contains 125071 members 
Entering Unmasked Estep 
Score: -36816896.000000 Penalty: 6230.823730
	Iteration 290Q: 3 clusters Score -3.68169e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160482 members 
Mstep: Class 2 contains 125060 members 
Entering Unmasked Estep 
Score: -36816880.000000 Penalty: 6230.823730
	Iteration 291Q: 3 clusters Score -3.681688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160493 members 
Mstep: Class 2 contains 125049 members 
Entering Unmasked Estep 
Score: -36816880.000000 Penalty: 6230.823730
	Iteration 292Q: 3 clusters Score -3.681688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160495 members 
Mstep: Class 2 contains 125047 members 
Entering Unmasked Estep 
Score: -36816860.000000 Penalty: 6230.823730
	Iteration 293Q: 3 clusters Score -3.681686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160503 members 
Mstep: Class 2 contains 125039 members 
Entering Unmasked Estep 
Score: -36816832.000000 Penalty: 6230.823730
	Iteration 294Q: 3 clusters Score -3.681683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160504 members 
Mstep: Class 2 contains 125038 members 
Entering Unmasked Estep 
Score: -36816864.000000 Penalty: 6230.823730
	Iteration 295Q: 3 clusters Score -3.681686e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160517 members 
Mstep: Class 2 contains 125025 members 
Entering Unmasked Estep 
Score: -36816856.000000 Penalty: 6230.823730
	Iteration 296Q: 3 clusters Score -3.681686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160531 members 
Mstep: Class 2 contains 125011 members 
Entering Unmasked Estep 
Score: -36816860.000000 Penalty: 6230.823730
	Iteration 297Q: 3 clusters Score -3.681686e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160546 members 
Mstep: Class 2 contains 124996 members 
Entering Unmasked Estep 
Score: -36816836.000000 Penalty: 6230.823730
	Iteration 298Q: 3 clusters Score -3.681684e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160570 members 
Mstep: Class 2 contains 124972 members 
Entering Unmasked Estep 
Score: -36816828.000000 Penalty: 6230.823730
	Iteration 299Q: 3 clusters Score -3.681683e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160586 members 
Mstep: Class 2 contains 124956 members 
Entering Unmasked Estep 
Score: -36816860.000000 Penalty: 6230.823730
	Iteration 300F: 3 clusters Score -3.681686e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160603 members 
Mstep: Class 2 contains 124939 members 
Entering Unmasked Estep 
Score: -36816828.000000 Penalty: 6230.823730
	Iteration 301Q: 3 clusters Score -3.681683e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160624 members 
Mstep: Class 2 contains 124918 members 
Entering Unmasked Estep 
Score: -36816856.000000 Penalty: 6230.823730
	Iteration 302Q: 3 clusters Score -3.681686e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160641 members 
Mstep: Class 2 contains 124901 members 
Entering Unmasked Estep 
Score: -36816840.000000 Penalty: 6230.823730
	Iteration 303Q: 3 clusters Score -3.681684e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160660 members 
Mstep: Class 2 contains 124882 members 
Entering Unmasked Estep 
Score: -36816840.000000 Penalty: 6230.823730
	Iteration 304Q: 3 clusters Score -3.681684e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160677 members 
Mstep: Class 2 contains 124865 members 
Entering Unmasked Estep 
Score: -36816804.000000 Penalty: 6230.823730
	Iteration 305Q: 3 clusters Score -3.68168e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160690 members 
Mstep: Class 2 contains 124852 members 
Entering Unmasked Estep 
Score: -36816800.000000 Penalty: 6230.823730
	Iteration 306Q: 3 clusters Score -3.68168e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160698 members 
Mstep: Class 2 contains 124844 members 
Entering Unmasked Estep 
Score: -36816808.000000 Penalty: 6230.823730
	Iteration 307Q: 3 clusters Score -3.681681e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160713 members 
Mstep: Class 2 contains 124829 members 
Entering Unmasked Estep 
Score: -36816820.000000 Penalty: 6230.823730
	Iteration 308Q: 3 clusters Score -3.681682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160724 members 
Mstep: Class 2 contains 124818 members 
Entering Unmasked Estep 
Score: -36816800.000000 Penalty: 6230.823730
	Iteration 309Q: 3 clusters Score -3.68168e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160724 members 
Mstep: Class 2 contains 124818 members 
Entering Unmasked Estep 
Score: -36816760.000000 Penalty: 6230.823730
	Iteration 310Q: 3 clusters Score -3.681676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160732 members 
Mstep: Class 2 contains 124810 members 
Entering Unmasked Estep 
Score: -36816780.000000 Penalty: 6230.823730
	Iteration 311Q: 3 clusters Score -3.681678e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160744 members 
Mstep: Class 2 contains 124798 members 
Entering Unmasked Estep 
Score: -36816788.000000 Penalty: 6230.823730
	Iteration 312Q: 3 clusters Score -3.681679e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160763 members 
Mstep: Class 2 contains 124779 members 
Entering Unmasked Estep 
Score: -36816796.000000 Penalty: 6230.823730
	Iteration 313Q: 3 clusters Score -3.68168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160786 members 
Mstep: Class 2 contains 124756 members 
Entering Unmasked Estep 
Score: -36816764.000000 Penalty: 6230.823730
	Iteration 314Q: 3 clusters Score -3.681676e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160803 members 
Mstep: Class 2 contains 124739 members 
Entering Unmasked Estep 
Score: -36816752.000000 Penalty: 6230.823730
	Iteration 315Q: 3 clusters Score -3.681675e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160821 members 
Mstep: Class 2 contains 124721 members 
Entering Unmasked Estep 
Score: -36816764.000000 Penalty: 6230.823730
	Iteration 316Q: 3 clusters Score -3.681676e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160847 members 
Mstep: Class 2 contains 124695 members 
Entering Unmasked Estep 
Score: -36816752.000000 Penalty: 6230.823730
	Iteration 317Q: 3 clusters Score -3.681675e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160868 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -36816760.000000 Penalty: 6230.823730
	Iteration 318Q: 3 clusters Score -3.681676e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160881 members 
Mstep: Class 2 contains 124661 members 
Entering Unmasked Estep 
Score: -36816764.000000 Penalty: 6230.823730
	Iteration 319Q: 3 clusters Score -3.681676e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160912 members 
Mstep: Class 2 contains 124630 members 
Entering Unmasked Estep 
Score: -36816760.000000 Penalty: 6230.823730
	Iteration 320F: 3 clusters Score -3.681676e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160935 members 
Mstep: Class 2 contains 124607 members 
Entering Unmasked Estep 
Score: -36816788.000000 Penalty: 6230.823730
	Iteration 321Q: 3 clusters Score -3.681679e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160956 members 
Mstep: Class 2 contains 124586 members 
Entering Unmasked Estep 
Score: -36816780.000000 Penalty: 6230.823730
	Iteration 322Q: 3 clusters Score -3.681678e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160977 members 
Mstep: Class 2 contains 124565 members 
Entering Unmasked Estep 
Score: -36816760.000000 Penalty: 6230.823730
	Iteration 323Q: 3 clusters Score -3.681676e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 124551 members 
Entering Unmasked Estep 
Score: -36816748.000000 Penalty: 6230.823730
	Iteration 324Q: 3 clusters Score -3.681675e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161001 members 
Mstep: Class 2 contains 124541 members 
Entering Unmasked Estep 
Score: -36816728.000000 Penalty: 6230.823730
	Iteration 325Q: 3 clusters Score -3.681673e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161022 members 
Mstep: Class 2 contains 124520 members 
Entering Unmasked Estep 
Score: -36816744.000000 Penalty: 6230.823730
	Iteration 326Q: 3 clusters Score -3.681674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161038 members 
Mstep: Class 2 contains 124504 members 
Entering Unmasked Estep 
Score: -36816708.000000 Penalty: 6230.823730
	Iteration 327Q: 3 clusters Score -3.681671e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161056 members 
Mstep: Class 2 contains 124486 members 
Entering Unmasked Estep 
Score: -36816732.000000 Penalty: 6230.823730
	Iteration 328Q: 3 clusters Score -3.681673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161077 members 
Mstep: Class 2 contains 124465 members 
Entering Unmasked Estep 
Score: -36816720.000000 Penalty: 6230.823730
	Iteration 329Q: 3 clusters Score -3.681672e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161099 members 
Mstep: Class 2 contains 124443 members 
Entering Unmasked Estep 
Score: -36816728.000000 Penalty: 6230.823730
	Iteration 330Q: 3 clusters Score -3.681673e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161118 members 
Mstep: Class 2 contains 124424 members 
Entering Unmasked Estep 
Score: -36816704.000000 Penalty: 6230.823730
	Iteration 331Q: 3 clusters Score -3.68167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161129 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -36816712.000000 Penalty: 6230.823730
	Iteration 332Q: 3 clusters Score -3.681671e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161137 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -36816700.000000 Penalty: 6230.823730
	Iteration 333Q: 3 clusters Score -3.68167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161141 members 
Mstep: Class 2 contains 124401 members 
Entering Unmasked Estep 
Score: -36816724.000000 Penalty: 6230.823730
	Iteration 334Q: 3 clusters Score -3.681672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Mstep: Class 2 contains 124389 members 
Entering Unmasked Estep 
Score: -36816696.000000 Penalty: 6230.823730
	Iteration 335Q: 3 clusters Score -3.68167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161155 members 
Mstep: Class 2 contains 124387 members 
Entering Unmasked Estep 
Score: -36816696.000000 Penalty: 6230.823730
	Iteration 336Q: 3 clusters Score -3.68167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161164 members 
Mstep: Class 2 contains 124378 members 
Entering Unmasked Estep 
Score: -36816680.000000 Penalty: 6230.823730
	Iteration 337Q: 3 clusters Score -3.681668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161166 members 
Mstep: Class 2 contains 124376 members 
Entering Unmasked Estep 
Score: -36816672.000000 Penalty: 6230.823730
	Iteration 338Q: 3 clusters Score -3.681667e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161169 members 
Mstep: Class 2 contains 124373 members 
Entering Unmasked Estep 
Score: -36816692.000000 Penalty: 6230.823730
	Iteration 339Q: 3 clusters Score -3.681669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161177 members 
Mstep: Class 2 contains 124365 members 
Entering Unmasked Estep 
Score: -36816680.000000 Penalty: 6230.823730
	Iteration 340F: 3 clusters Score -3.681668e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161190 members 
Mstep: Class 2 contains 124352 members 
Entering Unmasked Estep 
Score: -36816652.000000 Penalty: 6230.823730
	Iteration 341Q: 3 clusters Score -3.681665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161198 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -36816696.000000 Penalty: 6230.823730
	Iteration 342Q: 3 clusters Score -3.68167e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161209 members 
Mstep: Class 2 contains 124333 members 
Entering Unmasked Estep 
Score: -36816680.000000 Penalty: 6230.823730
	Iteration 343Q: 3 clusters Score -3.681668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161225 members 
Mstep: Class 2 contains 124317 members 
Entering Unmasked Estep 
Score: -36816720.000000 Penalty: 6230.823730
	Iteration 344Q: 3 clusters Score -3.681672e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161247 members 
Mstep: Class 2 contains 124295 members 
Entering Unmasked Estep 
Score: -36816660.000000 Penalty: 6230.823730
	Iteration 345Q: 3 clusters Score -3.681666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161263 members 
Mstep: Class 2 contains 124279 members 
Entering Unmasked Estep 
Score: -36816680.000000 Penalty: 6230.823730
	Iteration 346Q: 3 clusters Score -3.681668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161279 members 
Mstep: Class 2 contains 124263 members 
Entering Unmasked Estep 
Score: -36816664.000000 Penalty: 6230.823730
	Iteration 347Q: 3 clusters Score -3.681666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161295 members 
Mstep: Class 2 contains 124247 members 
Entering Unmasked Estep 
Score: -36816664.000000 Penalty: 6230.823730
	Iteration 348Q: 3 clusters Score -3.681666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -36816656.000000 Penalty: 6230.823730
	Iteration 349Q: 3 clusters Score -3.681666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161327 members 
Mstep: Class 2 contains 124215 members 
Entering Unmasked Estep 
Score: -36816680.000000 Penalty: 6230.823730
	Iteration 350Q: 3 clusters Score -3.681668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161336 members 
Mstep: Class 2 contains 124206 members 
Entering Unmasked Estep 
Score: -36816676.000000 Penalty: 6230.823730
	Iteration 351Q: 3 clusters Score -3.681668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161348 members 
Mstep: Class 2 contains 124194 members 
Entering Unmasked Estep 
Score: -36816696.000000 Penalty: 6230.823730
	Iteration 352Q: 3 clusters Score -3.68167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161364 members 
Mstep: Class 2 contains 124178 members 
Entering Unmasked Estep 
Score: -36816668.000000 Penalty: 6230.823730
	Iteration 353Q: 3 clusters Score -3.681667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161374 members 
Mstep: Class 2 contains 124168 members 
Entering Unmasked Estep 
Score: -36816672.000000 Penalty: 6230.823730
	Iteration 354Q: 3 clusters Score -3.681667e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161393 members 
Mstep: Class 2 contains 124149 members 
Entering Unmasked Estep 
Score: -36816676.000000 Penalty: 6230.823730
	Iteration 355Q: 3 clusters Score -3.681668e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161416 members 
Mstep: Class 2 contains 124126 members 
Entering Unmasked Estep 
Score: -36816660.000000 Penalty: 6230.823730
	Iteration 356Q: 3 clusters Score -3.681666e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161433 members 
Mstep: Class 2 contains 124109 members 
Entering Unmasked Estep 
Score: -36816656.000000 Penalty: 6230.823730
	Iteration 357Q: 3 clusters Score -3.681666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161452 members 
Mstep: Class 2 contains 124090 members 
Entering Unmasked Estep 
Score: -36816640.000000 Penalty: 6230.823730
	Iteration 358Q: 3 clusters Score -3.681664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161465 members 
Mstep: Class 2 contains 124077 members 
Entering Unmasked Estep 
Score: -36816636.000000 Penalty: 6230.823730
	Iteration 359Q: 3 clusters Score -3.681664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161484 members 
Mstep: Class 2 contains 124058 members 
Entering Unmasked Estep 
Score: -36816616.000000 Penalty: 6230.823730
	Iteration 360F: 3 clusters Score -3.681662e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161508 members 
Mstep: Class 2 contains 124034 members 
Entering Unmasked Estep 
Score: -36816604.000000 Penalty: 6230.823730
	Iteration 361Q: 3 clusters Score -3.68166e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161534 members 
Mstep: Class 2 contains 124008 members 
Entering Unmasked Estep 
Score: -36816608.000000 Penalty: 6230.823730
	Iteration 362Q: 3 clusters Score -3.681661e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161561 members 
Mstep: Class 2 contains 123981 members 
Entering Unmasked Estep 
Score: -36816608.000000 Penalty: 6230.823730
	Iteration 363Q: 3 clusters Score -3.681661e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161598 members 
Mstep: Class 2 contains 123944 members 
Entering Unmasked Estep 
Score: -36816612.000000 Penalty: 6230.823730
	Iteration 364Q: 3 clusters Score -3.681661e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161647 members 
Mstep: Class 2 contains 123895 members 
Entering Unmasked Estep 
Score: -36816572.000000 Penalty: 6230.823730
	Iteration 365Q: 3 clusters Score -3.681657e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161715 members 
Mstep: Class 2 contains 123827 members 
Entering Unmasked Estep 
Score: -36816596.000000 Penalty: 6230.823730
	Iteration 366Q: 3 clusters Score -3.68166e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161783 members 
Mstep: Class 2 contains 123759 members 
Entering Unmasked Estep 
Score: -36816604.000000 Penalty: 6230.823730
	Iteration 367Q: 3 clusters Score -3.68166e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161849 members 
Mstep: Class 2 contains 123693 members 
Entering Unmasked Estep 
Score: -36816612.000000 Penalty: 6230.823730
	Iteration 368Q: 3 clusters Score -3.681661e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161901 members 
Mstep: Class 2 contains 123641 members 
Entering Unmasked Estep 
Score: -36816656.000000 Penalty: 6230.823730
	Iteration 369Q: 3 clusters Score -3.681666e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161947 members 
Mstep: Class 2 contains 123595 members 
Entering Unmasked Estep 
Score: -36816620.000000 Penalty: 6230.823730
	Iteration 370Q: 3 clusters Score -3.681662e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162003 members 
Mstep: Class 2 contains 123539 members 
Entering Unmasked Estep 
Score: -36816584.000000 Penalty: 6230.823730
	Iteration 371Q: 3 clusters Score -3.681658e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162044 members 
Mstep: Class 2 contains 123498 members 
Entering Unmasked Estep 
Score: -36816580.000000 Penalty: 6230.823730
	Iteration 372Q: 3 clusters Score -3.681658e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162094 members 
Mstep: Class 2 contains 123448 members 
Entering Unmasked Estep 
Score: -36816564.000000 Penalty: 6230.823730
	Iteration 373Q: 3 clusters Score -3.681656e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162146 members 
Mstep: Class 2 contains 123396 members 
Entering Unmasked Estep 
Score: -36816508.000000 Penalty: 6230.823730
	Iteration 374Q: 3 clusters Score -3.681651e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162208 members 
Mstep: Class 2 contains 123334 members 
Entering Unmasked Estep 
Score: -36816568.000000 Penalty: 6230.823730
	Iteration 375Q: 3 clusters Score -3.681657e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162265 members 
Mstep: Class 2 contains 123277 members 
Entering Unmasked Estep 
Score: -36816520.000000 Penalty: 6230.823730
	Iteration 376Q: 3 clusters Score -3.681652e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162326 members 
Mstep: Class 2 contains 123216 members 
Entering Unmasked Estep 
Score: -36816520.000000 Penalty: 6230.823730
	Iteration 377Q: 3 clusters Score -3.681652e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162377 members 
Mstep: Class 2 contains 123165 members 
Entering Unmasked Estep 
Score: -36816524.000000 Penalty: 6230.823730
	Iteration 378Q: 3 clusters Score -3.681652e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162443 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -36816508.000000 Penalty: 6230.823730
	Iteration 379Q: 3 clusters Score -3.681651e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162502 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -36816480.000000 Penalty: 6230.823730
	Iteration 380F: 3 clusters Score -3.681648e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162551 members 
Mstep: Class 2 contains 122991 members 
Entering Unmasked Estep 
Score: -36816396.000000 Penalty: 6230.823730
	Iteration 381Q: 3 clusters Score -3.68164e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162615 members 
Mstep: Class 2 contains 122927 members 
Entering Unmasked Estep 
Score: -36816456.000000 Penalty: 6230.823730
	Iteration 382Q: 3 clusters Score -3.681646e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162666 members 
Mstep: Class 2 contains 122876 members 
Entering Unmasked Estep 
Score: -36816480.000000 Penalty: 6230.823730
	Iteration 383Q: 3 clusters Score -3.681648e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162704 members 
Mstep: Class 2 contains 122838 members 
Entering Unmasked Estep 
Score: -36816484.000000 Penalty: 6230.823730
	Iteration 384Q: 3 clusters Score -3.681648e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162758 members 
Mstep: Class 2 contains 122784 members 
Entering Unmasked Estep 
Score: -36816464.000000 Penalty: 6230.823730
	Iteration 385Q: 3 clusters Score -3.681646e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162795 members 
Mstep: Class 2 contains 122747 members 
Entering Unmasked Estep 
Score: -36816408.000000 Penalty: 6230.823730
	Iteration 386Q: 3 clusters Score -3.681641e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162826 members 
Mstep: Class 2 contains 122716 members 
Entering Unmasked Estep 
Score: -36816388.000000 Penalty: 6230.823730
	Iteration 387Q: 3 clusters Score -3.681639e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162864 members 
Mstep: Class 2 contains 122678 members 
Entering Unmasked Estep 
Score: -36816384.000000 Penalty: 6230.823730
	Iteration 388Q: 3 clusters Score -3.681638e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162927 members 
Mstep: Class 2 contains 122615 members 
Entering Unmasked Estep 
Score: -36816352.000000 Penalty: 6230.823730
	Iteration 389Q: 3 clusters Score -3.681635e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162995 members 
Mstep: Class 2 contains 122547 members 
Entering Unmasked Estep 
Score: -36816384.000000 Penalty: 6230.823730
	Iteration 390Q: 3 clusters Score -3.681638e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163055 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -36816384.000000 Penalty: 6230.823730
	Iteration 391Q: 3 clusters Score -3.681638e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163116 members 
Mstep: Class 2 contains 122426 members 
Entering Unmasked Estep 
Score: -36816392.000000 Penalty: 6230.823730
	Iteration 392Q: 3 clusters Score -3.681639e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163182 members 
Mstep: Class 2 contains 122360 members 
Entering Unmasked Estep 
Score: -36816392.000000 Penalty: 6230.823730
	Iteration 393Q: 3 clusters Score -3.681639e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163230 members 
Mstep: Class 2 contains 122312 members 
Entering Unmasked Estep 
Score: -36816352.000000 Penalty: 6230.823730
	Iteration 394Q: 3 clusters Score -3.681635e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163280 members 
Mstep: Class 2 contains 122262 members 
Entering Unmasked Estep 
Score: -36816372.000000 Penalty: 6230.823730
	Iteration 395Q: 3 clusters Score -3.681637e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163350 members 
Mstep: Class 2 contains 122192 members 
Entering Unmasked Estep 
Score: -36816376.000000 Penalty: 6230.823730
	Iteration 396Q: 3 clusters Score -3.681638e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163429 members 
Mstep: Class 2 contains 122113 members 
Entering Unmasked Estep 
Score: -36816388.000000 Penalty: 6230.823730
	Iteration 397Q: 3 clusters Score -3.681639e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163487 members 
Mstep: Class 2 contains 122055 members 
Entering Unmasked Estep 
Score: -36816400.000000 Penalty: 6230.823730
	Iteration 398Q: 3 clusters Score -3.68164e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163530 members 
Mstep: Class 2 contains 122012 members 
Entering Unmasked Estep 
Score: -36816356.000000 Penalty: 6230.823730
	Iteration 399Q: 3 clusters Score -3.681636e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163561 members 
Mstep: Class 2 contains 121981 members 
Entering Unmasked Estep 
Score: -36816320.000000 Penalty: 6230.823730
	Iteration 400F: 3 clusters Score -3.681632e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163585 members 
Mstep: Class 2 contains 121957 members 
Entering Unmasked Estep 
Score: -36816312.000000 Penalty: 6230.823730
	Iteration 401Q: 3 clusters Score -3.681631e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163605 members 
Mstep: Class 2 contains 121937 members 
Entering Unmasked Estep 
Score: -36816324.000000 Penalty: 6230.823730
	Iteration 402Q: 3 clusters Score -3.681632e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163628 members 
Mstep: Class 2 contains 121914 members 
Entering Unmasked Estep 
Score: -36816300.000000 Penalty: 6230.823730
	Iteration 403Q: 3 clusters Score -3.68163e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163650 members 
Mstep: Class 2 contains 121892 members 
Entering Unmasked Estep 
Score: -36816288.000000 Penalty: 6230.823730
	Iteration 404Q: 3 clusters Score -3.681629e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163694 members 
Mstep: Class 2 contains 121848 members 
Entering Unmasked Estep 
Score: -36816296.000000 Penalty: 6230.823730
	Iteration 405Q: 3 clusters Score -3.68163e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163725 members 
Mstep: Class 2 contains 121817 members 
Entering Unmasked Estep 
Score: -36816340.000000 Penalty: 6230.823730
	Iteration 406Q: 3 clusters Score -3.681634e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163733 members 
Mstep: Class 2 contains 121809 members 
Entering Unmasked Estep 
Score: -36816380.000000 Penalty: 6230.823730
	Iteration 407Q: 3 clusters Score -3.681638e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163738 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -36816336.000000 Penalty: 6230.823730
	Iteration 408Q: 3 clusters Score -3.681634e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163728 members 
Mstep: Class 2 contains 121814 members 
Entering Unmasked Estep 
Score: -36816296.000000 Penalty: 6230.823730
	Iteration 409Q: 3 clusters Score -3.68163e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163740 members 
Mstep: Class 2 contains 121802 members 
Entering Unmasked Estep 
Score: -36816268.000000 Penalty: 6230.823730
	Iteration 410Q: 3 clusters Score -3.681627e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163768 members 
Mstep: Class 2 contains 121774 members 
Entering Unmasked Estep 
Score: -36816280.000000 Penalty: 6230.823730
	Iteration 411Q: 3 clusters Score -3.681628e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163785 members 
Mstep: Class 2 contains 121757 members 
Entering Unmasked Estep 
Score: -36816268.000000 Penalty: 6230.823730
	Iteration 412Q: 3 clusters Score -3.681627e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163785 members 
Mstep: Class 2 contains 121757 members 
Entering Unmasked Estep 
Score: -36816268.000000 Penalty: 6230.823730
	Iteration 413Q: 3 clusters Score -3.681627e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163779 members 
Mstep: Class 2 contains 121763 members 
Entering Unmasked Estep 
Score: -36816212.000000 Penalty: 6230.823730
	Iteration 414Q: 3 clusters Score -3.681621e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163772 members 
Mstep: Class 2 contains 121770 members 
Entering Unmasked Estep 
Score: -36816256.000000 Penalty: 6230.823730
	Iteration 415Q: 3 clusters Score -3.681626e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163738 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -36816260.000000 Penalty: 6230.823730
	Iteration 416Q: 3 clusters Score -3.681626e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163719 members 
Mstep: Class 2 contains 121823 members 
Entering Unmasked Estep 
Score: -36816252.000000 Penalty: 6230.823730
	Iteration 417Q: 3 clusters Score -3.681625e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163707 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -36816272.000000 Penalty: 6230.823730
	Iteration 418Q: 3 clusters Score -3.681627e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163700 members 
Mstep: Class 2 contains 121842 members 
Entering Unmasked Estep 
Score: -36816276.000000 Penalty: 6230.823730
	Iteration 419Q: 3 clusters Score -3.681628e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163669 members 
Mstep: Class 2 contains 121873 members 
Entering Unmasked Estep 
Score: -36816276.000000 Penalty: 6230.823730
	Iteration 420F: 3 clusters Score -3.681628e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163644 members 
Mstep: Class 2 contains 121898 members 
Entering Unmasked Estep 
Score: -36816260.000000 Penalty: 6230.823730
	Iteration 421Q: 3 clusters Score -3.681626e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163630 members 
Mstep: Class 2 contains 121912 members 
Entering Unmasked Estep 
Score: -36816272.000000 Penalty: 6230.823730
	Iteration 422Q: 3 clusters Score -3.681627e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163622 members 
Mstep: Class 2 contains 121920 members 
Entering Unmasked Estep 
Score: -36816240.000000 Penalty: 6230.823730
	Iteration 423Q: 3 clusters Score -3.681624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 121925 members 
Entering Unmasked Estep 
Score: -36816224.000000 Penalty: 6230.823730
	Iteration 424Q: 3 clusters Score -3.681622e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163593 members 
Mstep: Class 2 contains 121949 members 
Entering Unmasked Estep 
Score: -36816248.000000 Penalty: 6230.823730
	Iteration 425Q: 3 clusters Score -3.681625e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163569 members 
Mstep: Class 2 contains 121973 members 
Entering Unmasked Estep 
Score: -36816220.000000 Penalty: 6230.823730
	Iteration 426Q: 3 clusters Score -3.681622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Mstep: Class 2 contains 121983 members 
Entering Unmasked Estep 
Score: -36816220.000000 Penalty: 6230.823730
	Iteration 427Q: 3 clusters Score -3.681622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163546 members 
Mstep: Class 2 contains 121996 members 
Entering Unmasked Estep 
Score: -36816228.000000 Penalty: 6230.823730
	Iteration 428Q: 3 clusters Score -3.681623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163535 members 
Mstep: Class 2 contains 122007 members 
Entering Unmasked Estep 
Score: -36816248.000000 Penalty: 6230.823730
	Iteration 429Q: 3 clusters Score -3.681625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163527 members 
Mstep: Class 2 contains 122015 members 
Entering Unmasked Estep 
Score: -36816220.000000 Penalty: 6230.823730
	Iteration 430Q: 3 clusters Score -3.681622e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163516 members 
Mstep: Class 2 contains 122026 members 
Entering Unmasked Estep 
Score: -36816240.000000 Penalty: 6230.823730
	Iteration 431Q: 3 clusters Score -3.681624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163513 members 
Mstep: Class 2 contains 122029 members 
Entering Unmasked Estep 
Score: -36816224.000000 Penalty: 6230.823730
	Iteration 432Q: 3 clusters Score -3.681622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 122038 members 
Entering Unmasked Estep 
Score: -36816204.000000 Penalty: 6230.823730
	Iteration 433Q: 3 clusters Score -3.68162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163491 members 
Mstep: Class 2 contains 122051 members 
Entering Unmasked Estep 
Score: -36816196.000000 Penalty: 6230.823730
	Iteration 434Q: 3 clusters Score -3.68162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Mstep: Class 2 contains 122065 members 
Entering Unmasked Estep 
Score: -36816204.000000 Penalty: 6230.823730
	Iteration 435Q: 3 clusters Score -3.68162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163461 members 
Mstep: Class 2 contains 122081 members 
Entering Unmasked Estep 
Score: -36816204.000000 Penalty: 6230.823730
	Iteration 436Q: 3 clusters Score -3.68162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163454 members 
Mstep: Class 2 contains 122088 members 
Entering Unmasked Estep 
Score: -36816196.000000 Penalty: 6230.823730
	Iteration 437Q: 3 clusters Score -3.68162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163447 members 
Mstep: Class 2 contains 122095 members 
Entering Unmasked Estep 
Score: -36816220.000000 Penalty: 6230.823730
	Iteration 438Q: 3 clusters Score -3.681622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163444 members 
Mstep: Class 2 contains 122098 members 
Entering Unmasked Estep 
Score: -36816184.000000 Penalty: 6230.823730
	Iteration 439Q: 3 clusters Score -3.681618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163438 members 
Mstep: Class 2 contains 122104 members 
Entering Unmasked Estep 
Score: -36816192.000000 Penalty: 6230.823730
	Iteration 440F: 3 clusters Score -3.681619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163432 members 
Mstep: Class 2 contains 122110 members 
Entering Unmasked Estep 
Score: -36816204.000000 Penalty: 6230.823730
	Iteration 441Q: 3 clusters Score -3.68162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163429 members 
Mstep: Class 2 contains 122113 members 
Entering Unmasked Estep 
Score: -36816192.000000 Penalty: 6230.823730
	Iteration 442Q: 3 clusters Score -3.681619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163427 members 
Mstep: Class 2 contains 122115 members 
Entering Unmasked Estep 
Score: -36816196.000000 Penalty: 6230.823730
	Iteration 443Q: 3 clusters Score -3.68162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163426 members 
Mstep: Class 2 contains 122116 members 
Entering Unmasked Estep 
Score: -36816196.000000 Penalty: 6230.823730
	Iteration 444Q: 3 clusters Score -3.68162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163427 members 
Mstep: Class 2 contains 122115 members 
Entering Unmasked Estep 
Score: -36816204.000000 Penalty: 6230.823730
	Iteration 445Q: 3 clusters Score -3.68162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 122120 members 
Entering Unmasked Estep 
Score: -36816212.000000 Penalty: 6230.823730
	Iteration 446Q: 3 clusters Score -3.681621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163420 members 
Mstep: Class 2 contains 122122 members 
Entering Unmasked Estep 
Score: -36816204.000000 Penalty: 6230.823730
	Iteration 447Q: 3 clusters Score -3.68162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163419 members 
Mstep: Class 2 contains 122123 members 
Entering Unmasked Estep 
Score: -36816204.000000 Penalty: 6230.823730
	Iteration 448Q: 3 clusters Score -3.68162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163417 members 
Mstep: Class 2 contains 122125 members 
Entering Unmasked Estep 
Score: -36816208.000000 Penalty: 6230.823730
	Iteration 449Q: 3 clusters Score -3.681621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163415 members 
Mstep: Class 2 contains 122127 members 
Entering Unmasked Estep 
Score: -36816192.000000 Penalty: 6230.823730
	Iteration 450Q: 3 clusters Score -3.681619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163412 members 
Mstep: Class 2 contains 122130 members 
Entering Unmasked Estep 
Score: -36816196.000000 Penalty: 6230.823730
	Iteration 451Q: 3 clusters Score -3.68162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163407 members 
Mstep: Class 2 contains 122135 members 
Entering Unmasked Estep 
Score: -36816204.000000 Penalty: 6230.823730
	Iteration 452Q: 3 clusters Score -3.68162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163408 members 
Mstep: Class 2 contains 122134 members 
Entering Unmasked Estep 
Score: -36816184.000000 Penalty: 6230.823730
	Iteration 453Q: 3 clusters Score -3.681618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163406 members 
Mstep: Class 2 contains 122136 members 
Entering Unmasked Estep 
Score: -36816196.000000 Penalty: 6230.823730
	Iteration 454Q: 3 clusters Score -3.68162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 122138 members 
Entering Unmasked Estep 
Score: -36816192.000000 Penalty: 6230.823730
	Iteration 455Q: 3 clusters Score -3.681619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 122138 members 
Entering Unmasked Estep 
Score: -36816192.000000 Penalty: 6230.823730
	Iteration 456F: 3 clusters Score -3.681619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Entering Unmasked Estep 
Score: -5099752.500000 Penalty: 2627.071045
	Iteration 0F: 2 clusters Score -5099752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -5072740.500000 Penalty: 5254.142090
	Iteration 0F: 3 clusters Score -5072740 nChanged 18317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -5082869.500000 Penalty: 5254.142090
	Iteration 1F: 3 clusters Score -5082870 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -5083398.500000 Penalty: 5254.142090
	Iteration 2Q: 3 clusters Score -5083398 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -5083940.000000 Penalty: 5254.142090
	Iteration 3Q: 3 clusters Score -5083940 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -5084534.500000 Penalty: 5254.142090
	Iteration 4Q: 3 clusters Score -5084534 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -5085167.500000 Penalty: 5254.142090
	Iteration 5Q: 3 clusters Score -5085168 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -5085980.000000 Penalty: 5254.142090
	Iteration 6Q: 3 clusters Score -5085980 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -5087050.500000 Penalty: 5254.142090
	Iteration 7Q: 3 clusters Score -5087050 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -5088509.000000 Penalty: 5254.142090
	Iteration 8F: 3 clusters Score -5088509 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -5090099.500000 Penalty: 5254.142090
	Iteration 9F: 3 clusters Score -5090100 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -5091708.000000 Penalty: 5254.142090
	Iteration 10F: 3 clusters Score -5091708 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -5093356.000000 Penalty: 5254.142090
	Iteration 11F: 3 clusters Score -5093356 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -5094720.000000 Penalty: 5254.142090
	Iteration 12Q: 3 clusters Score -5094720 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5095733.000000 Penalty: 5254.142090
	Iteration 13Q: 3 clusters Score -5095733 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5096431.000000 Penalty: 5254.142090
	Iteration 14Q: 3 clusters Score -5096431 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5096906.000000 Penalty: 5254.142090
	Iteration 15Q: 3 clusters Score -5096906 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5097225.000000 Penalty: 5254.142090
	Iteration 16Q: 3 clusters Score -5097225 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5097449.500000 Penalty: 5254.142090
	Iteration 17Q: 3 clusters Score -5097450 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5097709.000000 Penalty: 5254.142090
	Iteration 18Q: 3 clusters Score -5097709 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5097911.000000 Penalty: 5254.142090
	Iteration 19Q: 3 clusters Score -5097911 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5098008.000000 Penalty: 5254.142090
	Iteration 20F: 3 clusters Score -5098008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5098051.000000 Penalty: 5254.142090
	Iteration 21Q: 3 clusters Score -5098051 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5098084.500000 Penalty: 5254.142090
	Iteration 22Q: 3 clusters Score -5098084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5098130.000000 Penalty: 5254.142090
	Iteration 23Q: 3 clusters Score -5098130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5098165.500000 Penalty: 5254.142090
	Iteration 24Q: 3 clusters Score -5098166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5098200.000000 Penalty: 5254.142090
	Iteration 25Q: 3 clusters Score -5098200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5098228.000000 Penalty: 5254.142090
	Iteration 26Q: 3 clusters Score -5098228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5098277.000000 Penalty: 5254.142090
	Iteration 27Q: 3 clusters Score -5098277 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5098322.500000 Penalty: 5254.142090
	Iteration 28Q: 3 clusters Score -5098322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5098352.500000 Penalty: 5254.142090
	Iteration 29Q: 3 clusters Score -5098352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5098380.500000 Penalty: 5254.142090
	Iteration 30Q: 3 clusters Score -5098380 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5098408.000000 Penalty: 5254.142090
	Iteration 31Q: 3 clusters Score -5098408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5098444.000000 Penalty: 5254.142090
	Iteration 32Q: 3 clusters Score -5098444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5098470.000000 Penalty: 5254.142090
	Iteration 33Q: 3 clusters Score -5098470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5098491.500000 Penalty: 5254.142090
	Iteration 34Q: 3 clusters Score -5098492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5098498.000000 Penalty: 5254.142090
	Iteration 35Q: 3 clusters Score -5098498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5098516.500000 Penalty: 5254.142090
	Iteration 36Q: 3 clusters Score -5098516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5098522.500000 Penalty: 5254.142090
	Iteration 37Q: 3 clusters Score -5098522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5098536.000000 Penalty: 5254.142090
	Iteration 38Q: 3 clusters Score -5098536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5098534.000000 Penalty: 5254.142090
	Iteration 39Q: 3 clusters Score -5098534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5098554.500000 Penalty: 5254.142090
	Iteration 40F: 3 clusters Score -5098554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5098587.000000 Penalty: 5254.142090
	Iteration 41Q: 3 clusters Score -5098587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5098620.500000 Penalty: 5254.142090
	Iteration 42Q: 3 clusters Score -5098620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5098645.000000 Penalty: 5254.142090
	Iteration 43Q: 3 clusters Score -5098645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5098653.000000 Penalty: 5254.142090
	Iteration 44Q: 3 clusters Score -5098653 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5098676.000000 Penalty: 5254.142090
	Iteration 45Q: 3 clusters Score -5098676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5098696.500000 Penalty: 5254.142090
	Iteration 46Q: 3 clusters Score -5098696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5098717.000000 Penalty: 5254.142090
	Iteration 47Q: 3 clusters Score -5098717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5098736.000000 Penalty: 5254.142090
	Iteration 48Q: 3 clusters Score -5098736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5098752.000000 Penalty: 5254.142090
	Iteration 49Q: 3 clusters Score -5098752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5098777.500000 Penalty: 5254.142090
	Iteration 50Q: 3 clusters Score -5098778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5098800.000000 Penalty: 5254.142090
	Iteration 51Q: 3 clusters Score -5098800 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5098819.000000 Penalty: 5254.142090
	Iteration 52Q: 3 clusters Score -5098819 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5098823.500000 Penalty: 5254.142090
	Iteration 53Q: 3 clusters Score -5098824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5098840.000000 Penalty: 5254.142090
	Iteration 54Q: 3 clusters Score -5098840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5098836.500000 Penalty: 5254.142090
	Iteration 55Q: 3 clusters Score -5098836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5098843.000000 Penalty: 5254.142090
	Iteration 56Q: 3 clusters Score -5098843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5098851.500000 Penalty: 5254.142090
	Iteration 57Q: 3 clusters Score -5098852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5098857.000000 Penalty: 5254.142090
	Iteration 58Q: 3 clusters Score -5098857 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5098859.500000 Penalty: 5254.142090
	Iteration 59Q: 3 clusters Score -5098860 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5098879.000000 Penalty: 5254.142090
	Iteration 60F: 3 clusters Score -5098879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5098884.500000 Penalty: 5254.142090
	Iteration 61Q: 3 clusters Score -5098884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -5098895.000000 Penalty: 5254.142090
	Iteration 62Q: 3 clusters Score -5098895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5098888.500000 Penalty: 5254.142090
	Iteration 63Q: 3 clusters Score -5098888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5098904.000000 Penalty: 5254.142090
	Iteration 64Q: 3 clusters Score -5098904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5098908.500000 Penalty: 5254.142090
	Iteration 65Q: 3 clusters Score -5098908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5098918.000000 Penalty: 5254.142090
	Iteration 66Q: 3 clusters Score -5098918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5098919.000000 Penalty: 5254.142090
	Iteration 67Q: 3 clusters Score -5098919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5098908.500000 Penalty: 5254.142090
	Iteration 68Q: 3 clusters Score -5098908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5098913.000000 Penalty: 5254.142090
	Iteration 69Q: 3 clusters Score -5098913 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5098920.500000 Penalty: 5254.142090
	Iteration 70Q: 3 clusters Score -5098920 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -5098934.500000 Penalty: 5254.142090
	Iteration 71Q: 3 clusters Score -5098934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5098937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5098940.000000 Penalty: 5254.142090
	Iteration 73Q: 3 clusters Score -5098940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5098946.500000 Penalty: 5254.142090
	Iteration 74Q: 3 clusters Score -5098946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -5098960.500000 Penalty: 5254.142090
	Iteration 75Q: 3 clusters Score -5098960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5098963.500000 Penalty: 5254.142090
	Iteration 76Q: 3 clusters Score -5098964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5098965.500000 Penalty: 5254.142090
	Iteration 77Q: 3 clusters Score -5098966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5098961.500000 Penalty: 5254.142090
	Iteration 78Q: 3 clusters Score -5098962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5098968.500000 Penalty: 5254.142090
	Iteration 79Q: 3 clusters Score -5098968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5098979.500000 Penalty: 5254.142090
	Iteration 80F: 3 clusters Score -5098980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5098988.000000 Penalty: 5254.142090
	Iteration 81Q: 3 clusters Score -5098988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5099002.000000 Penalty: 5254.142090
	Iteration 82Q: 3 clusters Score -5099002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5098999.500000 Penalty: 5254.142090
	Iteration 83Q: 3 clusters Score -5099000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5099001.500000 Penalty: 5254.142090
	Iteration 84Q: 3 clusters Score -5099002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -5099022.000000 Penalty: 5254.142090
	Iteration 85Q: 3 clusters Score -5099022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5099028.500000 Penalty: 5254.142090
	Iteration 86Q: 3 clusters Score -5099028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5099022.500000 Penalty: 5254.142090
	Iteration 87Q: 3 clusters Score -5099022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5099030.500000 Penalty: 5254.142090
	Iteration 88Q: 3 clusters Score -5099030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5099030.000000 Penalty: 5254.142090
	Iteration 89Q: 3 clusters Score -5099030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5099029.000000 Penalty: 5254.142090
	Iteration 90Q: 3 clusters Score -5099029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5099028.500000 Penalty: 5254.142090
	Iteration 91Q: 3 clusters Score -5099028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -5099030.000000 Penalty: 5254.142090
	Iteration 92Q: 3 clusters Score -5099030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -5099028.500000 Penalty: 5254.142090
	Iteration 93Q: 3 clusters Score -5099028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -5099031.000000 Penalty: 5254.142090
	Iteration 94Q: 3 clusters Score -5099031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -5099034.000000 Penalty: 5254.142090
	Iteration 95Q: 3 clusters Score -5099034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -5099034.500000 Penalty: 5254.142090
	Iteration 96Q: 3 clusters Score -5099034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5099033.000000 Penalty: 5254.142090
	Iteration 97Q: 3 clusters Score -5099033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -5099035.500000 Penalty: 5254.142090
	Iteration 98Q: 3 clusters Score -5099036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5099037.000000 Penalty: 5254.142090
	Iteration 99Q: 3 clusters Score -5099037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5099046.000000 Penalty: 5254.142090
	Iteration 100F: 3 clusters Score -5099046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -5099042.500000 Penalty: 5254.142090
	Iteration 101Q: 3 clusters Score -5099042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5099044.500000 Penalty: 5254.142090
	Iteration 102Q: 3 clusters Score -5099044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5099048.500000 Penalty: 5254.142090
	Iteration 103Q: 3 clusters Score -5099048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5099048.000000 Penalty: 5254.142090
	Iteration 104Q: 3 clusters Score -5099048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5099042.000000 Penalty: 5254.142090
	Iteration 105Q: 3 clusters Score -5099042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -5099041.000000 Penalty: 5254.142090
	Iteration 106Q: 3 clusters Score -5099041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -5099039.000000 Penalty: 5254.142090
	Iteration 107Q: 3 clusters Score -5099039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -5099037.500000 Penalty: 5254.142090
	Iteration 108Q: 3 clusters Score -5099038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5099043.500000 Penalty: 5254.142090
	Iteration 109Q: 3 clusters Score -5099044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5099044.000000 Penalty: 5254.142090
	Iteration 110Q: 3 clusters Score -5099044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5099042.000000 Penalty: 5254.142090
	Iteration 111Q: 3 clusters Score -5099042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -5099046.000000 Penalty: 5254.142090
	Iteration 112Q: 3 clusters Score -5099046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5099046.500000 Penalty: 5254.142090
	Iteration 113Q: 3 clusters Score -5099046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5099046.500000 Penalty: 5254.142090
	Iteration 114Q: 3 clusters Score -5099046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5099050.000000 Penalty: 5254.142090
	Iteration 115Q: 3 clusters Score -5099050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -5099054.000000 Penalty: 5254.142090
	Iteration 116Q: 3 clusters Score -5099054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -5099052.500000 Penalty: 5254.142090
	Iteration 117Q: 3 clusters Score -5099052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -5099057.000000 Penalty: 5254.142090
	Iteration 118Q: 3 clusters Score -5099057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -5099055.000000 Penalty: 5254.142090
	Iteration 119Q: 3 clusters Score -5099055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -5099053.500000 Penalty: 5254.142090
	Iteration 120F: 3 clusters Score -5099054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5099055.500000 Penalty: 5254.142090
	Iteration 121Q: 3 clusters Score -5099056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5099056 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
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	Iteration 123F: 3 clusters Score -5099056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10883 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1205065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1196855.875000 Penalty: 4610.298828
	Iteration 0F: 3 clusters Score -1196856 nChanged 4694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1199816.375000 Penalty: 4610.298828
	Iteration 1F: 3 clusters Score -1199816 nChanged 977
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1200631 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1201299.625000 Penalty: 4610.298828
	Iteration 3F: 3 clusters Score -1201300 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1201944.500000 Penalty: 4610.298828
	Iteration 4F: 3 clusters Score -1201944 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1202532.125000 Penalty: 4610.298828
	Iteration 5F: 3 clusters Score -1202532 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1203057.875000 Penalty: 4610.298828
	Iteration 6F: 3 clusters Score -1203058 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1203460.250000 Penalty: 4610.298828
	Iteration 7F: 3 clusters Score -1203460 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1203782.750000 Penalty: 4610.298828
	Iteration 8Q: 3 clusters Score -1203783 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1204072.500000 Penalty: 4610.298828
	Iteration 9Q: 3 clusters Score -1204072 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1204320.000000 Penalty: 4610.298828
	Iteration 10Q: 3 clusters Score -1204320 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1204550.750000 Penalty: 4610.298828
	Iteration 11Q: 3 clusters Score -1204551 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1204755.000000 Penalty: 4610.298828
	Iteration 12Q: 3 clusters Score -1204755 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1204993.750000 Penalty: 4610.298828
	Iteration 13Q: 3 clusters Score -1204994 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1205263.125000 Penalty: 4610.298828
	Iteration 14Q: 3 clusters Score -1205263 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1205543.125000 Penalty: 4610.298828
	Iteration 15Q: 3 clusters Score -1205543 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1205827.500000 Penalty: 4610.298828
	Iteration 16Q: 3 clusters Score -1205828 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1206042.500000 Penalty: 4610.298828
	Iteration 17Q: 3 clusters Score -1206042 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1206186.875000 Penalty: 4610.298828
	Iteration 18Q: 3 clusters Score -1206187 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1206292.125000 Penalty: 4610.298828
	Iteration 19Q: 3 clusters Score -1206292 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1206362.750000 Penalty: 4610.298828
	Iteration 20F: 3 clusters Score -1206363 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1206406.625000 Penalty: 4610.298828
	Iteration 21Q: 3 clusters Score -1206407 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1206435.375000 Penalty: 4610.298828
	Iteration 22Q: 3 clusters Score -1206435 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1206461.250000 Penalty: 4610.298828
	Iteration 23Q: 3 clusters Score -1206461 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1206483.125000 Penalty: 4610.298828
	Iteration 24Q: 3 clusters Score -1206483 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1206509.625000 Penalty: 4610.298828
	Iteration 25Q: 3 clusters Score -1206510 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1206531.375000 Penalty: 4610.298828
	Iteration 26Q: 3 clusters Score -1206531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1206558.250000 Penalty: 4610.298828
	Iteration 27Q: 3 clusters Score -1206558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1206592.250000 Penalty: 4610.298828
	Iteration 28Q: 3 clusters Score -1206592 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1206636.125000 Penalty: 4610.298828
	Iteration 29Q: 3 clusters Score -1206636 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1206685.875000 Penalty: 4610.298828
	Iteration 30Q: 3 clusters Score -1206686 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1206736.125000 Penalty: 4610.298828
	Iteration 31Q: 3 clusters Score -1206736 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1206808.750000 Penalty: 4610.298828
	Iteration 32Q: 3 clusters Score -1206809 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1206951.125000 Penalty: 4610.298828
	Iteration 33Q: 3 clusters Score -1206951 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1207185.875000 Penalty: 4610.298828
	Iteration 34Q: 3 clusters Score -1207186 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1207292.000000 Penalty: 4610.298828
	Iteration 35Q: 3 clusters Score -1207292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1207330.250000 Penalty: 4610.298828
	Iteration 36Q: 3 clusters Score -1207330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1207347.750000 Penalty: 4610.298828
	Iteration 37Q: 3 clusters Score -1207348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1207356.750000 Penalty: 4610.298828
	Iteration 38Q: 3 clusters Score -1207357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1207362.375000 Penalty: 4610.298828
	Iteration 39Q: 3 clusters Score -1207362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1207363.000000 Penalty: 4610.298828
	Iteration 40F: 3 clusters Score -1207363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1207368.500000 Penalty: 4610.298828
	Iteration 41Q: 3 clusters Score -1207368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1207368.750000 Penalty: 4610.298828
	Iteration 42Q: 3 clusters Score -1207369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1207370.375000 Penalty: 4610.298828
	Iteration 43Q: 3 clusters Score -1207370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1207372.250000 Penalty: 4610.298828
	Iteration 44Q: 3 clusters Score -1207372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1207370.250000 Penalty: 4610.298828
	Iteration 45Q: 3 clusters Score -1207370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1207370.250000 Penalty: 4610.298828
	Iteration 46F: 3 clusters Score -1207370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 23088 members 
Mstep: Class 3 contains 93745 members 
Mstep: Class 4 contains 285542 members 
Mstep: Class 5 contains 39856 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 151148 members 
Mstep: Class 8 contains 58178 members 
Mstep: Class 9 contains 4550 members 
Mstep: Class 10 contains 49826 members 
Mstep: Class 11 contains 161470 members 
Mstep: Class 12 contains 166983 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 5326 members 
Mstep: Class 17 contains 33323 members 
Mstep: Class 19 contains 53267 members 
Mstep: Class 20 contains 53501 members 
Mstep: Class 21 contains 16070 members 
Mstep: Class 22 contains 36919 members 
Entering Unmasked Estep 
Score: -157659968.000000 Penalty: 73177.875000
Splitting cluster 6 changes total score from -157658736.000000 to -157659968.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 7 (151148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151148 members 
Entering Unmasked Estep 
Score: -19224148.000000 Penalty: 2957.651611
	Iteration 0F: 2 clusters Score -1.922415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -19126188.000000 Penalty: 5915.303223
	Iteration 0F: 3 clusters Score -1.912619e+07 nChanged 72046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -19167860.000000 Penalty: 5915.303223
	Iteration 1F: 3 clusters Score -1.916786e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77724 members 
Mstep: Class 2 contains 73424 members 
Entering Unmasked Estep 
Score: -19169058.000000 Penalty: 5915.303223
	Iteration 2Q: 3 clusters Score -1.916906e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 71602 members 
Entering Unmasked Estep 
Score: -19170896.000000 Penalty: 5915.303223
	Iteration 3Q: 3 clusters Score -1.91709e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -19173416.000000 Penalty: 5915.303223
	Iteration 4Q: 3 clusters Score -1.917342e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -19177348.000000 Penalty: 5915.303223
	Iteration 5F: 3 clusters Score -1.917735e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -19182632.000000 Penalty: 5915.303223
	Iteration 6F: 3 clusters Score -1.918263e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -19188756.000000 Penalty: 5915.303223
	Iteration 7F: 3 clusters Score -1.918876e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107906 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -19195020.000000 Penalty: 5915.303223
	Iteration 8F: 3 clusters Score -1.919502e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115533 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -19200450.000000 Penalty: 5915.303223
	Iteration 9F: 3 clusters Score -1.920045e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122604 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -19205412.000000 Penalty: 5915.303223
	Iteration 10F: 3 clusters Score -1.920541e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128813 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -19209626.000000 Penalty: 5915.303223
	Iteration 11Q: 3 clusters Score -1.920963e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134024 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -19212916.000000 Penalty: 5915.303223
	Iteration 12Q: 3 clusters Score -1.921292e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138248 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -19215688.000000 Penalty: 5915.303223
	Iteration 13Q: 3 clusters Score -1.921569e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141540 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -19217884.000000 Penalty: 5915.303223
	Iteration 14Q: 3 clusters Score -1.921788e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143890 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -19219570.000000 Penalty: 5915.303223
	Iteration 15Q: 3 clusters Score -1.921957e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145479 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -19220690.000000 Penalty: 5915.303223
	Iteration 16Q: 3 clusters Score -1.922069e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146539 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -19221324.000000 Penalty: 5915.303223
	Iteration 17Q: 3 clusters Score -1.922132e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147248 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -19221786.000000 Penalty: 5915.303223
	Iteration 18Q: 3 clusters Score -1.922179e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147726 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -19222102.000000 Penalty: 5915.303223
	Iteration 19Q: 3 clusters Score -1.92221e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148064 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -19222254.000000 Penalty: 5915.303223
	Iteration 20F: 3 clusters Score -1.922225e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148338 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -19222418.000000 Penalty: 5915.303223
	Iteration 21Q: 3 clusters Score -1.922242e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148544 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -19222456.000000 Penalty: 5915.303223
	Iteration 22Q: 3 clusters Score -1.922246e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148686 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -19222532.000000 Penalty: 5915.303223
	Iteration 23Q: 3 clusters Score -1.922253e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148785 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -19222576.000000 Penalty: 5915.303223
	Iteration 24Q: 3 clusters Score -1.922258e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148862 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -19222600.000000 Penalty: 5915.303223
	Iteration 25Q: 3 clusters Score -1.92226e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148919 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -19222612.000000 Penalty: 5915.303223
	Iteration 26Q: 3 clusters Score -1.922261e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148955 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -19222636.000000 Penalty: 5915.303223
	Iteration 27Q: 3 clusters Score -1.922264e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148990 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -19222706.000000 Penalty: 5915.303223
	Iteration 28Q: 3 clusters Score -1.922271e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149016 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -19222728.000000 Penalty: 5915.303223
	Iteration 29Q: 3 clusters Score -1.922273e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149072 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -19222766.000000 Penalty: 5915.303223
	Iteration 30Q: 3 clusters Score -1.922277e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149128 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -19222822.000000 Penalty: 5915.303223
	Iteration 31Q: 3 clusters Score -1.922282e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149167 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -19222900.000000 Penalty: 5915.303223
	Iteration 32Q: 3 clusters Score -1.92229e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149200 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -19223014.000000 Penalty: 5915.303223
	Iteration 33Q: 3 clusters Score -1.922301e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149222 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -19223142.000000 Penalty: 5915.303223
	Iteration 34Q: 3 clusters Score -1.922314e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149218 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -19223290.000000 Penalty: 5915.303223
	Iteration 35Q: 3 clusters Score -1.922329e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149214 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -19223418.000000 Penalty: 5915.303223
	Iteration 36Q: 3 clusters Score -1.922342e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149188 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -19223500.000000 Penalty: 5915.303223
	Iteration 37Q: 3 clusters Score -1.92235e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149155 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -19223618.000000 Penalty: 5915.303223
	Iteration 38Q: 3 clusters Score -1.922362e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149122 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19223668.000000 Penalty: 5915.303223
	Iteration 39Q: 3 clusters Score -1.922367e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149092 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -19223724.000000 Penalty: 5915.303223
	Iteration 40F: 3 clusters Score -1.922372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149062 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -19223720.000000 Penalty: 5915.303223
	Iteration 41Q: 3 clusters Score -1.922372e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149039 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -19223722.000000 Penalty: 5915.303223
	Iteration 42Q: 3 clusters Score -1.922372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149028 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -19223720.000000 Penalty: 5915.303223
	Iteration 43Q: 3 clusters Score -1.922372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149019 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -19223718.000000 Penalty: 5915.303223
	Iteration 44Q: 3 clusters Score -1.922372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149011 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -19223720.000000 Penalty: 5915.303223
	Iteration 45Q: 3 clusters Score -1.922372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149003 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -19223726.000000 Penalty: 5915.303223
	Iteration 46Q: 3 clusters Score -1.922373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148996 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -19223744.000000 Penalty: 5915.303223
	Iteration 47Q: 3 clusters Score -1.922374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148991 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -19223754.000000 Penalty: 5915.303223
	Iteration 48Q: 3 clusters Score -1.922375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148984 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -19223746.000000 Penalty: 5915.303223
	Iteration 49Q: 3 clusters Score -1.922375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148978 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -19223746.000000 Penalty: 5915.303223
	Iteration 50Q: 3 clusters Score -1.922375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148974 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -19223742.000000 Penalty: 5915.303223
	Iteration 51Q: 3 clusters Score -1.922374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -19223742.000000 Penalty: 5915.303223
	Iteration 52Q: 3 clusters Score -1.922374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148967 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -19223728.000000 Penalty: 5915.303223
	Iteration 53Q: 3 clusters Score -1.922373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148963 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19223748.000000 Penalty: 5915.303223
	Iteration 54Q: 3 clusters Score -1.922375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148959 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -19223756.000000 Penalty: 5915.303223
	Iteration 55Q: 3 clusters Score -1.922376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148951 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -19223764.000000 Penalty: 5915.303223
	Iteration 56Q: 3 clusters Score -1.922376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148945 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -19223778.000000 Penalty: 5915.303223
	Iteration 57Q: 3 clusters Score -1.922378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148940 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -19223764.000000 Penalty: 5915.303223
	Iteration 58Q: 3 clusters Score -1.922376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148938 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -19223770.000000 Penalty: 5915.303223
	Iteration 59Q: 3 clusters Score -1.922377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148937 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -19223770.000000 Penalty: 5915.303223
	Iteration 60F: 3 clusters Score -1.922377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148933 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -19223784.000000 Penalty: 5915.303223
	Iteration 61Q: 3 clusters Score -1.922378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148929 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -19223776.000000 Penalty: 5915.303223
	Iteration 62Q: 3 clusters Score -1.922378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148928 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -19223774.000000 Penalty: 5915.303223
	Iteration 63Q: 3 clusters Score -1.922377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -19223776.000000 Penalty: 5915.303223
	Iteration 64Q: 3 clusters Score -1.922378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148926 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -19223772.000000 Penalty: 5915.303223
	Iteration 65Q: 3 clusters Score -1.922377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -19223774.000000 Penalty: 5915.303223
	Iteration 66Q: 3 clusters Score -1.922377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -19223774.000000 Penalty: 5915.303223
	Iteration 67F: 3 clusters Score -1.922377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (58178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Entering Unmasked Estep 
Score: -7013085.500000 Penalty: 2720.873291
	Iteration 0F: 2 clusters Score -7013086 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 29019 members 
Entering Unmasked Estep 
Score: -6974277.500000 Penalty: 5441.746582
	Iteration 0F: 3 clusters Score -6974278 nChanged 26867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -6990002.000000 Penalty: 5441.746582
	Iteration 1F: 3 clusters Score -6990002 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -6991395.000000 Penalty: 5441.746582
	Iteration 2F: 3 clusters Score -6991395 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -6993045.500000 Penalty: 5441.746582
	Iteration 3F: 3 clusters Score -6993046 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -6994951.000000 Penalty: 5441.746582
	Iteration 4F: 3 clusters Score -6994951 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -6997118.500000 Penalty: 5441.746582
	Iteration 5F: 3 clusters Score -6997118 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -6999225.000000 Penalty: 5441.746582
	Iteration 6F: 3 clusters Score -6999225 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -7001402.500000 Penalty: 5441.746582
	Iteration 7F: 3 clusters Score -7001402 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -7003317.000000 Penalty: 5441.746582
	Iteration 8F: 3 clusters Score -7003317 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -7004849.000000 Penalty: 5441.746582
	Iteration 9Q: 3 clusters Score -7004849 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -7006143.000000 Penalty: 5441.746582
	Iteration 10Q: 3 clusters Score -7006143 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -7007120.500000 Penalty: 5441.746582
	Iteration 11Q: 3 clusters Score -7007120 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -7007874.000000 Penalty: 5441.746582
	Iteration 12Q: 3 clusters Score -7007874 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -7008583.000000 Penalty: 5441.746582
	Iteration 13Q: 3 clusters Score -7008583 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -7009131.000000 Penalty: 5441.746582
	Iteration 14Q: 3 clusters Score -7009131 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -7009663.500000 Penalty: 5441.746582
	Iteration 15Q: 3 clusters Score -7009664 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -7010204.500000 Penalty: 5441.746582
	Iteration 16Q: 3 clusters Score -7010204 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -7010671.000000 Penalty: 5441.746582
	Iteration 17Q: 3 clusters Score -7010671 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -7011105.000000 Penalty: 5441.746582
	Iteration 18Q: 3 clusters Score -7011105 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -7011486.000000 Penalty: 5441.746582
	Iteration 19Q: 3 clusters Score -7011486 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7011742.500000 Penalty: 5441.746582
	Iteration 20F: 3 clusters Score -7011742 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7011864.500000 Penalty: 5441.746582
	Iteration 21Q: 3 clusters Score -7011864 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7011937.500000 Penalty: 5441.746582
	Iteration 22Q: 3 clusters Score -7011938 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7011968.500000 Penalty: 5441.746582
	Iteration 23Q: 3 clusters Score -7011968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7011982.000000 Penalty: 5441.746582
	Iteration 24Q: 3 clusters Score -7011982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7011983.000000 Penalty: 5441.746582
	Iteration 25Q: 3 clusters Score -7011983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7012019.500000 Penalty: 5441.746582
	Iteration 26Q: 3 clusters Score -7012020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7012039.000000 Penalty: 5441.746582
	Iteration 27Q: 3 clusters Score -7012039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7012038.000000 Penalty: 5441.746582
	Iteration 28Q: 3 clusters Score -7012038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7012048.000000 Penalty: 5441.746582
	Iteration 29Q: 3 clusters Score -7012048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7012058.500000 Penalty: 5441.746582
	Iteration 30Q: 3 clusters Score -7012058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7012059.500000 Penalty: 5441.746582
	Iteration 31Q: 3 clusters Score -7012060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -7012066.500000 Penalty: 5441.746582
	Iteration 32Q: 3 clusters Score -7012066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7012077.000000 Penalty: 5441.746582
	Iteration 33Q: 3 clusters Score -7012077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7012087.000000 Penalty: 5441.746582
	Iteration 34Q: 3 clusters Score -7012087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7012090.000000 Penalty: 5441.746582
	Iteration 35Q: 3 clusters Score -7012090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7012087.000000 Penalty: 5441.746582
	Iteration 36Q: 3 clusters Score -7012087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7012094.000000 Penalty: 5441.746582
	Iteration 37Q: 3 clusters Score -7012094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7012097.500000 Penalty: 5441.746582
	Iteration 38Q: 3 clusters Score -7012098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7012100.500000 Penalty: 5441.746582
	Iteration 39Q: 3 clusters Score -7012100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7012095.500000 Penalty: 5441.746582
	Iteration 40F: 3 clusters Score -7012096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7012098.000000 Penalty: 5441.746582
	Iteration 41Q: 3 clusters Score -7012098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7012093.500000 Penalty: 5441.746582
	Iteration 42Q: 3 clusters Score -7012094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7012090.500000 Penalty: 5441.746582
	Iteration 43Q: 3 clusters Score -7012090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7012094.500000 Penalty: 5441.746582
	Iteration 44Q: 3 clusters Score -7012094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7012105.000000 Penalty: 5441.746582
	Iteration 45Q: 3 clusters Score -7012105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7012101.000000 Penalty: 5441.746582
	Iteration 46Q: 3 clusters Score -7012101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7012101.000000 Penalty: 5441.746582
	Iteration 47F: 3 clusters Score -7012101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Entering Unmasked Estep 
Score: -539660.312500 Penalty: 2088.874756
	Iteration 0F: 2 clusters Score -539660.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -535483.937500 Penalty: 4177.749512
	Iteration 0F: 3 clusters Score -535483.9 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -536923.250000 Penalty: 4177.749512
	Iteration 1F: 3 clusters Score -536923.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -538063.812500 Penalty: 4177.749512
	Iteration 2F: 3 clusters Score -538063.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -539365.000000 Penalty: 4177.749512
	Iteration 3F: 3 clusters Score -539365 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -540470.812500 Penalty: 4177.749512
	Iteration 4F: 3 clusters Score -540470.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -541138.562500 Penalty: 4177.749512
	Iteration 5F: 3 clusters Score -541138.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -541409.312500 Penalty: 4177.749512
	Iteration 6Q: 3 clusters Score -541409.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -541458.062500 Penalty: 4177.749512
	Iteration 7Q: 3 clusters Score -541458.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -541469.062500 Penalty: 4177.749512
	Iteration 8Q: 3 clusters Score -541469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -541470.562500 Penalty: 4177.749512
	Iteration 9Q: 3 clusters Score -541470.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -541470.562500 Penalty: 4177.749512
	Iteration 10F: 3 clusters Score -541470.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 23088 members 
Mstep: Class 3 contains 93745 members 
Mstep: Class 4 contains 285542 members 
Mstep: Class 5 contains 39856 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 151148 members 
Mstep: Class 8 contains 58178 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 49826 members 
Mstep: Class 11 contains 161470 members 
Mstep: Class 12 contains 166983 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 5326 members 
Mstep: Class 17 contains 33323 members 
Mstep: Class 18 contains 2703 members 
Mstep: Class 19 contains 53267 members 
Mstep: Class 20 contains 53501 members 
Mstep: Class 21 contains 16070 members 
Mstep: Class 22 contains 36919 members 
Entering Unmasked Estep 
Score: -157660384.000000 Penalty: 76662.531250
Splitting cluster 9 changes total score from -157658736.000000 to -157660384.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 10 (49826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Entering Unmasked Estep 
Score: -6278040.500000 Penalty: 2682.440430
	Iteration 0F: 2 clusters Score -6278040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -6244621.000000 Penalty: 5364.880859
	Iteration 0F: 3 clusters Score -6244621 nChanged 23190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -6259320.000000 Penalty: 5364.880859
	Iteration 1F: 3 clusters Score -6259320 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -6263405.500000 Penalty: 5364.880859
	Iteration 2F: 3 clusters Score -6263406 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -6268638.500000 Penalty: 5364.880859
	Iteration 3F: 3 clusters Score -6268638 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -6273293.500000 Penalty: 5364.880859
	Iteration 4F: 3 clusters Score -6273294 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -6276363.500000 Penalty: 5364.880859
	Iteration 5F: 3 clusters Score -6276364 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -6278320.000000 Penalty: 5364.880859
	Iteration 6Q: 3 clusters Score -6278320 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -6279619.500000 Penalty: 5364.880859
	Iteration 7Q: 3 clusters Score -6279620 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -6280155.500000 Penalty: 5364.880859
	Iteration 8Q: 3 clusters Score -6280156 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -6280337.000000 Penalty: 5364.880859
	Iteration 9Q: 3 clusters Score -6280337 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -6280467.000000 Penalty: 5364.880859
	Iteration 10Q: 3 clusters Score -6280467 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -6280521.000000 Penalty: 5364.880859
	Iteration 11Q: 3 clusters Score -6280521 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -6280556.500000 Penalty: 5364.880859
	Iteration 12Q: 3 clusters Score -6280556 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6280578.000000 Penalty: 5364.880859
	Iteration 13Q: 3 clusters Score -6280578 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -6280591.500000 Penalty: 5364.880859
	Iteration 14Q: 3 clusters Score -6280592 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -6280606.500000 Penalty: 5364.880859
	Iteration 15Q: 3 clusters Score -6280606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -6280637.000000 Penalty: 5364.880859
	Iteration 16Q: 3 clusters Score -6280637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -6280643.000000 Penalty: 5364.880859
	Iteration 17Q: 3 clusters Score -6280643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -6280638.500000 Penalty: 5364.880859
	Iteration 18Q: 3 clusters Score -6280638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -6280642.000000 Penalty: 5364.880859
	Iteration 19Q: 3 clusters Score -6280642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -6280642.000000 Penalty: 5364.880859
	Iteration 20F: 3 clusters Score -6280642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -6280643.500000 Penalty: 5364.880859
	Iteration 21Q: 3 clusters Score -6280644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6280646.000000 Penalty: 5364.880859
	Iteration 22Q: 3 clusters Score -6280646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -6280645.000000 Penalty: 5364.880859
	Iteration 23Q: 3 clusters Score -6280645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -6280642.000000 Penalty: 5364.880859
	Iteration 24Q: 3 clusters Score -6280642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -6280644.500000 Penalty: 5364.880859
	Iteration 25Q: 3 clusters Score -6280644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6280646.500000 Penalty: 5364.880859
	Iteration 26Q: 3 clusters Score -6280646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6280657.000000 Penalty: 5364.880859
	Iteration 27Q: 3 clusters Score -6280657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6280666.000000 Penalty: 5364.880859
	Iteration 28Q: 3 clusters Score -6280666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -6280648.000000 Penalty: 5364.880859
	Iteration 29Q: 3 clusters Score -6280648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6280645.500000 Penalty: 5364.880859
	Iteration 30Q: 3 clusters Score -6280646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -6280657.000000 Penalty: 5364.880859
	Iteration 31Q: 3 clusters Score -6280657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6280660.000000 Penalty: 5364.880859
	Iteration 32Q: 3 clusters Score -6280660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6280656.500000 Penalty: 5364.880859
	Iteration 33Q: 3 clusters Score -6280656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6280656.500000 Penalty: 5364.880859
	Iteration 34Q: 3 clusters Score -6280656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6280655.500000 Penalty: 5364.880859
	Iteration 35Q: 3 clusters Score -6280656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6280655.500000 Penalty: 5364.880859
	Iteration 36F: 3 clusters Score -6280656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 23088 members 
Mstep: Class 3 contains 93745 members 
Mstep: Class 4 contains 285542 members 
Mstep: Class 5 contains 39856 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 151148 members 
Mstep: Class 8 contains 58178 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 46755 members 
Mstep: Class 11 contains 161470 members 
Mstep: Class 12 contains 166983 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 5326 members 
Mstep: Class 17 contains 33323 members 
Mstep: Class 18 contains 2703 members 
Mstep: Class 19 contains 53267 members 
Mstep: Class 20 contains 53501 members 
Mstep: Class 21 contains 16070 members 
Mstep: Class 22 contains 36919 members 
Mstep: Class 23 contains 3071 members 
Entering Unmasked Estep 
Score: -157660848.000000 Penalty: 80147.195312
Splitting cluster 10 changes total score from -157658736.000000 to -157660848.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (161470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161470 members 
Entering Unmasked Estep 
Score: -20879410.000000 Penalty: 2974.034668
	Iteration 0F: 2 clusters Score -2.087941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -20774708.000000 Penalty: 5948.069336
	Iteration 0F: 3 clusters Score -2.077471e+07 nChanged 77234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 84461 members 
Entering Unmasked Estep 
Score: -20820300.000000 Penalty: 5948.069336
	Iteration 1F: 3 clusters Score -2.08203e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 86946 members 
Entering Unmasked Estep 
Score: -20822474.000000 Penalty: 5948.069336
	Iteration 2Q: 3 clusters Score -2.082247e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -20825964.000000 Penalty: 5948.069336
	Iteration 3Q: 3 clusters Score -2.082596e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -20831286.000000 Penalty: 5948.069336
	Iteration 4F: 3 clusters Score -2.083129e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
Score: -20838790.000000 Penalty: 5948.069336
	Iteration 5F: 3 clusters Score -2.083879e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 110841 members 
Entering Unmasked Estep 
Score: -20847660.000000 Penalty: 5948.069336
	Iteration 6F: 3 clusters Score -2.084766e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 118839 members 
Entering Unmasked Estep 
Score: -20856504.000000 Penalty: 5948.069336
	Iteration 7F: 3 clusters Score -2.08565e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 125471 members 
Entering Unmasked Estep 
Score: -20863638.000000 Penalty: 5948.069336
	Iteration 8F: 3 clusters Score -2.086364e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 130357 members 
Entering Unmasked Estep 
Score: -20868142.000000 Penalty: 5948.069336
	Iteration 9Q: 3 clusters Score -2.086814e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 134208 members 
Entering Unmasked Estep 
Score: -20870798.000000 Penalty: 5948.069336
	Iteration 10Q: 3 clusters Score -2.08708e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 137390 members 
Entering Unmasked Estep 
Score: -20872528.000000 Penalty: 5948.069336
	Iteration 11Q: 3 clusters Score -2.087253e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 140227 members 
Entering Unmasked Estep 
Score: -20873598.000000 Penalty: 5948.069336
	Iteration 12Q: 3 clusters Score -2.08736e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 142743 members 
Entering Unmasked Estep 
Score: -20874534.000000 Penalty: 5948.069336
	Iteration 13Q: 3 clusters Score -2.087453e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 144988 members 
Entering Unmasked Estep 
Score: -20875410.000000 Penalty: 5948.069336
	Iteration 14Q: 3 clusters Score -2.087541e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 147027 members 
Entering Unmasked Estep 
Score: -20876168.000000 Penalty: 5948.069336
	Iteration 15Q: 3 clusters Score -2.087617e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 148732 members 
Entering Unmasked Estep 
Score: -20876778.000000 Penalty: 5948.069336
	Iteration 16Q: 3 clusters Score -2.087678e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 150136 members 
Entering Unmasked Estep 
Score: -20877198.000000 Penalty: 5948.069336
	Iteration 17Q: 3 clusters Score -2.08772e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -20877474.000000 Penalty: 5948.069336
	Iteration 18Q: 3 clusters Score -2.087747e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 152505 members 
Entering Unmasked Estep 
Score: -20877710.000000 Penalty: 5948.069336
	Iteration 19Q: 3 clusters Score -2.087771e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 153472 members 
Entering Unmasked Estep 
Score: -20877802.000000 Penalty: 5948.069336
	Iteration 20F: 3 clusters Score -2.08778e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 154309 members 
Entering Unmasked Estep 
Score: -20877920.000000 Penalty: 5948.069336
	Iteration 21Q: 3 clusters Score -2.087792e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 155010 members 
Entering Unmasked Estep 
Score: -20878032.000000 Penalty: 5948.069336
	Iteration 22Q: 3 clusters Score -2.087803e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 155578 members 
Entering Unmasked Estep 
Score: -20878026.000000 Penalty: 5948.069336
	Iteration 23Q: 3 clusters Score -2.087803e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 156077 members 
Entering Unmasked Estep 
Score: -20878112.000000 Penalty: 5948.069336
	Iteration 24Q: 3 clusters Score -2.087811e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 156556 members 
Entering Unmasked Estep 
Score: -20878086.000000 Penalty: 5948.069336
	Iteration 25Q: 3 clusters Score -2.087809e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 156977 members 
Entering Unmasked Estep 
Score: -20878170.000000 Penalty: 5948.069336
	Iteration 26Q: 3 clusters Score -2.087817e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 157315 members 
Entering Unmasked Estep 
Score: -20878180.000000 Penalty: 5948.069336
	Iteration 27Q: 3 clusters Score -2.087818e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 157574 members 
Entering Unmasked Estep 
Score: -20878170.000000 Penalty: 5948.069336
	Iteration 28Q: 3 clusters Score -2.087817e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 157768 members 
Entering Unmasked Estep 
Score: -20878190.000000 Penalty: 5948.069336
	Iteration 29Q: 3 clusters Score -2.087819e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 157924 members 
Entering Unmasked Estep 
Score: -20878168.000000 Penalty: 5948.069336
	Iteration 30Q: 3 clusters Score -2.087817e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 158052 members 
Entering Unmasked Estep 
Score: -20878198.000000 Penalty: 5948.069336
	Iteration 31Q: 3 clusters Score -2.08782e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 158184 members 
Entering Unmasked Estep 
Score: -20878168.000000 Penalty: 5948.069336
	Iteration 32Q: 3 clusters Score -2.087817e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 158287 members 
Entering Unmasked Estep 
Score: -20878118.000000 Penalty: 5948.069336
	Iteration 33Q: 3 clusters Score -2.087812e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 158392 members 
Entering Unmasked Estep 
Score: -20878114.000000 Penalty: 5948.069336
	Iteration 34Q: 3 clusters Score -2.087811e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 158480 members 
Entering Unmasked Estep 
Score: -20878106.000000 Penalty: 5948.069336
	Iteration 35Q: 3 clusters Score -2.087811e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 158560 members 
Entering Unmasked Estep 
Score: -20878146.000000 Penalty: 5948.069336
	Iteration 36Q: 3 clusters Score -2.087815e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 158633 members 
Entering Unmasked Estep 
Score: -20878132.000000 Penalty: 5948.069336
	Iteration 37Q: 3 clusters Score -2.087813e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 158701 members 
Entering Unmasked Estep 
Score: -20878106.000000 Penalty: 5948.069336
	Iteration 38Q: 3 clusters Score -2.087811e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 158774 members 
Entering Unmasked Estep 
Score: -20878094.000000 Penalty: 5948.069336
	Iteration 39Q: 3 clusters Score -2.087809e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 158831 members 
Entering Unmasked Estep 
Score: -20878078.000000 Penalty: 5948.069336
	Iteration 40F: 3 clusters Score -2.087808e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 158901 members 
Entering Unmasked Estep 
Score: -20878074.000000 Penalty: 5948.069336
	Iteration 41Q: 3 clusters Score -2.087807e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 158966 members 
Entering Unmasked Estep 
Score: -20878058.000000 Penalty: 5948.069336
	Iteration 42Q: 3 clusters Score -2.087806e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 159019 members 
Entering Unmasked Estep 
Score: -20878056.000000 Penalty: 5948.069336
	Iteration 43Q: 3 clusters Score -2.087806e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 159067 members 
Entering Unmasked Estep 
Score: -20878030.000000 Penalty: 5948.069336
	Iteration 44Q: 3 clusters Score -2.087803e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 159106 members 
Entering Unmasked Estep 
Score: -20878062.000000 Penalty: 5948.069336
	Iteration 45Q: 3 clusters Score -2.087806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 159140 members 
Entering Unmasked Estep 
Score: -20878040.000000 Penalty: 5948.069336
	Iteration 46Q: 3 clusters Score -2.087804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 159168 members 
Entering Unmasked Estep 
Score: -20878022.000000 Penalty: 5948.069336
	Iteration 47Q: 3 clusters Score -2.087802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 159185 members 
Entering Unmasked Estep 
Score: -20878020.000000 Penalty: 5948.069336
	Iteration 48Q: 3 clusters Score -2.087802e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 159205 members 
Entering Unmasked Estep 
Score: -20877994.000000 Penalty: 5948.069336
	Iteration 49Q: 3 clusters Score -2.087799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 159224 members 
Entering Unmasked Estep 
Score: -20877996.000000 Penalty: 5948.069336
	Iteration 50Q: 3 clusters Score -2.0878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 159239 members 
Entering Unmasked Estep 
Score: -20878010.000000 Penalty: 5948.069336
	Iteration 51Q: 3 clusters Score -2.087801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 159249 members 
Entering Unmasked Estep 
Score: -20878012.000000 Penalty: 5948.069336
	Iteration 52Q: 3 clusters Score -2.087801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 159258 members 
Entering Unmasked Estep 
Score: -20878014.000000 Penalty: 5948.069336
	Iteration 53Q: 3 clusters Score -2.087801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 159268 members 
Entering Unmasked Estep 
Score: -20878020.000000 Penalty: 5948.069336
	Iteration 54Q: 3 clusters Score -2.087802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 159276 members 
Entering Unmasked Estep 
Score: -20878036.000000 Penalty: 5948.069336
	Iteration 55Q: 3 clusters Score -2.087804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 159288 members 
Entering Unmasked Estep 
Score: -20878026.000000 Penalty: 5948.069336
	Iteration 56Q: 3 clusters Score -2.087803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 159294 members 
Entering Unmasked Estep 
Score: -20878030.000000 Penalty: 5948.069336
	Iteration 57Q: 3 clusters Score -2.087803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 159308 members 
Entering Unmasked Estep 
Score: -20878016.000000 Penalty: 5948.069336
	Iteration 58Q: 3 clusters Score -2.087802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 159317 members 
Entering Unmasked Estep 
Score: -20878032.000000 Penalty: 5948.069336
	Iteration 59Q: 3 clusters Score -2.087803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 159322 members 
Entering Unmasked Estep 
Score: -20878028.000000 Penalty: 5948.069336
	Iteration 60F: 3 clusters Score -2.087803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 159330 members 
Entering Unmasked Estep 
Score: -20878026.000000 Penalty: 5948.069336
	Iteration 61Q: 3 clusters Score -2.087803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -20878022.000000 Penalty: 5948.069336
	Iteration 62Q: 3 clusters Score -2.087802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 159343 members 
Entering Unmasked Estep 
Score: -20878030.000000 Penalty: 5948.069336
	Iteration 63Q: 3 clusters Score -2.087803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 159348 members 
Entering Unmasked Estep 
Score: -20878030.000000 Penalty: 5948.069336
	Iteration 64Q: 3 clusters Score -2.087803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -20878006.000000 Penalty: 5948.069336
	Iteration 65Q: 3 clusters Score -2.087801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 159368 members 
Entering Unmasked Estep 
Score: -20878002.000000 Penalty: 5948.069336
	Iteration 66Q: 3 clusters Score -2.0878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 159378 members 
Entering Unmasked Estep 
Score: -20878006.000000 Penalty: 5948.069336
	Iteration 67Q: 3 clusters Score -2.087801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 159385 members 
Entering Unmasked Estep 
Score: -20878002.000000 Penalty: 5948.069336
	Iteration 68Q: 3 clusters Score -2.0878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 159387 members 
Entering Unmasked Estep 
Score: -20878002.000000 Penalty: 5948.069336
	Iteration 69Q: 3 clusters Score -2.0878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 159389 members 
Entering Unmasked Estep 
Score: -20877996.000000 Penalty: 5948.069336
	Iteration 70Q: 3 clusters Score -2.0878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 159390 members 
Entering Unmasked Estep 
Score: -20878004.000000 Penalty: 5948.069336
	Iteration 71Q: 3 clusters Score -2.0878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -20878016.000000 Penalty: 5948.069336
	Iteration 72Q: 3 clusters Score -2.087802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 159392 members 
Entering Unmasked Estep 
Score: -20878012.000000 Penalty: 5948.069336
	Iteration 73Q: 3 clusters Score -2.087801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 159392 members 
Entering Unmasked Estep 
Score: -20878012.000000 Penalty: 5948.069336
	Iteration 74F: 3 clusters Score -2.087801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166983 members 
Entering Unmasked Estep 
Score: -21252818.000000 Penalty: 2982.360596
	Iteration 0F: 2 clusters Score -2.125282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 83649 members 
Entering Unmasked Estep 
Score: -21148010.000000 Penalty: 5964.721191
	Iteration 0F: 3 clusters Score -2.114801e+07 nChanged 79862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -21194226.000000 Penalty: 5964.721191
	Iteration 1F: 3 clusters Score -2.119423e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79414 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -21195200.000000 Penalty: 5964.721191
	Iteration 2Q: 3 clusters Score -2.11952e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 89939 members 
Entering Unmasked Estep 
Score: -21196530.000000 Penalty: 5964.721191
	Iteration 3Q: 3 clusters Score -2.119653e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -21198196.000000 Penalty: 5964.721191
	Iteration 4Q: 3 clusters Score -2.11982e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 98961 members 
Entering Unmasked Estep 
Score: -21201046.000000 Penalty: 5964.721191
	Iteration 5Q: 3 clusters Score -2.120105e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 106740 members 
Entering Unmasked Estep 
Score: -21205672.000000 Penalty: 5964.721191
	Iteration 6F: 3 clusters Score -2.120567e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 117275 members 
Entering Unmasked Estep 
Score: -21212812.000000 Penalty: 5964.721191
	Iteration 7F: 3 clusters Score -2.121281e+07 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 129862 members 
Entering Unmasked Estep 
Score: -21222316.000000 Penalty: 5964.721191
	Iteration 8F: 3 clusters Score -2.122232e+07 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 142557 members 
Entering Unmasked Estep 
Score: -21232396.000000 Penalty: 5964.721191
	Iteration 9F: 3 clusters Score -2.12324e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 153017 members 
Entering Unmasked Estep 
Score: -21240592.000000 Penalty: 5964.721191
	Iteration 10F: 3 clusters Score -2.124059e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 159931 members 
Entering Unmasked Estep 
Score: -21245732.000000 Penalty: 5964.721191
	Iteration 11Q: 3 clusters Score -2.124573e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 163638 members 
Entering Unmasked Estep 
Score: -21248138.000000 Penalty: 5964.721191
	Iteration 12Q: 3 clusters Score -2.124814e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 165327 members 
Entering Unmasked Estep 
Score: -21249202.000000 Penalty: 5964.721191
	Iteration 13Q: 3 clusters Score -2.12492e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 166009 members 
Entering Unmasked Estep 
Score: -21249728.000000 Penalty: 5964.721191
	Iteration 14Q: 3 clusters Score -2.124973e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 166265 members 
Entering Unmasked Estep 
Score: -21249860.000000 Penalty: 5964.721191
	Iteration 15Q: 3 clusters Score -2.124986e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 166369 members 
Entering Unmasked Estep 
Score: -21249988.000000 Penalty: 5964.721191
	Iteration 16Q: 3 clusters Score -2.124999e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 166433 members 
Entering Unmasked Estep 
Score: -21250072.000000 Penalty: 5964.721191
	Iteration 17Q: 3 clusters Score -2.125007e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 166477 members 
Entering Unmasked Estep 
Score: -21250142.000000 Penalty: 5964.721191
	Iteration 18Q: 3 clusters Score -2.125014e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 166508 members 
Entering Unmasked Estep 
Score: -21250192.000000 Penalty: 5964.721191
	Iteration 19Q: 3 clusters Score -2.125019e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 166525 members 
Entering Unmasked Estep 
Score: -21250236.000000 Penalty: 5964.721191
	Iteration 20F: 3 clusters Score -2.125024e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 166535 members 
Entering Unmasked Estep 
Score: -21250260.000000 Penalty: 5964.721191
	Iteration 21Q: 3 clusters Score -2.125026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 166539 members 
Entering Unmasked Estep 
Score: -21250262.000000 Penalty: 5964.721191
	Iteration 22Q: 3 clusters Score -2.125026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 166550 members 
Entering Unmasked Estep 
Score: -21250262.000000 Penalty: 5964.721191
	Iteration 23Q: 3 clusters Score -2.125026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 166559 members 
Entering Unmasked Estep 
Score: -21250266.000000 Penalty: 5964.721191
	Iteration 24Q: 3 clusters Score -2.125027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 166564 members 
Entering Unmasked Estep 
Score: -21250278.000000 Penalty: 5964.721191
	Iteration 25Q: 3 clusters Score -2.125028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 166568 members 
Entering Unmasked Estep 
Score: -21250288.000000 Penalty: 5964.721191
	Iteration 26Q: 3 clusters Score -2.125029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 166570 members 
Entering Unmasked Estep 
Score: -21250292.000000 Penalty: 5964.721191
	Iteration 27Q: 3 clusters Score -2.125029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 166571 members 
Entering Unmasked Estep 
Score: -21250298.000000 Penalty: 5964.721191
	Iteration 28Q: 3 clusters Score -2.12503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 166572 members 
Entering Unmasked Estep 
Score: -21250304.000000 Penalty: 5964.721191
	Iteration 29Q: 3 clusters Score -2.12503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 166571 members 
Entering Unmasked Estep 
Score: -21250306.000000 Penalty: 5964.721191
	Iteration 30Q: 3 clusters Score -2.125031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 166572 members 
Entering Unmasked Estep 
Score: -21250308.000000 Penalty: 5964.721191
	Iteration 31Q: 3 clusters Score -2.125031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 166574 members 
Entering Unmasked Estep 
Score: -21250298.000000 Penalty: 5964.721191
	Iteration 32Q: 3 clusters Score -2.12503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 166575 members 
Entering Unmasked Estep 
Score: -21250310.000000 Penalty: 5964.721191
	Iteration 33Q: 3 clusters Score -2.125031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 166576 members 
Entering Unmasked Estep 
Score: -21250308.000000 Penalty: 5964.721191
	Iteration 34Q: 3 clusters Score -2.125031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 166573 members 
Entering Unmasked Estep 
Score: -21250314.000000 Penalty: 5964.721191
	Iteration 35Q: 3 clusters Score -2.125031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 166573 members 
Entering Unmasked Estep 
Score: -21250314.000000 Penalty: 5964.721191
	Iteration 36F: 3 clusters Score -2.125031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Entering Unmasked Estep 
Score: -1475537.500000 Penalty: 2333.987305
	Iteration 0F: 2 clusters Score -1475538 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 6091 members 
Entering Unmasked Estep 
Score: -1466416.500000 Penalty: 4667.974609
	Iteration 0F: 3 clusters Score -1466416 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1469302.750000 Penalty: 4667.974609
	Iteration 1F: 3 clusters Score -1469303 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1469765.500000 Penalty: 4667.974609
	Iteration 2F: 3 clusters Score -1469766 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1470256.375000 Penalty: 4667.974609
	Iteration 3F: 3 clusters Score -1470256 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1470777.750000 Penalty: 4667.974609
	Iteration 4F: 3 clusters Score -1470778 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1471344.625000 Penalty: 4667.974609
	Iteration 5F: 3 clusters Score -1471345 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1471995.125000 Penalty: 4667.974609
	Iteration 6F: 3 clusters Score -1471995 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1472609.625000 Penalty: 4667.974609
	Iteration 7F: 3 clusters Score -1472610 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1473063.250000 Penalty: 4667.974609
	Iteration 8F: 3 clusters Score -1473063 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1473416.875000 Penalty: 4667.974609
	Iteration 9Q: 3 clusters Score -1473417 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1473719.500000 Penalty: 4667.974609
	Iteration 10Q: 3 clusters Score -1473720 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1473942.750000 Penalty: 4667.974609
	Iteration 11Q: 3 clusters Score -1473943 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1474106.625000 Penalty: 4667.974609
	Iteration 12Q: 3 clusters Score -1474107 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1474227.500000 Penalty: 4667.974609
	Iteration 13Q: 3 clusters Score -1474228 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1474295.125000 Penalty: 4667.974609
	Iteration 14Q: 3 clusters Score -1474295 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1474357.125000 Penalty: 4667.974609
	Iteration 15Q: 3 clusters Score -1474357 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1474414.625000 Penalty: 4667.974609
	Iteration 16Q: 3 clusters Score -1474415 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1474467.625000 Penalty: 4667.974609
	Iteration 17Q: 3 clusters Score -1474468 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1474512.000000 Penalty: 4667.974609
	Iteration 18Q: 3 clusters Score -1474512 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1474548.250000 Penalty: 4667.974609
	Iteration 19Q: 3 clusters Score -1474548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1474576.375000 Penalty: 4667.974609
	Iteration 20F: 3 clusters Score -1474576 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1474607.875000 Penalty: 4667.974609
	Iteration 21Q: 3 clusters Score -1474608 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1474644.625000 Penalty: 4667.974609
	Iteration 22Q: 3 clusters Score -1474645 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1474693.125000 Penalty: 4667.974609
	Iteration 23Q: 3 clusters Score -1474693 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1474729.750000 Penalty: 4667.974609
	Iteration 24Q: 3 clusters Score -1474730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1474765.500000 Penalty: 4667.974609
	Iteration 25Q: 3 clusters Score -1474766 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1474787.375000 Penalty: 4667.974609
	Iteration 26Q: 3 clusters Score -1474787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1474806.500000 Penalty: 4667.974609
	Iteration 27Q: 3 clusters Score -1474806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1474823.875000 Penalty: 4667.974609
	Iteration 28Q: 3 clusters Score -1474824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1474833.875000 Penalty: 4667.974609
	Iteration 29Q: 3 clusters Score -1474834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1474836.500000 Penalty: 4667.974609
	Iteration 30Q: 3 clusters Score -1474836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1474837.250000 Penalty: 4667.974609
	Iteration 31Q: 3 clusters Score -1474837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1474839.750000 Penalty: 4667.974609
	Iteration 32Q: 3 clusters Score -1474840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1474847.625000 Penalty: 4667.974609
	Iteration 33Q: 3 clusters Score -1474848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1474844.875000 Penalty: 4667.974609
	Iteration 34Q: 3 clusters Score -1474845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1474845.625000 Penalty: 4667.974609
	Iteration 35Q: 3 clusters Score -1474846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1474847.375000 Penalty: 4667.974609
	Iteration 36Q: 3 clusters Score -1474847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1474844.750000 Penalty: 4667.974609
	Iteration 37Q: 3 clusters Score -1474845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1474845.500000 Penalty: 4667.974609
	Iteration 38Q: 3 clusters Score -1474846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1474846.375000 Penalty: 4667.974609
	Iteration 39Q: 3 clusters Score -1474846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1474845.625000 Penalty: 4667.974609
	Iteration 40F: 3 clusters Score -1474846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1474847.500000 Penalty: 4667.974609
	Iteration 41Q: 3 clusters Score -1474848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1474847.375000 Penalty: 4667.974609
	Iteration 42Q: 3 clusters Score -1474847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1474847.875000 Penalty: 4667.974609
	Iteration 43Q: 3 clusters Score -1474848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1474847.875000 Penalty: 4667.974609
	Iteration 44F: 3 clusters Score -1474848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Entering Unmasked Estep 
Score: -362203.781250 Penalty: 2009.140869
	Iteration 0F: 2 clusters Score -362203.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -358980.187500 Penalty: 4018.281738
	Iteration 0F: 3 clusters Score -358980.2 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -361903.468750 Penalty: 4018.281738
	Iteration 1F: 3 clusters Score -361903.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -364343.968750 Penalty: 4018.281738
	Iteration 2F: 3 clusters Score -364344 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -365417.375000 Penalty: 4018.281738
	Iteration 3F: 3 clusters Score -365417.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -366630.000000 Penalty: 4018.281738
	Iteration 4F: 3 clusters Score -366630 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -367546.937500 Penalty: 4018.281738
	Iteration 5F: 3 clusters Score -367546.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -368022.406250 Penalty: 4018.281738
	Iteration 6F: 3 clusters Score -368022.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -368293.687500 Penalty: 4018.281738
	Iteration 7Q: 3 clusters Score -368293.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -368753.468750 Penalty: 4018.281738
	Iteration 8Q: 3 clusters Score -368753.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -369665.968750 Penalty: 4018.281738
	Iteration 9Q: 3 clusters Score -369666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -369809.687500 Penalty: 4018.281738
	Iteration 10Q: 3 clusters Score -369809.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -369834.687500 Penalty: 4018.281738
	Iteration 11Q: 3 clusters Score -369834.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -369839.625000 Penalty: 4018.281738
	Iteration 12Q: 3 clusters Score -369839.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -369840.093750 Penalty: 4018.281738
	Iteration 13Q: 3 clusters Score -369840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -369839.781250 Penalty: 4018.281738
	Iteration 14Q: 3 clusters Score -369839.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -369841.468750 Penalty: 4018.281738
	Iteration 15Q: 3 clusters Score -369841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -369842.343750 Penalty: 4018.281738
	Iteration 16Q: 3 clusters Score -369842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -369842.750000 Penalty: 4018.281738
	Iteration 17Q: 3 clusters Score -369842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -369843.687500 Penalty: 4018.281738
	Iteration 18Q: 3 clusters Score -369843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -369843.687500 Penalty: 4018.281738
	Iteration 19F: 3 clusters Score -369843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 23088 members 
Mstep: Class 3 contains 93745 members 
Mstep: Class 4 contains 285542 members 
Mstep: Class 5 contains 39856 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 151148 members 
Mstep: Class 8 contains 58178 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 46755 members 
Mstep: Class 11 contains 161470 members 
Mstep: Class 12 contains 166983 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 5326 members 
Mstep: Class 17 contains 33323 members 
Mstep: Class 18 contains 2703 members 
Mstep: Class 19 contains 53267 members 
Mstep: Class 20 contains 53501 members 
Mstep: Class 21 contains 16070 members 
Mstep: Class 22 contains 36919 members 
Mstep: Class 23 contains 3071 members 
Mstep: Class 24 contains 1856 members 
Entering Unmasked Estep 
Score: -157667056.000000 Penalty: 83631.859375
Splitting cluster 14 changes total score from -157658736.000000 to -157667056.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -347704.125000 Penalty: 1972.074097
	Iteration 0F: 2 clusters Score -347704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -344513.718750 Penalty: 3944.148193
	Iteration 0F: 3 clusters Score -344513.7 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -345143.750000 Penalty: 3944.148193
	Iteration 1F: 3 clusters Score -345143.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -345331.093750 Penalty: 3944.148193
	Iteration 2F: 3 clusters Score -345331.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -345459.531250 Penalty: 3944.148193
	Iteration 3F: 3 clusters Score -345459.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -345552.187500 Penalty: 3944.148193
	Iteration 4Q: 3 clusters Score -345552.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -345641.250000 Penalty: 3944.148193
	Iteration 5Q: 3 clusters Score -345641.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -345719.218750 Penalty: 3944.148193
	Iteration 6Q: 3 clusters Score -345719.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -345814.468750 Penalty: 3944.148193
	Iteration 7Q: 3 clusters Score -345814.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -345904.562500 Penalty: 3944.148193
	Iteration 8Q: 3 clusters Score -345904.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -346007.281250 Penalty: 3944.148193
	Iteration 9Q: 3 clusters Score -346007.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -346093.906250 Penalty: 3944.148193
	Iteration 10Q: 3 clusters Score -346093.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -346184.437500 Penalty: 3944.148193
	Iteration 11Q: 3 clusters Score -346184.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -346285.906250 Penalty: 3944.148193
	Iteration 12Q: 3 clusters Score -346285.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -346370.656250 Penalty: 3944.148193
	Iteration 13Q: 3 clusters Score -346370.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -346420.343750 Penalty: 3944.148193
	Iteration 14Q: 3 clusters Score -346420.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -346449.656250 Penalty: 3944.148193
	Iteration 15Q: 3 clusters Score -346449.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -346470.593750 Penalty: 3944.148193
	Iteration 16Q: 3 clusters Score -346470.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -346483.937500 Penalty: 3944.148193
	Iteration 17Q: 3 clusters Score -346483.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -346493.843750 Penalty: 3944.148193
	Iteration 18Q: 3 clusters Score -346493.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -346503.062500 Penalty: 3944.148193
	Iteration 19Q: 3 clusters Score -346503.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -346515.843750 Penalty: 3944.148193
	Iteration 20F: 3 clusters Score -346515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -346525.031250 Penalty: 3944.148193
	Iteration 21Q: 3 clusters Score -346525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -346533.437500 Penalty: 3944.148193
	Iteration 22Q: 3 clusters Score -346533.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -346544.500000 Penalty: 3944.148193
	Iteration 23Q: 3 clusters Score -346544.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -346553.687500 Penalty: 3944.148193
	Iteration 24Q: 3 clusters Score -346553.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -346559.968750 Penalty: 3944.148193
	Iteration 25Q: 3 clusters Score -346560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -346563.750000 Penalty: 3944.148193
	Iteration 26Q: 3 clusters Score -346563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -346565.625000 Penalty: 3944.148193
	Iteration 27Q: 3 clusters Score -346565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -346569.906250 Penalty: 3944.148193
	Iteration 28Q: 3 clusters Score -346569.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -346572.843750 Penalty: 3944.148193
	Iteration 29Q: 3 clusters Score -346572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -346574.406250 Penalty: 3944.148193
	Iteration 30Q: 3 clusters Score -346574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -346576.312500 Penalty: 3944.148193
	Iteration 31Q: 3 clusters Score -346576.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -346576.312500 Penalty: 3944.148193
	Iteration 32F: 3 clusters Score -346576.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Entering Unmasked Estep 
Score: -4180822.500000 Penalty: 2582.672852
	Iteration 0F: 2 clusters Score -4180822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -4158082.000000 Penalty: 5165.345703
	Iteration 0F: 3 clusters Score -4158082 nChanged 15103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -4166439.000000 Penalty: 5165.345703
	Iteration 1F: 3 clusters Score -4166439 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -4167114.750000 Penalty: 5165.345703
	Iteration 2Q: 3 clusters Score -4167115 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -4167961.750000 Penalty: 5165.345703
	Iteration 3F: 3 clusters Score -4167962 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -4169059.000000 Penalty: 5165.345703
	Iteration 4F: 3 clusters Score -4169059 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -4170655.750000 Penalty: 5165.345703
	Iteration 5F: 3 clusters Score -4170656 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -4172611.500000 Penalty: 5165.345703
	Iteration 6F: 3 clusters Score -4172612 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -4174836.750000 Penalty: 5165.345703
	Iteration 7F: 3 clusters Score -4174837 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -4176841.750000 Penalty: 5165.345703
	Iteration 8F: 3 clusters Score -4176842 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -4178356.750000 Penalty: 5165.345703
	Iteration 9Q: 3 clusters Score -4178357 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -4179117.250000 Penalty: 5165.345703
	Iteration 10Q: 3 clusters Score -4179117 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4179495.500000 Penalty: 5165.345703
	Iteration 11Q: 3 clusters Score -4179496 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4179735.500000 Penalty: 5165.345703
	Iteration 12Q: 3 clusters Score -4179736 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4179846.250000 Penalty: 5165.345703
	Iteration 13Q: 3 clusters Score -4179846 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -4179929.750000 Penalty: 5165.345703
	Iteration 14Q: 3 clusters Score -4179930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -4180008.750000 Penalty: 5165.345703
	Iteration 15Q: 3 clusters Score -4180009 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4180050.000000 Penalty: 5165.345703
	Iteration 16Q: 3 clusters Score -4180050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4180088.750000 Penalty: 5165.345703
	Iteration 17Q: 3 clusters Score -4180089 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -4180123.750000 Penalty: 5165.345703
	Iteration 18Q: 3 clusters Score -4180124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -4180135.250000 Penalty: 5165.345703
	Iteration 19Q: 3 clusters Score -4180135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -4180146.750000 Penalty: 5165.345703
	Iteration 20F: 3 clusters Score -4180147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -4180168.250000 Penalty: 5165.345703
	Iteration 21Q: 3 clusters Score -4180168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -4180166.000000 Penalty: 5165.345703
	Iteration 22Q: 3 clusters Score -4180166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -4180171.250000 Penalty: 5165.345703
	Iteration 23Q: 3 clusters Score -4180171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -4180174.000000 Penalty: 5165.345703
	Iteration 24Q: 3 clusters Score -4180174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4180185.500000 Penalty: 5165.345703
	Iteration 25Q: 3 clusters Score -4180186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4180197.750000 Penalty: 5165.345703
	Iteration 26Q: 3 clusters Score -4180198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4180206.500000 Penalty: 5165.345703
	Iteration 27Q: 3 clusters Score -4180206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -4180207.500000 Penalty: 5165.345703
	Iteration 28Q: 3 clusters Score -4180208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4180209.250000 Penalty: 5165.345703
	Iteration 29Q: 3 clusters Score -4180209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4180209.750000 Penalty: 5165.345703
	Iteration 30Q: 3 clusters Score -4180210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -4180215.750000 Penalty: 5165.345703
	Iteration 31Q: 3 clusters Score -4180216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4180224.250000 Penalty: 5165.345703
	Iteration 32Q: 3 clusters Score -4180224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -4180222.500000 Penalty: 5165.345703
	Iteration 33Q: 3 clusters Score -4180222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -4180226.250000 Penalty: 5165.345703
	Iteration 34Q: 3 clusters Score -4180226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -4180228.000000 Penalty: 5165.345703
	Iteration 35Q: 3 clusters Score -4180228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4180225.250000 Penalty: 5165.345703
	Iteration 36Q: 3 clusters Score -4180225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -4180225.250000 Penalty: 5165.345703
	Iteration 37Q: 3 clusters Score -4180225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4180228.250000 Penalty: 5165.345703
	Iteration 38Q: 3 clusters Score -4180228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4180228.250000 Penalty: 5165.345703
	Iteration 39F: 3 clusters Score -4180228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Entering Unmasked Estep 
Score: -6953155.500000 Penalty: 2699.001953
	Iteration 0F: 2 clusters Score -6953156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -6917266.000000 Penalty: 5398.003906
	Iteration 0F: 3 clusters Score -6917266 nChanged 24686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -6930885.500000 Penalty: 5398.003906
	Iteration 1F: 3 clusters Score -6930886 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -6931490.500000 Penalty: 5398.003906
	Iteration 2Q: 3 clusters Score -6931490 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -6932115.000000 Penalty: 5398.003906
	Iteration 3Q: 3 clusters Score -6932115 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -6932700.500000 Penalty: 5398.003906
	Iteration 4Q: 3 clusters Score -6932700 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -6933452.500000 Penalty: 5398.003906
	Iteration 5Q: 3 clusters Score -6933452 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -6934439.500000 Penalty: 5398.003906
	Iteration 6Q: 3 clusters Score -6934440 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -6935709.000000 Penalty: 5398.003906
	Iteration 7Q: 3 clusters Score -6935709 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -6937626.500000 Penalty: 5398.003906
	Iteration 8F: 3 clusters Score -6937626 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -6940064.500000 Penalty: 5398.003906
	Iteration 9F: 3 clusters Score -6940064 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -6943153.000000 Penalty: 5398.003906
	Iteration 10F: 3 clusters Score -6943153 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -6945757.000000 Penalty: 5398.003906
	Iteration 11F: 3 clusters Score -6945757 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -6947221.500000 Penalty: 5398.003906
	Iteration 12Q: 3 clusters Score -6947222 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -6947742.000000 Penalty: 5398.003906
	Iteration 13Q: 3 clusters Score -6947742 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -6947976.500000 Penalty: 5398.003906
	Iteration 14Q: 3 clusters Score -6947976 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -6948144.000000 Penalty: 5398.003906
	Iteration 15Q: 3 clusters Score -6948144 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -6948259.500000 Penalty: 5398.003906
	Iteration 16Q: 3 clusters Score -6948260 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -6948281.000000 Penalty: 5398.003906
	Iteration 17Q: 3 clusters Score -6948281 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -6948345.500000 Penalty: 5398.003906
	Iteration 18Q: 3 clusters Score -6948346 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -6948416.000000 Penalty: 5398.003906
	Iteration 19Q: 3 clusters Score -6948416 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -6948459.500000 Penalty: 5398.003906
	Iteration 20F: 3 clusters Score -6948460 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -6948506.000000 Penalty: 5398.003906
	Iteration 21Q: 3 clusters Score -6948506 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -6948550.000000 Penalty: 5398.003906
	Iteration 22Q: 3 clusters Score -6948550 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -6948572.500000 Penalty: 5398.003906
	Iteration 23Q: 3 clusters Score -6948572 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -6948618.000000 Penalty: 5398.003906
	Iteration 24Q: 3 clusters Score -6948618 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -6948671.500000 Penalty: 5398.003906
	Iteration 25Q: 3 clusters Score -6948672 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -6948716.000000 Penalty: 5398.003906
	Iteration 26Q: 3 clusters Score -6948716 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -6948732.500000 Penalty: 5398.003906
	Iteration 27Q: 3 clusters Score -6948732 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -6948790.500000 Penalty: 5398.003906
	Iteration 28Q: 3 clusters Score -6948790 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -6948820.500000 Penalty: 5398.003906
	Iteration 29Q: 3 clusters Score -6948820 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -6948857.500000 Penalty: 5398.003906
	Iteration 30Q: 3 clusters Score -6948858 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -6948912.000000 Penalty: 5398.003906
	Iteration 31Q: 3 clusters Score -6948912 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -6948952.000000 Penalty: 5398.003906
	Iteration 32Q: 3 clusters Score -6948952 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -6948986.500000 Penalty: 5398.003906
	Iteration 33Q: 3 clusters Score -6948986 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -6949052.500000 Penalty: 5398.003906
	Iteration 34Q: 3 clusters Score -6949052 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -6949143.500000 Penalty: 5398.003906
	Iteration 35Q: 3 clusters Score -6949144 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -6949220.000000 Penalty: 5398.003906
	Iteration 36Q: 3 clusters Score -6949220 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -6949271.000000 Penalty: 5398.003906
	Iteration 37Q: 3 clusters Score -6949271 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -6949319.500000 Penalty: 5398.003906
	Iteration 38Q: 3 clusters Score -6949320 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -6949401.000000 Penalty: 5398.003906
	Iteration 39Q: 3 clusters Score -6949401 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -6949504.000000 Penalty: 5398.003906
	Iteration 40F: 3 clusters Score -6949504 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -6949580.000000 Penalty: 5398.003906
	Iteration 41Q: 3 clusters Score -6949580 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -6949645.500000 Penalty: 5398.003906
	Iteration 42Q: 3 clusters Score -6949646 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -6949698.500000 Penalty: 5398.003906
	Iteration 43Q: 3 clusters Score -6949698 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -6949761.500000 Penalty: 5398.003906
	Iteration 44Q: 3 clusters Score -6949762 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -6949797.000000 Penalty: 5398.003906
	Iteration 45Q: 3 clusters Score -6949797 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -6949811.500000 Penalty: 5398.003906
	Iteration 46Q: 3 clusters Score -6949812 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -6949883.500000 Penalty: 5398.003906
	Iteration 47Q: 3 clusters Score -6949884 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -6949923.500000 Penalty: 5398.003906
	Iteration 48Q: 3 clusters Score -6949924 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -6949972.000000 Penalty: 5398.003906
	Iteration 49Q: 3 clusters Score -6949972 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -6950017.000000 Penalty: 5398.003906
	Iteration 50Q: 3 clusters Score -6950017 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -6950032.500000 Penalty: 5398.003906
	Iteration 51Q: 3 clusters Score -6950032 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -6950083.000000 Penalty: 5398.003906
	Iteration 52Q: 3 clusters Score -6950083 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -6950117.000000 Penalty: 5398.003906
	Iteration 53Q: 3 clusters Score -6950117 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -6950133.000000 Penalty: 5398.003906
	Iteration 54Q: 3 clusters Score -6950133 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -6950153.000000 Penalty: 5398.003906
	Iteration 55Q: 3 clusters Score -6950153 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -6950168.500000 Penalty: 5398.003906
	Iteration 56Q: 3 clusters Score -6950168 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -6950190.500000 Penalty: 5398.003906
	Iteration 57Q: 3 clusters Score -6950190 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -6950227.500000 Penalty: 5398.003906
	Iteration 58Q: 3 clusters Score -6950228 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -6950266.000000 Penalty: 5398.003906
	Iteration 59Q: 3 clusters Score -6950266 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -6950288.000000 Penalty: 5398.003906
	Iteration 60F: 3 clusters Score -6950288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -6950311.000000 Penalty: 5398.003906
	Iteration 61Q: 3 clusters Score -6950311 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -6950337.500000 Penalty: 5398.003906
	Iteration 62Q: 3 clusters Score -6950338 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -6950355.500000 Penalty: 5398.003906
	Iteration 63Q: 3 clusters Score -6950356 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -6950402.000000 Penalty: 5398.003906
	Iteration 64Q: 3 clusters Score -6950402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -6950400.500000 Penalty: 5398.003906
	Iteration 65Q: 3 clusters Score -6950400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -6950433.000000 Penalty: 5398.003906
	Iteration 66Q: 3 clusters Score -6950433 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6950448.000000 Penalty: 5398.003906
	Iteration 67Q: 3 clusters Score -6950448 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6950474.500000 Penalty: 5398.003906
	Iteration 68Q: 3 clusters Score -6950474 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -6950504.500000 Penalty: 5398.003906
	Iteration 69Q: 3 clusters Score -6950504 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6950517.000000 Penalty: 5398.003906
	Iteration 70Q: 3 clusters Score -6950517 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6950538.000000 Penalty: 5398.003906
	Iteration 71Q: 3 clusters Score -6950538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6950566.000000 Penalty: 5398.003906
	Iteration 72Q: 3 clusters Score -6950566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6950580.000000 Penalty: 5398.003906
	Iteration 73Q: 3 clusters Score -6950580 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6950582.000000 Penalty: 5398.003906
	Iteration 74Q: 3 clusters Score -6950582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -6950583.000000 Penalty: 5398.003906
	Iteration 75Q: 3 clusters Score -6950583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6950602.000000 Penalty: 5398.003906
	Iteration 76Q: 3 clusters Score -6950602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -6950610.500000 Penalty: 5398.003906
	Iteration 77Q: 3 clusters Score -6950610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -6950626.000000 Penalty: 5398.003906
	Iteration 78Q: 3 clusters Score -6950626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6950646.500000 Penalty: 5398.003906
	Iteration 79Q: 3 clusters Score -6950646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -6950673.000000 Penalty: 5398.003906
	Iteration 80F: 3 clusters Score -6950673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6950699.000000 Penalty: 5398.003906
	Iteration 81Q: 3 clusters Score -6950699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6950715.500000 Penalty: 5398.003906
	Iteration 82Q: 3 clusters Score -6950716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6950718.500000 Penalty: 5398.003906
	Iteration 83Q: 3 clusters Score -6950718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6950732.000000 Penalty: 5398.003906
	Iteration 84Q: 3 clusters Score -6950732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6950740.000000 Penalty: 5398.003906
	Iteration 85Q: 3 clusters Score -6950740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6950737.500000 Penalty: 5398.003906
	Iteration 86Q: 3 clusters Score -6950738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6950757.000000 Penalty: 5398.003906
	Iteration 87Q: 3 clusters Score -6950757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6950758.000000 Penalty: 5398.003906
	Iteration 88Q: 3 clusters Score -6950758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6950764.500000 Penalty: 5398.003906
	Iteration 89Q: 3 clusters Score -6950764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6950766.000000 Penalty: 5398.003906
	Iteration 90Q: 3 clusters Score -6950766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6950776.500000 Penalty: 5398.003906
	Iteration 91Q: 3 clusters Score -6950776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6950770.000000 Penalty: 5398.003906
	Iteration 92Q: 3 clusters Score -6950770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6950773.000000 Penalty: 5398.003906
	Iteration 93Q: 3 clusters Score -6950773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6950780.500000 Penalty: 5398.003906
	Iteration 94Q: 3 clusters Score -6950780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6950789.500000 Penalty: 5398.003906
	Iteration 95Q: 3 clusters Score -6950790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6950784.000000 Penalty: 5398.003906
	Iteration 96Q: 3 clusters Score -6950784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6950790.500000 Penalty: 5398.003906
	Iteration 97Q: 3 clusters Score -6950790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6950786.500000 Penalty: 5398.003906
	Iteration 98Q: 3 clusters Score -6950786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6950804.000000 Penalty: 5398.003906
	Iteration 99Q: 3 clusters Score -6950804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6950801.500000 Penalty: 5398.003906
	Iteration 100F: 3 clusters Score -6950802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6950810.000000 Penalty: 5398.003906
	Iteration 101Q: 3 clusters Score -6950810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6950812.000000 Penalty: 5398.003906
	Iteration 102Q: 3 clusters Score -6950812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6950819.000000 Penalty: 5398.003906
	Iteration 103Q: 3 clusters Score -6950819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6950816.000000 Penalty: 5398.003906
	Iteration 104Q: 3 clusters Score -6950816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6950828.500000 Penalty: 5398.003906
	Iteration 105Q: 3 clusters Score -6950828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6950818.500000 Penalty: 5398.003906
	Iteration 106Q: 3 clusters Score -6950818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6950819.000000 Penalty: 5398.003906
	Iteration 107Q: 3 clusters Score -6950819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6950820.500000 Penalty: 5398.003906
	Iteration 108Q: 3 clusters Score -6950820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6950830.500000 Penalty: 5398.003906
	Iteration 109Q: 3 clusters Score -6950830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6950829.500000 Penalty: 5398.003906
	Iteration 110Q: 3 clusters Score -6950830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6950833.500000 Penalty: 5398.003906
	Iteration 111Q: 3 clusters Score -6950834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6950840.500000 Penalty: 5398.003906
	Iteration 112Q: 3 clusters Score -6950840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6950834.000000 Penalty: 5398.003906
	Iteration 113Q: 3 clusters Score -6950834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6950848.500000 Penalty: 5398.003906
	Iteration 114Q: 3 clusters Score -6950848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6950848.000000 Penalty: 5398.003906
	Iteration 115Q: 3 clusters Score -6950848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6950847.000000 Penalty: 5398.003906
	Iteration 116Q: 3 clusters Score -6950847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6950843.000000 Penalty: 5398.003906
	Iteration 117Q: 3 clusters Score -6950843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6950854.500000 Penalty: 5398.003906
	Iteration 118Q: 3 clusters Score -6950854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6950858.000000 Penalty: 5398.003906
	Iteration 119Q: 3 clusters Score -6950858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6950863.500000 Penalty: 5398.003906
	Iteration 120F: 3 clusters Score -6950864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6950861.500000 Penalty: 5398.003906
	Iteration 121Q: 3 clusters Score -6950862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6950870.000000 Penalty: 5398.003906
	Iteration 122Q: 3 clusters Score -6950870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6950868.500000 Penalty: 5398.003906
	Iteration 123Q: 3 clusters Score -6950868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6950876.000000 Penalty: 5398.003906
	Iteration 124Q: 3 clusters Score -6950876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6950876.500000 Penalty: 5398.003906
	Iteration 125Q: 3 clusters Score -6950876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6950876.500000 Penalty: 5398.003906
	Iteration 126F: 3 clusters Score -6950876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Entering Unmasked Estep 
Score: -6970224.000000 Penalty: 2700.089111
	Iteration 0F: 2 clusters Score -6970224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -6934233.000000 Penalty: 5400.178223
	Iteration 0F: 3 clusters Score -6934233 nChanged 24666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -6948669.000000 Penalty: 5400.178223
	Iteration 1F: 3 clusters Score -6948669 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -6950274.000000 Penalty: 5400.178223
	Iteration 2F: 3 clusters Score -6950274 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -6952662.000000 Penalty: 5400.178223
	Iteration 3F: 3 clusters Score -6952662 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -6956273.500000 Penalty: 5400.178223
	Iteration 4F: 3 clusters Score -6956274 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -6960491.000000 Penalty: 5400.178223
	Iteration 5F: 3 clusters Score -6960491 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -6963902.500000 Penalty: 5400.178223
	Iteration 6F: 3 clusters Score -6963902 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -6965800.000000 Penalty: 5400.178223
	Iteration 7Q: 3 clusters Score -6965800 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6966777.500000 Penalty: 5400.178223
	Iteration 8Q: 3 clusters Score -6966778 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6967254.000000 Penalty: 5400.178223
	Iteration 9Q: 3 clusters Score -6967254 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6967515.500000 Penalty: 5400.178223
	Iteration 10Q: 3 clusters Score -6967516 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6967619.000000 Penalty: 5400.178223
	Iteration 11Q: 3 clusters Score -6967619 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6967707.500000 Penalty: 5400.178223
	Iteration 12Q: 3 clusters Score -6967708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6967759.000000 Penalty: 5400.178223
	Iteration 13Q: 3 clusters Score -6967759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6967782.500000 Penalty: 5400.178223
	Iteration 14Q: 3 clusters Score -6967782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6967805.000000 Penalty: 5400.178223
	Iteration 15Q: 3 clusters Score -6967805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6967828.000000 Penalty: 5400.178223
	Iteration 16Q: 3 clusters Score -6967828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6967843.500000 Penalty: 5400.178223
	Iteration 17Q: 3 clusters Score -6967844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6967851.000000 Penalty: 5400.178223
	Iteration 18Q: 3 clusters Score -6967851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6967877.000000 Penalty: 5400.178223
	Iteration 19Q: 3 clusters Score -6967877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6967886.500000 Penalty: 5400.178223
	Iteration 20F: 3 clusters Score -6967886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6967898.500000 Penalty: 5400.178223
	Iteration 21Q: 3 clusters Score -6967898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6967904.000000 Penalty: 5400.178223
	Iteration 22Q: 3 clusters Score -6967904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6967915.500000 Penalty: 5400.178223
	Iteration 23Q: 3 clusters Score -6967916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6967917.500000 Penalty: 5400.178223
	Iteration 24Q: 3 clusters Score -6967918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6967919.500000 Penalty: 5400.178223
	Iteration 25Q: 3 clusters Score -6967920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6967922.000000 Penalty: 5400.178223
	Iteration 26Q: 3 clusters Score -6967922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6967925.500000 Penalty: 5400.178223
	Iteration 27Q: 3 clusters Score -6967926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6967927.500000 Penalty: 5400.178223
	Iteration 28Q: 3 clusters Score -6967928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6967930.500000 Penalty: 5400.178223
	Iteration 29Q: 3 clusters Score -6967930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6967938.000000 Penalty: 5400.178223
	Iteration 30Q: 3 clusters Score -6967938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6967941.500000 Penalty: 5400.178223
	Iteration 31Q: 3 clusters Score -6967942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6967941.500000 Penalty: 5400.178223
	Iteration 32F: 3 clusters Score -6967942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Entering Unmasked Estep 
Score: -1958352.375000 Penalty: 2401.807861
	Iteration 0F: 2 clusters Score -1958352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1946763.000000 Penalty: 4803.615723
	Iteration 0F: 3 clusters Score -1946763 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1950649.375000 Penalty: 4803.615723
	Iteration 1F: 3 clusters Score -1950649 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1951218.375000 Penalty: 4803.615723
	Iteration 2F: 3 clusters Score -1951218 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1951722.375000 Penalty: 4803.615723
	Iteration 3F: 3 clusters Score -1951722 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1952169.875000 Penalty: 4803.615723
	Iteration 4F: 3 clusters Score -1952170 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1952516.375000 Penalty: 4803.615723
	Iteration 5Q: 3 clusters Score -1952516 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1952832.125000 Penalty: 4803.615723
	Iteration 6Q: 3 clusters Score -1952832 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1953137.750000 Penalty: 4803.615723
	Iteration 7Q: 3 clusters Score -1953138 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1953422.000000 Penalty: 4803.615723
	Iteration 8Q: 3 clusters Score -1953422 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1953679.000000 Penalty: 4803.615723
	Iteration 9Q: 3 clusters Score -1953679 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1953898.000000 Penalty: 4803.615723
	Iteration 10Q: 3 clusters Score -1953898 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1954067.625000 Penalty: 4803.615723
	Iteration 11Q: 3 clusters Score -1954068 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1954219.625000 Penalty: 4803.615723
	Iteration 12Q: 3 clusters Score -1954220 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1954362.125000 Penalty: 4803.615723
	Iteration 13Q: 3 clusters Score -1954362 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1954494.500000 Penalty: 4803.615723
	Iteration 14Q: 3 clusters Score -1954494 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1954603.125000 Penalty: 4803.615723
	Iteration 15Q: 3 clusters Score -1954603 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1954696.875000 Penalty: 4803.615723
	Iteration 16Q: 3 clusters Score -1954697 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1954798.250000 Penalty: 4803.615723
	Iteration 17Q: 3 clusters Score -1954798 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1954905.375000 Penalty: 4803.615723
	Iteration 18Q: 3 clusters Score -1954905 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1955019.750000 Penalty: 4803.615723
	Iteration 19Q: 3 clusters Score -1955020 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1955128.875000 Penalty: 4803.615723
	Iteration 20F: 3 clusters Score -1955129 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1955275.500000 Penalty: 4803.615723
	Iteration 21Q: 3 clusters Score -1955276 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1955451.000000 Penalty: 4803.615723
	Iteration 22Q: 3 clusters Score -1955451 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1955640.125000 Penalty: 4803.615723
	Iteration 23Q: 3 clusters Score -1955640 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1955834.750000 Penalty: 4803.615723
	Iteration 24Q: 3 clusters Score -1955835 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1956058.250000 Penalty: 4803.615723
	Iteration 25Q: 3 clusters Score -1956058 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1956242.875000 Penalty: 4803.615723
	Iteration 26Q: 3 clusters Score -1956243 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1956362.500000 Penalty: 4803.615723
	Iteration 27Q: 3 clusters Score -1956362 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1956472.000000 Penalty: 4803.615723
	Iteration 28Q: 3 clusters Score -1956472 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1956557.375000 Penalty: 4803.615723
	Iteration 29Q: 3 clusters Score -1956557 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1956607.875000 Penalty: 4803.615723
	Iteration 30Q: 3 clusters Score -1956608 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1956659.125000 Penalty: 4803.615723
	Iteration 31Q: 3 clusters Score -1956659 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1956696.375000 Penalty: 4803.615723
	Iteration 32Q: 3 clusters Score -1956696 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1956729.250000 Penalty: 4803.615723
	Iteration 33Q: 3 clusters Score -1956729 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1956736.500000 Penalty: 4803.615723
	Iteration 34Q: 3 clusters Score -1956736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1956758.250000 Penalty: 4803.615723
	Iteration 35Q: 3 clusters Score -1956758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1956768.875000 Penalty: 4803.615723
	Iteration 36Q: 3 clusters Score -1956769 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1956767.625000 Penalty: 4803.615723
	Iteration 37Q: 3 clusters Score -1956768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1956778.625000 Penalty: 4803.615723
	Iteration 38Q: 3 clusters Score -1956779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1956779.125000 Penalty: 4803.615723
	Iteration 39Q: 3 clusters Score -1956779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1956782.875000 Penalty: 4803.615723
	Iteration 40F: 3 clusters Score -1956783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1956791.875000 Penalty: 4803.615723
	Iteration 41Q: 3 clusters Score -1956792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1956791.250000 Penalty: 4803.615723
	Iteration 42Q: 3 clusters Score -1956791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1956791.625000 Penalty: 4803.615723
	Iteration 43Q: 3 clusters Score -1956792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1956795.125000 Penalty: 4803.615723
	Iteration 44Q: 3 clusters Score -1956795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1956796.625000 Penalty: 4803.615723
	Iteration 45Q: 3 clusters Score -1956797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1956790.375000 Penalty: 4803.615723
	Iteration 46Q: 3 clusters Score -1956790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1956795.500000 Penalty: 4803.615723
	Iteration 47Q: 3 clusters Score -1956796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1956798.625000 Penalty: 4803.615723
	Iteration 48Q: 3 clusters Score -1956799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1956796.625000 Penalty: 4803.615723
	Iteration 49Q: 3 clusters Score -1956797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1956797.125000 Penalty: 4803.615723
	Iteration 50Q: 3 clusters Score -1956797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1956797.625000 Penalty: 4803.615723
	Iteration 51Q: 3 clusters Score -1956798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1956799.625000 Penalty: 4803.615723
	Iteration 52Q: 3 clusters Score -1956800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1956801.500000 Penalty: 4803.615723
	Iteration 53Q: 3 clusters Score -1956802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1956802.250000 Penalty: 4803.615723
	Iteration 54Q: 3 clusters Score -1956802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1956805.000000 Penalty: 4803.615723
	Iteration 55Q: 3 clusters Score -1956805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1956800.500000 Penalty: 4803.615723
	Iteration 56Q: 3 clusters Score -1956800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1956800.500000 Penalty: 4803.615723
	Iteration 57F: 3 clusters Score -1956800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Entering Unmasked Estep 
Score: -4383691.000000 Penalty: 2608.087402
	Iteration 0F: 2 clusters Score -4383691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -4358641.000000 Penalty: 5216.174805
	Iteration 0F: 3 clusters Score -4358641 nChanged 16874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4368939.500000 Penalty: 5216.174805
	Iteration 1F: 3 clusters Score -4368940 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -4370588.000000 Penalty: 5216.174805
	Iteration 2F: 3 clusters Score -4370588 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -4372753.000000 Penalty: 5216.174805
	Iteration 3F: 3 clusters Score -4372753 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -4375432.000000 Penalty: 5216.174805
	Iteration 4F: 3 clusters Score -4375432 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -4378158.000000 Penalty: 5216.174805
	Iteration 5F: 3 clusters Score -4378158 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -4380213.000000 Penalty: 5216.174805
	Iteration 6F: 3 clusters Score -4380213 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -4381608.000000 Penalty: 5216.174805
	Iteration 7Q: 3 clusters Score -4381608 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -4382581.000000 Penalty: 5216.174805
	Iteration 8Q: 3 clusters Score -4382581 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -4383084.500000 Penalty: 5216.174805
	Iteration 9Q: 3 clusters Score -4383084 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -4383313.500000 Penalty: 5216.174805
	Iteration 10Q: 3 clusters Score -4383314 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -4383429.000000 Penalty: 5216.174805
	Iteration 11Q: 3 clusters Score -4383429 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -4383513.500000 Penalty: 5216.174805
	Iteration 12Q: 3 clusters Score -4383514 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -4383571.000000 Penalty: 5216.174805
	Iteration 13Q: 3 clusters Score -4383571 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -4383636.000000 Penalty: 5216.174805
	Iteration 14Q: 3 clusters Score -4383636 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -4383685.500000 Penalty: 5216.174805
	Iteration 15Q: 3 clusters Score -4383686 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -4383719.500000 Penalty: 5216.174805
	Iteration 16Q: 3 clusters Score -4383720 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -4383732.000000 Penalty: 5216.174805
	Iteration 17Q: 3 clusters Score -4383732 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -4383778.500000 Penalty: 5216.174805
	Iteration 18Q: 3 clusters Score -4383778 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -4383800.500000 Penalty: 5216.174805
	Iteration 19Q: 3 clusters Score -4383800 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4383823.000000 Penalty: 5216.174805
	Iteration 20F: 3 clusters Score -4383823 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -4383829.000000 Penalty: 5216.174805
	Iteration 21Q: 3 clusters Score -4383829 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -4383827.500000 Penalty: 5216.174805
	Iteration 22Q: 3 clusters Score -4383828 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -4383834.500000 Penalty: 5216.174805
	Iteration 23Q: 3 clusters Score -4383834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -4383840.500000 Penalty: 5216.174805
	Iteration 24Q: 3 clusters Score -4383840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -4383847.000000 Penalty: 5216.174805
	Iteration 25Q: 3 clusters Score -4383847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -4383847.000000 Penalty: 5216.174805
	Iteration 26Q: 3 clusters Score -4383847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -4383853.500000 Penalty: 5216.174805
	Iteration 27Q: 3 clusters Score -4383854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4383851.000000 Penalty: 5216.174805
	Iteration 28Q: 3 clusters Score -4383851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4383846.500000 Penalty: 5216.174805
	Iteration 29Q: 3 clusters Score -4383846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -4383851.000000 Penalty: 5216.174805
	Iteration 30Q: 3 clusters Score -4383851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -4383855.000000 Penalty: 5216.174805
	Iteration 31Q: 3 clusters Score -4383855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -4383859.500000 Penalty: 5216.174805
	Iteration 32Q: 3 clusters Score -4383860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -4383862.500000 Penalty: 5216.174805
	Iteration 33Q: 3 clusters Score -4383862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -4383856.000000 Penalty: 5216.174805
	Iteration 34Q: 3 clusters Score -4383856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -4383854.000000 Penalty: 5216.174805
	Iteration 35Q: 3 clusters Score -4383854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -4383858.500000 Penalty: 5216.174805
	Iteration 36Q: 3 clusters Score -4383858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -4383856.000000 Penalty: 5216.174805
	Iteration 37Q: 3 clusters Score -4383856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4383856.000000 Penalty: 5216.174805
	Iteration 38Q: 3 clusters Score -4383856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -4383859.000000 Penalty: 5216.174805
	Iteration 39Q: 3 clusters Score -4383859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -4383857.000000 Penalty: 5216.174805
	Iteration 40F: 3 clusters Score -4383857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -4383858.000000 Penalty: 5216.174805
	Iteration 41Q: 3 clusters Score -4383858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -4383860.000000 Penalty: 5216.174805
	Iteration 42Q: 3 clusters Score -4383860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -4383859.000000 Penalty: 5216.174805
	Iteration 43Q: 3 clusters Score -4383859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -4383860.500000 Penalty: 5216.174805
	Iteration 44Q: 3 clusters Score -4383860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -4383856.000000 Penalty: 5216.174805
	Iteration 45Q: 3 clusters Score -4383856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -4383859.000000 Penalty: 5216.174805
	Iteration 46Q: 3 clusters Score -4383859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -4383856.000000 Penalty: 5216.174805
	Iteration 47Q: 3 clusters Score -4383856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -4383859.500000 Penalty: 5216.174805
	Iteration 48Q: 3 clusters Score -4383860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -4383858.000000 Penalty: 5216.174805
	Iteration 49Q: 3 clusters Score -4383858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -4383863.000000 Penalty: 5216.174805
	Iteration 50Q: 3 clusters Score -4383863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -4383866.000000 Penalty: 5216.174805
	Iteration 51Q: 3 clusters Score -4383866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -4383871.000000 Penalty: 5216.174805
	Iteration 52Q: 3 clusters Score -4383871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4383867.000000 Penalty: 5216.174805
	Iteration 53Q: 3 clusters Score -4383867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -4383865.500000 Penalty: 5216.174805
	Iteration 54Q: 3 clusters Score -4383866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4383870.500000 Penalty: 5216.174805
	Iteration 55Q: 3 clusters Score -4383870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -4383870.500000 Penalty: 5216.174805
	Iteration 56Q: 3 clusters Score -4383870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -4383865.000000 Penalty: 5216.174805
	Iteration 57Q: 3 clusters Score -4383865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -4383865.500000 Penalty: 5216.174805
	Iteration 58Q: 3 clusters Score -4383866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -4383865.500000 Penalty: 5216.174805
	Iteration 59F: 3 clusters Score -4383866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 23088 members 
Mstep: Class 3 contains 93745 members 
Mstep: Class 4 contains 285542 members 
Mstep: Class 5 contains 39856 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 151148 members 
Mstep: Class 8 contains 58178 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 46755 members 
Mstep: Class 11 contains 161470 members 
Mstep: Class 12 contains 166983 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 5326 members 
Mstep: Class 17 contains 33323 members 
Mstep: Class 18 contains 2703 members 
Mstep: Class 19 contains 53267 members 
Mstep: Class 20 contains 53501 members 
Mstep: Class 21 contains 16070 members 
Mstep: Class 22 contains 7128 members 
Mstep: Class 23 contains 3071 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 29791 members 
Entering Unmasked Estep 
Score: -157666368.000000 Penalty: 87116.515625
Splitting cluster 22 changes total score from -157658736.000000 to -157666368.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 23088 members 
Mstep: Class 3 contains 93745 members 
Mstep: Class 4 contains 285542 members 
Mstep: Class 5 contains 39856 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 151148 members 
Mstep: Class 8 contains 58178 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 46755 members 
Mstep: Class 11 contains 161470 members 
Mstep: Class 12 contains 166983 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 17 contains 33323 members 
Mstep: Class 19 contains 53267 members 
Mstep: Class 20 contains 53501 members 
Mstep: Class 21 contains 16070 members 
Mstep: Class 22 contains 7128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157669712.000000 Penalty: 87116.515625
Iteration 39Q: 26 clusters Score -1.576697e+08 nChanged 12191
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 22957 members 
Mstep: Class 3 contains 94846 members 
Mstep: Class 4 contains 283308 members 
Mstep: Class 5 contains 39876 members 
Mstep: Class 6 contains 6012 members 
Mstep: Class 7 contains 151015 members 
Mstep: Class 8 contains 57988 members 
Mstep: Class 9 contains 2099 members 
Mstep: Class 10 contains 47815 members 
Mstep: Class 11 contains 161178 members 
Mstep: Class 12 contains 167376 members 
Mstep: Class 13 contains 12492 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 2871 members 
Mstep: Class 16 contains 5561 members 
Mstep: Class 17 contains 33391 members 
Mstep: Class 18 contains 3051 members 
Mstep: Class 19 contains 53846 members 
Mstep: Class 20 contains 53477 members 
Mstep: Class 21 contains 16244 members 
Mstep: Class 22 contains 7142 members 
Mstep: Class 23 contains 3065 members 
Mstep: Class 24 contains 1872 members 
Mstep: Class 25 contains 27804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157673600.000000 Penalty: 87116.515625
Iteration 40F: 26 clusters Score -1.576736e+08 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 22516 members 
Mstep: Class 3 contains 95572 members 
Mstep: Class 4 contains 281998 members 
Mstep: Class 5 contains 39810 members 
Mstep: Class 6 contains 6182 members 
Mstep: Class 7 contains 150842 members 
Mstep: Class 8 contains 57720 members 
Mstep: Class 9 contains 2176 members 
Mstep: Class 10 contains 48403 members 
Mstep: Class 11 contains 160535 members 
Mstep: Class 12 contains 167604 members 
Mstep: Class 13 contains 12808 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 2836 members 
Mstep: Class 16 contains 6126 members 
Mstep: Class 17 contains 33423 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 54419 members 
Mstep: Class 20 contains 53454 members 
Mstep: Class 21 contains 16457 members 
Mstep: Class 22 contains 7131 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 2044 members 
Mstep: Class 25 contains 26700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675728.000000 Penalty: 87116.515625
Iteration 41Q: 26 clusters Score -1.576757e+08 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 22228 members 
Mstep: Class 3 contains 96219 members 
Mstep: Class 4 contains 281178 members 
Mstep: Class 5 contains 39708 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 150693 members 
Mstep: Class 8 contains 57561 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 48766 members 
Mstep: Class 11 contains 159816 members 
Mstep: Class 12 contains 167812 members 
Mstep: Class 13 contains 13087 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 6574 members 
Mstep: Class 17 contains 33424 members 
Mstep: Class 18 contains 3751 members 
Mstep: Class 19 contains 54891 members 
Mstep: Class 20 contains 53411 members 
Mstep: Class 21 contains 16655 members 
Mstep: Class 22 contains 7139 members 
Mstep: Class 23 contains 3205 members 
Mstep: Class 24 contains 2069 members 
Mstep: Class 25 contains 25718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157676960.000000 Penalty: 87116.515625
Iteration 42Q: 26 clusters Score -1.57677e+08 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 22019 members 
Mstep: Class 3 contains 96821 members 
Mstep: Class 4 contains 280515 members 
Mstep: Class 5 contains 39576 members 
Mstep: Class 6 contains 6573 members 
Mstep: Class 7 contains 150600 members 
Mstep: Class 8 contains 57436 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 48986 members 
Mstep: Class 11 contains 159161 members 
Mstep: Class 12 contains 167966 members 
Mstep: Class 13 contains 13343 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 6917 members 
Mstep: Class 17 contains 33436 members 
Mstep: Class 18 contains 3981 members 
Mstep: Class 19 contains 55328 members 
Mstep: Class 20 contains 53377 members 
Mstep: Class 21 contains 16852 members 
Mstep: Class 22 contains 7169 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 24839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157678208.000000 Penalty: 87116.515625
Iteration 43Q: 26 clusters Score -1.576782e+08 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 21863 members 
Mstep: Class 3 contains 97325 members 
Mstep: Class 4 contains 279982 members 
Mstep: Class 5 contains 39494 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 150545 members 
Mstep: Class 8 contains 57350 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 49124 members 
Mstep: Class 11 contains 158518 members 
Mstep: Class 12 contains 168038 members 
Mstep: Class 13 contains 13557 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 16 contains 7206 members 
Mstep: Class 17 contains 33465 members 
Mstep: Class 18 contains 4205 members 
Mstep: Class 19 contains 55728 members 
Mstep: Class 20 contains 53342 members 
Mstep: Class 21 contains 17043 members 
Mstep: Class 22 contains 7210 members 
Mstep: Class 23 contains 3350 members 
Mstep: Class 24 contains 2065 members 
Mstep: Class 25 contains 24062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157679552.000000 Penalty: 87116.515625
Iteration 44Q: 26 clusters Score -1.576796e+08 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 21749 members 
Mstep: Class 3 contains 97747 members 
Mstep: Class 4 contains 279504 members 
Mstep: Class 5 contains 39462 members 
Mstep: Class 6 contains 6869 members 
Mstep: Class 7 contains 150479 members 
Mstep: Class 8 contains 57288 members 
Mstep: Class 9 contains 2328 members 
Mstep: Class 10 contains 49219 members 
Mstep: Class 11 contains 157973 members 
Mstep: Class 12 contains 168053 members 
Mstep: Class 13 contains 13758 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 2767 members 
Mstep: Class 16 contains 7427 members 
Mstep: Class 17 contains 33479 members 
Mstep: Class 18 contains 4392 members 
Mstep: Class 19 contains 56082 members 
Mstep: Class 20 contains 53325 members 
Mstep: Class 21 contains 17245 members 
Mstep: Class 22 contains 7239 members 
Mstep: Class 23 contains 3411 members 
Mstep: Class 24 contains 2063 members 
Mstep: Class 25 contains 23421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157680128.000000 Penalty: 87116.515625
Iteration 45Q: 26 clusters Score -1.576801e+08 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 21652 members 
Mstep: Class 3 contains 98077 members 
Mstep: Class 4 contains 279061 members 
Mstep: Class 5 contains 39431 members 
Mstep: Class 6 contains 6963 members 
Mstep: Class 7 contains 150465 members 
Mstep: Class 8 contains 57195 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 49241 members 
Mstep: Class 11 contains 157454 members 
Mstep: Class 12 contains 168121 members 
Mstep: Class 13 contains 13970 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 2770 members 
Mstep: Class 16 contains 7624 members 
Mstep: Class 17 contains 33486 members 
Mstep: Class 18 contains 4567 members 
Mstep: Class 19 contains 56379 members 
Mstep: Class 20 contains 53308 members 
Mstep: Class 21 contains 17448 members 
Mstep: Class 22 contains 7262 members 
Mstep: Class 23 contains 3479 members 
Mstep: Class 24 contains 2064 members 
Mstep: Class 25 contains 22878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157680400.000000 Penalty: 87116.515625
Iteration 46Q: 26 clusters Score -1.576804e+08 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 21583 members 
Mstep: Class 3 contains 98374 members 
Mstep: Class 4 contains 278640 members 
Mstep: Class 5 contains 39412 members 
Mstep: Class 6 contains 7022 members 
Mstep: Class 7 contains 150468 members 
Mstep: Class 8 contains 57152 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 49258 members 
Mstep: Class 11 contains 156968 members 
Mstep: Class 12 contains 168199 members 
Mstep: Class 13 contains 14169 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 2779 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 33484 members 
Mstep: Class 18 contains 4720 members 
Mstep: Class 19 contains 56675 members 
Mstep: Class 20 contains 53295 members 
Mstep: Class 21 contains 17609 members 
Mstep: Class 22 contains 7281 members 
Mstep: Class 23 contains 3528 members 
Mstep: Class 24 contains 2065 members 
Mstep: Class 25 contains 22413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157681232.000000 Penalty: 87116.515625
Iteration 47Q: 26 clusters Score -1.576812e+08 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 21515 members 
Mstep: Class 3 contains 98635 members 
Mstep: Class 4 contains 278300 members 
Mstep: Class 5 contains 39374 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 150500 members 
Mstep: Class 8 contains 57097 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 49217 members 
Mstep: Class 11 contains 156449 members 
Mstep: Class 12 contains 168302 members 
Mstep: Class 13 contains 14361 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2786 members 
Mstep: Class 16 contains 7922 members 
Mstep: Class 17 contains 33484 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 56979 members 
Mstep: Class 20 contains 53286 members 
Mstep: Class 21 contains 17747 members 
Mstep: Class 22 contains 7303 members 
Mstep: Class 23 contains 3574 members 
Mstep: Class 24 contains 2064 members 
Mstep: Class 25 contains 21991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157681872.000000 Penalty: 87116.515625
Iteration 48Q: 26 clusters Score -1.576819e+08 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 98877 members 
Mstep: Class 4 contains 278008 members 
Mstep: Class 5 contains 39348 members 
Mstep: Class 6 contains 7132 members 
Mstep: Class 7 contains 150529 members 
Mstep: Class 8 contains 57039 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 49179 members 
Mstep: Class 11 contains 156002 members 
Mstep: Class 12 contains 168401 members 
Mstep: Class 13 contains 14557 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2777 members 
Mstep: Class 16 contains 8045 members 
Mstep: Class 17 contains 33496 members 
Mstep: Class 18 contains 5027 members 
Mstep: Class 19 contains 57225 members 
Mstep: Class 20 contains 53280 members 
Mstep: Class 21 contains 17855 members 
Mstep: Class 22 contains 7332 members 
Mstep: Class 23 contains 3610 members 
Mstep: Class 24 contains 2064 members 
Mstep: Class 25 contains 21572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157683104.000000 Penalty: 87116.515625
Iteration 49Q: 26 clusters Score -1.576831e+08 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 99059 members 
Mstep: Class 4 contains 277818 members 
Mstep: Class 5 contains 39284 members 
Mstep: Class 6 contains 7192 members 
Mstep: Class 7 contains 150580 members 
Mstep: Class 8 contains 56991 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 49124 members 
Mstep: Class 11 contains 155604 members 
Mstep: Class 12 contains 168472 members 
Mstep: Class 13 contains 14731 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 2770 members 
Mstep: Class 16 contains 8143 members 
Mstep: Class 17 contains 33519 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 57427 members 
Mstep: Class 20 contains 53272 members 
Mstep: Class 21 contains 17953 members 
Mstep: Class 22 contains 7364 members 
Mstep: Class 23 contains 3643 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 21184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157684240.000000 Penalty: 87116.515625
Iteration 50Q: 26 clusters Score -1.576842e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 21379 members 
Mstep: Class 3 contains 99216 members 
Mstep: Class 4 contains 277608 members 
Mstep: Class 5 contains 39234 members 
Mstep: Class 6 contains 7247 members 
Mstep: Class 7 contains 150636 members 
Mstep: Class 8 contains 56939 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 49064 members 
Mstep: Class 11 contains 155268 members 
Mstep: Class 12 contains 168529 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 2766 members 
Mstep: Class 16 contains 8228 members 
Mstep: Class 17 contains 33538 members 
Mstep: Class 18 contains 5337 members 
Mstep: Class 19 contains 57623 members 
Mstep: Class 20 contains 53258 members 
Mstep: Class 21 contains 18054 members 
Mstep: Class 22 contains 7405 members 
Mstep: Class 23 contains 3672 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 20843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157684528.000000 Penalty: 87116.515625
Iteration 51Q: 26 clusters Score -1.576845e+08 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 21351 members 
Mstep: Class 3 contains 99365 members 
Mstep: Class 4 contains 277462 members 
Mstep: Class 5 contains 39168 members 
Mstep: Class 6 contains 7291 members 
Mstep: Class 7 contains 150714 members 
Mstep: Class 8 contains 56859 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 48997 members 
Mstep: Class 11 contains 154912 members 
Mstep: Class 12 contains 168609 members 
Mstep: Class 13 contains 15017 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 2753 members 
Mstep: Class 16 contains 8299 members 
Mstep: Class 17 contains 33564 members 
Mstep: Class 18 contains 5473 members 
Mstep: Class 19 contains 57817 members 
Mstep: Class 20 contains 53248 members 
Mstep: Class 21 contains 18148 members 
Mstep: Class 22 contains 7432 members 
Mstep: Class 23 contains 3696 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 20547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157684976.000000 Penalty: 87116.515625
Iteration 52Q: 26 clusters Score -1.57685e+08 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 21328 members 
Mstep: Class 3 contains 99507 members 
Mstep: Class 4 contains 277406 members 
Mstep: Class 5 contains 39106 members 
Mstep: Class 6 contains 7319 members 
Mstep: Class 7 contains 150760 members 
Mstep: Class 8 contains 56771 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 48927 members 
Mstep: Class 11 contains 154586 members 
Mstep: Class 12 contains 168688 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 2745 members 
Mstep: Class 16 contains 8364 members 
Mstep: Class 17 contains 33579 members 
Mstep: Class 18 contains 5585 members 
Mstep: Class 19 contains 57975 members 
Mstep: Class 20 contains 53243 members 
Mstep: Class 21 contains 18243 members 
Mstep: Class 22 contains 7459 members 
Mstep: Class 23 contains 3713 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 20282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685424.000000 Penalty: 87116.515625
Iteration 53Q: 26 clusters Score -1.576854e+08 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 21310 members 
Mstep: Class 3 contains 99616 members 
Mstep: Class 4 contains 277332 members 
Mstep: Class 5 contains 39049 members 
Mstep: Class 6 contains 7351 members 
Mstep: Class 7 contains 150814 members 
Mstep: Class 8 contains 56684 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 48841 members 
Mstep: Class 11 contains 154303 members 
Mstep: Class 12 contains 168756 members 
Mstep: Class 13 contains 15254 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 8419 members 
Mstep: Class 17 contains 33591 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 58121 members 
Mstep: Class 20 contains 53235 members 
Mstep: Class 21 contains 18342 members 
Mstep: Class 22 contains 7492 members 
Mstep: Class 23 contains 3734 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 20019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685792.000000 Penalty: 87116.515625
Iteration 54Q: 26 clusters Score -1.576858e+08 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 21293 members 
Mstep: Class 3 contains 99720 members 
Mstep: Class 4 contains 277355 members 
Mstep: Class 5 contains 38999 members 
Mstep: Class 6 contains 7362 members 
Mstep: Class 7 contains 150887 members 
Mstep: Class 8 contains 56616 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 48756 members 
Mstep: Class 11 contains 153972 members 
Mstep: Class 12 contains 168803 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 8464 members 
Mstep: Class 17 contains 33609 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 58236 members 
Mstep: Class 20 contains 53233 members 
Mstep: Class 21 contains 18420 members 
Mstep: Class 22 contains 7519 members 
Mstep: Class 23 contains 3755 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 19766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686080.000000 Penalty: 87116.515625
Iteration 55Q: 26 clusters Score -1.576861e+08 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 21281 members 
Mstep: Class 3 contains 99826 members 
Mstep: Class 4 contains 277403 members 
Mstep: Class 5 contains 38927 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 150943 members 
Mstep: Class 8 contains 56566 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 48680 members 
Mstep: Class 11 contains 153665 members 
Mstep: Class 12 contains 168831 members 
Mstep: Class 13 contains 15474 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2722 members 
Mstep: Class 16 contains 8498 members 
Mstep: Class 17 contains 33623 members 
Mstep: Class 18 contains 5975 members 
Mstep: Class 19 contains 58350 members 
Mstep: Class 20 contains 53231 members 
Mstep: Class 21 contains 18483 members 
Mstep: Class 22 contains 7539 members 
Mstep: Class 23 contains 3778 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 19513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686512.000000 Penalty: 87116.515625
Iteration 56Q: 26 clusters Score -1.576865e+08 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 21268 members 
Mstep: Class 3 contains 99931 members 
Mstep: Class 4 contains 277364 members 
Mstep: Class 5 contains 38887 members 
Mstep: Class 6 contains 7401 members 
Mstep: Class 7 contains 151006 members 
Mstep: Class 8 contains 56505 members 
Mstep: Class 9 contains 2454 members 
Mstep: Class 10 contains 48615 members 
Mstep: Class 11 contains 153388 members 
Mstep: Class 12 contains 168890 members 
Mstep: Class 13 contains 15592 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 8535 members 
Mstep: Class 17 contains 33625 members 
Mstep: Class 18 contains 6072 members 
Mstep: Class 19 contains 58462 members 
Mstep: Class 20 contains 53227 members 
Mstep: Class 21 contains 18553 members 
Mstep: Class 22 contains 7573 members 
Mstep: Class 23 contains 3802 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 19278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686896.000000 Penalty: 87116.515625
Iteration 57Q: 26 clusters Score -1.576869e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 21254 members 
Mstep: Class 3 contains 100011 members 
Mstep: Class 4 contains 277356 members 
Mstep: Class 5 contains 38843 members 
Mstep: Class 6 contains 7424 members 
Mstep: Class 7 contains 151061 members 
Mstep: Class 8 contains 56410 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 48548 members 
Mstep: Class 11 contains 153152 members 
Mstep: Class 12 contains 168923 members 
Mstep: Class 13 contains 15690 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2711 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 33635 members 
Mstep: Class 18 contains 6160 members 
Mstep: Class 19 contains 58576 members 
Mstep: Class 20 contains 53223 members 
Mstep: Class 21 contains 18632 members 
Mstep: Class 22 contains 7601 members 
Mstep: Class 23 contains 3827 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 19074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687376.000000 Penalty: 87116.515625
Iteration 58Q: 26 clusters Score -1.576874e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 21240 members 
Mstep: Class 3 contains 100082 members 
Mstep: Class 4 contains 277365 members 
Mstep: Class 5 contains 38787 members 
Mstep: Class 6 contains 7446 members 
Mstep: Class 7 contains 151122 members 
Mstep: Class 8 contains 56302 members 
Mstep: Class 9 contains 2465 members 
Mstep: Class 10 contains 48463 members 
Mstep: Class 11 contains 152961 members 
Mstep: Class 12 contains 168957 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 33632 members 
Mstep: Class 18 contains 6223 members 
Mstep: Class 19 contains 58672 members 
Mstep: Class 20 contains 53220 members 
Mstep: Class 21 contains 18708 members 
Mstep: Class 22 contains 7630 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 18909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687520.000000 Penalty: 87116.515625
Iteration 59Q: 26 clusters Score -1.576875e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 21228 members 
Mstep: Class 3 contains 100159 members 
Mstep: Class 4 contains 277377 members 
Mstep: Class 5 contains 38754 members 
Mstep: Class 6 contains 7468 members 
Mstep: Class 7 contains 151177 members 
Mstep: Class 8 contains 56222 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 48389 members 
Mstep: Class 11 contains 152741 members 
Mstep: Class 12 contains 169005 members 
Mstep: Class 13 contains 15880 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 8625 members 
Mstep: Class 17 contains 33637 members 
Mstep: Class 18 contains 6279 members 
Mstep: Class 19 contains 58751 members 
Mstep: Class 20 contains 53221 members 
Mstep: Class 21 contains 18766 members 
Mstep: Class 22 contains 7654 members 
Mstep: Class 23 contains 3868 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 18755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688112.000000 Penalty: 87116.515625
Iteration 60F: 26 clusters Score -1.576881e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 21225 members 
Mstep: Class 3 contains 100198 members 
Mstep: Class 4 contains 277464 members 
Mstep: Class 5 contains 38729 members 
Mstep: Class 6 contains 7484 members 
Mstep: Class 7 contains 151243 members 
Mstep: Class 8 contains 56137 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 48315 members 
Mstep: Class 11 contains 152478 members 
Mstep: Class 12 contains 169075 members 
Mstep: Class 13 contains 15942 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 8638 members 
Mstep: Class 17 contains 33635 members 
Mstep: Class 18 contains 6336 members 
Mstep: Class 19 contains 58817 members 
Mstep: Class 20 contains 53222 members 
Mstep: Class 21 contains 18813 members 
Mstep: Class 22 contains 7677 members 
Mstep: Class 23 contains 3883 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 18635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687984.000000 Penalty: 87116.515625
Iteration 61Q: 26 clusters Score -1.57688e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 21218 members 
Mstep: Class 3 contains 100247 members 
Mstep: Class 4 contains 277537 members 
Mstep: Class 5 contains 38692 members 
Mstep: Class 6 contains 7503 members 
Mstep: Class 7 contains 151302 members 
Mstep: Class 8 contains 56073 members 
Mstep: Class 9 contains 2519 members 
Mstep: Class 10 contains 48261 members 
Mstep: Class 11 contains 152249 members 
Mstep: Class 12 contains 169136 members 
Mstep: Class 13 contains 15975 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 8658 members 
Mstep: Class 17 contains 33629 members 
Mstep: Class 18 contains 6376 members 
Mstep: Class 19 contains 58883 members 
Mstep: Class 20 contains 53223 members 
Mstep: Class 21 contains 18845 members 
Mstep: Class 22 contains 7694 members 
Mstep: Class 23 contains 3894 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 18534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688256.000000 Penalty: 87116.515625
Iteration 62Q: 26 clusters Score -1.576883e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 21210 members 
Mstep: Class 3 contains 100303 members 
Mstep: Class 4 contains 277605 members 
Mstep: Class 5 contains 38663 members 
Mstep: Class 6 contains 7521 members 
Mstep: Class 7 contains 151343 members 
Mstep: Class 8 contains 56013 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 48200 members 
Mstep: Class 11 contains 152013 members 
Mstep: Class 12 contains 169194 members 
Mstep: Class 13 contains 16017 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2686 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 33630 members 
Mstep: Class 18 contains 6427 members 
Mstep: Class 19 contains 58945 members 
Mstep: Class 20 contains 53221 members 
Mstep: Class 21 contains 18889 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 18423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688512.000000 Penalty: 87116.515625
Iteration 63Q: 26 clusters Score -1.576885e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 21202 members 
Mstep: Class 3 contains 100346 members 
Mstep: Class 4 contains 277713 members 
Mstep: Class 5 contains 38607 members 
Mstep: Class 6 contains 7535 members 
Mstep: Class 7 contains 151376 members 
Mstep: Class 8 contains 55942 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 48143 members 
Mstep: Class 11 contains 151807 members 
Mstep: Class 12 contains 169229 members 
Mstep: Class 13 contains 16067 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 8700 members 
Mstep: Class 17 contains 33631 members 
Mstep: Class 18 contains 6463 members 
Mstep: Class 19 contains 58982 members 
Mstep: Class 20 contains 53220 members 
Mstep: Class 21 contains 18945 members 
Mstep: Class 22 contains 7738 members 
Mstep: Class 23 contains 3925 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 18338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689200.000000 Penalty: 87116.515625
Iteration 64Q: 26 clusters Score -1.576892e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 21194 members 
Mstep: Class 3 contains 100392 members 
Mstep: Class 4 contains 277784 members 
Mstep: Class 5 contains 38547 members 
Mstep: Class 6 contains 7547 members 
Mstep: Class 7 contains 151426 members 
Mstep: Class 8 contains 55881 members 
Mstep: Class 9 contains 2590 members 
Mstep: Class 10 contains 48087 members 
Mstep: Class 11 contains 151590 members 
Mstep: Class 12 contains 169283 members 
Mstep: Class 13 contains 16104 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 33641 members 
Mstep: Class 18 contains 6500 members 
Mstep: Class 19 contains 59039 members 
Mstep: Class 20 contains 53217 members 
Mstep: Class 21 contains 18994 members 
Mstep: Class 22 contains 7752 members 
Mstep: Class 23 contains 3935 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 18255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689136.000000 Penalty: 87116.515625
Iteration 65Q: 26 clusters Score -1.576891e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 21187 members 
Mstep: Class 3 contains 100428 members 
Mstep: Class 4 contains 277856 members 
Mstep: Class 5 contains 38461 members 
Mstep: Class 6 contains 7567 members 
Mstep: Class 7 contains 151492 members 
Mstep: Class 8 contains 55833 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 48043 members 
Mstep: Class 11 contains 151402 members 
Mstep: Class 12 contains 169319 members 
Mstep: Class 13 contains 16143 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2672 members 
Mstep: Class 16 contains 8725 members 
Mstep: Class 17 contains 33653 members 
Mstep: Class 18 contains 6543 members 
Mstep: Class 19 contains 59090 members 
Mstep: Class 20 contains 53206 members 
Mstep: Class 21 contains 19028 members 
Mstep: Class 22 contains 7771 members 
Mstep: Class 23 contains 3945 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 18161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689424.000000 Penalty: 87116.515625
Iteration 66Q: 26 clusters Score -1.576894e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 21180 members 
Mstep: Class 3 contains 100470 members 
Mstep: Class 4 contains 277948 members 
Mstep: Class 5 contains 38386 members 
Mstep: Class 6 contains 7574 members 
Mstep: Class 7 contains 151558 members 
Mstep: Class 8 contains 55789 members 
Mstep: Class 9 contains 2643 members 
Mstep: Class 10 contains 48011 members 
Mstep: Class 11 contains 151213 members 
Mstep: Class 12 contains 169357 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2666 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 33664 members 
Mstep: Class 18 contains 6578 members 
Mstep: Class 19 contains 59113 members 
Mstep: Class 20 contains 53196 members 
Mstep: Class 21 contains 19071 members 
Mstep: Class 22 contains 7788 members 
Mstep: Class 23 contains 3951 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 18075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689712.000000 Penalty: 87116.515625
Iteration 67Q: 26 clusters Score -1.576897e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 21174 members 
Mstep: Class 3 contains 100495 members 
Mstep: Class 4 contains 277985 members 
Mstep: Class 5 contains 38330 members 
Mstep: Class 6 contains 7587 members 
Mstep: Class 7 contains 151610 members 
Mstep: Class 8 contains 55742 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 47984 members 
Mstep: Class 11 contains 151081 members 
Mstep: Class 12 contains 169399 members 
Mstep: Class 13 contains 16189 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2656 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 33674 members 
Mstep: Class 18 contains 6614 members 
Mstep: Class 19 contains 59146 members 
Mstep: Class 20 contains 53194 members 
Mstep: Class 21 contains 19089 members 
Mstep: Class 22 contains 7806 members 
Mstep: Class 23 contains 3957 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 18012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689904.000000 Penalty: 87116.515625
Iteration 68Q: 26 clusters Score -1.576899e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 21173 members 
Mstep: Class 3 contains 100539 members 
Mstep: Class 4 contains 278036 members 
Mstep: Class 5 contains 38293 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 151640 members 
Mstep: Class 8 contains 55704 members 
Mstep: Class 9 contains 2672 members 
Mstep: Class 10 contains 47955 members 
Mstep: Class 11 contains 150932 members 
Mstep: Class 12 contains 169464 members 
Mstep: Class 13 contains 16194 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2648 members 
Mstep: Class 16 contains 8754 members 
Mstep: Class 17 contains 33691 members 
Mstep: Class 18 contains 6639 members 
Mstep: Class 19 contains 59172 members 
Mstep: Class 20 contains 53188 members 
Mstep: Class 21 contains 19104 members 
Mstep: Class 22 contains 7818 members 
Mstep: Class 23 contains 3965 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 17955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689712.000000 Penalty: 87116.515625
Iteration 69Q: 26 clusters Score -1.576897e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 21171 members 
Mstep: Class 3 contains 100578 members 
Mstep: Class 4 contains 278131 members 
Mstep: Class 5 contains 38248 members 
Mstep: Class 6 contains 7604 members 
Mstep: Class 7 contains 151678 members 
Mstep: Class 8 contains 55645 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 47922 members 
Mstep: Class 11 contains 150782 members 
Mstep: Class 12 contains 169508 members 
Mstep: Class 13 contains 16215 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 16 contains 8768 members 
Mstep: Class 17 contains 33706 members 
Mstep: Class 18 contains 6650 members 
Mstep: Class 19 contains 59199 members 
Mstep: Class 20 contains 53181 members 
Mstep: Class 21 contains 19118 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 3969 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 17904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689904.000000 Penalty: 87116.515625
Iteration 70Q: 26 clusters Score -1.576899e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 21170 members 
Mstep: Class 3 contains 100625 members 
Mstep: Class 4 contains 278264 members 
Mstep: Class 5 contains 38206 members 
Mstep: Class 6 contains 7612 members 
Mstep: Class 7 contains 151717 members 
Mstep: Class 8 contains 55608 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 47893 members 
Mstep: Class 11 contains 150600 members 
Mstep: Class 12 contains 169532 members 
Mstep: Class 13 contains 16239 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 16 contains 8783 members 
Mstep: Class 17 contains 33720 members 
Mstep: Class 18 contains 6664 members 
Mstep: Class 19 contains 59213 members 
Mstep: Class 20 contains 53178 members 
Mstep: Class 21 contains 19124 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 3976 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 17839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689904.000000 Penalty: 87116.515625
Iteration 71Q: 26 clusters Score -1.576899e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 21166 members 
Mstep: Class 3 contains 100670 members 
Mstep: Class 4 contains 278391 members 
Mstep: Class 5 contains 38149 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 151752 members 
Mstep: Class 8 contains 55547 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 47865 members 
Mstep: Class 11 contains 150442 members 
Mstep: Class 12 contains 169582 members 
Mstep: Class 13 contains 16262 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2629 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 33733 members 
Mstep: Class 18 contains 6689 members 
Mstep: Class 19 contains 59222 members 
Mstep: Class 20 contains 53174 members 
Mstep: Class 21 contains 19140 members 
Mstep: Class 22 contains 7873 members 
Mstep: Class 23 contains 3986 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 17759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690016.000000 Penalty: 87116.515625
Iteration 72Q: 26 clusters Score -1.5769e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 21161 members 
Mstep: Class 3 contains 100703 members 
Mstep: Class 4 contains 278490 members 
Mstep: Class 5 contains 38116 members 
Mstep: Class 6 contains 7628 members 
Mstep: Class 7 contains 151794 members 
Mstep: Class 8 contains 55509 members 
Mstep: Class 9 contains 2720 members 
Mstep: Class 10 contains 47846 members 
Mstep: Class 11 contains 150276 members 
Mstep: Class 12 contains 169602 members 
Mstep: Class 13 contains 16274 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2621 members 
Mstep: Class 16 contains 8807 members 
Mstep: Class 17 contains 33757 members 
Mstep: Class 18 contains 6709 members 
Mstep: Class 19 contains 59241 members 
Mstep: Class 20 contains 53166 members 
Mstep: Class 21 contains 19161 members 
Mstep: Class 22 contains 7886 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 17704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690288.000000 Penalty: 87116.515625
Iteration 73Q: 26 clusters Score -1.576903e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 21157 members 
Mstep: Class 3 contains 100733 members 
Mstep: Class 4 contains 278614 members 
Mstep: Class 5 contains 38076 members 
Mstep: Class 6 contains 7632 members 
Mstep: Class 7 contains 151827 members 
Mstep: Class 8 contains 55452 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 47834 members 
Mstep: Class 11 contains 150095 members 
Mstep: Class 12 contains 169634 members 
Mstep: Class 13 contains 16288 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2609 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 33782 members 
Mstep: Class 18 contains 6735 members 
Mstep: Class 19 contains 59251 members 
Mstep: Class 20 contains 53163 members 
Mstep: Class 21 contains 19190 members 
Mstep: Class 22 contains 7900 members 
Mstep: Class 23 contains 3989 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 17647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690288.000000 Penalty: 87116.515625
Iteration 74Q: 26 clusters Score -1.576903e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 21154 members 
Mstep: Class 3 contains 100747 members 
Mstep: Class 4 contains 278758 members 
Mstep: Class 5 contains 38037 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 151854 members 
Mstep: Class 8 contains 55411 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 47807 members 
Mstep: Class 11 contains 149919 members 
Mstep: Class 12 contains 169644 members 
Mstep: Class 13 contains 16308 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2602 members 
Mstep: Class 16 contains 8829 members 
Mstep: Class 17 contains 33806 members 
Mstep: Class 18 contains 6766 members 
Mstep: Class 19 contains 59256 members 
Mstep: Class 20 contains 53158 members 
Mstep: Class 21 contains 19218 members 
Mstep: Class 22 contains 7915 members 
Mstep: Class 23 contains 3992 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 17597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690128.000000 Penalty: 87116.515625
Iteration 75Q: 26 clusters Score -1.576901e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 21152 members 
Mstep: Class 3 contains 100753 members 
Mstep: Class 4 contains 278898 members 
Mstep: Class 5 contains 38012 members 
Mstep: Class 6 contains 7646 members 
Mstep: Class 7 contains 151871 members 
Mstep: Class 8 contains 55359 members 
Mstep: Class 9 contains 2752 members 
Mstep: Class 10 contains 47791 members 
Mstep: Class 11 contains 149730 members 
Mstep: Class 12 contains 169657 members 
Mstep: Class 13 contains 16329 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2598 members 
Mstep: Class 16 contains 8834 members 
Mstep: Class 17 contains 33824 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 59270 members 
Mstep: Class 20 contains 53159 members 
Mstep: Class 21 contains 19245 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 3995 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 17546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690160.000000 Penalty: 87116.515625
Iteration 76Q: 26 clusters Score -1.576902e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 21151 members 
Mstep: Class 3 contains 100773 members 
Mstep: Class 4 contains 279014 members 
Mstep: Class 5 contains 37988 members 
Mstep: Class 6 contains 7654 members 
Mstep: Class 7 contains 151900 members 
Mstep: Class 8 contains 55326 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 47769 members 
Mstep: Class 11 contains 149536 members 
Mstep: Class 12 contains 169684 members 
Mstep: Class 13 contains 16355 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 33839 members 
Mstep: Class 18 contains 6828 members 
Mstep: Class 19 contains 59294 members 
Mstep: Class 20 contains 53158 members 
Mstep: Class 21 contains 19263 members 
Mstep: Class 22 contains 7950 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 17489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690192.000000 Penalty: 87116.515625
Iteration 77Q: 26 clusters Score -1.576902e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 21149 members 
Mstep: Class 3 contains 100789 members 
Mstep: Class 4 contains 279155 members 
Mstep: Class 5 contains 37959 members 
Mstep: Class 6 contains 7664 members 
Mstep: Class 7 contains 151924 members 
Mstep: Class 8 contains 55295 members 
Mstep: Class 9 contains 2765 members 
Mstep: Class 10 contains 47749 members 
Mstep: Class 11 contains 149339 members 
Mstep: Class 12 contains 169708 members 
Mstep: Class 13 contains 16376 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2582 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 33856 members 
Mstep: Class 18 contains 6858 members 
Mstep: Class 19 contains 59310 members 
Mstep: Class 20 contains 53154 members 
Mstep: Class 21 contains 19282 members 
Mstep: Class 22 contains 7965 members 
Mstep: Class 23 contains 4001 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 17428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690224.000000 Penalty: 87116.515625
Iteration 78Q: 26 clusters Score -1.576902e+08 nChanged 734
Entering ConstructFrom: 
Score: -157690224.000000 Penalty: 87116.515625
Entering ConstructFrom: 
Trying to split cluster 1 (8910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Entering Unmasked Estep 
Score: -1072472.625000 Penalty: 2255.542480
	Iteration 0F: 2 clusters Score -1072473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1065553.375000 Penalty: 4511.084961
	Iteration 0F: 3 clusters Score -1065553 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1067492.625000 Penalty: 4511.084961
	Iteration 1F: 3 clusters Score -1067493 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1067888.125000 Penalty: 4511.084961
	Iteration 2F: 3 clusters Score -1067888 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1068225.500000 Penalty: 4511.084961
	Iteration 3F: 3 clusters Score -1068226 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1068485.750000 Penalty: 4511.084961
	Iteration 4F: 3 clusters Score -1068486 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1068731.500000 Penalty: 4511.084961
	Iteration 5Q: 3 clusters Score -1068732 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1068963.750000 Penalty: 4511.084961
	Iteration 6Q: 3 clusters Score -1068964 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1069165.250000 Penalty: 4511.084961
	Iteration 7Q: 3 clusters Score -1069165 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1069315.500000 Penalty: 4511.084961
	Iteration 8Q: 3 clusters Score -1069316 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1069414.375000 Penalty: 4511.084961
	Iteration 9Q: 3 clusters Score -1069414 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1069483.500000 Penalty: 4511.084961
	Iteration 10Q: 3 clusters Score -1069484 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1069535.375000 Penalty: 4511.084961
	Iteration 11Q: 3 clusters Score -1069535 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1069572.125000 Penalty: 4511.084961
	Iteration 12Q: 3 clusters Score -1069572 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1069620.500000 Penalty: 4511.084961
	Iteration 13Q: 3 clusters Score -1069620 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1069658.000000 Penalty: 4511.084961
	Iteration 14Q: 3 clusters Score -1069658 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1069714.625000 Penalty: 4511.084961
	Iteration 15Q: 3 clusters Score -1069715 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1069758.000000 Penalty: 4511.084961
	Iteration 16Q: 3 clusters Score -1069758 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1069803.375000 Penalty: 4511.084961
	Iteration 17Q: 3 clusters Score -1069803 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1069858.500000 Penalty: 4511.084961
	Iteration 18Q: 3 clusters Score -1069858 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1069925.000000 Penalty: 4511.084961
	Iteration 19Q: 3 clusters Score -1069925 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1069983.500000 Penalty: 4511.084961
	Iteration 20F: 3 clusters Score -1069984 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1070038.625000 Penalty: 4511.084961
	Iteration 21Q: 3 clusters Score -1070039 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1070095.750000 Penalty: 4511.084961
	Iteration 22Q: 3 clusters Score -1070096 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1070154.625000 Penalty: 4511.084961
	Iteration 23Q: 3 clusters Score -1070155 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1070207.125000 Penalty: 4511.084961
	Iteration 24Q: 3 clusters Score -1070207 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1070257.375000 Penalty: 4511.084961
	Iteration 25Q: 3 clusters Score -1070257 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1070291.875000 Penalty: 4511.084961
	Iteration 26Q: 3 clusters Score -1070292 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1070326.875000 Penalty: 4511.084961
	Iteration 27Q: 3 clusters Score -1070327 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1070359.625000 Penalty: 4511.084961
	Iteration 28Q: 3 clusters Score -1070360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1070390.000000 Penalty: 4511.084961
	Iteration 29Q: 3 clusters Score -1070390 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1070415.000000 Penalty: 4511.084961
	Iteration 30Q: 3 clusters Score -1070415 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1070439.250000 Penalty: 4511.084961
	Iteration 31Q: 3 clusters Score -1070439 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1070456.125000 Penalty: 4511.084961
	Iteration 32Q: 3 clusters Score -1070456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1070477.750000 Penalty: 4511.084961
	Iteration 33Q: 3 clusters Score -1070478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1070501.750000 Penalty: 4511.084961
	Iteration 34Q: 3 clusters Score -1070502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1070529.750000 Penalty: 4511.084961
	Iteration 35Q: 3 clusters Score -1070530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1070556.125000 Penalty: 4511.084961
	Iteration 36Q: 3 clusters Score -1070556 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1070595.375000 Penalty: 4511.084961
	Iteration 37Q: 3 clusters Score -1070595 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1070648.875000 Penalty: 4511.084961
	Iteration 38Q: 3 clusters Score -1070649 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1070731.000000 Penalty: 4511.084961
	Iteration 39Q: 3 clusters Score -1070731 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1070827.875000 Penalty: 4511.084961
	Iteration 40F: 3 clusters Score -1070828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1070910.375000 Penalty: 4511.084961
	Iteration 41Q: 3 clusters Score -1070910 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1070999.625000 Penalty: 4511.084961
	Iteration 42Q: 3 clusters Score -1071000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1071113.750000 Penalty: 4511.084961
	Iteration 43Q: 3 clusters Score -1071114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1071180.625000 Penalty: 4511.084961
	Iteration 44Q: 3 clusters Score -1071181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1071223.375000 Penalty: 4511.084961
	Iteration 45Q: 3 clusters Score -1071223 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1071258.875000 Penalty: 4511.084961
	Iteration 46Q: 3 clusters Score -1071259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1071276.500000 Penalty: 4511.084961
	Iteration 47Q: 3 clusters Score -1071276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1071288.000000 Penalty: 4511.084961
	Iteration 48Q: 3 clusters Score -1071288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1071297.125000 Penalty: 4511.084961
	Iteration 49Q: 3 clusters Score -1071297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1071300.000000 Penalty: 4511.084961
	Iteration 50Q: 3 clusters Score -1071300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1071302.000000 Penalty: 4511.084961
	Iteration 51Q: 3 clusters Score -1071302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1071304.375000 Penalty: 4511.084961
	Iteration 52Q: 3 clusters Score -1071304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1071306.250000 Penalty: 4511.084961
	Iteration 53Q: 3 clusters Score -1071306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1071306.500000 Penalty: 4511.084961
	Iteration 54Q: 3 clusters Score -1071306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1071306.500000 Penalty: 4511.084961
	Iteration 55F: 3 clusters Score -1071306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Entering Unmasked Estep 
Score: -2647885.750000 Penalty: 2469.906738
	Iteration 0F: 2 clusters Score -2647886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2633112.000000 Penalty: 4939.813477
	Iteration 0F: 3 clusters Score -2633112 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2638175.250000 Penalty: 4939.813477
	Iteration 1F: 3 clusters Score -2638175 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2638730.500000 Penalty: 4939.813477
	Iteration 2F: 3 clusters Score -2638730 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2639351.000000 Penalty: 4939.813477
	Iteration 3F: 3 clusters Score -2639351 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2640114.000000 Penalty: 4939.813477
	Iteration 4F: 3 clusters Score -2640114 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2641004.750000 Penalty: 4939.813477
	Iteration 5F: 3 clusters Score -2641005 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2642114.000000 Penalty: 4939.813477
	Iteration 6F: 3 clusters Score -2642114 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2643253.250000 Penalty: 4939.813477
	Iteration 7F: 3 clusters Score -2643253 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2644241.000000 Penalty: 4939.813477
	Iteration 8F: 3 clusters Score -2644241 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2644991.500000 Penalty: 4939.813477
	Iteration 9Q: 3 clusters Score -2644992 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2645552.500000 Penalty: 4939.813477
	Iteration 10Q: 3 clusters Score -2645552 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2645988.750000 Penalty: 4939.813477
	Iteration 11Q: 3 clusters Score -2645989 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2646366.250000 Penalty: 4939.813477
	Iteration 12Q: 3 clusters Score -2646366 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2646723.750000 Penalty: 4939.813477
	Iteration 13Q: 3 clusters Score -2646724 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2647052.500000 Penalty: 4939.813477
	Iteration 14Q: 3 clusters Score -2647052 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2647374.000000 Penalty: 4939.813477
	Iteration 15Q: 3 clusters Score -2647374 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2647721.000000 Penalty: 4939.813477
	Iteration 16Q: 3 clusters Score -2647721 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2648062.250000 Penalty: 4939.813477
	Iteration 17Q: 3 clusters Score -2648062 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2648388.250000 Penalty: 4939.813477
	Iteration 18Q: 3 clusters Score -2648388 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2648732.500000 Penalty: 4939.813477
	Iteration 19Q: 3 clusters Score -2648732 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2649068.500000 Penalty: 4939.813477
	Iteration 20F: 3 clusters Score -2649068 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2649349.750000 Penalty: 4939.813477
	Iteration 21Q: 3 clusters Score -2649350 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2649630.500000 Penalty: 4939.813477
	Iteration 22Q: 3 clusters Score -2649630 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2649898.250000 Penalty: 4939.813477
	Iteration 23Q: 3 clusters Score -2649898 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2650133.250000 Penalty: 4939.813477
	Iteration 24Q: 3 clusters Score -2650133 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2650342.000000 Penalty: 4939.813477
	Iteration 25Q: 3 clusters Score -2650342 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2650507.750000 Penalty: 4939.813477
	Iteration 26Q: 3 clusters Score -2650508 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2650639.750000 Penalty: 4939.813477
	Iteration 27Q: 3 clusters Score -2650640 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2650730.500000 Penalty: 4939.813477
	Iteration 28Q: 3 clusters Score -2650730 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2650773.500000 Penalty: 4939.813477
	Iteration 29Q: 3 clusters Score -2650774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2650787.250000 Penalty: 4939.813477
	Iteration 30Q: 3 clusters Score -2650787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2650802.000000 Penalty: 4939.813477
	Iteration 31Q: 3 clusters Score -2650802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2650819.750000 Penalty: 4939.813477
	Iteration 32Q: 3 clusters Score -2650820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2650820.250000 Penalty: 4939.813477
	Iteration 33Q: 3 clusters Score -2650820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2650825.250000 Penalty: 4939.813477
	Iteration 34Q: 3 clusters Score -2650825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2650824.250000 Penalty: 4939.813477
	Iteration 35Q: 3 clusters Score -2650824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2650826.250000 Penalty: 4939.813477
	Iteration 36Q: 3 clusters Score -2650826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2650831.750000 Penalty: 4939.813477
	Iteration 37Q: 3 clusters Score -2650832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2650832.250000 Penalty: 4939.813477
	Iteration 38Q: 3 clusters Score -2650832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2650844.000000 Penalty: 4939.813477
	Iteration 39Q: 3 clusters Score -2650844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2650850.500000 Penalty: 4939.813477
	Iteration 40F: 3 clusters Score -2650850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2650856.750000 Penalty: 4939.813477
	Iteration 41Q: 3 clusters Score -2650857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2650857.000000 Penalty: 4939.813477
	Iteration 42Q: 3 clusters Score -2650857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2650847.250000 Penalty: 4939.813477
	Iteration 43Q: 3 clusters Score -2650847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2650856.000000 Penalty: 4939.813477
	Iteration 44Q: 3 clusters Score -2650856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2650845.000000 Penalty: 4939.813477
	Iteration 45Q: 3 clusters Score -2650845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2650844.000000 Penalty: 4939.813477
	Iteration 46Q: 3 clusters Score -2650844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2650842.500000 Penalty: 4939.813477
	Iteration 47Q: 3 clusters Score -2650842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2650843.000000 Penalty: 4939.813477
	Iteration 48Q: 3 clusters Score -2650843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2650843.000000 Penalty: 4939.813477
	Iteration 49Q: 3 clusters Score -2650843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2650839.750000 Penalty: 4939.813477
	Iteration 50Q: 3 clusters Score -2650840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2650839.750000 Penalty: 4939.813477
	Iteration 51F: 3 clusters Score -2650840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 100799 members 
Mstep: Class 4 contains 279282 members 
Mstep: Class 5 contains 37935 members 
Mstep: Class 6 contains 7676 members 
Mstep: Class 7 contains 151938 members 
Mstep: Class 8 contains 55274 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 47735 members 
Mstep: Class 11 contains 149162 members 
Mstep: Class 12 contains 169744 members 
Mstep: Class 13 contains 16380 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2578 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 33863 members 
Mstep: Class 18 contains 6885 members 
Mstep: Class 19 contains 59330 members 
Mstep: Class 20 contains 53152 members 
Mstep: Class 21 contains 19293 members 
Mstep: Class 22 contains 7977 members 
Mstep: Class 23 contains 4002 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 17382 members 
Mstep: Class 26 contains 7360 members 
Entering Unmasked Estep 
Score: -157692272.000000 Penalty: 90601.179688
Splitting cluster 2 changes total score from -157690224.000000 to -157692272.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 3 (100799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Entering Unmasked Estep 
Score: -12711048.000000 Penalty: 2857.179199
	Iteration 0F: 2 clusters Score -1.271105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -12643614.000000 Penalty: 5714.358398
	Iteration 0F: 3 clusters Score -1.264361e+07 nChanged 47666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -12670456.000000 Penalty: 5714.358398
	Iteration 1F: 3 clusters Score -1.267046e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -12670980.000000 Penalty: 5714.358398
	Iteration 2Q: 3 clusters Score -1.267098e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -12671555.000000 Penalty: 5714.358398
	Iteration 3Q: 3 clusters Score -1.267156e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -12672249.000000 Penalty: 5714.358398
	Iteration 4Q: 3 clusters Score -1.267225e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -12673027.000000 Penalty: 5714.358398
	Iteration 5Q: 3 clusters Score -1.267303e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -12674334.000000 Penalty: 5714.358398
	Iteration 6Q: 3 clusters Score -1.267433e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -12676531.000000 Penalty: 5714.358398
	Iteration 7Q: 3 clusters Score -1.267653e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -12680385.000000 Penalty: 5714.358398
	Iteration 8F: 3 clusters Score -1.268038e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -12686527.000000 Penalty: 5714.358398
	Iteration 9F: 3 clusters Score -1.268653e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -12694426.000000 Penalty: 5714.358398
	Iteration 10F: 3 clusters Score -1.269443e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -12701869.000000 Penalty: 5714.358398
	Iteration 11F: 3 clusters Score -1.270187e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97936 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -12706023.000000 Penalty: 5714.358398
	Iteration 12Q: 3 clusters Score -1.270602e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -12707556.000000 Penalty: 5714.358398
	Iteration 13Q: 3 clusters Score -1.270756e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12708109.000000 Penalty: 5714.358398
	Iteration 14Q: 3 clusters Score -1.270811e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100444 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -12708316.000000 Penalty: 5714.358398
	Iteration 15Q: 3 clusters Score -1.270832e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100491 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -12708431.000000 Penalty: 5714.358398
	Iteration 16Q: 3 clusters Score -1.270843e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12708489.000000 Penalty: 5714.358398
	Iteration 17Q: 3 clusters Score -1.270849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100528 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12708529.000000 Penalty: 5714.358398
	Iteration 18Q: 3 clusters Score -1.270853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100533 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -12708536.000000 Penalty: 5714.358398
	Iteration 19Q: 3 clusters Score -1.270854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12708538.000000 Penalty: 5714.358398
	Iteration 20F: 3 clusters Score -1.270854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100539 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12708545.000000 Penalty: 5714.358398
	Iteration 21Q: 3 clusters Score -1.270854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100542 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12708548.000000 Penalty: 5714.358398
	Iteration 22Q: 3 clusters Score -1.270855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100542 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12708551.000000 Penalty: 5714.358398
	Iteration 23Q: 3 clusters Score -1.270855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100542 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12708551.000000 Penalty: 5714.358398
	Iteration 24F: 3 clusters Score -1.270855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (279282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279282 members 
Entering Unmasked Estep 
Score: -36041140.000000 Penalty: 3109.914307
	Iteration 0F: 2 clusters Score -3.604114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140073 members 
Mstep: Class 2 contains 139209 members 
Entering Unmasked Estep 
Score: -35872532.000000 Penalty: 6219.828613
	Iteration 0F: 3 clusters Score -3.587253e+07 nChanged 135583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147918 members 
Mstep: Class 2 contains 131364 members 
Entering Unmasked Estep 
Score: -35953412.000000 Penalty: 6219.828613
	Iteration 1F: 3 clusters Score -3.595341e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152850 members 
Mstep: Class 2 contains 126432 members 
Entering Unmasked Estep 
Score: -35955004.000000 Penalty: 6219.828613
	Iteration 2Q: 3 clusters Score -3.5955e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160549 members 
Mstep: Class 2 contains 118733 members 
Entering Unmasked Estep 
Score: -35958080.000000 Penalty: 6219.828613
	Iteration 3Q: 3 clusters Score -3.595808e+07 nChanged 13132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172119 members 
Mstep: Class 2 contains 107163 members 
Entering Unmasked Estep 
Score: -35963544.000000 Penalty: 6219.828613
	Iteration 4Q: 3 clusters Score -3.596354e+07 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188393 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -35973240.000000 Penalty: 6219.828613
	Iteration 5F: 3 clusters Score -3.597324e+07 nChanged 20919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208406 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -35987556.000000 Penalty: 6219.828613
	Iteration 6F: 3 clusters Score -3.598756e+07 nChanged 20883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228619 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -36004860.000000 Penalty: 6219.828613
	Iteration 7F: 3 clusters Score -3.600486e+07 nChanged 17736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246005 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -36019216.000000 Penalty: 6219.828613
	Iteration 8F: 3 clusters Score -3.601922e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257994 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -36028252.000000 Penalty: 6219.828613
	Iteration 9Q: 3 clusters Score -3.602825e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265428 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -36033608.000000 Penalty: 6219.828613
	Iteration 10Q: 3 clusters Score -3.603361e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269994 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -36035612.000000 Penalty: 6219.828613
	Iteration 11Q: 3 clusters Score -3.603561e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272822 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -36036744.000000 Penalty: 6219.828613
	Iteration 12Q: 3 clusters Score -3.603674e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274632 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -36037584.000000 Penalty: 6219.828613
	Iteration 13Q: 3 clusters Score -3.603758e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275795 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -36038060.000000 Penalty: 6219.828613
	Iteration 14Q: 3 clusters Score -3.603806e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276549 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -36038280.000000 Penalty: 6219.828613
	Iteration 15Q: 3 clusters Score -3.603828e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277042 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -36038416.000000 Penalty: 6219.828613
	Iteration 16Q: 3 clusters Score -3.603842e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277397 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -36038656.000000 Penalty: 6219.828613
	Iteration 17Q: 3 clusters Score -3.603866e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277623 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -36038748.000000 Penalty: 6219.828613
	Iteration 18Q: 3 clusters Score -3.603875e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277754 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -36038808.000000 Penalty: 6219.828613
	Iteration 19Q: 3 clusters Score -3.603881e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277856 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -36038848.000000 Penalty: 6219.828613
	Iteration 20F: 3 clusters Score -3.603885e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277932 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -36038816.000000 Penalty: 6219.828613
	Iteration 21Q: 3 clusters Score -3.603882e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277969 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -36038836.000000 Penalty: 6219.828613
	Iteration 22Q: 3 clusters Score -3.603884e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277995 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -36038880.000000 Penalty: 6219.828613
	Iteration 23Q: 3 clusters Score -3.603888e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278023 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -36038912.000000 Penalty: 6219.828613
	Iteration 24Q: 3 clusters Score -3.603891e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278046 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -36038936.000000 Penalty: 6219.828613
	Iteration 25Q: 3 clusters Score -3.603894e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278070 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -36038976.000000 Penalty: 6219.828613
	Iteration 26Q: 3 clusters Score -3.603898e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278093 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -36038968.000000 Penalty: 6219.828613
	Iteration 27Q: 3 clusters Score -3.603897e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278116 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -36038960.000000 Penalty: 6219.828613
	Iteration 28Q: 3 clusters Score -3.603896e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278128 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -36039036.000000 Penalty: 6219.828613
	Iteration 29Q: 3 clusters Score -3.603904e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278125 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -36039036.000000 Penalty: 6219.828613
	Iteration 30Q: 3 clusters Score -3.603904e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278129 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -36039076.000000 Penalty: 6219.828613
	Iteration 31Q: 3 clusters Score -3.603908e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278131 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -36039100.000000 Penalty: 6219.828613
	Iteration 32Q: 3 clusters Score -3.60391e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278131 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -36039132.000000 Penalty: 6219.828613
	Iteration 33Q: 3 clusters Score -3.603913e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278128 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -36039124.000000 Penalty: 6219.828613
	Iteration 34Q: 3 clusters Score -3.603912e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278121 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -36039172.000000 Penalty: 6219.828613
	Iteration 35Q: 3 clusters Score -3.603917e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278118 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -36039196.000000 Penalty: 6219.828613
	Iteration 36Q: 3 clusters Score -3.60392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278121 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -36039192.000000 Penalty: 6219.828613
	Iteration 37Q: 3 clusters Score -3.603919e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278119 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -36039200.000000 Penalty: 6219.828613
	Iteration 38Q: 3 clusters Score -3.60392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278121 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -36039208.000000 Penalty: 6219.828613
	Iteration 39Q: 3 clusters Score -3.603921e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278127 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -36039212.000000 Penalty: 6219.828613
	Iteration 40F: 3 clusters Score -3.603921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278125 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -36039212.000000 Penalty: 6219.828613
	Iteration 41Q: 3 clusters Score -3.603921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278119 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -36039232.000000 Penalty: 6219.828613
	Iteration 42Q: 3 clusters Score -3.603923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278116 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -36039204.000000 Penalty: 6219.828613
	Iteration 43Q: 3 clusters Score -3.60392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278117 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -36039232.000000 Penalty: 6219.828613
	Iteration 44Q: 3 clusters Score -3.603923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278119 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -36039240.000000 Penalty: 6219.828613
	Iteration 45Q: 3 clusters Score -3.603924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278119 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -36039252.000000 Penalty: 6219.828613
	Iteration 46Q: 3 clusters Score -3.603925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278118 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -36039252.000000 Penalty: 6219.828613
	Iteration 47Q: 3 clusters Score -3.603925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278117 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -36039240.000000 Penalty: 6219.828613
	Iteration 48Q: 3 clusters Score -3.603924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278119 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -36039236.000000 Penalty: 6219.828613
	Iteration 49Q: 3 clusters Score -3.603924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278116 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -36039248.000000 Penalty: 6219.828613
	Iteration 50Q: 3 clusters Score -3.603925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278115 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -36039244.000000 Penalty: 6219.828613
	Iteration 51Q: 3 clusters Score -3.603924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278112 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -36039256.000000 Penalty: 6219.828613
	Iteration 52Q: 3 clusters Score -3.603926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278114 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -36039272.000000 Penalty: 6219.828613
	Iteration 53Q: 3 clusters Score -3.603927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278115 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -36039296.000000 Penalty: 6219.828613
	Iteration 54Q: 3 clusters Score -3.60393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278111 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -36039288.000000 Penalty: 6219.828613
	Iteration 55Q: 3 clusters Score -3.603929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278110 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -36039288.000000 Penalty: 6219.828613
	Iteration 56Q: 3 clusters Score -3.603929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278115 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -36039280.000000 Penalty: 6219.828613
	Iteration 57Q: 3 clusters Score -3.603928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278116 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -36039300.000000 Penalty: 6219.828613
	Iteration 58Q: 3 clusters Score -3.60393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278120 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -36039300.000000 Penalty: 6219.828613
	Iteration 59Q: 3 clusters Score -3.60393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278121 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -36039280.000000 Penalty: 6219.828613
	Iteration 60F: 3 clusters Score -3.603928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278121 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -36039284.000000 Penalty: 6219.828613
	Iteration 61Q: 3 clusters Score -3.603928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278120 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -36039296.000000 Penalty: 6219.828613
	Iteration 62Q: 3 clusters Score -3.60393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278123 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -36039300.000000 Penalty: 6219.828613
	Iteration 63Q: 3 clusters Score -3.60393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278127 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -36039304.000000 Penalty: 6219.828613
	Iteration 64Q: 3 clusters Score -3.60393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278122 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -36039348.000000 Penalty: 6219.828613
	Iteration 65Q: 3 clusters Score -3.603935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278115 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -36039332.000000 Penalty: 6219.828613
	Iteration 66Q: 3 clusters Score -3.603933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278102 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -36039356.000000 Penalty: 6219.828613
	Iteration 67Q: 3 clusters Score -3.603936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278094 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -36039352.000000 Penalty: 6219.828613
	Iteration 68Q: 3 clusters Score -3.603935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278093 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -36039372.000000 Penalty: 6219.828613
	Iteration 69Q: 3 clusters Score -3.603937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278084 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -36039356.000000 Penalty: 6219.828613
	Iteration 70Q: 3 clusters Score -3.603936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278073 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -36039388.000000 Penalty: 6219.828613
	Iteration 71Q: 3 clusters Score -3.603939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278066 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -36039400.000000 Penalty: 6219.828613
	Iteration 72Q: 3 clusters Score -3.60394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278054 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -36039380.000000 Penalty: 6219.828613
	Iteration 73Q: 3 clusters Score -3.603938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278053 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -36039376.000000 Penalty: 6219.828613
	Iteration 74Q: 3 clusters Score -3.603938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278057 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -36039400.000000 Penalty: 6219.828613
	Iteration 75Q: 3 clusters Score -3.60394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278053 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -36039392.000000 Penalty: 6219.828613
	Iteration 76Q: 3 clusters Score -3.603939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278045 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -36039396.000000 Penalty: 6219.828613
	Iteration 77Q: 3 clusters Score -3.60394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278038 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -36039388.000000 Penalty: 6219.828613
	Iteration 78Q: 3 clusters Score -3.603939e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278035 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -36039376.000000 Penalty: 6219.828613
	Iteration 79Q: 3 clusters Score -3.603938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278032 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -36039384.000000 Penalty: 6219.828613
	Iteration 80F: 3 clusters Score -3.603938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278037 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -36039416.000000 Penalty: 6219.828613
	Iteration 81Q: 3 clusters Score -3.603942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278036 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -36039416.000000 Penalty: 6219.828613
	Iteration 82Q: 3 clusters Score -3.603942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278029 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -36039444.000000 Penalty: 6219.828613
	Iteration 83Q: 3 clusters Score -3.603944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278018 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -36039444.000000 Penalty: 6219.828613
	Iteration 84Q: 3 clusters Score -3.603944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278006 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -36039452.000000 Penalty: 6219.828613
	Iteration 85Q: 3 clusters Score -3.603945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277995 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -36039424.000000 Penalty: 6219.828613
	Iteration 86Q: 3 clusters Score -3.603942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277986 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -36039440.000000 Penalty: 6219.828613
	Iteration 87Q: 3 clusters Score -3.603944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277977 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -36039436.000000 Penalty: 6219.828613
	Iteration 88Q: 3 clusters Score -3.603944e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277963 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -36039504.000000 Penalty: 6219.828613
	Iteration 89Q: 3 clusters Score -3.60395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277942 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -36039508.000000 Penalty: 6219.828613
	Iteration 90Q: 3 clusters Score -3.603951e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277929 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -36039520.000000 Penalty: 6219.828613
	Iteration 91Q: 3 clusters Score -3.603952e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277918 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -36039524.000000 Penalty: 6219.828613
	Iteration 92Q: 3 clusters Score -3.603952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277910 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -36039512.000000 Penalty: 6219.828613
	Iteration 93Q: 3 clusters Score -3.603951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277904 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -36039552.000000 Penalty: 6219.828613
	Iteration 94Q: 3 clusters Score -3.603955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277894 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -36039556.000000 Penalty: 6219.828613
	Iteration 95Q: 3 clusters Score -3.603956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277882 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -36039576.000000 Penalty: 6219.828613
	Iteration 96Q: 3 clusters Score -3.603958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277870 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -36039600.000000 Penalty: 6219.828613
	Iteration 97Q: 3 clusters Score -3.60396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277865 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -36039600.000000 Penalty: 6219.828613
	Iteration 98Q: 3 clusters Score -3.60396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277859 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -36039596.000000 Penalty: 6219.828613
	Iteration 99Q: 3 clusters Score -3.60396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277857 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -36039600.000000 Penalty: 6219.828613
	Iteration 100F: 3 clusters Score -3.60396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277854 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -36039596.000000 Penalty: 6219.828613
	Iteration 101Q: 3 clusters Score -3.60396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277845 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -36039596.000000 Penalty: 6219.828613
	Iteration 102Q: 3 clusters Score -3.60396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277845 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -36039604.000000 Penalty: 6219.828613
	Iteration 103Q: 3 clusters Score -3.60396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277843 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -36039608.000000 Penalty: 6219.828613
	Iteration 104Q: 3 clusters Score -3.603961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277842 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -36039604.000000 Penalty: 6219.828613
	Iteration 105Q: 3 clusters Score -3.60396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277842 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -36039620.000000 Penalty: 6219.828613
	Iteration 106Q: 3 clusters Score -3.603962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277841 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -36039612.000000 Penalty: 6219.828613
	Iteration 107Q: 3 clusters Score -3.603961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277840 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -36039604.000000 Penalty: 6219.828613
	Iteration 108Q: 3 clusters Score -3.60396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277838 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -36039608.000000 Penalty: 6219.828613
	Iteration 109Q: 3 clusters Score -3.603961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277835 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -36039612.000000 Penalty: 6219.828613
	Iteration 110Q: 3 clusters Score -3.603961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277834 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -36039604.000000 Penalty: 6219.828613
	Iteration 111Q: 3 clusters Score -3.60396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277834 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -36039604.000000 Penalty: 6219.828613
	Iteration 112F: 3 clusters Score -3.60396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Entering Unmasked Estep 
Score: -4895126.500000 Penalty: 2614.820068
	Iteration 0F: 2 clusters Score -4895126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -4869362.500000 Penalty: 5229.640137
	Iteration 0F: 3 clusters Score -4869362 nChanged 17369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4878853.000000 Penalty: 5229.640137
	Iteration 1F: 3 clusters Score -4878853 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -4879380.000000 Penalty: 5229.640137
	Iteration 2Q: 3 clusters Score -4879380 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -4879925.000000 Penalty: 5229.640137
	Iteration 3Q: 3 clusters Score -4879925 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -4880492.000000 Penalty: 5229.640137
	Iteration 4Q: 3 clusters Score -4880492 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -4881249.500000 Penalty: 5229.640137
	Iteration 5Q: 3 clusters Score -4881250 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -4882231.000000 Penalty: 5229.640137
	Iteration 6Q: 3 clusters Score -4882231 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -4883659.500000 Penalty: 5229.640137
	Iteration 7F: 3 clusters Score -4883660 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -4885600.500000 Penalty: 5229.640137
	Iteration 8F: 3 clusters Score -4885600 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -4887726.500000 Penalty: 5229.640137
	Iteration 9F: 3 clusters Score -4887726 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -4889521.500000 Penalty: 5229.640137
	Iteration 10F: 3 clusters Score -4889522 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -4890882.500000 Penalty: 5229.640137
	Iteration 11Q: 3 clusters Score -4890882 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4891938.500000 Penalty: 5229.640137
	Iteration 12Q: 3 clusters Score -4891938 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4892604.000000 Penalty: 5229.640137
	Iteration 13Q: 3 clusters Score -4892604 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4893037.000000 Penalty: 5229.640137
	Iteration 14Q: 3 clusters Score -4893037 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4893398.000000 Penalty: 5229.640137
	Iteration 15Q: 3 clusters Score -4893398 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4893760.000000 Penalty: 5229.640137
	Iteration 16Q: 3 clusters Score -4893760 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4894076.000000 Penalty: 5229.640137
	Iteration 17Q: 3 clusters Score -4894076 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4894347.500000 Penalty: 5229.640137
	Iteration 18Q: 3 clusters Score -4894348 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -4894628.500000 Penalty: 5229.640137
	Iteration 19Q: 3 clusters Score -4894628 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4894877.000000 Penalty: 5229.640137
	Iteration 20F: 3 clusters Score -4894877 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4895191.000000 Penalty: 5229.640137
	Iteration 21Q: 3 clusters Score -4895191 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -4895545.500000 Penalty: 5229.640137
	Iteration 22Q: 3 clusters Score -4895546 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -4895928.500000 Penalty: 5229.640137
	Iteration 23Q: 3 clusters Score -4895928 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -4896298.000000 Penalty: 5229.640137
	Iteration 24Q: 3 clusters Score -4896298 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -4896670.500000 Penalty: 5229.640137
	Iteration 25Q: 3 clusters Score -4896670 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -4896907.000000 Penalty: 5229.640137
	Iteration 26Q: 3 clusters Score -4896907 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -4897098.500000 Penalty: 5229.640137
	Iteration 27Q: 3 clusters Score -4897098 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -4897226.000000 Penalty: 5229.640137
	Iteration 28Q: 3 clusters Score -4897226 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -4897289.500000 Penalty: 5229.640137
	Iteration 29Q: 3 clusters Score -4897290 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -4897356.000000 Penalty: 5229.640137
	Iteration 30Q: 3 clusters Score -4897356 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -4897404.000000 Penalty: 5229.640137
	Iteration 31Q: 3 clusters Score -4897404 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -4897447.000000 Penalty: 5229.640137
	Iteration 32Q: 3 clusters Score -4897447 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -4897470.500000 Penalty: 5229.640137
	Iteration 33Q: 3 clusters Score -4897470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -4897469.500000 Penalty: 5229.640137
	Iteration 34Q: 3 clusters Score -4897470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -4897467.500000 Penalty: 5229.640137
	Iteration 35Q: 3 clusters Score -4897468 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -4897473.000000 Penalty: 5229.640137
	Iteration 36Q: 3 clusters Score -4897473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4897482.000000 Penalty: 5229.640137
	Iteration 37Q: 3 clusters Score -4897482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -4897485.500000 Penalty: 5229.640137
	Iteration 38Q: 3 clusters Score -4897486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -4897492.000000 Penalty: 5229.640137
	Iteration 39Q: 3 clusters Score -4897492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -4897567.500000 Penalty: 5229.640137
	Iteration 40F: 3 clusters Score -4897568 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -4897591.000000 Penalty: 5229.640137
	Iteration 41Q: 3 clusters Score -4897591 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -4897610.000000 Penalty: 5229.640137
	Iteration 42Q: 3 clusters Score -4897610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -4897611.000000 Penalty: 5229.640137
	Iteration 43Q: 3 clusters Score -4897611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -4897614.000000 Penalty: 5229.640137
	Iteration 44Q: 3 clusters Score -4897614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -4897618.000000 Penalty: 5229.640137
	Iteration 45Q: 3 clusters Score -4897618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -4897616.500000 Penalty: 5229.640137
	Iteration 46Q: 3 clusters Score -4897616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -4897622.500000 Penalty: 5229.640137
	Iteration 47Q: 3 clusters Score -4897622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -4897628.500000 Penalty: 5229.640137
	Iteration 48Q: 3 clusters Score -4897628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -4897626.000000 Penalty: 5229.640137
	Iteration 49Q: 3 clusters Score -4897626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -4897626.000000 Penalty: 5229.640137
	Iteration 50Q: 3 clusters Score -4897626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -4897626.000000 Penalty: 5229.640137
	Iteration 51Q: 3 clusters Score -4897626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -4897627.500000 Penalty: 5229.640137
	Iteration 52Q: 3 clusters Score -4897628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -4897626.000000 Penalty: 5229.640137
	Iteration 53Q: 3 clusters Score -4897626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -4897626.000000 Penalty: 5229.640137
	Iteration 54Q: 3 clusters Score -4897626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -4897628.500000 Penalty: 5229.640137
	Iteration 55Q: 3 clusters Score -4897628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -4897632.000000 Penalty: 5229.640137
	Iteration 56Q: 3 clusters Score -4897632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -4897632.000000 Penalty: 5229.640137
	Iteration 57F: 3 clusters Score -4897632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 100799 members 
Mstep: Class 4 contains 279282 members 
Mstep: Class 5 contains 29546 members 
Mstep: Class 6 contains 7676 members 
Mstep: Class 7 contains 151938 members 
Mstep: Class 8 contains 55274 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 47735 members 
Mstep: Class 11 contains 149162 members 
Mstep: Class 12 contains 169744 members 
Mstep: Class 13 contains 16380 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2578 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 33863 members 
Mstep: Class 18 contains 6885 members 
Mstep: Class 19 contains 59330 members 
Mstep: Class 20 contains 53152 members 
Mstep: Class 21 contains 19293 members 
Mstep: Class 22 contains 7977 members 
Mstep: Class 23 contains 4002 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 17382 members 
Mstep: Class 26 contains 7360 members 
Mstep: Class 27 contains 8389 members 
Entering Unmasked Estep 
Score: -157693008.000000 Penalty: 94085.835938
Splitting cluster 5 changes total score from -157690224.000000 to -157693008.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -853234.625000 Penalty: 2218.571777
	Iteration 0F: 2 clusters Score -853234.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -847092.687500 Penalty: 4437.143555
	Iteration 0F: 3 clusters Score -847092.7 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -849103.375000 Penalty: 4437.143555
	Iteration 1F: 3 clusters Score -849103.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -849638.187500 Penalty: 4437.143555
	Iteration 2F: 3 clusters Score -849638.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -850069.375000 Penalty: 4437.143555
	Iteration 3F: 3 clusters Score -850069.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -850453.562500 Penalty: 4437.143555
	Iteration 4F: 3 clusters Score -850453.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -850768.562500 Penalty: 4437.143555
	Iteration 5F: 3 clusters Score -850768.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -850994.437500 Penalty: 4437.143555
	Iteration 6Q: 3 clusters Score -850994.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -851148.312500 Penalty: 4437.143555
	Iteration 7Q: 3 clusters Score -851148.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -851258.312500 Penalty: 4437.143555
	Iteration 8Q: 3 clusters Score -851258.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -851337.375000 Penalty: 4437.143555
	Iteration 9Q: 3 clusters Score -851337.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -851386.125000 Penalty: 4437.143555
	Iteration 10Q: 3 clusters Score -851386.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -851424.875000 Penalty: 4437.143555
	Iteration 11Q: 3 clusters Score -851424.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -851465.312500 Penalty: 4437.143555
	Iteration 12Q: 3 clusters Score -851465.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -851494.187500 Penalty: 4437.143555
	Iteration 13Q: 3 clusters Score -851494.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -851509.500000 Penalty: 4437.143555
	Iteration 14Q: 3 clusters Score -851509.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -851519.687500 Penalty: 4437.143555
	Iteration 15Q: 3 clusters Score -851519.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -851527.000000 Penalty: 4437.143555
	Iteration 16Q: 3 clusters Score -851527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -851532.125000 Penalty: 4437.143555
	Iteration 17Q: 3 clusters Score -851532.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -851535.312500 Penalty: 4437.143555
	Iteration 18Q: 3 clusters Score -851535.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -851539.250000 Penalty: 4437.143555
	Iteration 19Q: 3 clusters Score -851539.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -851541.312500 Penalty: 4437.143555
	Iteration 20F: 3 clusters Score -851541.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -851553.500000 Penalty: 4437.143555
	Iteration 21Q: 3 clusters Score -851553.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -851563.500000 Penalty: 4437.143555
	Iteration 22Q: 3 clusters Score -851563.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -851570.187500 Penalty: 4437.143555
	Iteration 23Q: 3 clusters Score -851570.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -851576.937500 Penalty: 4437.143555
	Iteration 24Q: 3 clusters Score -851576.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -851585.625000 Penalty: 4437.143555
	Iteration 25Q: 3 clusters Score -851585.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -851590.187500 Penalty: 4437.143555
	Iteration 26Q: 3 clusters Score -851590.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -851596.875000 Penalty: 4437.143555
	Iteration 27Q: 3 clusters Score -851596.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -851603.937500 Penalty: 4437.143555
	Iteration 28Q: 3 clusters Score -851603.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -851612.812500 Penalty: 4437.143555
	Iteration 29Q: 3 clusters Score -851612.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -851617.500000 Penalty: 4437.143555
	Iteration 30Q: 3 clusters Score -851617.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -851622.500000 Penalty: 4437.143555
	Iteration 31Q: 3 clusters Score -851622.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -851624.562500 Penalty: 4437.143555
	Iteration 32Q: 3 clusters Score -851624.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -851628.500000 Penalty: 4437.143555
	Iteration 33Q: 3 clusters Score -851628.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -851632.500000 Penalty: 4437.143555
	Iteration 34Q: 3 clusters Score -851632.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -851632.937500 Penalty: 4437.143555
	Iteration 35Q: 3 clusters Score -851632.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -851636.937500 Penalty: 4437.143555
	Iteration 36Q: 3 clusters Score -851636.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -851649.625000 Penalty: 4437.143555
	Iteration 37Q: 3 clusters Score -851649.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -851665.750000 Penalty: 4437.143555
	Iteration 38Q: 3 clusters Score -851665.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -851682.500000 Penalty: 4437.143555
	Iteration 39Q: 3 clusters Score -851682.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -851698.437500 Penalty: 4437.143555
	Iteration 40F: 3 clusters Score -851698.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -851716.875000 Penalty: 4437.143555
	Iteration 41Q: 3 clusters Score -851716.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -851729.000000 Penalty: 4437.143555
	Iteration 42Q: 3 clusters Score -851729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -851738.000000 Penalty: 4437.143555
	Iteration 43Q: 3 clusters Score -851738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -851747.937500 Penalty: 4437.143555
	Iteration 44Q: 3 clusters Score -851747.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -851755.000000 Penalty: 4437.143555
	Iteration 45Q: 3 clusters Score -851755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -851760.500000 Penalty: 4437.143555
	Iteration 46Q: 3 clusters Score -851760.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -851762.250000 Penalty: 4437.143555
	Iteration 47Q: 3 clusters Score -851762.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -851763.500000 Penalty: 4437.143555
	Iteration 48Q: 3 clusters Score -851763.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -851769.000000 Penalty: 4437.143555
	Iteration 49Q: 3 clusters Score -851769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -851771.187500 Penalty: 4437.143555
	Iteration 50Q: 3 clusters Score -851771.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -851774.625000 Penalty: 4437.143555
	Iteration 51Q: 3 clusters Score -851774.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -851782.875000 Penalty: 4437.143555
	Iteration 52Q: 3 clusters Score -851782.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -851790.000000 Penalty: 4437.143555
	Iteration 53Q: 3 clusters Score -851790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -851799.187500 Penalty: 4437.143555
	Iteration 54Q: 3 clusters Score -851799.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -851807.437500 Penalty: 4437.143555
	Iteration 55Q: 3 clusters Score -851807.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -851828.000000 Penalty: 4437.143555
	Iteration 56Q: 3 clusters Score -851828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -851847.437500 Penalty: 4437.143555
	Iteration 57Q: 3 clusters Score -851847.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -851864.000000 Penalty: 4437.143555
	Iteration 58Q: 3 clusters Score -851864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -851879.625000 Penalty: 4437.143555
	Iteration 59Q: 3 clusters Score -851879.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -851901.000000 Penalty: 4437.143555
	Iteration 60F: 3 clusters Score -851901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -851934.812500 Penalty: 4437.143555
	Iteration 61Q: 3 clusters Score -851934.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -851967.062500 Penalty: 4437.143555
	Iteration 62Q: 3 clusters Score -851967.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -852001.312500 Penalty: 4437.143555
	Iteration 63Q: 3 clusters Score -852001.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -852046.187500 Penalty: 4437.143555
	Iteration 64Q: 3 clusters Score -852046.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -852079.562500 Penalty: 4437.143555
	Iteration 65Q: 3 clusters Score -852079.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -852104.937500 Penalty: 4437.143555
	Iteration 66Q: 3 clusters Score -852104.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -852130.375000 Penalty: 4437.143555
	Iteration 67Q: 3 clusters Score -852130.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -852156.937500 Penalty: 4437.143555
	Iteration 68Q: 3 clusters Score -852156.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -852182.750000 Penalty: 4437.143555
	Iteration 69Q: 3 clusters Score -852182.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -852203.937500 Penalty: 4437.143555
	Iteration 70Q: 3 clusters Score -852203.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -852222.687500 Penalty: 4437.143555
	Iteration 71Q: 3 clusters Score -852222.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -852236.062500 Penalty: 4437.143555
	Iteration 72Q: 3 clusters Score -852236.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -852244.312500 Penalty: 4437.143555
	Iteration 73Q: 3 clusters Score -852244.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -852257.125000 Penalty: 4437.143555
	Iteration 74Q: 3 clusters Score -852257.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -852270.437500 Penalty: 4437.143555
	Iteration 75Q: 3 clusters Score -852270.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -852280.812500 Penalty: 4437.143555
	Iteration 76Q: 3 clusters Score -852280.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -852290.062500 Penalty: 4437.143555
	Iteration 77Q: 3 clusters Score -852290.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -852297.437500 Penalty: 4437.143555
	Iteration 78Q: 3 clusters Score -852297.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -852304.937500 Penalty: 4437.143555
	Iteration 79Q: 3 clusters Score -852304.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -852311.875000 Penalty: 4437.143555
	Iteration 80F: 3 clusters Score -852311.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -852317.937500 Penalty: 4437.143555
	Iteration 81Q: 3 clusters Score -852317.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -852324.187500 Penalty: 4437.143555
	Iteration 82Q: 3 clusters Score -852324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -852329.750000 Penalty: 4437.143555
	Iteration 83Q: 3 clusters Score -852329.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -852340.250000 Penalty: 4437.143555
	Iteration 84Q: 3 clusters Score -852340.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -852348.312500 Penalty: 4437.143555
	Iteration 85Q: 3 clusters Score -852348.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -852355.500000 Penalty: 4437.143555
	Iteration 86Q: 3 clusters Score -852355.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -852361.687500 Penalty: 4437.143555
	Iteration 87Q: 3 clusters Score -852361.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -852371.750000 Penalty: 4437.143555
	Iteration 88Q: 3 clusters Score -852371.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -852380.812500 Penalty: 4437.143555
	Iteration 89Q: 3 clusters Score -852380.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -852390.375000 Penalty: 4437.143555
	Iteration 90Q: 3 clusters Score -852390.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -852396.625000 Penalty: 4437.143555
	Iteration 91Q: 3 clusters Score -852396.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -852404.812500 Penalty: 4437.143555
	Iteration 92Q: 3 clusters Score -852404.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -852411.312500 Penalty: 4437.143555
	Iteration 93Q: 3 clusters Score -852411.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -852417.750000 Penalty: 4437.143555
	Iteration 94Q: 3 clusters Score -852417.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -852420.437500 Penalty: 4437.143555
	Iteration 95Q: 3 clusters Score -852420.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -852429.687500 Penalty: 4437.143555
	Iteration 96Q: 3 clusters Score -852429.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -852440.562500 Penalty: 4437.143555
	Iteration 97Q: 3 clusters Score -852440.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -852451.875000 Penalty: 4437.143555
	Iteration 98Q: 3 clusters Score -852451.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -852464.062500 Penalty: 4437.143555
	Iteration 99Q: 3 clusters Score -852464.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -852476.437500 Penalty: 4437.143555
	Iteration 100F: 3 clusters Score -852476.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -852486.750000 Penalty: 4437.143555
	Iteration 101Q: 3 clusters Score -852486.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -852494.562500 Penalty: 4437.143555
	Iteration 102Q: 3 clusters Score -852494.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -852503.937500 Penalty: 4437.143555
	Iteration 103Q: 3 clusters Score -852503.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -852513.750000 Penalty: 4437.143555
	Iteration 104Q: 3 clusters Score -852513.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -852518.437500 Penalty: 4437.143555
	Iteration 105Q: 3 clusters Score -852518.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -852525.625000 Penalty: 4437.143555
	Iteration 106Q: 3 clusters Score -852525.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -852531.687500 Penalty: 4437.143555
	Iteration 107Q: 3 clusters Score -852531.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -852534.312500 Penalty: 4437.143555
	Iteration 108Q: 3 clusters Score -852534.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -852540.812500 Penalty: 4437.143555
	Iteration 109Q: 3 clusters Score -852540.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -852544.812500 Penalty: 4437.143555
	Iteration 110Q: 3 clusters Score -852544.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -852548.000000 Penalty: 4437.143555
	Iteration 111Q: 3 clusters Score -852548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -852552.562500 Penalty: 4437.143555
	Iteration 112Q: 3 clusters Score -852552.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -852561.937500 Penalty: 4437.143555
	Iteration 113Q: 3 clusters Score -852561.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -852573.187500 Penalty: 4437.143555
	Iteration 114Q: 3 clusters Score -852573.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -852585.437500 Penalty: 4437.143555
	Iteration 115Q: 3 clusters Score -852585.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -852592.312500 Penalty: 4437.143555
	Iteration 116Q: 3 clusters Score -852592.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -852601.062500 Penalty: 4437.143555
	Iteration 117Q: 3 clusters Score -852601.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -852607.437500 Penalty: 4437.143555
	Iteration 118Q: 3 clusters Score -852607.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -852610.375000 Penalty: 4437.143555
	Iteration 119Q: 3 clusters Score -852610.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -852616.562500 Penalty: 4437.143555
	Iteration 120F: 3 clusters Score -852616.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -852625.187500 Penalty: 4437.143555
	Iteration 121Q: 3 clusters Score -852625.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -852631.812500 Penalty: 4437.143555
	Iteration 122Q: 3 clusters Score -852631.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -852638.187500 Penalty: 4437.143555
	Iteration 123Q: 3 clusters Score -852638.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -852643.062500 Penalty: 4437.143555
	Iteration 124Q: 3 clusters Score -852643.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -852649.625000 Penalty: 4437.143555
	Iteration 125Q: 3 clusters Score -852649.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -852653.437500 Penalty: 4437.143555
	Iteration 126Q: 3 clusters Score -852653.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -852661.000000 Penalty: 4437.143555
	Iteration 127Q: 3 clusters Score -852661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -852663.875000 Penalty: 4437.143555
	Iteration 128Q: 3 clusters Score -852663.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -852668.625000 Penalty: 4437.143555
	Iteration 129Q: 3 clusters Score -852668.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -852672.312500 Penalty: 4437.143555
	Iteration 130Q: 3 clusters Score -852672.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -852673.562500 Penalty: 4437.143555
	Iteration 131Q: 3 clusters Score -852673.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -852677.625000 Penalty: 4437.143555
	Iteration 132Q: 3 clusters Score -852677.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -852682.875000 Penalty: 4437.143555
	Iteration 133Q: 3 clusters Score -852682.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -852683.312500 Penalty: 4437.143555
	Iteration 134Q: 3 clusters Score -852683.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -852688.625000 Penalty: 4437.143555
	Iteration 135Q: 3 clusters Score -852688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -852693.187500 Penalty: 4437.143555
	Iteration 136Q: 3 clusters Score -852693.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -852698.937500 Penalty: 4437.143555
	Iteration 137Q: 3 clusters Score -852698.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -852705.312500 Penalty: 4437.143555
	Iteration 138Q: 3 clusters Score -852705.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -852707.687500 Penalty: 4437.143555
	Iteration 139Q: 3 clusters Score -852707.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -852709.437500 Penalty: 4437.143555
	Iteration 140F: 3 clusters Score -852709.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -852711.062500 Penalty: 4437.143555
	Iteration 141Q: 3 clusters Score -852711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -852715.125000 Penalty: 4437.143555
	Iteration 142Q: 3 clusters Score -852715.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -852719.875000 Penalty: 4437.143555
	Iteration 143Q: 3 clusters Score -852719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -852720.750000 Penalty: 4437.143555
	Iteration 144Q: 3 clusters Score -852720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -852721.687500 Penalty: 4437.143555
	Iteration 145Q: 3 clusters Score -852721.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -852721.875000 Penalty: 4437.143555
	Iteration 146Q: 3 clusters Score -852721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -852723.000000 Penalty: 4437.143555
	Iteration 147Q: 3 clusters Score -852723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -852725.687500 Penalty: 4437.143555
	Iteration 148Q: 3 clusters Score -852725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -852727.625000 Penalty: 4437.143555
	Iteration 149Q: 3 clusters Score -852727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -852728.000000 Penalty: 4437.143555
	Iteration 150Q: 3 clusters Score -852728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -852731.562500 Penalty: 4437.143555
	Iteration 151Q: 3 clusters Score -852731.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -852732.625000 Penalty: 4437.143555
	Iteration 152Q: 3 clusters Score -852732.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -852734.937500 Penalty: 4437.143555
	Iteration 153Q: 3 clusters Score -852734.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -852734.937500 Penalty: 4437.143555
	Iteration 154F: 3 clusters Score -852734.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151938 members 
Entering Unmasked Estep 
Score: -19327246.000000 Penalty: 2958.944580
	Iteration 0F: 2 clusters Score -1.932725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -19228672.000000 Penalty: 5917.889160
	Iteration 0F: 3 clusters Score -1.922867e+07 nChanged 72827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -19271468.000000 Penalty: 5917.889160
	Iteration 1F: 3 clusters Score -1.927147e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -19273502.000000 Penalty: 5917.889160
	Iteration 2Q: 3 clusters Score -1.92735e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 88215 members 
Entering Unmasked Estep 
Score: -19276852.000000 Penalty: 5917.889160
	Iteration 3Q: 3 clusters Score -1.927685e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -19282118.000000 Penalty: 5917.889160
	Iteration 4F: 3 clusters Score -1.928212e+07 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -19289630.000000 Penalty: 5917.889160
	Iteration 5F: 3 clusters Score -1.928963e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 113686 members 
Entering Unmasked Estep 
Score: -19298156.000000 Penalty: 5917.889160
	Iteration 6F: 3 clusters Score -1.929816e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 123366 members 
Entering Unmasked Estep 
Score: -19306086.000000 Penalty: 5917.889160
	Iteration 7F: 3 clusters Score -1.930609e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 131574 members 
Entering Unmasked Estep 
Score: -19312282.000000 Penalty: 5917.889160
	Iteration 8F: 3 clusters Score -1.931228e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 137902 members 
Entering Unmasked Estep 
Score: -19316668.000000 Penalty: 5917.889160
	Iteration 9Q: 3 clusters Score -1.931667e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 142581 members 
Entering Unmasked Estep 
Score: -19319652.000000 Penalty: 5917.889160
	Iteration 10Q: 3 clusters Score -1.931965e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 145748 members 
Entering Unmasked Estep 
Score: -19321734.000000 Penalty: 5917.889160
	Iteration 11Q: 3 clusters Score -1.932173e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 147808 members 
Entering Unmasked Estep 
Score: -19322942.000000 Penalty: 5917.889160
	Iteration 12Q: 3 clusters Score -1.932294e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 149118 members 
Entering Unmasked Estep 
Score: -19323806.000000 Penalty: 5917.889160
	Iteration 13Q: 3 clusters Score -1.932381e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 149877 members 
Entering Unmasked Estep 
Score: -19324206.000000 Penalty: 5917.889160
	Iteration 14Q: 3 clusters Score -1.932421e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 150313 members 
Entering Unmasked Estep 
Score: -19324426.000000 Penalty: 5917.889160
	Iteration 15Q: 3 clusters Score -1.932443e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 150587 members 
Entering Unmasked Estep 
Score: -19324586.000000 Penalty: 5917.889160
	Iteration 16Q: 3 clusters Score -1.932459e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 150764 members 
Entering Unmasked Estep 
Score: -19324716.000000 Penalty: 5917.889160
	Iteration 17Q: 3 clusters Score -1.932472e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 150863 members 
Entering Unmasked Estep 
Score: -19324804.000000 Penalty: 5917.889160
	Iteration 18Q: 3 clusters Score -1.93248e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 150927 members 
Entering Unmasked Estep 
Score: -19324840.000000 Penalty: 5917.889160
	Iteration 19Q: 3 clusters Score -1.932484e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 150980 members 
Entering Unmasked Estep 
Score: -19324848.000000 Penalty: 5917.889160
	Iteration 20F: 3 clusters Score -1.932485e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 151012 members 
Entering Unmasked Estep 
Score: -19324872.000000 Penalty: 5917.889160
	Iteration 21Q: 3 clusters Score -1.932487e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 151044 members 
Entering Unmasked Estep 
Score: -19324890.000000 Penalty: 5917.889160
	Iteration 22Q: 3 clusters Score -1.932489e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 151070 members 
Entering Unmasked Estep 
Score: -19324924.000000 Penalty: 5917.889160
	Iteration 23Q: 3 clusters Score -1.932492e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 151088 members 
Entering Unmasked Estep 
Score: -19324970.000000 Penalty: 5917.889160
	Iteration 24Q: 3 clusters Score -1.932497e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 151107 members 
Entering Unmasked Estep 
Score: -19324978.000000 Penalty: 5917.889160
	Iteration 25Q: 3 clusters Score -1.932498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 151117 members 
Entering Unmasked Estep 
Score: -19324982.000000 Penalty: 5917.889160
	Iteration 26Q: 3 clusters Score -1.932498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 151133 members 
Entering Unmasked Estep 
Score: -19325002.000000 Penalty: 5917.889160
	Iteration 27Q: 3 clusters Score -1.9325e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 151151 members 
Entering Unmasked Estep 
Score: -19325012.000000 Penalty: 5917.889160
	Iteration 28Q: 3 clusters Score -1.932501e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 151159 members 
Entering Unmasked Estep 
Score: -19325034.000000 Penalty: 5917.889160
	Iteration 29Q: 3 clusters Score -1.932503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 151167 members 
Entering Unmasked Estep 
Score: -19325026.000000 Penalty: 5917.889160
	Iteration 30Q: 3 clusters Score -1.932503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 151179 members 
Entering Unmasked Estep 
Score: -19325030.000000 Penalty: 5917.889160
	Iteration 31Q: 3 clusters Score -1.932503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 151184 members 
Entering Unmasked Estep 
Score: -19325042.000000 Penalty: 5917.889160
	Iteration 32Q: 3 clusters Score -1.932504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 151182 members 
Entering Unmasked Estep 
Score: -19325034.000000 Penalty: 5917.889160
	Iteration 33Q: 3 clusters Score -1.932503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 151181 members 
Entering Unmasked Estep 
Score: -19325038.000000 Penalty: 5917.889160
	Iteration 34Q: 3 clusters Score -1.932504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 151184 members 
Entering Unmasked Estep 
Score: -19325044.000000 Penalty: 5917.889160
	Iteration 35Q: 3 clusters Score -1.932504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 151190 members 
Entering Unmasked Estep 
Score: -19325044.000000 Penalty: 5917.889160
	Iteration 36Q: 3 clusters Score -1.932504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 151193 members 
Entering Unmasked Estep 
Score: -19325052.000000 Penalty: 5917.889160
	Iteration 37Q: 3 clusters Score -1.932505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 151193 members 
Entering Unmasked Estep 
Score: -19325052.000000 Penalty: 5917.889160
	Iteration 38Q: 3 clusters Score -1.932505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 151196 members 
Entering Unmasked Estep 
Score: -19325066.000000 Penalty: 5917.889160
	Iteration 39Q: 3 clusters Score -1.932507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 151203 members 
Entering Unmasked Estep 
Score: -19325068.000000 Penalty: 5917.889160
	Iteration 40F: 3 clusters Score -1.932507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 151209 members 
Entering Unmasked Estep 
Score: -19325080.000000 Penalty: 5917.889160
	Iteration 41Q: 3 clusters Score -1.932508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 151210 members 
Entering Unmasked Estep 
Score: -19325074.000000 Penalty: 5917.889160
	Iteration 42Q: 3 clusters Score -1.932507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 151211 members 
Entering Unmasked Estep 
Score: -19325078.000000 Penalty: 5917.889160
	Iteration 43Q: 3 clusters Score -1.932508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 151211 members 
Entering Unmasked Estep 
Score: -19325070.000000 Penalty: 5917.889160
	Iteration 44Q: 3 clusters Score -1.932507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -19325080.000000 Penalty: 5917.889160
	Iteration 45Q: 3 clusters Score -1.932508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -19325080.000000 Penalty: 5917.889160
	Iteration 46F: 3 clusters Score -1.932508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (55274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Entering Unmasked Estep 
Score: -6699426.500000 Penalty: 2708.174561
	Iteration 0F: 2 clusters Score -6699426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -6662255.000000 Penalty: 5416.349121
	Iteration 0F: 3 clusters Score -6662255 nChanged 25707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -6676937.500000 Penalty: 5416.349121
	Iteration 1F: 3 clusters Score -6676938 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -6677931.000000 Penalty: 5416.349121
	Iteration 2Q: 3 clusters Score -6677931 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -6679179.000000 Penalty: 5416.349121
	Iteration 3F: 3 clusters Score -6679179 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -6680715.000000 Penalty: 5416.349121
	Iteration 4F: 3 clusters Score -6680715 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -6682527.000000 Penalty: 5416.349121
	Iteration 5F: 3 clusters Score -6682527 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -6684351.000000 Penalty: 5416.349121
	Iteration 6F: 3 clusters Score -6684351 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -6686085.500000 Penalty: 5416.349121
	Iteration 7F: 3 clusters Score -6686086 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -6687683.000000 Penalty: 5416.349121
	Iteration 8F: 3 clusters Score -6687683 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -6688995.000000 Penalty: 5416.349121
	Iteration 9Q: 3 clusters Score -6688995 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -6689986.000000 Penalty: 5416.349121
	Iteration 10Q: 3 clusters Score -6689986 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -6690701.500000 Penalty: 5416.349121
	Iteration 11Q: 3 clusters Score -6690702 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -6691270.000000 Penalty: 5416.349121
	Iteration 12Q: 3 clusters Score -6691270 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -6691658.500000 Penalty: 5416.349121
	Iteration 13Q: 3 clusters Score -6691658 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -6691925.000000 Penalty: 5416.349121
	Iteration 14Q: 3 clusters Score -6691925 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -6692115.000000 Penalty: 5416.349121
	Iteration 15Q: 3 clusters Score -6692115 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -6692224.500000 Penalty: 5416.349121
	Iteration 16Q: 3 clusters Score -6692224 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -6692372.000000 Penalty: 5416.349121
	Iteration 17Q: 3 clusters Score -6692372 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -6692528.500000 Penalty: 5416.349121
	Iteration 18Q: 3 clusters Score -6692528 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -6692670.000000 Penalty: 5416.349121
	Iteration 19Q: 3 clusters Score -6692670 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -6692790.000000 Penalty: 5416.349121
	Iteration 20F: 3 clusters Score -6692790 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -6692875.000000 Penalty: 5416.349121
	Iteration 21Q: 3 clusters Score -6692875 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -6692988.500000 Penalty: 5416.349121
	Iteration 22Q: 3 clusters Score -6692988 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -6693100.500000 Penalty: 5416.349121
	Iteration 23Q: 3 clusters Score -6693100 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -6693264.500000 Penalty: 5416.349121
	Iteration 24Q: 3 clusters Score -6693264 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -6693379.500000 Penalty: 5416.349121
	Iteration 25Q: 3 clusters Score -6693380 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -6693471.500000 Penalty: 5416.349121
	Iteration 26Q: 3 clusters Score -6693472 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -6693589.500000 Penalty: 5416.349121
	Iteration 27Q: 3 clusters Score -6693590 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -6693731.500000 Penalty: 5416.349121
	Iteration 28Q: 3 clusters Score -6693732 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -6693816.500000 Penalty: 5416.349121
	Iteration 29Q: 3 clusters Score -6693816 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -6693984.500000 Penalty: 5416.349121
	Iteration 30Q: 3 clusters Score -6693984 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -6694194.000000 Penalty: 5416.349121
	Iteration 31Q: 3 clusters Score -6694194 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -6694444.500000 Penalty: 5416.349121
	Iteration 32Q: 3 clusters Score -6694444 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -6694699.500000 Penalty: 5416.349121
	Iteration 33Q: 3 clusters Score -6694700 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -6695042.000000 Penalty: 5416.349121
	Iteration 34Q: 3 clusters Score -6695042 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -6695358.500000 Penalty: 5416.349121
	Iteration 35Q: 3 clusters Score -6695358 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -6695695.500000 Penalty: 5416.349121
	Iteration 36Q: 3 clusters Score -6695696 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -6695982.500000 Penalty: 5416.349121
	Iteration 37Q: 3 clusters Score -6695982 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -6696309.500000 Penalty: 5416.349121
	Iteration 38Q: 3 clusters Score -6696310 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -6696598.000000 Penalty: 5416.349121
	Iteration 39Q: 3 clusters Score -6696598 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -6696903.000000 Penalty: 5416.349121
	Iteration 40F: 3 clusters Score -6696903 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -6697116.000000 Penalty: 5416.349121
	Iteration 41Q: 3 clusters Score -6697116 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -6697262.500000 Penalty: 5416.349121
	Iteration 42Q: 3 clusters Score -6697262 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -6697400.000000 Penalty: 5416.349121
	Iteration 43Q: 3 clusters Score -6697400 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -6697477.000000 Penalty: 5416.349121
	Iteration 44Q: 3 clusters Score -6697477 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -6697526.000000 Penalty: 5416.349121
	Iteration 45Q: 3 clusters Score -6697526 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -6697576.500000 Penalty: 5416.349121
	Iteration 46Q: 3 clusters Score -6697576 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -6697620.500000 Penalty: 5416.349121
	Iteration 47Q: 3 clusters Score -6697620 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -6697652.000000 Penalty: 5416.349121
	Iteration 48Q: 3 clusters Score -6697652 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -6697697.500000 Penalty: 5416.349121
	Iteration 49Q: 3 clusters Score -6697698 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -6697722.000000 Penalty: 5416.349121
	Iteration 50Q: 3 clusters Score -6697722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -6697747.000000 Penalty: 5416.349121
	Iteration 51Q: 3 clusters Score -6697747 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -6697773.500000 Penalty: 5416.349121
	Iteration 52Q: 3 clusters Score -6697774 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -6697787.500000 Penalty: 5416.349121
	Iteration 53Q: 3 clusters Score -6697788 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -6697806.000000 Penalty: 5416.349121
	Iteration 54Q: 3 clusters Score -6697806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -6697816.500000 Penalty: 5416.349121
	Iteration 55Q: 3 clusters Score -6697816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -6697831.500000 Penalty: 5416.349121
	Iteration 56Q: 3 clusters Score -6697832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -6697831.500000 Penalty: 5416.349121
	Iteration 57Q: 3 clusters Score -6697832 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -6697850.500000 Penalty: 5416.349121
	Iteration 58Q: 3 clusters Score -6697850 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6697872.000000 Penalty: 5416.349121
	Iteration 59Q: 3 clusters Score -6697872 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6697890.500000 Penalty: 5416.349121
	Iteration 60F: 3 clusters Score -6697890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -6697899.000000 Penalty: 5416.349121
	Iteration 61Q: 3 clusters Score -6697899 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6697920.000000 Penalty: 5416.349121
	Iteration 62Q: 3 clusters Score -6697920 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -6697963.500000 Penalty: 5416.349121
	Iteration 63Q: 3 clusters Score -6697964 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -6698020.000000 Penalty: 5416.349121
	Iteration 64Q: 3 clusters Score -6698020 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -6698082.500000 Penalty: 5416.349121
	Iteration 65Q: 3 clusters Score -6698082 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -6698187.500000 Penalty: 5416.349121
	Iteration 66Q: 3 clusters Score -6698188 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6698326.500000 Penalty: 5416.349121
	Iteration 67Q: 3 clusters Score -6698326 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6698503.500000 Penalty: 5416.349121
	Iteration 68Q: 3 clusters Score -6698504 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6698666.000000 Penalty: 5416.349121
	Iteration 69Q: 3 clusters Score -6698666 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -6698731.000000 Penalty: 5416.349121
	Iteration 70Q: 3 clusters Score -6698731 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -6698744.500000 Penalty: 5416.349121
	Iteration 71Q: 3 clusters Score -6698744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6698766.500000 Penalty: 5416.349121
	Iteration 72Q: 3 clusters Score -6698766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -6698788.500000 Penalty: 5416.349121
	Iteration 73Q: 3 clusters Score -6698788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6698803.000000 Penalty: 5416.349121
	Iteration 74Q: 3 clusters Score -6698803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6698817.500000 Penalty: 5416.349121
	Iteration 75Q: 3 clusters Score -6698818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6698822.500000 Penalty: 5416.349121
	Iteration 76Q: 3 clusters Score -6698822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -6698814.500000 Penalty: 5416.349121
	Iteration 77Q: 3 clusters Score -6698814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6698810.500000 Penalty: 5416.349121
	Iteration 78Q: 3 clusters Score -6698810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6698809.000000 Penalty: 5416.349121
	Iteration 79Q: 3 clusters Score -6698809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6698816.000000 Penalty: 5416.349121
	Iteration 80F: 3 clusters Score -6698816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -6698816.500000 Penalty: 5416.349121
	Iteration 81Q: 3 clusters Score -6698816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6698822.500000 Penalty: 5416.349121
	Iteration 82Q: 3 clusters Score -6698822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6698821.000000 Penalty: 5416.349121
	Iteration 83Q: 3 clusters Score -6698821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6698824.000000 Penalty: 5416.349121
	Iteration 84Q: 3 clusters Score -6698824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6698832.000000 Penalty: 5416.349121
	Iteration 85Q: 3 clusters Score -6698832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6698827.000000 Penalty: 5416.349121
	Iteration 86Q: 3 clusters Score -6698827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -6698816.500000 Penalty: 5416.349121
	Iteration 87Q: 3 clusters Score -6698816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6698819.500000 Penalty: 5416.349121
	Iteration 88Q: 3 clusters Score -6698820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6698820.000000 Penalty: 5416.349121
	Iteration 89Q: 3 clusters Score -6698820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -6698824.500000 Penalty: 5416.349121
	Iteration 90Q: 3 clusters Score -6698824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6698827.500000 Penalty: 5416.349121
	Iteration 91Q: 3 clusters Score -6698828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6698825.000000 Penalty: 5416.349121
	Iteration 92Q: 3 clusters Score -6698825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6698825.000000 Penalty: 5416.349121
	Iteration 93F: 3 clusters Score -6698825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Entering Unmasked Estep 
Score: -329448.687500 Penalty: 1965.886963
	Iteration 0F: 2 clusters Score -329448.7 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 1385 members 
Entering Unmasked Estep 
Score: -326358.843750 Penalty: 3931.773926
	Iteration 0F: 3 clusters Score -326358.8 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -326955.093750 Penalty: 3931.773926
	Iteration 1F: 3 clusters Score -326955.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -327125.906250 Penalty: 3931.773926
	Iteration 2F: 3 clusters Score -327125.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -327219.406250 Penalty: 3931.773926
	Iteration 3Q: 3 clusters Score -327219.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -327297.500000 Penalty: 3931.773926
	Iteration 4Q: 3 clusters Score -327297.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -327366.156250 Penalty: 3931.773926
	Iteration 5Q: 3 clusters Score -327366.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -327431.406250 Penalty: 3931.773926
	Iteration 6Q: 3 clusters Score -327431.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -327484.281250 Penalty: 3931.773926
	Iteration 7Q: 3 clusters Score -327484.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -327525.093750 Penalty: 3931.773926
	Iteration 8Q: 3 clusters Score -327525.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -327571.281250 Penalty: 3931.773926
	Iteration 9Q: 3 clusters Score -327571.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -327620.937500 Penalty: 3931.773926
	Iteration 10Q: 3 clusters Score -327620.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -327652.750000 Penalty: 3931.773926
	Iteration 11Q: 3 clusters Score -327652.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -327684.781250 Penalty: 3931.773926
	Iteration 12Q: 3 clusters Score -327684.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -327706.781250 Penalty: 3931.773926
	Iteration 13Q: 3 clusters Score -327706.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -327721.750000 Penalty: 3931.773926
	Iteration 14Q: 3 clusters Score -327721.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -327735.968750 Penalty: 3931.773926
	Iteration 15Q: 3 clusters Score -327736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -327752.406250 Penalty: 3931.773926
	Iteration 16Q: 3 clusters Score -327752.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -327773.531250 Penalty: 3931.773926
	Iteration 17Q: 3 clusters Score -327773.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -327792.562500 Penalty: 3931.773926
	Iteration 18Q: 3 clusters Score -327792.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -327821.031250 Penalty: 3931.773926
	Iteration 19Q: 3 clusters Score -327821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -327842.375000 Penalty: 3931.773926
	Iteration 20F: 3 clusters Score -327842.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -327863.062500 Penalty: 3931.773926
	Iteration 21Q: 3 clusters Score -327863.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -327881.687500 Penalty: 3931.773926
	Iteration 22Q: 3 clusters Score -327881.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -327893.250000 Penalty: 3931.773926
	Iteration 23Q: 3 clusters Score -327893.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -327910.156250 Penalty: 3931.773926
	Iteration 24Q: 3 clusters Score -327910.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -327927.000000 Penalty: 3931.773926
	Iteration 25Q: 3 clusters Score -327927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -327944.156250 Penalty: 3931.773926
	Iteration 26Q: 3 clusters Score -327944.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -327957.031250 Penalty: 3931.773926
	Iteration 27Q: 3 clusters Score -327957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -327978.437500 Penalty: 3931.773926
	Iteration 28Q: 3 clusters Score -327978.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -327998.781250 Penalty: 3931.773926
	Iteration 29Q: 3 clusters Score -327998.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -328015.187500 Penalty: 3931.773926
	Iteration 30Q: 3 clusters Score -328015.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -328029.000000 Penalty: 3931.773926
	Iteration 31Q: 3 clusters Score -328029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -328040.250000 Penalty: 3931.773926
	Iteration 32Q: 3 clusters Score -328040.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -328049.562500 Penalty: 3931.773926
	Iteration 33Q: 3 clusters Score -328049.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -328057.656250 Penalty: 3931.773926
	Iteration 34Q: 3 clusters Score -328057.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -328070.281250 Penalty: 3931.773926
	Iteration 35Q: 3 clusters Score -328070.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -328086.000000 Penalty: 3931.773926
	Iteration 36Q: 3 clusters Score -328086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -328103.562500 Penalty: 3931.773926
	Iteration 37Q: 3 clusters Score -328103.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -328125.031250 Penalty: 3931.773926
	Iteration 38Q: 3 clusters Score -328125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -328145.656250 Penalty: 3931.773926
	Iteration 39Q: 3 clusters Score -328145.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -328165.343750 Penalty: 3931.773926
	Iteration 40F: 3 clusters Score -328165.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -328182.843750 Penalty: 3931.773926
	Iteration 41Q: 3 clusters Score -328182.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -328193.062500 Penalty: 3931.773926
	Iteration 42Q: 3 clusters Score -328193.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -328200.343750 Penalty: 3931.773926
	Iteration 43Q: 3 clusters Score -328200.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -328208.500000 Penalty: 3931.773926
	Iteration 44Q: 3 clusters Score -328208.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -328213.593750 Penalty: 3931.773926
	Iteration 45Q: 3 clusters Score -328213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -328218.531250 Penalty: 3931.773926
	Iteration 46Q: 3 clusters Score -328218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -328222.718750 Penalty: 3931.773926
	Iteration 47Q: 3 clusters Score -328222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -328227.562500 Penalty: 3931.773926
	Iteration 48Q: 3 clusters Score -328227.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -328228.968750 Penalty: 3931.773926
	Iteration 49Q: 3 clusters Score -328229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -328230.718750 Penalty: 3931.773926
	Iteration 50Q: 3 clusters Score -328230.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -328232.031250 Penalty: 3931.773926
	Iteration 51Q: 3 clusters Score -328232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -328234.312500 Penalty: 3931.773926
	Iteration 52Q: 3 clusters Score -328234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -328236.687500 Penalty: 3931.773926
	Iteration 53Q: 3 clusters Score -328236.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -328241.687500 Penalty: 3931.773926
	Iteration 54Q: 3 clusters Score -328241.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -328249.406250 Penalty: 3931.773926
	Iteration 55Q: 3 clusters Score -328249.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -328253.843750 Penalty: 3931.773926
	Iteration 56Q: 3 clusters Score -328253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -328258.531250 Penalty: 3931.773926
	Iteration 57Q: 3 clusters Score -328258.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -328263.312500 Penalty: 3931.773926
	Iteration 58Q: 3 clusters Score -328263.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -328272.093750 Penalty: 3931.773926
	Iteration 59Q: 3 clusters Score -328272.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -328291.781250 Penalty: 3931.773926
	Iteration 60F: 3 clusters Score -328291.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -328301.125000 Penalty: 3931.773926
	Iteration 61Q: 3 clusters Score -328301.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -328315.781250 Penalty: 3931.773926
	Iteration 62Q: 3 clusters Score -328315.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -328336.343750 Penalty: 3931.773926
	Iteration 63Q: 3 clusters Score -328336.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -328377.812500 Penalty: 3931.773926
	Iteration 64Q: 3 clusters Score -328377.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -328412.000000 Penalty: 3931.773926
	Iteration 65Q: 3 clusters Score -328412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -328441.062500 Penalty: 3931.773926
	Iteration 66Q: 3 clusters Score -328441.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -328466.000000 Penalty: 3931.773926
	Iteration 67Q: 3 clusters Score -328466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -328496.843750 Penalty: 3931.773926
	Iteration 68Q: 3 clusters Score -328496.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -328513.625000 Penalty: 3931.773926
	Iteration 69Q: 3 clusters Score -328513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -328515.531250 Penalty: 3931.773926
	Iteration 70Q: 3 clusters Score -328515.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -328521.031250 Penalty: 3931.773926
	Iteration 71Q: 3 clusters Score -328521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -328523.031250 Penalty: 3931.773926
	Iteration 72Q: 3 clusters Score -328523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -328524.125000 Penalty: 3931.773926
	Iteration 73Q: 3 clusters Score -328524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -328524.125000 Penalty: 3931.773926
	Iteration 74F: 3 clusters Score -328524.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Entering Unmasked Estep 
Score: -6054252.000000 Penalty: 2671.808350
	Iteration 0F: 2 clusters Score -6054252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -6021951.000000 Penalty: 5343.616699
	Iteration 0F: 3 clusters Score -6021951 nChanged 22016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -6034258.000000 Penalty: 5343.616699
	Iteration 1F: 3 clusters Score -6034258 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -6034897.500000 Penalty: 5343.616699
	Iteration 2Q: 3 clusters Score -6034898 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -6035654.500000 Penalty: 5343.616699
	Iteration 3Q: 3 clusters Score -6035654 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -6036776.500000 Penalty: 5343.616699
	Iteration 4F: 3 clusters Score -6036776 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -6038520.500000 Penalty: 5343.616699
	Iteration 5F: 3 clusters Score -6038520 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -6041081.500000 Penalty: 5343.616699
	Iteration 6F: 3 clusters Score -6041082 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -6044193.500000 Penalty: 5343.616699
	Iteration 7F: 3 clusters Score -6044194 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -6047326.500000 Penalty: 5343.616699
	Iteration 8F: 3 clusters Score -6047326 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -6049720.500000 Penalty: 5343.616699
	Iteration 9F: 3 clusters Score -6049720 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -6050968.500000 Penalty: 5343.616699
	Iteration 10Q: 3 clusters Score -6050968 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -6051485.500000 Penalty: 5343.616699
	Iteration 11Q: 3 clusters Score -6051486 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -6051703.000000 Penalty: 5343.616699
	Iteration 12Q: 3 clusters Score -6051703 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -6051810.000000 Penalty: 5343.616699
	Iteration 13Q: 3 clusters Score -6051810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -6051855.500000 Penalty: 5343.616699
	Iteration 14Q: 3 clusters Score -6051856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -6051883.000000 Penalty: 5343.616699
	Iteration 15Q: 3 clusters Score -6051883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -6051903.000000 Penalty: 5343.616699
	Iteration 16Q: 3 clusters Score -6051903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -6051917.000000 Penalty: 5343.616699
	Iteration 17Q: 3 clusters Score -6051917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6051923.000000 Penalty: 5343.616699
	Iteration 18Q: 3 clusters Score -6051923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6051932.500000 Penalty: 5343.616699
	Iteration 19Q: 3 clusters Score -6051932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6051935.000000 Penalty: 5343.616699
	Iteration 20F: 3 clusters Score -6051935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6051937.000000 Penalty: 5343.616699
	Iteration 21Q: 3 clusters Score -6051937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6051937.000000 Penalty: 5343.616699
	Iteration 22F: 3 clusters Score -6051937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (149162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149162 members 
Entering Unmasked Estep 
Score: -19305720.000000 Penalty: 2954.371582
	Iteration 0F: 2 clusters Score -1.930572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -19207376.000000 Penalty: 5908.743164
	Iteration 0F: 3 clusters Score -1.920738e+07 nChanged 71383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -19250566.000000 Penalty: 5908.743164
	Iteration 1F: 3 clusters Score -1.925057e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -19253334.000000 Penalty: 5908.743164
	Iteration 2Q: 3 clusters Score -1.925333e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -19257986.000000 Penalty: 5908.743164
	Iteration 3F: 3 clusters Score -1.925799e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94707 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -19265296.000000 Penalty: 5908.743164
	Iteration 4F: 3 clusters Score -1.92653e+07 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -19274714.000000 Penalty: 5908.743164
	Iteration 5F: 3 clusters Score -1.927471e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110307 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -19283848.000000 Penalty: 5908.743164
	Iteration 6F: 3 clusters Score -1.928385e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116096 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -19290826.000000 Penalty: 5908.743164
	Iteration 7F: 3 clusters Score -1.929083e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120207 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -19294978.000000 Penalty: 5908.743164
	Iteration 8Q: 3 clusters Score -1.929498e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123468 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -19297056.000000 Penalty: 5908.743164
	Iteration 9Q: 3 clusters Score -1.929706e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126395 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -19298564.000000 Penalty: 5908.743164
	Iteration 10Q: 3 clusters Score -1.929856e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129023 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -19299558.000000 Penalty: 5908.743164
	Iteration 11Q: 3 clusters Score -1.929956e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131412 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -19300378.000000 Penalty: 5908.743164
	Iteration 12Q: 3 clusters Score -1.930038e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133521 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -19301156.000000 Penalty: 5908.743164
	Iteration 13Q: 3 clusters Score -1.930116e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135373 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -19301638.000000 Penalty: 5908.743164
	Iteration 14Q: 3 clusters Score -1.930164e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137020 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -19302034.000000 Penalty: 5908.743164
	Iteration 15Q: 3 clusters Score -1.930203e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138451 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -19302406.000000 Penalty: 5908.743164
	Iteration 16Q: 3 clusters Score -1.930241e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139739 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -19302708.000000 Penalty: 5908.743164
	Iteration 17Q: 3 clusters Score -1.930271e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140861 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -19302932.000000 Penalty: 5908.743164
	Iteration 18Q: 3 clusters Score -1.930293e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141858 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -19303208.000000 Penalty: 5908.743164
	Iteration 19Q: 3 clusters Score -1.930321e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142718 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -19303404.000000 Penalty: 5908.743164
	Iteration 20F: 3 clusters Score -1.93034e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143436 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -19303526.000000 Penalty: 5908.743164
	Iteration 21Q: 3 clusters Score -1.930353e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144027 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -19303674.000000 Penalty: 5908.743164
	Iteration 22Q: 3 clusters Score -1.930367e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144504 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -19303790.000000 Penalty: 5908.743164
	Iteration 23Q: 3 clusters Score -1.930379e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144902 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -19303806.000000 Penalty: 5908.743164
	Iteration 24Q: 3 clusters Score -1.930381e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145279 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -19303896.000000 Penalty: 5908.743164
	Iteration 25Q: 3 clusters Score -1.93039e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145616 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -19303956.000000 Penalty: 5908.743164
	Iteration 26Q: 3 clusters Score -1.930396e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145905 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -19303982.000000 Penalty: 5908.743164
	Iteration 27Q: 3 clusters Score -1.930398e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146140 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -19304010.000000 Penalty: 5908.743164
	Iteration 28Q: 3 clusters Score -1.930401e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146333 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -19304046.000000 Penalty: 5908.743164
	Iteration 29Q: 3 clusters Score -1.930405e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146500 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -19304064.000000 Penalty: 5908.743164
	Iteration 30Q: 3 clusters Score -1.930406e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146634 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -19304076.000000 Penalty: 5908.743164
	Iteration 31Q: 3 clusters Score -1.930408e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146773 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -19304112.000000 Penalty: 5908.743164
	Iteration 32Q: 3 clusters Score -1.930411e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146894 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -19304146.000000 Penalty: 5908.743164
	Iteration 33Q: 3 clusters Score -1.930415e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146990 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -19304106.000000 Penalty: 5908.743164
	Iteration 34Q: 3 clusters Score -1.930411e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147078 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -19304114.000000 Penalty: 5908.743164
	Iteration 35Q: 3 clusters Score -1.930411e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147145 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -19304140.000000 Penalty: 5908.743164
	Iteration 36Q: 3 clusters Score -1.930414e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147194 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -19304144.000000 Penalty: 5908.743164
	Iteration 37Q: 3 clusters Score -1.930414e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147236 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -19304134.000000 Penalty: 5908.743164
	Iteration 38Q: 3 clusters Score -1.930413e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147270 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -19304140.000000 Penalty: 5908.743164
	Iteration 39Q: 3 clusters Score -1.930414e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147300 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -19304172.000000 Penalty: 5908.743164
	Iteration 40F: 3 clusters Score -1.930417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147323 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -19304126.000000 Penalty: 5908.743164
	Iteration 41Q: 3 clusters Score -1.930413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147338 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -19304140.000000 Penalty: 5908.743164
	Iteration 42Q: 3 clusters Score -1.930414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147355 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -19304132.000000 Penalty: 5908.743164
	Iteration 43Q: 3 clusters Score -1.930413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147373 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -19304118.000000 Penalty: 5908.743164
	Iteration 44Q: 3 clusters Score -1.930412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147393 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -19304118.000000 Penalty: 5908.743164
	Iteration 45Q: 3 clusters Score -1.930412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147406 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -19304120.000000 Penalty: 5908.743164
	Iteration 46Q: 3 clusters Score -1.930412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147418 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -19304126.000000 Penalty: 5908.743164
	Iteration 47Q: 3 clusters Score -1.930413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147425 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -19304120.000000 Penalty: 5908.743164
	Iteration 48Q: 3 clusters Score -1.930412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147433 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -19304124.000000 Penalty: 5908.743164
	Iteration 49Q: 3 clusters Score -1.930412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147443 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -19304126.000000 Penalty: 5908.743164
	Iteration 50Q: 3 clusters Score -1.930413e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147457 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19304118.000000 Penalty: 5908.743164
	Iteration 51Q: 3 clusters Score -1.930412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147475 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19304110.000000 Penalty: 5908.743164
	Iteration 52Q: 3 clusters Score -1.930411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147492 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -19304114.000000 Penalty: 5908.743164
	Iteration 53Q: 3 clusters Score -1.930411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147509 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -19304092.000000 Penalty: 5908.743164
	Iteration 54Q: 3 clusters Score -1.930409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -19304108.000000 Penalty: 5908.743164
	Iteration 55Q: 3 clusters Score -1.930411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147532 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -19304118.000000 Penalty: 5908.743164
	Iteration 56Q: 3 clusters Score -1.930412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147545 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -19304120.000000 Penalty: 5908.743164
	Iteration 57Q: 3 clusters Score -1.930412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -19304128.000000 Penalty: 5908.743164
	Iteration 58Q: 3 clusters Score -1.930413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147561 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -19304130.000000 Penalty: 5908.743164
	Iteration 59Q: 3 clusters Score -1.930413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147565 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -19304118.000000 Penalty: 5908.743164
	Iteration 60F: 3 clusters Score -1.930412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147572 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19304126.000000 Penalty: 5908.743164
	Iteration 61Q: 3 clusters Score -1.930413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147575 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -19304110.000000 Penalty: 5908.743164
	Iteration 62Q: 3 clusters Score -1.930411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147578 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19304118.000000 Penalty: 5908.743164
	Iteration 63Q: 3 clusters Score -1.930412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147579 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -19304112.000000 Penalty: 5908.743164
	Iteration 64Q: 3 clusters Score -1.930411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147579 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -19304112.000000 Penalty: 5908.743164
	Iteration 65F: 3 clusters Score -1.930411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (169744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169744 members 
Entering Unmasked Estep 
Score: -21605370.000000 Penalty: 2986.427490
	Iteration 0F: 2 clusters Score -2.160537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 84916 members 
Entering Unmasked Estep 
Score: -21499512.000000 Penalty: 5972.854980
	Iteration 0F: 3 clusters Score -2.149951e+07 nChanged 81426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -21547008.000000 Penalty: 5972.854980
	Iteration 1F: 3 clusters Score -2.154701e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 86047 members 
Entering Unmasked Estep 
Score: -21548818.000000 Penalty: 5972.854980
	Iteration 2Q: 3 clusters Score -2.154882e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 87090 members 
Entering Unmasked Estep 
Score: -21551494.000000 Penalty: 5972.854980
	Iteration 3Q: 3 clusters Score -2.155149e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80787 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -21555916.000000 Penalty: 5972.854980
	Iteration 4Q: 3 clusters Score -2.155592e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 92073 members 
Entering Unmasked Estep 
Score: -21562420.000000 Penalty: 5972.854980
	Iteration 5F: 3 clusters Score -2.156242e+07 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73563 members 
Mstep: Class 2 contains 96181 members 
Entering Unmasked Estep 
Score: -21571706.000000 Penalty: 5972.854980
	Iteration 6F: 3 clusters Score -2.157171e+07 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -21582858.000000 Penalty: 5972.854980
	Iteration 7F: 3 clusters Score -2.158286e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68229 members 
Mstep: Class 2 contains 101515 members 
Entering Unmasked Estep 
Score: -21593930.000000 Penalty: 5972.854980
	Iteration 8F: 3 clusters Score -2.159393e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -21601894.000000 Penalty: 5972.854980
	Iteration 9F: 3 clusters Score -2.160189e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -21605262.000000 Penalty: 5972.854980
	Iteration 10Q: 3 clusters Score -2.160526e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -21606914.000000 Penalty: 5972.854980
	Iteration 11Q: 3 clusters Score -2.160691e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -21607966.000000 Penalty: 5972.854980
	Iteration 12Q: 3 clusters Score -2.160797e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -21608818.000000 Penalty: 5972.854980
	Iteration 13Q: 3 clusters Score -2.160882e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 94740 members 
Entering Unmasked Estep 
Score: -21609400.000000 Penalty: 5972.854980
	Iteration 14Q: 3 clusters Score -2.16094e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 93180 members 
Entering Unmasked Estep 
Score: -21609960.000000 Penalty: 5972.854980
	Iteration 15Q: 3 clusters Score -2.160996e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -21610384.000000 Penalty: 5972.854980
	Iteration 16Q: 3 clusters Score -2.161038e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79622 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -21610782.000000 Penalty: 5972.854980
	Iteration 17Q: 3 clusters Score -2.161078e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 88702 members 
Entering Unmasked Estep 
Score: -21611256.000000 Penalty: 5972.854980
	Iteration 18Q: 3 clusters Score -2.161126e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -21611682.000000 Penalty: 5972.854980
	Iteration 19Q: 3 clusters Score -2.161168e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83559 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -21611852.000000 Penalty: 5972.854980
	Iteration 20F: 3 clusters Score -2.161185e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Mstep: Class 2 contains 85057 members 
Entering Unmasked Estep 
Score: -21612052.000000 Penalty: 5972.854980
	Iteration 21Q: 3 clusters Score -2.161205e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 84068 members 
Entering Unmasked Estep 
Score: -21612236.000000 Penalty: 5972.854980
	Iteration 22Q: 3 clusters Score -2.161224e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 83223 members 
Entering Unmasked Estep 
Score: -21612364.000000 Penalty: 5972.854980
	Iteration 23Q: 3 clusters Score -2.161236e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87275 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -21612486.000000 Penalty: 5972.854980
	Iteration 24Q: 3 clusters Score -2.161249e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
Score: -21612552.000000 Penalty: 5972.854980
	Iteration 25Q: 3 clusters Score -2.161255e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -21612698.000000 Penalty: 5972.854980
	Iteration 26Q: 3 clusters Score -2.16127e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 80779 members 
Entering Unmasked Estep 
Score: -21612724.000000 Penalty: 5972.854980
	Iteration 27Q: 3 clusters Score -2.161272e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -21612694.000000 Penalty: 5972.854980
	Iteration 28Q: 3 clusters Score -2.161269e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89665 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -21612738.000000 Penalty: 5972.854980
	Iteration 29Q: 3 clusters Score -2.161274e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -21612790.000000 Penalty: 5972.854980
	Iteration 30Q: 3 clusters Score -2.161279e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90141 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -21612816.000000 Penalty: 5972.854980
	Iteration 31Q: 3 clusters Score -2.161282e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -21612844.000000 Penalty: 5972.854980
	Iteration 32Q: 3 clusters Score -2.161284e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90515 members 
Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
Score: -21612826.000000 Penalty: 5972.854980
	Iteration 33Q: 3 clusters Score -2.161283e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90690 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -21612832.000000 Penalty: 5972.854980
	Iteration 34Q: 3 clusters Score -2.161283e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -21612800.000000 Penalty: 5972.854980
	Iteration 35Q: 3 clusters Score -2.16128e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90953 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -21612820.000000 Penalty: 5972.854980
	Iteration 36Q: 3 clusters Score -2.161282e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91052 members 
Mstep: Class 2 contains 78692 members 
Entering Unmasked Estep 
Score: -21612844.000000 Penalty: 5972.854980
	Iteration 37Q: 3 clusters Score -2.161284e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -21612832.000000 Penalty: 5972.854980
	Iteration 38Q: 3 clusters Score -2.161283e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91265 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -21612830.000000 Penalty: 5972.854980
	Iteration 39Q: 3 clusters Score -2.161283e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -21612848.000000 Penalty: 5972.854980
	Iteration 40F: 3 clusters Score -2.161285e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -21612846.000000 Penalty: 5972.854980
	Iteration 41Q: 3 clusters Score -2.161285e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91477 members 
Mstep: Class 2 contains 78267 members 
Entering Unmasked Estep 
Score: -21612846.000000 Penalty: 5972.854980
	Iteration 42Q: 3 clusters Score -2.161285e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 78222 members 
Entering Unmasked Estep 
Score: -21612834.000000 Penalty: 5972.854980
	Iteration 43Q: 3 clusters Score -2.161283e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -21612818.000000 Penalty: 5972.854980
	Iteration 44Q: 3 clusters Score -2.161282e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 78160 members 
Entering Unmasked Estep 
Score: -21612830.000000 Penalty: 5972.854980
	Iteration 45Q: 3 clusters Score -2.161283e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 78131 members 
Entering Unmasked Estep 
Score: -21612832.000000 Penalty: 5972.854980
	Iteration 46Q: 3 clusters Score -2.161283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 78108 members 
Entering Unmasked Estep 
Score: -21612820.000000 Penalty: 5972.854980
	Iteration 47Q: 3 clusters Score -2.161282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91653 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -21612840.000000 Penalty: 5972.854980
	Iteration 48Q: 3 clusters Score -2.161284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -21612818.000000 Penalty: 5972.854980
	Iteration 49Q: 3 clusters Score -2.161282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -21612804.000000 Penalty: 5972.854980
	Iteration 50Q: 3 clusters Score -2.16128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91686 members 
Mstep: Class 2 contains 78058 members 
Entering Unmasked Estep 
Score: -21612820.000000 Penalty: 5972.854980
	Iteration 51Q: 3 clusters Score -2.161282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91700 members 
Mstep: Class 2 contains 78044 members 
Entering Unmasked Estep 
Score: -21612822.000000 Penalty: 5972.854980
	Iteration 52Q: 3 clusters Score -2.161282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91709 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -21612826.000000 Penalty: 5972.854980
	Iteration 53Q: 3 clusters Score -2.161283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 78021 members 
Entering Unmasked Estep 
Score: -21612840.000000 Penalty: 5972.854980
	Iteration 54Q: 3 clusters Score -2.161284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -21612830.000000 Penalty: 5972.854980
	Iteration 55Q: 3 clusters Score -2.161283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91749 members 
Mstep: Class 2 contains 77995 members 
Entering Unmasked Estep 
Score: -21612824.000000 Penalty: 5972.854980
	Iteration 56Q: 3 clusters Score -2.161282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -21612826.000000 Penalty: 5972.854980
	Iteration 57Q: 3 clusters Score -2.161283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -21612810.000000 Penalty: 5972.854980
	Iteration 58Q: 3 clusters Score -2.161281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91773 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -21612824.000000 Penalty: 5972.854980
	Iteration 59Q: 3 clusters Score -2.161282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91781 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -21612830.000000 Penalty: 5972.854980
	Iteration 60F: 3 clusters Score -2.161283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 77957 members 
Entering Unmasked Estep 
Score: -21612830.000000 Penalty: 5972.854980
	Iteration 61Q: 3 clusters Score -2.161283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 77953 members 
Entering Unmasked Estep 
Score: -21612838.000000 Penalty: 5972.854980
	Iteration 62Q: 3 clusters Score -2.161284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -21612838.000000 Penalty: 5972.854980
	Iteration 63Q: 3 clusters Score -2.161284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91800 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -21612836.000000 Penalty: 5972.854980
	Iteration 64Q: 3 clusters Score -2.161284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91803 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -21612846.000000 Penalty: 5972.854980
	Iteration 65Q: 3 clusters Score -2.161285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -21612832.000000 Penalty: 5972.854980
	Iteration 66Q: 3 clusters Score -2.161283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91817 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -21612826.000000 Penalty: 5972.854980
	Iteration 67Q: 3 clusters Score -2.161283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91818 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -21612834.000000 Penalty: 5972.854980
	Iteration 68Q: 3 clusters Score -2.161283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
Score: -21612834.000000 Penalty: 5972.854980
	Iteration 69Q: 3 clusters Score -2.161283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 77924 members 
Entering Unmasked Estep 
Score: -21612826.000000 Penalty: 5972.854980
	Iteration 70Q: 3 clusters Score -2.161283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 77924 members 
Entering Unmasked Estep 
Score: -21612826.000000 Penalty: 5972.854980
	Iteration 71F: 3 clusters Score -2.161283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 100799 members 
Mstep: Class 4 contains 279282 members 
Mstep: Class 5 contains 29546 members 
Mstep: Class 6 contains 7676 members 
Mstep: Class 7 contains 151938 members 
Mstep: Class 8 contains 55274 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 47735 members 
Mstep: Class 11 contains 149162 members 
Mstep: Class 12 contains 91820 members 
Mstep: Class 13 contains 16380 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 2578 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 33863 members 
Mstep: Class 18 contains 6885 members 
Mstep: Class 19 contains 59330 members 
Mstep: Class 20 contains 53152 members 
Mstep: Class 21 contains 19293 members 
Mstep: Class 22 contains 7977 members 
Mstep: Class 23 contains 4002 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 17382 members 
Mstep: Class 26 contains 7360 members 
Mstep: Class 27 contains 8389 members 
Mstep: Class 28 contains 77924 members 
Entering Unmasked Estep 
Score: -157697424.000000 Penalty: 97570.500000
Splitting cluster 12 changes total score from -157690224.000000 to -157697424.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (16380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Entering Unmasked Estep 
Score: -1969132.375000 Penalty: 2406.546387
	Iteration 0F: 2 clusters Score -1969132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1957438.000000 Penalty: 4813.092773
	Iteration 0F: 3 clusters Score -1957438 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1961452.750000 Penalty: 4813.092773
	Iteration 1F: 3 clusters Score -1961453 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1962167.500000 Penalty: 4813.092773
	Iteration 2F: 3 clusters Score -1962168 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1962957.375000 Penalty: 4813.092773
	Iteration 3F: 3 clusters Score -1962957 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1963751.000000 Penalty: 4813.092773
	Iteration 4F: 3 clusters Score -1963751 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1964445.750000 Penalty: 4813.092773
	Iteration 5F: 3 clusters Score -1964446 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1965009.625000 Penalty: 4813.092773
	Iteration 6F: 3 clusters Score -1965010 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1965442.750000 Penalty: 4813.092773
	Iteration 7Q: 3 clusters Score -1965443 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1965784.000000 Penalty: 4813.092773
	Iteration 8Q: 3 clusters Score -1965784 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1966028.875000 Penalty: 4813.092773
	Iteration 9Q: 3 clusters Score -1966029 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1966203.875000 Penalty: 4813.092773
	Iteration 10Q: 3 clusters Score -1966204 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1966325.875000 Penalty: 4813.092773
	Iteration 11Q: 3 clusters Score -1966326 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1966403.875000 Penalty: 4813.092773
	Iteration 12Q: 3 clusters Score -1966404 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1966449.000000 Penalty: 4813.092773
	Iteration 13Q: 3 clusters Score -1966449 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1966480.000000 Penalty: 4813.092773
	Iteration 14Q: 3 clusters Score -1966480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1966509.625000 Penalty: 4813.092773
	Iteration 15Q: 3 clusters Score -1966510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1966520.625000 Penalty: 4813.092773
	Iteration 16Q: 3 clusters Score -1966521 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1966540.750000 Penalty: 4813.092773
	Iteration 17Q: 3 clusters Score -1966541 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1966548.625000 Penalty: 4813.092773
	Iteration 18Q: 3 clusters Score -1966549 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1966561.125000 Penalty: 4813.092773
	Iteration 19Q: 3 clusters Score -1966561 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1966570.750000 Penalty: 4813.092773
	Iteration 20F: 3 clusters Score -1966571 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1966579.625000 Penalty: 4813.092773
	Iteration 21Q: 3 clusters Score -1966580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1966580.875000 Penalty: 4813.092773
	Iteration 22Q: 3 clusters Score -1966581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1966585.750000 Penalty: 4813.092773
	Iteration 23Q: 3 clusters Score -1966586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1966594.750000 Penalty: 4813.092773
	Iteration 24Q: 3 clusters Score -1966595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1966592.750000 Penalty: 4813.092773
	Iteration 25Q: 3 clusters Score -1966593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1966591.875000 Penalty: 4813.092773
	Iteration 26Q: 3 clusters Score -1966592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1966597.125000 Penalty: 4813.092773
	Iteration 27Q: 3 clusters Score -1966597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1966605.000000 Penalty: 4813.092773
	Iteration 28Q: 3 clusters Score -1966605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1966606.875000 Penalty: 4813.092773
	Iteration 29Q: 3 clusters Score -1966607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1966612.250000 Penalty: 4813.092773
	Iteration 30Q: 3 clusters Score -1966612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1966614.875000 Penalty: 4813.092773
	Iteration 31Q: 3 clusters Score -1966615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1966612.625000 Penalty: 4813.092773
	Iteration 32Q: 3 clusters Score -1966613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1966622.500000 Penalty: 4813.092773
	Iteration 33Q: 3 clusters Score -1966622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1966626.750000 Penalty: 4813.092773
	Iteration 34Q: 3 clusters Score -1966627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1966630.625000 Penalty: 4813.092773
	Iteration 35Q: 3 clusters Score -1966631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1966633.125000 Penalty: 4813.092773
	Iteration 36Q: 3 clusters Score -1966633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1966636.125000 Penalty: 4813.092773
	Iteration 37Q: 3 clusters Score -1966636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1966644.500000 Penalty: 4813.092773
	Iteration 38Q: 3 clusters Score -1966644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1966652.000000 Penalty: 4813.092773
	Iteration 39Q: 3 clusters Score -1966652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1966657.375000 Penalty: 4813.092773
	Iteration 40F: 3 clusters Score -1966657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1966664.625000 Penalty: 4813.092773
	Iteration 41Q: 3 clusters Score -1966665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1966672.125000 Penalty: 4813.092773
	Iteration 42Q: 3 clusters Score -1966672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1966676.500000 Penalty: 4813.092773
	Iteration 43Q: 3 clusters Score -1966676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1966691.500000 Penalty: 4813.092773
	Iteration 44Q: 3 clusters Score -1966692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1966689.375000 Penalty: 4813.092773
	Iteration 45Q: 3 clusters Score -1966689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1966698.250000 Penalty: 4813.092773
	Iteration 46Q: 3 clusters Score -1966698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1966712.125000 Penalty: 4813.092773
	Iteration 47Q: 3 clusters Score -1966712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1966716.625000 Penalty: 4813.092773
	Iteration 48Q: 3 clusters Score -1966717 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1966727.500000 Penalty: 4813.092773
	Iteration 49Q: 3 clusters Score -1966728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1966736.875000 Penalty: 4813.092773
	Iteration 50Q: 3 clusters Score -1966737 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1966757.250000 Penalty: 4813.092773
	Iteration 51Q: 3 clusters Score -1966757 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1966765.000000 Penalty: 4813.092773
	Iteration 52Q: 3 clusters Score -1966765 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1966793.625000 Penalty: 4813.092773
	Iteration 53Q: 3 clusters Score -1966794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1966813.500000 Penalty: 4813.092773
	Iteration 54Q: 3 clusters Score -1966814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1966830.375000 Penalty: 4813.092773
	Iteration 55Q: 3 clusters Score -1966830 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1966850.000000 Penalty: 4813.092773
	Iteration 56Q: 3 clusters Score -1966850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1966862.875000 Penalty: 4813.092773
	Iteration 57Q: 3 clusters Score -1966863 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1966876.375000 Penalty: 4813.092773
	Iteration 58Q: 3 clusters Score -1966876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1966889.625000 Penalty: 4813.092773
	Iteration 59Q: 3 clusters Score -1966890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1966897.125000 Penalty: 4813.092773
	Iteration 60F: 3 clusters Score -1966897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1966906.250000 Penalty: 4813.092773
	Iteration 61Q: 3 clusters Score -1966906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1966912.625000 Penalty: 4813.092773
	Iteration 62Q: 3 clusters Score -1966913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1966918.250000 Penalty: 4813.092773
	Iteration 63Q: 3 clusters Score -1966918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1966921.000000 Penalty: 4813.092773
	Iteration 64Q: 3 clusters Score -1966921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1966921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1966930.125000 Penalty: 4813.092773
	Iteration 66Q: 3 clusters Score -1966930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1966932.750000 Penalty: 4813.092773
	Iteration 67Q: 3 clusters Score -1966933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1966940.625000 Penalty: 4813.092773
	Iteration 68Q: 3 clusters Score -1966941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1966945.250000 Penalty: 4813.092773
	Iteration 69Q: 3 clusters Score -1966945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1966942.250000 Penalty: 4813.092773
	Iteration 70Q: 3 clusters Score -1966942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1966950.750000 Penalty: 4813.092773
	Iteration 71Q: 3 clusters Score -1966951 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1966953.500000 Penalty: 4813.092773
	Iteration 72Q: 3 clusters Score -1966954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1966963.250000 Penalty: 4813.092773
	Iteration 73Q: 3 clusters Score -1966963 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1966967.750000 Penalty: 4813.092773
	Iteration 74Q: 3 clusters Score -1966968 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1966971.750000 Penalty: 4813.092773
	Iteration 75Q: 3 clusters Score -1966972 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1966977.250000 Penalty: 4813.092773
	Iteration 76Q: 3 clusters Score -1966977 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1966983.500000 Penalty: 4813.092773
	Iteration 77Q: 3 clusters Score -1966984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1966996.250000 Penalty: 4813.092773
	Iteration 78Q: 3 clusters Score -1966996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1967000.750000 Penalty: 4813.092773
	Iteration 79Q: 3 clusters Score -1967001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1967013.875000 Penalty: 4813.092773
	Iteration 80F: 3 clusters Score -1967014 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1967025.000000 Penalty: 4813.092773
	Iteration 81Q: 3 clusters Score -1967025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1967041.125000 Penalty: 4813.092773
	Iteration 82Q: 3 clusters Score -1967041 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1967046.250000 Penalty: 4813.092773
	Iteration 83Q: 3 clusters Score -1967046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1967064.750000 Penalty: 4813.092773
	Iteration 84Q: 3 clusters Score -1967065 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1967083.875000 Penalty: 4813.092773
	Iteration 85Q: 3 clusters Score -1967084 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1967100.000000 Penalty: 4813.092773
	Iteration 86Q: 3 clusters Score -1967100 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1967123.500000 Penalty: 4813.092773
	Iteration 87Q: 3 clusters Score -1967124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1967147.000000 Penalty: 4813.092773
	Iteration 88Q: 3 clusters Score -1967147 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1967173.250000 Penalty: 4813.092773
	Iteration 89Q: 3 clusters Score -1967173 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1967205.750000 Penalty: 4813.092773
	Iteration 90Q: 3 clusters Score -1967206 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1967229.750000 Penalty: 4813.092773
	Iteration 91Q: 3 clusters Score -1967230 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1967261.250000 Penalty: 4813.092773
	Iteration 92Q: 3 clusters Score -1967261 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1967280.125000 Penalty: 4813.092773
	Iteration 93Q: 3 clusters Score -1967280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1967300.625000 Penalty: 4813.092773
	Iteration 94Q: 3 clusters Score -1967301 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1967327.750000 Penalty: 4813.092773
	Iteration 95Q: 3 clusters Score -1967328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1967344.250000 Penalty: 4813.092773
	Iteration 96Q: 3 clusters Score -1967344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1967354.750000 Penalty: 4813.092773
	Iteration 97Q: 3 clusters Score -1967355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1967374.000000 Penalty: 4813.092773
	Iteration 98Q: 3 clusters Score -1967374 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1967385.375000 Penalty: 4813.092773
	Iteration 99Q: 3 clusters Score -1967385 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1967398.375000 Penalty: 4813.092773
	Iteration 100F: 3 clusters Score -1967398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1967400.500000 Penalty: 4813.092773
	Iteration 101Q: 3 clusters Score -1967400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1967404.750000 Penalty: 4813.092773
	Iteration 102Q: 3 clusters Score -1967405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1967414.250000 Penalty: 4813.092773
	Iteration 103Q: 3 clusters Score -1967414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1967419.375000 Penalty: 4813.092773
	Iteration 104Q: 3 clusters Score -1967419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1967425.000000 Penalty: 4813.092773
	Iteration 105Q: 3 clusters Score -1967425 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1967434.250000 Penalty: 4813.092773
	Iteration 106Q: 3 clusters Score -1967434 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1967449.125000 Penalty: 4813.092773
	Iteration 107Q: 3 clusters Score -1967449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1967453.875000 Penalty: 4813.092773
	Iteration 108Q: 3 clusters Score -1967454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1967461.000000 Penalty: 4813.092773
	Iteration 109Q: 3 clusters Score -1967461 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1967469.000000 Penalty: 4813.092773
	Iteration 110Q: 3 clusters Score -1967469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1967476.625000 Penalty: 4813.092773
	Iteration 111Q: 3 clusters Score -1967477 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1967475.875000 Penalty: 4813.092773
	Iteration 112Q: 3 clusters Score -1967476 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1967484.625000 Penalty: 4813.092773
	Iteration 113Q: 3 clusters Score -1967485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1967490.250000 Penalty: 4813.092773
	Iteration 114Q: 3 clusters Score -1967490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1967498.375000 Penalty: 4813.092773
	Iteration 115Q: 3 clusters Score -1967498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1967502.750000 Penalty: 4813.092773
	Iteration 116Q: 3 clusters Score -1967503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1967505.625000 Penalty: 4813.092773
	Iteration 117Q: 3 clusters Score -1967506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1967523.250000 Penalty: 4813.092773
	Iteration 118Q: 3 clusters Score -1967523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1967531.750000 Penalty: 4813.092773
	Iteration 119Q: 3 clusters Score -1967532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1967546.625000 Penalty: 4813.092773
	Iteration 120F: 3 clusters Score -1967547 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1967555.625000 Penalty: 4813.092773
	Iteration 121Q: 3 clusters Score -1967556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1967560.750000 Penalty: 4813.092773
	Iteration 122Q: 3 clusters Score -1967561 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1967574.375000 Penalty: 4813.092773
	Iteration 123Q: 3 clusters Score -1967574 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1967591.000000 Penalty: 4813.092773
	Iteration 124Q: 3 clusters Score -1967591 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1967609.750000 Penalty: 4813.092773
	Iteration 125Q: 3 clusters Score -1967610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1967630.250000 Penalty: 4813.092773
	Iteration 126Q: 3 clusters Score -1967630 nChanged 59
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Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1967642.375000 Penalty: 4813.092773
	Iteration 127Q: 3 clusters Score -1967642 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1967663.250000 Penalty: 4813.092773
	Iteration 128Q: 3 clusters Score -1967663 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1967679.500000 Penalty: 4813.092773
	Iteration 129Q: 3 clusters Score -1967680 nChanged 59
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Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1967692.500000 Penalty: 4813.092773
	Iteration 130Q: 3 clusters Score -1967692 nChanged 62
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Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1967714.500000 Penalty: 4813.092773
	Iteration 131Q: 3 clusters Score -1967714 nChanged 76
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Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1967730.375000 Penalty: 4813.092773
	Iteration 132Q: 3 clusters Score -1967730 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1967746.875000 Penalty: 4813.092773
	Iteration 133Q: 3 clusters Score -1967747 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1967770.000000 Penalty: 4813.092773
	Iteration 134Q: 3 clusters Score -1967770 nChanged 73
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Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1967795.875000 Penalty: 4813.092773
	Iteration 135Q: 3 clusters Score -1967796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1967806.750000 Penalty: 4813.092773
	Iteration 136Q: 3 clusters Score -1967807 nChanged 46
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Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1967825.875000 Penalty: 4813.092773
	Iteration 137Q: 3 clusters Score -1967826 nChanged 37
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Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1967832.875000 Penalty: 4813.092773
	Iteration 138Q: 3 clusters Score -1967833 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1967838.250000 Penalty: 4813.092773
	Iteration 139Q: 3 clusters Score -1967838 nChanged 26
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Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1967845.750000 Penalty: 4813.092773
	Iteration 140F: 3 clusters Score -1967846 nChanged 30
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Mstep: Class 1 contains 13430 members 
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Entering Unmasked Estep 
Score: -1967849.125000 Penalty: 4813.092773
	Iteration 141Q: 3 clusters Score -1967849 nChanged 33
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Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1967858.375000 Penalty: 4813.092773
	Iteration 142Q: 3 clusters Score -1967858 nChanged 29
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Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1967862.625000 Penalty: 4813.092773
	Iteration 143Q: 3 clusters Score -1967863 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1967863.125000 Penalty: 4813.092773
	Iteration 144Q: 3 clusters Score -1967863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1967863.875000 Penalty: 4813.092773
	Iteration 145Q: 3 clusters Score -1967864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1967872.125000 Penalty: 4813.092773
	Iteration 146Q: 3 clusters Score -1967872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1967871.375000 Penalty: 4813.092773
	Iteration 147Q: 3 clusters Score -1967871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1967876.875000 Penalty: 4813.092773
	Iteration 148Q: 3 clusters Score -1967877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1967874.750000 Penalty: 4813.092773
	Iteration 149Q: 3 clusters Score -1967875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1967881.250000 Penalty: 4813.092773
	Iteration 150Q: 3 clusters Score -1967881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1967888.875000 Penalty: 4813.092773
	Iteration 151Q: 3 clusters Score -1967889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1967888.750000 Penalty: 4813.092773
	Iteration 152Q: 3 clusters Score -1967889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1967884.375000 Penalty: 4813.092773
	Iteration 153Q: 3 clusters Score -1967884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1967890.875000 Penalty: 4813.092773
	Iteration 154Q: 3 clusters Score -1967891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1967890.125000 Penalty: 4813.092773
	Iteration 155Q: 3 clusters Score -1967890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1967891.375000 Penalty: 4813.092773
	Iteration 156Q: 3 clusters Score -1967891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1967890.750000 Penalty: 4813.092773
	Iteration 157Q: 3 clusters Score -1967891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1967891.875000 Penalty: 4813.092773
	Iteration 158Q: 3 clusters Score -1967892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1967897.500000 Penalty: 4813.092773
	Iteration 159Q: 3 clusters Score -1967898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1967896.375000 Penalty: 4813.092773
	Iteration 160F: 3 clusters Score -1967896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1967898.375000 Penalty: 4813.092773
	Iteration 161Q: 3 clusters Score -1967898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1967897.625000 Penalty: 4813.092773
	Iteration 162Q: 3 clusters Score -1967898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1967898.750000 Penalty: 4813.092773
	Iteration 163Q: 3 clusters Score -1967899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1967898.875000 Penalty: 4813.092773
	Iteration 164Q: 3 clusters Score -1967899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1967901.875000 Penalty: 4813.092773
	Iteration 165Q: 3 clusters Score -1967902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1967903.625000 Penalty: 4813.092773
	Iteration 166Q: 3 clusters Score -1967904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1967903.125000 Penalty: 4813.092773
	Iteration 167Q: 3 clusters Score -1967903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1967904.125000 Penalty: 4813.092773
	Iteration 168Q: 3 clusters Score -1967904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1967904.125000 Penalty: 4813.092773
	Iteration 169F: 3 clusters Score -1967904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -158767.078125 Penalty: 1806.805664
	Iteration 0F: 2 clusters Score -158767.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -156659.078125 Penalty: 3613.611328
	Iteration 0F: 3 clusters Score -156659.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -157836.109375 Penalty: 3613.611328
	Iteration 1F: 3 clusters Score -157836.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -158782.328125 Penalty: 3613.611328
	Iteration 2F: 3 clusters Score -158782.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -159290.578125 Penalty: 3613.611328
	Iteration 3F: 3 clusters Score -159290.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -159652.109375 Penalty: 3613.611328
	Iteration 4F: 3 clusters Score -159652.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -159871.343750 Penalty: 3613.611328
	Iteration 5F: 3 clusters Score -159871.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -160117.781250 Penalty: 3613.611328
	Iteration 6Q: 3 clusters Score -160117.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -160271.593750 Penalty: 3613.611328
	Iteration 7Q: 3 clusters Score -160271.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -160407.390625 Penalty: 3613.611328
	Iteration 8Q: 3 clusters Score -160407.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -160504.375000 Penalty: 3613.611328
	Iteration 9Q: 3 clusters Score -160504.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -160580.500000 Penalty: 3613.611328
	Iteration 10Q: 3 clusters Score -160580.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -160665.890625 Penalty: 3613.611328
	Iteration 11Q: 3 clusters Score -160665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -160763.406250 Penalty: 3613.611328
	Iteration 12Q: 3 clusters Score -160763.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -160915.890625 Penalty: 3613.611328
	Iteration 13Q: 3 clusters Score -160915.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -161176.843750 Penalty: 3613.611328
	Iteration 14Q: 3 clusters Score -161176.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -161318.109375 Penalty: 3613.611328
	Iteration 15Q: 3 clusters Score -161318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -161345.859375 Penalty: 3613.611328
	Iteration 16Q: 3 clusters Score -161345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -161349.781250 Penalty: 3613.611328
	Iteration 17Q: 3 clusters Score -161349.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -161355.031250 Penalty: 3613.611328
	Iteration 18Q: 3 clusters Score -161355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -161355.031250 Penalty: 3613.611328
	Iteration 19F: 3 clusters Score -161355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 100799 members 
Mstep: Class 4 contains 279282 members 
Mstep: Class 5 contains 29546 members 
Mstep: Class 6 contains 7676 members 
Mstep: Class 7 contains 151938 members 
Mstep: Class 8 contains 55274 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 47735 members 
Mstep: Class 11 contains 149162 members 
Mstep: Class 12 contains 91820 members 
Mstep: Class 13 contains 16380 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2578 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 33863 members 
Mstep: Class 18 contains 6885 members 
Mstep: Class 19 contains 59330 members 
Mstep: Class 20 contains 53152 members 
Mstep: Class 21 contains 19293 members 
Mstep: Class 22 contains 7977 members 
Mstep: Class 23 contains 4002 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 17382 members 
Mstep: Class 26 contains 7360 members 
Mstep: Class 27 contains 8389 members 
Mstep: Class 28 contains 77924 members 
Mstep: Class 29 contains 1041 members 
Entering Unmasked Estep 
Score: -157698752.000000 Penalty: 101055.156250
Splitting cluster 14 changes total score from -157690224.000000 to -157698752.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -314294.937500 Penalty: 1947.982788
	Iteration 0F: 2 clusters Score -314294.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -311341.750000 Penalty: 3895.965576
	Iteration 0F: 3 clusters Score -311341.8 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -311929.125000 Penalty: 3895.965576
	Iteration 1F: 3 clusters Score -311929.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -312045.187500 Penalty: 3895.965576
	Iteration 2F: 3 clusters Score -312045.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -312097.625000 Penalty: 3895.965576
	Iteration 3Q: 3 clusters Score -312097.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -312126.281250 Penalty: 3895.965576
	Iteration 4Q: 3 clusters Score -312126.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -312143.156250 Penalty: 3895.965576
	Iteration 5Q: 3 clusters Score -312143.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -312158.250000 Penalty: 3895.965576
	Iteration 6Q: 3 clusters Score -312158.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -312171.437500 Penalty: 3895.965576
	Iteration 7Q: 3 clusters Score -312171.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -312186.468750 Penalty: 3895.965576
	Iteration 8Q: 3 clusters Score -312186.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -312200.093750 Penalty: 3895.965576
	Iteration 9Q: 3 clusters Score -312200.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -312210.937500 Penalty: 3895.965576
	Iteration 10Q: 3 clusters Score -312210.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -312217.250000 Penalty: 3895.965576
	Iteration 11Q: 3 clusters Score -312217.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -312221.062500 Penalty: 3895.965576
	Iteration 12Q: 3 clusters Score -312221.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -312224.937500 Penalty: 3895.965576
	Iteration 13Q: 3 clusters Score -312224.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -312230.062500 Penalty: 3895.965576
	Iteration 14Q: 3 clusters Score -312230.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -312233.812500 Penalty: 3895.965576
	Iteration 15Q: 3 clusters Score -312233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -312238.437500 Penalty: 3895.965576
	Iteration 16Q: 3 clusters Score -312238.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -312244.625000 Penalty: 3895.965576
	Iteration 17Q: 3 clusters Score -312244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -312246.906250 Penalty: 3895.965576
	Iteration 18Q: 3 clusters Score -312246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -312248.343750 Penalty: 3895.965576
	Iteration 19Q: 3 clusters Score -312248.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -312249.906250 Penalty: 3895.965576
	Iteration 20F: 3 clusters Score -312249.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -312252.062500 Penalty: 3895.965576
	Iteration 21Q: 3 clusters Score -312252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -312253.500000 Penalty: 3895.965576
	Iteration 22Q: 3 clusters Score -312253.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -312253.937500 Penalty: 3895.965576
	Iteration 23Q: 3 clusters Score -312253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -312255.656250 Penalty: 3895.965576
	Iteration 24Q: 3 clusters Score -312255.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -312257.781250 Penalty: 3895.965576
	Iteration 25Q: 3 clusters Score -312257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -312259.750000 Penalty: 3895.965576
	Iteration 26Q: 3 clusters Score -312259.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -312260.468750 Penalty: 3895.965576
	Iteration 27Q: 3 clusters Score -312260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -312260.281250 Penalty: 3895.965576
	Iteration 28Q: 3 clusters Score -312260.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -312260.281250 Penalty: 3895.965576
	Iteration 29F: 3 clusters Score -312260.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Entering Unmasked Estep 
Score: -1019982.562500 Penalty: 2253.726562
	Iteration 0F: 2 clusters Score -1019983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1013080.437500 Penalty: 4507.453125
	Iteration 0F: 3 clusters Score -1013080 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1015308.500000 Penalty: 4507.453125
	Iteration 1F: 3 clusters Score -1015308 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1015842.250000 Penalty: 4507.453125
	Iteration 2F: 3 clusters Score -1015842 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1016256.937500 Penalty: 4507.453125
	Iteration 3F: 3 clusters Score -1016257 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1016690.937500 Penalty: 4507.453125
	Iteration 4F: 3 clusters Score -1016691 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1017071.125000 Penalty: 4507.453125
	Iteration 5F: 3 clusters Score -1017071 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1017375.250000 Penalty: 4507.453125
	Iteration 6F: 3 clusters Score -1017375 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1017603.062500 Penalty: 4507.453125
	Iteration 7Q: 3 clusters Score -1017603 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1017786.500000 Penalty: 4507.453125
	Iteration 8Q: 3 clusters Score -1017786 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1017923.250000 Penalty: 4507.453125
	Iteration 9Q: 3 clusters Score -1017923 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1018030.375000 Penalty: 4507.453125
	Iteration 10Q: 3 clusters Score -1018030 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1018114.750000 Penalty: 4507.453125
	Iteration 11Q: 3 clusters Score -1018115 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1018194.750000 Penalty: 4507.453125
	Iteration 12Q: 3 clusters Score -1018195 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1018240.750000 Penalty: 4507.453125
	Iteration 13Q: 3 clusters Score -1018241 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1018271.562500 Penalty: 4507.453125
	Iteration 14Q: 3 clusters Score -1018272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1018304.500000 Penalty: 4507.453125
	Iteration 15Q: 3 clusters Score -1018304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1018332.375000 Penalty: 4507.453125
	Iteration 16Q: 3 clusters Score -1018332 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1018366.125000 Penalty: 4507.453125
	Iteration 17Q: 3 clusters Score -1018366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1018403.312500 Penalty: 4507.453125
	Iteration 18Q: 3 clusters Score -1018403 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1018430.687500 Penalty: 4507.453125
	Iteration 19Q: 3 clusters Score -1018431 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1018450.062500 Penalty: 4507.453125
	Iteration 20F: 3 clusters Score -1018450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1018464.437500 Penalty: 4507.453125
	Iteration 21Q: 3 clusters Score -1018464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1018477.250000 Penalty: 4507.453125
	Iteration 22Q: 3 clusters Score -1018477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1018489.812500 Penalty: 4507.453125
	Iteration 23Q: 3 clusters Score -1018490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1018496.500000 Penalty: 4507.453125
	Iteration 24Q: 3 clusters Score -1018496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1018504.750000 Penalty: 4507.453125
	Iteration 25Q: 3 clusters Score -1018505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1018510.937500 Penalty: 4507.453125
	Iteration 26Q: 3 clusters Score -1018511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1018514.500000 Penalty: 4507.453125
	Iteration 27Q: 3 clusters Score -1018514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1018519.937500 Penalty: 4507.453125
	Iteration 28Q: 3 clusters Score -1018520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1018527.375000 Penalty: 4507.453125
	Iteration 29Q: 3 clusters Score -1018527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1018534.687500 Penalty: 4507.453125
	Iteration 30Q: 3 clusters Score -1018535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1018541.625000 Penalty: 4507.453125
	Iteration 31Q: 3 clusters Score -1018542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1018551.375000 Penalty: 4507.453125
	Iteration 32Q: 3 clusters Score -1018551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1018558.875000 Penalty: 4507.453125
	Iteration 33Q: 3 clusters Score -1018559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1018573.250000 Penalty: 4507.453125
	Iteration 34Q: 3 clusters Score -1018573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1018581.875000 Penalty: 4507.453125
	Iteration 35Q: 3 clusters Score -1018582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1018594.875000 Penalty: 4507.453125
	Iteration 36Q: 3 clusters Score -1018595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1018601.687500 Penalty: 4507.453125
	Iteration 37Q: 3 clusters Score -1018602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1018609.625000 Penalty: 4507.453125
	Iteration 38Q: 3 clusters Score -1018610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1018617.437500 Penalty: 4507.453125
	Iteration 39Q: 3 clusters Score -1018617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1018627.937500 Penalty: 4507.453125
	Iteration 40F: 3 clusters Score -1018628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1018638.562500 Penalty: 4507.453125
	Iteration 41Q: 3 clusters Score -1018639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1018658.312500 Penalty: 4507.453125
	Iteration 42Q: 3 clusters Score -1018658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1018688.312500 Penalty: 4507.453125
	Iteration 43Q: 3 clusters Score -1018688 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1018722.000000 Penalty: 4507.453125
	Iteration 44Q: 3 clusters Score -1018722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1018759.375000 Penalty: 4507.453125
	Iteration 45Q: 3 clusters Score -1018759 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1018826.812500 Penalty: 4507.453125
	Iteration 46Q: 3 clusters Score -1018827 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1018890.562500 Penalty: 4507.453125
	Iteration 47Q: 3 clusters Score -1018891 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1018953.062500 Penalty: 4507.453125
	Iteration 48Q: 3 clusters Score -1018953 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1019010.687500 Penalty: 4507.453125
	Iteration 49Q: 3 clusters Score -1019011 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1019074.500000 Penalty: 4507.453125
	Iteration 50Q: 3 clusters Score -1019074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1019146.000000 Penalty: 4507.453125
	Iteration 51Q: 3 clusters Score -1019146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1019192.250000 Penalty: 4507.453125
	Iteration 52Q: 3 clusters Score -1019192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1019232.562500 Penalty: 4507.453125
	Iteration 53Q: 3 clusters Score -1019233 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1019262.500000 Penalty: 4507.453125
	Iteration 54Q: 3 clusters Score -1019262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1019287.687500 Penalty: 4507.453125
	Iteration 55Q: 3 clusters Score -1019288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1019304.375000 Penalty: 4507.453125
	Iteration 56Q: 3 clusters Score -1019304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1019324.000000 Penalty: 4507.453125
	Iteration 57Q: 3 clusters Score -1019324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1019342.625000 Penalty: 4507.453125
	Iteration 58Q: 3 clusters Score -1019343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1019359.000000 Penalty: 4507.453125
	Iteration 59Q: 3 clusters Score -1019359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1019396.000000 Penalty: 4507.453125
	Iteration 60F: 3 clusters Score -1019396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1019441.937500 Penalty: 4507.453125
	Iteration 61Q: 3 clusters Score -1019442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1019484.375000 Penalty: 4507.453125
	Iteration 62Q: 3 clusters Score -1019484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1019508.562500 Penalty: 4507.453125
	Iteration 63Q: 3 clusters Score -1019509 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1019525.437500 Penalty: 4507.453125
	Iteration 64Q: 3 clusters Score -1019525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1019537.312500 Penalty: 4507.453125
	Iteration 65Q: 3 clusters Score -1019537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1019540.187500 Penalty: 4507.453125
	Iteration 66Q: 3 clusters Score -1019540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1019552.062500 Penalty: 4507.453125
	Iteration 67Q: 3 clusters Score -1019552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1019564.062500 Penalty: 4507.453125
	Iteration 68Q: 3 clusters Score -1019564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1019574.937500 Penalty: 4507.453125
	Iteration 69Q: 3 clusters Score -1019575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1019580.250000 Penalty: 4507.453125
	Iteration 70Q: 3 clusters Score -1019580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1019591.250000 Penalty: 4507.453125
	Iteration 71Q: 3 clusters Score -1019591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1019600.625000 Penalty: 4507.453125
	Iteration 72Q: 3 clusters Score -1019601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1019606.562500 Penalty: 4507.453125
	Iteration 73Q: 3 clusters Score -1019607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1019607.937500 Penalty: 4507.453125
	Iteration 74Q: 3 clusters Score -1019608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1019610.000000 Penalty: 4507.453125
	Iteration 75Q: 3 clusters Score -1019610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1019610.812500 Penalty: 4507.453125
	Iteration 76Q: 3 clusters Score -1019611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1019613.750000 Penalty: 4507.453125
	Iteration 77Q: 3 clusters Score -1019614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1019613.312500 Penalty: 4507.453125
	Iteration 78Q: 3 clusters Score -1019613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1019613.562500 Penalty: 4507.453125
	Iteration 79F: 3 clusters Score -1019614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1019611.687500 Penalty: 4507.453125
	Iteration 80F: 3 clusters Score -1019612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1019614.687500 Penalty: 4507.453125
	Iteration 81Q: 3 clusters Score -1019615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1019619.062500 Penalty: 4507.453125
	Iteration 82Q: 3 clusters Score -1019619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1019630.875000 Penalty: 4507.453125
	Iteration 83Q: 3 clusters Score -1019631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1019649.062500 Penalty: 4507.453125
	Iteration 84Q: 3 clusters Score -1019649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1019678.750000 Penalty: 4507.453125
	Iteration 85Q: 3 clusters Score -1019679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1019703.187500 Penalty: 4507.453125
	Iteration 86Q: 3 clusters Score -1019703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1019717.937500 Penalty: 4507.453125
	Iteration 87Q: 3 clusters Score -1019718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1019725.250000 Penalty: 4507.453125
	Iteration 88Q: 3 clusters Score -1019725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1019735.562500 Penalty: 4507.453125
	Iteration 89Q: 3 clusters Score -1019736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1019740.375000 Penalty: 4507.453125
	Iteration 90Q: 3 clusters Score -1019740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1019750.500000 Penalty: 4507.453125
	Iteration 91Q: 3 clusters Score -1019750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1019763.187500 Penalty: 4507.453125
	Iteration 92Q: 3 clusters Score -1019763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1019769.250000 Penalty: 4507.453125
	Iteration 93Q: 3 clusters Score -1019769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1019772.312500 Penalty: 4507.453125
	Iteration 94Q: 3 clusters Score -1019772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1019773.437500 Penalty: 4507.453125
	Iteration 95Q: 3 clusters Score -1019773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1019774.000000 Penalty: 4507.453125
	Iteration 96Q: 3 clusters Score -1019774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1019774.812500 Penalty: 4507.453125
	Iteration 97Q: 3 clusters Score -1019775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1019772.375000 Penalty: 4507.453125
	Iteration 98Q: 3 clusters Score -1019772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1019772.375000 Penalty: 4507.453125
	Iteration 99F: 3 clusters Score -1019772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Entering Unmasked Estep 
Score: -4248619.000000 Penalty: 2586.659424
	Iteration 0F: 2 clusters Score -4248619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4225696.000000 Penalty: 5173.318848
	Iteration 0F: 3 clusters Score -4225696 nChanged 15379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4234402 nChanged 1874
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4235306 nChanged 1847
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Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -4236286 nChanged 1962
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Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -4237346 nChanged 2067
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Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4238472 nChanged 1987
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Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4239578 nChanged 1917
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Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -4240617.500000 Penalty: 5173.318848
	Iteration 7F: 3 clusters Score -4240618 nChanged 1736
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Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4241558 nChanged 1575
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Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4242306 nChanged 1386
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Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4242953 nChanged 1173
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Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4243432 nChanged 961
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Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4243760 nChanged 797
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Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4244007 nChanged 663
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Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4244192 nChanged 611
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Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4244380 nChanged 555
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Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4244543 nChanged 493
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Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4244658 nChanged 445
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Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4244786 nChanged 475
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Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4244956 nChanged 459
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Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4245106 nChanged 449
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Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4245244 nChanged 459
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Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4245392 nChanged 406
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Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4245500 nChanged 357
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Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4245624 nChanged 333
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Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4245758 nChanged 302
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Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4245848 nChanged 286
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Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4245916.500000 Penalty: 5173.318848
	Iteration 27Q: 3 clusters Score -4245916 nChanged 280
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Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4246000 nChanged 248
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Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4246068 nChanged 228
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Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4246130 nChanged 201
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Mstep: Class 1 contains 29580 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4246173 nChanged 188
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Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4246228 nChanged 191
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Mstep: Class 1 contains 29955 members 
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Entering Unmasked Estep 
Score: -4246273.500000 Penalty: 5173.318848
	Iteration 33Q: 3 clusters Score -4246274 nChanged 188
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4246308 nChanged 165
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4246357 nChanged 140
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4246397 nChanged 118
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4246420 nChanged 116
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Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4246450 nChanged 110
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Mstep: Class 1 contains 30776 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4246476 nChanged 97
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Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4246505.500000 Penalty: 5173.318848
	Iteration 40F: 3 clusters Score -4246506 nChanged 81
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Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4246524 nChanged 87
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Mstep: Class 1 contains 31037 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4246546 nChanged 75
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Mstep: Class 1 contains 31112 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4246570 nChanged 81
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Mstep: Class 1 contains 31193 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4246597 nChanged 74
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Mstep: Class 1 contains 31265 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4246616 nChanged 50
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Mstep: Class 1 contains 31313 members 
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Entering Unmasked Estep 
Score: -4246619.500000 Penalty: 5173.318848
	Iteration 46Q: 3 clusters Score -4246620 nChanged 42
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Mstep: Class 1 contains 31355 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4246638 nChanged 36
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Mstep: Class 1 contains 31391 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4246649 nChanged 22
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	Iteration 49Q: 3 clusters Score -4246650 nChanged 22
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Mstep: Class 1 contains 31431 members 
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	Iteration 50Q: 3 clusters Score -4246650 nChanged 14
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4246656 nChanged 15
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Mstep: Class 1 contains 31454 members 
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	Iteration 52Q: 3 clusters Score -4246652 nChanged 15
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	Iteration 53Q: 3 clusters Score -4246650 nChanged 9
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Mstep: Class 1 contains 31478 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4246656 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4246656 nChanged 9
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Mstep: Class 1 contains 31496 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4246662 nChanged 10
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4246658 nChanged 11
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Mstep: Class 1 contains 31517 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4246660 nChanged 10
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Mstep: Class 1 contains 31527 members 
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Entering Unmasked Estep 
Score: -4246664.000000 Penalty: 5173.318848
	Iteration 59Q: 3 clusters Score -4246664 nChanged 9
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Mstep: Class 1 contains 31536 members 
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Entering Unmasked Estep 
Score: -4246672.500000 Penalty: 5173.318848
	Iteration 60F: 3 clusters Score -4246672 nChanged 14
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Mstep: Class 1 contains 31550 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4246672 nChanged 11
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Mstep: Class 1 contains 31561 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4246670 nChanged 9
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Mstep: Class 1 contains 31570 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4246670 nChanged 7
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Entering Unmasked Estep 
Score: -4246678.000000 Penalty: 5173.318848
	Iteration 64Q: 3 clusters Score -4246678 nChanged 9
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4246679 nChanged 10
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4246683 nChanged 10
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	Iteration 67Q: 3 clusters Score -4246688 nChanged 16
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	Iteration 68Q: 3 clusters Score -4246694 nChanged 11
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4246690 nChanged 13
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	Iteration 70Q: 3 clusters Score -4246700 nChanged 11
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4246698 nChanged 8
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Entering Unmasked Estep 
Score: -4246703.000000 Penalty: 5173.318848
	Iteration 72Q: 3 clusters Score -4246703 nChanged 7
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	Iteration 73Q: 3 clusters Score -4246697 nChanged 2
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	Iteration 74Q: 3 clusters Score -4246698 nChanged 3
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	Iteration 75Q: 3 clusters Score -4246700 nChanged 6
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Mstep: Class 1 contains 31679 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4246704 nChanged 8
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	Iteration 77Q: 3 clusters Score -4246702 nChanged 10
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4246699 nChanged 10
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4246706 nChanged 11
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Entering Unmasked Estep 
Score: -4246709.000000 Penalty: 5173.318848
	Iteration 80F: 3 clusters Score -4246709 nChanged 12
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4246712 nChanged 18
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	Iteration 82Q: 3 clusters Score -4246725 nChanged 15
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4246722 nChanged 15
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4246724 nChanged 18
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	Iteration 85Q: 3 clusters Score -4246720 nChanged 18
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4246723 nChanged 17
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	Iteration 87Q: 3 clusters Score -4246726 nChanged 17
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	Iteration 88Q: 3 clusters Score -4246736 nChanged 23
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4246733 nChanged 18
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Entering Unmasked Estep 
Score: -4246741.500000 Penalty: 5173.318848
	Iteration 90Q: 3 clusters Score -4246742 nChanged 22
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4246760 nChanged 17
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	Iteration 92Q: 3 clusters Score -4246760 nChanged 26
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	Iteration 93Q: 3 clusters Score -4246767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4246771.000000 Penalty: 5173.318848
	Iteration 94Q: 3 clusters Score -4246771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4246772.500000 Penalty: 5173.318848
	Iteration 95Q: 3 clusters Score -4246772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4246780.000000 Penalty: 5173.318848
	Iteration 96Q: 3 clusters Score -4246780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4246781.500000 Penalty: 5173.318848
	Iteration 97Q: 3 clusters Score -4246782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4246787.000000 Penalty: 5173.318848
	Iteration 98Q: 3 clusters Score -4246787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4246784.500000 Penalty: 5173.318848
	Iteration 99Q: 3 clusters Score -4246784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4246787.500000 Penalty: 5173.318848
	Iteration 100F: 3 clusters Score -4246788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4246785.000000 Penalty: 5173.318848
	Iteration 101Q: 3 clusters Score -4246785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4246786.000000 Penalty: 5173.318848
	Iteration 102Q: 3 clusters Score -4246786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4246791.000000 Penalty: 5173.318848
	Iteration 103Q: 3 clusters Score -4246791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4246800.000000 Penalty: 5173.318848
	Iteration 104Q: 3 clusters Score -4246800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4246798.000000 Penalty: 5173.318848
	Iteration 105Q: 3 clusters Score -4246798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4246801.500000 Penalty: 5173.318848
	Iteration 106Q: 3 clusters Score -4246802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4246810.000000 Penalty: 5173.318848
	Iteration 107Q: 3 clusters Score -4246810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4246814.500000 Penalty: 5173.318848
	Iteration 108Q: 3 clusters Score -4246814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4246820.000000 Penalty: 5173.318848
	Iteration 109Q: 3 clusters Score -4246820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4246820.500000 Penalty: 5173.318848
	Iteration 110Q: 3 clusters Score -4246820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4246820.500000 Penalty: 5173.318848
	Iteration 111Q: 3 clusters Score -4246820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4246827.000000 Penalty: 5173.318848
	Iteration 112Q: 3 clusters Score -4246827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4246829.000000 Penalty: 5173.318848
	Iteration 113Q: 3 clusters Score -4246829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4246839.500000 Penalty: 5173.318848
	Iteration 114Q: 3 clusters Score -4246840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4246850.500000 Penalty: 5173.318848
	Iteration 115Q: 3 clusters Score -4246850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4246848.000000 Penalty: 5173.318848
	Iteration 116Q: 3 clusters Score -4246848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4246847.000000 Penalty: 5173.318848
	Iteration 117Q: 3 clusters Score -4246847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4246850.000000 Penalty: 5173.318848
	Iteration 118Q: 3 clusters Score -4246850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4246850.000000 Penalty: 5173.318848
	Iteration 119Q: 3 clusters Score -4246850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4246850.000000 Penalty: 5173.318848
	Iteration 120F: 3 clusters Score -4246850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4246850.500000 Penalty: 5173.318848
	Iteration 121Q: 3 clusters Score -4246850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4246853.500000 Penalty: 5173.318848
	Iteration 122Q: 3 clusters Score -4246854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4246857.500000 Penalty: 5173.318848
	Iteration 123Q: 3 clusters Score -4246858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4246861.500000 Penalty: 5173.318848
	Iteration 124Q: 3 clusters Score -4246862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4246867.500000 Penalty: 5173.318848
	Iteration 125Q: 3 clusters Score -4246868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4246864.000000 Penalty: 5173.318848
	Iteration 126Q: 3 clusters Score -4246864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4246863.500000 Penalty: 5173.318848
	Iteration 127Q: 3 clusters Score -4246864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4246864.000000 Penalty: 5173.318848
	Iteration 128Q: 3 clusters Score -4246864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4246861.000000 Penalty: 5173.318848
	Iteration 129Q: 3 clusters Score -4246861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4246864.000000 Penalty: 5173.318848
	Iteration 130Q: 3 clusters Score -4246864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4246863.500000 Penalty: 5173.318848
	Iteration 131Q: 3 clusters Score -4246864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4246865.000000 Penalty: 5173.318848
	Iteration 132Q: 3 clusters Score -4246865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4246867.500000 Penalty: 5173.318848
	Iteration 133Q: 3 clusters Score -4246868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4246865.000000 Penalty: 5173.318848
	Iteration 134Q: 3 clusters Score -4246865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4246864.500000 Penalty: 5173.318848
	Iteration 135Q: 3 clusters Score -4246864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4246864.500000 Penalty: 5173.318848
	Iteration 136F: 3 clusters Score -4246864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Entering Unmasked Estep 
Score: -827207.312500 Penalty: 2191.600830
	Iteration 0F: 2 clusters Score -827207.3 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 3449 members 
Entering Unmasked Estep 
Score: -821502.000000 Penalty: 4383.201660
	Iteration 0F: 3 clusters Score -821502 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -823102.187500 Penalty: 4383.201660
	Iteration 1F: 3 clusters Score -823102.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -823456.125000 Penalty: 4383.201660
	Iteration 2F: 3 clusters Score -823456.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -823841.187500 Penalty: 4383.201660
	Iteration 3F: 3 clusters Score -823841.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -824272.062500 Penalty: 4383.201660
	Iteration 4F: 3 clusters Score -824272.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -824756.687500 Penalty: 4383.201660
	Iteration 5F: 3 clusters Score -824756.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -825206.000000 Penalty: 4383.201660
	Iteration 6F: 3 clusters Score -825206 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -825597.062500 Penalty: 4383.201660
	Iteration 7F: 3 clusters Score -825597.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -825895.437500 Penalty: 4383.201660
	Iteration 8Q: 3 clusters Score -825895.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -826143.187500 Penalty: 4383.201660
	Iteration 9Q: 3 clusters Score -826143.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -826304.750000 Penalty: 4383.201660
	Iteration 10Q: 3 clusters Score -826304.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -826438.750000 Penalty: 4383.201660
	Iteration 11Q: 3 clusters Score -826438.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -826544.750000 Penalty: 4383.201660
	Iteration 12Q: 3 clusters Score -826544.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -826595.687500 Penalty: 4383.201660
	Iteration 13Q: 3 clusters Score -826595.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -826631.625000 Penalty: 4383.201660
	Iteration 14Q: 3 clusters Score -826631.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -826656.312500 Penalty: 4383.201660
	Iteration 15Q: 3 clusters Score -826656.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -826669.687500 Penalty: 4383.201660
	Iteration 16Q: 3 clusters Score -826669.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -826683.187500 Penalty: 4383.201660
	Iteration 17Q: 3 clusters Score -826683.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -826696.937500 Penalty: 4383.201660
	Iteration 18Q: 3 clusters Score -826696.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -826702.750000 Penalty: 4383.201660
	Iteration 19Q: 3 clusters Score -826702.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -826707.000000 Penalty: 4383.201660
	Iteration 20F: 3 clusters Score -826707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -826711.625000 Penalty: 4383.201660
	Iteration 21Q: 3 clusters Score -826711.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -826714.812500 Penalty: 4383.201660
	Iteration 22Q: 3 clusters Score -826714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -826716.625000 Penalty: 4383.201660
	Iteration 23Q: 3 clusters Score -826716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -826717.500000 Penalty: 4383.201660
	Iteration 24Q: 3 clusters Score -826717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -826718.187500 Penalty: 4383.201660
	Iteration 25Q: 3 clusters Score -826718.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -826718.500000 Penalty: 4383.201660
	Iteration 26Q: 3 clusters Score -826718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -826719.750000 Penalty: 4383.201660
	Iteration 27Q: 3 clusters Score -826719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -826719.375000 Penalty: 4383.201660
	Iteration 28Q: 3 clusters Score -826719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -826719.375000 Penalty: 4383.201660
	Iteration 29F: 3 clusters Score -826719.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Entering Unmasked Estep 
Score: -7742992.500000 Penalty: 2725.735840
	Iteration 0F: 2 clusters Score -7742992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -7703308.500000 Penalty: 5451.471680
	Iteration 0F: 3 clusters Score -7703308 nChanged 27561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -7718600.000000 Penalty: 5451.471680
	Iteration 1F: 3 clusters Score -7718600 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -7719234.000000 Penalty: 5451.471680
	Iteration 2Q: 3 clusters Score -7719234 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -7719941.500000 Penalty: 5451.471680
	Iteration 3Q: 3 clusters Score -7719942 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -7720663.000000 Penalty: 5451.471680
	Iteration 4Q: 3 clusters Score -7720663 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -7721577.000000 Penalty: 5451.471680
	Iteration 5Q: 3 clusters Score -7721577 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -7722804.500000 Penalty: 5451.471680
	Iteration 6Q: 3 clusters Score -7722804 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -7724584.500000 Penalty: 5451.471680
	Iteration 7F: 3 clusters Score -7724584 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -7726823.000000 Penalty: 5451.471680
	Iteration 8F: 3 clusters Score -7726823 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -7729640.000000 Penalty: 5451.471680
	Iteration 9F: 3 clusters Score -7729640 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -7732655.500000 Penalty: 5451.471680
	Iteration 10F: 3 clusters Score -7732656 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -7735500.500000 Penalty: 5451.471680
	Iteration 11F: 3 clusters Score -7735500 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -7737440.500000 Penalty: 5451.471680
	Iteration 12Q: 3 clusters Score -7737440 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -7738668.500000 Penalty: 5451.471680
	Iteration 13Q: 3 clusters Score -7738668 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -7739332.000000 Penalty: 5451.471680
	Iteration 14Q: 3 clusters Score -7739332 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -7739768.500000 Penalty: 5451.471680
	Iteration 15Q: 3 clusters Score -7739768 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -7740023.500000 Penalty: 5451.471680
	Iteration 16Q: 3 clusters Score -7740024 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -7740115.000000 Penalty: 5451.471680
	Iteration 17Q: 3 clusters Score -7740115 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -7740203.500000 Penalty: 5451.471680
	Iteration 18Q: 3 clusters Score -7740204 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -7740250.000000 Penalty: 5451.471680
	Iteration 19Q: 3 clusters Score -7740250 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -7740292.000000 Penalty: 5451.471680
	Iteration 20F: 3 clusters Score -7740292 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -7740335.000000 Penalty: 5451.471680
	Iteration 21Q: 3 clusters Score -7740335 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -7740344.500000 Penalty: 5451.471680
	Iteration 22Q: 3 clusters Score -7740344 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -7740374.000000 Penalty: 5451.471680
	Iteration 23Q: 3 clusters Score -7740374 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -7740360.500000 Penalty: 5451.471680
	Iteration 24Q: 3 clusters Score -7740360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -7740366.500000 Penalty: 5451.471680
	Iteration 25Q: 3 clusters Score -7740366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -7740406.000000 Penalty: 5451.471680
	Iteration 26Q: 3 clusters Score -7740406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -7740402.000000 Penalty: 5451.471680
	Iteration 27Q: 3 clusters Score -7740402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -7740413.000000 Penalty: 5451.471680
	Iteration 28Q: 3 clusters Score -7740413 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -7740402.000000 Penalty: 5451.471680
	Iteration 29Q: 3 clusters Score -7740402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -7740414.500000 Penalty: 5451.471680
	Iteration 30Q: 3 clusters Score -7740414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -7740428.500000 Penalty: 5451.471680
	Iteration 31Q: 3 clusters Score -7740428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -7740419.500000 Penalty: 5451.471680
	Iteration 32Q: 3 clusters Score -7740420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -7740407.500000 Penalty: 5451.471680
	Iteration 33Q: 3 clusters Score -7740408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -7740416.500000 Penalty: 5451.471680
	Iteration 34Q: 3 clusters Score -7740416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -7740413.500000 Penalty: 5451.471680
	Iteration 35Q: 3 clusters Score -7740414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -7740419.000000 Penalty: 5451.471680
	Iteration 36Q: 3 clusters Score -7740419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -7740421.500000 Penalty: 5451.471680
	Iteration 37Q: 3 clusters Score -7740422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -7740429.500000 Penalty: 5451.471680
	Iteration 38Q: 3 clusters Score -7740430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -7740433.000000 Penalty: 5451.471680
	Iteration 39Q: 3 clusters Score -7740433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -7740429.000000 Penalty: 5451.471680
	Iteration 40F: 3 clusters Score -7740429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -7740415.500000 Penalty: 5451.471680
	Iteration 41Q: 3 clusters Score -7740416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -7740414.000000 Penalty: 5451.471680
	Iteration 42Q: 3 clusters Score -7740414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -7740417.500000 Penalty: 5451.471680
	Iteration 43Q: 3 clusters Score -7740418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -7740411.500000 Penalty: 5451.471680
	Iteration 44Q: 3 clusters Score -7740412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -7740409.000000 Penalty: 5451.471680
	Iteration 45Q: 3 clusters Score -7740409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -7740422.000000 Penalty: 5451.471680
	Iteration 46Q: 3 clusters Score -7740422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -7740425.000000 Penalty: 5451.471680
	Iteration 47Q: 3 clusters Score -7740425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -7740410.000000 Penalty: 5451.471680
	Iteration 48Q: 3 clusters Score -7740410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -7740406.500000 Penalty: 5451.471680
	Iteration 49Q: 3 clusters Score -7740406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -7740402.500000 Penalty: 5451.471680
	Iteration 50Q: 3 clusters Score -7740402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -7740406.000000 Penalty: 5451.471680
	Iteration 51Q: 3 clusters Score -7740406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -7740406.000000 Penalty: 5451.471680
	Iteration 52Q: 3 clusters Score -7740406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -7740404.000000 Penalty: 5451.471680
	Iteration 53Q: 3 clusters Score -7740404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -7740410.000000 Penalty: 5451.471680
	Iteration 54Q: 3 clusters Score -7740410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -7740403.000000 Penalty: 5451.471680
	Iteration 55Q: 3 clusters Score -7740403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -7740409.000000 Penalty: 5451.471680
	Iteration 56Q: 3 clusters Score -7740409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -7740412.500000 Penalty: 5451.471680
	Iteration 57Q: 3 clusters Score -7740412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -7740403.000000 Penalty: 5451.471680
	Iteration 58Q: 3 clusters Score -7740403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -7740405.500000 Penalty: 5451.471680
	Iteration 59Q: 3 clusters Score -7740406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -7740402.000000 Penalty: 5451.471680
	Iteration 60F: 3 clusters Score -7740402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -7740406.500000 Penalty: 5451.471680
	Iteration 61Q: 3 clusters Score -7740406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -7740406.500000 Penalty: 5451.471680
	Iteration 62F: 3 clusters Score -7740406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Entering Unmasked Estep 
Score: -6925121.000000 Penalty: 2698.465820
	Iteration 0F: 2 clusters Score -6925121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -6889342.500000 Penalty: 5396.931641
	Iteration 0F: 3 clusters Score -6889342 nChanged 24525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -6902867.500000 Penalty: 5396.931641
	Iteration 1F: 3 clusters Score -6902868 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -6903284.500000 Penalty: 5396.931641
	Iteration 2Q: 3 clusters Score -6903284 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -6903646.000000 Penalty: 5396.931641
	Iteration 3Q: 3 clusters Score -6903646 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -6903956.000000 Penalty: 5396.931641
	Iteration 4Q: 3 clusters Score -6903956 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -6904298.000000 Penalty: 5396.931641
	Iteration 5Q: 3 clusters Score -6904298 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -6904622.000000 Penalty: 5396.931641
	Iteration 6Q: 3 clusters Score -6904622 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -6905015.500000 Penalty: 5396.931641
	Iteration 7Q: 3 clusters Score -6905016 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -6905611.500000 Penalty: 5396.931641
	Iteration 8Q: 3 clusters Score -6905612 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -6906555.500000 Penalty: 5396.931641
	Iteration 9Q: 3 clusters Score -6906556 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -6908098.500000 Penalty: 5396.931641
	Iteration 10F: 3 clusters Score -6908098 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -6910449.000000 Penalty: 5396.931641
	Iteration 11F: 3 clusters Score -6910449 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -6913258.000000 Penalty: 5396.931641
	Iteration 12F: 3 clusters Score -6913258 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -6916105.500000 Penalty: 5396.931641
	Iteration 13F: 3 clusters Score -6916106 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -6918471.500000 Penalty: 5396.931641
	Iteration 14F: 3 clusters Score -6918472 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -6920052.500000 Penalty: 5396.931641
	Iteration 15Q: 3 clusters Score -6920052 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -6921133.500000 Penalty: 5396.931641
	Iteration 16Q: 3 clusters Score -6921134 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -6921752.000000 Penalty: 5396.931641
	Iteration 17Q: 3 clusters Score -6921752 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -6922127.000000 Penalty: 5396.931641
	Iteration 18Q: 3 clusters Score -6922127 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -6922363.500000 Penalty: 5396.931641
	Iteration 19Q: 3 clusters Score -6922364 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -6922549.500000 Penalty: 5396.931641
	Iteration 20F: 3 clusters Score -6922550 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -6922683.000000 Penalty: 5396.931641
	Iteration 21Q: 3 clusters Score -6922683 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -6922735.000000 Penalty: 5396.931641
	Iteration 22Q: 3 clusters Score -6922735 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -6922779.000000 Penalty: 5396.931641
	Iteration 23Q: 3 clusters Score -6922779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -6922805.000000 Penalty: 5396.931641
	Iteration 24Q: 3 clusters Score -6922805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -6922814.500000 Penalty: 5396.931641
	Iteration 25Q: 3 clusters Score -6922814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -6922822.000000 Penalty: 5396.931641
	Iteration 26Q: 3 clusters Score -6922822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -6922839.500000 Penalty: 5396.931641
	Iteration 27Q: 3 clusters Score -6922840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -6922850.500000 Penalty: 5396.931641
	Iteration 28Q: 3 clusters Score -6922850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -6922853.500000 Penalty: 5396.931641
	Iteration 29Q: 3 clusters Score -6922854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -6922861.000000 Penalty: 5396.931641
	Iteration 30Q: 3 clusters Score -6922861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -6922860.500000 Penalty: 5396.931641
	Iteration 31Q: 3 clusters Score -6922860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -6922865.000000 Penalty: 5396.931641
	Iteration 32Q: 3 clusters Score -6922865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -6922862.500000 Penalty: 5396.931641
	Iteration 33Q: 3 clusters Score -6922862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -6922868.500000 Penalty: 5396.931641
	Iteration 34Q: 3 clusters Score -6922868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -6922868.000000 Penalty: 5396.931641
	Iteration 35Q: 3 clusters Score -6922868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -6922868.000000 Penalty: 5396.931641
	Iteration 36Q: 3 clusters Score -6922868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -6922868.000000 Penalty: 5396.931641
	Iteration 37Q: 3 clusters Score -6922868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -6922867.000000 Penalty: 5396.931641
	Iteration 38Q: 3 clusters Score -6922867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -6922867.000000 Penalty: 5396.931641
	Iteration 39F: 3 clusters Score -6922867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Entering Unmasked Estep 
Score: -2374517.000000 Penalty: 2447.139404
	Iteration 0F: 2 clusters Score -2374517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2360793.250000 Penalty: 4894.278809
	Iteration 0F: 3 clusters Score -2360793 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2365439.750000 Penalty: 4894.278809
	Iteration 1F: 3 clusters Score -2365440 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2365884.000000 Penalty: 4894.278809
	Iteration 2F: 3 clusters Score -2365884 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2366286.750000 Penalty: 4894.278809
	Iteration 3Q: 3 clusters Score -2366287 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2366701.500000 Penalty: 4894.278809
	Iteration 4Q: 3 clusters Score -2366702 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2367105.500000 Penalty: 4894.278809
	Iteration 5Q: 3 clusters Score -2367106 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2367556.500000 Penalty: 4894.278809
	Iteration 6Q: 3 clusters Score -2367556 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2368107.250000 Penalty: 4894.278809
	Iteration 7Q: 3 clusters Score -2368107 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2368716.750000 Penalty: 4894.278809
	Iteration 8F: 3 clusters Score -2368717 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2369418.250000 Penalty: 4894.278809
	Iteration 9F: 3 clusters Score -2369418 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2370161.250000 Penalty: 4894.278809
	Iteration 10Q: 3 clusters Score -2370161 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2370879.500000 Penalty: 4894.278809
	Iteration 11Q: 3 clusters Score -2370880 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2371485.500000 Penalty: 4894.278809
	Iteration 12Q: 3 clusters Score -2371486 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2371971.000000 Penalty: 4894.278809
	Iteration 13Q: 3 clusters Score -2371971 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2372332.000000 Penalty: 4894.278809
	Iteration 14Q: 3 clusters Score -2372332 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2372570.000000 Penalty: 4894.278809
	Iteration 15Q: 3 clusters Score -2372570 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2372714.000000 Penalty: 4894.278809
	Iteration 16Q: 3 clusters Score -2372714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2372808.500000 Penalty: 4894.278809
	Iteration 17Q: 3 clusters Score -2372808 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2372883.250000 Penalty: 4894.278809
	Iteration 18Q: 3 clusters Score -2372883 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2372915.000000 Penalty: 4894.278809
	Iteration 19Q: 3 clusters Score -2372915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2372945.750000 Penalty: 4894.278809
	Iteration 20F: 3 clusters Score -2372946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2372968.750000 Penalty: 4894.278809
	Iteration 21Q: 3 clusters Score -2372969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2372975.250000 Penalty: 4894.278809
	Iteration 22Q: 3 clusters Score -2372975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2372989.750000 Penalty: 4894.278809
	Iteration 23Q: 3 clusters Score -2372990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2372991.750000 Penalty: 4894.278809
	Iteration 24Q: 3 clusters Score -2372992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2372991.500000 Penalty: 4894.278809
	Iteration 25Q: 3 clusters Score -2372992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2372996.000000 Penalty: 4894.278809
	Iteration 26Q: 3 clusters Score -2372996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2373005.250000 Penalty: 4894.278809
	Iteration 27Q: 3 clusters Score -2373005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2373005.250000 Penalty: 4894.278809
	Iteration 28Q: 3 clusters Score -2373005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2373005.750000 Penalty: 4894.278809
	Iteration 29Q: 3 clusters Score -2373006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2373007.750000 Penalty: 4894.278809
	Iteration 30Q: 3 clusters Score -2373008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2373010.750000 Penalty: 4894.278809
	Iteration 31Q: 3 clusters Score -2373011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2373007.500000 Penalty: 4894.278809
	Iteration 32Q: 3 clusters Score -2373008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2373007.500000 Penalty: 4894.278809
	Iteration 33F: 3 clusters Score -2373008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Entering Unmasked Estep 
Score: -970255.562500 Penalty: 2228.110840
	Iteration 0F: 2 clusters Score -970255.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -963899.187500 Penalty: 4456.221680
	Iteration 0F: 3 clusters Score -963899.2 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -965787.250000 Penalty: 4456.221680
	Iteration 1F: 3 clusters Score -965787.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -966198.062500 Penalty: 4456.221680
	Iteration 2F: 3 clusters Score -966198.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -966475.000000 Penalty: 4456.221680
	Iteration 3F: 3 clusters Score -966475 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -966694.562500 Penalty: 4456.221680
	Iteration 4Q: 3 clusters Score -966694.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -966886.062500 Penalty: 4456.221680
	Iteration 5Q: 3 clusters Score -966886.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -967044.000000 Penalty: 4456.221680
	Iteration 6Q: 3 clusters Score -967044 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -967195.812500 Penalty: 4456.221680
	Iteration 7Q: 3 clusters Score -967195.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -967345.312500 Penalty: 4456.221680
	Iteration 8Q: 3 clusters Score -967345.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -967461.250000 Penalty: 4456.221680
	Iteration 9Q: 3 clusters Score -967461.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -967558.375000 Penalty: 4456.221680
	Iteration 10Q: 3 clusters Score -967558.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -967648.750000 Penalty: 4456.221680
	Iteration 11Q: 3 clusters Score -967648.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -967755.312500 Penalty: 4456.221680
	Iteration 12Q: 3 clusters Score -967755.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -967834.375000 Penalty: 4456.221680
	Iteration 13Q: 3 clusters Score -967834.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -967891.437500 Penalty: 4456.221680
	Iteration 14Q: 3 clusters Score -967891.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -967943.375000 Penalty: 4456.221680
	Iteration 15Q: 3 clusters Score -967943.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -968000.937500 Penalty: 4456.221680
	Iteration 16Q: 3 clusters Score -968000.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -968049.312500 Penalty: 4456.221680
	Iteration 17Q: 3 clusters Score -968049.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -968085.750000 Penalty: 4456.221680
	Iteration 18Q: 3 clusters Score -968085.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -968123.937500 Penalty: 4456.221680
	Iteration 19Q: 3 clusters Score -968123.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -968157.812500 Penalty: 4456.221680
	Iteration 20F: 3 clusters Score -968157.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -968184.375000 Penalty: 4456.221680
	Iteration 21Q: 3 clusters Score -968184.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -968208.125000 Penalty: 4456.221680
	Iteration 22Q: 3 clusters Score -968208.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -968225.687500 Penalty: 4456.221680
	Iteration 23Q: 3 clusters Score -968225.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -968251.937500 Penalty: 4456.221680
	Iteration 24Q: 3 clusters Score -968251.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -968271.187500 Penalty: 4456.221680
	Iteration 25Q: 3 clusters Score -968271.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -968292.250000 Penalty: 4456.221680
	Iteration 26Q: 3 clusters Score -968292.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -968308.125000 Penalty: 4456.221680
	Iteration 27Q: 3 clusters Score -968308.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -968320.250000 Penalty: 4456.221680
	Iteration 28Q: 3 clusters Score -968320.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -968331.375000 Penalty: 4456.221680
	Iteration 29Q: 3 clusters Score -968331.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -968338.875000 Penalty: 4456.221680
	Iteration 30Q: 3 clusters Score -968338.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -968342.500000 Penalty: 4456.221680
	Iteration 31Q: 3 clusters Score -968342.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -968347.437500 Penalty: 4456.221680
	Iteration 32Q: 3 clusters Score -968347.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -968354.125000 Penalty: 4456.221680
	Iteration 33Q: 3 clusters Score -968354.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -968359.250000 Penalty: 4456.221680
	Iteration 34Q: 3 clusters Score -968359.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -968369.625000 Penalty: 4456.221680
	Iteration 35Q: 3 clusters Score -968369.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -968377.750000 Penalty: 4456.221680
	Iteration 36Q: 3 clusters Score -968377.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -968387.937500 Penalty: 4456.221680
	Iteration 37Q: 3 clusters Score -968387.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -968392.562500 Penalty: 4456.221680
	Iteration 38Q: 3 clusters Score -968392.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -968398.187500 Penalty: 4456.221680
	Iteration 39Q: 3 clusters Score -968398.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -968400.812500 Penalty: 4456.221680
	Iteration 40F: 3 clusters Score -968400.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -968405.875000 Penalty: 4456.221680
	Iteration 41Q: 3 clusters Score -968405.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -968408.750000 Penalty: 4456.221680
	Iteration 42Q: 3 clusters Score -968408.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -968410.437500 Penalty: 4456.221680
	Iteration 43Q: 3 clusters Score -968410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -968413.625000 Penalty: 4456.221680
	Iteration 44Q: 3 clusters Score -968413.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -968415.875000 Penalty: 4456.221680
	Iteration 45Q: 3 clusters Score -968415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -968416.062500 Penalty: 4456.221680
	Iteration 46Q: 3 clusters Score -968416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -968417.750000 Penalty: 4456.221680
	Iteration 47Q: 3 clusters Score -968417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -968418.750000 Penalty: 4456.221680
	Iteration 48Q: 3 clusters Score -968418.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -968418.750000 Penalty: 4456.221680
	Iteration 49F: 3 clusters Score -968418.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Entering Unmasked Estep 
Score: -493847.812500 Penalty: 2057.048340
	Iteration 0F: 2 clusters Score -493847.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -490000.125000 Penalty: 4114.096680
	Iteration 0F: 3 clusters Score -490000.1 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -491058.156250 Penalty: 4114.096680
	Iteration 1F: 3 clusters Score -491058.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -491380.031250 Penalty: 4114.096680
	Iteration 2F: 3 clusters Score -491380 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -491617.468750 Penalty: 4114.096680
	Iteration 3F: 3 clusters Score -491617.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -491789.843750 Penalty: 4114.096680
	Iteration 4F: 3 clusters Score -491789.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -491915.968750 Penalty: 4114.096680
	Iteration 5Q: 3 clusters Score -491916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -492024.656250 Penalty: 4114.096680
	Iteration 6Q: 3 clusters Score -492024.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -492116.656250 Penalty: 4114.096680
	Iteration 7Q: 3 clusters Score -492116.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -492189.343750 Penalty: 4114.096680
	Iteration 8Q: 3 clusters Score -492189.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -492238.656250 Penalty: 4114.096680
	Iteration 9Q: 3 clusters Score -492238.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -492283.031250 Penalty: 4114.096680
	Iteration 10Q: 3 clusters Score -492283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -492312.968750 Penalty: 4114.096680
	Iteration 11Q: 3 clusters Score -492313 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -492340.406250 Penalty: 4114.096680
	Iteration 12Q: 3 clusters Score -492340.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -492357.593750 Penalty: 4114.096680
	Iteration 13Q: 3 clusters Score -492357.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -492370.468750 Penalty: 4114.096680
	Iteration 14Q: 3 clusters Score -492370.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -492379.343750 Penalty: 4114.096680
	Iteration 15Q: 3 clusters Score -492379.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -492389.625000 Penalty: 4114.096680
	Iteration 16Q: 3 clusters Score -492389.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -492395.968750 Penalty: 4114.096680
	Iteration 17Q: 3 clusters Score -492396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -492405.531250 Penalty: 4114.096680
	Iteration 18Q: 3 clusters Score -492405.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -492419.156250 Penalty: 4114.096680
	Iteration 19Q: 3 clusters Score -492419.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -492426.718750 Penalty: 4114.096680
	Iteration 20F: 3 clusters Score -492426.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -492430.500000 Penalty: 4114.096680
	Iteration 21Q: 3 clusters Score -492430.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -492433.937500 Penalty: 4114.096680
	Iteration 22Q: 3 clusters Score -492433.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -492436.281250 Penalty: 4114.096680
	Iteration 23Q: 3 clusters Score -492436.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -492437.218750 Penalty: 4114.096680
	Iteration 24Q: 3 clusters Score -492437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -492439.093750 Penalty: 4114.096680
	Iteration 25Q: 3 clusters Score -492439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -492439.750000 Penalty: 4114.096680
	Iteration 26Q: 3 clusters Score -492439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -492439.718750 Penalty: 4114.096680
	Iteration 27Q: 3 clusters Score -492439.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -492439.718750 Penalty: 4114.096680
	Iteration 28F: 3 clusters Score -492439.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -239715.312500 Penalty: 1893.315674
	Iteration 0F: 2 clusters Score -239715.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -237213.421875 Penalty: 3786.631348
	Iteration 0F: 3 clusters Score -237213.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -238520.484375 Penalty: 3786.631348
	Iteration 1F: 3 clusters Score -238520.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -241164.781250 Penalty: 3786.631348
	Iteration 2F: 3 clusters Score -241164.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -243848.812500 Penalty: 3786.631348
	Iteration 3F: 3 clusters Score -243848.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -244467.218750 Penalty: 3786.631348
	Iteration 4Q: 3 clusters Score -244467.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -244757.984375 Penalty: 3786.631348
	Iteration 5Q: 3 clusters Score -244758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -245007.890625 Penalty: 3786.631348
	Iteration 6Q: 3 clusters Score -245007.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -245025.609375 Penalty: 3786.631348
	Iteration 7Q: 3 clusters Score -245025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -245027.093750 Penalty: 3786.631348
	Iteration 8Q: 3 clusters Score -245027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -245027.093750 Penalty: 3786.631348
	Iteration 9F: 3 clusters Score -245027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 100799 members 
Mstep: Class 4 contains 279282 members 
Mstep: Class 5 contains 29546 members 
Mstep: Class 6 contains 7676 members 
Mstep: Class 7 contains 151938 members 
Mstep: Class 8 contains 55274 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 47735 members 
Mstep: Class 11 contains 149162 members 
Mstep: Class 12 contains 91820 members 
Mstep: Class 13 contains 16380 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2578 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 33863 members 
Mstep: Class 18 contains 6885 members 
Mstep: Class 19 contains 59330 members 
Mstep: Class 20 contains 53152 members 
Mstep: Class 21 contains 19293 members 
Mstep: Class 22 contains 7977 members 
Mstep: Class 23 contains 4002 members 
Mstep: Class 24 contains 578 members 
Mstep: Class 25 contains 17382 members 
Mstep: Class 26 contains 7360 members 
Mstep: Class 27 contains 8389 members 
Mstep: Class 28 contains 77924 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1490 members 
Entering Unmasked Estep 
Score: -157702480.000000 Penalty: 104539.820312
Splitting cluster 24 changes total score from -157690224.000000 to -157702480.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 25 (17382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Entering Unmasked Estep 
Score: -2057259.625000 Penalty: 2421.271240
	Iteration 0F: 2 clusters Score -2057260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2044893.625000 Penalty: 4842.542480
	Iteration 0F: 3 clusters Score -2044894 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2049215.375000 Penalty: 4842.542480
	Iteration 1F: 3 clusters Score -2049215 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2049700.375000 Penalty: 4842.542480
	Iteration 2F: 3 clusters Score -2049700 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2050131.875000 Penalty: 4842.542480
	Iteration 3F: 3 clusters Score -2050132 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2050560.250000 Penalty: 4842.542480
	Iteration 4Q: 3 clusters Score -2050560 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2050972.625000 Penalty: 4842.542480
	Iteration 5Q: 3 clusters Score -2050973 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2051394.875000 Penalty: 4842.542480
	Iteration 6Q: 3 clusters Score -2051395 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2051837.125000 Penalty: 4842.542480
	Iteration 7Q: 3 clusters Score -2051837 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2052279.750000 Penalty: 4842.542480
	Iteration 8Q: 3 clusters Score -2052280 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2052715.875000 Penalty: 4842.542480
	Iteration 9Q: 3 clusters Score -2052716 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2053138.000000 Penalty: 4842.542480
	Iteration 10Q: 3 clusters Score -2053138 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2053580.000000 Penalty: 4842.542480
	Iteration 11Q: 3 clusters Score -2053580 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2053991.500000 Penalty: 4842.542480
	Iteration 12Q: 3 clusters Score -2053992 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2054317.375000 Penalty: 4842.542480
	Iteration 13Q: 3 clusters Score -2054317 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2054574.250000 Penalty: 4842.542480
	Iteration 14Q: 3 clusters Score -2054574 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2054773.000000 Penalty: 4842.542480
	Iteration 15Q: 3 clusters Score -2054773 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2054976.875000 Penalty: 4842.542480
	Iteration 16Q: 3 clusters Score -2054977 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2055175.375000 Penalty: 4842.542480
	Iteration 17Q: 3 clusters Score -2055175 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2055359.250000 Penalty: 4842.542480
	Iteration 18Q: 3 clusters Score -2055359 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2055571.125000 Penalty: 4842.542480
	Iteration 19Q: 3 clusters Score -2055571 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2055757.250000 Penalty: 4842.542480
	Iteration 20F: 3 clusters Score -2055757 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2055918.250000 Penalty: 4842.542480
	Iteration 21Q: 3 clusters Score -2055918 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2056014.125000 Penalty: 4842.542480
	Iteration 22Q: 3 clusters Score -2056014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2056072.250000 Penalty: 4842.542480
	Iteration 23Q: 3 clusters Score -2056072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2056103.625000 Penalty: 4842.542480
	Iteration 24Q: 3 clusters Score -2056104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2056122.875000 Penalty: 4842.542480
	Iteration 25Q: 3 clusters Score -2056123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2056134.125000 Penalty: 4842.542480
	Iteration 26Q: 3 clusters Score -2056134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2056143.750000 Penalty: 4842.542480
	Iteration 27Q: 3 clusters Score -2056144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2056146.500000 Penalty: 4842.542480
	Iteration 28Q: 3 clusters Score -2056146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2056147.125000 Penalty: 4842.542480
	Iteration 29Q: 3 clusters Score -2056147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2056147.250000 Penalty: 4842.542480
	Iteration 30Q: 3 clusters Score -2056147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2056150.125000 Penalty: 4842.542480
	Iteration 31Q: 3 clusters Score -2056150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2056152.000000 Penalty: 4842.542480
	Iteration 32Q: 3 clusters Score -2056152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2056153.375000 Penalty: 4842.542480
	Iteration 33Q: 3 clusters Score -2056153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2056152.375000 Penalty: 4842.542480
	Iteration 34Q: 3 clusters Score -2056152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2056151.250000 Penalty: 4842.542480
	Iteration 35Q: 3 clusters Score -2056151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2056154.250000 Penalty: 4842.542480
	Iteration 36Q: 3 clusters Score -2056154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2056154.250000 Penalty: 4842.542480
	Iteration 37F: 3 clusters Score -2056154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 100799 members 
Mstep: Class 4 contains 279282 members 
Mstep: Class 5 contains 29546 members 
Mstep: Class 6 contains 7676 members 
Mstep: Class 7 contains 151938 members 
Mstep: Class 8 contains 55274 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 47735 members 
Mstep: Class 11 contains 149162 members 
Mstep: Class 12 contains 91820 members 
Mstep: Class 13 contains 16380 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2578 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 33863 members 
Mstep: Class 18 contains 6885 members 
Mstep: Class 19 contains 59330 members 
Mstep: Class 20 contains 53152 members 
Mstep: Class 21 contains 19293 members 
Mstep: Class 22 contains 7977 members 
Mstep: Class 23 contains 4002 members 
Mstep: Class 24 contains 578 members 
Mstep: Class 25 contains 17382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711952.000000 Penalty: 104539.820312
Iteration 79Q: 31 clusters Score -1.57712e+08 nChanged 14706
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 13626 members 
Mstep: Class 3 contains 100807 members 
Mstep: Class 4 contains 279329 members 
Mstep: Class 5 contains 30438 members 
Mstep: Class 6 contains 7686 members 
Mstep: Class 7 contains 152152 members 
Mstep: Class 8 contains 56774 members 
Mstep: Class 9 contains 2778 members 
Mstep: Class 10 contains 47715 members 
Mstep: Class 11 contains 149735 members 
Mstep: Class 12 contains 92906 members 
Mstep: Class 13 contains 15698 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 8968 members 
Mstep: Class 17 contains 33842 members 
Mstep: Class 18 contains 6905 members 
Mstep: Class 19 contains 59470 members 
Mstep: Class 20 contains 53335 members 
Mstep: Class 21 contains 19463 members 
Mstep: Class 22 contains 7981 members 
Mstep: Class 23 contains 4005 members 
Mstep: Class 24 contains 712 members 
Mstep: Class 25 contains 17353 members 
Mstep: Class 26 contains 7067 members 
Mstep: Class 27 contains 8079 members 
Mstep: Class 28 contains 74311 members 
Mstep: Class 29 contains 1044 members 
Mstep: Class 30 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718592.000000 Penalty: 104539.820312
Iteration 80F: 31 clusters Score -1.577186e+08 nChanged 14405
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 13549 members 
Mstep: Class 3 contains 100816 members 
Mstep: Class 4 contains 276625 members 
Mstep: Class 5 contains 30845 members 
Mstep: Class 6 contains 7632 members 
Mstep: Class 7 contains 152050 members 
Mstep: Class 8 contains 56135 members 
Mstep: Class 9 contains 2794 members 
Mstep: Class 10 contains 47685 members 
Mstep: Class 11 contains 149179 members 
Mstep: Class 12 contains 93721 members 
Mstep: Class 13 contains 15537 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 9022 members 
Mstep: Class 17 contains 33798 members 
Mstep: Class 18 contains 6928 members 
Mstep: Class 19 contains 59045 members 
Mstep: Class 20 contains 53176 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 4008 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 17324 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 8872 members 
Mstep: Class 28 contains 76756 members 
Mstep: Class 29 contains 1047 members 
Mstep: Class 30 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723120.000000 Penalty: 104539.820312
Iteration 81Q: 31 clusters Score -1.577231e+08 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 13521 members 
Mstep: Class 3 contains 100827 members 
Mstep: Class 4 contains 274932 members 
Mstep: Class 5 contains 31270 members 
Mstep: Class 6 contains 7583 members 
Mstep: Class 7 contains 151949 members 
Mstep: Class 8 contains 55721 members 
Mstep: Class 9 contains 2823 members 
Mstep: Class 10 contains 47472 members 
Mstep: Class 11 contains 148780 members 
Mstep: Class 12 contains 94634 members 
Mstep: Class 13 contains 15548 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 9030 members 
Mstep: Class 17 contains 33768 members 
Mstep: Class 18 contains 6953 members 
Mstep: Class 19 contains 58768 members 
Mstep: Class 20 contains 53071 members 
Mstep: Class 21 contains 19715 members 
Mstep: Class 22 contains 7991 members 
Mstep: Class 23 contains 4015 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 17282 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 9417 members 
Mstep: Class 28 contains 77892 members 
Mstep: Class 29 contains 1047 members 
Mstep: Class 30 contains 1501 members 
Entering Unmasked Estep 
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Score: -157724992.000000 Penalty: 104539.820312
Iteration 82Q: 31 clusters Score -1.57725e+08 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 13505 members 
Mstep: Class 3 contains 100841 members 
Mstep: Class 4 contains 273719 members 
Mstep: Class 5 contains 31602 members 
Mstep: Class 6 contains 7535 members 
Mstep: Class 7 contains 151849 members 
Mstep: Class 8 contains 55437 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 47246 members 
Mstep: Class 11 contains 148350 members 
Mstep: Class 12 contains 95422 members 
Mstep: Class 13 contains 15556 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2569 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 33702 members 
Mstep: Class 18 contains 6976 members 
Mstep: Class 19 contains 58579 members 
Mstep: Class 20 contains 52994 members 
Mstep: Class 21 contains 19839 members 
Mstep: Class 22 contains 8006 members 
Mstep: Class 23 contains 4017 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 17241 members 
Mstep: Class 26 contains 7535 members 
Mstep: Class 27 contains 9862 members 
Mstep: Class 28 contains 78729 members 
Mstep: Class 29 contains 1047 members 
Mstep: Class 30 contains 1500 members 
Entering Unmasked Estep 
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Score: -157727392.000000 Penalty: 104539.820312
Iteration 83Q: 31 clusters Score -1.577274e+08 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 13489 members 
Mstep: Class 3 contains 100861 members 
Mstep: Class 4 contains 272948 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 7513 members 
Mstep: Class 7 contains 151711 members 
Mstep: Class 8 contains 55182 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 47025 members 
Mstep: Class 11 contains 147909 members 
Mstep: Class 12 contains 96115 members 
Mstep: Class 13 contains 15590 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 9051 members 
Mstep: Class 17 contains 33634 members 
Mstep: Class 18 contains 6997 members 
Mstep: Class 19 contains 58419 members 
Mstep: Class 20 contains 52924 members 
Mstep: Class 21 contains 19904 members 
Mstep: Class 22 contains 8016 members 
Mstep: Class 23 contains 4019 members 
Mstep: Class 24 contains 765 members 
Mstep: Class 25 contains 17199 members 
Mstep: Class 26 contains 7610 members 
Mstep: Class 27 contains 10241 members 
Mstep: Class 28 contains 79277 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1500 members 
Entering Unmasked Estep 
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Score: -157728528.000000 Penalty: 104539.820312
Iteration 84Q: 31 clusters Score -1.577285e+08 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 13473 members 
Mstep: Class 3 contains 100873 members 
Mstep: Class 4 contains 272462 members 
Mstep: Class 5 contains 32260 members 
Mstep: Class 6 contains 7488 members 
Mstep: Class 7 contains 151637 members 
Mstep: Class 8 contains 54969 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 46765 members 
Mstep: Class 11 contains 147424 members 
Mstep: Class 12 contains 96702 members 
Mstep: Class 13 contains 15584 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 17 contains 33569 members 
Mstep: Class 18 contains 7009 members 
Mstep: Class 19 contains 58295 members 
Mstep: Class 20 contains 52851 members 
Mstep: Class 21 contains 19973 members 
Mstep: Class 22 contains 8023 members 
Mstep: Class 23 contains 4021 members 
Mstep: Class 24 contains 766 members 
Mstep: Class 25 contains 17172 members 
Mstep: Class 26 contains 7668 members 
Mstep: Class 27 contains 10574 members 
Mstep: Class 28 contains 79711 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1502 members 
Entering Unmasked Estep 
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Score: -157729728.000000 Penalty: 104539.820312
Iteration 85Q: 31 clusters Score -1.577297e+08 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 13458 members 
Mstep: Class 3 contains 100883 members 
Mstep: Class 4 contains 272197 members 
Mstep: Class 5 contains 32562 members 
Mstep: Class 6 contains 7476 members 
Mstep: Class 7 contains 151594 members 
Mstep: Class 8 contains 54810 members 
Mstep: Class 9 contains 2926 members 
Mstep: Class 10 contains 46504 members 
Mstep: Class 11 contains 146882 members 
Mstep: Class 12 contains 97237 members 
Mstep: Class 13 contains 15545 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 9057 members 
Mstep: Class 17 contains 33498 members 
Mstep: Class 18 contains 7025 members 
Mstep: Class 19 contains 58224 members 
Mstep: Class 20 contains 52785 members 
Mstep: Class 21 contains 20006 members 
Mstep: Class 22 contains 8027 members 
Mstep: Class 23 contains 4024 members 
Mstep: Class 24 contains 766 members 
Mstep: Class 25 contains 17152 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 10871 members 
Mstep: Class 28 contains 80010 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1502 members 
Entering Unmasked Estep 
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Score: -157731216.000000 Penalty: 104539.820312
Iteration 86Q: 31 clusters Score -1.577312e+08 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 13448 members 
Mstep: Class 3 contains 100905 members 
Mstep: Class 4 contains 272129 members 
Mstep: Class 5 contains 32795 members 
Mstep: Class 6 contains 7475 members 
Mstep: Class 7 contains 151548 members 
Mstep: Class 8 contains 54631 members 
Mstep: Class 9 contains 2946 members 
Mstep: Class 10 contains 46259 members 
Mstep: Class 11 contains 146273 members 
Mstep: Class 12 contains 97695 members 
Mstep: Class 13 contains 15542 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2568 members 
Mstep: Class 16 contains 9061 members 
Mstep: Class 17 contains 33441 members 
Mstep: Class 18 contains 7042 members 
Mstep: Class 19 contains 58226 members 
Mstep: Class 20 contains 52725 members 
Mstep: Class 21 contains 20029 members 
Mstep: Class 22 contains 8026 members 
Mstep: Class 23 contains 4029 members 
Mstep: Class 24 contains 768 members 
Mstep: Class 25 contains 17132 members 
Mstep: Class 26 contains 7762 members 
Mstep: Class 27 contains 11122 members 
Mstep: Class 28 contains 80235 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157732256.000000 Penalty: 104539.820312
Iteration 87Q: 31 clusters Score -1.577323e+08 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13432 members 
Mstep: Class 3 contains 100922 members 
Mstep: Class 4 contains 272234 members 
Mstep: Class 5 contains 32984 members 
Mstep: Class 6 contains 7463 members 
Mstep: Class 7 contains 151522 members 
Mstep: Class 8 contains 54505 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 46025 members 
Mstep: Class 11 contains 145626 members 
Mstep: Class 12 contains 98096 members 
Mstep: Class 13 contains 15532 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 16 contains 9065 members 
Mstep: Class 17 contains 33375 members 
Mstep: Class 18 contains 7057 members 
Mstep: Class 19 contains 58222 members 
Mstep: Class 20 contains 52672 members 
Mstep: Class 21 contains 20065 members 
Mstep: Class 22 contains 8028 members 
Mstep: Class 23 contains 4028 members 
Mstep: Class 24 contains 768 members 
Mstep: Class 25 contains 17119 members 
Mstep: Class 26 contains 7800 members 
Mstep: Class 27 contains 11340 members 
Mstep: Class 28 contains 80410 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731904.000000 Penalty: 104539.820312
Iteration 88Q: 31 clusters Score -1.577319e+08 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 13424 members 
Mstep: Class 3 contains 100941 members 
Mstep: Class 4 contains 272427 members 
Mstep: Class 5 contains 33140 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 151522 members 
Mstep: Class 8 contains 54412 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 45825 members 
Mstep: Class 11 contains 144937 members 
Mstep: Class 12 contains 98432 members 
Mstep: Class 13 contains 15527 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 9073 members 
Mstep: Class 17 contains 33313 members 
Mstep: Class 18 contains 7070 members 
Mstep: Class 19 contains 58220 members 
Mstep: Class 20 contains 52617 members 
Mstep: Class 21 contains 20091 members 
Mstep: Class 22 contains 8035 members 
Mstep: Class 23 contains 4029 members 
Mstep: Class 24 contains 768 members 
Mstep: Class 25 contains 17094 members 
Mstep: Class 26 contains 7827 members 
Mstep: Class 27 contains 11545 members 
Mstep: Class 28 contains 80555 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1503 members 
Entering Unmasked Estep 
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Score: -157732720.000000 Penalty: 104539.820312
Iteration 89Q: 31 clusters Score -1.577327e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 13422 members 
Mstep: Class 3 contains 100956 members 
Mstep: Class 4 contains 272730 members 
Mstep: Class 5 contains 33293 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 151521 members 
Mstep: Class 8 contains 54333 members 
Mstep: Class 9 contains 3013 members 
Mstep: Class 10 contains 45646 members 
Mstep: Class 11 contains 144235 members 
Mstep: Class 12 contains 98730 members 
Mstep: Class 13 contains 15541 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 16 contains 9083 members 
Mstep: Class 17 contains 33242 members 
Mstep: Class 18 contains 7089 members 
Mstep: Class 19 contains 58221 members 
Mstep: Class 20 contains 52566 members 
Mstep: Class 21 contains 20102 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 4035 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 17066 members 
Mstep: Class 26 contains 7846 members 
Mstep: Class 27 contains 11717 members 
Mstep: Class 28 contains 80640 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1502 members 
Entering Unmasked Estep 
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Score: -157733184.000000 Penalty: 104539.820312
Iteration 90Q: 31 clusters Score -1.577332e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 13419 members 
Mstep: Class 3 contains 100961 members 
Mstep: Class 4 contains 273082 members 
Mstep: Class 5 contains 33427 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 151510 members 
Mstep: Class 8 contains 54347 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 45492 members 
Mstep: Class 11 contains 143493 members 
Mstep: Class 12 contains 98993 members 
Mstep: Class 13 contains 15533 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2544 members 
Mstep: Class 16 contains 9091 members 
Mstep: Class 17 contains 33167 members 
Mstep: Class 18 contains 7107 members 
Mstep: Class 19 contains 58231 members 
Mstep: Class 20 contains 52523 members 
Mstep: Class 21 contains 20120 members 
Mstep: Class 22 contains 8044 members 
Mstep: Class 23 contains 4037 members 
Mstep: Class 24 contains 771 members 
Mstep: Class 25 contains 17056 members 
Mstep: Class 26 contains 7856 members 
Mstep: Class 27 contains 11851 members 
Mstep: Class 28 contains 80691 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1502 members 
Entering Unmasked Estep 
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Score: -157733472.000000 Penalty: 104539.820312
Iteration 91Q: 31 clusters Score -1.577335e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 13415 members 
Mstep: Class 3 contains 100973 members 
Mstep: Class 4 contains 273412 members 
Mstep: Class 5 contains 33564 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 151491 members 
Mstep: Class 8 contains 54339 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 45389 members 
Mstep: Class 11 contains 142800 members 
Mstep: Class 12 contains 99208 members 
Mstep: Class 13 contains 15553 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2535 members 
Mstep: Class 16 contains 9099 members 
Mstep: Class 17 contains 33082 members 
Mstep: Class 18 contains 7121 members 
Mstep: Class 19 contains 58238 members 
Mstep: Class 20 contains 52494 members 
Mstep: Class 21 contains 20117 members 
Mstep: Class 22 contains 8046 members 
Mstep: Class 23 contains 4043 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 17046 members 
Mstep: Class 26 contains 7866 members 
Mstep: Class 27 contains 11987 members 
Mstep: Class 28 contains 80743 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157733776.000000 Penalty: 104539.820312
Iteration 92Q: 31 clusters Score -1.577338e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 13413 members 
Mstep: Class 3 contains 100993 members 
Mstep: Class 4 contains 273731 members 
Mstep: Class 5 contains 33696 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 151476 members 
Mstep: Class 8 contains 54335 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 45298 members 
Mstep: Class 11 contains 142146 members 
Mstep: Class 12 contains 99398 members 
Mstep: Class 13 contains 15559 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 9105 members 
Mstep: Class 17 contains 33014 members 
Mstep: Class 18 contains 7132 members 
Mstep: Class 19 contains 58267 members 
Mstep: Class 20 contains 52475 members 
Mstep: Class 21 contains 20124 members 
Mstep: Class 22 contains 8054 members 
Mstep: Class 23 contains 4051 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 17029 members 
Mstep: Class 26 contains 7874 members 
Mstep: Class 27 contains 12089 members 
Mstep: Class 28 contains 80777 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1502 members 
Entering Unmasked Estep 
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Score: -157733840.000000 Penalty: 104539.820312
Iteration 93Q: 31 clusters Score -1.577338e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 13412 members 
Mstep: Class 3 contains 101010 members 
Mstep: Class 4 contains 274063 members 
Mstep: Class 5 contains 33794 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 151484 members 
Mstep: Class 8 contains 54367 members 
Mstep: Class 9 contains 3090 members 
Mstep: Class 10 contains 45221 members 
Mstep: Class 11 contains 141505 members 
Mstep: Class 12 contains 99559 members 
Mstep: Class 13 contains 15563 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 9110 members 
Mstep: Class 17 contains 32946 members 
Mstep: Class 18 contains 7147 members 
Mstep: Class 19 contains 58283 members 
Mstep: Class 20 contains 52461 members 
Mstep: Class 21 contains 20121 members 
Mstep: Class 22 contains 8061 members 
Mstep: Class 23 contains 4053 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 17018 members 
Mstep: Class 26 contains 7880 members 
Mstep: Class 27 contains 12172 members 
Mstep: Class 28 contains 80807 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157733696.000000 Penalty: 104539.820312
Iteration 94Q: 31 clusters Score -1.577337e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 13412 members 
Mstep: Class 3 contains 101021 members 
Mstep: Class 4 contains 274438 members 
Mstep: Class 5 contains 33890 members 
Mstep: Class 6 contains 7468 members 
Mstep: Class 7 contains 151467 members 
Mstep: Class 8 contains 54432 members 
Mstep: Class 9 contains 3097 members 
Mstep: Class 10 contains 45149 members 
Mstep: Class 11 contains 140900 members 
Mstep: Class 12 contains 99715 members 
Mstep: Class 13 contains 15573 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 9108 members 
Mstep: Class 17 contains 32873 members 
Mstep: Class 18 contains 7158 members 
Mstep: Class 19 contains 58288 members 
Mstep: Class 20 contains 52451 members 
Mstep: Class 21 contains 20118 members 
Mstep: Class 22 contains 8067 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 17005 members 
Mstep: Class 26 contains 7879 members 
Mstep: Class 27 contains 12247 members 
Mstep: Class 28 contains 80791 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1502 members 
Entering Unmasked Estep 
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Iteration 95Q: 31 clusters Score -1.577339e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 13411 members 
Mstep: Class 3 contains 101042 members 
Mstep: Class 4 contains 274821 members 
Mstep: Class 5 contains 33975 members 
Mstep: Class 6 contains 7466 members 
Mstep: Class 7 contains 151454 members 
Mstep: Class 8 contains 54494 members 
Mstep: Class 9 contains 3108 members 
Mstep: Class 10 contains 45094 members 
Mstep: Class 11 contains 140292 members 
Mstep: Class 12 contains 99862 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 9116 members 
Mstep: Class 17 contains 32807 members 
Mstep: Class 18 contains 7172 members 
Mstep: Class 19 contains 58293 members 
Mstep: Class 20 contains 52437 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 8069 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16982 members 
Mstep: Class 26 contains 7884 members 
Mstep: Class 27 contains 12313 members 
Mstep: Class 28 contains 80793 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1503 members 
Entering Unmasked Estep 
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Iteration 96Q: 31 clusters Score -1.577344e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 13411 members 
Mstep: Class 3 contains 101070 members 
Mstep: Class 4 contains 275192 members 
Mstep: Class 5 contains 34033 members 
Mstep: Class 6 contains 7468 members 
Mstep: Class 7 contains 151433 members 
Mstep: Class 8 contains 54580 members 
Mstep: Class 9 contains 3115 members 
Mstep: Class 10 contains 45025 members 
Mstep: Class 11 contains 139731 members 
Mstep: Class 12 contains 99962 members 
Mstep: Class 13 contains 15592 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 9122 members 
Mstep: Class 17 contains 32744 members 
Mstep: Class 18 contains 7187 members 
Mstep: Class 19 contains 58307 members 
Mstep: Class 20 contains 52429 members 
Mstep: Class 21 contains 20087 members 
Mstep: Class 22 contains 8069 members 
Mstep: Class 23 contains 4055 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16957 members 
Mstep: Class 26 contains 7888 members 
Mstep: Class 27 contains 12375 members 
Mstep: Class 28 contains 80793 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 97Q: 31 clusters Score -1.577348e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 13410 members 
Mstep: Class 3 contains 101088 members 
Mstep: Class 4 contains 275578 members 
Mstep: Class 5 contains 34090 members 
Mstep: Class 6 contains 7460 members 
Mstep: Class 7 contains 151402 members 
Mstep: Class 8 contains 54672 members 
Mstep: Class 9 contains 3129 members 
Mstep: Class 10 contains 44945 members 
Mstep: Class 11 contains 139179 members 
Mstep: Class 12 contains 100045 members 
Mstep: Class 13 contains 15613 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 9126 members 
Mstep: Class 17 contains 32697 members 
Mstep: Class 18 contains 7204 members 
Mstep: Class 19 contains 58323 members 
Mstep: Class 20 contains 52423 members 
Mstep: Class 21 contains 20084 members 
Mstep: Class 22 contains 8071 members 
Mstep: Class 23 contains 4062 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16940 members 
Mstep: Class 26 contains 7889 members 
Mstep: Class 27 contains 12433 members 
Mstep: Class 28 contains 80787 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 98Q: 31 clusters Score -1.577348e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 13408 members 
Mstep: Class 3 contains 101089 members 
Mstep: Class 4 contains 275945 members 
Mstep: Class 5 contains 34145 members 
Mstep: Class 6 contains 7463 members 
Mstep: Class 7 contains 151381 members 
Mstep: Class 8 contains 54739 members 
Mstep: Class 9 contains 3143 members 
Mstep: Class 10 contains 44903 members 
Mstep: Class 11 contains 138669 members 
Mstep: Class 12 contains 100132 members 
Mstep: Class 13 contains 15626 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 16 contains 9126 members 
Mstep: Class 17 contains 32651 members 
Mstep: Class 18 contains 7227 members 
Mstep: Class 19 contains 58342 members 
Mstep: Class 20 contains 52417 members 
Mstep: Class 21 contains 20073 members 
Mstep: Class 22 contains 8075 members 
Mstep: Class 23 contains 4066 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16925 members 
Mstep: Class 26 contains 7895 members 
Mstep: Class 27 contains 12486 members 
Mstep: Class 28 contains 80752 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 99Q: 31 clusters Score -1.577352e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 13407 members 
Mstep: Class 3 contains 101111 members 
Mstep: Class 4 contains 276326 members 
Mstep: Class 5 contains 34192 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 151357 members 
Mstep: Class 8 contains 54818 members 
Mstep: Class 9 contains 3152 members 
Mstep: Class 10 contains 44859 members 
Mstep: Class 11 contains 138175 members 
Mstep: Class 12 contains 100211 members 
Mstep: Class 13 contains 15635 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 9123 members 
Mstep: Class 17 contains 32601 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 58357 members 
Mstep: Class 20 contains 52410 members 
Mstep: Class 21 contains 20056 members 
Mstep: Class 22 contains 8077 members 
Mstep: Class 23 contains 4070 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 7901 members 
Mstep: Class 27 contains 12529 members 
Mstep: Class 28 contains 80725 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 100F: 31 clusters Score -1.577351e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 13404 members 
Mstep: Class 3 contains 101132 members 
Mstep: Class 4 contains 276672 members 
Mstep: Class 5 contains 34241 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 151323 members 
Mstep: Class 8 contains 54894 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 44826 members 
Mstep: Class 11 contains 137695 members 
Mstep: Class 12 contains 100278 members 
Mstep: Class 13 contains 15632 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 32564 members 
Mstep: Class 18 contains 7261 members 
Mstep: Class 19 contains 58379 members 
Mstep: Class 20 contains 52404 members 
Mstep: Class 21 contains 20042 members 
Mstep: Class 22 contains 8073 members 
Mstep: Class 23 contains 4075 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16947 members 
Mstep: Class 26 contains 7907 members 
Mstep: Class 27 contains 12568 members 
Mstep: Class 28 contains 80723 members 
Mstep: Class 29 contains 1047 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 101Q: 31 clusters Score -1.577353e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 13404 members 
Mstep: Class 3 contains 101147 members 
Mstep: Class 4 contains 276980 members 
Mstep: Class 5 contains 34311 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 151293 members 
Mstep: Class 8 contains 54966 members 
Mstep: Class 9 contains 3172 members 
Mstep: Class 10 contains 44813 members 
Mstep: Class 11 contains 137240 members 
Mstep: Class 12 contains 100328 members 
Mstep: Class 13 contains 15640 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 9120 members 
Mstep: Class 17 contains 32521 members 
Mstep: Class 18 contains 7287 members 
Mstep: Class 19 contains 58409 members 
Mstep: Class 20 contains 52397 members 
Mstep: Class 21 contains 20032 members 
Mstep: Class 22 contains 8076 members 
Mstep: Class 23 contains 4076 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16946 members 
Mstep: Class 26 contains 7914 members 
Mstep: Class 27 contains 12606 members 
Mstep: Class 28 contains 80695 members 
Mstep: Class 29 contains 1047 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157735472.000000 Penalty: 104539.820312
Iteration 102Q: 31 clusters Score -1.577355e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 13404 members 
Mstep: Class 3 contains 101145 members 
Mstep: Class 4 contains 277304 members 
Mstep: Class 5 contains 34371 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 151282 members 
Mstep: Class 8 contains 55047 members 
Mstep: Class 9 contains 3177 members 
Mstep: Class 10 contains 44792 members 
Mstep: Class 11 contains 136782 members 
Mstep: Class 12 contains 100373 members 
Mstep: Class 13 contains 15659 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2193 members 
Mstep: Class 16 contains 9116 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 7313 members 
Mstep: Class 19 contains 58426 members 
Mstep: Class 20 contains 52391 members 
Mstep: Class 21 contains 20020 members 
Mstep: Class 22 contains 8071 members 
Mstep: Class 23 contains 4078 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16978 members 
Mstep: Class 26 contains 7914 members 
Mstep: Class 27 contains 12640 members 
Mstep: Class 28 contains 80671 members 
Mstep: Class 29 contains 1047 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157735648.000000 Penalty: 104539.820312
Iteration 103Q: 31 clusters Score -1.577356e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 13404 members 
Mstep: Class 3 contains 101155 members 
Mstep: Class 4 contains 277648 members 
Mstep: Class 5 contains 34414 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 151269 members 
Mstep: Class 8 contains 55109 members 
Mstep: Class 9 contains 3182 members 
Mstep: Class 10 contains 44776 members 
Mstep: Class 11 contains 136325 members 
Mstep: Class 12 contains 100412 members 
Mstep: Class 13 contains 15677 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 17 contains 32437 members 
Mstep: Class 18 contains 7335 members 
Mstep: Class 19 contains 58452 members 
Mstep: Class 20 contains 52387 members 
Mstep: Class 21 contains 20015 members 
Mstep: Class 22 contains 8068 members 
Mstep: Class 23 contains 4078 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 17007 members 
Mstep: Class 26 contains 7914 members 
Mstep: Class 27 contains 12675 members 
Mstep: Class 28 contains 80647 members 
Mstep: Class 29 contains 1047 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157735904.000000 Penalty: 104539.820312
Iteration 104Q: 31 clusters Score -1.577359e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 13403 members 
Mstep: Class 3 contains 101148 members 
Mstep: Class 4 contains 277978 members 
Mstep: Class 5 contains 34452 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 151267 members 
Mstep: Class 8 contains 55172 members 
Mstep: Class 9 contains 3184 members 
Mstep: Class 10 contains 44750 members 
Mstep: Class 11 contains 135899 members 
Mstep: Class 12 contains 100450 members 
Mstep: Class 13 contains 15685 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2099 members 
Mstep: Class 16 contains 9114 members 
Mstep: Class 17 contains 32400 members 
Mstep: Class 18 contains 7361 members 
Mstep: Class 19 contains 58471 members 
Mstep: Class 20 contains 52382 members 
Mstep: Class 21 contains 20007 members 
Mstep: Class 22 contains 8070 members 
Mstep: Class 23 contains 4080 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 17000 members 
Mstep: Class 26 contains 7914 members 
Mstep: Class 27 contains 12706 members 
Mstep: Class 28 contains 80632 members 
Mstep: Class 29 contains 1047 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736064.000000 Penalty: 104539.820312
Iteration 105Q: 31 clusters Score -1.577361e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 13402 members 
Mstep: Class 3 contains 101123 members 
Mstep: Class 4 contains 278261 members 
Mstep: Class 5 contains 34479 members 
Mstep: Class 6 contains 7459 members 
Mstep: Class 7 contains 151266 members 
Mstep: Class 8 contains 55218 members 
Mstep: Class 9 contains 3189 members 
Mstep: Class 10 contains 44724 members 
Mstep: Class 11 contains 135517 members 
Mstep: Class 12 contains 100488 members 
Mstep: Class 13 contains 15707 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 9114 members 
Mstep: Class 17 contains 32357 members 
Mstep: Class 18 contains 7391 members 
Mstep: Class 19 contains 58510 members 
Mstep: Class 20 contains 52379 members 
Mstep: Class 21 contains 20002 members 
Mstep: Class 22 contains 8071 members 
Mstep: Class 23 contains 4082 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16969 members 
Mstep: Class 26 contains 7914 members 
Mstep: Class 27 contains 12739 members 
Mstep: Class 28 contains 80618 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736176.000000 Penalty: 104539.820312
Iteration 106Q: 31 clusters Score -1.577362e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 13402 members 
Mstep: Class 3 contains 101112 members 
Mstep: Class 4 contains 278526 members 
Mstep: Class 5 contains 34506 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 151258 members 
Mstep: Class 8 contains 55277 members 
Mstep: Class 9 contains 3196 members 
Mstep: Class 10 contains 44688 members 
Mstep: Class 11 contains 135168 members 
Mstep: Class 12 contains 100521 members 
Mstep: Class 13 contains 15699 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2119 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 17 contains 32328 members 
Mstep: Class 18 contains 7410 members 
Mstep: Class 19 contains 58553 members 
Mstep: Class 20 contains 52375 members 
Mstep: Class 21 contains 19995 members 
Mstep: Class 22 contains 8067 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16921 members 
Mstep: Class 26 contains 7914 members 
Mstep: Class 27 contains 12759 members 
Mstep: Class 28 contains 80609 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736432.000000 Penalty: 104539.820312
Iteration 107Q: 31 clusters Score -1.577364e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 13402 members 
Mstep: Class 3 contains 101084 members 
Mstep: Class 4 contains 278800 members 
Mstep: Class 5 contains 34530 members 
Mstep: Class 6 contains 7492 members 
Mstep: Class 7 contains 151250 members 
Mstep: Class 8 contains 55346 members 
Mstep: Class 9 contains 3210 members 
Mstep: Class 10 contains 44649 members 
Mstep: Class 11 contains 134813 members 
Mstep: Class 12 contains 100536 members 
Mstep: Class 13 contains 15716 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 9112 members 
Mstep: Class 17 contains 32287 members 
Mstep: Class 18 contains 7433 members 
Mstep: Class 19 contains 58582 members 
Mstep: Class 20 contains 52371 members 
Mstep: Class 21 contains 19986 members 
Mstep: Class 22 contains 8066 members 
Mstep: Class 23 contains 4091 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16881 members 
Mstep: Class 26 contains 7914 members 
Mstep: Class 27 contains 12780 members 
Mstep: Class 28 contains 80603 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736352.000000 Penalty: 104539.820312
Iteration 108Q: 31 clusters Score -1.577364e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 13401 members 
Mstep: Class 3 contains 101080 members 
Mstep: Class 4 contains 279044 members 
Mstep: Class 5 contains 34552 members 
Mstep: Class 6 contains 7496 members 
Mstep: Class 7 contains 151247 members 
Mstep: Class 8 contains 55397 members 
Mstep: Class 9 contains 3218 members 
Mstep: Class 10 contains 44625 members 
Mstep: Class 11 contains 134497 members 
Mstep: Class 12 contains 100572 members 
Mstep: Class 13 contains 15712 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 16 contains 9112 members 
Mstep: Class 17 contains 32252 members 
Mstep: Class 18 contains 7461 members 
Mstep: Class 19 contains 58610 members 
Mstep: Class 20 contains 52366 members 
Mstep: Class 21 contains 19977 members 
Mstep: Class 22 contains 8069 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16810 members 
Mstep: Class 26 contains 7914 members 
Mstep: Class 27 contains 12797 members 
Mstep: Class 28 contains 80589 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736624.000000 Penalty: 104539.820312
Iteration 109Q: 31 clusters Score -1.577366e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 13401 members 
Mstep: Class 3 contains 101058 members 
Mstep: Class 4 contains 279305 members 
Mstep: Class 5 contains 34595 members 
Mstep: Class 6 contains 7503 members 
Mstep: Class 7 contains 151239 members 
Mstep: Class 8 contains 55455 members 
Mstep: Class 9 contains 3224 members 
Mstep: Class 10 contains 44606 members 
Mstep: Class 11 contains 134136 members 
Mstep: Class 12 contains 100596 members 
Mstep: Class 13 contains 15720 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2223 members 
Mstep: Class 16 contains 9112 members 
Mstep: Class 17 contains 32217 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 58648 members 
Mstep: Class 20 contains 52362 members 
Mstep: Class 21 contains 19973 members 
Mstep: Class 22 contains 8067 members 
Mstep: Class 23 contains 4098 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16748 members 
Mstep: Class 26 contains 7915 members 
Mstep: Class 27 contains 12807 members 
Mstep: Class 28 contains 80573 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736672.000000 Penalty: 104539.820312
Iteration 110Q: 31 clusters Score -1.577367e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 13401 members 
Mstep: Class 3 contains 101068 members 
Mstep: Class 4 contains 279572 members 
Mstep: Class 5 contains 34625 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 151235 members 
Mstep: Class 8 contains 55492 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 44589 members 
Mstep: Class 11 contains 133784 members 
Mstep: Class 12 contains 100633 members 
Mstep: Class 13 contains 15722 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 16 contains 9115 members 
Mstep: Class 17 contains 32181 members 
Mstep: Class 18 contains 7518 members 
Mstep: Class 19 contains 58692 members 
Mstep: Class 20 contains 52358 members 
Mstep: Class 21 contains 19970 members 
Mstep: Class 22 contains 8066 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16680 members 
Mstep: Class 26 contains 7915 members 
Mstep: Class 27 contains 12813 members 
Mstep: Class 28 contains 80558 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736656.000000 Penalty: 104539.820312
Iteration 111Q: 31 clusters Score -1.577367e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 13401 members 
Mstep: Class 3 contains 101071 members 
Mstep: Class 4 contains 279832 members 
Mstep: Class 5 contains 34650 members 
Mstep: Class 6 contains 7496 members 
Mstep: Class 7 contains 151243 members 
Mstep: Class 8 contains 55530 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 44570 members 
Mstep: Class 11 contains 133434 members 
Mstep: Class 12 contains 100655 members 
Mstep: Class 13 contains 15750 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 9115 members 
Mstep: Class 17 contains 32147 members 
Mstep: Class 18 contains 7543 members 
Mstep: Class 19 contains 58727 members 
Mstep: Class 20 contains 52350 members 
Mstep: Class 21 contains 19968 members 
Mstep: Class 22 contains 8068 members 
Mstep: Class 23 contains 4109 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16598 members 
Mstep: Class 26 contains 7917 members 
Mstep: Class 27 contains 12817 members 
Mstep: Class 28 contains 80547 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736496.000000 Penalty: 104539.820312
Iteration 112Q: 31 clusters Score -1.577365e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 13400 members 
Mstep: Class 3 contains 101071 members 
Mstep: Class 4 contains 280084 members 
Mstep: Class 5 contains 34673 members 
Mstep: Class 6 contains 7500 members 
Mstep: Class 7 contains 151247 members 
Mstep: Class 8 contains 55567 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 44552 members 
Mstep: Class 11 contains 133109 members 
Mstep: Class 12 contains 100676 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2353 members 
Mstep: Class 16 contains 9116 members 
Mstep: Class 17 contains 32118 members 
Mstep: Class 18 contains 7561 members 
Mstep: Class 19 contains 58769 members 
Mstep: Class 20 contains 52341 members 
Mstep: Class 21 contains 19961 members 
Mstep: Class 22 contains 8063 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16518 members 
Mstep: Class 26 contains 7920 members 
Mstep: Class 27 contains 12822 members 
Mstep: Class 28 contains 80529 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736736.000000 Penalty: 104539.820312
Iteration 113Q: 31 clusters Score -1.577367e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 13400 members 
Mstep: Class 3 contains 101058 members 
Mstep: Class 4 contains 280316 members 
Mstep: Class 5 contains 34702 members 
Mstep: Class 6 contains 7500 members 
Mstep: Class 7 contains 151258 members 
Mstep: Class 8 contains 55604 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 44529 members 
Mstep: Class 11 contains 132803 members 
Mstep: Class 12 contains 100697 members 
Mstep: Class 13 contains 15786 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2402 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 17 contains 32091 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 58809 members 
Mstep: Class 20 contains 52332 members 
Mstep: Class 21 contains 19955 members 
Mstep: Class 22 contains 8058 members 
Mstep: Class 23 contains 4123 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16444 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12824 members 
Mstep: Class 28 contains 80510 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736624.000000 Penalty: 104539.820312
Iteration 114Q: 31 clusters Score -1.577366e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 13400 members 
Mstep: Class 3 contains 101059 members 
Mstep: Class 4 contains 280532 members 
Mstep: Class 5 contains 34737 members 
Mstep: Class 6 contains 7491 members 
Mstep: Class 7 contains 151259 members 
Mstep: Class 8 contains 55649 members 
Mstep: Class 9 contains 3244 members 
Mstep: Class 10 contains 44514 members 
Mstep: Class 11 contains 132489 members 
Mstep: Class 12 contains 100725 members 
Mstep: Class 13 contains 15793 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 9110 members 
Mstep: Class 17 contains 32069 members 
Mstep: Class 18 contains 7620 members 
Mstep: Class 19 contains 58847 members 
Mstep: Class 20 contains 52325 members 
Mstep: Class 21 contains 19949 members 
Mstep: Class 22 contains 8045 members 
Mstep: Class 23 contains 4133 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16371 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12828 members 
Mstep: Class 28 contains 80506 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736992.000000 Penalty: 104539.820312
Iteration 115Q: 31 clusters Score -1.57737e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 13400 members 
Mstep: Class 3 contains 101037 members 
Mstep: Class 4 contains 280745 members 
Mstep: Class 5 contains 34758 members 
Mstep: Class 6 contains 7490 members 
Mstep: Class 7 contains 151265 members 
Mstep: Class 8 contains 55674 members 
Mstep: Class 9 contains 3249 members 
Mstep: Class 10 contains 44498 members 
Mstep: Class 11 contains 132203 members 
Mstep: Class 12 contains 100748 members 
Mstep: Class 13 contains 15795 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 9108 members 
Mstep: Class 17 contains 32046 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 58876 members 
Mstep: Class 20 contains 52322 members 
Mstep: Class 21 contains 19946 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 4141 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16317 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12833 members 
Mstep: Class 28 contains 80508 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737056.000000 Penalty: 104539.820312
Iteration 116Q: 31 clusters Score -1.577371e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 13400 members 
Mstep: Class 3 contains 101031 members 
Mstep: Class 4 contains 280949 members 
Mstep: Class 5 contains 34779 members 
Mstep: Class 6 contains 7493 members 
Mstep: Class 7 contains 151279 members 
Mstep: Class 8 contains 55697 members 
Mstep: Class 9 contains 3252 members 
Mstep: Class 10 contains 44479 members 
Mstep: Class 11 contains 131915 members 
Mstep: Class 12 contains 100770 members 
Mstep: Class 13 contains 15798 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2536 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 32030 members 
Mstep: Class 18 contains 7674 members 
Mstep: Class 19 contains 58907 members 
Mstep: Class 20 contains 52322 members 
Mstep: Class 21 contains 19941 members 
Mstep: Class 22 contains 8035 members 
Mstep: Class 23 contains 4145 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16247 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12841 members 
Mstep: Class 28 contains 80510 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736912.000000 Penalty: 104539.820312
Iteration 117Q: 31 clusters Score -1.577369e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 13400 members 
Mstep: Class 3 contains 101022 members 
Mstep: Class 4 contains 281161 members 
Mstep: Class 5 contains 34808 members 
Mstep: Class 6 contains 7497 members 
Mstep: Class 7 contains 151285 members 
Mstep: Class 8 contains 55723 members 
Mstep: Class 9 contains 3259 members 
Mstep: Class 10 contains 44463 members 
Mstep: Class 11 contains 131614 members 
Mstep: Class 12 contains 100785 members 
Mstep: Class 13 contains 15806 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2585 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 32008 members 
Mstep: Class 18 contains 7694 members 
Mstep: Class 19 contains 58934 members 
Mstep: Class 20 contains 52321 members 
Mstep: Class 21 contains 19940 members 
Mstep: Class 22 contains 8032 members 
Mstep: Class 23 contains 4148 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16179 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12845 members 
Mstep: Class 28 contains 80522 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736752.000000 Penalty: 104539.820312
Iteration 118Q: 31 clusters Score -1.577368e+08 nChanged 702
Entering ConstructFrom: 
Score: -157736752.000000 Penalty: 104539.820312
Entering ConstructFrom: 
Trying to split cluster 1 (8782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Entering Unmasked Estep 
Score: -1058223.500000 Penalty: 2251.954102
	Iteration 0F: 2 clusters Score -1058224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1051319.250000 Penalty: 4503.908203
	Iteration 0F: 3 clusters Score -1051319 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1053276.250000 Penalty: 4503.908203
	Iteration 1F: 3 clusters Score -1053276 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1053630.500000 Penalty: 4503.908203
	Iteration 2F: 3 clusters Score -1053630 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1053900.250000 Penalty: 4503.908203
	Iteration 3F: 3 clusters Score -1053900 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1054111.625000 Penalty: 4503.908203
	Iteration 4Q: 3 clusters Score -1054112 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1054320.375000 Penalty: 4503.908203
	Iteration 5Q: 3 clusters Score -1054320 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1054516.625000 Penalty: 4503.908203
	Iteration 6Q: 3 clusters Score -1054517 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1054693.000000 Penalty: 4503.908203
	Iteration 7Q: 3 clusters Score -1054693 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1054873.000000 Penalty: 4503.908203
	Iteration 8Q: 3 clusters Score -1054873 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1055074.125000 Penalty: 4503.908203
	Iteration 9Q: 3 clusters Score -1055074 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1055277.875000 Penalty: 4503.908203
	Iteration 10Q: 3 clusters Score -1055278 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1055462.875000 Penalty: 4503.908203
	Iteration 11Q: 3 clusters Score -1055463 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1055626.500000 Penalty: 4503.908203
	Iteration 12Q: 3 clusters Score -1055626 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1055776.125000 Penalty: 4503.908203
	Iteration 13Q: 3 clusters Score -1055776 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1055903.500000 Penalty: 4503.908203
	Iteration 14Q: 3 clusters Score -1055904 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1056030.375000 Penalty: 4503.908203
	Iteration 15Q: 3 clusters Score -1056030 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1056141.125000 Penalty: 4503.908203
	Iteration 16Q: 3 clusters Score -1056141 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1056236.625000 Penalty: 4503.908203
	Iteration 17Q: 3 clusters Score -1056237 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1056313.125000 Penalty: 4503.908203
	Iteration 18Q: 3 clusters Score -1056313 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1056371.125000 Penalty: 4503.908203
	Iteration 19Q: 3 clusters Score -1056371 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1056412.000000 Penalty: 4503.908203
	Iteration 20F: 3 clusters Score -1056412 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1056442.375000 Penalty: 4503.908203
	Iteration 21Q: 3 clusters Score -1056442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1056462.875000 Penalty: 4503.908203
	Iteration 22Q: 3 clusters Score -1056463 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1056478.875000 Penalty: 4503.908203
	Iteration 23Q: 3 clusters Score -1056479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1056490.500000 Penalty: 4503.908203
	Iteration 24Q: 3 clusters Score -1056490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1056502.125000 Penalty: 4503.908203
	Iteration 25Q: 3 clusters Score -1056502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1056508.250000 Penalty: 4503.908203
	Iteration 26Q: 3 clusters Score -1056508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1056511.125000 Penalty: 4503.908203
	Iteration 27Q: 3 clusters Score -1056511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1056516.750000 Penalty: 4503.908203
	Iteration 28Q: 3 clusters Score -1056517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1056524.500000 Penalty: 4503.908203
	Iteration 29Q: 3 clusters Score -1056524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1056529.375000 Penalty: 4503.908203
	Iteration 30Q: 3 clusters Score -1056529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1056533.875000 Penalty: 4503.908203
	Iteration 31Q: 3 clusters Score -1056534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1056535.500000 Penalty: 4503.908203
	Iteration 32Q: 3 clusters Score -1056536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1056539.000000 Penalty: 4503.908203
	Iteration 33Q: 3 clusters Score -1056539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1056540.750000 Penalty: 4503.908203
	Iteration 34Q: 3 clusters Score -1056541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1056542.125000 Penalty: 4503.908203
	Iteration 35Q: 3 clusters Score -1056542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1056543.750000 Penalty: 4503.908203
	Iteration 36Q: 3 clusters Score -1056544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1056547.000000 Penalty: 4503.908203
	Iteration 37Q: 3 clusters Score -1056547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1056545.750000 Penalty: 4503.908203
	Iteration 38Q: 3 clusters Score -1056546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1056550.375000 Penalty: 4503.908203
	Iteration 39Q: 3 clusters Score -1056550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1056551.500000 Penalty: 4503.908203
	Iteration 40F: 3 clusters Score -1056552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1056554.500000 Penalty: 4503.908203
	Iteration 41Q: 3 clusters Score -1056554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1056555.000000 Penalty: 4503.908203
	Iteration 42Q: 3 clusters Score -1056555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1056556.875000 Penalty: 4503.908203
	Iteration 43Q: 3 clusters Score -1056557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1056555.500000 Penalty: 4503.908203
	Iteration 44Q: 3 clusters Score -1056556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1056561.250000 Penalty: 4503.908203
	Iteration 45Q: 3 clusters Score -1056561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1056560.375000 Penalty: 4503.908203
	Iteration 46Q: 3 clusters Score -1056560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1056560.625000 Penalty: 4503.908203
	Iteration 47Q: 3 clusters Score -1056561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1056562.125000 Penalty: 4503.908203
	Iteration 48Q: 3 clusters Score -1056562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1056564.625000 Penalty: 4503.908203
	Iteration 49Q: 3 clusters Score -1056565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1056562.375000 Penalty: 4503.908203
	Iteration 50Q: 3 clusters Score -1056562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1056562.250000 Penalty: 4503.908203
	Iteration 51Q: 3 clusters Score -1056562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1056562.125000 Penalty: 4503.908203
	Iteration 52Q: 3 clusters Score -1056562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1056562.500000 Penalty: 4503.908203
	Iteration 53Q: 3 clusters Score -1056562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1056562.500000 Penalty: 4503.908203
	Iteration 54F: 3 clusters Score -1056562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Entering Unmasked Estep 
Score: -1689352.125000 Penalty: 2356.728027
	Iteration 0F: 2 clusters Score -1689352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1679523.250000 Penalty: 4713.456055
	Iteration 0F: 3 clusters Score -1679523 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1682649.125000 Penalty: 4713.456055
	Iteration 1F: 3 clusters Score -1682649 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1683000.625000 Penalty: 4713.456055
	Iteration 2F: 3 clusters Score -1683001 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1683256.625000 Penalty: 4713.456055
	Iteration 3Q: 3 clusters Score -1683257 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1683483.500000 Penalty: 4713.456055
	Iteration 4Q: 3 clusters Score -1683484 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1683703.875000 Penalty: 4713.456055
	Iteration 5Q: 3 clusters Score -1683704 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1683867.000000 Penalty: 4713.456055
	Iteration 6Q: 3 clusters Score -1683867 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1684033.875000 Penalty: 4713.456055
	Iteration 7Q: 3 clusters Score -1684034 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1684185.875000 Penalty: 4713.456055
	Iteration 8Q: 3 clusters Score -1684186 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1684323.125000 Penalty: 4713.456055
	Iteration 9Q: 3 clusters Score -1684323 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1684441.625000 Penalty: 4713.456055
	Iteration 10Q: 3 clusters Score -1684442 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1684557.625000 Penalty: 4713.456055
	Iteration 11Q: 3 clusters Score -1684558 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1684645.625000 Penalty: 4713.456055
	Iteration 12Q: 3 clusters Score -1684646 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1684713.125000 Penalty: 4713.456055
	Iteration 13Q: 3 clusters Score -1684713 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1684766.125000 Penalty: 4713.456055
	Iteration 14Q: 3 clusters Score -1684766 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1684817.875000 Penalty: 4713.456055
	Iteration 15Q: 3 clusters Score -1684818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1684853.125000 Penalty: 4713.456055
	Iteration 16Q: 3 clusters Score -1684853 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1684884.875000 Penalty: 4713.456055
	Iteration 17Q: 3 clusters Score -1684885 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1684922.875000 Penalty: 4713.456055
	Iteration 18Q: 3 clusters Score -1684923 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1684957.000000 Penalty: 4713.456055
	Iteration 19Q: 3 clusters Score -1684957 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1684980.625000 Penalty: 4713.456055
	Iteration 20F: 3 clusters Score -1684981 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1684999.375000 Penalty: 4713.456055
	Iteration 21Q: 3 clusters Score -1684999 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1685012.875000 Penalty: 4713.456055
	Iteration 22Q: 3 clusters Score -1685013 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1685030.750000 Penalty: 4713.456055
	Iteration 23Q: 3 clusters Score -1685031 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1685044.375000 Penalty: 4713.456055
	Iteration 24Q: 3 clusters Score -1685044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1685045.000000 Penalty: 4713.456055
	Iteration 25Q: 3 clusters Score -1685045 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1685060.500000 Penalty: 4713.456055
	Iteration 26Q: 3 clusters Score -1685060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1685085.125000 Penalty: 4713.456055
	Iteration 27Q: 3 clusters Score -1685085 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1685102.500000 Penalty: 4713.456055
	Iteration 28Q: 3 clusters Score -1685102 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1685124.750000 Penalty: 4713.456055
	Iteration 29Q: 3 clusters Score -1685125 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1685145.375000 Penalty: 4713.456055
	Iteration 30Q: 3 clusters Score -1685145 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1685162.250000 Penalty: 4713.456055
	Iteration 31Q: 3 clusters Score -1685162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1685182.750000 Penalty: 4713.456055
	Iteration 32Q: 3 clusters Score -1685183 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1685200.375000 Penalty: 4713.456055
	Iteration 33Q: 3 clusters Score -1685200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1685214.500000 Penalty: 4713.456055
	Iteration 34Q: 3 clusters Score -1685214 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1685227.750000 Penalty: 4713.456055
	Iteration 35Q: 3 clusters Score -1685228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1685252.625000 Penalty: 4713.456055
	Iteration 36Q: 3 clusters Score -1685253 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1685276.750000 Penalty: 4713.456055
	Iteration 37Q: 3 clusters Score -1685277 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1685311.625000 Penalty: 4713.456055
	Iteration 38Q: 3 clusters Score -1685312 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1685344.250000 Penalty: 4713.456055
	Iteration 39Q: 3 clusters Score -1685344 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1685399.875000 Penalty: 4713.456055
	Iteration 40F: 3 clusters Score -1685400 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1685456.125000 Penalty: 4713.456055
	Iteration 41Q: 3 clusters Score -1685456 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1685518.375000 Penalty: 4713.456055
	Iteration 42Q: 3 clusters Score -1685518 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1685587.000000 Penalty: 4713.456055
	Iteration 43Q: 3 clusters Score -1685587 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1685661.625000 Penalty: 4713.456055
	Iteration 44Q: 3 clusters Score -1685662 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1685753.250000 Penalty: 4713.456055
	Iteration 45Q: 3 clusters Score -1685753 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1685857.875000 Penalty: 4713.456055
	Iteration 46Q: 3 clusters Score -1685858 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1686009.500000 Penalty: 4713.456055
	Iteration 47Q: 3 clusters Score -1686010 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1686190.875000 Penalty: 4713.456055
	Iteration 48Q: 3 clusters Score -1686191 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1686361.250000 Penalty: 4713.456055
	Iteration 49Q: 3 clusters Score -1686361 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1686540.000000 Penalty: 4713.456055
	Iteration 50Q: 3 clusters Score -1686540 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1686711.000000 Penalty: 4713.456055
	Iteration 51Q: 3 clusters Score -1686711 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1686853.125000 Penalty: 4713.456055
	Iteration 52Q: 3 clusters Score -1686853 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1686956.875000 Penalty: 4713.456055
	Iteration 53Q: 3 clusters Score -1686957 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1687038.750000 Penalty: 4713.456055
	Iteration 54Q: 3 clusters Score -1687039 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1687119.000000 Penalty: 4713.456055
	Iteration 55Q: 3 clusters Score -1687119 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1687183.750000 Penalty: 4713.456055
	Iteration 56Q: 3 clusters Score -1687184 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1687248.000000 Penalty: 4713.456055
	Iteration 57Q: 3 clusters Score -1687248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1687282.000000 Penalty: 4713.456055
	Iteration 58Q: 3 clusters Score -1687282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1687305.875000 Penalty: 4713.456055
	Iteration 59Q: 3 clusters Score -1687306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1687334.500000 Penalty: 4713.456055
	Iteration 60F: 3 clusters Score -1687334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1687353.250000 Penalty: 4713.456055
	Iteration 61Q: 3 clusters Score -1687353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1687367.625000 Penalty: 4713.456055
	Iteration 62Q: 3 clusters Score -1687368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1687383.375000 Penalty: 4713.456055
	Iteration 63Q: 3 clusters Score -1687383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1687392.000000 Penalty: 4713.456055
	Iteration 64Q: 3 clusters Score -1687392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1687402.125000 Penalty: 4713.456055
	Iteration 65Q: 3 clusters Score -1687402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1687412.375000 Penalty: 4713.456055
	Iteration 66Q: 3 clusters Score -1687412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1687426.250000 Penalty: 4713.456055
	Iteration 67Q: 3 clusters Score -1687426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1687447.375000 Penalty: 4713.456055
	Iteration 68Q: 3 clusters Score -1687447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1687459.625000 Penalty: 4713.456055
	Iteration 69Q: 3 clusters Score -1687460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1687468.875000 Penalty: 4713.456055
	Iteration 70Q: 3 clusters Score -1687469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1687472.250000 Penalty: 4713.456055
	Iteration 71Q: 3 clusters Score -1687472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1687482.000000 Penalty: 4713.456055
	Iteration 72Q: 3 clusters Score -1687482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1687490.125000 Penalty: 4713.456055
	Iteration 73Q: 3 clusters Score -1687490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1687495.500000 Penalty: 4713.456055
	Iteration 74Q: 3 clusters Score -1687496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1687503.500000 Penalty: 4713.456055
	Iteration 75Q: 3 clusters Score -1687504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1687511.500000 Penalty: 4713.456055
	Iteration 76Q: 3 clusters Score -1687512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1687515.250000 Penalty: 4713.456055
	Iteration 77Q: 3 clusters Score -1687515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1687523.625000 Penalty: 4713.456055
	Iteration 78Q: 3 clusters Score -1687524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1687528.625000 Penalty: 4713.456055
	Iteration 79Q: 3 clusters Score -1687529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1687531.625000 Penalty: 4713.456055
	Iteration 80F: 3 clusters Score -1687532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1687533.375000 Penalty: 4713.456055
	Iteration 81Q: 3 clusters Score -1687533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1687535.000000 Penalty: 4713.456055
	Iteration 82Q: 3 clusters Score -1687535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1687541.750000 Penalty: 4713.456055
	Iteration 83Q: 3 clusters Score -1687542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1687546.125000 Penalty: 4713.456055
	Iteration 84Q: 3 clusters Score -1687546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1687546.000000 Penalty: 4713.456055
	Iteration 85Q: 3 clusters Score -1687546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1687546.000000 Penalty: 4713.456055
	Iteration 86F: 3 clusters Score -1687546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (100992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100992 members 
Entering Unmasked Estep 
Score: -12732226.000000 Penalty: 2857.653564
	Iteration 0F: 2 clusters Score -1.273223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -12664832.000000 Penalty: 5715.307129
	Iteration 0F: 3 clusters Score -1.266483e+07 nChanged 47826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -12692207.000000 Penalty: 5715.307129
	Iteration 1F: 3 clusters Score -1.269221e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -12693254.000000 Penalty: 5715.307129
	Iteration 2Q: 3 clusters Score -1.269325e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -12694355.000000 Penalty: 5715.307129
	Iteration 3Q: 3 clusters Score -1.269436e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -12695543.000000 Penalty: 5715.307129
	Iteration 4Q: 3 clusters Score -1.269554e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -12696966.000000 Penalty: 5715.307129
	Iteration 5Q: 3 clusters Score -1.269697e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -12698501.000000 Penalty: 5715.307129
	Iteration 6Q: 3 clusters Score -1.26985e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -12700135.000000 Penalty: 5715.307129
	Iteration 7Q: 3 clusters Score -1.270014e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -12702022.000000 Penalty: 5715.307129
	Iteration 8Q: 3 clusters Score -1.270202e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -12703741.000000 Penalty: 5715.307129
	Iteration 9Q: 3 clusters Score -1.270374e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -12705221.000000 Penalty: 5715.307129
	Iteration 10Q: 3 clusters Score -1.270522e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -12706820.000000 Penalty: 5715.307129
	Iteration 11Q: 3 clusters Score -1.270682e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -12708457.000000 Penalty: 5715.307129
	Iteration 12Q: 3 clusters Score -1.270846e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -12710260.000000 Penalty: 5715.307129
	Iteration 13Q: 3 clusters Score -1.271026e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77722 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -12712810.000000 Penalty: 5715.307129
	Iteration 14Q: 3 clusters Score -1.271281e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -12715812.000000 Penalty: 5715.307129
	Iteration 15Q: 3 clusters Score -1.271581e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -12719217.000000 Penalty: 5715.307129
	Iteration 16Q: 3 clusters Score -1.271922e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91455 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -12722624.000000 Penalty: 5715.307129
	Iteration 17Q: 3 clusters Score -1.272262e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94832 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -12725403.000000 Penalty: 5715.307129
	Iteration 18Q: 3 clusters Score -1.27254e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -12727431.000000 Penalty: 5715.307129
	Iteration 19Q: 3 clusters Score -1.272743e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -12728461.000000 Penalty: 5715.307129
	Iteration 20F: 3 clusters Score -1.272846e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99217 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -12728970.000000 Penalty: 5715.307129
	Iteration 21Q: 3 clusters Score -1.272897e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99608 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -12729238.000000 Penalty: 5715.307129
	Iteration 22Q: 3 clusters Score -1.272924e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99834 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12729373.000000 Penalty: 5715.307129
	Iteration 23Q: 3 clusters Score -1.272937e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99970 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12729462.000000 Penalty: 5715.307129
	Iteration 24Q: 3 clusters Score -1.272946e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100067 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12729514.000000 Penalty: 5715.307129
	Iteration 25Q: 3 clusters Score -1.272951e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100136 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12729572.000000 Penalty: 5715.307129
	Iteration 26Q: 3 clusters Score -1.272957e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100183 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12729596.000000 Penalty: 5715.307129
	Iteration 27Q: 3 clusters Score -1.27296e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100211 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -12729631.000000 Penalty: 5715.307129
	Iteration 28Q: 3 clusters Score -1.272963e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100238 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12729645.000000 Penalty: 5715.307129
	Iteration 29Q: 3 clusters Score -1.272964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12729657.000000 Penalty: 5715.307129
	Iteration 30Q: 3 clusters Score -1.272966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100274 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -12729673.000000 Penalty: 5715.307129
	Iteration 31Q: 3 clusters Score -1.272967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12729679.000000 Penalty: 5715.307129
	Iteration 32Q: 3 clusters Score -1.272968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100291 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12729684.000000 Penalty: 5715.307129
	Iteration 33Q: 3 clusters Score -1.272968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100298 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12729690.000000 Penalty: 5715.307129
	Iteration 34Q: 3 clusters Score -1.272969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100301 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -12729685.000000 Penalty: 5715.307129
	Iteration 35Q: 3 clusters Score -1.272968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100309 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12729693.000000 Penalty: 5715.307129
	Iteration 36Q: 3 clusters Score -1.272969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100314 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12729698.000000 Penalty: 5715.307129
	Iteration 37Q: 3 clusters Score -1.27297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100317 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12729700.000000 Penalty: 5715.307129
	Iteration 38Q: 3 clusters Score -1.27297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100324 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12729713.000000 Penalty: 5715.307129
	Iteration 39Q: 3 clusters Score -1.272971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100329 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12729715.000000 Penalty: 5715.307129
	Iteration 40F: 3 clusters Score -1.272972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100334 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12729709.000000 Penalty: 5715.307129
	Iteration 41Q: 3 clusters Score -1.272971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12729727.000000 Penalty: 5715.307129
	Iteration 42Q: 3 clusters Score -1.272973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100341 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12729714.000000 Penalty: 5715.307129
	Iteration 43Q: 3 clusters Score -1.272971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100345 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12729721.000000 Penalty: 5715.307129
	Iteration 44Q: 3 clusters Score -1.272972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -12729717.000000 Penalty: 5715.307129
	Iteration 45Q: 3 clusters Score -1.272972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100353 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -12729719.000000 Penalty: 5715.307129
	Iteration 46Q: 3 clusters Score -1.272972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100355 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -12729730.000000 Penalty: 5715.307129
	Iteration 47Q: 3 clusters Score -1.272973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100359 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12729726.000000 Penalty: 5715.307129
	Iteration 48Q: 3 clusters Score -1.272973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100360 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12729712.000000 Penalty: 5715.307129
	Iteration 49Q: 3 clusters Score -1.272971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100363 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -12729733.000000 Penalty: 5715.307129
	Iteration 50Q: 3 clusters Score -1.272973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100366 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -12729746.000000 Penalty: 5715.307129
	Iteration 51Q: 3 clusters Score -1.272975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100372 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12729755.000000 Penalty: 5715.307129
	Iteration 52Q: 3 clusters Score -1.272976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12729753.000000 Penalty: 5715.307129
	Iteration 53Q: 3 clusters Score -1.272975e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100394 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12729771.000000 Penalty: 5715.307129
	Iteration 54Q: 3 clusters Score -1.272977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -12729781.000000 Penalty: 5715.307129
	Iteration 55Q: 3 clusters Score -1.272978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100403 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12729778.000000 Penalty: 5715.307129
	Iteration 56Q: 3 clusters Score -1.272978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100405 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12729776.000000 Penalty: 5715.307129
	Iteration 57Q: 3 clusters Score -1.272978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100407 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12729769.000000 Penalty: 5715.307129
	Iteration 58Q: 3 clusters Score -1.272977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -12729765.000000 Penalty: 5715.307129
	Iteration 59Q: 3 clusters Score -1.272976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100410 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12729770.000000 Penalty: 5715.307129
	Iteration 60F: 3 clusters Score -1.272977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12729765.000000 Penalty: 5715.307129
	Iteration 61Q: 3 clusters Score -1.272976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100413 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12729773.000000 Penalty: 5715.307129
	Iteration 62Q: 3 clusters Score -1.272977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100414 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -12729765.000000 Penalty: 5715.307129
	Iteration 63Q: 3 clusters Score -1.272976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100420 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -12729773.000000 Penalty: 5715.307129
	Iteration 64Q: 3 clusters Score -1.272977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100426 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -12729768.000000 Penalty: 5715.307129
	Iteration 65Q: 3 clusters Score -1.272977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -12729772.000000 Penalty: 5715.307129
	Iteration 66Q: 3 clusters Score -1.272977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12729778.000000 Penalty: 5715.307129
	Iteration 67Q: 3 clusters Score -1.272978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100435 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12729786.000000 Penalty: 5715.307129
	Iteration 68Q: 3 clusters Score -1.272979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100437 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -12729791.000000 Penalty: 5715.307129
	Iteration 69Q: 3 clusters Score -1.272979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12729780.000000 Penalty: 5715.307129
	Iteration 70Q: 3 clusters Score -1.272978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100442 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -12729784.000000 Penalty: 5715.307129
	Iteration 71Q: 3 clusters Score -1.272978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100446 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12729789.000000 Penalty: 5715.307129
	Iteration 72Q: 3 clusters Score -1.272979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -12729794.000000 Penalty: 5715.307129
	Iteration 73Q: 3 clusters Score -1.272979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100451 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12729798.000000 Penalty: 5715.307129
	Iteration 74Q: 3 clusters Score -1.27298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100452 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -12729786.000000 Penalty: 5715.307129
	Iteration 75Q: 3 clusters Score -1.272979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100451 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12729790.000000 Penalty: 5715.307129
	Iteration 76Q: 3 clusters Score -1.272979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100452 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -12729799.000000 Penalty: 5715.307129
	Iteration 77Q: 3 clusters Score -1.27298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100453 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -12729805.000000 Penalty: 5715.307129
	Iteration 78Q: 3 clusters Score -1.27298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12729800.000000 Penalty: 5715.307129
	Iteration 79Q: 3 clusters Score -1.27298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12729800.000000 Penalty: 5715.307129
	Iteration 80F: 3 clusters Score -1.27298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (281409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281409 members 
Entering Unmasked Estep 
Score: -36308976.000000 Penalty: 3111.795898
	Iteration 0F: 2 clusters Score -3.630898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140766 members 
Mstep: Class 2 contains 140643 members 
Entering Unmasked Estep 
Score: -36136988.000000 Penalty: 6223.591797
	Iteration 0F: 3 clusters Score -3.613699e+07 nChanged 136322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145194 members 
Mstep: Class 2 contains 136215 members 
Entering Unmasked Estep 
Score: -36218372.000000 Penalty: 6223.591797
	Iteration 1F: 3 clusters Score -3.621837e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148009 members 
Mstep: Class 2 contains 133400 members 
Entering Unmasked Estep 
Score: -36219752.000000 Penalty: 6223.591797
	Iteration 2Q: 3 clusters Score -3.621975e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152365 members 
Mstep: Class 2 contains 129044 members 
Entering Unmasked Estep 
Score: -36221412.000000 Penalty: 6223.591797
	Iteration 3Q: 3 clusters Score -3.622141e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158854 members 
Mstep: Class 2 contains 122555 members 
Entering Unmasked Estep 
Score: -36223968.000000 Penalty: 6223.591797
	Iteration 4Q: 3 clusters Score -3.622397e+07 nChanged 12618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168292 members 
Mstep: Class 2 contains 113117 members 
Entering Unmasked Estep 
Score: -36227812.000000 Penalty: 6223.591797
	Iteration 5Q: 3 clusters Score -3.622781e+07 nChanged 15265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180833 members 
Mstep: Class 2 contains 100576 members 
Entering Unmasked Estep 
Score: -36233616.000000 Penalty: 6223.591797
	Iteration 6F: 3 clusters Score -3.623362e+07 nChanged 17487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196098 members 
Mstep: Class 2 contains 85311 members 
Entering Unmasked Estep 
Score: -36241132.000000 Penalty: 6223.591797
	Iteration 7F: 3 clusters Score -3.624113e+07 nChanged 18124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212626 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -36251456.000000 Penalty: 6223.591797
	Iteration 8F: 3 clusters Score -3.625146e+07 nChanged 17643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229383 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -36265060.000000 Penalty: 6223.591797
	Iteration 9F: 3 clusters Score -3.626506e+07 nChanged 16888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246007 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -36278424.000000 Penalty: 6223.591797
	Iteration 10F: 3 clusters Score -3.627842e+07 nChanged 14431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260392 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -36290044.000000 Penalty: 6223.591797
	Iteration 11F: 3 clusters Score -3.629004e+07 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270646 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -36298440.000000 Penalty: 6223.591797
	Iteration 12Q: 3 clusters Score -3.629844e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276599 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -36302740.000000 Penalty: 6223.591797
	Iteration 13Q: 3 clusters Score -3.630274e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279365 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -36304784.000000 Penalty: 6223.591797
	Iteration 14Q: 3 clusters Score -3.630478e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280468 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -36305572.000000 Penalty: 6223.591797
	Iteration 15Q: 3 clusters Score -3.630557e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280869 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -36305940.000000 Penalty: 6223.591797
	Iteration 16Q: 3 clusters Score -3.630594e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281038 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36306056.000000 Penalty: 6223.591797
	Iteration 17Q: 3 clusters Score -3.630606e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281099 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36306168.000000 Penalty: 6223.591797
	Iteration 18Q: 3 clusters Score -3.630617e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281121 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36306196.000000 Penalty: 6223.591797
	Iteration 19Q: 3 clusters Score -3.63062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281135 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36306228.000000 Penalty: 6223.591797
	Iteration 20F: 3 clusters Score -3.630623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281146 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36306268.000000 Penalty: 6223.591797
	Iteration 21Q: 3 clusters Score -3.630627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281157 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36306304.000000 Penalty: 6223.591797
	Iteration 22Q: 3 clusters Score -3.63063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281167 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36306320.000000 Penalty: 6223.591797
	Iteration 23Q: 3 clusters Score -3.630632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281169 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36306312.000000 Penalty: 6223.591797
	Iteration 24Q: 3 clusters Score -3.630631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281169 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36306312.000000 Penalty: 6223.591797
	Iteration 25F: 3 clusters Score -3.630631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Entering Unmasked Estep 
Score: -4544471.500000 Penalty: 2593.563721
	Iteration 0F: 2 clusters Score -4544472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -4520642.000000 Penalty: 5187.127441
	Iteration 0F: 3 clusters Score -4520642 nChanged 15813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4529492.500000 Penalty: 5187.127441
	Iteration 1F: 3 clusters Score -4529492 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4530132.000000 Penalty: 5187.127441
	Iteration 2Q: 3 clusters Score -4530132 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4530797.000000 Penalty: 5187.127441
	Iteration 3Q: 3 clusters Score -4530797 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -4531586.000000 Penalty: 5187.127441
	Iteration 4Q: 3 clusters Score -4531586 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -4532646.500000 Penalty: 5187.127441
	Iteration 5F: 3 clusters Score -4532646 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -4534102.500000 Penalty: 5187.127441
	Iteration 6F: 3 clusters Score -4534102 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -4535844.000000 Penalty: 5187.127441
	Iteration 7F: 3 clusters Score -4535844 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4537763.000000 Penalty: 5187.127441
	Iteration 8F: 3 clusters Score -4537763 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -4539427.500000 Penalty: 5187.127441
	Iteration 9Q: 3 clusters Score -4539428 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -4540462.000000 Penalty: 5187.127441
	Iteration 10Q: 3 clusters Score -4540462 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -4541037.500000 Penalty: 5187.127441
	Iteration 11Q: 3 clusters Score -4541038 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4541346.000000 Penalty: 5187.127441
	Iteration 12Q: 3 clusters Score -4541346 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4541534.500000 Penalty: 5187.127441
	Iteration 13Q: 3 clusters Score -4541534 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4541664.000000 Penalty: 5187.127441
	Iteration 14Q: 3 clusters Score -4541664 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4541738.500000 Penalty: 5187.127441
	Iteration 15Q: 3 clusters Score -4541738 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4541816.000000 Penalty: 5187.127441
	Iteration 16Q: 3 clusters Score -4541816 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4541888.000000 Penalty: 5187.127441
	Iteration 17Q: 3 clusters Score -4541888 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4541912.500000 Penalty: 5187.127441
	Iteration 18Q: 3 clusters Score -4541912 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4541950.000000 Penalty: 5187.127441
	Iteration 19Q: 3 clusters Score -4541950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4541977.500000 Penalty: 5187.127441
	Iteration 20F: 3 clusters Score -4541978 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4542018.500000 Penalty: 5187.127441
	Iteration 21Q: 3 clusters Score -4542018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4542043.500000 Penalty: 5187.127441
	Iteration 22Q: 3 clusters Score -4542044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4542069.000000 Penalty: 5187.127441
	Iteration 23Q: 3 clusters Score -4542069 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4542072.500000 Penalty: 5187.127441
	Iteration 24Q: 3 clusters Score -4542072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4542099.500000 Penalty: 5187.127441
	Iteration 25Q: 3 clusters Score -4542100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4542135.500000 Penalty: 5187.127441
	Iteration 26Q: 3 clusters Score -4542136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4542170.500000 Penalty: 5187.127441
	Iteration 27Q: 3 clusters Score -4542170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4542187.500000 Penalty: 5187.127441
	Iteration 28Q: 3 clusters Score -4542188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4542216.000000 Penalty: 5187.127441
	Iteration 29Q: 3 clusters Score -4542216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4542217.500000 Penalty: 5187.127441
	Iteration 30Q: 3 clusters Score -4542218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4542240.500000 Penalty: 5187.127441
	Iteration 31Q: 3 clusters Score -4542240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4542257.500000 Penalty: 5187.127441
	Iteration 32Q: 3 clusters Score -4542258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4542270.500000 Penalty: 5187.127441
	Iteration 33Q: 3 clusters Score -4542270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4542272.000000 Penalty: 5187.127441
	Iteration 34Q: 3 clusters Score -4542272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4542283.500000 Penalty: 5187.127441
	Iteration 35Q: 3 clusters Score -4542284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4542279.000000 Penalty: 5187.127441
	Iteration 36Q: 3 clusters Score -4542279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4542292.000000 Penalty: 5187.127441
	Iteration 37Q: 3 clusters Score -4542292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4542290.500000 Penalty: 5187.127441
	Iteration 38Q: 3 clusters Score -4542290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4542292.000000 Penalty: 5187.127441
	Iteration 39Q: 3 clusters Score -4542292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4542302.500000 Penalty: 5187.127441
	Iteration 40F: 3 clusters Score -4542302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4542297.000000 Penalty: 5187.127441
	Iteration 41Q: 3 clusters Score -4542297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4542306.000000 Penalty: 5187.127441
	Iteration 42Q: 3 clusters Score -4542306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4542306.500000 Penalty: 5187.127441
	Iteration 43Q: 3 clusters Score -4542306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4542309.500000 Penalty: 5187.127441
	Iteration 44Q: 3 clusters Score -4542310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4542312.500000 Penalty: 5187.127441
	Iteration 45Q: 3 clusters Score -4542312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4542308.500000 Penalty: 5187.127441
	Iteration 46Q: 3 clusters Score -4542308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4542313.500000 Penalty: 5187.127441
	Iteration 47Q: 3 clusters Score -4542314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4542312.000000 Penalty: 5187.127441
	Iteration 48Q: 3 clusters Score -4542312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4542318.000000 Penalty: 5187.127441
	Iteration 49Q: 3 clusters Score -4542318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4542317.500000 Penalty: 5187.127441
	Iteration 50Q: 3 clusters Score -4542318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4542316.000000 Penalty: 5187.127441
	Iteration 51Q: 3 clusters Score -4542316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4542319.000000 Penalty: 5187.127441
	Iteration 52Q: 3 clusters Score -4542319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4542319.000000 Penalty: 5187.127441
	Iteration 53Q: 3 clusters Score -4542319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4542315.500000 Penalty: 5187.127441
	Iteration 54Q: 3 clusters Score -4542316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4542321.000000 Penalty: 5187.127441
	Iteration 55Q: 3 clusters Score -4542321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4542321.000000 Penalty: 5187.127441
	Iteration 56F: 3 clusters Score -4542321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Entering Unmasked Estep 
Score: -831204.625000 Penalty: 2212.521484
	Iteration 0F: 2 clusters Score -831204.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -825090.687500 Penalty: 4425.042969
	Iteration 0F: 3 clusters Score -825090.7 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -826919.312500 Penalty: 4425.042969
	Iteration 1F: 3 clusters Score -826919.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -827569.187500 Penalty: 4425.042969
	Iteration 2F: 3 clusters Score -827569.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -828274.625000 Penalty: 4425.042969
	Iteration 3F: 3 clusters Score -828274.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -828845.437500 Penalty: 4425.042969
	Iteration 4F: 3 clusters Score -828845.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -829236.312500 Penalty: 4425.042969
	Iteration 5F: 3 clusters Score -829236.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -829460.437500 Penalty: 4425.042969
	Iteration 6Q: 3 clusters Score -829460.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -829585.937500 Penalty: 4425.042969
	Iteration 7Q: 3 clusters Score -829585.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -829669.875000 Penalty: 4425.042969
	Iteration 8Q: 3 clusters Score -829669.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -829731.437500 Penalty: 4425.042969
	Iteration 9Q: 3 clusters Score -829731.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -829773.875000 Penalty: 4425.042969
	Iteration 10Q: 3 clusters Score -829773.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -829798.187500 Penalty: 4425.042969
	Iteration 11Q: 3 clusters Score -829798.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -829813.000000 Penalty: 4425.042969
	Iteration 12Q: 3 clusters Score -829813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -829825.937500 Penalty: 4425.042969
	Iteration 13Q: 3 clusters Score -829825.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -829834.437500 Penalty: 4425.042969
	Iteration 14Q: 3 clusters Score -829834.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -829840.312500 Penalty: 4425.042969
	Iteration 15Q: 3 clusters Score -829840.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -829843.625000 Penalty: 4425.042969
	Iteration 16Q: 3 clusters Score -829843.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -829849.187500 Penalty: 4425.042969
	Iteration 17Q: 3 clusters Score -829849.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -829848.500000 Penalty: 4425.042969
	Iteration 18Q: 3 clusters Score -829848.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -829855.312500 Penalty: 4425.042969
	Iteration 19Q: 3 clusters Score -829855.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -829859.437500 Penalty: 4425.042969
	Iteration 20F: 3 clusters Score -829859.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -829861.125000 Penalty: 4425.042969
	Iteration 21Q: 3 clusters Score -829861.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -829861.250000 Penalty: 4425.042969
	Iteration 22Q: 3 clusters Score -829861.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -829861.125000 Penalty: 4425.042969
	Iteration 23Q: 3 clusters Score -829861.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -829864.312500 Penalty: 4425.042969
	Iteration 24Q: 3 clusters Score -829864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -829866.250000 Penalty: 4425.042969
	Iteration 25Q: 3 clusters Score -829866.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -829869.687500 Penalty: 4425.042969
	Iteration 26Q: 3 clusters Score -829869.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -829870.875000 Penalty: 4425.042969
	Iteration 27Q: 3 clusters Score -829870.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -829872.000000 Penalty: 4425.042969
	Iteration 28Q: 3 clusters Score -829872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -829873.625000 Penalty: 4425.042969
	Iteration 29Q: 3 clusters Score -829873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -829875.875000 Penalty: 4425.042969
	Iteration 30Q: 3 clusters Score -829875.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -829876.250000 Penalty: 4425.042969
	Iteration 31Q: 3 clusters Score -829876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -829876.000000 Penalty: 4425.042969
	Iteration 32Q: 3 clusters Score -829876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -829878.312500 Penalty: 4425.042969
	Iteration 33Q: 3 clusters Score -829878.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -829881.500000 Penalty: 4425.042969
	Iteration 34Q: 3 clusters Score -829881.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -829887.625000 Penalty: 4425.042969
	Iteration 35Q: 3 clusters Score -829887.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -829895.937500 Penalty: 4425.042969
	Iteration 36Q: 3 clusters Score -829895.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -829924.000000 Penalty: 4425.042969
	Iteration 37Q: 3 clusters Score -829924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -830005.250000 Penalty: 4425.042969
	Iteration 38Q: 3 clusters Score -830005.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -830102.187500 Penalty: 4425.042969
	Iteration 39Q: 3 clusters Score -830102.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -830139.187500 Penalty: 4425.042969
	Iteration 40F: 3 clusters Score -830139.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -830163.000000 Penalty: 4425.042969
	Iteration 41Q: 3 clusters Score -830163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -830176.875000 Penalty: 4425.042969
	Iteration 42Q: 3 clusters Score -830176.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -830181.750000 Penalty: 4425.042969
	Iteration 43Q: 3 clusters Score -830181.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -830184.875000 Penalty: 4425.042969
	Iteration 44Q: 3 clusters Score -830184.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -830184.937500 Penalty: 4425.042969
	Iteration 45Q: 3 clusters Score -830184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -830184.000000 Penalty: 4425.042969
	Iteration 46Q: 3 clusters Score -830184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -830188.625000 Penalty: 4425.042969
	Iteration 47Q: 3 clusters Score -830188.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -830191.000000 Penalty: 4425.042969
	Iteration 48Q: 3 clusters Score -830191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -830191.875000 Penalty: 4425.042969
	Iteration 49Q: 3 clusters Score -830191.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -830195.312500 Penalty: 4425.042969
	Iteration 50Q: 3 clusters Score -830195.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -830197.812500 Penalty: 4425.042969
	Iteration 51Q: 3 clusters Score -830197.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -830203.750000 Penalty: 4425.042969
	Iteration 52Q: 3 clusters Score -830203.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -830208.375000 Penalty: 4425.042969
	Iteration 53Q: 3 clusters Score -830208.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -830212.750000 Penalty: 4425.042969
	Iteration 54Q: 3 clusters Score -830212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -830213.562500 Penalty: 4425.042969
	Iteration 55Q: 3 clusters Score -830213.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -830215.125000 Penalty: 4425.042969
	Iteration 56Q: 3 clusters Score -830215.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -830217.875000 Penalty: 4425.042969
	Iteration 57Q: 3 clusters Score -830217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -830219.875000 Penalty: 4425.042969
	Iteration 58Q: 3 clusters Score -830219.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -830219.750000 Penalty: 4425.042969
	Iteration 59Q: 3 clusters Score -830219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -830219.125000 Penalty: 4425.042969
	Iteration 60F: 3 clusters Score -830219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -830219.687500 Penalty: 4425.042969
	Iteration 61Q: 3 clusters Score -830219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -830220.812500 Penalty: 4425.042969
	Iteration 62Q: 3 clusters Score -830220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -830221.750000 Penalty: 4425.042969
	Iteration 63Q: 3 clusters Score -830221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -830221.750000 Penalty: 4425.042969
	Iteration 64Q: 3 clusters Score -830221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -830223.500000 Penalty: 4425.042969
	Iteration 65Q: 3 clusters Score -830223.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -830223.375000 Penalty: 4425.042969
	Iteration 66Q: 3 clusters Score -830223.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -830227.062500 Penalty: 4425.042969
	Iteration 67Q: 3 clusters Score -830227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -830226.750000 Penalty: 4425.042969
	Iteration 68Q: 3 clusters Score -830226.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -830237.562500 Penalty: 4425.042969
	Iteration 69Q: 3 clusters Score -830237.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -830247.250000 Penalty: 4425.042969
	Iteration 70Q: 3 clusters Score -830247.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -830251.562500 Penalty: 4425.042969
	Iteration 71Q: 3 clusters Score -830251.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -830258.562500 Penalty: 4425.042969
	Iteration 72Q: 3 clusters Score -830258.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -830269.000000 Penalty: 4425.042969
	Iteration 73Q: 3 clusters Score -830269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -830282.750000 Penalty: 4425.042969
	Iteration 74Q: 3 clusters Score -830282.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -830295.875000 Penalty: 4425.042969
	Iteration 75Q: 3 clusters Score -830295.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -830316.250000 Penalty: 4425.042969
	Iteration 76Q: 3 clusters Score -830316.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -830336.125000 Penalty: 4425.042969
	Iteration 77Q: 3 clusters Score -830336.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -830352.187500 Penalty: 4425.042969
	Iteration 78Q: 3 clusters Score -830352.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -830366.125000 Penalty: 4425.042969
	Iteration 79Q: 3 clusters Score -830366.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -830376.250000 Penalty: 4425.042969
	Iteration 80F: 3 clusters Score -830376.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -830388.625000 Penalty: 4425.042969
	Iteration 81Q: 3 clusters Score -830388.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -830403.875000 Penalty: 4425.042969
	Iteration 82Q: 3 clusters Score -830403.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -830421.687500 Penalty: 4425.042969
	Iteration 83Q: 3 clusters Score -830421.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -830436.500000 Penalty: 4425.042969
	Iteration 84Q: 3 clusters Score -830436.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -830450.312500 Penalty: 4425.042969
	Iteration 85Q: 3 clusters Score -830450.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -830471.875000 Penalty: 4425.042969
	Iteration 86Q: 3 clusters Score -830471.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -830490.750000 Penalty: 4425.042969
	Iteration 87Q: 3 clusters Score -830490.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -830519.937500 Penalty: 4425.042969
	Iteration 88Q: 3 clusters Score -830519.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -830546.062500 Penalty: 4425.042969
	Iteration 89Q: 3 clusters Score -830546.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -830573.750000 Penalty: 4425.042969
	Iteration 90Q: 3 clusters Score -830573.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -830596.937500 Penalty: 4425.042969
	Iteration 91Q: 3 clusters Score -830596.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -830637.250000 Penalty: 4425.042969
	Iteration 92Q: 3 clusters Score -830637.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -830662.000000 Penalty: 4425.042969
	Iteration 93Q: 3 clusters Score -830662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -830676.250000 Penalty: 4425.042969
	Iteration 94Q: 3 clusters Score -830676.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -830695.875000 Penalty: 4425.042969
	Iteration 95Q: 3 clusters Score -830695.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -830713.687500 Penalty: 4425.042969
	Iteration 96Q: 3 clusters Score -830713.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -830731.000000 Penalty: 4425.042969
	Iteration 97Q: 3 clusters Score -830731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -830744.562500 Penalty: 4425.042969
	Iteration 98Q: 3 clusters Score -830744.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -830757.500000 Penalty: 4425.042969
	Iteration 99Q: 3 clusters Score -830757.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -830768.000000 Penalty: 4425.042969
	Iteration 100F: 3 clusters Score -830768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -830772.750000 Penalty: 4425.042969
	Iteration 101Q: 3 clusters Score -830772.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -830780.375000 Penalty: 4425.042969
	Iteration 102Q: 3 clusters Score -830780.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -830783.187500 Penalty: 4425.042969
	Iteration 103Q: 3 clusters Score -830783.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -830785.187500 Penalty: 4425.042969
	Iteration 104Q: 3 clusters Score -830785.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -830787.875000 Penalty: 4425.042969
	Iteration 105Q: 3 clusters Score -830787.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -830789.250000 Penalty: 4425.042969
	Iteration 106Q: 3 clusters Score -830789.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -830792.625000 Penalty: 4425.042969
	Iteration 107Q: 3 clusters Score -830792.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -830796.500000 Penalty: 4425.042969
	Iteration 108Q: 3 clusters Score -830796.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -830796.500000 Penalty: 4425.042969
	Iteration 109Q: 3 clusters Score -830796.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -830800.250000 Penalty: 4425.042969
	Iteration 110Q: 3 clusters Score -830800.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -830805.250000 Penalty: 4425.042969
	Iteration 111Q: 3 clusters Score -830805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -830805.625000 Penalty: 4425.042969
	Iteration 112Q: 3 clusters Score -830805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -830807.437500 Penalty: 4425.042969
	Iteration 113Q: 3 clusters Score -830807.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -830810.312500 Penalty: 4425.042969
	Iteration 114Q: 3 clusters Score -830810.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -830813.625000 Penalty: 4425.042969
	Iteration 115Q: 3 clusters Score -830813.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -830818.000000 Penalty: 4425.042969
	Iteration 116Q: 3 clusters Score -830818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -830824.625000 Penalty: 4425.042969
	Iteration 117Q: 3 clusters Score -830824.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -830830.250000 Penalty: 4425.042969
	Iteration 118Q: 3 clusters Score -830830.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -830840.500000 Penalty: 4425.042969
	Iteration 119Q: 3 clusters Score -830840.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -830843.187500 Penalty: 4425.042969
	Iteration 120F: 3 clusters Score -830843.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -830850.000000 Penalty: 4425.042969
	Iteration 121Q: 3 clusters Score -830850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -830853.750000 Penalty: 4425.042969
	Iteration 122Q: 3 clusters Score -830853.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -830854.562500 Penalty: 4425.042969
	Iteration 123Q: 3 clusters Score -830854.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -830857.625000 Penalty: 4425.042969
	Iteration 124Q: 3 clusters Score -830857.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -830861.687500 Penalty: 4425.042969
	Iteration 125Q: 3 clusters Score -830861.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -830863.250000 Penalty: 4425.042969
	Iteration 126Q: 3 clusters Score -830863.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -830865.000000 Penalty: 4425.042969
	Iteration 127Q: 3 clusters Score -830865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -830868.687500 Penalty: 4425.042969
	Iteration 128Q: 3 clusters Score -830868.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -830868.875000 Penalty: 4425.042969
	Iteration 129Q: 3 clusters Score -830868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -830870.937500 Penalty: 4425.042969
	Iteration 130Q: 3 clusters Score -830870.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -830872.062500 Penalty: 4425.042969
	Iteration 131Q: 3 clusters Score -830872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -830874.500000 Penalty: 4425.042969
	Iteration 132Q: 3 clusters Score -830874.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -830873.437500 Penalty: 4425.042969
	Iteration 133Q: 3 clusters Score -830873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -830876.000000 Penalty: 4425.042969
	Iteration 134Q: 3 clusters Score -830876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -830876.750000 Penalty: 4425.042969
	Iteration 135Q: 3 clusters Score -830876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -830877.562500 Penalty: 4425.042969
	Iteration 136Q: 3 clusters Score -830877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -830878.250000 Penalty: 4425.042969
	Iteration 137Q: 3 clusters Score -830878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -830878.250000 Penalty: 4425.042969
	Iteration 138F: 3 clusters Score -830878.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151288 members 
Entering Unmasked Estep 
Score: -19251128.000000 Penalty: 2957.881348
	Iteration 0F: 2 clusters Score -1.925113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 75591 members 
Entering Unmasked Estep 
Score: -19152790.000000 Penalty: 5915.762695
	Iteration 0F: 3 clusters Score -1.915279e+07 nChanged 72379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -19194956.000000 Penalty: 5915.762695
	Iteration 1F: 3 clusters Score -1.919496e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -19196134.000000 Penalty: 5915.762695
	Iteration 2Q: 3 clusters Score -1.919613e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -19197576.000000 Penalty: 5915.762695
	Iteration 3Q: 3 clusters Score -1.919758e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75223 members 
Mstep: Class 2 contains 76065 members 
Entering Unmasked Estep 
Score: -19199434.000000 Penalty: 5915.762695
	Iteration 4Q: 3 clusters Score -1.919943e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74671 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -19202396.000000 Penalty: 5915.762695
	Iteration 5Q: 3 clusters Score -1.92024e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -19206426.000000 Penalty: 5915.762695
	Iteration 6F: 3 clusters Score -1.920643e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -19211186.000000 Penalty: 5915.762695
	Iteration 7F: 3 clusters Score -1.921119e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -19216298.000000 Penalty: 5915.762695
	Iteration 8F: 3 clusters Score -1.92163e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72649 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -19220734.000000 Penalty: 5915.762695
	Iteration 9F: 3 clusters Score -1.922073e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 78148 members 
Entering Unmasked Estep 
Score: -19224040.000000 Penalty: 5915.762695
	Iteration 10Q: 3 clusters Score -1.922404e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -19226440.000000 Penalty: 5915.762695
	Iteration 11Q: 3 clusters Score -1.922644e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -19228444.000000 Penalty: 5915.762695
	Iteration 12Q: 3 clusters Score -1.922844e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -19230430.000000 Penalty: 5915.762695
	Iteration 13Q: 3 clusters Score -1.923043e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 73415 members 
Entering Unmasked Estep 
Score: -19232110.000000 Penalty: 5915.762695
	Iteration 14Q: 3 clusters Score -1.923211e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 72354 members 
Entering Unmasked Estep 
Score: -19233280.000000 Penalty: 5915.762695
	Iteration 15Q: 3 clusters Score -1.923328e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -19234114.000000 Penalty: 5915.762695
	Iteration 16Q: 3 clusters Score -1.923411e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
Score: -19234694.000000 Penalty: 5915.762695
	Iteration 17Q: 3 clusters Score -1.923469e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Mstep: Class 2 contains 69676 members 
Entering Unmasked Estep 
Score: -19235154.000000 Penalty: 5915.762695
	Iteration 18Q: 3 clusters Score -1.923515e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82490 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -19235808.000000 Penalty: 5915.762695
	Iteration 19Q: 3 clusters Score -1.923581e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83357 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -19236414.000000 Penalty: 5915.762695
	Iteration 20F: 3 clusters Score -1.923641e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1.92372e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1.923797e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86305 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -19238936.000000 Penalty: 5915.762695
	Iteration 23Q: 3 clusters Score -1.923894e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 63960 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1.923999e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1.924104e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1.924185e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -19242794.000000 Penalty: 5915.762695
	Iteration 27Q: 3 clusters Score -1.924279e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90858 members 
Mstep: Class 2 contains 60430 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1.924365e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1.924446e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92400 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1.924508e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93102 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1.924557e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93759 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1.924609e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94355 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -19246468.000000 Penalty: 5915.762695
	Iteration 33Q: 3 clusters Score -1.924647e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94934 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1.924663e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -19246812.000000 Penalty: 5915.762695
	Iteration 35Q: 3 clusters Score -1.924681e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95938 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1.924696e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96382 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1.924708e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -19247156.000000 Penalty: 5915.762695
	Iteration 38Q: 3 clusters Score -1.924716e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97171 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -19247204.000000 Penalty: 5915.762695
	Iteration 39Q: 3 clusters Score -1.92472e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97527 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1.924738e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -19247494.000000 Penalty: 5915.762695
	Iteration 41Q: 3 clusters Score -1.924749e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1.924752e+07 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -19247504.000000 Penalty: 5915.762695
	Iteration 43Q: 3 clusters Score -1.92475e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98963 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1.924751e+07 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1.924756e+07 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99486 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -19247530.000000 Penalty: 5915.762695
	Iteration 46Q: 3 clusters Score -1.924753e+07 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99689 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.924756e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99871 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.924758e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100054 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.924761e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100230 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -19247636.000000 Penalty: 5915.762695
	Iteration 50Q: 3 clusters Score -1.924764e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100372 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.924763e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1.924764e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100606 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.924764e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1.924765e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100774 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -19247668.000000 Penalty: 5915.762695
	Iteration 55Q: 3 clusters Score -1.924767e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100846 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.924765e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.924767e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100982 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -19247640.000000 Penalty: 5915.762695
	Iteration 58Q: 3 clusters Score -1.924764e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -19247638.000000 Penalty: 5915.762695
	Iteration 59Q: 3 clusters Score -1.924764e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -19247646.000000 Penalty: 5915.762695
	Iteration 60F: 3 clusters Score -1.924765e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101162 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -19247642.000000 Penalty: 5915.762695
	Iteration 61Q: 3 clusters Score -1.924764e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101217 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.924765e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -19247660.000000 Penalty: 5915.762695
	Iteration 63Q: 3 clusters Score -1.924766e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101351 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -19247656.000000 Penalty: 5915.762695
	Iteration 64Q: 3 clusters Score -1.924766e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101410 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -19247634.000000 Penalty: 5915.762695
	Iteration 65Q: 3 clusters Score -1.924763e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.924764e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101503 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.924765e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101527 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -19247680.000000 Penalty: 5915.762695
	Iteration 68Q: 3 clusters Score -1.924768e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101565 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -19247674.000000 Penalty: 5915.762695
	Iteration 69Q: 3 clusters Score -1.924767e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101621 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -19247686.000000 Penalty: 5915.762695
	Iteration 70Q: 3 clusters Score -1.924769e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101670 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -19247690.000000 Penalty: 5915.762695
	Iteration 71Q: 3 clusters Score -1.924769e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101721 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -19247692.000000 Penalty: 5915.762695
	Iteration 72Q: 3 clusters Score -1.924769e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101769 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.924769e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101813 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -19247706.000000 Penalty: 5915.762695
	Iteration 74Q: 3 clusters Score -1.924771e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101849 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.924769e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101878 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.92477e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101914 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -19247696.000000 Penalty: 5915.762695
	Iteration 77Q: 3 clusters Score -1.92477e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.924768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101953 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -19247694.000000 Penalty: 5915.762695
	Iteration 79Q: 3 clusters Score -1.924769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101967 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.924769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.924769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101993 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.924769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101999 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.92477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102006 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.924769e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.92477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.92477e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -19247710.000000 Penalty: 5915.762695
	Iteration 87Q: 3 clusters Score -1.924771e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102071 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.924771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102097 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.92477e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -19247708.000000 Penalty: 5915.762695
	Iteration 90Q: 3 clusters Score -1.924771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.924769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102165 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.924769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102190 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -19247692.000000 Penalty: 5915.762695
	Iteration 93Q: 3 clusters Score -1.924769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102215 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.92477e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -19247714.000000 Penalty: 5915.762695
	Iteration 95Q: 3 clusters Score -1.924771e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.92477e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102297 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -19247682.000000 Penalty: 5915.762695
	Iteration 97Q: 3 clusters Score -1.924768e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -19247700.000000 Penalty: 5915.762695
	Iteration 98Q: 3 clusters Score -1.92477e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102340 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -19247706.000000 Penalty: 5915.762695
	Iteration 99Q: 3 clusters Score -1.924771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102360 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -19247688.000000 Penalty: 5915.762695
	Iteration 100F: 3 clusters Score -1.924769e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102384 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -19247692.000000 Penalty: 5915.762695
	Iteration 101Q: 3 clusters Score -1.924769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -19247686.000000 Penalty: 5915.762695
	Iteration 102Q: 3 clusters Score -1.924769e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102418 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -19247704.000000 Penalty: 5915.762695
	Iteration 103Q: 3 clusters Score -1.92477e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102430 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -19247690.000000 Penalty: 5915.762695
	Iteration 104Q: 3 clusters Score -1.924769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102440 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -19247686.000000 Penalty: 5915.762695
	Iteration 105Q: 3 clusters Score -1.924769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102452 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -19247700.000000 Penalty: 5915.762695
	Iteration 106Q: 3 clusters Score -1.92477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -19247706.000000 Penalty: 5915.762695
	Iteration 107Q: 3 clusters Score -1.924771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102468 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -19247700.000000 Penalty: 5915.762695
	Iteration 108Q: 3 clusters Score -1.92477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102475 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -19247710.000000 Penalty: 5915.762695
	Iteration 109Q: 3 clusters Score -1.924771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102485 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -19247722.000000 Penalty: 5915.762695
	Iteration 110Q: 3 clusters Score -1.924772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102497 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -19247706.000000 Penalty: 5915.762695
	Iteration 111Q: 3 clusters Score -1.924771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -19247698.000000 Penalty: 5915.762695
	Iteration 112Q: 3 clusters Score -1.92477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102527 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -19247688.000000 Penalty: 5915.762695
	Iteration 113Q: 3 clusters Score -1.924769e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -19247678.000000 Penalty: 5915.762695
	Iteration 114Q: 3 clusters Score -1.924768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102555 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -19247690.000000 Penalty: 5915.762695
	Iteration 115Q: 3 clusters Score -1.924769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -19247710.000000 Penalty: 5915.762695
	Iteration 116Q: 3 clusters Score -1.924771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102580 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -19247704.000000 Penalty: 5915.762695
	Iteration 117Q: 3 clusters Score -1.92477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -19247690.000000 Penalty: 5915.762695
	Iteration 118Q: 3 clusters Score -1.924769e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102606 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -19247690.000000 Penalty: 5915.762695
	Iteration 119Q: 3 clusters Score -1.924769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102616 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -19247684.000000 Penalty: 5915.762695
	Iteration 120F: 3 clusters Score -1.924768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -19247678.000000 Penalty: 5915.762695
	Iteration 121Q: 3 clusters Score -1.924768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102629 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -19247682.000000 Penalty: 5915.762695
	Iteration 122Q: 3 clusters Score -1.924768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102636 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -19247682.000000 Penalty: 5915.762695
	Iteration 123Q: 3 clusters Score -1.924768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102644 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -19247686.000000 Penalty: 5915.762695
	Iteration 124Q: 3 clusters Score -1.924769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -19247696.000000 Penalty: 5915.762695
	Iteration 125Q: 3 clusters Score -1.92477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102674 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -19247682.000000 Penalty: 5915.762695
	Iteration 126Q: 3 clusters Score -1.924768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -19247678.000000 Penalty: 5915.762695
	Iteration 127Q: 3 clusters Score -1.924768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102700 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -19247696.000000 Penalty: 5915.762695
	Iteration 128Q: 3 clusters Score -1.92477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -19247678.000000 Penalty: 5915.762695
	Iteration 129Q: 3 clusters Score -1.924768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -19247656.000000 Penalty: 5915.762695
	Iteration 130Q: 3 clusters Score -1.924766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102735 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -19247654.000000 Penalty: 5915.762695
	Iteration 131Q: 3 clusters Score -1.924765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102744 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -19247654.000000 Penalty: 5915.762695
	Iteration 132Q: 3 clusters Score -1.924765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -19247678.000000 Penalty: 5915.762695
	Iteration 133Q: 3 clusters Score -1.924768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102771 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -19247690.000000 Penalty: 5915.762695
	Iteration 134Q: 3 clusters Score -1.924769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102781 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -19247698.000000 Penalty: 5915.762695
	Iteration 135Q: 3 clusters Score -1.92477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102797 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -19247712.000000 Penalty: 5915.762695
	Iteration 136Q: 3 clusters Score -1.924771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -19247704.000000 Penalty: 5915.762695
	Iteration 137Q: 3 clusters Score -1.92477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -19247690.000000 Penalty: 5915.762695
	Iteration 138Q: 3 clusters Score -1.924769e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -19247690.000000 Penalty: 5915.762695
	Iteration 139Q: 3 clusters Score -1.924769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102854 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -19247678.000000 Penalty: 5915.762695
	Iteration 140F: 3 clusters Score -1.924768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -19247682.000000 Penalty: 5915.762695
	Iteration 141Q: 3 clusters Score -1.924768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -19247682.000000 Penalty: 5915.762695
	Iteration 142Q: 3 clusters Score -1.924768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -19247686.000000 Penalty: 5915.762695
	Iteration 143Q: 3 clusters Score -1.924769e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -19247682.000000 Penalty: 5915.762695
	Iteration 144Q: 3 clusters Score -1.924768e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -19247686.000000 Penalty: 5915.762695
	Iteration 145Q: 3 clusters Score -1.924769e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102994 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -19247688.000000 Penalty: 5915.762695
	Iteration 146Q: 3 clusters Score -1.924769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103013 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -19247676.000000 Penalty: 5915.762695
	Iteration 147Q: 3 clusters Score -1.924768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -19247694.000000 Penalty: 5915.762695
	Iteration 148Q: 3 clusters Score -1.924769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -19247698.000000 Penalty: 5915.762695
	Iteration 149Q: 3 clusters Score -1.92477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103036 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -19247686.000000 Penalty: 5915.762695
	Iteration 150Q: 3 clusters Score -1.924769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -19247670.000000 Penalty: 5915.762695
	Iteration 151Q: 3 clusters Score -1.924767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -19247670.000000 Penalty: 5915.762695
	Iteration 152Q: 3 clusters Score -1.924767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -19247670.000000 Penalty: 5915.762695
	Iteration 153Q: 3 clusters Score -1.924767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -19247670.000000 Penalty: 5915.762695
	Iteration 154F: 3 clusters Score -1.924767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (55738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Entering Unmasked Estep 
Score: -6780904.500000 Penalty: 2710.247559
	Iteration 0F: 2 clusters Score -6780904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -6743455.000000 Penalty: 5420.495117
	Iteration 0F: 3 clusters Score -6743455 nChanged 25880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -6758559.000000 Penalty: 5420.495117
	Iteration 1F: 3 clusters Score -6758559 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -6760176.500000 Penalty: 5420.495117
	Iteration 2F: 3 clusters Score -6760176 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -6762090.000000 Penalty: 5420.495117
	Iteration 3F: 3 clusters Score -6762090 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -6764311.000000 Penalty: 5420.495117
	Iteration 4F: 3 clusters Score -6764311 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -6766240.500000 Penalty: 5420.495117
	Iteration 5F: 3 clusters Score -6766240 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -6767881.500000 Penalty: 5420.495117
	Iteration 6F: 3 clusters Score -6767882 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -6769204.500000 Penalty: 5420.495117
	Iteration 7Q: 3 clusters Score -6769204 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -6770314.000000 Penalty: 5420.495117
	Iteration 8Q: 3 clusters Score -6770314 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -6771416.000000 Penalty: 5420.495117
	Iteration 9Q: 3 clusters Score -6771416 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -6772362.500000 Penalty: 5420.495117
	Iteration 10Q: 3 clusters Score -6772362 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -6773036.000000 Penalty: 5420.495117
	Iteration 11Q: 3 clusters Score -6773036 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -6773539.500000 Penalty: 5420.495117
	Iteration 12Q: 3 clusters Score -6773540 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -6773955.000000 Penalty: 5420.495117
	Iteration 13Q: 3 clusters Score -6773955 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -6774357.500000 Penalty: 5420.495117
	Iteration 14Q: 3 clusters Score -6774358 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -6774672.000000 Penalty: 5420.495117
	Iteration 15Q: 3 clusters Score -6774672 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -6775004.000000 Penalty: 5420.495117
	Iteration 16Q: 3 clusters Score -6775004 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -6775326.500000 Penalty: 5420.495117
	Iteration 17Q: 3 clusters Score -6775326 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -6775635.000000 Penalty: 5420.495117
	Iteration 18Q: 3 clusters Score -6775635 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -6775971.500000 Penalty: 5420.495117
	Iteration 19Q: 3 clusters Score -6775972 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -6776279.500000 Penalty: 5420.495117
	Iteration 20F: 3 clusters Score -6776280 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -6776625.000000 Penalty: 5420.495117
	Iteration 21Q: 3 clusters Score -6776625 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -6776899.500000 Penalty: 5420.495117
	Iteration 22Q: 3 clusters Score -6776900 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -6777223.500000 Penalty: 5420.495117
	Iteration 23Q: 3 clusters Score -6777224 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -6777535.000000 Penalty: 5420.495117
	Iteration 24Q: 3 clusters Score -6777535 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -6777818.000000 Penalty: 5420.495117
	Iteration 25Q: 3 clusters Score -6777818 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -6778062.500000 Penalty: 5420.495117
	Iteration 26Q: 3 clusters Score -6778062 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -6778351.500000 Penalty: 5420.495117
	Iteration 27Q: 3 clusters Score -6778352 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -6778614.500000 Penalty: 5420.495117
	Iteration 28Q: 3 clusters Score -6778614 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -6778806.500000 Penalty: 5420.495117
	Iteration 29Q: 3 clusters Score -6778806 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -6778969.000000 Penalty: 5420.495117
	Iteration 30Q: 3 clusters Score -6778969 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -6779131.000000 Penalty: 5420.495117
	Iteration 31Q: 3 clusters Score -6779131 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -6779224.000000 Penalty: 5420.495117
	Iteration 32Q: 3 clusters Score -6779224 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -6779304.500000 Penalty: 5420.495117
	Iteration 33Q: 3 clusters Score -6779304 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -6779351.500000 Penalty: 5420.495117
	Iteration 34Q: 3 clusters Score -6779352 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -6779403.500000 Penalty: 5420.495117
	Iteration 35Q: 3 clusters Score -6779404 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -6779436.000000 Penalty: 5420.495117
	Iteration 36Q: 3 clusters Score -6779436 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -6779465.000000 Penalty: 5420.495117
	Iteration 37Q: 3 clusters Score -6779465 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6779478.500000 Penalty: 5420.495117
	Iteration 38Q: 3 clusters Score -6779478 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6779511.000000 Penalty: 5420.495117
	Iteration 39Q: 3 clusters Score -6779511 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -6779534.500000 Penalty: 5420.495117
	Iteration 40F: 3 clusters Score -6779534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6779545.000000 Penalty: 5420.495117
	Iteration 41Q: 3 clusters Score -6779545 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6779552.000000 Penalty: 5420.495117
	Iteration 42Q: 3 clusters Score -6779552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6779562.000000 Penalty: 5420.495117
	Iteration 43Q: 3 clusters Score -6779562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6779586.000000 Penalty: 5420.495117
	Iteration 44Q: 3 clusters Score -6779586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6779609.000000 Penalty: 5420.495117
	Iteration 45Q: 3 clusters Score -6779609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6779625.000000 Penalty: 5420.495117
	Iteration 46Q: 3 clusters Score -6779625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6779630.500000 Penalty: 5420.495117
	Iteration 47Q: 3 clusters Score -6779630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -6779625.000000 Penalty: 5420.495117
	Iteration 48Q: 3 clusters Score -6779625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6779637.500000 Penalty: 5420.495117
	Iteration 49Q: 3 clusters Score -6779638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6779641.000000 Penalty: 5420.495117
	Iteration 50Q: 3 clusters Score -6779641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6779634.000000 Penalty: 5420.495117
	Iteration 51Q: 3 clusters Score -6779634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6779636.000000 Penalty: 5420.495117
	Iteration 52Q: 3 clusters Score -6779636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6779643.000000 Penalty: 5420.495117
	Iteration 53Q: 3 clusters Score -6779643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6779647.500000 Penalty: 5420.495117
	Iteration 54Q: 3 clusters Score -6779648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6779652.500000 Penalty: 5420.495117
	Iteration 55Q: 3 clusters Score -6779652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6779651.500000 Penalty: 5420.495117
	Iteration 56Q: 3 clusters Score -6779652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6779653.500000 Penalty: 5420.495117
	Iteration 57Q: 3 clusters Score -6779654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6779654.500000 Penalty: 5420.495117
	Iteration 58Q: 3 clusters Score -6779654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6779657.500000 Penalty: 5420.495117
	Iteration 59Q: 3 clusters Score -6779658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -6779658.000000 Penalty: 5420.495117
	Iteration 60F: 3 clusters Score -6779658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6779661.500000 Penalty: 5420.495117
	Iteration 61Q: 3 clusters Score -6779662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6779668.500000 Penalty: 5420.495117
	Iteration 62Q: 3 clusters Score -6779668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -6779658.000000 Penalty: 5420.495117
	Iteration 63Q: 3 clusters Score -6779658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6779671.500000 Penalty: 5420.495117
	Iteration 64Q: 3 clusters Score -6779672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -6779676.500000 Penalty: 5420.495117
	Iteration 65Q: 3 clusters Score -6779676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6779671.500000 Penalty: 5420.495117
	Iteration 66Q: 3 clusters Score -6779672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6779670.500000 Penalty: 5420.495117
	Iteration 67Q: 3 clusters Score -6779670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -6779670.500000 Penalty: 5420.495117
	Iteration 68Q: 3 clusters Score -6779670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6779671.500000 Penalty: 5420.495117
	Iteration 69Q: 3 clusters Score -6779672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6779670.000000 Penalty: 5420.495117
	Iteration 70Q: 3 clusters Score -6779670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6779674.000000 Penalty: 5420.495117
	Iteration 71Q: 3 clusters Score -6779674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6779674.000000 Penalty: 5420.495117
	Iteration 72F: 3 clusters Score -6779674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Entering Unmasked Estep 
Score: -389728.531250 Penalty: 2007.026978
	Iteration 0F: 2 clusters Score -389728.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -386329.406250 Penalty: 4014.053955
	Iteration 0F: 3 clusters Score -386329.4 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -387066.750000 Penalty: 4014.053955
	Iteration 1F: 3 clusters Score -387066.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -387308.593750 Penalty: 4014.053955
	Iteration 2F: 3 clusters Score -387308.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -387449.031250 Penalty: 4014.053955
	Iteration 3F: 3 clusters Score -387449 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -387536.250000 Penalty: 4014.053955
	Iteration 4Q: 3 clusters Score -387536.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -387606.625000 Penalty: 4014.053955
	Iteration 5Q: 3 clusters Score -387606.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -387680.187500 Penalty: 4014.053955
	Iteration 6Q: 3 clusters Score -387680.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -387746.500000 Penalty: 4014.053955
	Iteration 7Q: 3 clusters Score -387746.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -387792.281250 Penalty: 4014.053955
	Iteration 8Q: 3 clusters Score -387792.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -387834.812500 Penalty: 4014.053955
	Iteration 9Q: 3 clusters Score -387834.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -387867.625000 Penalty: 4014.053955
	Iteration 10Q: 3 clusters Score -387867.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -387898.218750 Penalty: 4014.053955
	Iteration 11Q: 3 clusters Score -387898.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -387934.750000 Penalty: 4014.053955
	Iteration 12Q: 3 clusters Score -387934.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -387967.656250 Penalty: 4014.053955
	Iteration 13Q: 3 clusters Score -387967.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -387998.437500 Penalty: 4014.053955
	Iteration 14Q: 3 clusters Score -387998.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -388020.093750 Penalty: 4014.053955
	Iteration 15Q: 3 clusters Score -388020.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -388033.656250 Penalty: 4014.053955
	Iteration 16Q: 3 clusters Score -388033.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -388044.906250 Penalty: 4014.053955
	Iteration 17Q: 3 clusters Score -388044.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -388058.156250 Penalty: 4014.053955
	Iteration 18Q: 3 clusters Score -388058.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -388067.687500 Penalty: 4014.053955
	Iteration 19Q: 3 clusters Score -388067.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -388073.812500 Penalty: 4014.053955
	Iteration 20F: 3 clusters Score -388073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -388076.718750 Penalty: 4014.053955
	Iteration 21Q: 3 clusters Score -388076.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -388080.593750 Penalty: 4014.053955
	Iteration 22Q: 3 clusters Score -388080.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -388082.437500 Penalty: 4014.053955
	Iteration 23Q: 3 clusters Score -388082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -388083.562500 Penalty: 4014.053955
	Iteration 24Q: 3 clusters Score -388083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -388084.531250 Penalty: 4014.053955
	Iteration 25Q: 3 clusters Score -388084.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -388084.625000 Penalty: 4014.053955
	Iteration 26Q: 3 clusters Score -388084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -388085.437500 Penalty: 4014.053955
	Iteration 27Q: 3 clusters Score -388085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -388086.812500 Penalty: 4014.053955
	Iteration 28Q: 3 clusters Score -388086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -388088.281250 Penalty: 4014.053955
	Iteration 29Q: 3 clusters Score -388088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -388089.375000 Penalty: 4014.053955
	Iteration 30Q: 3 clusters Score -388089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -388090.375000 Penalty: 4014.053955
	Iteration 31Q: 3 clusters Score -388090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -388091.750000 Penalty: 4014.053955
	Iteration 32Q: 3 clusters Score -388091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -388092.750000 Penalty: 4014.053955
	Iteration 33Q: 3 clusters Score -388092.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -388094.406250 Penalty: 4014.053955
	Iteration 34Q: 3 clusters Score -388094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -388095.968750 Penalty: 4014.053955
	Iteration 35Q: 3 clusters Score -388096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -388098.781250 Penalty: 4014.053955
	Iteration 36Q: 3 clusters Score -388098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -388101.437500 Penalty: 4014.053955
	Iteration 37Q: 3 clusters Score -388101.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -388103.125000 Penalty: 4014.053955
	Iteration 38Q: 3 clusters Score -388103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -388102.250000 Penalty: 4014.053955
	Iteration 39Q: 3 clusters Score -388102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -388104.031250 Penalty: 4014.053955
	Iteration 40F: 3 clusters Score -388104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -388103.906250 Penalty: 4014.053955
	Iteration 41Q: 3 clusters Score -388103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -388104.343750 Penalty: 4014.053955
	Iteration 42Q: 3 clusters Score -388104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -388105.812500 Penalty: 4014.053955
	Iteration 43Q: 3 clusters Score -388105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -388105.812500 Penalty: 4014.053955
	Iteration 44F: 3 clusters Score -388105.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Entering Unmasked Estep 
Score: -5639980.000000 Penalty: 2654.153564
	Iteration 0F: 2 clusters Score -5639980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -5610123.000000 Penalty: 5308.307129
	Iteration 0F: 3 clusters Score -5610123 nChanged 20284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -5621309.500000 Penalty: 5308.307129
	Iteration 1F: 3 clusters Score -5621310 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -5621850.500000 Penalty: 5308.307129
	Iteration 2Q: 3 clusters Score -5621850 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -5622465.500000 Penalty: 5308.307129
	Iteration 3Q: 3 clusters Score -5622466 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -5623064.500000 Penalty: 5308.307129
	Iteration 4Q: 3 clusters Score -5623064 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -5623854.000000 Penalty: 5308.307129
	Iteration 5Q: 3 clusters Score -5623854 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -5625005.500000 Penalty: 5308.307129
	Iteration 6F: 3 clusters Score -5625006 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -5626537.500000 Penalty: 5308.307129
	Iteration 7F: 3 clusters Score -5626538 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -5628475.000000 Penalty: 5308.307129
	Iteration 8F: 3 clusters Score -5628475 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -5630535.000000 Penalty: 5308.307129
	Iteration 9F: 3 clusters Score -5630535 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -5632570.500000 Penalty: 5308.307129
	Iteration 10F: 3 clusters Score -5632570 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5634373.500000 Penalty: 5308.307129
	Iteration 11Q: 3 clusters Score -5634374 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -5635822.500000 Penalty: 5308.307129
	Iteration 12Q: 3 clusters Score -5635822 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5636781.000000 Penalty: 5308.307129
	Iteration 13Q: 3 clusters Score -5636781 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -5637176.500000 Penalty: 5308.307129
	Iteration 14Q: 3 clusters Score -5637176 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -5637388.500000 Penalty: 5308.307129
	Iteration 15Q: 3 clusters Score -5637388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -5637514.000000 Penalty: 5308.307129
	Iteration 16Q: 3 clusters Score -5637514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -5637602.500000 Penalty: 5308.307129
	Iteration 17Q: 3 clusters Score -5637602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -5637652.000000 Penalty: 5308.307129
	Iteration 18Q: 3 clusters Score -5637652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -5637673.500000 Penalty: 5308.307129
	Iteration 19Q: 3 clusters Score -5637674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -5637692.500000 Penalty: 5308.307129
	Iteration 20F: 3 clusters Score -5637692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -5637698.500000 Penalty: 5308.307129
	Iteration 21Q: 3 clusters Score -5637698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -5637718.000000 Penalty: 5308.307129
	Iteration 22Q: 3 clusters Score -5637718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5637719.500000 Penalty: 5308.307129
	Iteration 23Q: 3 clusters Score -5637720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -5637723.500000 Penalty: 5308.307129
	Iteration 24Q: 3 clusters Score -5637724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5637725.500000 Penalty: 5308.307129
	Iteration 25Q: 3 clusters Score -5637726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -5637723.500000 Penalty: 5308.307129
	Iteration 26Q: 3 clusters Score -5637724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -5637724.000000 Penalty: 5308.307129
	Iteration 27Q: 3 clusters Score -5637724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -5637728.500000 Penalty: 5308.307129
	Iteration 28Q: 3 clusters Score -5637728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -5637728.500000 Penalty: 5308.307129
	Iteration 29F: 3 clusters Score -5637728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (131324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131324 members 
Entering Unmasked Estep 
Score: -17008800.000000 Penalty: 2922.784912
	Iteration 0F: 2 clusters Score -1.70088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -16921796.000000 Penalty: 5845.569824
	Iteration 0F: 3 clusters Score -1.69218e+07 nChanged 62571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -16958994.000000 Penalty: 5845.569824
	Iteration 1F: 3 clusters Score -1.695899e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -16960804.000000 Penalty: 5845.569824
	Iteration 2Q: 3 clusters Score -1.69608e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -16963264.000000 Penalty: 5845.569824
	Iteration 3Q: 3 clusters Score -1.696326e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -16966988.000000 Penalty: 5845.569824
	Iteration 4F: 3 clusters Score -1.696699e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78324 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -16971952.000000 Penalty: 5845.569824
	Iteration 5F: 3 clusters Score -1.697195e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -16978696.000000 Penalty: 5845.569824
	Iteration 6F: 3 clusters Score -1.69787e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85988 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -16985448.000000 Penalty: 5845.569824
	Iteration 7F: 3 clusters Score -1.698545e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -16990940.000000 Penalty: 5845.569824
	Iteration 8F: 3 clusters Score -1.699094e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -16994180.000000 Penalty: 5845.569824
	Iteration 9Q: 3 clusters Score -1.699418e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -16995970.000000 Penalty: 5845.569824
	Iteration 10Q: 3 clusters Score -1.699597e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -16997464.000000 Penalty: 5845.569824
	Iteration 11Q: 3 clusters Score -1.699746e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93957 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -16998736.000000 Penalty: 5845.569824
	Iteration 12Q: 3 clusters Score -1.699874e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -16999740.000000 Penalty: 5845.569824
	Iteration 13Q: 3 clusters Score -1.699974e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -17000636.000000 Penalty: 5845.569824
	Iteration 14Q: 3 clusters Score -1.700064e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -17001456.000000 Penalty: 5845.569824
	Iteration 15Q: 3 clusters Score -1.700146e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96763 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -17002050.000000 Penalty: 5845.569824
	Iteration 16Q: 3 clusters Score -1.700205e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97333 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -17002426.000000 Penalty: 5845.569824
	Iteration 17Q: 3 clusters Score -1.700243e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -17002766.000000 Penalty: 5845.569824
	Iteration 18Q: 3 clusters Score -1.700277e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -17002970.000000 Penalty: 5845.569824
	Iteration 19Q: 3 clusters Score -1.700297e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98957 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -17003184.000000 Penalty: 5845.569824
	Iteration 20F: 3 clusters Score -1.700318e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -17003324.000000 Penalty: 5845.569824
	Iteration 21Q: 3 clusters Score -1.700332e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99843 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -17003468.000000 Penalty: 5845.569824
	Iteration 22Q: 3 clusters Score -1.700347e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100310 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -17003546.000000 Penalty: 5845.569824
	Iteration 23Q: 3 clusters Score -1.700355e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -17003644.000000 Penalty: 5845.569824
	Iteration 24Q: 3 clusters Score -1.700364e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101147 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -17003720.000000 Penalty: 5845.569824
	Iteration 25Q: 3 clusters Score -1.700372e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101590 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -17003738.000000 Penalty: 5845.569824
	Iteration 26Q: 3 clusters Score -1.700374e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101973 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -17003784.000000 Penalty: 5845.569824
	Iteration 27Q: 3 clusters Score -1.700378e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -17003836.000000 Penalty: 5845.569824
	Iteration 28Q: 3 clusters Score -1.700384e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102708 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -17003868.000000 Penalty: 5845.569824
	Iteration 29Q: 3 clusters Score -1.700387e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103022 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -17003836.000000 Penalty: 5845.569824
	Iteration 30Q: 3 clusters Score -1.700384e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103296 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -17003890.000000 Penalty: 5845.569824
	Iteration 31Q: 3 clusters Score -1.700389e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103536 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -17003918.000000 Penalty: 5845.569824
	Iteration 32Q: 3 clusters Score -1.700392e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103777 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -17003898.000000 Penalty: 5845.569824
	Iteration 33Q: 3 clusters Score -1.70039e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104027 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -17003936.000000 Penalty: 5845.569824
	Iteration 34Q: 3 clusters Score -1.700394e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -17003980.000000 Penalty: 5845.569824
	Iteration 35Q: 3 clusters Score -1.700398e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -17003976.000000 Penalty: 5845.569824
	Iteration 36Q: 3 clusters Score -1.700398e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104789 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -17003992.000000 Penalty: 5845.569824
	Iteration 37Q: 3 clusters Score -1.700399e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105007 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -17003990.000000 Penalty: 5845.569824
	Iteration 38Q: 3 clusters Score -1.700399e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -17003996.000000 Penalty: 5845.569824
	Iteration 39Q: 3 clusters Score -1.7004e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105407 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -17003986.000000 Penalty: 5845.569824
	Iteration 40F: 3 clusters Score -1.700399e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105611 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -17003964.000000 Penalty: 5845.569824
	Iteration 41Q: 3 clusters Score -1.700396e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -17003974.000000 Penalty: 5845.569824
	Iteration 42Q: 3 clusters Score -1.700397e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -17003992.000000 Penalty: 5845.569824
	Iteration 43Q: 3 clusters Score -1.700399e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106220 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -17003958.000000 Penalty: 5845.569824
	Iteration 44Q: 3 clusters Score -1.700396e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106421 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -17003956.000000 Penalty: 5845.569824
	Iteration 45Q: 3 clusters Score -1.700396e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106639 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -17003952.000000 Penalty: 5845.569824
	Iteration 46Q: 3 clusters Score -1.700395e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -17003984.000000 Penalty: 5845.569824
	Iteration 47Q: 3 clusters Score -1.700398e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107044 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -17004026.000000 Penalty: 5845.569824
	Iteration 48Q: 3 clusters Score -1.700403e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107247 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -17004022.000000 Penalty: 5845.569824
	Iteration 49Q: 3 clusters Score -1.700402e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107466 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -17004058.000000 Penalty: 5845.569824
	Iteration 50Q: 3 clusters Score -1.700406e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107683 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -17004030.000000 Penalty: 5845.569824
	Iteration 51Q: 3 clusters Score -1.700403e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107891 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -17004048.000000 Penalty: 5845.569824
	Iteration 52Q: 3 clusters Score -1.700405e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -17004078.000000 Penalty: 5845.569824
	Iteration 53Q: 3 clusters Score -1.700408e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108269 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -17004094.000000 Penalty: 5845.569824
	Iteration 54Q: 3 clusters Score -1.700409e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -17004110.000000 Penalty: 5845.569824
	Iteration 55Q: 3 clusters Score -1.700411e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -17004122.000000 Penalty: 5845.569824
	Iteration 56Q: 3 clusters Score -1.700412e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108883 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -17004146.000000 Penalty: 5845.569824
	Iteration 57Q: 3 clusters Score -1.700415e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109075 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -17004194.000000 Penalty: 5845.569824
	Iteration 58Q: 3 clusters Score -1.700419e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109296 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -17004200.000000 Penalty: 5845.569824
	Iteration 59Q: 3 clusters Score -1.70042e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109506 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -17004190.000000 Penalty: 5845.569824
	Iteration 60F: 3 clusters Score -1.700419e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109717 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -17004194.000000 Penalty: 5845.569824
	Iteration 61Q: 3 clusters Score -1.700419e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109941 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -17004216.000000 Penalty: 5845.569824
	Iteration 62Q: 3 clusters Score -1.700422e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110179 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -17004216.000000 Penalty: 5845.569824
	Iteration 63Q: 3 clusters Score -1.700422e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110400 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -17004270.000000 Penalty: 5845.569824
	Iteration 64Q: 3 clusters Score -1.700427e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110634 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -17004274.000000 Penalty: 5845.569824
	Iteration 65Q: 3 clusters Score -1.700427e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110867 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -17004292.000000 Penalty: 5845.569824
	Iteration 66Q: 3 clusters Score -1.700429e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111128 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -17004298.000000 Penalty: 5845.569824
	Iteration 67Q: 3 clusters Score -1.70043e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111400 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -17004350.000000 Penalty: 5845.569824
	Iteration 68Q: 3 clusters Score -1.700435e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111650 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -17004386.000000 Penalty: 5845.569824
	Iteration 69Q: 3 clusters Score -1.700439e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111916 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -17004422.000000 Penalty: 5845.569824
	Iteration 70Q: 3 clusters Score -1.700442e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112190 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -17004502.000000 Penalty: 5845.569824
	Iteration 71Q: 3 clusters Score -1.70045e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112481 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -17004534.000000 Penalty: 5845.569824
	Iteration 72Q: 3 clusters Score -1.700453e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112800 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -17004574.000000 Penalty: 5845.569824
	Iteration 73Q: 3 clusters Score -1.700457e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113099 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -17004590.000000 Penalty: 5845.569824
	Iteration 74Q: 3 clusters Score -1.700459e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113424 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -17004640.000000 Penalty: 5845.569824
	Iteration 75Q: 3 clusters Score -1.700464e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113782 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -17004676.000000 Penalty: 5845.569824
	Iteration 76Q: 3 clusters Score -1.700468e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114137 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -17004710.000000 Penalty: 5845.569824
	Iteration 77Q: 3 clusters Score -1.700471e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114498 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -17004760.000000 Penalty: 5845.569824
	Iteration 78Q: 3 clusters Score -1.700476e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114847 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -17004814.000000 Penalty: 5845.569824
	Iteration 79Q: 3 clusters Score -1.700481e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115215 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -17004826.000000 Penalty: 5845.569824
	Iteration 80F: 3 clusters Score -1.700483e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -17004904.000000 Penalty: 5845.569824
	Iteration 81Q: 3 clusters Score -1.70049e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115970 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -17004918.000000 Penalty: 5845.569824
	Iteration 82Q: 3 clusters Score -1.700492e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116355 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -17004976.000000 Penalty: 5845.569824
	Iteration 83Q: 3 clusters Score -1.700498e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116760 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -17005064.000000 Penalty: 5845.569824
	Iteration 84Q: 3 clusters Score -1.700506e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117169 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -17005106.000000 Penalty: 5845.569824
	Iteration 85Q: 3 clusters Score -1.700511e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117598 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -17005146.000000 Penalty: 5845.569824
	Iteration 86Q: 3 clusters Score -1.700515e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118015 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -17005248.000000 Penalty: 5845.569824
	Iteration 87Q: 3 clusters Score -1.700525e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118439 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -17005282.000000 Penalty: 5845.569824
	Iteration 88Q: 3 clusters Score -1.700528e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118878 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -17005366.000000 Penalty: 5845.569824
	Iteration 89Q: 3 clusters Score -1.700537e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119305 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -17005426.000000 Penalty: 5845.569824
	Iteration 90Q: 3 clusters Score -1.700543e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119727 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -17005520.000000 Penalty: 5845.569824
	Iteration 91Q: 3 clusters Score -1.700552e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120143 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -17005568.000000 Penalty: 5845.569824
	Iteration 92Q: 3 clusters Score -1.700557e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120556 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -17005610.000000 Penalty: 5845.569824
	Iteration 93Q: 3 clusters Score -1.700561e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120930 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -17005708.000000 Penalty: 5845.569824
	Iteration 94Q: 3 clusters Score -1.700571e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121262 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -17005756.000000 Penalty: 5845.569824
	Iteration 95Q: 3 clusters Score -1.700576e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121582 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -17005836.000000 Penalty: 5845.569824
	Iteration 96Q: 3 clusters Score -1.700584e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121897 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -17005860.000000 Penalty: 5845.569824
	Iteration 97Q: 3 clusters Score -1.700586e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122213 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -17005910.000000 Penalty: 5845.569824
	Iteration 98Q: 3 clusters Score -1.700591e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122533 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -17005970.000000 Penalty: 5845.569824
	Iteration 99Q: 3 clusters Score -1.700597e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122866 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -17006060.000000 Penalty: 5845.569824
	Iteration 100F: 3 clusters Score -1.700606e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123227 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -17006066.000000 Penalty: 5845.569824
	Iteration 101Q: 3 clusters Score -1.700607e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123570 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -17006124.000000 Penalty: 5845.569824
	Iteration 102Q: 3 clusters Score -1.700612e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123899 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -17006252.000000 Penalty: 5845.569824
	Iteration 103Q: 3 clusters Score -1.700625e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124209 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -17006296.000000 Penalty: 5845.569824
	Iteration 104Q: 3 clusters Score -1.70063e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124502 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -17006358.000000 Penalty: 5845.569824
	Iteration 105Q: 3 clusters Score -1.700636e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124789 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -17006392.000000 Penalty: 5845.569824
	Iteration 106Q: 3 clusters Score -1.700639e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125083 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -17006410.000000 Penalty: 5845.569824
	Iteration 107Q: 3 clusters Score -1.700641e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125358 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -17006468.000000 Penalty: 5845.569824
	Iteration 108Q: 3 clusters Score -1.700647e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125603 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -17006554.000000 Penalty: 5845.569824
	Iteration 109Q: 3 clusters Score -1.700655e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125857 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -17006610.000000 Penalty: 5845.569824
	Iteration 110Q: 3 clusters Score -1.700661e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126077 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -17006616.000000 Penalty: 5845.569824
	Iteration 111Q: 3 clusters Score -1.700662e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126288 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -17006690.000000 Penalty: 5845.569824
	Iteration 112Q: 3 clusters Score -1.700669e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126441 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -17006726.000000 Penalty: 5845.569824
	Iteration 113Q: 3 clusters Score -1.700673e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126582 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -17006802.000000 Penalty: 5845.569824
	Iteration 114Q: 3 clusters Score -1.70068e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126707 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -17006808.000000 Penalty: 5845.569824
	Iteration 115Q: 3 clusters Score -1.700681e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126819 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -17006860.000000 Penalty: 5845.569824
	Iteration 116Q: 3 clusters Score -1.700686e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126938 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -17006886.000000 Penalty: 5845.569824
	Iteration 117Q: 3 clusters Score -1.700689e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127062 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -17006850.000000 Penalty: 5845.569824
	Iteration 118Q: 3 clusters Score -1.700685e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127171 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -17006884.000000 Penalty: 5845.569824
	Iteration 119Q: 3 clusters Score -1.700688e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127264 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -17006900.000000 Penalty: 5845.569824
	Iteration 120F: 3 clusters Score -1.70069e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127364 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -17006898.000000 Penalty: 5845.569824
	Iteration 121Q: 3 clusters Score -1.70069e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127449 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -17006932.000000 Penalty: 5845.569824
	Iteration 122Q: 3 clusters Score -1.700693e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127512 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -17006942.000000 Penalty: 5845.569824
	Iteration 123Q: 3 clusters Score -1.700694e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127585 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -17006930.000000 Penalty: 5845.569824
	Iteration 124Q: 3 clusters Score -1.700693e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127638 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -17006968.000000 Penalty: 5845.569824
	Iteration 125Q: 3 clusters Score -1.700697e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127682 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -17006970.000000 Penalty: 5845.569824
	Iteration 126Q: 3 clusters Score -1.700697e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127724 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -17006960.000000 Penalty: 5845.569824
	Iteration 127Q: 3 clusters Score -1.700696e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127766 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -17007010.000000 Penalty: 5845.569824
	Iteration 128Q: 3 clusters Score -1.700701e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127796 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -17007008.000000 Penalty: 5845.569824
	Iteration 129Q: 3 clusters Score -1.700701e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127830 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -17007016.000000 Penalty: 5845.569824
	Iteration 130Q: 3 clusters Score -1.700702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127861 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -17007014.000000 Penalty: 5845.569824
	Iteration 131Q: 3 clusters Score -1.700701e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127901 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -17007026.000000 Penalty: 5845.569824
	Iteration 132Q: 3 clusters Score -1.700703e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127939 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -17006988.000000 Penalty: 5845.569824
	Iteration 133Q: 3 clusters Score -1.700699e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127971 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -17006988.000000 Penalty: 5845.569824
	Iteration 134Q: 3 clusters Score -1.700699e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127992 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -17006998.000000 Penalty: 5845.569824
	Iteration 135Q: 3 clusters Score -1.7007e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128017 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -17007014.000000 Penalty: 5845.569824
	Iteration 136Q: 3 clusters Score -1.700701e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128039 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -17007018.000000 Penalty: 5845.569824
	Iteration 137Q: 3 clusters Score -1.700702e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128068 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -17007020.000000 Penalty: 5845.569824
	Iteration 138Q: 3 clusters Score -1.700702e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128087 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -17007036.000000 Penalty: 5845.569824
	Iteration 139Q: 3 clusters Score -1.700704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128104 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -17007036.000000 Penalty: 5845.569824
	Iteration 140F: 3 clusters Score -1.700704e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128127 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -17007002.000000 Penalty: 5845.569824
	Iteration 141Q: 3 clusters Score -1.7007e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128138 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -17007010.000000 Penalty: 5845.569824
	Iteration 142Q: 3 clusters Score -1.700701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128149 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -17007016.000000 Penalty: 5845.569824
	Iteration 143Q: 3 clusters Score -1.700702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128163 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -17007006.000000 Penalty: 5845.569824
	Iteration 144Q: 3 clusters Score -1.700701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128173 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -17006996.000000 Penalty: 5845.569824
	Iteration 145Q: 3 clusters Score -1.7007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128184 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -17006996.000000 Penalty: 5845.569824
	Iteration 146Q: 3 clusters Score -1.7007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128196 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -17007008.000000 Penalty: 5845.569824
	Iteration 147Q: 3 clusters Score -1.700701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128206 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -17007000.000000 Penalty: 5845.569824
	Iteration 148Q: 3 clusters Score -1.7007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128212 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -17006992.000000 Penalty: 5845.569824
	Iteration 149Q: 3 clusters Score -1.700699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128216 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -17007002.000000 Penalty: 5845.569824
	Iteration 150Q: 3 clusters Score -1.7007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128222 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -17006998.000000 Penalty: 5845.569824
	Iteration 151Q: 3 clusters Score -1.7007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128226 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -17007008.000000 Penalty: 5845.569824
	Iteration 152Q: 3 clusters Score -1.700701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128227 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -17007012.000000 Penalty: 5845.569824
	Iteration 153Q: 3 clusters Score -1.700701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128231 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -17007008.000000 Penalty: 5845.569824
	Iteration 154Q: 3 clusters Score -1.700701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128237 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -17007000.000000 Penalty: 5845.569824
	Iteration 155Q: 3 clusters Score -1.7007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128237 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -17006996.000000 Penalty: 5845.569824
	Iteration 156Q: 3 clusters Score -1.7007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128241 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -17007008.000000 Penalty: 5845.569824
	Iteration 157Q: 3 clusters Score -1.700701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128244 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -17007004.000000 Penalty: 5845.569824
	Iteration 158Q: 3 clusters Score -1.7007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128247 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -17007010.000000 Penalty: 5845.569824
	Iteration 159Q: 3 clusters Score -1.700701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128249 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -17007006.000000 Penalty: 5845.569824
	Iteration 160F: 3 clusters Score -1.700701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128251 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -17006996.000000 Penalty: 5845.569824
	Iteration 161Q: 3 clusters Score -1.7007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128254 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -17007006.000000 Penalty: 5845.569824
	Iteration 162Q: 3 clusters Score -1.700701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128255 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -17007002.000000 Penalty: 5845.569824
	Iteration 163Q: 3 clusters Score -1.7007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128261 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -17006996.000000 Penalty: 5845.569824
	Iteration 164Q: 3 clusters Score -1.7007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128264 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -17006994.000000 Penalty: 5845.569824
	Iteration 165Q: 3 clusters Score -1.700699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128264 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -17006996.000000 Penalty: 5845.569824
	Iteration 166Q: 3 clusters Score -1.7007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128266 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -17006994.000000 Penalty: 5845.569824
	Iteration 167Q: 3 clusters Score -1.700699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128267 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -17006990.000000 Penalty: 5845.569824
	Iteration 168Q: 3 clusters Score -1.700699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128269 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -17006990.000000 Penalty: 5845.569824
	Iteration 169Q: 3 clusters Score -1.700699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128270 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -17006994.000000 Penalty: 5845.569824
	Iteration 170Q: 3 clusters Score -1.700699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128270 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -17006992.000000 Penalty: 5845.569824
	Iteration 171Q: 3 clusters Score -1.700699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -17006986.000000 Penalty: 5845.569824
	Iteration 172Q: 3 clusters Score -1.700699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -17006978.000000 Penalty: 5845.569824
	Iteration 173Q: 3 clusters Score -1.700698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128272 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -17006984.000000 Penalty: 5845.569824
	Iteration 174Q: 3 clusters Score -1.700698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128273 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -17006996.000000 Penalty: 5845.569824
	Iteration 175Q: 3 clusters Score -1.7007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128275 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -17006996.000000 Penalty: 5845.569824
	Iteration 176Q: 3 clusters Score -1.7007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128276 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -17006996.000000 Penalty: 5845.569824
	Iteration 177Q: 3 clusters Score -1.7007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128277 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -17007004.000000 Penalty: 5845.569824
	Iteration 178Q: 3 clusters Score -1.7007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128277 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -17007004.000000 Penalty: 5845.569824
	Iteration 179Q: 3 clusters Score -1.7007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128278 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -17006998.000000 Penalty: 5845.569824
	Iteration 180F: 3 clusters Score -1.7007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128281 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -17006986.000000 Penalty: 5845.569824
	Iteration 181Q: 3 clusters Score -1.700699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128284 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -17006986.000000 Penalty: 5845.569824
	Iteration 182Q: 3 clusters Score -1.700699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128284 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -17006986.000000 Penalty: 5845.569824
	Iteration 183F: 3 clusters Score -1.700699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (100800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100800 members 
Entering Unmasked Estep 
Score: -12823072.000000 Penalty: 2857.181641
	Iteration 0F: 2 clusters Score -1.282307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -12755496.000000 Penalty: 5714.363281
	Iteration 0F: 3 clusters Score -1.27555e+07 nChanged 47824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -12783035.000000 Penalty: 5714.363281
	Iteration 1F: 3 clusters Score -1.278304e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -12783850.000000 Penalty: 5714.363281
	Iteration 2Q: 3 clusters Score -1.278385e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -12784775.000000 Penalty: 5714.363281
	Iteration 3Q: 3 clusters Score -1.278478e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -12785829.000000 Penalty: 5714.363281
	Iteration 4Q: 3 clusters Score -1.278583e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -12787357.000000 Penalty: 5714.363281
	Iteration 5Q: 3 clusters Score -1.278736e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -12789444.000000 Penalty: 5714.363281
	Iteration 6Q: 3 clusters Score -1.278944e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -12791916.000000 Penalty: 5714.363281
	Iteration 7F: 3 clusters Score -1.279192e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -12794897.000000 Penalty: 5714.363281
	Iteration 8F: 3 clusters Score -1.27949e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -12798002.000000 Penalty: 5714.363281
	Iteration 9F: 3 clusters Score -1.2798e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -12801213.000000 Penalty: 5714.363281
	Iteration 10F: 3 clusters Score -1.280121e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -12804271.000000 Penalty: 5714.363281
	Iteration 11Q: 3 clusters Score -1.280427e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81248 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -12807508.000000 Penalty: 5714.363281
	Iteration 12Q: 3 clusters Score -1.280751e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -12810583.000000 Penalty: 5714.363281
	Iteration 13Q: 3 clusters Score -1.281058e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88238 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -12813168.000000 Penalty: 5714.363281
	Iteration 14Q: 3 clusters Score -1.281317e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -12814971.000000 Penalty: 5714.363281
	Iteration 15Q: 3 clusters Score -1.281497e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -12816316.000000 Penalty: 5714.363281
	Iteration 16Q: 3 clusters Score -1.281632e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -12817298.000000 Penalty: 5714.363281
	Iteration 17Q: 3 clusters Score -1.28173e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -12817961.000000 Penalty: 5714.363281
	Iteration 18Q: 3 clusters Score -1.281796e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96245 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -12818588.000000 Penalty: 5714.363281
	Iteration 19Q: 3 clusters Score -1.281859e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -12819031.000000 Penalty: 5714.363281
	Iteration 20F: 3 clusters Score -1.281903e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -12819445.000000 Penalty: 5714.363281
	Iteration 21Q: 3 clusters Score -1.281944e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -12819726.000000 Penalty: 5714.363281
	Iteration 22Q: 3 clusters Score -1.281973e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -12819868.000000 Penalty: 5714.363281
	Iteration 23Q: 3 clusters Score -1.281987e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98842 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -12820041.000000 Penalty: 5714.363281
	Iteration 24Q: 3 clusters Score -1.282004e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -12820125.000000 Penalty: 5714.363281
	Iteration 25Q: 3 clusters Score -1.282012e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -12820232.000000 Penalty: 5714.363281
	Iteration 26Q: 3 clusters Score -1.282023e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99400 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -12820321.000000 Penalty: 5714.363281
	Iteration 27Q: 3 clusters Score -1.282032e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99504 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -12820383.000000 Penalty: 5714.363281
	Iteration 28Q: 3 clusters Score -1.282038e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -12820417.000000 Penalty: 5714.363281
	Iteration 29Q: 3 clusters Score -1.282042e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12820433.000000 Penalty: 5714.363281
	Iteration 30Q: 3 clusters Score -1.282043e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -12820448.000000 Penalty: 5714.363281
	Iteration 31Q: 3 clusters Score -1.282045e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99709 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -12820454.000000 Penalty: 5714.363281
	Iteration 32Q: 3 clusters Score -1.282045e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99744 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12820482.000000 Penalty: 5714.363281
	Iteration 33Q: 3 clusters Score -1.282048e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99772 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -12820484.000000 Penalty: 5714.363281
	Iteration 34Q: 3 clusters Score -1.282048e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -12820491.000000 Penalty: 5714.363281
	Iteration 35Q: 3 clusters Score -1.282049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12820501.000000 Penalty: 5714.363281
	Iteration 36Q: 3 clusters Score -1.28205e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12820525.000000 Penalty: 5714.363281
	Iteration 37Q: 3 clusters Score -1.282052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99862 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -12820540.000000 Penalty: 5714.363281
	Iteration 38Q: 3 clusters Score -1.282054e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99878 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12820548.000000 Penalty: 5714.363281
	Iteration 39Q: 3 clusters Score -1.282055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99893 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -12820547.000000 Penalty: 5714.363281
	Iteration 40F: 3 clusters Score -1.282055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12820566.000000 Penalty: 5714.363281
	Iteration 41Q: 3 clusters Score -1.282057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99920 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12820571.000000 Penalty: 5714.363281
	Iteration 42Q: 3 clusters Score -1.282057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99939 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -12820589.000000 Penalty: 5714.363281
	Iteration 43Q: 3 clusters Score -1.282059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99951 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12820599.000000 Penalty: 5714.363281
	Iteration 44Q: 3 clusters Score -1.28206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99962 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12820611.000000 Penalty: 5714.363281
	Iteration 45Q: 3 clusters Score -1.282061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99967 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -12820610.000000 Penalty: 5714.363281
	Iteration 46Q: 3 clusters Score -1.282061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99969 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12820602.000000 Penalty: 5714.363281
	Iteration 47Q: 3 clusters Score -1.28206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12820611.000000 Penalty: 5714.363281
	Iteration 48Q: 3 clusters Score -1.282061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99972 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12820610.000000 Penalty: 5714.363281
	Iteration 49Q: 3 clusters Score -1.282061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99973 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12820612.000000 Penalty: 5714.363281
	Iteration 50Q: 3 clusters Score -1.282061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99973 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12820612.000000 Penalty: 5714.363281
	Iteration 51F: 3 clusters Score -1.282061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Entering Unmasked Estep 
Score: -1884012.000000 Penalty: 2397.841309
	Iteration 0F: 2 clusters Score -1884012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1872530.750000 Penalty: 4795.682617
	Iteration 0F: 3 clusters Score -1872531 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1876352.125000 Penalty: 4795.682617
	Iteration 1F: 3 clusters Score -1876352 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1876892.750000 Penalty: 4795.682617
	Iteration 2F: 3 clusters Score -1876893 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1877410.500000 Penalty: 4795.682617
	Iteration 3F: 3 clusters Score -1877410 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1877952.250000 Penalty: 4795.682617
	Iteration 4F: 3 clusters Score -1877952 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1878514.500000 Penalty: 4795.682617
	Iteration 5F: 3 clusters Score -1878514 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1879098.750000 Penalty: 4795.682617
	Iteration 6F: 3 clusters Score -1879099 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1879735.375000 Penalty: 4795.682617
	Iteration 7F: 3 clusters Score -1879735 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1880326.250000 Penalty: 4795.682617
	Iteration 8F: 3 clusters Score -1880326 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1880771.625000 Penalty: 4795.682617
	Iteration 9Q: 3 clusters Score -1880772 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1881133.375000 Penalty: 4795.682617
	Iteration 10Q: 3 clusters Score -1881133 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1881395.250000 Penalty: 4795.682617
	Iteration 11Q: 3 clusters Score -1881395 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1881593.875000 Penalty: 4795.682617
	Iteration 12Q: 3 clusters Score -1881594 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1881714.250000 Penalty: 4795.682617
	Iteration 13Q: 3 clusters Score -1881714 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1881771.250000 Penalty: 4795.682617
	Iteration 14Q: 3 clusters Score -1881771 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1881800.625000 Penalty: 4795.682617
	Iteration 15Q: 3 clusters Score -1881801 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1881823.750000 Penalty: 4795.682617
	Iteration 16Q: 3 clusters Score -1881824 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1881829.000000 Penalty: 4795.682617
	Iteration 17Q: 3 clusters Score -1881829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1881841.250000 Penalty: 4795.682617
	Iteration 18Q: 3 clusters Score -1881841 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1881847.375000 Penalty: 4795.682617
	Iteration 19Q: 3 clusters Score -1881847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1881855.000000 Penalty: 4795.682617
	Iteration 20F: 3 clusters Score -1881855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1881858.750000 Penalty: 4795.682617
	Iteration 21Q: 3 clusters Score -1881859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1881859.125000 Penalty: 4795.682617
	Iteration 22Q: 3 clusters Score -1881859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1881864.250000 Penalty: 4795.682617
	Iteration 23Q: 3 clusters Score -1881864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1881866.750000 Penalty: 4795.682617
	Iteration 24Q: 3 clusters Score -1881867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1881869.500000 Penalty: 4795.682617
	Iteration 25Q: 3 clusters Score -1881870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1881874.500000 Penalty: 4795.682617
	Iteration 26Q: 3 clusters Score -1881874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1881872.375000 Penalty: 4795.682617
	Iteration 27Q: 3 clusters Score -1881872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1881870.375000 Penalty: 4795.682617
	Iteration 28Q: 3 clusters Score -1881870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1881877.000000 Penalty: 4795.682617
	Iteration 29Q: 3 clusters Score -1881877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1881873.375000 Penalty: 4795.682617
	Iteration 30Q: 3 clusters Score -1881873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1881875.500000 Penalty: 4795.682617
	Iteration 31Q: 3 clusters Score -1881876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1881875.500000 Penalty: 4795.682617
	Iteration 32Q: 3 clusters Score -1881876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1881878.375000 Penalty: 4795.682617
	Iteration 33Q: 3 clusters Score -1881878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1881879.250000 Penalty: 4795.682617
	Iteration 34Q: 3 clusters Score -1881879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1881882.375000 Penalty: 4795.682617
	Iteration 35Q: 3 clusters Score -1881882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1881883.375000 Penalty: 4795.682617
	Iteration 36Q: 3 clusters Score -1881883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1881880.000000 Penalty: 4795.682617
	Iteration 37Q: 3 clusters Score -1881880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1881882.250000 Penalty: 4795.682617
	Iteration 38Q: 3 clusters Score -1881882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1881883.000000 Penalty: 4795.682617
	Iteration 39Q: 3 clusters Score -1881883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1881881.375000 Penalty: 4795.682617
	Iteration 40F: 3 clusters Score -1881881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1881880.375000 Penalty: 4795.682617
	Iteration 41Q: 3 clusters Score -1881880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1881880.375000 Penalty: 4795.682617
	Iteration 42Q: 3 clusters Score -1881880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1881880.375000 Penalty: 4795.682617
	Iteration 43Q: 3 clusters Score -1881880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1881880.125000 Penalty: 4795.682617
	Iteration 44Q: 3 clusters Score -1881880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1881880.125000 Penalty: 4795.682617
	Iteration 45F: 3 clusters Score -1881880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -44912.906250 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -44912.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43603.484375 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -43603.48 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43827.660156 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -43827.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43902.667969 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -43902.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43926.832031 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -43926.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43951.265625 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -43951.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43984.875000 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -43984.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44009.160156 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -44009.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44047.285156 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -44047.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44084.503906 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -44084.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44096.000000 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -44096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44104.703125 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -44104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44106.632812 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -44106.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44108.976562 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -44108.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44108.976562 Penalty: 2993.598877
	Iteration 13F: 3 clusters Score -44108.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Entering Unmasked Estep 
Score: -317207.687500 Penalty: 1954.345703
	Iteration 0F: 2 clusters Score -317207.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -314162.687500 Penalty: 3908.691406
	Iteration 0F: 3 clusters Score -314162.7 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -314747.343750 Penalty: 3908.691406
	Iteration 1F: 3 clusters Score -314747.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -314878.250000 Penalty: 3908.691406
	Iteration 2F: 3 clusters Score -314878.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -314951.000000 Penalty: 3908.691406
	Iteration 3Q: 3 clusters Score -314951 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -315000.906250 Penalty: 3908.691406
	Iteration 4Q: 3 clusters Score -315000.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -315034.656250 Penalty: 3908.691406
	Iteration 5Q: 3 clusters Score -315034.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -315065.125000 Penalty: 3908.691406
	Iteration 6Q: 3 clusters Score -315065.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -315091.093750 Penalty: 3908.691406
	Iteration 7Q: 3 clusters Score -315091.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -315105.062500 Penalty: 3908.691406
	Iteration 8Q: 3 clusters Score -315105.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -315115.843750 Penalty: 3908.691406
	Iteration 9Q: 3 clusters Score -315115.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -315125.781250 Penalty: 3908.691406
	Iteration 10Q: 3 clusters Score -315125.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -315130.937500 Penalty: 3908.691406
	Iteration 11Q: 3 clusters Score -315130.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -315135.000000 Penalty: 3908.691406
	Iteration 12Q: 3 clusters Score -315135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -315138.406250 Penalty: 3908.691406
	Iteration 13Q: 3 clusters Score -315138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -315140.750000 Penalty: 3908.691406
	Iteration 14Q: 3 clusters Score -315140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -315142.281250 Penalty: 3908.691406
	Iteration 15Q: 3 clusters Score -315142.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -315143.437500 Penalty: 3908.691406
	Iteration 16Q: 3 clusters Score -315143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -315143.968750 Penalty: 3908.691406
	Iteration 17Q: 3 clusters Score -315144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -315143.968750 Penalty: 3908.691406
	Iteration 18F: 3 clusters Score -315144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Entering Unmasked Estep 
Score: -1051484.875000 Penalty: 2261.074951
	Iteration 0F: 2 clusters Score -1051485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1044385.875000 Penalty: 4522.149902
	Iteration 0F: 3 clusters Score -1044386 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1046616.875000 Penalty: 4522.149902
	Iteration 1F: 3 clusters Score -1046617 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1047121.562500 Penalty: 4522.149902
	Iteration 2F: 3 clusters Score -1047122 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1047555.562500 Penalty: 4522.149902
	Iteration 3F: 3 clusters Score -1047556 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1047977.125000 Penalty: 4522.149902
	Iteration 4F: 3 clusters Score -1047977 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1048428.687500 Penalty: 4522.149902
	Iteration 5F: 3 clusters Score -1048429 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1048871.375000 Penalty: 4522.149902
	Iteration 6F: 3 clusters Score -1048871 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1049268.125000 Penalty: 4522.149902
	Iteration 7F: 3 clusters Score -1049268 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1049593.375000 Penalty: 4522.149902
	Iteration 8Q: 3 clusters Score -1049593 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1049870.875000 Penalty: 4522.149902
	Iteration 9Q: 3 clusters Score -1049871 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1050085.250000 Penalty: 4522.149902
	Iteration 10Q: 3 clusters Score -1050085 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1050248.875000 Penalty: 4522.149902
	Iteration 11Q: 3 clusters Score -1050249 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1050395.750000 Penalty: 4522.149902
	Iteration 12Q: 3 clusters Score -1050396 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1050509.375000 Penalty: 4522.149902
	Iteration 13Q: 3 clusters Score -1050509 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1050630.000000 Penalty: 4522.149902
	Iteration 14Q: 3 clusters Score -1050630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1050721.125000 Penalty: 4522.149902
	Iteration 15Q: 3 clusters Score -1050721 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1050775.125000 Penalty: 4522.149902
	Iteration 16Q: 3 clusters Score -1050775 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1050811.250000 Penalty: 4522.149902
	Iteration 17Q: 3 clusters Score -1050811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1050845.250000 Penalty: 4522.149902
	Iteration 18Q: 3 clusters Score -1050845 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1050871.000000 Penalty: 4522.149902
	Iteration 19Q: 3 clusters Score -1050871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1050901.000000 Penalty: 4522.149902
	Iteration 20F: 3 clusters Score -1050901 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1050923.500000 Penalty: 4522.149902
	Iteration 21Q: 3 clusters Score -1050924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1050941.875000 Penalty: 4522.149902
	Iteration 22Q: 3 clusters Score -1050942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1050957.000000 Penalty: 4522.149902
	Iteration 23Q: 3 clusters Score -1050957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1050963.625000 Penalty: 4522.149902
	Iteration 24Q: 3 clusters Score -1050964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1050975.375000 Penalty: 4522.149902
	Iteration 25Q: 3 clusters Score -1050975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1050985.500000 Penalty: 4522.149902
	Iteration 26Q: 3 clusters Score -1050986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1050996.250000 Penalty: 4522.149902
	Iteration 27Q: 3 clusters Score -1050996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1051005.000000 Penalty: 4522.149902
	Iteration 28Q: 3 clusters Score -1051005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1051014.125000 Penalty: 4522.149902
	Iteration 29Q: 3 clusters Score -1051014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1051020.250000 Penalty: 4522.149902
	Iteration 30Q: 3 clusters Score -1051020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1051027.500000 Penalty: 4522.149902
	Iteration 31Q: 3 clusters Score -1051028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1051040.750000 Penalty: 4522.149902
	Iteration 32Q: 3 clusters Score -1051041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1051060.500000 Penalty: 4522.149902
	Iteration 33Q: 3 clusters Score -1051060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1051078.375000 Penalty: 4522.149902
	Iteration 34Q: 3 clusters Score -1051078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1051091.375000 Penalty: 4522.149902
	Iteration 35Q: 3 clusters Score -1051091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1051104.375000 Penalty: 4522.149902
	Iteration 36Q: 3 clusters Score -1051104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1051118.375000 Penalty: 4522.149902
	Iteration 37Q: 3 clusters Score -1051118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1051129.125000 Penalty: 4522.149902
	Iteration 38Q: 3 clusters Score -1051129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1051136.875000 Penalty: 4522.149902
	Iteration 39Q: 3 clusters Score -1051137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1051153.625000 Penalty: 4522.149902
	Iteration 40F: 3 clusters Score -1051154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1051174.000000 Penalty: 4522.149902
	Iteration 41Q: 3 clusters Score -1051174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1051190.500000 Penalty: 4522.149902
	Iteration 42Q: 3 clusters Score -1051190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1051202.625000 Penalty: 4522.149902
	Iteration 43Q: 3 clusters Score -1051203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1051209.500000 Penalty: 4522.149902
	Iteration 44Q: 3 clusters Score -1051210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1051216.125000 Penalty: 4522.149902
	Iteration 45Q: 3 clusters Score -1051216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1051222.000000 Penalty: 4522.149902
	Iteration 46Q: 3 clusters Score -1051222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1051230.500000 Penalty: 4522.149902
	Iteration 47Q: 3 clusters Score -1051230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1051234.125000 Penalty: 4522.149902
	Iteration 48Q: 3 clusters Score -1051234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1051239.500000 Penalty: 4522.149902
	Iteration 49Q: 3 clusters Score -1051240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1051240.875000 Penalty: 4522.149902
	Iteration 50Q: 3 clusters Score -1051241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1051246.500000 Penalty: 4522.149902
	Iteration 51Q: 3 clusters Score -1051246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1051247.750000 Penalty: 4522.149902
	Iteration 52Q: 3 clusters Score -1051248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1051249.125000 Penalty: 4522.149902
	Iteration 53Q: 3 clusters Score -1051249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1051255.000000 Penalty: 4522.149902
	Iteration 54Q: 3 clusters Score -1051255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1051256.875000 Penalty: 4522.149902
	Iteration 55Q: 3 clusters Score -1051257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1051260.125000 Penalty: 4522.149902
	Iteration 56Q: 3 clusters Score -1051260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1051264.000000 Penalty: 4522.149902
	Iteration 57Q: 3 clusters Score -1051264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1051266.875000 Penalty: 4522.149902
	Iteration 58Q: 3 clusters Score -1051267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1051269.500000 Penalty: 4522.149902
	Iteration 59Q: 3 clusters Score -1051270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1051269.000000 Penalty: 4522.149902
	Iteration 60F: 3 clusters Score -1051269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1051271.875000 Penalty: 4522.149902
	Iteration 61Q: 3 clusters Score -1051272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1051273.625000 Penalty: 4522.149902
	Iteration 62Q: 3 clusters Score -1051274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1051274.625000 Penalty: 4522.149902
	Iteration 63Q: 3 clusters Score -1051275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1051275.250000 Penalty: 4522.149902
	Iteration 64Q: 3 clusters Score -1051275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1051275.250000 Penalty: 4522.149902
	Iteration 65F: 3 clusters Score -1051275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Entering Unmasked Estep 
Score: -4019544.250000 Penalty: 2572.563965
	Iteration 0F: 2 clusters Score -4019544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3997681.750000 Penalty: 5145.127930
	Iteration 0F: 3 clusters Score -3997682 nChanged 14477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -4005682.750000 Penalty: 5145.127930
	Iteration 1F: 3 clusters Score -4005683 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -4006335.500000 Penalty: 5145.127930
	Iteration 2F: 3 clusters Score -4006336 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -4006957.250000 Penalty: 5145.127930
	Iteration 3Q: 3 clusters Score -4006957 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -4007425.250000 Penalty: 5145.127930
	Iteration 4Q: 3 clusters Score -4007425 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -4007872.750000 Penalty: 5145.127930
	Iteration 5Q: 3 clusters Score -4007873 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -4008294.500000 Penalty: 5145.127930
	Iteration 6Q: 3 clusters Score -4008294 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -4008742.750000 Penalty: 5145.127930
	Iteration 7Q: 3 clusters Score -4008743 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4009256.250000 Penalty: 5145.127930
	Iteration 8Q: 3 clusters Score -4009256 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -4009767.750000 Penalty: 5145.127930
	Iteration 9Q: 3 clusters Score -4009768 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -4010308.250000 Penalty: 5145.127930
	Iteration 10Q: 3 clusters Score -4010308 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -4010853.500000 Penalty: 5145.127930
	Iteration 11Q: 3 clusters Score -4010854 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -4011315.000000 Penalty: 5145.127930
	Iteration 12Q: 3 clusters Score -4011315 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -4011756.000000 Penalty: 5145.127930
	Iteration 13Q: 3 clusters Score -4011756 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -4012167.250000 Penalty: 5145.127930
	Iteration 14Q: 3 clusters Score -4012167 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4012477.750000 Penalty: 5145.127930
	Iteration 15Q: 3 clusters Score -4012478 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4012833.250000 Penalty: 5145.127930
	Iteration 16Q: 3 clusters Score -4012833 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -4013234.250000 Penalty: 5145.127930
	Iteration 17Q: 3 clusters Score -4013234 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4013679.250000 Penalty: 5145.127930
	Iteration 18Q: 3 clusters Score -4013679 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4014138.750000 Penalty: 5145.127930
	Iteration 19Q: 3 clusters Score -4014139 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -4014561.750000 Penalty: 5145.127930
	Iteration 20F: 3 clusters Score -4014562 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4014952.750000 Penalty: 5145.127930
	Iteration 21Q: 3 clusters Score -4014953 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4015378.500000 Penalty: 5145.127930
	Iteration 22Q: 3 clusters Score -4015378 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4015709.750000 Penalty: 5145.127930
	Iteration 23Q: 3 clusters Score -4015710 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -4015940.250000 Penalty: 5145.127930
	Iteration 24Q: 3 clusters Score -4015940 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4016119.500000 Penalty: 5145.127930
	Iteration 25Q: 3 clusters Score -4016120 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -4016268.250000 Penalty: 5145.127930
	Iteration 26Q: 3 clusters Score -4016268 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4016383.500000 Penalty: 5145.127930
	Iteration 27Q: 3 clusters Score -4016384 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -4016471.500000 Penalty: 5145.127930
	Iteration 28Q: 3 clusters Score -4016472 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4016553.750000 Penalty: 5145.127930
	Iteration 29Q: 3 clusters Score -4016554 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4016611.250000 Penalty: 5145.127930
	Iteration 30Q: 3 clusters Score -4016611 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -4016665.000000 Penalty: 5145.127930
	Iteration 31Q: 3 clusters Score -4016665 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4016701.250000 Penalty: 5145.127930
	Iteration 32Q: 3 clusters Score -4016701 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4016716.500000 Penalty: 5145.127930
	Iteration 33Q: 3 clusters Score -4016716 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -4016733.500000 Penalty: 5145.127930
	Iteration 34Q: 3 clusters Score -4016734 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4016746.750000 Penalty: 5145.127930
	Iteration 35Q: 3 clusters Score -4016747 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -4016768.250000 Penalty: 5145.127930
	Iteration 36Q: 3 clusters Score -4016768 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -4016773.250000 Penalty: 5145.127930
	Iteration 37Q: 3 clusters Score -4016773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4016798.500000 Penalty: 5145.127930
	Iteration 38Q: 3 clusters Score -4016798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -4016804.750000 Penalty: 5145.127930
	Iteration 39Q: 3 clusters Score -4016805 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4016818.750000 Penalty: 5145.127930
	Iteration 40F: 3 clusters Score -4016819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -4016822.750000 Penalty: 5145.127930
	Iteration 41Q: 3 clusters Score -4016823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -4016826.500000 Penalty: 5145.127930
	Iteration 42Q: 3 clusters Score -4016826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4016823.250000 Penalty: 5145.127930
	Iteration 43Q: 3 clusters Score -4016823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -4016826.500000 Penalty: 5145.127930
	Iteration 44Q: 3 clusters Score -4016826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -4016829.500000 Penalty: 5145.127930
	Iteration 45Q: 3 clusters Score -4016830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -4016831.750000 Penalty: 5145.127930
	Iteration 46Q: 3 clusters Score -4016832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4016837.000000 Penalty: 5145.127930
	Iteration 47Q: 3 clusters Score -4016837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4016837.250000 Penalty: 5145.127930
	Iteration 48Q: 3 clusters Score -4016837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -4016831.750000 Penalty: 5145.127930
	Iteration 49Q: 3 clusters Score -4016832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -4016830.250000 Penalty: 5145.127930
	Iteration 50Q: 3 clusters Score -4016830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -4016831.000000 Penalty: 5145.127930
	Iteration 51Q: 3 clusters Score -4016831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4016828.000000 Penalty: 5145.127930
	Iteration 52Q: 3 clusters Score -4016828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4016829.500000 Penalty: 5145.127930
	Iteration 53Q: 3 clusters Score -4016830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -4016831.250000 Penalty: 5145.127930
	Iteration 54Q: 3 clusters Score -4016831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4016833.250000 Penalty: 5145.127930
	Iteration 55Q: 3 clusters Score -4016833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4016831.250000 Penalty: 5145.127930
	Iteration 56Q: 3 clusters Score -4016831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4016831.250000 Penalty: 5145.127930
	Iteration 57F: 3 clusters Score -4016831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Entering Unmasked Estep 
Score: -923881.750000 Penalty: 2219.924805
	Iteration 0F: 2 clusters Score -923881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -917672.187500 Penalty: 4439.849609
	Iteration 0F: 3 clusters Score -917672.2 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -919604.625000 Penalty: 4439.849609
	Iteration 1F: 3 clusters Score -919604.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -920255.250000 Penalty: 4439.849609
	Iteration 2F: 3 clusters Score -920255.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -920891.812500 Penalty: 4439.849609
	Iteration 3F: 3 clusters Score -920891.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -921442.250000 Penalty: 4439.849609
	Iteration 4F: 3 clusters Score -921442.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -921896.375000 Penalty: 4439.849609
	Iteration 5F: 3 clusters Score -921896.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -922237.937500 Penalty: 4439.849609
	Iteration 6F: 3 clusters Score -922237.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -922510.062500 Penalty: 4439.849609
	Iteration 7Q: 3 clusters Score -922510.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -922736.125000 Penalty: 4439.849609
	Iteration 8Q: 3 clusters Score -922736.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -922911.250000 Penalty: 4439.849609
	Iteration 9Q: 3 clusters Score -922911.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -923047.937500 Penalty: 4439.849609
	Iteration 10Q: 3 clusters Score -923047.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -923148.437500 Penalty: 4439.849609
	Iteration 11Q: 3 clusters Score -923148.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -923226.937500 Penalty: 4439.849609
	Iteration 12Q: 3 clusters Score -923226.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -923283.562500 Penalty: 4439.849609
	Iteration 13Q: 3 clusters Score -923283.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -923315.812500 Penalty: 4439.849609
	Iteration 14Q: 3 clusters Score -923315.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -923340.250000 Penalty: 4439.849609
	Iteration 15Q: 3 clusters Score -923340.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -923357.125000 Penalty: 4439.849609
	Iteration 16Q: 3 clusters Score -923357.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -923369.687500 Penalty: 4439.849609
	Iteration 17Q: 3 clusters Score -923369.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -923370.687500 Penalty: 4439.849609
	Iteration 18Q: 3 clusters Score -923370.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -923372.750000 Penalty: 4439.849609
	Iteration 19Q: 3 clusters Score -923372.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -923377.687500 Penalty: 4439.849609
	Iteration 20F: 3 clusters Score -923377.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -923385.750000 Penalty: 4439.849609
	Iteration 21Q: 3 clusters Score -923385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -923388.875000 Penalty: 4439.849609
	Iteration 22Q: 3 clusters Score -923388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -923390.875000 Penalty: 4439.849609
	Iteration 23Q: 3 clusters Score -923390.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -923395.125000 Penalty: 4439.849609
	Iteration 24Q: 3 clusters Score -923395.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -923395.437500 Penalty: 4439.849609
	Iteration 25Q: 3 clusters Score -923395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -923398.062500 Penalty: 4439.849609
	Iteration 26Q: 3 clusters Score -923398.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -923396.500000 Penalty: 4439.849609
	Iteration 27Q: 3 clusters Score -923396.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -923396.500000 Penalty: 4439.849609
	Iteration 28F: 3 clusters Score -923396.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (58953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Entering Unmasked Estep 
Score: -7698755.500000 Penalty: 2724.155029
	Iteration 0F: 2 clusters Score -7698756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -7659091.000000 Penalty: 5448.310059
	Iteration 0F: 3 clusters Score -7659091 nChanged 27400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -7674807.000000 Penalty: 5448.310059
	Iteration 1F: 3 clusters Score -7674807 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -7675811.000000 Penalty: 5448.310059
	Iteration 2Q: 3 clusters Score -7675811 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -7677107.000000 Penalty: 5448.310059
	Iteration 3Q: 3 clusters Score -7677107 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -7678980.000000 Penalty: 5448.310059
	Iteration 4F: 3 clusters Score -7678980 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -7681611.500000 Penalty: 5448.310059
	Iteration 5F: 3 clusters Score -7681612 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -7685081.000000 Penalty: 5448.310059
	Iteration 6F: 3 clusters Score -7685081 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -7689126.500000 Penalty: 5448.310059
	Iteration 7F: 3 clusters Score -7689126 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -7692572.000000 Penalty: 5448.310059
	Iteration 8F: 3 clusters Score -7692572 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -7694614.000000 Penalty: 5448.310059
	Iteration 9Q: 3 clusters Score -7694614 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
Score: -7695572.000000 Penalty: 5448.310059
	Iteration 10Q: 3 clusters Score -7695572 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -7695991.000000 Penalty: 5448.310059
	Iteration 11Q: 3 clusters Score -7695991 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -7696158.500000 Penalty: 5448.310059
	Iteration 12Q: 3 clusters Score -7696158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -7696244.500000 Penalty: 5448.310059
	Iteration 13Q: 3 clusters Score -7696244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -7696300.500000 Penalty: 5448.310059
	Iteration 14Q: 3 clusters Score -7696300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -7696327.000000 Penalty: 5448.310059
	Iteration 15Q: 3 clusters Score -7696327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -7696343.000000 Penalty: 5448.310059
	Iteration 16Q: 3 clusters Score -7696343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -7696349.500000 Penalty: 5448.310059
	Iteration 17Q: 3 clusters Score -7696350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -7696357.500000 Penalty: 5448.310059
	Iteration 18Q: 3 clusters Score -7696358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -7696364.000000 Penalty: 5448.310059
	Iteration 19Q: 3 clusters Score -7696364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -7696383.500000 Penalty: 5448.310059
	Iteration 20F: 3 clusters Score -7696384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -7696380.000000 Penalty: 5448.310059
	Iteration 21Q: 3 clusters Score -7696380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -7696383.500000 Penalty: 5448.310059
	Iteration 22Q: 3 clusters Score -7696384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -7696385.000000 Penalty: 5448.310059
	Iteration 23Q: 3 clusters Score -7696385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -7696385.000000 Penalty: 5448.310059
	Iteration 24F: 3 clusters Score -7696385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Entering Unmasked Estep 
Score: -6818771.000000 Penalty: 2694.553223
	Iteration 0F: 2 clusters Score -6818771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -6783690.000000 Penalty: 5389.106445
	Iteration 0F: 3 clusters Score -6783690 nChanged 24370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -6796745.500000 Penalty: 5389.106445
	Iteration 1F: 3 clusters Score -6796746 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -6797328.500000 Penalty: 5389.106445
	Iteration 2Q: 3 clusters Score -6797328 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -6797989.000000 Penalty: 5389.106445
	Iteration 3Q: 3 clusters Score -6797989 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -6798837.000000 Penalty: 5389.106445
	Iteration 4Q: 3 clusters Score -6798837 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -6800032.000000 Penalty: 5389.106445
	Iteration 5Q: 3 clusters Score -6800032 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -6801909.500000 Penalty: 5389.106445
	Iteration 6F: 3 clusters Score -6801910 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -6804714.500000 Penalty: 5389.106445
	Iteration 7F: 3 clusters Score -6804714 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -6808335.500000 Penalty: 5389.106445
	Iteration 8F: 3 clusters Score -6808336 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -6811914.500000 Penalty: 5389.106445
	Iteration 9F: 3 clusters Score -6811914 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -6814279.500000 Penalty: 5389.106445
	Iteration 10Q: 3 clusters Score -6814280 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -6815481.000000 Penalty: 5389.106445
	Iteration 11Q: 3 clusters Score -6815481 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -6815945.500000 Penalty: 5389.106445
	Iteration 12Q: 3 clusters Score -6815946 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -6816155.500000 Penalty: 5389.106445
	Iteration 13Q: 3 clusters Score -6816156 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -6816267.500000 Penalty: 5389.106445
	Iteration 14Q: 3 clusters Score -6816268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -6816306.500000 Penalty: 5389.106445
	Iteration 15Q: 3 clusters Score -6816306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -6816335.500000 Penalty: 5389.106445
	Iteration 16Q: 3 clusters Score -6816336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -6816348.500000 Penalty: 5389.106445
	Iteration 17Q: 3 clusters Score -6816348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -6816375.500000 Penalty: 5389.106445
	Iteration 18Q: 3 clusters Score -6816376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -6816383.000000 Penalty: 5389.106445
	Iteration 19Q: 3 clusters Score -6816383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -6816387.000000 Penalty: 5389.106445
	Iteration 20F: 3 clusters Score -6816387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -6816404.000000 Penalty: 5389.106445
	Iteration 21Q: 3 clusters Score -6816404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -6816413.000000 Penalty: 5389.106445
	Iteration 22Q: 3 clusters Score -6816413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -6816411.000000 Penalty: 5389.106445
	Iteration 23Q: 3 clusters Score -6816411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -6816414.000000 Penalty: 5389.106445
	Iteration 24Q: 3 clusters Score -6816414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -6816414.000000 Penalty: 5389.106445
	Iteration 25Q: 3 clusters Score -6816414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -6816416.000000 Penalty: 5389.106445
	Iteration 26Q: 3 clusters Score -6816416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -6816416.000000 Penalty: 5389.106445
	Iteration 27F: 3 clusters Score -6816416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Entering Unmasked Estep 
Score: -2458573.000000 Penalty: 2455.245117
	Iteration 0F: 2 clusters Score -2458573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2444482.000000 Penalty: 4910.490234
	Iteration 0F: 3 clusters Score -2444482 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2449717.000000 Penalty: 4910.490234
	Iteration 1F: 3 clusters Score -2449717 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2450760.250000 Penalty: 4910.490234
	Iteration 2F: 3 clusters Score -2450760 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2451739.250000 Penalty: 4910.490234
	Iteration 3F: 3 clusters Score -2451739 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2452519.500000 Penalty: 4910.490234
	Iteration 4F: 3 clusters Score -2452520 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2453123.250000 Penalty: 4910.490234
	Iteration 5F: 3 clusters Score -2453123 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2453588.750000 Penalty: 4910.490234
	Iteration 6Q: 3 clusters Score -2453589 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2453930.750000 Penalty: 4910.490234
	Iteration 7Q: 3 clusters Score -2453931 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2454210.000000 Penalty: 4910.490234
	Iteration 8Q: 3 clusters Score -2454210 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2454431.000000 Penalty: 4910.490234
	Iteration 9Q: 3 clusters Score -2454431 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2454622.750000 Penalty: 4910.490234
	Iteration 10Q: 3 clusters Score -2454623 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2454832.750000 Penalty: 4910.490234
	Iteration 11Q: 3 clusters Score -2454833 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2455047.250000 Penalty: 4910.490234
	Iteration 12Q: 3 clusters Score -2455047 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2455289.000000 Penalty: 4910.490234
	Iteration 13Q: 3 clusters Score -2455289 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2455490.000000 Penalty: 4910.490234
	Iteration 14Q: 3 clusters Score -2455490 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2455691.750000 Penalty: 4910.490234
	Iteration 15Q: 3 clusters Score -2455692 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2455860.000000 Penalty: 4910.490234
	Iteration 16Q: 3 clusters Score -2455860 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2456007.000000 Penalty: 4910.490234
	Iteration 17Q: 3 clusters Score -2456007 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2456150.750000 Penalty: 4910.490234
	Iteration 18Q: 3 clusters Score -2456151 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2456263.000000 Penalty: 4910.490234
	Iteration 19Q: 3 clusters Score -2456263 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2456365.000000 Penalty: 4910.490234
	Iteration 20F: 3 clusters Score -2456365 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2456458.500000 Penalty: 4910.490234
	Iteration 21Q: 3 clusters Score -2456458 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2456541.000000 Penalty: 4910.490234
	Iteration 22Q: 3 clusters Score -2456541 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2456609.500000 Penalty: 4910.490234
	Iteration 23Q: 3 clusters Score -2456610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2456650.500000 Penalty: 4910.490234
	Iteration 24Q: 3 clusters Score -2456650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2456684.250000 Penalty: 4910.490234
	Iteration 25Q: 3 clusters Score -2456684 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2456717.250000 Penalty: 4910.490234
	Iteration 26Q: 3 clusters Score -2456717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2456770.500000 Penalty: 4910.490234
	Iteration 27Q: 3 clusters Score -2456770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2456828.500000 Penalty: 4910.490234
	Iteration 28Q: 3 clusters Score -2456828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2456891.250000 Penalty: 4910.490234
	Iteration 29Q: 3 clusters Score -2456891 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2456949.000000 Penalty: 4910.490234
	Iteration 30Q: 3 clusters Score -2456949 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2456994.750000 Penalty: 4910.490234
	Iteration 31Q: 3 clusters Score -2456995 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2457019.000000 Penalty: 4910.490234
	Iteration 32Q: 3 clusters Score -2457019 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2457050.250000 Penalty: 4910.490234
	Iteration 33Q: 3 clusters Score -2457050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2457063.000000 Penalty: 4910.490234
	Iteration 34Q: 3 clusters Score -2457063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2457073.250000 Penalty: 4910.490234
	Iteration 35Q: 3 clusters Score -2457073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2457083.250000 Penalty: 4910.490234
	Iteration 36Q: 3 clusters Score -2457083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2457087.500000 Penalty: 4910.490234
	Iteration 37Q: 3 clusters Score -2457088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2457091.000000 Penalty: 4910.490234
	Iteration 38Q: 3 clusters Score -2457091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2457097.000000 Penalty: 4910.490234
	Iteration 39Q: 3 clusters Score -2457097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2457103.750000 Penalty: 4910.490234
	Iteration 40F: 3 clusters Score -2457104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2457108.500000 Penalty: 4910.490234
	Iteration 41Q: 3 clusters Score -2457108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2457107.250000 Penalty: 4910.490234
	Iteration 42Q: 3 clusters Score -2457107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2457112.500000 Penalty: 4910.490234
	Iteration 43Q: 3 clusters Score -2457112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2457115.250000 Penalty: 4910.490234
	Iteration 44Q: 3 clusters Score -2457115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2457118.000000 Penalty: 4910.490234
	Iteration 45Q: 3 clusters Score -2457118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2457121.500000 Penalty: 4910.490234
	Iteration 46Q: 3 clusters Score -2457122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2457119.000000 Penalty: 4910.490234
	Iteration 47Q: 3 clusters Score -2457119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2457119.000000 Penalty: 4910.490234
	Iteration 48F: 3 clusters Score -2457119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Entering Unmasked Estep 
Score: -976837.375000 Penalty: 2229.907227
	Iteration 0F: 2 clusters Score -976837.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -970372.312500 Penalty: 4459.814453
	Iteration 0F: 3 clusters Score -970372.3 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -972161.500000 Penalty: 4459.814453
	Iteration 1F: 3 clusters Score -972161.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -972464.375000 Penalty: 4459.814453
	Iteration 2F: 3 clusters Score -972464.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -972697.312500 Penalty: 4459.814453
	Iteration 3F: 3 clusters Score -972697.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -972888.250000 Penalty: 4459.814453
	Iteration 4Q: 3 clusters Score -972888.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -973054.500000 Penalty: 4459.814453
	Iteration 5Q: 3 clusters Score -973054.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -973223.437500 Penalty: 4459.814453
	Iteration 6Q: 3 clusters Score -973223.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -973408.312500 Penalty: 4459.814453
	Iteration 7Q: 3 clusters Score -973408.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -973599.625000 Penalty: 4459.814453
	Iteration 8Q: 3 clusters Score -973599.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -973786.750000 Penalty: 4459.814453
	Iteration 9Q: 3 clusters Score -973786.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -973955.750000 Penalty: 4459.814453
	Iteration 10Q: 3 clusters Score -973955.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -974108.375000 Penalty: 4459.814453
	Iteration 11Q: 3 clusters Score -974108.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -974254.250000 Penalty: 4459.814453
	Iteration 12Q: 3 clusters Score -974254.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -974371.000000 Penalty: 4459.814453
	Iteration 13Q: 3 clusters Score -974371 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -974480.125000 Penalty: 4459.814453
	Iteration 14Q: 3 clusters Score -974480.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -974584.375000 Penalty: 4459.814453
	Iteration 15Q: 3 clusters Score -974584.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -974659.750000 Penalty: 4459.814453
	Iteration 16Q: 3 clusters Score -974659.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -974723.750000 Penalty: 4459.814453
	Iteration 17Q: 3 clusters Score -974723.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -974777.000000 Penalty: 4459.814453
	Iteration 18Q: 3 clusters Score -974777 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -974805.812500 Penalty: 4459.814453
	Iteration 19Q: 3 clusters Score -974805.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -974831.437500 Penalty: 4459.814453
	Iteration 20F: 3 clusters Score -974831.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -974851.500000 Penalty: 4459.814453
	Iteration 21Q: 3 clusters Score -974851.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -974869.750000 Penalty: 4459.814453
	Iteration 22Q: 3 clusters Score -974869.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -974880.437500 Penalty: 4459.814453
	Iteration 23Q: 3 clusters Score -974880.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -974886.500000 Penalty: 4459.814453
	Iteration 24Q: 3 clusters Score -974886.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -974892.875000 Penalty: 4459.814453
	Iteration 25Q: 3 clusters Score -974892.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -974904.812500 Penalty: 4459.814453
	Iteration 26Q: 3 clusters Score -974904.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -974913.750000 Penalty: 4459.814453
	Iteration 27Q: 3 clusters Score -974913.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -974922.312500 Penalty: 4459.814453
	Iteration 28Q: 3 clusters Score -974922.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -974930.375000 Penalty: 4459.814453
	Iteration 29Q: 3 clusters Score -974930.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -974939.000000 Penalty: 4459.814453
	Iteration 30Q: 3 clusters Score -974939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -974946.187500 Penalty: 4459.814453
	Iteration 31Q: 3 clusters Score -974946.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -974953.312500 Penalty: 4459.814453
	Iteration 32Q: 3 clusters Score -974953.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -974953.937500 Penalty: 4459.814453
	Iteration 33Q: 3 clusters Score -974953.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -974956.125000 Penalty: 4459.814453
	Iteration 34Q: 3 clusters Score -974956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -974959.562500 Penalty: 4459.814453
	Iteration 35Q: 3 clusters Score -974959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -974960.500000 Penalty: 4459.814453
	Iteration 36Q: 3 clusters Score -974960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -974960.500000 Penalty: 4459.814453
	Iteration 37F: 3 clusters Score -974960.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Entering Unmasked Estep 
Score: -512410.531250 Penalty: 2066.113770
	Iteration 0F: 2 clusters Score -512410.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -508461.906250 Penalty: 4132.227539
	Iteration 0F: 3 clusters Score -508461.9 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -509510.843750 Penalty: 4132.227539
	Iteration 1F: 3 clusters Score -509510.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -509870.687500 Penalty: 4132.227539
	Iteration 2F: 3 clusters Score -509870.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -510138.562500 Penalty: 4132.227539
	Iteration 3F: 3 clusters Score -510138.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -510361.343750 Penalty: 4132.227539
	Iteration 4F: 3 clusters Score -510361.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -510500.375000 Penalty: 4132.227539
	Iteration 5Q: 3 clusters Score -510500.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -510604.000000 Penalty: 4132.227539
	Iteration 6Q: 3 clusters Score -510604 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -510670.250000 Penalty: 4132.227539
	Iteration 7Q: 3 clusters Score -510670.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -510723.312500 Penalty: 4132.227539
	Iteration 8Q: 3 clusters Score -510723.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -510772.593750 Penalty: 4132.227539
	Iteration 9Q: 3 clusters Score -510772.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -510811.656250 Penalty: 4132.227539
	Iteration 10Q: 3 clusters Score -510811.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -510846.437500 Penalty: 4132.227539
	Iteration 11Q: 3 clusters Score -510846.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -510876.031250 Penalty: 4132.227539
	Iteration 12Q: 3 clusters Score -510876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -510890.718750 Penalty: 4132.227539
	Iteration 13Q: 3 clusters Score -510890.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -510899.812500 Penalty: 4132.227539
	Iteration 14Q: 3 clusters Score -510899.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -510908.687500 Penalty: 4132.227539
	Iteration 15Q: 3 clusters Score -510908.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -510917.968750 Penalty: 4132.227539
	Iteration 16Q: 3 clusters Score -510918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -510928.718750 Penalty: 4132.227539
	Iteration 17Q: 3 clusters Score -510928.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -510937.375000 Penalty: 4132.227539
	Iteration 18Q: 3 clusters Score -510937.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -510946.375000 Penalty: 4132.227539
	Iteration 19Q: 3 clusters Score -510946.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -510951.687500 Penalty: 4132.227539
	Iteration 20F: 3 clusters Score -510951.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -510956.593750 Penalty: 4132.227539
	Iteration 21Q: 3 clusters Score -510956.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -510958.781250 Penalty: 4132.227539
	Iteration 22Q: 3 clusters Score -510958.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -510963.500000 Penalty: 4132.227539
	Iteration 23Q: 3 clusters Score -510963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -510964.750000 Penalty: 4132.227539
	Iteration 24Q: 3 clusters Score -510964.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -510968.343750 Penalty: 4132.227539
	Iteration 25Q: 3 clusters Score -510968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -510970.968750 Penalty: 4132.227539
	Iteration 26Q: 3 clusters Score -510971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -510971.968750 Penalty: 4132.227539
	Iteration 27Q: 3 clusters Score -510972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -510973.468750 Penalty: 4132.227539
	Iteration 28Q: 3 clusters Score -510973.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -510975.000000 Penalty: 4132.227539
	Iteration 29Q: 3 clusters Score -510975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -510977.125000 Penalty: 4132.227539
	Iteration 30Q: 3 clusters Score -510977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -510977.125000 Penalty: 4132.227539
	Iteration 31F: 3 clusters Score -510977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -92449.125000 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -92449.12 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 373 members 
Entering Unmasked Estep 
Score: -90705.687500 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -90705.69 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90900.632812 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -90900.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90949.007812 Penalty: 3298.538330
	Iteration 2Q: 3 clusters Score -90949.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90967.710938 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -90967.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90980.468750 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -90980.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90989.242188 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -90989.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90999.585938 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -90999.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91001.187500 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -91001.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91003.585938 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -91003.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -91007.937500 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -91007.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -91009.414062 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -91009.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -91009.414062 Penalty: 3298.538330
	Iteration 11F: 3 clusters Score -91009.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Entering Unmasked Estep 
Score: -1919994.000000 Penalty: 2402.409180
	Iteration 0F: 2 clusters Score -1919994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1908530.250000 Penalty: 4804.818359
	Iteration 0F: 3 clusters Score -1908530 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1912355.250000 Penalty: 4804.818359
	Iteration 1F: 3 clusters Score -1912355 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1912970.125000 Penalty: 4804.818359
	Iteration 2F: 3 clusters Score -1912970 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1913558.125000 Penalty: 4804.818359
	Iteration 3F: 3 clusters Score -1913558 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1914141.250000 Penalty: 4804.818359
	Iteration 4F: 3 clusters Score -1914141 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1914672.125000 Penalty: 4804.818359
	Iteration 5F: 3 clusters Score -1914672 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1915244.125000 Penalty: 4804.818359
	Iteration 6F: 3 clusters Score -1915244 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1915750.000000 Penalty: 4804.818359
	Iteration 7F: 3 clusters Score -1915750 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1916138.500000 Penalty: 4804.818359
	Iteration 8Q: 3 clusters Score -1916138 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1916419.750000 Penalty: 4804.818359
	Iteration 9Q: 3 clusters Score -1916420 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1916689.875000 Penalty: 4804.818359
	Iteration 10Q: 3 clusters Score -1916690 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1916928.750000 Penalty: 4804.818359
	Iteration 11Q: 3 clusters Score -1916929 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1917146.000000 Penalty: 4804.818359
	Iteration 12Q: 3 clusters Score -1917146 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1917345.250000 Penalty: 4804.818359
	Iteration 13Q: 3 clusters Score -1917345 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1917527.000000 Penalty: 4804.818359
	Iteration 14Q: 3 clusters Score -1917527 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1917666.500000 Penalty: 4804.818359
	Iteration 15Q: 3 clusters Score -1917666 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1917766.875000 Penalty: 4804.818359
	Iteration 16Q: 3 clusters Score -1917767 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1917830.000000 Penalty: 4804.818359
	Iteration 17Q: 3 clusters Score -1917830 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1917894.375000 Penalty: 4804.818359
	Iteration 18Q: 3 clusters Score -1917894 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1917934.750000 Penalty: 4804.818359
	Iteration 19Q: 3 clusters Score -1917935 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1917973.625000 Penalty: 4804.818359
	Iteration 20F: 3 clusters Score -1917974 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1918011.000000 Penalty: 4804.818359
	Iteration 21Q: 3 clusters Score -1918011 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1918048.625000 Penalty: 4804.818359
	Iteration 22Q: 3 clusters Score -1918049 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1918077.875000 Penalty: 4804.818359
	Iteration 23Q: 3 clusters Score -1918078 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1918117.875000 Penalty: 4804.818359
	Iteration 24Q: 3 clusters Score -1918118 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1918162.375000 Penalty: 4804.818359
	Iteration 25Q: 3 clusters Score -1918162 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1918197.375000 Penalty: 4804.818359
	Iteration 26Q: 3 clusters Score -1918197 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1918243.250000 Penalty: 4804.818359
	Iteration 27Q: 3 clusters Score -1918243 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1918291.625000 Penalty: 4804.818359
	Iteration 28Q: 3 clusters Score -1918292 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1918335.000000 Penalty: 4804.818359
	Iteration 29Q: 3 clusters Score -1918335 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1918378.125000 Penalty: 4804.818359
	Iteration 30Q: 3 clusters Score -1918378 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1918421.000000 Penalty: 4804.818359
	Iteration 31Q: 3 clusters Score -1918421 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1918454.625000 Penalty: 4804.818359
	Iteration 32Q: 3 clusters Score -1918455 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1918477.125000 Penalty: 4804.818359
	Iteration 33Q: 3 clusters Score -1918477 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1918511.625000 Penalty: 4804.818359
	Iteration 34Q: 3 clusters Score -1918512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1918533.875000 Penalty: 4804.818359
	Iteration 35Q: 3 clusters Score -1918534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1918561.250000 Penalty: 4804.818359
	Iteration 36Q: 3 clusters Score -1918561 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1918580.875000 Penalty: 4804.818359
	Iteration 37Q: 3 clusters Score -1918581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1918587.500000 Penalty: 4804.818359
	Iteration 38Q: 3 clusters Score -1918588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1918591.375000 Penalty: 4804.818359
	Iteration 39Q: 3 clusters Score -1918591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1918598.250000 Penalty: 4804.818359
	Iteration 40F: 3 clusters Score -1918598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1918603.250000 Penalty: 4804.818359
	Iteration 41Q: 3 clusters Score -1918603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1918608.000000 Penalty: 4804.818359
	Iteration 42Q: 3 clusters Score -1918608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1918620.875000 Penalty: 4804.818359
	Iteration 43Q: 3 clusters Score -1918621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1918626.875000 Penalty: 4804.818359
	Iteration 44Q: 3 clusters Score -1918627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1918631.625000 Penalty: 4804.818359
	Iteration 45Q: 3 clusters Score -1918632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1918635.875000 Penalty: 4804.818359
	Iteration 46Q: 3 clusters Score -1918636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1918637.625000 Penalty: 4804.818359
	Iteration 47Q: 3 clusters Score -1918638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1918638.625000 Penalty: 4804.818359
	Iteration 48Q: 3 clusters Score -1918639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1918643.750000 Penalty: 4804.818359
	Iteration 49Q: 3 clusters Score -1918644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1918644.125000 Penalty: 4804.818359
	Iteration 50Q: 3 clusters Score -1918644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1918640.875000 Penalty: 4804.818359
	Iteration 51Q: 3 clusters Score -1918641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1918642.875000 Penalty: 4804.818359
	Iteration 52Q: 3 clusters Score -1918643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1918642.875000 Penalty: 4804.818359
	Iteration 53Q: 3 clusters Score -1918643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1918645.375000 Penalty: 4804.818359
	Iteration 54Q: 3 clusters Score -1918645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1918646.875000 Penalty: 4804.818359
	Iteration 55Q: 3 clusters Score -1918647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1918643.625000 Penalty: 4804.818359
	Iteration 56Q: 3 clusters Score -1918644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1918643.625000 Penalty: 4804.818359
	Iteration 57F: 3 clusters Score -1918644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Entering Unmasked Estep 
Score: -1003114.875000 Penalty: 2226.457520
	Iteration 0F: 2 clusters Score -1003115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -996728.375000 Penalty: 4452.915039
	Iteration 0F: 3 clusters Score -996728.4 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -998391.437500 Penalty: 4452.915039
	Iteration 1F: 3 clusters Score -998391.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -998628.812500 Penalty: 4452.915039
	Iteration 2F: 3 clusters Score -998628.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -998816.750000 Penalty: 4452.915039
	Iteration 3F: 3 clusters Score -998816.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -998992.812500 Penalty: 4452.915039
	Iteration 4Q: 3 clusters Score -998992.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -999171.062500 Penalty: 4452.915039
	Iteration 5Q: 3 clusters Score -999171.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -999368.125000 Penalty: 4452.915039
	Iteration 6Q: 3 clusters Score -999368.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -999573.687500 Penalty: 4452.915039
	Iteration 7Q: 3 clusters Score -999573.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -999793.750000 Penalty: 4452.915039
	Iteration 8Q: 3 clusters Score -999793.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1000044.750000 Penalty: 4452.915039
	Iteration 9Q: 3 clusters Score -1000045 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1000332.250000 Penalty: 4452.915039
	Iteration 10Q: 3 clusters Score -1000332 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1000553.187500 Penalty: 4452.915039
	Iteration 11Q: 3 clusters Score -1000553 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1000731.750000 Penalty: 4452.915039
	Iteration 12Q: 3 clusters Score -1000732 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1000862.375000 Penalty: 4452.915039
	Iteration 13Q: 3 clusters Score -1000862 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1000956.625000 Penalty: 4452.915039
	Iteration 14Q: 3 clusters Score -1000957 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1001035.000000 Penalty: 4452.915039
	Iteration 15Q: 3 clusters Score -1001035 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1001087.500000 Penalty: 4452.915039
	Iteration 16Q: 3 clusters Score -1001088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1001125.187500 Penalty: 4452.915039
	Iteration 17Q: 3 clusters Score -1001125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1001159.000000 Penalty: 4452.915039
	Iteration 18Q: 3 clusters Score -1001159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1001178.125000 Penalty: 4452.915039
	Iteration 19Q: 3 clusters Score -1001178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1001195.375000 Penalty: 4452.915039
	Iteration 20F: 3 clusters Score -1001195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1001205.312500 Penalty: 4452.915039
	Iteration 21Q: 3 clusters Score -1001205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1001208.875000 Penalty: 4452.915039
	Iteration 22Q: 3 clusters Score -1001209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1001213.312500 Penalty: 4452.915039
	Iteration 23Q: 3 clusters Score -1001213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1001215.562500 Penalty: 4452.915039
	Iteration 24Q: 3 clusters Score -1001216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1001219.000000 Penalty: 4452.915039
	Iteration 25Q: 3 clusters Score -1001219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1001218.312500 Penalty: 4452.915039
	Iteration 26Q: 3 clusters Score -1001218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1001220.812500 Penalty: 4452.915039
	Iteration 27Q: 3 clusters Score -1001221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1001223.687500 Penalty: 4452.915039
	Iteration 28Q: 3 clusters Score -1001224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1001225.250000 Penalty: 4452.915039
	Iteration 29Q: 3 clusters Score -1001225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1001226.812500 Penalty: 4452.915039
	Iteration 30Q: 3 clusters Score -1001227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1001227.187500 Penalty: 4452.915039
	Iteration 31Q: 3 clusters Score -1001227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1001228.250000 Penalty: 4452.915039
	Iteration 32Q: 3 clusters Score -1001228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1001229.812500 Penalty: 4452.915039
	Iteration 33Q: 3 clusters Score -1001230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1001231.437500 Penalty: 4452.915039
	Iteration 34Q: 3 clusters Score -1001231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1001231.625000 Penalty: 4452.915039
	Iteration 35Q: 3 clusters Score -1001232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1001232.000000 Penalty: 4452.915039
	Iteration 36Q: 3 clusters Score -1001232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1001232.000000 Penalty: 4452.915039
	Iteration 37F: 3 clusters Score -1001232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Entering Unmasked Estep 
Score: -1632769.250000 Penalty: 2346.391357
	Iteration 0F: 2 clusters Score -1632769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1623394.375000 Penalty: 4692.782715
	Iteration 0F: 3 clusters Score -1623394 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1626332.250000 Penalty: 4692.782715
	Iteration 1F: 3 clusters Score -1626332 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1626929.000000 Penalty: 4692.782715
	Iteration 2F: 3 clusters Score -1626929 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1627647.500000 Penalty: 4692.782715
	Iteration 3F: 3 clusters Score -1627648 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1628398.625000 Penalty: 4692.782715
	Iteration 4F: 3 clusters Score -1628399 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1629049.875000 Penalty: 4692.782715
	Iteration 5F: 3 clusters Score -1629050 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1629533.375000 Penalty: 4692.782715
	Iteration 6F: 3 clusters Score -1629533 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1629838.875000 Penalty: 4692.782715
	Iteration 7Q: 3 clusters Score -1629839 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1630049.000000 Penalty: 4692.782715
	Iteration 8Q: 3 clusters Score -1630049 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1630200.000000 Penalty: 4692.782715
	Iteration 9Q: 3 clusters Score -1630200 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1630297.875000 Penalty: 4692.782715
	Iteration 10Q: 3 clusters Score -1630298 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1630378.125000 Penalty: 4692.782715
	Iteration 11Q: 3 clusters Score -1630378 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1630444.625000 Penalty: 4692.782715
	Iteration 12Q: 3 clusters Score -1630445 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1630527.625000 Penalty: 4692.782715
	Iteration 13Q: 3 clusters Score -1630528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1630592.875000 Penalty: 4692.782715
	Iteration 14Q: 3 clusters Score -1630593 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1630651.625000 Penalty: 4692.782715
	Iteration 15Q: 3 clusters Score -1630652 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1630708.500000 Penalty: 4692.782715
	Iteration 16Q: 3 clusters Score -1630708 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1630750.625000 Penalty: 4692.782715
	Iteration 17Q: 3 clusters Score -1630751 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1630779.375000 Penalty: 4692.782715
	Iteration 18Q: 3 clusters Score -1630779 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1630800.125000 Penalty: 4692.782715
	Iteration 19Q: 3 clusters Score -1630800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1630830.750000 Penalty: 4692.782715
	Iteration 20F: 3 clusters Score -1630831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1630856.625000 Penalty: 4692.782715
	Iteration 21Q: 3 clusters Score -1630857 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1630883.375000 Penalty: 4692.782715
	Iteration 22Q: 3 clusters Score -1630883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1630906.875000 Penalty: 4692.782715
	Iteration 23Q: 3 clusters Score -1630907 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1630922.000000 Penalty: 4692.782715
	Iteration 24Q: 3 clusters Score -1630922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1630942.875000 Penalty: 4692.782715
	Iteration 25Q: 3 clusters Score -1630943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1630967.000000 Penalty: 4692.782715
	Iteration 26Q: 3 clusters Score -1630967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1630974.250000 Penalty: 4692.782715
	Iteration 27Q: 3 clusters Score -1630974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1630987.625000 Penalty: 4692.782715
	Iteration 28Q: 3 clusters Score -1630988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1630994.625000 Penalty: 4692.782715
	Iteration 29Q: 3 clusters Score -1630995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1630996.125000 Penalty: 4692.782715
	Iteration 30Q: 3 clusters Score -1630996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1630999.500000 Penalty: 4692.782715
	Iteration 31Q: 3 clusters Score -1631000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1631000.375000 Penalty: 4692.782715
	Iteration 32Q: 3 clusters Score -1631000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1631005.250000 Penalty: 4692.782715
	Iteration 33Q: 3 clusters Score -1631005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1631005.125000 Penalty: 4692.782715
	Iteration 34Q: 3 clusters Score -1631005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1631007.875000 Penalty: 4692.782715
	Iteration 35Q: 3 clusters Score -1631008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1631013.875000 Penalty: 4692.782715
	Iteration 36Q: 3 clusters Score -1631014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1631010.500000 Penalty: 4692.782715
	Iteration 37Q: 3 clusters Score -1631010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1631018.000000 Penalty: 4692.782715
	Iteration 38Q: 3 clusters Score -1631018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1631015.375000 Penalty: 4692.782715
	Iteration 39Q: 3 clusters Score -1631015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1631016.625000 Penalty: 4692.782715
	Iteration 40F: 3 clusters Score -1631017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1631017.375000 Penalty: 4692.782715
	Iteration 41Q: 3 clusters Score -1631017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1631019.375000 Penalty: 4692.782715
	Iteration 42Q: 3 clusters Score -1631019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1631019.375000 Penalty: 4692.782715
	Iteration 43Q: 3 clusters Score -1631019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1631018.625000 Penalty: 4692.782715
	Iteration 44Q: 3 clusters Score -1631019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1631019.625000 Penalty: 4692.782715
	Iteration 45Q: 3 clusters Score -1631020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1631022.375000 Penalty: 4692.782715
	Iteration 46Q: 3 clusters Score -1631022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1631021.000000 Penalty: 4692.782715
	Iteration 47Q: 3 clusters Score -1631021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1631021.000000 Penalty: 4692.782715
	Iteration 48F: 3 clusters Score -1631021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (80521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Entering Unmasked Estep 
Score: -10400899.000000 Penalty: 2801.475830
	Iteration 0F: 2 clusters Score -1.04009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -10347115.000000 Penalty: 5602.951660
	Iteration 0F: 3 clusters Score -1.034712e+07 nChanged 37538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -10368416.000000 Penalty: 5602.951660
	Iteration 1F: 3 clusters Score -1.036842e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -10369103.000000 Penalty: 5602.951660
	Iteration 2Q: 3 clusters Score -1.03691e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -10369710.000000 Penalty: 5602.951660
	Iteration 3Q: 3 clusters Score -1.036971e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -10370512.000000 Penalty: 5602.951660
	Iteration 4Q: 3 clusters Score -1.037051e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -10371361.000000 Penalty: 5602.951660
	Iteration 5Q: 3 clusters Score -1.037136e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -10372277.000000 Penalty: 5602.951660
	Iteration 6Q: 3 clusters Score -1.037228e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -10373440.000000 Penalty: 5602.951660
	Iteration 7Q: 3 clusters Score -1.037344e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -10374592.000000 Penalty: 5602.951660
	Iteration 8Q: 3 clusters Score -1.037459e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -10376113.000000 Penalty: 5602.951660
	Iteration 9Q: 3 clusters Score -1.037611e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -10377778.000000 Penalty: 5602.951660
	Iteration 10Q: 3 clusters Score -1.037778e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -10379829.000000 Penalty: 5602.951660
	Iteration 11Q: 3 clusters Score -1.037983e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -10382203.000000 Penalty: 5602.951660
	Iteration 12F: 3 clusters Score -1.03822e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -10384788.000000 Penalty: 5602.951660
	Iteration 13F: 3 clusters Score -1.038479e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -10387391.000000 Penalty: 5602.951660
	Iteration 14F: 3 clusters Score -1.038739e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -10390150.000000 Penalty: 5602.951660
	Iteration 15Q: 3 clusters Score -1.039015e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 71085 members 
Entering Unmasked Estep 
Score: -10392515.000000 Penalty: 5602.951660
	Iteration 16Q: 3 clusters Score -1.039252e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -10394528.000000 Penalty: 5602.951660
	Iteration 17Q: 3 clusters Score -1.039453e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -10395838.000000 Penalty: 5602.951660
	Iteration 18Q: 3 clusters Score -1.039584e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -10396760.000000 Penalty: 5602.951660
	Iteration 19Q: 3 clusters Score -1.039676e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
Score: -10397416.000000 Penalty: 5602.951660
	Iteration 20F: 3 clusters Score -1.039742e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -10397789.000000 Penalty: 5602.951660
	Iteration 21Q: 3 clusters Score -1.039779e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -10398054.000000 Penalty: 5602.951660
	Iteration 22Q: 3 clusters Score -1.039805e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -10398170.000000 Penalty: 5602.951660
	Iteration 23Q: 3 clusters Score -1.039817e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -10398245.000000 Penalty: 5602.951660
	Iteration 24Q: 3 clusters Score -1.039824e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
Score: -10398311.000000 Penalty: 5602.951660
	Iteration 25Q: 3 clusters Score -1.039831e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -10398365.000000 Penalty: 5602.951660
	Iteration 26Q: 3 clusters Score -1.039836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -10398400.000000 Penalty: 5602.951660
	Iteration 27Q: 3 clusters Score -1.03984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -10398428.000000 Penalty: 5602.951660
	Iteration 28Q: 3 clusters Score -1.039843e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -10398429.000000 Penalty: 5602.951660
	Iteration 29Q: 3 clusters Score -1.039843e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 79833 members 
Entering Unmasked Estep 
Score: -10398439.000000 Penalty: 5602.951660
	Iteration 30Q: 3 clusters Score -1.039844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 79849 members 
Entering Unmasked Estep 
Score: -10398445.000000 Penalty: 5602.951660
	Iteration 31Q: 3 clusters Score -1.039844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -10398474.000000 Penalty: 5602.951660
	Iteration 32Q: 3 clusters Score -1.039847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -10398481.000000 Penalty: 5602.951660
	Iteration 33Q: 3 clusters Score -1.039848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -10398490.000000 Penalty: 5602.951660
	Iteration 34Q: 3 clusters Score -1.039849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 79900 members 
Entering Unmasked Estep 
Score: -10398497.000000 Penalty: 5602.951660
	Iteration 35Q: 3 clusters Score -1.03985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -10398489.000000 Penalty: 5602.951660
	Iteration 36Q: 3 clusters Score -1.039849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 79913 members 
Entering Unmasked Estep 
Score: -10398496.000000 Penalty: 5602.951660
	Iteration 37Q: 3 clusters Score -1.03985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -10398504.000000 Penalty: 5602.951660
	Iteration 38Q: 3 clusters Score -1.03985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -10398499.000000 Penalty: 5602.951660
	Iteration 39Q: 3 clusters Score -1.03985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -10398502.000000 Penalty: 5602.951660
	Iteration 40F: 3 clusters Score -1.03985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 79914 members 
Entering Unmasked Estep 
Score: -10398504.000000 Penalty: 5602.951660
	Iteration 41Q: 3 clusters Score -1.03985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -10398501.000000 Penalty: 5602.951660
	Iteration 42Q: 3 clusters Score -1.03985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 79918 members 
Entering Unmasked Estep 
Score: -10398507.000000 Penalty: 5602.951660
	Iteration 43Q: 3 clusters Score -1.039851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -10398508.000000 Penalty: 5602.951660
	Iteration 44Q: 3 clusters Score -1.039851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 79920 members 
Entering Unmasked Estep 
Score: -10398505.000000 Penalty: 5602.951660
	Iteration 45Q: 3 clusters Score -1.03985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -10398506.000000 Penalty: 5602.951660
	Iteration 46Q: 3 clusters Score -1.039851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -10398511.000000 Penalty: 5602.951660
	Iteration 47Q: 3 clusters Score -1.039851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 79925 members 
Entering Unmasked Estep 
Score: -10398520.000000 Penalty: 5602.951660
	Iteration 48Q: 3 clusters Score -1.039852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 79925 members 
Entering Unmasked Estep 
Score: -10398520.000000 Penalty: 5602.951660
	Iteration 49F: 3 clusters Score -1.039852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -118202.406250 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -118202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116356.609375 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -116356.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -116866.890625 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -116866.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -117189.304688 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -117189.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -117442.664062 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -117442.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -117811.031250 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -117811 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -118069.578125 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -118069.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -118261.429688 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -118261.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -118340.812500 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -118340.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -118418.343750 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -118418.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -118520.171875 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -118520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -118526.492188 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -118526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -118529.695312 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -118529.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -118529.695312 Penalty: 3448.553467
	Iteration 12F: 3 clusters Score -118529.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 13399 members 
Mstep: Class 3 contains 100992 members 
Mstep: Class 4 contains 281409 members 
Mstep: Class 5 contains 34819 members 
Mstep: Class 6 contains 7491 members 
Mstep: Class 7 contains 151288 members 
Mstep: Class 8 contains 55738 members 
Mstep: Class 9 contains 3271 members 
Mstep: Class 10 contains 44455 members 
Mstep: Class 11 contains 131324 members 
Mstep: Class 12 contains 100800 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 9111 members 
Mstep: Class 17 contains 31992 members 
Mstep: Class 18 contains 7718 members 
Mstep: Class 19 contains 58953 members 
Mstep: Class 20 contains 52320 members 
Mstep: Class 21 contains 19934 members 
Mstep: Class 22 contains 8035 members 
Mstep: Class 23 contains 4151 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16109 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12852 members 
Mstep: Class 28 contains 80521 members 
Mstep: Class 29 contains 283 members 
Mstep: Class 30 contains 1504 members 
Mstep: Class 31 contains 763 members 
Entering Unmasked Estep 
Score: -157735520.000000 Penalty: 108024.484375
Splitting cluster 29 changes total score from -157736752.000000 to -157735520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -180302.656250 Penalty: 1814.339111
	Iteration 0F: 2 clusters Score -180302.7 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 726 members 
Entering Unmasked Estep 
Score: -178011.781250 Penalty: 3628.678223
	Iteration 0F: 3 clusters Score -178011.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -178468.031250 Penalty: 3628.678223
	Iteration 1F: 3 clusters Score -178468 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -178653.671875 Penalty: 3628.678223
	Iteration 2F: 3 clusters Score -178653.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -178849.406250 Penalty: 3628.678223
	Iteration 3F: 3 clusters Score -178849.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -179077.640625 Penalty: 3628.678223
	Iteration 4F: 3 clusters Score -179077.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -179318.609375 Penalty: 3628.678223
	Iteration 5F: 3 clusters Score -179318.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -179478.828125 Penalty: 3628.678223
	Iteration 6Q: 3 clusters Score -179478.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -179543.406250 Penalty: 3628.678223
	Iteration 7Q: 3 clusters Score -179543.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -179603.625000 Penalty: 3628.678223
	Iteration 8Q: 3 clusters Score -179603.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -179643.593750 Penalty: 3628.678223
	Iteration 9Q: 3 clusters Score -179643.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -179670.562500 Penalty: 3628.678223
	Iteration 10Q: 3 clusters Score -179670.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -179694.562500 Penalty: 3628.678223
	Iteration 11Q: 3 clusters Score -179694.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -179719.234375 Penalty: 3628.678223
	Iteration 12Q: 3 clusters Score -179719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -179736.406250 Penalty: 3628.678223
	Iteration 13Q: 3 clusters Score -179736.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -179755.703125 Penalty: 3628.678223
	Iteration 14Q: 3 clusters Score -179755.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -179770.531250 Penalty: 3628.678223
	Iteration 15Q: 3 clusters Score -179770.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -179790.031250 Penalty: 3628.678223
	Iteration 16Q: 3 clusters Score -179790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -179810.718750 Penalty: 3628.678223
	Iteration 17Q: 3 clusters Score -179810.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -179818.265625 Penalty: 3628.678223
	Iteration 18Q: 3 clusters Score -179818.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -179826.921875 Penalty: 3628.678223
	Iteration 19Q: 3 clusters Score -179826.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -179835.265625 Penalty: 3628.678223
	Iteration 20F: 3 clusters Score -179835.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -179850.062500 Penalty: 3628.678223
	Iteration 21Q: 3 clusters Score -179850.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -179856.343750 Penalty: 3628.678223
	Iteration 22Q: 3 clusters Score -179856.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -179862.890625 Penalty: 3628.678223
	Iteration 23Q: 3 clusters Score -179862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -179865.765625 Penalty: 3628.678223
	Iteration 24Q: 3 clusters Score -179865.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -179866.906250 Penalty: 3628.678223
	Iteration 25Q: 3 clusters Score -179866.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -179868.218750 Penalty: 3628.678223
	Iteration 26Q: 3 clusters Score -179868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -179870.578125 Penalty: 3628.678223
	Iteration 27Q: 3 clusters Score -179870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -179874.687500 Penalty: 3628.678223
	Iteration 28Q: 3 clusters Score -179874.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -179877.906250 Penalty: 3628.678223
	Iteration 29Q: 3 clusters Score -179877.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -179878.625000 Penalty: 3628.678223
	Iteration 30Q: 3 clusters Score -179878.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -179879.687500 Penalty: 3628.678223
	Iteration 31Q: 3 clusters Score -179879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -179881.937500 Penalty: 3628.678223
	Iteration 32Q: 3 clusters Score -179881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -179881.937500 Penalty: 3628.678223
	Iteration 33F: 3 clusters Score -179881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 13399 members 
Mstep: Class 3 contains 100992 members 
Mstep: Class 4 contains 281409 members 
Mstep: Class 5 contains 34819 members 
Mstep: Class 6 contains 7491 members 
Mstep: Class 7 contains 151288 members 
Mstep: Class 8 contains 55738 members 
Mstep: Class 9 contains 3271 members 
Mstep: Class 10 contains 44455 members 
Mstep: Class 11 contains 131324 members 
Mstep: Class 12 contains 100800 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 9111 members 
Mstep: Class 17 contains 31992 members 
Mstep: Class 18 contains 7718 members 
Mstep: Class 19 contains 58953 members 
Mstep: Class 20 contains 52320 members 
Mstep: Class 21 contains 19934 members 
Mstep: Class 22 contains 8035 members 
Mstep: Class 23 contains 4151 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16109 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12852 members 
Mstep: Class 28 contains 80521 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736944.000000 Penalty: 104539.820312
Iteration 119Q: 31 clusters Score -1.577369e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 13398 members 
Mstep: Class 3 contains 100966 members 
Mstep: Class 4 contains 281641 members 
Mstep: Class 5 contains 34842 members 
Mstep: Class 6 contains 7485 members 
Mstep: Class 7 contains 151294 members 
Mstep: Class 8 contains 55773 members 
Mstep: Class 9 contains 3273 members 
Mstep: Class 10 contains 44448 members 
Mstep: Class 11 contains 131028 members 
Mstep: Class 12 contains 100814 members 
Mstep: Class 13 contains 15822 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 9111 members 
Mstep: Class 17 contains 31968 members 
Mstep: Class 18 contains 7728 members 
Mstep: Class 19 contains 58975 members 
Mstep: Class 20 contains 52319 members 
Mstep: Class 21 contains 19929 members 
Mstep: Class 22 contains 8033 members 
Mstep: Class 23 contains 4152 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 16065 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12856 members 
Mstep: Class 28 contains 80525 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736848.000000 Penalty: 104539.820312
Iteration 120F: 31 clusters Score -1.577368e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 13398 members 
Mstep: Class 3 contains 100964 members 
Mstep: Class 4 contains 281877 members 
Mstep: Class 5 contains 34860 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 151289 members 
Mstep: Class 8 contains 55798 members 
Mstep: Class 9 contains 3283 members 
Mstep: Class 10 contains 44445 members 
Mstep: Class 11 contains 130721 members 
Mstep: Class 12 contains 100828 members 
Mstep: Class 13 contains 15847 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 16 contains 9111 members 
Mstep: Class 17 contains 31941 members 
Mstep: Class 18 contains 7730 members 
Mstep: Class 19 contains 59008 members 
Mstep: Class 20 contains 52315 members 
Mstep: Class 21 contains 19925 members 
Mstep: Class 22 contains 8027 members 
Mstep: Class 23 contains 4153 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 15994 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12861 members 
Mstep: Class 28 contains 80523 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737104.000000 Penalty: 104539.820312
Iteration 121Q: 31 clusters Score -1.577371e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 13398 members 
Mstep: Class 3 contains 100957 members 
Mstep: Class 4 contains 282151 members 
Mstep: Class 5 contains 34868 members 
Mstep: Class 6 contains 7474 members 
Mstep: Class 7 contains 151278 members 
Mstep: Class 8 contains 55833 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 44442 members 
Mstep: Class 11 contains 130381 members 
Mstep: Class 12 contains 100844 members 
Mstep: Class 13 contains 15860 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 9111 members 
Mstep: Class 17 contains 31915 members 
Mstep: Class 18 contains 7740 members 
Mstep: Class 19 contains 59046 members 
Mstep: Class 20 contains 52314 members 
Mstep: Class 21 contains 19920 members 
Mstep: Class 22 contains 8023 members 
Mstep: Class 23 contains 4154 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 15912 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12865 members 
Mstep: Class 28 contains 80520 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736832.000000 Penalty: 104539.820312
Iteration 122Q: 31 clusters Score -1.577368e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 13398 members 
Mstep: Class 3 contains 100958 members 
Mstep: Class 4 contains 282346 members 
Mstep: Class 5 contains 34887 members 
Mstep: Class 6 contains 7475 members 
Mstep: Class 7 contains 151270 members 
Mstep: Class 8 contains 55845 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 44444 members 
Mstep: Class 11 contains 130118 members 
Mstep: Class 12 contains 100864 members 
Mstep: Class 13 contains 15855 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 9111 members 
Mstep: Class 17 contains 31897 members 
Mstep: Class 18 contains 7748 members 
Mstep: Class 19 contains 59079 members 
Mstep: Class 20 contains 52313 members 
Mstep: Class 21 contains 19911 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 15812 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12871 members 
Mstep: Class 28 contains 80527 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737040.000000 Penalty: 104539.820312
Iteration 123Q: 31 clusters Score -1.57737e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 13398 members 
Mstep: Class 3 contains 100956 members 
Mstep: Class 4 contains 282544 members 
Mstep: Class 5 contains 34907 members 
Mstep: Class 6 contains 7487 members 
Mstep: Class 7 contains 151268 members 
Mstep: Class 8 contains 55863 members 
Mstep: Class 9 contains 3320 members 
Mstep: Class 10 contains 44440 members 
Mstep: Class 11 contains 129850 members 
Mstep: Class 12 contains 100877 members 
Mstep: Class 13 contains 15858 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 9110 members 
Mstep: Class 17 contains 31878 members 
Mstep: Class 18 contains 7762 members 
Mstep: Class 19 contains 59105 members 
Mstep: Class 20 contains 52311 members 
Mstep: Class 21 contains 19900 members 
Mstep: Class 22 contains 8013 members 
Mstep: Class 23 contains 4157 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 15705 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12877 members 
Mstep: Class 28 contains 80540 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736800.000000 Penalty: 104539.820312
Iteration 124Q: 31 clusters Score -1.577368e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 13398 members 
Mstep: Class 3 contains 100941 members 
Mstep: Class 4 contains 282769 members 
Mstep: Class 5 contains 34928 members 
Mstep: Class 6 contains 7496 members 
Mstep: Class 7 contains 151269 members 
Mstep: Class 8 contains 55874 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 44431 members 
Mstep: Class 11 contains 129569 members 
Mstep: Class 12 contains 100891 members 
Mstep: Class 13 contains 15868 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3116 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 17 contains 31861 members 
Mstep: Class 18 contains 7772 members 
Mstep: Class 19 contains 59120 members 
Mstep: Class 20 contains 52310 members 
Mstep: Class 21 contains 19889 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 4157 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 15608 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12884 members 
Mstep: Class 28 contains 80548 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737072.000000 Penalty: 104539.820312
Iteration 125Q: 31 clusters Score -1.577371e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 13397 members 
Mstep: Class 3 contains 100932 members 
Mstep: Class 4 contains 282978 members 
Mstep: Class 5 contains 34948 members 
Mstep: Class 6 contains 7514 members 
Mstep: Class 7 contains 151273 members 
Mstep: Class 8 contains 55895 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 44424 members 
Mstep: Class 11 contains 129300 members 
Mstep: Class 12 contains 100913 members 
Mstep: Class 13 contains 15868 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3202 members 
Mstep: Class 16 contains 9112 members 
Mstep: Class 17 contains 31847 members 
Mstep: Class 18 contains 7780 members 
Mstep: Class 19 contains 59129 members 
Mstep: Class 20 contains 52310 members 
Mstep: Class 21 contains 19882 members 
Mstep: Class 22 contains 7994 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 15512 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12892 members 
Mstep: Class 28 contains 80552 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737056.000000 Penalty: 104539.820312
Iteration 126Q: 31 clusters Score -1.577371e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 13395 members 
Mstep: Class 3 contains 100914 members 
Mstep: Class 4 contains 283163 members 
Mstep: Class 5 contains 34973 members 
Mstep: Class 6 contains 7524 members 
Mstep: Class 7 contains 151271 members 
Mstep: Class 8 contains 55913 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 44424 members 
Mstep: Class 11 contains 129065 members 
Mstep: Class 12 contains 100930 members 
Mstep: Class 13 contains 15868 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3298 members 
Mstep: Class 16 contains 9111 members 
Mstep: Class 17 contains 31828 members 
Mstep: Class 18 contains 7800 members 
Mstep: Class 19 contains 59134 members 
Mstep: Class 20 contains 52310 members 
Mstep: Class 21 contains 19876 members 
Mstep: Class 22 contains 7973 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 15418 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12899 members 
Mstep: Class 28 contains 80558 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737280.000000 Penalty: 104539.820312
Iteration 127Q: 31 clusters Score -1.577373e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13393 members 
Mstep: Class 3 contains 100907 members 
Mstep: Class 4 contains 283332 members 
Mstep: Class 5 contains 35007 members 
Mstep: Class 6 contains 7516 members 
Mstep: Class 7 contains 151259 members 
Mstep: Class 8 contains 55932 members 
Mstep: Class 9 contains 3338 members 
Mstep: Class 10 contains 44422 members 
Mstep: Class 11 contains 128855 members 
Mstep: Class 12 contains 100944 members 
Mstep: Class 13 contains 15876 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3373 members 
Mstep: Class 16 contains 9110 members 
Mstep: Class 17 contains 31807 members 
Mstep: Class 18 contains 7817 members 
Mstep: Class 19 contains 59134 members 
Mstep: Class 20 contains 52309 members 
Mstep: Class 21 contains 19879 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 15335 members 
Mstep: Class 26 contains 7925 members 
Mstep: Class 27 contains 12906 members 
Mstep: Class 28 contains 80555 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737360.000000 Penalty: 104539.820312
Iteration 128Q: 31 clusters Score -1.577374e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13392 members 
Mstep: Class 3 contains 100900 members 
Mstep: Class 4 contains 283468 members 
Mstep: Class 5 contains 35018 members 
Mstep: Class 6 contains 7516 members 
Mstep: Class 7 contains 151260 members 
Mstep: Class 8 contains 55953 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 44415 members 
Mstep: Class 11 contains 128673 members 
Mstep: Class 12 contains 100960 members 
Mstep: Class 13 contains 15878 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 31795 members 
Mstep: Class 18 contains 7834 members 
Mstep: Class 19 contains 59150 members 
Mstep: Class 20 contains 52307 members 
Mstep: Class 21 contains 19880 members 
Mstep: Class 22 contains 7950 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 7925 members 
Mstep: Class 27 contains 12910 members 
Mstep: Class 28 contains 80561 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737648.000000 Penalty: 104539.820312
Iteration 129Q: 31 clusters Score -1.577376e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13392 members 
Mstep: Class 3 contains 100909 members 
Mstep: Class 4 contains 283590 members 
Mstep: Class 5 contains 35037 members 
Mstep: Class 6 contains 7513 members 
Mstep: Class 7 contains 151261 members 
Mstep: Class 8 contains 55963 members 
Mstep: Class 9 contains 3349 members 
Mstep: Class 10 contains 44414 members 
Mstep: Class 11 contains 128494 members 
Mstep: Class 12 contains 100979 members 
Mstep: Class 13 contains 15878 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3542 members 
Mstep: Class 16 contains 9106 members 
Mstep: Class 17 contains 31786 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 59162 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19878 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 15126 members 
Mstep: Class 26 contains 7925 members 
Mstep: Class 27 contains 12912 members 
Mstep: Class 28 contains 80571 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737616.000000 Penalty: 104539.820312
Iteration 130Q: 31 clusters Score -1.577376e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 13391 members 
Mstep: Class 3 contains 100912 members 
Mstep: Class 4 contains 283726 members 
Mstep: Class 5 contains 35057 members 
Mstep: Class 6 contains 7517 members 
Mstep: Class 7 contains 151253 members 
Mstep: Class 8 contains 55984 members 
Mstep: Class 9 contains 3351 members 
Mstep: Class 10 contains 44411 members 
Mstep: Class 11 contains 128324 members 
Mstep: Class 12 contains 100989 members 
Mstep: Class 13 contains 15882 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 9104 members 
Mstep: Class 17 contains 31776 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 59172 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19871 members 
Mstep: Class 22 contains 7931 members 
Mstep: Class 23 contains 4167 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 15008 members 
Mstep: Class 26 contains 7925 members 
Mstep: Class 27 contains 12914 members 
Mstep: Class 28 contains 80573 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737632.000000 Penalty: 104539.820312
Iteration 131Q: 31 clusters Score -1.577376e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 13390 members 
Mstep: Class 3 contains 100911 members 
Mstep: Class 4 contains 283829 members 
Mstep: Class 5 contains 35067 members 
Mstep: Class 6 contains 7528 members 
Mstep: Class 7 contains 151260 members 
Mstep: Class 8 contains 55999 members 
Mstep: Class 9 contains 3351 members 
Mstep: Class 10 contains 44417 members 
Mstep: Class 11 contains 128169 members 
Mstep: Class 12 contains 101010 members 
Mstep: Class 13 contains 15895 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3727 members 
Mstep: Class 16 contains 9102 members 
Mstep: Class 17 contains 31751 members 
Mstep: Class 18 contains 7891 members 
Mstep: Class 19 contains 59193 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19863 members 
Mstep: Class 22 contains 7929 members 
Mstep: Class 23 contains 4167 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14879 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12914 members 
Mstep: Class 28 contains 80574 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737456.000000 Penalty: 104539.820312
Iteration 132Q: 31 clusters Score -1.577375e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13390 members 
Mstep: Class 3 contains 100897 members 
Mstep: Class 4 contains 283942 members 
Mstep: Class 5 contains 35081 members 
Mstep: Class 6 contains 7538 members 
Mstep: Class 7 contains 151262 members 
Mstep: Class 8 contains 56005 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 44414 members 
Mstep: Class 11 contains 128023 members 
Mstep: Class 12 contains 101018 members 
Mstep: Class 13 contains 15912 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3805 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 31736 members 
Mstep: Class 18 contains 7914 members 
Mstep: Class 19 contains 59203 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19858 members 
Mstep: Class 22 contains 7931 members 
Mstep: Class 23 contains 4167 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14776 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12914 members 
Mstep: Class 28 contains 80579 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737440.000000 Penalty: 104539.820312
Iteration 133Q: 31 clusters Score -1.577374e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13389 members 
Mstep: Class 3 contains 100888 members 
Mstep: Class 4 contains 284059 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 7549 members 
Mstep: Class 7 contains 151263 members 
Mstep: Class 8 contains 56005 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 44415 members 
Mstep: Class 11 contains 127880 members 
Mstep: Class 12 contains 101033 members 
Mstep: Class 13 contains 15922 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 9099 members 
Mstep: Class 17 contains 31724 members 
Mstep: Class 18 contains 7933 members 
Mstep: Class 19 contains 59200 members 
Mstep: Class 20 contains 52305 members 
Mstep: Class 21 contains 19852 members 
Mstep: Class 22 contains 7927 members 
Mstep: Class 23 contains 4169 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 7928 members 
Mstep: Class 27 contains 12914 members 
Mstep: Class 28 contains 80583 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 134Q: 31 clusters Score -1.577373e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13390 members 
Mstep: Class 3 contains 100888 members 
Mstep: Class 4 contains 284182 members 
Mstep: Class 5 contains 35115 members 
Mstep: Class 6 contains 7562 members 
Mstep: Class 7 contains 151257 members 
Mstep: Class 8 contains 56012 members 
Mstep: Class 9 contains 3359 members 
Mstep: Class 10 contains 44419 members 
Mstep: Class 11 contains 127745 members 
Mstep: Class 12 contains 101045 members 
Mstep: Class 13 contains 15923 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3898 members 
Mstep: Class 16 contains 9099 members 
Mstep: Class 17 contains 31718 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 59184 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19847 members 
Mstep: Class 22 contains 7923 members 
Mstep: Class 23 contains 4171 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14636 members 
Mstep: Class 26 contains 7928 members 
Mstep: Class 27 contains 12915 members 
Mstep: Class 28 contains 80589 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 135Q: 31 clusters Score -1.577374e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13390 members 
Mstep: Class 3 contains 100894 members 
Mstep: Class 4 contains 284305 members 
Mstep: Class 5 contains 35129 members 
Mstep: Class 6 contains 7566 members 
Mstep: Class 7 contains 151257 members 
Mstep: Class 8 contains 56030 members 
Mstep: Class 9 contains 3359 members 
Mstep: Class 10 contains 44419 members 
Mstep: Class 11 contains 127597 members 
Mstep: Class 12 contains 101047 members 
Mstep: Class 13 contains 15935 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3923 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 31711 members 
Mstep: Class 18 contains 7961 members 
Mstep: Class 19 contains 59186 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19848 members 
Mstep: Class 22 contains 7912 members 
Mstep: Class 23 contains 4171 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14582 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12921 members 
Mstep: Class 28 contains 80581 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 31 clusters Score -1.577373e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 13390 members 
Mstep: Class 3 contains 100903 members 
Mstep: Class 4 contains 284432 members 
Mstep: Class 5 contains 35142 members 
Mstep: Class 6 contains 7574 members 
Mstep: Class 7 contains 151252 members 
Mstep: Class 8 contains 56052 members 
Mstep: Class 9 contains 3363 members 
Mstep: Class 10 contains 44418 members 
Mstep: Class 11 contains 127438 members 
Mstep: Class 12 contains 101052 members 
Mstep: Class 13 contains 15936 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3951 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 31703 members 
Mstep: Class 18 contains 7970 members 
Mstep: Class 19 contains 59198 members 
Mstep: Class 20 contains 52304 members 
Mstep: Class 21 contains 19849 members 
Mstep: Class 22 contains 7911 members 
Mstep: Class 23 contains 4171 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14514 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12920 members 
Mstep: Class 28 contains 80585 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 31 clusters Score -1.577373e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13387 members 
Mstep: Class 3 contains 100921 members 
Mstep: Class 4 contains 284566 members 
Mstep: Class 5 contains 35156 members 
Mstep: Class 6 contains 7583 members 
Mstep: Class 7 contains 151254 members 
Mstep: Class 8 contains 56063 members 
Mstep: Class 9 contains 3366 members 
Mstep: Class 10 contains 44417 members 
Mstep: Class 11 contains 127276 members 
Mstep: Class 12 contains 101065 members 
Mstep: Class 13 contains 15931 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 31693 members 
Mstep: Class 18 contains 7983 members 
Mstep: Class 19 contains 59202 members 
Mstep: Class 20 contains 52304 members 
Mstep: Class 21 contains 19849 members 
Mstep: Class 22 contains 7903 members 
Mstep: Class 23 contains 4171 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14450 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12921 members 
Mstep: Class 28 contains 80588 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 138Q: 31 clusters Score -1.577374e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13385 members 
Mstep: Class 3 contains 100944 members 
Mstep: Class 4 contains 284695 members 
Mstep: Class 5 contains 35176 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 151247 members 
Mstep: Class 8 contains 56069 members 
Mstep: Class 9 contains 3367 members 
Mstep: Class 10 contains 44418 members 
Mstep: Class 11 contains 127124 members 
Mstep: Class 12 contains 101083 members 
Mstep: Class 13 contains 15922 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4006 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 31688 members 
Mstep: Class 18 contains 8009 members 
Mstep: Class 19 contains 59207 members 
Mstep: Class 20 contains 52304 members 
Mstep: Class 21 contains 19841 members 
Mstep: Class 22 contains 7894 members 
Mstep: Class 23 contains 4171 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14376 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12921 members 
Mstep: Class 28 contains 80587 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 139Q: 31 clusters Score -1.577374e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 13384 members 
Mstep: Class 3 contains 100948 members 
Mstep: Class 4 contains 284810 members 
Mstep: Class 5 contains 35195 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 151241 members 
Mstep: Class 8 contains 56086 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 44419 members 
Mstep: Class 11 contains 126984 members 
Mstep: Class 12 contains 101093 members 
Mstep: Class 13 contains 15916 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 31684 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 59210 members 
Mstep: Class 20 contains 52304 members 
Mstep: Class 21 contains 19838 members 
Mstep: Class 22 contains 7891 members 
Mstep: Class 23 contains 4171 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14321 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12920 members 
Mstep: Class 28 contains 80580 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 140F: 31 clusters Score -1.577374e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100943 members 
Mstep: Class 4 contains 284922 members 
Mstep: Class 5 contains 35199 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 151240 members 
Mstep: Class 8 contains 56099 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 44418 members 
Mstep: Class 11 contains 126847 members 
Mstep: Class 12 contains 101106 members 
Mstep: Class 13 contains 15912 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4077 members 
Mstep: Class 16 contains 9100 members 
Mstep: Class 17 contains 31677 members 
Mstep: Class 18 contains 8051 members 
Mstep: Class 19 contains 59228 members 
Mstep: Class 20 contains 52305 members 
Mstep: Class 21 contains 19833 members 
Mstep: Class 22 contains 7881 members 
Mstep: Class 23 contains 4172 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14268 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12921 members 
Mstep: Class 28 contains 80570 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 141Q: 31 clusters Score -1.577374e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100941 members 
Mstep: Class 4 contains 285032 members 
Mstep: Class 5 contains 35207 members 
Mstep: Class 6 contains 7601 members 
Mstep: Class 7 contains 151223 members 
Mstep: Class 8 contains 56124 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 44414 members 
Mstep: Class 11 contains 126734 members 
Mstep: Class 12 contains 101117 members 
Mstep: Class 13 contains 15916 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4116 members 
Mstep: Class 16 contains 9103 members 
Mstep: Class 17 contains 31668 members 
Mstep: Class 18 contains 8079 members 
Mstep: Class 19 contains 59234 members 
Mstep: Class 20 contains 52305 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 7875 members 
Mstep: Class 23 contains 4173 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14202 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12922 members 
Mstep: Class 28 contains 80562 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 142Q: 31 clusters Score -1.577376e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100934 members 
Mstep: Class 4 contains 285137 members 
Mstep: Class 5 contains 35216 members 
Mstep: Class 6 contains 7605 members 
Mstep: Class 7 contains 151207 members 
Mstep: Class 8 contains 56153 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 44409 members 
Mstep: Class 11 contains 126622 members 
Mstep: Class 12 contains 101120 members 
Mstep: Class 13 contains 15925 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4150 members 
Mstep: Class 16 contains 9107 members 
Mstep: Class 17 contains 31663 members 
Mstep: Class 18 contains 8100 members 
Mstep: Class 19 contains 59240 members 
Mstep: Class 20 contains 52305 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 7872 members 
Mstep: Class 23 contains 4174 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12923 members 
Mstep: Class 28 contains 80559 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 143Q: 31 clusters Score -1.577375e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100938 members 
Mstep: Class 4 contains 285258 members 
Mstep: Class 5 contains 35224 members 
Mstep: Class 6 contains 7606 members 
Mstep: Class 7 contains 151188 members 
Mstep: Class 8 contains 56174 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 44408 members 
Mstep: Class 11 contains 126504 members 
Mstep: Class 12 contains 101122 members 
Mstep: Class 13 contains 15933 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4171 members 
Mstep: Class 16 contains 9110 members 
Mstep: Class 17 contains 31649 members 
Mstep: Class 18 contains 8119 members 
Mstep: Class 19 contains 59249 members 
Mstep: Class 20 contains 52305 members 
Mstep: Class 21 contains 19798 members 
Mstep: Class 22 contains 7868 members 
Mstep: Class 23 contains 4176 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14090 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12922 members 
Mstep: Class 28 contains 80556 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 144Q: 31 clusters Score -1.577374e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100941 members 
Mstep: Class 4 contains 285402 members 
Mstep: Class 5 contains 35227 members 
Mstep: Class 6 contains 7606 members 
Mstep: Class 7 contains 151170 members 
Mstep: Class 8 contains 56197 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 44404 members 
Mstep: Class 11 contains 126349 members 
Mstep: Class 12 contains 101125 members 
Mstep: Class 13 contains 15943 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4182 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 17 contains 31635 members 
Mstep: Class 18 contains 8141 members 
Mstep: Class 19 contains 59259 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19794 members 
Mstep: Class 22 contains 7867 members 
Mstep: Class 23 contains 4178 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14046 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12923 members 
Mstep: Class 28 contains 80562 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 145Q: 31 clusters Score -1.577376e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13381 members 
Mstep: Class 3 contains 100940 members 
Mstep: Class 4 contains 285524 members 
Mstep: Class 5 contains 35227 members 
Mstep: Class 6 contains 7606 members 
Mstep: Class 7 contains 151155 members 
Mstep: Class 8 contains 56210 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 44407 members 
Mstep: Class 11 contains 126233 members 
Mstep: Class 12 contains 101134 members 
Mstep: Class 13 contains 15947 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4200 members 
Mstep: Class 16 contains 9114 members 
Mstep: Class 17 contains 31625 members 
Mstep: Class 18 contains 8155 members 
Mstep: Class 19 contains 59266 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19792 members 
Mstep: Class 22 contains 7864 members 
Mstep: Class 23 contains 4178 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 14007 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12923 members 
Mstep: Class 28 contains 80558 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 146Q: 31 clusters Score -1.577375e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13381 members 
Mstep: Class 3 contains 100934 members 
Mstep: Class 4 contains 285642 members 
Mstep: Class 5 contains 35237 members 
Mstep: Class 6 contains 7605 members 
Mstep: Class 7 contains 151145 members 
Mstep: Class 8 contains 56219 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 44403 members 
Mstep: Class 11 contains 126114 members 
Mstep: Class 12 contains 101143 members 
Mstep: Class 13 contains 15951 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4220 members 
Mstep: Class 16 contains 9116 members 
Mstep: Class 17 contains 31606 members 
Mstep: Class 18 contains 8172 members 
Mstep: Class 19 contains 59271 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19792 members 
Mstep: Class 22 contains 7866 members 
Mstep: Class 23 contains 4178 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 13968 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12924 members 
Mstep: Class 28 contains 80555 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 147Q: 31 clusters Score -1.577374e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100930 members 
Mstep: Class 4 contains 285732 members 
Mstep: Class 5 contains 35248 members 
Mstep: Class 6 contains 7604 members 
Mstep: Class 7 contains 151133 members 
Mstep: Class 8 contains 56225 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 44402 members 
Mstep: Class 11 contains 125992 members 
Mstep: Class 12 contains 101149 members 
Mstep: Class 13 contains 15954 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4245 members 
Mstep: Class 16 contains 9116 members 
Mstep: Class 17 contains 31598 members 
Mstep: Class 18 contains 8190 members 
Mstep: Class 19 contains 59293 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19790 members 
Mstep: Class 22 contains 7866 members 
Mstep: Class 23 contains 4180 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 13931 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12925 members 
Mstep: Class 28 contains 80554 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 148Q: 31 clusters Score -1.577374e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100934 members 
Mstep: Class 4 contains 285822 members 
Mstep: Class 5 contains 35262 members 
Mstep: Class 6 contains 7605 members 
Mstep: Class 7 contains 151124 members 
Mstep: Class 8 contains 56230 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 44395 members 
Mstep: Class 11 contains 125882 members 
Mstep: Class 12 contains 101158 members 
Mstep: Class 13 contains 15951 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 9116 members 
Mstep: Class 17 contains 31588 members 
Mstep: Class 18 contains 8198 members 
Mstep: Class 19 contains 59310 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19788 members 
Mstep: Class 22 contains 7865 members 
Mstep: Class 23 contains 4182 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 13896 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12926 members 
Mstep: Class 28 contains 80555 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 149Q: 31 clusters Score -1.577376e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100931 members 
Mstep: Class 4 contains 285906 members 
Mstep: Class 5 contains 35277 members 
Mstep: Class 6 contains 7600 members 
Mstep: Class 7 contains 151115 members 
Mstep: Class 8 contains 56236 members 
Mstep: Class 9 contains 3380 members 
Mstep: Class 10 contains 44386 members 
Mstep: Class 11 contains 125761 members 
Mstep: Class 12 contains 101160 members 
Mstep: Class 13 contains 15956 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4306 members 
Mstep: Class 16 contains 9114 members 
Mstep: Class 17 contains 31582 members 
Mstep: Class 18 contains 8205 members 
Mstep: Class 19 contains 59334 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19787 members 
Mstep: Class 22 contains 7862 members 
Mstep: Class 23 contains 4187 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 13861 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12929 members 
Mstep: Class 28 contains 80560 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 150Q: 31 clusters Score -1.577376e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100928 members 
Mstep: Class 4 contains 286000 members 
Mstep: Class 5 contains 35284 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 151105 members 
Mstep: Class 8 contains 56245 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 44384 members 
Mstep: Class 11 contains 125647 members 
Mstep: Class 12 contains 101167 members 
Mstep: Class 13 contains 15955 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 9116 members 
Mstep: Class 17 contains 31576 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 59349 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19786 members 
Mstep: Class 22 contains 7861 members 
Mstep: Class 23 contains 4187 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 13830 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12932 members 
Mstep: Class 28 contains 80561 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
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Iteration 151Q: 31 clusters Score -1.577376e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100923 members 
Mstep: Class 4 contains 286081 members 
Mstep: Class 5 contains 35288 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 151090 members 
Mstep: Class 8 contains 56243 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 44386 members 
Mstep: Class 11 contains 125546 members 
Mstep: Class 12 contains 101177 members 
Mstep: Class 13 contains 15952 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 9116 members 
Mstep: Class 17 contains 31571 members 
Mstep: Class 18 contains 8224 members 
Mstep: Class 19 contains 59371 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19786 members 
Mstep: Class 22 contains 7859 members 
Mstep: Class 23 contains 4187 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 13808 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12935 members 
Mstep: Class 28 contains 80561 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737824.000000 Penalty: 104539.820312
Iteration 152Q: 31 clusters Score -1.577378e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100926 members 
Mstep: Class 4 contains 286177 members 
Mstep: Class 5 contains 35292 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 151073 members 
Mstep: Class 8 contains 56257 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 44386 members 
Mstep: Class 11 contains 125424 members 
Mstep: Class 12 contains 101183 members 
Mstep: Class 13 contains 15951 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 9117 members 
Mstep: Class 17 contains 31568 members 
Mstep: Class 18 contains 8233 members 
Mstep: Class 19 contains 59399 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19783 members 
Mstep: Class 22 contains 7856 members 
Mstep: Class 23 contains 4187 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 13779 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 80563 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738144.000000 Penalty: 104539.820312
Iteration 153Q: 31 clusters Score -1.577381e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100932 members 
Mstep: Class 4 contains 286283 members 
Mstep: Class 5 contains 35301 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 151055 members 
Mstep: Class 8 contains 56270 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 44381 members 
Mstep: Class 11 contains 125306 members 
Mstep: Class 12 contains 101194 members 
Mstep: Class 13 contains 15945 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 9118 members 
Mstep: Class 17 contains 31563 members 
Mstep: Class 18 contains 8241 members 
Mstep: Class 19 contains 59420 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19781 members 
Mstep: Class 22 contains 7856 members 
Mstep: Class 23 contains 4188 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 13744 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 80559 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738192.000000 Penalty: 104539.820312
Iteration 154Q: 31 clusters Score -1.577382e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100926 members 
Mstep: Class 4 contains 286398 members 
Mstep: Class 5 contains 35308 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 151037 members 
Mstep: Class 8 contains 56275 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 44383 members 
Mstep: Class 11 contains 125181 members 
Mstep: Class 12 contains 101205 members 
Mstep: Class 13 contains 15940 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4413 members 
Mstep: Class 16 contains 9118 members 
Mstep: Class 17 contains 31556 members 
Mstep: Class 18 contains 8250 members 
Mstep: Class 19 contains 59436 members 
Mstep: Class 20 contains 52300 members 
Mstep: Class 21 contains 19778 members 
Mstep: Class 22 contains 7858 members 
Mstep: Class 23 contains 4189 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 13717 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12934 members 
Mstep: Class 28 contains 80561 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738144.000000 Penalty: 104539.820312
Iteration 155Q: 31 clusters Score -1.577381e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100916 members 
Mstep: Class 4 contains 286516 members 
Mstep: Class 5 contains 35321 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 151023 members 
Mstep: Class 8 contains 56287 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 44386 members 
Mstep: Class 11 contains 125042 members 
Mstep: Class 12 contains 101213 members 
Mstep: Class 13 contains 15940 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4438 members 
Mstep: Class 16 contains 9121 members 
Mstep: Class 17 contains 31550 members 
Mstep: Class 18 contains 8258 members 
Mstep: Class 19 contains 59447 members 
Mstep: Class 20 contains 52298 members 
Mstep: Class 21 contains 19776 members 
Mstep: Class 22 contains 7858 members 
Mstep: Class 23 contains 4189 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 13690 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 80559 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738176.000000 Penalty: 104539.820312
Iteration 156Q: 31 clusters Score -1.577382e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100915 members 
Mstep: Class 4 contains 286641 members 
Mstep: Class 5 contains 35333 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 151009 members 
Mstep: Class 8 contains 56294 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 44389 members 
Mstep: Class 11 contains 124888 members 
Mstep: Class 12 contains 101224 members 
Mstep: Class 13 contains 15938 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 9122 members 
Mstep: Class 17 contains 31549 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 59476 members 
Mstep: Class 20 contains 52297 members 
Mstep: Class 21 contains 19773 members 
Mstep: Class 22 contains 7858 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 13659 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12934 members 
Mstep: Class 28 contains 80547 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738000.000000 Penalty: 104539.820312
Iteration 157Q: 31 clusters Score -1.57738e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100912 members 
Mstep: Class 4 contains 286778 members 
Mstep: Class 5 contains 35345 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 150986 members 
Mstep: Class 8 contains 56311 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 44391 members 
Mstep: Class 11 contains 124736 members 
Mstep: Class 12 contains 101237 members 
Mstep: Class 13 contains 15933 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4475 members 
Mstep: Class 16 contains 9123 members 
Mstep: Class 17 contains 31544 members 
Mstep: Class 18 contains 8272 members 
Mstep: Class 19 contains 59491 members 
Mstep: Class 20 contains 52296 members 
Mstep: Class 21 contains 19772 members 
Mstep: Class 22 contains 7859 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 13632 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12935 members 
Mstep: Class 28 contains 80537 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738096.000000 Penalty: 104539.820312
Iteration 158Q: 31 clusters Score -1.577381e+08 nChanged 308
Entering ConstructFrom: 
Score: -157738096.000000 Penalty: 104539.820312
Entering ConstructFrom: 
Trying to split cluster 1 (8803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Entering Unmasked Estep 
Score: -1060788.750000 Penalty: 2252.546143
	Iteration 0F: 2 clusters Score -1060789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1053812.125000 Penalty: 4505.092285
	Iteration 0F: 3 clusters Score -1053812 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1055661.750000 Penalty: 4505.092285
	Iteration 1F: 3 clusters Score -1055662 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1056030.750000 Penalty: 4505.092285
	Iteration 2F: 3 clusters Score -1056031 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1056328.000000 Penalty: 4505.092285
	Iteration 3F: 3 clusters Score -1056328 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1056619.000000 Penalty: 4505.092285
	Iteration 4F: 3 clusters Score -1056619 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1056921.750000 Penalty: 4505.092285
	Iteration 5F: 3 clusters Score -1056922 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1057249.625000 Penalty: 4505.092285
	Iteration 6F: 3 clusters Score -1057250 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1057603.125000 Penalty: 4505.092285
	Iteration 7F: 3 clusters Score -1057603 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1057944.625000 Penalty: 4505.092285
	Iteration 8F: 3 clusters Score -1057945 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1058247.250000 Penalty: 4505.092285
	Iteration 9Q: 3 clusters Score -1058247 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1058516.750000 Penalty: 4505.092285
	Iteration 10Q: 3 clusters Score -1058517 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1058749.375000 Penalty: 4505.092285
	Iteration 11Q: 3 clusters Score -1058749 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1058976.500000 Penalty: 4505.092285
	Iteration 12Q: 3 clusters Score -1058976 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1059135.375000 Penalty: 4505.092285
	Iteration 13Q: 3 clusters Score -1059135 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1059230.250000 Penalty: 4505.092285
	Iteration 14Q: 3 clusters Score -1059230 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1059317.375000 Penalty: 4505.092285
	Iteration 15Q: 3 clusters Score -1059317 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1059398.000000 Penalty: 4505.092285
	Iteration 16Q: 3 clusters Score -1059398 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1059449.000000 Penalty: 4505.092285
	Iteration 17Q: 3 clusters Score -1059449 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1059494.000000 Penalty: 4505.092285
	Iteration 18Q: 3 clusters Score -1059494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1059519.000000 Penalty: 4505.092285
	Iteration 19Q: 3 clusters Score -1059519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1059538.125000 Penalty: 4505.092285
	Iteration 20F: 3 clusters Score -1059538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1059551.500000 Penalty: 4505.092285
	Iteration 21Q: 3 clusters Score -1059552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1059566.375000 Penalty: 4505.092285
	Iteration 22Q: 3 clusters Score -1059566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1059575.625000 Penalty: 4505.092285
	Iteration 23Q: 3 clusters Score -1059576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1059585.750000 Penalty: 4505.092285
	Iteration 24Q: 3 clusters Score -1059586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1059596.000000 Penalty: 4505.092285
	Iteration 25Q: 3 clusters Score -1059596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1059601.000000 Penalty: 4505.092285
	Iteration 26Q: 3 clusters Score -1059601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1059608.000000 Penalty: 4505.092285
	Iteration 27Q: 3 clusters Score -1059608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1059612.625000 Penalty: 4505.092285
	Iteration 28Q: 3 clusters Score -1059613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1059613.375000 Penalty: 4505.092285
	Iteration 29Q: 3 clusters Score -1059613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1059613.250000 Penalty: 4505.092285
	Iteration 30Q: 3 clusters Score -1059613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1059613.000000 Penalty: 4505.092285
	Iteration 31Q: 3 clusters Score -1059613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1059615.375000 Penalty: 4505.092285
	Iteration 32Q: 3 clusters Score -1059615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1059616.500000 Penalty: 4505.092285
	Iteration 33Q: 3 clusters Score -1059616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1059616.500000 Penalty: 4505.092285
	Iteration 34F: 3 clusters Score -1059616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Entering Unmasked Estep 
Score: -1687298.625000 Penalty: 2356.413086
	Iteration 0F: 2 clusters Score -1687299 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 6752 members 
Entering Unmasked Estep 
Score: -1677436.375000 Penalty: 4712.826172
	Iteration 0F: 3 clusters Score -1677436 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1680511.125000 Penalty: 4712.826172
	Iteration 1F: 3 clusters Score -1680511 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1680834.000000 Penalty: 4712.826172
	Iteration 2F: 3 clusters Score -1680834 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1681116.125000 Penalty: 4712.826172
	Iteration 3Q: 3 clusters Score -1681116 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1681346.000000 Penalty: 4712.826172
	Iteration 4Q: 3 clusters Score -1681346 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1681560.875000 Penalty: 4712.826172
	Iteration 5Q: 3 clusters Score -1681561 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1681772.375000 Penalty: 4712.826172
	Iteration 6Q: 3 clusters Score -1681772 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1681998.500000 Penalty: 4712.826172
	Iteration 7Q: 3 clusters Score -1681998 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1682253.750000 Penalty: 4712.826172
	Iteration 8Q: 3 clusters Score -1682254 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1682607.625000 Penalty: 4712.826172
	Iteration 9Q: 3 clusters Score -1682608 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1683014.125000 Penalty: 4712.826172
	Iteration 10Q: 3 clusters Score -1683014 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1683383.625000 Penalty: 4712.826172
	Iteration 11Q: 3 clusters Score -1683384 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1683723.375000 Penalty: 4712.826172
	Iteration 12Q: 3 clusters Score -1683723 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1684029.625000 Penalty: 4712.826172
	Iteration 13Q: 3 clusters Score -1684030 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1684252.375000 Penalty: 4712.826172
	Iteration 14Q: 3 clusters Score -1684252 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1684418.875000 Penalty: 4712.826172
	Iteration 15Q: 3 clusters Score -1684419 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1684569.000000 Penalty: 4712.826172
	Iteration 16Q: 3 clusters Score -1684569 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1684694.000000 Penalty: 4712.826172
	Iteration 17Q: 3 clusters Score -1684694 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1684792.375000 Penalty: 4712.826172
	Iteration 18Q: 3 clusters Score -1684792 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1684852.250000 Penalty: 4712.826172
	Iteration 19Q: 3 clusters Score -1684852 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1684908.625000 Penalty: 4712.826172
	Iteration 20F: 3 clusters Score -1684909 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1684949.750000 Penalty: 4712.826172
	Iteration 21Q: 3 clusters Score -1684950 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1684992.250000 Penalty: 4712.826172
	Iteration 22Q: 3 clusters Score -1684992 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1685026.000000 Penalty: 4712.826172
	Iteration 23Q: 3 clusters Score -1685026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1685057.500000 Penalty: 4712.826172
	Iteration 24Q: 3 clusters Score -1685058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1685083.250000 Penalty: 4712.826172
	Iteration 25Q: 3 clusters Score -1685083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1685115.000000 Penalty: 4712.826172
	Iteration 26Q: 3 clusters Score -1685115 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1685142.625000 Penalty: 4712.826172
	Iteration 27Q: 3 clusters Score -1685143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1685173.500000 Penalty: 4712.826172
	Iteration 28Q: 3 clusters Score -1685174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1685195.125000 Penalty: 4712.826172
	Iteration 29Q: 3 clusters Score -1685195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1685219.375000 Penalty: 4712.826172
	Iteration 30Q: 3 clusters Score -1685219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1685228.625000 Penalty: 4712.826172
	Iteration 31Q: 3 clusters Score -1685229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1685241.750000 Penalty: 4712.826172
	Iteration 32Q: 3 clusters Score -1685242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1685250.750000 Penalty: 4712.826172
	Iteration 33Q: 3 clusters Score -1685251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1685256.875000 Penalty: 4712.826172
	Iteration 34Q: 3 clusters Score -1685257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1685260.875000 Penalty: 4712.826172
	Iteration 35Q: 3 clusters Score -1685261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1685265.750000 Penalty: 4712.826172
	Iteration 36Q: 3 clusters Score -1685266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1685271.000000 Penalty: 4712.826172
	Iteration 37Q: 3 clusters Score -1685271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1685281.125000 Penalty: 4712.826172
	Iteration 38Q: 3 clusters Score -1685281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1685282.875000 Penalty: 4712.826172
	Iteration 39Q: 3 clusters Score -1685283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1685290.500000 Penalty: 4712.826172
	Iteration 40F: 3 clusters Score -1685290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1685294.875000 Penalty: 4712.826172
	Iteration 41Q: 3 clusters Score -1685295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1685302.750000 Penalty: 4712.826172
	Iteration 42Q: 3 clusters Score -1685303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1685307.750000 Penalty: 4712.826172
	Iteration 43Q: 3 clusters Score -1685308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1685314.875000 Penalty: 4712.826172
	Iteration 44Q: 3 clusters Score -1685315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1685318.875000 Penalty: 4712.826172
	Iteration 45Q: 3 clusters Score -1685319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1685324.750000 Penalty: 4712.826172
	Iteration 46Q: 3 clusters Score -1685325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1685326.875000 Penalty: 4712.826172
	Iteration 47Q: 3 clusters Score -1685327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1685329.000000 Penalty: 4712.826172
	Iteration 48Q: 3 clusters Score -1685329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1685329.375000 Penalty: 4712.826172
	Iteration 49Q: 3 clusters Score -1685329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1685334.500000 Penalty: 4712.826172
	Iteration 50Q: 3 clusters Score -1685334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1685337.125000 Penalty: 4712.826172
	Iteration 51Q: 3 clusters Score -1685337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1685338.875000 Penalty: 4712.826172
	Iteration 52Q: 3 clusters Score -1685339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1685337.500000 Penalty: 4712.826172
	Iteration 53Q: 3 clusters Score -1685338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1685337.500000 Penalty: 4712.826172
	Iteration 54F: 3 clusters Score -1685338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (100908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Entering Unmasked Estep 
Score: -12720667.000000 Penalty: 2857.447021
	Iteration 0F: 2 clusters Score -1.272067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -12653368.000000 Penalty: 5714.894043
	Iteration 0F: 3 clusters Score -1.265337e+07 nChanged 47569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -12681480.000000 Penalty: 5714.894043
	Iteration 1F: 3 clusters Score -1.268148e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -12683087.000000 Penalty: 5714.894043
	Iteration 2Q: 3 clusters Score -1.268309e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -12685974.000000 Penalty: 5714.894043
	Iteration 3F: 3 clusters Score -1.268597e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -12689772.000000 Penalty: 5714.894043
	Iteration 4F: 3 clusters Score -1.268977e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -12694650.000000 Penalty: 5714.894043
	Iteration 5F: 3 clusters Score -1.269465e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -12700037.000000 Penalty: 5714.894043
	Iteration 6F: 3 clusters Score -1.270004e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85136 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -12705385.000000 Penalty: 5714.894043
	Iteration 7F: 3 clusters Score -1.270538e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90452 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -12709808.000000 Penalty: 5714.894043
	Iteration 8F: 3 clusters Score -1.270981e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -12713434.000000 Penalty: 5714.894043
	Iteration 9Q: 3 clusters Score -1.271343e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97269 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -12715739.000000 Penalty: 5714.894043
	Iteration 10Q: 3 clusters Score -1.271574e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98743 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -12717058.000000 Penalty: 5714.894043
	Iteration 11Q: 3 clusters Score -1.271706e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99451 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -12717640.000000 Penalty: 5714.894043
	Iteration 12Q: 3 clusters Score -1.271764e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -12717950.000000 Penalty: 5714.894043
	Iteration 13Q: 3 clusters Score -1.271795e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99973 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -12718142.000000 Penalty: 5714.894043
	Iteration 14Q: 3 clusters Score -1.271814e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100046 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -12718259.000000 Penalty: 5714.894043
	Iteration 15Q: 3 clusters Score -1.271826e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12718362.000000 Penalty: 5714.894043
	Iteration 16Q: 3 clusters Score -1.271836e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100122 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12718445.000000 Penalty: 5714.894043
	Iteration 17Q: 3 clusters Score -1.271844e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100131 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12718479.000000 Penalty: 5714.894043
	Iteration 18Q: 3 clusters Score -1.271848e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12718514.000000 Penalty: 5714.894043
	Iteration 19Q: 3 clusters Score -1.271851e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100146 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12718546.000000 Penalty: 5714.894043
	Iteration 20F: 3 clusters Score -1.271855e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100145 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12718584.000000 Penalty: 5714.894043
	Iteration 21Q: 3 clusters Score -1.271858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -12718601.000000 Penalty: 5714.894043
	Iteration 22Q: 3 clusters Score -1.27186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100143 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12718611.000000 Penalty: 5714.894043
	Iteration 23Q: 3 clusters Score -1.271861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100143 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12718616.000000 Penalty: 5714.894043
	Iteration 24Q: 3 clusters Score -1.271862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -12718613.000000 Penalty: 5714.894043
	Iteration 25Q: 3 clusters Score -1.271861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -12718615.000000 Penalty: 5714.894043
	Iteration 26Q: 3 clusters Score -1.271862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100140 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12718613.000000 Penalty: 5714.894043
	Iteration 27Q: 3 clusters Score -1.271861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100141 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -12718614.000000 Penalty: 5714.894043
	Iteration 28Q: 3 clusters Score -1.271861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100141 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -12718607.000000 Penalty: 5714.894043
	Iteration 29Q: 3 clusters Score -1.271861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100140 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12718614.000000 Penalty: 5714.894043
	Iteration 30Q: 3 clusters Score -1.271861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100140 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12718613.000000 Penalty: 5714.894043
	Iteration 31Q: 3 clusters Score -1.271861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100140 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12718609.000000 Penalty: 5714.894043
	Iteration 32Q: 3 clusters Score -1.271861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -12718607.000000 Penalty: 5714.894043
	Iteration 33Q: 3 clusters Score -1.271861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100137 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12718613.000000 Penalty: 5714.894043
	Iteration 34Q: 3 clusters Score -1.271861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100132 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12718616.000000 Penalty: 5714.894043
	Iteration 35Q: 3 clusters Score -1.271862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -12718618.000000 Penalty: 5714.894043
	Iteration 36Q: 3 clusters Score -1.271862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100127 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -12718624.000000 Penalty: 5714.894043
	Iteration 37Q: 3 clusters Score -1.271862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100124 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12718627.000000 Penalty: 5714.894043
	Iteration 38Q: 3 clusters Score -1.271863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12718622.000000 Penalty: 5714.894043
	Iteration 39Q: 3 clusters Score -1.271862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100116 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12718638.000000 Penalty: 5714.894043
	Iteration 40F: 3 clusters Score -1.271864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100115 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -12718636.000000 Penalty: 5714.894043
	Iteration 41Q: 3 clusters Score -1.271864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100114 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12718638.000000 Penalty: 5714.894043
	Iteration 42Q: 3 clusters Score -1.271864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100113 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12718637.000000 Penalty: 5714.894043
	Iteration 43Q: 3 clusters Score -1.271864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100113 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12718637.000000 Penalty: 5714.894043
	Iteration 44F: 3 clusters Score -1.271864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (286903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286903 members 
Entering Unmasked Estep 
Score: -37010860.000000 Penalty: 3116.591064
	Iteration 0F: 2 clusters Score -3.701086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143370 members 
Mstep: Class 2 contains 143533 members 
Entering Unmasked Estep 
Score: -36836432.000000 Penalty: 6233.182129
	Iteration 0F: 3 clusters Score -3.683643e+07 nChanged 139035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142495 members 
Mstep: Class 2 contains 144408 members 
Entering Unmasked Estep 
Score: -36919208.000000 Penalty: 6233.182129
	Iteration 1F: 3 clusters Score -3.691921e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141881 members 
Mstep: Class 2 contains 145022 members 
Entering Unmasked Estep 
Score: -36920212.000000 Penalty: 6233.182129
	Iteration 2Q: 3 clusters Score -3.692021e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140797 members 
Mstep: Class 2 contains 146106 members 
Entering Unmasked Estep 
Score: -36921304.000000 Penalty: 6233.182129
	Iteration 3Q: 3 clusters Score -3.69213e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139023 members 
Mstep: Class 2 contains 147880 members 
Entering Unmasked Estep 
Score: -36922620.000000 Penalty: 6233.182129
	Iteration 4Q: 3 clusters Score -3.692262e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136228 members 
Mstep: Class 2 contains 150675 members 
Entering Unmasked Estep 
Score: -36924320.000000 Penalty: 6233.182129
	Iteration 5Q: 3 clusters Score -3.692432e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131867 members 
Mstep: Class 2 contains 155036 members 
Entering Unmasked Estep 
Score: -36926936.000000 Penalty: 6233.182129
	Iteration 6Q: 3 clusters Score -3.692694e+07 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125307 members 
Mstep: Class 2 contains 161596 members 
Entering Unmasked Estep 
Score: -36930808.000000 Penalty: 6233.182129
	Iteration 7Q: 3 clusters Score -3.693081e+07 nChanged 13391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Mstep: Class 2 contains 171093 members 
Entering Unmasked Estep 
Score: -36936108.000000 Penalty: 6233.182129
	Iteration 8Q: 3 clusters Score -3.693611e+07 nChanged 16130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 183887 members 
Entering Unmasked Estep 
Score: -36944304.000000 Penalty: 6233.182129
	Iteration 9F: 3 clusters Score -3.69443e+07 nChanged 18528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 199321 members 
Entering Unmasked Estep 
Score: -36955316.000000 Penalty: 6233.182129
	Iteration 10F: 3 clusters Score -3.695532e+07 nChanged 18772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 215049 members 
Entering Unmasked Estep 
Score: -36968392.000000 Penalty: 6233.182129
	Iteration 11F: 3 clusters Score -3.696839e+07 nChanged 16374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 228553 members 
Entering Unmasked Estep 
Score: -36980740.000000 Penalty: 6233.182129
	Iteration 12F: 3 clusters Score -3.698074e+07 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 238506 members 
Entering Unmasked Estep 
Score: -36988268.000000 Penalty: 6233.182129
	Iteration 13Q: 3 clusters Score -3.698827e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 245500 members 
Entering Unmasked Estep 
Score: -36992568.000000 Penalty: 6233.182129
	Iteration 14Q: 3 clusters Score -3.699257e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 251128 members 
Entering Unmasked Estep 
Score: -36994976.000000 Penalty: 6233.182129
	Iteration 15Q: 3 clusters Score -3.699498e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 255975 members 
Entering Unmasked Estep 
Score: -36996356.000000 Penalty: 6233.182129
	Iteration 16Q: 3 clusters Score -3.699636e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 260225 members 
Entering Unmasked Estep 
Score: -36998128.000000 Penalty: 6233.182129
	Iteration 17Q: 3 clusters Score -3.699813e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 264035 members 
Entering Unmasked Estep 
Score: -36999660.000000 Penalty: 6233.182129
	Iteration 18Q: 3 clusters Score -3.699966e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 267393 members 
Entering Unmasked Estep 
Score: -37001120.000000 Penalty: 6233.182129
	Iteration 19Q: 3 clusters Score -3.700112e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 270285 members 
Entering Unmasked Estep 
Score: -37001916.000000 Penalty: 6233.182129
	Iteration 20F: 3 clusters Score -3.700192e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 272838 members 
Entering Unmasked Estep 
Score: -37003280.000000 Penalty: 6233.182129
	Iteration 21Q: 3 clusters Score -3.700328e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 274967 members 
Entering Unmasked Estep 
Score: -37004536.000000 Penalty: 6233.182129
	Iteration 22Q: 3 clusters Score -3.700454e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 276714 members 
Entering Unmasked Estep 
Score: -37005752.000000 Penalty: 6233.182129
	Iteration 23Q: 3 clusters Score -3.700575e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 278161 members 
Entering Unmasked Estep 
Score: -37006628.000000 Penalty: 6233.182129
	Iteration 24Q: 3 clusters Score -3.700663e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 279350 members 
Entering Unmasked Estep 
Score: -37007392.000000 Penalty: 6233.182129
	Iteration 25Q: 3 clusters Score -3.700739e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 280273 members 
Entering Unmasked Estep 
Score: -37007932.000000 Penalty: 6233.182129
	Iteration 26Q: 3 clusters Score -3.700793e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 280931 members 
Entering Unmasked Estep 
Score: -37008336.000000 Penalty: 6233.182129
	Iteration 27Q: 3 clusters Score -3.700834e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 281493 members 
Entering Unmasked Estep 
Score: -37008736.000000 Penalty: 6233.182129
	Iteration 28Q: 3 clusters Score -3.700874e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 281930 members 
Entering Unmasked Estep 
Score: -37009072.000000 Penalty: 6233.182129
	Iteration 29Q: 3 clusters Score -3.700907e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 282282 members 
Entering Unmasked Estep 
Score: -37009296.000000 Penalty: 6233.182129
	Iteration 30Q: 3 clusters Score -3.70093e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 282550 members 
Entering Unmasked Estep 
Score: -37009396.000000 Penalty: 6233.182129
	Iteration 31Q: 3 clusters Score -3.70094e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 282753 members 
Entering Unmasked Estep 
Score: -37009504.000000 Penalty: 6233.182129
	Iteration 32Q: 3 clusters Score -3.70095e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 282935 members 
Entering Unmasked Estep 
Score: -37009572.000000 Penalty: 6233.182129
	Iteration 33Q: 3 clusters Score -3.700957e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 283096 members 
Entering Unmasked Estep 
Score: -37009604.000000 Penalty: 6233.182129
	Iteration 34Q: 3 clusters Score -3.70096e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 283235 members 
Entering Unmasked Estep 
Score: -37009624.000000 Penalty: 6233.182129
	Iteration 35Q: 3 clusters Score -3.700962e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 283362 members 
Entering Unmasked Estep 
Score: -37009628.000000 Penalty: 6233.182129
	Iteration 36Q: 3 clusters Score -3.700963e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 283460 members 
Entering Unmasked Estep 
Score: -37009736.000000 Penalty: 6233.182129
	Iteration 37Q: 3 clusters Score -3.700974e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 283549 members 
Entering Unmasked Estep 
Score: -37009780.000000 Penalty: 6233.182129
	Iteration 38Q: 3 clusters Score -3.700978e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 283621 members 
Entering Unmasked Estep 
Score: -37009836.000000 Penalty: 6233.182129
	Iteration 39Q: 3 clusters Score -3.700984e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 283678 members 
Entering Unmasked Estep 
Score: -37009844.000000 Penalty: 6233.182129
	Iteration 40F: 3 clusters Score -3.700984e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 283722 members 
Entering Unmasked Estep 
Score: -37009860.000000 Penalty: 6233.182129
	Iteration 41Q: 3 clusters Score -3.700986e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 283750 members 
Entering Unmasked Estep 
Score: -37009872.000000 Penalty: 6233.182129
	Iteration 42Q: 3 clusters Score -3.700987e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 283779 members 
Entering Unmasked Estep 
Score: -37009868.000000 Penalty: 6233.182129
	Iteration 43Q: 3 clusters Score -3.700987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 283807 members 
Entering Unmasked Estep 
Score: -37009852.000000 Penalty: 6233.182129
	Iteration 44Q: 3 clusters Score -3.700985e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 283839 members 
Entering Unmasked Estep 
Score: -37009808.000000 Penalty: 6233.182129
	Iteration 45Q: 3 clusters Score -3.700981e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 283866 members 
Entering Unmasked Estep 
Score: -37009792.000000 Penalty: 6233.182129
	Iteration 46Q: 3 clusters Score -3.700979e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 283896 members 
Entering Unmasked Estep 
Score: -37009804.000000 Penalty: 6233.182129
	Iteration 47Q: 3 clusters Score -3.70098e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 283914 members 
Entering Unmasked Estep 
Score: -37009744.000000 Penalty: 6233.182129
	Iteration 48Q: 3 clusters Score -3.700974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 283927 members 
Entering Unmasked Estep 
Score: -37009808.000000 Penalty: 6233.182129
	Iteration 49Q: 3 clusters Score -3.700981e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 283945 members 
Entering Unmasked Estep 
Score: -37009764.000000 Penalty: 6233.182129
	Iteration 50Q: 3 clusters Score -3.700976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 283960 members 
Entering Unmasked Estep 
Score: -37009788.000000 Penalty: 6233.182129
	Iteration 51Q: 3 clusters Score -3.700979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 283974 members 
Entering Unmasked Estep 
Score: -37009780.000000 Penalty: 6233.182129
	Iteration 52Q: 3 clusters Score -3.700978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 283984 members 
Entering Unmasked Estep 
Score: -37009772.000000 Penalty: 6233.182129
	Iteration 53Q: 3 clusters Score -3.700977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 283992 members 
Entering Unmasked Estep 
Score: -37009748.000000 Penalty: 6233.182129
	Iteration 54Q: 3 clusters Score -3.700975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 283995 members 
Entering Unmasked Estep 
Score: -37009748.000000 Penalty: 6233.182129
	Iteration 55Q: 3 clusters Score -3.700975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 283996 members 
Entering Unmasked Estep 
Score: -37009724.000000 Penalty: 6233.182129
	Iteration 56Q: 3 clusters Score -3.700972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 284000 members 
Entering Unmasked Estep 
Score: -37009728.000000 Penalty: 6233.182129
	Iteration 57Q: 3 clusters Score -3.700973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 284004 members 
Entering Unmasked Estep 
Score: -37009724.000000 Penalty: 6233.182129
	Iteration 58Q: 3 clusters Score -3.700972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 284009 members 
Entering Unmasked Estep 
Score: -37009720.000000 Penalty: 6233.182129
	Iteration 59Q: 3 clusters Score -3.700972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 284015 members 
Entering Unmasked Estep 
Score: -37009728.000000 Penalty: 6233.182129
	Iteration 60F: 3 clusters Score -3.700973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 284021 members 
Entering Unmasked Estep 
Score: -37009716.000000 Penalty: 6233.182129
	Iteration 61Q: 3 clusters Score -3.700972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 284024 members 
Entering Unmasked Estep 
Score: -37009716.000000 Penalty: 6233.182129
	Iteration 62Q: 3 clusters Score -3.700972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 284030 members 
Entering Unmasked Estep 
Score: -37009728.000000 Penalty: 6233.182129
	Iteration 63Q: 3 clusters Score -3.700973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 284035 members 
Entering Unmasked Estep 
Score: -37009712.000000 Penalty: 6233.182129
	Iteration 64Q: 3 clusters Score -3.700971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 284043 members 
Entering Unmasked Estep 
Score: -37009728.000000 Penalty: 6233.182129
	Iteration 65Q: 3 clusters Score -3.700973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 284047 members 
Entering Unmasked Estep 
Score: -37009732.000000 Penalty: 6233.182129
	Iteration 66Q: 3 clusters Score -3.700973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 284052 members 
Entering Unmasked Estep 
Score: -37009716.000000 Penalty: 6233.182129
	Iteration 67Q: 3 clusters Score -3.700972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 284060 members 
Entering Unmasked Estep 
Score: -37009716.000000 Penalty: 6233.182129
	Iteration 68Q: 3 clusters Score -3.700972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 284067 members 
Entering Unmasked Estep 
Score: -37009712.000000 Penalty: 6233.182129
	Iteration 69Q: 3 clusters Score -3.700971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 284068 members 
Entering Unmasked Estep 
Score: -37009720.000000 Penalty: 6233.182129
	Iteration 70Q: 3 clusters Score -3.700972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 284069 members 
Entering Unmasked Estep 
Score: -37009724.000000 Penalty: 6233.182129
	Iteration 71Q: 3 clusters Score -3.700972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 284071 members 
Entering Unmasked Estep 
Score: -37009724.000000 Penalty: 6233.182129
	Iteration 72Q: 3 clusters Score -3.700972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 284074 members 
Entering Unmasked Estep 
Score: -37009720.000000 Penalty: 6233.182129
	Iteration 73Q: 3 clusters Score -3.700972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 284077 members 
Entering Unmasked Estep 
Score: -37009712.000000 Penalty: 6233.182129
	Iteration 74Q: 3 clusters Score -3.700971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 284079 members 
Entering Unmasked Estep 
Score: -37009724.000000 Penalty: 6233.182129
	Iteration 75Q: 3 clusters Score -3.700972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 284082 members 
Entering Unmasked Estep 
Score: -37009708.000000 Penalty: 6233.182129
	Iteration 76Q: 3 clusters Score -3.700971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 284083 members 
Entering Unmasked Estep 
Score: -37009700.000000 Penalty: 6233.182129
	Iteration 77Q: 3 clusters Score -3.70097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 284083 members 
Entering Unmasked Estep 
Score: -37009696.000000 Penalty: 6233.182129
	Iteration 78Q: 3 clusters Score -3.70097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 284084 members 
Entering Unmasked Estep 
Score: -37009716.000000 Penalty: 6233.182129
	Iteration 79Q: 3 clusters Score -3.700972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 284085 members 
Entering Unmasked Estep 
Score: -37009716.000000 Penalty: 6233.182129
	Iteration 80F: 3 clusters Score -3.700972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 284086 members 
Entering Unmasked Estep 
Score: -37009708.000000 Penalty: 6233.182129
	Iteration 81Q: 3 clusters Score -3.700971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 284086 members 
Entering Unmasked Estep 
Score: -37009708.000000 Penalty: 6233.182129
	Iteration 82F: 3 clusters Score -3.700971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Entering Unmasked Estep 
Score: -4613249.000000 Penalty: 2597.310303
	Iteration 0F: 2 clusters Score -4613249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -4589089.500000 Penalty: 5194.620605
	Iteration 0F: 3 clusters Score -4589090 nChanged 16091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4597802.500000 Penalty: 5194.620605
	Iteration 1F: 3 clusters Score -4597802 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -4598273.000000 Penalty: 5194.620605
	Iteration 2Q: 3 clusters Score -4598273 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4598662.500000 Penalty: 5194.620605
	Iteration 3Q: 3 clusters Score -4598662 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -4599051.500000 Penalty: 5194.620605
	Iteration 4Q: 3 clusters Score -4599052 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4599469.000000 Penalty: 5194.620605
	Iteration 5Q: 3 clusters Score -4599469 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4600010.500000 Penalty: 5194.620605
	Iteration 6Q: 3 clusters Score -4600010 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4600762.000000 Penalty: 5194.620605
	Iteration 7Q: 3 clusters Score -4600762 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -4601854.500000 Penalty: 5194.620605
	Iteration 8Q: 3 clusters Score -4601854 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -4603229.000000 Penalty: 5194.620605
	Iteration 9Q: 3 clusters Score -4603229 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -4604604.500000 Penalty: 5194.620605
	Iteration 10F: 3 clusters Score -4604604 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -4605807.500000 Penalty: 5194.620605
	Iteration 11Q: 3 clusters Score -4605808 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -4606774.500000 Penalty: 5194.620605
	Iteration 12Q: 3 clusters Score -4606774 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -4607456.500000 Penalty: 5194.620605
	Iteration 13Q: 3 clusters Score -4607456 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -4607915.000000 Penalty: 5194.620605
	Iteration 14Q: 3 clusters Score -4607915 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -4608186.500000 Penalty: 5194.620605
	Iteration 15Q: 3 clusters Score -4608186 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4608436.500000 Penalty: 5194.620605
	Iteration 16Q: 3 clusters Score -4608436 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -4608589.000000 Penalty: 5194.620605
	Iteration 17Q: 3 clusters Score -4608589 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -4608736.500000 Penalty: 5194.620605
	Iteration 18Q: 3 clusters Score -4608736 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -4608892.500000 Penalty: 5194.620605
	Iteration 19Q: 3 clusters Score -4608892 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -4609031.500000 Penalty: 5194.620605
	Iteration 20F: 3 clusters Score -4609032 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4609182.500000 Penalty: 5194.620605
	Iteration 21Q: 3 clusters Score -4609182 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -4609407.000000 Penalty: 5194.620605
	Iteration 22Q: 3 clusters Score -4609407 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4609674.500000 Penalty: 5194.620605
	Iteration 23Q: 3 clusters Score -4609674 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -4609956.500000 Penalty: 5194.620605
	Iteration 24Q: 3 clusters Score -4609956 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -4610284.500000 Penalty: 5194.620605
	Iteration 25Q: 3 clusters Score -4610284 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -4610639.500000 Penalty: 5194.620605
	Iteration 26Q: 3 clusters Score -4610640 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4610968.500000 Penalty: 5194.620605
	Iteration 27Q: 3 clusters Score -4610968 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -4611286.000000 Penalty: 5194.620605
	Iteration 28Q: 3 clusters Score -4611286 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4611571.500000 Penalty: 5194.620605
	Iteration 29Q: 3 clusters Score -4611572 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -4611763.000000 Penalty: 5194.620605
	Iteration 30Q: 3 clusters Score -4611763 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -4611950.500000 Penalty: 5194.620605
	Iteration 31Q: 3 clusters Score -4611950 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -4612097.000000 Penalty: 5194.620605
	Iteration 32Q: 3 clusters Score -4612097 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -4612220.000000 Penalty: 5194.620605
	Iteration 33Q: 3 clusters Score -4612220 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -4612357.000000 Penalty: 5194.620605
	Iteration 34Q: 3 clusters Score -4612357 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -4612464.500000 Penalty: 5194.620605
	Iteration 35Q: 3 clusters Score -4612464 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4612568.500000 Penalty: 5194.620605
	Iteration 36Q: 3 clusters Score -4612568 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -4612633.500000 Penalty: 5194.620605
	Iteration 37Q: 3 clusters Score -4612634 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -4612671.000000 Penalty: 5194.620605
	Iteration 38Q: 3 clusters Score -4612671 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -4612695.500000 Penalty: 5194.620605
	Iteration 39Q: 3 clusters Score -4612696 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4612726.000000 Penalty: 5194.620605
	Iteration 40F: 3 clusters Score -4612726 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -4612745.000000 Penalty: 5194.620605
	Iteration 41Q: 3 clusters Score -4612745 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4612772.000000 Penalty: 5194.620605
	Iteration 42Q: 3 clusters Score -4612772 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -4612800.000000 Penalty: 5194.620605
	Iteration 43Q: 3 clusters Score -4612800 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -4612811.500000 Penalty: 5194.620605
	Iteration 44Q: 3 clusters Score -4612812 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -4612822.000000 Penalty: 5194.620605
	Iteration 45Q: 3 clusters Score -4612822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -4612835.500000 Penalty: 5194.620605
	Iteration 46Q: 3 clusters Score -4612836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -4612839.500000 Penalty: 5194.620605
	Iteration 47Q: 3 clusters Score -4612840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -4612846.000000 Penalty: 5194.620605
	Iteration 48Q: 3 clusters Score -4612846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -4612850.000000 Penalty: 5194.620605
	Iteration 49Q: 3 clusters Score -4612850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -4612861.500000 Penalty: 5194.620605
	Iteration 50Q: 3 clusters Score -4612862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4612856.000000 Penalty: 5194.620605
	Iteration 51Q: 3 clusters Score -4612856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -4612856.000000 Penalty: 5194.620605
	Iteration 52Q: 3 clusters Score -4612856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -4612843.000000 Penalty: 5194.620605
	Iteration 53Q: 3 clusters Score -4612843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -4612850.500000 Penalty: 5194.620605
	Iteration 54Q: 3 clusters Score -4612850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -4612844.000000 Penalty: 5194.620605
	Iteration 55Q: 3 clusters Score -4612844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -4612843.000000 Penalty: 5194.620605
	Iteration 56Q: 3 clusters Score -4612843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -4612847.000000 Penalty: 5194.620605
	Iteration 57Q: 3 clusters Score -4612847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -4612839.000000 Penalty: 5194.620605
	Iteration 58Q: 3 clusters Score -4612839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -4612841.000000 Penalty: 5194.620605
	Iteration 59Q: 3 clusters Score -4612841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -4612841.500000 Penalty: 5194.620605
	Iteration 60F: 3 clusters Score -4612842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -4612845.000000 Penalty: 5194.620605
	Iteration 61Q: 3 clusters Score -4612845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -4612851.000000 Penalty: 5194.620605
	Iteration 62Q: 3 clusters Score -4612851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -4612848.000000 Penalty: 5194.620605
	Iteration 63Q: 3 clusters Score -4612848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -4612850.500000 Penalty: 5194.620605
	Iteration 64Q: 3 clusters Score -4612850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4612843.500000 Penalty: 5194.620605
	Iteration 65Q: 3 clusters Score -4612844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -4612842.000000 Penalty: 5194.620605
	Iteration 66Q: 3 clusters Score -4612842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -4612848.000000 Penalty: 5194.620605
	Iteration 67Q: 3 clusters Score -4612848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -4612851.000000 Penalty: 5194.620605
	Iteration 68Q: 3 clusters Score -4612851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -4612849.500000 Penalty: 5194.620605
	Iteration 69Q: 3 clusters Score -4612850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -4612846.000000 Penalty: 5194.620605
	Iteration 70Q: 3 clusters Score -4612846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -4612850.000000 Penalty: 5194.620605
	Iteration 71Q: 3 clusters Score -4612850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4612849.500000 Penalty: 5194.620605
	Iteration 72Q: 3 clusters Score -4612850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -4612857.000000 Penalty: 5194.620605
	Iteration 73Q: 3 clusters Score -4612857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -4612849.000000 Penalty: 5194.620605
	Iteration 74Q: 3 clusters Score -4612849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -4612855.000000 Penalty: 5194.620605
	Iteration 75Q: 3 clusters Score -4612855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -4612852.500000 Penalty: 5194.620605
	Iteration 76Q: 3 clusters Score -4612852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4612851.500000 Penalty: 5194.620605
	Iteration 77Q: 3 clusters Score -4612852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4612856.500000 Penalty: 5194.620605
	Iteration 78Q: 3 clusters Score -4612856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -4612856.000000 Penalty: 5194.620605
	Iteration 79Q: 3 clusters Score -4612856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -4612860.500000 Penalty: 5194.620605
	Iteration 80F: 3 clusters Score -4612860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -4612857.000000 Penalty: 5194.620605
	Iteration 81Q: 3 clusters Score -4612857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -4612855.500000 Penalty: 5194.620605
	Iteration 82Q: 3 clusters Score -4612856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -4612851.500000 Penalty: 5194.620605
	Iteration 83Q: 3 clusters Score -4612852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -4612858.500000 Penalty: 5194.620605
	Iteration 84Q: 3 clusters Score -4612858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -4612849.000000 Penalty: 5194.620605
	Iteration 85Q: 3 clusters Score -4612849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -4612851.500000 Penalty: 5194.620605
	Iteration 86Q: 3 clusters Score -4612852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -4612854.000000 Penalty: 5194.620605
	Iteration 87Q: 3 clusters Score -4612854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -4612854.500000 Penalty: 5194.620605
	Iteration 88Q: 3 clusters Score -4612854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -4612854.000000 Penalty: 5194.620605
	Iteration 89Q: 3 clusters Score -4612854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -4612854.000000 Penalty: 5194.620605
	Iteration 90F: 3 clusters Score -4612854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Entering Unmasked Estep 
Score: -844462.125000 Penalty: 2216.201904
	Iteration 0F: 2 clusters Score -844462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -838401.312500 Penalty: 4432.403809
	Iteration 0F: 3 clusters Score -838401.3 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -840291.500000 Penalty: 4432.403809
	Iteration 1F: 3 clusters Score -840291.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -840706.625000 Penalty: 4432.403809
	Iteration 2F: 3 clusters Score -840706.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -841057.375000 Penalty: 4432.403809
	Iteration 3F: 3 clusters Score -841057.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -841406.437500 Penalty: 4432.403809
	Iteration 4F: 3 clusters Score -841406.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -841744.625000 Penalty: 4432.403809
	Iteration 5F: 3 clusters Score -841744.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -842046.937500 Penalty: 4432.403809
	Iteration 6F: 3 clusters Score -842046.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -842300.000000 Penalty: 4432.403809
	Iteration 7Q: 3 clusters Score -842300 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -842553.062500 Penalty: 4432.403809
	Iteration 8Q: 3 clusters Score -842553.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -842731.750000 Penalty: 4432.403809
	Iteration 9Q: 3 clusters Score -842731.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -842854.500000 Penalty: 4432.403809
	Iteration 10Q: 3 clusters Score -842854.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -842953.937500 Penalty: 4432.403809
	Iteration 11Q: 3 clusters Score -842953.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -843038.625000 Penalty: 4432.403809
	Iteration 12Q: 3 clusters Score -843038.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -843105.812500 Penalty: 4432.403809
	Iteration 13Q: 3 clusters Score -843105.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -843169.312500 Penalty: 4432.403809
	Iteration 14Q: 3 clusters Score -843169.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -843216.875000 Penalty: 4432.403809
	Iteration 15Q: 3 clusters Score -843216.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -843270.750000 Penalty: 4432.403809
	Iteration 16Q: 3 clusters Score -843270.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -843313.437500 Penalty: 4432.403809
	Iteration 17Q: 3 clusters Score -843313.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -843348.250000 Penalty: 4432.403809
	Iteration 18Q: 3 clusters Score -843348.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -843382.437500 Penalty: 4432.403809
	Iteration 19Q: 3 clusters Score -843382.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -843413.500000 Penalty: 4432.403809
	Iteration 20F: 3 clusters Score -843413.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -843446.250000 Penalty: 4432.403809
	Iteration 21Q: 3 clusters Score -843446.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -843479.562500 Penalty: 4432.403809
	Iteration 22Q: 3 clusters Score -843479.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -843513.812500 Penalty: 4432.403809
	Iteration 23Q: 3 clusters Score -843513.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -843554.500000 Penalty: 4432.403809
	Iteration 24Q: 3 clusters Score -843554.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -843592.312500 Penalty: 4432.403809
	Iteration 25Q: 3 clusters Score -843592.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -843629.937500 Penalty: 4432.403809
	Iteration 26Q: 3 clusters Score -843629.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -843666.375000 Penalty: 4432.403809
	Iteration 27Q: 3 clusters Score -843666.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -843708.500000 Penalty: 4432.403809
	Iteration 28Q: 3 clusters Score -843708.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -843747.062500 Penalty: 4432.403809
	Iteration 29Q: 3 clusters Score -843747.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -843780.437500 Penalty: 4432.403809
	Iteration 30Q: 3 clusters Score -843780.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -843814.375000 Penalty: 4432.403809
	Iteration 31Q: 3 clusters Score -843814.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -843853.687500 Penalty: 4432.403809
	Iteration 32Q: 3 clusters Score -843853.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -843898.875000 Penalty: 4432.403809
	Iteration 33Q: 3 clusters Score -843898.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -843941.062500 Penalty: 4432.403809
	Iteration 34Q: 3 clusters Score -843941.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -843987.812500 Penalty: 4432.403809
	Iteration 35Q: 3 clusters Score -843987.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -844031.187500 Penalty: 4432.403809
	Iteration 36Q: 3 clusters Score -844031.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -844075.625000 Penalty: 4432.403809
	Iteration 37Q: 3 clusters Score -844075.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -844101.812500 Penalty: 4432.403809
	Iteration 38Q: 3 clusters Score -844101.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -844126.562500 Penalty: 4432.403809
	Iteration 39Q: 3 clusters Score -844126.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -844152.312500 Penalty: 4432.403809
	Iteration 40F: 3 clusters Score -844152.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -844170.937500 Penalty: 4432.403809
	Iteration 41Q: 3 clusters Score -844170.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -844191.625000 Penalty: 4432.403809
	Iteration 42Q: 3 clusters Score -844191.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -844202.562500 Penalty: 4432.403809
	Iteration 43Q: 3 clusters Score -844202.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -844211.000000 Penalty: 4432.403809
	Iteration 44Q: 3 clusters Score -844211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -844222.250000 Penalty: 4432.403809
	Iteration 45Q: 3 clusters Score -844222.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -844227.187500 Penalty: 4432.403809
	Iteration 46Q: 3 clusters Score -844227.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -844231.125000 Penalty: 4432.403809
	Iteration 47Q: 3 clusters Score -844231.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -844239.687500 Penalty: 4432.403809
	Iteration 48Q: 3 clusters Score -844239.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -844245.375000 Penalty: 4432.403809
	Iteration 49Q: 3 clusters Score -844245.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -844251.312500 Penalty: 4432.403809
	Iteration 50Q: 3 clusters Score -844251.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -844252.812500 Penalty: 4432.403809
	Iteration 51Q: 3 clusters Score -844252.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -844258.250000 Penalty: 4432.403809
	Iteration 52Q: 3 clusters Score -844258.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -844262.687500 Penalty: 4432.403809
	Iteration 53Q: 3 clusters Score -844262.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -844265.687500 Penalty: 4432.403809
	Iteration 54Q: 3 clusters Score -844265.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -844268.750000 Penalty: 4432.403809
	Iteration 55Q: 3 clusters Score -844268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -844269.625000 Penalty: 4432.403809
	Iteration 56Q: 3 clusters Score -844269.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -844269.687500 Penalty: 4432.403809
	Iteration 57Q: 3 clusters Score -844269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -844270.625000 Penalty: 4432.403809
	Iteration 58Q: 3 clusters Score -844270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -844272.250000 Penalty: 4432.403809
	Iteration 59Q: 3 clusters Score -844272.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -844272.250000 Penalty: 4432.403809
	Iteration 60F: 3 clusters Score -844272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -844274.750000 Penalty: 4432.403809
	Iteration 61Q: 3 clusters Score -844274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -844274.750000 Penalty: 4432.403809
	Iteration 62F: 3 clusters Score -844274.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150965 members 
Entering Unmasked Estep 
Score: -19210908.000000 Penalty: 2957.351318
	Iteration 0F: 2 clusters Score -1.921091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -19112660.000000 Penalty: 5914.702637
	Iteration 0F: 3 clusters Score -1.911266e+07 nChanged 72098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -19154858.000000 Penalty: 5914.702637
	Iteration 1F: 3 clusters Score -1.915486e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -19156252.000000 Penalty: 5914.702637
	Iteration 2Q: 3 clusters Score -1.915625e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -19157854.000000 Penalty: 5914.702637
	Iteration 3Q: 3 clusters Score -1.915785e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -19160530.000000 Penalty: 5914.702637
	Iteration 4Q: 3 clusters Score -1.916053e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -19164696.000000 Penalty: 5914.702637
	Iteration 5F: 3 clusters Score -1.91647e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97992 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -19170332.000000 Penalty: 5914.702637
	Iteration 6F: 3 clusters Score -1.917033e+07 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106902 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -19177598.000000 Penalty: 5914.702637
	Iteration 7F: 3 clusters Score -1.91776e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116384 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -19185416.000000 Penalty: 5914.702637
	Iteration 8F: 3 clusters Score -1.918542e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125175 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -19192342.000000 Penalty: 5914.702637
	Iteration 9F: 3 clusters Score -1.919234e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132232 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -19197622.000000 Penalty: 5914.702637
	Iteration 10Q: 3 clusters Score -1.919762e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137530 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -19201620.000000 Penalty: 5914.702637
	Iteration 11Q: 3 clusters Score -1.920162e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141258 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -19204314.000000 Penalty: 5914.702637
	Iteration 12Q: 3 clusters Score -1.920431e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143814 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -19206190.000000 Penalty: 5914.702637
	Iteration 13Q: 3 clusters Score -1.920619e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145492 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -19207332.000000 Penalty: 5914.702637
	Iteration 14Q: 3 clusters Score -1.920733e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146603 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -19208028.000000 Penalty: 5914.702637
	Iteration 15Q: 3 clusters Score -1.920803e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147333 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -19208482.000000 Penalty: 5914.702637
	Iteration 16Q: 3 clusters Score -1.920848e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147817 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -19208696.000000 Penalty: 5914.702637
	Iteration 17Q: 3 clusters Score -1.92087e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148158 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -19208962.000000 Penalty: 5914.702637
	Iteration 18Q: 3 clusters Score -1.920896e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148382 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -19209192.000000 Penalty: 5914.702637
	Iteration 19Q: 3 clusters Score -1.920919e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148558 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -19209258.000000 Penalty: 5914.702637
	Iteration 20F: 3 clusters Score -1.920926e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148703 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -19209442.000000 Penalty: 5914.702637
	Iteration 21Q: 3 clusters Score -1.920944e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148816 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -19209580.000000 Penalty: 5914.702637
	Iteration 22Q: 3 clusters Score -1.920958e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148911 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19209786.000000 Penalty: 5914.702637
	Iteration 23Q: 3 clusters Score -1.920979e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148955 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -19209934.000000 Penalty: 5914.702637
	Iteration 24Q: 3 clusters Score -1.920993e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148971 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -19210122.000000 Penalty: 5914.702637
	Iteration 25Q: 3 clusters Score -1.921012e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148974 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -19210226.000000 Penalty: 5914.702637
	Iteration 26Q: 3 clusters Score -1.921023e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148952 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -19210288.000000 Penalty: 5914.702637
	Iteration 27Q: 3 clusters Score -1.921029e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148924 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -19210348.000000 Penalty: 5914.702637
	Iteration 28Q: 3 clusters Score -1.921035e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148914 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -19210346.000000 Penalty: 5914.702637
	Iteration 29Q: 3 clusters Score -1.921035e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148894 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19210386.000000 Penalty: 5914.702637
	Iteration 30Q: 3 clusters Score -1.921039e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148875 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -19210414.000000 Penalty: 5914.702637
	Iteration 31Q: 3 clusters Score -1.921041e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148854 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -19210408.000000 Penalty: 5914.702637
	Iteration 32Q: 3 clusters Score -1.921041e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148841 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -19210452.000000 Penalty: 5914.702637
	Iteration 33Q: 3 clusters Score -1.921045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148827 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -19210446.000000 Penalty: 5914.702637
	Iteration 34Q: 3 clusters Score -1.921045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148821 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -19210442.000000 Penalty: 5914.702637
	Iteration 35Q: 3 clusters Score -1.921044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148808 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -19210450.000000 Penalty: 5914.702637
	Iteration 36Q: 3 clusters Score -1.921045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148804 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -19210452.000000 Penalty: 5914.702637
	Iteration 37Q: 3 clusters Score -1.921045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148799 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -19210442.000000 Penalty: 5914.702637
	Iteration 38Q: 3 clusters Score -1.921044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148791 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -19210434.000000 Penalty: 5914.702637
	Iteration 39Q: 3 clusters Score -1.921043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148786 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -19210448.000000 Penalty: 5914.702637
	Iteration 40F: 3 clusters Score -1.921045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148772 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -19210448.000000 Penalty: 5914.702637
	Iteration 41Q: 3 clusters Score -1.921045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148768 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -19210452.000000 Penalty: 5914.702637
	Iteration 42Q: 3 clusters Score -1.921045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148758 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -19210450.000000 Penalty: 5914.702637
	Iteration 43Q: 3 clusters Score -1.921045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148746 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -19210460.000000 Penalty: 5914.702637
	Iteration 44Q: 3 clusters Score -1.921046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148739 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -19210458.000000 Penalty: 5914.702637
	Iteration 45Q: 3 clusters Score -1.921046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148732 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -19210472.000000 Penalty: 5914.702637
	Iteration 46Q: 3 clusters Score -1.921047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148726 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -19210488.000000 Penalty: 5914.702637
	Iteration 47Q: 3 clusters Score -1.921049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -19210468.000000 Penalty: 5914.702637
	Iteration 48Q: 3 clusters Score -1.921047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -19210470.000000 Penalty: 5914.702637
	Iteration 49Q: 3 clusters Score -1.921047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148721 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -19210476.000000 Penalty: 5914.702637
	Iteration 50Q: 3 clusters Score -1.921048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148714 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -19210474.000000 Penalty: 5914.702637
	Iteration 51Q: 3 clusters Score -1.921047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148711 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -19210466.000000 Penalty: 5914.702637
	Iteration 52Q: 3 clusters Score -1.921047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148707 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -19210472.000000 Penalty: 5914.702637
	Iteration 53Q: 3 clusters Score -1.921047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148707 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -19210472.000000 Penalty: 5914.702637
	Iteration 54F: 3 clusters Score -1.921047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Entering Unmasked Estep 
Score: -6852641.000000 Penalty: 2712.806152
	Iteration 0F: 2 clusters Score -6852641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -6814765.500000 Penalty: 5425.612305
	Iteration 0F: 3 clusters Score -6814766 nChanged 26186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -6829601.000000 Penalty: 5425.612305
	Iteration 1F: 3 clusters Score -6829601 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -6830403.000000 Penalty: 5425.612305
	Iteration 2Q: 3 clusters Score -6830403 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -6831279.500000 Penalty: 5425.612305
	Iteration 3Q: 3 clusters Score -6831280 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -6832222.000000 Penalty: 5425.612305
	Iteration 4Q: 3 clusters Score -6832222 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -6833387.500000 Penalty: 5425.612305
	Iteration 5Q: 3 clusters Score -6833388 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -6834670.000000 Penalty: 5425.612305
	Iteration 6Q: 3 clusters Score -6834670 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -6836149.000000 Penalty: 5425.612305
	Iteration 7F: 3 clusters Score -6836149 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -6837948.500000 Penalty: 5425.612305
	Iteration 8F: 3 clusters Score -6837948 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -6839801.500000 Penalty: 5425.612305
	Iteration 9F: 3 clusters Score -6839802 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -6841644.000000 Penalty: 5425.612305
	Iteration 10Q: 3 clusters Score -6841644 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -6843285.500000 Penalty: 5425.612305
	Iteration 11Q: 3 clusters Score -6843286 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -6844555.500000 Penalty: 5425.612305
	Iteration 12Q: 3 clusters Score -6844556 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -6845443.000000 Penalty: 5425.612305
	Iteration 13Q: 3 clusters Score -6845443 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -6846110.000000 Penalty: 5425.612305
	Iteration 14Q: 3 clusters Score -6846110 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -6846647.500000 Penalty: 5425.612305
	Iteration 15Q: 3 clusters Score -6846648 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -6847087.500000 Penalty: 5425.612305
	Iteration 16Q: 3 clusters Score -6847088 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -6847503.500000 Penalty: 5425.612305
	Iteration 17Q: 3 clusters Score -6847504 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -6847853.000000 Penalty: 5425.612305
	Iteration 18Q: 3 clusters Score -6847853 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -6848187.000000 Penalty: 5425.612305
	Iteration 19Q: 3 clusters Score -6848187 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -6848473.500000 Penalty: 5425.612305
	Iteration 20F: 3 clusters Score -6848474 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -6848806.000000 Penalty: 5425.612305
	Iteration 21Q: 3 clusters Score -6848806 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -6849115.500000 Penalty: 5425.612305
	Iteration 22Q: 3 clusters Score -6849116 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -6849456.500000 Penalty: 5425.612305
	Iteration 23Q: 3 clusters Score -6849456 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -6849763.000000 Penalty: 5425.612305
	Iteration 24Q: 3 clusters Score -6849763 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6850057.000000 Penalty: 5425.612305
	Iteration 25Q: 3 clusters Score -6850057 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -6850299.000000 Penalty: 5425.612305
	Iteration 26Q: 3 clusters Score -6850299 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6850484.500000 Penalty: 5425.612305
	Iteration 27Q: 3 clusters Score -6850484 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6850662.000000 Penalty: 5425.612305
	Iteration 28Q: 3 clusters Score -6850662 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -6850786.500000 Penalty: 5425.612305
	Iteration 29Q: 3 clusters Score -6850786 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6850887.000000 Penalty: 5425.612305
	Iteration 30Q: 3 clusters Score -6850887 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6851007.000000 Penalty: 5425.612305
	Iteration 31Q: 3 clusters Score -6851007 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6851053.000000 Penalty: 5425.612305
	Iteration 32Q: 3 clusters Score -6851053 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6851118.000000 Penalty: 5425.612305
	Iteration 33Q: 3 clusters Score -6851118 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6851178.000000 Penalty: 5425.612305
	Iteration 34Q: 3 clusters Score -6851178 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6851225.000000 Penalty: 5425.612305
	Iteration 35Q: 3 clusters Score -6851225 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6851248.500000 Penalty: 5425.612305
	Iteration 36Q: 3 clusters Score -6851248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6851280.500000 Penalty: 5425.612305
	Iteration 37Q: 3 clusters Score -6851280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6851289.000000 Penalty: 5425.612305
	Iteration 38Q: 3 clusters Score -6851289 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6851307.500000 Penalty: 5425.612305
	Iteration 39Q: 3 clusters Score -6851308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6851327.000000 Penalty: 5425.612305
	Iteration 40F: 3 clusters Score -6851327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6851334.000000 Penalty: 5425.612305
	Iteration 41Q: 3 clusters Score -6851334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6851338.000000 Penalty: 5425.612305
	Iteration 42Q: 3 clusters Score -6851338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6851362.000000 Penalty: 5425.612305
	Iteration 43Q: 3 clusters Score -6851362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6851348.000000 Penalty: 5425.612305
	Iteration 44Q: 3 clusters Score -6851348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6851348.500000 Penalty: 5425.612305
	Iteration 45Q: 3 clusters Score -6851348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6851349.000000 Penalty: 5425.612305
	Iteration 46Q: 3 clusters Score -6851349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6851349.000000 Penalty: 5425.612305
	Iteration 47Q: 3 clusters Score -6851349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6851362.000000 Penalty: 5425.612305
	Iteration 48Q: 3 clusters Score -6851362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6851361.000000 Penalty: 5425.612305
	Iteration 49Q: 3 clusters Score -6851361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6851359.500000 Penalty: 5425.612305
	Iteration 50Q: 3 clusters Score -6851360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6851356.000000 Penalty: 5425.612305
	Iteration 51Q: 3 clusters Score -6851356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6851366.000000 Penalty: 5425.612305
	Iteration 52Q: 3 clusters Score -6851366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6851366.000000 Penalty: 5425.612305
	Iteration 53Q: 3 clusters Score -6851366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6851373.500000 Penalty: 5425.612305
	Iteration 54Q: 3 clusters Score -6851374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6851373.500000 Penalty: 5425.612305
	Iteration 55F: 3 clusters Score -6851374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -403134.125000 Penalty: 2015.303223
	Iteration 0F: 2 clusters Score -403134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -399646.500000 Penalty: 4030.606445
	Iteration 0F: 3 clusters Score -399646.5 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -400408.937500 Penalty: 4030.606445
	Iteration 1F: 3 clusters Score -400408.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -400584.125000 Penalty: 4030.606445
	Iteration 2F: 3 clusters Score -400584.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -400693.250000 Penalty: 4030.606445
	Iteration 3F: 3 clusters Score -400693.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -400747.281250 Penalty: 4030.606445
	Iteration 4Q: 3 clusters Score -400747.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -400791.906250 Penalty: 4030.606445
	Iteration 5Q: 3 clusters Score -400791.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -400830.031250 Penalty: 4030.606445
	Iteration 6Q: 3 clusters Score -400830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -400868.375000 Penalty: 4030.606445
	Iteration 7Q: 3 clusters Score -400868.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -400892.937500 Penalty: 4030.606445
	Iteration 8Q: 3 clusters Score -400892.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -400914.531250 Penalty: 4030.606445
	Iteration 9Q: 3 clusters Score -400914.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -400932.218750 Penalty: 4030.606445
	Iteration 10Q: 3 clusters Score -400932.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -400949.156250 Penalty: 4030.606445
	Iteration 11Q: 3 clusters Score -400949.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -400975.718750 Penalty: 4030.606445
	Iteration 12Q: 3 clusters Score -400975.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -401012.625000 Penalty: 4030.606445
	Iteration 13Q: 3 clusters Score -401012.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -401048.687500 Penalty: 4030.606445
	Iteration 14Q: 3 clusters Score -401048.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -401086.781250 Penalty: 4030.606445
	Iteration 15Q: 3 clusters Score -401086.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -401130.187500 Penalty: 4030.606445
	Iteration 16Q: 3 clusters Score -401130.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -401167.781250 Penalty: 4030.606445
	Iteration 17Q: 3 clusters Score -401167.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -401200.500000 Penalty: 4030.606445
	Iteration 18Q: 3 clusters Score -401200.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -401241.312500 Penalty: 4030.606445
	Iteration 19Q: 3 clusters Score -401241.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -401285.062500 Penalty: 4030.606445
	Iteration 20F: 3 clusters Score -401285.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -401345.562500 Penalty: 4030.606445
	Iteration 21Q: 3 clusters Score -401345.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -401397.062500 Penalty: 4030.606445
	Iteration 22Q: 3 clusters Score -401397.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -401430.375000 Penalty: 4030.606445
	Iteration 23Q: 3 clusters Score -401430.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -401465.843750 Penalty: 4030.606445
	Iteration 24Q: 3 clusters Score -401465.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -401496.375000 Penalty: 4030.606445
	Iteration 25Q: 3 clusters Score -401496.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -401527.593750 Penalty: 4030.606445
	Iteration 26Q: 3 clusters Score -401527.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -401554.625000 Penalty: 4030.606445
	Iteration 27Q: 3 clusters Score -401554.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -401575.843750 Penalty: 4030.606445
	Iteration 28Q: 3 clusters Score -401575.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -401594.343750 Penalty: 4030.606445
	Iteration 29Q: 3 clusters Score -401594.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -401609.625000 Penalty: 4030.606445
	Iteration 30Q: 3 clusters Score -401609.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -401622.062500 Penalty: 4030.606445
	Iteration 31Q: 3 clusters Score -401622.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -401634.531250 Penalty: 4030.606445
	Iteration 32Q: 3 clusters Score -401634.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -401643.406250 Penalty: 4030.606445
	Iteration 33Q: 3 clusters Score -401643.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -401651.125000 Penalty: 4030.606445
	Iteration 34Q: 3 clusters Score -401651.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -401655.937500 Penalty: 4030.606445
	Iteration 35Q: 3 clusters Score -401655.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -401665.937500 Penalty: 4030.606445
	Iteration 36Q: 3 clusters Score -401665.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -401673.343750 Penalty: 4030.606445
	Iteration 37Q: 3 clusters Score -401673.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -401679.812500 Penalty: 4030.606445
	Iteration 38Q: 3 clusters Score -401679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -401682.343750 Penalty: 4030.606445
	Iteration 39Q: 3 clusters Score -401682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -401684.093750 Penalty: 4030.606445
	Iteration 40F: 3 clusters Score -401684.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Entering Unmasked Estep 
Score: -5632008.500000 Penalty: 2653.768555
	Iteration 0F: 2 clusters Score -5632008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -5601828.500000 Penalty: 5307.537109
	Iteration 0F: 3 clusters Score -5601828 nChanged 20539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -5613179.500000 Penalty: 5307.537109
	Iteration 1F: 3 clusters Score -5613180 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -5613874.000000 Penalty: 5307.537109
	Iteration 2Q: 3 clusters Score -5613874 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -5614612.000000 Penalty: 5307.537109
	Iteration 3Q: 3 clusters Score -5614612 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -5615718.500000 Penalty: 5307.537109
	Iteration 4Q: 3 clusters Score -5615718 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -5617309.000000 Penalty: 5307.537109
	Iteration 5F: 3 clusters Score -5617309 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -5619758.000000 Penalty: 5307.537109
	Iteration 6F: 3 clusters Score -5619758 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -5622771.500000 Penalty: 5307.537109
	Iteration 7F: 3 clusters Score -5622772 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -5625790.000000 Penalty: 5307.537109
	Iteration 8F: 3 clusters Score -5625790 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5627829.000000 Penalty: 5307.537109
	Iteration 9Q: 3 clusters Score -5627829 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5628873.000000 Penalty: 5307.537109
	Iteration 10Q: 3 clusters Score -5628873 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5629312.500000 Penalty: 5307.537109
	Iteration 11Q: 3 clusters Score -5629312 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5629468.000000 Penalty: 5307.537109
	Iteration 12Q: 3 clusters Score -5629468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5629544.000000 Penalty: 5307.537109
	Iteration 13Q: 3 clusters Score -5629544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5629580.500000 Penalty: 5307.537109
	Iteration 14Q: 3 clusters Score -5629580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5629613.500000 Penalty: 5307.537109
	Iteration 15Q: 3 clusters Score -5629614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5629632.500000 Penalty: 5307.537109
	Iteration 16Q: 3 clusters Score -5629632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5629640.500000 Penalty: 5307.537109
	Iteration 17Q: 3 clusters Score -5629640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5629664.000000 Penalty: 5307.537109
	Iteration 18Q: 3 clusters Score -5629664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5629682.000000 Penalty: 5307.537109
	Iteration 19Q: 3 clusters Score -5629682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5629688.500000 Penalty: 5307.537109
	Iteration 20F: 3 clusters Score -5629688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5629692.000000 Penalty: 5307.537109
	Iteration 21Q: 3 clusters Score -5629692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5629694.500000 Penalty: 5307.537109
	Iteration 22Q: 3 clusters Score -5629694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5629698.500000 Penalty: 5307.537109
	Iteration 23Q: 3 clusters Score -5629698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5629698.500000 Penalty: 5307.537109
	Iteration 24F: 3 clusters Score -5629698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124616 members 
Entering Unmasked Estep 
Score: -16146828.000000 Penalty: 2909.781982
	Iteration 0F: 2 clusters Score -1.614683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -16064445.000000 Penalty: 5819.563965
	Iteration 0F: 3 clusters Score -1.606444e+07 nChanged 59275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -16099004.000000 Penalty: 5819.563965
	Iteration 1F: 3 clusters Score -1.6099e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -16100447.000000 Penalty: 5819.563965
	Iteration 2Q: 3 clusters Score -1.610045e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -16102169.000000 Penalty: 5819.563965
	Iteration 3Q: 3 clusters Score -1.610217e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -16104209.000000 Penalty: 5819.563965
	Iteration 4Q: 3 clusters Score -1.610421e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -16106921.000000 Penalty: 5819.563965
	Iteration 5Q: 3 clusters Score -1.610692e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70170 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -16111025.000000 Penalty: 5819.563965
	Iteration 6F: 3 clusters Score -1.611102e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -16116244.000000 Penalty: 5819.563965
	Iteration 7F: 3 clusters Score -1.611624e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -16122743.000000 Penalty: 5819.563965
	Iteration 8F: 3 clusters Score -1.612274e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -16128744.000000 Penalty: 5819.563965
	Iteration 9F: 3 clusters Score -1.612874e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -16132514.000000 Penalty: 5819.563965
	Iteration 10Q: 3 clusters Score -1.613251e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89419 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -16134611.000000 Penalty: 5819.563965
	Iteration 11Q: 3 clusters Score -1.613461e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -16135934.000000 Penalty: 5819.563965
	Iteration 12Q: 3 clusters Score -1.613593e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -16137262.000000 Penalty: 5819.563965
	Iteration 13Q: 3 clusters Score -1.613726e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97181 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -16138620.000000 Penalty: 5819.563965
	Iteration 14Q: 3 clusters Score -1.613862e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -16139754.000000 Penalty: 5819.563965
	Iteration 15Q: 3 clusters Score -1.613975e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101459 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -16140791.000000 Penalty: 5819.563965
	Iteration 16Q: 3 clusters Score -1.614079e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103227 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -16141726.000000 Penalty: 5819.563965
	Iteration 17Q: 3 clusters Score -1.614173e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104754 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -16142400.000000 Penalty: 5819.563965
	Iteration 18Q: 3 clusters Score -1.61424e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106098 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -16142941.000000 Penalty: 5819.563965
	Iteration 19Q: 3 clusters Score -1.614294e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -16143305.000000 Penalty: 5819.563965
	Iteration 20F: 3 clusters Score -1.61433e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108191 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -16143557.000000 Penalty: 5819.563965
	Iteration 21Q: 3 clusters Score -1.614356e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109068 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -16143823.000000 Penalty: 5819.563965
	Iteration 22Q: 3 clusters Score -1.614382e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109846 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -16144024.000000 Penalty: 5819.563965
	Iteration 23Q: 3 clusters Score -1.614402e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110517 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -16144106.000000 Penalty: 5819.563965
	Iteration 24Q: 3 clusters Score -1.614411e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111079 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -16144220.000000 Penalty: 5819.563965
	Iteration 25Q: 3 clusters Score -1.614422e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111558 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -16144313.000000 Penalty: 5819.563965
	Iteration 26Q: 3 clusters Score -1.614431e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111995 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -16144398.000000 Penalty: 5819.563965
	Iteration 27Q: 3 clusters Score -1.61444e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112401 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -16144469.000000 Penalty: 5819.563965
	Iteration 28Q: 3 clusters Score -1.614447e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112774 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -16144560.000000 Penalty: 5819.563965
	Iteration 29Q: 3 clusters Score -1.614456e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113128 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -16144574.000000 Penalty: 5819.563965
	Iteration 30Q: 3 clusters Score -1.614457e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113460 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -16144630.000000 Penalty: 5819.563965
	Iteration 31Q: 3 clusters Score -1.614463e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113746 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -16144650.000000 Penalty: 5819.563965
	Iteration 32Q: 3 clusters Score -1.614465e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114002 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -16144677.000000 Penalty: 5819.563965
	Iteration 33Q: 3 clusters Score -1.614468e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114258 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -16144739.000000 Penalty: 5819.563965
	Iteration 34Q: 3 clusters Score -1.614474e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -16144735.000000 Penalty: 5819.563965
	Iteration 35Q: 3 clusters Score -1.614474e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114689 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -16144760.000000 Penalty: 5819.563965
	Iteration 36Q: 3 clusters Score -1.614476e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114914 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -16144769.000000 Penalty: 5819.563965
	Iteration 37Q: 3 clusters Score -1.614477e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115123 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -16144790.000000 Penalty: 5819.563965
	Iteration 38Q: 3 clusters Score -1.614479e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115322 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -16144775.000000 Penalty: 5819.563965
	Iteration 39Q: 3 clusters Score -1.614478e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115519 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -16144825.000000 Penalty: 5819.563965
	Iteration 40F: 3 clusters Score -1.614482e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115692 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -16144842.000000 Penalty: 5819.563965
	Iteration 41Q: 3 clusters Score -1.614484e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115863 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -16144876.000000 Penalty: 5819.563965
	Iteration 42Q: 3 clusters Score -1.614488e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116032 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -16144872.000000 Penalty: 5819.563965
	Iteration 43Q: 3 clusters Score -1.614487e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116185 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -16144871.000000 Penalty: 5819.563965
	Iteration 44Q: 3 clusters Score -1.614487e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116332 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -16144879.000000 Penalty: 5819.563965
	Iteration 45Q: 3 clusters Score -1.614488e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116466 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -16144918.000000 Penalty: 5819.563965
	Iteration 46Q: 3 clusters Score -1.614492e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116605 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -16144950.000000 Penalty: 5819.563965
	Iteration 47Q: 3 clusters Score -1.614495e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116729 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -16144953.000000 Penalty: 5819.563965
	Iteration 48Q: 3 clusters Score -1.614495e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116861 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -16144998.000000 Penalty: 5819.563965
	Iteration 49Q: 3 clusters Score -1.6145e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116977 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -16144976.000000 Penalty: 5819.563965
	Iteration 50Q: 3 clusters Score -1.614498e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117088 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -16145033.000000 Penalty: 5819.563965
	Iteration 51Q: 3 clusters Score -1.614503e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117198 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -16145034.000000 Penalty: 5819.563965
	Iteration 52Q: 3 clusters Score -1.614503e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117288 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -16145067.000000 Penalty: 5819.563965
	Iteration 53Q: 3 clusters Score -1.614507e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117373 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -16145076.000000 Penalty: 5819.563965
	Iteration 54Q: 3 clusters Score -1.614508e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117459 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -16145070.000000 Penalty: 5819.563965
	Iteration 55Q: 3 clusters Score -1.614507e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117545 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -16145071.000000 Penalty: 5819.563965
	Iteration 56Q: 3 clusters Score -1.614507e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117619 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -16145062.000000 Penalty: 5819.563965
	Iteration 57Q: 3 clusters Score -1.614506e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117676 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -16145082.000000 Penalty: 5819.563965
	Iteration 58Q: 3 clusters Score -1.614508e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117731 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -16145072.000000 Penalty: 5819.563965
	Iteration 59Q: 3 clusters Score -1.614507e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117783 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -16145103.000000 Penalty: 5819.563965
	Iteration 60F: 3 clusters Score -1.61451e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117834 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -16145110.000000 Penalty: 5819.563965
	Iteration 61Q: 3 clusters Score -1.614511e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117876 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -16145116.000000 Penalty: 5819.563965
	Iteration 62Q: 3 clusters Score -1.614512e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117924 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -16145103.000000 Penalty: 5819.563965
	Iteration 63Q: 3 clusters Score -1.61451e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117970 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -16145088.000000 Penalty: 5819.563965
	Iteration 64Q: 3 clusters Score -1.614509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118005 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -16145084.000000 Penalty: 5819.563965
	Iteration 65Q: 3 clusters Score -1.614508e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118049 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -16145089.000000 Penalty: 5819.563965
	Iteration 66Q: 3 clusters Score -1.614509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118085 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -16145103.000000 Penalty: 5819.563965
	Iteration 67Q: 3 clusters Score -1.61451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -16145097.000000 Penalty: 5819.563965
	Iteration 68Q: 3 clusters Score -1.61451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118131 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -16145085.000000 Penalty: 5819.563965
	Iteration 69Q: 3 clusters Score -1.614508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118157 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -16145061.000000 Penalty: 5819.563965
	Iteration 70Q: 3 clusters Score -1.614506e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118182 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -16145082.000000 Penalty: 5819.563965
	Iteration 71Q: 3 clusters Score -1.614508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118202 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -16145085.000000 Penalty: 5819.563965
	Iteration 72Q: 3 clusters Score -1.614508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118223 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -16145077.000000 Penalty: 5819.563965
	Iteration 73Q: 3 clusters Score -1.614508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118242 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -16145103.000000 Penalty: 5819.563965
	Iteration 74Q: 3 clusters Score -1.61451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118258 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -16145088.000000 Penalty: 5819.563965
	Iteration 75Q: 3 clusters Score -1.614509e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118281 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -16145080.000000 Penalty: 5819.563965
	Iteration 76Q: 3 clusters Score -1.614508e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118308 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -16145074.000000 Penalty: 5819.563965
	Iteration 77Q: 3 clusters Score -1.614507e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118334 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -16145065.000000 Penalty: 5819.563965
	Iteration 78Q: 3 clusters Score -1.614506e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118367 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -16145083.000000 Penalty: 5819.563965
	Iteration 79Q: 3 clusters Score -1.614508e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -16145085.000000 Penalty: 5819.563965
	Iteration 80F: 3 clusters Score -1.614508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118430 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -16145063.000000 Penalty: 5819.563965
	Iteration 81Q: 3 clusters Score -1.614506e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118458 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -16145047.000000 Penalty: 5819.563965
	Iteration 82Q: 3 clusters Score -1.614505e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118482 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -16145040.000000 Penalty: 5819.563965
	Iteration 83Q: 3 clusters Score -1.614504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118501 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -16145054.000000 Penalty: 5819.563965
	Iteration 84Q: 3 clusters Score -1.614505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118516 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -16145059.000000 Penalty: 5819.563965
	Iteration 85Q: 3 clusters Score -1.614506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118532 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -16145058.000000 Penalty: 5819.563965
	Iteration 86Q: 3 clusters Score -1.614506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118558 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -16145060.000000 Penalty: 5819.563965
	Iteration 87Q: 3 clusters Score -1.614506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118576 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -16145077.000000 Penalty: 5819.563965
	Iteration 88Q: 3 clusters Score -1.614508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118595 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -16145060.000000 Penalty: 5819.563965
	Iteration 89Q: 3 clusters Score -1.614506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118616 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -16145067.000000 Penalty: 5819.563965
	Iteration 90Q: 3 clusters Score -1.614507e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118634 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -16145071.000000 Penalty: 5819.563965
	Iteration 91Q: 3 clusters Score -1.614507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118655 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -16145078.000000 Penalty: 5819.563965
	Iteration 92Q: 3 clusters Score -1.614508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118674 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -16145075.000000 Penalty: 5819.563965
	Iteration 93Q: 3 clusters Score -1.614508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118687 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -16145088.000000 Penalty: 5819.563965
	Iteration 94Q: 3 clusters Score -1.614509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -16145087.000000 Penalty: 5819.563965
	Iteration 95Q: 3 clusters Score -1.614509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118707 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -16145089.000000 Penalty: 5819.563965
	Iteration 96Q: 3 clusters Score -1.614509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118721 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -16145072.000000 Penalty: 5819.563965
	Iteration 97Q: 3 clusters Score -1.614507e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118740 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -16145079.000000 Penalty: 5819.563965
	Iteration 98Q: 3 clusters Score -1.614508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118754 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -16145088.000000 Penalty: 5819.563965
	Iteration 99Q: 3 clusters Score -1.614509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118764 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -16145076.000000 Penalty: 5819.563965
	Iteration 100F: 3 clusters Score -1.614508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118775 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -16145083.000000 Penalty: 5819.563965
	Iteration 101Q: 3 clusters Score -1.614508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -16145079.000000 Penalty: 5819.563965
	Iteration 102Q: 3 clusters Score -1.614508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -16145064.000000 Penalty: 5819.563965
	Iteration 103Q: 3 clusters Score -1.614506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118816 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -16145058.000000 Penalty: 5819.563965
	Iteration 104Q: 3 clusters Score -1.614506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118824 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -16145059.000000 Penalty: 5819.563965
	Iteration 105Q: 3 clusters Score -1.614506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118835 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -16145057.000000 Penalty: 5819.563965
	Iteration 106Q: 3 clusters Score -1.614506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -16145053.000000 Penalty: 5819.563965
	Iteration 107Q: 3 clusters Score -1.614505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118868 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -16145058.000000 Penalty: 5819.563965
	Iteration 108Q: 3 clusters Score -1.614506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118883 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -16145051.000000 Penalty: 5819.563965
	Iteration 109Q: 3 clusters Score -1.614505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118900 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -16145056.000000 Penalty: 5819.563965
	Iteration 110Q: 3 clusters Score -1.614506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118917 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -16145061.000000 Penalty: 5819.563965
	Iteration 111Q: 3 clusters Score -1.614506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118928 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -16145051.000000 Penalty: 5819.563965
	Iteration 112Q: 3 clusters Score -1.614505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118941 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -16145068.000000 Penalty: 5819.563965
	Iteration 113Q: 3 clusters Score -1.614507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -16145069.000000 Penalty: 5819.563965
	Iteration 114Q: 3 clusters Score -1.614507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118962 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -16145070.000000 Penalty: 5819.563965
	Iteration 115Q: 3 clusters Score -1.614507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118971 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -16145063.000000 Penalty: 5819.563965
	Iteration 116Q: 3 clusters Score -1.614506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118983 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -16145051.000000 Penalty: 5819.563965
	Iteration 117Q: 3 clusters Score -1.614505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118992 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -16145044.000000 Penalty: 5819.563965
	Iteration 118Q: 3 clusters Score -1.614504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118996 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -16145046.000000 Penalty: 5819.563965
	Iteration 119Q: 3 clusters Score -1.614505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119001 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -16145033.000000 Penalty: 5819.563965
	Iteration 120F: 3 clusters Score -1.614503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119005 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -16145034.000000 Penalty: 5819.563965
	Iteration 121Q: 3 clusters Score -1.614503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119009 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -16145038.000000 Penalty: 5819.563965
	Iteration 122Q: 3 clusters Score -1.614504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119011 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -16145048.000000 Penalty: 5819.563965
	Iteration 123Q: 3 clusters Score -1.614505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119012 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -16145046.000000 Penalty: 5819.563965
	Iteration 124Q: 3 clusters Score -1.614505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119012 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -16145044.000000 Penalty: 5819.563965
	Iteration 125Q: 3 clusters Score -1.614504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119014 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -16145038.000000 Penalty: 5819.563965
	Iteration 126Q: 3 clusters Score -1.614504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119015 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -16145045.000000 Penalty: 5819.563965
	Iteration 127Q: 3 clusters Score -1.614504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119016 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -16145049.000000 Penalty: 5819.563965
	Iteration 128Q: 3 clusters Score -1.614505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119018 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -16145045.000000 Penalty: 5819.563965
	Iteration 129Q: 3 clusters Score -1.614504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119019 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -16145039.000000 Penalty: 5819.563965
	Iteration 130Q: 3 clusters Score -1.614504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119019 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -16145039.000000 Penalty: 5819.563965
	Iteration 131F: 3 clusters Score -1.614504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (101241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Entering Unmasked Estep 
Score: -12876644.000000 Penalty: 2858.264160
	Iteration 0F: 2 clusters Score -1.287664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -12808661.000000 Penalty: 5716.528320
	Iteration 0F: 3 clusters Score -1.280866e+07 nChanged 47991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -12836376.000000 Penalty: 5716.528320
	Iteration 1F: 3 clusters Score -1.283638e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -12837605.000000 Penalty: 5716.528320
	Iteration 2Q: 3 clusters Score -1.28376e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -12839467.000000 Penalty: 5716.528320
	Iteration 3Q: 3 clusters Score -1.283947e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -12842493.000000 Penalty: 5716.528320
	Iteration 4F: 3 clusters Score -1.284249e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73655 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -12847500.000000 Penalty: 5716.528320
	Iteration 5F: 3 clusters Score -1.28475e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -12855095.000000 Penalty: 5716.528320
	Iteration 6F: 3 clusters Score -1.28551e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -12863382.000000 Penalty: 5716.528320
	Iteration 7F: 3 clusters Score -1.286338e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -12869691.000000 Penalty: 5716.528320
	Iteration 8F: 3 clusters Score -1.286969e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -12872613.000000 Penalty: 5716.528320
	Iteration 9Q: 3 clusters Score -1.287261e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100692 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -12873605.000000 Penalty: 5716.528320
	Iteration 10Q: 3 clusters Score -1.28736e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12873875.000000 Penalty: 5716.528320
	Iteration 11Q: 3 clusters Score -1.287388e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100991 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -12873969.000000 Penalty: 5716.528320
	Iteration 12Q: 3 clusters Score -1.287397e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101011 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12874015.000000 Penalty: 5716.528320
	Iteration 13Q: 3 clusters Score -1.287402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101028 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12874044.000000 Penalty: 5716.528320
	Iteration 14Q: 3 clusters Score -1.287404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12874070.000000 Penalty: 5716.528320
	Iteration 15Q: 3 clusters Score -1.287407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12874086.000000 Penalty: 5716.528320
	Iteration 16Q: 3 clusters Score -1.287409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12874098.000000 Penalty: 5716.528320
	Iteration 17Q: 3 clusters Score -1.28741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12874114.000000 Penalty: 5716.528320
	Iteration 18Q: 3 clusters Score -1.287411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12874116.000000 Penalty: 5716.528320
	Iteration 19Q: 3 clusters Score -1.287412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12874123.000000 Penalty: 5716.528320
	Iteration 20F: 3 clusters Score -1.287412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12874123.000000 Penalty: 5716.528320
	Iteration 21Q: 3 clusters Score -1.287412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12874125.000000 Penalty: 5716.528320
	Iteration 22Q: 3 clusters Score -1.287412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12874129.000000 Penalty: 5716.528320
	Iteration 23Q: 3 clusters Score -1.287413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101035 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12874128.000000 Penalty: 5716.528320
	Iteration 24Q: 3 clusters Score -1.287413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12874134.000000 Penalty: 5716.528320
	Iteration 25Q: 3 clusters Score -1.287413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12874147.000000 Penalty: 5716.528320
	Iteration 26Q: 3 clusters Score -1.287415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101040 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12874160.000000 Penalty: 5716.528320
	Iteration 27Q: 3 clusters Score -1.287416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12874154.000000 Penalty: 5716.528320
	Iteration 28Q: 3 clusters Score -1.287415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12874149.000000 Penalty: 5716.528320
	Iteration 29Q: 3 clusters Score -1.287415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12874149.000000 Penalty: 5716.528320
	Iteration 30F: 3 clusters Score -1.287415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Entering Unmasked Estep 
Score: -1895337.875000 Penalty: 2399.700195
	Iteration 0F: 2 clusters Score -1895338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1883918.500000 Penalty: 4799.400391
	Iteration 0F: 3 clusters Score -1883918 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1888048.125000 Penalty: 4799.400391
	Iteration 1F: 3 clusters Score -1888048 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1888900.875000 Penalty: 4799.400391
	Iteration 2F: 3 clusters Score -1888901 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1889743.875000 Penalty: 4799.400391
	Iteration 3F: 3 clusters Score -1889744 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1890554.875000 Penalty: 4799.400391
	Iteration 4F: 3 clusters Score -1890555 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1891262.125000 Penalty: 4799.400391
	Iteration 5F: 3 clusters Score -1891262 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1891922.000000 Penalty: 4799.400391
	Iteration 6F: 3 clusters Score -1891922 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1892498.750000 Penalty: 4799.400391
	Iteration 7Q: 3 clusters Score -1892499 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1892934.500000 Penalty: 4799.400391
	Iteration 8Q: 3 clusters Score -1892934 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1893204.750000 Penalty: 4799.400391
	Iteration 9Q: 3 clusters Score -1893205 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1893392.250000 Penalty: 4799.400391
	Iteration 10Q: 3 clusters Score -1893392 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1893521.500000 Penalty: 4799.400391
	Iteration 11Q: 3 clusters Score -1893522 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1893629.125000 Penalty: 4799.400391
	Iteration 12Q: 3 clusters Score -1893629 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1893699.875000 Penalty: 4799.400391
	Iteration 13Q: 3 clusters Score -1893700 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1893756.250000 Penalty: 4799.400391
	Iteration 14Q: 3 clusters Score -1893756 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1893802.625000 Penalty: 4799.400391
	Iteration 15Q: 3 clusters Score -1893803 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1893834.625000 Penalty: 4799.400391
	Iteration 16Q: 3 clusters Score -1893835 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1893853.625000 Penalty: 4799.400391
	Iteration 17Q: 3 clusters Score -1893854 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1893876.875000 Penalty: 4799.400391
	Iteration 18Q: 3 clusters Score -1893877 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1893890.250000 Penalty: 4799.400391
	Iteration 19Q: 3 clusters Score -1893890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1893896.625000 Penalty: 4799.400391
	Iteration 20F: 3 clusters Score -1893897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1893911.750000 Penalty: 4799.400391
	Iteration 21Q: 3 clusters Score -1893912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1893932.625000 Penalty: 4799.400391
	Iteration 22Q: 3 clusters Score -1893933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1893939.625000 Penalty: 4799.400391
	Iteration 23Q: 3 clusters Score -1893940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1893945.750000 Penalty: 4799.400391
	Iteration 24Q: 3 clusters Score -1893946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1893964.000000 Penalty: 4799.400391
	Iteration 25Q: 3 clusters Score -1893964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1893972.375000 Penalty: 4799.400391
	Iteration 26Q: 3 clusters Score -1893972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1893978.625000 Penalty: 4799.400391
	Iteration 27Q: 3 clusters Score -1893979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1893984.000000 Penalty: 4799.400391
	Iteration 28Q: 3 clusters Score -1893984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1893988.125000 Penalty: 4799.400391
	Iteration 29Q: 3 clusters Score -1893988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1893991.125000 Penalty: 4799.400391
	Iteration 30Q: 3 clusters Score -1893991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1894002.750000 Penalty: 4799.400391
	Iteration 31Q: 3 clusters Score -1894003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1894005.750000 Penalty: 4799.400391
	Iteration 32Q: 3 clusters Score -1894006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1894014.250000 Penalty: 4799.400391
	Iteration 33Q: 3 clusters Score -1894014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1894025.375000 Penalty: 4799.400391
	Iteration 34Q: 3 clusters Score -1894025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1894032.625000 Penalty: 4799.400391
	Iteration 35Q: 3 clusters Score -1894033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1894033.875000 Penalty: 4799.400391
	Iteration 36Q: 3 clusters Score -1894034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1894033.250000 Penalty: 4799.400391
	Iteration 37Q: 3 clusters Score -1894033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1894038.000000 Penalty: 4799.400391
	Iteration 38Q: 3 clusters Score -1894038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1894039.000000 Penalty: 4799.400391
	Iteration 39Q: 3 clusters Score -1894039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1894042.750000 Penalty: 4799.400391
	Iteration 40F: 3 clusters Score -1894043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1894044.875000 Penalty: 4799.400391
	Iteration 41Q: 3 clusters Score -1894045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1894041.125000 Penalty: 4799.400391
	Iteration 42Q: 3 clusters Score -1894041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1894038.000000 Penalty: 4799.400391
	Iteration 43Q: 3 clusters Score -1894038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1894040.750000 Penalty: 4799.400391
	Iteration 44Q: 3 clusters Score -1894041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1894044.250000 Penalty: 4799.400391
	Iteration 45Q: 3 clusters Score -1894044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1894041.750000 Penalty: 4799.400391
	Iteration 46Q: 3 clusters Score -1894042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1894042.500000 Penalty: 4799.400391
	Iteration 47Q: 3 clusters Score -1894042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1894044.500000 Penalty: 4799.400391
	Iteration 48Q: 3 clusters Score -1894044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1894044.750000 Penalty: 4799.400391
	Iteration 49Q: 3 clusters Score -1894045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1894046.500000 Penalty: 4799.400391
	Iteration 50Q: 3 clusters Score -1894046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1894044.500000 Penalty: 4799.400391
	Iteration 51Q: 3 clusters Score -1894044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1894044.500000 Penalty: 4799.400391
	Iteration 52F: 3 clusters Score -1894044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -44912.906250 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -44912.91 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 222 members 
Entering Unmasked Estep 
Score: -43530.328125 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -43530.33 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43684.261719 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -43684.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43755.906250 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -43755.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43801.816406 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -43801.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43839.679688 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -43839.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43888.222656 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -43888.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43921.789062 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -43921.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43935.171875 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -43935.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43954.828125 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43954.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44004.203125 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -44004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44037.777344 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -44037.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44066.195312 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -44066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44072.476562 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -44072.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44072.476562 Penalty: 2993.598877
	Iteration 13F: 3 clusters Score -44072.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Entering Unmasked Estep 
Score: -533362.812500 Penalty: 2085.140381
	Iteration 0F: 2 clusters Score -533362.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -529159.875000 Penalty: 4170.280762
	Iteration 0F: 3 clusters Score -529159.9 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -530080.312500 Penalty: 4170.280762
	Iteration 1F: 3 clusters Score -530080.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -530297.562500 Penalty: 4170.280762
	Iteration 2F: 3 clusters Score -530297.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -530446.625000 Penalty: 4170.280762
	Iteration 3F: 3 clusters Score -530446.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -530588.562500 Penalty: 4170.280762
	Iteration 4Q: 3 clusters Score -530588.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -530719.187500 Penalty: 4170.280762
	Iteration 5Q: 3 clusters Score -530719.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -530841.250000 Penalty: 4170.280762
	Iteration 6Q: 3 clusters Score -530841.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -530954.000000 Penalty: 4170.280762
	Iteration 7Q: 3 clusters Score -530954 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -531086.375000 Penalty: 4170.280762
	Iteration 8Q: 3 clusters Score -531086.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -531227.000000 Penalty: 4170.280762
	Iteration 9Q: 3 clusters Score -531227 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -531330.000000 Penalty: 4170.280762
	Iteration 10Q: 3 clusters Score -531330 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -531419.062500 Penalty: 4170.280762
	Iteration 11Q: 3 clusters Score -531419.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -531489.562500 Penalty: 4170.280762
	Iteration 12Q: 3 clusters Score -531489.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -531548.875000 Penalty: 4170.280762
	Iteration 13Q: 3 clusters Score -531548.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -531599.937500 Penalty: 4170.280762
	Iteration 14Q: 3 clusters Score -531599.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -531642.375000 Penalty: 4170.280762
	Iteration 15Q: 3 clusters Score -531642.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -531678.000000 Penalty: 4170.280762
	Iteration 16Q: 3 clusters Score -531678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -531706.500000 Penalty: 4170.280762
	Iteration 17Q: 3 clusters Score -531706.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -531732.875000 Penalty: 4170.280762
	Iteration 18Q: 3 clusters Score -531732.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -531751.500000 Penalty: 4170.280762
	Iteration 19Q: 3 clusters Score -531751.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -531762.812500 Penalty: 4170.280762
	Iteration 20F: 3 clusters Score -531762.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -531771.437500 Penalty: 4170.280762
	Iteration 21Q: 3 clusters Score -531771.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -531778.125000 Penalty: 4170.280762
	Iteration 22Q: 3 clusters Score -531778.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -531784.750000 Penalty: 4170.280762
	Iteration 23Q: 3 clusters Score -531784.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -531787.312500 Penalty: 4170.280762
	Iteration 24Q: 3 clusters Score -531787.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -531788.937500 Penalty: 4170.280762
	Iteration 25Q: 3 clusters Score -531788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -531790.562500 Penalty: 4170.280762
	Iteration 26Q: 3 clusters Score -531790.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -531791.125000 Penalty: 4170.280762
	Iteration 27Q: 3 clusters Score -531791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -531792.437500 Penalty: 4170.280762
	Iteration 28Q: 3 clusters Score -531792.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -531792.562500 Penalty: 4170.280762
	Iteration 29Q: 3 clusters Score -531792.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -531792.625000 Penalty: 4170.280762
	Iteration 30Q: 3 clusters Score -531792.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -531792.625000 Penalty: 4170.280762
	Iteration 31F: 3 clusters Score -531792.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Entering Unmasked Estep 
Score: -1052910.375000 Penalty: 2261.401367
	Iteration 0F: 2 clusters Score -1052910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1045758.875000 Penalty: 4522.802734
	Iteration 0F: 3 clusters Score -1045759 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1048027.437500 Penalty: 4522.802734
	Iteration 1F: 3 clusters Score -1048027 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1048686.375000 Penalty: 4522.802734
	Iteration 2F: 3 clusters Score -1048686 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1049458.875000 Penalty: 4522.802734
	Iteration 3F: 3 clusters Score -1049459 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1050174.750000 Penalty: 4522.802734
	Iteration 4F: 3 clusters Score -1050175 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1050836.125000 Penalty: 4522.802734
	Iteration 5F: 3 clusters Score -1050836 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1051331.125000 Penalty: 4522.802734
	Iteration 6F: 3 clusters Score -1051331 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1051670.250000 Penalty: 4522.802734
	Iteration 7Q: 3 clusters Score -1051670 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1051926.875000 Penalty: 4522.802734
	Iteration 8Q: 3 clusters Score -1051927 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1052110.125000 Penalty: 4522.802734
	Iteration 9Q: 3 clusters Score -1052110 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1052245.625000 Penalty: 4522.802734
	Iteration 10Q: 3 clusters Score -1052246 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1052325.375000 Penalty: 4522.802734
	Iteration 11Q: 3 clusters Score -1052325 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1052390.500000 Penalty: 4522.802734
	Iteration 12Q: 3 clusters Score -1052390 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1052449.375000 Penalty: 4522.802734
	Iteration 13Q: 3 clusters Score -1052449 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1052487.750000 Penalty: 4522.802734
	Iteration 14Q: 3 clusters Score -1052488 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1052506.375000 Penalty: 4522.802734
	Iteration 15Q: 3 clusters Score -1052506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1052529.625000 Penalty: 4522.802734
	Iteration 16Q: 3 clusters Score -1052530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1052541.125000 Penalty: 4522.802734
	Iteration 17Q: 3 clusters Score -1052541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1052554.875000 Penalty: 4522.802734
	Iteration 18Q: 3 clusters Score -1052555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1052563.500000 Penalty: 4522.802734
	Iteration 19Q: 3 clusters Score -1052564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1052571.000000 Penalty: 4522.802734
	Iteration 20F: 3 clusters Score -1052571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1052580.250000 Penalty: 4522.802734
	Iteration 21Q: 3 clusters Score -1052580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1052588.125000 Penalty: 4522.802734
	Iteration 22Q: 3 clusters Score -1052588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1052591.625000 Penalty: 4522.802734
	Iteration 23Q: 3 clusters Score -1052592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1052601.625000 Penalty: 4522.802734
	Iteration 24Q: 3 clusters Score -1052602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1052611.500000 Penalty: 4522.802734
	Iteration 25Q: 3 clusters Score -1052612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1052620.125000 Penalty: 4522.802734
	Iteration 26Q: 3 clusters Score -1052620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1052626.875000 Penalty: 4522.802734
	Iteration 27Q: 3 clusters Score -1052627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1052632.250000 Penalty: 4522.802734
	Iteration 28Q: 3 clusters Score -1052632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1052636.625000 Penalty: 4522.802734
	Iteration 29Q: 3 clusters Score -1052637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1052642.750000 Penalty: 4522.802734
	Iteration 30Q: 3 clusters Score -1052643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1052649.500000 Penalty: 4522.802734
	Iteration 31Q: 3 clusters Score -1052650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1052654.125000 Penalty: 4522.802734
	Iteration 32Q: 3 clusters Score -1052654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1052652.750000 Penalty: 4522.802734
	Iteration 33Q: 3 clusters Score -1052653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1052653.500000 Penalty: 4522.802734
	Iteration 34Q: 3 clusters Score -1052654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1052653.625000 Penalty: 4522.802734
	Iteration 35Q: 3 clusters Score -1052654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1052655.125000 Penalty: 4522.802734
	Iteration 36Q: 3 clusters Score -1052655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1052654.500000 Penalty: 4522.802734
	Iteration 37Q: 3 clusters Score -1052654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1052654.750000 Penalty: 4522.802734
	Iteration 38Q: 3 clusters Score -1052655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1052652.500000 Penalty: 4522.802734
	Iteration 39Q: 3 clusters Score -1052652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1052655.500000 Penalty: 4522.802734
	Iteration 40F: 3 clusters Score -1052656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1052655.875000 Penalty: 4522.802734
	Iteration 41Q: 3 clusters Score -1052656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1052655.875000 Penalty: 4522.802734
	Iteration 42Q: 3 clusters Score -1052656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1052658.875000 Penalty: 4522.802734
	Iteration 43Q: 3 clusters Score -1052659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1052659.000000 Penalty: 4522.802734
	Iteration 44Q: 3 clusters Score -1052659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1052659.875000 Penalty: 4522.802734
	Iteration 45Q: 3 clusters Score -1052660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1052662.250000 Penalty: 4522.802734
	Iteration 46Q: 3 clusters Score -1052662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1052661.125000 Penalty: 4522.802734
	Iteration 47Q: 3 clusters Score -1052661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1052662.500000 Penalty: 4522.802734
	Iteration 48Q: 3 clusters Score -1052662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1052660.875000 Penalty: 4522.802734
	Iteration 49Q: 3 clusters Score -1052661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1052662.375000 Penalty: 4522.802734
	Iteration 50Q: 3 clusters Score -1052662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1052662.500000 Penalty: 4522.802734
	Iteration 51Q: 3 clusters Score -1052662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1052661.750000 Penalty: 4522.802734
	Iteration 52Q: 3 clusters Score -1052662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1052661.750000 Penalty: 4522.802734
	Iteration 53F: 3 clusters Score -1052662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Entering Unmasked Estep 
Score: -3965126.250000 Penalty: 2569.034912
	Iteration 0F: 2 clusters Score -3965126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3943460.750000 Penalty: 5138.069824
	Iteration 0F: 3 clusters Score -3943461 nChanged 14371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3951879.500000 Penalty: 5138.069824
	Iteration 1F: 3 clusters Score -3951880 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3952848.000000 Penalty: 5138.069824
	Iteration 2F: 3 clusters Score -3952848 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3954066.250000 Penalty: 5138.069824
	Iteration 3F: 3 clusters Score -3954066 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3955450.000000 Penalty: 5138.069824
	Iteration 4F: 3 clusters Score -3955450 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3956851.000000 Penalty: 5138.069824
	Iteration 5F: 3 clusters Score -3956851 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3957999.750000 Penalty: 5138.069824
	Iteration 6F: 3 clusters Score -3958000 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3958722.250000 Penalty: 5138.069824
	Iteration 7F: 3 clusters Score -3958722 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -3959103.000000 Penalty: 5138.069824
	Iteration 8Q: 3 clusters Score -3959103 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3959326.750000 Penalty: 5138.069824
	Iteration 9Q: 3 clusters Score -3959327 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3959413.000000 Penalty: 5138.069824
	Iteration 10Q: 3 clusters Score -3959413 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3959490.500000 Penalty: 5138.069824
	Iteration 11Q: 3 clusters Score -3959490 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3959527.750000 Penalty: 5138.069824
	Iteration 12Q: 3 clusters Score -3959528 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3959545.250000 Penalty: 5138.069824
	Iteration 13Q: 3 clusters Score -3959545 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3959563.750000 Penalty: 5138.069824
	Iteration 14Q: 3 clusters Score -3959564 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3959580.000000 Penalty: 5138.069824
	Iteration 15Q: 3 clusters Score -3959580 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -3959597.250000 Penalty: 5138.069824
	Iteration 16Q: 3 clusters Score -3959597 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3959609.750000 Penalty: 5138.069824
	Iteration 17Q: 3 clusters Score -3959610 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3959609.250000 Penalty: 5138.069824
	Iteration 18Q: 3 clusters Score -3959609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3959610.500000 Penalty: 5138.069824
	Iteration 19Q: 3 clusters Score -3959610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3959616.250000 Penalty: 5138.069824
	Iteration 20F: 3 clusters Score -3959616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3959610.500000 Penalty: 5138.069824
	Iteration 21Q: 3 clusters Score -3959610 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3959601.250000 Penalty: 5138.069824
	Iteration 22Q: 3 clusters Score -3959601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3959605.750000 Penalty: 5138.069824
	Iteration 23Q: 3 clusters Score -3959606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3959617.000000 Penalty: 5138.069824
	Iteration 24Q: 3 clusters Score -3959617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3959620.000000 Penalty: 5138.069824
	Iteration 25Q: 3 clusters Score -3959620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3959623.750000 Penalty: 5138.069824
	Iteration 26Q: 3 clusters Score -3959624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3959635.750000 Penalty: 5138.069824
	Iteration 27Q: 3 clusters Score -3959636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3959638.250000 Penalty: 5138.069824
	Iteration 28Q: 3 clusters Score -3959638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3959647.000000 Penalty: 5138.069824
	Iteration 29Q: 3 clusters Score -3959647 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3959648.250000 Penalty: 5138.069824
	Iteration 30Q: 3 clusters Score -3959648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3959646.000000 Penalty: 5138.069824
	Iteration 31Q: 3 clusters Score -3959646 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3959657.250000 Penalty: 5138.069824
	Iteration 32Q: 3 clusters Score -3959657 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3959662.000000 Penalty: 5138.069824
	Iteration 33Q: 3 clusters Score -3959662 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3959672.750000 Penalty: 5138.069824
	Iteration 34Q: 3 clusters Score -3959673 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3959678.750000 Penalty: 5138.069824
	Iteration 35Q: 3 clusters Score -3959679 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3959702.250000 Penalty: 5138.069824
	Iteration 36Q: 3 clusters Score -3959702 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3959706.000000 Penalty: 5138.069824
	Iteration 37Q: 3 clusters Score -3959706 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3959727.000000 Penalty: 5138.069824
	Iteration 38Q: 3 clusters Score -3959727 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3959747.000000 Penalty: 5138.069824
	Iteration 39Q: 3 clusters Score -3959747 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3959747.500000 Penalty: 5138.069824
	Iteration 40F: 3 clusters Score -3959748 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3959763.000000 Penalty: 5138.069824
	Iteration 41Q: 3 clusters Score -3959763 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3959779.500000 Penalty: 5138.069824
	Iteration 42Q: 3 clusters Score -3959780 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3959806.750000 Penalty: 5138.069824
	Iteration 43Q: 3 clusters Score -3959807 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3959829.500000 Penalty: 5138.069824
	Iteration 44Q: 3 clusters Score -3959830 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3959843.500000 Penalty: 5138.069824
	Iteration 45Q: 3 clusters Score -3959844 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3959885.000000 Penalty: 5138.069824
	Iteration 46Q: 3 clusters Score -3959885 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3959905.000000 Penalty: 5138.069824
	Iteration 47Q: 3 clusters Score -3959905 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3959918.500000 Penalty: 5138.069824
	Iteration 48Q: 3 clusters Score -3959918 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3959960.500000 Penalty: 5138.069824
	Iteration 49Q: 3 clusters Score -3959960 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3959983.250000 Penalty: 5138.069824
	Iteration 50Q: 3 clusters Score -3959983 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3960024.750000 Penalty: 5138.069824
	Iteration 51Q: 3 clusters Score -3960025 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -3960078.000000 Penalty: 5138.069824
	Iteration 52Q: 3 clusters Score -3960078 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3960135.250000 Penalty: 5138.069824
	Iteration 53Q: 3 clusters Score -3960135 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3960194.500000 Penalty: 5138.069824
	Iteration 54Q: 3 clusters Score -3960194 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -3960242.500000 Penalty: 5138.069824
	Iteration 55Q: 3 clusters Score -3960242 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3960303.000000 Penalty: 5138.069824
	Iteration 56Q: 3 clusters Score -3960303 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3960365.750000 Penalty: 5138.069824
	Iteration 57Q: 3 clusters Score -3960366 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3960455.500000 Penalty: 5138.069824
	Iteration 58Q: 3 clusters Score -3960456 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3960547.500000 Penalty: 5138.069824
	Iteration 59Q: 3 clusters Score -3960548 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3960700.000000 Penalty: 5138.069824
	Iteration 60F: 3 clusters Score -3960700 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3960822.500000 Penalty: 5138.069824
	Iteration 61Q: 3 clusters Score -3960822 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3960959.250000 Penalty: 5138.069824
	Iteration 62Q: 3 clusters Score -3960959 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3961143.000000 Penalty: 5138.069824
	Iteration 63Q: 3 clusters Score -3961143 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3961308.000000 Penalty: 5138.069824
	Iteration 64Q: 3 clusters Score -3961308 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3961506.750000 Penalty: 5138.069824
	Iteration 65Q: 3 clusters Score -3961507 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3961735.500000 Penalty: 5138.069824
	Iteration 66Q: 3 clusters Score -3961736 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -3961997.250000 Penalty: 5138.069824
	Iteration 67Q: 3 clusters Score -3961997 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3962228.750000 Penalty: 5138.069824
	Iteration 68Q: 3 clusters Score -3962229 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3962457.000000 Penalty: 5138.069824
	Iteration 69Q: 3 clusters Score -3962457 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3962642.250000 Penalty: 5138.069824
	Iteration 70Q: 3 clusters Score -3962642 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3962804.500000 Penalty: 5138.069824
	Iteration 71Q: 3 clusters Score -3962804 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3962938.000000 Penalty: 5138.069824
	Iteration 72Q: 3 clusters Score -3962938 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3963054.750000 Penalty: 5138.069824
	Iteration 73Q: 3 clusters Score -3963055 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3963168.000000 Penalty: 5138.069824
	Iteration 74Q: 3 clusters Score -3963168 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3963253.750000 Penalty: 5138.069824
	Iteration 75Q: 3 clusters Score -3963254 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3963300.000000 Penalty: 5138.069824
	Iteration 76Q: 3 clusters Score -3963300 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3963339.000000 Penalty: 5138.069824
	Iteration 77Q: 3 clusters Score -3963339 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3963377.750000 Penalty: 5138.069824
	Iteration 78Q: 3 clusters Score -3963378 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3963412.000000 Penalty: 5138.069824
	Iteration 79Q: 3 clusters Score -3963412 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3963446.000000 Penalty: 5138.069824
	Iteration 80F: 3 clusters Score -3963446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3963458.750000 Penalty: 5138.069824
	Iteration 81Q: 3 clusters Score -3963459 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3963482.500000 Penalty: 5138.069824
	Iteration 82Q: 3 clusters Score -3963482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3963499.500000 Penalty: 5138.069824
	Iteration 83Q: 3 clusters Score -3963500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3963509.250000 Penalty: 5138.069824
	Iteration 84Q: 3 clusters Score -3963509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3963516.250000 Penalty: 5138.069824
	Iteration 85Q: 3 clusters Score -3963516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3963526.000000 Penalty: 5138.069824
	Iteration 86Q: 3 clusters Score -3963526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3963533.750000 Penalty: 5138.069824
	Iteration 87Q: 3 clusters Score -3963534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3963535.750000 Penalty: 5138.069824
	Iteration 88Q: 3 clusters Score -3963536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3963545.250000 Penalty: 5138.069824
	Iteration 89Q: 3 clusters Score -3963545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3963553.250000 Penalty: 5138.069824
	Iteration 90Q: 3 clusters Score -3963553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3963560.500000 Penalty: 5138.069824
	Iteration 91Q: 3 clusters Score -3963560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3963571.500000 Penalty: 5138.069824
	Iteration 92Q: 3 clusters Score -3963572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3963570.500000 Penalty: 5138.069824
	Iteration 93Q: 3 clusters Score -3963570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3963579.250000 Penalty: 5138.069824
	Iteration 94Q: 3 clusters Score -3963579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3963587.750000 Penalty: 5138.069824
	Iteration 95Q: 3 clusters Score -3963588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3963595.750000 Penalty: 5138.069824
	Iteration 96Q: 3 clusters Score -3963596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3963609.250000 Penalty: 5138.069824
	Iteration 97Q: 3 clusters Score -3963609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3963610.750000 Penalty: 5138.069824
	Iteration 98Q: 3 clusters Score -3963611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3963623.500000 Penalty: 5138.069824
	Iteration 99Q: 3 clusters Score -3963624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3963632.000000 Penalty: 5138.069824
	Iteration 100F: 3 clusters Score -3963632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3963633.500000 Penalty: 5138.069824
	Iteration 101Q: 3 clusters Score -3963634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3963637.500000 Penalty: 5138.069824
	Iteration 102Q: 3 clusters Score -3963638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3963637.750000 Penalty: 5138.069824
	Iteration 103Q: 3 clusters Score -3963638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3963638.250000 Penalty: 5138.069824
	Iteration 104Q: 3 clusters Score -3963638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3963642.250000 Penalty: 5138.069824
	Iteration 105Q: 3 clusters Score -3963642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3963639.500000 Penalty: 5138.069824
	Iteration 106Q: 3 clusters Score -3963640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3963639.750000 Penalty: 5138.069824
	Iteration 107Q: 3 clusters Score -3963640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3963642.500000 Penalty: 5138.069824
	Iteration 108Q: 3 clusters Score -3963642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3963639.500000 Penalty: 5138.069824
	Iteration 109Q: 3 clusters Score -3963640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3963640.500000 Penalty: 5138.069824
	Iteration 110Q: 3 clusters Score -3963640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3963644.250000 Penalty: 5138.069824
	Iteration 111Q: 3 clusters Score -3963644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3963641.500000 Penalty: 5138.069824
	Iteration 112Q: 3 clusters Score -3963642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3963638.250000 Penalty: 5138.069824
	Iteration 113Q: 3 clusters Score -3963638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3963638.250000 Penalty: 5138.069824
	Iteration 114F: 3 clusters Score -3963638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Entering Unmasked Estep 
Score: -988721.125000 Penalty: 2237.326416
	Iteration 0F: 2 clusters Score -988721.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -982141.562500 Penalty: 4474.652832
	Iteration 0F: 3 clusters Score -982141.6 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -983981.500000 Penalty: 4474.652832
	Iteration 1F: 3 clusters Score -983981.5 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -984371.750000 Penalty: 4474.652832
	Iteration 2F: 3 clusters Score -984371.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -984764.375000 Penalty: 4474.652832
	Iteration 3F: 3 clusters Score -984764.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -985186.812500 Penalty: 4474.652832
	Iteration 4F: 3 clusters Score -985186.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -985674.000000 Penalty: 4474.652832
	Iteration 5F: 3 clusters Score -985674 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -986215.937500 Penalty: 4474.652832
	Iteration 6F: 3 clusters Score -986215.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -986696.625000 Penalty: 4474.652832
	Iteration 7F: 3 clusters Score -986696.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -987030.750000 Penalty: 4474.652832
	Iteration 8F: 3 clusters Score -987030.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -987240.812500 Penalty: 4474.652832
	Iteration 9Q: 3 clusters Score -987240.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -987391.125000 Penalty: 4474.652832
	Iteration 10Q: 3 clusters Score -987391.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -987505.937500 Penalty: 4474.652832
	Iteration 11Q: 3 clusters Score -987505.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -987586.687500 Penalty: 4474.652832
	Iteration 12Q: 3 clusters Score -987586.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -987675.000000 Penalty: 4474.652832
	Iteration 13Q: 3 clusters Score -987675 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -987765.000000 Penalty: 4474.652832
	Iteration 14Q: 3 clusters Score -987765 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -987884.375000 Penalty: 4474.652832
	Iteration 15Q: 3 clusters Score -987884.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -987960.562500 Penalty: 4474.652832
	Iteration 16Q: 3 clusters Score -987960.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -988012.437500 Penalty: 4474.652832
	Iteration 17Q: 3 clusters Score -988012.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -988031.687500 Penalty: 4474.652832
	Iteration 18Q: 3 clusters Score -988031.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -988041.562500 Penalty: 4474.652832
	Iteration 19Q: 3 clusters Score -988041.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -988047.125000 Penalty: 4474.652832
	Iteration 20F: 3 clusters Score -988047.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -988048.875000 Penalty: 4474.652832
	Iteration 21Q: 3 clusters Score -988048.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -988053.812500 Penalty: 4474.652832
	Iteration 22Q: 3 clusters Score -988053.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -988058.375000 Penalty: 4474.652832
	Iteration 23Q: 3 clusters Score -988058.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -988061.812500 Penalty: 4474.652832
	Iteration 24Q: 3 clusters Score -988061.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -988066.500000 Penalty: 4474.652832
	Iteration 25Q: 3 clusters Score -988066.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -988068.937500 Penalty: 4474.652832
	Iteration 26Q: 3 clusters Score -988068.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -988071.125000 Penalty: 4474.652832
	Iteration 27Q: 3 clusters Score -988071.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -988072.062500 Penalty: 4474.652832
	Iteration 28Q: 3 clusters Score -988072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -988073.125000 Penalty: 4474.652832
	Iteration 29Q: 3 clusters Score -988073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -988072.250000 Penalty: 4474.652832
	Iteration 30Q: 3 clusters Score -988072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -988072.250000 Penalty: 4474.652832
	Iteration 31F: 3 clusters Score -988072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Entering Unmasked Estep 
Score: -7771236.500000 Penalty: 2726.495605
	Iteration 0F: 2 clusters Score -7771236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -7731317.500000 Penalty: 5452.991211
	Iteration 0F: 3 clusters Score -7731318 nChanged 27745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -7746851.000000 Penalty: 5452.991211
	Iteration 1F: 3 clusters Score -7746851 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -7747511.000000 Penalty: 5452.991211
	Iteration 2Q: 3 clusters Score -7747511 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -7748319.000000 Penalty: 5452.991211
	Iteration 3Q: 3 clusters Score -7748319 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -7749425.500000 Penalty: 5452.991211
	Iteration 4Q: 3 clusters Score -7749426 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -7751077.000000 Penalty: 5452.991211
	Iteration 5F: 3 clusters Score -7751077 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -7753682.000000 Penalty: 5452.991211
	Iteration 6F: 3 clusters Score -7753682 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -7757449.500000 Penalty: 5452.991211
	Iteration 7F: 3 clusters Score -7757450 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -7761737.500000 Penalty: 5452.991211
	Iteration 8F: 3 clusters Score -7761738 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -7765336.500000 Penalty: 5452.991211
	Iteration 9F: 3 clusters Score -7765336 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7767377.500000 Penalty: 5452.991211
	Iteration 10Q: 3 clusters Score -7767378 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7768193.000000 Penalty: 5452.991211
	Iteration 11Q: 3 clusters Score -7768193 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7768478.500000 Penalty: 5452.991211
	Iteration 12Q: 3 clusters Score -7768478 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7768582.500000 Penalty: 5452.991211
	Iteration 13Q: 3 clusters Score -7768582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7768661.500000 Penalty: 5452.991211
	Iteration 14Q: 3 clusters Score -7768662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7768722.500000 Penalty: 5452.991211
	Iteration 15Q: 3 clusters Score -7768722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7768753.000000 Penalty: 5452.991211
	Iteration 16Q: 3 clusters Score -7768753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7768772.500000 Penalty: 5452.991211
	Iteration 17Q: 3 clusters Score -7768772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7768792.000000 Penalty: 5452.991211
	Iteration 18Q: 3 clusters Score -7768792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7768804.000000 Penalty: 5452.991211
	Iteration 19Q: 3 clusters Score -7768804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7768813.500000 Penalty: 5452.991211
	Iteration 20F: 3 clusters Score -7768814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7768819.000000 Penalty: 5452.991211
	Iteration 21Q: 3 clusters Score -7768819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7768819.000000 Penalty: 5452.991211
	Iteration 22Q: 3 clusters Score -7768819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7768824.000000 Penalty: 5452.991211
	Iteration 23Q: 3 clusters Score -7768824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7768833.000000 Penalty: 5452.991211
	Iteration 24Q: 3 clusters Score -7768833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7768836.500000 Penalty: 5452.991211
	Iteration 25Q: 3 clusters Score -7768836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7768836.500000 Penalty: 5452.991211
	Iteration 26F: 3 clusters Score -7768836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Entering Unmasked Estep 
Score: -6815849.500000 Penalty: 2694.444336
	Iteration 0F: 2 clusters Score -6815850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -6780768.000000 Penalty: 5388.888672
	Iteration 0F: 3 clusters Score -6780768 nChanged 24099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -6793875.500000 Penalty: 5388.888672
	Iteration 1F: 3 clusters Score -6793876 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -6794451.500000 Penalty: 5388.888672
	Iteration 2Q: 3 clusters Score -6794452 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -6795043.500000 Penalty: 5388.888672
	Iteration 3Q: 3 clusters Score -6795044 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -6795781.000000 Penalty: 5388.888672
	Iteration 4Q: 3 clusters Score -6795781 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -6796635.500000 Penalty: 5388.888672
	Iteration 5Q: 3 clusters Score -6796636 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -6797787.500000 Penalty: 5388.888672
	Iteration 6Q: 3 clusters Score -6797788 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -6799115.500000 Penalty: 5388.888672
	Iteration 7F: 3 clusters Score -6799116 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -6800452.500000 Penalty: 5388.888672
	Iteration 8F: 3 clusters Score -6800452 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -6801679.000000 Penalty: 5388.888672
	Iteration 9F: 3 clusters Score -6801679 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -6802704.500000 Penalty: 5388.888672
	Iteration 10Q: 3 clusters Score -6802704 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -6803501.000000 Penalty: 5388.888672
	Iteration 11Q: 3 clusters Score -6803501 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -6804420.000000 Penalty: 5388.888672
	Iteration 12Q: 3 clusters Score -6804420 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -6805426.500000 Penalty: 5388.888672
	Iteration 13Q: 3 clusters Score -6805426 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -6806572.500000 Penalty: 5388.888672
	Iteration 14Q: 3 clusters Score -6806572 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -6807722.000000 Penalty: 5388.888672
	Iteration 15Q: 3 clusters Score -6807722 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -6808970.500000 Penalty: 5388.888672
	Iteration 16Q: 3 clusters Score -6808970 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -6810056.500000 Penalty: 5388.888672
	Iteration 17Q: 3 clusters Score -6810056 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -6810984.000000 Penalty: 5388.888672
	Iteration 18Q: 3 clusters Score -6810984 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -6811713.000000 Penalty: 5388.888672
	Iteration 19Q: 3 clusters Score -6811713 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6812271.000000 Penalty: 5388.888672
	Iteration 20F: 3 clusters Score -6812271 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6812660.500000 Penalty: 5388.888672
	Iteration 21Q: 3 clusters Score -6812660 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6812956.500000 Penalty: 5388.888672
	Iteration 22Q: 3 clusters Score -6812956 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6813140.000000 Penalty: 5388.888672
	Iteration 23Q: 3 clusters Score -6813140 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6813292.000000 Penalty: 5388.888672
	Iteration 24Q: 3 clusters Score -6813292 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6813381.000000 Penalty: 5388.888672
	Iteration 25Q: 3 clusters Score -6813381 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6813438.000000 Penalty: 5388.888672
	Iteration 26Q: 3 clusters Score -6813438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6813486.000000 Penalty: 5388.888672
	Iteration 27Q: 3 clusters Score -6813486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6813507.000000 Penalty: 5388.888672
	Iteration 28Q: 3 clusters Score -6813507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6813529.000000 Penalty: 5388.888672
	Iteration 29Q: 3 clusters Score -6813529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6813534.500000 Penalty: 5388.888672
	Iteration 30Q: 3 clusters Score -6813534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6813546.000000 Penalty: 5388.888672
	Iteration 31Q: 3 clusters Score -6813546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6813560.500000 Penalty: 5388.888672
	Iteration 32Q: 3 clusters Score -6813560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6813574.500000 Penalty: 5388.888672
	Iteration 33Q: 3 clusters Score -6813574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6813581.000000 Penalty: 5388.888672
	Iteration 34Q: 3 clusters Score -6813581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6813583.500000 Penalty: 5388.888672
	Iteration 35Q: 3 clusters Score -6813584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6813583.500000 Penalty: 5388.888672
	Iteration 36Q: 3 clusters Score -6813584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6813583.500000 Penalty: 5388.888672
	Iteration 37F: 3 clusters Score -6813584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Entering Unmasked Estep 
Score: -2439099.250000 Penalty: 2453.183838
	Iteration 0F: 2 clusters Score -2439099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2425213.500000 Penalty: 4906.367676
	Iteration 0F: 3 clusters Score -2425214 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2429960.750000 Penalty: 4906.367676
	Iteration 1F: 3 clusters Score -2429961 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2430528.250000 Penalty: 4906.367676
	Iteration 2F: 3 clusters Score -2430528 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2431081.000000 Penalty: 4906.367676
	Iteration 3F: 3 clusters Score -2431081 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2431659.750000 Penalty: 4906.367676
	Iteration 4F: 3 clusters Score -2431660 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2432231.250000 Penalty: 4906.367676
	Iteration 5F: 3 clusters Score -2432231 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2432800.750000 Penalty: 4906.367676
	Iteration 6F: 3 clusters Score -2432801 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2433298.750000 Penalty: 4906.367676
	Iteration 7Q: 3 clusters Score -2433299 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2433717.750000 Penalty: 4906.367676
	Iteration 8Q: 3 clusters Score -2433718 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2434123.000000 Penalty: 4906.367676
	Iteration 9Q: 3 clusters Score -2434123 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2434510.500000 Penalty: 4906.367676
	Iteration 10Q: 3 clusters Score -2434510 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2434875.750000 Penalty: 4906.367676
	Iteration 11Q: 3 clusters Score -2434876 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2435187.500000 Penalty: 4906.367676
	Iteration 12Q: 3 clusters Score -2435188 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2435473.500000 Penalty: 4906.367676
	Iteration 13Q: 3 clusters Score -2435474 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2435723.500000 Penalty: 4906.367676
	Iteration 14Q: 3 clusters Score -2435724 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2435932.500000 Penalty: 4906.367676
	Iteration 15Q: 3 clusters Score -2435932 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2436107.000000 Penalty: 4906.367676
	Iteration 16Q: 3 clusters Score -2436107 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2436280.750000 Penalty: 4906.367676
	Iteration 17Q: 3 clusters Score -2436281 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2436437.750000 Penalty: 4906.367676
	Iteration 18Q: 3 clusters Score -2436438 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2436556.250000 Penalty: 4906.367676
	Iteration 19Q: 3 clusters Score -2436556 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2436650.000000 Penalty: 4906.367676
	Iteration 20F: 3 clusters Score -2436650 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2436715.000000 Penalty: 4906.367676
	Iteration 21Q: 3 clusters Score -2436715 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2436781.250000 Penalty: 4906.367676
	Iteration 22Q: 3 clusters Score -2436781 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2436849.500000 Penalty: 4906.367676
	Iteration 23Q: 3 clusters Score -2436850 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2436937.750000 Penalty: 4906.367676
	Iteration 24Q: 3 clusters Score -2436938 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2436998.500000 Penalty: 4906.367676
	Iteration 25Q: 3 clusters Score -2436998 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2437052.250000 Penalty: 4906.367676
	Iteration 26Q: 3 clusters Score -2437052 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2437107.250000 Penalty: 4906.367676
	Iteration 27Q: 3 clusters Score -2437107 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2437155.500000 Penalty: 4906.367676
	Iteration 28Q: 3 clusters Score -2437156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2437193.750000 Penalty: 4906.367676
	Iteration 29Q: 3 clusters Score -2437194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2437217.250000 Penalty: 4906.367676
	Iteration 30Q: 3 clusters Score -2437217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2437241.250000 Penalty: 4906.367676
	Iteration 31Q: 3 clusters Score -2437241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2437262.250000 Penalty: 4906.367676
	Iteration 32Q: 3 clusters Score -2437262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2437276.250000 Penalty: 4906.367676
	Iteration 33Q: 3 clusters Score -2437276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2437290.250000 Penalty: 4906.367676
	Iteration 34Q: 3 clusters Score -2437290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2437299.750000 Penalty: 4906.367676
	Iteration 35Q: 3 clusters Score -2437300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2437311.500000 Penalty: 4906.367676
	Iteration 36Q: 3 clusters Score -2437312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2437322.000000 Penalty: 4906.367676
	Iteration 37Q: 3 clusters Score -2437322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2437323.250000 Penalty: 4906.367676
	Iteration 38Q: 3 clusters Score -2437323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2437330.750000 Penalty: 4906.367676
	Iteration 39Q: 3 clusters Score -2437331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2437338.750000 Penalty: 4906.367676
	Iteration 40F: 3 clusters Score -2437339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2437342.500000 Penalty: 4906.367676
	Iteration 41Q: 3 clusters Score -2437342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2437344.750000 Penalty: 4906.367676
	Iteration 42Q: 3 clusters Score -2437345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2437342.250000 Penalty: 4906.367676
	Iteration 43Q: 3 clusters Score -2437342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2437343.000000 Penalty: 4906.367676
	Iteration 44Q: 3 clusters Score -2437343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2437339.750000 Penalty: 4906.367676
	Iteration 45Q: 3 clusters Score -2437340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2437340.500000 Penalty: 4906.367676
	Iteration 46Q: 3 clusters Score -2437340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2437344.000000 Penalty: 4906.367676
	Iteration 47Q: 3 clusters Score -2437344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2437348.750000 Penalty: 4906.367676
	Iteration 48Q: 3 clusters Score -2437349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2437348.000000 Penalty: 4906.367676
	Iteration 49Q: 3 clusters Score -2437348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2437348.500000 Penalty: 4906.367676
	Iteration 50Q: 3 clusters Score -2437348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2437354.000000 Penalty: 4906.367676
	Iteration 51Q: 3 clusters Score -2437354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2437355.750000 Penalty: 4906.367676
	Iteration 52Q: 3 clusters Score -2437356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2437355.750000 Penalty: 4906.367676
	Iteration 53F: 3 clusters Score -2437356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Entering Unmasked Estep 
Score: -956449.812500 Penalty: 2224.478027
	Iteration 0F: 2 clusters Score -956449.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -950168.312500 Penalty: 4448.956055
	Iteration 0F: 3 clusters Score -950168.3 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -951834.125000 Penalty: 4448.956055
	Iteration 1F: 3 clusters Score -951834.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -952116.062500 Penalty: 4448.956055
	Iteration 2F: 3 clusters Score -952116.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -952283.062500 Penalty: 4448.956055
	Iteration 3F: 3 clusters Score -952283.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -952421.062500 Penalty: 4448.956055
	Iteration 4Q: 3 clusters Score -952421.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -952547.437500 Penalty: 4448.956055
	Iteration 5Q: 3 clusters Score -952547.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -952655.687500 Penalty: 4448.956055
	Iteration 6Q: 3 clusters Score -952655.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -952772.750000 Penalty: 4448.956055
	Iteration 7Q: 3 clusters Score -952772.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -952887.125000 Penalty: 4448.956055
	Iteration 8Q: 3 clusters Score -952887.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -953011.812500 Penalty: 4448.956055
	Iteration 9Q: 3 clusters Score -953011.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -953132.312500 Penalty: 4448.956055
	Iteration 10Q: 3 clusters Score -953132.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -953253.875000 Penalty: 4448.956055
	Iteration 11Q: 3 clusters Score -953253.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -953365.875000 Penalty: 4448.956055
	Iteration 12Q: 3 clusters Score -953365.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -953481.812500 Penalty: 4448.956055
	Iteration 13Q: 3 clusters Score -953481.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -953580.437500 Penalty: 4448.956055
	Iteration 14Q: 3 clusters Score -953580.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -953683.687500 Penalty: 4448.956055
	Iteration 15Q: 3 clusters Score -953683.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -953789.312500 Penalty: 4448.956055
	Iteration 16Q: 3 clusters Score -953789.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -953891.937500 Penalty: 4448.956055
	Iteration 17Q: 3 clusters Score -953891.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -953970.812500 Penalty: 4448.956055
	Iteration 18Q: 3 clusters Score -953970.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -954036.000000 Penalty: 4448.956055
	Iteration 19Q: 3 clusters Score -954036 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -954100.562500 Penalty: 4448.956055
	Iteration 20F: 3 clusters Score -954100.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -954155.687500 Penalty: 4448.956055
	Iteration 21Q: 3 clusters Score -954155.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -954209.875000 Penalty: 4448.956055
	Iteration 22Q: 3 clusters Score -954209.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -954262.937500 Penalty: 4448.956055
	Iteration 23Q: 3 clusters Score -954262.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -954318.750000 Penalty: 4448.956055
	Iteration 24Q: 3 clusters Score -954318.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -954364.437500 Penalty: 4448.956055
	Iteration 25Q: 3 clusters Score -954364.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -954398.312500 Penalty: 4448.956055
	Iteration 26Q: 3 clusters Score -954398.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -954421.000000 Penalty: 4448.956055
	Iteration 27Q: 3 clusters Score -954421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -954437.000000 Penalty: 4448.956055
	Iteration 28Q: 3 clusters Score -954437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -954445.687500 Penalty: 4448.956055
	Iteration 29Q: 3 clusters Score -954445.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -954453.937500 Penalty: 4448.956055
	Iteration 30Q: 3 clusters Score -954453.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -954459.812500 Penalty: 4448.956055
	Iteration 31Q: 3 clusters Score -954459.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -954463.000000 Penalty: 4448.956055
	Iteration 32Q: 3 clusters Score -954463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -954468.187500 Penalty: 4448.956055
	Iteration 33Q: 3 clusters Score -954468.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -954472.062500 Penalty: 4448.956055
	Iteration 34Q: 3 clusters Score -954472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -954475.062500 Penalty: 4448.956055
	Iteration 35Q: 3 clusters Score -954475.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -954481.812500 Penalty: 4448.956055
	Iteration 36Q: 3 clusters Score -954481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -954484.812500 Penalty: 4448.956055
	Iteration 37Q: 3 clusters Score -954484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -954485.375000 Penalty: 4448.956055
	Iteration 38Q: 3 clusters Score -954485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -954488.375000 Penalty: 4448.956055
	Iteration 39Q: 3 clusters Score -954488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -954489.562500 Penalty: 4448.956055
	Iteration 40F: 3 clusters Score -954489.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -517920.437500 Penalty: 2068.729004
	Iteration 0F: 2 clusters Score -517920.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -513935.031250 Penalty: 4137.458008
	Iteration 0F: 3 clusters Score -513935 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -514951.843750 Penalty: 4137.458008
	Iteration 1F: 3 clusters Score -514951.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -515283.781250 Penalty: 4137.458008
	Iteration 2F: 3 clusters Score -515283.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -515579.968750 Penalty: 4137.458008
	Iteration 3F: 3 clusters Score -515580 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -515833.812500 Penalty: 4137.458008
	Iteration 4F: 3 clusters Score -515833.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -516025.468750 Penalty: 4137.458008
	Iteration 5F: 3 clusters Score -516025.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -516144.875000 Penalty: 4137.458008
	Iteration 6Q: 3 clusters Score -516144.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -516241.593750 Penalty: 4137.458008
	Iteration 7Q: 3 clusters Score -516241.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -516317.968750 Penalty: 4137.458008
	Iteration 8Q: 3 clusters Score -516318 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -516386.031250 Penalty: 4137.458008
	Iteration 9Q: 3 clusters Score -516386 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -516439.593750 Penalty: 4137.458008
	Iteration 10Q: 3 clusters Score -516439.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -516472.468750 Penalty: 4137.458008
	Iteration 11Q: 3 clusters Score -516472.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -516488.906250 Penalty: 4137.458008
	Iteration 12Q: 3 clusters Score -516488.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -516498.593750 Penalty: 4137.458008
	Iteration 13Q: 3 clusters Score -516498.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -516503.218750 Penalty: 4137.458008
	Iteration 14Q: 3 clusters Score -516503.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -516510.875000 Penalty: 4137.458008
	Iteration 15Q: 3 clusters Score -516510.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -516516.093750 Penalty: 4137.458008
	Iteration 16Q: 3 clusters Score -516516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -516516.312500 Penalty: 4137.458008
	Iteration 17Q: 3 clusters Score -516516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -516517.906250 Penalty: 4137.458008
	Iteration 18Q: 3 clusters Score -516517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -516520.125000 Penalty: 4137.458008
	Iteration 19Q: 3 clusters Score -516520.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -516520.125000 Penalty: 4137.458008
	Iteration 20F: 3 clusters Score -516520.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -92693.710938 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -92693.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90942.468750 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -90942.47 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91189.218750 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -91189.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91241.648438 Penalty: 3299.820068
	Iteration 2Q: 3 clusters Score -91241.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91272.601562 Penalty: 3299.820068
	Iteration 3Q: 3 clusters Score -91272.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91284.312500 Penalty: 3299.820068
	Iteration 4Q: 3 clusters Score -91284.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91289.437500 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -91289.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91292.039062 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -91292.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91292.039062 Penalty: 3299.820068
	Iteration 7F: 3 clusters Score -91292.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Entering Unmasked Estep 
Score: -1633988.750000 Penalty: 2360.639404
	Iteration 0F: 2 clusters Score -1633989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1624081.000000 Penalty: 4721.278809
	Iteration 0F: 3 clusters Score -1624081 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1627296.250000 Penalty: 4721.278809
	Iteration 1F: 3 clusters Score -1627296 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1627743.625000 Penalty: 4721.278809
	Iteration 2F: 3 clusters Score -1627744 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1628123.250000 Penalty: 4721.278809
	Iteration 3F: 3 clusters Score -1628123 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1628476.000000 Penalty: 4721.278809
	Iteration 4Q: 3 clusters Score -1628476 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1628809.750000 Penalty: 4721.278809
	Iteration 5Q: 3 clusters Score -1628810 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1629141.125000 Penalty: 4721.278809
	Iteration 6Q: 3 clusters Score -1629141 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1629475.250000 Penalty: 4721.278809
	Iteration 7Q: 3 clusters Score -1629475 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1629825.875000 Penalty: 4721.278809
	Iteration 8Q: 3 clusters Score -1629826 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1630192.500000 Penalty: 4721.278809
	Iteration 9Q: 3 clusters Score -1630192 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1630557.375000 Penalty: 4721.278809
	Iteration 10Q: 3 clusters Score -1630557 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1630890.500000 Penalty: 4721.278809
	Iteration 11Q: 3 clusters Score -1630890 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1631182.875000 Penalty: 4721.278809
	Iteration 12Q: 3 clusters Score -1631183 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1631440.750000 Penalty: 4721.278809
	Iteration 13Q: 3 clusters Score -1631441 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1631642.875000 Penalty: 4721.278809
	Iteration 14Q: 3 clusters Score -1631643 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1631791.125000 Penalty: 4721.278809
	Iteration 15Q: 3 clusters Score -1631791 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1631891.375000 Penalty: 4721.278809
	Iteration 16Q: 3 clusters Score -1631891 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1631958.250000 Penalty: 4721.278809
	Iteration 17Q: 3 clusters Score -1631958 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1632011.625000 Penalty: 4721.278809
	Iteration 18Q: 3 clusters Score -1632012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1632063.750000 Penalty: 4721.278809
	Iteration 19Q: 3 clusters Score -1632064 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1632086.875000 Penalty: 4721.278809
	Iteration 20F: 3 clusters Score -1632087 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1632107.000000 Penalty: 4721.278809
	Iteration 21Q: 3 clusters Score -1632107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1632122.375000 Penalty: 4721.278809
	Iteration 22Q: 3 clusters Score -1632122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1632135.250000 Penalty: 4721.278809
	Iteration 23Q: 3 clusters Score -1632135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1632144.500000 Penalty: 4721.278809
	Iteration 24Q: 3 clusters Score -1632144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1632155.500000 Penalty: 4721.278809
	Iteration 25Q: 3 clusters Score -1632156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1632170.250000 Penalty: 4721.278809
	Iteration 26Q: 3 clusters Score -1632170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1632185.875000 Penalty: 4721.278809
	Iteration 27Q: 3 clusters Score -1632186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1632190.875000 Penalty: 4721.278809
	Iteration 28Q: 3 clusters Score -1632191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1632199.125000 Penalty: 4721.278809
	Iteration 29Q: 3 clusters Score -1632199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1632204.250000 Penalty: 4721.278809
	Iteration 30Q: 3 clusters Score -1632204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1632206.000000 Penalty: 4721.278809
	Iteration 31Q: 3 clusters Score -1632206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1632210.500000 Penalty: 4721.278809
	Iteration 32Q: 3 clusters Score -1632210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1632211.875000 Penalty: 4721.278809
	Iteration 33Q: 3 clusters Score -1632212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1632212.000000 Penalty: 4721.278809
	Iteration 34Q: 3 clusters Score -1632212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1632213.125000 Penalty: 4721.278809
	Iteration 35Q: 3 clusters Score -1632213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1632213.125000 Penalty: 4721.278809
	Iteration 36F: 3 clusters Score -1632213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Entering Unmasked Estep 
Score: -1003517.812500 Penalty: 2226.551514
	Iteration 0F: 2 clusters Score -1003518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -997192.625000 Penalty: 4453.103027
	Iteration 0F: 3 clusters Score -997192.6 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -998901.375000 Penalty: 4453.103027
	Iteration 1F: 3 clusters Score -998901.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -999140.500000 Penalty: 4453.103027
	Iteration 2F: 3 clusters Score -999140.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -999340.812500 Penalty: 4453.103027
	Iteration 3F: 3 clusters Score -999340.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -999493.625000 Penalty: 4453.103027
	Iteration 4Q: 3 clusters Score -999493.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -999626.187500 Penalty: 4453.103027
	Iteration 5Q: 3 clusters Score -999626.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -999763.937500 Penalty: 4453.103027
	Iteration 6Q: 3 clusters Score -999763.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -999912.562500 Penalty: 4453.103027
	Iteration 7Q: 3 clusters Score -999912.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1000073.500000 Penalty: 4453.103027
	Iteration 8Q: 3 clusters Score -1000074 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1000228.187500 Penalty: 4453.103027
	Iteration 9Q: 3 clusters Score -1000228 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1000374.437500 Penalty: 4453.103027
	Iteration 10Q: 3 clusters Score -1000374 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1000500.250000 Penalty: 4453.103027
	Iteration 11Q: 3 clusters Score -1000500 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1000600.250000 Penalty: 4453.103027
	Iteration 12Q: 3 clusters Score -1000600 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1000676.937500 Penalty: 4453.103027
	Iteration 13Q: 3 clusters Score -1000677 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1000734.875000 Penalty: 4453.103027
	Iteration 14Q: 3 clusters Score -1000735 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1000778.937500 Penalty: 4453.103027
	Iteration 15Q: 3 clusters Score -1000779 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1000816.625000 Penalty: 4453.103027
	Iteration 16Q: 3 clusters Score -1000817 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1000853.625000 Penalty: 4453.103027
	Iteration 17Q: 3 clusters Score -1000854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1000890.937500 Penalty: 4453.103027
	Iteration 18Q: 3 clusters Score -1000891 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1000919.187500 Penalty: 4453.103027
	Iteration 19Q: 3 clusters Score -1000919 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1000946.125000 Penalty: 4453.103027
	Iteration 20F: 3 clusters Score -1000946 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1000970.562500 Penalty: 4453.103027
	Iteration 21Q: 3 clusters Score -1000971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1000992.062500 Penalty: 4453.103027
	Iteration 22Q: 3 clusters Score -1000992 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1001018.625000 Penalty: 4453.103027
	Iteration 23Q: 3 clusters Score -1001019 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1001041.125000 Penalty: 4453.103027
	Iteration 24Q: 3 clusters Score -1001041 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1001061.312500 Penalty: 4453.103027
	Iteration 25Q: 3 clusters Score -1001061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1001079.187500 Penalty: 4453.103027
	Iteration 26Q: 3 clusters Score -1001079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1001092.562500 Penalty: 4453.103027
	Iteration 27Q: 3 clusters Score -1001093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1001109.625000 Penalty: 4453.103027
	Iteration 28Q: 3 clusters Score -1001110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1001123.375000 Penalty: 4453.103027
	Iteration 29Q: 3 clusters Score -1001123 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1001148.562500 Penalty: 4453.103027
	Iteration 30Q: 3 clusters Score -1001149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1001163.312500 Penalty: 4453.103027
	Iteration 31Q: 3 clusters Score -1001163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1001180.500000 Penalty: 4453.103027
	Iteration 32Q: 3 clusters Score -1001180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1001197.125000 Penalty: 4453.103027
	Iteration 33Q: 3 clusters Score -1001197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1001206.687500 Penalty: 4453.103027
	Iteration 34Q: 3 clusters Score -1001207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1001214.875000 Penalty: 4453.103027
	Iteration 35Q: 3 clusters Score -1001215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1001225.875000 Penalty: 4453.103027
	Iteration 36Q: 3 clusters Score -1001226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1001232.562500 Penalty: 4453.103027
	Iteration 37Q: 3 clusters Score -1001233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1001241.062500 Penalty: 4453.103027
	Iteration 38Q: 3 clusters Score -1001241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1001251.187500 Penalty: 4453.103027
	Iteration 39Q: 3 clusters Score -1001251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1001263.250000 Penalty: 4453.103027
	Iteration 40F: 3 clusters Score -1001263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1001273.937500 Penalty: 4453.103027
	Iteration 41Q: 3 clusters Score -1001274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1001290.437500 Penalty: 4453.103027
	Iteration 42Q: 3 clusters Score -1001290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1001310.000000 Penalty: 4453.103027
	Iteration 43Q: 3 clusters Score -1001310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1001327.500000 Penalty: 4453.103027
	Iteration 44Q: 3 clusters Score -1001328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1001341.687500 Penalty: 4453.103027
	Iteration 45Q: 3 clusters Score -1001342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1001358.937500 Penalty: 4453.103027
	Iteration 46Q: 3 clusters Score -1001359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1001373.562500 Penalty: 4453.103027
	Iteration 47Q: 3 clusters Score -1001374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1001385.312500 Penalty: 4453.103027
	Iteration 48Q: 3 clusters Score -1001385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1001397.187500 Penalty: 4453.103027
	Iteration 49Q: 3 clusters Score -1001397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1001411.750000 Penalty: 4453.103027
	Iteration 50Q: 3 clusters Score -1001412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1001428.500000 Penalty: 4453.103027
	Iteration 51Q: 3 clusters Score -1001428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1001443.750000 Penalty: 4453.103027
	Iteration 52Q: 3 clusters Score -1001444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1001457.562500 Penalty: 4453.103027
	Iteration 53Q: 3 clusters Score -1001458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1001467.062500 Penalty: 4453.103027
	Iteration 54Q: 3 clusters Score -1001467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1001477.187500 Penalty: 4453.103027
	Iteration 55Q: 3 clusters Score -1001477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1001486.250000 Penalty: 4453.103027
	Iteration 56Q: 3 clusters Score -1001486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1001502.000000 Penalty: 4453.103027
	Iteration 57Q: 3 clusters Score -1001502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1001513.500000 Penalty: 4453.103027
	Iteration 58Q: 3 clusters Score -1001514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1001518.187500 Penalty: 4453.103027
	Iteration 59Q: 3 clusters Score -1001518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1001526.250000 Penalty: 4453.103027
	Iteration 60F: 3 clusters Score -1001526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1001528.750000 Penalty: 4453.103027
	Iteration 61Q: 3 clusters Score -1001529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1001531.437500 Penalty: 4453.103027
	Iteration 62Q: 3 clusters Score -1001531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1001535.687500 Penalty: 4453.103027
	Iteration 63Q: 3 clusters Score -1001536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1001534.687500 Penalty: 4453.103027
	Iteration 64Q: 3 clusters Score -1001535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1001539.437500 Penalty: 4453.103027
	Iteration 65Q: 3 clusters Score -1001539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1001543.625000 Penalty: 4453.103027
	Iteration 66Q: 3 clusters Score -1001544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1001547.812500 Penalty: 4453.103027
	Iteration 67Q: 3 clusters Score -1001548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1001552.250000 Penalty: 4453.103027
	Iteration 68Q: 3 clusters Score -1001552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1001558.500000 Penalty: 4453.103027
	Iteration 69Q: 3 clusters Score -1001558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1001566.062500 Penalty: 4453.103027
	Iteration 70Q: 3 clusters Score -1001566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1001570.625000 Penalty: 4453.103027
	Iteration 71Q: 3 clusters Score -1001571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1001573.500000 Penalty: 4453.103027
	Iteration 72Q: 3 clusters Score -1001574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1001572.250000 Penalty: 4453.103027
	Iteration 73Q: 3 clusters Score -1001572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1001574.875000 Penalty: 4453.103027
	Iteration 74Q: 3 clusters Score -1001575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1001574.437500 Penalty: 4453.103027
	Iteration 75Q: 3 clusters Score -1001574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1001575.250000 Penalty: 4453.103027
	Iteration 76Q: 3 clusters Score -1001575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1001576.437500 Penalty: 4453.103027
	Iteration 77Q: 3 clusters Score -1001576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1001576.437500 Penalty: 4453.103027
	Iteration 78F: 3 clusters Score -1001576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Entering Unmasked Estep 
Score: -1642676.750000 Penalty: 2347.949463
	Iteration 0F: 2 clusters Score -1642677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1633152.250000 Penalty: 4695.898926
	Iteration 0F: 3 clusters Score -1633152 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1636017.500000 Penalty: 4695.898926
	Iteration 1F: 3 clusters Score -1636018 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1636369.500000 Penalty: 4695.898926
	Iteration 2F: 3 clusters Score -1636370 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1636606.625000 Penalty: 4695.898926
	Iteration 3Q: 3 clusters Score -1636607 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1636786.000000 Penalty: 4695.898926
	Iteration 4Q: 3 clusters Score -1636786 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1636941.875000 Penalty: 4695.898926
	Iteration 5Q: 3 clusters Score -1636942 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1637070.625000 Penalty: 4695.898926
	Iteration 6Q: 3 clusters Score -1637071 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1637182.125000 Penalty: 4695.898926
	Iteration 7Q: 3 clusters Score -1637182 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1637271.750000 Penalty: 4695.898926
	Iteration 8Q: 3 clusters Score -1637272 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1637375.875000 Penalty: 4695.898926
	Iteration 9Q: 3 clusters Score -1637376 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1637464.375000 Penalty: 4695.898926
	Iteration 10Q: 3 clusters Score -1637464 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1637573.125000 Penalty: 4695.898926
	Iteration 11Q: 3 clusters Score -1637573 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1637709.625000 Penalty: 4695.898926
	Iteration 12Q: 3 clusters Score -1637710 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1637896.625000 Penalty: 4695.898926
	Iteration 13Q: 3 clusters Score -1637897 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1638120.000000 Penalty: 4695.898926
	Iteration 14Q: 3 clusters Score -1638120 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1638418.625000 Penalty: 4695.898926
	Iteration 15Q: 3 clusters Score -1638419 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1638758.125000 Penalty: 4695.898926
	Iteration 16Q: 3 clusters Score -1638758 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1639104.375000 Penalty: 4695.898926
	Iteration 17Q: 3 clusters Score -1639104 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1639462.250000 Penalty: 4695.898926
	Iteration 18Q: 3 clusters Score -1639462 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1639801.500000 Penalty: 4695.898926
	Iteration 19Q: 3 clusters Score -1639802 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1640063.125000 Penalty: 4695.898926
	Iteration 20F: 3 clusters Score -1640063 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1640252.000000 Penalty: 4695.898926
	Iteration 21Q: 3 clusters Score -1640252 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1640367.000000 Penalty: 4695.898926
	Iteration 22Q: 3 clusters Score -1640367 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1640480.125000 Penalty: 4695.898926
	Iteration 23Q: 3 clusters Score -1640480 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1640570.875000 Penalty: 4695.898926
	Iteration 24Q: 3 clusters Score -1640571 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1640659.750000 Penalty: 4695.898926
	Iteration 25Q: 3 clusters Score -1640660 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1640717.125000 Penalty: 4695.898926
	Iteration 26Q: 3 clusters Score -1640717 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1640765.000000 Penalty: 4695.898926
	Iteration 27Q: 3 clusters Score -1640765 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1640798.500000 Penalty: 4695.898926
	Iteration 28Q: 3 clusters Score -1640798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1640828.000000 Penalty: 4695.898926
	Iteration 29Q: 3 clusters Score -1640828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1640855.750000 Penalty: 4695.898926
	Iteration 30Q: 3 clusters Score -1640856 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1640886.250000 Penalty: 4695.898926
	Iteration 31Q: 3 clusters Score -1640886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1640900.125000 Penalty: 4695.898926
	Iteration 32Q: 3 clusters Score -1640900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1640917.000000 Penalty: 4695.898926
	Iteration 33Q: 3 clusters Score -1640917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1640922.375000 Penalty: 4695.898926
	Iteration 34Q: 3 clusters Score -1640922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1640929.750000 Penalty: 4695.898926
	Iteration 35Q: 3 clusters Score -1640930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1640932.250000 Penalty: 4695.898926
	Iteration 36Q: 3 clusters Score -1640932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1640939.375000 Penalty: 4695.898926
	Iteration 37Q: 3 clusters Score -1640939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1640942.125000 Penalty: 4695.898926
	Iteration 38Q: 3 clusters Score -1640942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1640942.625000 Penalty: 4695.898926
	Iteration 39Q: 3 clusters Score -1640943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1640941.375000 Penalty: 4695.898926
	Iteration 40F: 3 clusters Score -1640941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1640943.125000 Penalty: 4695.898926
	Iteration 41Q: 3 clusters Score -1640943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1640944.750000 Penalty: 4695.898926
	Iteration 42Q: 3 clusters Score -1640945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1640944.500000 Penalty: 4695.898926
	Iteration 43Q: 3 clusters Score -1640944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1640946.500000 Penalty: 4695.898926
	Iteration 44Q: 3 clusters Score -1640946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1640949.625000 Penalty: 4695.898926
	Iteration 45Q: 3 clusters Score -1640950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1640952.250000 Penalty: 4695.898926
	Iteration 46Q: 3 clusters Score -1640952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1640955.500000 Penalty: 4695.898926
	Iteration 47Q: 3 clusters Score -1640956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1640953.500000 Penalty: 4695.898926
	Iteration 48Q: 3 clusters Score -1640954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1640955.500000 Penalty: 4695.898926
	Iteration 49Q: 3 clusters Score -1640956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1640956.125000 Penalty: 4695.898926
	Iteration 50Q: 3 clusters Score -1640956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1640956.500000 Penalty: 4695.898926
	Iteration 51Q: 3 clusters Score -1640956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1640955.375000 Penalty: 4695.898926
	Iteration 52Q: 3 clusters Score -1640955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1640955.875000 Penalty: 4695.898926
	Iteration 53Q: 3 clusters Score -1640956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1640961.375000 Penalty: 4695.898926
	Iteration 54Q: 3 clusters Score -1640961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1640959.250000 Penalty: 4695.898926
	Iteration 55Q: 3 clusters Score -1640959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1640963.125000 Penalty: 4695.898926
	Iteration 56Q: 3 clusters Score -1640963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1640963.875000 Penalty: 4695.898926
	Iteration 57Q: 3 clusters Score -1640964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1640965.625000 Penalty: 4695.898926
	Iteration 58Q: 3 clusters Score -1640966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1640969.625000 Penalty: 4695.898926
	Iteration 59Q: 3 clusters Score -1640970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1640968.875000 Penalty: 4695.898926
	Iteration 60F: 3 clusters Score -1640969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1640972.000000 Penalty: 4695.898926
	Iteration 61Q: 3 clusters Score -1640972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1640972.625000 Penalty: 4695.898926
	Iteration 62Q: 3 clusters Score -1640973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1640973.000000 Penalty: 4695.898926
	Iteration 63Q: 3 clusters Score -1640973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1640975.750000 Penalty: 4695.898926
	Iteration 64Q: 3 clusters Score -1640976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1640978.750000 Penalty: 4695.898926
	Iteration 65Q: 3 clusters Score -1640979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1640980.750000 Penalty: 4695.898926
	Iteration 66Q: 3 clusters Score -1640981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1640980.750000 Penalty: 4695.898926
	Iteration 67F: 3 clusters Score -1640981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (80527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Entering Unmasked Estep 
Score: -10401619.000000 Penalty: 2801.494141
	Iteration 0F: 2 clusters Score -1.040162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -10347479.000000 Penalty: 5602.988281
	Iteration 0F: 3 clusters Score -1.034748e+07 nChanged 37846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -10369028.000000 Penalty: 5602.988281
	Iteration 1F: 3 clusters Score -1.036903e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -10369575.000000 Penalty: 5602.988281
	Iteration 2Q: 3 clusters Score -1.036958e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -10370188.000000 Penalty: 5602.988281
	Iteration 3Q: 3 clusters Score -1.037019e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -10370965.000000 Penalty: 5602.988281
	Iteration 4Q: 3 clusters Score -1.037096e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -10372300.000000 Penalty: 5602.988281
	Iteration 5Q: 3 clusters Score -1.03723e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -10374317.000000 Penalty: 5602.988281
	Iteration 6F: 3 clusters Score -1.037432e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -10377465.000000 Penalty: 5602.988281
	Iteration 7F: 3 clusters Score -1.037746e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -10382185.000000 Penalty: 5602.988281
	Iteration 8F: 3 clusters Score -1.038218e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -10387826.000000 Penalty: 5602.988281
	Iteration 9F: 3 clusters Score -1.038783e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -10393070.000000 Penalty: 5602.988281
	Iteration 10F: 3 clusters Score -1.039307e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -10396358.000000 Penalty: 5602.988281
	Iteration 11Q: 3 clusters Score -1.039636e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79246 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -10398040.000000 Penalty: 5602.988281
	Iteration 12Q: 3 clusters Score -1.039804e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10398666.000000 Penalty: 5602.988281
	Iteration 13Q: 3 clusters Score -1.039867e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10398919.000000 Penalty: 5602.988281
	Iteration 14Q: 3 clusters Score -1.039892e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10399027.000000 Penalty: 5602.988281
	Iteration 15Q: 3 clusters Score -1.039903e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10399083.000000 Penalty: 5602.988281
	Iteration 16Q: 3 clusters Score -1.039908e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10399118.000000 Penalty: 5602.988281
	Iteration 17Q: 3 clusters Score -1.039912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80239 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10399136.000000 Penalty: 5602.988281
	Iteration 18Q: 3 clusters Score -1.039914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10399149.000000 Penalty: 5602.988281
	Iteration 19Q: 3 clusters Score -1.039915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80251 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10399167.000000 Penalty: 5602.988281
	Iteration 20F: 3 clusters Score -1.039917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10399164.000000 Penalty: 5602.988281
	Iteration 21Q: 3 clusters Score -1.039916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10399164.000000 Penalty: 5602.988281
	Iteration 22Q: 3 clusters Score -1.039916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10399173.000000 Penalty: 5602.988281
	Iteration 23Q: 3 clusters Score -1.039917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10399177.000000 Penalty: 5602.988281
	Iteration 24Q: 3 clusters Score -1.039918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10399200.000000 Penalty: 5602.988281
	Iteration 25Q: 3 clusters Score -1.03992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10399196.000000 Penalty: 5602.988281
	Iteration 26Q: 3 clusters Score -1.03992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10399202.000000 Penalty: 5602.988281
	Iteration 27Q: 3 clusters Score -1.03992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10399202.000000 Penalty: 5602.988281
	Iteration 28F: 3 clusters Score -1.03992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -118202.406250 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -118202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116300.210938 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -116300.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -116697.273438 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -116697.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116856.226562 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -116856.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117040.929688 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -117040.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117310.640625 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -117310.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -117568.445312 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -117568.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -117871.328125 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -117871.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -118320.156250 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -118320.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -118467.796875 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -118467.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -118588.093750 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -118588.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -118638.531250 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -118638.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -118670.789062 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -118670.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118725.656250 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -118725.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -118754.179688 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -118754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -118769.742188 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -118769.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118775.101562 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -118775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -118786.656250 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -118786.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -118795.750000 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -118795.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118813.828125 Penalty: 3448.553467
	Iteration 18Q: 3 clusters Score -118813.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118838.109375 Penalty: 3448.553467
	Iteration 19Q: 3 clusters Score -118838.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -118869.101562 Penalty: 3448.553467
	Iteration 20F: 3 clusters Score -118869.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118908.500000 Penalty: 3448.553467
	Iteration 21Q: 3 clusters Score -118908.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118925.351562 Penalty: 3448.553467
	Iteration 22Q: 3 clusters Score -118925.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118935.648438 Penalty: 3448.553467
	Iteration 23Q: 3 clusters Score -118935.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -118955.937500 Penalty: 3448.553467
	Iteration 24Q: 3 clusters Score -118955.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119007.070312 Penalty: 3448.553467
	Iteration 25Q: 3 clusters Score -119007.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119054.500000 Penalty: 3448.553467
	Iteration 26Q: 3 clusters Score -119054.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119092.210938 Penalty: 3448.553467
	Iteration 27Q: 3 clusters Score -119092.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119199.921875 Penalty: 3448.553467
	Iteration 28Q: 3 clusters Score -119199.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119320.906250 Penalty: 3448.553467
	Iteration 29Q: 3 clusters Score -119320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -119341.351562 Penalty: 3448.553467
	Iteration 30Q: 3 clusters Score -119341.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -119341.351562 Penalty: 3448.553467
	Iteration 31F: 3 clusters Score -119341.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100908 members 
Mstep: Class 4 contains 286903 members 
Mstep: Class 5 contains 35349 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 150965 members 
Mstep: Class 8 contains 56316 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 44386 members 
Mstep: Class 11 contains 124616 members 
Mstep: Class 12 contains 101241 members 
Mstep: Class 13 contains 15934 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 9123 members 
Mstep: Class 17 contains 31540 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 59512 members 
Mstep: Class 20 contains 52297 members 
Mstep: Class 21 contains 19769 members 
Mstep: Class 22 contains 7861 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 13612 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 80527 members 
Mstep: Class 29 contains 539 members 
Mstep: Class 30 contains 1505 members 
Mstep: Class 31 contains 507 members 
Entering Unmasked Estep 
Score: -157737600.000000 Penalty: 108024.484375
Splitting cluster 29 changes total score from -157738096.000000 to -157737600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -180425.609375 Penalty: 1814.504028
	Iteration 0F: 2 clusters Score -180425.6 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 715 members 
Entering Unmasked Estep 
Score: -178194.437500 Penalty: 3629.008057
	Iteration 0F: 3 clusters Score -178194.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -178651.656250 Penalty: 3629.008057
	Iteration 1F: 3 clusters Score -178651.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -178788.078125 Penalty: 3629.008057
	Iteration 2F: 3 clusters Score -178788.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -178837.984375 Penalty: 3629.008057
	Iteration 3Q: 3 clusters Score -178838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -178880.562500 Penalty: 3629.008057
	Iteration 4Q: 3 clusters Score -178880.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -178923.328125 Penalty: 3629.008057
	Iteration 5Q: 3 clusters Score -178923.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -178965.218750 Penalty: 3629.008057
	Iteration 6Q: 3 clusters Score -178965.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -179004.578125 Penalty: 3629.008057
	Iteration 7Q: 3 clusters Score -179004.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -179045.734375 Penalty: 3629.008057
	Iteration 8Q: 3 clusters Score -179045.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -179079.859375 Penalty: 3629.008057
	Iteration 9Q: 3 clusters Score -179079.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -179118.437500 Penalty: 3629.008057
	Iteration 10Q: 3 clusters Score -179118.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -179159.265625 Penalty: 3629.008057
	Iteration 11Q: 3 clusters Score -179159.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -179204.750000 Penalty: 3629.008057
	Iteration 12Q: 3 clusters Score -179204.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -179242.703125 Penalty: 3629.008057
	Iteration 13Q: 3 clusters Score -179242.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -179281.140625 Penalty: 3629.008057
	Iteration 14Q: 3 clusters Score -179281.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -179327.671875 Penalty: 3629.008057
	Iteration 15Q: 3 clusters Score -179327.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -179379.046875 Penalty: 3629.008057
	Iteration 16Q: 3 clusters Score -179379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -179445.375000 Penalty: 3629.008057
	Iteration 17Q: 3 clusters Score -179445.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -179503.531250 Penalty: 3629.008057
	Iteration 18Q: 3 clusters Score -179503.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -179573.609375 Penalty: 3629.008057
	Iteration 19Q: 3 clusters Score -179573.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -179624.859375 Penalty: 3629.008057
	Iteration 20F: 3 clusters Score -179624.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -179653.390625 Penalty: 3629.008057
	Iteration 21Q: 3 clusters Score -179653.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -179674.546875 Penalty: 3629.008057
	Iteration 22Q: 3 clusters Score -179674.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -179700.859375 Penalty: 3629.008057
	Iteration 23Q: 3 clusters Score -179700.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -179716.968750 Penalty: 3629.008057
	Iteration 24Q: 3 clusters Score -179717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -179734.500000 Penalty: 3629.008057
	Iteration 25Q: 3 clusters Score -179734.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -179741.718750 Penalty: 3629.008057
	Iteration 26Q: 3 clusters Score -179741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -179749.125000 Penalty: 3629.008057
	Iteration 27Q: 3 clusters Score -179749.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -179759.468750 Penalty: 3629.008057
	Iteration 28Q: 3 clusters Score -179759.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -179773.296875 Penalty: 3629.008057
	Iteration 29Q: 3 clusters Score -179773.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -179782.703125 Penalty: 3629.008057
	Iteration 30Q: 3 clusters Score -179782.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -179791.000000 Penalty: 3629.008057
	Iteration 31Q: 3 clusters Score -179791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -179798.906250 Penalty: 3629.008057
	Iteration 32Q: 3 clusters Score -179798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -179804.062500 Penalty: 3629.008057
	Iteration 33Q: 3 clusters Score -179804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -179805.843750 Penalty: 3629.008057
	Iteration 34Q: 3 clusters Score -179805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -179807.609375 Penalty: 3629.008057
	Iteration 35Q: 3 clusters Score -179807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -179809.000000 Penalty: 3629.008057
	Iteration 36Q: 3 clusters Score -179809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -179810.171875 Penalty: 3629.008057
	Iteration 37Q: 3 clusters Score -179810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -179812.046875 Penalty: 3629.008057
	Iteration 38Q: 3 clusters Score -179812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -179812.890625 Penalty: 3629.008057
	Iteration 39Q: 3 clusters Score -179812.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -179812.890625 Penalty: 3629.008057
	Iteration 40F: 3 clusters Score -179812.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100908 members 
Mstep: Class 4 contains 286903 members 
Mstep: Class 5 contains 35349 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 150965 members 
Mstep: Class 8 contains 56316 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 44386 members 
Mstep: Class 11 contains 124616 members 
Mstep: Class 12 contains 101241 members 
Mstep: Class 13 contains 15934 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 9123 members 
Mstep: Class 17 contains 31540 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 59512 members 
Mstep: Class 20 contains 52297 members 
Mstep: Class 21 contains 19769 members 
Mstep: Class 22 contains 7861 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 13612 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 80527 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738240.000000 Penalty: 104539.820312
Iteration 159Q: 31 clusters Score -1.577382e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100906 members 
Mstep: Class 4 contains 287025 members 
Mstep: Class 5 contains 35356 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 150945 members 
Mstep: Class 8 contains 56326 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 44385 members 
Mstep: Class 11 contains 124506 members 
Mstep: Class 12 contains 101250 members 
Mstep: Class 13 contains 15930 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 31535 members 
Mstep: Class 18 contains 8280 members 
Mstep: Class 19 contains 59513 members 
Mstep: Class 20 contains 52296 members 
Mstep: Class 21 contains 19766 members 
Mstep: Class 22 contains 7862 members 
Mstep: Class 23 contains 4198 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 13604 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12932 members 
Mstep: Class 28 contains 80521 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738240.000000 Penalty: 104539.820312
Iteration 160F: 31 clusters Score -1.577382e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100907 members 
Mstep: Class 4 contains 287143 members 
Mstep: Class 5 contains 35363 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 150934 members 
Mstep: Class 8 contains 56342 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 44390 members 
Mstep: Class 11 contains 124374 members 
Mstep: Class 12 contains 101254 members 
Mstep: Class 13 contains 15928 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4491 members 
Mstep: Class 16 contains 9127 members 
Mstep: Class 17 contains 31528 members 
Mstep: Class 18 contains 8282 members 
Mstep: Class 19 contains 59517 members 
Mstep: Class 20 contains 52298 members 
Mstep: Class 21 contains 19766 members 
Mstep: Class 22 contains 7860 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 13597 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12934 members 
Mstep: Class 28 contains 80517 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738176.000000 Penalty: 104539.820312
Iteration 161Q: 31 clusters Score -1.577382e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100908 members 
Mstep: Class 4 contains 287252 members 
Mstep: Class 5 contains 35366 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 150918 members 
Mstep: Class 8 contains 56349 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 44397 members 
Mstep: Class 11 contains 124262 members 
Mstep: Class 12 contains 101260 members 
Mstep: Class 13 contains 15927 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4497 members 
Mstep: Class 16 contains 9130 members 
Mstep: Class 17 contains 31526 members 
Mstep: Class 18 contains 8281 members 
Mstep: Class 19 contains 59525 members 
Mstep: Class 20 contains 52300 members 
Mstep: Class 21 contains 19764 members 
Mstep: Class 22 contains 7859 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 13592 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12935 members 
Mstep: Class 28 contains 80509 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738080.000000 Penalty: 104539.820312
Iteration 162Q: 31 clusters Score -1.577381e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100909 members 
Mstep: Class 4 contains 287330 members 
Mstep: Class 5 contains 35376 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 150907 members 
Mstep: Class 8 contains 56351 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 44403 members 
Mstep: Class 11 contains 124157 members 
Mstep: Class 12 contains 101274 members 
Mstep: Class 13 contains 15920 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4500 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31523 members 
Mstep: Class 18 contains 8278 members 
Mstep: Class 19 contains 59542 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19764 members 
Mstep: Class 22 contains 7859 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 13591 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 80503 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737936.000000 Penalty: 104539.820312
Iteration 163Q: 31 clusters Score -1.577379e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100910 members 
Mstep: Class 4 contains 287421 members 
Mstep: Class 5 contains 35382 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 150905 members 
Mstep: Class 8 contains 56359 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 44405 members 
Mstep: Class 11 contains 124043 members 
Mstep: Class 12 contains 101280 members 
Mstep: Class 13 contains 15921 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 31520 members 
Mstep: Class 18 contains 8276 members 
Mstep: Class 19 contains 59560 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19763 members 
Mstep: Class 22 contains 7858 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 13587 members 
Mstep: Class 26 contains 7925 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 80492 members 
Mstep: Class 29 contains 1045 members 
Mstep: Class 30 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738032.000000 Penalty: 104539.820312
Iteration 164Q: 31 clusters Score -1.57738e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100913 members 
Mstep: Class 4 contains 287508 members 
Mstep: Class 5 contains 35387 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 150900 members 
Mstep: Class 8 contains 56373 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 44408 members 
Mstep: Class 11 contains 123930 members 
Mstep: Class 12 contains 101293 members 
Mstep: Class 13 contains 15912 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 9134 members 
Mstep: Class 17 contains 31517 members 
Mstep: Class 18 contains 8277 members 
Mstep: Class 19 contains 59571 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19762 members 
Mstep: Class 22 contains 7855 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 13577 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12937 members 
Mstep: Class 28 contains 80488 members 
Mstep: Class 29 contains 1044 members 
Mstep: Class 30 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738000.000000 Penalty: 104539.820312
Iteration 165Q: 31 clusters Score -1.57738e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100915 members 
Mstep: Class 4 contains 287598 members 
Mstep: Class 5 contains 35387 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 150896 members 
Mstep: Class 8 contains 56378 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 44413 members 
Mstep: Class 11 contains 123834 members 
Mstep: Class 12 contains 101300 members 
Mstep: Class 13 contains 15909 members 
Mstep: Class 14 contains 419 members 
Mstep: Class 15 contains 4520 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 31516 members 
Mstep: Class 18 contains 8278 members 
Mstep: Class 19 contains 59579 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19761 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 13568 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12937 members 
Mstep: Class 28 contains 80479 members 
Mstep: Class 29 contains 1042 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737904.000000 Penalty: 104539.820312
Iteration 166Q: 31 clusters Score -1.577379e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 287693 members 
Mstep: Class 5 contains 35385 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 150886 members 
Mstep: Class 8 contains 56384 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 44415 members 
Mstep: Class 11 contains 123733 members 
Mstep: Class 12 contains 101308 members 
Mstep: Class 13 contains 15912 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4527 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 31511 members 
Mstep: Class 18 contains 8274 members 
Mstep: Class 19 contains 59590 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19761 members 
Mstep: Class 22 contains 7849 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 13559 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12937 members 
Mstep: Class 28 contains 80476 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737840.000000 Penalty: 104539.820312
Iteration 167Q: 31 clusters Score -1.577378e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100924 members 
Mstep: Class 4 contains 287790 members 
Mstep: Class 5 contains 35383 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 150882 members 
Mstep: Class 8 contains 56395 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 44415 members 
Mstep: Class 11 contains 123636 members 
Mstep: Class 12 contains 101319 members 
Mstep: Class 13 contains 15912 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 31506 members 
Mstep: Class 18 contains 8271 members 
Mstep: Class 19 contains 59596 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19757 members 
Mstep: Class 22 contains 7849 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 13550 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12937 members 
Mstep: Class 28 contains 80465 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737968.000000 Penalty: 104539.820312
Iteration 168Q: 31 clusters Score -1.57738e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100921 members 
Mstep: Class 4 contains 287887 members 
Mstep: Class 5 contains 35380 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 150868 members 
Mstep: Class 8 contains 56408 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 10 contains 44417 members 
Mstep: Class 11 contains 123565 members 
Mstep: Class 12 contains 101326 members 
Mstep: Class 13 contains 15908 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4539 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 31498 members 
Mstep: Class 18 contains 8270 members 
Mstep: Class 19 contains 59592 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19753 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 13546 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12937 members 
Mstep: Class 28 contains 80453 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737984.000000 Penalty: 104539.820312
Iteration 169Q: 31 clusters Score -1.57738e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100925 members 
Mstep: Class 4 contains 287968 members 
Mstep: Class 5 contains 35383 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 150859 members 
Mstep: Class 8 contains 56413 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 10 contains 44420 members 
Mstep: Class 11 contains 123483 members 
Mstep: Class 12 contains 101339 members 
Mstep: Class 13 contains 15903 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 31488 members 
Mstep: Class 18 contains 8268 members 
Mstep: Class 19 contains 59598 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19751 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 13540 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12939 members 
Mstep: Class 28 contains 80444 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738048.000000 Penalty: 104539.820312
Iteration 170Q: 31 clusters Score -1.57738e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100923 members 
Mstep: Class 4 contains 288030 members 
Mstep: Class 5 contains 35395 members 
Mstep: Class 6 contains 7600 members 
Mstep: Class 7 contains 150861 members 
Mstep: Class 8 contains 56416 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 44425 members 
Mstep: Class 11 contains 123400 members 
Mstep: Class 12 contains 101352 members 
Mstep: Class 13 contains 15897 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4552 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 31484 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 59604 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19750 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 13532 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12939 members 
Mstep: Class 28 contains 80438 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738208.000000 Penalty: 104539.820312
Iteration 171Q: 31 clusters Score -1.577382e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100923 members 
Mstep: Class 4 contains 288094 members 
Mstep: Class 5 contains 35399 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 150857 members 
Mstep: Class 8 contains 56421 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 44425 members 
Mstep: Class 11 contains 123331 members 
Mstep: Class 12 contains 101366 members 
Mstep: Class 13 contains 15891 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4555 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 31479 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 59606 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19750 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 13527 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12938 members 
Mstep: Class 28 contains 80433 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738112.000000 Penalty: 104539.820312
Iteration 172Q: 31 clusters Score -1.577381e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100919 members 
Mstep: Class 4 contains 288157 members 
Mstep: Class 5 contains 35400 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 150854 members 
Mstep: Class 8 contains 56422 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 44425 members 
Mstep: Class 11 contains 123264 members 
Mstep: Class 12 contains 101368 members 
Mstep: Class 13 contains 15891 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4559 members 
Mstep: Class 16 contains 9132 members 
Mstep: Class 17 contains 31477 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 59616 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19750 members 
Mstep: Class 22 contains 7853 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 13526 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12940 members 
Mstep: Class 28 contains 80427 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738016.000000 Penalty: 104539.820312
Iteration 173Q: 31 clusters Score -1.57738e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100919 members 
Mstep: Class 4 contains 288230 members 
Mstep: Class 5 contains 35404 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 150844 members 
Mstep: Class 8 contains 56431 members 
Mstep: Class 9 contains 3394 members 
Mstep: Class 10 contains 44424 members 
Mstep: Class 11 contains 123197 members 
Mstep: Class 12 contains 101375 members 
Mstep: Class 13 contains 15879 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4563 members 
Mstep: Class 16 contains 9132 members 
Mstep: Class 17 contains 31473 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19748 members 
Mstep: Class 22 contains 7853 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 13523 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12941 members 
Mstep: Class 28 contains 80421 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737888.000000 Penalty: 104539.820312
Iteration 174Q: 31 clusters Score -1.577379e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100915 members 
Mstep: Class 4 contains 288302 members 
Mstep: Class 5 contains 35405 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 150842 members 
Mstep: Class 8 contains 56433 members 
Mstep: Class 9 contains 3398 members 
Mstep: Class 10 contains 44425 members 
Mstep: Class 11 contains 123128 members 
Mstep: Class 12 contains 101383 members 
Mstep: Class 13 contains 15870 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4569 members 
Mstep: Class 16 contains 9132 members 
Mstep: Class 17 contains 31470 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 59624 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19745 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 13520 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12941 members 
Mstep: Class 28 contains 80415 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737856.000000 Penalty: 104539.820312
Iteration 175Q: 31 clusters Score -1.577379e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100914 members 
Mstep: Class 4 contains 288360 members 
Mstep: Class 5 contains 35413 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 150845 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 3402 members 
Mstep: Class 10 contains 44426 members 
Mstep: Class 11 contains 123056 members 
Mstep: Class 12 contains 101387 members 
Mstep: Class 13 contains 15862 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4571 members 
Mstep: Class 16 contains 9132 members 
Mstep: Class 17 contains 31467 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 59627 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19743 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 777 members 
Mstep: Class 25 contains 13516 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12942 members 
Mstep: Class 28 contains 80411 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738000.000000 Penalty: 104539.820312
Iteration 176Q: 31 clusters Score -1.57738e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100914 members 
Mstep: Class 4 contains 288426 members 
Mstep: Class 5 contains 35423 members 
Mstep: Class 6 contains 7604 members 
Mstep: Class 7 contains 150847 members 
Mstep: Class 8 contains 56437 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44425 members 
Mstep: Class 11 contains 122990 members 
Mstep: Class 12 contains 101393 members 
Mstep: Class 13 contains 15857 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4573 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31463 members 
Mstep: Class 18 contains 8263 members 
Mstep: Class 19 contains 59629 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19741 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 778 members 
Mstep: Class 25 contains 13513 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12941 members 
Mstep: Class 28 contains 80408 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737968.000000 Penalty: 104539.820312
Iteration 177Q: 31 clusters Score -1.57738e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100914 members 
Mstep: Class 4 contains 288488 members 
Mstep: Class 5 contains 35432 members 
Mstep: Class 6 contains 7605 members 
Mstep: Class 7 contains 150846 members 
Mstep: Class 8 contains 56435 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44428 members 
Mstep: Class 11 contains 122920 members 
Mstep: Class 12 contains 101404 members 
Mstep: Class 13 contains 15854 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9130 members 
Mstep: Class 17 contains 31462 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59633 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19736 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 778 members 
Mstep: Class 25 contains 13510 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12942 members 
Mstep: Class 28 contains 80402 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737952.000000 Penalty: 104539.820312
Iteration 178Q: 31 clusters Score -1.57738e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100914 members 
Mstep: Class 4 contains 288549 members 
Mstep: Class 5 contains 35433 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 150841 members 
Mstep: Class 8 contains 56445 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44434 members 
Mstep: Class 11 contains 122851 members 
Mstep: Class 12 contains 101414 members 
Mstep: Class 13 contains 15848 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9130 members 
Mstep: Class 17 contains 31460 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59636 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 778 members 
Mstep: Class 25 contains 13509 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12941 members 
Mstep: Class 28 contains 80399 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737872.000000 Penalty: 104539.820312
Iteration 179Q: 31 clusters Score -1.577379e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100915 members 
Mstep: Class 4 contains 288607 members 
Mstep: Class 5 contains 35439 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 150843 members 
Mstep: Class 8 contains 56451 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44438 members 
Mstep: Class 11 contains 122780 members 
Mstep: Class 12 contains 101421 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4576 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31458 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 59639 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19725 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 778 members 
Mstep: Class 25 contains 13507 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12939 members 
Mstep: Class 28 contains 80399 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737904.000000 Penalty: 104539.820312
Iteration 180F: 31 clusters Score -1.577379e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100915 members 
Mstep: Class 4 contains 288679 members 
Mstep: Class 5 contains 35448 members 
Mstep: Class 6 contains 7609 members 
Mstep: Class 7 contains 150840 members 
Mstep: Class 8 contains 56446 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44441 members 
Mstep: Class 11 contains 122690 members 
Mstep: Class 12 contains 101421 members 
Mstep: Class 13 contains 15840 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4576 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31458 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 59645 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19722 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13506 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12942 members 
Mstep: Class 28 contains 80407 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737952.000000 Penalty: 104539.820312
Iteration 181Q: 31 clusters Score -1.57738e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100915 members 
Mstep: Class 4 contains 288743 members 
Mstep: Class 5 contains 35459 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 150841 members 
Mstep: Class 8 contains 56444 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 10 contains 44439 members 
Mstep: Class 11 contains 122613 members 
Mstep: Class 12 contains 101426 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4578 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31456 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 59649 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19719 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4201 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13503 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12942 members 
Mstep: Class 28 contains 80410 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737984.000000 Penalty: 104539.820312
Iteration 182Q: 31 clusters Score -1.57738e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100918 members 
Mstep: Class 4 contains 288825 members 
Mstep: Class 5 contains 35473 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 150845 members 
Mstep: Class 8 contains 56436 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 10 contains 44438 members 
Mstep: Class 11 contains 122513 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15837 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4577 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31455 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 59657 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19716 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4201 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13499 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12942 members 
Mstep: Class 28 contains 80413 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738000.000000 Penalty: 104539.820312
Iteration 183Q: 31 clusters Score -1.57738e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 288885 members 
Mstep: Class 5 contains 35486 members 
Mstep: Class 6 contains 7611 members 
Mstep: Class 7 contains 150849 members 
Mstep: Class 8 contains 56432 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 10 contains 44441 members 
Mstep: Class 11 contains 122425 members 
Mstep: Class 12 contains 101433 members 
Mstep: Class 13 contains 15837 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4576 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31455 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 59668 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19714 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4201 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13496 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12941 members 
Mstep: Class 28 contains 80414 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738176.000000 Penalty: 104539.820312
Iteration 184Q: 31 clusters Score -1.577382e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100923 members 
Mstep: Class 4 contains 288949 members 
Mstep: Class 5 contains 35494 members 
Mstep: Class 6 contains 7612 members 
Mstep: Class 7 contains 150848 members 
Mstep: Class 8 contains 56434 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 10 contains 44444 members 
Mstep: Class 11 contains 122342 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31454 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 59677 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19714 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4201 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13493 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12942 members 
Mstep: Class 28 contains 80411 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738240.000000 Penalty: 104539.820312
Iteration 185Q: 31 clusters Score -1.577382e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100924 members 
Mstep: Class 4 contains 289012 members 
Mstep: Class 5 contains 35501 members 
Mstep: Class 6 contains 7613 members 
Mstep: Class 7 contains 150850 members 
Mstep: Class 8 contains 56434 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 10 contains 44445 members 
Mstep: Class 11 contains 122267 members 
Mstep: Class 12 contains 101435 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31453 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59679 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19714 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4202 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13489 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12944 members 
Mstep: Class 28 contains 80408 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738128.000000 Penalty: 104539.820312
Iteration 186Q: 31 clusters Score -1.577381e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100924 members 
Mstep: Class 4 contains 289073 members 
Mstep: Class 5 contains 35506 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150848 members 
Mstep: Class 8 contains 56440 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 10 contains 44446 members 
Mstep: Class 11 contains 122185 members 
Mstep: Class 12 contains 101436 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31452 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59689 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19714 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4202 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13488 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12945 members 
Mstep: Class 28 contains 80409 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738080.000000 Penalty: 104539.820312
Iteration 187Q: 31 clusters Score -1.577381e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100926 members 
Mstep: Class 4 contains 289145 members 
Mstep: Class 5 contains 35506 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150846 members 
Mstep: Class 8 contains 56448 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 10 contains 44445 members 
Mstep: Class 11 contains 122100 members 
Mstep: Class 12 contains 101436 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31452 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59694 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4202 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12947 members 
Mstep: Class 28 contains 80411 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738080.000000 Penalty: 104539.820312
Iteration 188Q: 31 clusters Score -1.577381e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100926 members 
Mstep: Class 4 contains 289214 members 
Mstep: Class 5 contains 35509 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150843 members 
Mstep: Class 8 contains 56452 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44447 members 
Mstep: Class 11 contains 122031 members 
Mstep: Class 12 contains 101436 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31452 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59691 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4202 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12947 members 
Mstep: Class 28 contains 80407 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738016.000000 Penalty: 104539.820312
Iteration 189Q: 31 clusters Score -1.57738e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100926 members 
Mstep: Class 4 contains 289270 members 
Mstep: Class 5 contains 35513 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150842 members 
Mstep: Class 8 contains 56450 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44445 members 
Mstep: Class 11 contains 121967 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31451 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59700 members 
Mstep: Class 20 contains 52304 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4202 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12947 members 
Mstep: Class 28 contains 80407 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737968.000000 Penalty: 104539.820312
Iteration 190Q: 31 clusters Score -1.57738e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100927 members 
Mstep: Class 4 contains 289345 members 
Mstep: Class 5 contains 35511 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150834 members 
Mstep: Class 8 contains 56452 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44444 members 
Mstep: Class 11 contains 121908 members 
Mstep: Class 12 contains 101433 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31450 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59697 members 
Mstep: Class 20 contains 52305 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4202 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80405 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737984.000000 Penalty: 104539.820312
Iteration 191Q: 31 clusters Score -1.57738e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100927 members 
Mstep: Class 4 contains 289421 members 
Mstep: Class 5 contains 35509 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150824 members 
Mstep: Class 8 contains 56458 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44447 members 
Mstep: Class 11 contains 121836 members 
Mstep: Class 12 contains 101435 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31450 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59695 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19714 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4202 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12945 members 
Mstep: Class 28 contains 80403 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737984.000000 Penalty: 104539.820312
Iteration 192Q: 31 clusters Score -1.57738e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100927 members 
Mstep: Class 4 contains 289479 members 
Mstep: Class 5 contains 35517 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150817 members 
Mstep: Class 8 contains 56464 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44452 members 
Mstep: Class 11 contains 121764 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31450 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59702 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19714 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4202 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12945 members 
Mstep: Class 28 contains 80400 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738016.000000 Penalty: 104539.820312
Iteration 193Q: 31 clusters Score -1.57738e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100927 members 
Mstep: Class 4 contains 289543 members 
Mstep: Class 5 contains 35526 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 150812 members 
Mstep: Class 8 contains 56458 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44455 members 
Mstep: Class 11 contains 121699 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31450 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59699 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4202 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80401 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738048.000000 Penalty: 104539.820312
Iteration 194Q: 31 clusters Score -1.57738e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100927 members 
Mstep: Class 4 contains 289592 members 
Mstep: Class 5 contains 35539 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 150809 members 
Mstep: Class 8 contains 56457 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44459 members 
Mstep: Class 11 contains 121634 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31448 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59704 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4203 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80400 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738016.000000 Penalty: 104539.820312
Iteration 195Q: 31 clusters Score -1.57738e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100927 members 
Mstep: Class 4 contains 289630 members 
Mstep: Class 5 contains 35538 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 150806 members 
Mstep: Class 8 contains 56462 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44462 members 
Mstep: Class 11 contains 121580 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31446 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59714 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80404 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738000.000000 Penalty: 104539.820312
Iteration 196Q: 31 clusters Score -1.57738e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100927 members 
Mstep: Class 4 contains 289665 members 
Mstep: Class 5 contains 35538 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 150806 members 
Mstep: Class 8 contains 56454 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44471 members 
Mstep: Class 11 contains 121533 members 
Mstep: Class 12 contains 101435 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31446 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59727 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80401 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738000.000000 Penalty: 104539.820312
Iteration 197Q: 31 clusters Score -1.57738e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100927 members 
Mstep: Class 4 contains 289694 members 
Mstep: Class 5 contains 35542 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 150804 members 
Mstep: Class 8 contains 56460 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44473 members 
Mstep: Class 11 contains 121488 members 
Mstep: Class 12 contains 101436 members 
Mstep: Class 13 contains 15837 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31445 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59736 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80397 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737952.000000 Penalty: 104539.820312
Iteration 198Q: 31 clusters Score -1.57738e+08 nChanged 82
Entering ConstructFrom: 
Score: -157737952.000000 Penalty: 104539.820312
Entering ConstructFrom: 
Trying to split cluster 1 (8795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Entering Unmasked Estep 
Score: -1059838.250000 Penalty: 2252.320801
	Iteration 0F: 2 clusters Score -1059838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1052850.000000 Penalty: 4504.641602
	Iteration 0F: 3 clusters Score -1052850 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1054867.125000 Penalty: 4504.641602
	Iteration 1F: 3 clusters Score -1054867 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1055189.500000 Penalty: 4504.641602
	Iteration 2F: 3 clusters Score -1055190 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1055427.375000 Penalty: 4504.641602
	Iteration 3F: 3 clusters Score -1055427 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1055619.000000 Penalty: 4504.641602
	Iteration 4Q: 3 clusters Score -1055619 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1055757.250000 Penalty: 4504.641602
	Iteration 5Q: 3 clusters Score -1055757 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1055896.625000 Penalty: 4504.641602
	Iteration 6Q: 3 clusters Score -1055897 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1056038.500000 Penalty: 4504.641602
	Iteration 7Q: 3 clusters Score -1056038 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1056211.625000 Penalty: 4504.641602
	Iteration 8Q: 3 clusters Score -1056212 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1056427.375000 Penalty: 4504.641602
	Iteration 9Q: 3 clusters Score -1056427 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1056639.375000 Penalty: 4504.641602
	Iteration 10Q: 3 clusters Score -1056639 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1056886.500000 Penalty: 4504.641602
	Iteration 11Q: 3 clusters Score -1056886 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1057126.500000 Penalty: 4504.641602
	Iteration 12Q: 3 clusters Score -1057126 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1057341.750000 Penalty: 4504.641602
	Iteration 13Q: 3 clusters Score -1057342 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1057527.500000 Penalty: 4504.641602
	Iteration 14Q: 3 clusters Score -1057528 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1057694.000000 Penalty: 4504.641602
	Iteration 15Q: 3 clusters Score -1057694 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1057822.625000 Penalty: 4504.641602
	Iteration 16Q: 3 clusters Score -1057823 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1057904.375000 Penalty: 4504.641602
	Iteration 17Q: 3 clusters Score -1057904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1057973.750000 Penalty: 4504.641602
	Iteration 18Q: 3 clusters Score -1057974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1058063.750000 Penalty: 4504.641602
	Iteration 19Q: 3 clusters Score -1058064 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1058137.375000 Penalty: 4504.641602
	Iteration 20F: 3 clusters Score -1058137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1058193.000000 Penalty: 4504.641602
	Iteration 21Q: 3 clusters Score -1058193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1058246.750000 Penalty: 4504.641602
	Iteration 22Q: 3 clusters Score -1058247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1058296.375000 Penalty: 4504.641602
	Iteration 23Q: 3 clusters Score -1058296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1058344.625000 Penalty: 4504.641602
	Iteration 24Q: 3 clusters Score -1058345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1058372.375000 Penalty: 4504.641602
	Iteration 25Q: 3 clusters Score -1058372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1058395.250000 Penalty: 4504.641602
	Iteration 26Q: 3 clusters Score -1058395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1058413.250000 Penalty: 4504.641602
	Iteration 27Q: 3 clusters Score -1058413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1058426.625000 Penalty: 4504.641602
	Iteration 28Q: 3 clusters Score -1058427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1058439.625000 Penalty: 4504.641602
	Iteration 29Q: 3 clusters Score -1058440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1058442.875000 Penalty: 4504.641602
	Iteration 30Q: 3 clusters Score -1058443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1058443.875000 Penalty: 4504.641602
	Iteration 31Q: 3 clusters Score -1058444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1058449.375000 Penalty: 4504.641602
	Iteration 32Q: 3 clusters Score -1058449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1058454.500000 Penalty: 4504.641602
	Iteration 33Q: 3 clusters Score -1058454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1058458.625000 Penalty: 4504.641602
	Iteration 34Q: 3 clusters Score -1058459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1058462.250000 Penalty: 4504.641602
	Iteration 35Q: 3 clusters Score -1058462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1058468.375000 Penalty: 4504.641602
	Iteration 36Q: 3 clusters Score -1058468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1058470.750000 Penalty: 4504.641602
	Iteration 37Q: 3 clusters Score -1058471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1058471.375000 Penalty: 4504.641602
	Iteration 38Q: 3 clusters Score -1058471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1058472.375000 Penalty: 4504.641602
	Iteration 39Q: 3 clusters Score -1058472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1058472.375000 Penalty: 4504.641602
	Iteration 40F: 3 clusters Score -1058472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Entering Unmasked Estep 
Score: -1687421.375000 Penalty: 2356.431641
	Iteration 0F: 2 clusters Score -1687421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1677596.500000 Penalty: 4712.863281
	Iteration 0F: 3 clusters Score -1677596 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1680608.125000 Penalty: 4712.863281
	Iteration 1F: 3 clusters Score -1680608 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1680918.250000 Penalty: 4712.863281
	Iteration 2F: 3 clusters Score -1680918 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1681157.375000 Penalty: 4712.863281
	Iteration 3Q: 3 clusters Score -1681157 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1681372.500000 Penalty: 4712.863281
	Iteration 4Q: 3 clusters Score -1681372 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1681589.875000 Penalty: 4712.863281
	Iteration 5Q: 3 clusters Score -1681590 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1681811.000000 Penalty: 4712.863281
	Iteration 6Q: 3 clusters Score -1681811 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1682012.500000 Penalty: 4712.863281
	Iteration 7Q: 3 clusters Score -1682012 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1682213.750000 Penalty: 4712.863281
	Iteration 8Q: 3 clusters Score -1682214 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1682373.500000 Penalty: 4712.863281
	Iteration 9Q: 3 clusters Score -1682374 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1682524.250000 Penalty: 4712.863281
	Iteration 10Q: 3 clusters Score -1682524 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1682665.375000 Penalty: 4712.863281
	Iteration 11Q: 3 clusters Score -1682665 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1682824.625000 Penalty: 4712.863281
	Iteration 12Q: 3 clusters Score -1682825 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1683001.125000 Penalty: 4712.863281
	Iteration 13Q: 3 clusters Score -1683001 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1683196.250000 Penalty: 4712.863281
	Iteration 14Q: 3 clusters Score -1683196 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1683380.750000 Penalty: 4712.863281
	Iteration 15Q: 3 clusters Score -1683381 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1683575.875000 Penalty: 4712.863281
	Iteration 16Q: 3 clusters Score -1683576 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1683774.125000 Penalty: 4712.863281
	Iteration 17Q: 3 clusters Score -1683774 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1683967.625000 Penalty: 4712.863281
	Iteration 18Q: 3 clusters Score -1683968 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1684172.375000 Penalty: 4712.863281
	Iteration 19Q: 3 clusters Score -1684172 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1684372.125000 Penalty: 4712.863281
	Iteration 20F: 3 clusters Score -1684372 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1684551.250000 Penalty: 4712.863281
	Iteration 21Q: 3 clusters Score -1684551 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1684728.750000 Penalty: 4712.863281
	Iteration 22Q: 3 clusters Score -1684729 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1684889.000000 Penalty: 4712.863281
	Iteration 23Q: 3 clusters Score -1684889 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1685019.500000 Penalty: 4712.863281
	Iteration 24Q: 3 clusters Score -1685020 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1685123.875000 Penalty: 4712.863281
	Iteration 25Q: 3 clusters Score -1685124 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1685214.875000 Penalty: 4712.863281
	Iteration 26Q: 3 clusters Score -1685215 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1685287.125000 Penalty: 4712.863281
	Iteration 27Q: 3 clusters Score -1685287 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1685335.000000 Penalty: 4712.863281
	Iteration 28Q: 3 clusters Score -1685335 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1685381.000000 Penalty: 4712.863281
	Iteration 29Q: 3 clusters Score -1685381 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1685411.875000 Penalty: 4712.863281
	Iteration 30Q: 3 clusters Score -1685412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1685438.750000 Penalty: 4712.863281
	Iteration 31Q: 3 clusters Score -1685439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1685457.500000 Penalty: 4712.863281
	Iteration 32Q: 3 clusters Score -1685458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1685476.625000 Penalty: 4712.863281
	Iteration 33Q: 3 clusters Score -1685477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1685491.875000 Penalty: 4712.863281
	Iteration 34Q: 3 clusters Score -1685492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1685504.750000 Penalty: 4712.863281
	Iteration 35Q: 3 clusters Score -1685505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1685519.000000 Penalty: 4712.863281
	Iteration 36Q: 3 clusters Score -1685519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1685533.000000 Penalty: 4712.863281
	Iteration 37Q: 3 clusters Score -1685533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1685547.375000 Penalty: 4712.863281
	Iteration 38Q: 3 clusters Score -1685547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1685559.375000 Penalty: 4712.863281
	Iteration 39Q: 3 clusters Score -1685559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1685565.375000 Penalty: 4712.863281
	Iteration 40F: 3 clusters Score -1685565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1685568.875000 Penalty: 4712.863281
	Iteration 41Q: 3 clusters Score -1685569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1685570.000000 Penalty: 4712.863281
	Iteration 42Q: 3 clusters Score -1685570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1685573.625000 Penalty: 4712.863281
	Iteration 43Q: 3 clusters Score -1685574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1685574.000000 Penalty: 4712.863281
	Iteration 44Q: 3 clusters Score -1685574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1685579.375000 Penalty: 4712.863281
	Iteration 45Q: 3 clusters Score -1685579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1685579.750000 Penalty: 4712.863281
	Iteration 46Q: 3 clusters Score -1685580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1685578.250000 Penalty: 4712.863281
	Iteration 47Q: 3 clusters Score -1685578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1685578.625000 Penalty: 4712.863281
	Iteration 48Q: 3 clusters Score -1685579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1685580.750000 Penalty: 4712.863281
	Iteration 49Q: 3 clusters Score -1685581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1685580.875000 Penalty: 4712.863281
	Iteration 50Q: 3 clusters Score -1685581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1685579.750000 Penalty: 4712.863281
	Iteration 51Q: 3 clusters Score -1685580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1685579.750000 Penalty: 4712.863281
	Iteration 52F: 3 clusters Score -1685580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (100928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Entering Unmasked Estep 
Score: -12722967.000000 Penalty: 2857.496338
	Iteration 0F: 2 clusters Score -1.272297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -12655593.000000 Penalty: 5714.992676
	Iteration 0F: 3 clusters Score -1.265559e+07 nChanged 47574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -12682928.000000 Penalty: 5714.992676
	Iteration 1F: 3 clusters Score -1.268293e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -12684341.000000 Penalty: 5714.992676
	Iteration 2Q: 3 clusters Score -1.268434e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -12686895.000000 Penalty: 5714.992676
	Iteration 3F: 3 clusters Score -1.26869e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -12690795.000000 Penalty: 5714.992676
	Iteration 4F: 3 clusters Score -1.26908e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -12696210.000000 Penalty: 5714.992676
	Iteration 5F: 3 clusters Score -1.269621e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 78620 members 
Entering Unmasked Estep 
Score: -12702375.000000 Penalty: 5714.992676
	Iteration 6F: 3 clusters Score -1.270238e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -12708428.000000 Penalty: 5714.992676
	Iteration 7F: 3 clusters Score -1.270843e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 90942 members 
Entering Unmasked Estep 
Score: -12713028.000000 Penalty: 5714.992676
	Iteration 8F: 3 clusters Score -1.271303e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -12716403.000000 Penalty: 5714.992676
	Iteration 9Q: 3 clusters Score -1.27164e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 97196 members 
Entering Unmasked Estep 
Score: -12718348.000000 Penalty: 5714.992676
	Iteration 10Q: 3 clusters Score -1.271835e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 98475 members 
Entering Unmasked Estep 
Score: -12719509.000000 Penalty: 5714.992676
	Iteration 11Q: 3 clusters Score -1.271951e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -12720106.000000 Penalty: 5714.992676
	Iteration 12Q: 3 clusters Score -1.272011e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 99416 members 
Entering Unmasked Estep 
Score: -12720438.000000 Penalty: 5714.992676
	Iteration 13Q: 3 clusters Score -1.272044e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 99585 members 
Entering Unmasked Estep 
Score: -12720640.000000 Penalty: 5714.992676
	Iteration 14Q: 3 clusters Score -1.272064e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 99651 members 
Entering Unmasked Estep 
Score: -12720791.000000 Penalty: 5714.992676
	Iteration 15Q: 3 clusters Score -1.272079e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 99701 members 
Entering Unmasked Estep 
Score: -12720865.000000 Penalty: 5714.992676
	Iteration 16Q: 3 clusters Score -1.272086e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -12720936.000000 Penalty: 5714.992676
	Iteration 17Q: 3 clusters Score -1.272094e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 99739 members 
Entering Unmasked Estep 
Score: -12720999.000000 Penalty: 5714.992676
	Iteration 18Q: 3 clusters Score -1.2721e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -12721032.000000 Penalty: 5714.992676
	Iteration 19Q: 3 clusters Score -1.272103e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 99772 members 
Entering Unmasked Estep 
Score: -12721081.000000 Penalty: 5714.992676
	Iteration 20F: 3 clusters Score -1.272108e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 99777 members 
Entering Unmasked Estep 
Score: -12721075.000000 Penalty: 5714.992676
	Iteration 21Q: 3 clusters Score -1.272108e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 99787 members 
Entering Unmasked Estep 
Score: -12721093.000000 Penalty: 5714.992676
	Iteration 22Q: 3 clusters Score -1.272109e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -12721114.000000 Penalty: 5714.992676
	Iteration 23Q: 3 clusters Score -1.272111e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 99798 members 
Entering Unmasked Estep 
Score: -12721122.000000 Penalty: 5714.992676
	Iteration 24Q: 3 clusters Score -1.272112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -12721143.000000 Penalty: 5714.992676
	Iteration 25Q: 3 clusters Score -1.272114e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -12721143.000000 Penalty: 5714.992676
	Iteration 26Q: 3 clusters Score -1.272114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 99807 members 
Entering Unmasked Estep 
Score: -12721156.000000 Penalty: 5714.992676
	Iteration 27Q: 3 clusters Score -1.272116e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 99806 members 
Entering Unmasked Estep 
Score: -12721163.000000 Penalty: 5714.992676
	Iteration 28Q: 3 clusters Score -1.272116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -12721180.000000 Penalty: 5714.992676
	Iteration 29Q: 3 clusters Score -1.272118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
Score: -12721181.000000 Penalty: 5714.992676
	Iteration 30Q: 3 clusters Score -1.272118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
Score: -12721180.000000 Penalty: 5714.992676
	Iteration 31Q: 3 clusters Score -1.272118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 99822 members 
Entering Unmasked Estep 
Score: -12721185.000000 Penalty: 5714.992676
	Iteration 32Q: 3 clusters Score -1.272118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 99826 members 
Entering Unmasked Estep 
Score: -12721183.000000 Penalty: 5714.992676
	Iteration 33Q: 3 clusters Score -1.272118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -12721182.000000 Penalty: 5714.992676
	Iteration 34Q: 3 clusters Score -1.272118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -12721181.000000 Penalty: 5714.992676
	Iteration 35Q: 3 clusters Score -1.272118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -12721181.000000 Penalty: 5714.992676
	Iteration 36F: 3 clusters Score -1.272118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (289718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289718 members 
Entering Unmasked Estep 
Score: -37370288.000000 Penalty: 3119.012451
	Iteration 0F: 2 clusters Score -3.737029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144576 members 
Mstep: Class 2 contains 145142 members 
Entering Unmasked Estep 
Score: -37194940.000000 Penalty: 6238.024902
	Iteration 0F: 3 clusters Score -3.719494e+07 nChanged 139992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139530 members 
Mstep: Class 2 contains 150188 members 
Entering Unmasked Estep 
Score: -37278320.000000 Penalty: 6238.024902
	Iteration 1F: 3 clusters Score -3.727832e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136852 members 
Mstep: Class 2 contains 152866 members 
Entering Unmasked Estep 
Score: -37279884.000000 Penalty: 6238.024902
	Iteration 2Q: 3 clusters Score -3.727988e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132740 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -37281880.000000 Penalty: 6238.024902
	Iteration 3Q: 3 clusters Score -3.728188e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126502 members 
Mstep: Class 2 contains 163216 members 
Entering Unmasked Estep 
Score: -37285308.000000 Penalty: 6238.024902
	Iteration 4Q: 3 clusters Score -3.728531e+07 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117383 members 
Mstep: Class 2 contains 172335 members 
Entering Unmasked Estep 
Score: -37290404.000000 Penalty: 6238.024902
	Iteration 5Q: 3 clusters Score -3.72904e+07 nChanged 15377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104628 members 
Mstep: Class 2 contains 185090 members 
Entering Unmasked Estep 
Score: -37298948.000000 Penalty: 6238.024902
	Iteration 6F: 3 clusters Score -3.729895e+07 nChanged 18249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 200561 members 
Entering Unmasked Estep 
Score: -37310848.000000 Penalty: 6238.024902
	Iteration 7F: 3 clusters Score -3.731085e+07 nChanged 18796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 215779 members 
Entering Unmasked Estep 
Score: -37324544.000000 Penalty: 6238.024902
	Iteration 8F: 3 clusters Score -3.732454e+07 nChanged 16391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 227928 members 
Entering Unmasked Estep 
Score: -37336676.000000 Penalty: 6238.024902
	Iteration 9F: 3 clusters Score -3.733668e+07 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 236260 members 
Entering Unmasked Estep 
Score: -37343900.000000 Penalty: 6238.024902
	Iteration 10Q: 3 clusters Score -3.73439e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 242091 members 
Entering Unmasked Estep 
Score: -37347708.000000 Penalty: 6238.024902
	Iteration 11Q: 3 clusters Score -3.734771e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 246759 members 
Entering Unmasked Estep 
Score: -37350048.000000 Penalty: 6238.024902
	Iteration 12Q: 3 clusters Score -3.735005e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 250797 members 
Entering Unmasked Estep 
Score: -37351440.000000 Penalty: 6238.024902
	Iteration 13Q: 3 clusters Score -3.735144e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 254539 members 
Entering Unmasked Estep 
Score: -37352540.000000 Penalty: 6238.024902
	Iteration 14Q: 3 clusters Score -3.735254e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 258114 members 
Entering Unmasked Estep 
Score: -37353552.000000 Penalty: 6238.024902
	Iteration 15Q: 3 clusters Score -3.735355e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 261481 members 
Entering Unmasked Estep 
Score: -37354860.000000 Penalty: 6238.024902
	Iteration 16Q: 3 clusters Score -3.735486e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 264682 members 
Entering Unmasked Estep 
Score: -37356088.000000 Penalty: 6238.024902
	Iteration 17Q: 3 clusters Score -3.735609e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 267731 members 
Entering Unmasked Estep 
Score: -37357324.000000 Penalty: 6238.024902
	Iteration 18Q: 3 clusters Score -3.735732e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 270487 members 
Entering Unmasked Estep 
Score: -37357964.000000 Penalty: 6238.024902
	Iteration 19Q: 3 clusters Score -3.735796e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 272988 members 
Entering Unmasked Estep 
Score: -37359060.000000 Penalty: 6238.024902
	Iteration 20F: 3 clusters Score -3.735906e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 275319 members 
Entering Unmasked Estep 
Score: -37359940.000000 Penalty: 6238.024902
	Iteration 21Q: 3 clusters Score -3.735994e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 277391 members 
Entering Unmasked Estep 
Score: -37360960.000000 Penalty: 6238.024902
	Iteration 22Q: 3 clusters Score -3.736096e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 279219 members 
Entering Unmasked Estep 
Score: -37361924.000000 Penalty: 6238.024902
	Iteration 23Q: 3 clusters Score -3.736192e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 280811 members 
Entering Unmasked Estep 
Score: -37362820.000000 Penalty: 6238.024902
	Iteration 24Q: 3 clusters Score -3.736282e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 282146 members 
Entering Unmasked Estep 
Score: -37363604.000000 Penalty: 6238.024902
	Iteration 25Q: 3 clusters Score -3.73636e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 283351 members 
Entering Unmasked Estep 
Score: -37364340.000000 Penalty: 6238.024902
	Iteration 26Q: 3 clusters Score -3.736434e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 284343 members 
Entering Unmasked Estep 
Score: -37365028.000000 Penalty: 6238.024902
	Iteration 27Q: 3 clusters Score -3.736503e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 285143 members 
Entering Unmasked Estep 
Score: -37365592.000000 Penalty: 6238.024902
	Iteration 28Q: 3 clusters Score -3.736559e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 285777 members 
Entering Unmasked Estep 
Score: -37365968.000000 Penalty: 6238.024902
	Iteration 29Q: 3 clusters Score -3.736597e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 286256 members 
Entering Unmasked Estep 
Score: -37366288.000000 Penalty: 6238.024902
	Iteration 30Q: 3 clusters Score -3.736629e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 286633 members 
Entering Unmasked Estep 
Score: -37366504.000000 Penalty: 6238.024902
	Iteration 31Q: 3 clusters Score -3.73665e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 286927 members 
Entering Unmasked Estep 
Score: -37366660.000000 Penalty: 6238.024902
	Iteration 32Q: 3 clusters Score -3.736666e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 287153 members 
Entering Unmasked Estep 
Score: -37366796.000000 Penalty: 6238.024902
	Iteration 33Q: 3 clusters Score -3.73668e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 287317 members 
Entering Unmasked Estep 
Score: -37366880.000000 Penalty: 6238.024902
	Iteration 34Q: 3 clusters Score -3.736688e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 287477 members 
Entering Unmasked Estep 
Score: -37367048.000000 Penalty: 6238.024902
	Iteration 35Q: 3 clusters Score -3.736705e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 287597 members 
Entering Unmasked Estep 
Score: -37367188.000000 Penalty: 6238.024902
	Iteration 36Q: 3 clusters Score -3.736719e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 287687 members 
Entering Unmasked Estep 
Score: -37367256.000000 Penalty: 6238.024902
	Iteration 37Q: 3 clusters Score -3.736726e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 287759 members 
Entering Unmasked Estep 
Score: -37367360.000000 Penalty: 6238.024902
	Iteration 38Q: 3 clusters Score -3.736736e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 287836 members 
Entering Unmasked Estep 
Score: -37367432.000000 Penalty: 6238.024902
	Iteration 39Q: 3 clusters Score -3.736743e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 287884 members 
Entering Unmasked Estep 
Score: -37367468.000000 Penalty: 6238.024902
	Iteration 40F: 3 clusters Score -3.736747e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 287931 members 
Entering Unmasked Estep 
Score: -37367508.000000 Penalty: 6238.024902
	Iteration 41Q: 3 clusters Score -3.736751e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 287959 members 
Entering Unmasked Estep 
Score: -37367536.000000 Penalty: 6238.024902
	Iteration 42Q: 3 clusters Score -3.736754e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 287987 members 
Entering Unmasked Estep 
Score: -37367564.000000 Penalty: 6238.024902
	Iteration 43Q: 3 clusters Score -3.736756e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 288022 members 
Entering Unmasked Estep 
Score: -37367632.000000 Penalty: 6238.024902
	Iteration 44Q: 3 clusters Score -3.736763e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 288047 members 
Entering Unmasked Estep 
Score: -37367648.000000 Penalty: 6238.024902
	Iteration 45Q: 3 clusters Score -3.736765e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 288077 members 
Entering Unmasked Estep 
Score: -37367668.000000 Penalty: 6238.024902
	Iteration 46Q: 3 clusters Score -3.736767e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 288096 members 
Entering Unmasked Estep 
Score: -37367664.000000 Penalty: 6238.024902
	Iteration 47Q: 3 clusters Score -3.736766e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 288108 members 
Entering Unmasked Estep 
Score: -37367660.000000 Penalty: 6238.024902
	Iteration 48Q: 3 clusters Score -3.736766e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 288138 members 
Entering Unmasked Estep 
Score: -37367688.000000 Penalty: 6238.024902
	Iteration 49Q: 3 clusters Score -3.736769e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 288155 members 
Entering Unmasked Estep 
Score: -37367760.000000 Penalty: 6238.024902
	Iteration 50Q: 3 clusters Score -3.736776e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 288179 members 
Entering Unmasked Estep 
Score: -37367828.000000 Penalty: 6238.024902
	Iteration 51Q: 3 clusters Score -3.736783e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 288195 members 
Entering Unmasked Estep 
Score: -37367876.000000 Penalty: 6238.024902
	Iteration 52Q: 3 clusters Score -3.736788e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 288204 members 
Entering Unmasked Estep 
Score: -37367948.000000 Penalty: 6238.024902
	Iteration 53Q: 3 clusters Score -3.736795e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 288226 members 
Entering Unmasked Estep 
Score: -37368020.000000 Penalty: 6238.024902
	Iteration 54Q: 3 clusters Score -3.736802e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 288230 members 
Entering Unmasked Estep 
Score: -37368032.000000 Penalty: 6238.024902
	Iteration 55Q: 3 clusters Score -3.736803e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 288232 members 
Entering Unmasked Estep 
Score: -37368076.000000 Penalty: 6238.024902
	Iteration 56Q: 3 clusters Score -3.736808e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 288228 members 
Entering Unmasked Estep 
Score: -37368040.000000 Penalty: 6238.024902
	Iteration 57Q: 3 clusters Score -3.736804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 288226 members 
Entering Unmasked Estep 
Score: -37368044.000000 Penalty: 6238.024902
	Iteration 58Q: 3 clusters Score -3.736804e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 288233 members 
Entering Unmasked Estep 
Score: -37368048.000000 Penalty: 6238.024902
	Iteration 59Q: 3 clusters Score -3.736805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 288232 members 
Entering Unmasked Estep 
Score: -37368048.000000 Penalty: 6238.024902
	Iteration 60F: 3 clusters Score -3.736805e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 288227 members 
Entering Unmasked Estep 
Score: -37368088.000000 Penalty: 6238.024902
	Iteration 61Q: 3 clusters Score -3.736809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 288224 members 
Entering Unmasked Estep 
Score: -37368072.000000 Penalty: 6238.024902
	Iteration 62Q: 3 clusters Score -3.736807e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 288227 members 
Entering Unmasked Estep 
Score: -37368124.000000 Penalty: 6238.024902
	Iteration 63Q: 3 clusters Score -3.736812e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 288234 members 
Entering Unmasked Estep 
Score: -37368092.000000 Penalty: 6238.024902
	Iteration 64Q: 3 clusters Score -3.736809e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 288235 members 
Entering Unmasked Estep 
Score: -37368092.000000 Penalty: 6238.024902
	Iteration 65Q: 3 clusters Score -3.736809e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 288241 members 
Entering Unmasked Estep 
Score: -37368124.000000 Penalty: 6238.024902
	Iteration 66Q: 3 clusters Score -3.736812e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 288247 members 
Entering Unmasked Estep 
Score: -37368100.000000 Penalty: 6238.024902
	Iteration 67Q: 3 clusters Score -3.73681e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 288253 members 
Entering Unmasked Estep 
Score: -37368124.000000 Penalty: 6238.024902
	Iteration 68Q: 3 clusters Score -3.736812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 288262 members 
Entering Unmasked Estep 
Score: -37368148.000000 Penalty: 6238.024902
	Iteration 69Q: 3 clusters Score -3.736815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 288264 members 
Entering Unmasked Estep 
Score: -37368184.000000 Penalty: 6238.024902
	Iteration 70Q: 3 clusters Score -3.736818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 288258 members 
Entering Unmasked Estep 
Score: -37368180.000000 Penalty: 6238.024902
	Iteration 71Q: 3 clusters Score -3.736818e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 288252 members 
Entering Unmasked Estep 
Score: -37368176.000000 Penalty: 6238.024902
	Iteration 72Q: 3 clusters Score -3.736818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 288256 members 
Entering Unmasked Estep 
Score: -37368180.000000 Penalty: 6238.024902
	Iteration 73Q: 3 clusters Score -3.736818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 288249 members 
Entering Unmasked Estep 
Score: -37368188.000000 Penalty: 6238.024902
	Iteration 74Q: 3 clusters Score -3.736819e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 288238 members 
Entering Unmasked Estep 
Score: -37368200.000000 Penalty: 6238.024902
	Iteration 75Q: 3 clusters Score -3.73682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 288221 members 
Entering Unmasked Estep 
Score: -37368188.000000 Penalty: 6238.024902
	Iteration 76Q: 3 clusters Score -3.736819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 288210 members 
Entering Unmasked Estep 
Score: -37368252.000000 Penalty: 6238.024902
	Iteration 77Q: 3 clusters Score -3.736825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 288204 members 
Entering Unmasked Estep 
Score: -37368280.000000 Penalty: 6238.024902
	Iteration 78Q: 3 clusters Score -3.736828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 288204 members 
Entering Unmasked Estep 
Score: -37368256.000000 Penalty: 6238.024902
	Iteration 79Q: 3 clusters Score -3.736826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 288202 members 
Entering Unmasked Estep 
Score: -37368252.000000 Penalty: 6238.024902
	Iteration 80F: 3 clusters Score -3.736825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 288204 members 
Entering Unmasked Estep 
Score: -37368268.000000 Penalty: 6238.024902
	Iteration 81Q: 3 clusters Score -3.736827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 288199 members 
Entering Unmasked Estep 
Score: -37368256.000000 Penalty: 6238.024902
	Iteration 82Q: 3 clusters Score -3.736826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 288195 members 
Entering Unmasked Estep 
Score: -37368276.000000 Penalty: 6238.024902
	Iteration 83Q: 3 clusters Score -3.736828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 288188 members 
Entering Unmasked Estep 
Score: -37368284.000000 Penalty: 6238.024902
	Iteration 84Q: 3 clusters Score -3.736828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 288187 members 
Entering Unmasked Estep 
Score: -37368284.000000 Penalty: 6238.024902
	Iteration 85Q: 3 clusters Score -3.736828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 288185 members 
Entering Unmasked Estep 
Score: -37368284.000000 Penalty: 6238.024902
	Iteration 86Q: 3 clusters Score -3.736828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 288181 members 
Entering Unmasked Estep 
Score: -37368296.000000 Penalty: 6238.024902
	Iteration 87Q: 3 clusters Score -3.73683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 288182 members 
Entering Unmasked Estep 
Score: -37368268.000000 Penalty: 6238.024902
	Iteration 88Q: 3 clusters Score -3.736827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 288182 members 
Entering Unmasked Estep 
Score: -37368264.000000 Penalty: 6238.024902
	Iteration 89Q: 3 clusters Score -3.736826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 288183 members 
Entering Unmasked Estep 
Score: -37368252.000000 Penalty: 6238.024902
	Iteration 90Q: 3 clusters Score -3.736825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 288182 members 
Entering Unmasked Estep 
Score: -37368252.000000 Penalty: 6238.024902
	Iteration 91Q: 3 clusters Score -3.736825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 288182 members 
Entering Unmasked Estep 
Score: -37368260.000000 Penalty: 6238.024902
	Iteration 92Q: 3 clusters Score -3.736826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 288181 members 
Entering Unmasked Estep 
Score: -37368256.000000 Penalty: 6238.024902
	Iteration 93Q: 3 clusters Score -3.736826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 288180 members 
Entering Unmasked Estep 
Score: -37368256.000000 Penalty: 6238.024902
	Iteration 94Q: 3 clusters Score -3.736826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 288179 members 
Entering Unmasked Estep 
Score: -37368252.000000 Penalty: 6238.024902
	Iteration 95Q: 3 clusters Score -3.736825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 288179 members 
Entering Unmasked Estep 
Score: -37368252.000000 Penalty: 6238.024902
	Iteration 96F: 3 clusters Score -3.736825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Entering Unmasked Estep 
Score: -4638264.500000 Penalty: 2598.660645
	Iteration 0F: 2 clusters Score -4638264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -4613915.500000 Penalty: 5197.321289
	Iteration 0F: 3 clusters Score -4613916 nChanged 16229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -4622723.500000 Penalty: 5197.321289
	Iteration 1F: 3 clusters Score -4622724 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4623169.500000 Penalty: 5197.321289
	Iteration 2Q: 3 clusters Score -4623170 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -4623671.500000 Penalty: 5197.321289
	Iteration 3Q: 3 clusters Score -4623672 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4624152.500000 Penalty: 5197.321289
	Iteration 4Q: 3 clusters Score -4624152 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -4624888.000000 Penalty: 5197.321289
	Iteration 5Q: 3 clusters Score -4624888 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -4625859.000000 Penalty: 5197.321289
	Iteration 6F: 3 clusters Score -4625859 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -4627347.500000 Penalty: 5197.321289
	Iteration 7F: 3 clusters Score -4627348 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4629444.500000 Penalty: 5197.321289
	Iteration 8F: 3 clusters Score -4629444 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -4632020.000000 Penalty: 5197.321289
	Iteration 9F: 3 clusters Score -4632020 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -4634410.000000 Penalty: 5197.321289
	Iteration 10F: 3 clusters Score -4634410 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -4635894.500000 Penalty: 5197.321289
	Iteration 11Q: 3 clusters Score -4635894 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -4636564.000000 Penalty: 5197.321289
	Iteration 12Q: 3 clusters Score -4636564 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -4636950.500000 Penalty: 5197.321289
	Iteration 13Q: 3 clusters Score -4636950 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -4637182.500000 Penalty: 5197.321289
	Iteration 14Q: 3 clusters Score -4637182 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -4637363.500000 Penalty: 5197.321289
	Iteration 15Q: 3 clusters Score -4637364 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -4637524.500000 Penalty: 5197.321289
	Iteration 16Q: 3 clusters Score -4637524 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -4637628.500000 Penalty: 5197.321289
	Iteration 17Q: 3 clusters Score -4637628 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -4637698.500000 Penalty: 5197.321289
	Iteration 18Q: 3 clusters Score -4637698 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -4637725.500000 Penalty: 5197.321289
	Iteration 19Q: 3 clusters Score -4637726 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -4637737.500000 Penalty: 5197.321289
	Iteration 20F: 3 clusters Score -4637738 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4637768.000000 Penalty: 5197.321289
	Iteration 21Q: 3 clusters Score -4637768 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -4637787.000000 Penalty: 5197.321289
	Iteration 22Q: 3 clusters Score -4637787 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -4637803.500000 Penalty: 5197.321289
	Iteration 23Q: 3 clusters Score -4637804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4637808.000000 Penalty: 5197.321289
	Iteration 24Q: 3 clusters Score -4637808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -4637814.500000 Penalty: 5197.321289
	Iteration 25Q: 3 clusters Score -4637814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -4637826.500000 Penalty: 5197.321289
	Iteration 26Q: 3 clusters Score -4637826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -4637822.500000 Penalty: 5197.321289
	Iteration 27Q: 3 clusters Score -4637822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -4637826.000000 Penalty: 5197.321289
	Iteration 28Q: 3 clusters Score -4637826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -4637829.500000 Penalty: 5197.321289
	Iteration 29Q: 3 clusters Score -4637830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -4637842.000000 Penalty: 5197.321289
	Iteration 30Q: 3 clusters Score -4637842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -4637837.500000 Penalty: 5197.321289
	Iteration 31Q: 3 clusters Score -4637838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -4637841.000000 Penalty: 5197.321289
	Iteration 32Q: 3 clusters Score -4637841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -4637836.000000 Penalty: 5197.321289
	Iteration 33Q: 3 clusters Score -4637836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4637836.000000 Penalty: 5197.321289
	Iteration 34Q: 3 clusters Score -4637836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4637836.500000 Penalty: 5197.321289
	Iteration 35Q: 3 clusters Score -4637836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -4637838.000000 Penalty: 5197.321289
	Iteration 36Q: 3 clusters Score -4637838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -4637838.000000 Penalty: 5197.321289
	Iteration 37Q: 3 clusters Score -4637838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -4637834.500000 Penalty: 5197.321289
	Iteration 38Q: 3 clusters Score -4637834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -4637838.500000 Penalty: 5197.321289
	Iteration 39Q: 3 clusters Score -4637838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4637834.000000 Penalty: 5197.321289
	Iteration 40F: 3 clusters Score -4637834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4637825.000000 Penalty: 5197.321289
	Iteration 41Q: 3 clusters Score -4637825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -4637824.000000 Penalty: 5197.321289
	Iteration 42Q: 3 clusters Score -4637824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -4637820.500000 Penalty: 5197.321289
	Iteration 43Q: 3 clusters Score -4637820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4637828.500000 Penalty: 5197.321289
	Iteration 44Q: 3 clusters Score -4637828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -4637832.000000 Penalty: 5197.321289
	Iteration 45Q: 3 clusters Score -4637832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4637828.500000 Penalty: 5197.321289
	Iteration 46Q: 3 clusters Score -4637828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -4637830.000000 Penalty: 5197.321289
	Iteration 47Q: 3 clusters Score -4637830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -4637829.000000 Penalty: 5197.321289
	Iteration 48Q: 3 clusters Score -4637829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -4637829.000000 Penalty: 5197.321289
	Iteration 49F: 3 clusters Score -4637829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Entering Unmasked Estep 
Score: -845818.875000 Penalty: 2216.593018
	Iteration 0F: 2 clusters Score -845818.9 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 3837 members 
Entering Unmasked Estep 
Score: -839623.125000 Penalty: 4433.186035
	Iteration 0F: 3 clusters Score -839623.1 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -841452.937500 Penalty: 4433.186035
	Iteration 1F: 3 clusters Score -841452.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -841938.812500 Penalty: 4433.186035
	Iteration 2F: 3 clusters Score -841938.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -842309.625000 Penalty: 4433.186035
	Iteration 3F: 3 clusters Score -842309.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -842632.062500 Penalty: 4433.186035
	Iteration 4F: 3 clusters Score -842632.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -842914.187500 Penalty: 4433.186035
	Iteration 5F: 3 clusters Score -842914.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -843146.125000 Penalty: 4433.186035
	Iteration 6Q: 3 clusters Score -843146.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -843402.625000 Penalty: 4433.186035
	Iteration 7Q: 3 clusters Score -843402.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -843710.312500 Penalty: 4433.186035
	Iteration 8Q: 3 clusters Score -843710.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -843989.062500 Penalty: 4433.186035
	Iteration 9Q: 3 clusters Score -843989.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -844197.437500 Penalty: 4433.186035
	Iteration 10Q: 3 clusters Score -844197.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -844313.625000 Penalty: 4433.186035
	Iteration 11Q: 3 clusters Score -844313.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -844382.250000 Penalty: 4433.186035
	Iteration 12Q: 3 clusters Score -844382.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -844416.437500 Penalty: 4433.186035
	Iteration 13Q: 3 clusters Score -844416.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -844437.937500 Penalty: 4433.186035
	Iteration 14Q: 3 clusters Score -844437.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -844456.250000 Penalty: 4433.186035
	Iteration 15Q: 3 clusters Score -844456.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -844464.062500 Penalty: 4433.186035
	Iteration 16Q: 3 clusters Score -844464.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -844472.812500 Penalty: 4433.186035
	Iteration 17Q: 3 clusters Score -844472.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -844477.812500 Penalty: 4433.186035
	Iteration 18Q: 3 clusters Score -844477.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -844479.000000 Penalty: 4433.186035
	Iteration 19Q: 3 clusters Score -844479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -844483.812500 Penalty: 4433.186035
	Iteration 20F: 3 clusters Score -844483.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -844493.875000 Penalty: 4433.186035
	Iteration 21Q: 3 clusters Score -844493.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -844498.937500 Penalty: 4433.186035
	Iteration 22Q: 3 clusters Score -844498.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -844502.937500 Penalty: 4433.186035
	Iteration 23Q: 3 clusters Score -844502.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -844509.187500 Penalty: 4433.186035
	Iteration 24Q: 3 clusters Score -844509.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -844515.500000 Penalty: 4433.186035
	Iteration 25Q: 3 clusters Score -844515.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -844518.375000 Penalty: 4433.186035
	Iteration 26Q: 3 clusters Score -844518.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -844522.437500 Penalty: 4433.186035
	Iteration 27Q: 3 clusters Score -844522.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -844523.375000 Penalty: 4433.186035
	Iteration 28Q: 3 clusters Score -844523.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -844526.312500 Penalty: 4433.186035
	Iteration 29Q: 3 clusters Score -844526.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -844529.312500 Penalty: 4433.186035
	Iteration 30Q: 3 clusters Score -844529.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -844532.875000 Penalty: 4433.186035
	Iteration 31Q: 3 clusters Score -844532.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -844533.687500 Penalty: 4433.186035
	Iteration 32Q: 3 clusters Score -844533.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -844536.000000 Penalty: 4433.186035
	Iteration 33Q: 3 clusters Score -844536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -844536.687500 Penalty: 4433.186035
	Iteration 34Q: 3 clusters Score -844536.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -844536.687500 Penalty: 4433.186035
	Iteration 35F: 3 clusters Score -844536.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150802 members 
Entering Unmasked Estep 
Score: -19190216.000000 Penalty: 2957.083252
	Iteration 0F: 2 clusters Score -1.919022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -19092272.000000 Penalty: 5914.166504
	Iteration 0F: 3 clusters Score -1.909227e+07 nChanged 72153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72869 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -19133812.000000 Penalty: 5914.166504
	Iteration 1F: 3 clusters Score -1.913381e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 79504 members 
Entering Unmasked Estep 
Score: -19134536.000000 Penalty: 5914.166504
	Iteration 2Q: 3 clusters Score -1.913454e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 81890 members 
Entering Unmasked Estep 
Score: -19135534.000000 Penalty: 5914.166504
	Iteration 3Q: 3 clusters Score -1.913553e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 85603 members 
Entering Unmasked Estep 
Score: -19136834.000000 Penalty: 5914.166504
	Iteration 4Q: 3 clusters Score -1.913683e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 91255 members 
Entering Unmasked Estep 
Score: -19139086.000000 Penalty: 5914.166504
	Iteration 5Q: 3 clusters Score -1.913909e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -19143986.000000 Penalty: 5914.166504
	Iteration 6F: 3 clusters Score -1.914399e+07 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 111547 members 
Entering Unmasked Estep 
Score: -19152820.000000 Penalty: 5914.166504
	Iteration 7F: 3 clusters Score -1.915282e+07 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 125902 members 
Entering Unmasked Estep 
Score: -19165048.000000 Penalty: 5914.166504
	Iteration 8F: 3 clusters Score -1.916505e+07 nChanged 12901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 138799 members 
Entering Unmasked Estep 
Score: -19177264.000000 Penalty: 5914.166504
	Iteration 9F: 3 clusters Score -1.917726e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 146499 members 
Entering Unmasked Estep 
Score: -19184410.000000 Penalty: 5914.166504
	Iteration 10F: 3 clusters Score -1.918441e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 149197 members 
Entering Unmasked Estep 
Score: -19186568.000000 Penalty: 5914.166504
	Iteration 11Q: 3 clusters Score -1.918657e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 150018 members 
Entering Unmasked Estep 
Score: -19187258.000000 Penalty: 5914.166504
	Iteration 12Q: 3 clusters Score -1.918726e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 150268 members 
Entering Unmasked Estep 
Score: -19187488.000000 Penalty: 5914.166504
	Iteration 13Q: 3 clusters Score -1.918749e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 150354 members 
Entering Unmasked Estep 
Score: -19187546.000000 Penalty: 5914.166504
	Iteration 14Q: 3 clusters Score -1.918755e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 150398 members 
Entering Unmasked Estep 
Score: -19187662.000000 Penalty: 5914.166504
	Iteration 15Q: 3 clusters Score -1.918766e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 150417 members 
Entering Unmasked Estep 
Score: -19187704.000000 Penalty: 5914.166504
	Iteration 16Q: 3 clusters Score -1.91877e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 150432 members 
Entering Unmasked Estep 
Score: -19187762.000000 Penalty: 5914.166504
	Iteration 17Q: 3 clusters Score -1.918776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 150438 members 
Entering Unmasked Estep 
Score: -19187756.000000 Penalty: 5914.166504
	Iteration 18Q: 3 clusters Score -1.918776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 150441 members 
Entering Unmasked Estep 
Score: -19187798.000000 Penalty: 5914.166504
	Iteration 19Q: 3 clusters Score -1.91878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 150445 members 
Entering Unmasked Estep 
Score: -19187810.000000 Penalty: 5914.166504
	Iteration 20F: 3 clusters Score -1.918781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 150444 members 
Entering Unmasked Estep 
Score: -19187832.000000 Penalty: 5914.166504
	Iteration 21Q: 3 clusters Score -1.918783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 150443 members 
Entering Unmasked Estep 
Score: -19187832.000000 Penalty: 5914.166504
	Iteration 22Q: 3 clusters Score -1.918783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 150444 members 
Entering Unmasked Estep 
Score: -19187834.000000 Penalty: 5914.166504
	Iteration 23Q: 3 clusters Score -1.918783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 150445 members 
Entering Unmasked Estep 
Score: -19187848.000000 Penalty: 5914.166504
	Iteration 24Q: 3 clusters Score -1.918785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 150446 members 
Entering Unmasked Estep 
Score: -19187850.000000 Penalty: 5914.166504
	Iteration 25Q: 3 clusters Score -1.918785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 150445 members 
Entering Unmasked Estep 
Score: -19187862.000000 Penalty: 5914.166504
	Iteration 26Q: 3 clusters Score -1.918786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 150443 members 
Entering Unmasked Estep 
Score: -19187870.000000 Penalty: 5914.166504
	Iteration 27Q: 3 clusters Score -1.918787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 150442 members 
Entering Unmasked Estep 
Score: -19187878.000000 Penalty: 5914.166504
	Iteration 28Q: 3 clusters Score -1.918788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 150446 members 
Entering Unmasked Estep 
Score: -19187880.000000 Penalty: 5914.166504
	Iteration 29Q: 3 clusters Score -1.918788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 150446 members 
Entering Unmasked Estep 
Score: -19187874.000000 Penalty: 5914.166504
	Iteration 30Q: 3 clusters Score -1.918787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 150446 members 
Entering Unmasked Estep 
Score: -19187874.000000 Penalty: 5914.166504
	Iteration 31F: 3 clusters Score -1.918787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Entering Unmasked Estep 
Score: -6870988.000000 Penalty: 2713.448242
	Iteration 0F: 2 clusters Score -6870988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -6833106.000000 Penalty: 5426.896484
	Iteration 0F: 3 clusters Score -6833106 nChanged 26096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -6848060.000000 Penalty: 5426.896484
	Iteration 1F: 3 clusters Score -6848060 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -6849132.000000 Penalty: 5426.896484
	Iteration 2Q: 3 clusters Score -6849132 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -6850396.500000 Penalty: 5426.896484
	Iteration 3Q: 3 clusters Score -6850396 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -6851649.500000 Penalty: 5426.896484
	Iteration 4F: 3 clusters Score -6851650 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -6853121.000000 Penalty: 5426.896484
	Iteration 5F: 3 clusters Score -6853121 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -6854491.500000 Penalty: 5426.896484
	Iteration 6F: 3 clusters Score -6854492 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -6855870.000000 Penalty: 5426.896484
	Iteration 7Q: 3 clusters Score -6855870 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -6857281.000000 Penalty: 5426.896484
	Iteration 8Q: 3 clusters Score -6857281 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -6858731.500000 Penalty: 5426.896484
	Iteration 9Q: 3 clusters Score -6858732 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -6860086.500000 Penalty: 5426.896484
	Iteration 10Q: 3 clusters Score -6860086 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -6861262.500000 Penalty: 5426.896484
	Iteration 11Q: 3 clusters Score -6861262 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -6862177.500000 Penalty: 5426.896484
	Iteration 12Q: 3 clusters Score -6862178 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -6862873.500000 Penalty: 5426.896484
	Iteration 13Q: 3 clusters Score -6862874 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -6863364.500000 Penalty: 5426.896484
	Iteration 14Q: 3 clusters Score -6863364 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -6863643.500000 Penalty: 5426.896484
	Iteration 15Q: 3 clusters Score -6863644 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -6863927.000000 Penalty: 5426.896484
	Iteration 16Q: 3 clusters Score -6863927 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -6864108.000000 Penalty: 5426.896484
	Iteration 17Q: 3 clusters Score -6864108 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -6864280.500000 Penalty: 5426.896484
	Iteration 18Q: 3 clusters Score -6864280 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -6864394.500000 Penalty: 5426.896484
	Iteration 19Q: 3 clusters Score -6864394 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -6864473.500000 Penalty: 5426.896484
	Iteration 20F: 3 clusters Score -6864474 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -6864607.000000 Penalty: 5426.896484
	Iteration 21Q: 3 clusters Score -6864607 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -6864683.000000 Penalty: 5426.896484
	Iteration 22Q: 3 clusters Score -6864683 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -6864741.000000 Penalty: 5426.896484
	Iteration 23Q: 3 clusters Score -6864741 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -6864805.500000 Penalty: 5426.896484
	Iteration 24Q: 3 clusters Score -6864806 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -6864891.000000 Penalty: 5426.896484
	Iteration 25Q: 3 clusters Score -6864891 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -6864987.000000 Penalty: 5426.896484
	Iteration 26Q: 3 clusters Score -6864987 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -6865083.000000 Penalty: 5426.896484
	Iteration 27Q: 3 clusters Score -6865083 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -6865172.500000 Penalty: 5426.896484
	Iteration 28Q: 3 clusters Score -6865172 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -6865240.000000 Penalty: 5426.896484
	Iteration 29Q: 3 clusters Score -6865240 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -6865378.500000 Penalty: 5426.896484
	Iteration 30Q: 3 clusters Score -6865378 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -6865507.000000 Penalty: 5426.896484
	Iteration 31Q: 3 clusters Score -6865507 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -6865594.000000 Penalty: 5426.896484
	Iteration 32Q: 3 clusters Score -6865594 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -6865768.500000 Penalty: 5426.896484
	Iteration 33Q: 3 clusters Score -6865768 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -6865963.000000 Penalty: 5426.896484
	Iteration 34Q: 3 clusters Score -6865963 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -6866163.000000 Penalty: 5426.896484
	Iteration 35Q: 3 clusters Score -6866163 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -6866421.000000 Penalty: 5426.896484
	Iteration 36Q: 3 clusters Score -6866421 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -6866673.000000 Penalty: 5426.896484
	Iteration 37Q: 3 clusters Score -6866673 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -6866986.000000 Penalty: 5426.896484
	Iteration 38Q: 3 clusters Score -6866986 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -6867387.000000 Penalty: 5426.896484
	Iteration 39Q: 3 clusters Score -6867387 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -6867767.500000 Penalty: 5426.896484
	Iteration 40F: 3 clusters Score -6867768 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -6868095.000000 Penalty: 5426.896484
	Iteration 41Q: 3 clusters Score -6868095 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -6868376.500000 Penalty: 5426.896484
	Iteration 42Q: 3 clusters Score -6868376 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -6868709.000000 Penalty: 5426.896484
	Iteration 43Q: 3 clusters Score -6868709 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -6868951.000000 Penalty: 5426.896484
	Iteration 44Q: 3 clusters Score -6868951 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -6869213.500000 Penalty: 5426.896484
	Iteration 45Q: 3 clusters Score -6869214 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -6869386.000000 Penalty: 5426.896484
	Iteration 46Q: 3 clusters Score -6869386 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -6869537.500000 Penalty: 5426.896484
	Iteration 47Q: 3 clusters Score -6869538 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -6869699.000000 Penalty: 5426.896484
	Iteration 48Q: 3 clusters Score -6869699 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -6869837.000000 Penalty: 5426.896484
	Iteration 49Q: 3 clusters Score -6869837 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -6869971.000000 Penalty: 5426.896484
	Iteration 50Q: 3 clusters Score -6869971 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -6870081.000000 Penalty: 5426.896484
	Iteration 51Q: 3 clusters Score -6870081 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -6870154.000000 Penalty: 5426.896484
	Iteration 52Q: 3 clusters Score -6870154 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -6870207.500000 Penalty: 5426.896484
	Iteration 53Q: 3 clusters Score -6870208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -6870234.500000 Penalty: 5426.896484
	Iteration 54Q: 3 clusters Score -6870234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -6870252.500000 Penalty: 5426.896484
	Iteration 55Q: 3 clusters Score -6870252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -6870254.500000 Penalty: 5426.896484
	Iteration 56Q: 3 clusters Score -6870254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -6870260.000000 Penalty: 5426.896484
	Iteration 57Q: 3 clusters Score -6870260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -6870272.000000 Penalty: 5426.896484
	Iteration 58Q: 3 clusters Score -6870272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -6870270.500000 Penalty: 5426.896484
	Iteration 59Q: 3 clusters Score -6870270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -6870267.000000 Penalty: 5426.896484
	Iteration 60F: 3 clusters Score -6870267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -6870283.500000 Penalty: 5426.896484
	Iteration 61Q: 3 clusters Score -6870284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -6870285.000000 Penalty: 5426.896484
	Iteration 62Q: 3 clusters Score -6870285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -6870288.000000 Penalty: 5426.896484
	Iteration 63Q: 3 clusters Score -6870288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -6870288.500000 Penalty: 5426.896484
	Iteration 64Q: 3 clusters Score -6870288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -6870290.500000 Penalty: 5426.896484
	Iteration 65Q: 3 clusters Score -6870290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -6870287.000000 Penalty: 5426.896484
	Iteration 66Q: 3 clusters Score -6870287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -6870287.000000 Penalty: 5426.896484
	Iteration 67F: 3 clusters Score -6870287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Entering Unmasked Estep 
Score: -405772.531250 Penalty: 2016.911255
	Iteration 0F: 2 clusters Score -405772.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -402271.343750 Penalty: 4033.822510
	Iteration 0F: 3 clusters Score -402271.3 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -403042.281250 Penalty: 4033.822510
	Iteration 1F: 3 clusters Score -403042.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -403209.000000 Penalty: 4033.822510
	Iteration 2F: 3 clusters Score -403209 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -403311.281250 Penalty: 4033.822510
	Iteration 3Q: 3 clusters Score -403311.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -403370.906250 Penalty: 4033.822510
	Iteration 4Q: 3 clusters Score -403370.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -403410.125000 Penalty: 4033.822510
	Iteration 5Q: 3 clusters Score -403410.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -403441.343750 Penalty: 4033.822510
	Iteration 6Q: 3 clusters Score -403441.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -403461.250000 Penalty: 4033.822510
	Iteration 7Q: 3 clusters Score -403461.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -403476.500000 Penalty: 4033.822510
	Iteration 8Q: 3 clusters Score -403476.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -403490.750000 Penalty: 4033.822510
	Iteration 9Q: 3 clusters Score -403490.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -403501.250000 Penalty: 4033.822510
	Iteration 10Q: 3 clusters Score -403501.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -403513.906250 Penalty: 4033.822510
	Iteration 11Q: 3 clusters Score -403513.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -403525.843750 Penalty: 4033.822510
	Iteration 12Q: 3 clusters Score -403525.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -403535.406250 Penalty: 4033.822510
	Iteration 13Q: 3 clusters Score -403535.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -403548.000000 Penalty: 4033.822510
	Iteration 14Q: 3 clusters Score -403548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -403559.468750 Penalty: 4033.822510
	Iteration 15Q: 3 clusters Score -403559.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -403574.875000 Penalty: 4033.822510
	Iteration 16Q: 3 clusters Score -403574.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -403582.968750 Penalty: 4033.822510
	Iteration 17Q: 3 clusters Score -403583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -403589.875000 Penalty: 4033.822510
	Iteration 18Q: 3 clusters Score -403589.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -403596.062500 Penalty: 4033.822510
	Iteration 19Q: 3 clusters Score -403596.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -403599.406250 Penalty: 4033.822510
	Iteration 20F: 3 clusters Score -403599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -403602.218750 Penalty: 4033.822510
	Iteration 21Q: 3 clusters Score -403602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -403604.593750 Penalty: 4033.822510
	Iteration 22Q: 3 clusters Score -403604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -403606.531250 Penalty: 4033.822510
	Iteration 23Q: 3 clusters Score -403606.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -403607.625000 Penalty: 4033.822510
	Iteration 24Q: 3 clusters Score -403607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -403607.625000 Penalty: 4033.822510
	Iteration 25F: 3 clusters Score -403607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Entering Unmasked Estep 
Score: -5643450.000000 Penalty: 2654.265137
	Iteration 0F: 2 clusters Score -5643450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -5613434.000000 Penalty: 5308.530273
	Iteration 0F: 3 clusters Score -5613434 nChanged 20463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -5624640.000000 Penalty: 5308.530273
	Iteration 1F: 3 clusters Score -5624640 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -5625060.000000 Penalty: 5308.530273
	Iteration 2Q: 3 clusters Score -5625060 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5625436.000000 Penalty: 5308.530273
	Iteration 3Q: 3 clusters Score -5625436 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -5625735.500000 Penalty: 5308.530273
	Iteration 4Q: 3 clusters Score -5625736 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -5626005.500000 Penalty: 5308.530273
	Iteration 5Q: 3 clusters Score -5626006 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -5626232.500000 Penalty: 5308.530273
	Iteration 6Q: 3 clusters Score -5626232 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -5626541.000000 Penalty: 5308.530273
	Iteration 7Q: 3 clusters Score -5626541 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5626868.000000 Penalty: 5308.530273
	Iteration 8Q: 3 clusters Score -5626868 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -5627179.000000 Penalty: 5308.530273
	Iteration 9Q: 3 clusters Score -5627179 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -5627556.000000 Penalty: 5308.530273
	Iteration 10Q: 3 clusters Score -5627556 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -5627960.500000 Penalty: 5308.530273
	Iteration 11Q: 3 clusters Score -5627960 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -5628451.000000 Penalty: 5308.530273
	Iteration 12Q: 3 clusters Score -5628451 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -5629035.000000 Penalty: 5308.530273
	Iteration 13Q: 3 clusters Score -5629035 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -5629722.000000 Penalty: 5308.530273
	Iteration 14Q: 3 clusters Score -5629722 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -5630575.000000 Penalty: 5308.530273
	Iteration 15Q: 3 clusters Score -5630575 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -5631570.500000 Penalty: 5308.530273
	Iteration 16Q: 3 clusters Score -5631570 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -5632786.500000 Penalty: 5308.530273
	Iteration 17Q: 3 clusters Score -5632786 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -5634419.000000 Penalty: 5308.530273
	Iteration 18Q: 3 clusters Score -5634419 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -5636049.500000 Penalty: 5308.530273
	Iteration 19Q: 3 clusters Score -5636050 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -5637611.500000 Penalty: 5308.530273
	Iteration 20F: 3 clusters Score -5637612 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -5638813.000000 Penalty: 5308.530273
	Iteration 21Q: 3 clusters Score -5638813 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5639582.000000 Penalty: 5308.530273
	Iteration 22Q: 3 clusters Score -5639582 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5640089.500000 Penalty: 5308.530273
	Iteration 23Q: 3 clusters Score -5640090 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5640449.500000 Penalty: 5308.530273
	Iteration 24Q: 3 clusters Score -5640450 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5640671.000000 Penalty: 5308.530273
	Iteration 25Q: 3 clusters Score -5640671 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5640811.000000 Penalty: 5308.530273
	Iteration 26Q: 3 clusters Score -5640811 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5640898.000000 Penalty: 5308.530273
	Iteration 27Q: 3 clusters Score -5640898 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5640976.000000 Penalty: 5308.530273
	Iteration 28Q: 3 clusters Score -5640976 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5641024.000000 Penalty: 5308.530273
	Iteration 29Q: 3 clusters Score -5641024 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5641091.000000 Penalty: 5308.530273
	Iteration 30Q: 3 clusters Score -5641091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5641118.500000 Penalty: 5308.530273
	Iteration 31Q: 3 clusters Score -5641118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5641151.500000 Penalty: 5308.530273
	Iteration 32Q: 3 clusters Score -5641152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5641177.000000 Penalty: 5308.530273
	Iteration 33Q: 3 clusters Score -5641177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5641193.500000 Penalty: 5308.530273
	Iteration 34Q: 3 clusters Score -5641194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5641204.000000 Penalty: 5308.530273
	Iteration 35Q: 3 clusters Score -5641204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5641222.000000 Penalty: 5308.530273
	Iteration 36Q: 3 clusters Score -5641222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5641238.500000 Penalty: 5308.530273
	Iteration 37Q: 3 clusters Score -5641238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5641247.500000 Penalty: 5308.530273
	Iteration 38Q: 3 clusters Score -5641248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5641249.500000 Penalty: 5308.530273
	Iteration 39Q: 3 clusters Score -5641250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5641259.500000 Penalty: 5308.530273
	Iteration 40F: 3 clusters Score -5641260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5641258.500000 Penalty: 5308.530273
	Iteration 41Q: 3 clusters Score -5641258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5641257.000000 Penalty: 5308.530273
	Iteration 42Q: 3 clusters Score -5641257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5641255.500000 Penalty: 5308.530273
	Iteration 43Q: 3 clusters Score -5641256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5641260.000000 Penalty: 5308.530273
	Iteration 44Q: 3 clusters Score -5641260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5641258.500000 Penalty: 5308.530273
	Iteration 45Q: 3 clusters Score -5641258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5641264.000000 Penalty: 5308.530273
	Iteration 46Q: 3 clusters Score -5641264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5641257.500000 Penalty: 5308.530273
	Iteration 47Q: 3 clusters Score -5641258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5641260.500000 Penalty: 5308.530273
	Iteration 48Q: 3 clusters Score -5641260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5641260.500000 Penalty: 5308.530273
	Iteration 49F: 3 clusters Score -5641260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (121452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121452 members 
Entering Unmasked Estep 
Score: -15740806.000000 Penalty: 2903.404053
	Iteration 0F: 2 clusters Score -1.574081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -15659997.000000 Penalty: 5806.808105
	Iteration 0F: 3 clusters Score -1.566e+07 nChanged 57932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -15693672.000000 Penalty: 5806.808105
	Iteration 1F: 3 clusters Score -1.569367e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -15694758.000000 Penalty: 5806.808105
	Iteration 2Q: 3 clusters Score -1.569476e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -15696350.000000 Penalty: 5806.808105
	Iteration 3Q: 3 clusters Score -1.569635e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -15698949.000000 Penalty: 5806.808105
	Iteration 4Q: 3 clusters Score -1.569895e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76067 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -15703186.000000 Penalty: 5806.808105
	Iteration 5F: 3 clusters Score -1.570319e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82529 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -15709377.000000 Penalty: 5806.808105
	Iteration 6F: 3 clusters Score -1.570938e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -15716711.000000 Penalty: 5806.808105
	Iteration 7F: 3 clusters Score -1.571671e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95122 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -15722950.000000 Penalty: 5806.808105
	Iteration 8F: 3 clusters Score -1.572295e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -15727251.000000 Penalty: 5806.808105
	Iteration 9Q: 3 clusters Score -1.572725e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102419 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -15729680.000000 Penalty: 5806.808105
	Iteration 10Q: 3 clusters Score -1.572968e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -15731299.000000 Penalty: 5806.808105
	Iteration 11Q: 3 clusters Score -1.57313e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -15732590.000000 Penalty: 5806.808105
	Iteration 12Q: 3 clusters Score -1.573259e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108970 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -15733688.000000 Penalty: 5806.808105
	Iteration 13Q: 3 clusters Score -1.573369e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110647 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -15734477.000000 Penalty: 5806.808105
	Iteration 14Q: 3 clusters Score -1.573448e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112028 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -15735156.000000 Penalty: 5806.808105
	Iteration 15Q: 3 clusters Score -1.573516e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113267 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -15735837.000000 Penalty: 5806.808105
	Iteration 16Q: 3 clusters Score -1.573584e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114344 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -15736470.000000 Penalty: 5806.808105
	Iteration 17Q: 3 clusters Score -1.573647e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115232 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -15736966.000000 Penalty: 5806.808105
	Iteration 18Q: 3 clusters Score -1.573697e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115941 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -15737381.000000 Penalty: 5806.808105
	Iteration 19Q: 3 clusters Score -1.573738e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116492 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -15737759.000000 Penalty: 5806.808105
	Iteration 20F: 3 clusters Score -1.573776e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116941 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -15738025.000000 Penalty: 5806.808105
	Iteration 21Q: 3 clusters Score -1.573802e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117276 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -15738229.000000 Penalty: 5806.808105
	Iteration 22Q: 3 clusters Score -1.573823e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117535 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -15738396.000000 Penalty: 5806.808105
	Iteration 23Q: 3 clusters Score -1.57384e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117752 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -15738542.000000 Penalty: 5806.808105
	Iteration 24Q: 3 clusters Score -1.573854e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117937 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -15738655.000000 Penalty: 5806.808105
	Iteration 25Q: 3 clusters Score -1.573866e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118068 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -15738736.000000 Penalty: 5806.808105
	Iteration 26Q: 3 clusters Score -1.573874e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118200 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -15738837.000000 Penalty: 5806.808105
	Iteration 27Q: 3 clusters Score -1.573884e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118306 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -15738893.000000 Penalty: 5806.808105
	Iteration 28Q: 3 clusters Score -1.573889e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118383 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -15738923.000000 Penalty: 5806.808105
	Iteration 29Q: 3 clusters Score -1.573892e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118439 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -15738941.000000 Penalty: 5806.808105
	Iteration 30Q: 3 clusters Score -1.573894e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118477 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -15738969.000000 Penalty: 5806.808105
	Iteration 31Q: 3 clusters Score -1.573897e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118508 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -15738996.000000 Penalty: 5806.808105
	Iteration 32Q: 3 clusters Score -1.5739e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118542 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -15739027.000000 Penalty: 5806.808105
	Iteration 33Q: 3 clusters Score -1.573903e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118576 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -15739025.000000 Penalty: 5806.808105
	Iteration 34Q: 3 clusters Score -1.573902e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118593 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -15739028.000000 Penalty: 5806.808105
	Iteration 35Q: 3 clusters Score -1.573903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118603 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -15739031.000000 Penalty: 5806.808105
	Iteration 36Q: 3 clusters Score -1.573903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118615 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -15739039.000000 Penalty: 5806.808105
	Iteration 37Q: 3 clusters Score -1.573904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -15739053.000000 Penalty: 5806.808105
	Iteration 38Q: 3 clusters Score -1.573905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118631 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -15739039.000000 Penalty: 5806.808105
	Iteration 39Q: 3 clusters Score -1.573904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -15739046.000000 Penalty: 5806.808105
	Iteration 40F: 3 clusters Score -1.573905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118637 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -15739038.000000 Penalty: 5806.808105
	Iteration 41Q: 3 clusters Score -1.573904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118643 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -15739033.000000 Penalty: 5806.808105
	Iteration 42Q: 3 clusters Score -1.573903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118649 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -15739042.000000 Penalty: 5806.808105
	Iteration 43Q: 3 clusters Score -1.573904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118655 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -15739053.000000 Penalty: 5806.808105
	Iteration 44Q: 3 clusters Score -1.573905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118661 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -15739029.000000 Penalty: 5806.808105
	Iteration 45Q: 3 clusters Score -1.573903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118669 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -15739044.000000 Penalty: 5806.808105
	Iteration 46Q: 3 clusters Score -1.573904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118676 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -15739047.000000 Penalty: 5806.808105
	Iteration 47Q: 3 clusters Score -1.573905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118682 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -15739044.000000 Penalty: 5806.808105
	Iteration 48Q: 3 clusters Score -1.573904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118684 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -15739045.000000 Penalty: 5806.808105
	Iteration 49Q: 3 clusters Score -1.573904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118687 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -15739047.000000 Penalty: 5806.808105
	Iteration 50Q: 3 clusters Score -1.573905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118687 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -15739053.000000 Penalty: 5806.808105
	Iteration 51Q: 3 clusters Score -1.573905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118688 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -15739061.000000 Penalty: 5806.808105
	Iteration 52Q: 3 clusters Score -1.573906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118691 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -15739062.000000 Penalty: 5806.808105
	Iteration 53Q: 3 clusters Score -1.573906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118694 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -15739064.000000 Penalty: 5806.808105
	Iteration 54Q: 3 clusters Score -1.573906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118695 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -15739066.000000 Penalty: 5806.808105
	Iteration 55Q: 3 clusters Score -1.573907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118697 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -15739072.000000 Penalty: 5806.808105
	Iteration 56Q: 3 clusters Score -1.573907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118699 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -15739067.000000 Penalty: 5806.808105
	Iteration 57Q: 3 clusters Score -1.573907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118702 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -15739059.000000 Penalty: 5806.808105
	Iteration 58Q: 3 clusters Score -1.573906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118703 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -15739071.000000 Penalty: 5806.808105
	Iteration 59Q: 3 clusters Score -1.573907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118705 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -15739074.000000 Penalty: 5806.808105
	Iteration 60F: 3 clusters Score -1.573907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118706 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -15739076.000000 Penalty: 5806.808105
	Iteration 61Q: 3 clusters Score -1.573908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118708 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -15739085.000000 Penalty: 5806.808105
	Iteration 62Q: 3 clusters Score -1.573908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118710 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -15739086.000000 Penalty: 5806.808105
	Iteration 63Q: 3 clusters Score -1.573909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118715 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -15739092.000000 Penalty: 5806.808105
	Iteration 64Q: 3 clusters Score -1.573909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118717 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -15739093.000000 Penalty: 5806.808105
	Iteration 65Q: 3 clusters Score -1.573909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118719 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -15739089.000000 Penalty: 5806.808105
	Iteration 66Q: 3 clusters Score -1.573909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118722 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -15739068.000000 Penalty: 5806.808105
	Iteration 67Q: 3 clusters Score -1.573907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118724 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -15739080.000000 Penalty: 5806.808105
	Iteration 68Q: 3 clusters Score -1.573908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118726 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -15739082.000000 Penalty: 5806.808105
	Iteration 69Q: 3 clusters Score -1.573908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118728 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -15739084.000000 Penalty: 5806.808105
	Iteration 70Q: 3 clusters Score -1.573908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118728 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -15739082.000000 Penalty: 5806.808105
	Iteration 71Q: 3 clusters Score -1.573908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118730 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -15739079.000000 Penalty: 5806.808105
	Iteration 72Q: 3 clusters Score -1.573908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118732 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -15739087.000000 Penalty: 5806.808105
	Iteration 73Q: 3 clusters Score -1.573909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118735 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -15739088.000000 Penalty: 5806.808105
	Iteration 74Q: 3 clusters Score -1.573909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118738 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -15739083.000000 Penalty: 5806.808105
	Iteration 75Q: 3 clusters Score -1.573908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118741 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -15739076.000000 Penalty: 5806.808105
	Iteration 76Q: 3 clusters Score -1.573908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118742 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -15739080.000000 Penalty: 5806.808105
	Iteration 77Q: 3 clusters Score -1.573908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118742 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -15739080.000000 Penalty: 5806.808105
	Iteration 78F: 3 clusters Score -1.573908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (101436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101436 members 
Entering Unmasked Estep 
Score: -12900346.000000 Penalty: 2858.741455
	Iteration 0F: 2 clusters Score -1.290035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -12832405.000000 Penalty: 5717.482910
	Iteration 0F: 3 clusters Score -1.28324e+07 nChanged 48002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -12859382.000000 Penalty: 5717.482910
	Iteration 1F: 3 clusters Score -1.285938e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -12860012.000000 Penalty: 5717.482910
	Iteration 2Q: 3 clusters Score -1.286001e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -12860533.000000 Penalty: 5717.482910
	Iteration 3Q: 3 clusters Score -1.286053e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -12861192.000000 Penalty: 5717.482910
	Iteration 4Q: 3 clusters Score -1.286119e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -12862097.000000 Penalty: 5717.482910
	Iteration 5Q: 3 clusters Score -1.28621e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -12863640.000000 Penalty: 5717.482910
	Iteration 6Q: 3 clusters Score -1.286364e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -12865969.000000 Penalty: 5717.482910
	Iteration 7Q: 3 clusters Score -1.286597e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -12869803.000000 Penalty: 5717.482910
	Iteration 8F: 3 clusters Score -1.28698e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76551 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -12875634.000000 Penalty: 5717.482910
	Iteration 9F: 3 clusters Score -1.287563e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -12882481.000000 Penalty: 5717.482910
	Iteration 10F: 3 clusters Score -1.288248e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -12888938.000000 Penalty: 5717.482910
	Iteration 11F: 3 clusters Score -1.288894e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96240 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -12893483.000000 Penalty: 5717.482910
	Iteration 12Q: 3 clusters Score -1.289348e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98916 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -12895953.000000 Penalty: 5717.482910
	Iteration 13Q: 3 clusters Score -1.289595e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12897010.000000 Penalty: 5717.482910
	Iteration 14Q: 3 clusters Score -1.289701e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12897422.000000 Penalty: 5717.482910
	Iteration 15Q: 3 clusters Score -1.289742e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -12897625.000000 Penalty: 5717.482910
	Iteration 16Q: 3 clusters Score -1.289762e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -12897731.000000 Penalty: 5717.482910
	Iteration 17Q: 3 clusters Score -1.289773e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12897779.000000 Penalty: 5717.482910
	Iteration 18Q: 3 clusters Score -1.289778e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100933 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12897824.000000 Penalty: 5717.482910
	Iteration 19Q: 3 clusters Score -1.289782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100946 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -12897854.000000 Penalty: 5717.482910
	Iteration 20F: 3 clusters Score -1.289785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100954 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12897850.000000 Penalty: 5717.482910
	Iteration 21Q: 3 clusters Score -1.289785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12897853.000000 Penalty: 5717.482910
	Iteration 22Q: 3 clusters Score -1.289785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12897869.000000 Penalty: 5717.482910
	Iteration 23Q: 3 clusters Score -1.289787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100972 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12897891.000000 Penalty: 5717.482910
	Iteration 24Q: 3 clusters Score -1.289789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12897899.000000 Penalty: 5717.482910
	Iteration 25Q: 3 clusters Score -1.28979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12897900.000000 Penalty: 5717.482910
	Iteration 26Q: 3 clusters Score -1.28979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100980 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12897901.000000 Penalty: 5717.482910
	Iteration 27Q: 3 clusters Score -1.28979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100981 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12897896.000000 Penalty: 5717.482910
	Iteration 28Q: 3 clusters Score -1.28979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100981 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12897896.000000 Penalty: 5717.482910
	Iteration 29F: 3 clusters Score -1.28979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Entering Unmasked Estep 
Score: -1883144.625000 Penalty: 2398.185791
	Iteration 0F: 2 clusters Score -1883145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1871768.250000 Penalty: 4796.371582
	Iteration 0F: 3 clusters Score -1871768 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1875535.000000 Penalty: 4796.371582
	Iteration 1F: 3 clusters Score -1875535 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1876018.750000 Penalty: 4796.371582
	Iteration 2F: 3 clusters Score -1876019 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1876482.125000 Penalty: 4796.371582
	Iteration 3F: 3 clusters Score -1876482 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1876925.125000 Penalty: 4796.371582
	Iteration 4F: 3 clusters Score -1876925 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1877419.500000 Penalty: 4796.371582
	Iteration 5F: 3 clusters Score -1877420 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1877949.250000 Penalty: 4796.371582
	Iteration 6F: 3 clusters Score -1877949 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1878526.500000 Penalty: 4796.371582
	Iteration 7F: 3 clusters Score -1878526 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1879126.875000 Penalty: 4796.371582
	Iteration 8F: 3 clusters Score -1879127 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1879683.250000 Penalty: 4796.371582
	Iteration 9Q: 3 clusters Score -1879683 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1880177.625000 Penalty: 4796.371582
	Iteration 10Q: 3 clusters Score -1880178 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1880561.125000 Penalty: 4796.371582
	Iteration 11Q: 3 clusters Score -1880561 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1880919.000000 Penalty: 4796.371582
	Iteration 12Q: 3 clusters Score -1880919 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1881199.500000 Penalty: 4796.371582
	Iteration 13Q: 3 clusters Score -1881200 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1881441.875000 Penalty: 4796.371582
	Iteration 14Q: 3 clusters Score -1881442 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1881635.125000 Penalty: 4796.371582
	Iteration 15Q: 3 clusters Score -1881635 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1881801.000000 Penalty: 4796.371582
	Iteration 16Q: 3 clusters Score -1881801 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1881901.000000 Penalty: 4796.371582
	Iteration 17Q: 3 clusters Score -1881901 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1881964.125000 Penalty: 4796.371582
	Iteration 18Q: 3 clusters Score -1881964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1882009.125000 Penalty: 4796.371582
	Iteration 19Q: 3 clusters Score -1882009 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1882043.000000 Penalty: 4796.371582
	Iteration 20F: 3 clusters Score -1882043 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1882064.500000 Penalty: 4796.371582
	Iteration 21Q: 3 clusters Score -1882064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1882070.875000 Penalty: 4796.371582
	Iteration 22Q: 3 clusters Score -1882071 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1882080.000000 Penalty: 4796.371582
	Iteration 23Q: 3 clusters Score -1882080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1882094.500000 Penalty: 4796.371582
	Iteration 24Q: 3 clusters Score -1882094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1882094.250000 Penalty: 4796.371582
	Iteration 25Q: 3 clusters Score -1882094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1882101.375000 Penalty: 4796.371582
	Iteration 26Q: 3 clusters Score -1882101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1882107.625000 Penalty: 4796.371582
	Iteration 27Q: 3 clusters Score -1882108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1882104.125000 Penalty: 4796.371582
	Iteration 28Q: 3 clusters Score -1882104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1882106.250000 Penalty: 4796.371582
	Iteration 29Q: 3 clusters Score -1882106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1882108.375000 Penalty: 4796.371582
	Iteration 30Q: 3 clusters Score -1882108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1882109.125000 Penalty: 4796.371582
	Iteration 31Q: 3 clusters Score -1882109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1882109.375000 Penalty: 4796.371582
	Iteration 32Q: 3 clusters Score -1882109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1882109.375000 Penalty: 4796.371582
	Iteration 33F: 3 clusters Score -1882109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -45133.484375 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -45133.48 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 205 members 
Entering Unmasked Estep 
Score: -43758.015625 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -43758.02 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43956.101562 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -43956.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43994.488281 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -43994.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44017.937500 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -44017.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44028.082031 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -44028.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44037.750000 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -44037.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44040.757812 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -44040.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44040.757812 Penalty: 2995.966309
	Iteration 7F: 3 clusters Score -44040.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Entering Unmasked Estep 
Score: -544247.500000 Penalty: 2090.233643
	Iteration 0F: 2 clusters Score -544247.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -540029.250000 Penalty: 4180.467285
	Iteration 0F: 3 clusters Score -540029.2 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -541076.875000 Penalty: 4180.467285
	Iteration 1F: 3 clusters Score -541076.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -541297.750000 Penalty: 4180.467285
	Iteration 2F: 3 clusters Score -541297.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -541436.937500 Penalty: 4180.467285
	Iteration 3Q: 3 clusters Score -541436.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -541549.437500 Penalty: 4180.467285
	Iteration 4Q: 3 clusters Score -541549.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -541656.812500 Penalty: 4180.467285
	Iteration 5Q: 3 clusters Score -541656.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -541756.875000 Penalty: 4180.467285
	Iteration 6Q: 3 clusters Score -541756.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -541839.687500 Penalty: 4180.467285
	Iteration 7Q: 3 clusters Score -541839.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -541916.625000 Penalty: 4180.467285
	Iteration 8Q: 3 clusters Score -541916.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -541983.937500 Penalty: 4180.467285
	Iteration 9Q: 3 clusters Score -541983.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -542045.562500 Penalty: 4180.467285
	Iteration 10Q: 3 clusters Score -542045.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -542090.125000 Penalty: 4180.467285
	Iteration 11Q: 3 clusters Score -542090.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -542131.187500 Penalty: 4180.467285
	Iteration 12Q: 3 clusters Score -542131.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -542169.125000 Penalty: 4180.467285
	Iteration 13Q: 3 clusters Score -542169.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -542196.062500 Penalty: 4180.467285
	Iteration 14Q: 3 clusters Score -542196.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -542221.750000 Penalty: 4180.467285
	Iteration 15Q: 3 clusters Score -542221.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -542256.937500 Penalty: 4180.467285
	Iteration 16Q: 3 clusters Score -542256.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -542290.500000 Penalty: 4180.467285
	Iteration 17Q: 3 clusters Score -542290.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -542333.500000 Penalty: 4180.467285
	Iteration 18Q: 3 clusters Score -542333.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -542362.375000 Penalty: 4180.467285
	Iteration 19Q: 3 clusters Score -542362.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -542379.375000 Penalty: 4180.467285
	Iteration 20F: 3 clusters Score -542379.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -542397.250000 Penalty: 4180.467285
	Iteration 21Q: 3 clusters Score -542397.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -542412.625000 Penalty: 4180.467285
	Iteration 22Q: 3 clusters Score -542412.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -542431.625000 Penalty: 4180.467285
	Iteration 23Q: 3 clusters Score -542431.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -542450.250000 Penalty: 4180.467285
	Iteration 24Q: 3 clusters Score -542450.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -542462.125000 Penalty: 4180.467285
	Iteration 25Q: 3 clusters Score -542462.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -542470.250000 Penalty: 4180.467285
	Iteration 26Q: 3 clusters Score -542470.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -542485.062500 Penalty: 4180.467285
	Iteration 27Q: 3 clusters Score -542485.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -542501.187500 Penalty: 4180.467285
	Iteration 28Q: 3 clusters Score -542501.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -542517.937500 Penalty: 4180.467285
	Iteration 29Q: 3 clusters Score -542517.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -542540.187500 Penalty: 4180.467285
	Iteration 30Q: 3 clusters Score -542540.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -542558.937500 Penalty: 4180.467285
	Iteration 31Q: 3 clusters Score -542558.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -542572.187500 Penalty: 4180.467285
	Iteration 32Q: 3 clusters Score -542572.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -542584.812500 Penalty: 4180.467285
	Iteration 33Q: 3 clusters Score -542584.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -542597.312500 Penalty: 4180.467285
	Iteration 34Q: 3 clusters Score -542597.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -542610.125000 Penalty: 4180.467285
	Iteration 35Q: 3 clusters Score -542610.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -542621.500000 Penalty: 4180.467285
	Iteration 36Q: 3 clusters Score -542621.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -542638.125000 Penalty: 4180.467285
	Iteration 37Q: 3 clusters Score -542638.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -542653.125000 Penalty: 4180.467285
	Iteration 38Q: 3 clusters Score -542653.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -542671.062500 Penalty: 4180.467285
	Iteration 39Q: 3 clusters Score -542671.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -542685.812500 Penalty: 4180.467285
	Iteration 40F: 3 clusters Score -542685.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -542701.687500 Penalty: 4180.467285
	Iteration 41Q: 3 clusters Score -542701.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -542713.062500 Penalty: 4180.467285
	Iteration 42Q: 3 clusters Score -542713.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -542719.937500 Penalty: 4180.467285
	Iteration 43Q: 3 clusters Score -542719.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -542725.187500 Penalty: 4180.467285
	Iteration 44Q: 3 clusters Score -542725.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -542728.625000 Penalty: 4180.467285
	Iteration 45Q: 3 clusters Score -542728.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -542728.625000 Penalty: 4180.467285
	Iteration 46F: 3 clusters Score -542728.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Entering Unmasked Estep 
Score: -1053837.750000 Penalty: 2261.618652
	Iteration 0F: 2 clusters Score -1053838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1046714.250000 Penalty: 4523.237305
	Iteration 0F: 3 clusters Score -1046714 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1049207.500000 Penalty: 4523.237305
	Iteration 1F: 3 clusters Score -1049208 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1049950.500000 Penalty: 4523.237305
	Iteration 2F: 3 clusters Score -1049950 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1050571.375000 Penalty: 4523.237305
	Iteration 3F: 3 clusters Score -1050571 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1050996.375000 Penalty: 4523.237305
	Iteration 4F: 3 clusters Score -1050996 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1051321.500000 Penalty: 4523.237305
	Iteration 5F: 3 clusters Score -1051322 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1051543.125000 Penalty: 4523.237305
	Iteration 6Q: 3 clusters Score -1051543 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1051706.000000 Penalty: 4523.237305
	Iteration 7Q: 3 clusters Score -1051706 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1051824.750000 Penalty: 4523.237305
	Iteration 8Q: 3 clusters Score -1051825 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1051906.500000 Penalty: 4523.237305
	Iteration 9Q: 3 clusters Score -1051906 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1051965.875000 Penalty: 4523.237305
	Iteration 10Q: 3 clusters Score -1051966 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1051999.000000 Penalty: 4523.237305
	Iteration 11Q: 3 clusters Score -1051999 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1052036.375000 Penalty: 4523.237305
	Iteration 12Q: 3 clusters Score -1052036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1052069.500000 Penalty: 4523.237305
	Iteration 13Q: 3 clusters Score -1052070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1052097.375000 Penalty: 4523.237305
	Iteration 14Q: 3 clusters Score -1052097 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1052123.625000 Penalty: 4523.237305
	Iteration 15Q: 3 clusters Score -1052124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1052146.625000 Penalty: 4523.237305
	Iteration 16Q: 3 clusters Score -1052147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1052162.625000 Penalty: 4523.237305
	Iteration 17Q: 3 clusters Score -1052163 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1052179.500000 Penalty: 4523.237305
	Iteration 18Q: 3 clusters Score -1052180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1052194.625000 Penalty: 4523.237305
	Iteration 19Q: 3 clusters Score -1052195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1052213.750000 Penalty: 4523.237305
	Iteration 20F: 3 clusters Score -1052214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1052229.375000 Penalty: 4523.237305
	Iteration 21Q: 3 clusters Score -1052229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1052244.750000 Penalty: 4523.237305
	Iteration 22Q: 3 clusters Score -1052245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1052251.125000 Penalty: 4523.237305
	Iteration 23Q: 3 clusters Score -1052251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1052256.000000 Penalty: 4523.237305
	Iteration 24Q: 3 clusters Score -1052256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1052261.500000 Penalty: 4523.237305
	Iteration 25Q: 3 clusters Score -1052262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1052269.250000 Penalty: 4523.237305
	Iteration 26Q: 3 clusters Score -1052269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1052272.500000 Penalty: 4523.237305
	Iteration 27Q: 3 clusters Score -1052272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1052281.500000 Penalty: 4523.237305
	Iteration 28Q: 3 clusters Score -1052282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1052287.000000 Penalty: 4523.237305
	Iteration 29Q: 3 clusters Score -1052287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1052291.250000 Penalty: 4523.237305
	Iteration 30Q: 3 clusters Score -1052291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1052294.375000 Penalty: 4523.237305
	Iteration 31Q: 3 clusters Score -1052294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1052296.375000 Penalty: 4523.237305
	Iteration 32Q: 3 clusters Score -1052296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1052298.750000 Penalty: 4523.237305
	Iteration 33Q: 3 clusters Score -1052299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1052303.375000 Penalty: 4523.237305
	Iteration 34Q: 3 clusters Score -1052303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1052304.375000 Penalty: 4523.237305
	Iteration 35Q: 3 clusters Score -1052304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1052306.500000 Penalty: 4523.237305
	Iteration 36Q: 3 clusters Score -1052306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1052308.625000 Penalty: 4523.237305
	Iteration 37Q: 3 clusters Score -1052309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1052307.250000 Penalty: 4523.237305
	Iteration 38Q: 3 clusters Score -1052307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1052308.000000 Penalty: 4523.237305
	Iteration 39Q: 3 clusters Score -1052308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1052306.125000 Penalty: 4523.237305
	Iteration 40F: 3 clusters Score -1052306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1052308.750000 Penalty: 4523.237305
	Iteration 41Q: 3 clusters Score -1052309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1052308.750000 Penalty: 4523.237305
	Iteration 42F: 3 clusters Score -1052309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Entering Unmasked Estep 
Score: -3953404.000000 Penalty: 2568.279053
	Iteration 0F: 2 clusters Score -3953404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3931875.750000 Penalty: 5136.558105
	Iteration 0F: 3 clusters Score -3931876 nChanged 14190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3939754.250000 Penalty: 5136.558105
	Iteration 1F: 3 clusters Score -3939754 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -3940649.000000 Penalty: 5136.558105
	Iteration 2F: 3 clusters Score -3940649 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3941829.500000 Penalty: 5136.558105
	Iteration 3F: 3 clusters Score -3941830 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3943204.750000 Penalty: 5136.558105
	Iteration 4F: 3 clusters Score -3943205 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -3944547.750000 Penalty: 5136.558105
	Iteration 5F: 3 clusters Score -3944548 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3945631.500000 Penalty: 5136.558105
	Iteration 6F: 3 clusters Score -3945632 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3946437.000000 Penalty: 5136.558105
	Iteration 7F: 3 clusters Score -3946437 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3946995.000000 Penalty: 5136.558105
	Iteration 8Q: 3 clusters Score -3946995 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3947298.750000 Penalty: 5136.558105
	Iteration 9Q: 3 clusters Score -3947299 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3947515.250000 Penalty: 5136.558105
	Iteration 10Q: 3 clusters Score -3947515 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3947678.000000 Penalty: 5136.558105
	Iteration 11Q: 3 clusters Score -3947678 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3947770.000000 Penalty: 5136.558105
	Iteration 12Q: 3 clusters Score -3947770 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3947831.000000 Penalty: 5136.558105
	Iteration 13Q: 3 clusters Score -3947831 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3947910.500000 Penalty: 5136.558105
	Iteration 14Q: 3 clusters Score -3947910 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3947978.500000 Penalty: 5136.558105
	Iteration 15Q: 3 clusters Score -3947978 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3948043.000000 Penalty: 5136.558105
	Iteration 16Q: 3 clusters Score -3948043 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3948114.250000 Penalty: 5136.558105
	Iteration 17Q: 3 clusters Score -3948114 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3948177.000000 Penalty: 5136.558105
	Iteration 18Q: 3 clusters Score -3948177 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3948265.750000 Penalty: 5136.558105
	Iteration 19Q: 3 clusters Score -3948266 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3948325.500000 Penalty: 5136.558105
	Iteration 20F: 3 clusters Score -3948326 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3948390.750000 Penalty: 5136.558105
	Iteration 21Q: 3 clusters Score -3948391 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3948464.000000 Penalty: 5136.558105
	Iteration 22Q: 3 clusters Score -3948464 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3948517.000000 Penalty: 5136.558105
	Iteration 23Q: 3 clusters Score -3948517 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3948580.250000 Penalty: 5136.558105
	Iteration 24Q: 3 clusters Score -3948580 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3948636.250000 Penalty: 5136.558105
	Iteration 25Q: 3 clusters Score -3948636 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3948678.500000 Penalty: 5136.558105
	Iteration 26Q: 3 clusters Score -3948678 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3948735.250000 Penalty: 5136.558105
	Iteration 27Q: 3 clusters Score -3948735 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3948784.000000 Penalty: 5136.558105
	Iteration 28Q: 3 clusters Score -3948784 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3948855.000000 Penalty: 5136.558105
	Iteration 29Q: 3 clusters Score -3948855 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3948889.250000 Penalty: 5136.558105
	Iteration 30Q: 3 clusters Score -3948889 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3948926.750000 Penalty: 5136.558105
	Iteration 31Q: 3 clusters Score -3948927 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3948996.000000 Penalty: 5136.558105
	Iteration 32Q: 3 clusters Score -3948996 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3949042.250000 Penalty: 5136.558105
	Iteration 33Q: 3 clusters Score -3949042 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3949100.500000 Penalty: 5136.558105
	Iteration 34Q: 3 clusters Score -3949100 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3949150.750000 Penalty: 5136.558105
	Iteration 35Q: 3 clusters Score -3949151 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3949233.000000 Penalty: 5136.558105
	Iteration 36Q: 3 clusters Score -3949233 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -3949318.250000 Penalty: 5136.558105
	Iteration 37Q: 3 clusters Score -3949318 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3949388.000000 Penalty: 5136.558105
	Iteration 38Q: 3 clusters Score -3949388 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3949449.000000 Penalty: 5136.558105
	Iteration 39Q: 3 clusters Score -3949449 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3949495.750000 Penalty: 5136.558105
	Iteration 40F: 3 clusters Score -3949496 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -3949540.250000 Penalty: 5136.558105
	Iteration 41Q: 3 clusters Score -3949540 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3949582.250000 Penalty: 5136.558105
	Iteration 42Q: 3 clusters Score -3949582 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3949631.250000 Penalty: 5136.558105
	Iteration 43Q: 3 clusters Score -3949631 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3949688.000000 Penalty: 5136.558105
	Iteration 44Q: 3 clusters Score -3949688 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3949731.000000 Penalty: 5136.558105
	Iteration 45Q: 3 clusters Score -3949731 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3949778.500000 Penalty: 5136.558105
	Iteration 46Q: 3 clusters Score -3949778 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3949815.000000 Penalty: 5136.558105
	Iteration 47Q: 3 clusters Score -3949815 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -3949882.000000 Penalty: 5136.558105
	Iteration 48Q: 3 clusters Score -3949882 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3949916.750000 Penalty: 5136.558105
	Iteration 49Q: 3 clusters Score -3949917 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -3949968.750000 Penalty: 5136.558105
	Iteration 50Q: 3 clusters Score -3949969 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3950039.000000 Penalty: 5136.558105
	Iteration 51Q: 3 clusters Score -3950039 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3950091.250000 Penalty: 5136.558105
	Iteration 52Q: 3 clusters Score -3950091 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3950124.000000 Penalty: 5136.558105
	Iteration 53Q: 3 clusters Score -3950124 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3950175.000000 Penalty: 5136.558105
	Iteration 54Q: 3 clusters Score -3950175 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3950219.750000 Penalty: 5136.558105
	Iteration 55Q: 3 clusters Score -3950220 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3950268.250000 Penalty: 5136.558105
	Iteration 56Q: 3 clusters Score -3950268 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3950329.500000 Penalty: 5136.558105
	Iteration 57Q: 3 clusters Score -3950330 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3950362.500000 Penalty: 5136.558105
	Iteration 58Q: 3 clusters Score -3950362 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3950398.250000 Penalty: 5136.558105
	Iteration 59Q: 3 clusters Score -3950398 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -3950454.000000 Penalty: 5136.558105
	Iteration 60F: 3 clusters Score -3950454 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3950527.000000 Penalty: 5136.558105
	Iteration 61Q: 3 clusters Score -3950527 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -3950621.000000 Penalty: 5136.558105
	Iteration 62Q: 3 clusters Score -3950621 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -3950703.750000 Penalty: 5136.558105
	Iteration 63Q: 3 clusters Score -3950704 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3950812.000000 Penalty: 5136.558105
	Iteration 64Q: 3 clusters Score -3950812 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -3950933.250000 Penalty: 5136.558105
	Iteration 65Q: 3 clusters Score -3950933 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -3951061.250000 Penalty: 5136.558105
	Iteration 66Q: 3 clusters Score -3951061 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3951133.500000 Penalty: 5136.558105
	Iteration 67Q: 3 clusters Score -3951134 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -3951180.750000 Penalty: 5136.558105
	Iteration 68Q: 3 clusters Score -3951181 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3951228.500000 Penalty: 5136.558105
	Iteration 69Q: 3 clusters Score -3951228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -3951240.500000 Penalty: 5136.558105
	Iteration 70Q: 3 clusters Score -3951240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -3951261.000000 Penalty: 5136.558105
	Iteration 71Q: 3 clusters Score -3951261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -3951273.500000 Penalty: 5136.558105
	Iteration 72Q: 3 clusters Score -3951274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -3951285.500000 Penalty: 5136.558105
	Iteration 73Q: 3 clusters Score -3951286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -3951287.000000 Penalty: 5136.558105
	Iteration 74Q: 3 clusters Score -3951287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3951297.500000 Penalty: 5136.558105
	Iteration 75Q: 3 clusters Score -3951298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3951291.750000 Penalty: 5136.558105
	Iteration 76Q: 3 clusters Score -3951292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3951296.250000 Penalty: 5136.558105
	Iteration 77Q: 3 clusters Score -3951296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3951296.250000 Penalty: 5136.558105
	Iteration 78Q: 3 clusters Score -3951296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -3951299.500000 Penalty: 5136.558105
	Iteration 79Q: 3 clusters Score -3951300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3951301.750000 Penalty: 5136.558105
	Iteration 80F: 3 clusters Score -3951302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3951304.000000 Penalty: 5136.558105
	Iteration 81Q: 3 clusters Score -3951304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3951308.250000 Penalty: 5136.558105
	Iteration 82Q: 3 clusters Score -3951308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -3951310.250000 Penalty: 5136.558105
	Iteration 83Q: 3 clusters Score -3951310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -3951310.750000 Penalty: 5136.558105
	Iteration 84Q: 3 clusters Score -3951311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3951312.250000 Penalty: 5136.558105
	Iteration 85Q: 3 clusters Score -3951312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3951316.250000 Penalty: 5136.558105
	Iteration 86Q: 3 clusters Score -3951316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3951314.500000 Penalty: 5136.558105
	Iteration 87Q: 3 clusters Score -3951314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -3951313.500000 Penalty: 5136.558105
	Iteration 88Q: 3 clusters Score -3951314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -3951315.750000 Penalty: 5136.558105
	Iteration 89Q: 3 clusters Score -3951316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -3951316.750000 Penalty: 5136.558105
	Iteration 90Q: 3 clusters Score -3951317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3951314.750000 Penalty: 5136.558105
	Iteration 91Q: 3 clusters Score -3951315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -3951313.500000 Penalty: 5136.558105
	Iteration 92Q: 3 clusters Score -3951314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -3951313.500000 Penalty: 5136.558105
	Iteration 93F: 3 clusters Score -3951314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Entering Unmasked Estep 
Score: -986687.187500 Penalty: 2236.816650
	Iteration 0F: 2 clusters Score -986687.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -980211.812500 Penalty: 4473.633301
	Iteration 0F: 3 clusters Score -980211.8 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -982093.250000 Penalty: 4473.633301
	Iteration 1F: 3 clusters Score -982093.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -982573.562500 Penalty: 4473.633301
	Iteration 2F: 3 clusters Score -982573.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -983047.062500 Penalty: 4473.633301
	Iteration 3F: 3 clusters Score -983047.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -983536.625000 Penalty: 4473.633301
	Iteration 4F: 3 clusters Score -983536.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -984061.437500 Penalty: 4473.633301
	Iteration 5F: 3 clusters Score -984061.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -984575.312500 Penalty: 4473.633301
	Iteration 6F: 3 clusters Score -984575.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -985031.375000 Penalty: 4473.633301
	Iteration 7F: 3 clusters Score -985031.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -985385.187500 Penalty: 4473.633301
	Iteration 8Q: 3 clusters Score -985385.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -985679.562500 Penalty: 4473.633301
	Iteration 9Q: 3 clusters Score -985679.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -985899.250000 Penalty: 4473.633301
	Iteration 10Q: 3 clusters Score -985899.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -986039.937500 Penalty: 4473.633301
	Iteration 11Q: 3 clusters Score -986039.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -986114.250000 Penalty: 4473.633301
	Iteration 12Q: 3 clusters Score -986114.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -986141.875000 Penalty: 4473.633301
	Iteration 13Q: 3 clusters Score -986141.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -986155.562500 Penalty: 4473.633301
	Iteration 14Q: 3 clusters Score -986155.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -986158.937500 Penalty: 4473.633301
	Iteration 15Q: 3 clusters Score -986158.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -986163.875000 Penalty: 4473.633301
	Iteration 16Q: 3 clusters Score -986163.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -986167.625000 Penalty: 4473.633301
	Iteration 17Q: 3 clusters Score -986167.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -986174.000000 Penalty: 4473.633301
	Iteration 18Q: 3 clusters Score -986174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -986173.625000 Penalty: 4473.633301
	Iteration 19Q: 3 clusters Score -986173.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -986172.875000 Penalty: 4473.633301
	Iteration 20F: 3 clusters Score -986172.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -986174.625000 Penalty: 4473.633301
	Iteration 21Q: 3 clusters Score -986174.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -986174.562500 Penalty: 4473.633301
	Iteration 22Q: 3 clusters Score -986174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -986174.562500 Penalty: 4473.633301
	Iteration 23F: 3 clusters Score -986174.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Entering Unmasked Estep 
Score: -7801298.000000 Penalty: 2727.477051
	Iteration 0F: 2 clusters Score -7801298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -7761245.500000 Penalty: 5454.954102
	Iteration 0F: 3 clusters Score -7761246 nChanged 27746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -7776770.500000 Penalty: 5454.954102
	Iteration 1F: 3 clusters Score -7776770 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -7777460.500000 Penalty: 5454.954102
	Iteration 2Q: 3 clusters Score -7777460 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -7778417.500000 Penalty: 5454.954102
	Iteration 3Q: 3 clusters Score -7778418 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -7779959.500000 Penalty: 5454.954102
	Iteration 4F: 3 clusters Score -7779960 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -7782480.500000 Penalty: 5454.954102
	Iteration 5F: 3 clusters Score -7782480 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -7786085.000000 Penalty: 5454.954102
	Iteration 6F: 3 clusters Score -7786085 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -7790455.000000 Penalty: 5454.954102
	Iteration 7F: 3 clusters Score -7790455 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -7794292.000000 Penalty: 5454.954102
	Iteration 8F: 3 clusters Score -7794292 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -7796681.000000 Penalty: 5454.954102
	Iteration 9Q: 3 clusters Score -7796681 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7797907.000000 Penalty: 5454.954102
	Iteration 10Q: 3 clusters Score -7797907 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7798431.000000 Penalty: 5454.954102
	Iteration 11Q: 3 clusters Score -7798431 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7798699.500000 Penalty: 5454.954102
	Iteration 12Q: 3 clusters Score -7798700 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7798828.500000 Penalty: 5454.954102
	Iteration 13Q: 3 clusters Score -7798828 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7798912.000000 Penalty: 5454.954102
	Iteration 14Q: 3 clusters Score -7798912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7798976.000000 Penalty: 5454.954102
	Iteration 15Q: 3 clusters Score -7798976 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7799037.000000 Penalty: 5454.954102
	Iteration 16Q: 3 clusters Score -7799037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7799061.500000 Penalty: 5454.954102
	Iteration 17Q: 3 clusters Score -7799062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7799083.500000 Penalty: 5454.954102
	Iteration 18Q: 3 clusters Score -7799084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7799085.500000 Penalty: 5454.954102
	Iteration 19Q: 3 clusters Score -7799086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7799097.500000 Penalty: 5454.954102
	Iteration 20F: 3 clusters Score -7799098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7799116.500000 Penalty: 5454.954102
	Iteration 21Q: 3 clusters Score -7799116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7799114.000000 Penalty: 5454.954102
	Iteration 22Q: 3 clusters Score -7799114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7799128.500000 Penalty: 5454.954102
	Iteration 23Q: 3 clusters Score -7799128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7799136.500000 Penalty: 5454.954102
	Iteration 24Q: 3 clusters Score -7799136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7799139.000000 Penalty: 5454.954102
	Iteration 25Q: 3 clusters Score -7799139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7799138.500000 Penalty: 5454.954102
	Iteration 26Q: 3 clusters Score -7799138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7799138.500000 Penalty: 5454.954102
	Iteration 27Q: 3 clusters Score -7799138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7799137.000000 Penalty: 5454.954102
	Iteration 28Q: 3 clusters Score -7799137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7799139.000000 Penalty: 5454.954102
	Iteration 29Q: 3 clusters Score -7799139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7799136.000000 Penalty: 5454.954102
	Iteration 30Q: 3 clusters Score -7799136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7799141.000000 Penalty: 5454.954102
	Iteration 31Q: 3 clusters Score -7799141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7799149.000000 Penalty: 5454.954102
	Iteration 32Q: 3 clusters Score -7799149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7799149.000000 Penalty: 5454.954102
	Iteration 33F: 3 clusters Score -7799149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Entering Unmasked Estep 
Score: -6817132.500000 Penalty: 2694.491455
	Iteration 0F: 2 clusters Score -6817132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -6781853.500000 Penalty: 5388.982910
	Iteration 0F: 3 clusters Score -6781854 nChanged 24377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -6795008.000000 Penalty: 5388.982910
	Iteration 1F: 3 clusters Score -6795008 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -6795519.000000 Penalty: 5388.982910
	Iteration 2Q: 3 clusters Score -6795519 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -6796140.000000 Penalty: 5388.982910
	Iteration 3Q: 3 clusters Score -6796140 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -6797026.000000 Penalty: 5388.982910
	Iteration 4Q: 3 clusters Score -6797026 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -6798451.500000 Penalty: 5388.982910
	Iteration 5F: 3 clusters Score -6798452 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -6800965.000000 Penalty: 5388.982910
	Iteration 6F: 3 clusters Score -6800965 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -6804578.000000 Penalty: 5388.982910
	Iteration 7F: 3 clusters Score -6804578 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -6808703.000000 Penalty: 5388.982910
	Iteration 8F: 3 clusters Score -6808703 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -6811688.500000 Penalty: 5388.982910
	Iteration 9F: 3 clusters Score -6811688 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -6813251.000000 Penalty: 5388.982910
	Iteration 10Q: 3 clusters Score -6813251 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -6813946.500000 Penalty: 5388.982910
	Iteration 11Q: 3 clusters Score -6813946 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -6814326.500000 Penalty: 5388.982910
	Iteration 12Q: 3 clusters Score -6814326 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -6814516.000000 Penalty: 5388.982910
	Iteration 13Q: 3 clusters Score -6814516 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -6814649.500000 Penalty: 5388.982910
	Iteration 14Q: 3 clusters Score -6814650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -6814716.000000 Penalty: 5388.982910
	Iteration 15Q: 3 clusters Score -6814716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -6814746.000000 Penalty: 5388.982910
	Iteration 16Q: 3 clusters Score -6814746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -6814757.000000 Penalty: 5388.982910
	Iteration 17Q: 3 clusters Score -6814757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -6814769.000000 Penalty: 5388.982910
	Iteration 18Q: 3 clusters Score -6814769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -6814773.500000 Penalty: 5388.982910
	Iteration 19Q: 3 clusters Score -6814774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -6814789.000000 Penalty: 5388.982910
	Iteration 20F: 3 clusters Score -6814789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -6814805.000000 Penalty: 5388.982910
	Iteration 21Q: 3 clusters Score -6814805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -6814802.000000 Penalty: 5388.982910
	Iteration 22Q: 3 clusters Score -6814802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -6814808.500000 Penalty: 5388.982910
	Iteration 23Q: 3 clusters Score -6814808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -6814808.500000 Penalty: 5388.982910
	Iteration 24Q: 3 clusters Score -6814808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -6814811.000000 Penalty: 5388.982910
	Iteration 25Q: 3 clusters Score -6814811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -6814811.000000 Penalty: 5388.982910
	Iteration 26F: 3 clusters Score -6814811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Entering Unmasked Estep 
Score: -2432325.250000 Penalty: 2452.480225
	Iteration 0F: 2 clusters Score -2432325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2418415.000000 Penalty: 4904.960449
	Iteration 0F: 3 clusters Score -2418415 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2423325.750000 Penalty: 4904.960449
	Iteration 1F: 3 clusters Score -2423326 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2424127.750000 Penalty: 4904.960449
	Iteration 2F: 3 clusters Score -2424128 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2425076.750000 Penalty: 4904.960449
	Iteration 3F: 3 clusters Score -2425077 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2426036.750000 Penalty: 4904.960449
	Iteration 4F: 3 clusters Score -2426037 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2426928.750000 Penalty: 4904.960449
	Iteration 5F: 3 clusters Score -2426929 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2427642.750000 Penalty: 4904.960449
	Iteration 6F: 3 clusters Score -2427643 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2428209.000000 Penalty: 4904.960449
	Iteration 7Q: 3 clusters Score -2428209 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2428740.500000 Penalty: 4904.960449
	Iteration 8Q: 3 clusters Score -2428740 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2429204.500000 Penalty: 4904.960449
	Iteration 9Q: 3 clusters Score -2429204 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2429510.000000 Penalty: 4904.960449
	Iteration 10Q: 3 clusters Score -2429510 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2429740.750000 Penalty: 4904.960449
	Iteration 11Q: 3 clusters Score -2429741 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2429929.750000 Penalty: 4904.960449
	Iteration 12Q: 3 clusters Score -2429930 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2430034.500000 Penalty: 4904.960449
	Iteration 13Q: 3 clusters Score -2430034 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2430143.750000 Penalty: 4904.960449
	Iteration 14Q: 3 clusters Score -2430144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2430194.500000 Penalty: 4904.960449
	Iteration 15Q: 3 clusters Score -2430194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2430227.750000 Penalty: 4904.960449
	Iteration 16Q: 3 clusters Score -2430228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2430258.500000 Penalty: 4904.960449
	Iteration 17Q: 3 clusters Score -2430258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2430264.500000 Penalty: 4904.960449
	Iteration 18Q: 3 clusters Score -2430264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2430274.500000 Penalty: 4904.960449
	Iteration 19Q: 3 clusters Score -2430274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2430288.500000 Penalty: 4904.960449
	Iteration 20F: 3 clusters Score -2430288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2430290.250000 Penalty: 4904.960449
	Iteration 21Q: 3 clusters Score -2430290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2430295.750000 Penalty: 4904.960449
	Iteration 22Q: 3 clusters Score -2430296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2430293.750000 Penalty: 4904.960449
	Iteration 23Q: 3 clusters Score -2430294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2430300.000000 Penalty: 4904.960449
	Iteration 24Q: 3 clusters Score -2430300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2430300.000000 Penalty: 4904.960449
	Iteration 25F: 3 clusters Score -2430300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Entering Unmasked Estep 
Score: -955358.500000 Penalty: 2224.162354
	Iteration 0F: 2 clusters Score -955358.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -949051.812500 Penalty: 4448.324707
	Iteration 0F: 3 clusters Score -949051.8 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -950807.875000 Penalty: 4448.324707
	Iteration 1F: 3 clusters Score -950807.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -951099.687500 Penalty: 4448.324707
	Iteration 2F: 3 clusters Score -951099.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -951297.750000 Penalty: 4448.324707
	Iteration 3F: 3 clusters Score -951297.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -951429.375000 Penalty: 4448.324707
	Iteration 4Q: 3 clusters Score -951429.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -951539.312500 Penalty: 4448.324707
	Iteration 5Q: 3 clusters Score -951539.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -951648.875000 Penalty: 4448.324707
	Iteration 6Q: 3 clusters Score -951648.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -951756.062500 Penalty: 4448.324707
	Iteration 7Q: 3 clusters Score -951756.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -951866.875000 Penalty: 4448.324707
	Iteration 8Q: 3 clusters Score -951866.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -952000.250000 Penalty: 4448.324707
	Iteration 9Q: 3 clusters Score -952000.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -952160.312500 Penalty: 4448.324707
	Iteration 10Q: 3 clusters Score -952160.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -952327.750000 Penalty: 4448.324707
	Iteration 11Q: 3 clusters Score -952327.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -952496.625000 Penalty: 4448.324707
	Iteration 12Q: 3 clusters Score -952496.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -952645.812500 Penalty: 4448.324707
	Iteration 13Q: 3 clusters Score -952645.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -952802.562500 Penalty: 4448.324707
	Iteration 14Q: 3 clusters Score -952802.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -952937.562500 Penalty: 4448.324707
	Iteration 15Q: 3 clusters Score -952937.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -953052.187500 Penalty: 4448.324707
	Iteration 16Q: 3 clusters Score -953052.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -953151.312500 Penalty: 4448.324707
	Iteration 17Q: 3 clusters Score -953151.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -953237.937500 Penalty: 4448.324707
	Iteration 18Q: 3 clusters Score -953237.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -953301.437500 Penalty: 4448.324707
	Iteration 19Q: 3 clusters Score -953301.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -953345.937500 Penalty: 4448.324707
	Iteration 20F: 3 clusters Score -953345.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -953377.812500 Penalty: 4448.324707
	Iteration 21Q: 3 clusters Score -953377.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -953396.562500 Penalty: 4448.324707
	Iteration 22Q: 3 clusters Score -953396.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -953416.000000 Penalty: 4448.324707
	Iteration 23Q: 3 clusters Score -953416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -953432.625000 Penalty: 4448.324707
	Iteration 24Q: 3 clusters Score -953432.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -953446.625000 Penalty: 4448.324707
	Iteration 25Q: 3 clusters Score -953446.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -953460.062500 Penalty: 4448.324707
	Iteration 26Q: 3 clusters Score -953460.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -953468.375000 Penalty: 4448.324707
	Iteration 27Q: 3 clusters Score -953468.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -953477.187500 Penalty: 4448.324707
	Iteration 28Q: 3 clusters Score -953477.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -953485.625000 Penalty: 4448.324707
	Iteration 29Q: 3 clusters Score -953485.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -953488.250000 Penalty: 4448.324707
	Iteration 30Q: 3 clusters Score -953488.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -953490.312500 Penalty: 4448.324707
	Iteration 31Q: 3 clusters Score -953490.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -953491.187500 Penalty: 4448.324707
	Iteration 32Q: 3 clusters Score -953491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -953491.625000 Penalty: 4448.324707
	Iteration 33Q: 3 clusters Score -953491.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -953495.437500 Penalty: 4448.324707
	Iteration 34Q: 3 clusters Score -953495.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -953500.187500 Penalty: 4448.324707
	Iteration 35Q: 3 clusters Score -953500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -953504.062500 Penalty: 4448.324707
	Iteration 36Q: 3 clusters Score -953504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -953504.750000 Penalty: 4448.324707
	Iteration 37Q: 3 clusters Score -953504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -953508.812500 Penalty: 4448.324707
	Iteration 38Q: 3 clusters Score -953508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -953509.000000 Penalty: 4448.324707
	Iteration 39Q: 3 clusters Score -953509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -953510.812500 Penalty: 4448.324707
	Iteration 40F: 3 clusters Score -953510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -953511.625000 Penalty: 4448.324707
	Iteration 41Q: 3 clusters Score -953511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -953511.625000 Penalty: 4448.324707
	Iteration 42F: 3 clusters Score -953511.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Entering Unmasked Estep 
Score: -519185.406250 Penalty: 2069.319336
	Iteration 0F: 2 clusters Score -519185.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -515202.968750 Penalty: 4138.638672
	Iteration 0F: 3 clusters Score -515203 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -516196.250000 Penalty: 4138.638672
	Iteration 1F: 3 clusters Score -516196.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -516522.031250 Penalty: 4138.638672
	Iteration 2F: 3 clusters Score -516522 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -516785.093750 Penalty: 4138.638672
	Iteration 3F: 3 clusters Score -516785.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -516995.250000 Penalty: 4138.638672
	Iteration 4F: 3 clusters Score -516995.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -517159.156250 Penalty: 4138.638672
	Iteration 5F: 3 clusters Score -517159.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -517269.875000 Penalty: 4138.638672
	Iteration 6Q: 3 clusters Score -517269.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -517356.562500 Penalty: 4138.638672
	Iteration 7Q: 3 clusters Score -517356.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -517439.187500 Penalty: 4138.638672
	Iteration 8Q: 3 clusters Score -517439.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -517523.500000 Penalty: 4138.638672
	Iteration 9Q: 3 clusters Score -517523.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -517571.406250 Penalty: 4138.638672
	Iteration 10Q: 3 clusters Score -517571.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -517608.187500 Penalty: 4138.638672
	Iteration 11Q: 3 clusters Score -517608.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -517636.031250 Penalty: 4138.638672
	Iteration 12Q: 3 clusters Score -517636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -517654.593750 Penalty: 4138.638672
	Iteration 13Q: 3 clusters Score -517654.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -517666.218750 Penalty: 4138.638672
	Iteration 14Q: 3 clusters Score -517666.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -517678.093750 Penalty: 4138.638672
	Iteration 15Q: 3 clusters Score -517678.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -517688.562500 Penalty: 4138.638672
	Iteration 16Q: 3 clusters Score -517688.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -517698.593750 Penalty: 4138.638672
	Iteration 17Q: 3 clusters Score -517698.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -517708.156250 Penalty: 4138.638672
	Iteration 18Q: 3 clusters Score -517708.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -517718.250000 Penalty: 4138.638672
	Iteration 19Q: 3 clusters Score -517718.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -517726.187500 Penalty: 4138.638672
	Iteration 20F: 3 clusters Score -517726.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -517733.187500 Penalty: 4138.638672
	Iteration 21Q: 3 clusters Score -517733.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -517739.593750 Penalty: 4138.638672
	Iteration 22Q: 3 clusters Score -517739.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -517745.312500 Penalty: 4138.638672
	Iteration 23Q: 3 clusters Score -517745.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -517751.531250 Penalty: 4138.638672
	Iteration 24Q: 3 clusters Score -517751.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -517756.281250 Penalty: 4138.638672
	Iteration 25Q: 3 clusters Score -517756.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -517758.687500 Penalty: 4138.638672
	Iteration 26Q: 3 clusters Score -517758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -517763.000000 Penalty: 4138.638672
	Iteration 27Q: 3 clusters Score -517763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -517766.156250 Penalty: 4138.638672
	Iteration 28Q: 3 clusters Score -517766.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -517769.093750 Penalty: 4138.638672
	Iteration 29Q: 3 clusters Score -517769.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -517774.125000 Penalty: 4138.638672
	Iteration 30Q: 3 clusters Score -517774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -517775.656250 Penalty: 4138.638672
	Iteration 31Q: 3 clusters Score -517775.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -517779.093750 Penalty: 4138.638672
	Iteration 32Q: 3 clusters Score -517779.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -517781.250000 Penalty: 4138.638672
	Iteration 33Q: 3 clusters Score -517781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -517782.750000 Penalty: 4138.638672
	Iteration 34Q: 3 clusters Score -517782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -517782.656250 Penalty: 4138.638672
	Iteration 35Q: 3 clusters Score -517782.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -517783.343750 Penalty: 4138.638672
	Iteration 36Q: 3 clusters Score -517783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -517784.843750 Penalty: 4138.638672
	Iteration 37Q: 3 clusters Score -517784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -517784.031250 Penalty: 4138.638672
	Iteration 38Q: 3 clusters Score -517784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -517784.031250 Penalty: 4138.638672
	Iteration 39F: 3 clusters Score -517784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -93178.234375 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -93178.23 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 390 members 
Entering Unmasked Estep 
Score: -91460.960938 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -91460.96 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91712.335938 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -91712.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91823.257812 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -91823.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91871.195312 Penalty: 3302.373535
	Iteration 3Q: 3 clusters Score -91871.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91906.125000 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -91906.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91918.718750 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -91918.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -91935.039062 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -91935.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -91952.609375 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -91952.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -91969.351562 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -91969.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -91980.867188 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -91980.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -91996.203125 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -91996.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -92022.937500 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -92022.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -92052.320312 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -92052.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -92073.265625 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -92073.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -92085.343750 Penalty: 3302.373535
	Iteration 14Q: 3 clusters Score -92085.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -92088.820312 Penalty: 3302.373535
	Iteration 15Q: 3 clusters Score -92088.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -92093.312500 Penalty: 3302.373535
	Iteration 16Q: 3 clusters Score -92093.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92105.078125 Penalty: 3302.373535
	Iteration 17Q: 3 clusters Score -92105.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92123.429688 Penalty: 3302.373535
	Iteration 18Q: 3 clusters Score -92123.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -92130.445312 Penalty: 3302.373535
	Iteration 19Q: 3 clusters Score -92130.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -92148.039062 Penalty: 3302.373535
	Iteration 20F: 3 clusters Score -92148.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -92153.570312 Penalty: 3302.373535
	Iteration 21Q: 3 clusters Score -92153.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -92165.367188 Penalty: 3302.373535
	Iteration 22Q: 3 clusters Score -92165.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -92172.890625 Penalty: 3302.373535
	Iteration 23Q: 3 clusters Score -92172.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -92175.890625 Penalty: 3302.373535
	Iteration 24Q: 3 clusters Score -92175.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -92178.898438 Penalty: 3302.373535
	Iteration 25Q: 3 clusters Score -92178.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -92182.921875 Penalty: 3302.373535
	Iteration 26Q: 3 clusters Score -92182.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -92182.921875 Penalty: 3302.373535
	Iteration 27F: 3 clusters Score -92182.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Entering Unmasked Estep 
Score: -1619436.875000 Penalty: 2358.333008
	Iteration 0F: 2 clusters Score -1619437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1609546.375000 Penalty: 4716.666016
	Iteration 0F: 3 clusters Score -1609546 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1612525.750000 Penalty: 4716.666016
	Iteration 1F: 3 clusters Score -1612526 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1612964.500000 Penalty: 4716.666016
	Iteration 2F: 3 clusters Score -1612964 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1613310.125000 Penalty: 4716.666016
	Iteration 3F: 3 clusters Score -1613310 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1613623.750000 Penalty: 4716.666016
	Iteration 4Q: 3 clusters Score -1613624 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1613930.500000 Penalty: 4716.666016
	Iteration 5Q: 3 clusters Score -1613930 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1614225.000000 Penalty: 4716.666016
	Iteration 6Q: 3 clusters Score -1614225 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1614575.875000 Penalty: 4716.666016
	Iteration 7Q: 3 clusters Score -1614576 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1614937.250000 Penalty: 4716.666016
	Iteration 8Q: 3 clusters Score -1614937 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1615292.625000 Penalty: 4716.666016
	Iteration 9Q: 3 clusters Score -1615293 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1615625.375000 Penalty: 4716.666016
	Iteration 10Q: 3 clusters Score -1615625 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1615900.875000 Penalty: 4716.666016
	Iteration 11Q: 3 clusters Score -1615901 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1616147.000000 Penalty: 4716.666016
	Iteration 12Q: 3 clusters Score -1616147 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1616343.000000 Penalty: 4716.666016
	Iteration 13Q: 3 clusters Score -1616343 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1616509.750000 Penalty: 4716.666016
	Iteration 14Q: 3 clusters Score -1616510 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1616663.625000 Penalty: 4716.666016
	Iteration 15Q: 3 clusters Score -1616664 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1616804.000000 Penalty: 4716.666016
	Iteration 16Q: 3 clusters Score -1616804 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1616909.500000 Penalty: 4716.666016
	Iteration 17Q: 3 clusters Score -1616910 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1616970.250000 Penalty: 4716.666016
	Iteration 18Q: 3 clusters Score -1616970 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1617022.750000 Penalty: 4716.666016
	Iteration 19Q: 3 clusters Score -1617023 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1617081.250000 Penalty: 4716.666016
	Iteration 20F: 3 clusters Score -1617081 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1617123.000000 Penalty: 4716.666016
	Iteration 21Q: 3 clusters Score -1617123 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1617162.250000 Penalty: 4716.666016
	Iteration 22Q: 3 clusters Score -1617162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1617181.250000 Penalty: 4716.666016
	Iteration 23Q: 3 clusters Score -1617181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1617201.625000 Penalty: 4716.666016
	Iteration 24Q: 3 clusters Score -1617202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1617210.750000 Penalty: 4716.666016
	Iteration 25Q: 3 clusters Score -1617211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1617218.250000 Penalty: 4716.666016
	Iteration 26Q: 3 clusters Score -1617218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1617228.125000 Penalty: 4716.666016
	Iteration 27Q: 3 clusters Score -1617228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1617238.125000 Penalty: 4716.666016
	Iteration 28Q: 3 clusters Score -1617238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1617253.500000 Penalty: 4716.666016
	Iteration 29Q: 3 clusters Score -1617254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1617265.625000 Penalty: 4716.666016
	Iteration 30Q: 3 clusters Score -1617266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1617277.250000 Penalty: 4716.666016
	Iteration 31Q: 3 clusters Score -1617277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1617286.125000 Penalty: 4716.666016
	Iteration 32Q: 3 clusters Score -1617286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1617292.500000 Penalty: 4716.666016
	Iteration 33Q: 3 clusters Score -1617292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1617305.250000 Penalty: 4716.666016
	Iteration 34Q: 3 clusters Score -1617305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1617313.625000 Penalty: 4716.666016
	Iteration 35Q: 3 clusters Score -1617314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1617321.625000 Penalty: 4716.666016
	Iteration 36Q: 3 clusters Score -1617322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1617325.250000 Penalty: 4716.666016
	Iteration 37Q: 3 clusters Score -1617325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1617332.250000 Penalty: 4716.666016
	Iteration 38Q: 3 clusters Score -1617332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1617336.875000 Penalty: 4716.666016
	Iteration 39Q: 3 clusters Score -1617337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1617336.500000 Penalty: 4716.666016
	Iteration 40F: 3 clusters Score -1617336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1617341.125000 Penalty: 4716.666016
	Iteration 41Q: 3 clusters Score -1617341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1617342.250000 Penalty: 4716.666016
	Iteration 42Q: 3 clusters Score -1617342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1617348.500000 Penalty: 4716.666016
	Iteration 43Q: 3 clusters Score -1617348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1617347.875000 Penalty: 4716.666016
	Iteration 44Q: 3 clusters Score -1617348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1617351.375000 Penalty: 4716.666016
	Iteration 45Q: 3 clusters Score -1617351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1617349.250000 Penalty: 4716.666016
	Iteration 46Q: 3 clusters Score -1617349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1617352.750000 Penalty: 4716.666016
	Iteration 47Q: 3 clusters Score -1617353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1617350.625000 Penalty: 4716.666016
	Iteration 48Q: 3 clusters Score -1617351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1617350.750000 Penalty: 4716.666016
	Iteration 49Q: 3 clusters Score -1617351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1617353.250000 Penalty: 4716.666016
	Iteration 50Q: 3 clusters Score -1617353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1617353.375000 Penalty: 4716.666016
	Iteration 51Q: 3 clusters Score -1617353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1617354.750000 Penalty: 4716.666016
	Iteration 52Q: 3 clusters Score -1617355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1617354.750000 Penalty: 4716.666016
	Iteration 53F: 3 clusters Score -1617355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Entering Unmasked Estep 
Score: -1003407.125000 Penalty: 2226.520020
	Iteration 0F: 2 clusters Score -1003407 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 3926 members 
Entering Unmasked Estep 
Score: -996997.375000 Penalty: 4453.040039
	Iteration 0F: 3 clusters Score -996997.4 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -998695.687500 Penalty: 4453.040039
	Iteration 1F: 3 clusters Score -998695.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -998947.937500 Penalty: 4453.040039
	Iteration 2F: 3 clusters Score -998947.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -999132.125000 Penalty: 4453.040039
	Iteration 3F: 3 clusters Score -999132.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -999267.750000 Penalty: 4453.040039
	Iteration 4Q: 3 clusters Score -999267.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -999358.375000 Penalty: 4453.040039
	Iteration 5Q: 3 clusters Score -999358.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -999455.687500 Penalty: 4453.040039
	Iteration 6Q: 3 clusters Score -999455.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -999553.000000 Penalty: 4453.040039
	Iteration 7Q: 3 clusters Score -999553 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -999644.687500 Penalty: 4453.040039
	Iteration 8Q: 3 clusters Score -999644.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -999763.750000 Penalty: 4453.040039
	Iteration 9Q: 3 clusters Score -999763.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -999914.375000 Penalty: 4453.040039
	Iteration 10Q: 3 clusters Score -999914.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1000108.125000 Penalty: 4453.040039
	Iteration 11Q: 3 clusters Score -1000108 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1000326.250000 Penalty: 4453.040039
	Iteration 12Q: 3 clusters Score -1000326 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1000587.625000 Penalty: 4453.040039
	Iteration 13Q: 3 clusters Score -1000588 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1000829.000000 Penalty: 4453.040039
	Iteration 14Q: 3 clusters Score -1000829 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1001047.687500 Penalty: 4453.040039
	Iteration 15Q: 3 clusters Score -1001048 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1001211.125000 Penalty: 4453.040039
	Iteration 16Q: 3 clusters Score -1001211 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1001337.625000 Penalty: 4453.040039
	Iteration 17Q: 3 clusters Score -1001338 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1001443.625000 Penalty: 4453.040039
	Iteration 18Q: 3 clusters Score -1001444 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1001545.125000 Penalty: 4453.040039
	Iteration 19Q: 3 clusters Score -1001545 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1001625.625000 Penalty: 4453.040039
	Iteration 20F: 3 clusters Score -1001626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1001680.375000 Penalty: 4453.040039
	Iteration 21Q: 3 clusters Score -1001680 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1001722.875000 Penalty: 4453.040039
	Iteration 22Q: 3 clusters Score -1001723 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1001758.250000 Penalty: 4453.040039
	Iteration 23Q: 3 clusters Score -1001758 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1001787.312500 Penalty: 4453.040039
	Iteration 24Q: 3 clusters Score -1001787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1001815.062500 Penalty: 4453.040039
	Iteration 25Q: 3 clusters Score -1001815 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1001837.500000 Penalty: 4453.040039
	Iteration 26Q: 3 clusters Score -1001838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1001845.312500 Penalty: 4453.040039
	Iteration 27Q: 3 clusters Score -1001845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1001851.937500 Penalty: 4453.040039
	Iteration 28Q: 3 clusters Score -1001852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1001862.437500 Penalty: 4453.040039
	Iteration 29Q: 3 clusters Score -1001862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1001869.875000 Penalty: 4453.040039
	Iteration 30Q: 3 clusters Score -1001870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1001877.125000 Penalty: 4453.040039
	Iteration 31Q: 3 clusters Score -1001877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1001882.187500 Penalty: 4453.040039
	Iteration 32Q: 3 clusters Score -1001882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1001881.062500 Penalty: 4453.040039
	Iteration 33Q: 3 clusters Score -1001881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1001881.875000 Penalty: 4453.040039
	Iteration 34Q: 3 clusters Score -1001882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1001881.375000 Penalty: 4453.040039
	Iteration 35Q: 3 clusters Score -1001881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1001881.375000 Penalty: 4453.040039
	Iteration 36F: 3 clusters Score -1001881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Entering Unmasked Estep 
Score: -1644254.375000 Penalty: 2348.198486
	Iteration 0F: 2 clusters Score -1644254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1634730.250000 Penalty: 4696.396973
	Iteration 0F: 3 clusters Score -1634730 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1637689.750000 Penalty: 4696.396973
	Iteration 1F: 3 clusters Score -1637690 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1638024.625000 Penalty: 4696.396973
	Iteration 2F: 3 clusters Score -1638025 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1638264.500000 Penalty: 4696.396973
	Iteration 3Q: 3 clusters Score -1638264 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1638490.625000 Penalty: 4696.396973
	Iteration 4Q: 3 clusters Score -1638491 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1638756.750000 Penalty: 4696.396973
	Iteration 5Q: 3 clusters Score -1638757 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1639042.625000 Penalty: 4696.396973
	Iteration 6Q: 3 clusters Score -1639043 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1639349.750000 Penalty: 4696.396973
	Iteration 7Q: 3 clusters Score -1639350 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1639702.125000 Penalty: 4696.396973
	Iteration 8Q: 3 clusters Score -1639702 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1640050.750000 Penalty: 4696.396973
	Iteration 9Q: 3 clusters Score -1640051 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1640423.750000 Penalty: 4696.396973
	Iteration 10Q: 3 clusters Score -1640424 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1640733.375000 Penalty: 4696.396973
	Iteration 11Q: 3 clusters Score -1640733 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1640986.375000 Penalty: 4696.396973
	Iteration 12Q: 3 clusters Score -1640986 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1641172.375000 Penalty: 4696.396973
	Iteration 13Q: 3 clusters Score -1641172 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1641310.125000 Penalty: 4696.396973
	Iteration 14Q: 3 clusters Score -1641310 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1641414.250000 Penalty: 4696.396973
	Iteration 15Q: 3 clusters Score -1641414 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1641503.750000 Penalty: 4696.396973
	Iteration 16Q: 3 clusters Score -1641504 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1641574.375000 Penalty: 4696.396973
	Iteration 17Q: 3 clusters Score -1641574 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1641635.375000 Penalty: 4696.396973
	Iteration 18Q: 3 clusters Score -1641635 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1641698.750000 Penalty: 4696.396973
	Iteration 19Q: 3 clusters Score -1641699 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1641744.625000 Penalty: 4696.396973
	Iteration 20F: 3 clusters Score -1641745 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1641791.500000 Penalty: 4696.396973
	Iteration 21Q: 3 clusters Score -1641792 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1641842.000000 Penalty: 4696.396973
	Iteration 22Q: 3 clusters Score -1641842 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1641892.375000 Penalty: 4696.396973
	Iteration 23Q: 3 clusters Score -1641892 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1641949.125000 Penalty: 4696.396973
	Iteration 24Q: 3 clusters Score -1641949 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1642010.625000 Penalty: 4696.396973
	Iteration 25Q: 3 clusters Score -1642011 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1642074.375000 Penalty: 4696.396973
	Iteration 26Q: 3 clusters Score -1642074 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1642131.750000 Penalty: 4696.396973
	Iteration 27Q: 3 clusters Score -1642132 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1642185.375000 Penalty: 4696.396973
	Iteration 28Q: 3 clusters Score -1642185 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1642227.500000 Penalty: 4696.396973
	Iteration 29Q: 3 clusters Score -1642228 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1642261.375000 Penalty: 4696.396973
	Iteration 30Q: 3 clusters Score -1642261 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1642293.875000 Penalty: 4696.396973
	Iteration 31Q: 3 clusters Score -1642294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1642318.500000 Penalty: 4696.396973
	Iteration 32Q: 3 clusters Score -1642318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1642353.875000 Penalty: 4696.396973
	Iteration 33Q: 3 clusters Score -1642354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1642369.375000 Penalty: 4696.396973
	Iteration 34Q: 3 clusters Score -1642369 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1642396.250000 Penalty: 4696.396973
	Iteration 35Q: 3 clusters Score -1642396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1642408.625000 Penalty: 4696.396973
	Iteration 36Q: 3 clusters Score -1642409 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1642431.875000 Penalty: 4696.396973
	Iteration 37Q: 3 clusters Score -1642432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1642453.875000 Penalty: 4696.396973
	Iteration 38Q: 3 clusters Score -1642454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1642474.750000 Penalty: 4696.396973
	Iteration 39Q: 3 clusters Score -1642475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1642489.250000 Penalty: 4696.396973
	Iteration 40F: 3 clusters Score -1642489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1642491.375000 Penalty: 4696.396973
	Iteration 41Q: 3 clusters Score -1642491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1642494.500000 Penalty: 4696.396973
	Iteration 42Q: 3 clusters Score -1642494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1642498.250000 Penalty: 4696.396973
	Iteration 43Q: 3 clusters Score -1642498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1642503.500000 Penalty: 4696.396973
	Iteration 44Q: 3 clusters Score -1642504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1642505.125000 Penalty: 4696.396973
	Iteration 45Q: 3 clusters Score -1642505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1642507.000000 Penalty: 4696.396973
	Iteration 46Q: 3 clusters Score -1642507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1642513.000000 Penalty: 4696.396973
	Iteration 47Q: 3 clusters Score -1642513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1642514.875000 Penalty: 4696.396973
	Iteration 48Q: 3 clusters Score -1642515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1642515.875000 Penalty: 4696.396973
	Iteration 49Q: 3 clusters Score -1642516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1642516.750000 Penalty: 4696.396973
	Iteration 50Q: 3 clusters Score -1642517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1642522.375000 Penalty: 4696.396973
	Iteration 51Q: 3 clusters Score -1642522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1642524.625000 Penalty: 4696.396973
	Iteration 52Q: 3 clusters Score -1642525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1642523.375000 Penalty: 4696.396973
	Iteration 53Q: 3 clusters Score -1642523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1642530.125000 Penalty: 4696.396973
	Iteration 54Q: 3 clusters Score -1642530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1642530.375000 Penalty: 4696.396973
	Iteration 55Q: 3 clusters Score -1642530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1642539.250000 Penalty: 4696.396973
	Iteration 56Q: 3 clusters Score -1642539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1642538.125000 Penalty: 4696.396973
	Iteration 57Q: 3 clusters Score -1642538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1642538.875000 Penalty: 4696.396973
	Iteration 58Q: 3 clusters Score -1642539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1642544.750000 Penalty: 4696.396973
	Iteration 59Q: 3 clusters Score -1642545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1642543.750000 Penalty: 4696.396973
	Iteration 60F: 3 clusters Score -1642544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1642546.375000 Penalty: 4696.396973
	Iteration 61Q: 3 clusters Score -1642546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1642548.250000 Penalty: 4696.396973
	Iteration 62Q: 3 clusters Score -1642548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1642551.250000 Penalty: 4696.396973
	Iteration 63Q: 3 clusters Score -1642551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1642558.375000 Penalty: 4696.396973
	Iteration 64Q: 3 clusters Score -1642558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1642554.750000 Penalty: 4696.396973
	Iteration 65Q: 3 clusters Score -1642555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1642560.875000 Penalty: 4696.396973
	Iteration 66Q: 3 clusters Score -1642561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1642562.250000 Penalty: 4696.396973
	Iteration 67Q: 3 clusters Score -1642562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1642561.500000 Penalty: 4696.396973
	Iteration 68Q: 3 clusters Score -1642562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1642561.500000 Penalty: 4696.396973
	Iteration 69Q: 3 clusters Score -1642562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1642563.625000 Penalty: 4696.396973
	Iteration 70Q: 3 clusters Score -1642564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1642563.625000 Penalty: 4696.396973
	Iteration 71F: 3 clusters Score -1642564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (80396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Entering Unmasked Estep 
Score: -10384763.000000 Penalty: 2801.090576
	Iteration 0F: 2 clusters Score -1.038476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -10330691.000000 Penalty: 5602.181152
	Iteration 0F: 3 clusters Score -1.033069e+07 nChanged 37710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -10352200.000000 Penalty: 5602.181152
	Iteration 1F: 3 clusters Score -1.03522e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -10352922.000000 Penalty: 5602.181152
	Iteration 2Q: 3 clusters Score -1.035292e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -10353880.000000 Penalty: 5602.181152
	Iteration 3Q: 3 clusters Score -1.035388e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -10355219.000000 Penalty: 5602.181152
	Iteration 4Q: 3 clusters Score -1.035522e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -10357627.000000 Penalty: 5602.181152
	Iteration 5F: 3 clusters Score -1.035763e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -10361554.000000 Penalty: 5602.181152
	Iteration 6F: 3 clusters Score -1.036155e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63420 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -10366855.000000 Penalty: 5602.181152
	Iteration 7F: 3 clusters Score -1.036686e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -10372669.000000 Penalty: 5602.181152
	Iteration 8F: 3 clusters Score -1.037267e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74168 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -10377041.000000 Penalty: 5602.181152
	Iteration 9F: 3 clusters Score -1.037704e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -10379800.000000 Penalty: 5602.181152
	Iteration 10Q: 3 clusters Score -1.03798e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -10381051.000000 Penalty: 5602.181152
	Iteration 11Q: 3 clusters Score -1.038105e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -10381618.000000 Penalty: 5602.181152
	Iteration 12Q: 3 clusters Score -1.038162e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10381923.000000 Penalty: 5602.181152
	Iteration 13Q: 3 clusters Score -1.038192e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10382032.000000 Penalty: 5602.181152
	Iteration 14Q: 3 clusters Score -1.038203e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10382102.000000 Penalty: 5602.181152
	Iteration 15Q: 3 clusters Score -1.03821e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10382127.000000 Penalty: 5602.181152
	Iteration 16Q: 3 clusters Score -1.038213e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10382155.000000 Penalty: 5602.181152
	Iteration 17Q: 3 clusters Score -1.038216e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10382181.000000 Penalty: 5602.181152
	Iteration 18Q: 3 clusters Score -1.038218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10382200.000000 Penalty: 5602.181152
	Iteration 19Q: 3 clusters Score -1.03822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10382205.000000 Penalty: 5602.181152
	Iteration 20F: 3 clusters Score -1.03822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10382241.000000 Penalty: 5602.181152
	Iteration 21Q: 3 clusters Score -1.038224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10382261.000000 Penalty: 5602.181152
	Iteration 22Q: 3 clusters Score -1.038226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10382259.000000 Penalty: 5602.181152
	Iteration 23Q: 3 clusters Score -1.038226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10382275.000000 Penalty: 5602.181152
	Iteration 24Q: 3 clusters Score -1.038228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10382280.000000 Penalty: 5602.181152
	Iteration 25Q: 3 clusters Score -1.038228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10382285.000000 Penalty: 5602.181152
	Iteration 26Q: 3 clusters Score -1.038228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79965 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10382295.000000 Penalty: 5602.181152
	Iteration 27Q: 3 clusters Score -1.03823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10382310.000000 Penalty: 5602.181152
	Iteration 28Q: 3 clusters Score -1.038231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10382318.000000 Penalty: 5602.181152
	Iteration 29Q: 3 clusters Score -1.038232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10382318.000000 Penalty: 5602.181152
	Iteration 30Q: 3 clusters Score -1.038232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10382315.000000 Penalty: 5602.181152
	Iteration 31Q: 3 clusters Score -1.038232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10382322.000000 Penalty: 5602.181152
	Iteration 32Q: 3 clusters Score -1.038232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10382324.000000 Penalty: 5602.181152
	Iteration 33Q: 3 clusters Score -1.038232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10382335.000000 Penalty: 5602.181152
	Iteration 34Q: 3 clusters Score -1.038234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10382342.000000 Penalty: 5602.181152
	Iteration 35Q: 3 clusters Score -1.038234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10382340.000000 Penalty: 5602.181152
	Iteration 36Q: 3 clusters Score -1.038234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10382340.000000 Penalty: 5602.181152
	Iteration 37F: 3 clusters Score -1.038234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -117653.273438 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -117653.3 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 515 members 
Entering Unmasked Estep 
Score: -115779.335938 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -115779.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -116297.000000 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -116297 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -116555.328125 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -116555.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -116739.859375 Penalty: 3446.176758
	Iteration 3F: 3 clusters Score -116739.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116877.585938 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -116877.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117022.539062 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -117022.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -117233.687500 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -117233.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -117501.648438 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -117501.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -117728.726562 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -117728.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -117886.132812 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -117886.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -118036.593750 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -118036.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118142.718750 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -118142.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -118196.804688 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -118196.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -118235.765625 Penalty: 3446.176758
	Iteration 13Q: 3 clusters Score -118235.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118270.937500 Penalty: 3446.176758
	Iteration 14Q: 3 clusters Score -118270.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -118295.804688 Penalty: 3446.176758
	Iteration 15Q: 3 clusters Score -118295.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -118392.640625 Penalty: 3446.176758
	Iteration 16Q: 3 clusters Score -118392.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -118572.312500 Penalty: 3446.176758
	Iteration 17Q: 3 clusters Score -118572.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -118748.601562 Penalty: 3446.176758
	Iteration 18Q: 3 clusters Score -118748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118792.726562 Penalty: 3446.176758
	Iteration 19Q: 3 clusters Score -118792.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118800.796875 Penalty: 3446.176758
	Iteration 20F: 3 clusters Score -118800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100928 members 
Mstep: Class 4 contains 289718 members 
Mstep: Class 5 contains 35542 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 150802 members 
Mstep: Class 8 contains 56462 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44475 members 
Mstep: Class 11 contains 121452 members 
Mstep: Class 12 contains 101436 members 
Mstep: Class 13 contains 15837 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31444 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59748 members 
Mstep: Class 20 contains 52307 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80396 members 
Mstep: Class 29 contains 539 members 
Mstep: Class 30 contains 1510 members 
Mstep: Class 31 contains 502 members 
Entering Unmasked Estep 
Score: -157737328.000000 Penalty: 108024.484375
Splitting cluster 29 changes total score from -157737952.000000 to -157737328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -180995.046875 Penalty: 1815.326416
	Iteration 0F: 2 clusters Score -180995 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 768 members 
Entering Unmasked Estep 
Score: -178662.078125 Penalty: 3630.652832
	Iteration 0F: 3 clusters Score -178662.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -179105.796875 Penalty: 3630.652832
	Iteration 1F: 3 clusters Score -179105.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -179303.406250 Penalty: 3630.652832
	Iteration 2F: 3 clusters Score -179303.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -179394.218750 Penalty: 3630.652832
	Iteration 3F: 3 clusters Score -179394.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -179447.296875 Penalty: 3630.652832
	Iteration 4Q: 3 clusters Score -179447.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -179493.093750 Penalty: 3630.652832
	Iteration 5Q: 3 clusters Score -179493.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -179558.703125 Penalty: 3630.652832
	Iteration 6Q: 3 clusters Score -179558.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -179654.046875 Penalty: 3630.652832
	Iteration 7Q: 3 clusters Score -179654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -179762.593750 Penalty: 3630.652832
	Iteration 8Q: 3 clusters Score -179762.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -179888.968750 Penalty: 3630.652832
	Iteration 9Q: 3 clusters Score -179889 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -180018.296875 Penalty: 3630.652832
	Iteration 10F: 3 clusters Score -180018.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -180097.171875 Penalty: 3630.652832
	Iteration 11Q: 3 clusters Score -180097.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -180136.703125 Penalty: 3630.652832
	Iteration 12Q: 3 clusters Score -180136.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -180168.921875 Penalty: 3630.652832
	Iteration 13Q: 3 clusters Score -180168.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -180189.609375 Penalty: 3630.652832
	Iteration 14Q: 3 clusters Score -180189.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -180205.562500 Penalty: 3630.652832
	Iteration 15Q: 3 clusters Score -180205.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -180218.296875 Penalty: 3630.652832
	Iteration 16Q: 3 clusters Score -180218.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -180235.500000 Penalty: 3630.652832
	Iteration 17Q: 3 clusters Score -180235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -180242.312500 Penalty: 3630.652832
	Iteration 18Q: 3 clusters Score -180242.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -180243.171875 Penalty: 3630.652832
	Iteration 19Q: 3 clusters Score -180243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -180243.171875 Penalty: 3630.652832
	Iteration 20F: 3 clusters Score -180243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100928 members 
Mstep: Class 4 contains 289718 members 
Mstep: Class 5 contains 35542 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 150802 members 
Mstep: Class 8 contains 56462 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44475 members 
Mstep: Class 11 contains 121452 members 
Mstep: Class 12 contains 101436 members 
Mstep: Class 13 contains 15837 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31444 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59748 members 
Mstep: Class 20 contains 52307 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80396 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737936.000000 Penalty: 104539.820312
Iteration 199Q: 31 clusters Score -1.577379e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100928 members 
Mstep: Class 4 contains 289743 members 
Mstep: Class 5 contains 35541 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 150802 members 
Mstep: Class 8 contains 56471 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44477 members 
Mstep: Class 11 contains 121418 members 
Mstep: Class 12 contains 101437 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31442 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59755 members 
Mstep: Class 20 contains 52307 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80389 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737840.000000 Penalty: 104539.820312
Iteration 200F: 31 clusters Score -1.577378e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100929 members 
Mstep: Class 4 contains 289777 members 
Mstep: Class 5 contains 35539 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 150803 members 
Mstep: Class 8 contains 56473 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44478 members 
Mstep: Class 11 contains 121383 members 
Mstep: Class 12 contains 101438 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31438 members 
Mstep: Class 18 contains 8263 members 
Mstep: Class 19 contains 59756 members 
Mstep: Class 20 contains 52307 members 
Mstep: Class 21 contains 19714 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12945 members 
Mstep: Class 28 contains 80388 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737792.000000 Penalty: 104539.820312
Iteration 201Q: 31 clusters Score -1.577378e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100929 members 
Mstep: Class 4 contains 289812 members 
Mstep: Class 5 contains 35545 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 150800 members 
Mstep: Class 8 contains 56472 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44478 members 
Mstep: Class 11 contains 121341 members 
Mstep: Class 12 contains 101438 members 
Mstep: Class 13 contains 15836 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4577 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31436 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 59763 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19714 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12945 members 
Mstep: Class 28 contains 80388 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737776.000000 Penalty: 104539.820312
Iteration 202Q: 31 clusters Score -1.577378e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100926 members 
Mstep: Class 4 contains 289834 members 
Mstep: Class 5 contains 35544 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150798 members 
Mstep: Class 8 contains 56472 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44480 members 
Mstep: Class 11 contains 121315 members 
Mstep: Class 12 contains 101436 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4582 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 59770 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19715 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12945 members 
Mstep: Class 28 contains 80389 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 104539.820312
Iteration 203Q: 31 clusters Score -1.577377e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100926 members 
Mstep: Class 4 contains 289856 members 
Mstep: Class 5 contains 35541 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150797 members 
Mstep: Class 8 contains 56475 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44483 members 
Mstep: Class 11 contains 121288 members 
Mstep: Class 12 contains 101436 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4583 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31428 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 59776 members 
Mstep: Class 20 contains 52307 members 
Mstep: Class 21 contains 19715 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80390 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737776.000000 Penalty: 104539.820312
Iteration 204Q: 31 clusters Score -1.577378e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100925 members 
Mstep: Class 4 contains 289878 members 
Mstep: Class 5 contains 35546 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150795 members 
Mstep: Class 8 contains 56479 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44485 members 
Mstep: Class 11 contains 121258 members 
Mstep: Class 12 contains 101435 members 
Mstep: Class 13 contains 15840 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31424 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 59778 members 
Mstep: Class 20 contains 52307 members 
Mstep: Class 21 contains 19716 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80390 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737792.000000 Penalty: 104539.820312
Iteration 205Q: 31 clusters Score -1.577378e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100926 members 
Mstep: Class 4 contains 289905 members 
Mstep: Class 5 contains 35554 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150789 members 
Mstep: Class 8 contains 56481 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44486 members 
Mstep: Class 11 contains 121225 members 
Mstep: Class 12 contains 101433 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31422 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 59780 members 
Mstep: Class 20 contains 52307 members 
Mstep: Class 21 contains 19717 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13482 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80391 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737696.000000 Penalty: 104539.820312
Iteration 206Q: 31 clusters Score -1.577377e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100924 members 
Mstep: Class 4 contains 289932 members 
Mstep: Class 5 contains 35559 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150790 members 
Mstep: Class 8 contains 56481 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44486 members 
Mstep: Class 11 contains 121200 members 
Mstep: Class 12 contains 101433 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31421 members 
Mstep: Class 18 contains 8257 members 
Mstep: Class 19 contains 59778 members 
Mstep: Class 20 contains 52304 members 
Mstep: Class 21 contains 19716 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13483 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80388 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737808.000000 Penalty: 104539.820312
Iteration 207Q: 31 clusters Score -1.577378e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100923 members 
Mstep: Class 4 contains 289948 members 
Mstep: Class 5 contains 35562 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150789 members 
Mstep: Class 8 contains 56483 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44490 members 
Mstep: Class 11 contains 121175 members 
Mstep: Class 12 contains 101433 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31420 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59782 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19716 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13483 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80385 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737952.000000 Penalty: 104539.820312
Iteration 208Q: 31 clusters Score -1.57738e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100921 members 
Mstep: Class 4 contains 289963 members 
Mstep: Class 5 contains 35565 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150793 members 
Mstep: Class 8 contains 56484 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44494 members 
Mstep: Class 11 contains 121148 members 
Mstep: Class 12 contains 101432 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4594 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31419 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59784 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19716 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13483 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80387 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737856.000000 Penalty: 104539.820312
Iteration 209Q: 31 clusters Score -1.577379e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100919 members 
Mstep: Class 4 contains 289980 members 
Mstep: Class 5 contains 35565 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150790 members 
Mstep: Class 8 contains 56487 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44494 members 
Mstep: Class 11 contains 121134 members 
Mstep: Class 12 contains 101432 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4596 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31417 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59782 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19716 members 
Mstep: Class 22 contains 7853 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13482 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12945 members 
Mstep: Class 28 contains 80387 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737840.000000 Penalty: 104539.820312
Iteration 210Q: 31 clusters Score -1.577378e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13383 members 
Mstep: Class 3 contains 100919 members 
Mstep: Class 4 contains 289986 members 
Mstep: Class 5 contains 35565 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150790 members 
Mstep: Class 8 contains 56489 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44498 members 
Mstep: Class 11 contains 121113 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31416 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59787 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 19716 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4209 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80388 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737952.000000 Penalty: 104539.820312
Iteration 211Q: 31 clusters Score -1.57738e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100919 members 
Mstep: Class 4 contains 290002 members 
Mstep: Class 5 contains 35566 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150791 members 
Mstep: Class 8 contains 56491 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44498 members 
Mstep: Class 11 contains 121087 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31416 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59789 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19716 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4211 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 80390 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737936.000000 Penalty: 104539.820312
Iteration 212Q: 31 clusters Score -1.577379e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100919 members 
Mstep: Class 4 contains 290018 members 
Mstep: Class 5 contains 35571 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150792 members 
Mstep: Class 8 contains 56493 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44496 members 
Mstep: Class 11 contains 121059 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31416 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59793 members 
Mstep: Class 20 contains 52300 members 
Mstep: Class 21 contains 19716 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12947 members 
Mstep: Class 28 contains 80391 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737904.000000 Penalty: 104539.820312
Iteration 213Q: 31 clusters Score -1.577379e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100919 members 
Mstep: Class 4 contains 290037 members 
Mstep: Class 5 contains 35572 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150792 members 
Mstep: Class 8 contains 56491 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44497 members 
Mstep: Class 11 contains 121037 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31416 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59794 members 
Mstep: Class 20 contains 52300 members 
Mstep: Class 21 contains 19716 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 780 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12948 members 
Mstep: Class 28 contains 80391 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737952.000000 Penalty: 104539.820312
Iteration 214Q: 31 clusters Score -1.57738e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100919 members 
Mstep: Class 4 contains 290062 members 
Mstep: Class 5 contains 35570 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150791 members 
Mstep: Class 8 contains 56491 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44498 members 
Mstep: Class 11 contains 121009 members 
Mstep: Class 12 contains 101433 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31415 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59796 members 
Mstep: Class 20 contains 52300 members 
Mstep: Class 21 contains 19716 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12951 members 
Mstep: Class 28 contains 80392 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737904.000000 Penalty: 104539.820312
Iteration 215Q: 31 clusters Score -1.577379e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100919 members 
Mstep: Class 4 contains 290090 members 
Mstep: Class 5 contains 35573 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 150789 members 
Mstep: Class 8 contains 56491 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44497 members 
Mstep: Class 11 contains 120972 members 
Mstep: Class 12 contains 101432 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 31414 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59803 members 
Mstep: Class 20 contains 52300 members 
Mstep: Class 21 contains 19716 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12952 members 
Mstep: Class 28 contains 80393 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737952.000000 Penalty: 104539.820312
Iteration 216Q: 31 clusters Score -1.57738e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100919 members 
Mstep: Class 4 contains 290118 members 
Mstep: Class 5 contains 35575 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150786 members 
Mstep: Class 8 contains 56493 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44498 members 
Mstep: Class 11 contains 120938 members 
Mstep: Class 12 contains 101431 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9132 members 
Mstep: Class 17 contains 31413 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59809 members 
Mstep: Class 20 contains 52300 members 
Mstep: Class 21 contains 19716 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12952 members 
Mstep: Class 28 contains 80393 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737904.000000 Penalty: 104539.820312
Iteration 217Q: 31 clusters Score -1.577379e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100919 members 
Mstep: Class 4 contains 290152 members 
Mstep: Class 5 contains 35574 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150782 members 
Mstep: Class 8 contains 56501 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44501 members 
Mstep: Class 11 contains 120893 members 
Mstep: Class 12 contains 101433 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 31409 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59816 members 
Mstep: Class 20 contains 52300 members 
Mstep: Class 21 contains 19715 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12952 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737872.000000 Penalty: 104539.820312
Iteration 218Q: 31 clusters Score -1.577379e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290169 members 
Mstep: Class 5 contains 35573 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150778 members 
Mstep: Class 8 contains 56510 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44503 members 
Mstep: Class 11 contains 120851 members 
Mstep: Class 12 contains 101433 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31406 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59833 members 
Mstep: Class 20 contains 52302 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12952 members 
Mstep: Class 28 contains 80395 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737936.000000 Penalty: 104539.820312
Iteration 219Q: 31 clusters Score -1.577379e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290190 members 
Mstep: Class 5 contains 35576 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150774 members 
Mstep: Class 8 contains 56514 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120821 members 
Mstep: Class 12 contains 101435 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31403 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59838 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19711 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12952 members 
Mstep: Class 28 contains 80395 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737904.000000 Penalty: 104539.820312
Iteration 220F: 31 clusters Score -1.577379e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290201 members 
Mstep: Class 5 contains 35580 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150771 members 
Mstep: Class 8 contains 56515 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120804 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31403 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59841 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19711 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12952 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737952.000000 Penalty: 104539.820312
Iteration 221Q: 31 clusters Score -1.57738e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290216 members 
Mstep: Class 5 contains 35582 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150767 members 
Mstep: Class 8 contains 56514 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120790 members 
Mstep: Class 12 contains 101435 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31403 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59845 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12952 members 
Mstep: Class 28 contains 80390 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737952.000000 Penalty: 104539.820312
Iteration 222Q: 31 clusters Score -1.57738e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290232 members 
Mstep: Class 5 contains 35586 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150764 members 
Mstep: Class 8 contains 56516 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120769 members 
Mstep: Class 12 contains 101435 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31403 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59846 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12952 members 
Mstep: Class 28 contains 80391 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737968.000000 Penalty: 104539.820312
Iteration 223Q: 31 clusters Score -1.57738e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290247 members 
Mstep: Class 5 contains 35584 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150760 members 
Mstep: Class 8 contains 56519 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120755 members 
Mstep: Class 12 contains 101435 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31403 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59847 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12952 members 
Mstep: Class 28 contains 80392 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737984.000000 Penalty: 104539.820312
Iteration 224Q: 31 clusters Score -1.57738e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290262 members 
Mstep: Class 5 contains 35582 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150755 members 
Mstep: Class 8 contains 56521 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120745 members 
Mstep: Class 12 contains 101435 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59846 members 
Mstep: Class 20 contains 52304 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80392 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737952.000000 Penalty: 104539.820312
Iteration 225Q: 31 clusters Score -1.57738e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290281 members 
Mstep: Class 5 contains 35581 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150749 members 
Mstep: Class 8 contains 56521 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44511 members 
Mstep: Class 11 contains 120734 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59847 members 
Mstep: Class 20 contains 52305 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80387 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737968.000000 Penalty: 104539.820312
Iteration 226Q: 31 clusters Score -1.57738e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290296 members 
Mstep: Class 5 contains 35580 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150743 members 
Mstep: Class 8 contains 56524 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44512 members 
Mstep: Class 11 contains 120724 members 
Mstep: Class 12 contains 101433 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59847 members 
Mstep: Class 20 contains 52305 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4214 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80384 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737952.000000 Penalty: 104539.820312
Iteration 227Q: 31 clusters Score -1.57738e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290301 members 
Mstep: Class 5 contains 35580 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150739 members 
Mstep: Class 8 contains 56523 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44510 members 
Mstep: Class 11 contains 120719 members 
Mstep: Class 12 contains 101433 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59849 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4217 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80384 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737920.000000 Penalty: 104539.820312
Iteration 228Q: 31 clusters Score -1.577379e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290319 members 
Mstep: Class 5 contains 35582 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150737 members 
Mstep: Class 8 contains 56522 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120703 members 
Mstep: Class 12 contains 101433 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59849 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4219 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80383 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737856.000000 Penalty: 104539.820312
Iteration 229Q: 31 clusters Score -1.577379e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290322 members 
Mstep: Class 5 contains 35584 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150739 members 
Mstep: Class 8 contains 56520 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44511 members 
Mstep: Class 11 contains 120692 members 
Mstep: Class 12 contains 101432 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59850 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80384 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737952.000000 Penalty: 104539.820312
Iteration 230Q: 31 clusters Score -1.57738e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290329 members 
Mstep: Class 5 contains 35587 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150737 members 
Mstep: Class 8 contains 56523 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44510 members 
Mstep: Class 11 contains 120684 members 
Mstep: Class 12 contains 101433 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59850 members 
Mstep: Class 20 contains 52305 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80383 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737936.000000 Penalty: 104539.820312
Iteration 231Q: 31 clusters Score -1.577379e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290332 members 
Mstep: Class 5 contains 35590 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150734 members 
Mstep: Class 8 contains 56527 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44510 members 
Mstep: Class 11 contains 120676 members 
Mstep: Class 12 contains 101432 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59851 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80383 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737968.000000 Penalty: 104539.820312
Iteration 232Q: 31 clusters Score -1.57738e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290338 members 
Mstep: Class 5 contains 35591 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150735 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44510 members 
Mstep: Class 11 contains 120661 members 
Mstep: Class 12 contains 101432 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59854 members 
Mstep: Class 20 contains 52307 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80385 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737920.000000 Penalty: 104539.820312
Iteration 233Q: 31 clusters Score -1.577379e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290342 members 
Mstep: Class 5 contains 35592 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150734 members 
Mstep: Class 8 contains 56526 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44510 members 
Mstep: Class 11 contains 120658 members 
Mstep: Class 12 contains 101432 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59852 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80387 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737920.000000 Penalty: 104539.820312
Iteration 234Q: 31 clusters Score -1.577379e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290346 members 
Mstep: Class 5 contains 35593 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150733 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44511 members 
Mstep: Class 11 contains 120653 members 
Mstep: Class 12 contains 101432 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59852 members 
Mstep: Class 20 contains 52307 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80386 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737920.000000 Penalty: 104539.820312
Iteration 235Q: 31 clusters Score -1.577379e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290354 members 
Mstep: Class 5 contains 35594 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150728 members 
Mstep: Class 8 contains 56527 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44511 members 
Mstep: Class 11 contains 120650 members 
Mstep: Class 12 contains 101432 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59852 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80385 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737936.000000 Penalty: 104539.820312
Iteration 236Q: 31 clusters Score -1.577379e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290360 members 
Mstep: Class 5 contains 35593 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150726 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44511 members 
Mstep: Class 11 contains 120646 members 
Mstep: Class 12 contains 101431 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59852 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80386 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737856.000000 Penalty: 104539.820312
Iteration 237Q: 31 clusters Score -1.577379e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290363 members 
Mstep: Class 5 contains 35594 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150725 members 
Mstep: Class 8 contains 56530 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44511 members 
Mstep: Class 11 contains 120639 members 
Mstep: Class 12 contains 101431 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59853 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80387 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737840.000000 Penalty: 104539.820312
Iteration 238Q: 31 clusters Score -1.577378e+08 nChanged 8
Entering ConstructFrom: 
Score: -157737840.000000 Penalty: 104539.820312
Entering ConstructFrom: 
Trying to split cluster 1 (8795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Entering Unmasked Estep 
Score: -1059855.875000 Penalty: 2252.320801
	Iteration 0F: 2 clusters Score -1059856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1052911.250000 Penalty: 4504.641602
	Iteration 0F: 3 clusters Score -1052911 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1054931.625000 Penalty: 4504.641602
	Iteration 1F: 3 clusters Score -1054932 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1055353.000000 Penalty: 4504.641602
	Iteration 2F: 3 clusters Score -1055353 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1055714.375000 Penalty: 4504.641602
	Iteration 3F: 3 clusters Score -1055714 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1056036.875000 Penalty: 4504.641602
	Iteration 4F: 3 clusters Score -1056037 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1056329.125000 Penalty: 4504.641602
	Iteration 5F: 3 clusters Score -1056329 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1056587.875000 Penalty: 4504.641602
	Iteration 6Q: 3 clusters Score -1056588 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1056817.125000 Penalty: 4504.641602
	Iteration 7Q: 3 clusters Score -1056817 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1057046.000000 Penalty: 4504.641602
	Iteration 8Q: 3 clusters Score -1057046 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1057280.000000 Penalty: 4504.641602
	Iteration 9Q: 3 clusters Score -1057280 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1057518.375000 Penalty: 4504.641602
	Iteration 10Q: 3 clusters Score -1057518 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1057779.625000 Penalty: 4504.641602
	Iteration 11Q: 3 clusters Score -1057780 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1058013.000000 Penalty: 4504.641602
	Iteration 12Q: 3 clusters Score -1058013 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1058150.500000 Penalty: 4504.641602
	Iteration 13Q: 3 clusters Score -1058150 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1058235.500000 Penalty: 4504.641602
	Iteration 14Q: 3 clusters Score -1058236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1058296.625000 Penalty: 4504.641602
	Iteration 15Q: 3 clusters Score -1058297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1058337.125000 Penalty: 4504.641602
	Iteration 16Q: 3 clusters Score -1058337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1058370.625000 Penalty: 4504.641602
	Iteration 17Q: 3 clusters Score -1058371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1058391.625000 Penalty: 4504.641602
	Iteration 18Q: 3 clusters Score -1058392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1058408.125000 Penalty: 4504.641602
	Iteration 19Q: 3 clusters Score -1058408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1058415.250000 Penalty: 4504.641602
	Iteration 20F: 3 clusters Score -1058415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1058423.875000 Penalty: 4504.641602
	Iteration 21Q: 3 clusters Score -1058424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1058426.375000 Penalty: 4504.641602
	Iteration 22Q: 3 clusters Score -1058426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1058429.375000 Penalty: 4504.641602
	Iteration 23Q: 3 clusters Score -1058429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1058431.000000 Penalty: 4504.641602
	Iteration 24Q: 3 clusters Score -1058431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1058431.000000 Penalty: 4504.641602
	Iteration 25F: 3 clusters Score -1058431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Entering Unmasked Estep 
Score: -1687291.875000 Penalty: 2356.413086
	Iteration 0F: 2 clusters Score -1687292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1677546.625000 Penalty: 4712.826172
	Iteration 0F: 3 clusters Score -1677547 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1680788.250000 Penalty: 4712.826172
	Iteration 1F: 3 clusters Score -1680788 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1681202.875000 Penalty: 4712.826172
	Iteration 2F: 3 clusters Score -1681203 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1681518.000000 Penalty: 4712.826172
	Iteration 3F: 3 clusters Score -1681518 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1681791.000000 Penalty: 4712.826172
	Iteration 4Q: 3 clusters Score -1681791 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1682008.250000 Penalty: 4712.826172
	Iteration 5Q: 3 clusters Score -1682008 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1682232.000000 Penalty: 4712.826172
	Iteration 6Q: 3 clusters Score -1682232 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1682453.750000 Penalty: 4712.826172
	Iteration 7Q: 3 clusters Score -1682454 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1682697.000000 Penalty: 4712.826172
	Iteration 8Q: 3 clusters Score -1682697 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1682949.000000 Penalty: 4712.826172
	Iteration 9Q: 3 clusters Score -1682949 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1683163.250000 Penalty: 4712.826172
	Iteration 10Q: 3 clusters Score -1683163 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1683399.375000 Penalty: 4712.826172
	Iteration 11Q: 3 clusters Score -1683399 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1683662.375000 Penalty: 4712.826172
	Iteration 12Q: 3 clusters Score -1683662 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1683994.125000 Penalty: 4712.826172
	Iteration 13Q: 3 clusters Score -1683994 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1684305.500000 Penalty: 4712.826172
	Iteration 14Q: 3 clusters Score -1684306 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1684614.750000 Penalty: 4712.826172
	Iteration 15Q: 3 clusters Score -1684615 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1684848.750000 Penalty: 4712.826172
	Iteration 16Q: 3 clusters Score -1684849 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1685054.375000 Penalty: 4712.826172
	Iteration 17Q: 3 clusters Score -1685054 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1685218.875000 Penalty: 4712.826172
	Iteration 18Q: 3 clusters Score -1685219 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1685370.875000 Penalty: 4712.826172
	Iteration 19Q: 3 clusters Score -1685371 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1685472.500000 Penalty: 4712.826172
	Iteration 20F: 3 clusters Score -1685472 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1685538.875000 Penalty: 4712.826172
	Iteration 21Q: 3 clusters Score -1685539 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1685576.750000 Penalty: 4712.826172
	Iteration 22Q: 3 clusters Score -1685577 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1685612.000000 Penalty: 4712.826172
	Iteration 23Q: 3 clusters Score -1685612 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1685638.625000 Penalty: 4712.826172
	Iteration 24Q: 3 clusters Score -1685639 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1685654.625000 Penalty: 4712.826172
	Iteration 25Q: 3 clusters Score -1685655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1685671.875000 Penalty: 4712.826172
	Iteration 26Q: 3 clusters Score -1685672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1685687.875000 Penalty: 4712.826172
	Iteration 27Q: 3 clusters Score -1685688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1685695.875000 Penalty: 4712.826172
	Iteration 28Q: 3 clusters Score -1685696 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1685710.625000 Penalty: 4712.826172
	Iteration 29Q: 3 clusters Score -1685711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1685729.000000 Penalty: 4712.826172
	Iteration 30Q: 3 clusters Score -1685729 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1685739.250000 Penalty: 4712.826172
	Iteration 31Q: 3 clusters Score -1685739 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1685753.875000 Penalty: 4712.826172
	Iteration 32Q: 3 clusters Score -1685754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1685756.500000 Penalty: 4712.826172
	Iteration 33Q: 3 clusters Score -1685756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1685768.375000 Penalty: 4712.826172
	Iteration 34Q: 3 clusters Score -1685768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1685772.125000 Penalty: 4712.826172
	Iteration 35Q: 3 clusters Score -1685772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1685776.375000 Penalty: 4712.826172
	Iteration 36Q: 3 clusters Score -1685776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1685778.875000 Penalty: 4712.826172
	Iteration 37Q: 3 clusters Score -1685779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1685783.000000 Penalty: 4712.826172
	Iteration 38Q: 3 clusters Score -1685783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1685791.250000 Penalty: 4712.826172
	Iteration 39Q: 3 clusters Score -1685791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1685791.875000 Penalty: 4712.826172
	Iteration 40F: 3 clusters Score -1685792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1685802.875000 Penalty: 4712.826172
	Iteration 41Q: 3 clusters Score -1685803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1685816.750000 Penalty: 4712.826172
	Iteration 42Q: 3 clusters Score -1685817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1685828.000000 Penalty: 4712.826172
	Iteration 43Q: 3 clusters Score -1685828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1685846.000000 Penalty: 4712.826172
	Iteration 44Q: 3 clusters Score -1685846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1685852.375000 Penalty: 4712.826172
	Iteration 45Q: 3 clusters Score -1685852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1685869.750000 Penalty: 4712.826172
	Iteration 46Q: 3 clusters Score -1685870 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1685889.625000 Penalty: 4712.826172
	Iteration 47Q: 3 clusters Score -1685890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1685899.000000 Penalty: 4712.826172
	Iteration 48Q: 3 clusters Score -1685899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1685920.375000 Penalty: 4712.826172
	Iteration 49Q: 3 clusters Score -1685920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1685942.000000 Penalty: 4712.826172
	Iteration 50Q: 3 clusters Score -1685942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1685965.250000 Penalty: 4712.826172
	Iteration 51Q: 3 clusters Score -1685965 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1685978.125000 Penalty: 4712.826172
	Iteration 52Q: 3 clusters Score -1685978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1685999.625000 Penalty: 4712.826172
	Iteration 53Q: 3 clusters Score -1686000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1686023.000000 Penalty: 4712.826172
	Iteration 54Q: 3 clusters Score -1686023 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1686058.125000 Penalty: 4712.826172
	Iteration 55Q: 3 clusters Score -1686058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1686105.500000 Penalty: 4712.826172
	Iteration 56Q: 3 clusters Score -1686106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1686152.000000 Penalty: 4712.826172
	Iteration 57Q: 3 clusters Score -1686152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1686193.000000 Penalty: 4712.826172
	Iteration 58Q: 3 clusters Score -1686193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1686230.000000 Penalty: 4712.826172
	Iteration 59Q: 3 clusters Score -1686230 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1686265.625000 Penalty: 4712.826172
	Iteration 60F: 3 clusters Score -1686266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1686299.000000 Penalty: 4712.826172
	Iteration 61Q: 3 clusters Score -1686299 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1686314.250000 Penalty: 4712.826172
	Iteration 62Q: 3 clusters Score -1686314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1686319.875000 Penalty: 4712.826172
	Iteration 63Q: 3 clusters Score -1686320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1686327.250000 Penalty: 4712.826172
	Iteration 64Q: 3 clusters Score -1686327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1686328.375000 Penalty: 4712.826172
	Iteration 65Q: 3 clusters Score -1686328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1686329.250000 Penalty: 4712.826172
	Iteration 66Q: 3 clusters Score -1686329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1686336.125000 Penalty: 4712.826172
	Iteration 67Q: 3 clusters Score -1686336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1686335.375000 Penalty: 4712.826172
	Iteration 68Q: 3 clusters Score -1686335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1686333.625000 Penalty: 4712.826172
	Iteration 69Q: 3 clusters Score -1686334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1686331.875000 Penalty: 4712.826172
	Iteration 70Q: 3 clusters Score -1686332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1686337.250000 Penalty: 4712.826172
	Iteration 71Q: 3 clusters Score -1686337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1686333.250000 Penalty: 4712.826172
	Iteration 72Q: 3 clusters Score -1686333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1686334.875000 Penalty: 4712.826172
	Iteration 73Q: 3 clusters Score -1686335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1686336.875000 Penalty: 4712.826172
	Iteration 74Q: 3 clusters Score -1686337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1686336.875000 Penalty: 4712.826172
	Iteration 75Q: 3 clusters Score -1686337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1686336.875000 Penalty: 4712.826172
	Iteration 76F: 3 clusters Score -1686337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (100920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Entering Unmasked Estep 
Score: -12722064.000000 Penalty: 2857.476562
	Iteration 0F: 2 clusters Score -1.272206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -12654727.000000 Penalty: 5714.953125
	Iteration 0F: 3 clusters Score -1.265473e+07 nChanged 47648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -12682138.000000 Penalty: 5714.953125
	Iteration 1F: 3 clusters Score -1.268214e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -12683447.000000 Penalty: 5714.953125
	Iteration 2Q: 3 clusters Score -1.268345e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -12685829.000000 Penalty: 5714.953125
	Iteration 3F: 3 clusters Score -1.268583e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 67099 members 
Entering Unmasked Estep 
Score: -12689673.000000 Penalty: 5714.953125
	Iteration 4F: 3 clusters Score -1.268967e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -12695522.000000 Penalty: 5714.953125
	Iteration 5F: 3 clusters Score -1.269552e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -12702361.000000 Penalty: 5714.953125
	Iteration 6F: 3 clusters Score -1.270236e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -12708915.000000 Penalty: 5714.953125
	Iteration 7F: 3 clusters Score -1.270892e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -12714117.000000 Penalty: 5714.953125
	Iteration 8F: 3 clusters Score -1.271412e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 98271 members 
Entering Unmasked Estep 
Score: -12717298.000000 Penalty: 5714.953125
	Iteration 9Q: 3 clusters Score -1.27173e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -12718612.000000 Penalty: 5714.953125
	Iteration 10Q: 3 clusters Score -1.271861e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -12719086.000000 Penalty: 5714.953125
	Iteration 11Q: 3 clusters Score -1.271909e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 100550 members 
Entering Unmasked Estep 
Score: -12719307.000000 Penalty: 5714.953125
	Iteration 12Q: 3 clusters Score -1.271931e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 100610 members 
Entering Unmasked Estep 
Score: -12719363.000000 Penalty: 5714.953125
	Iteration 13Q: 3 clusters Score -1.271936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -12719420.000000 Penalty: 5714.953125
	Iteration 14Q: 3 clusters Score -1.271942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 100642 members 
Entering Unmasked Estep 
Score: -12719438.000000 Penalty: 5714.953125
	Iteration 15Q: 3 clusters Score -1.271944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
Score: -12719468.000000 Penalty: 5714.953125
	Iteration 16Q: 3 clusters Score -1.271947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -12719488.000000 Penalty: 5714.953125
	Iteration 17Q: 3 clusters Score -1.271949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -12719493.000000 Penalty: 5714.953125
	Iteration 18Q: 3 clusters Score -1.271949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 100678 members 
Entering Unmasked Estep 
Score: -12719522.000000 Penalty: 5714.953125
	Iteration 19Q: 3 clusters Score -1.271952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 100680 members 
Entering Unmasked Estep 
Score: -12719537.000000 Penalty: 5714.953125
	Iteration 20F: 3 clusters Score -1.271954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -12719545.000000 Penalty: 5714.953125
	Iteration 21Q: 3 clusters Score -1.271954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 100685 members 
Entering Unmasked Estep 
Score: -12719554.000000 Penalty: 5714.953125
	Iteration 22Q: 3 clusters Score -1.271955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -12719548.000000 Penalty: 5714.953125
	Iteration 23Q: 3 clusters Score -1.271955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -12719548.000000 Penalty: 5714.953125
	Iteration 24F: 3 clusters Score -1.271955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (290362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290362 members 
Entering Unmasked Estep 
Score: -37452020.000000 Penalty: 3119.563232
	Iteration 0F: 2 clusters Score -3.745202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145182 members 
Mstep: Class 2 contains 145180 members 
Entering Unmasked Estep 
Score: -37276356.000000 Penalty: 6239.126465
	Iteration 0F: 3 clusters Score -3.727636e+07 nChanged 140625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147271 members 
Mstep: Class 2 contains 143091 members 
Entering Unmasked Estep 
Score: -37360584.000000 Penalty: 6239.126465
	Iteration 1F: 3 clusters Score -3.736058e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 141595 members 
Entering Unmasked Estep 
Score: -37362252.000000 Penalty: 6239.126465
	Iteration 2Q: 3 clusters Score -3.736225e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150899 members 
Mstep: Class 2 contains 139463 members 
Entering Unmasked Estep 
Score: -37363936.000000 Penalty: 6239.126465
	Iteration 3Q: 3 clusters Score -3.736394e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154177 members 
Mstep: Class 2 contains 136185 members 
Entering Unmasked Estep 
Score: -37366320.000000 Penalty: 6239.126465
	Iteration 4Q: 3 clusters Score -3.736632e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158711 members 
Mstep: Class 2 contains 131651 members 
Entering Unmasked Estep 
Score: -37369620.000000 Penalty: 6239.126465
	Iteration 5Q: 3 clusters Score -3.736962e+07 nChanged 12788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164939 members 
Mstep: Class 2 contains 125423 members 
Entering Unmasked Estep 
Score: -37373556.000000 Penalty: 6239.126465
	Iteration 6Q: 3 clusters Score -3.737356e+07 nChanged 14528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172833 members 
Mstep: Class 2 contains 117529 members 
Entering Unmasked Estep 
Score: -37379508.000000 Penalty: 6239.126465
	Iteration 7F: 3 clusters Score -3.737951e+07 nChanged 15937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182006 members 
Mstep: Class 2 contains 108356 members 
Entering Unmasked Estep 
Score: -37387004.000000 Penalty: 6239.126465
	Iteration 8F: 3 clusters Score -3.7387e+07 nChanged 17025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190993 members 
Mstep: Class 2 contains 99369 members 
Entering Unmasked Estep 
Score: -37397764.000000 Penalty: 6239.126465
	Iteration 9F: 3 clusters Score -3.739776e+07 nChanged 17029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197902 members 
Mstep: Class 2 contains 92460 members 
Entering Unmasked Estep 
Score: -37410184.000000 Penalty: 6239.126465
	Iteration 10F: 3 clusters Score -3.741018e+07 nChanged 15488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201572 members 
Mstep: Class 2 contains 88790 members 
Entering Unmasked Estep 
Score: -37419820.000000 Penalty: 6239.126465
	Iteration 11F: 3 clusters Score -3.741982e+07 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203107 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -37423596.000000 Penalty: 6239.126465
	Iteration 12Q: 3 clusters Score -3.74236e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204260 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -37424812.000000 Penalty: 6239.126465
	Iteration 13Q: 3 clusters Score -3.742481e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205379 members 
Mstep: Class 2 contains 84983 members 
Entering Unmasked Estep 
Score: -37425120.000000 Penalty: 6239.126465
	Iteration 14Q: 3 clusters Score -3.742512e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206472 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -37425336.000000 Penalty: 6239.126465
	Iteration 15Q: 3 clusters Score -3.742534e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207498 members 
Mstep: Class 2 contains 82864 members 
Entering Unmasked Estep 
Score: -37425680.000000 Penalty: 6239.126465
	Iteration 16Q: 3 clusters Score -3.742568e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208722 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -37425844.000000 Penalty: 6239.126465
	Iteration 17Q: 3 clusters Score -3.742584e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209972 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -37426068.000000 Penalty: 6239.126465
	Iteration 18Q: 3 clusters Score -3.742607e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211195 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -37426216.000000 Penalty: 6239.126465
	Iteration 19Q: 3 clusters Score -3.742622e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212397 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -37426236.000000 Penalty: 6239.126465
	Iteration 20F: 3 clusters Score -3.742624e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213629 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -37426552.000000 Penalty: 6239.126465
	Iteration 21Q: 3 clusters Score -3.742655e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214930 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -37426664.000000 Penalty: 6239.126465
	Iteration 22Q: 3 clusters Score -3.742666e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216291 members 
Mstep: Class 2 contains 74071 members 
Entering Unmasked Estep 
Score: -37426956.000000 Penalty: 6239.126465
	Iteration 23Q: 3 clusters Score -3.742696e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217720 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -37427484.000000 Penalty: 6239.126465
	Iteration 24Q: 3 clusters Score -3.742748e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219332 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -37427976.000000 Penalty: 6239.126465
	Iteration 25Q: 3 clusters Score -3.742798e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221131 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -37428324.000000 Penalty: 6239.126465
	Iteration 26Q: 3 clusters Score -3.742832e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222993 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -37428800.000000 Penalty: 6239.126465
	Iteration 27Q: 3 clusters Score -3.74288e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225017 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -37429092.000000 Penalty: 6239.126465
	Iteration 28Q: 3 clusters Score -3.742909e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227151 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -37429788.000000 Penalty: 6239.126465
	Iteration 29Q: 3 clusters Score -3.742979e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229438 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -37430248.000000 Penalty: 6239.126465
	Iteration 30Q: 3 clusters Score -3.743025e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231755 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -37430684.000000 Penalty: 6239.126465
	Iteration 31Q: 3 clusters Score -3.743068e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234188 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -37431188.000000 Penalty: 6239.126465
	Iteration 32Q: 3 clusters Score -3.743119e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236731 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -37431780.000000 Penalty: 6239.126465
	Iteration 33Q: 3 clusters Score -3.743178e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239449 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -37432576.000000 Penalty: 6239.126465
	Iteration 34Q: 3 clusters Score -3.743258e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242385 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -37433060.000000 Penalty: 6239.126465
	Iteration 35Q: 3 clusters Score -3.743306e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245381 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -37433788.000000 Penalty: 6239.126465
	Iteration 36Q: 3 clusters Score -3.743379e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248490 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -37434272.000000 Penalty: 6239.126465
	Iteration 37Q: 3 clusters Score -3.743427e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251747 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -37434808.000000 Penalty: 6239.126465
	Iteration 38Q: 3 clusters Score -3.743481e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255051 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -37435332.000000 Penalty: 6239.126465
	Iteration 39Q: 3 clusters Score -3.743533e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258335 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -37436380.000000 Penalty: 6239.126465
	Iteration 40F: 3 clusters Score -3.743638e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261647 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -37437260.000000 Penalty: 6239.126465
	Iteration 41Q: 3 clusters Score -3.743726e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264946 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -37438204.000000 Penalty: 6239.126465
	Iteration 42Q: 3 clusters Score -3.74382e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268140 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -37438984.000000 Penalty: 6239.126465
	Iteration 43Q: 3 clusters Score -3.743898e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271218 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -37439988.000000 Penalty: 6239.126465
	Iteration 44Q: 3 clusters Score -3.743999e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274191 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -37440968.000000 Penalty: 6239.126465
	Iteration 45Q: 3 clusters Score -3.744097e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276975 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -37441840.000000 Penalty: 6239.126465
	Iteration 46Q: 3 clusters Score -3.744184e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279593 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -37443092.000000 Penalty: 6239.126465
	Iteration 47Q: 3 clusters Score -3.744309e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281914 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -37444248.000000 Penalty: 6239.126465
	Iteration 48Q: 3 clusters Score -3.744425e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283969 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -37445152.000000 Penalty: 6239.126465
	Iteration 49Q: 3 clusters Score -3.744515e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285754 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -37446240.000000 Penalty: 6239.126465
	Iteration 50Q: 3 clusters Score -3.744624e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287173 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -37447228.000000 Penalty: 6239.126465
	Iteration 51Q: 3 clusters Score -3.744723e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288225 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -37448056.000000 Penalty: 6239.126465
	Iteration 52Q: 3 clusters Score -3.744806e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288866 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -37448536.000000 Penalty: 6239.126465
	Iteration 53Q: 3 clusters Score -3.744854e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289286 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -37448876.000000 Penalty: 6239.126465
	Iteration 54Q: 3 clusters Score -3.744888e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289525 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -37449044.000000 Penalty: 6239.126465
	Iteration 55Q: 3 clusters Score -3.744904e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289666 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -37449132.000000 Penalty: 6239.126465
	Iteration 56Q: 3 clusters Score -3.744913e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289756 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -37449276.000000 Penalty: 6239.126465
	Iteration 57Q: 3 clusters Score -3.744928e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289798 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -37449284.000000 Penalty: 6239.126465
	Iteration 58Q: 3 clusters Score -3.744928e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289835 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -37449268.000000 Penalty: 6239.126465
	Iteration 59Q: 3 clusters Score -3.744927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289850 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -37449300.000000 Penalty: 6239.126465
	Iteration 60F: 3 clusters Score -3.74493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289870 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -37449320.000000 Penalty: 6239.126465
	Iteration 61Q: 3 clusters Score -3.744932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289882 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -37449344.000000 Penalty: 6239.126465
	Iteration 62Q: 3 clusters Score -3.744934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289897 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -37449340.000000 Penalty: 6239.126465
	Iteration 63Q: 3 clusters Score -3.744934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289907 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -37449324.000000 Penalty: 6239.126465
	Iteration 64Q: 3 clusters Score -3.744932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289917 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -37449328.000000 Penalty: 6239.126465
	Iteration 65Q: 3 clusters Score -3.744933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289921 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -37449356.000000 Penalty: 6239.126465
	Iteration 66Q: 3 clusters Score -3.744936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289924 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -37449360.000000 Penalty: 6239.126465
	Iteration 67Q: 3 clusters Score -3.744936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289925 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -37449344.000000 Penalty: 6239.126465
	Iteration 68Q: 3 clusters Score -3.744934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289928 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -37449344.000000 Penalty: 6239.126465
	Iteration 69Q: 3 clusters Score -3.744934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289933 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -37449360.000000 Penalty: 6239.126465
	Iteration 70Q: 3 clusters Score -3.744936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289938 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -37449368.000000 Penalty: 6239.126465
	Iteration 71Q: 3 clusters Score -3.744937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289940 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -37449376.000000 Penalty: 6239.126465
	Iteration 72Q: 3 clusters Score -3.744938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289943 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37449372.000000 Penalty: 6239.126465
	Iteration 73Q: 3 clusters Score -3.744937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289944 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -37449364.000000 Penalty: 6239.126465
	Iteration 74Q: 3 clusters Score -3.744936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289946 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -37449376.000000 Penalty: 6239.126465
	Iteration 75Q: 3 clusters Score -3.744938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289948 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -37449368.000000 Penalty: 6239.126465
	Iteration 76Q: 3 clusters Score -3.744937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289950 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -37449364.000000 Penalty: 6239.126465
	Iteration 77Q: 3 clusters Score -3.744936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289952 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -37449364.000000 Penalty: 6239.126465
	Iteration 78Q: 3 clusters Score -3.744936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289956 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -37449376.000000 Penalty: 6239.126465
	Iteration 79Q: 3 clusters Score -3.744938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289960 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -37449392.000000 Penalty: 6239.126465
	Iteration 80F: 3 clusters Score -3.744939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289963 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37449384.000000 Penalty: 6239.126465
	Iteration 81Q: 3 clusters Score -3.744938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289965 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37449396.000000 Penalty: 6239.126465
	Iteration 82Q: 3 clusters Score -3.74494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289965 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37449396.000000 Penalty: 6239.126465
	Iteration 83F: 3 clusters Score -3.74494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Entering Unmasked Estep 
Score: -4645117.500000 Penalty: 2599.030273
	Iteration 0F: 2 clusters Score -4645118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -4620918.000000 Penalty: 5198.060547
	Iteration 0F: 3 clusters Score -4620918 nChanged 16221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -4629776.500000 Penalty: 5198.060547
	Iteration 1F: 3 clusters Score -4629776 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4630264.000000 Penalty: 5198.060547
	Iteration 2Q: 3 clusters Score -4630264 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4630798.500000 Penalty: 5198.060547
	Iteration 3Q: 3 clusters Score -4630798 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4631360 nChanged 1567
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -4632101.000000 Penalty: 5198.060547
	Iteration 5Q: 3 clusters Score -4632101 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4633006.500000 Penalty: 5198.060547
	Iteration 6Q: 3 clusters Score -4633006 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -4634244.500000 Penalty: 5198.060547
	Iteration 7F: 3 clusters Score -4634244 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -4635869.500000 Penalty: 5198.060547
	Iteration 8F: 3 clusters Score -4635870 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4637728.500000 Penalty: 5198.060547
	Iteration 9F: 3 clusters Score -4637728 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -4639557.000000 Penalty: 5198.060547
	Iteration 10F: 3 clusters Score -4639557 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4640958.000000 Penalty: 5198.060547
	Iteration 11F: 3 clusters Score -4640958 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4641941.500000 Penalty: 5198.060547
	Iteration 12Q: 3 clusters Score -4641942 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -4642747.000000 Penalty: 5198.060547
	Iteration 13Q: 3 clusters Score -4642747 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -4643304.000000 Penalty: 5198.060547
	Iteration 14Q: 3 clusters Score -4643304 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4643710 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -4643989.500000 Penalty: 5198.060547
	Iteration 16Q: 3 clusters Score -4643990 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -4644187.500000 Penalty: 5198.060547
	Iteration 17Q: 3 clusters Score -4644188 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -4644301.000000 Penalty: 5198.060547
	Iteration 18Q: 3 clusters Score -4644301 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -4644397.000000 Penalty: 5198.060547
	Iteration 19Q: 3 clusters Score -4644397 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -4644469.000000 Penalty: 5198.060547
	Iteration 20F: 3 clusters Score -4644469 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4644522.500000 Penalty: 5198.060547
	Iteration 21Q: 3 clusters Score -4644522 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -4644569.000000 Penalty: 5198.060547
	Iteration 22Q: 3 clusters Score -4644569 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -4644584.000000 Penalty: 5198.060547
	Iteration 23Q: 3 clusters Score -4644584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -4644606.000000 Penalty: 5198.060547
	Iteration 24Q: 3 clusters Score -4644606 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -4644632.500000 Penalty: 5198.060547
	Iteration 25Q: 3 clusters Score -4644632 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -4644650.500000 Penalty: 5198.060547
	Iteration 26Q: 3 clusters Score -4644650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -4644668.500000 Penalty: 5198.060547
	Iteration 27Q: 3 clusters Score -4644668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -4644673.000000 Penalty: 5198.060547
	Iteration 28Q: 3 clusters Score -4644673 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4644681.000000 Penalty: 5198.060547
	Iteration 29Q: 3 clusters Score -4644681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -4644672.000000 Penalty: 5198.060547
	Iteration 30Q: 3 clusters Score -4644672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -4644673.500000 Penalty: 5198.060547
	Iteration 31Q: 3 clusters Score -4644674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -4644683.000000 Penalty: 5198.060547
	Iteration 32Q: 3 clusters Score -4644683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -4644680.000000 Penalty: 5198.060547
	Iteration 33Q: 3 clusters Score -4644680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -4644696.000000 Penalty: 5198.060547
	Iteration 34Q: 3 clusters Score -4644696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -4644704.000000 Penalty: 5198.060547
	Iteration 35Q: 3 clusters Score -4644704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -4644686.000000 Penalty: 5198.060547
	Iteration 36Q: 3 clusters Score -4644686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -4644685.500000 Penalty: 5198.060547
	Iteration 37Q: 3 clusters Score -4644686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -4644688.500000 Penalty: 5198.060547
	Iteration 38Q: 3 clusters Score -4644688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -4644695.000000 Penalty: 5198.060547
	Iteration 39Q: 3 clusters Score -4644695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -4644697.500000 Penalty: 5198.060547
	Iteration 40F: 3 clusters Score -4644698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -4644693.000000 Penalty: 5198.060547
	Iteration 41Q: 3 clusters Score -4644693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -4644690.500000 Penalty: 5198.060547
	Iteration 42Q: 3 clusters Score -4644690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -4644692.500000 Penalty: 5198.060547
	Iteration 43Q: 3 clusters Score -4644692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -4644693.000000 Penalty: 5198.060547
	Iteration 44Q: 3 clusters Score -4644693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4644699.500000 Penalty: 5198.060547
	Iteration 45Q: 3 clusters Score -4644700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -4644697.000000 Penalty: 5198.060547
	Iteration 46Q: 3 clusters Score -4644697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -4644696.500000 Penalty: 5198.060547
	Iteration 47Q: 3 clusters Score -4644696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -4644702.000000 Penalty: 5198.060547
	Iteration 48Q: 3 clusters Score -4644702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4644693.000000 Penalty: 5198.060547
	Iteration 49Q: 3 clusters Score -4644693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -4644693.500000 Penalty: 5198.060547
	Iteration 50Q: 3 clusters Score -4644694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4644686.000000 Penalty: 5198.060547
	Iteration 51Q: 3 clusters Score -4644686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -4644691.000000 Penalty: 5198.060547
	Iteration 52Q: 3 clusters Score -4644691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -4644691.500000 Penalty: 5198.060547
	Iteration 53Q: 3 clusters Score -4644692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -4644689.500000 Penalty: 5198.060547
	Iteration 54Q: 3 clusters Score -4644690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -4644685.500000 Penalty: 5198.060547
	Iteration 55Q: 3 clusters Score -4644686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -4644687.000000 Penalty: 5198.060547
	Iteration 56Q: 3 clusters Score -4644687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -4644684.000000 Penalty: 5198.060547
	Iteration 57Q: 3 clusters Score -4644684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -4644685.500000 Penalty: 5198.060547
	Iteration 58Q: 3 clusters Score -4644686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -4644686.500000 Penalty: 5198.060547
	Iteration 59Q: 3 clusters Score -4644686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -4644685.000000 Penalty: 5198.060547
	Iteration 60F: 3 clusters Score -4644685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -4644683.500000 Penalty: 5198.060547
	Iteration 61Q: 3 clusters Score -4644684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -4644683.000000 Penalty: 5198.060547
	Iteration 62Q: 3 clusters Score -4644683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -4644685.500000 Penalty: 5198.060547
	Iteration 63Q: 3 clusters Score -4644686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -4644690.000000 Penalty: 5198.060547
	Iteration 64Q: 3 clusters Score -4644690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -4644691.000000 Penalty: 5198.060547
	Iteration 65Q: 3 clusters Score -4644691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -4644696.500000 Penalty: 5198.060547
	Iteration 66Q: 3 clusters Score -4644696 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4644691 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
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	Iteration 68F: 3 clusters Score -4644691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7614 members 
Entering Unmasked Estep 
Score: -845713.000000 Penalty: 2216.560547
	Iteration 0F: 2 clusters Score -845713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -839646.687500 Penalty: 4433.121094
	Iteration 0F: 3 clusters Score -839646.7 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -841600.812500 Penalty: 4433.121094
	Iteration 1F: 3 clusters Score -841600.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -842198.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -842745.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -843324.687500 Penalty: 4433.121094
	Iteration 4F: 3 clusters Score -843324.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -843805.062500 Penalty: 4433.121094
	Iteration 5F: 3 clusters Score -843805.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -844157.750000 Penalty: 4433.121094
	Iteration 6F: 3 clusters Score -844157.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -844404.937500 Penalty: 4433.121094
	Iteration 7Q: 3 clusters Score -844404.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -844613.062500 Penalty: 4433.121094
	Iteration 8Q: 3 clusters Score -844613.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -844780.125000 Penalty: 4433.121094
	Iteration 9Q: 3 clusters Score -844780.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -844904.437500 Penalty: 4433.121094
	Iteration 10Q: 3 clusters Score -844904.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -844978.875000 Penalty: 4433.121094
	Iteration 11Q: 3 clusters Score -844978.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -845039.937500 Penalty: 4433.121094
	Iteration 12Q: 3 clusters Score -845039.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -845090.125000 Penalty: 4433.121094
	Iteration 13Q: 3 clusters Score -845090.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -845143.500000 Penalty: 4433.121094
	Iteration 14Q: 3 clusters Score -845143.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -845189.312500 Penalty: 4433.121094
	Iteration 15Q: 3 clusters Score -845189.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -845224.125000 Penalty: 4433.121094
	Iteration 16Q: 3 clusters Score -845224.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -845250.625000 Penalty: 4433.121094
	Iteration 17Q: 3 clusters Score -845250.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -845275.437500 Penalty: 4433.121094
	Iteration 18Q: 3 clusters Score -845275.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -845292.625000 Penalty: 4433.121094
	Iteration 19Q: 3 clusters Score -845292.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -845306.062500 Penalty: 4433.121094
	Iteration 20F: 3 clusters Score -845306.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -845321.562500 Penalty: 4433.121094
	Iteration 21Q: 3 clusters Score -845321.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -845334.687500 Penalty: 4433.121094
	Iteration 22Q: 3 clusters Score -845334.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -845345.312500 Penalty: 4433.121094
	Iteration 23Q: 3 clusters Score -845345.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -845358.500000 Penalty: 4433.121094
	Iteration 24Q: 3 clusters Score -845358.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -845368.750000 Penalty: 4433.121094
	Iteration 25Q: 3 clusters Score -845368.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -845377.687500 Penalty: 4433.121094
	Iteration 26Q: 3 clusters Score -845377.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -845384.062500 Penalty: 4433.121094
	Iteration 27Q: 3 clusters Score -845384.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -845387.937500 Penalty: 4433.121094
	Iteration 28Q: 3 clusters Score -845387.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -845393.625000 Penalty: 4433.121094
	Iteration 29Q: 3 clusters Score -845393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -845393.875000 Penalty: 4433.121094
	Iteration 30Q: 3 clusters Score -845393.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -845396.875000 Penalty: 4433.121094
	Iteration 31Q: 3 clusters Score -845396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -845396.562500 Penalty: 4433.121094
	Iteration 32Q: 3 clusters Score -845396.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -845396.562500 Penalty: 4433.121094
	Iteration 33F: 3 clusters Score -845396.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150727 members 
Entering Unmasked Estep 
Score: -19180870.000000 Penalty: 2956.959961
	Iteration 0F: 2 clusters Score -1.918087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -19082758.000000 Penalty: 5913.919922
	Iteration 0F: 3 clusters Score -1.908276e+07 nChanged 72128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -19124274.000000 Penalty: 5913.919922
	Iteration 1F: 3 clusters Score -1.912427e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 78079 members 
Entering Unmasked Estep 
Score: -19125138.000000 Penalty: 5913.919922
	Iteration 2Q: 3 clusters Score -1.912514e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 79844 members 
Entering Unmasked Estep 
Score: -19126048.000000 Penalty: 5913.919922
	Iteration 3Q: 3 clusters Score -1.912605e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -19127530.000000 Penalty: 5913.919922
	Iteration 4Q: 3 clusters Score -1.912753e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -19130100.000000 Penalty: 5913.919922
	Iteration 5Q: 3 clusters Score -1.91301e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 92760 members 
Entering Unmasked Estep 
Score: -19134054.000000 Penalty: 5913.919922
	Iteration 6F: 3 clusters Score -1.913405e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 100790 members 
Entering Unmasked Estep 
Score: -19140188.000000 Penalty: 5913.919922
	Iteration 7F: 3 clusters Score -1.914019e+07 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 110303 members 
Entering Unmasked Estep 
Score: -19148290.000000 Penalty: 5913.919922
	Iteration 8F: 3 clusters Score -1.914829e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 120135 members 
Entering Unmasked Estep 
Score: -19156264.000000 Penalty: 5913.919922
	Iteration 9F: 3 clusters Score -1.915626e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 128947 members 
Entering Unmasked Estep 
Score: -19163014.000000 Penalty: 5913.919922
	Iteration 10F: 3 clusters Score -1.916301e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 136130 members 
Entering Unmasked Estep 
Score: -19168284.000000 Penalty: 5913.919922
	Iteration 11Q: 3 clusters Score -1.916828e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 141525 members 
Entering Unmasked Estep 
Score: -19172502.000000 Penalty: 5913.919922
	Iteration 12Q: 3 clusters Score -1.91725e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 145130 members 
Entering Unmasked Estep 
Score: -19175270.000000 Penalty: 5913.919922
	Iteration 13Q: 3 clusters Score -1.917527e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 147366 members 
Entering Unmasked Estep 
Score: -19176804.000000 Penalty: 5913.919922
	Iteration 14Q: 3 clusters Score -1.91768e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 148585 members 
Entering Unmasked Estep 
Score: -19177570.000000 Penalty: 5913.919922
	Iteration 15Q: 3 clusters Score -1.917757e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 149213 members 
Entering Unmasked Estep 
Score: -19177950.000000 Penalty: 5913.919922
	Iteration 16Q: 3 clusters Score -1.917795e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 149538 members 
Entering Unmasked Estep 
Score: -19178204.000000 Penalty: 5913.919922
	Iteration 17Q: 3 clusters Score -1.91782e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 149698 members 
Entering Unmasked Estep 
Score: -19178362.000000 Penalty: 5913.919922
	Iteration 18Q: 3 clusters Score -1.917836e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 149786 members 
Entering Unmasked Estep 
Score: -19178458.000000 Penalty: 5913.919922
	Iteration 19Q: 3 clusters Score -1.917846e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 149844 members 
Entering Unmasked Estep 
Score: -19178488.000000 Penalty: 5913.919922
	Iteration 20F: 3 clusters Score -1.917849e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 149874 members 
Entering Unmasked Estep 
Score: -19178544.000000 Penalty: 5913.919922
	Iteration 21Q: 3 clusters Score -1.917854e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 149905 members 
Entering Unmasked Estep 
Score: -19178580.000000 Penalty: 5913.919922
	Iteration 22Q: 3 clusters Score -1.917858e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 149921 members 
Entering Unmasked Estep 
Score: -19178586.000000 Penalty: 5913.919922
	Iteration 23Q: 3 clusters Score -1.917859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 149943 members 
Entering Unmasked Estep 
Score: -19178614.000000 Penalty: 5913.919922
	Iteration 24Q: 3 clusters Score -1.917861e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 149964 members 
Entering Unmasked Estep 
Score: -19178684.000000 Penalty: 5913.919922
	Iteration 25Q: 3 clusters Score -1.917868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 149974 members 
Entering Unmasked Estep 
Score: -19178700.000000 Penalty: 5913.919922
	Iteration 26Q: 3 clusters Score -1.91787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 149980 members 
Entering Unmasked Estep 
Score: -19178738.000000 Penalty: 5913.919922
	Iteration 27Q: 3 clusters Score -1.917874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 149988 members 
Entering Unmasked Estep 
Score: -19178720.000000 Penalty: 5913.919922
	Iteration 28Q: 3 clusters Score -1.917872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 149993 members 
Entering Unmasked Estep 
Score: -19178730.000000 Penalty: 5913.919922
	Iteration 29Q: 3 clusters Score -1.917873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 149992 members 
Entering Unmasked Estep 
Score: -19178736.000000 Penalty: 5913.919922
	Iteration 30Q: 3 clusters Score -1.917874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 149991 members 
Entering Unmasked Estep 
Score: -19178744.000000 Penalty: 5913.919922
	Iteration 31Q: 3 clusters Score -1.917874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 149993 members 
Entering Unmasked Estep 
Score: -19178756.000000 Penalty: 5913.919922
	Iteration 32Q: 3 clusters Score -1.917876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 149993 members 
Entering Unmasked Estep 
Score: -19178772.000000 Penalty: 5913.919922
	Iteration 33Q: 3 clusters Score -1.917877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 149996 members 
Entering Unmasked Estep 
Score: -19178766.000000 Penalty: 5913.919922
	Iteration 34Q: 3 clusters Score -1.917877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 150000 members 
Entering Unmasked Estep 
Score: -19178764.000000 Penalty: 5913.919922
	Iteration 35Q: 3 clusters Score -1.917876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 150002 members 
Entering Unmasked Estep 
Score: -19178766.000000 Penalty: 5913.919922
	Iteration 36Q: 3 clusters Score -1.917877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 150005 members 
Entering Unmasked Estep 
Score: -19178762.000000 Penalty: 5913.919922
	Iteration 37Q: 3 clusters Score -1.917876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 150006 members 
Entering Unmasked Estep 
Score: -19178766.000000 Penalty: 5913.919922
	Iteration 38Q: 3 clusters Score -1.917877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 150008 members 
Entering Unmasked Estep 
Score: -19178754.000000 Penalty: 5913.919922
	Iteration 39Q: 3 clusters Score -1.917875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 150012 members 
Entering Unmasked Estep 
Score: -19178744.000000 Penalty: 5913.919922
	Iteration 40F: 3 clusters Score -1.917874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 150013 members 
Entering Unmasked Estep 
Score: -19178762.000000 Penalty: 5913.919922
	Iteration 41Q: 3 clusters Score -1.917876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 150015 members 
Entering Unmasked Estep 
Score: -19178766.000000 Penalty: 5913.919922
	Iteration 42Q: 3 clusters Score -1.917877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 150017 members 
Entering Unmasked Estep 
Score: -19178772.000000 Penalty: 5913.919922
	Iteration 43Q: 3 clusters Score -1.917877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 150021 members 
Entering Unmasked Estep 
Score: -19178786.000000 Penalty: 5913.919922
	Iteration 44Q: 3 clusters Score -1.917879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 150024 members 
Entering Unmasked Estep 
Score: -19178794.000000 Penalty: 5913.919922
	Iteration 45Q: 3 clusters Score -1.917879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 150025 members 
Entering Unmasked Estep 
Score: -19178792.000000 Penalty: 5913.919922
	Iteration 46Q: 3 clusters Score -1.917879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 150027 members 
Entering Unmasked Estep 
Score: -19178792.000000 Penalty: 5913.919922
	Iteration 47Q: 3 clusters Score -1.917879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 150028 members 
Entering Unmasked Estep 
Score: -19178786.000000 Penalty: 5913.919922
	Iteration 48Q: 3 clusters Score -1.917879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 150028 members 
Entering Unmasked Estep 
Score: -19178788.000000 Penalty: 5913.919922
	Iteration 49Q: 3 clusters Score -1.917879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 150028 members 
Entering Unmasked Estep 
Score: -19178788.000000 Penalty: 5913.919922
	Iteration 50F: 3 clusters Score -1.917879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Entering Unmasked Estep 
Score: -6879459.500000 Penalty: 2713.750977
	Iteration 0F: 2 clusters Score -6879460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -6841467.000000 Penalty: 5427.501953
	Iteration 0F: 3 clusters Score -6841467 nChanged 26247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -6856615.500000 Penalty: 5427.501953
	Iteration 1F: 3 clusters Score -6856616 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -6857434.500000 Penalty: 5427.501953
	Iteration 2Q: 3 clusters Score -6857434 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -6858237.000000 Penalty: 5427.501953
	Iteration 3Q: 3 clusters Score -6858237 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -6859061.500000 Penalty: 5427.501953
	Iteration 4Q: 3 clusters Score -6859062 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -6859975.500000 Penalty: 5427.501953
	Iteration 5Q: 3 clusters Score -6859976 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -6861106.500000 Penalty: 5427.501953
	Iteration 6Q: 3 clusters Score -6861106 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -6862563.500000 Penalty: 5427.501953
	Iteration 7Q: 3 clusters Score -6862564 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -6864283.500000 Penalty: 5427.501953
	Iteration 8Q: 3 clusters Score -6864284 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -6866140.000000 Penalty: 5427.501953
	Iteration 9F: 3 clusters Score -6866140 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -6868096.500000 Penalty: 5427.501953
	Iteration 10Q: 3 clusters Score -6868096 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -6869746.000000 Penalty: 5427.501953
	Iteration 11Q: 3 clusters Score -6869746 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -6871076.500000 Penalty: 5427.501953
	Iteration 12Q: 3 clusters Score -6871076 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -6872138.500000 Penalty: 5427.501953
	Iteration 13Q: 3 clusters Score -6872138 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -6873017.500000 Penalty: 5427.501953
	Iteration 14Q: 3 clusters Score -6873018 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -6873852.500000 Penalty: 5427.501953
	Iteration 15Q: 3 clusters Score -6873852 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -6874582.500000 Penalty: 5427.501953
	Iteration 16Q: 3 clusters Score -6874582 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -6875212.000000 Penalty: 5427.501953
	Iteration 17Q: 3 clusters Score -6875212 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -6875815.000000 Penalty: 5427.501953
	Iteration 18Q: 3 clusters Score -6875815 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -6876403.000000 Penalty: 5427.501953
	Iteration 19Q: 3 clusters Score -6876403 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -6876911.000000 Penalty: 5427.501953
	Iteration 20F: 3 clusters Score -6876911 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -6877327.500000 Penalty: 5427.501953
	Iteration 21Q: 3 clusters Score -6877328 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -6877651.500000 Penalty: 5427.501953
	Iteration 22Q: 3 clusters Score -6877652 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -6877904.500000 Penalty: 5427.501953
	Iteration 23Q: 3 clusters Score -6877904 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -6878103.500000 Penalty: 5427.501953
	Iteration 24Q: 3 clusters Score -6878104 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -6878249.000000 Penalty: 5427.501953
	Iteration 25Q: 3 clusters Score -6878249 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -6878310.000000 Penalty: 5427.501953
	Iteration 26Q: 3 clusters Score -6878310 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -6878367.000000 Penalty: 5427.501953
	Iteration 27Q: 3 clusters Score -6878367 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -6878395.500000 Penalty: 5427.501953
	Iteration 28Q: 3 clusters Score -6878396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -6878422.000000 Penalty: 5427.501953
	Iteration 29Q: 3 clusters Score -6878422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -6878438.000000 Penalty: 5427.501953
	Iteration 30Q: 3 clusters Score -6878438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -6878459.000000 Penalty: 5427.501953
	Iteration 31Q: 3 clusters Score -6878459 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -6878477.500000 Penalty: 5427.501953
	Iteration 32Q: 3 clusters Score -6878478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -6878483.500000 Penalty: 5427.501953
	Iteration 33Q: 3 clusters Score -6878484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -6878485.500000 Penalty: 5427.501953
	Iteration 34Q: 3 clusters Score -6878486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -6878482.000000 Penalty: 5427.501953
	Iteration 35Q: 3 clusters Score -6878482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -6878493.500000 Penalty: 5427.501953
	Iteration 36Q: 3 clusters Score -6878494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -6878499.000000 Penalty: 5427.501953
	Iteration 37Q: 3 clusters Score -6878499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -6878498.000000 Penalty: 5427.501953
	Iteration 38Q: 3 clusters Score -6878498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -6878508.000000 Penalty: 5427.501953
	Iteration 39Q: 3 clusters Score -6878508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -6878511.000000 Penalty: 5427.501953
	Iteration 40F: 3 clusters Score -6878511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -6878515.000000 Penalty: 5427.501953
	Iteration 41Q: 3 clusters Score -6878515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -6878507.000000 Penalty: 5427.501953
	Iteration 42Q: 3 clusters Score -6878507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -6878507.500000 Penalty: 5427.501953
	Iteration 43Q: 3 clusters Score -6878508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -6878521.000000 Penalty: 5427.501953
	Iteration 44Q: 3 clusters Score -6878521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -6878521.500000 Penalty: 5427.501953
	Iteration 45Q: 3 clusters Score -6878522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -6878515.000000 Penalty: 5427.501953
	Iteration 46Q: 3 clusters Score -6878515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -6878525.500000 Penalty: 5427.501953
	Iteration 47Q: 3 clusters Score -6878526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -6878516.500000 Penalty: 5427.501953
	Iteration 48Q: 3 clusters Score -6878516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -6878519.000000 Penalty: 5427.501953
	Iteration 49Q: 3 clusters Score -6878519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -6878515.500000 Penalty: 5427.501953
	Iteration 50Q: 3 clusters Score -6878516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -6878515.500000 Penalty: 5427.501953
	Iteration 51F: 3 clusters Score -6878516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Entering Unmasked Estep 
Score: -405772.531250 Penalty: 2016.911255
	Iteration 0F: 2 clusters Score -405772.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -402262.250000 Penalty: 4033.822510
	Iteration 0F: 3 clusters Score -402262.2 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -403033.125000 Penalty: 4033.822510
	Iteration 1F: 3 clusters Score -403033.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -403245.187500 Penalty: 4033.822510
	Iteration 2F: 3 clusters Score -403245.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -403395.781250 Penalty: 4033.822510
	Iteration 3F: 3 clusters Score -403395.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -403486.906250 Penalty: 4033.822510
	Iteration 4Q: 3 clusters Score -403486.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -403554.781250 Penalty: 4033.822510
	Iteration 5Q: 3 clusters Score -403554.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -403635.468750 Penalty: 4033.822510
	Iteration 6Q: 3 clusters Score -403635.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -403712.843750 Penalty: 4033.822510
	Iteration 7Q: 3 clusters Score -403712.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -403789.562500 Penalty: 4033.822510
	Iteration 8Q: 3 clusters Score -403789.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -403866.718750 Penalty: 4033.822510
	Iteration 9Q: 3 clusters Score -403866.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -403941.625000 Penalty: 4033.822510
	Iteration 10Q: 3 clusters Score -403941.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -404009.875000 Penalty: 4033.822510
	Iteration 11Q: 3 clusters Score -404009.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -404078.718750 Penalty: 4033.822510
	Iteration 12Q: 3 clusters Score -404078.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -404134.562500 Penalty: 4033.822510
	Iteration 13Q: 3 clusters Score -404134.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -404182.750000 Penalty: 4033.822510
	Iteration 14Q: 3 clusters Score -404182.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -404246.968750 Penalty: 4033.822510
	Iteration 15Q: 3 clusters Score -404247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -404288.062500 Penalty: 4033.822510
	Iteration 16Q: 3 clusters Score -404288.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -404335.000000 Penalty: 4033.822510
	Iteration 17Q: 3 clusters Score -404335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -404361.000000 Penalty: 4033.822510
	Iteration 18Q: 3 clusters Score -404361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -404378.718750 Penalty: 4033.822510
	Iteration 19Q: 3 clusters Score -404378.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -404398.906250 Penalty: 4033.822510
	Iteration 20F: 3 clusters Score -404398.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -404413.000000 Penalty: 4033.822510
	Iteration 21Q: 3 clusters Score -404413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -404417.406250 Penalty: 4033.822510
	Iteration 22Q: 3 clusters Score -404417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -404418.562500 Penalty: 4033.822510
	Iteration 23Q: 3 clusters Score -404418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -404419.718750 Penalty: 4033.822510
	Iteration 24Q: 3 clusters Score -404419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -404419.968750 Penalty: 4033.822510
	Iteration 25Q: 3 clusters Score -404420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -404421.218750 Penalty: 4033.822510
	Iteration 26Q: 3 clusters Score -404421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -404421.687500 Penalty: 4033.822510
	Iteration 27Q: 3 clusters Score -404421.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -404421.906250 Penalty: 4033.822510
	Iteration 28Q: 3 clusters Score -404421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -404423.843750 Penalty: 4033.822510
	Iteration 29Q: 3 clusters Score -404423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -404423.875000 Penalty: 4033.822510
	Iteration 30Q: 3 clusters Score -404423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -404423.875000 Penalty: 4033.822510
	Iteration 31F: 3 clusters Score -404423.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Entering Unmasked Estep 
Score: -5648157.500000 Penalty: 2654.465820
	Iteration 0F: 2 clusters Score -5648158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -5618129.000000 Penalty: 5308.931641
	Iteration 0F: 3 clusters Score -5618129 nChanged 20607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -5629448.000000 Penalty: 5308.931641
	Iteration 1F: 3 clusters Score -5629448 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -5629919.500000 Penalty: 5308.931641
	Iteration 2Q: 3 clusters Score -5629920 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -5630421.000000 Penalty: 5308.931641
	Iteration 3Q: 3 clusters Score -5630421 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -5631070.500000 Penalty: 5308.931641
	Iteration 4Q: 3 clusters Score -5631070 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -5631913.500000 Penalty: 5308.931641
	Iteration 5Q: 3 clusters Score -5631914 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -5633080.500000 Penalty: 5308.931641
	Iteration 6Q: 3 clusters Score -5633080 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -5634875.500000 Penalty: 5308.931641
	Iteration 7F: 3 clusters Score -5634876 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -5637141.500000 Penalty: 5308.931641
	Iteration 8F: 3 clusters Score -5637142 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -5639623.000000 Penalty: 5308.931641
	Iteration 9F: 3 clusters Score -5639623 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -5641883.000000 Penalty: 5308.931641
	Iteration 10F: 3 clusters Score -5641883 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5643486.000000 Penalty: 5308.931641
	Iteration 11Q: 3 clusters Score -5643486 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5644468.500000 Penalty: 5308.931641
	Iteration 12Q: 3 clusters Score -5644468 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5645018.000000 Penalty: 5308.931641
	Iteration 13Q: 3 clusters Score -5645018 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5645329.000000 Penalty: 5308.931641
	Iteration 14Q: 3 clusters Score -5645329 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5645512.000000 Penalty: 5308.931641
	Iteration 15Q: 3 clusters Score -5645512 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5645618.000000 Penalty: 5308.931641
	Iteration 16Q: 3 clusters Score -5645618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5645685.000000 Penalty: 5308.931641
	Iteration 17Q: 3 clusters Score -5645685 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5645751.500000 Penalty: 5308.931641
	Iteration 18Q: 3 clusters Score -5645752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5645805.500000 Penalty: 5308.931641
	Iteration 19Q: 3 clusters Score -5645806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5645846.000000 Penalty: 5308.931641
	Iteration 20F: 3 clusters Score -5645846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5645866.500000 Penalty: 5308.931641
	Iteration 21Q: 3 clusters Score -5645866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5645871.000000 Penalty: 5308.931641
	Iteration 22Q: 3 clusters Score -5645871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5645877.500000 Penalty: 5308.931641
	Iteration 23Q: 3 clusters Score -5645878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5645883.500000 Penalty: 5308.931641
	Iteration 24Q: 3 clusters Score -5645884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5645885.500000 Penalty: 5308.931641
	Iteration 25Q: 3 clusters Score -5645886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5645892.500000 Penalty: 5308.931641
	Iteration 26Q: 3 clusters Score -5645892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5645897.500000 Penalty: 5308.931641
	Iteration 27Q: 3 clusters Score -5645898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5645909.500000 Penalty: 5308.931641
	Iteration 28Q: 3 clusters Score -5645910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5645912.000000 Penalty: 5308.931641
	Iteration 29Q: 3 clusters Score -5645912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5645918.000000 Penalty: 5308.931641
	Iteration 30Q: 3 clusters Score -5645918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5645921.500000 Penalty: 5308.931641
	Iteration 31Q: 3 clusters Score -5645922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5645927.000000 Penalty: 5308.931641
	Iteration 32Q: 3 clusters Score -5645927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5645936.500000 Penalty: 5308.931641
	Iteration 33Q: 3 clusters Score -5645936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5645938.000000 Penalty: 5308.931641
	Iteration 34Q: 3 clusters Score -5645938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5645936.500000 Penalty: 5308.931641
	Iteration 35Q: 3 clusters Score -5645936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5645940.500000 Penalty: 5308.931641
	Iteration 36Q: 3 clusters Score -5645940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5645941.500000 Penalty: 5308.931641
	Iteration 37Q: 3 clusters Score -5645942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5645938.500000 Penalty: 5308.931641
	Iteration 38Q: 3 clusters Score -5645938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5645938.500000 Penalty: 5308.931641
	Iteration 39F: 3 clusters Score -5645938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (120634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120634 members 
Entering Unmasked Estep 
Score: -15636385.000000 Penalty: 2901.728027
	Iteration 0F: 2 clusters Score -1.563638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -15556214.000000 Penalty: 5803.456055
	Iteration 0F: 3 clusters Score -1.555621e+07 nChanged 57544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -15589243.000000 Penalty: 5803.456055
	Iteration 1F: 3 clusters Score -1.558924e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -15590161.000000 Penalty: 5803.456055
	Iteration 2Q: 3 clusters Score -1.559016e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -15591523.000000 Penalty: 5803.456055
	Iteration 3Q: 3 clusters Score -1.559152e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -15593475.000000 Penalty: 5803.456055
	Iteration 4Q: 3 clusters Score -1.559348e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -15596529.000000 Penalty: 5803.456055
	Iteration 5Q: 3 clusters Score -1.559653e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -15600687.000000 Penalty: 5803.456055
	Iteration 6F: 3 clusters Score -1.560069e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 74730 members 
Entering Unmasked Estep 
Score: -15606527.000000 Penalty: 5803.456055
	Iteration 7F: 3 clusters Score -1.560653e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -15612479.000000 Penalty: 5803.456055
	Iteration 8F: 3 clusters Score -1.561248e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -15617011.000000 Penalty: 5803.456055
	Iteration 9F: 3 clusters Score -1.561701e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
Score: -15619737.000000 Penalty: 5803.456055
	Iteration 10Q: 3 clusters Score -1.561974e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -15621392.000000 Penalty: 5803.456055
	Iteration 11Q: 3 clusters Score -1.562139e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -15622302.000000 Penalty: 5803.456055
	Iteration 12Q: 3 clusters Score -1.56223e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -15623080.000000 Penalty: 5803.456055
	Iteration 13Q: 3 clusters Score -1.562308e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 90953 members 
Entering Unmasked Estep 
Score: -15624031.000000 Penalty: 5803.456055
	Iteration 14Q: 3 clusters Score -1.562403e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 92639 members 
Entering Unmasked Estep 
Score: -15624979.000000 Penalty: 5803.456055
	Iteration 15Q: 3 clusters Score -1.562498e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 94249 members 
Entering Unmasked Estep 
Score: -15626094.000000 Penalty: 5803.456055
	Iteration 16Q: 3 clusters Score -1.562609e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -15627256.000000 Penalty: 5803.456055
	Iteration 17Q: 3 clusters Score -1.562726e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -15628543.000000 Penalty: 5803.456055
	Iteration 18Q: 3 clusters Score -1.562854e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -15629888.000000 Penalty: 5803.456055
	Iteration 19Q: 3 clusters Score -1.562989e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 98646 members 
Entering Unmasked Estep 
Score: -15631260.000000 Penalty: 5803.456055
	Iteration 20F: 3 clusters Score -1.563126e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 99140 members 
Entering Unmasked Estep 
Score: -15632392.000000 Penalty: 5803.456055
	Iteration 21Q: 3 clusters Score -1.563239e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 99386 members 
Entering Unmasked Estep 
Score: -15633180.000000 Penalty: 5803.456055
	Iteration 22Q: 3 clusters Score -1.563318e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 99459 members 
Entering Unmasked Estep 
Score: -15633655.000000 Penalty: 5803.456055
	Iteration 23Q: 3 clusters Score -1.563366e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 99412 members 
Entering Unmasked Estep 
Score: -15634009.000000 Penalty: 5803.456055
	Iteration 24Q: 3 clusters Score -1.563401e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 99350 members 
Entering Unmasked Estep 
Score: -15634152.000000 Penalty: 5803.456055
	Iteration 25Q: 3 clusters Score -1.563415e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 99251 members 
Entering Unmasked Estep 
Score: -15634248.000000 Penalty: 5803.456055
	Iteration 26Q: 3 clusters Score -1.563425e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -15634311.000000 Penalty: 5803.456055
	Iteration 27Q: 3 clusters Score -1.563431e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 99069 members 
Entering Unmasked Estep 
Score: -15634304.000000 Penalty: 5803.456055
	Iteration 28Q: 3 clusters Score -1.56343e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
Score: -15634324.000000 Penalty: 5803.456055
	Iteration 29Q: 3 clusters Score -1.563432e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 98919 members 
Entering Unmasked Estep 
Score: -15634322.000000 Penalty: 5803.456055
	Iteration 30Q: 3 clusters Score -1.563432e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -15634342.000000 Penalty: 5803.456055
	Iteration 31Q: 3 clusters Score -1.563434e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -15634351.000000 Penalty: 5803.456055
	Iteration 32Q: 3 clusters Score -1.563435e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 98762 members 
Entering Unmasked Estep 
Score: -15634341.000000 Penalty: 5803.456055
	Iteration 33Q: 3 clusters Score -1.563434e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 98713 members 
Entering Unmasked Estep 
Score: -15634335.000000 Penalty: 5803.456055
	Iteration 34Q: 3 clusters Score -1.563434e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 98659 members 
Entering Unmasked Estep 
Score: -15634343.000000 Penalty: 5803.456055
	Iteration 35Q: 3 clusters Score -1.563434e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 98601 members 
Entering Unmasked Estep 
Score: -15634360.000000 Penalty: 5803.456055
	Iteration 36Q: 3 clusters Score -1.563436e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 98541 members 
Entering Unmasked Estep 
Score: -15634364.000000 Penalty: 5803.456055
	Iteration 37Q: 3 clusters Score -1.563436e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -15634373.000000 Penalty: 5803.456055
	Iteration 38Q: 3 clusters Score -1.563437e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 98450 members 
Entering Unmasked Estep 
Score: -15634350.000000 Penalty: 5803.456055
	Iteration 39Q: 3 clusters Score -1.563435e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -15634354.000000 Penalty: 5803.456055
	Iteration 40F: 3 clusters Score -1.563435e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -15634360.000000 Penalty: 5803.456055
	Iteration 41Q: 3 clusters Score -1.563436e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -15634375.000000 Penalty: 5803.456055
	Iteration 42Q: 3 clusters Score -1.563438e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -15634374.000000 Penalty: 5803.456055
	Iteration 43Q: 3 clusters Score -1.563437e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
Score: -15634387.000000 Penalty: 5803.456055
	Iteration 44Q: 3 clusters Score -1.563439e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 98171 members 
Entering Unmasked Estep 
Score: -15634378.000000 Penalty: 5803.456055
	Iteration 45Q: 3 clusters Score -1.563438e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
Score: -15634370.000000 Penalty: 5803.456055
	Iteration 46Q: 3 clusters Score -1.563437e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 98095 members 
Entering Unmasked Estep 
Score: -15634386.000000 Penalty: 5803.456055
	Iteration 47Q: 3 clusters Score -1.563439e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 98057 members 
Entering Unmasked Estep 
Score: -15634354.000000 Penalty: 5803.456055
	Iteration 48Q: 3 clusters Score -1.563435e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 98025 members 
Entering Unmasked Estep 
Score: -15634363.000000 Penalty: 5803.456055
	Iteration 49Q: 3 clusters Score -1.563436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 97996 members 
Entering Unmasked Estep 
Score: -15634357.000000 Penalty: 5803.456055
	Iteration 50Q: 3 clusters Score -1.563436e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -15634369.000000 Penalty: 5803.456055
	Iteration 51Q: 3 clusters Score -1.563437e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 97929 members 
Entering Unmasked Estep 
Score: -15634359.000000 Penalty: 5803.456055
	Iteration 52Q: 3 clusters Score -1.563436e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 97896 members 
Entering Unmasked Estep 
Score: -15634336.000000 Penalty: 5803.456055
	Iteration 53Q: 3 clusters Score -1.563434e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 97866 members 
Entering Unmasked Estep 
Score: -15634352.000000 Penalty: 5803.456055
	Iteration 54Q: 3 clusters Score -1.563435e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 97844 members 
Entering Unmasked Estep 
Score: -15634335.000000 Penalty: 5803.456055
	Iteration 55Q: 3 clusters Score -1.563434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 97827 members 
Entering Unmasked Estep 
Score: -15634362.000000 Penalty: 5803.456055
	Iteration 56Q: 3 clusters Score -1.563436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 97817 members 
Entering Unmasked Estep 
Score: -15634357.000000 Penalty: 5803.456055
	Iteration 57Q: 3 clusters Score -1.563436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 97811 members 
Entering Unmasked Estep 
Score: -15634367.000000 Penalty: 5803.456055
	Iteration 58Q: 3 clusters Score -1.563437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -15634373.000000 Penalty: 5803.456055
	Iteration 59Q: 3 clusters Score -1.563437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -15634383.000000 Penalty: 5803.456055
	Iteration 60F: 3 clusters Score -1.563438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 97802 members 
Entering Unmasked Estep 
Score: -15634391.000000 Penalty: 5803.456055
	Iteration 61Q: 3 clusters Score -1.563439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -15634378.000000 Penalty: 5803.456055
	Iteration 62Q: 3 clusters Score -1.563438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
Score: -15634380.000000 Penalty: 5803.456055
	Iteration 63Q: 3 clusters Score -1.563438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -15634379.000000 Penalty: 5803.456055
	Iteration 64Q: 3 clusters Score -1.563438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -15634379.000000 Penalty: 5803.456055
	Iteration 65Q: 3 clusters Score -1.563438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -15634378.000000 Penalty: 5803.456055
	Iteration 66Q: 3 clusters Score -1.563438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 97788 members 
Entering Unmasked Estep 
Score: -15634381.000000 Penalty: 5803.456055
	Iteration 67Q: 3 clusters Score -1.563438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 97783 members 
Entering Unmasked Estep 
Score: -15634377.000000 Penalty: 5803.456055
	Iteration 68Q: 3 clusters Score -1.563438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -15634380.000000 Penalty: 5803.456055
	Iteration 69Q: 3 clusters Score -1.563438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -15634380.000000 Penalty: 5803.456055
	Iteration 70Q: 3 clusters Score -1.563438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 97768 members 
Entering Unmasked Estep 
Score: -15634358.000000 Penalty: 5803.456055
	Iteration 71Q: 3 clusters Score -1.563436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 97764 members 
Entering Unmasked Estep 
Score: -15634346.000000 Penalty: 5803.456055
	Iteration 72Q: 3 clusters Score -1.563435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 97760 members 
Entering Unmasked Estep 
Score: -15634353.000000 Penalty: 5803.456055
	Iteration 73Q: 3 clusters Score -1.563435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 97756 members 
Entering Unmasked Estep 
Score: -15634355.000000 Penalty: 5803.456055
	Iteration 74Q: 3 clusters Score -1.563436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 97752 members 
Entering Unmasked Estep 
Score: -15634365.000000 Penalty: 5803.456055
	Iteration 75Q: 3 clusters Score -1.563436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 97750 members 
Entering Unmasked Estep 
Score: -15634366.000000 Penalty: 5803.456055
	Iteration 76Q: 3 clusters Score -1.563437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 97749 members 
Entering Unmasked Estep 
Score: -15634367.000000 Penalty: 5803.456055
	Iteration 77Q: 3 clusters Score -1.563437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 97749 members 
Entering Unmasked Estep 
Score: -15634367.000000 Penalty: 5803.456055
	Iteration 78F: 3 clusters Score -1.563437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (101431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Entering Unmasked Estep 
Score: -12899674.000000 Penalty: 2858.729248
	Iteration 0F: 2 clusters Score -1.289967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -12831940.000000 Penalty: 5717.458496
	Iteration 0F: 3 clusters Score -1.283194e+07 nChanged 47815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -12859160.000000 Penalty: 5717.458496
	Iteration 1F: 3 clusters Score -1.285916e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -12859892.000000 Penalty: 5717.458496
	Iteration 2Q: 3 clusters Score -1.285989e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -12860882.000000 Penalty: 5717.458496
	Iteration 3Q: 3 clusters Score -1.286088e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -12862300.000000 Penalty: 5717.458496
	Iteration 4Q: 3 clusters Score -1.28623e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -12864980.000000 Penalty: 5717.458496
	Iteration 5Q: 3 clusters Score -1.286498e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -12869440.000000 Penalty: 5717.458496
	Iteration 6F: 3 clusters Score -1.286944e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -12875940.000000 Penalty: 5717.458496
	Iteration 7F: 3 clusters Score -1.287594e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -12883463.000000 Penalty: 5717.458496
	Iteration 8F: 3 clusters Score -1.288346e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -12890086.000000 Penalty: 5717.458496
	Iteration 9F: 3 clusters Score -1.289009e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -12893940.000000 Penalty: 5717.458496
	Iteration 10Q: 3 clusters Score -1.289394e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
Score: -12895711.000000 Penalty: 5717.458496
	Iteration 11Q: 3 clusters Score -1.289571e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 100072 members 
Entering Unmasked Estep 
Score: -12896443.000000 Penalty: 5717.458496
	Iteration 12Q: 3 clusters Score -1.289644e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
Score: -12896800.000000 Penalty: 5717.458496
	Iteration 13Q: 3 clusters Score -1.28968e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 100642 members 
Entering Unmasked Estep 
Score: -12896931.000000 Penalty: 5717.458496
	Iteration 14Q: 3 clusters Score -1.289693e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 100759 members 
Entering Unmasked Estep 
Score: -12897027.000000 Penalty: 5717.458496
	Iteration 15Q: 3 clusters Score -1.289703e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 100827 members 
Entering Unmasked Estep 
Score: -12897065.000000 Penalty: 5717.458496
	Iteration 16Q: 3 clusters Score -1.289706e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 100854 members 
Entering Unmasked Estep 
Score: -12897122.000000 Penalty: 5717.458496
	Iteration 17Q: 3 clusters Score -1.289712e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -12897148.000000 Penalty: 5717.458496
	Iteration 18Q: 3 clusters Score -1.289715e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -12897166.000000 Penalty: 5717.458496
	Iteration 19Q: 3 clusters Score -1.289717e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 100928 members 
Entering Unmasked Estep 
Score: -12897183.000000 Penalty: 5717.458496
	Iteration 20F: 3 clusters Score -1.289718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 100944 members 
Entering Unmasked Estep 
Score: -12897189.000000 Penalty: 5717.458496
	Iteration 21Q: 3 clusters Score -1.289719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -12897197.000000 Penalty: 5717.458496
	Iteration 22Q: 3 clusters Score -1.28972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -12897214.000000 Penalty: 5717.458496
	Iteration 23Q: 3 clusters Score -1.289721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -12897211.000000 Penalty: 5717.458496
	Iteration 24Q: 3 clusters Score -1.289721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 100969 members 
Entering Unmasked Estep 
Score: -12897224.000000 Penalty: 5717.458496
	Iteration 25Q: 3 clusters Score -1.289722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -12897227.000000 Penalty: 5717.458496
	Iteration 26Q: 3 clusters Score -1.289723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -12897248.000000 Penalty: 5717.458496
	Iteration 27Q: 3 clusters Score -1.289725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
Score: -12897264.000000 Penalty: 5717.458496
	Iteration 28Q: 3 clusters Score -1.289726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 101000 members 
Entering Unmasked Estep 
Score: -12897262.000000 Penalty: 5717.458496
	Iteration 29Q: 3 clusters Score -1.289726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 101004 members 
Entering Unmasked Estep 
Score: -12897281.000000 Penalty: 5717.458496
	Iteration 30Q: 3 clusters Score -1.289728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 101005 members 
Entering Unmasked Estep 
Score: -12897298.000000 Penalty: 5717.458496
	Iteration 31Q: 3 clusters Score -1.28973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 101006 members 
Entering Unmasked Estep 
Score: -12897298.000000 Penalty: 5717.458496
	Iteration 32Q: 3 clusters Score -1.28973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 101007 members 
Entering Unmasked Estep 
Score: -12897301.000000 Penalty: 5717.458496
	Iteration 33Q: 3 clusters Score -1.28973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -12897299.000000 Penalty: 5717.458496
	Iteration 34Q: 3 clusters Score -1.28973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -12897299.000000 Penalty: 5717.458496
	Iteration 35F: 3 clusters Score -1.28973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Entering Unmasked Estep 
Score: -1883732.250000 Penalty: 2398.264160
	Iteration 0F: 2 clusters Score -1883732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1872471.625000 Penalty: 4796.528320
	Iteration 0F: 3 clusters Score -1872472 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1876206.500000 Penalty: 4796.528320
	Iteration 1F: 3 clusters Score -1876206 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1876827.750000 Penalty: 4796.528320
	Iteration 2F: 3 clusters Score -1876828 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1877428.000000 Penalty: 4796.528320
	Iteration 3F: 3 clusters Score -1877428 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1878065.750000 Penalty: 4796.528320
	Iteration 4F: 3 clusters Score -1878066 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1878714.625000 Penalty: 4796.528320
	Iteration 5F: 3 clusters Score -1878715 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1879378.625000 Penalty: 4796.528320
	Iteration 6F: 3 clusters Score -1879379 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1879998.750000 Penalty: 4796.528320
	Iteration 7F: 3 clusters Score -1879999 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1880588.250000 Penalty: 4796.528320
	Iteration 8F: 3 clusters Score -1880588 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1881097.375000 Penalty: 4796.528320
	Iteration 9Q: 3 clusters Score -1881097 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1881571.500000 Penalty: 4796.528320
	Iteration 10Q: 3 clusters Score -1881572 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1881961.750000 Penalty: 4796.528320
	Iteration 11Q: 3 clusters Score -1881962 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1882231.750000 Penalty: 4796.528320
	Iteration 12Q: 3 clusters Score -1882232 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1882395.750000 Penalty: 4796.528320
	Iteration 13Q: 3 clusters Score -1882396 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1882484.250000 Penalty: 4796.528320
	Iteration 14Q: 3 clusters Score -1882484 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1882538.250000 Penalty: 4796.528320
	Iteration 15Q: 3 clusters Score -1882538 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1882568.875000 Penalty: 4796.528320
	Iteration 16Q: 3 clusters Score -1882569 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1882584.125000 Penalty: 4796.528320
	Iteration 17Q: 3 clusters Score -1882584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1882596.875000 Penalty: 4796.528320
	Iteration 18Q: 3 clusters Score -1882597 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1882611.750000 Penalty: 4796.528320
	Iteration 19Q: 3 clusters Score -1882612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1882624.125000 Penalty: 4796.528320
	Iteration 20F: 3 clusters Score -1882624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1882634.125000 Penalty: 4796.528320
	Iteration 21Q: 3 clusters Score -1882634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1882636.000000 Penalty: 4796.528320
	Iteration 22Q: 3 clusters Score -1882636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1882647.750000 Penalty: 4796.528320
	Iteration 23Q: 3 clusters Score -1882648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1882650.500000 Penalty: 4796.528320
	Iteration 24Q: 3 clusters Score -1882650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1882652.125000 Penalty: 4796.528320
	Iteration 25Q: 3 clusters Score -1882652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1882657.625000 Penalty: 4796.528320
	Iteration 26Q: 3 clusters Score -1882658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1882661.750000 Penalty: 4796.528320
	Iteration 27Q: 3 clusters Score -1882662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1882662.375000 Penalty: 4796.528320
	Iteration 28Q: 3 clusters Score -1882662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1882663.250000 Penalty: 4796.528320
	Iteration 29Q: 3 clusters Score -1882663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1882664.250000 Penalty: 4796.528320
	Iteration 30Q: 3 clusters Score -1882664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1882665.750000 Penalty: 4796.528320
	Iteration 31Q: 3 clusters Score -1882666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1882673.375000 Penalty: 4796.528320
	Iteration 32Q: 3 clusters Score -1882673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1882671.125000 Penalty: 4796.528320
	Iteration 33Q: 3 clusters Score -1882671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1882675.000000 Penalty: 4796.528320
	Iteration 34Q: 3 clusters Score -1882675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1882675.250000 Penalty: 4796.528320
	Iteration 35Q: 3 clusters Score -1882675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1882674.500000 Penalty: 4796.528320
	Iteration 36Q: 3 clusters Score -1882674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1882676.375000 Penalty: 4796.528320
	Iteration 37Q: 3 clusters Score -1882676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1882676.875000 Penalty: 4796.528320
	Iteration 38Q: 3 clusters Score -1882677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1882678.500000 Penalty: 4796.528320
	Iteration 39Q: 3 clusters Score -1882678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1882681.000000 Penalty: 4796.528320
	Iteration 40F: 3 clusters Score -1882681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1882680.250000 Penalty: 4796.528320
	Iteration 41Q: 3 clusters Score -1882680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1882683.250000 Penalty: 4796.528320
	Iteration 42Q: 3 clusters Score -1882683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1882680.500000 Penalty: 4796.528320
	Iteration 43Q: 3 clusters Score -1882680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1882684.625000 Penalty: 4796.528320
	Iteration 44Q: 3 clusters Score -1882685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1882687.250000 Penalty: 4796.528320
	Iteration 45Q: 3 clusters Score -1882687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1882684.750000 Penalty: 4796.528320
	Iteration 46Q: 3 clusters Score -1882685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1882687.250000 Penalty: 4796.528320
	Iteration 47Q: 3 clusters Score -1882687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1882684.875000 Penalty: 4796.528320
	Iteration 48Q: 3 clusters Score -1882685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1882683.875000 Penalty: 4796.528320
	Iteration 49Q: 3 clusters Score -1882684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1882684.625000 Penalty: 4796.528320
	Iteration 50Q: 3 clusters Score -1882685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1882685.500000 Penalty: 4796.528320
	Iteration 51Q: 3 clusters Score -1882686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1882685.875000 Penalty: 4796.528320
	Iteration 52Q: 3 clusters Score -1882686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1882690.000000 Penalty: 4796.528320
	Iteration 53Q: 3 clusters Score -1882690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1882684.875000 Penalty: 4796.528320
	Iteration 54Q: 3 clusters Score -1882685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1882684.125000 Penalty: 4796.528320
	Iteration 55Q: 3 clusters Score -1882684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1882686.000000 Penalty: 4796.528320
	Iteration 56Q: 3 clusters Score -1882686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1882687.250000 Penalty: 4796.528320
	Iteration 57Q: 3 clusters Score -1882687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1882686.125000 Penalty: 4796.528320
	Iteration 58Q: 3 clusters Score -1882686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1882692.000000 Penalty: 4796.528320
	Iteration 59Q: 3 clusters Score -1882692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1882689.500000 Penalty: 4796.528320
	Iteration 60F: 3 clusters Score -1882690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1882688.250000 Penalty: 4796.528320
	Iteration 61Q: 3 clusters Score -1882688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1882689.875000 Penalty: 4796.528320
	Iteration 62Q: 3 clusters Score -1882690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1882691.250000 Penalty: 4796.528320
	Iteration 63Q: 3 clusters Score -1882691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1882693.000000 Penalty: 4796.528320
	Iteration 64Q: 3 clusters Score -1882693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1882689.375000 Penalty: 4796.528320
	Iteration 65Q: 3 clusters Score -1882689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1882689.875000 Penalty: 4796.528320
	Iteration 66Q: 3 clusters Score -1882690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1882690.250000 Penalty: 4796.528320
	Iteration 67Q: 3 clusters Score -1882690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1882691.000000 Penalty: 4796.528320
	Iteration 68Q: 3 clusters Score -1882691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1882695.250000 Penalty: 4796.528320
	Iteration 69Q: 3 clusters Score -1882695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1882690.875000 Penalty: 4796.528320
	Iteration 70Q: 3 clusters Score -1882691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1882692.375000 Penalty: 4796.528320
	Iteration 71Q: 3 clusters Score -1882692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1882692.375000 Penalty: 4796.528320
	Iteration 72Q: 3 clusters Score -1882692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1882694.625000 Penalty: 4796.528320
	Iteration 73Q: 3 clusters Score -1882695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1882693.125000 Penalty: 4796.528320
	Iteration 74Q: 3 clusters Score -1882693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1882696.000000 Penalty: 4796.528320
	Iteration 75Q: 3 clusters Score -1882696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1882694.000000 Penalty: 4796.528320
	Iteration 76Q: 3 clusters Score -1882694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1882695.000000 Penalty: 4796.528320
	Iteration 77Q: 3 clusters Score -1882695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1882695.000000 Penalty: 4796.528320
	Iteration 78F: 3 clusters Score -1882695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -45133.484375 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -45133.48 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 193 members 
Entering Unmasked Estep 
Score: -43884.765625 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -43884.77 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44139.746094 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -44139.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44360.875000 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -44360.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -44559.007812 Penalty: 2995.966309
	Iteration 3F: 3 clusters Score -44559.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -44728.453125 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -44728.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44860.980469 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -44860.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -45013.714844 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -45013.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -45061.152344 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -45061.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -45103.347656 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -45103.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -45130.328125 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -45130.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -45130.328125 Penalty: 2995.966309
	Iteration 10F: 3 clusters Score -45130.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -546834.125000 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -546834.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -542622.062500 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -542622.1 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -543650.937500 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -543650.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -543840.750000 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -543840.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -543945.625000 Penalty: 4182.846680
	Iteration 3Q: 3 clusters Score -543945.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -544017.562500 Penalty: 4182.846680
	Iteration 4Q: 3 clusters Score -544017.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -544073.937500 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -544073.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -544116.250000 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -544116.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -544162.500000 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -544162.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -544207.750000 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -544207.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -544251.000000 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -544251 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -544289.562500 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -544289.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -544338.375000 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -544338.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -544385.875000 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -544385.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -544427.625000 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -544427.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -544469.062500 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -544469.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -544516.562500 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -544516.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -544555.812500 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -544555.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -544594.625000 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -544594.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -544639.562500 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -544639.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -544686.500000 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -544686.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -544721.562500 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -544721.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -544744.500000 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -544744.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -544773.562500 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -544773.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -544812.000000 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -544812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -544856.250000 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -544856.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -544903.375000 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -544903.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -544943.750000 Penalty: 4182.846680
	Iteration 26Q: 3 clusters Score -544943.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -544979.562500 Penalty: 4182.846680
	Iteration 27Q: 3 clusters Score -544979.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -545019.437500 Penalty: 4182.846680
	Iteration 28Q: 3 clusters Score -545019.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -545048.125000 Penalty: 4182.846680
	Iteration 29Q: 3 clusters Score -545048.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -545066.250000 Penalty: 4182.846680
	Iteration 30Q: 3 clusters Score -545066.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -545086.437500 Penalty: 4182.846680
	Iteration 31Q: 3 clusters Score -545086.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -545101.375000 Penalty: 4182.846680
	Iteration 32Q: 3 clusters Score -545101.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -545116.375000 Penalty: 4182.846680
	Iteration 33Q: 3 clusters Score -545116.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -545127.937500 Penalty: 4182.846680
	Iteration 34Q: 3 clusters Score -545127.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -545138.000000 Penalty: 4182.846680
	Iteration 35Q: 3 clusters Score -545138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -545149.750000 Penalty: 4182.846680
	Iteration 36Q: 3 clusters Score -545149.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -545158.187500 Penalty: 4182.846680
	Iteration 37Q: 3 clusters Score -545158.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -545168.375000 Penalty: 4182.846680
	Iteration 38Q: 3 clusters Score -545168.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -545178.562500 Penalty: 4182.846680
	Iteration 39Q: 3 clusters Score -545178.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -545187.125000 Penalty: 4182.846680
	Iteration 40F: 3 clusters Score -545187.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -545196.250000 Penalty: 4182.846680
	Iteration 41Q: 3 clusters Score -545196.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -545202.375000 Penalty: 4182.846680
	Iteration 42Q: 3 clusters Score -545202.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -545208.062500 Penalty: 4182.846680
	Iteration 43Q: 3 clusters Score -545208.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -545216.750000 Penalty: 4182.846680
	Iteration 44Q: 3 clusters Score -545216.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -545222.437500 Penalty: 4182.846680
	Iteration 45Q: 3 clusters Score -545222.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -545228.375000 Penalty: 4182.846680
	Iteration 46Q: 3 clusters Score -545228.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -545232.000000 Penalty: 4182.846680
	Iteration 47Q: 3 clusters Score -545232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -545231.625000 Penalty: 4182.846680
	Iteration 48Q: 3 clusters Score -545231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -545234.562500 Penalty: 4182.846680
	Iteration 49Q: 3 clusters Score -545234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -545236.437500 Penalty: 4182.846680
	Iteration 50Q: 3 clusters Score -545236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -545236.375000 Penalty: 4182.846680
	Iteration 51Q: 3 clusters Score -545236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -545240.250000 Penalty: 4182.846680
	Iteration 52Q: 3 clusters Score -545240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -545239.500000 Penalty: 4182.846680
	Iteration 53Q: 3 clusters Score -545239.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -545239.500000 Penalty: 4182.846680
	Iteration 54F: 3 clusters Score -545239.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Entering Unmasked Estep 
Score: -1054424.625000 Penalty: 2261.754639
	Iteration 0F: 2 clusters Score -1054425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1047332.625000 Penalty: 4523.509277
	Iteration 0F: 3 clusters Score -1047333 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1049980.125000 Penalty: 4523.509277
	Iteration 1F: 3 clusters Score -1049980 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1050679.625000 Penalty: 4523.509277
	Iteration 2F: 3 clusters Score -1050680 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1051193.875000 Penalty: 4523.509277
	Iteration 3F: 3 clusters Score -1051194 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1051612.625000 Penalty: 4523.509277
	Iteration 4F: 3 clusters Score -1051613 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1051900.500000 Penalty: 4523.509277
	Iteration 5Q: 3 clusters Score -1051900 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1052082.000000 Penalty: 4523.509277
	Iteration 6Q: 3 clusters Score -1052082 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1052191.875000 Penalty: 4523.509277
	Iteration 7Q: 3 clusters Score -1052192 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1052257.250000 Penalty: 4523.509277
	Iteration 8Q: 3 clusters Score -1052257 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1052315.750000 Penalty: 4523.509277
	Iteration 9Q: 3 clusters Score -1052316 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1052372.875000 Penalty: 4523.509277
	Iteration 10Q: 3 clusters Score -1052373 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1052420.750000 Penalty: 4523.509277
	Iteration 11Q: 3 clusters Score -1052421 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1052450.125000 Penalty: 4523.509277
	Iteration 12Q: 3 clusters Score -1052450 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1052472.250000 Penalty: 4523.509277
	Iteration 13Q: 3 clusters Score -1052472 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1052491.875000 Penalty: 4523.509277
	Iteration 14Q: 3 clusters Score -1052492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1052510.375000 Penalty: 4523.509277
	Iteration 15Q: 3 clusters Score -1052510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1052523.125000 Penalty: 4523.509277
	Iteration 16Q: 3 clusters Score -1052523 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1052534.625000 Penalty: 4523.509277
	Iteration 17Q: 3 clusters Score -1052535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1052546.375000 Penalty: 4523.509277
	Iteration 18Q: 3 clusters Score -1052546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1052551.000000 Penalty: 4523.509277
	Iteration 19Q: 3 clusters Score -1052551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1052561.125000 Penalty: 4523.509277
	Iteration 20F: 3 clusters Score -1052561 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1052571.500000 Penalty: 4523.509277
	Iteration 21Q: 3 clusters Score -1052572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1052583.375000 Penalty: 4523.509277
	Iteration 22Q: 3 clusters Score -1052583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1052595.250000 Penalty: 4523.509277
	Iteration 23Q: 3 clusters Score -1052595 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1052610.000000 Penalty: 4523.509277
	Iteration 24Q: 3 clusters Score -1052610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1052623.375000 Penalty: 4523.509277
	Iteration 25Q: 3 clusters Score -1052623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1052634.750000 Penalty: 4523.509277
	Iteration 26Q: 3 clusters Score -1052635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1052640.375000 Penalty: 4523.509277
	Iteration 27Q: 3 clusters Score -1052640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1052652.125000 Penalty: 4523.509277
	Iteration 28Q: 3 clusters Score -1052652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1052657.625000 Penalty: 4523.509277
	Iteration 29Q: 3 clusters Score -1052658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1052660.500000 Penalty: 4523.509277
	Iteration 30Q: 3 clusters Score -1052660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1052665.500000 Penalty: 4523.509277
	Iteration 31Q: 3 clusters Score -1052666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1052670.875000 Penalty: 4523.509277
	Iteration 32Q: 3 clusters Score -1052671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1052675.500000 Penalty: 4523.509277
	Iteration 33Q: 3 clusters Score -1052676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1052677.750000 Penalty: 4523.509277
	Iteration 34Q: 3 clusters Score -1052678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1052680.625000 Penalty: 4523.509277
	Iteration 35Q: 3 clusters Score -1052681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1052681.000000 Penalty: 4523.509277
	Iteration 36Q: 3 clusters Score -1052681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1052685.125000 Penalty: 4523.509277
	Iteration 37Q: 3 clusters Score -1052685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1052684.625000 Penalty: 4523.509277
	Iteration 38Q: 3 clusters Score -1052685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1052687.500000 Penalty: 4523.509277
	Iteration 39Q: 3 clusters Score -1052688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1052688.875000 Penalty: 4523.509277
	Iteration 40F: 3 clusters Score -1052689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1052692.500000 Penalty: 4523.509277
	Iteration 41Q: 3 clusters Score -1052692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1052692.625000 Penalty: 4523.509277
	Iteration 42Q: 3 clusters Score -1052693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1052691.250000 Penalty: 4523.509277
	Iteration 43Q: 3 clusters Score -1052691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1052691.750000 Penalty: 4523.509277
	Iteration 44Q: 3 clusters Score -1052692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1052693.250000 Penalty: 4523.509277
	Iteration 45Q: 3 clusters Score -1052693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1052692.375000 Penalty: 4523.509277
	Iteration 46Q: 3 clusters Score -1052692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1052692.250000 Penalty: 4523.509277
	Iteration 47Q: 3 clusters Score -1052692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1052692.250000 Penalty: 4523.509277
	Iteration 48F: 3 clusters Score -1052692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Entering Unmasked Estep 
Score: -3948114.250000 Penalty: 2567.939697
	Iteration 0F: 2 clusters Score -3948114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3926660.000000 Penalty: 5135.879395
	Iteration 0F: 3 clusters Score -3926660 nChanged 14248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3934388.000000 Penalty: 5135.879395
	Iteration 1F: 3 clusters Score -3934388 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3934919.500000 Penalty: 5135.879395
	Iteration 2Q: 3 clusters Score -3934920 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -3935414.750000 Penalty: 5135.879395
	Iteration 3Q: 3 clusters Score -3935415 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3936102.000000 Penalty: 5135.879395
	Iteration 4Q: 3 clusters Score -3936102 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3936998.500000 Penalty: 5135.879395
	Iteration 5Q: 3 clusters Score -3936998 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3938087.750000 Penalty: 5135.879395
	Iteration 6F: 3 clusters Score -3938088 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3939146.500000 Penalty: 5135.879395
	Iteration 7F: 3 clusters Score -3939146 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3940172.500000 Penalty: 5135.879395
	Iteration 8F: 3 clusters Score -3940172 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3941224.000000 Penalty: 5135.879395
	Iteration 9F: 3 clusters Score -3941224 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3942115.750000 Penalty: 5135.879395
	Iteration 10Q: 3 clusters Score -3942116 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3942717.750000 Penalty: 5135.879395
	Iteration 11Q: 3 clusters Score -3942718 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3943193.000000 Penalty: 5135.879395
	Iteration 12Q: 3 clusters Score -3943193 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3943561.500000 Penalty: 5135.879395
	Iteration 13Q: 3 clusters Score -3943562 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3943916.750000 Penalty: 5135.879395
	Iteration 14Q: 3 clusters Score -3943917 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3944200.750000 Penalty: 5135.879395
	Iteration 15Q: 3 clusters Score -3944201 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3944465.750000 Penalty: 5135.879395
	Iteration 16Q: 3 clusters Score -3944466 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3944758.750000 Penalty: 5135.879395
	Iteration 17Q: 3 clusters Score -3944759 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3945033.500000 Penalty: 5135.879395
	Iteration 18Q: 3 clusters Score -3945034 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3945276.250000 Penalty: 5135.879395
	Iteration 19Q: 3 clusters Score -3945276 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3945521.500000 Penalty: 5135.879395
	Iteration 20F: 3 clusters Score -3945522 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -3945758.500000 Penalty: 5135.879395
	Iteration 21Q: 3 clusters Score -3945758 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3945959.500000 Penalty: 5135.879395
	Iteration 22Q: 3 clusters Score -3945960 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -3946186.750000 Penalty: 5135.879395
	Iteration 23Q: 3 clusters Score -3946187 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3946397.000000 Penalty: 5135.879395
	Iteration 24Q: 3 clusters Score -3946397 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3946600.000000 Penalty: 5135.879395
	Iteration 25Q: 3 clusters Score -3946600 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -3946763.500000 Penalty: 5135.879395
	Iteration 26Q: 3 clusters Score -3946764 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3946894.250000 Penalty: 5135.879395
	Iteration 27Q: 3 clusters Score -3946894 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3947023.250000 Penalty: 5135.879395
	Iteration 28Q: 3 clusters Score -3947023 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3947113.250000 Penalty: 5135.879395
	Iteration 29Q: 3 clusters Score -3947113 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3947195.500000 Penalty: 5135.879395
	Iteration 30Q: 3 clusters Score -3947196 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3947259.500000 Penalty: 5135.879395
	Iteration 31Q: 3 clusters Score -3947260 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -3947317.250000 Penalty: 5135.879395
	Iteration 32Q: 3 clusters Score -3947317 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -3947378.750000 Penalty: 5135.879395
	Iteration 33Q: 3 clusters Score -3947379 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3947418.000000 Penalty: 5135.879395
	Iteration 34Q: 3 clusters Score -3947418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -3947435.000000 Penalty: 5135.879395
	Iteration 35Q: 3 clusters Score -3947435 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -3947470.250000 Penalty: 5135.879395
	Iteration 36Q: 3 clusters Score -3947470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -3947486.000000 Penalty: 5135.879395
	Iteration 37Q: 3 clusters Score -3947486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -3947497.500000 Penalty: 5135.879395
	Iteration 38Q: 3 clusters Score -3947498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3947505.500000 Penalty: 5135.879395
	Iteration 39Q: 3 clusters Score -3947506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -3947509.500000 Penalty: 5135.879395
	Iteration 40F: 3 clusters Score -3947510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -3947511.500000 Penalty: 5135.879395
	Iteration 41Q: 3 clusters Score -3947512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -3947514.250000 Penalty: 5135.879395
	Iteration 42Q: 3 clusters Score -3947514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -3947511.750000 Penalty: 5135.879395
	Iteration 43Q: 3 clusters Score -3947512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -3947517.250000 Penalty: 5135.879395
	Iteration 44Q: 3 clusters Score -3947517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -3947517.250000 Penalty: 5135.879395
	Iteration 45Q: 3 clusters Score -3947517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3947518.000000 Penalty: 5135.879395
	Iteration 46Q: 3 clusters Score -3947518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3947517.750000 Penalty: 5135.879395
	Iteration 47Q: 3 clusters Score -3947518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3947519.000000 Penalty: 5135.879395
	Iteration 48Q: 3 clusters Score -3947519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3947519.000000 Penalty: 5135.879395
	Iteration 49F: 3 clusters Score -3947519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Entering Unmasked Estep 
Score: -985977.625000 Penalty: 2236.636475
	Iteration 0F: 2 clusters Score -985977.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -979435.875000 Penalty: 4473.272949
	Iteration 0F: 3 clusters Score -979435.9 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -981401.750000 Penalty: 4473.272949
	Iteration 1F: 3 clusters Score -981401.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -981873.000000 Penalty: 4473.272949
	Iteration 2F: 3 clusters Score -981873 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -982337.187500 Penalty: 4473.272949
	Iteration 3F: 3 clusters Score -982337.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -982885.250000 Penalty: 4473.272949
	Iteration 4F: 3 clusters Score -982885.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -983475.562500 Penalty: 4473.272949
	Iteration 5F: 3 clusters Score -983475.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -984086.812500 Penalty: 4473.272949
	Iteration 6F: 3 clusters Score -984086.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -984500.000000 Penalty: 4473.272949
	Iteration 7F: 3 clusters Score -984500 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -984730.250000 Penalty: 4473.272949
	Iteration 8Q: 3 clusters Score -984730.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -984860.500000 Penalty: 4473.272949
	Iteration 9Q: 3 clusters Score -984860.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -984948.062500 Penalty: 4473.272949
	Iteration 10Q: 3 clusters Score -984948.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -985031.875000 Penalty: 4473.272949
	Iteration 11Q: 3 clusters Score -985031.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -985086.312500 Penalty: 4473.272949
	Iteration 12Q: 3 clusters Score -985086.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -985124.562500 Penalty: 4473.272949
	Iteration 13Q: 3 clusters Score -985124.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -985155.562500 Penalty: 4473.272949
	Iteration 14Q: 3 clusters Score -985155.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -985186.125000 Penalty: 4473.272949
	Iteration 15Q: 3 clusters Score -985186.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -985213.187500 Penalty: 4473.272949
	Iteration 16Q: 3 clusters Score -985213.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -985232.875000 Penalty: 4473.272949
	Iteration 17Q: 3 clusters Score -985232.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -985247.875000 Penalty: 4473.272949
	Iteration 18Q: 3 clusters Score -985247.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -985257.312500 Penalty: 4473.272949
	Iteration 19Q: 3 clusters Score -985257.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -985265.750000 Penalty: 4473.272949
	Iteration 20F: 3 clusters Score -985265.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -985271.812500 Penalty: 4473.272949
	Iteration 21Q: 3 clusters Score -985271.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -985278.625000 Penalty: 4473.272949
	Iteration 22Q: 3 clusters Score -985278.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -985285.000000 Penalty: 4473.272949
	Iteration 23Q: 3 clusters Score -985285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -985289.312500 Penalty: 4473.272949
	Iteration 24Q: 3 clusters Score -985289.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -985295.250000 Penalty: 4473.272949
	Iteration 25Q: 3 clusters Score -985295.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -985300.812500 Penalty: 4473.272949
	Iteration 26Q: 3 clusters Score -985300.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -985303.375000 Penalty: 4473.272949
	Iteration 27Q: 3 clusters Score -985303.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -985306.125000 Penalty: 4473.272949
	Iteration 28Q: 3 clusters Score -985306.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -985310.125000 Penalty: 4473.272949
	Iteration 29Q: 3 clusters Score -985310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -985308.500000 Penalty: 4473.272949
	Iteration 30Q: 3 clusters Score -985308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -985310.125000 Penalty: 4473.272949
	Iteration 31Q: 3 clusters Score -985310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -985310.937500 Penalty: 4473.272949
	Iteration 32Q: 3 clusters Score -985310.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -985310.937500 Penalty: 4473.272949
	Iteration 33F: 3 clusters Score -985310.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Entering Unmasked Estep 
Score: -7814724.500000 Penalty: 2727.912598
	Iteration 0F: 2 clusters Score -7814724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -7774456.500000 Penalty: 5455.825195
	Iteration 0F: 3 clusters Score -7774456 nChanged 27821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -7790109.500000 Penalty: 5455.825195
	Iteration 1F: 3 clusters Score -7790110 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -7790839.000000 Penalty: 5455.825195
	Iteration 2Q: 3 clusters Score -7790839 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -7791603.000000 Penalty: 5455.825195
	Iteration 3Q: 3 clusters Score -7791603 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -7792544.500000 Penalty: 5455.825195
	Iteration 4Q: 3 clusters Score -7792544 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -7793822.000000 Penalty: 5455.825195
	Iteration 5Q: 3 clusters Score -7793822 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -7795647.500000 Penalty: 5455.825195
	Iteration 6F: 3 clusters Score -7795648 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -7797995.000000 Penalty: 5455.825195
	Iteration 7F: 3 clusters Score -7797995 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -7800896.500000 Penalty: 5455.825195
	Iteration 8F: 3 clusters Score -7800896 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -7804096.500000 Penalty: 5455.825195
	Iteration 9F: 3 clusters Score -7804096 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -7806894.500000 Penalty: 5455.825195
	Iteration 10F: 3 clusters Score -7806894 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -7808992.000000 Penalty: 5455.825195
	Iteration 11Q: 3 clusters Score -7808992 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -7810096.000000 Penalty: 5455.825195
	Iteration 12Q: 3 clusters Score -7810096 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -7810708.500000 Penalty: 5455.825195
	Iteration 13Q: 3 clusters Score -7810708 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -7811111.500000 Penalty: 5455.825195
	Iteration 14Q: 3 clusters Score -7811112 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -7811384.500000 Penalty: 5455.825195
	Iteration 15Q: 3 clusters Score -7811384 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -7811570.500000 Penalty: 5455.825195
	Iteration 16Q: 3 clusters Score -7811570 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -7811696.500000 Penalty: 5455.825195
	Iteration 17Q: 3 clusters Score -7811696 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -7811811.500000 Penalty: 5455.825195
	Iteration 18Q: 3 clusters Score -7811812 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -7811910.500000 Penalty: 5455.825195
	Iteration 19Q: 3 clusters Score -7811910 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -7812001.500000 Penalty: 5455.825195
	Iteration 20F: 3 clusters Score -7812002 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7812084.000000 Penalty: 5455.825195
	Iteration 21Q: 3 clusters Score -7812084 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -7812159.000000 Penalty: 5455.825195
	Iteration 22Q: 3 clusters Score -7812159 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7812221.000000 Penalty: 5455.825195
	Iteration 23Q: 3 clusters Score -7812221 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7812282.000000 Penalty: 5455.825195
	Iteration 24Q: 3 clusters Score -7812282 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7812307.500000 Penalty: 5455.825195
	Iteration 25Q: 3 clusters Score -7812308 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7812325.000000 Penalty: 5455.825195
	Iteration 26Q: 3 clusters Score -7812325 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7812337.500000 Penalty: 5455.825195
	Iteration 27Q: 3 clusters Score -7812338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7812361.500000 Penalty: 5455.825195
	Iteration 28Q: 3 clusters Score -7812362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7812367.500000 Penalty: 5455.825195
	Iteration 29Q: 3 clusters Score -7812368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7812363.000000 Penalty: 5455.825195
	Iteration 30Q: 3 clusters Score -7812363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7812373.000000 Penalty: 5455.825195
	Iteration 31Q: 3 clusters Score -7812373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7812382.000000 Penalty: 5455.825195
	Iteration 32Q: 3 clusters Score -7812382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7812393.000000 Penalty: 5455.825195
	Iteration 33Q: 3 clusters Score -7812393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -7812391.500000 Penalty: 5455.825195
	Iteration 34Q: 3 clusters Score -7812392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7812396.000000 Penalty: 5455.825195
	Iteration 35Q: 3 clusters Score -7812396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7812394.000000 Penalty: 5455.825195
	Iteration 36Q: 3 clusters Score -7812394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7812407.000000 Penalty: 5455.825195
	Iteration 37Q: 3 clusters Score -7812407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7812416.000000 Penalty: 5455.825195
	Iteration 38Q: 3 clusters Score -7812416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7812414.000000 Penalty: 5455.825195
	Iteration 39Q: 3 clusters Score -7812414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7812420.500000 Penalty: 5455.825195
	Iteration 40F: 3 clusters Score -7812420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7812429.500000 Penalty: 5455.825195
	Iteration 41Q: 3 clusters Score -7812430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7812443.500000 Penalty: 5455.825195
	Iteration 42Q: 3 clusters Score -7812444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7812439.000000 Penalty: 5455.825195
	Iteration 43Q: 3 clusters Score -7812439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7812441.500000 Penalty: 5455.825195
	Iteration 44Q: 3 clusters Score -7812442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7812456.000000 Penalty: 5455.825195
	Iteration 45Q: 3 clusters Score -7812456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58211 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7812463.000000 Penalty: 5455.825195
	Iteration 46Q: 3 clusters Score -7812463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7812455.000000 Penalty: 5455.825195
	Iteration 47Q: 3 clusters Score -7812455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7812450.000000 Penalty: 5455.825195
	Iteration 48Q: 3 clusters Score -7812450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7812454.000000 Penalty: 5455.825195
	Iteration 49Q: 3 clusters Score -7812454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -7812465.000000 Penalty: 5455.825195
	Iteration 50Q: 3 clusters Score -7812465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7812458.000000 Penalty: 5455.825195
	Iteration 51Q: 3 clusters Score -7812458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7812464.500000 Penalty: 5455.825195
	Iteration 52Q: 3 clusters Score -7812464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7812463.000000 Penalty: 5455.825195
	Iteration 53Q: 3 clusters Score -7812463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7812459.500000 Penalty: 5455.825195
	Iteration 54Q: 3 clusters Score -7812460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7812466.000000 Penalty: 5455.825195
	Iteration 55Q: 3 clusters Score -7812466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7812457.500000 Penalty: 5455.825195
	Iteration 56Q: 3 clusters Score -7812458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7812459.000000 Penalty: 5455.825195
	Iteration 57Q: 3 clusters Score -7812459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7812455.500000 Penalty: 5455.825195
	Iteration 58Q: 3 clusters Score -7812456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7812459.000000 Penalty: 5455.825195
	Iteration 59Q: 3 clusters Score -7812459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7812460.000000 Penalty: 5455.825195
	Iteration 60F: 3 clusters Score -7812460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7812462.500000 Penalty: 5455.825195
	Iteration 61Q: 3 clusters Score -7812462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7812472.500000 Penalty: 5455.825195
	Iteration 62Q: 3 clusters Score -7812472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7812479.500000 Penalty: 5455.825195
	Iteration 63Q: 3 clusters Score -7812480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7812481.000000 Penalty: 5455.825195
	Iteration 64Q: 3 clusters Score -7812481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7812476.000000 Penalty: 5455.825195
	Iteration 65Q: 3 clusters Score -7812476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7812476.000000 Penalty: 5455.825195
	Iteration 66F: 3 clusters Score -7812476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Entering Unmasked Estep 
Score: -6817233.500000 Penalty: 2694.496338
	Iteration 0F: 2 clusters Score -6817234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -6781948.000000 Penalty: 5388.992676
	Iteration 0F: 3 clusters Score -6781948 nChanged 24309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -6795434.000000 Penalty: 5388.992676
	Iteration 1F: 3 clusters Score -6795434 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -6795981.500000 Penalty: 5388.992676
	Iteration 2Q: 3 clusters Score -6795982 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -6796767.000000 Penalty: 5388.992676
	Iteration 3Q: 3 clusters Score -6796767 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -6798068.000000 Penalty: 5388.992676
	Iteration 4F: 3 clusters Score -6798068 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -6800132.500000 Penalty: 5388.992676
	Iteration 5F: 3 clusters Score -6800132 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -6803133.500000 Penalty: 5388.992676
	Iteration 6F: 3 clusters Score -6803134 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -6806571.000000 Penalty: 5388.992676
	Iteration 7F: 3 clusters Score -6806571 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -6809581.500000 Penalty: 5388.992676
	Iteration 8F: 3 clusters Score -6809582 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -6811558.500000 Penalty: 5388.992676
	Iteration 9Q: 3 clusters Score -6811558 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -6812781.000000 Penalty: 5388.992676
	Iteration 10Q: 3 clusters Score -6812781 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -6813536.500000 Penalty: 5388.992676
	Iteration 11Q: 3 clusters Score -6813536 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -6814059.000000 Penalty: 5388.992676
	Iteration 12Q: 3 clusters Score -6814059 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -6814352.500000 Penalty: 5388.992676
	Iteration 13Q: 3 clusters Score -6814352 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -6814542.000000 Penalty: 5388.992676
	Iteration 14Q: 3 clusters Score -6814542 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -6814682.500000 Penalty: 5388.992676
	Iteration 15Q: 3 clusters Score -6814682 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -6814753.000000 Penalty: 5388.992676
	Iteration 16Q: 3 clusters Score -6814753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -6814801.500000 Penalty: 5388.992676
	Iteration 17Q: 3 clusters Score -6814802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -6814848.500000 Penalty: 5388.992676
	Iteration 18Q: 3 clusters Score -6814848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -6814882.000000 Penalty: 5388.992676
	Iteration 19Q: 3 clusters Score -6814882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -6814911.000000 Penalty: 5388.992676
	Iteration 20F: 3 clusters Score -6814911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -6814926.500000 Penalty: 5388.992676
	Iteration 21Q: 3 clusters Score -6814926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -6814922.500000 Penalty: 5388.992676
	Iteration 22Q: 3 clusters Score -6814922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -6814930.000000 Penalty: 5388.992676
	Iteration 23Q: 3 clusters Score -6814930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -6814931.500000 Penalty: 5388.992676
	Iteration 24Q: 3 clusters Score -6814932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -6814932.000000 Penalty: 5388.992676
	Iteration 25Q: 3 clusters Score -6814932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -6814931.000000 Penalty: 5388.992676
	Iteration 26Q: 3 clusters Score -6814931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -6814933.500000 Penalty: 5388.992676
	Iteration 27Q: 3 clusters Score -6814934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -6814941.500000 Penalty: 5388.992676
	Iteration 28Q: 3 clusters Score -6814942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -6814936.500000 Penalty: 5388.992676
	Iteration 29Q: 3 clusters Score -6814936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -6814941.500000 Penalty: 5388.992676
	Iteration 30Q: 3 clusters Score -6814942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -6814948.000000 Penalty: 5388.992676
	Iteration 31Q: 3 clusters Score -6814948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -6814953.500000 Penalty: 5388.992676
	Iteration 32Q: 3 clusters Score -6814954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -6814951.500000 Penalty: 5388.992676
	Iteration 33Q: 3 clusters Score -6814952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -6814948.500000 Penalty: 5388.992676
	Iteration 34Q: 3 clusters Score -6814948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -6814949.500000 Penalty: 5388.992676
	Iteration 35Q: 3 clusters Score -6814950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -6814949.500000 Penalty: 5388.992676
	Iteration 36F: 3 clusters Score -6814950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Entering Unmasked Estep 
Score: -2432359.250000 Penalty: 2452.480225
	Iteration 0F: 2 clusters Score -2432359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2418531.000000 Penalty: 4904.960449
	Iteration 0F: 3 clusters Score -2418531 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2423268.250000 Penalty: 4904.960449
	Iteration 1F: 3 clusters Score -2423268 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2423866.750000 Penalty: 4904.960449
	Iteration 2F: 3 clusters Score -2423867 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2424442.000000 Penalty: 4904.960449
	Iteration 3F: 3 clusters Score -2424442 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2425029.250000 Penalty: 4904.960449
	Iteration 4F: 3 clusters Score -2425029 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2425663.500000 Penalty: 4904.960449
	Iteration 5F: 3 clusters Score -2425664 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2426275.250000 Penalty: 4904.960449
	Iteration 6F: 3 clusters Score -2426275 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2426799.500000 Penalty: 4904.960449
	Iteration 7F: 3 clusters Score -2426800 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2427244.250000 Penalty: 4904.960449
	Iteration 8Q: 3 clusters Score -2427244 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2427661.750000 Penalty: 4904.960449
	Iteration 9Q: 3 clusters Score -2427662 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2427970.000000 Penalty: 4904.960449
	Iteration 10Q: 3 clusters Score -2427970 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2428248.500000 Penalty: 4904.960449
	Iteration 11Q: 3 clusters Score -2428248 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2428453.750000 Penalty: 4904.960449
	Iteration 12Q: 3 clusters Score -2428454 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2428641.250000 Penalty: 4904.960449
	Iteration 13Q: 3 clusters Score -2428641 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2428821.500000 Penalty: 4904.960449
	Iteration 14Q: 3 clusters Score -2428822 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2429018.500000 Penalty: 4904.960449
	Iteration 15Q: 3 clusters Score -2429018 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2429188.750000 Penalty: 4904.960449
	Iteration 16Q: 3 clusters Score -2429189 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2429351.250000 Penalty: 4904.960449
	Iteration 17Q: 3 clusters Score -2429351 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2429503.500000 Penalty: 4904.960449
	Iteration 18Q: 3 clusters Score -2429504 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2429661.250000 Penalty: 4904.960449
	Iteration 19Q: 3 clusters Score -2429661 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2429804.750000 Penalty: 4904.960449
	Iteration 20F: 3 clusters Score -2429805 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2429937.500000 Penalty: 4904.960449
	Iteration 21Q: 3 clusters Score -2429938 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2430053.500000 Penalty: 4904.960449
	Iteration 22Q: 3 clusters Score -2430054 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2430137.500000 Penalty: 4904.960449
	Iteration 23Q: 3 clusters Score -2430138 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2430205.250000 Penalty: 4904.960449
	Iteration 24Q: 3 clusters Score -2430205 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2430266.500000 Penalty: 4904.960449
	Iteration 25Q: 3 clusters Score -2430266 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2430327.250000 Penalty: 4904.960449
	Iteration 26Q: 3 clusters Score -2430327 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2430372.750000 Penalty: 4904.960449
	Iteration 27Q: 3 clusters Score -2430373 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2430409.750000 Penalty: 4904.960449
	Iteration 28Q: 3 clusters Score -2430410 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2430439.500000 Penalty: 4904.960449
	Iteration 29Q: 3 clusters Score -2430440 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2430476.500000 Penalty: 4904.960449
	Iteration 30Q: 3 clusters Score -2430476 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2430506.000000 Penalty: 4904.960449
	Iteration 31Q: 3 clusters Score -2430506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2430523.500000 Penalty: 4904.960449
	Iteration 32Q: 3 clusters Score -2430524 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2430537.250000 Penalty: 4904.960449
	Iteration 33Q: 3 clusters Score -2430537 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2430557.750000 Penalty: 4904.960449
	Iteration 34Q: 3 clusters Score -2430558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2430580.000000 Penalty: 4904.960449
	Iteration 35Q: 3 clusters Score -2430580 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2430624.000000 Penalty: 4904.960449
	Iteration 36Q: 3 clusters Score -2430624 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2430678.750000 Penalty: 4904.960449
	Iteration 37Q: 3 clusters Score -2430679 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2430774.250000 Penalty: 4904.960449
	Iteration 38Q: 3 clusters Score -2430774 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2430869.750000 Penalty: 4904.960449
	Iteration 39Q: 3 clusters Score -2430870 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2431018.250000 Penalty: 4904.960449
	Iteration 40F: 3 clusters Score -2431018 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2431310.500000 Penalty: 4904.960449
	Iteration 41Q: 3 clusters Score -2431310 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2431604.000000 Penalty: 4904.960449
	Iteration 42Q: 3 clusters Score -2431604 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2431741.750000 Penalty: 4904.960449
	Iteration 43Q: 3 clusters Score -2431742 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2431814.500000 Penalty: 4904.960449
	Iteration 44Q: 3 clusters Score -2431814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2431835.750000 Penalty: 4904.960449
	Iteration 45Q: 3 clusters Score -2431836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2431847.750000 Penalty: 4904.960449
	Iteration 46Q: 3 clusters Score -2431848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2431854.500000 Penalty: 4904.960449
	Iteration 47Q: 3 clusters Score -2431854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2431855.500000 Penalty: 4904.960449
	Iteration 48Q: 3 clusters Score -2431856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2431858.250000 Penalty: 4904.960449
	Iteration 49Q: 3 clusters Score -2431858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2431857.000000 Penalty: 4904.960449
	Iteration 50Q: 3 clusters Score -2431857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2431868.000000 Penalty: 4904.960449
	Iteration 51Q: 3 clusters Score -2431868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2431865.500000 Penalty: 4904.960449
	Iteration 52Q: 3 clusters Score -2431866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2431866.500000 Penalty: 4904.960449
	Iteration 53Q: 3 clusters Score -2431866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2431870.500000 Penalty: 4904.960449
	Iteration 54Q: 3 clusters Score -2431870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2431871.500000 Penalty: 4904.960449
	Iteration 55Q: 3 clusters Score -2431872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2431869.500000 Penalty: 4904.960449
	Iteration 56Q: 3 clusters Score -2431870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2431874.250000 Penalty: 4904.960449
	Iteration 57Q: 3 clusters Score -2431874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2431874.000000 Penalty: 4904.960449
	Iteration 58Q: 3 clusters Score -2431874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2431874.750000 Penalty: 4904.960449
	Iteration 59Q: 3 clusters Score -2431875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2431878.750000 Penalty: 4904.960449
	Iteration 60F: 3 clusters Score -2431879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2431879.250000 Penalty: 4904.960449
	Iteration 61Q: 3 clusters Score -2431879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2431880.500000 Penalty: 4904.960449
	Iteration 62Q: 3 clusters Score -2431880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2431878.250000 Penalty: 4904.960449
	Iteration 63Q: 3 clusters Score -2431878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2431878.000000 Penalty: 4904.960449
	Iteration 64Q: 3 clusters Score -2431878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2431882.000000 Penalty: 4904.960449
	Iteration 65Q: 3 clusters Score -2431882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2431881.250000 Penalty: 4904.960449
	Iteration 66Q: 3 clusters Score -2431881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2431879.500000 Penalty: 4904.960449
	Iteration 67Q: 3 clusters Score -2431880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2431877.750000 Penalty: 4904.960449
	Iteration 68Q: 3 clusters Score -2431878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2431874.000000 Penalty: 4904.960449
	Iteration 69Q: 3 clusters Score -2431874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2431877.000000 Penalty: 4904.960449
	Iteration 70Q: 3 clusters Score -2431877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2431882.000000 Penalty: 4904.960449
	Iteration 71Q: 3 clusters Score -2431882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2431882.000000 Penalty: 4904.960449
	Iteration 72Q: 3 clusters Score -2431882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2431884.750000 Penalty: 4904.960449
	Iteration 73Q: 3 clusters Score -2431885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2431882.750000 Penalty: 4904.960449
	Iteration 74Q: 3 clusters Score -2431883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2431881.750000 Penalty: 4904.960449
	Iteration 75Q: 3 clusters Score -2431882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2431882.000000 Penalty: 4904.960449
	Iteration 76Q: 3 clusters Score -2431882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2431881.750000 Penalty: 4904.960449
	Iteration 77Q: 3 clusters Score -2431882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2431881.500000 Penalty: 4904.960449
	Iteration 78Q: 3 clusters Score -2431882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2431882.750000 Penalty: 4904.960449
	Iteration 79Q: 3 clusters Score -2431883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2431882.750000 Penalty: 4904.960449
	Iteration 80F: 3 clusters Score -2431883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Entering Unmasked Estep 
Score: -955471.812500 Penalty: 2224.193848
	Iteration 0F: 2 clusters Score -955471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -949112.437500 Penalty: 4448.387695
	Iteration 0F: 3 clusters Score -949112.4 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -950879.687500 Penalty: 4448.387695
	Iteration 1F: 3 clusters Score -950879.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -951222.062500 Penalty: 4448.387695
	Iteration 2F: 3 clusters Score -951222.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -951481.750000 Penalty: 4448.387695
	Iteration 3F: 3 clusters Score -951481.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -951704.187500 Penalty: 4448.387695
	Iteration 4Q: 3 clusters Score -951704.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -951889.187500 Penalty: 4448.387695
	Iteration 5Q: 3 clusters Score -951889.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -952040.187500 Penalty: 4448.387695
	Iteration 6Q: 3 clusters Score -952040.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -952205.312500 Penalty: 4448.387695
	Iteration 7Q: 3 clusters Score -952205.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -952361.437500 Penalty: 4448.387695
	Iteration 8Q: 3 clusters Score -952361.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -952507.750000 Penalty: 4448.387695
	Iteration 9Q: 3 clusters Score -952507.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -952643.625000 Penalty: 4448.387695
	Iteration 10Q: 3 clusters Score -952643.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -952773.250000 Penalty: 4448.387695
	Iteration 11Q: 3 clusters Score -952773.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -952910.687500 Penalty: 4448.387695
	Iteration 12Q: 3 clusters Score -952910.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -953025.062500 Penalty: 4448.387695
	Iteration 13Q: 3 clusters Score -953025.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -953121.500000 Penalty: 4448.387695
	Iteration 14Q: 3 clusters Score -953121.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -953182.625000 Penalty: 4448.387695
	Iteration 15Q: 3 clusters Score -953182.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -953241.937500 Penalty: 4448.387695
	Iteration 16Q: 3 clusters Score -953241.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -953289.687500 Penalty: 4448.387695
	Iteration 17Q: 3 clusters Score -953289.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -953326.562500 Penalty: 4448.387695
	Iteration 18Q: 3 clusters Score -953326.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -953357.625000 Penalty: 4448.387695
	Iteration 19Q: 3 clusters Score -953357.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -953393.312500 Penalty: 4448.387695
	Iteration 20F: 3 clusters Score -953393.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -953414.500000 Penalty: 4448.387695
	Iteration 21Q: 3 clusters Score -953414.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -953445.500000 Penalty: 4448.387695
	Iteration 22Q: 3 clusters Score -953445.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -953480.000000 Penalty: 4448.387695
	Iteration 23Q: 3 clusters Score -953480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -953511.687500 Penalty: 4448.387695
	Iteration 24Q: 3 clusters Score -953511.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -953533.062500 Penalty: 4448.387695
	Iteration 25Q: 3 clusters Score -953533.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -953552.625000 Penalty: 4448.387695
	Iteration 26Q: 3 clusters Score -953552.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -953565.250000 Penalty: 4448.387695
	Iteration 27Q: 3 clusters Score -953565.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -953578.625000 Penalty: 4448.387695
	Iteration 28Q: 3 clusters Score -953578.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -953590.875000 Penalty: 4448.387695
	Iteration 29Q: 3 clusters Score -953590.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -953595.437500 Penalty: 4448.387695
	Iteration 30Q: 3 clusters Score -953595.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -953599.562500 Penalty: 4448.387695
	Iteration 31Q: 3 clusters Score -953599.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -953599.000000 Penalty: 4448.387695
	Iteration 32Q: 3 clusters Score -953599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -953604.312500 Penalty: 4448.387695
	Iteration 33Q: 3 clusters Score -953604.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -953606.437500 Penalty: 4448.387695
	Iteration 34Q: 3 clusters Score -953606.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -953606.687500 Penalty: 4448.387695
	Iteration 35Q: 3 clusters Score -953606.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -953608.750000 Penalty: 4448.387695
	Iteration 36Q: 3 clusters Score -953608.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -953608.562500 Penalty: 4448.387695
	Iteration 37Q: 3 clusters Score -953608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -953608.312500 Penalty: 4448.387695
	Iteration 38Q: 3 clusters Score -953608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -953609.750000 Penalty: 4448.387695
	Iteration 39Q: 3 clusters Score -953609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -953611.500000 Penalty: 4448.387695
	Iteration 40F: 3 clusters Score -953611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -953612.000000 Penalty: 4448.387695
	Iteration 41Q: 3 clusters Score -953612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -953614.000000 Penalty: 4448.387695
	Iteration 42Q: 3 clusters Score -953614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -953617.062500 Penalty: 4448.387695
	Iteration 43Q: 3 clusters Score -953617.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -953619.125000 Penalty: 4448.387695
	Iteration 44Q: 3 clusters Score -953619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -953618.875000 Penalty: 4448.387695
	Iteration 45Q: 3 clusters Score -953618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -953619.750000 Penalty: 4448.387695
	Iteration 46Q: 3 clusters Score -953619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -953619.125000 Penalty: 4448.387695
	Iteration 47Q: 3 clusters Score -953619.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -953619.125000 Penalty: 4448.387695
	Iteration 48F: 3 clusters Score -953619.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Entering Unmasked Estep 
Score: -521176.656250 Penalty: 2070.260986
	Iteration 0F: 2 clusters Score -521176.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -517154.687500 Penalty: 4140.521973
	Iteration 0F: 3 clusters Score -517154.7 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -518218.593750 Penalty: 4140.521973
	Iteration 1F: 3 clusters Score -518218.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -518558.906250 Penalty: 4140.521973
	Iteration 2F: 3 clusters Score -518558.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -518819.281250 Penalty: 4140.521973
	Iteration 3F: 3 clusters Score -518819.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -519053.750000 Penalty: 4140.521973
	Iteration 4F: 3 clusters Score -519053.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -519239.375000 Penalty: 4140.521973
	Iteration 5F: 3 clusters Score -519239.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -519378.531250 Penalty: 4140.521973
	Iteration 6Q: 3 clusters Score -519378.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -519454.437500 Penalty: 4140.521973
	Iteration 7Q: 3 clusters Score -519454.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -519511.750000 Penalty: 4140.521973
	Iteration 8Q: 3 clusters Score -519511.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -519567.562500 Penalty: 4140.521973
	Iteration 9Q: 3 clusters Score -519567.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -519606.843750 Penalty: 4140.521973
	Iteration 10Q: 3 clusters Score -519606.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -519643.531250 Penalty: 4140.521973
	Iteration 11Q: 3 clusters Score -519643.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -519670.281250 Penalty: 4140.521973
	Iteration 12Q: 3 clusters Score -519670.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -519695.906250 Penalty: 4140.521973
	Iteration 13Q: 3 clusters Score -519695.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -519711.437500 Penalty: 4140.521973
	Iteration 14Q: 3 clusters Score -519711.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -519718.437500 Penalty: 4140.521973
	Iteration 15Q: 3 clusters Score -519718.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -519727.437500 Penalty: 4140.521973
	Iteration 16Q: 3 clusters Score -519727.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -519736.500000 Penalty: 4140.521973
	Iteration 17Q: 3 clusters Score -519736.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -519742.343750 Penalty: 4140.521973
	Iteration 18Q: 3 clusters Score -519742.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -519747.343750 Penalty: 4140.521973
	Iteration 19Q: 3 clusters Score -519747.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -519755.906250 Penalty: 4140.521973
	Iteration 20F: 3 clusters Score -519755.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -519763.125000 Penalty: 4140.521973
	Iteration 21Q: 3 clusters Score -519763.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -519772.781250 Penalty: 4140.521973
	Iteration 22Q: 3 clusters Score -519772.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -519779.750000 Penalty: 4140.521973
	Iteration 23Q: 3 clusters Score -519779.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -519787.812500 Penalty: 4140.521973
	Iteration 24Q: 3 clusters Score -519787.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -519794.437500 Penalty: 4140.521973
	Iteration 25Q: 3 clusters Score -519794.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -519800.156250 Penalty: 4140.521973
	Iteration 26Q: 3 clusters Score -519800.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -519803.312500 Penalty: 4140.521973
	Iteration 27Q: 3 clusters Score -519803.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -519805.187500 Penalty: 4140.521973
	Iteration 28Q: 3 clusters Score -519805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -519807.187500 Penalty: 4140.521973
	Iteration 29Q: 3 clusters Score -519807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -519807.187500 Penalty: 4140.521973
	Iteration 30F: 3 clusters Score -519807.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93666.734375 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93666.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91939.734375 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -91939.73 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92180.937500 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92180.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92244.289062 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92244.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92271.531250 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -92271.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92287.343750 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -92287.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -92311.679688 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -92311.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92323.710938 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -92323.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92341.312500 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -92341.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92347.875000 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -92347.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -92356.023438 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -92356.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -92356.992188 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -92356.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -92356.992188 Penalty: 3304.913818
	Iteration 11F: 3 clusters Score -92356.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Entering Unmasked Estep 
Score: -1618884.625000 Penalty: 2358.241211
	Iteration 0F: 2 clusters Score -1618885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1608992.375000 Penalty: 4716.482422
	Iteration 0F: 3 clusters Score -1608992 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1612016.500000 Penalty: 4716.482422
	Iteration 1F: 3 clusters Score -1612016 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1612427.000000 Penalty: 4716.482422
	Iteration 2F: 3 clusters Score -1612427 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1612805.375000 Penalty: 4716.482422
	Iteration 3F: 3 clusters Score -1612805 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1613193.875000 Penalty: 4716.482422
	Iteration 4F: 3 clusters Score -1613194 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1613572.250000 Penalty: 4716.482422
	Iteration 5F: 3 clusters Score -1613572 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1613970.125000 Penalty: 4716.482422
	Iteration 6Q: 3 clusters Score -1613970 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1614390.375000 Penalty: 4716.482422
	Iteration 7Q: 3 clusters Score -1614390 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1614782.250000 Penalty: 4716.482422
	Iteration 8Q: 3 clusters Score -1614782 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1615161.250000 Penalty: 4716.482422
	Iteration 9Q: 3 clusters Score -1615161 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1615469.375000 Penalty: 4716.482422
	Iteration 10Q: 3 clusters Score -1615469 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1615712.250000 Penalty: 4716.482422
	Iteration 11Q: 3 clusters Score -1615712 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1615885.375000 Penalty: 4716.482422
	Iteration 12Q: 3 clusters Score -1615885 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1616004.250000 Penalty: 4716.482422
	Iteration 13Q: 3 clusters Score -1616004 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1616104.375000 Penalty: 4716.482422
	Iteration 14Q: 3 clusters Score -1616104 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1616174.000000 Penalty: 4716.482422
	Iteration 15Q: 3 clusters Score -1616174 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1616219.250000 Penalty: 4716.482422
	Iteration 16Q: 3 clusters Score -1616219 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1616265.750000 Penalty: 4716.482422
	Iteration 17Q: 3 clusters Score -1616266 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1616307.750000 Penalty: 4716.482422
	Iteration 18Q: 3 clusters Score -1616308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1616339.125000 Penalty: 4716.482422
	Iteration 19Q: 3 clusters Score -1616339 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1616370.125000 Penalty: 4716.482422
	Iteration 20F: 3 clusters Score -1616370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1616394.000000 Penalty: 4716.482422
	Iteration 21Q: 3 clusters Score -1616394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1616414.875000 Penalty: 4716.482422
	Iteration 22Q: 3 clusters Score -1616415 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1616435.250000 Penalty: 4716.482422
	Iteration 23Q: 3 clusters Score -1616435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1616449.625000 Penalty: 4716.482422
	Iteration 24Q: 3 clusters Score -1616450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1616458.750000 Penalty: 4716.482422
	Iteration 25Q: 3 clusters Score -1616459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1616475.625000 Penalty: 4716.482422
	Iteration 26Q: 3 clusters Score -1616476 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1616497.500000 Penalty: 4716.482422
	Iteration 27Q: 3 clusters Score -1616498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1616517.500000 Penalty: 4716.482422
	Iteration 28Q: 3 clusters Score -1616518 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1616538.125000 Penalty: 4716.482422
	Iteration 29Q: 3 clusters Score -1616538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1616559.000000 Penalty: 4716.482422
	Iteration 30Q: 3 clusters Score -1616559 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1616569.875000 Penalty: 4716.482422
	Iteration 31Q: 3 clusters Score -1616570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1616586.750000 Penalty: 4716.482422
	Iteration 32Q: 3 clusters Score -1616587 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1616605.000000 Penalty: 4716.482422
	Iteration 33Q: 3 clusters Score -1616605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1616625.625000 Penalty: 4716.482422
	Iteration 34Q: 3 clusters Score -1616626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1616646.000000 Penalty: 4716.482422
	Iteration 35Q: 3 clusters Score -1616646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1616674.000000 Penalty: 4716.482422
	Iteration 36Q: 3 clusters Score -1616674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1616691.750000 Penalty: 4716.482422
	Iteration 37Q: 3 clusters Score -1616692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1616711.375000 Penalty: 4716.482422
	Iteration 38Q: 3 clusters Score -1616711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1616726.750000 Penalty: 4716.482422
	Iteration 39Q: 3 clusters Score -1616727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1616736.875000 Penalty: 4716.482422
	Iteration 40F: 3 clusters Score -1616737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1616749.125000 Penalty: 4716.482422
	Iteration 41Q: 3 clusters Score -1616749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1616755.125000 Penalty: 4716.482422
	Iteration 42Q: 3 clusters Score -1616755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1616769.500000 Penalty: 4716.482422
	Iteration 43Q: 3 clusters Score -1616770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1616770.875000 Penalty: 4716.482422
	Iteration 44Q: 3 clusters Score -1616771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1616770.625000 Penalty: 4716.482422
	Iteration 45Q: 3 clusters Score -1616771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1616772.750000 Penalty: 4716.482422
	Iteration 46Q: 3 clusters Score -1616773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1616775.125000 Penalty: 4716.482422
	Iteration 47Q: 3 clusters Score -1616775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1616782.000000 Penalty: 4716.482422
	Iteration 48Q: 3 clusters Score -1616782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1616778.875000 Penalty: 4716.482422
	Iteration 49Q: 3 clusters Score -1616779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1616783.000000 Penalty: 4716.482422
	Iteration 50Q: 3 clusters Score -1616783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1616784.750000 Penalty: 4716.482422
	Iteration 51Q: 3 clusters Score -1616785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1616784.500000 Penalty: 4716.482422
	Iteration 52Q: 3 clusters Score -1616784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1616786.625000 Penalty: 4716.482422
	Iteration 53Q: 3 clusters Score -1616787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1616783.125000 Penalty: 4716.482422
	Iteration 54Q: 3 clusters Score -1616783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1616784.750000 Penalty: 4716.482422
	Iteration 55Q: 3 clusters Score -1616785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1616784.750000 Penalty: 4716.482422
	Iteration 56F: 3 clusters Score -1616785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Entering Unmasked Estep 
Score: -1003525.625000 Penalty: 2226.551514
	Iteration 0F: 2 clusters Score -1003526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -997215.937500 Penalty: 4453.103027
	Iteration 0F: 3 clusters Score -997215.9 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -998936.875000 Penalty: 4453.103027
	Iteration 1F: 3 clusters Score -998936.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -999198.062500 Penalty: 4453.103027
	Iteration 2F: 3 clusters Score -999198.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -999389.875000 Penalty: 4453.103027
	Iteration 3Q: 3 clusters Score -999389.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -999555.062500 Penalty: 4453.103027
	Iteration 4Q: 3 clusters Score -999555.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -999729.125000 Penalty: 4453.103027
	Iteration 5Q: 3 clusters Score -999729.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -999893.437500 Penalty: 4453.103027
	Iteration 6Q: 3 clusters Score -999893.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1000068.812500 Penalty: 4453.103027
	Iteration 7Q: 3 clusters Score -1000069 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1000273.312500 Penalty: 4453.103027
	Iteration 8Q: 3 clusters Score -1000273 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1000488.625000 Penalty: 4453.103027
	Iteration 9Q: 3 clusters Score -1000489 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1000674.375000 Penalty: 4453.103027
	Iteration 10Q: 3 clusters Score -1000674 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1000834.687500 Penalty: 4453.103027
	Iteration 11Q: 3 clusters Score -1000835 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1000961.500000 Penalty: 4453.103027
	Iteration 12Q: 3 clusters Score -1000962 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1001056.062500 Penalty: 4453.103027
	Iteration 13Q: 3 clusters Score -1001056 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1001129.562500 Penalty: 4453.103027
	Iteration 14Q: 3 clusters Score -1001130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1001204.250000 Penalty: 4453.103027
	Iteration 15Q: 3 clusters Score -1001204 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1001269.750000 Penalty: 4453.103027
	Iteration 16Q: 3 clusters Score -1001270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1001314.312500 Penalty: 4453.103027
	Iteration 17Q: 3 clusters Score -1001314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1001349.125000 Penalty: 4453.103027
	Iteration 18Q: 3 clusters Score -1001349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1001375.312500 Penalty: 4453.103027
	Iteration 19Q: 3 clusters Score -1001375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1001397.812500 Penalty: 4453.103027
	Iteration 20F: 3 clusters Score -1001398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1001415.375000 Penalty: 4453.103027
	Iteration 21Q: 3 clusters Score -1001415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1001431.062500 Penalty: 4453.103027
	Iteration 22Q: 3 clusters Score -1001431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1001442.937500 Penalty: 4453.103027
	Iteration 23Q: 3 clusters Score -1001443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1001456.437500 Penalty: 4453.103027
	Iteration 24Q: 3 clusters Score -1001456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1001466.437500 Penalty: 4453.103027
	Iteration 25Q: 3 clusters Score -1001466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1001470.250000 Penalty: 4453.103027
	Iteration 26Q: 3 clusters Score -1001470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1001475.250000 Penalty: 4453.103027
	Iteration 27Q: 3 clusters Score -1001475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1001479.875000 Penalty: 4453.103027
	Iteration 28Q: 3 clusters Score -1001480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1001482.875000 Penalty: 4453.103027
	Iteration 29Q: 3 clusters Score -1001483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1001490.562500 Penalty: 4453.103027
	Iteration 30Q: 3 clusters Score -1001491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1001495.750000 Penalty: 4453.103027
	Iteration 31Q: 3 clusters Score -1001496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1001499.812500 Penalty: 4453.103027
	Iteration 32Q: 3 clusters Score -1001500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1001501.687500 Penalty: 4453.103027
	Iteration 33Q: 3 clusters Score -1001502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1001508.312500 Penalty: 4453.103027
	Iteration 34Q: 3 clusters Score -1001508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1001511.437500 Penalty: 4453.103027
	Iteration 35Q: 3 clusters Score -1001511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1001518.937500 Penalty: 4453.103027
	Iteration 36Q: 3 clusters Score -1001519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1001525.812500 Penalty: 4453.103027
	Iteration 37Q: 3 clusters Score -1001526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1001531.625000 Penalty: 4453.103027
	Iteration 38Q: 3 clusters Score -1001532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1001533.437500 Penalty: 4453.103027
	Iteration 39Q: 3 clusters Score -1001533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1001535.187500 Penalty: 4453.103027
	Iteration 40F: 3 clusters Score -1001535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1001538.062500 Penalty: 4453.103027
	Iteration 41Q: 3 clusters Score -1001538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1001538.625000 Penalty: 4453.103027
	Iteration 42Q: 3 clusters Score -1001539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1001540.500000 Penalty: 4453.103027
	Iteration 43Q: 3 clusters Score -1001540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1001543.187500 Penalty: 4453.103027
	Iteration 44Q: 3 clusters Score -1001543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1001548.062500 Penalty: 4453.103027
	Iteration 45Q: 3 clusters Score -1001548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1001553.062500 Penalty: 4453.103027
	Iteration 46Q: 3 clusters Score -1001553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1001554.750000 Penalty: 4453.103027
	Iteration 47Q: 3 clusters Score -1001555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1001558.750000 Penalty: 4453.103027
	Iteration 48Q: 3 clusters Score -1001559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1001558.562500 Penalty: 4453.103027
	Iteration 49Q: 3 clusters Score -1001559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1001558.562500 Penalty: 4453.103027
	Iteration 50F: 3 clusters Score -1001559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Entering Unmasked Estep 
Score: -1645119.250000 Penalty: 2348.332520
	Iteration 0F: 2 clusters Score -1645119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1635541.125000 Penalty: 4696.665039
	Iteration 0F: 3 clusters Score -1635541 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1638575.875000 Penalty: 4696.665039
	Iteration 1F: 3 clusters Score -1638576 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1638938.250000 Penalty: 4696.665039
	Iteration 2F: 3 clusters Score -1638938 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1639294.875000 Penalty: 4696.665039
	Iteration 3F: 3 clusters Score -1639295 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1639733.375000 Penalty: 4696.665039
	Iteration 4F: 3 clusters Score -1639733 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1640315.750000 Penalty: 4696.665039
	Iteration 5F: 3 clusters Score -1640316 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1641047.625000 Penalty: 4696.665039
	Iteration 6F: 3 clusters Score -1641048 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1641823.125000 Penalty: 4696.665039
	Iteration 7F: 3 clusters Score -1641823 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1642472.750000 Penalty: 4696.665039
	Iteration 8F: 3 clusters Score -1642473 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1642886.125000 Penalty: 4696.665039
	Iteration 9Q: 3 clusters Score -1642886 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1643122.250000 Penalty: 4696.665039
	Iteration 10Q: 3 clusters Score -1643122 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1643242.500000 Penalty: 4696.665039
	Iteration 11Q: 3 clusters Score -1643242 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1643302.375000 Penalty: 4696.665039
	Iteration 12Q: 3 clusters Score -1643302 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1643352.375000 Penalty: 4696.665039
	Iteration 13Q: 3 clusters Score -1643352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1643381.250000 Penalty: 4696.665039
	Iteration 14Q: 3 clusters Score -1643381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1643393.000000 Penalty: 4696.665039
	Iteration 15Q: 3 clusters Score -1643393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1643406.250000 Penalty: 4696.665039
	Iteration 16Q: 3 clusters Score -1643406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1643414.875000 Penalty: 4696.665039
	Iteration 17Q: 3 clusters Score -1643415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1643419.250000 Penalty: 4696.665039
	Iteration 18Q: 3 clusters Score -1643419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1643428.250000 Penalty: 4696.665039
	Iteration 19Q: 3 clusters Score -1643428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1643431.500000 Penalty: 4696.665039
	Iteration 20F: 3 clusters Score -1643432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1643438.250000 Penalty: 4696.665039
	Iteration 21Q: 3 clusters Score -1643438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1643440.750000 Penalty: 4696.665039
	Iteration 22Q: 3 clusters Score -1643441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1643444.375000 Penalty: 4696.665039
	Iteration 23Q: 3 clusters Score -1643444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1643449.875000 Penalty: 4696.665039
	Iteration 24Q: 3 clusters Score -1643450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1643451.125000 Penalty: 4696.665039
	Iteration 25Q: 3 clusters Score -1643451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1643450.375000 Penalty: 4696.665039
	Iteration 26Q: 3 clusters Score -1643450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1643450.250000 Penalty: 4696.665039
	Iteration 27Q: 3 clusters Score -1643450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1643453.875000 Penalty: 4696.665039
	Iteration 28Q: 3 clusters Score -1643454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1643454.875000 Penalty: 4696.665039
	Iteration 29Q: 3 clusters Score -1643455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1643452.250000 Penalty: 4696.665039
	Iteration 30Q: 3 clusters Score -1643452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1643456.625000 Penalty: 4696.665039
	Iteration 31Q: 3 clusters Score -1643457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1643454.875000 Penalty: 4696.665039
	Iteration 32Q: 3 clusters Score -1643455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1643456.250000 Penalty: 4696.665039
	Iteration 33Q: 3 clusters Score -1643456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1643456.875000 Penalty: 4696.665039
	Iteration 34Q: 3 clusters Score -1643457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1643457.750000 Penalty: 4696.665039
	Iteration 35Q: 3 clusters Score -1643458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1643460.125000 Penalty: 4696.665039
	Iteration 36Q: 3 clusters Score -1643460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1643460.125000 Penalty: 4696.665039
	Iteration 37F: 3 clusters Score -1643460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (80389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Entering Unmasked Estep 
Score: -10383905.000000 Penalty: 2801.068848
	Iteration 0F: 2 clusters Score -1.03839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -10329557.000000 Penalty: 5602.137695
	Iteration 0F: 3 clusters Score -1.032956e+07 nChanged 37870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -10351475.000000 Penalty: 5602.137695
	Iteration 1F: 3 clusters Score -1.035148e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -10352042.000000 Penalty: 5602.137695
	Iteration 2Q: 3 clusters Score -1.035204e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -10352639.000000 Penalty: 5602.137695
	Iteration 3Q: 3 clusters Score -1.035264e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -10353462.000000 Penalty: 5602.137695
	Iteration 4Q: 3 clusters Score -1.035346e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -10354611.000000 Penalty: 5602.137695
	Iteration 5Q: 3 clusters Score -1.035461e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -10356207.000000 Penalty: 5602.137695
	Iteration 6Q: 3 clusters Score -1.035621e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -10358302.000000 Penalty: 5602.137695
	Iteration 7F: 3 clusters Score -1.03583e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -10361225.000000 Penalty: 5602.137695
	Iteration 8F: 3 clusters Score -1.036122e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -10364582.000000 Penalty: 5602.137695
	Iteration 9F: 3 clusters Score -1.036458e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -10368655.000000 Penalty: 5602.137695
	Iteration 10F: 3 clusters Score -1.036866e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 69911 members 
Entering Unmasked Estep 
Score: -10372720.000000 Penalty: 5602.137695
	Iteration 11F: 3 clusters Score -1.037272e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -10376150.000000 Penalty: 5602.137695
	Iteration 12Q: 3 clusters Score -1.037615e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -10378502.000000 Penalty: 5602.137695
	Iteration 13Q: 3 clusters Score -1.03785e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -10379787.000000 Penalty: 5602.137695
	Iteration 14Q: 3 clusters Score -1.037979e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -10380527.000000 Penalty: 5602.137695
	Iteration 15Q: 3 clusters Score -1.038053e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -10380914.000000 Penalty: 5602.137695
	Iteration 16Q: 3 clusters Score -1.038091e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -10381112.000000 Penalty: 5602.137695
	Iteration 17Q: 3 clusters Score -1.038111e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -10381243.000000 Penalty: 5602.137695
	Iteration 18Q: 3 clusters Score -1.038124e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -10381289.000000 Penalty: 5602.137695
	Iteration 19Q: 3 clusters Score -1.038129e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -10381334.000000 Penalty: 5602.137695
	Iteration 20F: 3 clusters Score -1.038133e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -10381341.000000 Penalty: 5602.137695
	Iteration 21Q: 3 clusters Score -1.038134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 79849 members 
Entering Unmasked Estep 
Score: -10381350.000000 Penalty: 5602.137695
	Iteration 22Q: 3 clusters Score -1.038135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 79864 members 
Entering Unmasked Estep 
Score: -10381376.000000 Penalty: 5602.137695
	Iteration 23Q: 3 clusters Score -1.038138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 79874 members 
Entering Unmasked Estep 
Score: -10381378.000000 Penalty: 5602.137695
	Iteration 24Q: 3 clusters Score -1.038138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 79883 members 
Entering Unmasked Estep 
Score: -10381382.000000 Penalty: 5602.137695
	Iteration 25Q: 3 clusters Score -1.038138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -10381381.000000 Penalty: 5602.137695
	Iteration 26Q: 3 clusters Score -1.038138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -10381385.000000 Penalty: 5602.137695
	Iteration 27Q: 3 clusters Score -1.038138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -10381388.000000 Penalty: 5602.137695
	Iteration 28Q: 3 clusters Score -1.038139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -10381392.000000 Penalty: 5602.137695
	Iteration 29Q: 3 clusters Score -1.038139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -10381397.000000 Penalty: 5602.137695
	Iteration 30Q: 3 clusters Score -1.03814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -10381384.000000 Penalty: 5602.137695
	Iteration 31Q: 3 clusters Score -1.038138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -10381401.000000 Penalty: 5602.137695
	Iteration 32Q: 3 clusters Score -1.03814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -10381404.000000 Penalty: 5602.137695
	Iteration 33Q: 3 clusters Score -1.03814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -10381404.000000 Penalty: 5602.137695
	Iteration 34F: 3 clusters Score -1.03814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -117653.273438 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -117653.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -115734.976562 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -115735 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -116161.328125 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -116161.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -116276.242188 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -116276.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -116361.593750 Penalty: 3446.176758
	Iteration 3Q: 3 clusters Score -116361.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -116424.632812 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -116424.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -116507.460938 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -116507.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -116632.320312 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -116632.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -116859.750000 Penalty: 3446.176758
	Iteration 7F: 3 clusters Score -116859.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117149.789062 Penalty: 3446.176758
	Iteration 8F: 3 clusters Score -117149.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117492.757812 Penalty: 3446.176758
	Iteration 9F: 3 clusters Score -117492.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117669.765625 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -117669.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -117769.343750 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -117769.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117876.703125 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -117876.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117973.359375 Penalty: 3446.176758
	Iteration 13Q: 3 clusters Score -117973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -118011.117188 Penalty: 3446.176758
	Iteration 14Q: 3 clusters Score -118011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -118032.460938 Penalty: 3446.176758
	Iteration 15Q: 3 clusters Score -118032.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -118046.085938 Penalty: 3446.176758
	Iteration 16Q: 3 clusters Score -118046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118068.523438 Penalty: 3446.176758
	Iteration 17Q: 3 clusters Score -118068.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118076.906250 Penalty: 3446.176758
	Iteration 18Q: 3 clusters Score -118076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118081.296875 Penalty: 3446.176758
	Iteration 19F: 3 clusters Score -118081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -118122.882812 Penalty: 3446.176758
	Iteration 20F: 3 clusters Score -118122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118276.664062 Penalty: 3446.176758
	Iteration 21Q: 3 clusters Score -118276.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118537.492188 Penalty: 3446.176758
	Iteration 22Q: 3 clusters Score -118537.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -118770.296875 Penalty: 3446.176758
	Iteration 23Q: 3 clusters Score -118770.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118773.039062 Penalty: 3446.176758
	Iteration 24Q: 3 clusters Score -118773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118773.039062 Penalty: 3446.176758
	Iteration 25F: 3 clusters Score -118773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290362 members 
Mstep: Class 5 contains 35595 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150727 members 
Mstep: Class 8 contains 56531 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44511 members 
Mstep: Class 11 contains 120634 members 
Mstep: Class 12 contains 101431 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59853 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80389 members 
Mstep: Class 29 contains 501 members 
Mstep: Class 30 contains 1510 members 
Mstep: Class 31 contains 540 members 
Entering Unmasked Estep 
Score: -157737264.000000 Penalty: 108024.484375
Splitting cluster 29 changes total score from -157737840.000000 to -157737264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -180995.046875 Penalty: 1815.326416
	Iteration 0F: 2 clusters Score -180995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -178705.453125 Penalty: 3630.652832
	Iteration 0F: 3 clusters Score -178705.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -179127.671875 Penalty: 3630.652832
	Iteration 1F: 3 clusters Score -179127.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -179326.843750 Penalty: 3630.652832
	Iteration 2F: 3 clusters Score -179326.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -179457.390625 Penalty: 3630.652832
	Iteration 3F: 3 clusters Score -179457.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -179568.500000 Penalty: 3630.652832
	Iteration 4Q: 3 clusters Score -179568.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -179684.734375 Penalty: 3630.652832
	Iteration 5Q: 3 clusters Score -179684.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -179795.093750 Penalty: 3630.652832
	Iteration 6Q: 3 clusters Score -179795.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -179911.453125 Penalty: 3630.652832
	Iteration 7Q: 3 clusters Score -179911.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -180000.296875 Penalty: 3630.652832
	Iteration 8Q: 3 clusters Score -180000.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -180058.187500 Penalty: 3630.652832
	Iteration 9Q: 3 clusters Score -180058.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -180112.453125 Penalty: 3630.652832
	Iteration 10Q: 3 clusters Score -180112.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -180143.812500 Penalty: 3630.652832
	Iteration 11Q: 3 clusters Score -180143.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -180165.703125 Penalty: 3630.652832
	Iteration 12Q: 3 clusters Score -180165.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -180202.171875 Penalty: 3630.652832
	Iteration 13Q: 3 clusters Score -180202.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -180230.359375 Penalty: 3630.652832
	Iteration 14Q: 3 clusters Score -180230.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -180254.250000 Penalty: 3630.652832
	Iteration 15Q: 3 clusters Score -180254.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -180271.671875 Penalty: 3630.652832
	Iteration 16Q: 3 clusters Score -180271.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -180284.703125 Penalty: 3630.652832
	Iteration 17Q: 3 clusters Score -180284.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180294.203125 Penalty: 3630.652832
	Iteration 18Q: 3 clusters Score -180294.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -180301.046875 Penalty: 3630.652832
	Iteration 19Q: 3 clusters Score -180301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -180305.468750 Penalty: 3630.652832
	Iteration 20F: 3 clusters Score -180305.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -180309.234375 Penalty: 3630.652832
	Iteration 21Q: 3 clusters Score -180309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -180312.593750 Penalty: 3630.652832
	Iteration 22Q: 3 clusters Score -180312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -180315.562500 Penalty: 3630.652832
	Iteration 23Q: 3 clusters Score -180315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -180315.562500 Penalty: 3630.652832
	Iteration 24F: 3 clusters Score -180315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290362 members 
Mstep: Class 5 contains 35595 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150727 members 
Mstep: Class 8 contains 56531 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44511 members 
Mstep: Class 11 contains 120634 members 
Mstep: Class 12 contains 101431 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59853 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80389 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737840.000000 Penalty: 104539.820312
Iteration 239Q: 31 clusters Score -1.577378e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290363 members 
Mstep: Class 5 contains 35598 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150729 members 
Mstep: Class 8 contains 56532 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44510 members 
Mstep: Class 11 contains 120624 members 
Mstep: Class 12 contains 101431 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59854 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80392 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737840.000000 Penalty: 104539.820312
Iteration 240F: 31 clusters Score -1.577378e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290369 members 
Mstep: Class 5 contains 35600 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150727 members 
Mstep: Class 8 contains 56532 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44510 members 
Mstep: Class 11 contains 120614 members 
Mstep: Class 12 contains 101431 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59855 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737872.000000 Penalty: 104539.820312
Iteration 241Q: 31 clusters Score -1.577379e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290372 members 
Mstep: Class 5 contains 35600 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150725 members 
Mstep: Class 8 contains 56532 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44509 members 
Mstep: Class 11 contains 120611 members 
Mstep: Class 12 contains 101431 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59857 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12953 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737936.000000 Penalty: 104539.820312
Iteration 242Q: 31 clusters Score -1.577379e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290371 members 
Mstep: Class 5 contains 35604 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150724 members 
Mstep: Class 8 contains 56532 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120607 members 
Mstep: Class 12 contains 101431 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59859 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12954 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737840.000000 Penalty: 104539.820312
Iteration 243Q: 31 clusters Score -1.577378e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290376 members 
Mstep: Class 5 contains 35606 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150724 members 
Mstep: Class 8 contains 56530 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44509 members 
Mstep: Class 11 contains 120599 members 
Mstep: Class 12 contains 101431 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59860 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12954 members 
Mstep: Class 28 contains 80395 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737888.000000 Penalty: 104539.820312
Iteration 244Q: 31 clusters Score -1.577379e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290382 members 
Mstep: Class 5 contains 35608 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150724 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120592 members 
Mstep: Class 12 contains 101431 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59863 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12954 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737888.000000 Penalty: 104539.820312
Iteration 245Q: 31 clusters Score -1.577379e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290391 members 
Mstep: Class 5 contains 35608 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44507 members 
Mstep: Class 11 contains 120587 members 
Mstep: Class 12 contains 101430 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59862 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12955 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737824.000000 Penalty: 104539.820312
Iteration 246Q: 31 clusters Score -1.577378e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290397 members 
Mstep: Class 5 contains 35609 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150723 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44507 members 
Mstep: Class 11 contains 120577 members 
Mstep: Class 12 contains 101430 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59864 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12955 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737824.000000 Penalty: 104539.820312
Iteration 247Q: 31 clusters Score -1.577378e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290401 members 
Mstep: Class 5 contains 35611 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150723 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44507 members 
Mstep: Class 11 contains 120568 members 
Mstep: Class 12 contains 101430 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59866 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737840.000000 Penalty: 104539.820312
Iteration 248Q: 31 clusters Score -1.577378e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290408 members 
Mstep: Class 5 contains 35611 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44507 members 
Mstep: Class 11 contains 120562 members 
Mstep: Class 12 contains 101430 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59866 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737808.000000 Penalty: 104539.820312
Iteration 249Q: 31 clusters Score -1.577378e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290410 members 
Mstep: Class 5 contains 35611 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150721 members 
Mstep: Class 8 contains 56525 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44507 members 
Mstep: Class 11 contains 120562 members 
Mstep: Class 12 contains 101430 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59867 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737840.000000 Penalty: 104539.820312
Iteration 250Q: 31 clusters Score -1.577378e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290412 members 
Mstep: Class 5 contains 35610 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150721 members 
Mstep: Class 8 contains 56525 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44507 members 
Mstep: Class 11 contains 120561 members 
Mstep: Class 12 contains 101430 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59867 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737824.000000 Penalty: 104539.820312
Iteration 251Q: 31 clusters Score -1.577378e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290415 members 
Mstep: Class 5 contains 35610 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56523 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44507 members 
Mstep: Class 11 contains 120559 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59868 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737824.000000 Penalty: 104539.820312
Iteration 252Q: 31 clusters Score -1.577378e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290418 members 
Mstep: Class 5 contains 35609 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150723 members 
Mstep: Class 8 contains 56523 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120555 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59868 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80395 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737776.000000 Penalty: 104539.820312
Iteration 253Q: 31 clusters Score -1.577378e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290419 members 
Mstep: Class 5 contains 35609 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56522 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120553 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59871 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80395 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737808.000000 Penalty: 104539.820312
Iteration 254Q: 31 clusters Score -1.577378e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290417 members 
Mstep: Class 5 contains 35610 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56523 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120550 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59875 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737840.000000 Penalty: 104539.820312
Iteration 255Q: 31 clusters Score -1.577378e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290417 members 
Mstep: Class 5 contains 35611 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56523 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120548 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59876 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737824.000000 Penalty: 104539.820312
Iteration 256Q: 31 clusters Score -1.577378e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290417 members 
Mstep: Class 5 contains 35614 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56523 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120546 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59876 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737776.000000 Penalty: 104539.820312
Iteration 257Q: 31 clusters Score -1.577378e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290419 members 
Mstep: Class 5 contains 35615 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56522 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120544 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59876 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80394 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737744.000000 Penalty: 104539.820312
Iteration 258Q: 31 clusters Score -1.577377e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290420 members 
Mstep: Class 5 contains 35616 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56522 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 120541 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59876 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80395 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737760.000000 Penalty: 104539.820312
Iteration 259Q: 31 clusters Score -1.577378e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290422 members 
Mstep: Class 5 contains 35616 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56521 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44507 members 
Mstep: Class 11 contains 120538 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59877 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80397 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737824.000000 Penalty: 104539.820312
Iteration 260F: 31 clusters Score -1.577378e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290429 members 
Mstep: Class 5 contains 35615 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56525 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120529 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59879 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80396 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 104539.820312
Iteration 261Q: 31 clusters Score -1.577377e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290427 members 
Mstep: Class 5 contains 35616 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56527 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120525 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31400 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59882 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80397 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737776.000000 Penalty: 104539.820312
Iteration 262Q: 31 clusters Score -1.577378e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290428 members 
Mstep: Class 5 contains 35617 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56530 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120518 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31399 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59884 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80398 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737744.000000 Penalty: 104539.820312
Iteration 263Q: 31 clusters Score -1.577377e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290424 members 
Mstep: Class 5 contains 35618 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56529 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120515 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31399 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59888 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12955 members 
Mstep: Class 28 contains 80402 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737760.000000 Penalty: 104539.820312
Iteration 264Q: 31 clusters Score -1.577378e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290425 members 
Mstep: Class 5 contains 35618 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150723 members 
Mstep: Class 8 contains 56527 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120506 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31399 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59894 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 80404 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737744.000000 Penalty: 104539.820312
Iteration 265Q: 31 clusters Score -1.577377e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290421 members 
Mstep: Class 5 contains 35619 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56526 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120502 members 
Mstep: Class 12 contains 101428 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31399 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59899 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12958 members 
Mstep: Class 28 contains 80406 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 104539.820312
Iteration 266Q: 31 clusters Score -1.577377e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290421 members 
Mstep: Class 5 contains 35620 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150721 members 
Mstep: Class 8 contains 56527 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120499 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31398 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59902 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12958 members 
Mstep: Class 28 contains 80405 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737792.000000 Penalty: 104539.820312
Iteration 267Q: 31 clusters Score -1.577378e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290425 members 
Mstep: Class 5 contains 35621 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150720 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120490 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31397 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59904 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12958 members 
Mstep: Class 28 contains 80408 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737776.000000 Penalty: 104539.820312
Iteration 268Q: 31 clusters Score -1.577378e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290428 members 
Mstep: Class 5 contains 35621 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150721 members 
Mstep: Class 8 contains 56527 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120481 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31397 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59910 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12958 members 
Mstep: Class 28 contains 80408 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737760.000000 Penalty: 104539.820312
Iteration 269Q: 31 clusters Score -1.577378e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290427 members 
Mstep: Class 5 contains 35621 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150722 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120476 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31397 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59913 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12958 members 
Mstep: Class 28 contains 80409 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737680.000000 Penalty: 104539.820312
Iteration 270Q: 31 clusters Score -1.577377e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290427 members 
Mstep: Class 5 contains 35621 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150725 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120472 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31397 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59914 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12958 members 
Mstep: Class 28 contains 80409 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737712.000000 Penalty: 104539.820312
Iteration 271Q: 31 clusters Score -1.577377e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290429 members 
Mstep: Class 5 contains 35623 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150724 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120471 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31397 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59914 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12958 members 
Mstep: Class 28 contains 80408 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 104539.820312
Iteration 272Q: 31 clusters Score -1.577377e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290430 members 
Mstep: Class 5 contains 35622 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150724 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120471 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31397 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59914 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12958 members 
Mstep: Class 28 contains 80408 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 104539.820312
Iteration 273Q: 31 clusters Score -1.577377e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290432 members 
Mstep: Class 5 contains 35622 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150724 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120469 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31397 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59914 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12958 members 
Mstep: Class 28 contains 80408 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 104539.820312
Iteration 274Q: 31 clusters Score -1.577377e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290433 members 
Mstep: Class 5 contains 35622 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150724 members 
Mstep: Class 8 contains 56528 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120467 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31397 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59915 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12958 members 
Mstep: Class 28 contains 80408 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 104539.820312
Iteration 275Q: 31 clusters Score -1.577377e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290436 members 
Mstep: Class 5 contains 35622 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150724 members 
Mstep: Class 8 contains 56526 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120465 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31397 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59915 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12958 members 
Mstep: Class 28 contains 80409 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737712.000000 Penalty: 104539.820312
Iteration 276Q: 31 clusters Score -1.577377e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290436 members 
Mstep: Class 5 contains 35622 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150724 members 
Mstep: Class 8 contains 56526 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120465 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31397 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59915 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12958 members 
Mstep: Class 28 contains 80409 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737712.000000 Penalty: 104539.820312
Iteration 277F: 31 clusters Score -1.577377e+08 nChanged 0
Entering ConstructFrom: 
Score: -157737712.000000 Penalty: 104539.820312
Entering ConstructFrom: 
Trying to split cluster 1 (8796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Entering Unmasked Estep 
Score: -1059980.125000 Penalty: 2252.348877
	Iteration 0F: 2 clusters Score -1059980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1053074.875000 Penalty: 4504.697754
	Iteration 0F: 3 clusters Score -1053075 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1055127.250000 Penalty: 4504.697754
	Iteration 1F: 3 clusters Score -1055127 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1055499.750000 Penalty: 4504.697754
	Iteration 2F: 3 clusters Score -1055500 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1055826.000000 Penalty: 4504.697754
	Iteration 3F: 3 clusters Score -1055826 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1056112.875000 Penalty: 4504.697754
	Iteration 4F: 3 clusters Score -1056113 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1056412.500000 Penalty: 4504.697754
	Iteration 5Q: 3 clusters Score -1056412 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1056703.375000 Penalty: 4504.697754
	Iteration 6Q: 3 clusters Score -1056703 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1057004.375000 Penalty: 4504.697754
	Iteration 7Q: 3 clusters Score -1057004 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1057271.875000 Penalty: 4504.697754
	Iteration 8Q: 3 clusters Score -1057272 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1057524.250000 Penalty: 4504.697754
	Iteration 9Q: 3 clusters Score -1057524 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1057739.250000 Penalty: 4504.697754
	Iteration 10Q: 3 clusters Score -1057739 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1057925.250000 Penalty: 4504.697754
	Iteration 11Q: 3 clusters Score -1057925 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1058103.625000 Penalty: 4504.697754
	Iteration 12Q: 3 clusters Score -1058104 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1058258.750000 Penalty: 4504.697754
	Iteration 13Q: 3 clusters Score -1058259 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1058401.125000 Penalty: 4504.697754
	Iteration 14Q: 3 clusters Score -1058401 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1058545.250000 Penalty: 4504.697754
	Iteration 15Q: 3 clusters Score -1058545 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1058647.000000 Penalty: 4504.697754
	Iteration 16Q: 3 clusters Score -1058647 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1058715.250000 Penalty: 4504.697754
	Iteration 17Q: 3 clusters Score -1058715 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1058757.625000 Penalty: 4504.697754
	Iteration 18Q: 3 clusters Score -1058758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1058791.625000 Penalty: 4504.697754
	Iteration 19Q: 3 clusters Score -1058792 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1058819.250000 Penalty: 4504.697754
	Iteration 20F: 3 clusters Score -1058819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1058837.750000 Penalty: 4504.697754
	Iteration 21Q: 3 clusters Score -1058838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1058858.500000 Penalty: 4504.697754
	Iteration 22Q: 3 clusters Score -1058858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1058872.750000 Penalty: 4504.697754
	Iteration 23Q: 3 clusters Score -1058873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1058886.750000 Penalty: 4504.697754
	Iteration 24Q: 3 clusters Score -1058887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1058898.250000 Penalty: 4504.697754
	Iteration 25Q: 3 clusters Score -1058898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1058906.750000 Penalty: 4504.697754
	Iteration 26Q: 3 clusters Score -1058907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1058913.000000 Penalty: 4504.697754
	Iteration 27Q: 3 clusters Score -1058913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1058920.500000 Penalty: 4504.697754
	Iteration 28Q: 3 clusters Score -1058920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1058926.500000 Penalty: 4504.697754
	Iteration 29Q: 3 clusters Score -1058926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1058934.875000 Penalty: 4504.697754
	Iteration 30Q: 3 clusters Score -1058935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1058939.750000 Penalty: 4504.697754
	Iteration 31Q: 3 clusters Score -1058940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1058943.250000 Penalty: 4504.697754
	Iteration 32Q: 3 clusters Score -1058943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1058945.250000 Penalty: 4504.697754
	Iteration 33Q: 3 clusters Score -1058945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1058946.625000 Penalty: 4504.697754
	Iteration 34Q: 3 clusters Score -1058947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1058946.625000 Penalty: 4504.697754
	Iteration 35F: 3 clusters Score -1058947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Entering Unmasked Estep 
Score: -1687291.875000 Penalty: 2356.413086
	Iteration 0F: 2 clusters Score -1687292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1677445.125000 Penalty: 4712.826172
	Iteration 0F: 3 clusters Score -1677445 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1680454.625000 Penalty: 4712.826172
	Iteration 1F: 3 clusters Score -1680455 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1680779.250000 Penalty: 4712.826172
	Iteration 2F: 3 clusters Score -1680779 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1680992.875000 Penalty: 4712.826172
	Iteration 3Q: 3 clusters Score -1680993 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1681161.000000 Penalty: 4712.826172
	Iteration 4Q: 3 clusters Score -1681161 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1681317.500000 Penalty: 4712.826172
	Iteration 5Q: 3 clusters Score -1681318 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1681469.750000 Penalty: 4712.826172
	Iteration 6Q: 3 clusters Score -1681470 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1681629.000000 Penalty: 4712.826172
	Iteration 7Q: 3 clusters Score -1681629 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1681787.000000 Penalty: 4712.826172
	Iteration 8Q: 3 clusters Score -1681787 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1681922.875000 Penalty: 4712.826172
	Iteration 9Q: 3 clusters Score -1681923 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1682046.000000 Penalty: 4712.826172
	Iteration 10Q: 3 clusters Score -1682046 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1682174.125000 Penalty: 4712.826172
	Iteration 11Q: 3 clusters Score -1682174 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1682289.500000 Penalty: 4712.826172
	Iteration 12Q: 3 clusters Score -1682290 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1682419.875000 Penalty: 4712.826172
	Iteration 13Q: 3 clusters Score -1682420 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1682558.000000 Penalty: 4712.826172
	Iteration 14Q: 3 clusters Score -1682558 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1682682.875000 Penalty: 4712.826172
	Iteration 15Q: 3 clusters Score -1682683 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1682799.250000 Penalty: 4712.826172
	Iteration 16Q: 3 clusters Score -1682799 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1682913.125000 Penalty: 4712.826172
	Iteration 17Q: 3 clusters Score -1682913 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1683009.250000 Penalty: 4712.826172
	Iteration 18Q: 3 clusters Score -1683009 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1683088.125000 Penalty: 4712.826172
	Iteration 19Q: 3 clusters Score -1683088 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1683161.750000 Penalty: 4712.826172
	Iteration 20F: 3 clusters Score -1683162 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1683242.750000 Penalty: 4712.826172
	Iteration 21Q: 3 clusters Score -1683243 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1683334.125000 Penalty: 4712.826172
	Iteration 22Q: 3 clusters Score -1683334 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1683447.500000 Penalty: 4712.826172
	Iteration 23Q: 3 clusters Score -1683448 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1683563.875000 Penalty: 4712.826172
	Iteration 24Q: 3 clusters Score -1683564 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1683665.250000 Penalty: 4712.826172
	Iteration 25Q: 3 clusters Score -1683665 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1683748.750000 Penalty: 4712.826172
	Iteration 26Q: 3 clusters Score -1683749 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1683830.000000 Penalty: 4712.826172
	Iteration 27Q: 3 clusters Score -1683830 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1683902.250000 Penalty: 4712.826172
	Iteration 28Q: 3 clusters Score -1683902 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1683945.500000 Penalty: 4712.826172
	Iteration 29Q: 3 clusters Score -1683946 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1683985.625000 Penalty: 4712.826172
	Iteration 30Q: 3 clusters Score -1683986 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1684018.000000 Penalty: 4712.826172
	Iteration 31Q: 3 clusters Score -1684018 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1684050.250000 Penalty: 4712.826172
	Iteration 32Q: 3 clusters Score -1684050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1684078.125000 Penalty: 4712.826172
	Iteration 33Q: 3 clusters Score -1684078 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1684111.125000 Penalty: 4712.826172
	Iteration 34Q: 3 clusters Score -1684111 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1684132.750000 Penalty: 4712.826172
	Iteration 35Q: 3 clusters Score -1684133 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1684164.000000 Penalty: 4712.826172
	Iteration 36Q: 3 clusters Score -1684164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1684193.250000 Penalty: 4712.826172
	Iteration 37Q: 3 clusters Score -1684193 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1684224.625000 Penalty: 4712.826172
	Iteration 38Q: 3 clusters Score -1684225 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1684257.125000 Penalty: 4712.826172
	Iteration 39Q: 3 clusters Score -1684257 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1684290.750000 Penalty: 4712.826172
	Iteration 40F: 3 clusters Score -1684291 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1684319.250000 Penalty: 4712.826172
	Iteration 41Q: 3 clusters Score -1684319 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1684355.000000 Penalty: 4712.826172
	Iteration 42Q: 3 clusters Score -1684355 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1684386.250000 Penalty: 4712.826172
	Iteration 43Q: 3 clusters Score -1684386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1684433.875000 Penalty: 4712.826172
	Iteration 44Q: 3 clusters Score -1684434 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1684486.375000 Penalty: 4712.826172
	Iteration 45Q: 3 clusters Score -1684486 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1684563.750000 Penalty: 4712.826172
	Iteration 46Q: 3 clusters Score -1684564 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1684675.125000 Penalty: 4712.826172
	Iteration 47Q: 3 clusters Score -1684675 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1684875.250000 Penalty: 4712.826172
	Iteration 48Q: 3 clusters Score -1684875 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1685129.250000 Penalty: 4712.826172
	Iteration 49Q: 3 clusters Score -1685129 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1685354.125000 Penalty: 4712.826172
	Iteration 50Q: 3 clusters Score -1685354 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1685476.125000 Penalty: 4712.826172
	Iteration 51Q: 3 clusters Score -1685476 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1685556.000000 Penalty: 4712.826172
	Iteration 52Q: 3 clusters Score -1685556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1685607.000000 Penalty: 4712.826172
	Iteration 53Q: 3 clusters Score -1685607 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1685659.250000 Penalty: 4712.826172
	Iteration 54Q: 3 clusters Score -1685659 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1685695.625000 Penalty: 4712.826172
	Iteration 55Q: 3 clusters Score -1685696 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1685729.625000 Penalty: 4712.826172
	Iteration 56Q: 3 clusters Score -1685730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1685762.125000 Penalty: 4712.826172
	Iteration 57Q: 3 clusters Score -1685762 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1685783.250000 Penalty: 4712.826172
	Iteration 58Q: 3 clusters Score -1685783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1685810.875000 Penalty: 4712.826172
	Iteration 59Q: 3 clusters Score -1685811 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1685838.625000 Penalty: 4712.826172
	Iteration 60F: 3 clusters Score -1685839 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1685869.250000 Penalty: 4712.826172
	Iteration 61Q: 3 clusters Score -1685869 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1685894.875000 Penalty: 4712.826172
	Iteration 62Q: 3 clusters Score -1685895 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1685925.625000 Penalty: 4712.826172
	Iteration 63Q: 3 clusters Score -1685926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1685955.500000 Penalty: 4712.826172
	Iteration 64Q: 3 clusters Score -1685956 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1685992.250000 Penalty: 4712.826172
	Iteration 65Q: 3 clusters Score -1685992 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1686031.625000 Penalty: 4712.826172
	Iteration 66Q: 3 clusters Score -1686032 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1686080.125000 Penalty: 4712.826172
	Iteration 67Q: 3 clusters Score -1686080 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1686126.000000 Penalty: 4712.826172
	Iteration 68Q: 3 clusters Score -1686126 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1686160.125000 Penalty: 4712.826172
	Iteration 69Q: 3 clusters Score -1686160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1686185.000000 Penalty: 4712.826172
	Iteration 70Q: 3 clusters Score -1686185 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1686203.625000 Penalty: 4712.826172
	Iteration 71Q: 3 clusters Score -1686204 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1686220.500000 Penalty: 4712.826172
	Iteration 72Q: 3 clusters Score -1686220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1686232.500000 Penalty: 4712.826172
	Iteration 73Q: 3 clusters Score -1686232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1686250.250000 Penalty: 4712.826172
	Iteration 74Q: 3 clusters Score -1686250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1686262.625000 Penalty: 4712.826172
	Iteration 75Q: 3 clusters Score -1686263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1686274.750000 Penalty: 4712.826172
	Iteration 76Q: 3 clusters Score -1686275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1686287.500000 Penalty: 4712.826172
	Iteration 77Q: 3 clusters Score -1686288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1686295.500000 Penalty: 4712.826172
	Iteration 78Q: 3 clusters Score -1686296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1686305.250000 Penalty: 4712.826172
	Iteration 79Q: 3 clusters Score -1686305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1686309.750000 Penalty: 4712.826172
	Iteration 80F: 3 clusters Score -1686310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1686310.375000 Penalty: 4712.826172
	Iteration 81Q: 3 clusters Score -1686310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1686316.375000 Penalty: 4712.826172
	Iteration 82Q: 3 clusters Score -1686316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1686322.375000 Penalty: 4712.826172
	Iteration 83Q: 3 clusters Score -1686322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1686327.000000 Penalty: 4712.826172
	Iteration 84Q: 3 clusters Score -1686327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1686331.375000 Penalty: 4712.826172
	Iteration 85Q: 3 clusters Score -1686331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1686326.250000 Penalty: 4712.826172
	Iteration 86Q: 3 clusters Score -1686326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1686328.125000 Penalty: 4712.826172
	Iteration 87Q: 3 clusters Score -1686328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1686324.250000 Penalty: 4712.826172
	Iteration 88Q: 3 clusters Score -1686324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1686327.500000 Penalty: 4712.826172
	Iteration 89Q: 3 clusters Score -1686328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1686327.500000 Penalty: 4712.826172
	Iteration 90F: 3 clusters Score -1686328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (100920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Entering Unmasked Estep 
Score: -12722064.000000 Penalty: 2857.476562
	Iteration 0F: 2 clusters Score -1.272206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -12654570.000000 Penalty: 5714.953125
	Iteration 0F: 3 clusters Score -1.265457e+07 nChanged 47887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -12682185.000000 Penalty: 5714.953125
	Iteration 1F: 3 clusters Score -1.268218e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -12683131.000000 Penalty: 5714.953125
	Iteration 2Q: 3 clusters Score -1.268313e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -12684084.000000 Penalty: 5714.953125
	Iteration 3Q: 3 clusters Score -1.268408e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -12685036.000000 Penalty: 5714.953125
	Iteration 4Q: 3 clusters Score -1.268504e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -12686068.000000 Penalty: 5714.953125
	Iteration 5Q: 3 clusters Score -1.268607e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -12687277.000000 Penalty: 5714.953125
	Iteration 6Q: 3 clusters Score -1.268728e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -12688500.000000 Penalty: 5714.953125
	Iteration 7Q: 3 clusters Score -1.26885e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -12690149.000000 Penalty: 5714.953125
	Iteration 8Q: 3 clusters Score -1.269015e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -12692056.000000 Penalty: 5714.953125
	Iteration 9Q: 3 clusters Score -1.269206e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -12694145.000000 Penalty: 5714.953125
	Iteration 10Q: 3 clusters Score -1.269414e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -12696349.000000 Penalty: 5714.953125
	Iteration 11Q: 3 clusters Score -1.269635e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -12698839.000000 Penalty: 5714.953125
	Iteration 12Q: 3 clusters Score -1.269884e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -12700780.000000 Penalty: 5714.953125
	Iteration 13Q: 3 clusters Score -1.270078e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -12702134.000000 Penalty: 5714.953125
	Iteration 14Q: 3 clusters Score -1.270213e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -12702764.000000 Penalty: 5714.953125
	Iteration 15Q: 3 clusters Score -1.270276e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -12703109.000000 Penalty: 5714.953125
	Iteration 16Q: 3 clusters Score -1.270311e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -12703331.000000 Penalty: 5714.953125
	Iteration 17Q: 3 clusters Score -1.270333e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -12703436.000000 Penalty: 5714.953125
	Iteration 18Q: 3 clusters Score -1.270344e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -12703575.000000 Penalty: 5714.953125
	Iteration 19Q: 3 clusters Score -1.270358e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -12703780.000000 Penalty: 5714.953125
	Iteration 20F: 3 clusters Score -1.270378e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -12704052.000000 Penalty: 5714.953125
	Iteration 21Q: 3 clusters Score -1.270405e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -12704267.000000 Penalty: 5714.953125
	Iteration 22Q: 3 clusters Score -1.270427e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -12704553.000000 Penalty: 5714.953125
	Iteration 23Q: 3 clusters Score -1.270455e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -12704897.000000 Penalty: 5714.953125
	Iteration 24Q: 3 clusters Score -1.27049e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -12705319.000000 Penalty: 5714.953125
	Iteration 25Q: 3 clusters Score -1.270532e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 69038 members 
Entering Unmasked Estep 
Score: -12705715.000000 Penalty: 5714.953125
	Iteration 26Q: 3 clusters Score -1.270572e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -12706145.000000 Penalty: 5714.953125
	Iteration 27Q: 3 clusters Score -1.270614e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -12706744.000000 Penalty: 5714.953125
	Iteration 28Q: 3 clusters Score -1.270674e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -12707373.000000 Penalty: 5714.953125
	Iteration 29Q: 3 clusters Score -1.270737e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -12708187.000000 Penalty: 5714.953125
	Iteration 30Q: 3 clusters Score -1.270819e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 78934 members 
Entering Unmasked Estep 
Score: -12708975.000000 Penalty: 5714.953125
	Iteration 31Q: 3 clusters Score -1.270898e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -12709956.000000 Penalty: 5714.953125
	Iteration 32Q: 3 clusters Score -1.270996e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -12711054.000000 Penalty: 5714.953125
	Iteration 33Q: 3 clusters Score -1.271105e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -12712168.000000 Penalty: 5714.953125
	Iteration 34Q: 3 clusters Score -1.271217e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -12713318.000000 Penalty: 5714.953125
	Iteration 35Q: 3 clusters Score -1.271332e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -12714318.000000 Penalty: 5714.953125
	Iteration 36Q: 3 clusters Score -1.271432e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -12715357.000000 Penalty: 5714.953125
	Iteration 37Q: 3 clusters Score -1.271536e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -12716274.000000 Penalty: 5714.953125
	Iteration 38Q: 3 clusters Score -1.271627e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 94386 members 
Entering Unmasked Estep 
Score: -12717050.000000 Penalty: 5714.953125
	Iteration 39Q: 3 clusters Score -1.271705e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -12717754.000000 Penalty: 5714.953125
	Iteration 40F: 3 clusters Score -1.271775e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -12718365.000000 Penalty: 5714.953125
	Iteration 41Q: 3 clusters Score -1.271836e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -12718873.000000 Penalty: 5714.953125
	Iteration 42Q: 3 clusters Score -1.271887e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 97645 members 
Entering Unmasked Estep 
Score: -12719244.000000 Penalty: 5714.953125
	Iteration 43Q: 3 clusters Score -1.271924e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 98041 members 
Entering Unmasked Estep 
Score: -12719544.000000 Penalty: 5714.953125
	Iteration 44Q: 3 clusters Score -1.271954e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
Score: -12719765.000000 Penalty: 5714.953125
	Iteration 45Q: 3 clusters Score -1.271976e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -12719900.000000 Penalty: 5714.953125
	Iteration 46Q: 3 clusters Score -1.27199e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 98680 members 
Entering Unmasked Estep 
Score: -12719983.000000 Penalty: 5714.953125
	Iteration 47Q: 3 clusters Score -1.271998e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -12720032.000000 Penalty: 5714.953125
	Iteration 48Q: 3 clusters Score -1.272003e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 98872 members 
Entering Unmasked Estep 
Score: -12720036.000000 Penalty: 5714.953125
	Iteration 49Q: 3 clusters Score -1.272004e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -12720087.000000 Penalty: 5714.953125
	Iteration 50Q: 3 clusters Score -1.272009e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 98985 members 
Entering Unmasked Estep 
Score: -12720123.000000 Penalty: 5714.953125
	Iteration 51Q: 3 clusters Score -1.272012e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -12720133.000000 Penalty: 5714.953125
	Iteration 52Q: 3 clusters Score -1.272013e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -12720137.000000 Penalty: 5714.953125
	Iteration 53Q: 3 clusters Score -1.272014e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -12720145.000000 Penalty: 5714.953125
	Iteration 54Q: 3 clusters Score -1.272014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -12720147.000000 Penalty: 5714.953125
	Iteration 55Q: 3 clusters Score -1.272015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -12720144.000000 Penalty: 5714.953125
	Iteration 56Q: 3 clusters Score -1.272014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 99095 members 
Entering Unmasked Estep 
Score: -12720139.000000 Penalty: 5714.953125
	Iteration 57Q: 3 clusters Score -1.272014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -12720163.000000 Penalty: 5714.953125
	Iteration 58Q: 3 clusters Score -1.272016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -12720159.000000 Penalty: 5714.953125
	Iteration 59Q: 3 clusters Score -1.272016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -12720165.000000 Penalty: 5714.953125
	Iteration 60F: 3 clusters Score -1.272016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -12720155.000000 Penalty: 5714.953125
	Iteration 61Q: 3 clusters Score -1.272016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -12720165.000000 Penalty: 5714.953125
	Iteration 62Q: 3 clusters Score -1.272016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -12720165.000000 Penalty: 5714.953125
	Iteration 63Q: 3 clusters Score -1.272016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 99141 members 
Entering Unmasked Estep 
Score: -12720163.000000 Penalty: 5714.953125
	Iteration 64Q: 3 clusters Score -1.272016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 99142 members 
Entering Unmasked Estep 
Score: -12720170.000000 Penalty: 5714.953125
	Iteration 65Q: 3 clusters Score -1.272017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 99142 members 
Entering Unmasked Estep 
Score: -12720170.000000 Penalty: 5714.953125
	Iteration 66F: 3 clusters Score -1.272017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (290436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290436 members 
Entering Unmasked Estep 
Score: -37461292.000000 Penalty: 3119.626465
	Iteration 0F: 2 clusters Score -3.746129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145286 members 
Mstep: Class 2 contains 145150 members 
Entering Unmasked Estep 
Score: -37286104.000000 Penalty: 6239.252930
	Iteration 0F: 3 clusters Score -3.72861e+07 nChanged 140534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147698 members 
Mstep: Class 2 contains 142738 members 
Entering Unmasked Estep 
Score: -37370492.000000 Penalty: 6239.252930
	Iteration 1F: 3 clusters Score -3.737049e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149742 members 
Mstep: Class 2 contains 140694 members 
Entering Unmasked Estep 
Score: -37372056.000000 Penalty: 6239.252930
	Iteration 2Q: 3 clusters Score -3.737206e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152900 members 
Mstep: Class 2 contains 137536 members 
Entering Unmasked Estep 
Score: -37374204.000000 Penalty: 6239.252930
	Iteration 3Q: 3 clusters Score -3.73742e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157722 members 
Mstep: Class 2 contains 132714 members 
Entering Unmasked Estep 
Score: -37376892.000000 Penalty: 6239.252930
	Iteration 4Q: 3 clusters Score -3.737689e+07 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164860 members 
Mstep: Class 2 contains 125576 members 
Entering Unmasked Estep 
Score: -37380460.000000 Penalty: 6239.252930
	Iteration 5Q: 3 clusters Score -3.738046e+07 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174628 members 
Mstep: Class 2 contains 115808 members 
Entering Unmasked Estep 
Score: -37386136.000000 Penalty: 6239.252930
	Iteration 6Q: 3 clusters Score -3.738614e+07 nChanged 16611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187559 members 
Mstep: Class 2 contains 102877 members 
Entering Unmasked Estep 
Score: -37394440.000000 Penalty: 6239.252930
	Iteration 7F: 3 clusters Score -3.739444e+07 nChanged 18411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201788 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -37405468.000000 Penalty: 6239.252930
	Iteration 8F: 3 clusters Score -3.740547e+07 nChanged 17972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214440 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -37418532.000000 Penalty: 6239.252930
	Iteration 9F: 3 clusters Score -3.741853e+07 nChanged 15026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222824 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -37428576.000000 Penalty: 6239.252930
	Iteration 10F: 3 clusters Score -3.742858e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227774 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -37433668.000000 Penalty: 6239.252930
	Iteration 11Q: 3 clusters Score -3.743367e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231143 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
Score: -37435672.000000 Penalty: 6239.252930
	Iteration 12Q: 3 clusters Score -3.743567e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233842 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -37436704.000000 Penalty: 6239.252930
	Iteration 13Q: 3 clusters Score -3.74367e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236322 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -37437464.000000 Penalty: 6239.252930
	Iteration 14Q: 3 clusters Score -3.743746e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238693 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -37437932.000000 Penalty: 6239.252930
	Iteration 15Q: 3 clusters Score -3.743793e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241050 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -37438532.000000 Penalty: 6239.252930
	Iteration 16Q: 3 clusters Score -3.743853e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243435 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -37439328.000000 Penalty: 6239.252930
	Iteration 17Q: 3 clusters Score -3.743933e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245784 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -37440248.000000 Penalty: 6239.252930
	Iteration 18Q: 3 clusters Score -3.744025e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248148 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -37440812.000000 Penalty: 6239.252930
	Iteration 19Q: 3 clusters Score -3.744081e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250483 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -37441312.000000 Penalty: 6239.252930
	Iteration 20F: 3 clusters Score -3.744131e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252778 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -37441868.000000 Penalty: 6239.252930
	Iteration 21Q: 3 clusters Score -3.744187e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254967 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -37442592.000000 Penalty: 6239.252930
	Iteration 22Q: 3 clusters Score -3.744259e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257145 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -37443360.000000 Penalty: 6239.252930
	Iteration 23Q: 3 clusters Score -3.744336e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259249 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -37444312.000000 Penalty: 6239.252930
	Iteration 24Q: 3 clusters Score -3.744431e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261358 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -37445120.000000 Penalty: 6239.252930
	Iteration 25Q: 3 clusters Score -3.744512e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263486 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -37445892.000000 Penalty: 6239.252930
	Iteration 26Q: 3 clusters Score -3.744589e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265592 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -37446996.000000 Penalty: 6239.252930
	Iteration 27Q: 3 clusters Score -3.7447e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267765 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -37447800.000000 Penalty: 6239.252930
	Iteration 28Q: 3 clusters Score -3.74478e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269904 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -37448348.000000 Penalty: 6239.252930
	Iteration 29Q: 3 clusters Score -3.744835e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271953 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -37449248.000000 Penalty: 6239.252930
	Iteration 30Q: 3 clusters Score -3.744925e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273958 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -37450016.000000 Penalty: 6239.252930
	Iteration 31Q: 3 clusters Score -3.745002e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275866 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -37450972.000000 Penalty: 6239.252930
	Iteration 32Q: 3 clusters Score -3.745097e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277683 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -37451720.000000 Penalty: 6239.252930
	Iteration 33Q: 3 clusters Score -3.745172e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279413 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -37452532.000000 Penalty: 6239.252930
	Iteration 34Q: 3 clusters Score -3.745253e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280885 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -37453532.000000 Penalty: 6239.252930
	Iteration 35Q: 3 clusters Score -3.745353e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282188 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -37454244.000000 Penalty: 6239.252930
	Iteration 36Q: 3 clusters Score -3.745424e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283342 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -37454956.000000 Penalty: 6239.252930
	Iteration 37Q: 3 clusters Score -3.745496e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284368 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -37455764.000000 Penalty: 6239.252930
	Iteration 38Q: 3 clusters Score -3.745576e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285174 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -37456116.000000 Penalty: 6239.252930
	Iteration 39Q: 3 clusters Score -3.745612e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285856 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -37456508.000000 Penalty: 6239.252930
	Iteration 40F: 3 clusters Score -3.745651e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286460 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -37457044.000000 Penalty: 6239.252930
	Iteration 41Q: 3 clusters Score -3.745704e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286942 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -37457412.000000 Penalty: 6239.252930
	Iteration 42Q: 3 clusters Score -3.745741e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287333 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -37457732.000000 Penalty: 6239.252930
	Iteration 43Q: 3 clusters Score -3.745773e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287643 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -37458008.000000 Penalty: 6239.252930
	Iteration 44Q: 3 clusters Score -3.745801e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287890 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -37458160.000000 Penalty: 6239.252930
	Iteration 45Q: 3 clusters Score -3.745816e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288072 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -37458252.000000 Penalty: 6239.252930
	Iteration 46Q: 3 clusters Score -3.745825e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288207 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -37458360.000000 Penalty: 6239.252930
	Iteration 47Q: 3 clusters Score -3.745836e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288306 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -37458372.000000 Penalty: 6239.252930
	Iteration 48Q: 3 clusters Score -3.745837e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288387 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -37458480.000000 Penalty: 6239.252930
	Iteration 49Q: 3 clusters Score -3.745848e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288475 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -37458564.000000 Penalty: 6239.252930
	Iteration 50Q: 3 clusters Score -3.745856e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288546 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -37458604.000000 Penalty: 6239.252930
	Iteration 51Q: 3 clusters Score -3.74586e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288596 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -37458672.000000 Penalty: 6239.252930
	Iteration 52Q: 3 clusters Score -3.745867e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288634 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -37458696.000000 Penalty: 6239.252930
	Iteration 53Q: 3 clusters Score -3.74587e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288667 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -37458740.000000 Penalty: 6239.252930
	Iteration 54Q: 3 clusters Score -3.745874e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288698 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -37458756.000000 Penalty: 6239.252930
	Iteration 55Q: 3 clusters Score -3.745876e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288730 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -37458804.000000 Penalty: 6239.252930
	Iteration 56Q: 3 clusters Score -3.74588e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288755 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -37458864.000000 Penalty: 6239.252930
	Iteration 57Q: 3 clusters Score -3.745886e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288790 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -37458892.000000 Penalty: 6239.252930
	Iteration 58Q: 3 clusters Score -3.745889e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288810 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -37458904.000000 Penalty: 6239.252930
	Iteration 59Q: 3 clusters Score -3.74589e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288830 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -37458952.000000 Penalty: 6239.252930
	Iteration 60F: 3 clusters Score -3.745895e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288846 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -37458924.000000 Penalty: 6239.252930
	Iteration 61Q: 3 clusters Score -3.745892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288856 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -37458932.000000 Penalty: 6239.252930
	Iteration 62Q: 3 clusters Score -3.745893e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288871 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -37458972.000000 Penalty: 6239.252930
	Iteration 63Q: 3 clusters Score -3.745897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288883 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -37458980.000000 Penalty: 6239.252930
	Iteration 64Q: 3 clusters Score -3.745898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288894 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -37458964.000000 Penalty: 6239.252930
	Iteration 65Q: 3 clusters Score -3.745896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288898 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -37458968.000000 Penalty: 6239.252930
	Iteration 66Q: 3 clusters Score -3.745897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288903 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -37459028.000000 Penalty: 6239.252930
	Iteration 67Q: 3 clusters Score -3.745903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288911 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -37459012.000000 Penalty: 6239.252930
	Iteration 68Q: 3 clusters Score -3.745901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288927 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -37459004.000000 Penalty: 6239.252930
	Iteration 69Q: 3 clusters Score -3.7459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288937 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -37459012.000000 Penalty: 6239.252930
	Iteration 70Q: 3 clusters Score -3.745901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288941 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -37459020.000000 Penalty: 6239.252930
	Iteration 71Q: 3 clusters Score -3.745902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288944 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -37459028.000000 Penalty: 6239.252930
	Iteration 72Q: 3 clusters Score -3.745903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288957 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -37459004.000000 Penalty: 6239.252930
	Iteration 73Q: 3 clusters Score -3.7459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288963 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -37459016.000000 Penalty: 6239.252930
	Iteration 74Q: 3 clusters Score -3.745902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288970 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -37459032.000000 Penalty: 6239.252930
	Iteration 75Q: 3 clusters Score -3.745903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288981 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -37459040.000000 Penalty: 6239.252930
	Iteration 76Q: 3 clusters Score -3.745904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288994 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -37459044.000000 Penalty: 6239.252930
	Iteration 77Q: 3 clusters Score -3.745904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289002 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -37459068.000000 Penalty: 6239.252930
	Iteration 78Q: 3 clusters Score -3.745907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289007 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -37459064.000000 Penalty: 6239.252930
	Iteration 79Q: 3 clusters Score -3.745906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289005 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -37459036.000000 Penalty: 6239.252930
	Iteration 80F: 3 clusters Score -3.745904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289010 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -37459036.000000 Penalty: 6239.252930
	Iteration 81Q: 3 clusters Score -3.745904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289012 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -37459060.000000 Penalty: 6239.252930
	Iteration 82Q: 3 clusters Score -3.745906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289019 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -37459056.000000 Penalty: 6239.252930
	Iteration 83Q: 3 clusters Score -3.745906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289029 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -37459072.000000 Penalty: 6239.252930
	Iteration 84Q: 3 clusters Score -3.745907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289035 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -37459044.000000 Penalty: 6239.252930
	Iteration 85Q: 3 clusters Score -3.745904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289040 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -37459040.000000 Penalty: 6239.252930
	Iteration 86Q: 3 clusters Score -3.745904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289046 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -37459040.000000 Penalty: 6239.252930
	Iteration 87Q: 3 clusters Score -3.745904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289052 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -37459028.000000 Penalty: 6239.252930
	Iteration 88Q: 3 clusters Score -3.745903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289054 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -37459044.000000 Penalty: 6239.252930
	Iteration 89Q: 3 clusters Score -3.745904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289054 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -37459040.000000 Penalty: 6239.252930
	Iteration 90Q: 3 clusters Score -3.745904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289055 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -37459064.000000 Penalty: 6239.252930
	Iteration 91Q: 3 clusters Score -3.745906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289056 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -37459068.000000 Penalty: 6239.252930
	Iteration 92Q: 3 clusters Score -3.745907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289056 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -37459068.000000 Penalty: 6239.252930
	Iteration 93Q: 3 clusters Score -3.745907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289056 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -37459068.000000 Penalty: 6239.252930
	Iteration 94F: 3 clusters Score -3.745907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Entering Unmasked Estep 
Score: -4648656.000000 Penalty: 2599.218262
	Iteration 0F: 2 clusters Score -4648656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4624471.000000 Penalty: 5198.436523
	Iteration 0F: 3 clusters Score -4624471 nChanged 16216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -4633315.500000 Penalty: 5198.436523
	Iteration 1F: 3 clusters Score -4633316 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -4633729.000000 Penalty: 5198.436523
	Iteration 2Q: 3 clusters Score -4633729 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4634050.500000 Penalty: 5198.436523
	Iteration 3Q: 3 clusters Score -4634050 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -4634353.500000 Penalty: 5198.436523
	Iteration 4Q: 3 clusters Score -4634354 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -4634655.500000 Penalty: 5198.436523
	Iteration 5Q: 3 clusters Score -4634656 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -4635042.000000 Penalty: 5198.436523
	Iteration 6Q: 3 clusters Score -4635042 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -4635502.500000 Penalty: 5198.436523
	Iteration 7Q: 3 clusters Score -4635502 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -4636215.000000 Penalty: 5198.436523
	Iteration 8Q: 3 clusters Score -4636215 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -4637261.500000 Penalty: 5198.436523
	Iteration 9F: 3 clusters Score -4637262 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -4638889.000000 Penalty: 5198.436523
	Iteration 10F: 3 clusters Score -4638889 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -4641024.500000 Penalty: 5198.436523
	Iteration 11F: 3 clusters Score -4641024 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4643181.500000 Penalty: 5198.436523
	Iteration 12F: 3 clusters Score -4643182 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4644804.500000 Penalty: 5198.436523
	Iteration 13Q: 3 clusters Score -4644804 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4645637.000000 Penalty: 5198.436523
	Iteration 14Q: 3 clusters Score -4645637 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4646013.000000 Penalty: 5198.436523
	Iteration 15Q: 3 clusters Score -4646013 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4646178.500000 Penalty: 5198.436523
	Iteration 16Q: 3 clusters Score -4646178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4646255.000000 Penalty: 5198.436523
	Iteration 17Q: 3 clusters Score -4646255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4646274.500000 Penalty: 5198.436523
	Iteration 18Q: 3 clusters Score -4646274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4646295.500000 Penalty: 5198.436523
	Iteration 19Q: 3 clusters Score -4646296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4646313.500000 Penalty: 5198.436523
	Iteration 20F: 3 clusters Score -4646314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4646320.500000 Penalty: 5198.436523
	Iteration 21Q: 3 clusters Score -4646320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4646332.000000 Penalty: 5198.436523
	Iteration 22Q: 3 clusters Score -4646332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4646335.000000 Penalty: 5198.436523
	Iteration 23Q: 3 clusters Score -4646335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4646336.000000 Penalty: 5198.436523
	Iteration 24Q: 3 clusters Score -4646336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4646343.500000 Penalty: 5198.436523
	Iteration 25Q: 3 clusters Score -4646344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4646346.000000 Penalty: 5198.436523
	Iteration 26Q: 3 clusters Score -4646346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4646356.000000 Penalty: 5198.436523
	Iteration 27Q: 3 clusters Score -4646356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4646354.000000 Penalty: 5198.436523
	Iteration 28Q: 3 clusters Score -4646354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4646363.500000 Penalty: 5198.436523
	Iteration 29Q: 3 clusters Score -4646364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4646363.000000 Penalty: 5198.436523
	Iteration 30Q: 3 clusters Score -4646363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4646368.000000 Penalty: 5198.436523
	Iteration 31Q: 3 clusters Score -4646368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4646369.000000 Penalty: 5198.436523
	Iteration 32Q: 3 clusters Score -4646369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4646375.500000 Penalty: 5198.436523
	Iteration 33Q: 3 clusters Score -4646376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4646383.500000 Penalty: 5198.436523
	Iteration 34Q: 3 clusters Score -4646384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4646388.500000 Penalty: 5198.436523
	Iteration 35Q: 3 clusters Score -4646388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4646390.500000 Penalty: 5198.436523
	Iteration 36Q: 3 clusters Score -4646390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4646394.500000 Penalty: 5198.436523
	Iteration 37Q: 3 clusters Score -4646394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4646396.000000 Penalty: 5198.436523
	Iteration 38Q: 3 clusters Score -4646396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4646396.000000 Penalty: 5198.436523
	Iteration 39F: 3 clusters Score -4646396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Entering Unmasked Estep 
Score: -845713.000000 Penalty: 2216.560547
	Iteration 0F: 2 clusters Score -845713 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 3812 members 
Entering Unmasked Estep 
Score: -839616.062500 Penalty: 4433.121094
	Iteration 0F: 3 clusters Score -839616.1 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -841747.375000 Penalty: 4433.121094
	Iteration 1F: 3 clusters Score -841747.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -842717.062500 Penalty: 4433.121094
	Iteration 2F: 3 clusters Score -842717.1 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -843460.125000 Penalty: 4433.121094
	Iteration 3F: 3 clusters Score -843460.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -843905.062500 Penalty: 4433.121094
	Iteration 4F: 3 clusters Score -843905.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -844106.125000 Penalty: 4433.121094
	Iteration 5Q: 3 clusters Score -844106.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -844214.437500 Penalty: 4433.121094
	Iteration 6Q: 3 clusters Score -844214.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -844289.687500 Penalty: 4433.121094
	Iteration 7Q: 3 clusters Score -844289.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -844336.312500 Penalty: 4433.121094
	Iteration 8Q: 3 clusters Score -844336.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -844367.375000 Penalty: 4433.121094
	Iteration 9Q: 3 clusters Score -844367.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -844394.312500 Penalty: 4433.121094
	Iteration 10Q: 3 clusters Score -844394.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -844418.687500 Penalty: 4433.121094
	Iteration 11Q: 3 clusters Score -844418.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -844430.187500 Penalty: 4433.121094
	Iteration 12Q: 3 clusters Score -844430.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -844443.750000 Penalty: 4433.121094
	Iteration 13Q: 3 clusters Score -844443.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -844449.750000 Penalty: 4433.121094
	Iteration 14Q: 3 clusters Score -844449.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -844457.500000 Penalty: 4433.121094
	Iteration 15Q: 3 clusters Score -844457.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -844462.625000 Penalty: 4433.121094
	Iteration 16Q: 3 clusters Score -844462.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -844468.312500 Penalty: 4433.121094
	Iteration 17Q: 3 clusters Score -844468.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -844472.500000 Penalty: 4433.121094
	Iteration 18Q: 3 clusters Score -844472.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -844476.812500 Penalty: 4433.121094
	Iteration 19Q: 3 clusters Score -844476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -844479.375000 Penalty: 4433.121094
	Iteration 20F: 3 clusters Score -844479.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -844480.937500 Penalty: 4433.121094
	Iteration 21Q: 3 clusters Score -844480.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -844480.750000 Penalty: 4433.121094
	Iteration 22Q: 3 clusters Score -844480.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -844481.875000 Penalty: 4433.121094
	Iteration 23Q: 3 clusters Score -844481.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -844483.437500 Penalty: 4433.121094
	Iteration 24Q: 3 clusters Score -844483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -844486.750000 Penalty: 4433.121094
	Iteration 25Q: 3 clusters Score -844486.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -844486.187500 Penalty: 4433.121094
	Iteration 26Q: 3 clusters Score -844486.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -844487.812500 Penalty: 4433.121094
	Iteration 27Q: 3 clusters Score -844487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -844488.375000 Penalty: 4433.121094
	Iteration 28Q: 3 clusters Score -844488.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -844491.750000 Penalty: 4433.121094
	Iteration 29Q: 3 clusters Score -844491.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -844493.562500 Penalty: 4433.121094
	Iteration 30Q: 3 clusters Score -844493.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -844493.812500 Penalty: 4433.121094
	Iteration 31Q: 3 clusters Score -844493.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -844497.500000 Penalty: 4433.121094
	Iteration 32Q: 3 clusters Score -844497.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -844496.500000 Penalty: 4433.121094
	Iteration 33Q: 3 clusters Score -844496.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -844498.937500 Penalty: 4433.121094
	Iteration 34Q: 3 clusters Score -844498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -844498.625000 Penalty: 4433.121094
	Iteration 35Q: 3 clusters Score -844498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -844500.937500 Penalty: 4433.121094
	Iteration 36Q: 3 clusters Score -844500.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -844502.375000 Penalty: 4433.121094
	Iteration 37Q: 3 clusters Score -844502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -844503.875000 Penalty: 4433.121094
	Iteration 38Q: 3 clusters Score -844503.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -844508.437500 Penalty: 4433.121094
	Iteration 39Q: 3 clusters Score -844508.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -844512.250000 Penalty: 4433.121094
	Iteration 40F: 3 clusters Score -844512.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -844518.687500 Penalty: 4433.121094
	Iteration 41Q: 3 clusters Score -844518.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -844530.750000 Penalty: 4433.121094
	Iteration 42Q: 3 clusters Score -844530.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -844544.750000 Penalty: 4433.121094
	Iteration 43Q: 3 clusters Score -844544.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -844572.687500 Penalty: 4433.121094
	Iteration 44Q: 3 clusters Score -844572.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -844608.250000 Penalty: 4433.121094
	Iteration 45Q: 3 clusters Score -844608.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -844627.125000 Penalty: 4433.121094
	Iteration 46Q: 3 clusters Score -844627.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -844643.250000 Penalty: 4433.121094
	Iteration 47Q: 3 clusters Score -844643.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -844660.875000 Penalty: 4433.121094
	Iteration 48Q: 3 clusters Score -844660.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -844677.437500 Penalty: 4433.121094
	Iteration 49Q: 3 clusters Score -844677.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -844690.000000 Penalty: 4433.121094
	Iteration 50Q: 3 clusters Score -844690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -844696.625000 Penalty: 4433.121094
	Iteration 51Q: 3 clusters Score -844696.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -844710.687500 Penalty: 4433.121094
	Iteration 52Q: 3 clusters Score -844710.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -844727.375000 Penalty: 4433.121094
	Iteration 53Q: 3 clusters Score -844727.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -844741.437500 Penalty: 4433.121094
	Iteration 54Q: 3 clusters Score -844741.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -844754.375000 Penalty: 4433.121094
	Iteration 55Q: 3 clusters Score -844754.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -844761.125000 Penalty: 4433.121094
	Iteration 56Q: 3 clusters Score -844761.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -844776.500000 Penalty: 4433.121094
	Iteration 57Q: 3 clusters Score -844776.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -844791.000000 Penalty: 4433.121094
	Iteration 58Q: 3 clusters Score -844791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -844806.875000 Penalty: 4433.121094
	Iteration 59Q: 3 clusters Score -844806.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -844823.562500 Penalty: 4433.121094
	Iteration 60F: 3 clusters Score -844823.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -844845.125000 Penalty: 4433.121094
	Iteration 61Q: 3 clusters Score -844845.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -844886.625000 Penalty: 4433.121094
	Iteration 62Q: 3 clusters Score -844886.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -844917.937500 Penalty: 4433.121094
	Iteration 63Q: 3 clusters Score -844917.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -844947.937500 Penalty: 4433.121094
	Iteration 64Q: 3 clusters Score -844947.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -844974.000000 Penalty: 4433.121094
	Iteration 65Q: 3 clusters Score -844974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -844994.562500 Penalty: 4433.121094
	Iteration 66Q: 3 clusters Score -844994.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -845013.687500 Penalty: 4433.121094
	Iteration 67Q: 3 clusters Score -845013.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -845033.312500 Penalty: 4433.121094
	Iteration 68Q: 3 clusters Score -845033.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -845049.312500 Penalty: 4433.121094
	Iteration 69Q: 3 clusters Score -845049.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -845070.500000 Penalty: 4433.121094
	Iteration 70Q: 3 clusters Score -845070.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -845090.500000 Penalty: 4433.121094
	Iteration 71Q: 3 clusters Score -845090.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -845114.250000 Penalty: 4433.121094
	Iteration 72Q: 3 clusters Score -845114.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -845133.875000 Penalty: 4433.121094
	Iteration 73Q: 3 clusters Score -845133.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -845153.625000 Penalty: 4433.121094
	Iteration 74Q: 3 clusters Score -845153.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -845178.625000 Penalty: 4433.121094
	Iteration 75Q: 3 clusters Score -845178.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -845192.375000 Penalty: 4433.121094
	Iteration 76Q: 3 clusters Score -845192.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -845202.437500 Penalty: 4433.121094
	Iteration 77Q: 3 clusters Score -845202.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -845212.250000 Penalty: 4433.121094
	Iteration 78Q: 3 clusters Score -845212.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -845218.812500 Penalty: 4433.121094
	Iteration 79Q: 3 clusters Score -845218.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -845222.312500 Penalty: 4433.121094
	Iteration 80F: 3 clusters Score -845222.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -845232.187500 Penalty: 4433.121094
	Iteration 81Q: 3 clusters Score -845232.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -845237.500000 Penalty: 4433.121094
	Iteration 82Q: 3 clusters Score -845237.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -845238.500000 Penalty: 4433.121094
	Iteration 83Q: 3 clusters Score -845238.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -845244.187500 Penalty: 4433.121094
	Iteration 84Q: 3 clusters Score -845244.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -845249.187500 Penalty: 4433.121094
	Iteration 85Q: 3 clusters Score -845249.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -845252.625000 Penalty: 4433.121094
	Iteration 86Q: 3 clusters Score -845252.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -845257.312500 Penalty: 4433.121094
	Iteration 87Q: 3 clusters Score -845257.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -845262.937500 Penalty: 4433.121094
	Iteration 88Q: 3 clusters Score -845262.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -845269.750000 Penalty: 4433.121094
	Iteration 89Q: 3 clusters Score -845269.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -845275.625000 Penalty: 4433.121094
	Iteration 90Q: 3 clusters Score -845275.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -845280.562500 Penalty: 4433.121094
	Iteration 91Q: 3 clusters Score -845280.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -845287.250000 Penalty: 4433.121094
	Iteration 92Q: 3 clusters Score -845287.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -845294.312500 Penalty: 4433.121094
	Iteration 93Q: 3 clusters Score -845294.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -845298.437500 Penalty: 4433.121094
	Iteration 94Q: 3 clusters Score -845298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -845298.500000 Penalty: 4433.121094
	Iteration 95Q: 3 clusters Score -845298.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -845300.125000 Penalty: 4433.121094
	Iteration 96Q: 3 clusters Score -845300.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -845305.875000 Penalty: 4433.121094
	Iteration 97Q: 3 clusters Score -845305.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -845304.312500 Penalty: 4433.121094
	Iteration 98Q: 3 clusters Score -845304.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -845307.500000 Penalty: 4433.121094
	Iteration 99Q: 3 clusters Score -845307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -845308.375000 Penalty: 4433.121094
	Iteration 100F: 3 clusters Score -845308.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -845311.000000 Penalty: 4433.121094
	Iteration 101Q: 3 clusters Score -845311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -845310.750000 Penalty: 4433.121094
	Iteration 102Q: 3 clusters Score -845310.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -845314.250000 Penalty: 4433.121094
	Iteration 103Q: 3 clusters Score -845314.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -845315.312500 Penalty: 4433.121094
	Iteration 104Q: 3 clusters Score -845315.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -845315.875000 Penalty: 4433.121094
	Iteration 105Q: 3 clusters Score -845315.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -845318.312500 Penalty: 4433.121094
	Iteration 106Q: 3 clusters Score -845318.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -845321.062500 Penalty: 4433.121094
	Iteration 107Q: 3 clusters Score -845321.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -845320.375000 Penalty: 4433.121094
	Iteration 108Q: 3 clusters Score -845320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -845319.875000 Penalty: 4433.121094
	Iteration 109Q: 3 clusters Score -845319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -845322.375000 Penalty: 4433.121094
	Iteration 110Q: 3 clusters Score -845322.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -845324.812500 Penalty: 4433.121094
	Iteration 111Q: 3 clusters Score -845324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -845325.937500 Penalty: 4433.121094
	Iteration 112Q: 3 clusters Score -845325.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -845329.000000 Penalty: 4433.121094
	Iteration 113Q: 3 clusters Score -845329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -845329.812500 Penalty: 4433.121094
	Iteration 114Q: 3 clusters Score -845329.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -845329.750000 Penalty: 4433.121094
	Iteration 115Q: 3 clusters Score -845329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -845328.250000 Penalty: 4433.121094
	Iteration 116Q: 3 clusters Score -845328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -845330.250000 Penalty: 4433.121094
	Iteration 117Q: 3 clusters Score -845330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -845331.125000 Penalty: 4433.121094
	Iteration 118Q: 3 clusters Score -845331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -845332.062500 Penalty: 4433.121094
	Iteration 119Q: 3 clusters Score -845332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -845332.062500 Penalty: 4433.121094
	Iteration 120F: 3 clusters Score -845332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150724 members 
Entering Unmasked Estep 
Score: -19180464.000000 Penalty: 2956.954834
	Iteration 0F: 2 clusters Score -1.918046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 75098 members 
Entering Unmasked Estep 
Score: -19082382.000000 Penalty: 5913.909668
	Iteration 0F: 3 clusters Score -1.908238e+07 nChanged 72022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -19125560.000000 Penalty: 5913.909668
	Iteration 1F: 3 clusters Score -1.912556e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
Score: -19127716.000000 Penalty: 5913.909668
	Iteration 2Q: 3 clusters Score -1.912772e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -19131330.000000 Penalty: 5913.909668
	Iteration 3Q: 3 clusters Score -1.913133e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 75212 members 
Entering Unmasked Estep 
Score: -19136018.000000 Penalty: 5913.909668
	Iteration 4F: 3 clusters Score -1.913602e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -19141288.000000 Penalty: 5913.909668
	Iteration 5F: 3 clusters Score -1.914129e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -19145944.000000 Penalty: 5913.909668
	Iteration 6F: 3 clusters Score -1.914594e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 73163 members 
Entering Unmasked Estep 
Score: -19148860.000000 Penalty: 5913.909668
	Iteration 7F: 3 clusters Score -1.914886e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
Score: -19150874.000000 Penalty: 5913.909668
	Iteration 8Q: 3 clusters Score -1.915087e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -19152142.000000 Penalty: 5913.909668
	Iteration 9Q: 3 clusters Score -1.915214e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -19153020.000000 Penalty: 5913.909668
	Iteration 10Q: 3 clusters Score -1.915302e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87196 members 
Mstep: Class 2 contains 63528 members 
Entering Unmasked Estep 
Score: -19154164.000000 Penalty: 5913.909668
	Iteration 11Q: 3 clusters Score -1.915416e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91052 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -19155518.000000 Penalty: 5913.909668
	Iteration 12Q: 3 clusters Score -1.915552e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95532 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -19157088.000000 Penalty: 5913.909668
	Iteration 13Q: 3 clusters Score -1.915709e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -19159186.000000 Penalty: 5913.909668
	Iteration 14Q: 3 clusters Score -1.915919e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106161 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -19161604.000000 Penalty: 5913.909668
	Iteration 15Q: 3 clusters Score -1.91616e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112075 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -19164084.000000 Penalty: 5913.909668
	Iteration 16Q: 3 clusters Score -1.916408e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118029 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -19166808.000000 Penalty: 5913.909668
	Iteration 17Q: 3 clusters Score -1.916681e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123645 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -19169332.000000 Penalty: 5913.909668
	Iteration 18Q: 3 clusters Score -1.916933e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128697 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -19171808.000000 Penalty: 5913.909668
	Iteration 19Q: 3 clusters Score -1.917181e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133015 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -19173696.000000 Penalty: 5913.909668
	Iteration 20F: 3 clusters Score -1.91737e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136562 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -19175188.000000 Penalty: 5913.909668
	Iteration 21Q: 3 clusters Score -1.917519e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139363 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -19176304.000000 Penalty: 5913.909668
	Iteration 22Q: 3 clusters Score -1.91763e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141494 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -19177366.000000 Penalty: 5913.909668
	Iteration 23Q: 3 clusters Score -1.917737e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143025 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -19178368.000000 Penalty: 5913.909668
	Iteration 24Q: 3 clusters Score -1.917837e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143967 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -19179302.000000 Penalty: 5913.909668
	Iteration 25Q: 3 clusters Score -1.91793e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144458 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -19179642.000000 Penalty: 5913.909668
	Iteration 26Q: 3 clusters Score -1.917964e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144777 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -19179766.000000 Penalty: 5913.909668
	Iteration 27Q: 3 clusters Score -1.917977e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144967 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -19179838.000000 Penalty: 5913.909668
	Iteration 28Q: 3 clusters Score -1.917984e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145097 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -19179866.000000 Penalty: 5913.909668
	Iteration 29Q: 3 clusters Score -1.917987e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145187 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -19179870.000000 Penalty: 5913.909668
	Iteration 30Q: 3 clusters Score -1.917987e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145280 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -19179872.000000 Penalty: 5913.909668
	Iteration 31Q: 3 clusters Score -1.917987e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145359 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -19179892.000000 Penalty: 5913.909668
	Iteration 32Q: 3 clusters Score -1.917989e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145423 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -19179904.000000 Penalty: 5913.909668
	Iteration 33Q: 3 clusters Score -1.91799e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145481 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -19179918.000000 Penalty: 5913.909668
	Iteration 34Q: 3 clusters Score -1.917992e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145512 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -19179900.000000 Penalty: 5913.909668
	Iteration 35Q: 3 clusters Score -1.91799e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145530 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -19179914.000000 Penalty: 5913.909668
	Iteration 36Q: 3 clusters Score -1.917991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145549 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -19179920.000000 Penalty: 5913.909668
	Iteration 37Q: 3 clusters Score -1.917992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145564 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -19179922.000000 Penalty: 5913.909668
	Iteration 38Q: 3 clusters Score -1.917992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -19179934.000000 Penalty: 5913.909668
	Iteration 39Q: 3 clusters Score -1.917993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145582 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -19179920.000000 Penalty: 5913.909668
	Iteration 40F: 3 clusters Score -1.917992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145589 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -19179942.000000 Penalty: 5913.909668
	Iteration 41Q: 3 clusters Score -1.917994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145598 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -19179950.000000 Penalty: 5913.909668
	Iteration 42Q: 3 clusters Score -1.917995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145602 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -19179930.000000 Penalty: 5913.909668
	Iteration 43Q: 3 clusters Score -1.917993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145609 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -19179918.000000 Penalty: 5913.909668
	Iteration 44Q: 3 clusters Score -1.917992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145619 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -19179908.000000 Penalty: 5913.909668
	Iteration 45Q: 3 clusters Score -1.917991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145631 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -19179904.000000 Penalty: 5913.909668
	Iteration 46Q: 3 clusters Score -1.91799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145644 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -19179878.000000 Penalty: 5913.909668
	Iteration 47Q: 3 clusters Score -1.917988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -19179876.000000 Penalty: 5913.909668
	Iteration 48Q: 3 clusters Score -1.917988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145667 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -19179870.000000 Penalty: 5913.909668
	Iteration 49Q: 3 clusters Score -1.917987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145677 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -19179866.000000 Penalty: 5913.909668
	Iteration 50Q: 3 clusters Score -1.917987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145688 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -19179864.000000 Penalty: 5913.909668
	Iteration 51Q: 3 clusters Score -1.917986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145691 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -19179858.000000 Penalty: 5913.909668
	Iteration 52Q: 3 clusters Score -1.917986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145699 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -19179874.000000 Penalty: 5913.909668
	Iteration 53Q: 3 clusters Score -1.917987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145704 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -19179862.000000 Penalty: 5913.909668
	Iteration 54Q: 3 clusters Score -1.917986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145707 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -19179882.000000 Penalty: 5913.909668
	Iteration 55Q: 3 clusters Score -1.917988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145712 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -19179884.000000 Penalty: 5913.909668
	Iteration 56Q: 3 clusters Score -1.917988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -19179878.000000 Penalty: 5913.909668
	Iteration 57Q: 3 clusters Score -1.917988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145725 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -19179870.000000 Penalty: 5913.909668
	Iteration 58Q: 3 clusters Score -1.917987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145729 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -19179872.000000 Penalty: 5913.909668
	Iteration 59Q: 3 clusters Score -1.917987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -19179866.000000 Penalty: 5913.909668
	Iteration 60F: 3 clusters Score -1.917987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -19179852.000000 Penalty: 5913.909668
	Iteration 61Q: 3 clusters Score -1.917985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145732 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -19179860.000000 Penalty: 5913.909668
	Iteration 62Q: 3 clusters Score -1.917986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145732 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -19179860.000000 Penalty: 5913.909668
	Iteration 63F: 3 clusters Score -1.917986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Entering Unmasked Estep 
Score: -6878781.500000 Penalty: 2713.729248
	Iteration 0F: 2 clusters Score -6878782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -6840675.000000 Penalty: 5427.458496
	Iteration 0F: 3 clusters Score -6840675 nChanged 26216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -6856049.500000 Penalty: 5427.458496
	Iteration 1F: 3 clusters Score -6856050 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -6857054.000000 Penalty: 5427.458496
	Iteration 2Q: 3 clusters Score -6857054 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -6858102.500000 Penalty: 5427.458496
	Iteration 3Q: 3 clusters Score -6858102 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -6859212.500000 Penalty: 5427.458496
	Iteration 4Q: 3 clusters Score -6859212 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -6860692.500000 Penalty: 5427.458496
	Iteration 5F: 3 clusters Score -6860692 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -6862658.000000 Penalty: 5427.458496
	Iteration 6F: 3 clusters Score -6862658 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -6865157.500000 Penalty: 5427.458496
	Iteration 7F: 3 clusters Score -6865158 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -6868106.000000 Penalty: 5427.458496
	Iteration 8F: 3 clusters Score -6868106 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -6871074.000000 Penalty: 5427.458496
	Iteration 9F: 3 clusters Score -6871074 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -6873410.500000 Penalty: 5427.458496
	Iteration 10Q: 3 clusters Score -6873410 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -6874950.000000 Penalty: 5427.458496
	Iteration 11Q: 3 clusters Score -6874950 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -6875907.500000 Penalty: 5427.458496
	Iteration 12Q: 3 clusters Score -6875908 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -6876491.500000 Penalty: 5427.458496
	Iteration 13Q: 3 clusters Score -6876492 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6876890.000000 Penalty: 5427.458496
	Iteration 14Q: 3 clusters Score -6876890 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -6877195.500000 Penalty: 5427.458496
	Iteration 15Q: 3 clusters Score -6877196 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -6877376.000000 Penalty: 5427.458496
	Iteration 16Q: 3 clusters Score -6877376 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6877480.500000 Penalty: 5427.458496
	Iteration 17Q: 3 clusters Score -6877480 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6877548.500000 Penalty: 5427.458496
	Iteration 18Q: 3 clusters Score -6877548 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6877604.000000 Penalty: 5427.458496
	Iteration 19Q: 3 clusters Score -6877604 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6877635.500000 Penalty: 5427.458496
	Iteration 20F: 3 clusters Score -6877636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6877641.500000 Penalty: 5427.458496
	Iteration 21Q: 3 clusters Score -6877642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6877638.000000 Penalty: 5427.458496
	Iteration 22Q: 3 clusters Score -6877638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6877667.500000 Penalty: 5427.458496
	Iteration 23Q: 3 clusters Score -6877668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6877679.000000 Penalty: 5427.458496
	Iteration 24Q: 3 clusters Score -6877679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6877699.000000 Penalty: 5427.458496
	Iteration 25Q: 3 clusters Score -6877699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6877702.500000 Penalty: 5427.458496
	Iteration 26Q: 3 clusters Score -6877702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6877712.500000 Penalty: 5427.458496
	Iteration 27Q: 3 clusters Score -6877712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6877721.500000 Penalty: 5427.458496
	Iteration 28Q: 3 clusters Score -6877722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6877730.500000 Penalty: 5427.458496
	Iteration 29Q: 3 clusters Score -6877730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6877728.000000 Penalty: 5427.458496
	Iteration 30Q: 3 clusters Score -6877728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6877718.000000 Penalty: 5427.458496
	Iteration 31Q: 3 clusters Score -6877718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6877725.000000 Penalty: 5427.458496
	Iteration 32Q: 3 clusters Score -6877725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6877719.500000 Penalty: 5427.458496
	Iteration 33Q: 3 clusters Score -6877720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6877725.000000 Penalty: 5427.458496
	Iteration 34Q: 3 clusters Score -6877725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6877724.500000 Penalty: 5427.458496
	Iteration 35Q: 3 clusters Score -6877724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6877734.500000 Penalty: 5427.458496
	Iteration 36Q: 3 clusters Score -6877734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6877735.000000 Penalty: 5427.458496
	Iteration 37Q: 3 clusters Score -6877735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6877720.000000 Penalty: 5427.458496
	Iteration 38Q: 3 clusters Score -6877720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6877726.500000 Penalty: 5427.458496
	Iteration 39Q: 3 clusters Score -6877726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6877731.000000 Penalty: 5427.458496
	Iteration 40F: 3 clusters Score -6877731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6877735.000000 Penalty: 5427.458496
	Iteration 41Q: 3 clusters Score -6877735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6877738.000000 Penalty: 5427.458496
	Iteration 42Q: 3 clusters Score -6877738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6877738.500000 Penalty: 5427.458496
	Iteration 43Q: 3 clusters Score -6877738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6877742.000000 Penalty: 5427.458496
	Iteration 44Q: 3 clusters Score -6877742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6877748.500000 Penalty: 5427.458496
	Iteration 45Q: 3 clusters Score -6877748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6877741.500000 Penalty: 5427.458496
	Iteration 46Q: 3 clusters Score -6877742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6877747.000000 Penalty: 5427.458496
	Iteration 47Q: 3 clusters Score -6877747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6877751.500000 Penalty: 5427.458496
	Iteration 48Q: 3 clusters Score -6877752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6877751.500000 Penalty: 5427.458496
	Iteration 49F: 3 clusters Score -6877752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Entering Unmasked Estep 
Score: -405772.531250 Penalty: 2016.911255
	Iteration 0F: 2 clusters Score -405772.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -402255.375000 Penalty: 4033.822510
	Iteration 0F: 3 clusters Score -402255.4 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -403003.875000 Penalty: 4033.822510
	Iteration 1F: 3 clusters Score -403003.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -403188.281250 Penalty: 4033.822510
	Iteration 2F: 3 clusters Score -403188.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -403292.625000 Penalty: 4033.822510
	Iteration 3F: 3 clusters Score -403292.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -403352.437500 Penalty: 4033.822510
	Iteration 4Q: 3 clusters Score -403352.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -403406.156250 Penalty: 4033.822510
	Iteration 5Q: 3 clusters Score -403406.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -403442.281250 Penalty: 4033.822510
	Iteration 6Q: 3 clusters Score -403442.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -403483.406250 Penalty: 4033.822510
	Iteration 7Q: 3 clusters Score -403483.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -403515.625000 Penalty: 4033.822510
	Iteration 8Q: 3 clusters Score -403515.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -403555.718750 Penalty: 4033.822510
	Iteration 9Q: 3 clusters Score -403555.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -403598.718750 Penalty: 4033.822510
	Iteration 10Q: 3 clusters Score -403598.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -403627.312500 Penalty: 4033.822510
	Iteration 11Q: 3 clusters Score -403627.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -403654.312500 Penalty: 4033.822510
	Iteration 12Q: 3 clusters Score -403654.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -403685.218750 Penalty: 4033.822510
	Iteration 13Q: 3 clusters Score -403685.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -403716.781250 Penalty: 4033.822510
	Iteration 14Q: 3 clusters Score -403716.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -403738.187500 Penalty: 4033.822510
	Iteration 15Q: 3 clusters Score -403738.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -403760.406250 Penalty: 4033.822510
	Iteration 16Q: 3 clusters Score -403760.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -403783.093750 Penalty: 4033.822510
	Iteration 17Q: 3 clusters Score -403783.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -403807.250000 Penalty: 4033.822510
	Iteration 18Q: 3 clusters Score -403807.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -403833.000000 Penalty: 4033.822510
	Iteration 19Q: 3 clusters Score -403833 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -403857.656250 Penalty: 4033.822510
	Iteration 20F: 3 clusters Score -403857.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -403887.281250 Penalty: 4033.822510
	Iteration 21Q: 3 clusters Score -403887.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -403919.937500 Penalty: 4033.822510
	Iteration 22Q: 3 clusters Score -403919.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -403956.562500 Penalty: 4033.822510
	Iteration 23Q: 3 clusters Score -403956.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -403987.250000 Penalty: 4033.822510
	Iteration 24Q: 3 clusters Score -403987.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -404012.031250 Penalty: 4033.822510
	Iteration 25Q: 3 clusters Score -404012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -404034.187500 Penalty: 4033.822510
	Iteration 26Q: 3 clusters Score -404034.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -404052.000000 Penalty: 4033.822510
	Iteration 27Q: 3 clusters Score -404052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -404070.687500 Penalty: 4033.822510
	Iteration 28Q: 3 clusters Score -404070.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -404097.531250 Penalty: 4033.822510
	Iteration 29Q: 3 clusters Score -404097.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -404124.125000 Penalty: 4033.822510
	Iteration 30Q: 3 clusters Score -404124.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -404152.000000 Penalty: 4033.822510
	Iteration 31Q: 3 clusters Score -404152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -404173.125000 Penalty: 4033.822510
	Iteration 32Q: 3 clusters Score -404173.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -404185.218750 Penalty: 4033.822510
	Iteration 33Q: 3 clusters Score -404185.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -404198.250000 Penalty: 4033.822510
	Iteration 34Q: 3 clusters Score -404198.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -404216.125000 Penalty: 4033.822510
	Iteration 35Q: 3 clusters Score -404216.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -404226.218750 Penalty: 4033.822510
	Iteration 36Q: 3 clusters Score -404226.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -404237.593750 Penalty: 4033.822510
	Iteration 37Q: 3 clusters Score -404237.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -404248.968750 Penalty: 4033.822510
	Iteration 38Q: 3 clusters Score -404249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -404258.656250 Penalty: 4033.822510
	Iteration 39Q: 3 clusters Score -404258.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -404268.375000 Penalty: 4033.822510
	Iteration 40F: 3 clusters Score -404268.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -404284.093750 Penalty: 4033.822510
	Iteration 41Q: 3 clusters Score -404284.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -404298.343750 Penalty: 4033.822510
	Iteration 42Q: 3 clusters Score -404298.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -404312.468750 Penalty: 4033.822510
	Iteration 43Q: 3 clusters Score -404312.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -404319.062500 Penalty: 4033.822510
	Iteration 44Q: 3 clusters Score -404319.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -404327.937500 Penalty: 4033.822510
	Iteration 45Q: 3 clusters Score -404327.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -404333.875000 Penalty: 4033.822510
	Iteration 46Q: 3 clusters Score -404333.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -404340.375000 Penalty: 4033.822510
	Iteration 47Q: 3 clusters Score -404340.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -404350.500000 Penalty: 4033.822510
	Iteration 48Q: 3 clusters Score -404350.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -404361.312500 Penalty: 4033.822510
	Iteration 49Q: 3 clusters Score -404361.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -404369.406250 Penalty: 4033.822510
	Iteration 50Q: 3 clusters Score -404369.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -404373.875000 Penalty: 4033.822510
	Iteration 51Q: 3 clusters Score -404373.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -404380.875000 Penalty: 4033.822510
	Iteration 52Q: 3 clusters Score -404380.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -404384.562500 Penalty: 4033.822510
	Iteration 53Q: 3 clusters Score -404384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -404387.531250 Penalty: 4033.822510
	Iteration 54Q: 3 clusters Score -404387.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -404391.625000 Penalty: 4033.822510
	Iteration 55Q: 3 clusters Score -404391.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -404394.093750 Penalty: 4033.822510
	Iteration 56Q: 3 clusters Score -404394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -404397.062500 Penalty: 4033.822510
	Iteration 57Q: 3 clusters Score -404397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -404398.031250 Penalty: 4033.822510
	Iteration 58Q: 3 clusters Score -404398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -404398.031250 Penalty: 4033.822510
	Iteration 59F: 3 clusters Score -404398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Entering Unmasked Estep 
Score: -5647430.500000 Penalty: 2654.432373
	Iteration 0F: 2 clusters Score -5647430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -5617105.000000 Penalty: 5308.864746
	Iteration 0F: 3 clusters Score -5617105 nChanged 20596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -5628484.500000 Penalty: 5308.864746
	Iteration 1F: 3 clusters Score -5628484 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -5629069.000000 Penalty: 5308.864746
	Iteration 2Q: 3 clusters Score -5629069 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -5629560.500000 Penalty: 5308.864746
	Iteration 3Q: 3 clusters Score -5629560 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -5630057.500000 Penalty: 5308.864746
	Iteration 4Q: 3 clusters Score -5630058 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -5630692.000000 Penalty: 5308.864746
	Iteration 5Q: 3 clusters Score -5630692 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -5631692.000000 Penalty: 5308.864746
	Iteration 6Q: 3 clusters Score -5631692 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -5633285.500000 Penalty: 5308.864746
	Iteration 7F: 3 clusters Score -5633286 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -5635715.500000 Penalty: 5308.864746
	Iteration 8F: 3 clusters Score -5635716 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -5638749.000000 Penalty: 5308.864746
	Iteration 9F: 3 clusters Score -5638749 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -5641640.500000 Penalty: 5308.864746
	Iteration 10F: 3 clusters Score -5641640 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -5643510.500000 Penalty: 5308.864746
	Iteration 11Q: 3 clusters Score -5643510 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -5644441.000000 Penalty: 5308.864746
	Iteration 12Q: 3 clusters Score -5644441 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -5644782.000000 Penalty: 5308.864746
	Iteration 13Q: 3 clusters Score -5644782 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -5644926.500000 Penalty: 5308.864746
	Iteration 14Q: 3 clusters Score -5644926 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -5645023.500000 Penalty: 5308.864746
	Iteration 15Q: 3 clusters Score -5645024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -5645055.500000 Penalty: 5308.864746
	Iteration 16Q: 3 clusters Score -5645056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -5645094.500000 Penalty: 5308.864746
	Iteration 17Q: 3 clusters Score -5645094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -5645121.500000 Penalty: 5308.864746
	Iteration 18Q: 3 clusters Score -5645122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -5645144.000000 Penalty: 5308.864746
	Iteration 19Q: 3 clusters Score -5645144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -5645165.000000 Penalty: 5308.864746
	Iteration 20F: 3 clusters Score -5645165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -5645170.000000 Penalty: 5308.864746
	Iteration 21Q: 3 clusters Score -5645170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -5645170.000000 Penalty: 5308.864746
	Iteration 22Q: 3 clusters Score -5645170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -5645170.000000 Penalty: 5308.864746
	Iteration 23F: 3 clusters Score -5645170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (120465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120465 members 
Entering Unmasked Estep 
Score: -15614887.000000 Penalty: 2901.380371
	Iteration 0F: 2 clusters Score -1.561489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -15534541.000000 Penalty: 5802.760742
	Iteration 0F: 3 clusters Score -1.553454e+07 nChanged 57214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -15568351.000000 Penalty: 5802.760742
	Iteration 1F: 3 clusters Score -1.556835e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -15569675.000000 Penalty: 5802.760742
	Iteration 2Q: 3 clusters Score -1.556968e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -15571536.000000 Penalty: 5802.760742
	Iteration 3Q: 3 clusters Score -1.557154e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -15574708.000000 Penalty: 5802.760742
	Iteration 4F: 3 clusters Score -1.557471e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83569 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -15579826.000000 Penalty: 5802.760742
	Iteration 5F: 3 clusters Score -1.557983e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -15587311.000000 Penalty: 5802.760742
	Iteration 6F: 3 clusters Score -1.558731e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -15596338.000000 Penalty: 5802.760742
	Iteration 7F: 3 clusters Score -1.559634e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -15603637.000000 Penalty: 5802.760742
	Iteration 8F: 3 clusters Score -1.560364e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114345 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -15608042.000000 Penalty: 5802.760742
	Iteration 9Q: 3 clusters Score -1.560804e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116749 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -15610074.000000 Penalty: 5802.760742
	Iteration 10Q: 3 clusters Score -1.561007e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117994 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -15611041.000000 Penalty: 5802.760742
	Iteration 11Q: 3 clusters Score -1.561104e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118660 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -15611605.000000 Penalty: 5802.760742
	Iteration 12Q: 3 clusters Score -1.56116e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118996 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -15611943.000000 Penalty: 5802.760742
	Iteration 13Q: 3 clusters Score -1.561194e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119164 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15612088.000000 Penalty: 5802.760742
	Iteration 14Q: 3 clusters Score -1.561209e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -15612188.000000 Penalty: 5802.760742
	Iteration 15Q: 3 clusters Score -1.561219e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119332 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -15612278.000000 Penalty: 5802.760742
	Iteration 16Q: 3 clusters Score -1.561228e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119371 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -15612333.000000 Penalty: 5802.760742
	Iteration 17Q: 3 clusters Score -1.561233e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119400 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -15612378.000000 Penalty: 5802.760742
	Iteration 18Q: 3 clusters Score -1.561238e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119419 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -15612385.000000 Penalty: 5802.760742
	Iteration 19Q: 3 clusters Score -1.561238e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -15612422.000000 Penalty: 5802.760742
	Iteration 20F: 3 clusters Score -1.561242e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119433 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -15612433.000000 Penalty: 5802.760742
	Iteration 21Q: 3 clusters Score -1.561243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119439 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15612437.000000 Penalty: 5802.760742
	Iteration 22Q: 3 clusters Score -1.561244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119441 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -15612463.000000 Penalty: 5802.760742
	Iteration 23Q: 3 clusters Score -1.561246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -15612470.000000 Penalty: 5802.760742
	Iteration 24Q: 3 clusters Score -1.561247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119438 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15612490.000000 Penalty: 5802.760742
	Iteration 25Q: 3 clusters Score -1.561249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119435 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -15612509.000000 Penalty: 5802.760742
	Iteration 26Q: 3 clusters Score -1.561251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -15612513.000000 Penalty: 5802.760742
	Iteration 27Q: 3 clusters Score -1.561251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -15612529.000000 Penalty: 5802.760742
	Iteration 28Q: 3 clusters Score -1.561253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119439 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15612533.000000 Penalty: 5802.760742
	Iteration 29Q: 3 clusters Score -1.561253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119442 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -15612545.000000 Penalty: 5802.760742
	Iteration 30Q: 3 clusters Score -1.561254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119444 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -15612546.000000 Penalty: 5802.760742
	Iteration 31Q: 3 clusters Score -1.561255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119442 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -15612548.000000 Penalty: 5802.760742
	Iteration 32Q: 3 clusters Score -1.561255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119443 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -15612557.000000 Penalty: 5802.760742
	Iteration 33Q: 3 clusters Score -1.561256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119449 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -15612567.000000 Penalty: 5802.760742
	Iteration 34Q: 3 clusters Score -1.561257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -15612566.000000 Penalty: 5802.760742
	Iteration 35Q: 3 clusters Score -1.561257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119444 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -15612567.000000 Penalty: 5802.760742
	Iteration 36Q: 3 clusters Score -1.561257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119442 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -15612563.000000 Penalty: 5802.760742
	Iteration 37Q: 3 clusters Score -1.561256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119441 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -15612566.000000 Penalty: 5802.760742
	Iteration 38Q: 3 clusters Score -1.561257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119444 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -15612584.000000 Penalty: 5802.760742
	Iteration 39Q: 3 clusters Score -1.561258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119445 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -15612581.000000 Penalty: 5802.760742
	Iteration 40F: 3 clusters Score -1.561258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -15612589.000000 Penalty: 5802.760742
	Iteration 41Q: 3 clusters Score -1.561259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119458 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -15612587.000000 Penalty: 5802.760742
	Iteration 42Q: 3 clusters Score -1.561259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15612588.000000 Penalty: 5802.760742
	Iteration 43Q: 3 clusters Score -1.561259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -15612584.000000 Penalty: 5802.760742
	Iteration 44Q: 3 clusters Score -1.561258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119474 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -15612599.000000 Penalty: 5802.760742
	Iteration 45Q: 3 clusters Score -1.56126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119473 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -15612596.000000 Penalty: 5802.760742
	Iteration 46Q: 3 clusters Score -1.56126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119470 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -15612606.000000 Penalty: 5802.760742
	Iteration 47Q: 3 clusters Score -1.561261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15612610.000000 Penalty: 5802.760742
	Iteration 48Q: 3 clusters Score -1.561261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119465 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15612604.000000 Penalty: 5802.760742
	Iteration 49Q: 3 clusters Score -1.56126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119465 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15612613.000000 Penalty: 5802.760742
	Iteration 50Q: 3 clusters Score -1.561261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119463 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -15612607.000000 Penalty: 5802.760742
	Iteration 51Q: 3 clusters Score -1.561261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119464 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -15612603.000000 Penalty: 5802.760742
	Iteration 52Q: 3 clusters Score -1.56126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119463 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -15612601.000000 Penalty: 5802.760742
	Iteration 53Q: 3 clusters Score -1.56126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119463 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -15612611.000000 Penalty: 5802.760742
	Iteration 54Q: 3 clusters Score -1.561261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15612608.000000 Penalty: 5802.760742
	Iteration 55Q: 3 clusters Score -1.561261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15612607.000000 Penalty: 5802.760742
	Iteration 56Q: 3 clusters Score -1.561261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119467 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -15612609.000000 Penalty: 5802.760742
	Iteration 57Q: 3 clusters Score -1.561261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119469 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -15612598.000000 Penalty: 5802.760742
	Iteration 58Q: 3 clusters Score -1.56126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119468 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -15612595.000000 Penalty: 5802.760742
	Iteration 59Q: 3 clusters Score -1.56126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119468 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -15612595.000000 Penalty: 5802.760742
	Iteration 60F: 3 clusters Score -1.56126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (101429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101429 members 
Entering Unmasked Estep 
Score: -12899436.000000 Penalty: 2858.724365
	Iteration 0F: 2 clusters Score -1.289944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -12831712.000000 Penalty: 5717.448730
	Iteration 0F: 3 clusters Score -1.283171e+07 nChanged 48083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -12858922.000000 Penalty: 5717.448730
	Iteration 1F: 3 clusters Score -1.285892e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -12859610.000000 Penalty: 5717.448730
	Iteration 2Q: 3 clusters Score -1.285961e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -12860359.000000 Penalty: 5717.448730
	Iteration 3Q: 3 clusters Score -1.286036e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -12861210.000000 Penalty: 5717.448730
	Iteration 4Q: 3 clusters Score -1.286121e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -12862131.000000 Penalty: 5717.448730
	Iteration 5Q: 3 clusters Score -1.286213e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -12863485.000000 Penalty: 5717.448730
	Iteration 6Q: 3 clusters Score -1.286348e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -12865522.000000 Penalty: 5717.448730
	Iteration 7Q: 3 clusters Score -1.286552e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -12868591.000000 Penalty: 5717.448730
	Iteration 8F: 3 clusters Score -1.286859e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -12872874.000000 Penalty: 5717.448730
	Iteration 9F: 3 clusters Score -1.287287e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -12877988.000000 Penalty: 5717.448730
	Iteration 10F: 3 clusters Score -1.287799e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -12882738.000000 Penalty: 5717.448730
	Iteration 11F: 3 clusters Score -1.288274e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81869 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -12886372.000000 Penalty: 5717.448730
	Iteration 12Q: 3 clusters Score -1.288637e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -12888620.000000 Penalty: 5717.448730
	Iteration 13Q: 3 clusters Score -1.288862e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -12890171.000000 Penalty: 5717.448730
	Iteration 14Q: 3 clusters Score -1.289017e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -12891207.000000 Penalty: 5717.448730
	Iteration 15Q: 3 clusters Score -1.289121e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91135 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -12892125.000000 Penalty: 5717.448730
	Iteration 16Q: 3 clusters Score -1.289212e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92791 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -12893040.000000 Penalty: 5717.448730
	Iteration 17Q: 3 clusters Score -1.289304e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94327 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -12893860.000000 Penalty: 5717.448730
	Iteration 18Q: 3 clusters Score -1.289386e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95601 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -12894594.000000 Penalty: 5717.448730
	Iteration 19Q: 3 clusters Score -1.289459e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -12895085.000000 Penalty: 5717.448730
	Iteration 20F: 3 clusters Score -1.289508e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97597 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -12895508.000000 Penalty: 5717.448730
	Iteration 21Q: 3 clusters Score -1.289551e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98303 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -12895872.000000 Penalty: 5717.448730
	Iteration 22Q: 3 clusters Score -1.289587e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -12896143.000000 Penalty: 5717.448730
	Iteration 23Q: 3 clusters Score -1.289614e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99258 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -12896332.000000 Penalty: 5717.448730
	Iteration 24Q: 3 clusters Score -1.289633e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -12896525.000000 Penalty: 5717.448730
	Iteration 25Q: 3 clusters Score -1.289652e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99793 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12896618.000000 Penalty: 5717.448730
	Iteration 26Q: 3 clusters Score -1.289662e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99951 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -12896707.000000 Penalty: 5717.448730
	Iteration 27Q: 3 clusters Score -1.289671e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100063 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -12896745.000000 Penalty: 5717.448730
	Iteration 28Q: 3 clusters Score -1.289674e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -12896797.000000 Penalty: 5717.448730
	Iteration 29Q: 3 clusters Score -1.28968e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -12896827.000000 Penalty: 5717.448730
	Iteration 30Q: 3 clusters Score -1.289683e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100252 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -12896886.000000 Penalty: 5717.448730
	Iteration 31Q: 3 clusters Score -1.289689e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100298 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12896902.000000 Penalty: 5717.448730
	Iteration 32Q: 3 clusters Score -1.28969e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12896920.000000 Penalty: 5717.448730
	Iteration 33Q: 3 clusters Score -1.289692e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100371 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -12896938.000000 Penalty: 5717.448730
	Iteration 34Q: 3 clusters Score -1.289694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -12896956.000000 Penalty: 5717.448730
	Iteration 35Q: 3 clusters Score -1.289696e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100432 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12896970.000000 Penalty: 5717.448730
	Iteration 36Q: 3 clusters Score -1.289697e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100451 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12896986.000000 Penalty: 5717.448730
	Iteration 37Q: 3 clusters Score -1.289699e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -12897013.000000 Penalty: 5717.448730
	Iteration 38Q: 3 clusters Score -1.289701e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12897018.000000 Penalty: 5717.448730
	Iteration 39Q: 3 clusters Score -1.289702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100490 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -12897032.000000 Penalty: 5717.448730
	Iteration 40F: 3 clusters Score -1.289703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12897047.000000 Penalty: 5717.448730
	Iteration 41Q: 3 clusters Score -1.289705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100525 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -12897047.000000 Penalty: 5717.448730
	Iteration 42Q: 3 clusters Score -1.289705e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12897057.000000 Penalty: 5717.448730
	Iteration 43Q: 3 clusters Score -1.289706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12897054.000000 Penalty: 5717.448730
	Iteration 44Q: 3 clusters Score -1.289705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100556 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12897061.000000 Penalty: 5717.448730
	Iteration 45Q: 3 clusters Score -1.289706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100562 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -12897065.000000 Penalty: 5717.448730
	Iteration 46Q: 3 clusters Score -1.289706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12897075.000000 Penalty: 5717.448730
	Iteration 47Q: 3 clusters Score -1.289708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100581 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12897077.000000 Penalty: 5717.448730
	Iteration 48Q: 3 clusters Score -1.289708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100585 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -12897068.000000 Penalty: 5717.448730
	Iteration 49Q: 3 clusters Score -1.289707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12897082.000000 Penalty: 5717.448730
	Iteration 50Q: 3 clusters Score -1.289708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12897085.000000 Penalty: 5717.448730
	Iteration 51Q: 3 clusters Score -1.289708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12897086.000000 Penalty: 5717.448730
	Iteration 52Q: 3 clusters Score -1.289709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12897086.000000 Penalty: 5717.448730
	Iteration 53F: 3 clusters Score -1.289709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Entering Unmasked Estep 
Score: -1883732.250000 Penalty: 2398.264160
	Iteration 0F: 2 clusters Score -1883732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1872367.125000 Penalty: 4796.528320
	Iteration 0F: 3 clusters Score -1872367 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1876189.250000 Penalty: 4796.528320
	Iteration 1F: 3 clusters Score -1876189 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1876868.250000 Penalty: 4796.528320
	Iteration 2F: 3 clusters Score -1876868 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1877573.375000 Penalty: 4796.528320
	Iteration 3F: 3 clusters Score -1877573 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1878281.000000 Penalty: 4796.528320
	Iteration 4F: 3 clusters Score -1878281 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1878964.000000 Penalty: 4796.528320
	Iteration 5F: 3 clusters Score -1878964 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1879595.000000 Penalty: 4796.528320
	Iteration 6F: 3 clusters Score -1879595 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1880172.500000 Penalty: 4796.528320
	Iteration 7F: 3 clusters Score -1880172 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1880626.500000 Penalty: 4796.528320
	Iteration 8Q: 3 clusters Score -1880626 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1881018.500000 Penalty: 4796.528320
	Iteration 9Q: 3 clusters Score -1881018 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1881384.625000 Penalty: 4796.528320
	Iteration 10Q: 3 clusters Score -1881385 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1881710.500000 Penalty: 4796.528320
	Iteration 11Q: 3 clusters Score -1881710 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1881957.000000 Penalty: 4796.528320
	Iteration 12Q: 3 clusters Score -1881957 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1882143.375000 Penalty: 4796.528320
	Iteration 13Q: 3 clusters Score -1882143 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1882271.500000 Penalty: 4796.528320
	Iteration 14Q: 3 clusters Score -1882272 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1882370.625000 Penalty: 4796.528320
	Iteration 15Q: 3 clusters Score -1882371 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1882447.000000 Penalty: 4796.528320
	Iteration 16Q: 3 clusters Score -1882447 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1882508.500000 Penalty: 4796.528320
	Iteration 17Q: 3 clusters Score -1882508 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1882550.125000 Penalty: 4796.528320
	Iteration 18Q: 3 clusters Score -1882550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1882579.375000 Penalty: 4796.528320
	Iteration 19Q: 3 clusters Score -1882579 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1882599.250000 Penalty: 4796.528320
	Iteration 20F: 3 clusters Score -1882599 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1882626.625000 Penalty: 4796.528320
	Iteration 21Q: 3 clusters Score -1882627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1882645.500000 Penalty: 4796.528320
	Iteration 22Q: 3 clusters Score -1882646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1882658.000000 Penalty: 4796.528320
	Iteration 23Q: 3 clusters Score -1882658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1882667.000000 Penalty: 4796.528320
	Iteration 24Q: 3 clusters Score -1882667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1882671.250000 Penalty: 4796.528320
	Iteration 25Q: 3 clusters Score -1882671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1882679.125000 Penalty: 4796.528320
	Iteration 26Q: 3 clusters Score -1882679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1882688.000000 Penalty: 4796.528320
	Iteration 27Q: 3 clusters Score -1882688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1882692.375000 Penalty: 4796.528320
	Iteration 28Q: 3 clusters Score -1882692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1882694.750000 Penalty: 4796.528320
	Iteration 29Q: 3 clusters Score -1882695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1882700.875000 Penalty: 4796.528320
	Iteration 30Q: 3 clusters Score -1882701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1882709.500000 Penalty: 4796.528320
	Iteration 31Q: 3 clusters Score -1882710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1882717.125000 Penalty: 4796.528320
	Iteration 32Q: 3 clusters Score -1882717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1882716.125000 Penalty: 4796.528320
	Iteration 33Q: 3 clusters Score -1882716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1882716.375000 Penalty: 4796.528320
	Iteration 34Q: 3 clusters Score -1882716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1882720.375000 Penalty: 4796.528320
	Iteration 35Q: 3 clusters Score -1882720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1882722.625000 Penalty: 4796.528320
	Iteration 36Q: 3 clusters Score -1882723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1882723.500000 Penalty: 4796.528320
	Iteration 37Q: 3 clusters Score -1882724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1882729.625000 Penalty: 4796.528320
	Iteration 38Q: 3 clusters Score -1882730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1882727.750000 Penalty: 4796.528320
	Iteration 39Q: 3 clusters Score -1882728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1882729.250000 Penalty: 4796.528320
	Iteration 40F: 3 clusters Score -1882729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1882730.125000 Penalty: 4796.528320
	Iteration 41Q: 3 clusters Score -1882730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1882728.250000 Penalty: 4796.528320
	Iteration 42Q: 3 clusters Score -1882728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1882731.750000 Penalty: 4796.528320
	Iteration 43Q: 3 clusters Score -1882732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1882729.625000 Penalty: 4796.528320
	Iteration 44Q: 3 clusters Score -1882730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1882729.625000 Penalty: 4796.528320
	Iteration 45F: 3 clusters Score -1882730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -45133.484375 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -45133.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43826.246094 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -43826.25 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44018.410156 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -44018.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44071.046875 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -44071.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -44096.457031 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -44096.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44116.046875 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -44116.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -44135.003906 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -44135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -44176.875000 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -44176.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -44196.144531 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -44196.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -44208.175781 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -44208.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44211.800781 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -44211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44214.238281 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -44214.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44214.238281 Penalty: 2995.966309
	Iteration 11F: 3 clusters Score -44214.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -546834.125000 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -546834.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -542533.312500 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -542533.3 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -543530.312500 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -543530.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -543746.687500 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -543746.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -543887.125000 Penalty: 4182.846680
	Iteration 3F: 3 clusters Score -543887.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -544003.562500 Penalty: 4182.846680
	Iteration 4Q: 3 clusters Score -544003.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -544085.312500 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -544085.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -544156.125000 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -544156.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -544219.187500 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -544219.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -544282.125000 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -544282.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -544337.625000 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -544337.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -544388.000000 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -544388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -544424.687500 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -544424.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -544446.875000 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -544446.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -544470.500000 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -544470.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -544491.437500 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -544491.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -544517.875000 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -544517.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -544547.312500 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -544547.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -544575.125000 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -544575.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -544606.875000 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -544606.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -544638.875000 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -544638.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -544669.125000 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -544669.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -544699.125000 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -544699.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -544728.937500 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -544728.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -544759.875000 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -544759.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -544791.312500 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -544791.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -544819.500000 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -544819.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -544839.687500 Penalty: 4182.846680
	Iteration 26Q: 3 clusters Score -544839.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -544860.937500 Penalty: 4182.846680
	Iteration 27Q: 3 clusters Score -544860.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -544881.187500 Penalty: 4182.846680
	Iteration 28Q: 3 clusters Score -544881.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -544906.125000 Penalty: 4182.846680
	Iteration 29Q: 3 clusters Score -544906.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -544939.625000 Penalty: 4182.846680
	Iteration 30Q: 3 clusters Score -544939.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -544976.375000 Penalty: 4182.846680
	Iteration 31Q: 3 clusters Score -544976.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -545004.062500 Penalty: 4182.846680
	Iteration 32Q: 3 clusters Score -545004.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -545034.187500 Penalty: 4182.846680
	Iteration 33Q: 3 clusters Score -545034.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -545064.437500 Penalty: 4182.846680
	Iteration 34Q: 3 clusters Score -545064.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -545083.562500 Penalty: 4182.846680
	Iteration 35Q: 3 clusters Score -545083.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -545103.750000 Penalty: 4182.846680
	Iteration 36Q: 3 clusters Score -545103.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -545115.812500 Penalty: 4182.846680
	Iteration 37Q: 3 clusters Score -545115.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -545124.750000 Penalty: 4182.846680
	Iteration 38Q: 3 clusters Score -545124.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -545132.437500 Penalty: 4182.846680
	Iteration 39Q: 3 clusters Score -545132.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -545137.062500 Penalty: 4182.846680
	Iteration 40F: 3 clusters Score -545137.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -545138.875000 Penalty: 4182.846680
	Iteration 41Q: 3 clusters Score -545138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -545140.562500 Penalty: 4182.846680
	Iteration 42Q: 3 clusters Score -545140.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -545143.250000 Penalty: 4182.846680
	Iteration 43Q: 3 clusters Score -545143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -545145.062500 Penalty: 4182.846680
	Iteration 44Q: 3 clusters Score -545145.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -545148.750000 Penalty: 4182.846680
	Iteration 45Q: 3 clusters Score -545148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -545151.000000 Penalty: 4182.846680
	Iteration 46Q: 3 clusters Score -545151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -545152.250000 Penalty: 4182.846680
	Iteration 47Q: 3 clusters Score -545152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -545152.312500 Penalty: 4182.846680
	Iteration 48Q: 3 clusters Score -545152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -545152.875000 Penalty: 4182.846680
	Iteration 49Q: 3 clusters Score -545152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -545153.625000 Penalty: 4182.846680
	Iteration 50Q: 3 clusters Score -545153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -545154.750000 Penalty: 4182.846680
	Iteration 51Q: 3 clusters Score -545154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -545154.625000 Penalty: 4182.846680
	Iteration 52Q: 3 clusters Score -545154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -545154.812500 Penalty: 4182.846680
	Iteration 53Q: 3 clusters Score -545154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -545154.750000 Penalty: 4182.846680
	Iteration 54Q: 3 clusters Score -545154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -545154.750000 Penalty: 4182.846680
	Iteration 55Q: 3 clusters Score -545154.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -545157.000000 Penalty: 4182.846680
	Iteration 56Q: 3 clusters Score -545157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -545158.062500 Penalty: 4182.846680
	Iteration 57Q: 3 clusters Score -545158.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -545159.687500 Penalty: 4182.846680
	Iteration 58Q: 3 clusters Score -545159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -545160.750000 Penalty: 4182.846680
	Iteration 59Q: 3 clusters Score -545160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -545160.312500 Penalty: 4182.846680
	Iteration 60F: 3 clusters Score -545160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -545160.437500 Penalty: 4182.846680
	Iteration 61Q: 3 clusters Score -545160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -545160.437500 Penalty: 4182.846680
	Iteration 62F: 3 clusters Score -545160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Entering Unmasked Estep 
Score: -1054544.625000 Penalty: 2261.781738
	Iteration 0F: 2 clusters Score -1054545 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 4596 members 
Entering Unmasked Estep 
Score: -1047491.562500 Penalty: 4523.563477
	Iteration 0F: 3 clusters Score -1047492 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1049878.875000 Penalty: 4523.563477
	Iteration 1F: 3 clusters Score -1049879 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1050657.625000 Penalty: 4523.563477
	Iteration 2F: 3 clusters Score -1050658 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1051332.750000 Penalty: 4523.563477
	Iteration 3F: 3 clusters Score -1051333 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1051900.250000 Penalty: 4523.563477
	Iteration 4F: 3 clusters Score -1051900 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1052325.000000 Penalty: 4523.563477
	Iteration 5F: 3 clusters Score -1052325 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1052620.875000 Penalty: 4523.563477
	Iteration 6Q: 3 clusters Score -1052621 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1052831.875000 Penalty: 4523.563477
	Iteration 7Q: 3 clusters Score -1052832 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1053014.875000 Penalty: 4523.563477
	Iteration 8Q: 3 clusters Score -1053015 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1053162.250000 Penalty: 4523.563477
	Iteration 9Q: 3 clusters Score -1053162 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1053289.500000 Penalty: 4523.563477
	Iteration 10Q: 3 clusters Score -1053290 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1053374.375000 Penalty: 4523.563477
	Iteration 11Q: 3 clusters Score -1053374 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1053438.375000 Penalty: 4523.563477
	Iteration 12Q: 3 clusters Score -1053438 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1053513.750000 Penalty: 4523.563477
	Iteration 13Q: 3 clusters Score -1053514 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1053572.375000 Penalty: 4523.563477
	Iteration 14Q: 3 clusters Score -1053572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1053613.125000 Penalty: 4523.563477
	Iteration 15Q: 3 clusters Score -1053613 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1053660.500000 Penalty: 4523.563477
	Iteration 16Q: 3 clusters Score -1053660 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1053695.125000 Penalty: 4523.563477
	Iteration 17Q: 3 clusters Score -1053695 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1053719.000000 Penalty: 4523.563477
	Iteration 18Q: 3 clusters Score -1053719 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1053735.750000 Penalty: 4523.563477
	Iteration 19Q: 3 clusters Score -1053736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1053745.500000 Penalty: 4523.563477
	Iteration 20F: 3 clusters Score -1053746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1053753.875000 Penalty: 4523.563477
	Iteration 21Q: 3 clusters Score -1053754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1053762.125000 Penalty: 4523.563477
	Iteration 22Q: 3 clusters Score -1053762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1053764.750000 Penalty: 4523.563477
	Iteration 23Q: 3 clusters Score -1053765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1053776.000000 Penalty: 4523.563477
	Iteration 24Q: 3 clusters Score -1053776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1053790.750000 Penalty: 4523.563477
	Iteration 25Q: 3 clusters Score -1053791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1053815.375000 Penalty: 4523.563477
	Iteration 26Q: 3 clusters Score -1053815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1053845.750000 Penalty: 4523.563477
	Iteration 27Q: 3 clusters Score -1053846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1053870.375000 Penalty: 4523.563477
	Iteration 28Q: 3 clusters Score -1053870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1053889.125000 Penalty: 4523.563477
	Iteration 29Q: 3 clusters Score -1053889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1053902.875000 Penalty: 4523.563477
	Iteration 30Q: 3 clusters Score -1053903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1053911.000000 Penalty: 4523.563477
	Iteration 31Q: 3 clusters Score -1053911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1053921.125000 Penalty: 4523.563477
	Iteration 32Q: 3 clusters Score -1053921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1053927.625000 Penalty: 4523.563477
	Iteration 33Q: 3 clusters Score -1053928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1053932.125000 Penalty: 4523.563477
	Iteration 34Q: 3 clusters Score -1053932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1053934.000000 Penalty: 4523.563477
	Iteration 35Q: 3 clusters Score -1053934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1053934.125000 Penalty: 4523.563477
	Iteration 36Q: 3 clusters Score -1053934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1053937.375000 Penalty: 4523.563477
	Iteration 37Q: 3 clusters Score -1053937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1053942.250000 Penalty: 4523.563477
	Iteration 38Q: 3 clusters Score -1053942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1053947.125000 Penalty: 4523.563477
	Iteration 39Q: 3 clusters Score -1053947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1053959.250000 Penalty: 4523.563477
	Iteration 40F: 3 clusters Score -1053959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1053964.000000 Penalty: 4523.563477
	Iteration 41Q: 3 clusters Score -1053964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1053976.375000 Penalty: 4523.563477
	Iteration 42Q: 3 clusters Score -1053976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1053986.875000 Penalty: 4523.563477
	Iteration 43Q: 3 clusters Score -1053987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1053993.750000 Penalty: 4523.563477
	Iteration 44Q: 3 clusters Score -1053994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1054003.750000 Penalty: 4523.563477
	Iteration 45Q: 3 clusters Score -1054004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1054016.625000 Penalty: 4523.563477
	Iteration 46Q: 3 clusters Score -1054017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1054038.250000 Penalty: 4523.563477
	Iteration 47Q: 3 clusters Score -1054038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1054049.250000 Penalty: 4523.563477
	Iteration 48Q: 3 clusters Score -1054049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1054062.000000 Penalty: 4523.563477
	Iteration 49Q: 3 clusters Score -1054062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1054074.875000 Penalty: 4523.563477
	Iteration 50Q: 3 clusters Score -1054075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1054089.000000 Penalty: 4523.563477
	Iteration 51Q: 3 clusters Score -1054089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1054099.375000 Penalty: 4523.563477
	Iteration 52Q: 3 clusters Score -1054099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1054106.375000 Penalty: 4523.563477
	Iteration 53Q: 3 clusters Score -1054106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1054112.375000 Penalty: 4523.563477
	Iteration 54Q: 3 clusters Score -1054112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1054121.750000 Penalty: 4523.563477
	Iteration 55Q: 3 clusters Score -1054122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1054131.875000 Penalty: 4523.563477
	Iteration 56Q: 3 clusters Score -1054132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1054136.750000 Penalty: 4523.563477
	Iteration 57Q: 3 clusters Score -1054137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1054137.375000 Penalty: 4523.563477
	Iteration 58Q: 3 clusters Score -1054137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1054141.000000 Penalty: 4523.563477
	Iteration 59Q: 3 clusters Score -1054141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1054141.625000 Penalty: 4523.563477
	Iteration 60F: 3 clusters Score -1054142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1054156.875000 Penalty: 4523.563477
	Iteration 61Q: 3 clusters Score -1054157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1054164.875000 Penalty: 4523.563477
	Iteration 62Q: 3 clusters Score -1054165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1054172.625000 Penalty: 4523.563477
	Iteration 63Q: 3 clusters Score -1054173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1054181.000000 Penalty: 4523.563477
	Iteration 64Q: 3 clusters Score -1054181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1054188.000000 Penalty: 4523.563477
	Iteration 65Q: 3 clusters Score -1054188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1054190.375000 Penalty: 4523.563477
	Iteration 66Q: 3 clusters Score -1054190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1054192.375000 Penalty: 4523.563477
	Iteration 67Q: 3 clusters Score -1054192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1054194.125000 Penalty: 4523.563477
	Iteration 68Q: 3 clusters Score -1054194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1054193.250000 Penalty: 4523.563477
	Iteration 69Q: 3 clusters Score -1054193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1054193.250000 Penalty: 4523.563477
	Iteration 70F: 3 clusters Score -1054193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Entering Unmasked Estep 
Score: -3947609.000000 Penalty: 2567.907959
	Iteration 0F: 2 clusters Score -3947609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3926213.000000 Penalty: 5135.815918
	Iteration 0F: 3 clusters Score -3926213 nChanged 14184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3934329.000000 Penalty: 5135.815918
	Iteration 1F: 3 clusters Score -3934329 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3935412.000000 Penalty: 5135.815918
	Iteration 2F: 3 clusters Score -3935412 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3936579.250000 Penalty: 5135.815918
	Iteration 3F: 3 clusters Score -3936579 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3937887.500000 Penalty: 5135.815918
	Iteration 4F: 3 clusters Score -3937888 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3939111.500000 Penalty: 5135.815918
	Iteration 5F: 3 clusters Score -3939112 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3940172.750000 Penalty: 5135.815918
	Iteration 6F: 3 clusters Score -3940173 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3941031.250000 Penalty: 5135.815918
	Iteration 7F: 3 clusters Score -3941031 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3941735.000000 Penalty: 5135.815918
	Iteration 8Q: 3 clusters Score -3941735 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3942325.500000 Penalty: 5135.815918
	Iteration 9Q: 3 clusters Score -3942326 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3942921.000000 Penalty: 5135.815918
	Iteration 10Q: 3 clusters Score -3942921 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3943582.000000 Penalty: 5135.815918
	Iteration 11Q: 3 clusters Score -3943582 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3944068.250000 Penalty: 5135.815918
	Iteration 12Q: 3 clusters Score -3944068 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -3944417.500000 Penalty: 5135.815918
	Iteration 13Q: 3 clusters Score -3944418 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3944637.500000 Penalty: 5135.815918
	Iteration 14Q: 3 clusters Score -3944638 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3944760.000000 Penalty: 5135.815918
	Iteration 15Q: 3 clusters Score -3944760 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3944850.000000 Penalty: 5135.815918
	Iteration 16Q: 3 clusters Score -3944850 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -3944935.750000 Penalty: 5135.815918
	Iteration 17Q: 3 clusters Score -3944936 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3945022.750000 Penalty: 5135.815918
	Iteration 18Q: 3 clusters Score -3945023 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3945097.250000 Penalty: 5135.815918
	Iteration 19Q: 3 clusters Score -3945097 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3945149.000000 Penalty: 5135.815918
	Iteration 20F: 3 clusters Score -3945149 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3945202.750000 Penalty: 5135.815918
	Iteration 21Q: 3 clusters Score -3945203 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3945238.250000 Penalty: 5135.815918
	Iteration 22Q: 3 clusters Score -3945238 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3945270.500000 Penalty: 5135.815918
	Iteration 23Q: 3 clusters Score -3945270 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3945304.750000 Penalty: 5135.815918
	Iteration 24Q: 3 clusters Score -3945305 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3945346.500000 Penalty: 5135.815918
	Iteration 25Q: 3 clusters Score -3945346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3945372.000000 Penalty: 5135.815918
	Iteration 26Q: 3 clusters Score -3945372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3945385.000000 Penalty: 5135.815918
	Iteration 27Q: 3 clusters Score -3945385 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3945400.750000 Penalty: 5135.815918
	Iteration 28Q: 3 clusters Score -3945401 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3945419.500000 Penalty: 5135.815918
	Iteration 29Q: 3 clusters Score -3945420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3945445.000000 Penalty: 5135.815918
	Iteration 30Q: 3 clusters Score -3945445 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3945466.000000 Penalty: 5135.815918
	Iteration 31Q: 3 clusters Score -3945466 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3945480.000000 Penalty: 5135.815918
	Iteration 32Q: 3 clusters Score -3945480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3945513.250000 Penalty: 5135.815918
	Iteration 33Q: 3 clusters Score -3945513 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3945522.250000 Penalty: 5135.815918
	Iteration 34Q: 3 clusters Score -3945522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3945547.500000 Penalty: 5135.815918
	Iteration 35Q: 3 clusters Score -3945548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3945570.500000 Penalty: 5135.815918
	Iteration 36Q: 3 clusters Score -3945570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3945583.250000 Penalty: 5135.815918
	Iteration 37Q: 3 clusters Score -3945583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3945585.750000 Penalty: 5135.815918
	Iteration 38Q: 3 clusters Score -3945586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3945603.250000 Penalty: 5135.815918
	Iteration 39Q: 3 clusters Score -3945603 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3945622.250000 Penalty: 5135.815918
	Iteration 40F: 3 clusters Score -3945622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3945636.500000 Penalty: 5135.815918
	Iteration 41Q: 3 clusters Score -3945636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3945652.750000 Penalty: 5135.815918
	Iteration 42Q: 3 clusters Score -3945653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3945654.000000 Penalty: 5135.815918
	Iteration 43Q: 3 clusters Score -3945654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3945660.250000 Penalty: 5135.815918
	Iteration 44Q: 3 clusters Score -3945660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3945657.250000 Penalty: 5135.815918
	Iteration 45Q: 3 clusters Score -3945657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3945669.500000 Penalty: 5135.815918
	Iteration 46Q: 3 clusters Score -3945670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3945672.500000 Penalty: 5135.815918
	Iteration 47Q: 3 clusters Score -3945672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3945686.750000 Penalty: 5135.815918
	Iteration 48Q: 3 clusters Score -3945687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3945695.250000 Penalty: 5135.815918
	Iteration 49Q: 3 clusters Score -3945695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3945709.000000 Penalty: 5135.815918
	Iteration 50Q: 3 clusters Score -3945709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3945719.500000 Penalty: 5135.815918
	Iteration 51Q: 3 clusters Score -3945720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3945731.500000 Penalty: 5135.815918
	Iteration 52Q: 3 clusters Score -3945732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3945733.500000 Penalty: 5135.815918
	Iteration 53Q: 3 clusters Score -3945734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3945740.250000 Penalty: 5135.815918
	Iteration 54Q: 3 clusters Score -3945740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3945739.250000 Penalty: 5135.815918
	Iteration 55Q: 3 clusters Score -3945739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3945745.250000 Penalty: 5135.815918
	Iteration 56Q: 3 clusters Score -3945745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3945753.750000 Penalty: 5135.815918
	Iteration 57Q: 3 clusters Score -3945754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3945756.000000 Penalty: 5135.815918
	Iteration 58Q: 3 clusters Score -3945756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3945770.000000 Penalty: 5135.815918
	Iteration 59Q: 3 clusters Score -3945770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3945786.500000 Penalty: 5135.815918
	Iteration 60F: 3 clusters Score -3945786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3945784.250000 Penalty: 5135.815918
	Iteration 61Q: 3 clusters Score -3945784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3945799.000000 Penalty: 5135.815918
	Iteration 62Q: 3 clusters Score -3945799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3945801.500000 Penalty: 5135.815918
	Iteration 63Q: 3 clusters Score -3945802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3945809.000000 Penalty: 5135.815918
	Iteration 64Q: 3 clusters Score -3945809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3945811.500000 Penalty: 5135.815918
	Iteration 65Q: 3 clusters Score -3945812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3945809.750000 Penalty: 5135.815918
	Iteration 66Q: 3 clusters Score -3945810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3945809.250000 Penalty: 5135.815918
	Iteration 67Q: 3 clusters Score -3945809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3945812.250000 Penalty: 5135.815918
	Iteration 68Q: 3 clusters Score -3945812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3945808.500000 Penalty: 5135.815918
	Iteration 69Q: 3 clusters Score -3945808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3945809.750000 Penalty: 5135.815918
	Iteration 70Q: 3 clusters Score -3945810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3945806.750000 Penalty: 5135.815918
	Iteration 71Q: 3 clusters Score -3945807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3945807.250000 Penalty: 5135.815918
	Iteration 72Q: 3 clusters Score -3945807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3945803.750000 Penalty: 5135.815918
	Iteration 73Q: 3 clusters Score -3945804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3945808.000000 Penalty: 5135.815918
	Iteration 74Q: 3 clusters Score -3945808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3945807.250000 Penalty: 5135.815918
	Iteration 75Q: 3 clusters Score -3945807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3945805.000000 Penalty: 5135.815918
	Iteration 76Q: 3 clusters Score -3945805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3945805.000000 Penalty: 5135.815918
	Iteration 77Q: 3 clusters Score -3945805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3945802.250000 Penalty: 5135.815918
	Iteration 78Q: 3 clusters Score -3945802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3945800.500000 Penalty: 5135.815918
	Iteration 79Q: 3 clusters Score -3945800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3945802.500000 Penalty: 5135.815918
	Iteration 80F: 3 clusters Score -3945802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Entering Unmasked Estep 
Score: -985977.625000 Penalty: 2236.636475
	Iteration 0F: 2 clusters Score -985977.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -979325.750000 Penalty: 4473.272949
	Iteration 0F: 3 clusters Score -979325.8 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -981280.437500 Penalty: 4473.272949
	Iteration 1F: 3 clusters Score -981280.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -981715.500000 Penalty: 4473.272949
	Iteration 2F: 3 clusters Score -981715.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -982246.312500 Penalty: 4473.272949
	Iteration 3F: 3 clusters Score -982246.3 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -982951.625000 Penalty: 4473.272949
	Iteration 4F: 3 clusters Score -982951.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -983834.250000 Penalty: 4473.272949
	Iteration 5F: 3 clusters Score -983834.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -984464.812500 Penalty: 4473.272949
	Iteration 6F: 3 clusters Score -984464.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -984800.625000 Penalty: 4473.272949
	Iteration 7F: 3 clusters Score -984800.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -984981.812500 Penalty: 4473.272949
	Iteration 8Q: 3 clusters Score -984981.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -985086.000000 Penalty: 4473.272949
	Iteration 9Q: 3 clusters Score -985086 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -985152.125000 Penalty: 4473.272949
	Iteration 10Q: 3 clusters Score -985152.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -985203.500000 Penalty: 4473.272949
	Iteration 11Q: 3 clusters Score -985203.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -985230.250000 Penalty: 4473.272949
	Iteration 12Q: 3 clusters Score -985230.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -985249.500000 Penalty: 4473.272949
	Iteration 13Q: 3 clusters Score -985249.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -985258.312500 Penalty: 4473.272949
	Iteration 14Q: 3 clusters Score -985258.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -985267.250000 Penalty: 4473.272949
	Iteration 15Q: 3 clusters Score -985267.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -985278.312500 Penalty: 4473.272949
	Iteration 16Q: 3 clusters Score -985278.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -985289.250000 Penalty: 4473.272949
	Iteration 17Q: 3 clusters Score -985289.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -985293.062500 Penalty: 4473.272949
	Iteration 18Q: 3 clusters Score -985293.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -985296.125000 Penalty: 4473.272949
	Iteration 19Q: 3 clusters Score -985296.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -985300.625000 Penalty: 4473.272949
	Iteration 20F: 3 clusters Score -985300.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -985302.687500 Penalty: 4473.272949
	Iteration 21Q: 3 clusters Score -985302.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -985308.625000 Penalty: 4473.272949
	Iteration 22Q: 3 clusters Score -985308.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -985310.125000 Penalty: 4473.272949
	Iteration 23Q: 3 clusters Score -985310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -985309.312500 Penalty: 4473.272949
	Iteration 24Q: 3 clusters Score -985309.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -985309.312500 Penalty: 4473.272949
	Iteration 25F: 3 clusters Score -985309.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Entering Unmasked Estep 
Score: -7822617.000000 Penalty: 2728.169189
	Iteration 0F: 2 clusters Score -7822617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -7782165.500000 Penalty: 5456.338379
	Iteration 0F: 3 clusters Score -7782166 nChanged 28029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -7798062.500000 Penalty: 5456.338379
	Iteration 1F: 3 clusters Score -7798062 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -7798938.000000 Penalty: 5456.338379
	Iteration 2Q: 3 clusters Score -7798938 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -7800229.500000 Penalty: 5456.338379
	Iteration 3Q: 3 clusters Score -7800230 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -7802335.500000 Penalty: 5456.338379
	Iteration 4F: 3 clusters Score -7802336 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -7805612.000000 Penalty: 5456.338379
	Iteration 5F: 3 clusters Score -7805612 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -7810319.500000 Penalty: 5456.338379
	Iteration 6F: 3 clusters Score -7810320 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -7815012.500000 Penalty: 5456.338379
	Iteration 7F: 3 clusters Score -7815012 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7818142.500000 Penalty: 5456.338379
	Iteration 8F: 3 clusters Score -7818142 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7819447.500000 Penalty: 5456.338379
	Iteration 9Q: 3 clusters Score -7819448 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7819853.500000 Penalty: 5456.338379
	Iteration 10Q: 3 clusters Score -7819854 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7820029.500000 Penalty: 5456.338379
	Iteration 11Q: 3 clusters Score -7820030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7820091.500000 Penalty: 5456.338379
	Iteration 12Q: 3 clusters Score -7820092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7820112.000000 Penalty: 5456.338379
	Iteration 13Q: 3 clusters Score -7820112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7820119.500000 Penalty: 5456.338379
	Iteration 14Q: 3 clusters Score -7820120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7820123.000000 Penalty: 5456.338379
	Iteration 15Q: 3 clusters Score -7820123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7820129.500000 Penalty: 5456.338379
	Iteration 16Q: 3 clusters Score -7820130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7820134.000000 Penalty: 5456.338379
	Iteration 17Q: 3 clusters Score -7820134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7820153.000000 Penalty: 5456.338379
	Iteration 18Q: 3 clusters Score -7820153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7820147.000000 Penalty: 5456.338379
	Iteration 19Q: 3 clusters Score -7820147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7820149.000000 Penalty: 5456.338379
	Iteration 20F: 3 clusters Score -7820149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Entering Unmasked Estep 
Score: -6817233.500000 Penalty: 2694.496338
	Iteration 0F: 2 clusters Score -6817234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -6782085.000000 Penalty: 5388.992676
	Iteration 0F: 3 clusters Score -6782085 nChanged 24134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -6795503.000000 Penalty: 5388.992676
	Iteration 1F: 3 clusters Score -6795503 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -6796134.500000 Penalty: 5388.992676
	Iteration 2Q: 3 clusters Score -6796134 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -6796764.000000 Penalty: 5388.992676
	Iteration 3Q: 3 clusters Score -6796764 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -6797661.500000 Penalty: 5388.992676
	Iteration 4Q: 3 clusters Score -6797662 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -6798970.000000 Penalty: 5388.992676
	Iteration 5F: 3 clusters Score -6798970 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -6801106.500000 Penalty: 5388.992676
	Iteration 6F: 3 clusters Score -6801106 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -6803871.000000 Penalty: 5388.992676
	Iteration 7F: 3 clusters Score -6803871 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -6806912.000000 Penalty: 5388.992676
	Iteration 8F: 3 clusters Score -6806912 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -6809544.000000 Penalty: 5388.992676
	Iteration 9F: 3 clusters Score -6809544 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -6811320.500000 Penalty: 5388.992676
	Iteration 10Q: 3 clusters Score -6811320 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -6812507.000000 Penalty: 5388.992676
	Iteration 11Q: 3 clusters Score -6812507 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -6813266.000000 Penalty: 5388.992676
	Iteration 12Q: 3 clusters Score -6813266 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -6813831.500000 Penalty: 5388.992676
	Iteration 13Q: 3 clusters Score -6813832 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -6814236.500000 Penalty: 5388.992676
	Iteration 14Q: 3 clusters Score -6814236 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -6814478.000000 Penalty: 5388.992676
	Iteration 15Q: 3 clusters Score -6814478 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -6814639.000000 Penalty: 5388.992676
	Iteration 16Q: 3 clusters Score -6814639 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -6814754.500000 Penalty: 5388.992676
	Iteration 17Q: 3 clusters Score -6814754 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -6814817.500000 Penalty: 5388.992676
	Iteration 18Q: 3 clusters Score -6814818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -6814862.000000 Penalty: 5388.992676
	Iteration 19Q: 3 clusters Score -6814862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -6814872.000000 Penalty: 5388.992676
	Iteration 20F: 3 clusters Score -6814872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -6814895.000000 Penalty: 5388.992676
	Iteration 21Q: 3 clusters Score -6814895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -6814913.000000 Penalty: 5388.992676
	Iteration 22Q: 3 clusters Score -6814913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -6814925.000000 Penalty: 5388.992676
	Iteration 23Q: 3 clusters Score -6814925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -6814925.000000 Penalty: 5388.992676
	Iteration 24Q: 3 clusters Score -6814925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -6814939.000000 Penalty: 5388.992676
	Iteration 25Q: 3 clusters Score -6814939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -6814942.000000 Penalty: 5388.992676
	Iteration 26Q: 3 clusters Score -6814942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -6814944.000000 Penalty: 5388.992676
	Iteration 27Q: 3 clusters Score -6814944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -6814943.500000 Penalty: 5388.992676
	Iteration 28Q: 3 clusters Score -6814944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -6814938.000000 Penalty: 5388.992676
	Iteration 29Q: 3 clusters Score -6814938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -6814941.000000 Penalty: 5388.992676
	Iteration 30Q: 3 clusters Score -6814941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -6814945.500000 Penalty: 5388.992676
	Iteration 31Q: 3 clusters Score -6814946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -6814942.500000 Penalty: 5388.992676
	Iteration 32Q: 3 clusters Score -6814942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -6814946.500000 Penalty: 5388.992676
	Iteration 33Q: 3 clusters Score -6814946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -6814950.500000 Penalty: 5388.992676
	Iteration 34Q: 3 clusters Score -6814950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -6814950.500000 Penalty: 5388.992676
	Iteration 35F: 3 clusters Score -6814950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Entering Unmasked Estep 
Score: -2432237.500000 Penalty: 2452.467773
	Iteration 0F: 2 clusters Score -2432238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2418402.250000 Penalty: 4904.935547
	Iteration 0F: 3 clusters Score -2418402 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2422980.000000 Penalty: 4904.935547
	Iteration 1F: 3 clusters Score -2422980 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2423346.250000 Penalty: 4904.935547
	Iteration 2F: 3 clusters Score -2423346 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2423658.250000 Penalty: 4904.935547
	Iteration 3Q: 3 clusters Score -2423658 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2423981.000000 Penalty: 4904.935547
	Iteration 4Q: 3 clusters Score -2423981 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2424346.750000 Penalty: 4904.935547
	Iteration 5Q: 3 clusters Score -2424347 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2424729.250000 Penalty: 4904.935547
	Iteration 6Q: 3 clusters Score -2424729 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2425083.500000 Penalty: 4904.935547
	Iteration 7Q: 3 clusters Score -2425084 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2425413.750000 Penalty: 4904.935547
	Iteration 8Q: 3 clusters Score -2425414 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2425754.750000 Penalty: 4904.935547
	Iteration 9Q: 3 clusters Score -2425755 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2426080.000000 Penalty: 4904.935547
	Iteration 10Q: 3 clusters Score -2426080 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2426387.250000 Penalty: 4904.935547
	Iteration 11Q: 3 clusters Score -2426387 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2426685.500000 Penalty: 4904.935547
	Iteration 12Q: 3 clusters Score -2426686 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2426946.000000 Penalty: 4904.935547
	Iteration 13Q: 3 clusters Score -2426946 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2427160.250000 Penalty: 4904.935547
	Iteration 14Q: 3 clusters Score -2427160 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2427319.500000 Penalty: 4904.935547
	Iteration 15Q: 3 clusters Score -2427320 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2427443.250000 Penalty: 4904.935547
	Iteration 16Q: 3 clusters Score -2427443 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2427535.000000 Penalty: 4904.935547
	Iteration 17Q: 3 clusters Score -2427535 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2427609.250000 Penalty: 4904.935547
	Iteration 18Q: 3 clusters Score -2427609 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2427688.500000 Penalty: 4904.935547
	Iteration 19Q: 3 clusters Score -2427688 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2427773.750000 Penalty: 4904.935547
	Iteration 20F: 3 clusters Score -2427774 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2427870.000000 Penalty: 4904.935547
	Iteration 21Q: 3 clusters Score -2427870 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2427986.250000 Penalty: 4904.935547
	Iteration 22Q: 3 clusters Score -2427986 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2428125.000000 Penalty: 4904.935547
	Iteration 23Q: 3 clusters Score -2428125 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2428290.000000 Penalty: 4904.935547
	Iteration 24Q: 3 clusters Score -2428290 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2428574.750000 Penalty: 4904.935547
	Iteration 25Q: 3 clusters Score -2428575 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2428900.000000 Penalty: 4904.935547
	Iteration 26Q: 3 clusters Score -2428900 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2429253.500000 Penalty: 4904.935547
	Iteration 27Q: 3 clusters Score -2429254 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2429569.750000 Penalty: 4904.935547
	Iteration 28Q: 3 clusters Score -2429570 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2429838.250000 Penalty: 4904.935547
	Iteration 29Q: 3 clusters Score -2429838 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2429997.750000 Penalty: 4904.935547
	Iteration 30Q: 3 clusters Score -2429998 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2430099.500000 Penalty: 4904.935547
	Iteration 31Q: 3 clusters Score -2430100 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2430185.000000 Penalty: 4904.935547
	Iteration 32Q: 3 clusters Score -2430185 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2430239.750000 Penalty: 4904.935547
	Iteration 33Q: 3 clusters Score -2430240 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2430285.250000 Penalty: 4904.935547
	Iteration 34Q: 3 clusters Score -2430285 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2430334.000000 Penalty: 4904.935547
	Iteration 35Q: 3 clusters Score -2430334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2430365.250000 Penalty: 4904.935547
	Iteration 36Q: 3 clusters Score -2430365 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2430389.000000 Penalty: 4904.935547
	Iteration 37Q: 3 clusters Score -2430389 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2430422.500000 Penalty: 4904.935547
	Iteration 38Q: 3 clusters Score -2430422 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2430431.000000 Penalty: 4904.935547
	Iteration 39Q: 3 clusters Score -2430431 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2430451.500000 Penalty: 4904.935547
	Iteration 40F: 3 clusters Score -2430452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2430475.500000 Penalty: 4904.935547
	Iteration 41Q: 3 clusters Score -2430476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2430497.000000 Penalty: 4904.935547
	Iteration 42Q: 3 clusters Score -2430497 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2430534.750000 Penalty: 4904.935547
	Iteration 43Q: 3 clusters Score -2430535 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2430601.250000 Penalty: 4904.935547
	Iteration 44Q: 3 clusters Score -2430601 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2430707.500000 Penalty: 4904.935547
	Iteration 45Q: 3 clusters Score -2430708 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2430845.500000 Penalty: 4904.935547
	Iteration 46Q: 3 clusters Score -2430846 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2431098.750000 Penalty: 4904.935547
	Iteration 47Q: 3 clusters Score -2431099 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2431393.000000 Penalty: 4904.935547
	Iteration 48Q: 3 clusters Score -2431393 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2431589.750000 Penalty: 4904.935547
	Iteration 49Q: 3 clusters Score -2431590 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2431666.500000 Penalty: 4904.935547
	Iteration 50Q: 3 clusters Score -2431666 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2431707.500000 Penalty: 4904.935547
	Iteration 51Q: 3 clusters Score -2431708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2431735.500000 Penalty: 4904.935547
	Iteration 52Q: 3 clusters Score -2431736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2431736.750000 Penalty: 4904.935547
	Iteration 53Q: 3 clusters Score -2431737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2431740.000000 Penalty: 4904.935547
	Iteration 54Q: 3 clusters Score -2431740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2431738.000000 Penalty: 4904.935547
	Iteration 55Q: 3 clusters Score -2431738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2431744.250000 Penalty: 4904.935547
	Iteration 56Q: 3 clusters Score -2431744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2431744.500000 Penalty: 4904.935547
	Iteration 57Q: 3 clusters Score -2431744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2431746.500000 Penalty: 4904.935547
	Iteration 58Q: 3 clusters Score -2431746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2431756.500000 Penalty: 4904.935547
	Iteration 59Q: 3 clusters Score -2431756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2431756.250000 Penalty: 4904.935547
	Iteration 60F: 3 clusters Score -2431756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2431754.000000 Penalty: 4904.935547
	Iteration 61Q: 3 clusters Score -2431754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2431759.500000 Penalty: 4904.935547
	Iteration 62Q: 3 clusters Score -2431760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2431761.000000 Penalty: 4904.935547
	Iteration 63Q: 3 clusters Score -2431761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2431763.250000 Penalty: 4904.935547
	Iteration 64Q: 3 clusters Score -2431763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2431760.750000 Penalty: 4904.935547
	Iteration 65Q: 3 clusters Score -2431761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2431759.500000 Penalty: 4904.935547
	Iteration 66Q: 3 clusters Score -2431760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2431761.250000 Penalty: 4904.935547
	Iteration 67Q: 3 clusters Score -2431761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2431761.750000 Penalty: 4904.935547
	Iteration 68Q: 3 clusters Score -2431762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2431761.000000 Penalty: 4904.935547
	Iteration 69Q: 3 clusters Score -2431761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2431760.250000 Penalty: 4904.935547
	Iteration 70Q: 3 clusters Score -2431760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2431761.500000 Penalty: 4904.935547
	Iteration 71Q: 3 clusters Score -2431762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2431760.000000 Penalty: 4904.935547
	Iteration 72Q: 3 clusters Score -2431760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2431758.500000 Penalty: 4904.935547
	Iteration 73Q: 3 clusters Score -2431758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2431758.500000 Penalty: 4904.935547
	Iteration 74F: 3 clusters Score -2431758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Entering Unmasked Estep 
Score: -955471.812500 Penalty: 2224.193848
	Iteration 0F: 2 clusters Score -955471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -949189.312500 Penalty: 4448.387695
	Iteration 0F: 3 clusters Score -949189.3 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -950992.312500 Penalty: 4448.387695
	Iteration 1F: 3 clusters Score -950992.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -951347.125000 Penalty: 4448.387695
	Iteration 2F: 3 clusters Score -951347.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -951569.312500 Penalty: 4448.387695
	Iteration 3F: 3 clusters Score -951569.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -951758.937500 Penalty: 4448.387695
	Iteration 4Q: 3 clusters Score -951758.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -951905.500000 Penalty: 4448.387695
	Iteration 5Q: 3 clusters Score -951905.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -952006.812500 Penalty: 4448.387695
	Iteration 6Q: 3 clusters Score -952006.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -952080.562500 Penalty: 4448.387695
	Iteration 7Q: 3 clusters Score -952080.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -952142.437500 Penalty: 4448.387695
	Iteration 8Q: 3 clusters Score -952142.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -952194.062500 Penalty: 4448.387695
	Iteration 9Q: 3 clusters Score -952194.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -952243.375000 Penalty: 4448.387695
	Iteration 10Q: 3 clusters Score -952243.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -952299.437500 Penalty: 4448.387695
	Iteration 11Q: 3 clusters Score -952299.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -952352.625000 Penalty: 4448.387695
	Iteration 12Q: 3 clusters Score -952352.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -952399.750000 Penalty: 4448.387695
	Iteration 13Q: 3 clusters Score -952399.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -952454.875000 Penalty: 4448.387695
	Iteration 14Q: 3 clusters Score -952454.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -952502.187500 Penalty: 4448.387695
	Iteration 15Q: 3 clusters Score -952502.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -952548.000000 Penalty: 4448.387695
	Iteration 16Q: 3 clusters Score -952548 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -952587.062500 Penalty: 4448.387695
	Iteration 17Q: 3 clusters Score -952587.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -952622.000000 Penalty: 4448.387695
	Iteration 18Q: 3 clusters Score -952622 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -952653.000000 Penalty: 4448.387695
	Iteration 19Q: 3 clusters Score -952653 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -952690.187500 Penalty: 4448.387695
	Iteration 20F: 3 clusters Score -952690.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -952732.500000 Penalty: 4448.387695
	Iteration 21Q: 3 clusters Score -952732.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -952776.750000 Penalty: 4448.387695
	Iteration 22Q: 3 clusters Score -952776.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -952819.562500 Penalty: 4448.387695
	Iteration 23Q: 3 clusters Score -952819.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -952878.312500 Penalty: 4448.387695
	Iteration 24Q: 3 clusters Score -952878.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -952939.375000 Penalty: 4448.387695
	Iteration 25Q: 3 clusters Score -952939.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -952994.562500 Penalty: 4448.387695
	Iteration 26Q: 3 clusters Score -952994.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -953058.625000 Penalty: 4448.387695
	Iteration 27Q: 3 clusters Score -953058.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -953117.875000 Penalty: 4448.387695
	Iteration 28Q: 3 clusters Score -953117.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -953172.125000 Penalty: 4448.387695
	Iteration 29Q: 3 clusters Score -953172.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -953221.500000 Penalty: 4448.387695
	Iteration 30Q: 3 clusters Score -953221.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -953273.375000 Penalty: 4448.387695
	Iteration 31Q: 3 clusters Score -953273.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -953320.000000 Penalty: 4448.387695
	Iteration 32Q: 3 clusters Score -953320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -953358.250000 Penalty: 4448.387695
	Iteration 33Q: 3 clusters Score -953358.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -953388.062500 Penalty: 4448.387695
	Iteration 34Q: 3 clusters Score -953388.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -953415.375000 Penalty: 4448.387695
	Iteration 35Q: 3 clusters Score -953415.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -953446.687500 Penalty: 4448.387695
	Iteration 36Q: 3 clusters Score -953446.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -953468.062500 Penalty: 4448.387695
	Iteration 37Q: 3 clusters Score -953468.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -953483.375000 Penalty: 4448.387695
	Iteration 38Q: 3 clusters Score -953483.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -953497.937500 Penalty: 4448.387695
	Iteration 39Q: 3 clusters Score -953497.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -953512.000000 Penalty: 4448.387695
	Iteration 40F: 3 clusters Score -953512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -953525.187500 Penalty: 4448.387695
	Iteration 41Q: 3 clusters Score -953525.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -953530.562500 Penalty: 4448.387695
	Iteration 42Q: 3 clusters Score -953530.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -953542.875000 Penalty: 4448.387695
	Iteration 43Q: 3 clusters Score -953542.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -953550.625000 Penalty: 4448.387695
	Iteration 44Q: 3 clusters Score -953550.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -953562.937500 Penalty: 4448.387695
	Iteration 45Q: 3 clusters Score -953562.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -953576.250000 Penalty: 4448.387695
	Iteration 46Q: 3 clusters Score -953576.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -953582.625000 Penalty: 4448.387695
	Iteration 47Q: 3 clusters Score -953582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -953587.187500 Penalty: 4448.387695
	Iteration 48Q: 3 clusters Score -953587.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -953588.437500 Penalty: 4448.387695
	Iteration 49Q: 3 clusters Score -953588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -953588.062500 Penalty: 4448.387695
	Iteration 50Q: 3 clusters Score -953588.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -953590.437500 Penalty: 4448.387695
	Iteration 51Q: 3 clusters Score -953590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -953594.312500 Penalty: 4448.387695
	Iteration 52Q: 3 clusters Score -953594.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -953595.187500 Penalty: 4448.387695
	Iteration 53Q: 3 clusters Score -953595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -953595.625000 Penalty: 4448.387695
	Iteration 54Q: 3 clusters Score -953595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -953597.500000 Penalty: 4448.387695
	Iteration 55Q: 3 clusters Score -953597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -953597.250000 Penalty: 4448.387695
	Iteration 56Q: 3 clusters Score -953597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -953597.250000 Penalty: 4448.387695
	Iteration 57F: 3 clusters Score -953597.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Entering Unmasked Estep 
Score: -521176.656250 Penalty: 2070.260986
	Iteration 0F: 2 clusters Score -521176.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -517178.781250 Penalty: 4140.521973
	Iteration 0F: 3 clusters Score -517178.8 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -518096.843750 Penalty: 4140.521973
	Iteration 1F: 3 clusters Score -518096.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -518373.875000 Penalty: 4140.521973
	Iteration 2F: 3 clusters Score -518373.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -518613.218750 Penalty: 4140.521973
	Iteration 3F: 3 clusters Score -518613.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -518809.093750 Penalty: 4140.521973
	Iteration 4F: 3 clusters Score -518809.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -518999.000000 Penalty: 4140.521973
	Iteration 5Q: 3 clusters Score -518999 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -519141.875000 Penalty: 4140.521973
	Iteration 6Q: 3 clusters Score -519141.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -519235.093750 Penalty: 4140.521973
	Iteration 7Q: 3 clusters Score -519235.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -519318.187500 Penalty: 4140.521973
	Iteration 8Q: 3 clusters Score -519318.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -519392.468750 Penalty: 4140.521973
	Iteration 9Q: 3 clusters Score -519392.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -519463.468750 Penalty: 4140.521973
	Iteration 10Q: 3 clusters Score -519463.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -519514.562500 Penalty: 4140.521973
	Iteration 11Q: 3 clusters Score -519514.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -519557.468750 Penalty: 4140.521973
	Iteration 12Q: 3 clusters Score -519557.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -519597.093750 Penalty: 4140.521973
	Iteration 13Q: 3 clusters Score -519597.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -519619.781250 Penalty: 4140.521973
	Iteration 14Q: 3 clusters Score -519619.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -519635.093750 Penalty: 4140.521973
	Iteration 15Q: 3 clusters Score -519635.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -519652.343750 Penalty: 4140.521973
	Iteration 16Q: 3 clusters Score -519652.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -519669.375000 Penalty: 4140.521973
	Iteration 17Q: 3 clusters Score -519669.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -519679.531250 Penalty: 4140.521973
	Iteration 18Q: 3 clusters Score -519679.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -519688.125000 Penalty: 4140.521973
	Iteration 19Q: 3 clusters Score -519688.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -519697.375000 Penalty: 4140.521973
	Iteration 20F: 3 clusters Score -519697.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -519705.625000 Penalty: 4140.521973
	Iteration 21Q: 3 clusters Score -519705.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -519711.906250 Penalty: 4140.521973
	Iteration 22Q: 3 clusters Score -519711.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -519716.406250 Penalty: 4140.521973
	Iteration 23Q: 3 clusters Score -519716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -519717.812500 Penalty: 4140.521973
	Iteration 24Q: 3 clusters Score -519717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -519719.031250 Penalty: 4140.521973
	Iteration 25Q: 3 clusters Score -519719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -519724.250000 Penalty: 4140.521973
	Iteration 26Q: 3 clusters Score -519724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -519726.750000 Penalty: 4140.521973
	Iteration 27Q: 3 clusters Score -519726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -519727.281250 Penalty: 4140.521973
	Iteration 28Q: 3 clusters Score -519727.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -519728.468750 Penalty: 4140.521973
	Iteration 29Q: 3 clusters Score -519728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -519729.812500 Penalty: 4140.521973
	Iteration 30Q: 3 clusters Score -519729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -519729.812500 Penalty: 4140.521973
	Iteration 31F: 3 clusters Score -519729.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93666.734375 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93666.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91945.445312 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -91945.45 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92187.796875 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92187.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -92278.484375 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92278.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92315.437500 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -92315.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92331.820312 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -92331.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92337.656250 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -92337.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92338.398438 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -92338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92340.156250 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -92340.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92344.382812 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -92344.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92347.640625 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -92347.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92350.171875 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -92350.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92352.781250 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -92352.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92352.781250 Penalty: 3304.913818
	Iteration 12F: 3 clusters Score -92352.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Entering Unmasked Estep 
Score: -1618884.625000 Penalty: 2358.241211
	Iteration 0F: 2 clusters Score -1618885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1608954.500000 Penalty: 4716.482422
	Iteration 0F: 3 clusters Score -1608954 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1612271.000000 Penalty: 4716.482422
	Iteration 1F: 3 clusters Score -1612271 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1612736.625000 Penalty: 4716.482422
	Iteration 2F: 3 clusters Score -1612737 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1613077.250000 Penalty: 4716.482422
	Iteration 3F: 3 clusters Score -1613077 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1613393.875000 Penalty: 4716.482422
	Iteration 4Q: 3 clusters Score -1613394 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1613665.000000 Penalty: 4716.482422
	Iteration 5Q: 3 clusters Score -1613665 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1613903.875000 Penalty: 4716.482422
	Iteration 6Q: 3 clusters Score -1613904 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1614140.250000 Penalty: 4716.482422
	Iteration 7Q: 3 clusters Score -1614140 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1614365.250000 Penalty: 4716.482422
	Iteration 8Q: 3 clusters Score -1614365 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1614599.250000 Penalty: 4716.482422
	Iteration 9Q: 3 clusters Score -1614599 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1614814.125000 Penalty: 4716.482422
	Iteration 10Q: 3 clusters Score -1614814 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1615027.875000 Penalty: 4716.482422
	Iteration 11Q: 3 clusters Score -1615028 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1615241.500000 Penalty: 4716.482422
	Iteration 12Q: 3 clusters Score -1615242 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1615453.125000 Penalty: 4716.482422
	Iteration 13Q: 3 clusters Score -1615453 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1615652.750000 Penalty: 4716.482422
	Iteration 14Q: 3 clusters Score -1615653 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1615860.375000 Penalty: 4716.482422
	Iteration 15Q: 3 clusters Score -1615860 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1616041.500000 Penalty: 4716.482422
	Iteration 16Q: 3 clusters Score -1616042 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1616195.375000 Penalty: 4716.482422
	Iteration 17Q: 3 clusters Score -1616195 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1616336.000000 Penalty: 4716.482422
	Iteration 18Q: 3 clusters Score -1616336 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1616460.000000 Penalty: 4716.482422
	Iteration 19Q: 3 clusters Score -1616460 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1616548.250000 Penalty: 4716.482422
	Iteration 20F: 3 clusters Score -1616548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1616604.750000 Penalty: 4716.482422
	Iteration 21Q: 3 clusters Score -1616605 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1616662.000000 Penalty: 4716.482422
	Iteration 22Q: 3 clusters Score -1616662 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1616712.250000 Penalty: 4716.482422
	Iteration 23Q: 3 clusters Score -1616712 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1616762.250000 Penalty: 4716.482422
	Iteration 24Q: 3 clusters Score -1616762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1616800.000000 Penalty: 4716.482422
	Iteration 25Q: 3 clusters Score -1616800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1616852.875000 Penalty: 4716.482422
	Iteration 26Q: 3 clusters Score -1616853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1616884.500000 Penalty: 4716.482422
	Iteration 27Q: 3 clusters Score -1616884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1616896.625000 Penalty: 4716.482422
	Iteration 28Q: 3 clusters Score -1616897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1616909.125000 Penalty: 4716.482422
	Iteration 29Q: 3 clusters Score -1616909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1616918.500000 Penalty: 4716.482422
	Iteration 30Q: 3 clusters Score -1616918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1616929.500000 Penalty: 4716.482422
	Iteration 31Q: 3 clusters Score -1616930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1616943.250000 Penalty: 4716.482422
	Iteration 32Q: 3 clusters Score -1616943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1616951.500000 Penalty: 4716.482422
	Iteration 33Q: 3 clusters Score -1616952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1616954.000000 Penalty: 4716.482422
	Iteration 34Q: 3 clusters Score -1616954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1616955.875000 Penalty: 4716.482422
	Iteration 35Q: 3 clusters Score -1616956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1616955.875000 Penalty: 4716.482422
	Iteration 36Q: 3 clusters Score -1616956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1616958.125000 Penalty: 4716.482422
	Iteration 37Q: 3 clusters Score -1616958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1616960.750000 Penalty: 4716.482422
	Iteration 38Q: 3 clusters Score -1616961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1616965.750000 Penalty: 4716.482422
	Iteration 39Q: 3 clusters Score -1616966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1616971.625000 Penalty: 4716.482422
	Iteration 40F: 3 clusters Score -1616972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1616978.125000 Penalty: 4716.482422
	Iteration 41Q: 3 clusters Score -1616978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1616986.625000 Penalty: 4716.482422
	Iteration 42Q: 3 clusters Score -1616987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1616996.000000 Penalty: 4716.482422
	Iteration 43Q: 3 clusters Score -1616996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1616996.375000 Penalty: 4716.482422
	Iteration 44Q: 3 clusters Score -1616996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1617000.375000 Penalty: 4716.482422
	Iteration 45Q: 3 clusters Score -1617000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1617009.750000 Penalty: 4716.482422
	Iteration 46Q: 3 clusters Score -1617010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1617012.625000 Penalty: 4716.482422
	Iteration 47Q: 3 clusters Score -1617013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1617022.250000 Penalty: 4716.482422
	Iteration 48Q: 3 clusters Score -1617022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1617028.375000 Penalty: 4716.482422
	Iteration 49Q: 3 clusters Score -1617028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1617031.875000 Penalty: 4716.482422
	Iteration 50Q: 3 clusters Score -1617032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1617037.500000 Penalty: 4716.482422
	Iteration 51Q: 3 clusters Score -1617038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1617045.000000 Penalty: 4716.482422
	Iteration 52Q: 3 clusters Score -1617045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1617053.125000 Penalty: 4716.482422
	Iteration 53Q: 3 clusters Score -1617053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1617052.375000 Penalty: 4716.482422
	Iteration 54Q: 3 clusters Score -1617052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1617060.375000 Penalty: 4716.482422
	Iteration 55Q: 3 clusters Score -1617060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1617067.375000 Penalty: 4716.482422
	Iteration 56Q: 3 clusters Score -1617067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1617071.375000 Penalty: 4716.482422
	Iteration 57Q: 3 clusters Score -1617071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1617071.625000 Penalty: 4716.482422
	Iteration 58Q: 3 clusters Score -1617072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1617075.500000 Penalty: 4716.482422
	Iteration 59Q: 3 clusters Score -1617076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1617079.875000 Penalty: 4716.482422
	Iteration 60F: 3 clusters Score -1617080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1617088.000000 Penalty: 4716.482422
	Iteration 61Q: 3 clusters Score -1617088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1617089.500000 Penalty: 4716.482422
	Iteration 62Q: 3 clusters Score -1617090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1617090.750000 Penalty: 4716.482422
	Iteration 63Q: 3 clusters Score -1617091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1617090.000000 Penalty: 4716.482422
	Iteration 64Q: 3 clusters Score -1617090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1617092.875000 Penalty: 4716.482422
	Iteration 65Q: 3 clusters Score -1617093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1617100.000000 Penalty: 4716.482422
	Iteration 66Q: 3 clusters Score -1617100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1617097.250000 Penalty: 4716.482422
	Iteration 67Q: 3 clusters Score -1617097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1617101.250000 Penalty: 4716.482422
	Iteration 68Q: 3 clusters Score -1617101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1617098.750000 Penalty: 4716.482422
	Iteration 69Q: 3 clusters Score -1617099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1617103.875000 Penalty: 4716.482422
	Iteration 70Q: 3 clusters Score -1617104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1617102.875000 Penalty: 4716.482422
	Iteration 71Q: 3 clusters Score -1617103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1617102.875000 Penalty: 4716.482422
	Iteration 72F: 3 clusters Score -1617103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Entering Unmasked Estep 
Score: -1003525.625000 Penalty: 2226.551514
	Iteration 0F: 2 clusters Score -1003526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -997226.687500 Penalty: 4453.103027
	Iteration 0F: 3 clusters Score -997226.7 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -998906.437500 Penalty: 4453.103027
	Iteration 1F: 3 clusters Score -998906.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -999174.375000 Penalty: 4453.103027
	Iteration 2F: 3 clusters Score -999174.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -999379.937500 Penalty: 4453.103027
	Iteration 3F: 3 clusters Score -999379.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -999545.375000 Penalty: 4453.103027
	Iteration 4Q: 3 clusters Score -999545.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -999724.625000 Penalty: 4453.103027
	Iteration 5Q: 3 clusters Score -999724.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -999888.687500 Penalty: 4453.103027
	Iteration 6Q: 3 clusters Score -999888.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1000025.875000 Penalty: 4453.103027
	Iteration 7Q: 3 clusters Score -1000026 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1000156.250000 Penalty: 4453.103027
	Iteration 8Q: 3 clusters Score -1000156 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1000277.812500 Penalty: 4453.103027
	Iteration 9Q: 3 clusters Score -1000278 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1000373.187500 Penalty: 4453.103027
	Iteration 10Q: 3 clusters Score -1000373 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1000461.062500 Penalty: 4453.103027
	Iteration 11Q: 3 clusters Score -1000461 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1000555.875000 Penalty: 4453.103027
	Iteration 12Q: 3 clusters Score -1000556 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1000637.750000 Penalty: 4453.103027
	Iteration 13Q: 3 clusters Score -1000638 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1000699.312500 Penalty: 4453.103027
	Iteration 14Q: 3 clusters Score -1000699 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1000747.312500 Penalty: 4453.103027
	Iteration 15Q: 3 clusters Score -1000747 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1000794.437500 Penalty: 4453.103027
	Iteration 16Q: 3 clusters Score -1000794 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1000842.937500 Penalty: 4453.103027
	Iteration 17Q: 3 clusters Score -1000843 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1000879.625000 Penalty: 4453.103027
	Iteration 18Q: 3 clusters Score -1000880 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1000915.000000 Penalty: 4453.103027
	Iteration 19Q: 3 clusters Score -1000915 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1000942.375000 Penalty: 4453.103027
	Iteration 20F: 3 clusters Score -1000942 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1000966.625000 Penalty: 4453.103027
	Iteration 21Q: 3 clusters Score -1000967 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1000991.500000 Penalty: 4453.103027
	Iteration 22Q: 3 clusters Score -1000992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1001017.062500 Penalty: 4453.103027
	Iteration 23Q: 3 clusters Score -1001017 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1001046.937500 Penalty: 4453.103027
	Iteration 24Q: 3 clusters Score -1001047 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1001073.437500 Penalty: 4453.103027
	Iteration 25Q: 3 clusters Score -1001073 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1001103.000000 Penalty: 4453.103027
	Iteration 26Q: 3 clusters Score -1001103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1001130.000000 Penalty: 4453.103027
	Iteration 27Q: 3 clusters Score -1001130 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1001158.687500 Penalty: 4453.103027
	Iteration 28Q: 3 clusters Score -1001159 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1001188.875000 Penalty: 4453.103027
	Iteration 29Q: 3 clusters Score -1001189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1001211.312500 Penalty: 4453.103027
	Iteration 30Q: 3 clusters Score -1001211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1001235.000000 Penalty: 4453.103027
	Iteration 31Q: 3 clusters Score -1001235 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1001256.125000 Penalty: 4453.103027
	Iteration 32Q: 3 clusters Score -1001256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1001275.437500 Penalty: 4453.103027
	Iteration 33Q: 3 clusters Score -1001275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1001293.500000 Penalty: 4453.103027
	Iteration 34Q: 3 clusters Score -1001294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1001308.500000 Penalty: 4453.103027
	Iteration 35Q: 3 clusters Score -1001308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1001320.250000 Penalty: 4453.103027
	Iteration 36Q: 3 clusters Score -1001320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1001337.312500 Penalty: 4453.103027
	Iteration 37Q: 3 clusters Score -1001337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1001351.250000 Penalty: 4453.103027
	Iteration 38Q: 3 clusters Score -1001351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1001366.625000 Penalty: 4453.103027
	Iteration 39Q: 3 clusters Score -1001367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1001378.125000 Penalty: 4453.103027
	Iteration 40F: 3 clusters Score -1001378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1001384.937500 Penalty: 4453.103027
	Iteration 41Q: 3 clusters Score -1001385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1001392.625000 Penalty: 4453.103027
	Iteration 42Q: 3 clusters Score -1001393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1001402.250000 Penalty: 4453.103027
	Iteration 43Q: 3 clusters Score -1001402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1001411.250000 Penalty: 4453.103027
	Iteration 44Q: 3 clusters Score -1001411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1001421.125000 Penalty: 4453.103027
	Iteration 45Q: 3 clusters Score -1001421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1001430.187500 Penalty: 4453.103027
	Iteration 46Q: 3 clusters Score -1001430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1001441.062500 Penalty: 4453.103027
	Iteration 47Q: 3 clusters Score -1001441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1001448.937500 Penalty: 4453.103027
	Iteration 48Q: 3 clusters Score -1001449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1001455.062500 Penalty: 4453.103027
	Iteration 49Q: 3 clusters Score -1001455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1001458.250000 Penalty: 4453.103027
	Iteration 50Q: 3 clusters Score -1001458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1001466.062500 Penalty: 4453.103027
	Iteration 51Q: 3 clusters Score -1001466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1001472.375000 Penalty: 4453.103027
	Iteration 52Q: 3 clusters Score -1001472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1001482.312500 Penalty: 4453.103027
	Iteration 53Q: 3 clusters Score -1001482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1001490.250000 Penalty: 4453.103027
	Iteration 54Q: 3 clusters Score -1001490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1001493.937500 Penalty: 4453.103027
	Iteration 55Q: 3 clusters Score -1001494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1001499.625000 Penalty: 4453.103027
	Iteration 56Q: 3 clusters Score -1001500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1001505.812500 Penalty: 4453.103027
	Iteration 57Q: 3 clusters Score -1001506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1001512.875000 Penalty: 4453.103027
	Iteration 58Q: 3 clusters Score -1001513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1001520.312500 Penalty: 4453.103027
	Iteration 59Q: 3 clusters Score -1001520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1001525.125000 Penalty: 4453.103027
	Iteration 60F: 3 clusters Score -1001525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1001530.812500 Penalty: 4453.103027
	Iteration 61Q: 3 clusters Score -1001531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1001537.312500 Penalty: 4453.103027
	Iteration 62Q: 3 clusters Score -1001537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1001544.687500 Penalty: 4453.103027
	Iteration 63Q: 3 clusters Score -1001545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1001556.375000 Penalty: 4453.103027
	Iteration 64Q: 3 clusters Score -1001556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1001563.562500 Penalty: 4453.103027
	Iteration 65Q: 3 clusters Score -1001564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1001570.812500 Penalty: 4453.103027
	Iteration 66Q: 3 clusters Score -1001571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1001574.937500 Penalty: 4453.103027
	Iteration 67Q: 3 clusters Score -1001575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1001580.375000 Penalty: 4453.103027
	Iteration 68Q: 3 clusters Score -1001580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1001585.500000 Penalty: 4453.103027
	Iteration 69Q: 3 clusters Score -1001586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1001591.125000 Penalty: 4453.103027
	Iteration 70Q: 3 clusters Score -1001591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1001594.687500 Penalty: 4453.103027
	Iteration 71Q: 3 clusters Score -1001595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1001595.937500 Penalty: 4453.103027
	Iteration 72Q: 3 clusters Score -1001596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1001600.375000 Penalty: 4453.103027
	Iteration 73Q: 3 clusters Score -1001600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1001609.625000 Penalty: 4453.103027
	Iteration 74Q: 3 clusters Score -1001610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1001615.687500 Penalty: 4453.103027
	Iteration 75Q: 3 clusters Score -1001616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1001626.000000 Penalty: 4453.103027
	Iteration 76Q: 3 clusters Score -1001626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1001630.312500 Penalty: 4453.103027
	Iteration 77Q: 3 clusters Score -1001630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1001636.625000 Penalty: 4453.103027
	Iteration 78Q: 3 clusters Score -1001637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1001641.500000 Penalty: 4453.103027
	Iteration 79Q: 3 clusters Score -1001642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1001648.125000 Penalty: 4453.103027
	Iteration 80F: 3 clusters Score -1001648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1001655.312500 Penalty: 4453.103027
	Iteration 81Q: 3 clusters Score -1001655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1001662.375000 Penalty: 4453.103027
	Iteration 82Q: 3 clusters Score -1001662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1001670.500000 Penalty: 4453.103027
	Iteration 83Q: 3 clusters Score -1001670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1001672.875000 Penalty: 4453.103027
	Iteration 84Q: 3 clusters Score -1001673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1001674.937500 Penalty: 4453.103027
	Iteration 85Q: 3 clusters Score -1001675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1001676.187500 Penalty: 4453.103027
	Iteration 86Q: 3 clusters Score -1001676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1001678.937500 Penalty: 4453.103027
	Iteration 87Q: 3 clusters Score -1001679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1001680.875000 Penalty: 4453.103027
	Iteration 88Q: 3 clusters Score -1001681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1001682.625000 Penalty: 4453.103027
	Iteration 89Q: 3 clusters Score -1001683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1001682.562500 Penalty: 4453.103027
	Iteration 90Q: 3 clusters Score -1001683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1001687.125000 Penalty: 4453.103027
	Iteration 91Q: 3 clusters Score -1001687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1001688.875000 Penalty: 4453.103027
	Iteration 92Q: 3 clusters Score -1001689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1001689.125000 Penalty: 4453.103027
	Iteration 93Q: 3 clusters Score -1001689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1001689.750000 Penalty: 4453.103027
	Iteration 94Q: 3 clusters Score -1001690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1001693.437500 Penalty: 4453.103027
	Iteration 95Q: 3 clusters Score -1001693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1001692.500000 Penalty: 4453.103027
	Iteration 96Q: 3 clusters Score -1001692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1001694.750000 Penalty: 4453.103027
	Iteration 97Q: 3 clusters Score -1001695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1001695.000000 Penalty: 4453.103027
	Iteration 98Q: 3 clusters Score -1001695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1001695.000000 Penalty: 4453.103027
	Iteration 99F: 3 clusters Score -1001695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Entering Unmasked Estep 
Score: -1645748.000000 Penalty: 2348.428223
	Iteration 0F: 2 clusters Score -1645748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1636150.375000 Penalty: 4696.856445
	Iteration 0F: 3 clusters Score -1636150 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1639087.375000 Penalty: 4696.856445
	Iteration 1F: 3 clusters Score -1639087 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1639407.875000 Penalty: 4696.856445
	Iteration 2F: 3 clusters Score -1639408 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1639635.500000 Penalty: 4696.856445
	Iteration 3Q: 3 clusters Score -1639636 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1639845.000000 Penalty: 4696.856445
	Iteration 4Q: 3 clusters Score -1639845 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1640061.625000 Penalty: 4696.856445
	Iteration 5Q: 3 clusters Score -1640062 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1640318.250000 Penalty: 4696.856445
	Iteration 6Q: 3 clusters Score -1640318 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1640631.500000 Penalty: 4696.856445
	Iteration 7Q: 3 clusters Score -1640632 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1640987.625000 Penalty: 4696.856445
	Iteration 8Q: 3 clusters Score -1640988 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1641416.625000 Penalty: 4696.856445
	Iteration 9F: 3 clusters Score -1641417 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1641838.750000 Penalty: 4696.856445
	Iteration 10F: 3 clusters Score -1641839 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1642234.500000 Penalty: 4696.856445
	Iteration 11Q: 3 clusters Score -1642234 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1642541.625000 Penalty: 4696.856445
	Iteration 12Q: 3 clusters Score -1642542 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1642765.125000 Penalty: 4696.856445
	Iteration 13Q: 3 clusters Score -1642765 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1642946.500000 Penalty: 4696.856445
	Iteration 14Q: 3 clusters Score -1642946 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1643089.125000 Penalty: 4696.856445
	Iteration 15Q: 3 clusters Score -1643089 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1643191.625000 Penalty: 4696.856445
	Iteration 16Q: 3 clusters Score -1643192 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1643259.250000 Penalty: 4696.856445
	Iteration 17Q: 3 clusters Score -1643259 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1643330.125000 Penalty: 4696.856445
	Iteration 18Q: 3 clusters Score -1643330 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1643384.125000 Penalty: 4696.856445
	Iteration 19Q: 3 clusters Score -1643384 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1643441.125000 Penalty: 4696.856445
	Iteration 20F: 3 clusters Score -1643441 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1643500.250000 Penalty: 4696.856445
	Iteration 21Q: 3 clusters Score -1643500 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1643560.750000 Penalty: 4696.856445
	Iteration 22Q: 3 clusters Score -1643561 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1643626.000000 Penalty: 4696.856445
	Iteration 23Q: 3 clusters Score -1643626 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1643680.000000 Penalty: 4696.856445
	Iteration 24Q: 3 clusters Score -1643680 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1643723.375000 Penalty: 4696.856445
	Iteration 25Q: 3 clusters Score -1643723 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1643762.250000 Penalty: 4696.856445
	Iteration 26Q: 3 clusters Score -1643762 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1643795.000000 Penalty: 4696.856445
	Iteration 27Q: 3 clusters Score -1643795 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1643827.625000 Penalty: 4696.856445
	Iteration 28Q: 3 clusters Score -1643828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1643844.500000 Penalty: 4696.856445
	Iteration 29Q: 3 clusters Score -1643844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1643874.875000 Penalty: 4696.856445
	Iteration 30Q: 3 clusters Score -1643875 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1643881.375000 Penalty: 4696.856445
	Iteration 31Q: 3 clusters Score -1643881 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1643907.250000 Penalty: 4696.856445
	Iteration 32Q: 3 clusters Score -1643907 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1643941.375000 Penalty: 4696.856445
	Iteration 33Q: 3 clusters Score -1643941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1643955.750000 Penalty: 4696.856445
	Iteration 34Q: 3 clusters Score -1643956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1643968.750000 Penalty: 4696.856445
	Iteration 35Q: 3 clusters Score -1643969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1643976.125000 Penalty: 4696.856445
	Iteration 36Q: 3 clusters Score -1643976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1643982.000000 Penalty: 4696.856445
	Iteration 37Q: 3 clusters Score -1643982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1643985.750000 Penalty: 4696.856445
	Iteration 38Q: 3 clusters Score -1643986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1643993.000000 Penalty: 4696.856445
	Iteration 39Q: 3 clusters Score -1643993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1644001.625000 Penalty: 4696.856445
	Iteration 40F: 3 clusters Score -1644002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1644004.875000 Penalty: 4696.856445
	Iteration 41Q: 3 clusters Score -1644005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1644002.000000 Penalty: 4696.856445
	Iteration 42Q: 3 clusters Score -1644002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1644006.000000 Penalty: 4696.856445
	Iteration 43Q: 3 clusters Score -1644006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1644005.375000 Penalty: 4696.856445
	Iteration 44Q: 3 clusters Score -1644005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1644007.625000 Penalty: 4696.856445
	Iteration 45Q: 3 clusters Score -1644008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1644009.875000 Penalty: 4696.856445
	Iteration 46Q: 3 clusters Score -1644010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1644007.625000 Penalty: 4696.856445
	Iteration 47Q: 3 clusters Score -1644008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1644013.500000 Penalty: 4696.856445
	Iteration 48Q: 3 clusters Score -1644014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1644016.750000 Penalty: 4696.856445
	Iteration 49Q: 3 clusters Score -1644017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1644012.625000 Penalty: 4696.856445
	Iteration 50Q: 3 clusters Score -1644013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1644014.625000 Penalty: 4696.856445
	Iteration 51Q: 3 clusters Score -1644015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1644014.750000 Penalty: 4696.856445
	Iteration 52Q: 3 clusters Score -1644015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1644022.375000 Penalty: 4696.856445
	Iteration 53Q: 3 clusters Score -1644022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1644023.125000 Penalty: 4696.856445
	Iteration 54Q: 3 clusters Score -1644023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1644026.375000 Penalty: 4696.856445
	Iteration 55Q: 3 clusters Score -1644026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1644027.375000 Penalty: 4696.856445
	Iteration 56Q: 3 clusters Score -1644027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1644028.250000 Penalty: 4696.856445
	Iteration 57Q: 3 clusters Score -1644028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1644033.375000 Penalty: 4696.856445
	Iteration 58Q: 3 clusters Score -1644033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1644031.875000 Penalty: 4696.856445
	Iteration 59Q: 3 clusters Score -1644032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1644032.125000 Penalty: 4696.856445
	Iteration 60F: 3 clusters Score -1644032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1644030.125000 Penalty: 4696.856445
	Iteration 61Q: 3 clusters Score -1644030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1644031.000000 Penalty: 4696.856445
	Iteration 62Q: 3 clusters Score -1644031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1644034.500000 Penalty: 4696.856445
	Iteration 63Q: 3 clusters Score -1644034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1644032.750000 Penalty: 4696.856445
	Iteration 64Q: 3 clusters Score -1644033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1644032.750000 Penalty: 4696.856445
	Iteration 65F: 3 clusters Score -1644033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (80409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Entering Unmasked Estep 
Score: -10386506.000000 Penalty: 2801.130615
	Iteration 0F: 2 clusters Score -1.038651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -10332475.000000 Penalty: 5602.261230
	Iteration 0F: 3 clusters Score -1.033248e+07 nChanged 37956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -10354030.000000 Penalty: 5602.261230
	Iteration 1F: 3 clusters Score -1.035403e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -10354729.000000 Penalty: 5602.261230
	Iteration 2Q: 3 clusters Score -1.035473e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -10355581.000000 Penalty: 5602.261230
	Iteration 3Q: 3 clusters Score -1.035558e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -10356854.000000 Penalty: 5602.261230
	Iteration 4Q: 3 clusters Score -1.035685e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -10359054.000000 Penalty: 5602.261230
	Iteration 5F: 3 clusters Score -1.035905e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -10362328.000000 Penalty: 5602.261230
	Iteration 6F: 3 clusters Score -1.036233e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -10367432.000000 Penalty: 5602.261230
	Iteration 7F: 3 clusters Score -1.036743e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -10373183.000000 Penalty: 5602.261230
	Iteration 8F: 3 clusters Score -1.037318e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -10378209.000000 Penalty: 5602.261230
	Iteration 9F: 3 clusters Score -1.037821e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -10381358.000000 Penalty: 5602.261230
	Iteration 10Q: 3 clusters Score -1.038136e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 79108 members 
Entering Unmasked Estep 
Score: -10382898.000000 Penalty: 5602.261230
	Iteration 11Q: 3 clusters Score -1.03829e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -10383489.000000 Penalty: 5602.261230
	Iteration 12Q: 3 clusters Score -1.038349e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -10383683.000000 Penalty: 5602.261230
	Iteration 13Q: 3 clusters Score -1.038368e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 80050 members 
Entering Unmasked Estep 
Score: -10383809.000000 Penalty: 5602.261230
	Iteration 14Q: 3 clusters Score -1.038381e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -10383884.000000 Penalty: 5602.261230
	Iteration 15Q: 3 clusters Score -1.038388e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -10383916.000000 Penalty: 5602.261230
	Iteration 16Q: 3 clusters Score -1.038392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -10383934.000000 Penalty: 5602.261230
	Iteration 17Q: 3 clusters Score -1.038393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -10383945.000000 Penalty: 5602.261230
	Iteration 18Q: 3 clusters Score -1.038394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -10383953.000000 Penalty: 5602.261230
	Iteration 19Q: 3 clusters Score -1.038395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -10383961.000000 Penalty: 5602.261230
	Iteration 20F: 3 clusters Score -1.038396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -10383966.000000 Penalty: 5602.261230
	Iteration 21Q: 3 clusters Score -1.038397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -10383967.000000 Penalty: 5602.261230
	Iteration 22Q: 3 clusters Score -1.038397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 80145 members 
Entering Unmasked Estep 
Score: -10383975.000000 Penalty: 5602.261230
	Iteration 23Q: 3 clusters Score -1.038398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 80145 members 
Entering Unmasked Estep 
Score: -10383975.000000 Penalty: 5602.261230
	Iteration 24F: 3 clusters Score -1.038398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -117653.273438 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -117653.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115759.210938 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -115759.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -116202.953125 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -116203 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -116641.625000 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -116641.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117162.640625 Penalty: 3446.176758
	Iteration 3F: 3 clusters Score -117162.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -117403.570312 Penalty: 3446.176758
	Iteration 4F: 3 clusters Score -117403.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -117552.812500 Penalty: 3446.176758
	Iteration 5F: 3 clusters Score -117552.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -117684.359375 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -117684.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -117762.960938 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -117763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -117824.437500 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -117824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -117859.414062 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -117859.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -117880.289062 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -117880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -117891.492188 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -117891.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -117892.273438 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -117892.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -117892.273438 Penalty: 3446.176758
	Iteration 13F: 3 clusters Score -117892.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 100920 members 
Mstep: Class 4 contains 290436 members 
Mstep: Class 5 contains 35622 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 150724 members 
Mstep: Class 8 contains 56526 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 120465 members 
Mstep: Class 12 contains 101429 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 31397 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 59915 members 
Mstep: Class 20 contains 52308 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 7852 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 12958 members 
Mstep: Class 28 contains 80409 members 
Mstep: Class 29 contains 786 members 
Mstep: Class 30 contains 1510 members 
Mstep: Class 31 contains 255 members 
Entering Unmasked Estep 
Score: -157736256.000000 Penalty: 108024.484375
Splitting cluster 29 changes total score from -157737712.000000 to -157736256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -180995.046875 Penalty: 1815.326416
	Iteration 0F: 2 clusters Score -180995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -178705.875000 Penalty: 3630.652832
	Iteration 0F: 3 clusters Score -178705.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -179168.640625 Penalty: 3630.652832
	Iteration 1F: 3 clusters Score -179168.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -179310.828125 Penalty: 3630.652832
	Iteration 2F: 3 clusters Score -179310.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -179401.218750 Penalty: 3630.652832
	Iteration 3F: 3 clusters Score -179401.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -179472.968750 Penalty: 3630.652832
	Iteration 4Q: 3 clusters Score -179473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -179537.484375 Penalty: 3630.652832
	Iteration 5Q: 3 clusters Score -179537.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -179617.156250 Penalty: 3630.652832
	Iteration 6Q: 3 clusters Score -179617.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -179731.671875 Penalty: 3630.652832
	Iteration 7Q: 3 clusters Score -179731.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -179841.500000 Penalty: 3630.652832
	Iteration 8Q: 3 clusters Score -179841.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -179984.359375 Penalty: 3630.652832
	Iteration 9Q: 3 clusters Score -179984.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -180081.531250 Penalty: 3630.652832
	Iteration 10Q: 3 clusters Score -180081.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -180137.812500 Penalty: 3630.652832
	Iteration 11Q: 3 clusters Score -180137.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -180202.046875 Penalty: 3630.652832
	Iteration 12Q: 3 clusters Score -180202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -180256.703125 Penalty: 3630.652832
	Iteration 13Q: 3 clusters Score -180256.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -180299.265625 Penalty: 3630.652832
	Iteration 14Q: 3 clusters Score -180299.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -180342.500000 Penalty: 3630.652832
	Iteration 15Q: 3 clusters Score -180342.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180367.640625 Penalty: 3630.652832
	Iteration 16Q: 3 clusters Score -180367.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -180388.281250 Penalty: 3630.652832
	Iteration 17Q: 3 clusters Score -180388.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -180396.515625 Penalty: 3630.652832
	Iteration 18Q: 3 clusters Score -180396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -180403.953125 Penalty: 3630.652832
	Iteration 19Q: 3 clusters Score -180404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -180410.781250 Penalty: 3630.652832
	Iteration 20F: 3 clusters Score -180410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -180420.000000 Penalty: 3630.652832
	Iteration 21Q: 3 clusters Score -180420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -180431.281250 Penalty: 3630.652832
	Iteration 22Q: 3 clusters Score -180431.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -180439.859375 Penalty: 3630.652832
	Iteration 23Q: 3 clusters Score -180439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -180452.625000 Penalty: 3630.652832
	Iteration 24Q: 3 clusters Score -180452.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -180466.906250 Penalty: 3630.652832
	Iteration 25Q: 3 clusters Score -180466.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -180480.234375 Penalty: 3630.652832
	Iteration 26Q: 3 clusters Score -180480.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -180493.312500 Penalty: 3630.652832
	Iteration 27Q: 3 clusters Score -180493.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -180503.187500 Penalty: 3630.652832
	Iteration 28Q: 3 clusters Score -180503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -180505.218750 Penalty: 3630.652832
	Iteration 29Q: 3 clusters Score -180505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -180506.000000 Penalty: 3630.652832
	Iteration 30Q: 3 clusters Score -180506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -180506.000000 Penalty: 3630.652832
	Iteration 31F: 3 clusters Score -180506 nChanged 0
--- Evaluating fit on full set of 3796781 points ---
Entering Unmasked Estep 
Score: -477436192.000000 Penalty: 112713.500000
23->31 Clusters: Score -477436192.000000, best is -477531168.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1265593 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 55324 members 
Mstep: Class 3 contains 55046 members 
Mstep: Class 4 contains 54889 members 
Mstep: Class 5 contains 55129 members 
Mstep: Class 6 contains 54778 members 
Mstep: Class 7 contains 55292 members 
Mstep: Class 8 contains 55024 members 
Mstep: Class 9 contains 54973 members 
Mstep: Class 10 contains 54999 members 
Mstep: Class 11 contains 55543 members 
Mstep: Class 12 contains 55104 members 
Mstep: Class 13 contains 54520 members 
Mstep: Class 14 contains 55417 members 
Mstep: Class 15 contains 54782 members 
Mstep: Class 16 contains 54455 members 
Mstep: Class 17 contains 55073 members 
Mstep: Class 18 contains 54839 members 
Mstep: Class 19 contains 55537 members 
Mstep: Class 20 contains 55037 members 
Mstep: Class 21 contains 55226 members 
Mstep: Class 22 contains 55221 members 
Mstep: Class 23 contains 54898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 492.464539 but Gain 3484.664062
Score: -150531808.000000 Penalty: 76662.531250
Iteration 0F: 23 clusters Score -1.505318e+08 nChanged 1204661
Entering Unmasked Mstep 
Mstep: Class 0 contains 2405 members 
Mstep: Class 2 contains 31077 members 
Mstep: Class 3 contains 96339 members 
Mstep: Class 4 contains 42599 members 
Mstep: Class 5 contains 41386 members 
Mstep: Class 6 contains 22651 members 
Mstep: Class 7 contains 54850 members 
Mstep: Class 8 contains 20528 members 
Mstep: Class 9 contains 38366 members 
Mstep: Class 10 contains 31051 members 
Mstep: Class 11 contains 41831 members 
Mstep: Class 12 contains 104670 members 
Mstep: Class 13 contains 31545 members 
Mstep: Class 14 contains 45592 members 
Mstep: Class 15 contains 87932 members 
Mstep: Class 16 contains 143042 members 
Mstep: Class 17 contains 12934 members 
Mstep: Class 18 contains 40750 members 
Mstep: Class 19 contains 35729 members 
Mstep: Class 20 contains 55761 members 
Mstep: Class 21 contains 41762 members 
Mstep: Class 22 contains 152649 members 
Mstep: Class 23 contains 90144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154372864.000000 Penalty: 76662.531250
Iteration 1F: 23 clusters Score -1.543729e+08 nChanged 500606
Entering Unmasked Mstep 
Mstep: Class 0 contains 1318 members 
Mstep: Class 2 contains 16799 members 
Mstep: Class 3 contains 80021 members 
Mstep: Class 4 contains 54143 members 
Mstep: Class 5 contains 39009 members 
Mstep: Class 6 contains 33895 members 
Mstep: Class 7 contains 53755 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 33301 members 
Mstep: Class 10 contains 24388 members 
Mstep: Class 11 contains 27861 members 
Mstep: Class 12 contains 72866 members 
Mstep: Class 13 contains 32895 members 
Mstep: Class 14 contains 61755 members 
Mstep: Class 15 contains 77355 members 
Mstep: Class 16 contains 196417 members 
Mstep: Class 17 contains 13285 members 
Mstep: Class 18 contains 31885 members 
Mstep: Class 19 contains 29536 members 
Mstep: Class 20 contains 62911 members 
Mstep: Class 21 contains 50569 members 
Mstep: Class 22 contains 156209 members 
Mstep: Class 23 contains 103484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155752256.000000 Penalty: 76662.531250
Iteration 2F: 23 clusters Score -1.557523e+08 nChanged 413300
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 2 contains 8602 members 
Mstep: Class 3 contains 67906 members 
Mstep: Class 4 contains 89497 members 
Mstep: Class 5 contains 26892 members 
Mstep: Class 6 contains 46960 members 
Mstep: Class 7 contains 40446 members 
Mstep: Class 8 contains 9052 members 
Mstep: Class 9 contains 32344 members 
Mstep: Class 10 contains 17595 members 
Mstep: Class 11 contains 23784 members 
Mstep: Class 12 contains 54485 members 
Mstep: Class 13 contains 36462 members 
Mstep: Class 14 contains 93199 members 
Mstep: Class 15 contains 56098 members 
Mstep: Class 16 contains 219976 members 
Mstep: Class 17 contains 9248 members 
Mstep: Class 18 contains 28763 members 
Mstep: Class 19 contains 33660 members 
Mstep: Class 20 contains 68442 members 
Mstep: Class 21 contains 60971 members 
Mstep: Class 22 contains 122885 members 
Mstep: Class 23 contains 117957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156490432.000000 Penalty: 76662.531250
Iteration 3F: 23 clusters Score -1.564904e+08 nChanged 305709
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 56320 members 
Mstep: Class 4 contains 119040 members 
Mstep: Class 5 contains 14188 members 
Mstep: Class 6 contains 46538 members 
Mstep: Class 7 contains 22730 members 
Mstep: Class 8 contains 6940 members 
Mstep: Class 9 contains 30161 members 
Mstep: Class 10 contains 14780 members 
Mstep: Class 11 contains 22954 members 
Mstep: Class 12 contains 54711 members 
Mstep: Class 13 contains 42461 members 
Mstep: Class 14 contains 116883 members 
Mstep: Class 15 contains 43897 members 
Mstep: Class 16 contains 252794 members 
Mstep: Class 17 contains 5558 members 
Mstep: Class 18 contains 24370 members 
Mstep: Class 19 contains 35741 members 
Mstep: Class 20 contains 79918 members 
Mstep: Class 21 contains 59366 members 
Mstep: Class 22 contains 97218 members 
Mstep: Class 23 contains 113343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156881712.000000 Penalty: 76662.531250
Iteration 4F: 23 clusters Score -1.568817e+08 nChanged 225923
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 45742 members 
Mstep: Class 4 contains 150781 members 
Mstep: Class 5 contains 7108 members 
Mstep: Class 6 contains 42498 members 
Mstep: Class 7 contains 13256 members 
Mstep: Class 8 contains 5591 members 
Mstep: Class 9 contains 25619 members 
Mstep: Class 10 contains 15914 members 
Mstep: Class 11 contains 25677 members 
Mstep: Class 12 contains 61687 members 
Mstep: Class 13 contains 46232 members 
Mstep: Class 14 contains 121269 members 
Mstep: Class 15 contains 36640 members 
Mstep: Class 16 contains 266460 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 19615 members 
Mstep: Class 19 contains 35915 members 
Mstep: Class 20 contains 88467 members 
Mstep: Class 21 contains 54399 members 
Mstep: Class 22 contains 91572 members 
Mstep: Class 23 contains 102651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157126208.000000 Penalty: 76662.531250
Iteration 5F: 23 clusters Score -1.571262e+08 nChanged 174201
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 4216 members 
Mstep: Class 3 contains 38089 members 
Mstep: Class 4 contains 187743 members 
Mstep: Class 5 contains 3973 members 
Mstep: Class 6 contains 39402 members 
Mstep: Class 7 contains 9694 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 19334 members 
Mstep: Class 10 contains 17481 members 
Mstep: Class 11 contains 30158 members 
Mstep: Class 12 contains 70221 members 
Mstep: Class 13 contains 48880 members 
Mstep: Class 14 contains 119028 members 
Mstep: Class 15 contains 29482 members 
Mstep: Class 16 contains 262826 members 
Mstep: Class 17 contains 3618 members 
Mstep: Class 18 contains 16034 members 
Mstep: Class 19 contains 36077 members 
Mstep: Class 20 contains 94621 members 
Mstep: Class 21 contains 48272 members 
Mstep: Class 22 contains 86803 members 
Mstep: Class 23 contains 94469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157287008.000000 Penalty: 76662.531250
Iteration 6F: 23 clusters Score -1.57287e+08 nChanged 133618
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 33576 members 
Mstep: Class 4 contains 223114 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 38147 members 
Mstep: Class 7 contains 7936 members 
Mstep: Class 8 contains 5253 members 
Mstep: Class 9 contains 13543 members 
Mstep: Class 10 contains 18247 members 
Mstep: Class 11 contains 32518 members 
Mstep: Class 12 contains 75997 members 
Mstep: Class 13 contains 50294 members 
Mstep: Class 14 contains 117571 members 
Mstep: Class 15 contains 23597 members 
Mstep: Class 16 contains 251269 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 13190 members 
Mstep: Class 19 contains 37591 members 
Mstep: Class 20 contains 99857 members 
Mstep: Class 21 contains 41748 members 
Mstep: Class 22 contains 81555 members 
Mstep: Class 23 contains 89263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157389120.000000 Penalty: 76662.531250
Iteration 7F: 23 clusters Score -1.573891e+08 nChanged 105005
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 30563 members 
Mstep: Class 4 contains 254067 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 38092 members 
Mstep: Class 7 contains 7412 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 9382 members 
Mstep: Class 10 contains 18685 members 
Mstep: Class 11 contains 33095 members 
Mstep: Class 12 contains 79050 members 
Mstep: Class 13 contains 50540 members 
Mstep: Class 14 contains 117179 members 
Mstep: Class 15 contains 19112 members 
Mstep: Class 16 contains 236737 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 11133 members 
Mstep: Class 19 contains 38928 members 
Mstep: Class 20 contains 104000 members 
Mstep: Class 21 contains 36418 members 
Mstep: Class 22 contains 76762 members 
Mstep: Class 23 contains 86537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157457696.000000 Penalty: 76662.531250
Iteration 8F: 23 clusters Score -1.574577e+08 nChanged 85860
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 6528 members 
Mstep: Class 3 contains 28274 members 
Mstep: Class 4 contains 279735 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 38709 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 5902 members 
Mstep: Class 9 contains 6821 members 
Mstep: Class 10 contains 18954 members 
Mstep: Class 11 contains 33064 members 
Mstep: Class 12 contains 80130 members 
Mstep: Class 13 contains 50242 members 
Mstep: Class 14 contains 117203 members 
Mstep: Class 15 contains 16082 members 
Mstep: Class 16 contains 221893 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 9844 members 
Mstep: Class 19 contains 40104 members 
Mstep: Class 20 contains 107127 members 
Mstep: Class 21 contains 32645 members 
Mstep: Class 22 contains 72365 members 
Mstep: Class 23 contains 84953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157505872.000000 Penalty: 76662.531250
Iteration 9F: 23 clusters Score -1.575059e+08 nChanged 72311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 7688 members 
Mstep: Class 3 contains 26480 members 
Mstep: Class 4 contains 300065 members 
Mstep: Class 5 contains 4664 members 
Mstep: Class 6 contains 39642 members 
Mstep: Class 7 contains 8248 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 19072 members 
Mstep: Class 11 contains 32876 members 
Mstep: Class 12 contains 79942 members 
Mstep: Class 13 contains 49902 members 
Mstep: Class 14 contains 117361 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 207852 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 9102 members 
Mstep: Class 19 contains 41158 members 
Mstep: Class 20 contains 109777 members 
Mstep: Class 21 contains 30169 members 
Mstep: Class 22 contains 68291 members 
Mstep: Class 23 contains 83873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157535184.000000 Penalty: 76662.531250
Iteration 10F: 23 clusters Score -1.575352e+08 nChanged 62497
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 8957 members 
Mstep: Class 3 contains 25039 members 
Mstep: Class 4 contains 314479 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 40911 members 
Mstep: Class 7 contains 9229 members 
Mstep: Class 8 contains 6425 members 
Mstep: Class 9 contains 5244 members 
Mstep: Class 10 contains 19095 members 
Mstep: Class 11 contains 32650 members 
Mstep: Class 12 contains 78916 members 
Mstep: Class 13 contains 49746 members 
Mstep: Class 14 contains 117562 members 
Mstep: Class 15 contains 13498 members 
Mstep: Class 16 contains 194700 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 8696 members 
Mstep: Class 19 contains 42088 members 
Mstep: Class 20 contains 112989 members 
Mstep: Class 21 contains 28755 members 
Mstep: Class 22 contains 64804 members 
Mstep: Class 23 contains 83076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157557408.000000 Penalty: 76662.531250
Iteration 11Q: 23 clusters Score -1.575574e+08 nChanged 51847
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 10314 members 
Mstep: Class 3 contains 23971 members 
Mstep: Class 4 contains 321446 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 42268 members 
Mstep: Class 7 contains 10547 members 
Mstep: Class 8 contains 6590 members 
Mstep: Class 9 contains 5206 members 
Mstep: Class 10 contains 19004 members 
Mstep: Class 11 contains 32441 members 
Mstep: Class 12 contains 76790 members 
Mstep: Class 13 contains 49816 members 
Mstep: Class 14 contains 117662 members 
Mstep: Class 15 contains 13359 members 
Mstep: Class 16 contains 185145 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 8501 members 
Mstep: Class 19 contains 42905 members 
Mstep: Class 20 contains 117484 members 
Mstep: Class 21 contains 28455 members 
Mstep: Class 22 contains 61633 members 
Mstep: Class 23 contains 82843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157571984.000000 Penalty: 76662.531250
Iteration 12Q: 23 clusters Score -1.57572e+08 nChanged 44136
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 23091 members 
Mstep: Class 4 contains 323489 members 
Mstep: Class 5 contains 6050 members 
Mstep: Class 6 contains 43592 members 
Mstep: Class 7 contains 12082 members 
Mstep: Class 8 contains 6740 members 
Mstep: Class 9 contains 5259 members 
Mstep: Class 10 contains 18864 members 
Mstep: Class 11 contains 32226 members 
Mstep: Class 12 contains 73903 members 
Mstep: Class 13 contains 50052 members 
Mstep: Class 14 contains 117688 members 
Mstep: Class 15 contains 13708 members 
Mstep: Class 16 contains 178519 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 8452 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 123018 members 
Mstep: Class 21 contains 28701 members 
Mstep: Class 22 contains 58683 members 
Mstep: Class 23 contains 82991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157583936.000000 Penalty: 76662.531250
Iteration 13Q: 23 clusters Score -1.575839e+08 nChanged 38604
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 12096 members 
Mstep: Class 3 contains 22345 members 
Mstep: Class 4 contains 322650 members 
Mstep: Class 5 contains 6164 members 
Mstep: Class 6 contains 44809 members 
Mstep: Class 7 contains 13767 members 
Mstep: Class 8 contains 6870 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 18659 members 
Mstep: Class 11 contains 32040 members 
Mstep: Class 12 contains 70536 members 
Mstep: Class 13 contains 50265 members 
Mstep: Class 14 contains 117673 members 
Mstep: Class 15 contains 14387 members 
Mstep: Class 16 contains 173763 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 8494 members 
Mstep: Class 19 contains 44393 members 
Mstep: Class 20 contains 129651 members 
Mstep: Class 21 contains 29112 members 
Mstep: Class 22 contains 55792 members 
Mstep: Class 23 contains 83387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157595824.000000 Penalty: 76662.531250
Iteration 14Q: 23 clusters Score -1.575958e+08 nChanged 34020
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 12495 members 
Mstep: Class 3 contains 21693 members 
Mstep: Class 4 contains 320327 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 45798 members 
Mstep: Class 7 contains 15438 members 
Mstep: Class 8 contains 7018 members 
Mstep: Class 9 contains 5431 members 
Mstep: Class 10 contains 18412 members 
Mstep: Class 11 contains 31882 members 
Mstep: Class 12 contains 66807 members 
Mstep: Class 13 contains 50499 members 
Mstep: Class 14 contains 117634 members 
Mstep: Class 15 contains 15156 members 
Mstep: Class 16 contains 170631 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 8551 members 
Mstep: Class 19 contains 45006 members 
Mstep: Class 20 contains 136598 members 
Mstep: Class 21 contains 29579 members 
Mstep: Class 22 contains 53034 members 
Mstep: Class 23 contains 83915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157606832.000000 Penalty: 76662.531250
Iteration 15Q: 23 clusters Score -1.576068e+08 nChanged 30091
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 12742 members 
Mstep: Class 3 contains 21154 members 
Mstep: Class 4 contains 317076 members 
Mstep: Class 5 contains 6368 members 
Mstep: Class 6 contains 46628 members 
Mstep: Class 7 contains 17106 members 
Mstep: Class 8 contains 7141 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 18168 members 
Mstep: Class 11 contains 31800 members 
Mstep: Class 12 contains 62896 members 
Mstep: Class 13 contains 50781 members 
Mstep: Class 14 contains 117544 members 
Mstep: Class 15 contains 15920 members 
Mstep: Class 16 contains 168690 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 8655 members 
Mstep: Class 19 contains 45555 members 
Mstep: Class 20 contains 143470 members 
Mstep: Class 21 contains 30045 members 
Mstep: Class 22 contains 50413 members 
Mstep: Class 23 contains 84468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157616272.000000 Penalty: 76662.531250
Iteration 16Q: 23 clusters Score -1.576163e+08 nChanged 26574
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 12952 members 
Mstep: Class 3 contains 20680 members 
Mstep: Class 4 contains 313318 members 
Mstep: Class 5 contains 6424 members 
Mstep: Class 6 contains 47270 members 
Mstep: Class 7 contains 18690 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 5651 members 
Mstep: Class 10 contains 17975 members 
Mstep: Class 11 contains 31733 members 
Mstep: Class 12 contains 59103 members 
Mstep: Class 13 contains 50970 members 
Mstep: Class 14 contains 117466 members 
Mstep: Class 15 contains 16596 members 
Mstep: Class 16 contains 167867 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 8746 members 
Mstep: Class 19 contains 46051 members 
Mstep: Class 20 contains 149906 members 
Mstep: Class 21 contains 30577 members 
Mstep: Class 22 contains 47873 members 
Mstep: Class 23 contains 85090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157623088.000000 Penalty: 76662.531250
Iteration 17Q: 23 clusters Score -1.576231e+08 nChanged 23893
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 13083 members 
Mstep: Class 3 contains 20235 members 
Mstep: Class 4 contains 308800 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 47756 members 
Mstep: Class 7 contains 20255 members 
Mstep: Class 8 contains 7363 members 
Mstep: Class 9 contains 5697 members 
Mstep: Class 10 contains 17824 members 
Mstep: Class 11 contains 31695 members 
Mstep: Class 12 contains 55559 members 
Mstep: Class 13 contains 51162 members 
Mstep: Class 14 contains 117370 members 
Mstep: Class 15 contains 17312 members 
Mstep: Class 16 contains 167601 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 46487 members 
Mstep: Class 20 contains 156463 members 
Mstep: Class 21 contains 31028 members 
Mstep: Class 22 contains 45555 members 
Mstep: Class 23 contains 85598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157630128.000000 Penalty: 76662.531250
Iteration 18Q: 23 clusters Score -1.576301e+08 nChanged 21869
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 13207 members 
Mstep: Class 3 contains 19841 members 
Mstep: Class 4 contains 303916 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 48130 members 
Mstep: Class 7 contains 21630 members 
Mstep: Class 8 contains 7476 members 
Mstep: Class 9 contains 5734 members 
Mstep: Class 10 contains 17703 members 
Mstep: Class 11 contains 31689 members 
Mstep: Class 12 contains 52288 members 
Mstep: Class 13 contains 51267 members 
Mstep: Class 14 contains 117253 members 
Mstep: Class 15 contains 17986 members 
Mstep: Class 16 contains 167845 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 9009 members 
Mstep: Class 19 contains 46869 members 
Mstep: Class 20 contains 162919 members 
Mstep: Class 21 contains 31378 members 
Mstep: Class 22 contains 43485 members 
Mstep: Class 23 contains 86029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157634784.000000 Penalty: 76662.531250
Iteration 19Q: 23 clusters Score -1.576348e+08 nChanged 19765
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 13334 members 
Mstep: Class 3 contains 19487 members 
Mstep: Class 4 contains 299042 members 
Mstep: Class 5 contains 6571 members 
Mstep: Class 6 contains 48393 members 
Mstep: Class 7 contains 22701 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 17632 members 
Mstep: Class 11 contains 31685 members 
Mstep: Class 12 contains 49466 members 
Mstep: Class 13 contains 51321 members 
Mstep: Class 14 contains 117129 members 
Mstep: Class 15 contains 18582 members 
Mstep: Class 16 contains 168437 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 9141 members 
Mstep: Class 19 contains 47202 members 
Mstep: Class 20 contains 169027 members 
Mstep: Class 21 contains 31633 members 
Mstep: Class 22 contains 41681 members 
Mstep: Class 23 contains 86366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157639312.000000 Penalty: 76662.531250
Iteration 20F: 23 clusters Score -1.576393e+08 nChanged 18734
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 13431 members 
Mstep: Class 3 contains 19084 members 
Mstep: Class 4 contains 294774 members 
Mstep: Class 5 contains 6615 members 
Mstep: Class 6 contains 48596 members 
Mstep: Class 7 contains 24192 members 
Mstep: Class 8 contains 7739 members 
Mstep: Class 9 contains 5826 members 
Mstep: Class 10 contains 17542 members 
Mstep: Class 11 contains 31686 members 
Mstep: Class 12 contains 46797 members 
Mstep: Class 13 contains 51334 members 
Mstep: Class 14 contains 116997 members 
Mstep: Class 15 contains 19333 members 
Mstep: Class 16 contains 168931 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 9246 members 
Mstep: Class 19 contains 47507 members 
Mstep: Class 20 contains 174129 members 
Mstep: Class 21 contains 31832 members 
Mstep: Class 22 contains 39969 members 
Mstep: Class 23 contains 86626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157643232.000000 Penalty: 76662.531250
Iteration 21Q: 23 clusters Score -1.576432e+08 nChanged 17220
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 13523 members 
Mstep: Class 3 contains 18707 members 
Mstep: Class 4 contains 291644 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 48681 members 
Mstep: Class 7 contains 25637 members 
Mstep: Class 8 contains 7868 members 
Mstep: Class 9 contains 5878 members 
Mstep: Class 10 contains 17463 members 
Mstep: Class 11 contains 31701 members 
Mstep: Class 12 contains 44397 members 
Mstep: Class 13 contains 51364 members 
Mstep: Class 14 contains 116893 members 
Mstep: Class 15 contains 19962 members 
Mstep: Class 16 contains 169448 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 9341 members 
Mstep: Class 19 contains 47782 members 
Mstep: Class 20 contains 177923 members 
Mstep: Class 21 contains 31969 members 
Mstep: Class 22 contains 38549 members 
Mstep: Class 23 contains 86822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157646000.000000 Penalty: 76662.531250
Iteration 22Q: 23 clusters Score -1.57646e+08 nChanged 15725
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 13633 members 
Mstep: Class 3 contains 18330 members 
Mstep: Class 4 contains 289467 members 
Mstep: Class 5 contains 6655 members 
Mstep: Class 6 contains 48650 members 
Mstep: Class 7 contains 27006 members 
Mstep: Class 8 contains 8003 members 
Mstep: Class 9 contains 5904 members 
Mstep: Class 10 contains 17413 members 
Mstep: Class 11 contains 31687 members 
Mstep: Class 12 contains 42308 members 
Mstep: Class 13 contains 51443 members 
Mstep: Class 14 contains 116781 members 
Mstep: Class 15 contains 20561 members 
Mstep: Class 16 contains 170039 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 9435 members 
Mstep: Class 19 contains 48041 members 
Mstep: Class 20 contains 180515 members 
Mstep: Class 21 contains 32117 members 
Mstep: Class 22 contains 37271 members 
Mstep: Class 23 contains 86926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157647712.000000 Penalty: 76662.531250
Iteration 23Q: 23 clusters Score -1.576477e+08 nChanged 14098
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 13727 members 
Mstep: Class 3 contains 17998 members 
Mstep: Class 4 contains 288062 members 
Mstep: Class 5 contains 6661 members 
Mstep: Class 6 contains 48605 members 
Mstep: Class 7 contains 28236 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 17379 members 
Mstep: Class 11 contains 31691 members 
Mstep: Class 12 contains 40459 members 
Mstep: Class 13 contains 51488 members 
Mstep: Class 14 contains 116709 members 
Mstep: Class 15 contains 21150 members 
Mstep: Class 16 contains 170627 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 9510 members 
Mstep: Class 19 contains 48282 members 
Mstep: Class 20 contains 182151 members 
Mstep: Class 21 contains 32309 members 
Mstep: Class 22 contains 36017 members 
Mstep: Class 23 contains 87091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157648672.000000 Penalty: 76662.531250
Iteration 24Q: 23 clusters Score -1.576487e+08 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 13823 members 
Mstep: Class 3 contains 17675 members 
Mstep: Class 4 contains 287084 members 
Mstep: Class 5 contains 6676 members 
Mstep: Class 6 contains 48576 members 
Mstep: Class 7 contains 29380 members 
Mstep: Class 8 contains 8210 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 17331 members 
Mstep: Class 11 contains 31694 members 
Mstep: Class 12 contains 38780 members 
Mstep: Class 13 contains 51542 members 
Mstep: Class 14 contains 116611 members 
Mstep: Class 15 contains 21638 members 
Mstep: Class 16 contains 171261 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 9605 members 
Mstep: Class 19 contains 48505 members 
Mstep: Class 20 contains 183241 members 
Mstep: Class 21 contains 32524 members 
Mstep: Class 22 contains 34884 members 
Mstep: Class 23 contains 87211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157650208.000000 Penalty: 76662.531250
Iteration 25Q: 23 clusters Score -1.576502e+08 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 17372 members 
Mstep: Class 4 contains 286568 members 
Mstep: Class 5 contains 6704 members 
Mstep: Class 6 contains 48522 members 
Mstep: Class 7 contains 30511 members 
Mstep: Class 8 contains 8295 members 
Mstep: Class 9 contains 5943 members 
Mstep: Class 10 contains 17310 members 
Mstep: Class 11 contains 31688 members 
Mstep: Class 12 contains 37347 members 
Mstep: Class 13 contains 51598 members 
Mstep: Class 14 contains 116513 members 
Mstep: Class 15 contains 22095 members 
Mstep: Class 16 contains 171823 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 9694 members 
Mstep: Class 19 contains 48709 members 
Mstep: Class 20 contains 183600 members 
Mstep: Class 21 contains 32767 members 
Mstep: Class 22 contains 33818 members 
Mstep: Class 23 contains 87381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157652768.000000 Penalty: 76662.531250
Iteration 26Q: 23 clusters Score -1.576528e+08 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 14025 members 
Mstep: Class 3 contains 17095 members 
Mstep: Class 4 contains 286500 members 
Mstep: Class 5 contains 6746 members 
Mstep: Class 6 contains 48460 members 
Mstep: Class 7 contains 31572 members 
Mstep: Class 8 contains 8369 members 
Mstep: Class 9 contains 5957 members 
Mstep: Class 10 contains 17293 members 
Mstep: Class 11 contains 31682 members 
Mstep: Class 12 contains 36096 members 
Mstep: Class 13 contains 51639 members 
Mstep: Class 14 contains 116430 members 
Mstep: Class 15 contains 22547 members 
Mstep: Class 16 contains 172277 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 9778 members 
Mstep: Class 19 contains 48869 members 
Mstep: Class 20 contains 183537 members 
Mstep: Class 21 contains 32965 members 
Mstep: Class 22 contains 32835 members 
Mstep: Class 23 contains 87515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157654208.000000 Penalty: 76662.531250
Iteration 27Q: 23 clusters Score -1.576542e+08 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 14131 members 
Mstep: Class 3 contains 16824 members 
Mstep: Class 4 contains 286788 members 
Mstep: Class 5 contains 6785 members 
Mstep: Class 6 contains 48384 members 
Mstep: Class 7 contains 32533 members 
Mstep: Class 8 contains 8448 members 
Mstep: Class 9 contains 5960 members 
Mstep: Class 10 contains 17268 members 
Mstep: Class 11 contains 31681 members 
Mstep: Class 12 contains 34933 members 
Mstep: Class 13 contains 51677 members 
Mstep: Class 14 contains 116349 members 
Mstep: Class 15 contains 23009 members 
Mstep: Class 16 contains 172716 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 9875 members 
Mstep: Class 19 contains 49037 members 
Mstep: Class 20 contains 183066 members 
Mstep: Class 21 contains 33174 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 87599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157655440.000000 Penalty: 76662.531250
Iteration 28Q: 23 clusters Score -1.576554e+08 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 287295 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 48295 members 
Mstep: Class 7 contains 33501 members 
Mstep: Class 8 contains 8495 members 
Mstep: Class 9 contains 5959 members 
Mstep: Class 10 contains 17224 members 
Mstep: Class 11 contains 31673 members 
Mstep: Class 12 contains 33938 members 
Mstep: Class 13 contains 51701 members 
Mstep: Class 14 contains 116280 members 
Mstep: Class 15 contains 23492 members 
Mstep: Class 16 contains 173045 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 9934 members 
Mstep: Class 19 contains 49207 members 
Mstep: Class 20 contains 182416 members 
Mstep: Class 21 contains 33324 members 
Mstep: Class 22 contains 31046 members 
Mstep: Class 23 contains 87702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157656192.000000 Penalty: 76662.531250
Iteration 29Q: 23 clusters Score -1.576562e+08 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 14357 members 
Mstep: Class 3 contains 16316 members 
Mstep: Class 4 contains 287992 members 
Mstep: Class 5 contains 6881 members 
Mstep: Class 6 contains 48216 members 
Mstep: Class 7 contains 34357 members 
Mstep: Class 8 contains 8548 members 
Mstep: Class 9 contains 5959 members 
Mstep: Class 10 contains 17194 members 
Mstep: Class 11 contains 31673 members 
Mstep: Class 12 contains 33080 members 
Mstep: Class 13 contains 51769 members 
Mstep: Class 14 contains 116209 members 
Mstep: Class 15 contains 23994 members 
Mstep: Class 16 contains 173262 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 10034 members 
Mstep: Class 19 contains 49358 members 
Mstep: Class 20 contains 181594 members 
Mstep: Class 21 contains 33451 members 
Mstep: Class 22 contains 30201 members 
Mstep: Class 23 contains 87738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157657056.000000 Penalty: 76662.531250
Iteration 30Q: 23 clusters Score -1.576571e+08 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 14495 members 
Mstep: Class 3 contains 16084 members 
Mstep: Class 4 contains 288754 members 
Mstep: Class 5 contains 6934 members 
Mstep: Class 6 contains 48142 members 
Mstep: Class 7 contains 35089 members 
Mstep: Class 8 contains 8595 members 
Mstep: Class 9 contains 5957 members 
Mstep: Class 10 contains 17163 members 
Mstep: Class 11 contains 31652 members 
Mstep: Class 12 contains 32298 members 
Mstep: Class 13 contains 51815 members 
Mstep: Class 14 contains 116135 members 
Mstep: Class 15 contains 24443 members 
Mstep: Class 16 contains 173493 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 10131 members 
Mstep: Class 19 contains 49527 members 
Mstep: Class 20 contains 180708 members 
Mstep: Class 21 contains 33579 members 
Mstep: Class 22 contains 29400 members 
Mstep: Class 23 contains 87793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157659248.000000 Penalty: 76662.531250
Iteration 31Q: 23 clusters Score -1.576592e+08 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 14664 members 
Mstep: Class 3 contains 15850 members 
Mstep: Class 4 contains 289664 members 
Mstep: Class 5 contains 6976 members 
Mstep: Class 6 contains 48062 members 
Mstep: Class 7 contains 35724 members 
Mstep: Class 8 contains 8636 members 
Mstep: Class 9 contains 5956 members 
Mstep: Class 10 contains 17124 members 
Mstep: Class 11 contains 31616 members 
Mstep: Class 12 contains 31606 members 
Mstep: Class 13 contains 51848 members 
Mstep: Class 14 contains 116054 members 
Mstep: Class 15 contains 24835 members 
Mstep: Class 16 contains 173701 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 49686 members 
Mstep: Class 20 contains 179674 members 
Mstep: Class 21 contains 33691 members 
Mstep: Class 22 contains 28724 members 
Mstep: Class 23 contains 87842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157660048.000000 Penalty: 76662.531250
Iteration 32Q: 23 clusters Score -1.5766e+08 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 14805 members 
Mstep: Class 3 contains 15665 members 
Mstep: Class 4 contains 290598 members 
Mstep: Class 5 contains 7029 members 
Mstep: Class 6 contains 47994 members 
Mstep: Class 7 contains 36332 members 
Mstep: Class 8 contains 8645 members 
Mstep: Class 9 contains 5951 members 
Mstep: Class 10 contains 17102 members 
Mstep: Class 11 contains 31590 members 
Mstep: Class 12 contains 31012 members 
Mstep: Class 13 contains 51879 members 
Mstep: Class 14 contains 115989 members 
Mstep: Class 15 contains 25229 members 
Mstep: Class 16 contains 173842 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 10374 members 
Mstep: Class 19 contains 49820 members 
Mstep: Class 20 contains 178622 members 
Mstep: Class 21 contains 33742 members 
Mstep: Class 22 contains 28100 members 
Mstep: Class 23 contains 87868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157660976.000000 Penalty: 76662.531250
Iteration 33Q: 23 clusters Score -1.57661e+08 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 14929 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 291450 members 
Mstep: Class 5 contains 7083 members 
Mstep: Class 6 contains 47940 members 
Mstep: Class 7 contains 36880 members 
Mstep: Class 8 contains 8663 members 
Mstep: Class 9 contains 5943 members 
Mstep: Class 10 contains 17074 members 
Mstep: Class 11 contains 31578 members 
Mstep: Class 12 contains 30508 members 
Mstep: Class 13 contains 51865 members 
Mstep: Class 14 contains 115930 members 
Mstep: Class 15 contains 25610 members 
Mstep: Class 16 contains 173906 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 10465 members 
Mstep: Class 19 contains 49940 members 
Mstep: Class 20 contains 177666 members 
Mstep: Class 21 contains 33828 members 
Mstep: Class 22 contains 27552 members 
Mstep: Class 23 contains 87887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157661200.000000 Penalty: 76662.531250
Iteration 34Q: 23 clusters Score -1.576612e+08 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 15070 members 
Mstep: Class 3 contains 15312 members 
Mstep: Class 4 contains 292249 members 
Mstep: Class 5 contains 7142 members 
Mstep: Class 6 contains 47918 members 
Mstep: Class 7 contains 37386 members 
Mstep: Class 8 contains 8686 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 17052 members 
Mstep: Class 11 contains 31558 members 
Mstep: Class 12 contains 30051 members 
Mstep: Class 13 contains 51859 members 
Mstep: Class 14 contains 115858 members 
Mstep: Class 15 contains 25993 members 
Mstep: Class 16 contains 173920 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 10586 members 
Mstep: Class 19 contains 50032 members 
Mstep: Class 20 contains 176731 members 
Mstep: Class 21 contains 33898 members 
Mstep: Class 22 contains 27054 members 
Mstep: Class 23 contains 87895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157661216.000000 Penalty: 76662.531250
Iteration 35Q: 23 clusters Score -1.576612e+08 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 15231 members 
Mstep: Class 3 contains 15130 members 
Mstep: Class 4 contains 292955 members 
Mstep: Class 5 contains 7203 members 
Mstep: Class 6 contains 47884 members 
Mstep: Class 7 contains 37891 members 
Mstep: Class 8 contains 8697 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 17032 members 
Mstep: Class 11 contains 31549 members 
Mstep: Class 12 contains 29634 members 
Mstep: Class 13 contains 51830 members 
Mstep: Class 14 contains 115784 members 
Mstep: Class 15 contains 26337 members 
Mstep: Class 16 contains 173952 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 10719 members 
Mstep: Class 19 contains 50121 members 
Mstep: Class 20 contains 175860 members 
Mstep: Class 21 contains 33979 members 
Mstep: Class 22 contains 26570 members 
Mstep: Class 23 contains 87899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157661072.000000 Penalty: 76662.531250
Iteration 36Q: 23 clusters Score -1.576611e+08 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 15401 members 
Mstep: Class 3 contains 14939 members 
Mstep: Class 4 contains 293610 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 47855 members 
Mstep: Class 7 contains 38321 members 
Mstep: Class 8 contains 8722 members 
Mstep: Class 9 contains 5932 members 
Mstep: Class 10 contains 17028 members 
Mstep: Class 11 contains 31549 members 
Mstep: Class 12 contains 29259 members 
Mstep: Class 13 contains 51814 members 
Mstep: Class 14 contains 115711 members 
Mstep: Class 15 contains 26657 members 
Mstep: Class 16 contains 173963 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 10830 members 
Mstep: Class 19 contains 50198 members 
Mstep: Class 20 contains 175019 members 
Mstep: Class 21 contains 34103 members 
Mstep: Class 22 contains 26132 members 
Mstep: Class 23 contains 87883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157661168.000000 Penalty: 76662.531250
Iteration 37Q: 23 clusters Score -1.576612e+08 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 15600 members 
Mstep: Class 3 contains 14754 members 
Mstep: Class 4 contains 294052 members 
Mstep: Class 5 contains 7325 members 
Mstep: Class 6 contains 47833 members 
Mstep: Class 7 contains 38769 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 17019 members 
Mstep: Class 11 contains 31534 members 
Mstep: Class 12 contains 28942 members 
Mstep: Class 13 contains 51810 members 
Mstep: Class 14 contains 115618 members 
Mstep: Class 15 contains 26978 members 
Mstep: Class 16 contains 173971 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 50267 members 
Mstep: Class 20 contains 174323 members 
Mstep: Class 21 contains 34206 members 
Mstep: Class 22 contains 25675 members 
Mstep: Class 23 contains 87875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157661200.000000 Penalty: 76662.531250
Iteration 38Q: 23 clusters Score -1.576612e+08 nChanged 4809
Entering ConstructFrom: 
Score: -157661200.000000 Penalty: 76662.531250
Entering ConstructFrom: 
Trying to split cluster 2 (15812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Entering Unmasked Estep 
Score: -2007752.500000 Penalty: 2397.794189
	Iteration 0F: 2 clusters Score -2007752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1996383.125000 Penalty: 4795.588379
	Iteration 0F: 3 clusters Score -1996383 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1999975.000000 Penalty: 4795.588379
	Iteration 1F: 3 clusters Score -1999975 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2000364.000000 Penalty: 4795.588379
	Iteration 2F: 3 clusters Score -2000364 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2000681.125000 Penalty: 4795.588379
	Iteration 3F: 3 clusters Score -2000681 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2000949.750000 Penalty: 4795.588379
	Iteration 4Q: 3 clusters Score -2000950 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2001211.000000 Penalty: 4795.588379
	Iteration 5Q: 3 clusters Score -2001211 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2001517.750000 Penalty: 4795.588379
	Iteration 6Q: 3 clusters Score -2001518 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2001903.375000 Penalty: 4795.588379
	Iteration 7Q: 3 clusters Score -2001903 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2002414.875000 Penalty: 4795.588379
	Iteration 8F: 3 clusters Score -2002415 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2003079.375000 Penalty: 4795.588379
	Iteration 9F: 3 clusters Score -2003079 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2003810.125000 Penalty: 4795.588379
	Iteration 10F: 3 clusters Score -2003810 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2004524.875000 Penalty: 4795.588379
	Iteration 11F: 3 clusters Score -2004525 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2005149.500000 Penalty: 4795.588379
	Iteration 12Q: 3 clusters Score -2005150 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2005608.500000 Penalty: 4795.588379
	Iteration 13Q: 3 clusters Score -2005608 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2005929.375000 Penalty: 4795.588379
	Iteration 14Q: 3 clusters Score -2005929 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2006131.500000 Penalty: 4795.588379
	Iteration 15Q: 3 clusters Score -2006132 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2006252.625000 Penalty: 4795.588379
	Iteration 16Q: 3 clusters Score -2006253 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2006317.250000 Penalty: 4795.588379
	Iteration 17Q: 3 clusters Score -2006317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2006346.125000 Penalty: 4795.588379
	Iteration 18Q: 3 clusters Score -2006346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2006361.250000 Penalty: 4795.588379
	Iteration 19Q: 3 clusters Score -2006361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2006380.875000 Penalty: 4795.588379
	Iteration 20F: 3 clusters Score -2006381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2006384.750000 Penalty: 4795.588379
	Iteration 21Q: 3 clusters Score -2006385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2006386.875000 Penalty: 4795.588379
	Iteration 22Q: 3 clusters Score -2006387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2006398.750000 Penalty: 4795.588379
	Iteration 23Q: 3 clusters Score -2006399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2006396.250000 Penalty: 4795.588379
	Iteration 24Q: 3 clusters Score -2006396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2006405.500000 Penalty: 4795.588379
	Iteration 25Q: 3 clusters Score -2006406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2006404.875000 Penalty: 4795.588379
	Iteration 26Q: 3 clusters Score -2006405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2006404.875000 Penalty: 4795.588379
	Iteration 27F: 3 clusters Score -2006405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Entering Unmasked Estep 
Score: -1618533.000000 Penalty: 2377.659668
	Iteration 0F: 2 clusters Score -1618533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1607929.750000 Penalty: 4755.319336
	Iteration 0F: 3 clusters Score -1607930 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1611642.500000 Penalty: 4755.319336
	Iteration 1F: 3 clusters Score -1611642 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1612354.000000 Penalty: 4755.319336
	Iteration 2F: 3 clusters Score -1612354 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1613005.625000 Penalty: 4755.319336
	Iteration 3F: 3 clusters Score -1613006 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1613669.000000 Penalty: 4755.319336
	Iteration 4F: 3 clusters Score -1613669 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1614431.750000 Penalty: 4755.319336
	Iteration 5F: 3 clusters Score -1614432 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1615299.375000 Penalty: 4755.319336
	Iteration 6F: 3 clusters Score -1615299 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1616275.625000 Penalty: 4755.319336
	Iteration 7F: 3 clusters Score -1616276 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1617487.625000 Penalty: 4755.319336
	Iteration 8F: 3 clusters Score -1617488 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1618807.500000 Penalty: 4755.319336
	Iteration 9F: 3 clusters Score -1618808 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1619927.750000 Penalty: 4755.319336
	Iteration 10F: 3 clusters Score -1619928 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1620559.750000 Penalty: 4755.319336
	Iteration 11Q: 3 clusters Score -1620560 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1621012.875000 Penalty: 4755.319336
	Iteration 12Q: 3 clusters Score -1621013 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1621369.000000 Penalty: 4755.319336
	Iteration 13Q: 3 clusters Score -1621369 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1621713.500000 Penalty: 4755.319336
	Iteration 14Q: 3 clusters Score -1621714 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1622047.250000 Penalty: 4755.319336
	Iteration 15Q: 3 clusters Score -1622047 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1622315.500000 Penalty: 4755.319336
	Iteration 16Q: 3 clusters Score -1622316 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1622437.500000 Penalty: 4755.319336
	Iteration 17Q: 3 clusters Score -1622438 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1622502.375000 Penalty: 4755.319336
	Iteration 18Q: 3 clusters Score -1622502 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1622534.000000 Penalty: 4755.319336
	Iteration 19Q: 3 clusters Score -1622534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1622552.750000 Penalty: 4755.319336
	Iteration 20F: 3 clusters Score -1622553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1622560.500000 Penalty: 4755.319336
	Iteration 21Q: 3 clusters Score -1622560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1622566.000000 Penalty: 4755.319336
	Iteration 22Q: 3 clusters Score -1622566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1622573.750000 Penalty: 4755.319336
	Iteration 23Q: 3 clusters Score -1622574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1622568.625000 Penalty: 4755.319336
	Iteration 24Q: 3 clusters Score -1622569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1622569.375000 Penalty: 4755.319336
	Iteration 25Q: 3 clusters Score -1622569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1622576.250000 Penalty: 4755.319336
	Iteration 26Q: 3 clusters Score -1622576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1622577.500000 Penalty: 4755.319336
	Iteration 27Q: 3 clusters Score -1622578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1622578.375000 Penalty: 4755.319336
	Iteration 28Q: 3 clusters Score -1622578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1622578.750000 Penalty: 4755.319336
	Iteration 29Q: 3 clusters Score -1622579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1622583.500000 Penalty: 4755.319336
	Iteration 30Q: 3 clusters Score -1622584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1622580.375000 Penalty: 4755.319336
	Iteration 31Q: 3 clusters Score -1622580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1622580.625000 Penalty: 4755.319336
	Iteration 32Q: 3 clusters Score -1622581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1622578.375000 Penalty: 4755.319336
	Iteration 33Q: 3 clusters Score -1622578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1622579.125000 Penalty: 4755.319336
	Iteration 34Q: 3 clusters Score -1622579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1622579.750000 Penalty: 4755.319336
	Iteration 35Q: 3 clusters Score -1622580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1622579.750000 Penalty: 4755.319336
	Iteration 36F: 3 clusters Score -1622580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 15812 members 
Mstep: Class 3 contains 9787 members 
Mstep: Class 4 contains 294350 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 47803 members 
Mstep: Class 7 contains 39157 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 17001 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 28603 members 
Mstep: Class 13 contains 51792 members 
Mstep: Class 14 contains 115499 members 
Mstep: Class 15 contains 27289 members 
Mstep: Class 16 contains 174032 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 11074 members 
Mstep: Class 19 contains 50349 members 
Mstep: Class 20 contains 173755 members 
Mstep: Class 21 contains 34332 members 
Mstep: Class 22 contains 25235 members 
Mstep: Class 23 contains 87874 members 
Entering Unmasked Estep 
Score: -157663936.000000 Penalty: 80147.195312
Splitting cluster 3 changes total score from -157661200.000000 to -157663936.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (294350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294350 members 
Entering Unmasked Estep 
Score: -37946976.000000 Penalty: 3122.946045
	Iteration 0F: 2 clusters Score -3.794698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146859 members 
Mstep: Class 2 contains 147491 members 
Entering Unmasked Estep 
Score: -37773972.000000 Penalty: 6245.892090
	Iteration 0F: 3 clusters Score -3.777397e+07 nChanged 142507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143480 members 
Mstep: Class 2 contains 150870 members 
Entering Unmasked Estep 
Score: -37858892.000000 Penalty: 6245.892090
	Iteration 1F: 3 clusters Score -3.785889e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 153471 members 
Entering Unmasked Estep 
Score: -37859976.000000 Penalty: 6245.892090
	Iteration 2Q: 3 clusters Score -3.785998e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136952 members 
Mstep: Class 2 contains 157398 members 
Entering Unmasked Estep 
Score: -37861396.000000 Penalty: 6245.892090
	Iteration 3Q: 3 clusters Score -3.78614e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 163343 members 
Entering Unmasked Estep 
Score: -37863532.000000 Penalty: 6245.892090
	Iteration 4Q: 3 clusters Score -3.786353e+07 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122380 members 
Mstep: Class 2 contains 171970 members 
Entering Unmasked Estep 
Score: -37866764.000000 Penalty: 6245.892090
	Iteration 5Q: 3 clusters Score -3.786676e+07 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110381 members 
Mstep: Class 2 contains 183969 members 
Entering Unmasked Estep 
Score: -37871792.000000 Penalty: 6245.892090
	Iteration 6Q: 3 clusters Score -3.787179e+07 nChanged 17013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 199158 members 
Entering Unmasked Estep 
Score: -37880068.000000 Penalty: 6245.892090
	Iteration 7F: 3 clusters Score -3.788007e+07 nChanged 19014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78308 members 
Mstep: Class 2 contains 216042 members 
Entering Unmasked Estep 
Score: -37892728.000000 Penalty: 6245.892090
	Iteration 8F: 3 clusters Score -3.789273e+07 nChanged 18557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 232759 members 
Entering Unmasked Estep 
Score: -37906740.000000 Penalty: 6245.892090
	Iteration 9F: 3 clusters Score -3.790674e+07 nChanged 16054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 247029 members 
Entering Unmasked Estep 
Score: -37918992.000000 Penalty: 6245.892090
	Iteration 10F: 3 clusters Score -3.791899e+07 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 257788 members 
Entering Unmasked Estep 
Score: -37927040.000000 Penalty: 6245.892090
	Iteration 11Q: 3 clusters Score -3.792704e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 265583 members 
Entering Unmasked Estep 
Score: -37932428.000000 Penalty: 6245.892090
	Iteration 12Q: 3 clusters Score -3.793243e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 271587 members 
Entering Unmasked Estep 
Score: -37935660.000000 Penalty: 6245.892090
	Iteration 13Q: 3 clusters Score -3.793566e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 276474 members 
Entering Unmasked Estep 
Score: -37937800.000000 Penalty: 6245.892090
	Iteration 14Q: 3 clusters Score -3.79378e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 280634 members 
Entering Unmasked Estep 
Score: -37939276.000000 Penalty: 6245.892090
	Iteration 15Q: 3 clusters Score -3.793928e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 283923 members 
Entering Unmasked Estep 
Score: -37940716.000000 Penalty: 6245.892090
	Iteration 16Q: 3 clusters Score -3.794072e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 286615 members 
Entering Unmasked Estep 
Score: -37942176.000000 Penalty: 6245.892090
	Iteration 17Q: 3 clusters Score -3.794218e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 288797 members 
Entering Unmasked Estep 
Score: -37943164.000000 Penalty: 6245.892090
	Iteration 18Q: 3 clusters Score -3.794316e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 290439 members 
Entering Unmasked Estep 
Score: -37943868.000000 Penalty: 6245.892090
	Iteration 19Q: 3 clusters Score -3.794387e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 291625 members 
Entering Unmasked Estep 
Score: -37944216.000000 Penalty: 6245.892090
	Iteration 20F: 3 clusters Score -3.794422e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 292438 members 
Entering Unmasked Estep 
Score: -37944384.000000 Penalty: 6245.892090
	Iteration 21Q: 3 clusters Score -3.794438e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 292936 members 
Entering Unmasked Estep 
Score: -37944492.000000 Penalty: 6245.892090
	Iteration 22Q: 3 clusters Score -3.794449e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 293226 members 
Entering Unmasked Estep 
Score: -37944568.000000 Penalty: 6245.892090
	Iteration 23Q: 3 clusters Score -3.794457e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 293403 members 
Entering Unmasked Estep 
Score: -37944524.000000 Penalty: 6245.892090
	Iteration 24Q: 3 clusters Score -3.794452e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 293523 members 
Entering Unmasked Estep 
Score: -37944500.000000 Penalty: 6245.892090
	Iteration 25Q: 3 clusters Score -3.79445e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 293595 members 
Entering Unmasked Estep 
Score: -37944552.000000 Penalty: 6245.892090
	Iteration 26Q: 3 clusters Score -3.794455e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 293653 members 
Entering Unmasked Estep 
Score: -37944536.000000 Penalty: 6245.892090
	Iteration 27Q: 3 clusters Score -3.794454e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 293692 members 
Entering Unmasked Estep 
Score: -37944480.000000 Penalty: 6245.892090
	Iteration 28Q: 3 clusters Score -3.794448e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 293710 members 
Entering Unmasked Estep 
Score: -37944480.000000 Penalty: 6245.892090
	Iteration 29Q: 3 clusters Score -3.794448e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 293729 members 
Entering Unmasked Estep 
Score: -37944512.000000 Penalty: 6245.892090
	Iteration 30Q: 3 clusters Score -3.794451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 293751 members 
Entering Unmasked Estep 
Score: -37944484.000000 Penalty: 6245.892090
	Iteration 31Q: 3 clusters Score -3.794448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 293769 members 
Entering Unmasked Estep 
Score: -37944468.000000 Penalty: 6245.892090
	Iteration 32Q: 3 clusters Score -3.794447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 293783 members 
Entering Unmasked Estep 
Score: -37944440.000000 Penalty: 6245.892090
	Iteration 33Q: 3 clusters Score -3.794444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 293799 members 
Entering Unmasked Estep 
Score: -37944464.000000 Penalty: 6245.892090
	Iteration 34Q: 3 clusters Score -3.794446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 293810 members 
Entering Unmasked Estep 
Score: -37944460.000000 Penalty: 6245.892090
	Iteration 35Q: 3 clusters Score -3.794446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 293821 members 
Entering Unmasked Estep 
Score: -37944488.000000 Penalty: 6245.892090
	Iteration 36Q: 3 clusters Score -3.794449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 293831 members 
Entering Unmasked Estep 
Score: -37944480.000000 Penalty: 6245.892090
	Iteration 37Q: 3 clusters Score -3.794448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 293841 members 
Entering Unmasked Estep 
Score: -37944492.000000 Penalty: 6245.892090
	Iteration 38Q: 3 clusters Score -3.794449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 293844 members 
Entering Unmasked Estep 
Score: -37944520.000000 Penalty: 6245.892090
	Iteration 39Q: 3 clusters Score -3.794452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 293850 members 
Entering Unmasked Estep 
Score: -37944524.000000 Penalty: 6245.892090
	Iteration 40F: 3 clusters Score -3.794452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 293854 members 
Entering Unmasked Estep 
Score: -37944520.000000 Penalty: 6245.892090
	Iteration 41Q: 3 clusters Score -3.794452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 293858 members 
Entering Unmasked Estep 
Score: -37944508.000000 Penalty: 6245.892090
	Iteration 42Q: 3 clusters Score -3.794451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 293865 members 
Entering Unmasked Estep 
Score: -37944496.000000 Penalty: 6245.892090
	Iteration 43Q: 3 clusters Score -3.79445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 293868 members 
Entering Unmasked Estep 
Score: -37944496.000000 Penalty: 6245.892090
	Iteration 44Q: 3 clusters Score -3.79445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 293874 members 
Entering Unmasked Estep 
Score: -37944500.000000 Penalty: 6245.892090
	Iteration 45Q: 3 clusters Score -3.79445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 293875 members 
Entering Unmasked Estep 
Score: -37944504.000000 Penalty: 6245.892090
	Iteration 46Q: 3 clusters Score -3.79445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 293877 members 
Entering Unmasked Estep 
Score: -37944496.000000 Penalty: 6245.892090
	Iteration 47Q: 3 clusters Score -3.79445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 293879 members 
Entering Unmasked Estep 
Score: -37944488.000000 Penalty: 6245.892090
	Iteration 48Q: 3 clusters Score -3.794449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 293881 members 
Entering Unmasked Estep 
Score: -37944504.000000 Penalty: 6245.892090
	Iteration 49Q: 3 clusters Score -3.79445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 293884 members 
Entering Unmasked Estep 
Score: -37944512.000000 Penalty: 6245.892090
	Iteration 50Q: 3 clusters Score -3.794451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 293887 members 
Entering Unmasked Estep 
Score: -37944476.000000 Penalty: 6245.892090
	Iteration 51Q: 3 clusters Score -3.794448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 293888 members 
Entering Unmasked Estep 
Score: -37944472.000000 Penalty: 6245.892090
	Iteration 52Q: 3 clusters Score -3.794447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 293893 members 
Entering Unmasked Estep 
Score: -37944492.000000 Penalty: 6245.892090
	Iteration 53Q: 3 clusters Score -3.794449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 293896 members 
Entering Unmasked Estep 
Score: -37944512.000000 Penalty: 6245.892090
	Iteration 54Q: 3 clusters Score -3.794451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 293901 members 
Entering Unmasked Estep 
Score: -37944516.000000 Penalty: 6245.892090
	Iteration 55Q: 3 clusters Score -3.794452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 293899 members 
Entering Unmasked Estep 
Score: -37944524.000000 Penalty: 6245.892090
	Iteration 56Q: 3 clusters Score -3.794452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 293898 members 
Entering Unmasked Estep 
Score: -37944512.000000 Penalty: 6245.892090
	Iteration 57Q: 3 clusters Score -3.794451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 293898 members 
Entering Unmasked Estep 
Score: -37944512.000000 Penalty: 6245.892090
	Iteration 58F: 3 clusters Score -3.794451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Entering Unmasked Estep 
Score: -870716.000000 Penalty: 2209.557373
	Iteration 0F: 2 clusters Score -870716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -864749.687500 Penalty: 4419.114746
	Iteration 0F: 3 clusters Score -864749.7 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -866551.937500 Penalty: 4419.114746
	Iteration 1F: 3 clusters Score -866551.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -867151.562500 Penalty: 4419.114746
	Iteration 2F: 3 clusters Score -867151.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -867941.750000 Penalty: 4419.114746
	Iteration 3F: 3 clusters Score -867941.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -868766.000000 Penalty: 4419.114746
	Iteration 4F: 3 clusters Score -868766 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -869426.250000 Penalty: 4419.114746
	Iteration 5F: 3 clusters Score -869426.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -869853.875000 Penalty: 4419.114746
	Iteration 6F: 3 clusters Score -869853.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -870153.875000 Penalty: 4419.114746
	Iteration 7Q: 3 clusters Score -870153.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -870340.750000 Penalty: 4419.114746
	Iteration 8Q: 3 clusters Score -870340.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -870470.250000 Penalty: 4419.114746
	Iteration 9Q: 3 clusters Score -870470.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -870550.625000 Penalty: 4419.114746
	Iteration 10Q: 3 clusters Score -870550.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -870592.875000 Penalty: 4419.114746
	Iteration 11Q: 3 clusters Score -870592.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -870604.000000 Penalty: 4419.114746
	Iteration 12Q: 3 clusters Score -870604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -870611.937500 Penalty: 4419.114746
	Iteration 13Q: 3 clusters Score -870611.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -870615.625000 Penalty: 4419.114746
	Iteration 14Q: 3 clusters Score -870615.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -870618.687500 Penalty: 4419.114746
	Iteration 15Q: 3 clusters Score -870618.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -870619.187500 Penalty: 4419.114746
	Iteration 16Q: 3 clusters Score -870619.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -870622.062500 Penalty: 4419.114746
	Iteration 17Q: 3 clusters Score -870622.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -870624.750000 Penalty: 4419.114746
	Iteration 18Q: 3 clusters Score -870624.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -870627.625000 Penalty: 4419.114746
	Iteration 19Q: 3 clusters Score -870627.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -870630.187500 Penalty: 4419.114746
	Iteration 20F: 3 clusters Score -870630.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -870631.250000 Penalty: 4419.114746
	Iteration 21Q: 3 clusters Score -870631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -870634.687500 Penalty: 4419.114746
	Iteration 22Q: 3 clusters Score -870634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -870634.750000 Penalty: 4419.114746
	Iteration 23Q: 3 clusters Score -870634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -870636.375000 Penalty: 4419.114746
	Iteration 24Q: 3 clusters Score -870636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -870635.562500 Penalty: 4419.114746
	Iteration 25Q: 3 clusters Score -870635.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -870635.562500 Penalty: 4419.114746
	Iteration 26F: 3 clusters Score -870635.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Entering Unmasked Estep 
Score: -6019224.500000 Penalty: 2672.161133
	Iteration 0F: 2 clusters Score -6019224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -5986976.500000 Penalty: 5344.322266
	Iteration 0F: 3 clusters Score -5986976 nChanged 21976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -5999719.000000 Penalty: 5344.322266
	Iteration 1F: 3 clusters Score -5999719 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -6002350.500000 Penalty: 5344.322266
	Iteration 2F: 3 clusters Score -6002350 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -6006348.500000 Penalty: 5344.322266
	Iteration 3F: 3 clusters Score -6006348 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -6010495.500000 Penalty: 5344.322266
	Iteration 4F: 3 clusters Score -6010496 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -6013668.000000 Penalty: 5344.322266
	Iteration 5F: 3 clusters Score -6013668 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -6015543.500000 Penalty: 5344.322266
	Iteration 6F: 3 clusters Score -6015544 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -6016595.500000 Penalty: 5344.322266
	Iteration 7Q: 3 clusters Score -6016596 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -6017359.500000 Penalty: 5344.322266
	Iteration 8Q: 3 clusters Score -6017360 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -6017951.500000 Penalty: 5344.322266
	Iteration 9Q: 3 clusters Score -6017952 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -6018560.000000 Penalty: 5344.322266
	Iteration 10Q: 3 clusters Score -6018560 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -6019386.000000 Penalty: 5344.322266
	Iteration 11Q: 3 clusters Score -6019386 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -6020297.000000 Penalty: 5344.322266
	Iteration 12Q: 3 clusters Score -6020297 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -6020864.500000 Penalty: 5344.322266
	Iteration 13Q: 3 clusters Score -6020864 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -6021134.500000 Penalty: 5344.322266
	Iteration 14Q: 3 clusters Score -6021134 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -6021313.500000 Penalty: 5344.322266
	Iteration 15Q: 3 clusters Score -6021314 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -6021418.000000 Penalty: 5344.322266
	Iteration 16Q: 3 clusters Score -6021418 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6021467.000000 Penalty: 5344.322266
	Iteration 17Q: 3 clusters Score -6021467 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6021496.000000 Penalty: 5344.322266
	Iteration 18Q: 3 clusters Score -6021496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6021513.000000 Penalty: 5344.322266
	Iteration 19Q: 3 clusters Score -6021513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -6021526.500000 Penalty: 5344.322266
	Iteration 20F: 3 clusters Score -6021526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -6021533.500000 Penalty: 5344.322266
	Iteration 21Q: 3 clusters Score -6021534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -6021534.000000 Penalty: 5344.322266
	Iteration 22Q: 3 clusters Score -6021534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -6021550.000000 Penalty: 5344.322266
	Iteration 23Q: 3 clusters Score -6021550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6021548.500000 Penalty: 5344.322266
	Iteration 24Q: 3 clusters Score -6021548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -6021543.000000 Penalty: 5344.322266
	Iteration 25Q: 3 clusters Score -6021543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6021552.000000 Penalty: 5344.322266
	Iteration 26Q: 3 clusters Score -6021552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -6021546.000000 Penalty: 5344.322266
	Iteration 27Q: 3 clusters Score -6021546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6021540.500000 Penalty: 5344.322266
	Iteration 28Q: 3 clusters Score -6021540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6021543.500000 Penalty: 5344.322266
	Iteration 29Q: 3 clusters Score -6021544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -6021548.000000 Penalty: 5344.322266
	Iteration 30Q: 3 clusters Score -6021548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6021540.000000 Penalty: 5344.322266
	Iteration 31Q: 3 clusters Score -6021540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6021538.000000 Penalty: 5344.322266
	Iteration 32Q: 3 clusters Score -6021538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -6021541.500000 Penalty: 5344.322266
	Iteration 33Q: 3 clusters Score -6021542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6021549.500000 Penalty: 5344.322266
	Iteration 34Q: 3 clusters Score -6021550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6021547.500000 Penalty: 5344.322266
	Iteration 35Q: 3 clusters Score -6021548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6021547.500000 Penalty: 5344.322266
	Iteration 36F: 3 clusters Score -6021548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 15812 members 
Mstep: Class 3 contains 9787 members 
Mstep: Class 4 contains 294350 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 45059 members 
Mstep: Class 7 contains 39157 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 17001 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 28603 members 
Mstep: Class 13 contains 51792 members 
Mstep: Class 14 contains 115499 members 
Mstep: Class 15 contains 27289 members 
Mstep: Class 16 contains 174032 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 11074 members 
Mstep: Class 19 contains 50349 members 
Mstep: Class 20 contains 173755 members 
Mstep: Class 21 contains 34332 members 
Mstep: Class 22 contains 25235 members 
Mstep: Class 23 contains 87874 members 
Mstep: Class 24 contains 2744 members 
Entering Unmasked Estep 
Score: -157663936.000000 Penalty: 83631.859375
Splitting cluster 6 changes total score from -157661200.000000 to -157663936.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (39157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Entering Unmasked Estep 
Score: -5033246.000000 Penalty: 2622.682861
	Iteration 0F: 2 clusters Score -5033246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -5006529.000000 Penalty: 5245.365723
	Iteration 0F: 3 clusters Score -5006529 nChanged 18057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -5016414.500000 Penalty: 5245.365723
	Iteration 1F: 3 clusters Score -5016414 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -5016942.000000 Penalty: 5245.365723
	Iteration 2Q: 3 clusters Score -5016942 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -5017497.500000 Penalty: 5245.365723
	Iteration 3Q: 3 clusters Score -5017498 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -5018139.000000 Penalty: 5245.365723
	Iteration 4Q: 3 clusters Score -5018139 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -5018898.000000 Penalty: 5245.365723
	Iteration 5Q: 3 clusters Score -5018898 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -5020218.500000 Penalty: 5245.365723
	Iteration 6Q: 3 clusters Score -5020218 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -5022144.500000 Penalty: 5245.365723
	Iteration 7F: 3 clusters Score -5022144 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -5024242.500000 Penalty: 5245.365723
	Iteration 8F: 3 clusters Score -5024242 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -5025880.500000 Penalty: 5245.365723
	Iteration 9F: 3 clusters Score -5025880 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -5027140.000000 Penalty: 5245.365723
	Iteration 10Q: 3 clusters Score -5027140 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -5028117.000000 Penalty: 5245.365723
	Iteration 11Q: 3 clusters Score -5028117 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -5028861.500000 Penalty: 5245.365723
	Iteration 12Q: 3 clusters Score -5028862 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -5029436.500000 Penalty: 5245.365723
	Iteration 13Q: 3 clusters Score -5029436 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -5029838.500000 Penalty: 5245.365723
	Iteration 14Q: 3 clusters Score -5029838 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -5030155.000000 Penalty: 5245.365723
	Iteration 15Q: 3 clusters Score -5030155 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -5030357.000000 Penalty: 5245.365723
	Iteration 16Q: 3 clusters Score -5030357 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -5030539.000000 Penalty: 5245.365723
	Iteration 17Q: 3 clusters Score -5030539 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -5030652.000000 Penalty: 5245.365723
	Iteration 18Q: 3 clusters Score -5030652 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -5030738.500000 Penalty: 5245.365723
	Iteration 19Q: 3 clusters Score -5030738 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -5030815.000000 Penalty: 5245.365723
	Iteration 20F: 3 clusters Score -5030815 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -5030888.000000 Penalty: 5245.365723
	Iteration 21Q: 3 clusters Score -5030888 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -5030946.500000 Penalty: 5245.365723
	Iteration 22Q: 3 clusters Score -5030946 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -5030980.500000 Penalty: 5245.365723
	Iteration 23Q: 3 clusters Score -5030980 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -5031009.000000 Penalty: 5245.365723
	Iteration 24Q: 3 clusters Score -5031009 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -5031053.000000 Penalty: 5245.365723
	Iteration 25Q: 3 clusters Score -5031053 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -5031084.500000 Penalty: 5245.365723
	Iteration 26Q: 3 clusters Score -5031084 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -5031109.500000 Penalty: 5245.365723
	Iteration 27Q: 3 clusters Score -5031110 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -5031132.500000 Penalty: 5245.365723
	Iteration 28Q: 3 clusters Score -5031132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -5031147.500000 Penalty: 5245.365723
	Iteration 29Q: 3 clusters Score -5031148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -5031165.500000 Penalty: 5245.365723
	Iteration 30Q: 3 clusters Score -5031166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -5031169.000000 Penalty: 5245.365723
	Iteration 31Q: 3 clusters Score -5031169 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -5031174.000000 Penalty: 5245.365723
	Iteration 32Q: 3 clusters Score -5031174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -5031185.500000 Penalty: 5245.365723
	Iteration 33Q: 3 clusters Score -5031186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -5031193.500000 Penalty: 5245.365723
	Iteration 34Q: 3 clusters Score -5031194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -5031197.500000 Penalty: 5245.365723
	Iteration 35Q: 3 clusters Score -5031198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -5031200.500000 Penalty: 5245.365723
	Iteration 36Q: 3 clusters Score -5031200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -5031203.000000 Penalty: 5245.365723
	Iteration 37Q: 3 clusters Score -5031203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -5031207.000000 Penalty: 5245.365723
	Iteration 38Q: 3 clusters Score -5031207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -5031211.000000 Penalty: 5245.365723
	Iteration 39Q: 3 clusters Score -5031211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -5031220.000000 Penalty: 5245.365723
	Iteration 40F: 3 clusters Score -5031220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -5031223.000000 Penalty: 5245.365723
	Iteration 41Q: 3 clusters Score -5031223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5031219.000000 Penalty: 5245.365723
	Iteration 42Q: 3 clusters Score -5031219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -5031221.000000 Penalty: 5245.365723
	Iteration 43Q: 3 clusters Score -5031221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -5031228.500000 Penalty: 5245.365723
	Iteration 44Q: 3 clusters Score -5031228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -5031225.500000 Penalty: 5245.365723
	Iteration 45Q: 3 clusters Score -5031226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -5031232.500000 Penalty: 5245.365723
	Iteration 46Q: 3 clusters Score -5031232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -5031235.500000 Penalty: 5245.365723
	Iteration 47Q: 3 clusters Score -5031236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -5031232.000000 Penalty: 5245.365723
	Iteration 48Q: 3 clusters Score -5031232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -5031236.500000 Penalty: 5245.365723
	Iteration 49Q: 3 clusters Score -5031236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -5031248.000000 Penalty: 5245.365723
	Iteration 50Q: 3 clusters Score -5031248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -5031252.000000 Penalty: 5245.365723
	Iteration 51Q: 3 clusters Score -5031252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -5031251.000000 Penalty: 5245.365723
	Iteration 52Q: 3 clusters Score -5031251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -5031253.000000 Penalty: 5245.365723
	Iteration 53Q: 3 clusters Score -5031253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -5031250.000000 Penalty: 5245.365723
	Iteration 54Q: 3 clusters Score -5031250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -5031250.000000 Penalty: 5245.365723
	Iteration 55Q: 3 clusters Score -5031250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5031255.000000 Penalty: 5245.365723
	Iteration 56Q: 3 clusters Score -5031255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -5031252.500000 Penalty: 5245.365723
	Iteration 57Q: 3 clusters Score -5031252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -5031255.000000 Penalty: 5245.365723
	Iteration 58Q: 3 clusters Score -5031255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -5031259.500000 Penalty: 5245.365723
	Iteration 59Q: 3 clusters Score -5031260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -5031257.000000 Penalty: 5245.365723
	Iteration 60F: 3 clusters Score -5031257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -5031255.000000 Penalty: 5245.365723
	Iteration 61Q: 3 clusters Score -5031255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -5031255.500000 Penalty: 5245.365723
	Iteration 62Q: 3 clusters Score -5031256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5031265.000000 Penalty: 5245.365723
	Iteration 63Q: 3 clusters Score -5031265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -5031259.500000 Penalty: 5245.365723
	Iteration 64Q: 3 clusters Score -5031260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -5031262.000000 Penalty: 5245.365723
	Iteration 65Q: 3 clusters Score -5031262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -5031263.000000 Penalty: 5245.365723
	Iteration 66Q: 3 clusters Score -5031263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -5031262.000000 Penalty: 5245.365723
	Iteration 67Q: 3 clusters Score -5031262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -5031264.000000 Penalty: 5245.365723
	Iteration 68Q: 3 clusters Score -5031264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -5031266.000000 Penalty: 5245.365723
	Iteration 69Q: 3 clusters Score -5031266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5031267.000000 Penalty: 5245.365723
	Iteration 70Q: 3 clusters Score -5031267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5031271.500000 Penalty: 5245.365723
	Iteration 71Q: 3 clusters Score -5031272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -5031280.000000 Penalty: 5245.365723
	Iteration 72Q: 3 clusters Score -5031280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -5031287.500000 Penalty: 5245.365723
	Iteration 73Q: 3 clusters Score -5031288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -5031282.500000 Penalty: 5245.365723
	Iteration 74Q: 3 clusters Score -5031282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -5031284.000000 Penalty: 5245.365723
	Iteration 75Q: 3 clusters Score -5031284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -5031285.500000 Penalty: 5245.365723
	Iteration 76Q: 3 clusters Score -5031286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -5031285.000000 Penalty: 5245.365723
	Iteration 77Q: 3 clusters Score -5031285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -5031292.000000 Penalty: 5245.365723
	Iteration 78Q: 3 clusters Score -5031292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -5031290.000000 Penalty: 5245.365723
	Iteration 79Q: 3 clusters Score -5031290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -5031295.500000 Penalty: 5245.365723
	Iteration 80F: 3 clusters Score -5031296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -5031292.500000 Penalty: 5245.365723
	Iteration 81Q: 3 clusters Score -5031292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -5031292.500000 Penalty: 5245.365723
	Iteration 82Q: 3 clusters Score -5031292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -5031290.500000 Penalty: 5245.365723
	Iteration 83Q: 3 clusters Score -5031290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -5031286.000000 Penalty: 5245.365723
	Iteration 84Q: 3 clusters Score -5031286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -5031290.000000 Penalty: 5245.365723
	Iteration 85Q: 3 clusters Score -5031290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -5031293.500000 Penalty: 5245.365723
	Iteration 86Q: 3 clusters Score -5031294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -5031298.500000 Penalty: 5245.365723
	Iteration 87Q: 3 clusters Score -5031298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -5031297.500000 Penalty: 5245.365723
	Iteration 88Q: 3 clusters Score -5031298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -5031299.500000 Penalty: 5245.365723
	Iteration 89Q: 3 clusters Score -5031300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -5031305.000000 Penalty: 5245.365723
	Iteration 90Q: 3 clusters Score -5031305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -5031301.000000 Penalty: 5245.365723
	Iteration 91Q: 3 clusters Score -5031301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -5031303.000000 Penalty: 5245.365723
	Iteration 92Q: 3 clusters Score -5031303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -5031305.500000 Penalty: 5245.365723
	Iteration 93Q: 3 clusters Score -5031306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -5031310.500000 Penalty: 5245.365723
	Iteration 94Q: 3 clusters Score -5031310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -5031309.000000 Penalty: 5245.365723
	Iteration 95Q: 3 clusters Score -5031309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -5031308.500000 Penalty: 5245.365723
	Iteration 96Q: 3 clusters Score -5031308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -5031311.500000 Penalty: 5245.365723
	Iteration 97Q: 3 clusters Score -5031312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -5031310.000000 Penalty: 5245.365723
	Iteration 98Q: 3 clusters Score -5031310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -5031313.000000 Penalty: 5245.365723
	Iteration 99Q: 3 clusters Score -5031313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -5031313.000000 Penalty: 5245.365723
	Iteration 100F: 3 clusters Score -5031313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -5031313.000000 Penalty: 5245.365723
	Iteration 101Q: 3 clusters Score -5031313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -5031313.000000 Penalty: 5245.365723
	Iteration 102F: 3 clusters Score -5031313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Entering Unmasked Estep 
Score: -1056282.250000 Penalty: 2252.518066
	Iteration 0F: 2 clusters Score -1056282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1049448.000000 Penalty: 4505.036133
	Iteration 0F: 3 clusters Score -1049448 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1051679.250000 Penalty: 4505.036133
	Iteration 1F: 3 clusters Score -1051679 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1052165.125000 Penalty: 4505.036133
	Iteration 2F: 3 clusters Score -1052165 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1052494.625000 Penalty: 4505.036133
	Iteration 3F: 3 clusters Score -1052495 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1052750.375000 Penalty: 4505.036133
	Iteration 4F: 3 clusters Score -1052750 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1052954.375000 Penalty: 4505.036133
	Iteration 5Q: 3 clusters Score -1052954 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1053169.625000 Penalty: 4505.036133
	Iteration 6Q: 3 clusters Score -1053170 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1053418.375000 Penalty: 4505.036133
	Iteration 7Q: 3 clusters Score -1053418 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1053702.375000 Penalty: 4505.036133
	Iteration 8Q: 3 clusters Score -1053702 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1054007.875000 Penalty: 4505.036133
	Iteration 9Q: 3 clusters Score -1054008 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1054306.250000 Penalty: 4505.036133
	Iteration 10Q: 3 clusters Score -1054306 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1054586.250000 Penalty: 4505.036133
	Iteration 11Q: 3 clusters Score -1054586 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1054805.875000 Penalty: 4505.036133
	Iteration 12Q: 3 clusters Score -1054806 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1054954.125000 Penalty: 4505.036133
	Iteration 13Q: 3 clusters Score -1054954 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1055087.500000 Penalty: 4505.036133
	Iteration 14Q: 3 clusters Score -1055088 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1055175.250000 Penalty: 4505.036133
	Iteration 15Q: 3 clusters Score -1055175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1055223.750000 Penalty: 4505.036133
	Iteration 16Q: 3 clusters Score -1055224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1055264.250000 Penalty: 4505.036133
	Iteration 17Q: 3 clusters Score -1055264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1055296.500000 Penalty: 4505.036133
	Iteration 18Q: 3 clusters Score -1055296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1055320.125000 Penalty: 4505.036133
	Iteration 19Q: 3 clusters Score -1055320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1055341.000000 Penalty: 4505.036133
	Iteration 20F: 3 clusters Score -1055341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1055359.000000 Penalty: 4505.036133
	Iteration 21Q: 3 clusters Score -1055359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1055374.250000 Penalty: 4505.036133
	Iteration 22Q: 3 clusters Score -1055374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1055380.625000 Penalty: 4505.036133
	Iteration 23Q: 3 clusters Score -1055381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1055385.125000 Penalty: 4505.036133
	Iteration 24Q: 3 clusters Score -1055385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1055385.875000 Penalty: 4505.036133
	Iteration 25Q: 3 clusters Score -1055386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1055385.875000 Penalty: 4505.036133
	Iteration 26F: 3 clusters Score -1055386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Entering Unmasked Estep 
Score: -747798.250000 Penalty: 2154.611084
	Iteration 0F: 2 clusters Score -747798.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -742699.187500 Penalty: 4309.222168
	Iteration 0F: 3 clusters Score -742699.2 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -744068.125000 Penalty: 4309.222168
	Iteration 1F: 3 clusters Score -744068.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -744416.062500 Penalty: 4309.222168
	Iteration 2F: 3 clusters Score -744416.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -744727.500000 Penalty: 4309.222168
	Iteration 3F: 3 clusters Score -744727.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -745048.000000 Penalty: 4309.222168
	Iteration 4F: 3 clusters Score -745048 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -745330.187500 Penalty: 4309.222168
	Iteration 5F: 3 clusters Score -745330.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -745547.500000 Penalty: 4309.222168
	Iteration 6Q: 3 clusters Score -745547.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -745704.625000 Penalty: 4309.222168
	Iteration 7Q: 3 clusters Score -745704.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -745793.000000 Penalty: 4309.222168
	Iteration 8Q: 3 clusters Score -745793 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -745870.375000 Penalty: 4309.222168
	Iteration 9Q: 3 clusters Score -745870.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -745930.187500 Penalty: 4309.222168
	Iteration 10Q: 3 clusters Score -745930.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -745970.625000 Penalty: 4309.222168
	Iteration 11Q: 3 clusters Score -745970.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -745990.062500 Penalty: 4309.222168
	Iteration 12Q: 3 clusters Score -745990.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -746007.812500 Penalty: 4309.222168
	Iteration 13Q: 3 clusters Score -746007.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -746024.750000 Penalty: 4309.222168
	Iteration 14Q: 3 clusters Score -746024.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -746036.312500 Penalty: 4309.222168
	Iteration 15Q: 3 clusters Score -746036.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -746043.437500 Penalty: 4309.222168
	Iteration 16Q: 3 clusters Score -746043.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -746049.437500 Penalty: 4309.222168
	Iteration 17Q: 3 clusters Score -746049.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -746053.625000 Penalty: 4309.222168
	Iteration 18Q: 3 clusters Score -746053.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -746057.187500 Penalty: 4309.222168
	Iteration 19Q: 3 clusters Score -746057.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -746059.500000 Penalty: 4309.222168
	Iteration 20F: 3 clusters Score -746059.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -746065.125000 Penalty: 4309.222168
	Iteration 21Q: 3 clusters Score -746065.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -746067.125000 Penalty: 4309.222168
	Iteration 22Q: 3 clusters Score -746067.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -746070.562500 Penalty: 4309.222168
	Iteration 23Q: 3 clusters Score -746070.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -746072.500000 Penalty: 4309.222168
	Iteration 24Q: 3 clusters Score -746072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -746072.437500 Penalty: 4309.222168
	Iteration 25Q: 3 clusters Score -746072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -746072.875000 Penalty: 4309.222168
	Iteration 26Q: 3 clusters Score -746072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -746075.562500 Penalty: 4309.222168
	Iteration 27Q: 3 clusters Score -746075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -746076.625000 Penalty: 4309.222168
	Iteration 28Q: 3 clusters Score -746076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -746076.687500 Penalty: 4309.222168
	Iteration 29Q: 3 clusters Score -746076.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -746079.062500 Penalty: 4309.222168
	Iteration 30Q: 3 clusters Score -746079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -746078.500000 Penalty: 4309.222168
	Iteration 31Q: 3 clusters Score -746078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -746080.000000 Penalty: 4309.222168
	Iteration 32Q: 3 clusters Score -746080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -746079.250000 Penalty: 4309.222168
	Iteration 33Q: 3 clusters Score -746079.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -746081.312500 Penalty: 4309.222168
	Iteration 34Q: 3 clusters Score -746081.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -746080.562500 Penalty: 4309.222168
	Iteration 35Q: 3 clusters Score -746080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -746080.437500 Penalty: 4309.222168
	Iteration 36Q: 3 clusters Score -746080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -746083.187500 Penalty: 4309.222168
	Iteration 37Q: 3 clusters Score -746083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -746083.187500 Penalty: 4309.222168
	Iteration 38Q: 3 clusters Score -746083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -746083.187500 Penalty: 4309.222168
	Iteration 39Q: 3 clusters Score -746083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -746083.187500 Penalty: 4309.222168
	Iteration 40F: 3 clusters Score -746083.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Entering Unmasked Estep 
Score: -2119166.000000 Penalty: 2415.774902
	Iteration 0F: 2 clusters Score -2119166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2107134.000000 Penalty: 4831.549805
	Iteration 0F: 3 clusters Score -2107134 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2111248.500000 Penalty: 4831.549805
	Iteration 1F: 3 clusters Score -2111248 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2111826.500000 Penalty: 4831.549805
	Iteration 2F: 3 clusters Score -2111826 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2112456.750000 Penalty: 4831.549805
	Iteration 3F: 3 clusters Score -2112457 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2113295.500000 Penalty: 4831.549805
	Iteration 4F: 3 clusters Score -2113296 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2114200.000000 Penalty: 4831.549805
	Iteration 5F: 3 clusters Score -2114200 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2115090.500000 Penalty: 4831.549805
	Iteration 6F: 3 clusters Score -2115090 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2115776.000000 Penalty: 4831.549805
	Iteration 7F: 3 clusters Score -2115776 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2116232.500000 Penalty: 4831.549805
	Iteration 8Q: 3 clusters Score -2116232 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2116485.750000 Penalty: 4831.549805
	Iteration 9Q: 3 clusters Score -2116486 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2116646.750000 Penalty: 4831.549805
	Iteration 10Q: 3 clusters Score -2116647 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2116763.750000 Penalty: 4831.549805
	Iteration 11Q: 3 clusters Score -2116764 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2116851.500000 Penalty: 4831.549805
	Iteration 12Q: 3 clusters Score -2116852 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2116900.500000 Penalty: 4831.549805
	Iteration 13Q: 3 clusters Score -2116900 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2116942.750000 Penalty: 4831.549805
	Iteration 14Q: 3 clusters Score -2116943 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2116964.000000 Penalty: 4831.549805
	Iteration 15Q: 3 clusters Score -2116964 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2116982.000000 Penalty: 4831.549805
	Iteration 16Q: 3 clusters Score -2116982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2116997.750000 Penalty: 4831.549805
	Iteration 17Q: 3 clusters Score -2116998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2117013.500000 Penalty: 4831.549805
	Iteration 18Q: 3 clusters Score -2117014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2117030.750000 Penalty: 4831.549805
	Iteration 19Q: 3 clusters Score -2117031 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2117042.750000 Penalty: 4831.549805
	Iteration 20F: 3 clusters Score -2117043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2117038.500000 Penalty: 4831.549805
	Iteration 21Q: 3 clusters Score -2117038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2117043.500000 Penalty: 4831.549805
	Iteration 22Q: 3 clusters Score -2117044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2117050.750000 Penalty: 4831.549805
	Iteration 23Q: 3 clusters Score -2117051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2117051.500000 Penalty: 4831.549805
	Iteration 24Q: 3 clusters Score -2117052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2117059.500000 Penalty: 4831.549805
	Iteration 25Q: 3 clusters Score -2117060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2117069.250000 Penalty: 4831.549805
	Iteration 26Q: 3 clusters Score -2117069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2117075.500000 Penalty: 4831.549805
	Iteration 27Q: 3 clusters Score -2117076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2117078.250000 Penalty: 4831.549805
	Iteration 28Q: 3 clusters Score -2117078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2117086.250000 Penalty: 4831.549805
	Iteration 29Q: 3 clusters Score -2117086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2117091.250000 Penalty: 4831.549805
	Iteration 30Q: 3 clusters Score -2117091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2117088.250000 Penalty: 4831.549805
	Iteration 31Q: 3 clusters Score -2117088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2117094.750000 Penalty: 4831.549805
	Iteration 32Q: 3 clusters Score -2117095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2117103.000000 Penalty: 4831.549805
	Iteration 33Q: 3 clusters Score -2117103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2117105.250000 Penalty: 4831.549805
	Iteration 34Q: 3 clusters Score -2117105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2117107.750000 Penalty: 4831.549805
	Iteration 35Q: 3 clusters Score -2117108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2117112.250000 Penalty: 4831.549805
	Iteration 36Q: 3 clusters Score -2117112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2117118.500000 Penalty: 4831.549805
	Iteration 37Q: 3 clusters Score -2117118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2117122.750000 Penalty: 4831.549805
	Iteration 38Q: 3 clusters Score -2117123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2117130.750000 Penalty: 4831.549805
	Iteration 39Q: 3 clusters Score -2117131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2117133.250000 Penalty: 4831.549805
	Iteration 40F: 3 clusters Score -2117133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2117132.500000 Penalty: 4831.549805
	Iteration 41Q: 3 clusters Score -2117132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2117141.250000 Penalty: 4831.549805
	Iteration 42Q: 3 clusters Score -2117141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2117142.500000 Penalty: 4831.549805
	Iteration 43Q: 3 clusters Score -2117142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2117147.750000 Penalty: 4831.549805
	Iteration 44Q: 3 clusters Score -2117148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2117148.000000 Penalty: 4831.549805
	Iteration 45Q: 3 clusters Score -2117148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2117147.000000 Penalty: 4831.549805
	Iteration 46Q: 3 clusters Score -2117147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2117147.500000 Penalty: 4831.549805
	Iteration 47Q: 3 clusters Score -2117148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2117156.250000 Penalty: 4831.549805
	Iteration 48Q: 3 clusters Score -2117156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2117159.250000 Penalty: 4831.549805
	Iteration 49Q: 3 clusters Score -2117159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2117161.750000 Penalty: 4831.549805
	Iteration 50Q: 3 clusters Score -2117162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2117165.000000 Penalty: 4831.549805
	Iteration 51Q: 3 clusters Score -2117165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2117169.500000 Penalty: 4831.549805
	Iteration 52Q: 3 clusters Score -2117170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2117171.000000 Penalty: 4831.549805
	Iteration 53Q: 3 clusters Score -2117171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2117176.750000 Penalty: 4831.549805
	Iteration 54Q: 3 clusters Score -2117177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2117180.500000 Penalty: 4831.549805
	Iteration 55Q: 3 clusters Score -2117180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2117183.500000 Penalty: 4831.549805
	Iteration 56Q: 3 clusters Score -2117184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2117182.500000 Penalty: 4831.549805
	Iteration 57Q: 3 clusters Score -2117182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2117181.500000 Penalty: 4831.549805
	Iteration 58Q: 3 clusters Score -2117182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2117184.500000 Penalty: 4831.549805
	Iteration 59Q: 3 clusters Score -2117184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2117190.500000 Penalty: 4831.549805
	Iteration 60F: 3 clusters Score -2117190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2117194.250000 Penalty: 4831.549805
	Iteration 61Q: 3 clusters Score -2117194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2117199.250000 Penalty: 4831.549805
	Iteration 62Q: 3 clusters Score -2117199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2117200.500000 Penalty: 4831.549805
	Iteration 63Q: 3 clusters Score -2117200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2117205.000000 Penalty: 4831.549805
	Iteration 64Q: 3 clusters Score -2117205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2117211.250000 Penalty: 4831.549805
	Iteration 65Q: 3 clusters Score -2117211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2117211.250000 Penalty: 4831.549805
	Iteration 66Q: 3 clusters Score -2117211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2117216.250000 Penalty: 4831.549805
	Iteration 67Q: 3 clusters Score -2117216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2117222.750000 Penalty: 4831.549805
	Iteration 68Q: 3 clusters Score -2117223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2117221.500000 Penalty: 4831.549805
	Iteration 69Q: 3 clusters Score -2117222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2117231.750000 Penalty: 4831.549805
	Iteration 70Q: 3 clusters Score -2117232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2117233.250000 Penalty: 4831.549805
	Iteration 71Q: 3 clusters Score -2117233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2117236.000000 Penalty: 4831.549805
	Iteration 72Q: 3 clusters Score -2117236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2117242.750000 Penalty: 4831.549805
	Iteration 73Q: 3 clusters Score -2117243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2117242.500000 Penalty: 4831.549805
	Iteration 74Q: 3 clusters Score -2117242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2117240.000000 Penalty: 4831.549805
	Iteration 75Q: 3 clusters Score -2117240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2117241.500000 Penalty: 4831.549805
	Iteration 76Q: 3 clusters Score -2117242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2117248.250000 Penalty: 4831.549805
	Iteration 77Q: 3 clusters Score -2117248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2117245.000000 Penalty: 4831.549805
	Iteration 78Q: 3 clusters Score -2117245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2117246.500000 Penalty: 4831.549805
	Iteration 79Q: 3 clusters Score -2117246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2117244.250000 Penalty: 4831.549805
	Iteration 80F: 3 clusters Score -2117244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2117248.000000 Penalty: 4831.549805
	Iteration 81Q: 3 clusters Score -2117248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2117246.500000 Penalty: 4831.549805
	Iteration 82Q: 3 clusters Score -2117246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2117247.500000 Penalty: 4831.549805
	Iteration 83Q: 3 clusters Score -2117248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2117243.500000 Penalty: 4831.549805
	Iteration 84Q: 3 clusters Score -2117244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2117246.250000 Penalty: 4831.549805
	Iteration 85Q: 3 clusters Score -2117246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2117247.500000 Penalty: 4831.549805
	Iteration 86Q: 3 clusters Score -2117248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2117249.000000 Penalty: 4831.549805
	Iteration 87Q: 3 clusters Score -2117249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2117247.750000 Penalty: 4831.549805
	Iteration 88Q: 3 clusters Score -2117248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2117249.000000 Penalty: 4831.549805
	Iteration 89Q: 3 clusters Score -2117249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2117248.750000 Penalty: 4831.549805
	Iteration 90Q: 3 clusters Score -2117249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2117251.500000 Penalty: 4831.549805
	Iteration 91Q: 3 clusters Score -2117252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2117258.750000 Penalty: 4831.549805
	Iteration 92Q: 3 clusters Score -2117259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2117259.000000 Penalty: 4831.549805
	Iteration 93Q: 3 clusters Score -2117259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2117259.250000 Penalty: 4831.549805
	Iteration 94Q: 3 clusters Score -2117259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2117256.750000 Penalty: 4831.549805
	Iteration 95Q: 3 clusters Score -2117257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2117258.000000 Penalty: 4831.549805
	Iteration 96Q: 3 clusters Score -2117258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2117252.000000 Penalty: 4831.549805
	Iteration 97Q: 3 clusters Score -2117252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2117253.500000 Penalty: 4831.549805
	Iteration 98Q: 3 clusters Score -2117254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2117253.500000 Penalty: 4831.549805
	Iteration 99F: 3 clusters Score -2117254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Entering Unmasked Estep 
Score: -3954976.000000 Penalty: 2568.877686
	Iteration 0F: 2 clusters Score -3954976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3933332.000000 Penalty: 5137.755371
	Iteration 0F: 3 clusters Score -3933332 nChanged 14273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3941197.750000 Penalty: 5137.755371
	Iteration 1F: 3 clusters Score -3941198 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3941778.250000 Penalty: 5137.755371
	Iteration 2F: 3 clusters Score -3941778 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3942278.750000 Penalty: 5137.755371
	Iteration 3Q: 3 clusters Score -3942279 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3942755.000000 Penalty: 5137.755371
	Iteration 4Q: 3 clusters Score -3942755 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3943273.250000 Penalty: 5137.755371
	Iteration 5Q: 3 clusters Score -3943273 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3943842.750000 Penalty: 5137.755371
	Iteration 6Q: 3 clusters Score -3943843 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3944457.250000 Penalty: 5137.755371
	Iteration 7Q: 3 clusters Score -3944457 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3945277.250000 Penalty: 5137.755371
	Iteration 8Q: 3 clusters Score -3945277 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3946251.250000 Penalty: 5137.755371
	Iteration 9F: 3 clusters Score -3946251 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3947342.000000 Penalty: 5137.755371
	Iteration 10F: 3 clusters Score -3947342 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3948392.000000 Penalty: 5137.755371
	Iteration 11F: 3 clusters Score -3948392 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3949241.250000 Penalty: 5137.755371
	Iteration 12Q: 3 clusters Score -3949241 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3949858.000000 Penalty: 5137.755371
	Iteration 13Q: 3 clusters Score -3949858 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3950285.250000 Penalty: 5137.755371
	Iteration 14Q: 3 clusters Score -3950285 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3950563.750000 Penalty: 5137.755371
	Iteration 15Q: 3 clusters Score -3950564 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3950776.000000 Penalty: 5137.755371
	Iteration 16Q: 3 clusters Score -3950776 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3950923.500000 Penalty: 5137.755371
	Iteration 17Q: 3 clusters Score -3950924 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3951030.250000 Penalty: 5137.755371
	Iteration 18Q: 3 clusters Score -3951030 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -3951116.500000 Penalty: 5137.755371
	Iteration 19Q: 3 clusters Score -3951116 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -3951190.000000 Penalty: 5137.755371
	Iteration 20F: 3 clusters Score -3951190 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -3951241.500000 Penalty: 5137.755371
	Iteration 21Q: 3 clusters Score -3951242 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3951311.250000 Penalty: 5137.755371
	Iteration 22Q: 3 clusters Score -3951311 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3951372.500000 Penalty: 5137.755371
	Iteration 23Q: 3 clusters Score -3951372 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3951434.000000 Penalty: 5137.755371
	Iteration 24Q: 3 clusters Score -3951434 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3951496.750000 Penalty: 5137.755371
	Iteration 25Q: 3 clusters Score -3951497 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3951566.250000 Penalty: 5137.755371
	Iteration 26Q: 3 clusters Score -3951566 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -3951660.500000 Penalty: 5137.755371
	Iteration 27Q: 3 clusters Score -3951660 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3951752.250000 Penalty: 5137.755371
	Iteration 28Q: 3 clusters Score -3951752 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -3951830.250000 Penalty: 5137.755371
	Iteration 29Q: 3 clusters Score -3951830 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3951897.500000 Penalty: 5137.755371
	Iteration 30Q: 3 clusters Score -3951898 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3951993.250000 Penalty: 5137.755371
	Iteration 31Q: 3 clusters Score -3951993 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3952067.000000 Penalty: 5137.755371
	Iteration 32Q: 3 clusters Score -3952067 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3952136.750000 Penalty: 5137.755371
	Iteration 33Q: 3 clusters Score -3952137 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3952230.750000 Penalty: 5137.755371
	Iteration 34Q: 3 clusters Score -3952231 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3952326.500000 Penalty: 5137.755371
	Iteration 35Q: 3 clusters Score -3952326 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3952432.750000 Penalty: 5137.755371
	Iteration 36Q: 3 clusters Score -3952433 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3952517.500000 Penalty: 5137.755371
	Iteration 37Q: 3 clusters Score -3952518 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3952607.750000 Penalty: 5137.755371
	Iteration 38Q: 3 clusters Score -3952608 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3952690.500000 Penalty: 5137.755371
	Iteration 39Q: 3 clusters Score -3952690 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3952730.500000 Penalty: 5137.755371
	Iteration 40F: 3 clusters Score -3952730 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3952795.750000 Penalty: 5137.755371
	Iteration 41Q: 3 clusters Score -3952796 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3952826.500000 Penalty: 5137.755371
	Iteration 42Q: 3 clusters Score -3952826 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3952849.500000 Penalty: 5137.755371
	Iteration 43Q: 3 clusters Score -3952850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3952876.500000 Penalty: 5137.755371
	Iteration 44Q: 3 clusters Score -3952876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3952898.750000 Penalty: 5137.755371
	Iteration 45Q: 3 clusters Score -3952899 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3952916.250000 Penalty: 5137.755371
	Iteration 46Q: 3 clusters Score -3952916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3952928.750000 Penalty: 5137.755371
	Iteration 47Q: 3 clusters Score -3952929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3952947.250000 Penalty: 5137.755371
	Iteration 48Q: 3 clusters Score -3952947 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3952974.750000 Penalty: 5137.755371
	Iteration 49Q: 3 clusters Score -3952975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3952986.250000 Penalty: 5137.755371
	Iteration 50Q: 3 clusters Score -3952986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3953003.500000 Penalty: 5137.755371
	Iteration 51Q: 3 clusters Score -3953004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3953011.500000 Penalty: 5137.755371
	Iteration 52Q: 3 clusters Score -3953012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3953007.000000 Penalty: 5137.755371
	Iteration 53Q: 3 clusters Score -3953007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3953024.750000 Penalty: 5137.755371
	Iteration 54Q: 3 clusters Score -3953025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3953029.000000 Penalty: 5137.755371
	Iteration 55Q: 3 clusters Score -3953029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3953039.250000 Penalty: 5137.755371
	Iteration 56Q: 3 clusters Score -3953039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3953051.000000 Penalty: 5137.755371
	Iteration 57Q: 3 clusters Score -3953051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3953044.250000 Penalty: 5137.755371
	Iteration 58Q: 3 clusters Score -3953044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3953057.000000 Penalty: 5137.755371
	Iteration 59Q: 3 clusters Score -3953057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3953053.500000 Penalty: 5137.755371
	Iteration 60F: 3 clusters Score -3953054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3953049.500000 Penalty: 5137.755371
	Iteration 61Q: 3 clusters Score -3953050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3953051.250000 Penalty: 5137.755371
	Iteration 62Q: 3 clusters Score -3953051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3953050.250000 Penalty: 5137.755371
	Iteration 63Q: 3 clusters Score -3953050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3953056.250000 Penalty: 5137.755371
	Iteration 64Q: 3 clusters Score -3953056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3953057.000000 Penalty: 5137.755371
	Iteration 65Q: 3 clusters Score -3953057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3953056.750000 Penalty: 5137.755371
	Iteration 66Q: 3 clusters Score -3953057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3953060.500000 Penalty: 5137.755371
	Iteration 67Q: 3 clusters Score -3953060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3953060.500000 Penalty: 5137.755371
	Iteration 68Q: 3 clusters Score -3953060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3953059.750000 Penalty: 5137.755371
	Iteration 69Q: 3 clusters Score -3953060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3953057.500000 Penalty: 5137.755371
	Iteration 70Q: 3 clusters Score -3953058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3953057.250000 Penalty: 5137.755371
	Iteration 71Q: 3 clusters Score -3953057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3953054.500000 Penalty: 5137.755371
	Iteration 72Q: 3 clusters Score -3953054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3953054.750000 Penalty: 5137.755371
	Iteration 73Q: 3 clusters Score -3953055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3953054.750000 Penalty: 5137.755371
	Iteration 74F: 3 clusters Score -3953055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Entering Unmasked Estep 
Score: -3411509.750000 Penalty: 2544.794189
	Iteration 0F: 2 clusters Score -3411510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3391788.500000 Penalty: 5089.588379
	Iteration 0F: 3 clusters Score -3391788 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3399130.250000 Penalty: 5089.588379
	Iteration 1F: 3 clusters Score -3399130 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -3400136.500000 Penalty: 5089.588379
	Iteration 2F: 3 clusters Score -3400136 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3401448.000000 Penalty: 5089.588379
	Iteration 3F: 3 clusters Score -3401448 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3402866.500000 Penalty: 5089.588379
	Iteration 4F: 3 clusters Score -3402866 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3404199.000000 Penalty: 5089.588379
	Iteration 5F: 3 clusters Score -3404199 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3405302.750000 Penalty: 5089.588379
	Iteration 6F: 3 clusters Score -3405303 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3406151.750000 Penalty: 5089.588379
	Iteration 7F: 3 clusters Score -3406152 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -3406866.250000 Penalty: 5089.588379
	Iteration 8Q: 3 clusters Score -3406866 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -3407459.500000 Penalty: 5089.588379
	Iteration 9Q: 3 clusters Score -3407460 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3408009.000000 Penalty: 5089.588379
	Iteration 10Q: 3 clusters Score -3408009 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3408597.500000 Penalty: 5089.588379
	Iteration 11Q: 3 clusters Score -3408598 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3409138.750000 Penalty: 5089.588379
	Iteration 12Q: 3 clusters Score -3409139 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3409533.750000 Penalty: 5089.588379
	Iteration 13Q: 3 clusters Score -3409534 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3409795.000000 Penalty: 5089.588379
	Iteration 14Q: 3 clusters Score -3409795 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3409949.750000 Penalty: 5089.588379
	Iteration 15Q: 3 clusters Score -3409950 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3410044.000000 Penalty: 5089.588379
	Iteration 16Q: 3 clusters Score -3410044 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -3410115.750000 Penalty: 5089.588379
	Iteration 17Q: 3 clusters Score -3410116 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3410161.750000 Penalty: 5089.588379
	Iteration 18Q: 3 clusters Score -3410162 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3410190.000000 Penalty: 5089.588379
	Iteration 19Q: 3 clusters Score -3410190 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3410219.500000 Penalty: 5089.588379
	Iteration 20F: 3 clusters Score -3410220 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3410254.750000 Penalty: 5089.588379
	Iteration 21Q: 3 clusters Score -3410255 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3410263.000000 Penalty: 5089.588379
	Iteration 22Q: 3 clusters Score -3410263 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -3410281.000000 Penalty: 5089.588379
	Iteration 23Q: 3 clusters Score -3410281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3410295.500000 Penalty: 5089.588379
	Iteration 24Q: 3 clusters Score -3410296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -3410315.500000 Penalty: 5089.588379
	Iteration 25Q: 3 clusters Score -3410316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3410323.000000 Penalty: 5089.588379
	Iteration 26Q: 3 clusters Score -3410323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3410346.250000 Penalty: 5089.588379
	Iteration 27Q: 3 clusters Score -3410346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3410352.250000 Penalty: 5089.588379
	Iteration 28Q: 3 clusters Score -3410352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3410362.750000 Penalty: 5089.588379
	Iteration 29Q: 3 clusters Score -3410363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3410373.250000 Penalty: 5089.588379
	Iteration 30Q: 3 clusters Score -3410373 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3410379.750000 Penalty: 5089.588379
	Iteration 31Q: 3 clusters Score -3410380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3410383.250000 Penalty: 5089.588379
	Iteration 32Q: 3 clusters Score -3410383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3410393.250000 Penalty: 5089.588379
	Iteration 33Q: 3 clusters Score -3410393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3410402.250000 Penalty: 5089.588379
	Iteration 34Q: 3 clusters Score -3410402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3410400.750000 Penalty: 5089.588379
	Iteration 35Q: 3 clusters Score -3410401 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3410413.750000 Penalty: 5089.588379
	Iteration 36Q: 3 clusters Score -3410414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3410419.250000 Penalty: 5089.588379
	Iteration 37Q: 3 clusters Score -3410419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3410425.250000 Penalty: 5089.588379
	Iteration 38Q: 3 clusters Score -3410425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -3410423.000000 Penalty: 5089.588379
	Iteration 39Q: 3 clusters Score -3410423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3410430.500000 Penalty: 5089.588379
	Iteration 40F: 3 clusters Score -3410430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3410443.000000 Penalty: 5089.588379
	Iteration 41Q: 3 clusters Score -3410443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3410443.250000 Penalty: 5089.588379
	Iteration 42Q: 3 clusters Score -3410443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3410445.250000 Penalty: 5089.588379
	Iteration 43Q: 3 clusters Score -3410445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3410454.250000 Penalty: 5089.588379
	Iteration 44Q: 3 clusters Score -3410454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3410461.250000 Penalty: 5089.588379
	Iteration 45Q: 3 clusters Score -3410461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3410458.500000 Penalty: 5089.588379
	Iteration 46Q: 3 clusters Score -3410458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3410459.500000 Penalty: 5089.588379
	Iteration 47Q: 3 clusters Score -3410460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3410460.250000 Penalty: 5089.588379
	Iteration 48Q: 3 clusters Score -3410460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3410464.750000 Penalty: 5089.588379
	Iteration 49Q: 3 clusters Score -3410465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3410468.500000 Penalty: 5089.588379
	Iteration 50Q: 3 clusters Score -3410468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3410464.500000 Penalty: 5089.588379
	Iteration 51Q: 3 clusters Score -3410464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3410464.500000 Penalty: 5089.588379
	Iteration 52Q: 3 clusters Score -3410464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3410463.250000 Penalty: 5089.588379
	Iteration 53Q: 3 clusters Score -3410463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3410463.250000 Penalty: 5089.588379
	Iteration 54F: 3 clusters Score -3410463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Entering Unmasked Estep 
Score: -6692119.000000 Penalty: 2692.037842
	Iteration 0F: 2 clusters Score -6692119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -6657232.500000 Penalty: 5384.075684
	Iteration 0F: 3 clusters Score -6657232 nChanged 24010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -6670739.000000 Penalty: 5384.075684
	Iteration 1F: 3 clusters Score -6670739 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -6671509.000000 Penalty: 5384.075684
	Iteration 2Q: 3 clusters Score -6671509 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -6672516.000000 Penalty: 5384.075684
	Iteration 3Q: 3 clusters Score -6672516 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -6673825.000000 Penalty: 5384.075684
	Iteration 4F: 3 clusters Score -6673825 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -6675727.500000 Penalty: 5384.075684
	Iteration 5F: 3 clusters Score -6675728 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -6678144.000000 Penalty: 5384.075684
	Iteration 6F: 3 clusters Score -6678144 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -6680909.000000 Penalty: 5384.075684
	Iteration 7F: 3 clusters Score -6680909 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -6683678.000000 Penalty: 5384.075684
	Iteration 8F: 3 clusters Score -6683678 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -6685859.000000 Penalty: 5384.075684
	Iteration 9Q: 3 clusters Score -6685859 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -6687538.500000 Penalty: 5384.075684
	Iteration 10Q: 3 clusters Score -6687538 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -6688828.000000 Penalty: 5384.075684
	Iteration 11Q: 3 clusters Score -6688828 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -6689950.000000 Penalty: 5384.075684
	Iteration 12Q: 3 clusters Score -6689950 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -6690485.500000 Penalty: 5384.075684
	Iteration 13Q: 3 clusters Score -6690486 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -6690665.500000 Penalty: 5384.075684
	Iteration 14Q: 3 clusters Score -6690666 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -6690756.500000 Penalty: 5384.075684
	Iteration 15Q: 3 clusters Score -6690756 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -6690792.500000 Penalty: 5384.075684
	Iteration 16Q: 3 clusters Score -6690792 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -6690831.000000 Penalty: 5384.075684
	Iteration 17Q: 3 clusters Score -6690831 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -6690826.500000 Penalty: 5384.075684
	Iteration 18Q: 3 clusters Score -6690826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -6690834.500000 Penalty: 5384.075684
	Iteration 19Q: 3 clusters Score -6690834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -6690842.500000 Penalty: 5384.075684
	Iteration 20F: 3 clusters Score -6690842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -6690853.000000 Penalty: 5384.075684
	Iteration 21Q: 3 clusters Score -6690853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -6690846.500000 Penalty: 5384.075684
	Iteration 22Q: 3 clusters Score -6690846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -6690857.500000 Penalty: 5384.075684
	Iteration 23Q: 3 clusters Score -6690858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -6690856.500000 Penalty: 5384.075684
	Iteration 24Q: 3 clusters Score -6690856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -6690872.000000 Penalty: 5384.075684
	Iteration 25Q: 3 clusters Score -6690872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -6690877.000000 Penalty: 5384.075684
	Iteration 26Q: 3 clusters Score -6690877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6690876.000000 Penalty: 5384.075684
	Iteration 27Q: 3 clusters Score -6690876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -6690879.000000 Penalty: 5384.075684
	Iteration 28Q: 3 clusters Score -6690879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -6690890.000000 Penalty: 5384.075684
	Iteration 29Q: 3 clusters Score -6690890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -6690888.000000 Penalty: 5384.075684
	Iteration 30Q: 3 clusters Score -6690888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -6690885.500000 Penalty: 5384.075684
	Iteration 31Q: 3 clusters Score -6690886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6690891.500000 Penalty: 5384.075684
	Iteration 32Q: 3 clusters Score -6690892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -6690880.000000 Penalty: 5384.075684
	Iteration 33Q: 3 clusters Score -6690880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -6690879.500000 Penalty: 5384.075684
	Iteration 34Q: 3 clusters Score -6690880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -6690881.500000 Penalty: 5384.075684
	Iteration 35Q: 3 clusters Score -6690882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -6690883.500000 Penalty: 5384.075684
	Iteration 36Q: 3 clusters Score -6690884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -6690881.000000 Penalty: 5384.075684
	Iteration 37Q: 3 clusters Score -6690881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -6690879.500000 Penalty: 5384.075684
	Iteration 38Q: 3 clusters Score -6690880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -6690880.000000 Penalty: 5384.075684
	Iteration 39Q: 3 clusters Score -6690880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -6690875.000000 Penalty: 5384.075684
	Iteration 40F: 3 clusters Score -6690875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -6690865.500000 Penalty: 5384.075684
	Iteration 41Q: 3 clusters Score -6690866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -6690862.500000 Penalty: 5384.075684
	Iteration 42Q: 3 clusters Score -6690862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -6690870.000000 Penalty: 5384.075684
	Iteration 43Q: 3 clusters Score -6690870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6690876.500000 Penalty: 5384.075684
	Iteration 44Q: 3 clusters Score -6690876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -6690873.000000 Penalty: 5384.075684
	Iteration 45Q: 3 clusters Score -6690873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -6690879.000000 Penalty: 5384.075684
	Iteration 46Q: 3 clusters Score -6690879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -6690877.500000 Penalty: 5384.075684
	Iteration 47Q: 3 clusters Score -6690878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -6690875.000000 Penalty: 5384.075684
	Iteration 48Q: 3 clusters Score -6690875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -6690878.500000 Penalty: 5384.075684
	Iteration 49Q: 3 clusters Score -6690878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -6690868.500000 Penalty: 5384.075684
	Iteration 50Q: 3 clusters Score -6690868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -6690869.000000 Penalty: 5384.075684
	Iteration 51Q: 3 clusters Score -6690869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6690867.500000 Penalty: 5384.075684
	Iteration 52Q: 3 clusters Score -6690868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -6690871.000000 Penalty: 5384.075684
	Iteration 53Q: 3 clusters Score -6690871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -6690873.500000 Penalty: 5384.075684
	Iteration 54Q: 3 clusters Score -6690874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -6690873.500000 Penalty: 5384.075684
	Iteration 55Q: 3 clusters Score -6690874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -6690875.500000 Penalty: 5384.075684
	Iteration 56Q: 3 clusters Score -6690876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -6690880.500000 Penalty: 5384.075684
	Iteration 57Q: 3 clusters Score -6690880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -6690885.000000 Penalty: 5384.075684
	Iteration 58Q: 3 clusters Score -6690885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -6690878.500000 Penalty: 5384.075684
	Iteration 59Q: 3 clusters Score -6690878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -6690874.500000 Penalty: 5384.075684
	Iteration 60F: 3 clusters Score -6690874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -6690874.500000 Penalty: 5384.075684
	Iteration 61Q: 3 clusters Score -6690874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -6690872.500000 Penalty: 5384.075684
	Iteration 62Q: 3 clusters Score -6690872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -6690872.500000 Penalty: 5384.075684
	Iteration 63Q: 3 clusters Score -6690872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -6690875.000000 Penalty: 5384.075684
	Iteration 64Q: 3 clusters Score -6690875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6690876.000000 Penalty: 5384.075684
	Iteration 65Q: 3 clusters Score -6690876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6690882.500000 Penalty: 5384.075684
	Iteration 66Q: 3 clusters Score -6690882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6690881.000000 Penalty: 5384.075684
	Iteration 67Q: 3 clusters Score -6690881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6690881.000000 Penalty: 5384.075684
	Iteration 68F: 3 clusters Score -6690881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (115499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115499 members 
Entering Unmasked Estep 
Score: -14441432.000000 Penalty: 2890.940186
	Iteration 0F: 2 clusters Score -1.444143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -14364331.000000 Penalty: 5781.880371
	Iteration 0F: 3 clusters Score -1.436433e+07 nChanged 55025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -14396065.000000 Penalty: 5781.880371
	Iteration 1F: 3 clusters Score -1.439606e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -14397839.000000 Penalty: 5781.880371
	Iteration 2Q: 3 clusters Score -1.439784e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -14400729.000000 Penalty: 5781.880371
	Iteration 3Q: 3 clusters Score -1.440073e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -14406610.000000 Penalty: 5781.880371
	Iteration 4F: 3 clusters Score -1.440661e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -14415446.000000 Penalty: 5781.880371
	Iteration 5F: 3 clusters Score -1.441545e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -14424034.000000 Penalty: 5781.880371
	Iteration 6F: 3 clusters Score -1.442403e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -14429230.000000 Penalty: 5781.880371
	Iteration 7F: 3 clusters Score -1.442923e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76272 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -14431800.000000 Penalty: 5781.880371
	Iteration 8F: 3 clusters Score -1.44318e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -14433199.000000 Penalty: 5781.880371
	Iteration 9Q: 3 clusters Score -1.44332e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80435 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -14433922.000000 Penalty: 5781.880371
	Iteration 10Q: 3 clusters Score -1.443392e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -14434512.000000 Penalty: 5781.880371
	Iteration 11Q: 3 clusters Score -1.443451e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -14435037.000000 Penalty: 5781.880371
	Iteration 12Q: 3 clusters Score -1.443504e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86486 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -14435657.000000 Penalty: 5781.880371
	Iteration 13Q: 3 clusters Score -1.443566e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -14436173.000000 Penalty: 5781.880371
	Iteration 14Q: 3 clusters Score -1.443617e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -14436709.000000 Penalty: 5781.880371
	Iteration 15Q: 3 clusters Score -1.443671e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92428 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -14437254.000000 Penalty: 5781.880371
	Iteration 16Q: 3 clusters Score -1.443725e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94278 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -14437758.000000 Penalty: 5781.880371
	Iteration 17Q: 3 clusters Score -1.443776e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -14438377.000000 Penalty: 5781.880371
	Iteration 18Q: 3 clusters Score -1.443838e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97695 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -14438792.000000 Penalty: 5781.880371
	Iteration 19Q: 3 clusters Score -1.443879e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99204 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -14439383.000000 Penalty: 5781.880371
	Iteration 20F: 3 clusters Score -1.443938e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -14439755.000000 Penalty: 5781.880371
	Iteration 21Q: 3 clusters Score -1.443976e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101794 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -14440110.000000 Penalty: 5781.880371
	Iteration 22Q: 3 clusters Score -1.444011e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102861 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -14440535.000000 Penalty: 5781.880371
	Iteration 23Q: 3 clusters Score -1.444054e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103810 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -14440755.000000 Penalty: 5781.880371
	Iteration 24Q: 3 clusters Score -1.444076e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104627 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -14441022.000000 Penalty: 5781.880371
	Iteration 25Q: 3 clusters Score -1.444102e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105322 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -14441237.000000 Penalty: 5781.880371
	Iteration 26Q: 3 clusters Score -1.444124e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105909 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -14441419.000000 Penalty: 5781.880371
	Iteration 27Q: 3 clusters Score -1.444142e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106438 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -14441556.000000 Penalty: 5781.880371
	Iteration 28Q: 3 clusters Score -1.444156e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -14441635.000000 Penalty: 5781.880371
	Iteration 29Q: 3 clusters Score -1.444164e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107194 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -14441816.000000 Penalty: 5781.880371
	Iteration 30Q: 3 clusters Score -1.444182e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107516 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -14441984.000000 Penalty: 5781.880371
	Iteration 31Q: 3 clusters Score -1.444198e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -14442160.000000 Penalty: 5781.880371
	Iteration 32Q: 3 clusters Score -1.444216e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108018 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -14442221.000000 Penalty: 5781.880371
	Iteration 33Q: 3 clusters Score -1.444222e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108206 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -14442310.000000 Penalty: 5781.880371
	Iteration 34Q: 3 clusters Score -1.444231e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108409 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -14442442.000000 Penalty: 5781.880371
	Iteration 35Q: 3 clusters Score -1.444244e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108573 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -14442491.000000 Penalty: 5781.880371
	Iteration 36Q: 3 clusters Score -1.444249e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -14442565.000000 Penalty: 5781.880371
	Iteration 37Q: 3 clusters Score -1.444256e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108878 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -14442633.000000 Penalty: 5781.880371
	Iteration 38Q: 3 clusters Score -1.444263e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -14442695.000000 Penalty: 5781.880371
	Iteration 39Q: 3 clusters Score -1.44427e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109076 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -14442706.000000 Penalty: 5781.880371
	Iteration 40F: 3 clusters Score -1.444271e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109151 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -14442736.000000 Penalty: 5781.880371
	Iteration 41Q: 3 clusters Score -1.444274e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109214 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -14442748.000000 Penalty: 5781.880371
	Iteration 42Q: 3 clusters Score -1.444275e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109247 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -14442766.000000 Penalty: 5781.880371
	Iteration 43Q: 3 clusters Score -1.444277e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109289 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -14442768.000000 Penalty: 5781.880371
	Iteration 44Q: 3 clusters Score -1.444277e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109325 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -14442781.000000 Penalty: 5781.880371
	Iteration 45Q: 3 clusters Score -1.444278e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109374 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -14442784.000000 Penalty: 5781.880371
	Iteration 46Q: 3 clusters Score -1.444278e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109407 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -14442832.000000 Penalty: 5781.880371
	Iteration 47Q: 3 clusters Score -1.444283e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109440 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -14442792.000000 Penalty: 5781.880371
	Iteration 48Q: 3 clusters Score -1.444279e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109464 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -14442798.000000 Penalty: 5781.880371
	Iteration 49Q: 3 clusters Score -1.44428e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109488 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -14442860.000000 Penalty: 5781.880371
	Iteration 50Q: 3 clusters Score -1.444286e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109502 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -14442883.000000 Penalty: 5781.880371
	Iteration 51Q: 3 clusters Score -1.444288e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109518 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -14442900.000000 Penalty: 5781.880371
	Iteration 52Q: 3 clusters Score -1.44429e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109539 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -14442897.000000 Penalty: 5781.880371
	Iteration 53Q: 3 clusters Score -1.44429e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109560 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -14442893.000000 Penalty: 5781.880371
	Iteration 54Q: 3 clusters Score -1.444289e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -14442914.000000 Penalty: 5781.880371
	Iteration 55Q: 3 clusters Score -1.444291e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109593 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -14442906.000000 Penalty: 5781.880371
	Iteration 56Q: 3 clusters Score -1.444291e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109612 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -14442938.000000 Penalty: 5781.880371
	Iteration 57Q: 3 clusters Score -1.444294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109626 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -14442932.000000 Penalty: 5781.880371
	Iteration 58Q: 3 clusters Score -1.444293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109631 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -14442940.000000 Penalty: 5781.880371
	Iteration 59Q: 3 clusters Score -1.444294e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -14442926.000000 Penalty: 5781.880371
	Iteration 60F: 3 clusters Score -1.444293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109643 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -14442921.000000 Penalty: 5781.880371
	Iteration 61Q: 3 clusters Score -1.444292e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -14442936.000000 Penalty: 5781.880371
	Iteration 62Q: 3 clusters Score -1.444294e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109671 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -14442937.000000 Penalty: 5781.880371
	Iteration 63Q: 3 clusters Score -1.444294e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109686 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -14442944.000000 Penalty: 5781.880371
	Iteration 64Q: 3 clusters Score -1.444294e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109701 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -14442960.000000 Penalty: 5781.880371
	Iteration 65Q: 3 clusters Score -1.444296e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109708 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -14442974.000000 Penalty: 5781.880371
	Iteration 66Q: 3 clusters Score -1.444297e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -14443027.000000 Penalty: 5781.880371
	Iteration 67Q: 3 clusters Score -1.444303e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109755 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -14443053.000000 Penalty: 5781.880371
	Iteration 68Q: 3 clusters Score -1.444305e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109778 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -14443051.000000 Penalty: 5781.880371
	Iteration 69Q: 3 clusters Score -1.444305e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109798 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -14443037.000000 Penalty: 5781.880371
	Iteration 70Q: 3 clusters Score -1.444304e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109817 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -14443057.000000 Penalty: 5781.880371
	Iteration 71Q: 3 clusters Score -1.444306e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109841 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -14443040.000000 Penalty: 5781.880371
	Iteration 72Q: 3 clusters Score -1.444304e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109863 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -14443042.000000 Penalty: 5781.880371
	Iteration 73Q: 3 clusters Score -1.444304e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109886 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -14443037.000000 Penalty: 5781.880371
	Iteration 74Q: 3 clusters Score -1.444304e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109912 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -14443011.000000 Penalty: 5781.880371
	Iteration 75Q: 3 clusters Score -1.444301e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -14443029.000000 Penalty: 5781.880371
	Iteration 76Q: 3 clusters Score -1.444303e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -14443057.000000 Penalty: 5781.880371
	Iteration 77Q: 3 clusters Score -1.444306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -14443049.000000 Penalty: 5781.880371
	Iteration 78Q: 3 clusters Score -1.444305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -14443043.000000 Penalty: 5781.880371
	Iteration 79Q: 3 clusters Score -1.444304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109945 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -14443043.000000 Penalty: 5781.880371
	Iteration 80F: 3 clusters Score -1.444304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109950 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -14443039.000000 Penalty: 5781.880371
	Iteration 81Q: 3 clusters Score -1.444304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109956 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -14443051.000000 Penalty: 5781.880371
	Iteration 82Q: 3 clusters Score -1.444305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109953 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -14443045.000000 Penalty: 5781.880371
	Iteration 83Q: 3 clusters Score -1.444304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109951 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -14443051.000000 Penalty: 5781.880371
	Iteration 84Q: 3 clusters Score -1.444305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109951 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -14443049.000000 Penalty: 5781.880371
	Iteration 85Q: 3 clusters Score -1.444305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109950 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -14443047.000000 Penalty: 5781.880371
	Iteration 86Q: 3 clusters Score -1.444305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -14443051.000000 Penalty: 5781.880371
	Iteration 87Q: 3 clusters Score -1.444305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109946 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -14443055.000000 Penalty: 5781.880371
	Iteration 88Q: 3 clusters Score -1.444306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109945 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -14443054.000000 Penalty: 5781.880371
	Iteration 89Q: 3 clusters Score -1.444305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109943 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -14443045.000000 Penalty: 5781.880371
	Iteration 90Q: 3 clusters Score -1.444304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109942 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -14443049.000000 Penalty: 5781.880371
	Iteration 91Q: 3 clusters Score -1.444305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109942 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -14443049.000000 Penalty: 5781.880371
	Iteration 92F: 3 clusters Score -1.444305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 15812 members 
Mstep: Class 3 contains 9787 members 
Mstep: Class 4 contains 294350 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 45059 members 
Mstep: Class 7 contains 39157 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 17001 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 28603 members 
Mstep: Class 13 contains 51792 members 
Mstep: Class 14 contains 109942 members 
Mstep: Class 15 contains 27289 members 
Mstep: Class 16 contains 174032 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 11074 members 
Mstep: Class 19 contains 50349 members 
Mstep: Class 20 contains 173755 members 
Mstep: Class 21 contains 34332 members 
Mstep: Class 22 contains 25235 members 
Mstep: Class 23 contains 87874 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 5557 members 
Entering Unmasked Estep 
Score: -157664464.000000 Penalty: 87116.515625
Splitting cluster 14 changes total score from -157661200.000000 to -157664464.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (27289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Entering Unmasked Estep 
Score: -3345201.750000 Penalty: 2533.131348
	Iteration 0F: 2 clusters Score -3345202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3326324.000000 Penalty: 5066.262695
	Iteration 0F: 3 clusters Score -3326324 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3333175.500000 Penalty: 5066.262695
	Iteration 1F: 3 clusters Score -3333176 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3333865.750000 Penalty: 5066.262695
	Iteration 2F: 3 clusters Score -3333866 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3334520.750000 Penalty: 5066.262695
	Iteration 3F: 3 clusters Score -3334521 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -3335283.250000 Penalty: 5066.262695
	Iteration 4F: 3 clusters Score -3335283 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3336160.500000 Penalty: 5066.262695
	Iteration 5F: 3 clusters Score -3336160 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -3337225.250000 Penalty: 5066.262695
	Iteration 6F: 3 clusters Score -3337225 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3338403.500000 Penalty: 5066.262695
	Iteration 7F: 3 clusters Score -3338404 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3339673.000000 Penalty: 5066.262695
	Iteration 8F: 3 clusters Score -3339673 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3340753.750000 Penalty: 5066.262695
	Iteration 9Q: 3 clusters Score -3340754 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3341567.000000 Penalty: 5066.262695
	Iteration 10Q: 3 clusters Score -3341567 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3342139.250000 Penalty: 5066.262695
	Iteration 11Q: 3 clusters Score -3342139 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3342542.250000 Penalty: 5066.262695
	Iteration 12Q: 3 clusters Score -3342542 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3342787.000000 Penalty: 5066.262695
	Iteration 13Q: 3 clusters Score -3342787 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3342949.750000 Penalty: 5066.262695
	Iteration 14Q: 3 clusters Score -3342950 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3343029.500000 Penalty: 5066.262695
	Iteration 15Q: 3 clusters Score -3343030 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3343071.750000 Penalty: 5066.262695
	Iteration 16Q: 3 clusters Score -3343072 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3343117.500000 Penalty: 5066.262695
	Iteration 17Q: 3 clusters Score -3343118 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3343120.000000 Penalty: 5066.262695
	Iteration 18Q: 3 clusters Score -3343120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -3343145.750000 Penalty: 5066.262695
	Iteration 19Q: 3 clusters Score -3343146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3343171.250000 Penalty: 5066.262695
	Iteration 20F: 3 clusters Score -3343171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3343180.000000 Penalty: 5066.262695
	Iteration 21Q: 3 clusters Score -3343180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3343175.500000 Penalty: 5066.262695
	Iteration 22Q: 3 clusters Score -3343176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3343191.000000 Penalty: 5066.262695
	Iteration 23Q: 3 clusters Score -3343191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3343196.750000 Penalty: 5066.262695
	Iteration 24Q: 3 clusters Score -3343197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3343206.750000 Penalty: 5066.262695
	Iteration 25Q: 3 clusters Score -3343207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3343195.500000 Penalty: 5066.262695
	Iteration 26Q: 3 clusters Score -3343196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -3343204.500000 Penalty: 5066.262695
	Iteration 27Q: 3 clusters Score -3343204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3343206.750000 Penalty: 5066.262695
	Iteration 28Q: 3 clusters Score -3343207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3343210.250000 Penalty: 5066.262695
	Iteration 29Q: 3 clusters Score -3343210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3343210.750000 Penalty: 5066.262695
	Iteration 30Q: 3 clusters Score -3343211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3343219.000000 Penalty: 5066.262695
	Iteration 31Q: 3 clusters Score -3343219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3343224.750000 Penalty: 5066.262695
	Iteration 32Q: 3 clusters Score -3343225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3343223.750000 Penalty: 5066.262695
	Iteration 33Q: 3 clusters Score -3343224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3343226.000000 Penalty: 5066.262695
	Iteration 34Q: 3 clusters Score -3343226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3343221.000000 Penalty: 5066.262695
	Iteration 35Q: 3 clusters Score -3343221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3343223.750000 Penalty: 5066.262695
	Iteration 36Q: 3 clusters Score -3343224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3343218.750000 Penalty: 5066.262695
	Iteration 37Q: 3 clusters Score -3343219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3343222.500000 Penalty: 5066.262695
	Iteration 38Q: 3 clusters Score -3343222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3343226.250000 Penalty: 5066.262695
	Iteration 39Q: 3 clusters Score -3343226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3343224.750000 Penalty: 5066.262695
	Iteration 40F: 3 clusters Score -3343225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3343226.000000 Penalty: 5066.262695
	Iteration 41Q: 3 clusters Score -3343226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3343224.000000 Penalty: 5066.262695
	Iteration 42Q: 3 clusters Score -3343224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3343224.500000 Penalty: 5066.262695
	Iteration 43Q: 3 clusters Score -3343224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3343225.250000 Penalty: 5066.262695
	Iteration 44Q: 3 clusters Score -3343225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3343219.750000 Penalty: 5066.262695
	Iteration 45Q: 3 clusters Score -3343220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3343215.500000 Penalty: 5066.262695
	Iteration 46Q: 3 clusters Score -3343216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -3343216.750000 Penalty: 5066.262695
	Iteration 47Q: 3 clusters Score -3343217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3343216.500000 Penalty: 5066.262695
	Iteration 48Q: 3 clusters Score -3343216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3343216.000000 Penalty: 5066.262695
	Iteration 49Q: 3 clusters Score -3343216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3343217.500000 Penalty: 5066.262695
	Iteration 50Q: 3 clusters Score -3343218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3343219.500000 Penalty: 5066.262695
	Iteration 51Q: 3 clusters Score -3343220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3343215.500000 Penalty: 5066.262695
	Iteration 52Q: 3 clusters Score -3343216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3343220.500000 Penalty: 5066.262695
	Iteration 53Q: 3 clusters Score -3343220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3343220.250000 Penalty: 5066.262695
	Iteration 54Q: 3 clusters Score -3343220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3343222.250000 Penalty: 5066.262695
	Iteration 55Q: 3 clusters Score -3343222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3343220.250000 Penalty: 5066.262695
	Iteration 56Q: 3 clusters Score -3343220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3343222.000000 Penalty: 5066.262695
	Iteration 57Q: 3 clusters Score -3343222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3343222.000000 Penalty: 5066.262695
	Iteration 58Q: 3 clusters Score -3343222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3343221.000000 Penalty: 5066.262695
	Iteration 59Q: 3 clusters Score -3343221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3343217.000000 Penalty: 5066.262695
	Iteration 60F: 3 clusters Score -3343217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3343220.250000 Penalty: 5066.262695
	Iteration 61Q: 3 clusters Score -3343220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3343215.750000 Penalty: 5066.262695
	Iteration 62Q: 3 clusters Score -3343216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3343215.500000 Penalty: 5066.262695
	Iteration 63Q: 3 clusters Score -3343216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -3343216.250000 Penalty: 5066.262695
	Iteration 64Q: 3 clusters Score -3343216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -3343214.250000 Penalty: 5066.262695
	Iteration 65Q: 3 clusters Score -3343214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -3343214.750000 Penalty: 5066.262695
	Iteration 66Q: 3 clusters Score -3343215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3343211.750000 Penalty: 5066.262695
	Iteration 67Q: 3 clusters Score -3343212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3343213.250000 Penalty: 5066.262695
	Iteration 68Q: 3 clusters Score -3343213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3343210.000000 Penalty: 5066.262695
	Iteration 69Q: 3 clusters Score -3343210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3343212.000000 Penalty: 5066.262695
	Iteration 70Q: 3 clusters Score -3343212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3343209.250000 Penalty: 5066.262695
	Iteration 71Q: 3 clusters Score -3343209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -3343213.500000 Penalty: 5066.262695
	Iteration 72Q: 3 clusters Score -3343214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3343217.000000 Penalty: 5066.262695
	Iteration 73Q: 3 clusters Score -3343217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3343220.000000 Penalty: 5066.262695
	Iteration 74Q: 3 clusters Score -3343220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3343217.750000 Penalty: 5066.262695
	Iteration 75Q: 3 clusters Score -3343218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3343218.750000 Penalty: 5066.262695
	Iteration 76Q: 3 clusters Score -3343219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3343220.500000 Penalty: 5066.262695
	Iteration 77Q: 3 clusters Score -3343220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -3343219.250000 Penalty: 5066.262695
	Iteration 78Q: 3 clusters Score -3343219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3343220.750000 Penalty: 5066.262695
	Iteration 79Q: 3 clusters Score -3343221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3343224.500000 Penalty: 5066.262695
	Iteration 80F: 3 clusters Score -3343224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3343221.000000 Penalty: 5066.262695
	Iteration 81Q: 3 clusters Score -3343221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3343226.500000 Penalty: 5066.262695
	Iteration 82Q: 3 clusters Score -3343226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3343226.250000 Penalty: 5066.262695
	Iteration 83Q: 3 clusters Score -3343226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3343226.250000 Penalty: 5066.262695
	Iteration 84F: 3 clusters Score -3343226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (174032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174032 members 
Entering Unmasked Estep 
Score: -22113620.000000 Penalty: 2992.614746
	Iteration 0F: 2 clusters Score -2.211362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -22005682.000000 Penalty: 5985.229492
	Iteration 0F: 3 clusters Score -2.200568e+07 nChanged 83277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87181 members 
Mstep: Class 2 contains 86851 members 
Entering Unmasked Estep 
Score: -22054454.000000 Penalty: 5985.229492
	Iteration 1F: 3 clusters Score -2.205445e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87173 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -22055876.000000 Penalty: 5985.229492
	Iteration 2Q: 3 clusters Score -2.205588e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -22057798.000000 Penalty: 5985.229492
	Iteration 3Q: 3 clusters Score -2.20578e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 87478 members 
Entering Unmasked Estep 
Score: -22060648.000000 Penalty: 5985.229492
	Iteration 4Q: 3 clusters Score -2.206065e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 88585 members 
Entering Unmasked Estep 
Score: -22064854.000000 Penalty: 5985.229492
	Iteration 5Q: 3 clusters Score -2.206485e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82970 members 
Mstep: Class 2 contains 91062 members 
Entering Unmasked Estep 
Score: -22071784.000000 Penalty: 5985.229492
	Iteration 6F: 3 clusters Score -2.207178e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79235 members 
Mstep: Class 2 contains 94797 members 
Entering Unmasked Estep 
Score: -22081284.000000 Penalty: 5985.229492
	Iteration 7F: 3 clusters Score -2.208128e+07 nChanged 13267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75266 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -22093372.000000 Penalty: 5985.229492
	Iteration 8F: 3 clusters Score -2.209337e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -22103846.000000 Penalty: 5985.229492
	Iteration 9F: 3 clusters Score -2.210385e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 102079 members 
Entering Unmasked Estep 
Score: -22109682.000000 Penalty: 5985.229492
	Iteration 10F: 3 clusters Score -2.210968e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72091 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -22112720.000000 Penalty: 5985.229492
	Iteration 11Q: 3 clusters Score -2.211272e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72881 members 
Mstep: Class 2 contains 101151 members 
Entering Unmasked Estep 
Score: -22114680.000000 Penalty: 5985.229492
	Iteration 12Q: 3 clusters Score -2.211468e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -22116370.000000 Penalty: 5985.229492
	Iteration 13Q: 3 clusters Score -2.211637e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 98114 members 
Entering Unmasked Estep 
Score: -22117874.000000 Penalty: 5985.229492
	Iteration 14Q: 3 clusters Score -2.211787e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78024 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -22119550.000000 Penalty: 5985.229492
	Iteration 15Q: 3 clusters Score -2.211955e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80271 members 
Mstep: Class 2 contains 93761 members 
Entering Unmasked Estep 
Score: -22120832.000000 Penalty: 5985.229492
	Iteration 16Q: 3 clusters Score -2.212083e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
Score: -22121818.000000 Penalty: 5985.229492
	Iteration 17Q: 3 clusters Score -2.212182e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Mstep: Class 2 contains 89535 members 
Entering Unmasked Estep 
Score: -22122562.000000 Penalty: 5985.229492
	Iteration 18Q: 3 clusters Score -2.212256e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86311 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -22122982.000000 Penalty: 5985.229492
	Iteration 19Q: 3 clusters Score -2.212298e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87833 members 
Mstep: Class 2 contains 86199 members 
Entering Unmasked Estep 
Score: -22123266.000000 Penalty: 5985.229492
	Iteration 20F: 3 clusters Score -2.212327e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 84887 members 
Entering Unmasked Estep 
Score: -22123528.000000 Penalty: 5985.229492
	Iteration 21Q: 3 clusters Score -2.212353e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -22123664.000000 Penalty: 5985.229492
	Iteration 22Q: 3 clusters Score -2.212366e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -22123744.000000 Penalty: 5985.229492
	Iteration 23Q: 3 clusters Score -2.212374e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -22123760.000000 Penalty: 5985.229492
	Iteration 24Q: 3 clusters Score -2.212376e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92561 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -22123886.000000 Penalty: 5985.229492
	Iteration 25Q: 3 clusters Score -2.212389e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 80999 members 
Entering Unmasked Estep 
Score: -22123862.000000 Penalty: 5985.229492
	Iteration 26Q: 3 clusters Score -2.212386e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93431 members 
Mstep: Class 2 contains 80601 members 
Entering Unmasked Estep 
Score: -22123918.000000 Penalty: 5985.229492
	Iteration 27Q: 3 clusters Score -2.212392e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 80265 members 
Entering Unmasked Estep 
Score: -22123998.000000 Penalty: 5985.229492
	Iteration 28Q: 3 clusters Score -2.2124e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -22123998.000000 Penalty: 5985.229492
	Iteration 29Q: 3 clusters Score -2.2124e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -22124026.000000 Penalty: 5985.229492
	Iteration 30Q: 3 clusters Score -2.212403e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94433 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -22124024.000000 Penalty: 5985.229492
	Iteration 31Q: 3 clusters Score -2.212402e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94562 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -22124072.000000 Penalty: 5985.229492
	Iteration 32Q: 3 clusters Score -2.212407e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 79379 members 
Entering Unmasked Estep 
Score: -22124054.000000 Penalty: 5985.229492
	Iteration 33Q: 3 clusters Score -2.212405e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94737 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -22124076.000000 Penalty: 5985.229492
	Iteration 34Q: 3 clusters Score -2.212408e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94811 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -22124122.000000 Penalty: 5985.229492
	Iteration 35Q: 3 clusters Score -2.212412e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -22124146.000000 Penalty: 5985.229492
	Iteration 36Q: 3 clusters Score -2.212415e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -22124108.000000 Penalty: 5985.229492
	Iteration 37Q: 3 clusters Score -2.212411e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94959 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -22124116.000000 Penalty: 5985.229492
	Iteration 38Q: 3 clusters Score -2.212412e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -22124102.000000 Penalty: 5985.229492
	Iteration 39Q: 3 clusters Score -2.21241e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95023 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -22124118.000000 Penalty: 5985.229492
	Iteration 40F: 3 clusters Score -2.212412e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Mstep: Class 2 contains 78976 members 
Entering Unmasked Estep 
Score: -22124116.000000 Penalty: 5985.229492
	Iteration 41Q: 3 clusters Score -2.212412e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -22124132.000000 Penalty: 5985.229492
	Iteration 42Q: 3 clusters Score -2.212413e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95123 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -22124128.000000 Penalty: 5985.229492
	Iteration 43Q: 3 clusters Score -2.212413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95151 members 
Mstep: Class 2 contains 78881 members 
Entering Unmasked Estep 
Score: -22124130.000000 Penalty: 5985.229492
	Iteration 44Q: 3 clusters Score -2.212413e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -22124116.000000 Penalty: 5985.229492
	Iteration 45Q: 3 clusters Score -2.212412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95197 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
Score: -22124114.000000 Penalty: 5985.229492
	Iteration 46Q: 3 clusters Score -2.212411e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -22124102.000000 Penalty: 5985.229492
	Iteration 47Q: 3 clusters Score -2.21241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -22124094.000000 Penalty: 5985.229492
	Iteration 48Q: 3 clusters Score -2.212409e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -22124088.000000 Penalty: 5985.229492
	Iteration 49Q: 3 clusters Score -2.212409e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95302 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -22124102.000000 Penalty: 5985.229492
	Iteration 50Q: 3 clusters Score -2.21241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95328 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -22124092.000000 Penalty: 5985.229492
	Iteration 51Q: 3 clusters Score -2.212409e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -22124088.000000 Penalty: 5985.229492
	Iteration 52Q: 3 clusters Score -2.212409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -22124098.000000 Penalty: 5985.229492
	Iteration 53Q: 3 clusters Score -2.21241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95389 members 
Mstep: Class 2 contains 78643 members 
Entering Unmasked Estep 
Score: -22124086.000000 Penalty: 5985.229492
	Iteration 54Q: 3 clusters Score -2.212409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95402 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -22124076.000000 Penalty: 5985.229492
	Iteration 55Q: 3 clusters Score -2.212408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95408 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -22124088.000000 Penalty: 5985.229492
	Iteration 56Q: 3 clusters Score -2.212409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95419 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -22124084.000000 Penalty: 5985.229492
	Iteration 57Q: 3 clusters Score -2.212408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95429 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -22124072.000000 Penalty: 5985.229492
	Iteration 58Q: 3 clusters Score -2.212407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95435 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
Score: -22124072.000000 Penalty: 5985.229492
	Iteration 59Q: 3 clusters Score -2.212407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -22124074.000000 Penalty: 5985.229492
	Iteration 60F: 3 clusters Score -2.212407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -22124080.000000 Penalty: 5985.229492
	Iteration 61Q: 3 clusters Score -2.212408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -22124064.000000 Penalty: 5985.229492
	Iteration 62Q: 3 clusters Score -2.212406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -22124072.000000 Penalty: 5985.229492
	Iteration 63Q: 3 clusters Score -2.212407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -22124072.000000 Penalty: 5985.229492
	Iteration 64Q: 3 clusters Score -2.212407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -22124072.000000 Penalty: 5985.229492
	Iteration 65F: 3 clusters Score -2.212407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 15812 members 
Mstep: Class 3 contains 9787 members 
Mstep: Class 4 contains 294350 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 45059 members 
Mstep: Class 7 contains 39157 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 17001 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 28603 members 
Mstep: Class 13 contains 51792 members 
Mstep: Class 14 contains 109942 members 
Mstep: Class 15 contains 27289 members 
Mstep: Class 16 contains 95450 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 11074 members 
Mstep: Class 19 contains 50349 members 
Mstep: Class 20 contains 173755 members 
Mstep: Class 21 contains 34332 members 
Mstep: Class 22 contains 25235 members 
Mstep: Class 23 contains 87874 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 5557 members 
Mstep: Class 26 contains 78582 members 
Entering Unmasked Estep 
Score: -157673296.000000 Penalty: 90601.179688
Splitting cluster 16 changes total score from -157661200.000000 to -157673296.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (3392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Entering Unmasked Estep 
Score: -371337.312500 Penalty: 2016.035400
	Iteration 0F: 2 clusters Score -371337.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -368531.062500 Penalty: 4032.070801
	Iteration 0F: 3 clusters Score -368531.1 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -372790.312500 Penalty: 4032.070801
	Iteration 1F: 3 clusters Score -372790.3 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -375755.250000 Penalty: 4032.070801
	Iteration 2F: 3 clusters Score -375755.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -378071.687500 Penalty: 4032.070801
	Iteration 3F: 3 clusters Score -378071.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -379620.406250 Penalty: 4032.070801
	Iteration 4Q: 3 clusters Score -379620.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -380499.906250 Penalty: 4032.070801
	Iteration 5Q: 3 clusters Score -380499.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -380946.281250 Penalty: 4032.070801
	Iteration 6Q: 3 clusters Score -380946.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -381273.156250 Penalty: 4032.070801
	Iteration 7Q: 3 clusters Score -381273.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -381606.781250 Penalty: 4032.070801
	Iteration 8Q: 3 clusters Score -381606.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -382045.437500 Penalty: 4032.070801
	Iteration 9Q: 3 clusters Score -382045.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -382628.500000 Penalty: 4032.070801
	Iteration 10Q: 3 clusters Score -382628.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -383005.125000 Penalty: 4032.070801
	Iteration 11Q: 3 clusters Score -383005.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -383094.656250 Penalty: 4032.070801
	Iteration 12Q: 3 clusters Score -383094.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -383111.937500 Penalty: 4032.070801
	Iteration 13Q: 3 clusters Score -383111.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -383114.187500 Penalty: 4032.070801
	Iteration 14Q: 3 clusters Score -383114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -383114.968750 Penalty: 4032.070801
	Iteration 15F: 3 clusters Score -383115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -383116.875000 Penalty: 4032.070801
	Iteration 16Q: 3 clusters Score -383116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -383120.500000 Penalty: 4032.070801
	Iteration 17Q: 3 clusters Score -383120.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -383123.750000 Penalty: 4032.070801
	Iteration 18Q: 3 clusters Score -383123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -383124.843750 Penalty: 4032.070801
	Iteration 19Q: 3 clusters Score -383124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -383124.843750 Penalty: 4032.070801
	Iteration 20F: 3 clusters Score -383124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 15812 members 
Mstep: Class 3 contains 9787 members 
Mstep: Class 4 contains 294350 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 45059 members 
Mstep: Class 7 contains 39157 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 17001 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 28603 members 
Mstep: Class 13 contains 51792 members 
Mstep: Class 14 contains 109942 members 
Mstep: Class 15 contains 27289 members 
Mstep: Class 16 contains 95450 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 11074 members 
Mstep: Class 19 contains 50349 members 
Mstep: Class 20 contains 173755 members 
Mstep: Class 21 contains 34332 members 
Mstep: Class 22 contains 25235 members 
Mstep: Class 23 contains 87874 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 5557 members 
Mstep: Class 26 contains 78582 members 
Mstep: Class 27 contains 1044 members 
Entering Unmasked Estep 
Score: -157683296.000000 Penalty: 94085.835938
Splitting cluster 17 changes total score from -157661200.000000 to -157683296.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (11074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Entering Unmasked Estep 
Score: -1337563.375000 Penalty: 2309.464111
	Iteration 0F: 2 clusters Score -1337563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1329119.250000 Penalty: 4618.928223
	Iteration 0F: 3 clusters Score -1329119 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1331842.375000 Penalty: 4618.928223
	Iteration 1F: 3 clusters Score -1331842 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1332338.000000 Penalty: 4618.928223
	Iteration 2F: 3 clusters Score -1332338 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1332864.375000 Penalty: 4618.928223
	Iteration 3F: 3 clusters Score -1332864 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1333427.250000 Penalty: 4618.928223
	Iteration 4F: 3 clusters Score -1333427 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1334077.125000 Penalty: 4618.928223
	Iteration 5F: 3 clusters Score -1334077 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1334766.750000 Penalty: 4618.928223
	Iteration 6F: 3 clusters Score -1334767 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1335425.375000 Penalty: 4618.928223
	Iteration 7F: 3 clusters Score -1335425 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1336161.750000 Penalty: 4618.928223
	Iteration 8F: 3 clusters Score -1336162 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1336929.000000 Penalty: 4618.928223
	Iteration 9Q: 3 clusters Score -1336929 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1337478.375000 Penalty: 4618.928223
	Iteration 10Q: 3 clusters Score -1337478 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1337896.125000 Penalty: 4618.928223
	Iteration 11Q: 3 clusters Score -1337896 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1338239.375000 Penalty: 4618.928223
	Iteration 12Q: 3 clusters Score -1338239 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1338515.250000 Penalty: 4618.928223
	Iteration 13Q: 3 clusters Score -1338515 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1338711.000000 Penalty: 4618.928223
	Iteration 14Q: 3 clusters Score -1338711 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1338880.250000 Penalty: 4618.928223
	Iteration 15Q: 3 clusters Score -1338880 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1338992.000000 Penalty: 4618.928223
	Iteration 16Q: 3 clusters Score -1338992 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1339072.000000 Penalty: 4618.928223
	Iteration 17Q: 3 clusters Score -1339072 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1339138.750000 Penalty: 4618.928223
	Iteration 18Q: 3 clusters Score -1339139 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1339175.625000 Penalty: 4618.928223
	Iteration 19Q: 3 clusters Score -1339176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1339200.000000 Penalty: 4618.928223
	Iteration 20F: 3 clusters Score -1339200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1339216.250000 Penalty: 4618.928223
	Iteration 21Q: 3 clusters Score -1339216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1339224.875000 Penalty: 4618.928223
	Iteration 22Q: 3 clusters Score -1339225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1339231.750000 Penalty: 4618.928223
	Iteration 23Q: 3 clusters Score -1339232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1339248.250000 Penalty: 4618.928223
	Iteration 24Q: 3 clusters Score -1339248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1339255.250000 Penalty: 4618.928223
	Iteration 25Q: 3 clusters Score -1339255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1339263.500000 Penalty: 4618.928223
	Iteration 26Q: 3 clusters Score -1339264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1339263.625000 Penalty: 4618.928223
	Iteration 27Q: 3 clusters Score -1339264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1339273.125000 Penalty: 4618.928223
	Iteration 28Q: 3 clusters Score -1339273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1339275.000000 Penalty: 4618.928223
	Iteration 29Q: 3 clusters Score -1339275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1339276.125000 Penalty: 4618.928223
	Iteration 30Q: 3 clusters Score -1339276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1339284.125000 Penalty: 4618.928223
	Iteration 31Q: 3 clusters Score -1339284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1339290.000000 Penalty: 4618.928223
	Iteration 32Q: 3 clusters Score -1339290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1339295.125000 Penalty: 4618.928223
	Iteration 33Q: 3 clusters Score -1339295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1339298.000000 Penalty: 4618.928223
	Iteration 34Q: 3 clusters Score -1339298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1339298.000000 Penalty: 4618.928223
	Iteration 35Q: 3 clusters Score -1339298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1339298.000000 Penalty: 4618.928223
	Iteration 36Q: 3 clusters Score -1339298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1339300.250000 Penalty: 4618.928223
	Iteration 37Q: 3 clusters Score -1339300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1339299.875000 Penalty: 4618.928223
	Iteration 38Q: 3 clusters Score -1339300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1339299.875000 Penalty: 4618.928223
	Iteration 39Q: 3 clusters Score -1339300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1339300.625000 Penalty: 4618.928223
	Iteration 40F: 3 clusters Score -1339301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 15812 members 
Mstep: Class 3 contains 9787 members 
Mstep: Class 4 contains 294350 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 45059 members 
Mstep: Class 7 contains 39157 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 17001 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 28603 members 
Mstep: Class 13 contains 51792 members 
Mstep: Class 14 contains 109942 members 
Mstep: Class 15 contains 27289 members 
Mstep: Class 16 contains 95450 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 50349 members 
Mstep: Class 20 contains 173755 members 
Mstep: Class 21 contains 34332 members 
Mstep: Class 22 contains 25235 members 
Mstep: Class 23 contains 87874 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 5557 members 
Mstep: Class 26 contains 78582 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 5684 members 
Entering Unmasked Estep 
Score: -157684000.000000 Penalty: 97570.500000
Splitting cluster 18 changes total score from -157661200.000000 to -157684000.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (50349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Entering Unmasked Estep 
Score: -6554433.500000 Penalty: 2685.030029
	Iteration 0F: 2 clusters Score -6554434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -6520625.500000 Penalty: 5370.060059
	Iteration 0F: 3 clusters Score -6520626 nChanged 23231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -6533627.500000 Penalty: 5370.060059
	Iteration 1F: 3 clusters Score -6533628 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -6534377.500000 Penalty: 5370.060059
	Iteration 2Q: 3 clusters Score -6534378 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -6535328.500000 Penalty: 5370.060059
	Iteration 3Q: 3 clusters Score -6535328 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -6536640.000000 Penalty: 5370.060059
	Iteration 4F: 3 clusters Score -6536640 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -6538618.000000 Penalty: 5370.060059
	Iteration 5F: 3 clusters Score -6538618 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -6541315.500000 Penalty: 5370.060059
	Iteration 6F: 3 clusters Score -6541316 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -6544330.500000 Penalty: 5370.060059
	Iteration 7F: 3 clusters Score -6544330 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -6547048.000000 Penalty: 5370.060059
	Iteration 8F: 3 clusters Score -6547048 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -6548982.000000 Penalty: 5370.060059
	Iteration 9Q: 3 clusters Score -6548982 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -6550201.500000 Penalty: 5370.060059
	Iteration 10Q: 3 clusters Score -6550202 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -6550868.500000 Penalty: 5370.060059
	Iteration 11Q: 3 clusters Score -6550868 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -6551233.000000 Penalty: 5370.060059
	Iteration 12Q: 3 clusters Score -6551233 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -6551485.500000 Penalty: 5370.060059
	Iteration 13Q: 3 clusters Score -6551486 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -6551654.000000 Penalty: 5370.060059
	Iteration 14Q: 3 clusters Score -6551654 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -6551772.500000 Penalty: 5370.060059
	Iteration 15Q: 3 clusters Score -6551772 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -6551862.500000 Penalty: 5370.060059
	Iteration 16Q: 3 clusters Score -6551862 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -6551907.500000 Penalty: 5370.060059
	Iteration 17Q: 3 clusters Score -6551908 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -6551960.000000 Penalty: 5370.060059
	Iteration 18Q: 3 clusters Score -6551960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -6551998.500000 Penalty: 5370.060059
	Iteration 19Q: 3 clusters Score -6551998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -6552020.000000 Penalty: 5370.060059
	Iteration 20F: 3 clusters Score -6552020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -6552054.500000 Penalty: 5370.060059
	Iteration 21Q: 3 clusters Score -6552054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -6552093.000000 Penalty: 5370.060059
	Iteration 22Q: 3 clusters Score -6552093 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -6552114.000000 Penalty: 5370.060059
	Iteration 23Q: 3 clusters Score -6552114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -6552132.000000 Penalty: 5370.060059
	Iteration 24Q: 3 clusters Score -6552132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -6552155.500000 Penalty: 5370.060059
	Iteration 25Q: 3 clusters Score -6552156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -6552175.000000 Penalty: 5370.060059
	Iteration 26Q: 3 clusters Score -6552175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -6552176.000000 Penalty: 5370.060059
	Iteration 27Q: 3 clusters Score -6552176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -6552183.500000 Penalty: 5370.060059
	Iteration 28Q: 3 clusters Score -6552184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -6552188.000000 Penalty: 5370.060059
	Iteration 29Q: 3 clusters Score -6552188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -6552195.000000 Penalty: 5370.060059
	Iteration 30Q: 3 clusters Score -6552195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -6552200.500000 Penalty: 5370.060059
	Iteration 31Q: 3 clusters Score -6552200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -6552203.000000 Penalty: 5370.060059
	Iteration 32Q: 3 clusters Score -6552203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -6552201.500000 Penalty: 5370.060059
	Iteration 33Q: 3 clusters Score -6552202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -6552205.500000 Penalty: 5370.060059
	Iteration 34Q: 3 clusters Score -6552206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -6552210.000000 Penalty: 5370.060059
	Iteration 35Q: 3 clusters Score -6552210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -6552222.000000 Penalty: 5370.060059
	Iteration 36Q: 3 clusters Score -6552222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -6552225.000000 Penalty: 5370.060059
	Iteration 37Q: 3 clusters Score -6552225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -6552222.000000 Penalty: 5370.060059
	Iteration 38Q: 3 clusters Score -6552222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -6552221.000000 Penalty: 5370.060059
	Iteration 39Q: 3 clusters Score -6552221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -6552221.000000 Penalty: 5370.060059
	Iteration 40F: 3 clusters Score -6552221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (173755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173755 members 
Entering Unmasked Estep 
Score: -22474076.000000 Penalty: 2992.219482
	Iteration 0F: 2 clusters Score -2.247408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86859 members 
Mstep: Class 2 contains 86896 members 
Entering Unmasked Estep 
Score: -22365826.000000 Penalty: 5984.438965
	Iteration 0F: 3 clusters Score -2.236583e+07 nChanged 83219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -22414232.000000 Penalty: 5984.438965
	Iteration 1F: 3 clusters Score -2.241423e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -22415246.000000 Penalty: 5984.438965
	Iteration 2Q: 3 clusters Score -2.241525e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -22416812.000000 Penalty: 5984.438965
	Iteration 3Q: 3 clusters Score -2.241681e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -22418674.000000 Penalty: 5984.438965
	Iteration 4Q: 3 clusters Score -2.241867e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -22421632.000000 Penalty: 5984.438965
	Iteration 5Q: 3 clusters Score -2.242163e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72289 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -22426132.000000 Penalty: 5984.438965
	Iteration 6Q: 3 clusters Score -2.242613e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 107469 members 
Entering Unmasked Estep 
Score: -22432184.000000 Penalty: 5984.438965
	Iteration 7F: 3 clusters Score -2.243218e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 114637 members 
Entering Unmasked Estep 
Score: -22440246.000000 Penalty: 5984.438965
	Iteration 8F: 3 clusters Score -2.244025e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 122153 members 
Entering Unmasked Estep 
Score: -22448802.000000 Penalty: 5984.438965
	Iteration 9F: 3 clusters Score -2.24488e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 129087 members 
Entering Unmasked Estep 
Score: -22456554.000000 Penalty: 5984.438965
	Iteration 10F: 3 clusters Score -2.245655e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 134512 members 
Entering Unmasked Estep 
Score: -22462330.000000 Penalty: 5984.438965
	Iteration 11Q: 3 clusters Score -2.246233e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 138721 members 
Entering Unmasked Estep 
Score: -22465820.000000 Penalty: 5984.438965
	Iteration 12Q: 3 clusters Score -2.246582e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 142155 members 
Entering Unmasked Estep 
Score: -22467964.000000 Penalty: 5984.438965
	Iteration 13Q: 3 clusters Score -2.246796e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 145046 members 
Entering Unmasked Estep 
Score: -22469178.000000 Penalty: 5984.438965
	Iteration 14Q: 3 clusters Score -2.246918e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 147598 members 
Entering Unmasked Estep 
Score: -22470170.000000 Penalty: 5984.438965
	Iteration 15Q: 3 clusters Score -2.247017e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -22470888.000000 Penalty: 5984.438965
	Iteration 16Q: 3 clusters Score -2.247089e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 152251 members 
Entering Unmasked Estep 
Score: -22471680.000000 Penalty: 5984.438965
	Iteration 17Q: 3 clusters Score -2.247168e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 154282 members 
Entering Unmasked Estep 
Score: -22472238.000000 Penalty: 5984.438965
	Iteration 18Q: 3 clusters Score -2.247224e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 156015 members 
Entering Unmasked Estep 
Score: -22472576.000000 Penalty: 5984.438965
	Iteration 19Q: 3 clusters Score -2.247258e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 157557 members 
Entering Unmasked Estep 
Score: -22472876.000000 Penalty: 5984.438965
	Iteration 20F: 3 clusters Score -2.247288e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 158903 members 
Entering Unmasked Estep 
Score: -22473278.000000 Penalty: 5984.438965
	Iteration 21Q: 3 clusters Score -2.247328e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 160081 members 
Entering Unmasked Estep 
Score: -22473578.000000 Penalty: 5984.438965
	Iteration 22Q: 3 clusters Score -2.247358e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 161097 members 
Entering Unmasked Estep 
Score: -22473910.000000 Penalty: 5984.438965
	Iteration 23Q: 3 clusters Score -2.247391e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -22474284.000000 Penalty: 5984.438965
	Iteration 24Q: 3 clusters Score -2.247428e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 162779 members 
Entering Unmasked Estep 
Score: -22474624.000000 Penalty: 5984.438965
	Iteration 25Q: 3 clusters Score -2.247462e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 163469 members 
Entering Unmasked Estep 
Score: -22474852.000000 Penalty: 5984.438965
	Iteration 26Q: 3 clusters Score -2.247485e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 164024 members 
Entering Unmasked Estep 
Score: -22475002.000000 Penalty: 5984.438965
	Iteration 27Q: 3 clusters Score -2.2475e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 164487 members 
Entering Unmasked Estep 
Score: -22475038.000000 Penalty: 5984.438965
	Iteration 28Q: 3 clusters Score -2.247504e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 164905 members 
Entering Unmasked Estep 
Score: -22475054.000000 Penalty: 5984.438965
	Iteration 29Q: 3 clusters Score -2.247505e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -22475174.000000 Penalty: 5984.438965
	Iteration 30Q: 3 clusters Score -2.247517e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 165527 members 
Entering Unmasked Estep 
Score: -22475130.000000 Penalty: 5984.438965
	Iteration 31Q: 3 clusters Score -2.247513e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 165755 members 
Entering Unmasked Estep 
Score: -22475132.000000 Penalty: 5984.438965
	Iteration 32Q: 3 clusters Score -2.247513e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 165967 members 
Entering Unmasked Estep 
Score: -22475150.000000 Penalty: 5984.438965
	Iteration 33Q: 3 clusters Score -2.247515e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 166156 members 
Entering Unmasked Estep 
Score: -22475098.000000 Penalty: 5984.438965
	Iteration 34Q: 3 clusters Score -2.24751e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 166329 members 
Entering Unmasked Estep 
Score: -22475128.000000 Penalty: 5984.438965
	Iteration 35Q: 3 clusters Score -2.247513e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 166483 members 
Entering Unmasked Estep 
Score: -22475098.000000 Penalty: 5984.438965
	Iteration 36Q: 3 clusters Score -2.24751e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 166607 members 
Entering Unmasked Estep 
Score: -22475060.000000 Penalty: 5984.438965
	Iteration 37Q: 3 clusters Score -2.247506e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 166721 members 
Entering Unmasked Estep 
Score: -22475050.000000 Penalty: 5984.438965
	Iteration 38Q: 3 clusters Score -2.247505e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 166815 members 
Entering Unmasked Estep 
Score: -22475014.000000 Penalty: 5984.438965
	Iteration 39Q: 3 clusters Score -2.247501e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 166892 members 
Entering Unmasked Estep 
Score: -22474952.000000 Penalty: 5984.438965
	Iteration 40F: 3 clusters Score -2.247495e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 166945 members 
Entering Unmasked Estep 
Score: -22474926.000000 Penalty: 5984.438965
	Iteration 41Q: 3 clusters Score -2.247493e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 166990 members 
Entering Unmasked Estep 
Score: -22474914.000000 Penalty: 5984.438965
	Iteration 42Q: 3 clusters Score -2.247491e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 167034 members 
Entering Unmasked Estep 
Score: -22474912.000000 Penalty: 5984.438965
	Iteration 43Q: 3 clusters Score -2.247491e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 167076 members 
Entering Unmasked Estep 
Score: -22474920.000000 Penalty: 5984.438965
	Iteration 44Q: 3 clusters Score -2.247492e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 167122 members 
Entering Unmasked Estep 
Score: -22474918.000000 Penalty: 5984.438965
	Iteration 45Q: 3 clusters Score -2.247492e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 167170 members 
Entering Unmasked Estep 
Score: -22474906.000000 Penalty: 5984.438965
	Iteration 46Q: 3 clusters Score -2.247491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 167208 members 
Entering Unmasked Estep 
Score: -22474886.000000 Penalty: 5984.438965
	Iteration 47Q: 3 clusters Score -2.247489e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 167243 members 
Entering Unmasked Estep 
Score: -22474916.000000 Penalty: 5984.438965
	Iteration 48Q: 3 clusters Score -2.247492e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -22474880.000000 Penalty: 5984.438965
	Iteration 49Q: 3 clusters Score -2.247488e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 167325 members 
Entering Unmasked Estep 
Score: -22474864.000000 Penalty: 5984.438965
	Iteration 50Q: 3 clusters Score -2.247486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 167356 members 
Entering Unmasked Estep 
Score: -22474888.000000 Penalty: 5984.438965
	Iteration 51Q: 3 clusters Score -2.247489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 167384 members 
Entering Unmasked Estep 
Score: -22474902.000000 Penalty: 5984.438965
	Iteration 52Q: 3 clusters Score -2.24749e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 167410 members 
Entering Unmasked Estep 
Score: -22474862.000000 Penalty: 5984.438965
	Iteration 53Q: 3 clusters Score -2.247486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 167433 members 
Entering Unmasked Estep 
Score: -22474870.000000 Penalty: 5984.438965
	Iteration 54Q: 3 clusters Score -2.247487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 167446 members 
Entering Unmasked Estep 
Score: -22474846.000000 Penalty: 5984.438965
	Iteration 55Q: 3 clusters Score -2.247485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 167461 members 
Entering Unmasked Estep 
Score: -22474850.000000 Penalty: 5984.438965
	Iteration 56Q: 3 clusters Score -2.247485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 167482 members 
Entering Unmasked Estep 
Score: -22474824.000000 Penalty: 5984.438965
	Iteration 57Q: 3 clusters Score -2.247482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 167501 members 
Entering Unmasked Estep 
Score: -22474800.000000 Penalty: 5984.438965
	Iteration 58Q: 3 clusters Score -2.24748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 167522 members 
Entering Unmasked Estep 
Score: -22474804.000000 Penalty: 5984.438965
	Iteration 59Q: 3 clusters Score -2.24748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 167535 members 
Entering Unmasked Estep 
Score: -22474808.000000 Penalty: 5984.438965
	Iteration 60F: 3 clusters Score -2.247481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 167545 members 
Entering Unmasked Estep 
Score: -22474816.000000 Penalty: 5984.438965
	Iteration 61Q: 3 clusters Score -2.247482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 167554 members 
Entering Unmasked Estep 
Score: -22474814.000000 Penalty: 5984.438965
	Iteration 62Q: 3 clusters Score -2.247481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 167564 members 
Entering Unmasked Estep 
Score: -22474812.000000 Penalty: 5984.438965
	Iteration 63Q: 3 clusters Score -2.247481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 167569 members 
Entering Unmasked Estep 
Score: -22474798.000000 Penalty: 5984.438965
	Iteration 64Q: 3 clusters Score -2.24748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 167574 members 
Entering Unmasked Estep 
Score: -22474808.000000 Penalty: 5984.438965
	Iteration 65Q: 3 clusters Score -2.247481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 167582 members 
Entering Unmasked Estep 
Score: -22474816.000000 Penalty: 5984.438965
	Iteration 66Q: 3 clusters Score -2.247482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 167588 members 
Entering Unmasked Estep 
Score: -22474810.000000 Penalty: 5984.438965
	Iteration 67Q: 3 clusters Score -2.247481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 167595 members 
Entering Unmasked Estep 
Score: -22474826.000000 Penalty: 5984.438965
	Iteration 68Q: 3 clusters Score -2.247483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 167601 members 
Entering Unmasked Estep 
Score: -22474830.000000 Penalty: 5984.438965
	Iteration 69Q: 3 clusters Score -2.247483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 167613 members 
Entering Unmasked Estep 
Score: -22474810.000000 Penalty: 5984.438965
	Iteration 70Q: 3 clusters Score -2.247481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 167621 members 
Entering Unmasked Estep 
Score: -22474806.000000 Penalty: 5984.438965
	Iteration 71Q: 3 clusters Score -2.247481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 167631 members 
Entering Unmasked Estep 
Score: -22474820.000000 Penalty: 5984.438965
	Iteration 72Q: 3 clusters Score -2.247482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 167639 members 
Entering Unmasked Estep 
Score: -22474814.000000 Penalty: 5984.438965
	Iteration 73Q: 3 clusters Score -2.247481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 167645 members 
Entering Unmasked Estep 
Score: -22474810.000000 Penalty: 5984.438965
	Iteration 74Q: 3 clusters Score -2.247481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 167654 members 
Entering Unmasked Estep 
Score: -22474834.000000 Penalty: 5984.438965
	Iteration 75Q: 3 clusters Score -2.247483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 167661 members 
Entering Unmasked Estep 
Score: -22474818.000000 Penalty: 5984.438965
	Iteration 76Q: 3 clusters Score -2.247482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 167672 members 
Entering Unmasked Estep 
Score: -22474802.000000 Penalty: 5984.438965
	Iteration 77Q: 3 clusters Score -2.24748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 167678 members 
Entering Unmasked Estep 
Score: -22474800.000000 Penalty: 5984.438965
	Iteration 78Q: 3 clusters Score -2.24748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 167680 members 
Entering Unmasked Estep 
Score: -22474812.000000 Penalty: 5984.438965
	Iteration 79Q: 3 clusters Score -2.247481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 167681 members 
Entering Unmasked Estep 
Score: -22474806.000000 Penalty: 5984.438965
	Iteration 80F: 3 clusters Score -2.247481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 15812 members 
Mstep: Class 3 contains 9787 members 
Mstep: Class 4 contains 294350 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 45059 members 
Mstep: Class 7 contains 39157 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 17001 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 28603 members 
Mstep: Class 13 contains 51792 members 
Mstep: Class 14 contains 109942 members 
Mstep: Class 15 contains 27289 members 
Mstep: Class 16 contains 95450 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 50349 members 
Mstep: Class 20 contains 6074 members 
Mstep: Class 21 contains 34332 members 
Mstep: Class 22 contains 25235 members 
Mstep: Class 23 contains 87874 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 5557 members 
Mstep: Class 26 contains 78582 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 5684 members 
Mstep: Class 29 contains 167681 members 
Entering Unmasked Estep 
Score: -157683520.000000 Penalty: 101055.156250
Splitting cluster 20 changes total score from -157661200.000000 to -157683520.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (34332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Entering Unmasked Estep 
Score: -4470440.500000 Penalty: 2590.070557
	Iteration 0F: 2 clusters Score -4470440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4446896.500000 Penalty: 5180.141113
	Iteration 0F: 3 clusters Score -4446896 nChanged 15569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -4455514.500000 Penalty: 5180.141113
	Iteration 1F: 3 clusters Score -4455514 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -4456019.000000 Penalty: 5180.141113
	Iteration 2Q: 3 clusters Score -4456019 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -4456498.000000 Penalty: 5180.141113
	Iteration 3Q: 3 clusters Score -4456498 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4456966.500000 Penalty: 5180.141113
	Iteration 4Q: 3 clusters Score -4456966 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -4457586.000000 Penalty: 5180.141113
	Iteration 5Q: 3 clusters Score -4457586 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -4458458.000000 Penalty: 5180.141113
	Iteration 6Q: 3 clusters Score -4458458 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -4459752.000000 Penalty: 5180.141113
	Iteration 7F: 3 clusters Score -4459752 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -4461627.000000 Penalty: 5180.141113
	Iteration 8F: 3 clusters Score -4461627 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -4463806.500000 Penalty: 5180.141113
	Iteration 9F: 3 clusters Score -4463806 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -4465737.000000 Penalty: 5180.141113
	Iteration 10F: 3 clusters Score -4465737 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -4466860.000000 Penalty: 5180.141113
	Iteration 11Q: 3 clusters Score -4466860 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -4467453.500000 Penalty: 5180.141113
	Iteration 12Q: 3 clusters Score -4467454 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -4467781.000000 Penalty: 5180.141113
	Iteration 13Q: 3 clusters Score -4467781 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -4467966.500000 Penalty: 5180.141113
	Iteration 14Q: 3 clusters Score -4467966 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4468063.500000 Penalty: 5180.141113
	Iteration 15Q: 3 clusters Score -4468064 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4468125.000000 Penalty: 5180.141113
	Iteration 16Q: 3 clusters Score -4468125 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -4468160.500000 Penalty: 5180.141113
	Iteration 17Q: 3 clusters Score -4468160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -4468197.500000 Penalty: 5180.141113
	Iteration 18Q: 3 clusters Score -4468198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -4468219.000000 Penalty: 5180.141113
	Iteration 19Q: 3 clusters Score -4468219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4468233.000000 Penalty: 5180.141113
	Iteration 20F: 3 clusters Score -4468233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -4468252.000000 Penalty: 5180.141113
	Iteration 21Q: 3 clusters Score -4468252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -4468260.500000 Penalty: 5180.141113
	Iteration 22Q: 3 clusters Score -4468260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -4468279.500000 Penalty: 5180.141113
	Iteration 23Q: 3 clusters Score -4468280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -4468300.000000 Penalty: 5180.141113
	Iteration 24Q: 3 clusters Score -4468300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -4468318.500000 Penalty: 5180.141113
	Iteration 25Q: 3 clusters Score -4468318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4468323.000000 Penalty: 5180.141113
	Iteration 26Q: 3 clusters Score -4468323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4468342.500000 Penalty: 5180.141113
	Iteration 27Q: 3 clusters Score -4468342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -4468350.000000 Penalty: 5180.141113
	Iteration 28Q: 3 clusters Score -4468350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4468360.500000 Penalty: 5180.141113
	Iteration 29Q: 3 clusters Score -4468360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -4468370.500000 Penalty: 5180.141113
	Iteration 30Q: 3 clusters Score -4468370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -4468382.500000 Penalty: 5180.141113
	Iteration 31Q: 3 clusters Score -4468382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -4468388.000000 Penalty: 5180.141113
	Iteration 32Q: 3 clusters Score -4468388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -4468396.500000 Penalty: 5180.141113
	Iteration 33Q: 3 clusters Score -4468396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -4468394.000000 Penalty: 5180.141113
	Iteration 34Q: 3 clusters Score -4468394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -4468394.000000 Penalty: 5180.141113
	Iteration 35F: 3 clusters Score -4468394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Entering Unmasked Estep 
Score: -3021733.750000 Penalty: 2513.724854
	Iteration 0F: 2 clusters Score -3021734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3004363.000000 Penalty: 5027.449707
	Iteration 0F: 3 clusters Score -3004363 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3010630.750000 Penalty: 5027.449707
	Iteration 1F: 3 clusters Score -3010631 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3011136.000000 Penalty: 5027.449707
	Iteration 2F: 3 clusters Score -3011136 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3011566.250000 Penalty: 5027.449707
	Iteration 3Q: 3 clusters Score -3011566 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3011929.750000 Penalty: 5027.449707
	Iteration 4Q: 3 clusters Score -3011930 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3012357.250000 Penalty: 5027.449707
	Iteration 5Q: 3 clusters Score -3012357 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3012836.250000 Penalty: 5027.449707
	Iteration 6Q: 3 clusters Score -3012836 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3013398.000000 Penalty: 5027.449707
	Iteration 7Q: 3 clusters Score -3013398 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3014000.000000 Penalty: 5027.449707
	Iteration 8Q: 3 clusters Score -3014000 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3014646.000000 Penalty: 5027.449707
	Iteration 9Q: 3 clusters Score -3014646 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3015281.000000 Penalty: 5027.449707
	Iteration 10Q: 3 clusters Score -3015281 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3015894.750000 Penalty: 5027.449707
	Iteration 11Q: 3 clusters Score -3015895 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3016401.750000 Penalty: 5027.449707
	Iteration 12Q: 3 clusters Score -3016402 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3016885.500000 Penalty: 5027.449707
	Iteration 13Q: 3 clusters Score -3016886 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3017260.750000 Penalty: 5027.449707
	Iteration 14Q: 3 clusters Score -3017261 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -3017484.000000 Penalty: 5027.449707
	Iteration 15Q: 3 clusters Score -3017484 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3017676.500000 Penalty: 5027.449707
	Iteration 16Q: 3 clusters Score -3017676 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3017839.750000 Penalty: 5027.449707
	Iteration 17Q: 3 clusters Score -3017840 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3017978.500000 Penalty: 5027.449707
	Iteration 18Q: 3 clusters Score -3017978 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3018099.500000 Penalty: 5027.449707
	Iteration 19Q: 3 clusters Score -3018100 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3018225.250000 Penalty: 5027.449707
	Iteration 20F: 3 clusters Score -3018225 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3018350.500000 Penalty: 5027.449707
	Iteration 21Q: 3 clusters Score -3018350 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3018471.750000 Penalty: 5027.449707
	Iteration 22Q: 3 clusters Score -3018472 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3018573.500000 Penalty: 5027.449707
	Iteration 23Q: 3 clusters Score -3018574 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3018673.500000 Penalty: 5027.449707
	Iteration 24Q: 3 clusters Score -3018674 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3018768.250000 Penalty: 5027.449707
	Iteration 25Q: 3 clusters Score -3018768 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3018859.250000 Penalty: 5027.449707
	Iteration 26Q: 3 clusters Score -3018859 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3018926.500000 Penalty: 5027.449707
	Iteration 27Q: 3 clusters Score -3018926 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -3019006.000000 Penalty: 5027.449707
	Iteration 28Q: 3 clusters Score -3019006 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3019102.000000 Penalty: 5027.449707
	Iteration 29Q: 3 clusters Score -3019102 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3019183.750000 Penalty: 5027.449707
	Iteration 30Q: 3 clusters Score -3019184 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3019260.250000 Penalty: 5027.449707
	Iteration 31Q: 3 clusters Score -3019260 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3019308.000000 Penalty: 5027.449707
	Iteration 32Q: 3 clusters Score -3019308 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3019373.250000 Penalty: 5027.449707
	Iteration 33Q: 3 clusters Score -3019373 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3019418.500000 Penalty: 5027.449707
	Iteration 34Q: 3 clusters Score -3019418 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3019488.500000 Penalty: 5027.449707
	Iteration 35Q: 3 clusters Score -3019488 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3019585.750000 Penalty: 5027.449707
	Iteration 36Q: 3 clusters Score -3019586 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3019656.500000 Penalty: 5027.449707
	Iteration 37Q: 3 clusters Score -3019656 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3019698.000000 Penalty: 5027.449707
	Iteration 38Q: 3 clusters Score -3019698 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3019745.250000 Penalty: 5027.449707
	Iteration 39Q: 3 clusters Score -3019745 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3019767.000000 Penalty: 5027.449707
	Iteration 40F: 3 clusters Score -3019767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3019773.500000 Penalty: 5027.449707
	Iteration 41Q: 3 clusters Score -3019774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -3019788.750000 Penalty: 5027.449707
	Iteration 42Q: 3 clusters Score -3019789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3019804.750000 Penalty: 5027.449707
	Iteration 43Q: 3 clusters Score -3019805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3019819.000000 Penalty: 5027.449707
	Iteration 44Q: 3 clusters Score -3019819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3019827.000000 Penalty: 5027.449707
	Iteration 45Q: 3 clusters Score -3019827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3019838.500000 Penalty: 5027.449707
	Iteration 46Q: 3 clusters Score -3019838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3019849.250000 Penalty: 5027.449707
	Iteration 47Q: 3 clusters Score -3019849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -3019848.750000 Penalty: 5027.449707
	Iteration 48Q: 3 clusters Score -3019849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3019858.250000 Penalty: 5027.449707
	Iteration 49Q: 3 clusters Score -3019858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3019858.250000 Penalty: 5027.449707
	Iteration 50Q: 3 clusters Score -3019858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3019859.500000 Penalty: 5027.449707
	Iteration 51Q: 3 clusters Score -3019860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3019860.000000 Penalty: 5027.449707
	Iteration 52Q: 3 clusters Score -3019860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3019856.000000 Penalty: 5027.449707
	Iteration 53Q: 3 clusters Score -3019856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3019863.750000 Penalty: 5027.449707
	Iteration 54Q: 3 clusters Score -3019864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3019860.000000 Penalty: 5027.449707
	Iteration 55Q: 3 clusters Score -3019860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3019863.500000 Penalty: 5027.449707
	Iteration 56Q: 3 clusters Score -3019864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3019872.000000 Penalty: 5027.449707
	Iteration 57Q: 3 clusters Score -3019872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3019869.250000 Penalty: 5027.449707
	Iteration 58Q: 3 clusters Score -3019869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3019870.500000 Penalty: 5027.449707
	Iteration 59Q: 3 clusters Score -3019870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3019870.500000 Penalty: 5027.449707
	Iteration 60F: 3 clusters Score -3019870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (87874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87874 members 
Entering Unmasked Estep 
Score: -11243460.000000 Penalty: 2823.147461
	Iteration 0F: 2 clusters Score -1.124346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -11184523.000000 Penalty: 5646.294922
	Iteration 0F: 3 clusters Score -1.118452e+07 nChanged 41546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -11208036.000000 Penalty: 5646.294922
	Iteration 1F: 3 clusters Score -1.120804e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -11208852.000000 Penalty: 5646.294922
	Iteration 2Q: 3 clusters Score -1.120885e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -11209765.000000 Penalty: 5646.294922
	Iteration 3Q: 3 clusters Score -1.120976e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -11210636.000000 Penalty: 5646.294922
	Iteration 4Q: 3 clusters Score -1.121064e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -11211511.000000 Penalty: 5646.294922
	Iteration 5Q: 3 clusters Score -1.121151e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -11212517.000000 Penalty: 5646.294922
	Iteration 6Q: 3 clusters Score -1.121252e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -11213517.000000 Penalty: 5646.294922
	Iteration 7Q: 3 clusters Score -1.121352e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -11214739.000000 Penalty: 5646.294922
	Iteration 8Q: 3 clusters Score -1.121474e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -11216208.000000 Penalty: 5646.294922
	Iteration 9Q: 3 clusters Score -1.121621e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -11217982.000000 Penalty: 5646.294922
	Iteration 10Q: 3 clusters Score -1.121798e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -11220020.000000 Penalty: 5646.294922
	Iteration 11Q: 3 clusters Score -1.122002e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -11222476.000000 Penalty: 5646.294922
	Iteration 12Q: 3 clusters Score -1.122248e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -11225192.000000 Penalty: 5646.294922
	Iteration 13F: 3 clusters Score -1.122519e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 68214 members 
Entering Unmasked Estep 
Score: -11228108.000000 Penalty: 5646.294922
	Iteration 14F: 3 clusters Score -1.122811e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -11230910.000000 Penalty: 5646.294922
	Iteration 15Q: 3 clusters Score -1.123091e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 75732 members 
Entering Unmasked Estep 
Score: -11233430.000000 Penalty: 5646.294922
	Iteration 16Q: 3 clusters Score -1.123343e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -11235646.000000 Penalty: 5646.294922
	Iteration 17Q: 3 clusters Score -1.123565e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 81190 members 
Entering Unmasked Estep 
Score: -11237426.000000 Penalty: 5646.294922
	Iteration 18Q: 3 clusters Score -1.123743e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 82968 members 
Entering Unmasked Estep 
Score: -11238677.000000 Penalty: 5646.294922
	Iteration 19Q: 3 clusters Score -1.123868e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 84211 members 
Entering Unmasked Estep 
Score: -11239530.000000 Penalty: 5646.294922
	Iteration 20F: 3 clusters Score -1.123953e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 85033 members 
Entering Unmasked Estep 
Score: -11240122.000000 Penalty: 5646.294922
	Iteration 21Q: 3 clusters Score -1.124012e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 85581 members 
Entering Unmasked Estep 
Score: -11240515.000000 Penalty: 5646.294922
	Iteration 22Q: 3 clusters Score -1.124052e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -11240787.000000 Penalty: 5646.294922
	Iteration 23Q: 3 clusters Score -1.124079e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 86137 members 
Entering Unmasked Estep 
Score: -11240953.000000 Penalty: 5646.294922
	Iteration 24Q: 3 clusters Score -1.124095e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -11241086.000000 Penalty: 5646.294922
	Iteration 25Q: 3 clusters Score -1.124109e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -11241207.000000 Penalty: 5646.294922
	Iteration 26Q: 3 clusters Score -1.124121e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -11241265.000000 Penalty: 5646.294922
	Iteration 27Q: 3 clusters Score -1.124126e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -11241325.000000 Penalty: 5646.294922
	Iteration 28Q: 3 clusters Score -1.124132e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -11241353.000000 Penalty: 5646.294922
	Iteration 29Q: 3 clusters Score -1.124135e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 86590 members 
Entering Unmasked Estep 
Score: -11241371.000000 Penalty: 5646.294922
	Iteration 30Q: 3 clusters Score -1.124137e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -11241387.000000 Penalty: 5646.294922
	Iteration 31Q: 3 clusters Score -1.124139e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 86631 members 
Entering Unmasked Estep 
Score: -11241417.000000 Penalty: 5646.294922
	Iteration 32Q: 3 clusters Score -1.124142e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -11241428.000000 Penalty: 5646.294922
	Iteration 33Q: 3 clusters Score -1.124143e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -11241433.000000 Penalty: 5646.294922
	Iteration 34Q: 3 clusters Score -1.124143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -11241450.000000 Penalty: 5646.294922
	Iteration 35Q: 3 clusters Score -1.124145e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -11241453.000000 Penalty: 5646.294922
	Iteration 36Q: 3 clusters Score -1.124145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -11241443.000000 Penalty: 5646.294922
	Iteration 37Q: 3 clusters Score -1.124144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -11241438.000000 Penalty: 5646.294922
	Iteration 38Q: 3 clusters Score -1.124144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -11241456.000000 Penalty: 5646.294922
	Iteration 39Q: 3 clusters Score -1.124146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -11241449.000000 Penalty: 5646.294922
	Iteration 40F: 3 clusters Score -1.124145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -11241455.000000 Penalty: 5646.294922
	Iteration 41Q: 3 clusters Score -1.124146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -11241473.000000 Penalty: 5646.294922
	Iteration 42Q: 3 clusters Score -1.124147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -11241470.000000 Penalty: 5646.294922
	Iteration 43Q: 3 clusters Score -1.124147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -11241482.000000 Penalty: 5646.294922
	Iteration 44Q: 3 clusters Score -1.124148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -11241484.000000 Penalty: 5646.294922
	Iteration 45Q: 3 clusters Score -1.124148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -11241475.000000 Penalty: 5646.294922
	Iteration 46Q: 3 clusters Score -1.124148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -11241480.000000 Penalty: 5646.294922
	Iteration 47Q: 3 clusters Score -1.124148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -11241480.000000 Penalty: 5646.294922
	Iteration 48F: 3 clusters Score -1.124148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 15812 members 
Mstep: Class 3 contains 9787 members 
Mstep: Class 4 contains 294350 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 45059 members 
Mstep: Class 7 contains 39157 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 17001 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 28603 members 
Mstep: Class 13 contains 51792 members 
Mstep: Class 14 contains 109942 members 
Mstep: Class 15 contains 27289 members 
Mstep: Class 16 contains 95450 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 50349 members 
Mstep: Class 20 contains 6074 members 
Mstep: Class 21 contains 34332 members 
Mstep: Class 22 contains 25235 members 
Mstep: Class 23 contains 87874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695264.000000 Penalty: 101055.156250
Iteration 39Q: 30 clusters Score -1.576953e+08 nChanged 21758
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 15997 members 
Mstep: Class 3 contains 11146 members 
Mstep: Class 4 contains 294780 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 46256 members 
Mstep: Class 7 contains 39857 members 
Mstep: Class 8 contains 9040 members 
Mstep: Class 9 contains 5928 members 
Mstep: Class 10 contains 17005 members 
Mstep: Class 11 contains 31479 members 
Mstep: Class 12 contains 27644 members 
Mstep: Class 13 contains 51891 members 
Mstep: Class 14 contains 109155 members 
Mstep: Class 15 contains 28286 members 
Mstep: Class 16 contains 96334 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5893 members 
Mstep: Class 19 contains 50442 members 
Mstep: Class 20 contains 6762 members 
Mstep: Class 21 contains 34693 members 
Mstep: Class 22 contains 24968 members 
Mstep: Class 23 contains 87972 members 
Mstep: Class 24 contains 2735 members 
Mstep: Class 25 contains 5578 members 
Mstep: Class 26 contains 76257 members 
Mstep: Class 27 contains 1018 members 
Mstep: Class 28 contains 5111 members 
Mstep: Class 29 contains 164963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704832.000000 Penalty: 101055.156250
Iteration 40F: 30 clusters Score -1.577048e+08 nChanged 20250
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 16170 members 
Mstep: Class 3 contains 11103 members 
Mstep: Class 4 contains 290638 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 46909 members 
Mstep: Class 7 contains 40156 members 
Mstep: Class 8 contains 9090 members 
Mstep: Class 9 contains 5895 members 
Mstep: Class 10 contains 16834 members 
Mstep: Class 11 contains 31398 members 
Mstep: Class 12 contains 26891 members 
Mstep: Class 13 contains 51771 members 
Mstep: Class 14 contains 108180 members 
Mstep: Class 15 contains 28499 members 
Mstep: Class 16 contains 96998 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 6305 members 
Mstep: Class 19 contains 50513 members 
Mstep: Class 20 contains 7201 members 
Mstep: Class 21 contains 34654 members 
Mstep: Class 22 contains 24393 members 
Mstep: Class 23 contains 87909 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 6555 members 
Mstep: Class 26 contains 78486 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 5493 members 
Mstep: Class 29 contains 165317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710880.000000 Penalty: 101055.156250
Iteration 41Q: 30 clusters Score -1.577109e+08 nChanged 13317
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 16357 members 
Mstep: Class 3 contains 11145 members 
Mstep: Class 4 contains 288590 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 47040 members 
Mstep: Class 7 contains 40469 members 
Mstep: Class 8 contains 9151 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 16721 members 
Mstep: Class 11 contains 31368 members 
Mstep: Class 12 contains 26351 members 
Mstep: Class 13 contains 51639 members 
Mstep: Class 14 contains 107629 members 
Mstep: Class 15 contains 28763 members 
Mstep: Class 16 contains 97790 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 6666 members 
Mstep: Class 19 contains 50569 members 
Mstep: Class 20 contains 7510 members 
Mstep: Class 21 contains 34632 members 
Mstep: Class 22 contains 23779 members 
Mstep: Class 23 contains 87825 members 
Mstep: Class 24 contains 2850 members 
Mstep: Class 25 contains 7058 members 
Mstep: Class 26 contains 79423 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 5644 members 
Mstep: Class 29 contains 165197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714240.000000 Penalty: 101055.156250
Iteration 42Q: 30 clusters Score -1.577142e+08 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 16551 members 
Mstep: Class 3 contains 11172 members 
Mstep: Class 4 contains 287219 members 
Mstep: Class 5 contains 7418 members 
Mstep: Class 6 contains 47022 members 
Mstep: Class 7 contains 40737 members 
Mstep: Class 8 contains 9214 members 
Mstep: Class 9 contains 5887 members 
Mstep: Class 10 contains 16647 members 
Mstep: Class 11 contains 31339 members 
Mstep: Class 12 contains 25950 members 
Mstep: Class 13 contains 51536 members 
Mstep: Class 14 contains 107242 members 
Mstep: Class 15 contains 28991 members 
Mstep: Class 16 contains 98460 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 6983 members 
Mstep: Class 19 contains 50605 members 
Mstep: Class 20 contains 7789 members 
Mstep: Class 21 contains 34643 members 
Mstep: Class 22 contains 23202 members 
Mstep: Class 23 contains 87737 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 7391 members 
Mstep: Class 26 contains 80037 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 5749 members 
Mstep: Class 29 contains 164951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157716080.000000 Penalty: 101055.156250
Iteration 43Q: 30 clusters Score -1.577161e+08 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 16733 members 
Mstep: Class 3 contains 11181 members 
Mstep: Class 4 contains 286244 members 
Mstep: Class 5 contains 7466 members 
Mstep: Class 6 contains 46962 members 
Mstep: Class 7 contains 40934 members 
Mstep: Class 8 contains 9282 members 
Mstep: Class 9 contains 5884 members 
Mstep: Class 10 contains 16583 members 
Mstep: Class 11 contains 31314 members 
Mstep: Class 12 contains 25567 members 
Mstep: Class 13 contains 51455 members 
Mstep: Class 14 contains 106950 members 
Mstep: Class 15 contains 29286 members 
Mstep: Class 16 contains 99043 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 7267 members 
Mstep: Class 19 contains 50655 members 
Mstep: Class 20 contains 8030 members 
Mstep: Class 21 contains 34714 members 
Mstep: Class 22 contains 22649 members 
Mstep: Class 23 contains 87655 members 
Mstep: Class 24 contains 2985 members 
Mstep: Class 25 contains 7668 members 
Mstep: Class 26 contains 80421 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 5798 members 
Mstep: Class 29 contains 164631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717472.000000 Penalty: 101055.156250
Iteration 44Q: 30 clusters Score -1.577175e+08 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 16955 members 
Mstep: Class 3 contains 11201 members 
Mstep: Class 4 contains 285490 members 
Mstep: Class 5 contains 7486 members 
Mstep: Class 6 contains 46878 members 
Mstep: Class 7 contains 41108 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 5886 members 
Mstep: Class 10 contains 16555 members 
Mstep: Class 11 contains 31293 members 
Mstep: Class 12 contains 25273 members 
Mstep: Class 13 contains 51401 members 
Mstep: Class 14 contains 106723 members 
Mstep: Class 15 contains 29582 members 
Mstep: Class 16 contains 99545 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 7499 members 
Mstep: Class 19 contains 50707 members 
Mstep: Class 20 contains 8245 members 
Mstep: Class 21 contains 34786 members 
Mstep: Class 22 contains 22120 members 
Mstep: Class 23 contains 87521 members 
Mstep: Class 24 contains 3045 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 80724 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 5846 members 
Mstep: Class 29 contains 164267 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 30 clusters Score -1.57719e+08 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 17161 members 
Mstep: Class 3 contains 11248 members 
Mstep: Class 4 contains 284971 members 
Mstep: Class 5 contains 7538 members 
Mstep: Class 6 contains 46786 members 
Mstep: Class 7 contains 41241 members 
Mstep: Class 8 contains 9362 members 
Mstep: Class 9 contains 5884 members 
Mstep: Class 10 contains 16522 members 
Mstep: Class 11 contains 31265 members 
Mstep: Class 12 contains 24999 members 
Mstep: Class 13 contains 51348 members 
Mstep: Class 14 contains 106534 members 
Mstep: Class 15 contains 29869 members 
Mstep: Class 16 contains 99951 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 18 contains 7694 members 
Mstep: Class 19 contains 50771 members 
Mstep: Class 20 contains 8449 members 
Mstep: Class 21 contains 34847 members 
Mstep: Class 22 contains 21642 members 
Mstep: Class 23 contains 87386 members 
Mstep: Class 24 contains 3093 members 
Mstep: Class 25 contains 8057 members 
Mstep: Class 26 contains 80945 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 5872 members 
Mstep: Class 29 contains 163898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720960.000000 Penalty: 101055.156250
Iteration 46Q: 30 clusters Score -1.57721e+08 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 17378 members 
Mstep: Class 3 contains 11279 members 
Mstep: Class 4 contains 284527 members 
Mstep: Class 5 contains 7574 members 
Mstep: Class 6 contains 46706 members 
Mstep: Class 7 contains 41335 members 
Mstep: Class 8 contains 9389 members 
Mstep: Class 9 contains 5886 members 
Mstep: Class 10 contains 16502 members 
Mstep: Class 11 contains 31262 members 
Mstep: Class 12 contains 24754 members 
Mstep: Class 13 contains 51301 members 
Mstep: Class 14 contains 106395 members 
Mstep: Class 15 contains 30168 members 
Mstep: Class 16 contains 100331 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 50833 members 
Mstep: Class 20 contains 8651 members 
Mstep: Class 21 contains 34952 members 
Mstep: Class 22 contains 21176 members 
Mstep: Class 23 contains 87210 members 
Mstep: Class 24 contains 3140 members 
Mstep: Class 25 contains 8194 members 
Mstep: Class 26 contains 81089 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 5886 members 
Mstep: Class 29 contains 163539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721456.000000 Penalty: 101055.156250
Iteration 47Q: 30 clusters Score -1.577215e+08 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 17602 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 284187 members 
Mstep: Class 5 contains 7633 members 
Mstep: Class 6 contains 46650 members 
Mstep: Class 7 contains 41445 members 
Mstep: Class 8 contains 9404 members 
Mstep: Class 9 contains 5889 members 
Mstep: Class 10 contains 16489 members 
Mstep: Class 11 contains 31228 members 
Mstep: Class 12 contains 24519 members 
Mstep: Class 13 contains 51270 members 
Mstep: Class 14 contains 106279 members 
Mstep: Class 15 contains 30443 members 
Mstep: Class 16 contains 100664 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 8012 members 
Mstep: Class 19 contains 50905 members 
Mstep: Class 20 contains 8826 members 
Mstep: Class 21 contains 35075 members 
Mstep: Class 22 contains 20726 members 
Mstep: Class 23 contains 87017 members 
Mstep: Class 24 contains 3167 members 
Mstep: Class 25 contains 8306 members 
Mstep: Class 26 contains 81170 members 
Mstep: Class 27 contains 1045 members 
Mstep: Class 28 contains 5897 members 
Mstep: Class 29 contains 163183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722080.000000 Penalty: 101055.156250
Iteration 48Q: 30 clusters Score -1.577221e+08 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 17821 members 
Mstep: Class 3 contains 11386 members 
Mstep: Class 4 contains 283971 members 
Mstep: Class 5 contains 7693 members 
Mstep: Class 6 contains 46602 members 
Mstep: Class 7 contains 41539 members 
Mstep: Class 8 contains 9417 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 16474 members 
Mstep: Class 11 contains 31193 members 
Mstep: Class 12 contains 24283 members 
Mstep: Class 13 contains 51229 members 
Mstep: Class 14 contains 106173 members 
Mstep: Class 15 contains 30726 members 
Mstep: Class 16 contains 100981 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 8138 members 
Mstep: Class 19 contains 50990 members 
Mstep: Class 20 contains 8985 members 
Mstep: Class 21 contains 35201 members 
Mstep: Class 22 contains 20267 members 
Mstep: Class 23 contains 86812 members 
Mstep: Class 24 contains 3192 members 
Mstep: Class 25 contains 8410 members 
Mstep: Class 26 contains 81230 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 5903 members 
Mstep: Class 29 contains 162795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157722784.000000 Penalty: 101055.156250
Iteration 49Q: 30 clusters Score -1.577228e+08 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 18008 members 
Mstep: Class 3 contains 11467 members 
Mstep: Class 4 contains 283835 members 
Mstep: Class 5 contains 7751 members 
Mstep: Class 6 contains 46542 members 
Mstep: Class 7 contains 41658 members 
Mstep: Class 8 contains 9439 members 
Mstep: Class 9 contains 5893 members 
Mstep: Class 10 contains 16466 members 
Mstep: Class 11 contains 31169 members 
Mstep: Class 12 contains 24085 members 
Mstep: Class 13 contains 51200 members 
Mstep: Class 14 contains 106054 members 
Mstep: Class 15 contains 31025 members 
Mstep: Class 16 contains 101267 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 51061 members 
Mstep: Class 20 contains 9146 members 
Mstep: Class 21 contains 35350 members 
Mstep: Class 22 contains 19811 members 
Mstep: Class 23 contains 86584 members 
Mstep: Class 24 contains 3218 members 
Mstep: Class 25 contains 8497 members 
Mstep: Class 26 contains 81212 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 5907 members 
Mstep: Class 29 contains 162436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157723696.000000 Penalty: 101055.156250
Iteration 50Q: 30 clusters Score -1.577237e+08 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 18154 members 
Mstep: Class 3 contains 11529 members 
Mstep: Class 4 contains 283727 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 46485 members 
Mstep: Class 7 contains 41743 members 
Mstep: Class 8 contains 9458 members 
Mstep: Class 9 contains 5892 members 
Mstep: Class 10 contains 16445 members 
Mstep: Class 11 contains 31141 members 
Mstep: Class 12 contains 23894 members 
Mstep: Class 13 contains 51179 members 
Mstep: Class 14 contains 105964 members 
Mstep: Class 15 contains 31379 members 
Mstep: Class 16 contains 101497 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 51143 members 
Mstep: Class 20 contains 9302 members 
Mstep: Class 21 contains 35534 members 
Mstep: Class 22 contains 19368 members 
Mstep: Class 23 contains 86367 members 
Mstep: Class 24 contains 3237 members 
Mstep: Class 25 contains 8570 members 
Mstep: Class 26 contains 81199 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 5912 members 
Mstep: Class 29 contains 162062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157724224.000000 Penalty: 101055.156250
Iteration 51Q: 30 clusters Score -1.577242e+08 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 18303 members 
Mstep: Class 3 contains 11588 members 
Mstep: Class 4 contains 283692 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 46409 members 
Mstep: Class 7 contains 41799 members 
Mstep: Class 8 contains 9479 members 
Mstep: Class 9 contains 5890 members 
Mstep: Class 10 contains 16431 members 
Mstep: Class 11 contains 31124 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 13 contains 51175 members 
Mstep: Class 14 contains 105877 members 
Mstep: Class 15 contains 31737 members 
Mstep: Class 16 contains 101689 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 8390 members 
Mstep: Class 19 contains 51224 members 
Mstep: Class 20 contains 9459 members 
Mstep: Class 21 contains 35784 members 
Mstep: Class 22 contains 18974 members 
Mstep: Class 23 contains 86053 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 8635 members 
Mstep: Class 26 contains 81208 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 5911 members 
Mstep: Class 29 contains 161664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157724400.000000 Penalty: 101055.156250
Iteration 52Q: 30 clusters Score -1.577244e+08 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 18452 members 
Mstep: Class 3 contains 11660 members 
Mstep: Class 4 contains 283731 members 
Mstep: Class 5 contains 7904 members 
Mstep: Class 6 contains 46317 members 
Mstep: Class 7 contains 41887 members 
Mstep: Class 8 contains 9491 members 
Mstep: Class 9 contains 5889 members 
Mstep: Class 10 contains 16412 members 
Mstep: Class 11 contains 31105 members 
Mstep: Class 12 contains 23479 members 
Mstep: Class 13 contains 51187 members 
Mstep: Class 14 contains 105824 members 
Mstep: Class 15 contains 32064 members 
Mstep: Class 16 contains 101842 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 8448 members 
Mstep: Class 19 contains 51322 members 
Mstep: Class 20 contains 9605 members 
Mstep: Class 21 contains 36041 members 
Mstep: Class 22 contains 18642 members 
Mstep: Class 23 contains 85697 members 
Mstep: Class 24 contains 3279 members 
Mstep: Class 25 contains 8674 members 
Mstep: Class 26 contains 81228 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 161209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157724976.000000 Penalty: 101055.156250
Iteration 53Q: 30 clusters Score -1.57725e+08 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 18564 members 
Mstep: Class 3 contains 11725 members 
Mstep: Class 4 contains 283746 members 
Mstep: Class 5 contains 7944 members 
Mstep: Class 6 contains 46252 members 
Mstep: Class 7 contains 41966 members 
Mstep: Class 8 contains 9498 members 
Mstep: Class 9 contains 5888 members 
Mstep: Class 10 contains 16389 members 
Mstep: Class 11 contains 31087 members 
Mstep: Class 12 contains 23294 members 
Mstep: Class 13 contains 51220 members 
Mstep: Class 14 contains 105773 members 
Mstep: Class 15 contains 32425 members 
Mstep: Class 16 contains 101975 members 
Mstep: Class 17 contains 2379 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 51457 members 
Mstep: Class 20 contains 9759 members 
Mstep: Class 21 contains 36388 members 
Mstep: Class 22 contains 18314 members 
Mstep: Class 23 contains 85287 members 
Mstep: Class 24 contains 3300 members 
Mstep: Class 25 contains 8710 members 
Mstep: Class 26 contains 81187 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 160738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157725216.000000 Penalty: 101055.156250
Iteration 54Q: 30 clusters Score -1.577252e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 18648 members 
Mstep: Class 3 contains 11794 members 
Mstep: Class 4 contains 283810 members 
Mstep: Class 5 contains 7982 members 
Mstep: Class 6 contains 46173 members 
Mstep: Class 7 contains 42035 members 
Mstep: Class 8 contains 9508 members 
Mstep: Class 9 contains 5888 members 
Mstep: Class 10 contains 16372 members 
Mstep: Class 11 contains 31068 members 
Mstep: Class 12 contains 23103 members 
Mstep: Class 13 contains 51241 members 
Mstep: Class 14 contains 105714 members 
Mstep: Class 15 contains 32766 members 
Mstep: Class 16 contains 102102 members 
Mstep: Class 17 contains 2379 members 
Mstep: Class 18 contains 8551 members 
Mstep: Class 19 contains 51593 members 
Mstep: Class 20 contains 9886 members 
Mstep: Class 21 contains 36740 members 
Mstep: Class 22 contains 18020 members 
Mstep: Class 23 contains 84844 members 
Mstep: Class 24 contains 3320 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 81132 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 5900 members 
Mstep: Class 29 contains 160338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157725504.000000 Penalty: 101055.156250
Iteration 55Q: 30 clusters Score -1.577255e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 18733 members 
Mstep: Class 3 contains 11825 members 
Mstep: Class 4 contains 283821 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 46117 members 
Mstep: Class 7 contains 42127 members 
Mstep: Class 8 contains 9525 members 
Mstep: Class 9 contains 5888 members 
Mstep: Class 10 contains 16353 members 
Mstep: Class 11 contains 31051 members 
Mstep: Class 12 contains 22916 members 
Mstep: Class 13 contains 51260 members 
Mstep: Class 14 contains 105677 members 
Mstep: Class 15 contains 33137 members 
Mstep: Class 16 contains 102246 members 
Mstep: Class 17 contains 2379 members 
Mstep: Class 18 contains 8605 members 
Mstep: Class 19 contains 51741 members 
Mstep: Class 20 contains 10017 members 
Mstep: Class 21 contains 37128 members 
Mstep: Class 22 contains 17696 members 
Mstep: Class 23 contains 84397 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 8791 members 
Mstep: Class 26 contains 81051 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 5902 members 
Mstep: Class 29 contains 159906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157725712.000000 Penalty: 101055.156250
Iteration 56Q: 30 clusters Score -1.577257e+08 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 18817 members 
Mstep: Class 3 contains 11853 members 
Mstep: Class 4 contains 283847 members 
Mstep: Class 5 contains 8084 members 
Mstep: Class 6 contains 46060 members 
Mstep: Class 7 contains 42219 members 
Mstep: Class 8 contains 9535 members 
Mstep: Class 9 contains 5890 members 
Mstep: Class 10 contains 16349 members 
Mstep: Class 11 contains 31043 members 
Mstep: Class 12 contains 22743 members 
Mstep: Class 13 contains 51302 members 
Mstep: Class 14 contains 105626 members 
Mstep: Class 15 contains 33510 members 
Mstep: Class 16 contains 102371 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8642 members 
Mstep: Class 19 contains 51903 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 37562 members 
Mstep: Class 22 contains 17345 members 
Mstep: Class 23 contains 83902 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 8834 members 
Mstep: Class 26 contains 80963 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 5903 members 
Mstep: Class 29 contains 159477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157726448.000000 Penalty: 101055.156250
Iteration 57Q: 30 clusters Score -1.577264e+08 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 18884 members 
Mstep: Class 3 contains 11870 members 
Mstep: Class 4 contains 283845 members 
Mstep: Class 5 contains 8143 members 
Mstep: Class 6 contains 46023 members 
Mstep: Class 7 contains 42305 members 
Mstep: Class 8 contains 9542 members 
Mstep: Class 9 contains 5889 members 
Mstep: Class 10 contains 16337 members 
Mstep: Class 11 contains 31029 members 
Mstep: Class 12 contains 22572 members 
Mstep: Class 13 contains 51337 members 
Mstep: Class 14 contains 105591 members 
Mstep: Class 15 contains 33885 members 
Mstep: Class 16 contains 102479 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 18 contains 8675 members 
Mstep: Class 19 contains 52026 members 
Mstep: Class 20 contains 10285 members 
Mstep: Class 21 contains 38052 members 
Mstep: Class 22 contains 17031 members 
Mstep: Class 23 contains 83449 members 
Mstep: Class 24 contains 3358 members 
Mstep: Class 25 contains 8860 members 
Mstep: Class 26 contains 80886 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 5902 members 
Mstep: Class 29 contains 159032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157727264.000000 Penalty: 101055.156250
Iteration 58Q: 30 clusters Score -1.577273e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 18942 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 283895 members 
Mstep: Class 5 contains 8187 members 
Mstep: Class 6 contains 45972 members 
Mstep: Class 7 contains 42394 members 
Mstep: Class 8 contains 9546 members 
Mstep: Class 9 contains 5887 members 
Mstep: Class 10 contains 16331 members 
Mstep: Class 11 contains 31024 members 
Mstep: Class 12 contains 22407 members 
Mstep: Class 13 contains 51349 members 
Mstep: Class 14 contains 105551 members 
Mstep: Class 15 contains 34201 members 
Mstep: Class 16 contains 102589 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 18 contains 8702 members 
Mstep: Class 19 contains 52167 members 
Mstep: Class 20 contains 10414 members 
Mstep: Class 21 contains 38569 members 
Mstep: Class 22 contains 16719 members 
Mstep: Class 23 contains 82938 members 
Mstep: Class 24 contains 3370 members 
Mstep: Class 25 contains 8892 members 
Mstep: Class 26 contains 80803 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 5900 members 
Mstep: Class 29 contains 158633 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 30 clusters Score -1.577276e+08 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 18995 members 
Mstep: Class 3 contains 11927 members 
Mstep: Class 4 contains 283871 members 
Mstep: Class 5 contains 8229 members 
Mstep: Class 6 contains 45919 members 
Mstep: Class 7 contains 42486 members 
Mstep: Class 8 contains 9560 members 
Mstep: Class 9 contains 5888 members 
Mstep: Class 10 contains 16328 members 
Mstep: Class 11 contains 31018 members 
Mstep: Class 12 contains 22262 members 
Mstep: Class 13 contains 51372 members 
Mstep: Class 14 contains 105522 members 
Mstep: Class 15 contains 34538 members 
Mstep: Class 16 contains 102692 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 18 contains 8725 members 
Mstep: Class 19 contains 52316 members 
Mstep: Class 20 contains 10529 members 
Mstep: Class 21 contains 39124 members 
Mstep: Class 22 contains 16467 members 
Mstep: Class 23 contains 82369 members 
Mstep: Class 24 contains 3383 members 
Mstep: Class 25 contains 8912 members 
Mstep: Class 26 contains 80727 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5894 members 
Mstep: Class 29 contains 158238 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 30 clusters Score -1.577282e+08 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 19057 members 
Mstep: Class 3 contains 11872 members 
Mstep: Class 4 contains 283825 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 45860 members 
Mstep: Class 7 contains 42572 members 
Mstep: Class 8 contains 9562 members 
Mstep: Class 9 contains 5881 members 
Mstep: Class 10 contains 16321 members 
Mstep: Class 11 contains 31012 members 
Mstep: Class 12 contains 22136 members 
Mstep: Class 13 contains 51423 members 
Mstep: Class 14 contains 105501 members 
Mstep: Class 15 contains 34850 members 
Mstep: Class 16 contains 102789 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8744 members 
Mstep: Class 19 contains 52475 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 39676 members 
Mstep: Class 22 contains 16221 members 
Mstep: Class 23 contains 81804 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 9002 members 
Mstep: Class 26 contains 80623 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5894 members 
Mstep: Class 29 contains 157897 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 30 clusters Score -1.577287e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 19089 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 283832 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 45812 members 
Mstep: Class 7 contains 42649 members 
Mstep: Class 8 contains 9551 members 
Mstep: Class 9 contains 5875 members 
Mstep: Class 10 contains 16319 members 
Mstep: Class 11 contains 31002 members 
Mstep: Class 12 contains 22010 members 
Mstep: Class 13 contains 51478 members 
Mstep: Class 14 contains 105481 members 
Mstep: Class 15 contains 35104 members 
Mstep: Class 16 contains 102871 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8763 members 
Mstep: Class 19 contains 52618 members 
Mstep: Class 20 contains 10753 members 
Mstep: Class 21 contains 40268 members 
Mstep: Class 22 contains 15998 members 
Mstep: Class 23 contains 81229 members 
Mstep: Class 24 contains 3409 members 
Mstep: Class 25 contains 9063 members 
Mstep: Class 26 contains 80517 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 157537 members 
Entering Unmasked Estep 
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Iteration 62Q: 30 clusters Score -1.577293e+08 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 19132 members 
Mstep: Class 3 contains 11875 members 
Mstep: Class 4 contains 283915 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 45760 members 
Mstep: Class 7 contains 42722 members 
Mstep: Class 8 contains 9544 members 
Mstep: Class 9 contains 5871 members 
Mstep: Class 10 contains 16322 members 
Mstep: Class 11 contains 30995 members 
Mstep: Class 12 contains 21862 members 
Mstep: Class 13 contains 51543 members 
Mstep: Class 14 contains 105466 members 
Mstep: Class 15 contains 35330 members 
Mstep: Class 16 contains 102955 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8781 members 
Mstep: Class 19 contains 52757 members 
Mstep: Class 20 contains 10853 members 
Mstep: Class 21 contains 40789 members 
Mstep: Class 22 contains 15824 members 
Mstep: Class 23 contains 80681 members 
Mstep: Class 24 contains 3418 members 
Mstep: Class 25 contains 9105 members 
Mstep: Class 26 contains 80396 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5891 members 
Mstep: Class 29 contains 157143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157729696.000000 Penalty: 101055.156250
Iteration 63Q: 30 clusters Score -1.577297e+08 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 19172 members 
Mstep: Class 3 contains 11909 members 
Mstep: Class 4 contains 283976 members 
Mstep: Class 5 contains 8344 members 
Mstep: Class 6 contains 45710 members 
Mstep: Class 7 contains 42777 members 
Mstep: Class 8 contains 9550 members 
Mstep: Class 9 contains 5868 members 
Mstep: Class 10 contains 16325 members 
Mstep: Class 11 contains 30986 members 
Mstep: Class 12 contains 21704 members 
Mstep: Class 13 contains 51594 members 
Mstep: Class 14 contains 105437 members 
Mstep: Class 15 contains 35545 members 
Mstep: Class 16 contains 103056 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8802 members 
Mstep: Class 19 contains 52888 members 
Mstep: Class 20 contains 10944 members 
Mstep: Class 21 contains 41236 members 
Mstep: Class 22 contains 15677 members 
Mstep: Class 23 contains 80171 members 
Mstep: Class 24 contains 3430 members 
Mstep: Class 25 contains 9135 members 
Mstep: Class 26 contains 80313 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5882 members 
Mstep: Class 29 contains 156817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157730048.000000 Penalty: 101055.156250
Iteration 64Q: 30 clusters Score -1.5773e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 19199 members 
Mstep: Class 3 contains 11946 members 
Mstep: Class 4 contains 283985 members 
Mstep: Class 5 contains 8353 members 
Mstep: Class 6 contains 45666 members 
Mstep: Class 7 contains 42843 members 
Mstep: Class 8 contains 9554 members 
Mstep: Class 9 contains 5869 members 
Mstep: Class 10 contains 16319 members 
Mstep: Class 11 contains 30958 members 
Mstep: Class 12 contains 21548 members 
Mstep: Class 13 contains 51663 members 
Mstep: Class 14 contains 105404 members 
Mstep: Class 15 contains 35780 members 
Mstep: Class 16 contains 103159 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8820 members 
Mstep: Class 19 contains 53012 members 
Mstep: Class 20 contains 11012 members 
Mstep: Class 21 contains 41628 members 
Mstep: Class 22 contains 15561 members 
Mstep: Class 23 contains 79704 members 
Mstep: Class 24 contains 3440 members 
Mstep: Class 25 contains 9167 members 
Mstep: Class 26 contains 80203 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5883 members 
Mstep: Class 29 contains 156556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157730432.000000 Penalty: 101055.156250
Iteration 65Q: 30 clusters Score -1.577304e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 19201 members 
Mstep: Class 3 contains 11986 members 
Mstep: Class 4 contains 283947 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 45610 members 
Mstep: Class 7 contains 42911 members 
Mstep: Class 8 contains 9563 members 
Mstep: Class 9 contains 5867 members 
Mstep: Class 10 contains 16318 members 
Mstep: Class 11 contains 30947 members 
Mstep: Class 12 contains 21386 members 
Mstep: Class 13 contains 51756 members 
Mstep: Class 14 contains 105369 members 
Mstep: Class 15 contains 36017 members 
Mstep: Class 16 contains 103245 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8837 members 
Mstep: Class 19 contains 53125 members 
Mstep: Class 20 contains 11099 members 
Mstep: Class 21 contains 41996 members 
Mstep: Class 22 contains 15455 members 
Mstep: Class 23 contains 79249 members 
Mstep: Class 24 contains 3445 members 
Mstep: Class 25 contains 9198 members 
Mstep: Class 26 contains 80118 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5871 members 
Mstep: Class 29 contains 156339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157730720.000000 Penalty: 101055.156250
Iteration 66Q: 30 clusters Score -1.577307e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 19212 members 
Mstep: Class 3 contains 12032 members 
Mstep: Class 4 contains 283925 members 
Mstep: Class 5 contains 8395 members 
Mstep: Class 6 contains 45555 members 
Mstep: Class 7 contains 42968 members 
Mstep: Class 8 contains 9565 members 
Mstep: Class 9 contains 5865 members 
Mstep: Class 10 contains 16322 members 
Mstep: Class 11 contains 30937 members 
Mstep: Class 12 contains 21230 members 
Mstep: Class 13 contains 51852 members 
Mstep: Class 14 contains 105345 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 103336 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8854 members 
Mstep: Class 19 contains 53229 members 
Mstep: Class 20 contains 11174 members 
Mstep: Class 21 contains 42332 members 
Mstep: Class 22 contains 15358 members 
Mstep: Class 23 contains 78809 members 
Mstep: Class 24 contains 3450 members 
Mstep: Class 25 contains 9234 members 
Mstep: Class 26 contains 80034 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5861 members 
Mstep: Class 29 contains 156114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731056.000000 Penalty: 101055.156250
Iteration 67Q: 30 clusters Score -1.577311e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 19214 members 
Mstep: Class 3 contains 12063 members 
Mstep: Class 4 contains 283933 members 
Mstep: Class 5 contains 8417 members 
Mstep: Class 6 contains 45496 members 
Mstep: Class 7 contains 43029 members 
Mstep: Class 8 contains 9571 members 
Mstep: Class 9 contains 5865 members 
Mstep: Class 10 contains 16320 members 
Mstep: Class 11 contains 30933 members 
Mstep: Class 12 contains 21097 members 
Mstep: Class 13 contains 51955 members 
Mstep: Class 14 contains 105320 members 
Mstep: Class 15 contains 36446 members 
Mstep: Class 16 contains 103417 members 
Mstep: Class 17 contains 2379 members 
Mstep: Class 18 contains 8875 members 
Mstep: Class 19 contains 53337 members 
Mstep: Class 20 contains 11245 members 
Mstep: Class 21 contains 42611 members 
Mstep: Class 22 contains 15259 members 
Mstep: Class 23 contains 78402 members 
Mstep: Class 24 contains 3457 members 
Mstep: Class 25 contains 9271 members 
Mstep: Class 26 contains 79950 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5858 members 
Mstep: Class 29 contains 155888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731136.000000 Penalty: 101055.156250
Iteration 68Q: 30 clusters Score -1.577311e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 19229 members 
Mstep: Class 3 contains 12104 members 
Mstep: Class 4 contains 283925 members 
Mstep: Class 5 contains 8452 members 
Mstep: Class 6 contains 45459 members 
Mstep: Class 7 contains 43099 members 
Mstep: Class 8 contains 9574 members 
Mstep: Class 9 contains 5862 members 
Mstep: Class 10 contains 16320 members 
Mstep: Class 11 contains 30927 members 
Mstep: Class 12 contains 20955 members 
Mstep: Class 13 contains 52052 members 
Mstep: Class 14 contains 105300 members 
Mstep: Class 15 contains 36638 members 
Mstep: Class 16 contains 103488 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8889 members 
Mstep: Class 19 contains 53436 members 
Mstep: Class 20 contains 11308 members 
Mstep: Class 21 contains 42884 members 
Mstep: Class 22 contains 15166 members 
Mstep: Class 23 contains 78032 members 
Mstep: Class 24 contains 3464 members 
Mstep: Class 25 contains 9294 members 
Mstep: Class 26 contains 79876 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5854 members 
Mstep: Class 29 contains 155640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157730832.000000 Penalty: 101055.156250
Iteration 69Q: 30 clusters Score -1.577308e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 19239 members 
Mstep: Class 3 contains 12159 members 
Mstep: Class 4 contains 283920 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 43153 members 
Mstep: Class 8 contains 9579 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 16324 members 
Mstep: Class 11 contains 30922 members 
Mstep: Class 12 contains 20824 members 
Mstep: Class 13 contains 52139 members 
Mstep: Class 14 contains 105280 members 
Mstep: Class 15 contains 36782 members 
Mstep: Class 16 contains 103547 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8900 members 
Mstep: Class 19 contains 53509 members 
Mstep: Class 20 contains 11377 members 
Mstep: Class 21 contains 43159 members 
Mstep: Class 22 contains 15070 members 
Mstep: Class 23 contains 77721 members 
Mstep: Class 24 contains 3472 members 
Mstep: Class 25 contains 9304 members 
Mstep: Class 26 contains 79820 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5853 members 
Mstep: Class 29 contains 155431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731072.000000 Penalty: 101055.156250
Iteration 70Q: 30 clusters Score -1.577311e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 19246 members 
Mstep: Class 3 contains 12208 members 
Mstep: Class 4 contains 283916 members 
Mstep: Class 5 contains 8500 members 
Mstep: Class 6 contains 45370 members 
Mstep: Class 7 contains 43180 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 5858 members 
Mstep: Class 10 contains 16328 members 
Mstep: Class 11 contains 30913 members 
Mstep: Class 12 contains 20691 members 
Mstep: Class 13 contains 52213 members 
Mstep: Class 14 contains 105259 members 
Mstep: Class 15 contains 36932 members 
Mstep: Class 16 contains 103631 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 53586 members 
Mstep: Class 20 contains 11450 members 
Mstep: Class 21 contains 43401 members 
Mstep: Class 22 contains 15016 members 
Mstep: Class 23 contains 77433 members 
Mstep: Class 24 contains 3479 members 
Mstep: Class 25 contains 9315 members 
Mstep: Class 26 contains 79763 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5848 members 
Mstep: Class 29 contains 155221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731456.000000 Penalty: 101055.156250
Iteration 71Q: 30 clusters Score -1.577315e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 19267 members 
Mstep: Class 3 contains 12241 members 
Mstep: Class 4 contains 283903 members 
Mstep: Class 5 contains 8518 members 
Mstep: Class 6 contains 45328 members 
Mstep: Class 7 contains 43199 members 
Mstep: Class 8 contains 9591 members 
Mstep: Class 9 contains 5856 members 
Mstep: Class 10 contains 16333 members 
Mstep: Class 11 contains 30910 members 
Mstep: Class 12 contains 20556 members 
Mstep: Class 13 contains 52287 members 
Mstep: Class 14 contains 105244 members 
Mstep: Class 15 contains 37060 members 
Mstep: Class 16 contains 103708 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8909 members 
Mstep: Class 19 contains 53644 members 
Mstep: Class 20 contains 11505 members 
Mstep: Class 21 contains 43612 members 
Mstep: Class 22 contains 14977 members 
Mstep: Class 23 contains 77176 members 
Mstep: Class 24 contains 3485 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 79713 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5849 members 
Mstep: Class 29 contains 155053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731632.000000 Penalty: 101055.156250
Iteration 72Q: 30 clusters Score -1.577316e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 19276 members 
Mstep: Class 3 contains 12298 members 
Mstep: Class 4 contains 283909 members 
Mstep: Class 5 contains 8527 members 
Mstep: Class 6 contains 45290 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 9595 members 
Mstep: Class 9 contains 5857 members 
Mstep: Class 10 contains 16341 members 
Mstep: Class 11 contains 30907 members 
Mstep: Class 12 contains 20407 members 
Mstep: Class 13 contains 52346 members 
Mstep: Class 14 contains 105217 members 
Mstep: Class 15 contains 37197 members 
Mstep: Class 16 contains 103780 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8917 members 
Mstep: Class 19 contains 53680 members 
Mstep: Class 20 contains 11564 members 
Mstep: Class 21 contains 43823 members 
Mstep: Class 22 contains 14945 members 
Mstep: Class 23 contains 76950 members 
Mstep: Class 24 contains 3488 members 
Mstep: Class 25 contains 9335 members 
Mstep: Class 26 contains 79656 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5848 members 
Mstep: Class 29 contains 154887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731664.000000 Penalty: 101055.156250
Iteration 73Q: 30 clusters Score -1.577317e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 19291 members 
Mstep: Class 3 contains 12350 members 
Mstep: Class 4 contains 283896 members 
Mstep: Class 5 contains 8535 members 
Mstep: Class 6 contains 45264 members 
Mstep: Class 7 contains 43213 members 
Mstep: Class 8 contains 9595 members 
Mstep: Class 9 contains 5855 members 
Mstep: Class 10 contains 16344 members 
Mstep: Class 11 contains 30902 members 
Mstep: Class 12 contains 20269 members 
Mstep: Class 13 contains 52417 members 
Mstep: Class 14 contains 105199 members 
Mstep: Class 15 contains 37325 members 
Mstep: Class 16 contains 103828 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8932 members 
Mstep: Class 19 contains 53714 members 
Mstep: Class 20 contains 11614 members 
Mstep: Class 21 contains 44062 members 
Mstep: Class 22 contains 14895 members 
Mstep: Class 23 contains 76735 members 
Mstep: Class 24 contains 3492 members 
Mstep: Class 25 contains 9347 members 
Mstep: Class 26 contains 79615 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5846 members 
Mstep: Class 29 contains 154723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731792.000000 Penalty: 101055.156250
Iteration 74Q: 30 clusters Score -1.577318e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 19299 members 
Mstep: Class 3 contains 12411 members 
Mstep: Class 4 contains 283918 members 
Mstep: Class 5 contains 8541 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 43208 members 
Mstep: Class 8 contains 9591 members 
Mstep: Class 9 contains 5854 members 
Mstep: Class 10 contains 16347 members 
Mstep: Class 11 contains 30890 members 
Mstep: Class 12 contains 20123 members 
Mstep: Class 13 contains 52473 members 
Mstep: Class 14 contains 105186 members 
Mstep: Class 15 contains 37474 members 
Mstep: Class 16 contains 103885 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8942 members 
Mstep: Class 19 contains 53754 members 
Mstep: Class 20 contains 11651 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 14861 members 
Mstep: Class 23 contains 76526 members 
Mstep: Class 24 contains 3494 members 
Mstep: Class 25 contains 9358 members 
Mstep: Class 26 contains 79556 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5840 members 
Mstep: Class 29 contains 154577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157731872.000000 Penalty: 101055.156250
Iteration 75Q: 30 clusters Score -1.577319e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 12497 members 
Mstep: Class 4 contains 283958 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 45213 members 
Mstep: Class 7 contains 43224 members 
Mstep: Class 8 contains 9593 members 
Mstep: Class 9 contains 5852 members 
Mstep: Class 10 contains 16351 members 
Mstep: Class 11 contains 30879 members 
Mstep: Class 12 contains 19954 members 
Mstep: Class 13 contains 52510 members 
Mstep: Class 14 contains 105172 members 
Mstep: Class 15 contains 37623 members 
Mstep: Class 16 contains 103959 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8954 members 
Mstep: Class 19 contains 53798 members 
Mstep: Class 20 contains 11677 members 
Mstep: Class 21 contains 44409 members 
Mstep: Class 22 contains 14833 members 
Mstep: Class 23 contains 76347 members 
Mstep: Class 24 contains 3497 members 
Mstep: Class 25 contains 9368 members 
Mstep: Class 26 contains 79499 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 154435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157732144.000000 Penalty: 101055.156250
Iteration 76Q: 30 clusters Score -1.577321e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 19302 members 
Mstep: Class 3 contains 12578 members 
Mstep: Class 4 contains 283953 members 
Mstep: Class 5 contains 8543 members 
Mstep: Class 6 contains 45195 members 
Mstep: Class 7 contains 43236 members 
Mstep: Class 8 contains 9594 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 16355 members 
Mstep: Class 11 contains 30868 members 
Mstep: Class 12 contains 19812 members 
Mstep: Class 13 contains 52560 members 
Mstep: Class 14 contains 105161 members 
Mstep: Class 15 contains 37767 members 
Mstep: Class 16 contains 104024 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8965 members 
Mstep: Class 19 contains 53840 members 
Mstep: Class 20 contains 11693 members 
Mstep: Class 21 contains 44525 members 
Mstep: Class 22 contains 14796 members 
Mstep: Class 23 contains 76184 members 
Mstep: Class 24 contains 3498 members 
Mstep: Class 25 contains 9379 members 
Mstep: Class 26 contains 79445 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5828 members 
Mstep: Class 29 contains 154353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157732208.000000 Penalty: 101055.156250
Iteration 77Q: 30 clusters Score -1.577322e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 19303 members 
Mstep: Class 3 contains 12674 members 
Mstep: Class 4 contains 283955 members 
Mstep: Class 5 contains 8546 members 
Mstep: Class 6 contains 45177 members 
Mstep: Class 7 contains 43232 members 
Mstep: Class 8 contains 9596 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 16353 members 
Mstep: Class 11 contains 30856 members 
Mstep: Class 12 contains 19669 members 
Mstep: Class 13 contains 52605 members 
Mstep: Class 14 contains 105145 members 
Mstep: Class 15 contains 37919 members 
Mstep: Class 16 contains 104082 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8978 members 
Mstep: Class 19 contains 53874 members 
Mstep: Class 20 contains 11714 members 
Mstep: Class 21 contains 44607 members 
Mstep: Class 22 contains 14768 members 
Mstep: Class 23 contains 76043 members 
Mstep: Class 24 contains 3500 members 
Mstep: Class 25 contains 9391 members 
Mstep: Class 26 contains 79389 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5826 members 
Mstep: Class 29 contains 154281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157732496.000000 Penalty: 101055.156250
Iteration 78Q: 30 clusters Score -1.577325e+08 nChanged 1074
Entering ConstructFrom: 
Score: -157732496.000000 Penalty: 101055.156250
Entering ConstructFrom: 
Trying to split cluster 1 (4801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Entering Unmasked Estep 
Score: -531111.750000 Penalty: 2102.191650
	Iteration 0F: 2 clusters Score -531111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -526811.437500 Penalty: 4204.383301
	Iteration 0F: 3 clusters Score -526811.4 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -528156.562500 Penalty: 4204.383301
	Iteration 1F: 3 clusters Score -528156.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -528701.437500 Penalty: 4204.383301
	Iteration 2F: 3 clusters Score -528701.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -529249.500000 Penalty: 4204.383301
	Iteration 3F: 3 clusters Score -529249.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -529679.812500 Penalty: 4204.383301
	Iteration 4F: 3 clusters Score -529679.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -529983.687500 Penalty: 4204.383301
	Iteration 5F: 3 clusters Score -529983.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -530209.062500 Penalty: 4204.383301
	Iteration 6F: 3 clusters Score -530209.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -530354.062500 Penalty: 4204.383301
	Iteration 7Q: 3 clusters Score -530354.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -530456.312500 Penalty: 4204.383301
	Iteration 8Q: 3 clusters Score -530456.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -530506.125000 Penalty: 4204.383301
	Iteration 9Q: 3 clusters Score -530506.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -530549.312500 Penalty: 4204.383301
	Iteration 10Q: 3 clusters Score -530549.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -530579.437500 Penalty: 4204.383301
	Iteration 11Q: 3 clusters Score -530579.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -530597.312500 Penalty: 4204.383301
	Iteration 12Q: 3 clusters Score -530597.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -530615.812500 Penalty: 4204.383301
	Iteration 13Q: 3 clusters Score -530615.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -530631.750000 Penalty: 4204.383301
	Iteration 14Q: 3 clusters Score -530631.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -530642.937500 Penalty: 4204.383301
	Iteration 15Q: 3 clusters Score -530642.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -530648.062500 Penalty: 4204.383301
	Iteration 16Q: 3 clusters Score -530648.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -530653.875000 Penalty: 4204.383301
	Iteration 17Q: 3 clusters Score -530653.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -530657.625000 Penalty: 4204.383301
	Iteration 18Q: 3 clusters Score -530657.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -530661.375000 Penalty: 4204.383301
	Iteration 19Q: 3 clusters Score -530661.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -530663.937500 Penalty: 4204.383301
	Iteration 20F: 3 clusters Score -530663.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -530667.312500 Penalty: 4204.383301
	Iteration 21Q: 3 clusters Score -530667.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -530668.437500 Penalty: 4204.383301
	Iteration 22Q: 3 clusters Score -530668.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -530669.062500 Penalty: 4204.383301
	Iteration 23Q: 3 clusters Score -530669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -530669.625000 Penalty: 4204.383301
	Iteration 24Q: 3 clusters Score -530669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -530669.875000 Penalty: 4204.383301
	Iteration 25Q: 3 clusters Score -530669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -530669.875000 Penalty: 4204.383301
	Iteration 26F: 3 clusters Score -530669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Entering Unmasked Estep 
Score: -2465299.750000 Penalty: 2447.100830
	Iteration 0F: 2 clusters Score -2465300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2451673.250000 Penalty: 4894.201660
	Iteration 0F: 3 clusters Score -2451673 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2456189.000000 Penalty: 4894.201660
	Iteration 1F: 3 clusters Score -2456189 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2456602.500000 Penalty: 4894.201660
	Iteration 2F: 3 clusters Score -2456602 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2457023.250000 Penalty: 4894.201660
	Iteration 3F: 3 clusters Score -2457023 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2457567.000000 Penalty: 4894.201660
	Iteration 4F: 3 clusters Score -2457567 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2458357.500000 Penalty: 4894.201660
	Iteration 5F: 3 clusters Score -2458358 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2459389.000000 Penalty: 4894.201660
	Iteration 6F: 3 clusters Score -2459389 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2460641.000000 Penalty: 4894.201660
	Iteration 7F: 3 clusters Score -2460641 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2461827.750000 Penalty: 4894.201660
	Iteration 8F: 3 clusters Score -2461828 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2462618.000000 Penalty: 4894.201660
	Iteration 9Q: 3 clusters Score -2462618 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2463098.250000 Penalty: 4894.201660
	Iteration 10Q: 3 clusters Score -2463098 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2463386.250000 Penalty: 4894.201660
	Iteration 11Q: 3 clusters Score -2463386 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2463555.000000 Penalty: 4894.201660
	Iteration 12Q: 3 clusters Score -2463555 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2463655.000000 Penalty: 4894.201660
	Iteration 13Q: 3 clusters Score -2463655 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2463720.000000 Penalty: 4894.201660
	Iteration 14Q: 3 clusters Score -2463720 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2463757.250000 Penalty: 4894.201660
	Iteration 15Q: 3 clusters Score -2463757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2463771.750000 Penalty: 4894.201660
	Iteration 16Q: 3 clusters Score -2463772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2463784.000000 Penalty: 4894.201660
	Iteration 17Q: 3 clusters Score -2463784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2463795.500000 Penalty: 4894.201660
	Iteration 18Q: 3 clusters Score -2463796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2463806.500000 Penalty: 4894.201660
	Iteration 19Q: 3 clusters Score -2463806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2463814.000000 Penalty: 4894.201660
	Iteration 20F: 3 clusters Score -2463814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2463814.000000 Penalty: 4894.201660
	Iteration 21Q: 3 clusters Score -2463814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2463814.750000 Penalty: 4894.201660
	Iteration 22Q: 3 clusters Score -2463815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2463815.000000 Penalty: 4894.201660
	Iteration 23Q: 3 clusters Score -2463815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2463817.250000 Penalty: 4894.201660
	Iteration 24Q: 3 clusters Score -2463817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2463817.500000 Penalty: 4894.201660
	Iteration 25Q: 3 clusters Score -2463818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2463816.750000 Penalty: 4894.201660
	Iteration 26Q: 3 clusters Score -2463817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2463819.000000 Penalty: 4894.201660
	Iteration 27Q: 3 clusters Score -2463819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2463821.500000 Penalty: 4894.201660
	Iteration 28Q: 3 clusters Score -2463822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2463823.000000 Penalty: 4894.201660
	Iteration 29Q: 3 clusters Score -2463823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2463823.000000 Penalty: 4894.201660
	Iteration 30F: 3 clusters Score -2463823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Entering Unmasked Estep 
Score: -1447576.875000 Penalty: 2344.531738
	Iteration 0F: 2 clusters Score -1447577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1438200.000000 Penalty: 4689.063477
	Iteration 0F: 3 clusters Score -1438200 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1441360.500000 Penalty: 4689.063477
	Iteration 1F: 3 clusters Score -1441360 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1441991.375000 Penalty: 4689.063477
	Iteration 2F: 3 clusters Score -1441991 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1442497.875000 Penalty: 4689.063477
	Iteration 3F: 3 clusters Score -1442498 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1442954.875000 Penalty: 4689.063477
	Iteration 4F: 3 clusters Score -1442955 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1443409.750000 Penalty: 4689.063477
	Iteration 5F: 3 clusters Score -1443410 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1443759.125000 Penalty: 4689.063477
	Iteration 6Q: 3 clusters Score -1443759 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1444038.000000 Penalty: 4689.063477
	Iteration 7Q: 3 clusters Score -1444038 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1444266.875000 Penalty: 4689.063477
	Iteration 8Q: 3 clusters Score -1444267 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1444473.000000 Penalty: 4689.063477
	Iteration 9Q: 3 clusters Score -1444473 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1444687.375000 Penalty: 4689.063477
	Iteration 10Q: 3 clusters Score -1444687 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1444911.375000 Penalty: 4689.063477
	Iteration 11Q: 3 clusters Score -1444911 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1445179.625000 Penalty: 4689.063477
	Iteration 12Q: 3 clusters Score -1445180 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1445481.875000 Penalty: 4689.063477
	Iteration 13Q: 3 clusters Score -1445482 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1445753.750000 Penalty: 4689.063477
	Iteration 14Q: 3 clusters Score -1445754 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1445994.375000 Penalty: 4689.063477
	Iteration 15Q: 3 clusters Score -1445994 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1446204.625000 Penalty: 4689.063477
	Iteration 16Q: 3 clusters Score -1446205 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1446400.625000 Penalty: 4689.063477
	Iteration 17Q: 3 clusters Score -1446401 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1446555.375000 Penalty: 4689.063477
	Iteration 18Q: 3 clusters Score -1446555 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1446673.625000 Penalty: 4689.063477
	Iteration 19Q: 3 clusters Score -1446674 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1446751.875000 Penalty: 4689.063477
	Iteration 20F: 3 clusters Score -1446752 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1446809.875000 Penalty: 4689.063477
	Iteration 21Q: 3 clusters Score -1446810 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1446860.125000 Penalty: 4689.063477
	Iteration 22Q: 3 clusters Score -1446860 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1446905.750000 Penalty: 4689.063477
	Iteration 23Q: 3 clusters Score -1446906 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1446941.750000 Penalty: 4689.063477
	Iteration 24Q: 3 clusters Score -1446942 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1446972.875000 Penalty: 4689.063477
	Iteration 25Q: 3 clusters Score -1446973 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1446995.500000 Penalty: 4689.063477
	Iteration 26Q: 3 clusters Score -1446996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1447017.000000 Penalty: 4689.063477
	Iteration 27Q: 3 clusters Score -1447017 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1447036.000000 Penalty: 4689.063477
	Iteration 28Q: 3 clusters Score -1447036 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1447059.625000 Penalty: 4689.063477
	Iteration 29Q: 3 clusters Score -1447060 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1447083.625000 Penalty: 4689.063477
	Iteration 30Q: 3 clusters Score -1447084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1447099.750000 Penalty: 4689.063477
	Iteration 31Q: 3 clusters Score -1447100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1447123.000000 Penalty: 4689.063477
	Iteration 32Q: 3 clusters Score -1447123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1447128.000000 Penalty: 4689.063477
	Iteration 33Q: 3 clusters Score -1447128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1447139.000000 Penalty: 4689.063477
	Iteration 34Q: 3 clusters Score -1447139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1447146.375000 Penalty: 4689.063477
	Iteration 35Q: 3 clusters Score -1447146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1447151.750000 Penalty: 4689.063477
	Iteration 36Q: 3 clusters Score -1447152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1447159.125000 Penalty: 4689.063477
	Iteration 37Q: 3 clusters Score -1447159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1447158.750000 Penalty: 4689.063477
	Iteration 38Q: 3 clusters Score -1447159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1447164.000000 Penalty: 4689.063477
	Iteration 39Q: 3 clusters Score -1447164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1447164.375000 Penalty: 4689.063477
	Iteration 40F: 3 clusters Score -1447164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1447165.750000 Penalty: 4689.063477
	Iteration 41Q: 3 clusters Score -1447166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1447165.125000 Penalty: 4689.063477
	Iteration 42Q: 3 clusters Score -1447165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1447163.875000 Penalty: 4689.063477
	Iteration 43Q: 3 clusters Score -1447164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1447166.625000 Penalty: 4689.063477
	Iteration 44Q: 3 clusters Score -1447167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1447168.000000 Penalty: 4689.063477
	Iteration 45Q: 3 clusters Score -1447168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1447171.375000 Penalty: 4689.063477
	Iteration 46Q: 3 clusters Score -1447171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1447172.000000 Penalty: 4689.063477
	Iteration 47Q: 3 clusters Score -1447172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1447173.500000 Penalty: 4689.063477
	Iteration 48Q: 3 clusters Score -1447174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1447172.250000 Penalty: 4689.063477
	Iteration 49Q: 3 clusters Score -1447172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1447174.125000 Penalty: 4689.063477
	Iteration 50Q: 3 clusters Score -1447174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1447174.125000 Penalty: 4689.063477
	Iteration 51Q: 3 clusters Score -1447174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1447172.000000 Penalty: 4689.063477
	Iteration 52Q: 3 clusters Score -1447172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1447172.000000 Penalty: 4689.063477
	Iteration 53Q: 3 clusters Score -1447172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1447171.500000 Penalty: 4689.063477
	Iteration 54Q: 3 clusters Score -1447172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1447171.125000 Penalty: 4689.063477
	Iteration 55Q: 3 clusters Score -1447171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1447173.500000 Penalty: 4689.063477
	Iteration 56Q: 3 clusters Score -1447174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1447175.125000 Penalty: 4689.063477
	Iteration 57Q: 3 clusters Score -1447175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1447175.375000 Penalty: 4689.063477
	Iteration 58Q: 3 clusters Score -1447175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1447174.125000 Penalty: 4689.063477
	Iteration 59Q: 3 clusters Score -1447174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1447176.250000 Penalty: 4689.063477
	Iteration 60F: 3 clusters Score -1447176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1447174.500000 Penalty: 4689.063477
	Iteration 61Q: 3 clusters Score -1447174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1447176.250000 Penalty: 4689.063477
	Iteration 62Q: 3 clusters Score -1447176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1447177.000000 Penalty: 4689.063477
	Iteration 63Q: 3 clusters Score -1447177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1447175.875000 Penalty: 4689.063477
	Iteration 64Q: 3 clusters Score -1447176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1447173.000000 Penalty: 4689.063477
	Iteration 65Q: 3 clusters Score -1447173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1447178.500000 Penalty: 4689.063477
	Iteration 66Q: 3 clusters Score -1447178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1447180.000000 Penalty: 4689.063477
	Iteration 67Q: 3 clusters Score -1447180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1447180.500000 Penalty: 4689.063477
	Iteration 68Q: 3 clusters Score -1447180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1447178.125000 Penalty: 4689.063477
	Iteration 69Q: 3 clusters Score -1447178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1447181.375000 Penalty: 4689.063477
	Iteration 70Q: 3 clusters Score -1447181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1447180.500000 Penalty: 4689.063477
	Iteration 71Q: 3 clusters Score -1447180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1447181.750000 Penalty: 4689.063477
	Iteration 72Q: 3 clusters Score -1447182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1447180.125000 Penalty: 4689.063477
	Iteration 73Q: 3 clusters Score -1447180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1447180.125000 Penalty: 4689.063477
	Iteration 74F: 3 clusters Score -1447180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (283978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283978 members 
Entering Unmasked Estep 
Score: -36630796.000000 Penalty: 3114.049805
	Iteration 0F: 2 clusters Score -3.66308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142012 members 
Mstep: Class 2 contains 141966 members 
Entering Unmasked Estep 
Score: -36458912.000000 Penalty: 6228.099609
	Iteration 0F: 3 clusters Score -3.645891e+07 nChanged 137600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139964 members 
Mstep: Class 2 contains 144014 members 
Entering Unmasked Estep 
Score: -36539620.000000 Penalty: 6228.099609
	Iteration 1F: 3 clusters Score -3.653962e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138619 members 
Mstep: Class 2 contains 145359 members 
Entering Unmasked Estep 
Score: -36540332.000000 Penalty: 6228.099609
	Iteration 2Q: 3 clusters Score -3.654033e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136543 members 
Mstep: Class 2 contains 147435 members 
Entering Unmasked Estep 
Score: -36541288.000000 Penalty: 6228.099609
	Iteration 3Q: 3 clusters Score -3.654129e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133277 members 
Mstep: Class 2 contains 150701 members 
Entering Unmasked Estep 
Score: -36542624.000000 Penalty: 6228.099609
	Iteration 4Q: 3 clusters Score -3.654262e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128339 members 
Mstep: Class 2 contains 155639 members 
Entering Unmasked Estep 
Score: -36544076.000000 Penalty: 6228.099609
	Iteration 5Q: 3 clusters Score -3.654408e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121059 members 
Mstep: Class 2 contains 162919 members 
Entering Unmasked Estep 
Score: -36546260.000000 Penalty: 6228.099609
	Iteration 6Q: 3 clusters Score -3.654626e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110713 members 
Mstep: Class 2 contains 173265 members 
Entering Unmasked Estep 
Score: -36550296.000000 Penalty: 6228.099609
	Iteration 7Q: 3 clusters Score -3.65503e+07 nChanged 16003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96266 members 
Mstep: Class 2 contains 187712 members 
Entering Unmasked Estep 
Score: -36557072.000000 Penalty: 6228.099609
	Iteration 8F: 3 clusters Score -3.655707e+07 nChanged 19103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78239 members 
Mstep: Class 2 contains 205739 members 
Entering Unmasked Estep 
Score: -36567316.000000 Penalty: 6228.099609
	Iteration 9F: 3 clusters Score -3.656732e+07 nChanged 20509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 225520 members 
Entering Unmasked Estep 
Score: -36583376.000000 Penalty: 6228.099609
	Iteration 10F: 3 clusters Score -3.658338e+07 nChanged 20180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 245520 members 
Entering Unmasked Estep 
Score: -36599668.000000 Penalty: 6228.099609
	Iteration 11F: 3 clusters Score -3.659967e+07 nChanged 16706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 262196 members 
Entering Unmasked Estep 
Score: -36612800.000000 Penalty: 6228.099609
	Iteration 12F: 3 clusters Score -3.66128e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 273413 members 
Entering Unmasked Estep 
Score: -36621148.000000 Penalty: 6228.099609
	Iteration 13Q: 3 clusters Score -3.662115e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 279419 members 
Entering Unmasked Estep 
Score: -36625268.000000 Penalty: 6228.099609
	Iteration 14Q: 3 clusters Score -3.662527e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 282036 members 
Entering Unmasked Estep 
Score: -36626836.000000 Penalty: 6228.099609
	Iteration 15Q: 3 clusters Score -3.662684e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 283047 members 
Entering Unmasked Estep 
Score: -36627540.000000 Penalty: 6228.099609
	Iteration 16Q: 3 clusters Score -3.662754e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 283380 members 
Entering Unmasked Estep 
Score: -36627704.000000 Penalty: 6228.099609
	Iteration 17Q: 3 clusters Score -3.66277e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 283515 members 
Entering Unmasked Estep 
Score: -36627812.000000 Penalty: 6228.099609
	Iteration 18Q: 3 clusters Score -3.662781e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 283568 members 
Entering Unmasked Estep 
Score: -36627892.000000 Penalty: 6228.099609
	Iteration 19Q: 3 clusters Score -3.662789e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 283609 members 
Entering Unmasked Estep 
Score: -36627936.000000 Penalty: 6228.099609
	Iteration 20F: 3 clusters Score -3.662794e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 283628 members 
Entering Unmasked Estep 
Score: -36627976.000000 Penalty: 6228.099609
	Iteration 21Q: 3 clusters Score -3.662798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 283643 members 
Entering Unmasked Estep 
Score: -36627996.000000 Penalty: 6228.099609
	Iteration 22Q: 3 clusters Score -3.6628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 283647 members 
Entering Unmasked Estep 
Score: -36628028.000000 Penalty: 6228.099609
	Iteration 23Q: 3 clusters Score -3.662803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283653 members 
Entering Unmasked Estep 
Score: -36628016.000000 Penalty: 6228.099609
	Iteration 24Q: 3 clusters Score -3.662802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 283659 members 
Entering Unmasked Estep 
Score: -36628032.000000 Penalty: 6228.099609
	Iteration 25Q: 3 clusters Score -3.662803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 283663 members 
Entering Unmasked Estep 
Score: -36628020.000000 Penalty: 6228.099609
	Iteration 26Q: 3 clusters Score -3.662802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 283665 members 
Entering Unmasked Estep 
Score: -36628044.000000 Penalty: 6228.099609
	Iteration 27Q: 3 clusters Score -3.662804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 283673 members 
Entering Unmasked Estep 
Score: -36628032.000000 Penalty: 6228.099609
	Iteration 28Q: 3 clusters Score -3.662803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 283676 members 
Entering Unmasked Estep 
Score: -36628028.000000 Penalty: 6228.099609
	Iteration 29Q: 3 clusters Score -3.662803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 283675 members 
Entering Unmasked Estep 
Score: -36628060.000000 Penalty: 6228.099609
	Iteration 30Q: 3 clusters Score -3.662806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 283676 members 
Entering Unmasked Estep 
Score: -36628068.000000 Penalty: 6228.099609
	Iteration 31Q: 3 clusters Score -3.662807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 283679 members 
Entering Unmasked Estep 
Score: -36628060.000000 Penalty: 6228.099609
	Iteration 32Q: 3 clusters Score -3.662806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 283677 members 
Entering Unmasked Estep 
Score: -36628056.000000 Penalty: 6228.099609
	Iteration 33Q: 3 clusters Score -3.662806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 283677 members 
Entering Unmasked Estep 
Score: -36628056.000000 Penalty: 6228.099609
	Iteration 34F: 3 clusters Score -3.662806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Entering Unmasked Estep 
Score: -1009485.500000 Penalty: 2245.285400
	Iteration 0F: 2 clusters Score -1009486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1002789.250000 Penalty: 4490.570801
	Iteration 0F: 3 clusters Score -1002789 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1004940.937500 Penalty: 4490.570801
	Iteration 1F: 3 clusters Score -1004941 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1005566.375000 Penalty: 4490.570801
	Iteration 2F: 3 clusters Score -1005566 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1006292.437500 Penalty: 4490.570801
	Iteration 3F: 3 clusters Score -1006292 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1007262.000000 Penalty: 4490.570801
	Iteration 4F: 3 clusters Score -1007262 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1008730.187500 Penalty: 4490.570801
	Iteration 5F: 3 clusters Score -1008730 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1010171.000000 Penalty: 4490.570801
	Iteration 6F: 3 clusters Score -1010171 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1010927.125000 Penalty: 4490.570801
	Iteration 7F: 3 clusters Score -1010927 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1011192.562500 Penalty: 4490.570801
	Iteration 8Q: 3 clusters Score -1011193 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1011287.812500 Penalty: 4490.570801
	Iteration 9Q: 3 clusters Score -1011288 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1011332.125000 Penalty: 4490.570801
	Iteration 10Q: 3 clusters Score -1011332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1011352.437500 Penalty: 4490.570801
	Iteration 11Q: 3 clusters Score -1011352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1011365.500000 Penalty: 4490.570801
	Iteration 12Q: 3 clusters Score -1011366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1011371.312500 Penalty: 4490.570801
	Iteration 13Q: 3 clusters Score -1011371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1011375.312500 Penalty: 4490.570801
	Iteration 14Q: 3 clusters Score -1011375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1011379.687500 Penalty: 4490.570801
	Iteration 15Q: 3 clusters Score -1011380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1011384.812500 Penalty: 4490.570801
	Iteration 16Q: 3 clusters Score -1011385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1011387.437500 Penalty: 4490.570801
	Iteration 17Q: 3 clusters Score -1011387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1011388.000000 Penalty: 4490.570801
	Iteration 18Q: 3 clusters Score -1011388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1011388.875000 Penalty: 4490.570801
	Iteration 19Q: 3 clusters Score -1011389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1011389.562500 Penalty: 4490.570801
	Iteration 20F: 3 clusters Score -1011390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1011388.250000 Penalty: 4490.570801
	Iteration 21Q: 3 clusters Score -1011388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1011388.250000 Penalty: 4490.570801
	Iteration 22F: 3 clusters Score -1011388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 19290 members 
Mstep: Class 3 contains 12756 members 
Mstep: Class 4 contains 283978 members 
Mstep: Class 5 contains 4508 members 
Mstep: Class 6 contains 45156 members 
Mstep: Class 7 contains 43244 members 
Mstep: Class 8 contains 9605 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 16359 members 
Mstep: Class 11 contains 30846 members 
Mstep: Class 12 contains 19524 members 
Mstep: Class 13 contains 52651 members 
Mstep: Class 14 contains 105126 members 
Mstep: Class 15 contains 38042 members 
Mstep: Class 16 contains 104154 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8984 members 
Mstep: Class 19 contains 53900 members 
Mstep: Class 20 contains 11733 members 
Mstep: Class 21 contains 44684 members 
Mstep: Class 22 contains 14746 members 
Mstep: Class 23 contains 75913 members 
Mstep: Class 24 contains 3505 members 
Mstep: Class 25 contains 9394 members 
Mstep: Class 26 contains 79328 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5826 members 
Mstep: Class 29 contains 154214 members 
Mstep: Class 30 contains 4041 members 
Entering Unmasked Estep 
Score: -157733088.000000 Penalty: 104539.820312
Splitting cluster 5 changes total score from -157732496.000000 to -157733088.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 6 (45156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Entering Unmasked Estep 
Score: -5719397.500000 Penalty: 2658.033936
	Iteration 0F: 2 clusters Score -5719398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -5688918.000000 Penalty: 5316.067871
	Iteration 0F: 3 clusters Score -5688918 nChanged 20595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -5700117.500000 Penalty: 5316.067871
	Iteration 1F: 3 clusters Score -5700118 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -5700553.000000 Penalty: 5316.067871
	Iteration 2Q: 3 clusters Score -5700553 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -5700958.000000 Penalty: 5316.067871
	Iteration 3Q: 3 clusters Score -5700958 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -5701292.500000 Penalty: 5316.067871
	Iteration 4Q: 3 clusters Score -5701292 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -5701671.500000 Penalty: 5316.067871
	Iteration 5Q: 3 clusters Score -5701672 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -5702032.500000 Penalty: 5316.067871
	Iteration 6Q: 3 clusters Score -5702032 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -5702545.000000 Penalty: 5316.067871
	Iteration 7Q: 3 clusters Score -5702545 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -5703179.000000 Penalty: 5316.067871
	Iteration 8Q: 3 clusters Score -5703179 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -5704091.500000 Penalty: 5316.067871
	Iteration 9Q: 3 clusters Score -5704092 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -5705285.000000 Penalty: 5316.067871
	Iteration 10Q: 3 clusters Score -5705285 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -5706908.000000 Penalty: 5316.067871
	Iteration 11F: 3 clusters Score -5706908 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -5708888.000000 Penalty: 5316.067871
	Iteration 12F: 3 clusters Score -5708888 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -5710921.000000 Penalty: 5316.067871
	Iteration 13F: 3 clusters Score -5710921 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -5712801.500000 Penalty: 5316.067871
	Iteration 14F: 3 clusters Score -5712802 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -5714311.500000 Penalty: 5316.067871
	Iteration 15Q: 3 clusters Score -5714312 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5715356.000000 Penalty: 5316.067871
	Iteration 16Q: 3 clusters Score -5715356 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -5716023.000000 Penalty: 5316.067871
	Iteration 17Q: 3 clusters Score -5716023 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -5716422.000000 Penalty: 5316.067871
	Iteration 18Q: 3 clusters Score -5716422 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -5716629.000000 Penalty: 5316.067871
	Iteration 19Q: 3 clusters Score -5716629 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -5716745.000000 Penalty: 5316.067871
	Iteration 20F: 3 clusters Score -5716745 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -5716828.500000 Penalty: 5316.067871
	Iteration 21Q: 3 clusters Score -5716828 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -5716900.500000 Penalty: 5316.067871
	Iteration 22Q: 3 clusters Score -5716900 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -5716950.500000 Penalty: 5316.067871
	Iteration 23Q: 3 clusters Score -5716950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -5716979.500000 Penalty: 5316.067871
	Iteration 24Q: 3 clusters Score -5716980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -5717001.000000 Penalty: 5316.067871
	Iteration 25Q: 3 clusters Score -5717001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -5717032.500000 Penalty: 5316.067871
	Iteration 26Q: 3 clusters Score -5717032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -5717050.500000 Penalty: 5316.067871
	Iteration 27Q: 3 clusters Score -5717050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -5717064.000000 Penalty: 5316.067871
	Iteration 28Q: 3 clusters Score -5717064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -5717066.500000 Penalty: 5316.067871
	Iteration 29Q: 3 clusters Score -5717066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -5717063.000000 Penalty: 5316.067871
	Iteration 30Q: 3 clusters Score -5717063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -5717069.000000 Penalty: 5316.067871
	Iteration 31Q: 3 clusters Score -5717069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -5717074.000000 Penalty: 5316.067871
	Iteration 32Q: 3 clusters Score -5717074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -5717070.500000 Penalty: 5316.067871
	Iteration 33Q: 3 clusters Score -5717070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -5717074.500000 Penalty: 5316.067871
	Iteration 34Q: 3 clusters Score -5717074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -5717083.000000 Penalty: 5316.067871
	Iteration 35Q: 3 clusters Score -5717083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -5717082.000000 Penalty: 5316.067871
	Iteration 36Q: 3 clusters Score -5717082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -5717084.500000 Penalty: 5316.067871
	Iteration 37Q: 3 clusters Score -5717084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -5717083.500000 Penalty: 5316.067871
	Iteration 38Q: 3 clusters Score -5717084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -5717080.500000 Penalty: 5316.067871
	Iteration 39Q: 3 clusters Score -5717080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -5717089.000000 Penalty: 5316.067871
	Iteration 40F: 3 clusters Score -5717089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -5717086.000000 Penalty: 5316.067871
	Iteration 41Q: 3 clusters Score -5717086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -5717094.000000 Penalty: 5316.067871
	Iteration 42Q: 3 clusters Score -5717094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -5717098.000000 Penalty: 5316.067871
	Iteration 43Q: 3 clusters Score -5717098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -5717100.000000 Penalty: 5316.067871
	Iteration 44Q: 3 clusters Score -5717100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -5717101.500000 Penalty: 5316.067871
	Iteration 45Q: 3 clusters Score -5717102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -5717101.500000 Penalty: 5316.067871
	Iteration 46F: 3 clusters Score -5717102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Entering Unmasked Estep 
Score: -5536705.500000 Penalty: 2647.304199
	Iteration 0F: 2 clusters Score -5536706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5507457.000000 Penalty: 5294.608398
	Iteration 0F: 3 clusters Score -5507457 nChanged 19828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -5518715.500000 Penalty: 5294.608398
	Iteration 1F: 3 clusters Score -5518716 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -5519530.000000 Penalty: 5294.608398
	Iteration 2Q: 3 clusters Score -5519530 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -5520796.000000 Penalty: 5294.608398
	Iteration 3F: 3 clusters Score -5520796 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -5522931.500000 Penalty: 5294.608398
	Iteration 4F: 3 clusters Score -5522932 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -5526014.500000 Penalty: 5294.608398
	Iteration 5F: 3 clusters Score -5526014 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -5529093.000000 Penalty: 5294.608398
	Iteration 6F: 3 clusters Score -5529093 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -5531250.000000 Penalty: 5294.608398
	Iteration 7F: 3 clusters Score -5531250 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -5532477.000000 Penalty: 5294.608398
	Iteration 8F: 3 clusters Score -5532477 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -5532987.000000 Penalty: 5294.608398
	Iteration 9Q: 3 clusters Score -5532987 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -5533252.000000 Penalty: 5294.608398
	Iteration 10Q: 3 clusters Score -5533252 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -5533408.500000 Penalty: 5294.608398
	Iteration 11Q: 3 clusters Score -5533408 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -5533547.500000 Penalty: 5294.608398
	Iteration 12Q: 3 clusters Score -5533548 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -5533682.500000 Penalty: 5294.608398
	Iteration 13Q: 3 clusters Score -5533682 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -5533791.500000 Penalty: 5294.608398
	Iteration 14Q: 3 clusters Score -5533792 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -5533916.000000 Penalty: 5294.608398
	Iteration 15Q: 3 clusters Score -5533916 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -5534027.000000 Penalty: 5294.608398
	Iteration 16Q: 3 clusters Score -5534027 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -5534156.000000 Penalty: 5294.608398
	Iteration 17Q: 3 clusters Score -5534156 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -5534328.000000 Penalty: 5294.608398
	Iteration 18Q: 3 clusters Score -5534328 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -5534512.000000 Penalty: 5294.608398
	Iteration 19Q: 3 clusters Score -5534512 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -5534697.500000 Penalty: 5294.608398
	Iteration 20F: 3 clusters Score -5534698 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -5534911.500000 Penalty: 5294.608398
	Iteration 21Q: 3 clusters Score -5534912 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -5535152.500000 Penalty: 5294.608398
	Iteration 22Q: 3 clusters Score -5535152 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -5535433.000000 Penalty: 5294.608398
	Iteration 23Q: 3 clusters Score -5535433 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -5535759.000000 Penalty: 5294.608398
	Iteration 24Q: 3 clusters Score -5535759 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -5536069.000000 Penalty: 5294.608398
	Iteration 25Q: 3 clusters Score -5536069 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -5536339.500000 Penalty: 5294.608398
	Iteration 26Q: 3 clusters Score -5536340 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -5536524.500000 Penalty: 5294.608398
	Iteration 27Q: 3 clusters Score -5536524 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -5536629.500000 Penalty: 5294.608398
	Iteration 28Q: 3 clusters Score -5536630 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -5536726.500000 Penalty: 5294.608398
	Iteration 29Q: 3 clusters Score -5536726 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -5536765.000000 Penalty: 5294.608398
	Iteration 30Q: 3 clusters Score -5536765 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -5536796.500000 Penalty: 5294.608398
	Iteration 31Q: 3 clusters Score -5536796 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -5536805.500000 Penalty: 5294.608398
	Iteration 32Q: 3 clusters Score -5536806 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -5536853.500000 Penalty: 5294.608398
	Iteration 33Q: 3 clusters Score -5536854 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -5536872.000000 Penalty: 5294.608398
	Iteration 34Q: 3 clusters Score -5536872 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -5536911.000000 Penalty: 5294.608398
	Iteration 35Q: 3 clusters Score -5536911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -5536930.000000 Penalty: 5294.608398
	Iteration 36Q: 3 clusters Score -5536930 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -5536935.500000 Penalty: 5294.608398
	Iteration 37Q: 3 clusters Score -5536936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -5536973.500000 Penalty: 5294.608398
	Iteration 38Q: 3 clusters Score -5536974 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -5536997.500000 Penalty: 5294.608398
	Iteration 39Q: 3 clusters Score -5536998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -5537000.500000 Penalty: 5294.608398
	Iteration 40F: 3 clusters Score -5537000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -5537009.500000 Penalty: 5294.608398
	Iteration 41Q: 3 clusters Score -5537010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -5537011.000000 Penalty: 5294.608398
	Iteration 42Q: 3 clusters Score -5537011 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -5537012.500000 Penalty: 5294.608398
	Iteration 43Q: 3 clusters Score -5537012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -5537012.000000 Penalty: 5294.608398
	Iteration 44Q: 3 clusters Score -5537012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -5537028.000000 Penalty: 5294.608398
	Iteration 45Q: 3 clusters Score -5537028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -5537023.500000 Penalty: 5294.608398
	Iteration 46Q: 3 clusters Score -5537024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -5537008.000000 Penalty: 5294.608398
	Iteration 47Q: 3 clusters Score -5537008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -5537029.500000 Penalty: 5294.608398
	Iteration 48Q: 3 clusters Score -5537030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -5537026.000000 Penalty: 5294.608398
	Iteration 49Q: 3 clusters Score -5537026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -5537029.000000 Penalty: 5294.608398
	Iteration 50Q: 3 clusters Score -5537029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -5537028.000000 Penalty: 5294.608398
	Iteration 51Q: 3 clusters Score -5537028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -5537024.500000 Penalty: 5294.608398
	Iteration 52Q: 3 clusters Score -5537024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -5537030.500000 Penalty: 5294.608398
	Iteration 53Q: 3 clusters Score -5537030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -5537035.000000 Penalty: 5294.608398
	Iteration 54Q: 3 clusters Score -5537035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -5537034.000000 Penalty: 5294.608398
	Iteration 55Q: 3 clusters Score -5537034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -5537049.500000 Penalty: 5294.608398
	Iteration 56Q: 3 clusters Score -5537050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -5537037.500000 Penalty: 5294.608398
	Iteration 57Q: 3 clusters Score -5537038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -5537045.000000 Penalty: 5294.608398
	Iteration 58Q: 3 clusters Score -5537045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -5537046.000000 Penalty: 5294.608398
	Iteration 59Q: 3 clusters Score -5537046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -5537048.500000 Penalty: 5294.608398
	Iteration 60F: 3 clusters Score -5537048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -5537057.500000 Penalty: 5294.608398
	Iteration 61Q: 3 clusters Score -5537058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -5537045.000000 Penalty: 5294.608398
	Iteration 62Q: 3 clusters Score -5537045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -5537044.000000 Penalty: 5294.608398
	Iteration 63Q: 3 clusters Score -5537044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -5537035.000000 Penalty: 5294.608398
	Iteration 64Q: 3 clusters Score -5537035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -5537038.000000 Penalty: 5294.608398
	Iteration 65Q: 3 clusters Score -5537038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -5537048.500000 Penalty: 5294.608398
	Iteration 66Q: 3 clusters Score -5537048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -5537051.000000 Penalty: 5294.608398
	Iteration 67Q: 3 clusters Score -5537051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -5537055.500000 Penalty: 5294.608398
	Iteration 68Q: 3 clusters Score -5537056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -5537057.500000 Penalty: 5294.608398
	Iteration 69Q: 3 clusters Score -5537058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -5537059.500000 Penalty: 5294.608398
	Iteration 70Q: 3 clusters Score -5537060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -5537050.500000 Penalty: 5294.608398
	Iteration 71Q: 3 clusters Score -5537050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -5537056.000000 Penalty: 5294.608398
	Iteration 72Q: 3 clusters Score -5537056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -5537060.500000 Penalty: 5294.608398
	Iteration 73Q: 3 clusters Score -5537060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -5537055.500000 Penalty: 5294.608398
	Iteration 74Q: 3 clusters Score -5537056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -5537058.500000 Penalty: 5294.608398
	Iteration 75Q: 3 clusters Score -5537058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -5537058.500000 Penalty: 5294.608398
	Iteration 76Q: 3 clusters Score -5537058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -5537060.500000 Penalty: 5294.608398
	Iteration 77Q: 3 clusters Score -5537060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -5537055.000000 Penalty: 5294.608398
	Iteration 78Q: 3 clusters Score -5537055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -5537054.000000 Penalty: 5294.608398
	Iteration 79Q: 3 clusters Score -5537054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -5537054.000000 Penalty: 5294.608398
	Iteration 80F: 3 clusters Score -5537054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -5537050.000000 Penalty: 5294.608398
	Iteration 81Q: 3 clusters Score -5537050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -5537053.000000 Penalty: 5294.608398
	Iteration 82Q: 3 clusters Score -5537053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -5537048.500000 Penalty: 5294.608398
	Iteration 83Q: 3 clusters Score -5537048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -5537060.000000 Penalty: 5294.608398
	Iteration 84Q: 3 clusters Score -5537060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -5537062.000000 Penalty: 5294.608398
	Iteration 85Q: 3 clusters Score -5537062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -5537061.500000 Penalty: 5294.608398
	Iteration 86Q: 3 clusters Score -5537062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -5537059.000000 Penalty: 5294.608398
	Iteration 87Q: 3 clusters Score -5537059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -5537055.000000 Penalty: 5294.608398
	Iteration 88Q: 3 clusters Score -5537055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -5537049.000000 Penalty: 5294.608398
	Iteration 89Q: 3 clusters Score -5537049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -5537049.000000 Penalty: 5294.608398
	Iteration 90Q: 3 clusters Score -5537049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -5537055.500000 Penalty: 5294.608398
	Iteration 91Q: 3 clusters Score -5537056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -5537053.000000 Penalty: 5294.608398
	Iteration 92Q: 3 clusters Score -5537053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -5537052.000000 Penalty: 5294.608398
	Iteration 93Q: 3 clusters Score -5537052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -5537055.000000 Penalty: 5294.608398
	Iteration 94Q: 3 clusters Score -5537055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -5537052.500000 Penalty: 5294.608398
	Iteration 95Q: 3 clusters Score -5537052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -5537054.000000 Penalty: 5294.608398
	Iteration 96Q: 3 clusters Score -5537054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -5537056.500000 Penalty: 5294.608398
	Iteration 97Q: 3 clusters Score -5537056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -5537058.500000 Penalty: 5294.608398
	Iteration 98Q: 3 clusters Score -5537058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -5537062.500000 Penalty: 5294.608398
	Iteration 99Q: 3 clusters Score -5537062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -5537062.500000 Penalty: 5294.608398
	Iteration 100F: 3 clusters Score -5537062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -5537060.000000 Penalty: 5294.608398
	Iteration 101Q: 3 clusters Score -5537060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -5537058.500000 Penalty: 5294.608398
	Iteration 102Q: 3 clusters Score -5537058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -5537054.000000 Penalty: 5294.608398
	Iteration 103Q: 3 clusters Score -5537054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -5537049.500000 Penalty: 5294.608398
	Iteration 104Q: 3 clusters Score -5537050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -5537052.000000 Penalty: 5294.608398
	Iteration 105Q: 3 clusters Score -5537052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -5537052.000000 Penalty: 5294.608398
	Iteration 106Q: 3 clusters Score -5537052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -5537052.500000 Penalty: 5294.608398
	Iteration 107Q: 3 clusters Score -5537052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -5537050.500000 Penalty: 5294.608398
	Iteration 108Q: 3 clusters Score -5537050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -5537049.000000 Penalty: 5294.608398
	Iteration 109Q: 3 clusters Score -5537049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -5537050.000000 Penalty: 5294.608398
	Iteration 110Q: 3 clusters Score -5537050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -5537053.000000 Penalty: 5294.608398
	Iteration 111Q: 3 clusters Score -5537053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -5537053.000000 Penalty: 5294.608398
	Iteration 112F: 3 clusters Score -5537053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 19290 members 
Mstep: Class 3 contains 12756 members 
Mstep: Class 4 contains 283978 members 
Mstep: Class 5 contains 4508 members 
Mstep: Class 6 contains 45156 members 
Mstep: Class 7 contains 35893 members 
Mstep: Class 8 contains 9605 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 16359 members 
Mstep: Class 11 contains 30846 members 
Mstep: Class 12 contains 19524 members 
Mstep: Class 13 contains 52651 members 
Mstep: Class 14 contains 105126 members 
Mstep: Class 15 contains 38042 members 
Mstep: Class 16 contains 104154 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8984 members 
Mstep: Class 19 contains 53900 members 
Mstep: Class 20 contains 11733 members 
Mstep: Class 21 contains 44684 members 
Mstep: Class 22 contains 14746 members 
Mstep: Class 23 contains 75913 members 
Mstep: Class 24 contains 3505 members 
Mstep: Class 25 contains 9394 members 
Mstep: Class 26 contains 79328 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5826 members 
Mstep: Class 29 contains 154214 members 
Mstep: Class 30 contains 4041 members 
Mstep: Class 31 contains 7351 members 
Entering Unmasked Estep 
Score: -157732256.000000 Penalty: 108024.484375
Splitting cluster 7 changes total score from -157732496.000000 to -157732256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (9605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Entering Unmasked Estep 
Score: -1159083.875000 Penalty: 2274.169678
	Iteration 0F: 2 clusters Score -1159084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1151710.375000 Penalty: 4548.339355
	Iteration 0F: 3 clusters Score -1151710 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1153853.875000 Penalty: 4548.339355
	Iteration 1F: 3 clusters Score -1153854 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1154094.125000 Penalty: 4548.339355
	Iteration 2F: 3 clusters Score -1154094 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1154273.000000 Penalty: 4548.339355
	Iteration 3Q: 3 clusters Score -1154273 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1154430.125000 Penalty: 4548.339355
	Iteration 4Q: 3 clusters Score -1154430 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1154554.750000 Penalty: 4548.339355
	Iteration 5Q: 3 clusters Score -1154555 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1154695.125000 Penalty: 4548.339355
	Iteration 6Q: 3 clusters Score -1154695 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1154865.375000 Penalty: 4548.339355
	Iteration 7Q: 3 clusters Score -1154865 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1155035.000000 Penalty: 4548.339355
	Iteration 8Q: 3 clusters Score -1155035 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1155211.750000 Penalty: 4548.339355
	Iteration 9Q: 3 clusters Score -1155212 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1155405.375000 Penalty: 4548.339355
	Iteration 10Q: 3 clusters Score -1155405 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1155617.875000 Penalty: 4548.339355
	Iteration 11Q: 3 clusters Score -1155618 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1155852.750000 Penalty: 4548.339355
	Iteration 12Q: 3 clusters Score -1155853 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1156059.250000 Penalty: 4548.339355
	Iteration 13Q: 3 clusters Score -1156059 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1156250.000000 Penalty: 4548.339355
	Iteration 14Q: 3 clusters Score -1156250 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1156438.250000 Penalty: 4548.339355
	Iteration 15Q: 3 clusters Score -1156438 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1156601.000000 Penalty: 4548.339355
	Iteration 16Q: 3 clusters Score -1156601 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1156719.750000 Penalty: 4548.339355
	Iteration 17Q: 3 clusters Score -1156720 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1156807.875000 Penalty: 4548.339355
	Iteration 18Q: 3 clusters Score -1156808 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1156876.375000 Penalty: 4548.339355
	Iteration 19Q: 3 clusters Score -1156876 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1156927.625000 Penalty: 4548.339355
	Iteration 20F: 3 clusters Score -1156928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1156974.750000 Penalty: 4548.339355
	Iteration 21Q: 3 clusters Score -1156975 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1157021.500000 Penalty: 4548.339355
	Iteration 22Q: 3 clusters Score -1157022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1157070.875000 Penalty: 4548.339355
	Iteration 23Q: 3 clusters Score -1157071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1157120.250000 Penalty: 4548.339355
	Iteration 24Q: 3 clusters Score -1157120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1157183.375000 Penalty: 4548.339355
	Iteration 25Q: 3 clusters Score -1157183 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1157256.125000 Penalty: 4548.339355
	Iteration 26Q: 3 clusters Score -1157256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1157328.125000 Penalty: 4548.339355
	Iteration 27Q: 3 clusters Score -1157328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1157409.000000 Penalty: 4548.339355
	Iteration 28Q: 3 clusters Score -1157409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1157476.125000 Penalty: 4548.339355
	Iteration 29Q: 3 clusters Score -1157476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1157527.625000 Penalty: 4548.339355
	Iteration 30Q: 3 clusters Score -1157528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1157569.250000 Penalty: 4548.339355
	Iteration 31Q: 3 clusters Score -1157569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1157598.625000 Penalty: 4548.339355
	Iteration 32Q: 3 clusters Score -1157599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1157626.125000 Penalty: 4548.339355
	Iteration 33Q: 3 clusters Score -1157626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1157644.250000 Penalty: 4548.339355
	Iteration 34Q: 3 clusters Score -1157644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1157659.250000 Penalty: 4548.339355
	Iteration 35Q: 3 clusters Score -1157659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1157670.250000 Penalty: 4548.339355
	Iteration 36Q: 3 clusters Score -1157670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1157674.625000 Penalty: 4548.339355
	Iteration 37Q: 3 clusters Score -1157675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1157683.625000 Penalty: 4548.339355
	Iteration 38Q: 3 clusters Score -1157684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1157689.500000 Penalty: 4548.339355
	Iteration 39Q: 3 clusters Score -1157690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1157693.375000 Penalty: 4548.339355
	Iteration 40F: 3 clusters Score -1157693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1157704.000000 Penalty: 4548.339355
	Iteration 41Q: 3 clusters Score -1157704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1157718.000000 Penalty: 4548.339355
	Iteration 42Q: 3 clusters Score -1157718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1157725.500000 Penalty: 4548.339355
	Iteration 43Q: 3 clusters Score -1157726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1157734.125000 Penalty: 4548.339355
	Iteration 44Q: 3 clusters Score -1157734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1157749.250000 Penalty: 4548.339355
	Iteration 45Q: 3 clusters Score -1157749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1157759.500000 Penalty: 4548.339355
	Iteration 46Q: 3 clusters Score -1157760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1157772.000000 Penalty: 4548.339355
	Iteration 47Q: 3 clusters Score -1157772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1157782.250000 Penalty: 4548.339355
	Iteration 48Q: 3 clusters Score -1157782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1157792.875000 Penalty: 4548.339355
	Iteration 49Q: 3 clusters Score -1157793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1157800.375000 Penalty: 4548.339355
	Iteration 50Q: 3 clusters Score -1157800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1157816.750000 Penalty: 4548.339355
	Iteration 51Q: 3 clusters Score -1157817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1157834.750000 Penalty: 4548.339355
	Iteration 52Q: 3 clusters Score -1157835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1157851.625000 Penalty: 4548.339355
	Iteration 53Q: 3 clusters Score -1157852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1157868.375000 Penalty: 4548.339355
	Iteration 54Q: 3 clusters Score -1157868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1157879.625000 Penalty: 4548.339355
	Iteration 55Q: 3 clusters Score -1157880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1157892.625000 Penalty: 4548.339355
	Iteration 56Q: 3 clusters Score -1157893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1157906.125000 Penalty: 4548.339355
	Iteration 57Q: 3 clusters Score -1157906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1157921.750000 Penalty: 4548.339355
	Iteration 58Q: 3 clusters Score -1157922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1157932.000000 Penalty: 4548.339355
	Iteration 59Q: 3 clusters Score -1157932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1157949.375000 Penalty: 4548.339355
	Iteration 60F: 3 clusters Score -1157949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1157981.750000 Penalty: 4548.339355
	Iteration 61Q: 3 clusters Score -1157982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1158022.500000 Penalty: 4548.339355
	Iteration 62Q: 3 clusters Score -1158022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1158061.625000 Penalty: 4548.339355
	Iteration 63Q: 3 clusters Score -1158062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1158098.625000 Penalty: 4548.339355
	Iteration 64Q: 3 clusters Score -1158099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1158121.625000 Penalty: 4548.339355
	Iteration 65Q: 3 clusters Score -1158122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1158141.875000 Penalty: 4548.339355
	Iteration 66Q: 3 clusters Score -1158142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1158161.375000 Penalty: 4548.339355
	Iteration 67Q: 3 clusters Score -1158161 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1158177.000000 Penalty: 4548.339355
	Iteration 68Q: 3 clusters Score -1158177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1158189.875000 Penalty: 4548.339355
	Iteration 69Q: 3 clusters Score -1158190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1158202.500000 Penalty: 4548.339355
	Iteration 70Q: 3 clusters Score -1158202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1158208.875000 Penalty: 4548.339355
	Iteration 71Q: 3 clusters Score -1158209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1158214.625000 Penalty: 4548.339355
	Iteration 72Q: 3 clusters Score -1158215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1158218.500000 Penalty: 4548.339355
	Iteration 73Q: 3 clusters Score -1158218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1158221.750000 Penalty: 4548.339355
	Iteration 74Q: 3 clusters Score -1158222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1158228.625000 Penalty: 4548.339355
	Iteration 75Q: 3 clusters Score -1158229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1158228.625000 Penalty: 4548.339355
	Iteration 76Q: 3 clusters Score -1158229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1158233.750000 Penalty: 4548.339355
	Iteration 77Q: 3 clusters Score -1158234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1158235.625000 Penalty: 4548.339355
	Iteration 78Q: 3 clusters Score -1158236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1158238.500000 Penalty: 4548.339355
	Iteration 79Q: 3 clusters Score -1158238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1158239.875000 Penalty: 4548.339355
	Iteration 80F: 3 clusters Score -1158240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1158246.875000 Penalty: 4548.339355
	Iteration 81Q: 3 clusters Score -1158247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1158246.500000 Penalty: 4548.339355
	Iteration 82Q: 3 clusters Score -1158246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1158252.750000 Penalty: 4548.339355
	Iteration 83Q: 3 clusters Score -1158253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1158258.125000 Penalty: 4548.339355
	Iteration 84Q: 3 clusters Score -1158258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1158262.250000 Penalty: 4548.339355
	Iteration 85Q: 3 clusters Score -1158262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1158263.000000 Penalty: 4548.339355
	Iteration 86Q: 3 clusters Score -1158263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1158270.500000 Penalty: 4548.339355
	Iteration 87Q: 3 clusters Score -1158270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1158274.125000 Penalty: 4548.339355
	Iteration 88Q: 3 clusters Score -1158274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1158280.375000 Penalty: 4548.339355
	Iteration 89Q: 3 clusters Score -1158280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1158287.750000 Penalty: 4548.339355
	Iteration 90Q: 3 clusters Score -1158288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1158294.750000 Penalty: 4548.339355
	Iteration 91Q: 3 clusters Score -1158295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1158299.625000 Penalty: 4548.339355
	Iteration 92Q: 3 clusters Score -1158300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1158297.875000 Penalty: 4548.339355
	Iteration 93Q: 3 clusters Score -1158298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1158302.000000 Penalty: 4548.339355
	Iteration 94Q: 3 clusters Score -1158302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1158309.625000 Penalty: 4548.339355
	Iteration 95Q: 3 clusters Score -1158310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1158310.500000 Penalty: 4548.339355
	Iteration 96Q: 3 clusters Score -1158310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1158314.875000 Penalty: 4548.339355
	Iteration 97Q: 3 clusters Score -1158315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1158316.125000 Penalty: 4548.339355
	Iteration 98Q: 3 clusters Score -1158316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1158316.750000 Penalty: 4548.339355
	Iteration 99Q: 3 clusters Score -1158317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1158322.500000 Penalty: 4548.339355
	Iteration 100F: 3 clusters Score -1158322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1158325.750000 Penalty: 4548.339355
	Iteration 101Q: 3 clusters Score -1158326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1158326.000000 Penalty: 4548.339355
	Iteration 102Q: 3 clusters Score -1158326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1158328.875000 Penalty: 4548.339355
	Iteration 103Q: 3 clusters Score -1158329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1158333.000000 Penalty: 4548.339355
	Iteration 104Q: 3 clusters Score -1158333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1158337.375000 Penalty: 4548.339355
	Iteration 105Q: 3 clusters Score -1158337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1158340.625000 Penalty: 4548.339355
	Iteration 106Q: 3 clusters Score -1158341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1158344.500000 Penalty: 4548.339355
	Iteration 107Q: 3 clusters Score -1158344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1158347.750000 Penalty: 4548.339355
	Iteration 108Q: 3 clusters Score -1158348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1158353.625000 Penalty: 4548.339355
	Iteration 109Q: 3 clusters Score -1158354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1158357.500000 Penalty: 4548.339355
	Iteration 110Q: 3 clusters Score -1158358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1158366.250000 Penalty: 4548.339355
	Iteration 111Q: 3 clusters Score -1158366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1158364.750000 Penalty: 4548.339355
	Iteration 112Q: 3 clusters Score -1158365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1158365.875000 Penalty: 4548.339355
	Iteration 113Q: 3 clusters Score -1158366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1158365.000000 Penalty: 4548.339355
	Iteration 114Q: 3 clusters Score -1158365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1158365.000000 Penalty: 4548.339355
	Iteration 115F: 3 clusters Score -1158365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Entering Unmasked Estep 
Score: -738546.250000 Penalty: 2151.200928
	Iteration 0F: 2 clusters Score -738546.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -733480.437500 Penalty: 4302.401855
	Iteration 0F: 3 clusters Score -733480.4 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -734767.812500 Penalty: 4302.401855
	Iteration 1F: 3 clusters Score -734767.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -735016.687500 Penalty: 4302.401855
	Iteration 2F: 3 clusters Score -735016.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -735150.750000 Penalty: 4302.401855
	Iteration 3Q: 3 clusters Score -735150.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -735247.187500 Penalty: 4302.401855
	Iteration 4Q: 3 clusters Score -735247.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -735324.812500 Penalty: 4302.401855
	Iteration 5Q: 3 clusters Score -735324.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -735386.750000 Penalty: 4302.401855
	Iteration 6Q: 3 clusters Score -735386.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -735451.500000 Penalty: 4302.401855
	Iteration 7Q: 3 clusters Score -735451.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -735526.937500 Penalty: 4302.401855
	Iteration 8Q: 3 clusters Score -735526.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -735593.375000 Penalty: 4302.401855
	Iteration 9Q: 3 clusters Score -735593.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -735682.812500 Penalty: 4302.401855
	Iteration 10Q: 3 clusters Score -735682.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -735789.750000 Penalty: 4302.401855
	Iteration 11Q: 3 clusters Score -735789.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -735898.500000 Penalty: 4302.401855
	Iteration 12Q: 3 clusters Score -735898.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -736011.125000 Penalty: 4302.401855
	Iteration 13Q: 3 clusters Score -736011.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -736127.062500 Penalty: 4302.401855
	Iteration 14Q: 3 clusters Score -736127.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -736234.750000 Penalty: 4302.401855
	Iteration 15Q: 3 clusters Score -736234.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -736338.062500 Penalty: 4302.401855
	Iteration 16Q: 3 clusters Score -736338.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -736430.125000 Penalty: 4302.401855
	Iteration 17Q: 3 clusters Score -736430.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -736512.312500 Penalty: 4302.401855
	Iteration 18Q: 3 clusters Score -736512.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -736574.250000 Penalty: 4302.401855
	Iteration 19Q: 3 clusters Score -736574.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -736617.125000 Penalty: 4302.401855
	Iteration 20F: 3 clusters Score -736617.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -736646.250000 Penalty: 4302.401855
	Iteration 21Q: 3 clusters Score -736646.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -736666.562500 Penalty: 4302.401855
	Iteration 22Q: 3 clusters Score -736666.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -736678.125000 Penalty: 4302.401855
	Iteration 23Q: 3 clusters Score -736678.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -736692.750000 Penalty: 4302.401855
	Iteration 24Q: 3 clusters Score -736692.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -736697.375000 Penalty: 4302.401855
	Iteration 25Q: 3 clusters Score -736697.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -736707.312500 Penalty: 4302.401855
	Iteration 26Q: 3 clusters Score -736707.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -736716.750000 Penalty: 4302.401855
	Iteration 27Q: 3 clusters Score -736716.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -736721.687500 Penalty: 4302.401855
	Iteration 28Q: 3 clusters Score -736721.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -736726.437500 Penalty: 4302.401855
	Iteration 29Q: 3 clusters Score -736726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -736728.750000 Penalty: 4302.401855
	Iteration 30Q: 3 clusters Score -736728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -736730.937500 Penalty: 4302.401855
	Iteration 31Q: 3 clusters Score -736730.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -736734.187500 Penalty: 4302.401855
	Iteration 32Q: 3 clusters Score -736734.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -736734.562500 Penalty: 4302.401855
	Iteration 33Q: 3 clusters Score -736734.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -736737.250000 Penalty: 4302.401855
	Iteration 34Q: 3 clusters Score -736737.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -736741.937500 Penalty: 4302.401855
	Iteration 35Q: 3 clusters Score -736741.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -736747.625000 Penalty: 4302.401855
	Iteration 36Q: 3 clusters Score -736747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -736748.375000 Penalty: 4302.401855
	Iteration 37Q: 3 clusters Score -736748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -736749.437500 Penalty: 4302.401855
	Iteration 38Q: 3 clusters Score -736749.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -736750.187500 Penalty: 4302.401855
	Iteration 39Q: 3 clusters Score -736750.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -736750.187500 Penalty: 4302.401855
	Iteration 40F: 3 clusters Score -736750.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Entering Unmasked Estep 
Score: -2043691.125000 Penalty: 2406.228271
	Iteration 0F: 2 clusters Score -2043691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2032054.250000 Penalty: 4812.456543
	Iteration 0F: 3 clusters Score -2032054 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2035969.000000 Penalty: 4812.456543
	Iteration 1F: 3 clusters Score -2035969 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2036646.500000 Penalty: 4812.456543
	Iteration 2F: 3 clusters Score -2036646 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2037440.500000 Penalty: 4812.456543
	Iteration 3F: 3 clusters Score -2037440 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2038361.125000 Penalty: 4812.456543
	Iteration 4F: 3 clusters Score -2038361 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2039284.125000 Penalty: 4812.456543
	Iteration 5F: 3 clusters Score -2039284 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2040044.375000 Penalty: 4812.456543
	Iteration 6F: 3 clusters Score -2040044 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2040532.750000 Penalty: 4812.456543
	Iteration 7Q: 3 clusters Score -2040533 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2040808.250000 Penalty: 4812.456543
	Iteration 8Q: 3 clusters Score -2040808 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2040971.625000 Penalty: 4812.456543
	Iteration 9Q: 3 clusters Score -2040972 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2041062.000000 Penalty: 4812.456543
	Iteration 10Q: 3 clusters Score -2041062 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2041125.750000 Penalty: 4812.456543
	Iteration 11Q: 3 clusters Score -2041126 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2041169.500000 Penalty: 4812.456543
	Iteration 12Q: 3 clusters Score -2041170 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2041211.375000 Penalty: 4812.456543
	Iteration 13Q: 3 clusters Score -2041211 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2041247.125000 Penalty: 4812.456543
	Iteration 14Q: 3 clusters Score -2041247 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2041291.625000 Penalty: 4812.456543
	Iteration 15Q: 3 clusters Score -2041292 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2041322.250000 Penalty: 4812.456543
	Iteration 16Q: 3 clusters Score -2041322 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2041359.375000 Penalty: 4812.456543
	Iteration 17Q: 3 clusters Score -2041359 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2041385.875000 Penalty: 4812.456543
	Iteration 18Q: 3 clusters Score -2041386 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2041411.500000 Penalty: 4812.456543
	Iteration 19Q: 3 clusters Score -2041412 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2041442.125000 Penalty: 4812.456543
	Iteration 20F: 3 clusters Score -2041442 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2041463.125000 Penalty: 4812.456543
	Iteration 21Q: 3 clusters Score -2041463 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2041477.500000 Penalty: 4812.456543
	Iteration 22Q: 3 clusters Score -2041478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2041490.125000 Penalty: 4812.456543
	Iteration 23Q: 3 clusters Score -2041490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2041506.625000 Penalty: 4812.456543
	Iteration 24Q: 3 clusters Score -2041507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2041518.250000 Penalty: 4812.456543
	Iteration 25Q: 3 clusters Score -2041518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2041528.625000 Penalty: 4812.456543
	Iteration 26Q: 3 clusters Score -2041529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2041534.375000 Penalty: 4812.456543
	Iteration 27Q: 3 clusters Score -2041534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2041542.750000 Penalty: 4812.456543
	Iteration 28Q: 3 clusters Score -2041543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2041552.500000 Penalty: 4812.456543
	Iteration 29Q: 3 clusters Score -2041552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2041555.875000 Penalty: 4812.456543
	Iteration 30Q: 3 clusters Score -2041556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2041561.000000 Penalty: 4812.456543
	Iteration 31Q: 3 clusters Score -2041561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2041563.625000 Penalty: 4812.456543
	Iteration 32Q: 3 clusters Score -2041564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2041576.250000 Penalty: 4812.456543
	Iteration 33Q: 3 clusters Score -2041576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2041585.625000 Penalty: 4812.456543
	Iteration 34Q: 3 clusters Score -2041586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2041583.250000 Penalty: 4812.456543
	Iteration 35Q: 3 clusters Score -2041583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2041594.250000 Penalty: 4812.456543
	Iteration 36Q: 3 clusters Score -2041594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2041598.250000 Penalty: 4812.456543
	Iteration 37Q: 3 clusters Score -2041598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2041603.750000 Penalty: 4812.456543
	Iteration 38Q: 3 clusters Score -2041604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2041609.125000 Penalty: 4812.456543
	Iteration 39Q: 3 clusters Score -2041609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2041615.375000 Penalty: 4812.456543
	Iteration 40F: 3 clusters Score -2041615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2041620.875000 Penalty: 4812.456543
	Iteration 41Q: 3 clusters Score -2041621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2041632.750000 Penalty: 4812.456543
	Iteration 42Q: 3 clusters Score -2041633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2041635.625000 Penalty: 4812.456543
	Iteration 43Q: 3 clusters Score -2041636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2041637.125000 Penalty: 4812.456543
	Iteration 44Q: 3 clusters Score -2041637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2041633.875000 Penalty: 4812.456543
	Iteration 45Q: 3 clusters Score -2041634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2041638.000000 Penalty: 4812.456543
	Iteration 46Q: 3 clusters Score -2041638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2041641.000000 Penalty: 4812.456543
	Iteration 47Q: 3 clusters Score -2041641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2041639.500000 Penalty: 4812.456543
	Iteration 48Q: 3 clusters Score -2041640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2041637.875000 Penalty: 4812.456543
	Iteration 49Q: 3 clusters Score -2041638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2041640.750000 Penalty: 4812.456543
	Iteration 50Q: 3 clusters Score -2041641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2041639.625000 Penalty: 4812.456543
	Iteration 51Q: 3 clusters Score -2041640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2041639.250000 Penalty: 4812.456543
	Iteration 52Q: 3 clusters Score -2041639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2041640.750000 Penalty: 4812.456543
	Iteration 53Q: 3 clusters Score -2041641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2041645.375000 Penalty: 4812.456543
	Iteration 54Q: 3 clusters Score -2041645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2041656.500000 Penalty: 4812.456543
	Iteration 55Q: 3 clusters Score -2041656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2041658.375000 Penalty: 4812.456543
	Iteration 56Q: 3 clusters Score -2041658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2041660.125000 Penalty: 4812.456543
	Iteration 57Q: 3 clusters Score -2041660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2041674.125000 Penalty: 4812.456543
	Iteration 58Q: 3 clusters Score -2041674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2041677.875000 Penalty: 4812.456543
	Iteration 59Q: 3 clusters Score -2041678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2041679.125000 Penalty: 4812.456543
	Iteration 60F: 3 clusters Score -2041679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2041683.500000 Penalty: 4812.456543
	Iteration 61Q: 3 clusters Score -2041684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2041685.250000 Penalty: 4812.456543
	Iteration 62Q: 3 clusters Score -2041685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2041687.250000 Penalty: 4812.456543
	Iteration 63Q: 3 clusters Score -2041687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2041688.000000 Penalty: 4812.456543
	Iteration 64Q: 3 clusters Score -2041688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2041688.375000 Penalty: 4812.456543
	Iteration 65Q: 3 clusters Score -2041688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2041687.625000 Penalty: 4812.456543
	Iteration 66Q: 3 clusters Score -2041688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2041686.250000 Penalty: 4812.456543
	Iteration 67Q: 3 clusters Score -2041686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2041688.375000 Penalty: 4812.456543
	Iteration 68Q: 3 clusters Score -2041688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2041687.250000 Penalty: 4812.456543
	Iteration 69Q: 3 clusters Score -2041687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2041689.250000 Penalty: 4812.456543
	Iteration 70Q: 3 clusters Score -2041689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2041689.250000 Penalty: 4812.456543
	Iteration 71F: 3 clusters Score -2041689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Entering Unmasked Estep 
Score: -3876122.500000 Penalty: 2563.517090
	Iteration 0F: 2 clusters Score -3876122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3855036.750000 Penalty: 5127.034180
	Iteration 0F: 3 clusters Score -3855037 nChanged 13852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3862628.500000 Penalty: 5127.034180
	Iteration 1F: 3 clusters Score -3862628 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3863273.250000 Penalty: 5127.034180
	Iteration 2F: 3 clusters Score -3863273 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3864025.250000 Penalty: 5127.034180
	Iteration 3F: 3 clusters Score -3864025 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3864876.000000 Penalty: 5127.034180
	Iteration 4F: 3 clusters Score -3864876 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -3865841.750000 Penalty: 5127.034180
	Iteration 5F: 3 clusters Score -3865842 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3867051.750000 Penalty: 5127.034180
	Iteration 6F: 3 clusters Score -3867052 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3868548.750000 Penalty: 5127.034180
	Iteration 7F: 3 clusters Score -3868549 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3870144.750000 Penalty: 5127.034180
	Iteration 8F: 3 clusters Score -3870145 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3871606.500000 Penalty: 5127.034180
	Iteration 9F: 3 clusters Score -3871606 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3872736.500000 Penalty: 5127.034180
	Iteration 10Q: 3 clusters Score -3872736 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3873492.500000 Penalty: 5127.034180
	Iteration 11Q: 3 clusters Score -3873492 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3874118.750000 Penalty: 5127.034180
	Iteration 12Q: 3 clusters Score -3874119 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3874602.000000 Penalty: 5127.034180
	Iteration 13Q: 3 clusters Score -3874602 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3874954.250000 Penalty: 5127.034180
	Iteration 14Q: 3 clusters Score -3874954 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3875191.750000 Penalty: 5127.034180
	Iteration 15Q: 3 clusters Score -3875192 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3875316.500000 Penalty: 5127.034180
	Iteration 16Q: 3 clusters Score -3875316 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3875425.000000 Penalty: 5127.034180
	Iteration 17Q: 3 clusters Score -3875425 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3875499.250000 Penalty: 5127.034180
	Iteration 18Q: 3 clusters Score -3875499 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3875542.250000 Penalty: 5127.034180
	Iteration 19Q: 3 clusters Score -3875542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3875563.000000 Penalty: 5127.034180
	Iteration 20F: 3 clusters Score -3875563 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3875591.000000 Penalty: 5127.034180
	Iteration 21Q: 3 clusters Score -3875591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3875600.000000 Penalty: 5127.034180
	Iteration 22Q: 3 clusters Score -3875600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3875604.000000 Penalty: 5127.034180
	Iteration 23Q: 3 clusters Score -3875604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3875602.500000 Penalty: 5127.034180
	Iteration 24Q: 3 clusters Score -3875602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3875604.250000 Penalty: 5127.034180
	Iteration 25Q: 3 clusters Score -3875604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3875605.750000 Penalty: 5127.034180
	Iteration 26Q: 3 clusters Score -3875606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3875603.250000 Penalty: 5127.034180
	Iteration 27Q: 3 clusters Score -3875603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3875603.250000 Penalty: 5127.034180
	Iteration 28F: 3 clusters Score -3875603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Entering Unmasked Estep 
Score: -2325743.250000 Penalty: 2450.091064
	Iteration 0F: 2 clusters Score -2325743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2312067.250000 Penalty: 4900.182129
	Iteration 0F: 3 clusters Score -2312067 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2316786.750000 Penalty: 4900.182129
	Iteration 1F: 3 clusters Score -2316787 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2317642.000000 Penalty: 4900.182129
	Iteration 2F: 3 clusters Score -2317642 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2318724.250000 Penalty: 4900.182129
	Iteration 3F: 3 clusters Score -2318724 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2319879.750000 Penalty: 4900.182129
	Iteration 4F: 3 clusters Score -2319880 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2321046.000000 Penalty: 4900.182129
	Iteration 5F: 3 clusters Score -2321046 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2322192.000000 Penalty: 4900.182129
	Iteration 6F: 3 clusters Score -2322192 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2323160.500000 Penalty: 4900.182129
	Iteration 7F: 3 clusters Score -2323160 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2323893.250000 Penalty: 4900.182129
	Iteration 8Q: 3 clusters Score -2323893 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2324369.000000 Penalty: 4900.182129
	Iteration 9Q: 3 clusters Score -2324369 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2324642.500000 Penalty: 4900.182129
	Iteration 10Q: 3 clusters Score -2324642 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2324774.000000 Penalty: 4900.182129
	Iteration 11Q: 3 clusters Score -2324774 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2324834.000000 Penalty: 4900.182129
	Iteration 12Q: 3 clusters Score -2324834 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2324879.500000 Penalty: 4900.182129
	Iteration 13Q: 3 clusters Score -2324880 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2324926.250000 Penalty: 4900.182129
	Iteration 14Q: 3 clusters Score -2324926 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2324940.750000 Penalty: 4900.182129
	Iteration 15Q: 3 clusters Score -2324941 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2324957.000000 Penalty: 4900.182129
	Iteration 16Q: 3 clusters Score -2324957 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2324974.500000 Penalty: 4900.182129
	Iteration 17Q: 3 clusters Score -2324974 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2324983.250000 Penalty: 4900.182129
	Iteration 18Q: 3 clusters Score -2324983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2324983.750000 Penalty: 4900.182129
	Iteration 19Q: 3 clusters Score -2324984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2324997.250000 Penalty: 4900.182129
	Iteration 20F: 3 clusters Score -2324997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2324999.250000 Penalty: 4900.182129
	Iteration 21Q: 3 clusters Score -2324999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2324995.750000 Penalty: 4900.182129
	Iteration 22Q: 3 clusters Score -2324996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2325004.750000 Penalty: 4900.182129
	Iteration 23Q: 3 clusters Score -2325005 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2325015.750000 Penalty: 4900.182129
	Iteration 24Q: 3 clusters Score -2325016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2325027.750000 Penalty: 4900.182129
	Iteration 25Q: 3 clusters Score -2325028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2325029.500000 Penalty: 4900.182129
	Iteration 26Q: 3 clusters Score -2325030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2325037.250000 Penalty: 4900.182129
	Iteration 27Q: 3 clusters Score -2325037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2325037.250000 Penalty: 4900.182129
	Iteration 28Q: 3 clusters Score -2325037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2325036.500000 Penalty: 4900.182129
	Iteration 29Q: 3 clusters Score -2325036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2325039.000000 Penalty: 4900.182129
	Iteration 30Q: 3 clusters Score -2325039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2325045.500000 Penalty: 4900.182129
	Iteration 31Q: 3 clusters Score -2325046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2325044.000000 Penalty: 4900.182129
	Iteration 32Q: 3 clusters Score -2325044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2325050.250000 Penalty: 4900.182129
	Iteration 33Q: 3 clusters Score -2325050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2325050.250000 Penalty: 4900.182129
	Iteration 34Q: 3 clusters Score -2325050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2325049.250000 Penalty: 4900.182129
	Iteration 35Q: 3 clusters Score -2325049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2325053.750000 Penalty: 4900.182129
	Iteration 36Q: 3 clusters Score -2325054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2325055.500000 Penalty: 4900.182129
	Iteration 37Q: 3 clusters Score -2325056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2325055.000000 Penalty: 4900.182129
	Iteration 38Q: 3 clusters Score -2325055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2325055.500000 Penalty: 4900.182129
	Iteration 39Q: 3 clusters Score -2325056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2325053.750000 Penalty: 4900.182129
	Iteration 40F: 3 clusters Score -2325054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2325055.750000 Penalty: 4900.182129
	Iteration 41Q: 3 clusters Score -2325056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2325057.250000 Penalty: 4900.182129
	Iteration 42Q: 3 clusters Score -2325057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2325059.500000 Penalty: 4900.182129
	Iteration 43Q: 3 clusters Score -2325060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2325060.250000 Penalty: 4900.182129
	Iteration 44Q: 3 clusters Score -2325060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2325059.250000 Penalty: 4900.182129
	Iteration 45Q: 3 clusters Score -2325059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2325060.000000 Penalty: 4900.182129
	Iteration 46Q: 3 clusters Score -2325060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2325057.500000 Penalty: 4900.182129
	Iteration 47Q: 3 clusters Score -2325058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2325059.000000 Penalty: 4900.182129
	Iteration 48Q: 3 clusters Score -2325059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2325059.000000 Penalty: 4900.182129
	Iteration 49F: 3 clusters Score -2325059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Entering Unmasked Estep 
Score: -6797210.500000 Penalty: 2696.117432
	Iteration 0F: 2 clusters Score -6797210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -6761968.000000 Penalty: 5392.234863
	Iteration 0F: 3 clusters Score -6761968 nChanged 24446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -6775897.000000 Penalty: 5392.234863
	Iteration 1F: 3 clusters Score -6775897 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -6776668.500000 Penalty: 5392.234863
	Iteration 2Q: 3 clusters Score -6776668 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -6777563.000000 Penalty: 5392.234863
	Iteration 3Q: 3 clusters Score -6777563 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -6778620.000000 Penalty: 5392.234863
	Iteration 4Q: 3 clusters Score -6778620 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -6779946.500000 Penalty: 5392.234863
	Iteration 5F: 3 clusters Score -6779946 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -6781281.000000 Penalty: 5392.234863
	Iteration 6F: 3 clusters Score -6781281 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -6782622.000000 Penalty: 5392.234863
	Iteration 7F: 3 clusters Score -6782622 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -6783873.000000 Penalty: 5392.234863
	Iteration 8Q: 3 clusters Score -6783873 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -6785059.000000 Penalty: 5392.234863
	Iteration 9Q: 3 clusters Score -6785059 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -6786152.500000 Penalty: 5392.234863
	Iteration 10Q: 3 clusters Score -6786152 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -6787186.500000 Penalty: 5392.234863
	Iteration 11Q: 3 clusters Score -6787186 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -6788050.500000 Penalty: 5392.234863
	Iteration 12Q: 3 clusters Score -6788050 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -6788667.500000 Penalty: 5392.234863
	Iteration 13Q: 3 clusters Score -6788668 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -6789005.500000 Penalty: 5392.234863
	Iteration 14Q: 3 clusters Score -6789006 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -6789319.000000 Penalty: 5392.234863
	Iteration 15Q: 3 clusters Score -6789319 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -6789500.000000 Penalty: 5392.234863
	Iteration 16Q: 3 clusters Score -6789500 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -6789663.000000 Penalty: 5392.234863
	Iteration 17Q: 3 clusters Score -6789663 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -6789841.000000 Penalty: 5392.234863
	Iteration 18Q: 3 clusters Score -6789841 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -6790026.000000 Penalty: 5392.234863
	Iteration 19Q: 3 clusters Score -6790026 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -6790179.500000 Penalty: 5392.234863
	Iteration 20F: 3 clusters Score -6790180 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -6790332.500000 Penalty: 5392.234863
	Iteration 21Q: 3 clusters Score -6790332 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -6790513.500000 Penalty: 5392.234863
	Iteration 22Q: 3 clusters Score -6790514 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -6790693.000000 Penalty: 5392.234863
	Iteration 23Q: 3 clusters Score -6790693 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -6790839.500000 Penalty: 5392.234863
	Iteration 24Q: 3 clusters Score -6790840 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -6790997.000000 Penalty: 5392.234863
	Iteration 25Q: 3 clusters Score -6790997 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -6791135.000000 Penalty: 5392.234863
	Iteration 26Q: 3 clusters Score -6791135 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -6791249.000000 Penalty: 5392.234863
	Iteration 27Q: 3 clusters Score -6791249 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -6791395.500000 Penalty: 5392.234863
	Iteration 28Q: 3 clusters Score -6791396 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -6791528.500000 Penalty: 5392.234863
	Iteration 29Q: 3 clusters Score -6791528 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -6791688.500000 Penalty: 5392.234863
	Iteration 30Q: 3 clusters Score -6791688 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -6791856.500000 Penalty: 5392.234863
	Iteration 31Q: 3 clusters Score -6791856 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -6791993.000000 Penalty: 5392.234863
	Iteration 32Q: 3 clusters Score -6791993 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -6792196.500000 Penalty: 5392.234863
	Iteration 33Q: 3 clusters Score -6792196 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -6792365.500000 Penalty: 5392.234863
	Iteration 34Q: 3 clusters Score -6792366 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -6792539.000000 Penalty: 5392.234863
	Iteration 35Q: 3 clusters Score -6792539 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -6792716.500000 Penalty: 5392.234863
	Iteration 36Q: 3 clusters Score -6792716 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -6792918.000000 Penalty: 5392.234863
	Iteration 37Q: 3 clusters Score -6792918 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -6793090.000000 Penalty: 5392.234863
	Iteration 38Q: 3 clusters Score -6793090 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -6793263.500000 Penalty: 5392.234863
	Iteration 39Q: 3 clusters Score -6793264 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -6793388.500000 Penalty: 5392.234863
	Iteration 40F: 3 clusters Score -6793388 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -6793547.500000 Penalty: 5392.234863
	Iteration 41Q: 3 clusters Score -6793548 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -6793685.500000 Penalty: 5392.234863
	Iteration 42Q: 3 clusters Score -6793686 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -6793816.000000 Penalty: 5392.234863
	Iteration 43Q: 3 clusters Score -6793816 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -6793914.500000 Penalty: 5392.234863
	Iteration 44Q: 3 clusters Score -6793914 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -6793986.000000 Penalty: 5392.234863
	Iteration 45Q: 3 clusters Score -6793986 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -6794040.500000 Penalty: 5392.234863
	Iteration 46Q: 3 clusters Score -6794040 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -6794106.000000 Penalty: 5392.234863
	Iteration 47Q: 3 clusters Score -6794106 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -6794174.500000 Penalty: 5392.234863
	Iteration 48Q: 3 clusters Score -6794174 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -6794250.500000 Penalty: 5392.234863
	Iteration 49Q: 3 clusters Score -6794250 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -6794304.000000 Penalty: 5392.234863
	Iteration 50Q: 3 clusters Score -6794304 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -6794353.500000 Penalty: 5392.234863
	Iteration 51Q: 3 clusters Score -6794354 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -6794436.500000 Penalty: 5392.234863
	Iteration 52Q: 3 clusters Score -6794436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -6794483.000000 Penalty: 5392.234863
	Iteration 53Q: 3 clusters Score -6794483 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -6794506.000000 Penalty: 5392.234863
	Iteration 54Q: 3 clusters Score -6794506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -6794543.500000 Penalty: 5392.234863
	Iteration 55Q: 3 clusters Score -6794544 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -6794586.000000 Penalty: 5392.234863
	Iteration 56Q: 3 clusters Score -6794586 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -6794629.500000 Penalty: 5392.234863
	Iteration 57Q: 3 clusters Score -6794630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -6794644.000000 Penalty: 5392.234863
	Iteration 58Q: 3 clusters Score -6794644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -6794685.500000 Penalty: 5392.234863
	Iteration 59Q: 3 clusters Score -6794686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -6794743.500000 Penalty: 5392.234863
	Iteration 60F: 3 clusters Score -6794744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -6794772.000000 Penalty: 5392.234863
	Iteration 61Q: 3 clusters Score -6794772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -6794815.000000 Penalty: 5392.234863
	Iteration 62Q: 3 clusters Score -6794815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -6794833.500000 Penalty: 5392.234863
	Iteration 63Q: 3 clusters Score -6794834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -6794857.000000 Penalty: 5392.234863
	Iteration 64Q: 3 clusters Score -6794857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -6794863.500000 Penalty: 5392.234863
	Iteration 65Q: 3 clusters Score -6794864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -6794877.000000 Penalty: 5392.234863
	Iteration 66Q: 3 clusters Score -6794877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -6794906.000000 Penalty: 5392.234863
	Iteration 67Q: 3 clusters Score -6794906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -6794927.500000 Penalty: 5392.234863
	Iteration 68Q: 3 clusters Score -6794928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -6794922.500000 Penalty: 5392.234863
	Iteration 69Q: 3 clusters Score -6794922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -6794931.000000 Penalty: 5392.234863
	Iteration 70Q: 3 clusters Score -6794931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -6794942.000000 Penalty: 5392.234863
	Iteration 71Q: 3 clusters Score -6794942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -6794943.000000 Penalty: 5392.234863
	Iteration 72Q: 3 clusters Score -6794943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -6794938.000000 Penalty: 5392.234863
	Iteration 73Q: 3 clusters Score -6794938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -6794943.000000 Penalty: 5392.234863
	Iteration 74Q: 3 clusters Score -6794943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -6794943.000000 Penalty: 5392.234863
	Iteration 75Q: 3 clusters Score -6794943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -6794945.000000 Penalty: 5392.234863
	Iteration 76Q: 3 clusters Score -6794945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -6794946.000000 Penalty: 5392.234863
	Iteration 77Q: 3 clusters Score -6794946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -6794940.000000 Penalty: 5392.234863
	Iteration 78Q: 3 clusters Score -6794940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -6794945.500000 Penalty: 5392.234863
	Iteration 79Q: 3 clusters Score -6794946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -6794951.500000 Penalty: 5392.234863
	Iteration 80F: 3 clusters Score -6794952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -6794951.500000 Penalty: 5392.234863
	Iteration 81Q: 3 clusters Score -6794952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -6794951.000000 Penalty: 5392.234863
	Iteration 82Q: 3 clusters Score -6794951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -6794953.500000 Penalty: 5392.234863
	Iteration 83Q: 3 clusters Score -6794954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -6794953.000000 Penalty: 5392.234863
	Iteration 84Q: 3 clusters Score -6794953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -6794957.500000 Penalty: 5392.234863
	Iteration 85Q: 3 clusters Score -6794958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -6794957.000000 Penalty: 5392.234863
	Iteration 86Q: 3 clusters Score -6794957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -6794958.000000 Penalty: 5392.234863
	Iteration 87Q: 3 clusters Score -6794958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -6794959.000000 Penalty: 5392.234863
	Iteration 88Q: 3 clusters Score -6794959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -6794968.500000 Penalty: 5392.234863
	Iteration 89Q: 3 clusters Score -6794968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -6794974.000000 Penalty: 5392.234863
	Iteration 90Q: 3 clusters Score -6794974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -6794969.000000 Penalty: 5392.234863
	Iteration 91Q: 3 clusters Score -6794969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -6794973.000000 Penalty: 5392.234863
	Iteration 92Q: 3 clusters Score -6794973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -6794978.500000 Penalty: 5392.234863
	Iteration 93Q: 3 clusters Score -6794978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -6794978.500000 Penalty: 5392.234863
	Iteration 94F: 3 clusters Score -6794978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (105126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105126 members 
Entering Unmasked Estep 
Score: -13219589.000000 Penalty: 2867.602783
	Iteration 0F: 2 clusters Score -1.321959e+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 52399 members 
Entering Unmasked Estep 
Score: -13149481.000000 Penalty: 5735.205566
	Iteration 0F: 3 clusters Score -1.314948e+07 nChanged 49653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -13178490.000000 Penalty: 5735.205566
	Iteration 1F: 3 clusters Score -1.317849e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -13179648.000000 Penalty: 5735.205566
	Iteration 2Q: 3 clusters Score -1.317965e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -13181177.000000 Penalty: 5735.205566
	Iteration 3Q: 3 clusters Score -1.318118e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -13183348.000000 Penalty: 5735.205566
	Iteration 4Q: 3 clusters Score -1.318335e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -13186384.000000 Penalty: 5735.205566
	Iteration 5F: 3 clusters Score -1.318638e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -13189938.000000 Penalty: 5735.205566
	Iteration 6F: 3 clusters Score -1.318994e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -13193118.000000 Penalty: 5735.205566
	Iteration 7F: 3 clusters Score -1.319312e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -13195722.000000 Penalty: 5735.205566
	Iteration 8F: 3 clusters Score -1.319572e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -13197544.000000 Penalty: 5735.205566
	Iteration 9Q: 3 clusters Score -1.319754e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -13198423.000000 Penalty: 5735.205566
	Iteration 10Q: 3 clusters Score -1.319842e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -13198957.000000 Penalty: 5735.205566
	Iteration 11Q: 3 clusters Score -1.319896e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -13199244.000000 Penalty: 5735.205566
	Iteration 12Q: 3 clusters Score -1.319924e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -13199465.000000 Penalty: 5735.205566
	Iteration 13Q: 3 clusters Score -1.319946e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -13199634.000000 Penalty: 5735.205566
	Iteration 14Q: 3 clusters Score -1.319963e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -13199789.000000 Penalty: 5735.205566
	Iteration 15Q: 3 clusters Score -1.319979e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -13200085.000000 Penalty: 5735.205566
	Iteration 16Q: 3 clusters Score -1.320008e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -13200303.000000 Penalty: 5735.205566
	Iteration 17Q: 3 clusters Score -1.32003e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -13200682.000000 Penalty: 5735.205566
	Iteration 18Q: 3 clusters Score -1.320068e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -13201008.000000 Penalty: 5735.205566
	Iteration 19Q: 3 clusters Score -1.320101e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -13201630.000000 Penalty: 5735.205566
	Iteration 20F: 3 clusters Score -1.320163e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -13202291.000000 Penalty: 5735.205566
	Iteration 21Q: 3 clusters Score -1.320229e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -13203059.000000 Penalty: 5735.205566
	Iteration 22Q: 3 clusters Score -1.320306e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -13204018.000000 Penalty: 5735.205566
	Iteration 23Q: 3 clusters Score -1.320402e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -13205228.000000 Penalty: 5735.205566
	Iteration 24Q: 3 clusters Score -1.320523e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78103 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -13206673.000000 Penalty: 5735.205566
	Iteration 25Q: 3 clusters Score -1.320667e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -13208136.000000 Penalty: 5735.205566
	Iteration 26Q: 3 clusters Score -1.320814e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85501 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -13209666.000000 Penalty: 5735.205566
	Iteration 27Q: 3 clusters Score -1.320967e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -13211199.000000 Penalty: 5735.205566
	Iteration 28Q: 3 clusters Score -1.32112e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -13212523.000000 Penalty: 5735.205566
	Iteration 29Q: 3 clusters Score -1.321252e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -13213701.000000 Penalty: 5735.205566
	Iteration 30Q: 3 clusters Score -1.32137e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -13214642.000000 Penalty: 5735.205566
	Iteration 31Q: 3 clusters Score -1.321464e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -13215425.000000 Penalty: 5735.205566
	Iteration 32Q: 3 clusters Score -1.321542e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99752 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -13215902.000000 Penalty: 5735.205566
	Iteration 33Q: 3 clusters Score -1.32159e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -13216233.000000 Penalty: 5735.205566
	Iteration 34Q: 3 clusters Score -1.321623e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -13216539.000000 Penalty: 5735.205566
	Iteration 35Q: 3 clusters Score -1.321654e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -13216714.000000 Penalty: 5735.205566
	Iteration 36Q: 3 clusters Score -1.321671e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -13216815.000000 Penalty: 5735.205566
	Iteration 37Q: 3 clusters Score -1.321682e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102522 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -13216964.000000 Penalty: 5735.205566
	Iteration 38Q: 3 clusters Score -1.321696e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -13216998.000000 Penalty: 5735.205566
	Iteration 39Q: 3 clusters Score -1.3217e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102868 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -13217049.000000 Penalty: 5735.205566
	Iteration 40F: 3 clusters Score -1.321705e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102991 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -13217121.000000 Penalty: 5735.205566
	Iteration 41Q: 3 clusters Score -1.321712e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103080 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13217181.000000 Penalty: 5735.205566
	Iteration 42Q: 3 clusters Score -1.321718e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103161 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13217205.000000 Penalty: 5735.205566
	Iteration 43Q: 3 clusters Score -1.32172e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -13217241.000000 Penalty: 5735.205566
	Iteration 44Q: 3 clusters Score -1.321724e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -13217258.000000 Penalty: 5735.205566
	Iteration 45Q: 3 clusters Score -1.321726e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103327 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -13217269.000000 Penalty: 5735.205566
	Iteration 46Q: 3 clusters Score -1.321727e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103364 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -13217282.000000 Penalty: 5735.205566
	Iteration 47Q: 3 clusters Score -1.321728e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -13217297.000000 Penalty: 5735.205566
	Iteration 48Q: 3 clusters Score -1.32173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103423 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -13217306.000000 Penalty: 5735.205566
	Iteration 49Q: 3 clusters Score -1.321731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103446 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -13217316.000000 Penalty: 5735.205566
	Iteration 50Q: 3 clusters Score -1.321732e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -13217318.000000 Penalty: 5735.205566
	Iteration 51Q: 3 clusters Score -1.321732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -13217326.000000 Penalty: 5735.205566
	Iteration 52Q: 3 clusters Score -1.321733e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -13217329.000000 Penalty: 5735.205566
	Iteration 53Q: 3 clusters Score -1.321733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103506 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -13217330.000000 Penalty: 5735.205566
	Iteration 54Q: 3 clusters Score -1.321733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -13217338.000000 Penalty: 5735.205566
	Iteration 55Q: 3 clusters Score -1.321734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -13217346.000000 Penalty: 5735.205566
	Iteration 56Q: 3 clusters Score -1.321735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -13217330.000000 Penalty: 5735.205566
	Iteration 57Q: 3 clusters Score -1.321733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103543 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -13217345.000000 Penalty: 5735.205566
	Iteration 58Q: 3 clusters Score -1.321734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -13217353.000000 Penalty: 5735.205566
	Iteration 59Q: 3 clusters Score -1.321735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -13217357.000000 Penalty: 5735.205566
	Iteration 60F: 3 clusters Score -1.321736e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -13217348.000000 Penalty: 5735.205566
	Iteration 61Q: 3 clusters Score -1.321735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -13217356.000000 Penalty: 5735.205566
	Iteration 62Q: 3 clusters Score -1.321736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -13217364.000000 Penalty: 5735.205566
	Iteration 63Q: 3 clusters Score -1.321736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103611 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -13217374.000000 Penalty: 5735.205566
	Iteration 64Q: 3 clusters Score -1.321737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103619 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13217371.000000 Penalty: 5735.205566
	Iteration 65Q: 3 clusters Score -1.321737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103625 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -13217375.000000 Penalty: 5735.205566
	Iteration 66Q: 3 clusters Score -1.321738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103633 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -13217384.000000 Penalty: 5735.205566
	Iteration 67Q: 3 clusters Score -1.321738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103644 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -13217379.000000 Penalty: 5735.205566
	Iteration 68Q: 3 clusters Score -1.321738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103644 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -13217388.000000 Penalty: 5735.205566
	Iteration 69Q: 3 clusters Score -1.321739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103654 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -13217385.000000 Penalty: 5735.205566
	Iteration 70Q: 3 clusters Score -1.321738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103659 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -13217399.000000 Penalty: 5735.205566
	Iteration 71Q: 3 clusters Score -1.32174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103662 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13217398.000000 Penalty: 5735.205566
	Iteration 72Q: 3 clusters Score -1.32174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103663 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13217397.000000 Penalty: 5735.205566
	Iteration 73Q: 3 clusters Score -1.32174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103663 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13217397.000000 Penalty: 5735.205566
	Iteration 74F: 3 clusters Score -1.32174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Entering Unmasked Estep 
Score: -4634626.500000 Penalty: 2615.518555
	Iteration 0F: 2 clusters Score -4634626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4608860.000000 Penalty: 5231.037109
	Iteration 0F: 3 clusters Score -4608860 nChanged 17414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4618519.500000 Penalty: 5231.037109
	Iteration 1F: 3 clusters Score -4618520 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4619114.500000 Penalty: 5231.037109
	Iteration 2Q: 3 clusters Score -4619114 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -4619635.500000 Penalty: 5231.037109
	Iteration 3Q: 3 clusters Score -4619636 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4620114.000000 Penalty: 5231.037109
	Iteration 4Q: 3 clusters Score -4620114 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4620584.000000 Penalty: 5231.037109
	Iteration 5Q: 3 clusters Score -4620584 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -4621127.000000 Penalty: 5231.037109
	Iteration 6Q: 3 clusters Score -4621127 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4621598.500000 Penalty: 5231.037109
	Iteration 7Q: 3 clusters Score -4621598 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4622092.000000 Penalty: 5231.037109
	Iteration 8Q: 3 clusters Score -4622092 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4622615.500000 Penalty: 5231.037109
	Iteration 9Q: 3 clusters Score -4622616 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4623179.500000 Penalty: 5231.037109
	Iteration 10Q: 3 clusters Score -4623180 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -4623798.000000 Penalty: 5231.037109
	Iteration 11Q: 3 clusters Score -4623798 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -4624504.500000 Penalty: 5231.037109
	Iteration 12Q: 3 clusters Score -4624504 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -4625341.500000 Penalty: 5231.037109
	Iteration 13Q: 3 clusters Score -4625342 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -4626233.500000 Penalty: 5231.037109
	Iteration 14Q: 3 clusters Score -4626234 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -4627127.500000 Penalty: 5231.037109
	Iteration 15Q: 3 clusters Score -4627128 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -4627961.000000 Penalty: 5231.037109
	Iteration 16Q: 3 clusters Score -4627961 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -4628553.500000 Penalty: 5231.037109
	Iteration 17Q: 3 clusters Score -4628554 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -4628971.500000 Penalty: 5231.037109
	Iteration 18Q: 3 clusters Score -4628972 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -4629250.500000 Penalty: 5231.037109
	Iteration 19Q: 3 clusters Score -4629250 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -4629426.500000 Penalty: 5231.037109
	Iteration 20F: 3 clusters Score -4629426 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -4629583.500000 Penalty: 5231.037109
	Iteration 21Q: 3 clusters Score -4629584 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -4629683.500000 Penalty: 5231.037109
	Iteration 22Q: 3 clusters Score -4629684 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4629789.000000 Penalty: 5231.037109
	Iteration 23Q: 3 clusters Score -4629789 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -4629897.000000 Penalty: 5231.037109
	Iteration 24Q: 3 clusters Score -4629897 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4630015.000000 Penalty: 5231.037109
	Iteration 25Q: 3 clusters Score -4630015 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4630153.500000 Penalty: 5231.037109
	Iteration 26Q: 3 clusters Score -4630154 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -4630231.500000 Penalty: 5231.037109
	Iteration 27Q: 3 clusters Score -4630232 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -4630330.000000 Penalty: 5231.037109
	Iteration 28Q: 3 clusters Score -4630330 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -4630398.500000 Penalty: 5231.037109
	Iteration 29Q: 3 clusters Score -4630398 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4630492.000000 Penalty: 5231.037109
	Iteration 30Q: 3 clusters Score -4630492 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -4630594.500000 Penalty: 5231.037109
	Iteration 31Q: 3 clusters Score -4630594 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -4630666.500000 Penalty: 5231.037109
	Iteration 32Q: 3 clusters Score -4630666 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -4630741.500000 Penalty: 5231.037109
	Iteration 33Q: 3 clusters Score -4630742 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -4630809.000000 Penalty: 5231.037109
	Iteration 34Q: 3 clusters Score -4630809 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -4630913.500000 Penalty: 5231.037109
	Iteration 35Q: 3 clusters Score -4630914 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -4630966.500000 Penalty: 5231.037109
	Iteration 36Q: 3 clusters Score -4630966 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -4631055.000000 Penalty: 5231.037109
	Iteration 37Q: 3 clusters Score -4631055 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -4631144.500000 Penalty: 5231.037109
	Iteration 38Q: 3 clusters Score -4631144 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -4631242.500000 Penalty: 5231.037109
	Iteration 39Q: 3 clusters Score -4631242 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -4631336.000000 Penalty: 5231.037109
	Iteration 40F: 3 clusters Score -4631336 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -4631434.500000 Penalty: 5231.037109
	Iteration 41Q: 3 clusters Score -4631434 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -4631523.000000 Penalty: 5231.037109
	Iteration 42Q: 3 clusters Score -4631523 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -4631663.000000 Penalty: 5231.037109
	Iteration 43Q: 3 clusters Score -4631663 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -4631811.500000 Penalty: 5231.037109
	Iteration 44Q: 3 clusters Score -4631812 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -4631993.000000 Penalty: 5231.037109
	Iteration 45Q: 3 clusters Score -4631993 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -4632142.000000 Penalty: 5231.037109
	Iteration 46Q: 3 clusters Score -4632142 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4632252.500000 Penalty: 5231.037109
	Iteration 47Q: 3 clusters Score -4632252 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -4632399.500000 Penalty: 5231.037109
	Iteration 48Q: 3 clusters Score -4632400 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -4632529.500000 Penalty: 5231.037109
	Iteration 49Q: 3 clusters Score -4632530 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4632641.500000 Penalty: 5231.037109
	Iteration 50Q: 3 clusters Score -4632642 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -4632734.500000 Penalty: 5231.037109
	Iteration 51Q: 3 clusters Score -4632734 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4632798.000000 Penalty: 5231.037109
	Iteration 52Q: 3 clusters Score -4632798 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4632858.000000 Penalty: 5231.037109
	Iteration 53Q: 3 clusters Score -4632858 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4632923.500000 Penalty: 5231.037109
	Iteration 54Q: 3 clusters Score -4632924 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4632956.000000 Penalty: 5231.037109
	Iteration 55Q: 3 clusters Score -4632956 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4633001.500000 Penalty: 5231.037109
	Iteration 56Q: 3 clusters Score -4633002 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4633037.000000 Penalty: 5231.037109
	Iteration 57Q: 3 clusters Score -4633037 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4633069.000000 Penalty: 5231.037109
	Iteration 58Q: 3 clusters Score -4633069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4633130.000000 Penalty: 5231.037109
	Iteration 59Q: 3 clusters Score -4633130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4633151.000000 Penalty: 5231.037109
	Iteration 60F: 3 clusters Score -4633151 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4633170.500000 Penalty: 5231.037109
	Iteration 61Q: 3 clusters Score -4633170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4633186.500000 Penalty: 5231.037109
	Iteration 62Q: 3 clusters Score -4633186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4633195.500000 Penalty: 5231.037109
	Iteration 63Q: 3 clusters Score -4633196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4633208.500000 Penalty: 5231.037109
	Iteration 64Q: 3 clusters Score -4633208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4633216.000000 Penalty: 5231.037109
	Iteration 65Q: 3 clusters Score -4633216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4633227.000000 Penalty: 5231.037109
	Iteration 66Q: 3 clusters Score -4633227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4633231.500000 Penalty: 5231.037109
	Iteration 67Q: 3 clusters Score -4633232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4633231.000000 Penalty: 5231.037109
	Iteration 68Q: 3 clusters Score -4633231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4633234.000000 Penalty: 5231.037109
	Iteration 69Q: 3 clusters Score -4633234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4633240.000000 Penalty: 5231.037109
	Iteration 70Q: 3 clusters Score -4633240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4633244.000000 Penalty: 5231.037109
	Iteration 71Q: 3 clusters Score -4633244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4633256.000000 Penalty: 5231.037109
	Iteration 72Q: 3 clusters Score -4633256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4633255.500000 Penalty: 5231.037109
	Iteration 73Q: 3 clusters Score -4633256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4633263.500000 Penalty: 5231.037109
	Iteration 74Q: 3 clusters Score -4633264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4633262.500000 Penalty: 5231.037109
	Iteration 75Q: 3 clusters Score -4633262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4633272.500000 Penalty: 5231.037109
	Iteration 76Q: 3 clusters Score -4633272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4633267.000000 Penalty: 5231.037109
	Iteration 77Q: 3 clusters Score -4633267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4633276.000000 Penalty: 5231.037109
	Iteration 78Q: 3 clusters Score -4633276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4633284.500000 Penalty: 5231.037109
	Iteration 79Q: 3 clusters Score -4633284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4633284.000000 Penalty: 5231.037109
	Iteration 80F: 3 clusters Score -4633284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4633283.500000 Penalty: 5231.037109
	Iteration 81Q: 3 clusters Score -4633284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4633280.000000 Penalty: 5231.037109
	Iteration 82Q: 3 clusters Score -4633280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4633291.500000 Penalty: 5231.037109
	Iteration 83Q: 3 clusters Score -4633292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4633289.500000 Penalty: 5231.037109
	Iteration 84Q: 3 clusters Score -4633290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4633289.500000 Penalty: 5231.037109
	Iteration 85F: 3 clusters Score -4633290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (104154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Entering Unmasked Estep 
Score: -13222022.000000 Penalty: 2865.299316
	Iteration 0F: 2 clusters Score -1.322202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -13152320.000000 Penalty: 5730.598633
	Iteration 0F: 3 clusters Score -1.315232e+07 nChanged 49487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -13181131.000000 Penalty: 5730.598633
	Iteration 1F: 3 clusters Score -1.318113e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -13182818.000000 Penalty: 5730.598633
	Iteration 2Q: 3 clusters Score -1.318282e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -13185747.000000 Penalty: 5730.598633
	Iteration 3F: 3 clusters Score -1.318575e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -13191116.000000 Penalty: 5730.598633
	Iteration 4F: 3 clusters Score -1.319112e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -13198880.000000 Penalty: 5730.598633
	Iteration 5F: 3 clusters Score -1.319888e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90676 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -13207345.000000 Penalty: 5730.598633
	Iteration 6F: 3 clusters Score -1.320734e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -13213628.000000 Penalty: 5730.598633
	Iteration 7F: 3 clusters Score -1.321363e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100803 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -13216991.000000 Penalty: 5730.598633
	Iteration 8Q: 3 clusters Score -1.321699e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -13218487.000000 Penalty: 5730.598633
	Iteration 9Q: 3 clusters Score -1.321849e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103235 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13219129.000000 Penalty: 5730.598633
	Iteration 10Q: 3 clusters Score -1.321913e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103503 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -13219348.000000 Penalty: 5730.598633
	Iteration 11Q: 3 clusters Score -1.321935e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13219430.000000 Penalty: 5730.598633
	Iteration 12Q: 3 clusters Score -1.321943e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103655 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -13219471.000000 Penalty: 5730.598633
	Iteration 13Q: 3 clusters Score -1.321947e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103692 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -13219528.000000 Penalty: 5730.598633
	Iteration 14Q: 3 clusters Score -1.321953e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -13219566.000000 Penalty: 5730.598633
	Iteration 15Q: 3 clusters Score -1.321957e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103724 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13219588.000000 Penalty: 5730.598633
	Iteration 16Q: 3 clusters Score -1.321959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103735 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -13219617.000000 Penalty: 5730.598633
	Iteration 17Q: 3 clusters Score -1.321962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13219625.000000 Penalty: 5730.598633
	Iteration 18Q: 3 clusters Score -1.321962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -13219632.000000 Penalty: 5730.598633
	Iteration 19Q: 3 clusters Score -1.321963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13219635.000000 Penalty: 5730.598633
	Iteration 20F: 3 clusters Score -1.321964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103759 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -13219647.000000 Penalty: 5730.598633
	Iteration 21Q: 3 clusters Score -1.321965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103762 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -13219647.000000 Penalty: 5730.598633
	Iteration 22Q: 3 clusters Score -1.321965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103765 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -13219646.000000 Penalty: 5730.598633
	Iteration 23Q: 3 clusters Score -1.321965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103766 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -13219641.000000 Penalty: 5730.598633
	Iteration 24Q: 3 clusters Score -1.321964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13219650.000000 Penalty: 5730.598633
	Iteration 25Q: 3 clusters Score -1.321965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13219650.000000 Penalty: 5730.598633
	Iteration 26F: 3 clusters Score -1.321965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Entering Unmasked Estep 
Score: -278784.750000 Penalty: 1928.164185
	Iteration 0F: 2 clusters Score -278784.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -275985.031250 Penalty: 3856.328369
	Iteration 0F: 3 clusters Score -275985 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -276862.906250 Penalty: 3856.328369
	Iteration 1F: 3 clusters Score -276862.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -277487.625000 Penalty: 3856.328369
	Iteration 2F: 3 clusters Score -277487.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -278080.906250 Penalty: 3856.328369
	Iteration 3F: 3 clusters Score -278080.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -278347.218750 Penalty: 3856.328369
	Iteration 4F: 3 clusters Score -278347.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -278512.062500 Penalty: 3856.328369
	Iteration 5Q: 3 clusters Score -278512.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -278628.468750 Penalty: 3856.328369
	Iteration 6Q: 3 clusters Score -278628.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -278690.218750 Penalty: 3856.328369
	Iteration 7Q: 3 clusters Score -278690.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -278726.250000 Penalty: 3856.328369
	Iteration 8Q: 3 clusters Score -278726.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -278744.531250 Penalty: 3856.328369
	Iteration 9Q: 3 clusters Score -278744.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -278768.875000 Penalty: 3856.328369
	Iteration 10Q: 3 clusters Score -278768.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -278783.812500 Penalty: 3856.328369
	Iteration 11Q: 3 clusters Score -278783.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -278794.375000 Penalty: 3856.328369
	Iteration 12Q: 3 clusters Score -278794.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -278805.031250 Penalty: 3856.328369
	Iteration 13Q: 3 clusters Score -278805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -278814.843750 Penalty: 3856.328369
	Iteration 14Q: 3 clusters Score -278814.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -278821.437500 Penalty: 3856.328369
	Iteration 15Q: 3 clusters Score -278821.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -278827.062500 Penalty: 3856.328369
	Iteration 16Q: 3 clusters Score -278827.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -278836.031250 Penalty: 3856.328369
	Iteration 17Q: 3 clusters Score -278836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -278848.750000 Penalty: 3856.328369
	Iteration 18Q: 3 clusters Score -278848.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -278870.593750 Penalty: 3856.328369
	Iteration 19Q: 3 clusters Score -278870.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -278897.437500 Penalty: 3856.328369
	Iteration 20F: 3 clusters Score -278897.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -278946.562500 Penalty: 3856.328369
	Iteration 21Q: 3 clusters Score -278946.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -279025.375000 Penalty: 3856.328369
	Iteration 22Q: 3 clusters Score -279025.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -279044.406250 Penalty: 3856.328369
	Iteration 23Q: 3 clusters Score -279044.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -279053.937500 Penalty: 3856.328369
	Iteration 24Q: 3 clusters Score -279053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -279055.156250 Penalty: 3856.328369
	Iteration 25Q: 3 clusters Score -279055.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -279055.156250 Penalty: 3856.328369
	Iteration 26F: 3 clusters Score -279055.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 19290 members 
Mstep: Class 3 contains 12756 members 
Mstep: Class 4 contains 283978 members 
Mstep: Class 5 contains 4508 members 
Mstep: Class 6 contains 45156 members 
Mstep: Class 7 contains 43244 members 
Mstep: Class 8 contains 9605 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 16359 members 
Mstep: Class 11 contains 30846 members 
Mstep: Class 12 contains 19524 members 
Mstep: Class 13 contains 52651 members 
Mstep: Class 14 contains 105126 members 
Mstep: Class 15 contains 38042 members 
Mstep: Class 16 contains 104154 members 
Mstep: Class 17 contains 563 members 
Mstep: Class 18 contains 8984 members 
Mstep: Class 19 contains 53900 members 
Mstep: Class 20 contains 11733 members 
Mstep: Class 21 contains 44684 members 
Mstep: Class 22 contains 14746 members 
Mstep: Class 23 contains 75913 members 
Mstep: Class 24 contains 3505 members 
Mstep: Class 25 contains 9394 members 
Mstep: Class 26 contains 79328 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 5826 members 
Mstep: Class 29 contains 154214 members 
Mstep: Class 30 contains 4041 members 
Mstep: Class 31 contains 1817 members 
Entering Unmasked Estep 
Score: -157732128.000000 Penalty: 108024.484375
Splitting cluster 17 changes total score from -157732496.000000 to -157732128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (8984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Entering Unmasked Estep 
Score: -1111450.500000 Penalty: 2257.593750
	Iteration 0F: 2 clusters Score -1111450 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 4443 members 
Entering Unmasked Estep 
Score: -1104407.500000 Penalty: 4515.187500
	Iteration 0F: 3 clusters Score -1104408 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1106349.500000 Penalty: 4515.187500
	Iteration 1F: 3 clusters Score -1106350 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1106610.750000 Penalty: 4515.187500
	Iteration 2F: 3 clusters Score -1106611 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1106808.125000 Penalty: 4515.187500
	Iteration 3Q: 3 clusters Score -1106808 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1106973.875000 Penalty: 4515.187500
	Iteration 4Q: 3 clusters Score -1106974 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1107139.000000 Penalty: 4515.187500
	Iteration 5Q: 3 clusters Score -1107139 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1107352.500000 Penalty: 4515.187500
	Iteration 6Q: 3 clusters Score -1107352 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1107603.125000 Penalty: 4515.187500
	Iteration 7Q: 3 clusters Score -1107603 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1107854.125000 Penalty: 4515.187500
	Iteration 8Q: 3 clusters Score -1107854 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1108058.000000 Penalty: 4515.187500
	Iteration 9Q: 3 clusters Score -1108058 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1108251.625000 Penalty: 4515.187500
	Iteration 10Q: 3 clusters Score -1108252 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1108420.375000 Penalty: 4515.187500
	Iteration 11Q: 3 clusters Score -1108420 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1108577.500000 Penalty: 4515.187500
	Iteration 12Q: 3 clusters Score -1108578 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1108715.375000 Penalty: 4515.187500
	Iteration 13Q: 3 clusters Score -1108715 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1108842.250000 Penalty: 4515.187500
	Iteration 14Q: 3 clusters Score -1108842 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1108949.625000 Penalty: 4515.187500
	Iteration 15Q: 3 clusters Score -1108950 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1109048.375000 Penalty: 4515.187500
	Iteration 16Q: 3 clusters Score -1109048 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1109139.375000 Penalty: 4515.187500
	Iteration 17Q: 3 clusters Score -1109139 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1109226.250000 Penalty: 4515.187500
	Iteration 18Q: 3 clusters Score -1109226 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1109364.875000 Penalty: 4515.187500
	Iteration 19Q: 3 clusters Score -1109365 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1109564.125000 Penalty: 4515.187500
	Iteration 20F: 3 clusters Score -1109564 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1109734.250000 Penalty: 4515.187500
	Iteration 21Q: 3 clusters Score -1109734 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1109820.750000 Penalty: 4515.187500
	Iteration 22Q: 3 clusters Score -1109821 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1109876.875000 Penalty: 4515.187500
	Iteration 23Q: 3 clusters Score -1109877 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1109908.750000 Penalty: 4515.187500
	Iteration 24Q: 3 clusters Score -1109909 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1109937.250000 Penalty: 4515.187500
	Iteration 25Q: 3 clusters Score -1109937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1109954.000000 Penalty: 4515.187500
	Iteration 26Q: 3 clusters Score -1109954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1109967.500000 Penalty: 4515.187500
	Iteration 27Q: 3 clusters Score -1109968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1109977.500000 Penalty: 4515.187500
	Iteration 28Q: 3 clusters Score -1109978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1109983.500000 Penalty: 4515.187500
	Iteration 29Q: 3 clusters Score -1109984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1109986.000000 Penalty: 4515.187500
	Iteration 30Q: 3 clusters Score -1109986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1109991.625000 Penalty: 4515.187500
	Iteration 31Q: 3 clusters Score -1109992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1110003.625000 Penalty: 4515.187500
	Iteration 32Q: 3 clusters Score -1110004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1110011.375000 Penalty: 4515.187500
	Iteration 33Q: 3 clusters Score -1110011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1110016.875000 Penalty: 4515.187500
	Iteration 34Q: 3 clusters Score -1110017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1110019.125000 Penalty: 4515.187500
	Iteration 35Q: 3 clusters Score -1110019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1110024.250000 Penalty: 4515.187500
	Iteration 36Q: 3 clusters Score -1110024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1110025.875000 Penalty: 4515.187500
	Iteration 37Q: 3 clusters Score -1110026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1110028.375000 Penalty: 4515.187500
	Iteration 38Q: 3 clusters Score -1110028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1110029.000000 Penalty: 4515.187500
	Iteration 39Q: 3 clusters Score -1110029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1110028.250000 Penalty: 4515.187500
	Iteration 40F: 3 clusters Score -1110028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1110029.125000 Penalty: 4515.187500
	Iteration 41Q: 3 clusters Score -1110029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1110030.625000 Penalty: 4515.187500
	Iteration 42Q: 3 clusters Score -1110031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1110031.375000 Penalty: 4515.187500
	Iteration 43Q: 3 clusters Score -1110031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1110030.500000 Penalty: 4515.187500
	Iteration 44Q: 3 clusters Score -1110030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1110034.000000 Penalty: 4515.187500
	Iteration 45Q: 3 clusters Score -1110034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1110034.875000 Penalty: 4515.187500
	Iteration 46Q: 3 clusters Score -1110035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1110033.000000 Penalty: 4515.187500
	Iteration 47Q: 3 clusters Score -1110033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1110032.750000 Penalty: 4515.187500
	Iteration 48Q: 3 clusters Score -1110033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1110036.375000 Penalty: 4515.187500
	Iteration 49Q: 3 clusters Score -1110036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1110036.375000 Penalty: 4515.187500
	Iteration 50Q: 3 clusters Score -1110036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1110034.875000 Penalty: 4515.187500
	Iteration 51Q: 3 clusters Score -1110035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1110034.875000 Penalty: 4515.187500
	Iteration 52F: 3 clusters Score -1110035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Entering Unmasked Estep 
Score: -7011621.000000 Penalty: 2701.931641
	Iteration 0F: 2 clusters Score -7011621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -6975178.500000 Penalty: 5403.863281
	Iteration 0F: 3 clusters Score -6975178 nChanged 25225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -6989116.000000 Penalty: 5403.863281
	Iteration 1F: 3 clusters Score -6989116 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -6989646.000000 Penalty: 5403.863281
	Iteration 2Q: 3 clusters Score -6989646 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -6990184.500000 Penalty: 5403.863281
	Iteration 3Q: 3 clusters Score -6990184 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -6990795.500000 Penalty: 5403.863281
	Iteration 4Q: 3 clusters Score -6990796 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -6991778.500000 Penalty: 5403.863281
	Iteration 5Q: 3 clusters Score -6991778 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -6993494.500000 Penalty: 5403.863281
	Iteration 6F: 3 clusters Score -6993494 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -6996396.000000 Penalty: 5403.863281
	Iteration 7F: 3 clusters Score -6996396 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -7000224.500000 Penalty: 5403.863281
	Iteration 8F: 3 clusters Score -7000224 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -7004074.000000 Penalty: 5403.863281
	Iteration 9F: 3 clusters Score -7004074 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -7006874.000000 Penalty: 5403.863281
	Iteration 10F: 3 clusters Score -7006874 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -7008222.000000 Penalty: 5403.863281
	Iteration 11Q: 3 clusters Score -7008222 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -7008812.000000 Penalty: 5403.863281
	Iteration 12Q: 3 clusters Score -7008812 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -7009107.500000 Penalty: 5403.863281
	Iteration 13Q: 3 clusters Score -7009108 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -7009279.000000 Penalty: 5403.863281
	Iteration 14Q: 3 clusters Score -7009279 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -7009399.500000 Penalty: 5403.863281
	Iteration 15Q: 3 clusters Score -7009400 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -7009423.500000 Penalty: 5403.863281
	Iteration 16Q: 3 clusters Score -7009424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -7009461.500000 Penalty: 5403.863281
	Iteration 17Q: 3 clusters Score -7009462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -7009474.500000 Penalty: 5403.863281
	Iteration 18Q: 3 clusters Score -7009474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -7009498.500000 Penalty: 5403.863281
	Iteration 19Q: 3 clusters Score -7009498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -7009527.500000 Penalty: 5403.863281
	Iteration 20F: 3 clusters Score -7009528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -7009546.000000 Penalty: 5403.863281
	Iteration 21Q: 3 clusters Score -7009546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -7009560.500000 Penalty: 5403.863281
	Iteration 22Q: 3 clusters Score -7009560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -7009571.000000 Penalty: 5403.863281
	Iteration 23Q: 3 clusters Score -7009571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -7009577.500000 Penalty: 5403.863281
	Iteration 24Q: 3 clusters Score -7009578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -7009576.500000 Penalty: 5403.863281
	Iteration 25Q: 3 clusters Score -7009576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -7009582.000000 Penalty: 5403.863281
	Iteration 26Q: 3 clusters Score -7009582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -7009590.000000 Penalty: 5403.863281
	Iteration 27Q: 3 clusters Score -7009590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -7009595.500000 Penalty: 5403.863281
	Iteration 28Q: 3 clusters Score -7009596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -7009592.500000 Penalty: 5403.863281
	Iteration 29Q: 3 clusters Score -7009592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -7009590.000000 Penalty: 5403.863281
	Iteration 30Q: 3 clusters Score -7009590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -7009590.500000 Penalty: 5403.863281
	Iteration 31Q: 3 clusters Score -7009590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -7009600.500000 Penalty: 5403.863281
	Iteration 32Q: 3 clusters Score -7009600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -7009602.000000 Penalty: 5403.863281
	Iteration 33Q: 3 clusters Score -7009602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -7009594.500000 Penalty: 5403.863281
	Iteration 34Q: 3 clusters Score -7009594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -7009606.500000 Penalty: 5403.863281
	Iteration 35Q: 3 clusters Score -7009606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -7009606.000000 Penalty: 5403.863281
	Iteration 36Q: 3 clusters Score -7009606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -7009606.000000 Penalty: 5403.863281
	Iteration 37F: 3 clusters Score -7009606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Entering Unmasked Estep 
Score: -1540117.500000 Penalty: 2323.800049
	Iteration 0F: 2 clusters Score -1540118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1531256.000000 Penalty: 4647.600098
	Iteration 0F: 3 clusters Score -1531256 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1533998.500000 Penalty: 4647.600098
	Iteration 1F: 3 clusters Score -1533998 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1534384.500000 Penalty: 4647.600098
	Iteration 2F: 3 clusters Score -1534384 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1534768.125000 Penalty: 4647.600098
	Iteration 3F: 3 clusters Score -1534768 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1535119.125000 Penalty: 4647.600098
	Iteration 4F: 3 clusters Score -1535119 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1535457.500000 Penalty: 4647.600098
	Iteration 5F: 3 clusters Score -1535458 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1535756.125000 Penalty: 4647.600098
	Iteration 6Q: 3 clusters Score -1535756 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1536021.125000 Penalty: 4647.600098
	Iteration 7Q: 3 clusters Score -1536021 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1536268.375000 Penalty: 4647.600098
	Iteration 8Q: 3 clusters Score -1536268 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1536446.625000 Penalty: 4647.600098
	Iteration 9Q: 3 clusters Score -1536447 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1536634.875000 Penalty: 4647.600098
	Iteration 10Q: 3 clusters Score -1536635 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1536825.500000 Penalty: 4647.600098
	Iteration 11Q: 3 clusters Score -1536826 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1536992.625000 Penalty: 4647.600098
	Iteration 12Q: 3 clusters Score -1536993 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1537162.875000 Penalty: 4647.600098
	Iteration 13Q: 3 clusters Score -1537163 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1537330.375000 Penalty: 4647.600098
	Iteration 14Q: 3 clusters Score -1537330 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1537430.875000 Penalty: 4647.600098
	Iteration 15Q: 3 clusters Score -1537431 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1537490.125000 Penalty: 4647.600098
	Iteration 16Q: 3 clusters Score -1537490 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1537536.875000 Penalty: 4647.600098
	Iteration 17Q: 3 clusters Score -1537537 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1537566.875000 Penalty: 4647.600098
	Iteration 18Q: 3 clusters Score -1537567 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1537592.125000 Penalty: 4647.600098
	Iteration 19Q: 3 clusters Score -1537592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1537611.250000 Penalty: 4647.600098
	Iteration 20F: 3 clusters Score -1537611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1537625.250000 Penalty: 4647.600098
	Iteration 21Q: 3 clusters Score -1537625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1537628.250000 Penalty: 4647.600098
	Iteration 22Q: 3 clusters Score -1537628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1537637.625000 Penalty: 4647.600098
	Iteration 23Q: 3 clusters Score -1537638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1537649.250000 Penalty: 4647.600098
	Iteration 24Q: 3 clusters Score -1537649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1537657.625000 Penalty: 4647.600098
	Iteration 25Q: 3 clusters Score -1537658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1537670.375000 Penalty: 4647.600098
	Iteration 26Q: 3 clusters Score -1537670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1537674.750000 Penalty: 4647.600098
	Iteration 27Q: 3 clusters Score -1537675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1537677.500000 Penalty: 4647.600098
	Iteration 28Q: 3 clusters Score -1537678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1537683.625000 Penalty: 4647.600098
	Iteration 29Q: 3 clusters Score -1537684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1537689.125000 Penalty: 4647.600098
	Iteration 30Q: 3 clusters Score -1537689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1537694.000000 Penalty: 4647.600098
	Iteration 31Q: 3 clusters Score -1537694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1537703.625000 Penalty: 4647.600098
	Iteration 32Q: 3 clusters Score -1537704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1537712.375000 Penalty: 4647.600098
	Iteration 33Q: 3 clusters Score -1537712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1537718.125000 Penalty: 4647.600098
	Iteration 34Q: 3 clusters Score -1537718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1537725.125000 Penalty: 4647.600098
	Iteration 35Q: 3 clusters Score -1537725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1537728.375000 Penalty: 4647.600098
	Iteration 36Q: 3 clusters Score -1537728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1537733.750000 Penalty: 4647.600098
	Iteration 37Q: 3 clusters Score -1537734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1537734.750000 Penalty: 4647.600098
	Iteration 38Q: 3 clusters Score -1537735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1537737.375000 Penalty: 4647.600098
	Iteration 39Q: 3 clusters Score -1537737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1537736.375000 Penalty: 4647.600098
	Iteration 40F: 3 clusters Score -1537736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1537741.625000 Penalty: 4647.600098
	Iteration 41Q: 3 clusters Score -1537742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1537743.500000 Penalty: 4647.600098
	Iteration 42Q: 3 clusters Score -1537744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1537748.250000 Penalty: 4647.600098
	Iteration 43Q: 3 clusters Score -1537748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1537750.875000 Penalty: 4647.600098
	Iteration 44Q: 3 clusters Score -1537751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1537755.500000 Penalty: 4647.600098
	Iteration 45Q: 3 clusters Score -1537756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1537755.875000 Penalty: 4647.600098
	Iteration 46Q: 3 clusters Score -1537756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1537760.375000 Penalty: 4647.600098
	Iteration 47Q: 3 clusters Score -1537760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1537760.375000 Penalty: 4647.600098
	Iteration 48Q: 3 clusters Score -1537760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1537760.500000 Penalty: 4647.600098
	Iteration 49Q: 3 clusters Score -1537760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1537760.500000 Penalty: 4647.600098
	Iteration 50Q: 3 clusters Score -1537760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1537761.000000 Penalty: 4647.600098
	Iteration 51Q: 3 clusters Score -1537761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1537767.625000 Penalty: 4647.600098
	Iteration 52Q: 3 clusters Score -1537768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1537769.875000 Penalty: 4647.600098
	Iteration 53Q: 3 clusters Score -1537770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1537771.500000 Penalty: 4647.600098
	Iteration 54Q: 3 clusters Score -1537772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1537774.125000 Penalty: 4647.600098
	Iteration 55Q: 3 clusters Score -1537774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1537774.750000 Penalty: 4647.600098
	Iteration 56Q: 3 clusters Score -1537775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1537774.125000 Penalty: 4647.600098
	Iteration 57Q: 3 clusters Score -1537774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1537776.250000 Penalty: 4647.600098
	Iteration 58Q: 3 clusters Score -1537776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1537775.125000 Penalty: 4647.600098
	Iteration 59Q: 3 clusters Score -1537775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1537777.000000 Penalty: 4647.600098
	Iteration 60F: 3 clusters Score -1537777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1537780.375000 Penalty: 4647.600098
	Iteration 61Q: 3 clusters Score -1537780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1537780.625000 Penalty: 4647.600098
	Iteration 62Q: 3 clusters Score -1537781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1537780.000000 Penalty: 4647.600098
	Iteration 63Q: 3 clusters Score -1537780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1537780.500000 Penalty: 4647.600098
	Iteration 64Q: 3 clusters Score -1537780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1537780.125000 Penalty: 4647.600098
	Iteration 65Q: 3 clusters Score -1537780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1537779.875000 Penalty: 4647.600098
	Iteration 66Q: 3 clusters Score -1537780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1537779.875000 Penalty: 4647.600098
	Iteration 67F: 3 clusters Score -1537780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Entering Unmasked Estep 
Score: -5802909.000000 Penalty: 2655.427979
	Iteration 0F: 2 clusters Score -5802909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5772729.500000 Penalty: 5310.855957
	Iteration 0F: 3 clusters Score -5772730 nChanged 20525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -5784121.000000 Penalty: 5310.855957
	Iteration 1F: 3 clusters Score -5784121 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -5784800.500000 Penalty: 5310.855957
	Iteration 2Q: 3 clusters Score -5784800 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -5785470.500000 Penalty: 5310.855957
	Iteration 3Q: 3 clusters Score -5785470 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -5786251.500000 Penalty: 5310.855957
	Iteration 4Q: 3 clusters Score -5786252 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -5787220.000000 Penalty: 5310.855957
	Iteration 5Q: 3 clusters Score -5787220 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -5788441.500000 Penalty: 5310.855957
	Iteration 6F: 3 clusters Score -5788442 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -5790179.500000 Penalty: 5310.855957
	Iteration 7F: 3 clusters Score -5790180 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -5792107.000000 Penalty: 5310.855957
	Iteration 8F: 3 clusters Score -5792107 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -5794107.000000 Penalty: 5310.855957
	Iteration 9F: 3 clusters Score -5794107 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -5795663.500000 Penalty: 5310.855957
	Iteration 10Q: 3 clusters Score -5795664 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -5796622.500000 Penalty: 5310.855957
	Iteration 11Q: 3 clusters Score -5796622 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -5797254.500000 Penalty: 5310.855957
	Iteration 12Q: 3 clusters Score -5797254 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -5797730.000000 Penalty: 5310.855957
	Iteration 13Q: 3 clusters Score -5797730 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5798149.500000 Penalty: 5310.855957
	Iteration 14Q: 3 clusters Score -5798150 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -5798459.500000 Penalty: 5310.855957
	Iteration 15Q: 3 clusters Score -5798460 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -5798719.000000 Penalty: 5310.855957
	Iteration 16Q: 3 clusters Score -5798719 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -5798992.000000 Penalty: 5310.855957
	Iteration 17Q: 3 clusters Score -5798992 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -5799164.000000 Penalty: 5310.855957
	Iteration 18Q: 3 clusters Score -5799164 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -5799365.500000 Penalty: 5310.855957
	Iteration 19Q: 3 clusters Score -5799366 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -5799530.000000 Penalty: 5310.855957
	Iteration 20F: 3 clusters Score -5799530 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -5799651.500000 Penalty: 5310.855957
	Iteration 21Q: 3 clusters Score -5799652 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -5799771.000000 Penalty: 5310.855957
	Iteration 22Q: 3 clusters Score -5799771 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -5799867.000000 Penalty: 5310.855957
	Iteration 23Q: 3 clusters Score -5799867 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -5799930.500000 Penalty: 5310.855957
	Iteration 24Q: 3 clusters Score -5799930 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -5799999.500000 Penalty: 5310.855957
	Iteration 25Q: 3 clusters Score -5800000 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -5800066.500000 Penalty: 5310.855957
	Iteration 26Q: 3 clusters Score -5800066 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -5800140.000000 Penalty: 5310.855957
	Iteration 27Q: 3 clusters Score -5800140 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -5800204.000000 Penalty: 5310.855957
	Iteration 28Q: 3 clusters Score -5800204 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -5800238.000000 Penalty: 5310.855957
	Iteration 29Q: 3 clusters Score -5800238 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -5800289.000000 Penalty: 5310.855957
	Iteration 30Q: 3 clusters Score -5800289 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -5800327.500000 Penalty: 5310.855957
	Iteration 31Q: 3 clusters Score -5800328 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -5800360.000000 Penalty: 5310.855957
	Iteration 32Q: 3 clusters Score -5800360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -5800388.500000 Penalty: 5310.855957
	Iteration 33Q: 3 clusters Score -5800388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -5800423.500000 Penalty: 5310.855957
	Iteration 34Q: 3 clusters Score -5800424 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -5800457.000000 Penalty: 5310.855957
	Iteration 35Q: 3 clusters Score -5800457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -5800468.000000 Penalty: 5310.855957
	Iteration 36Q: 3 clusters Score -5800468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -5800502.500000 Penalty: 5310.855957
	Iteration 37Q: 3 clusters Score -5800502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -5800512.500000 Penalty: 5310.855957
	Iteration 38Q: 3 clusters Score -5800512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -5800533.000000 Penalty: 5310.855957
	Iteration 39Q: 3 clusters Score -5800533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -5800526.000000 Penalty: 5310.855957
	Iteration 40F: 3 clusters Score -5800526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -5800535.000000 Penalty: 5310.855957
	Iteration 41Q: 3 clusters Score -5800535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -5800538.500000 Penalty: 5310.855957
	Iteration 42Q: 3 clusters Score -5800538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -5800538.500000 Penalty: 5310.855957
	Iteration 43Q: 3 clusters Score -5800538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -5800561.000000 Penalty: 5310.855957
	Iteration 44Q: 3 clusters Score -5800561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -5800560.500000 Penalty: 5310.855957
	Iteration 45Q: 3 clusters Score -5800560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -5800557.500000 Penalty: 5310.855957
	Iteration 46Q: 3 clusters Score -5800558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -5800561.000000 Penalty: 5310.855957
	Iteration 47Q: 3 clusters Score -5800561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -5800557.000000 Penalty: 5310.855957
	Iteration 48Q: 3 clusters Score -5800557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -5800562.500000 Penalty: 5310.855957
	Iteration 49Q: 3 clusters Score -5800562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -5800562.500000 Penalty: 5310.855957
	Iteration 50Q: 3 clusters Score -5800562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -5800563.000000 Penalty: 5310.855957
	Iteration 51Q: 3 clusters Score -5800563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -5800560.500000 Penalty: 5310.855957
	Iteration 52Q: 3 clusters Score -5800560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -5800566.500000 Penalty: 5310.855957
	Iteration 53Q: 3 clusters Score -5800566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -5800569.000000 Penalty: 5310.855957
	Iteration 54Q: 3 clusters Score -5800569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -5800570.000000 Penalty: 5310.855957
	Iteration 55Q: 3 clusters Score -5800570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -5800570.500000 Penalty: 5310.855957
	Iteration 56Q: 3 clusters Score -5800570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -5800573.000000 Penalty: 5310.855957
	Iteration 57Q: 3 clusters Score -5800573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -5800577.500000 Penalty: 5310.855957
	Iteration 58Q: 3 clusters Score -5800578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -5800581.500000 Penalty: 5310.855957
	Iteration 59Q: 3 clusters Score -5800582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -5800582.500000 Penalty: 5310.855957
	Iteration 60F: 3 clusters Score -5800582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -5800588.000000 Penalty: 5310.855957
	Iteration 61Q: 3 clusters Score -5800588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -5800584.000000 Penalty: 5310.855957
	Iteration 62Q: 3 clusters Score -5800584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -5800586.000000 Penalty: 5310.855957
	Iteration 63Q: 3 clusters Score -5800586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -5800586.000000 Penalty: 5310.855957
	Iteration 64F: 3 clusters Score -5800586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Entering Unmasked Estep 
Score: -1765607.875000 Penalty: 2380.484375
	Iteration 0F: 2 clusters Score -1765608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1754926.750000 Penalty: 4760.968750
	Iteration 0F: 3 clusters Score -1754927 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1758340.250000 Penalty: 4760.968750
	Iteration 1F: 3 clusters Score -1758340 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1758828.375000 Penalty: 4760.968750
	Iteration 2F: 3 clusters Score -1758828 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1759269.750000 Penalty: 4760.968750
	Iteration 3F: 3 clusters Score -1759270 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1759630.750000 Penalty: 4760.968750
	Iteration 4F: 3 clusters Score -1759631 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1759976.875000 Penalty: 4760.968750
	Iteration 5Q: 3 clusters Score -1759977 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1760307.000000 Penalty: 4760.968750
	Iteration 6Q: 3 clusters Score -1760307 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1760622.375000 Penalty: 4760.968750
	Iteration 7Q: 3 clusters Score -1760622 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1760895.250000 Penalty: 4760.968750
	Iteration 8Q: 3 clusters Score -1760895 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1761203.000000 Penalty: 4760.968750
	Iteration 9Q: 3 clusters Score -1761203 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1761593.000000 Penalty: 4760.968750
	Iteration 10Q: 3 clusters Score -1761593 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1762033.625000 Penalty: 4760.968750
	Iteration 11Q: 3 clusters Score -1762034 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1762412.250000 Penalty: 4760.968750
	Iteration 12Q: 3 clusters Score -1762412 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1762723.375000 Penalty: 4760.968750
	Iteration 13Q: 3 clusters Score -1762723 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1762962.750000 Penalty: 4760.968750
	Iteration 14Q: 3 clusters Score -1762963 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1763133.875000 Penalty: 4760.968750
	Iteration 15Q: 3 clusters Score -1763134 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1763280.500000 Penalty: 4760.968750
	Iteration 16Q: 3 clusters Score -1763280 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1763432.750000 Penalty: 4760.968750
	Iteration 17Q: 3 clusters Score -1763433 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1763581.750000 Penalty: 4760.968750
	Iteration 18Q: 3 clusters Score -1763582 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1763713.625000 Penalty: 4760.968750
	Iteration 19Q: 3 clusters Score -1763714 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1763813.500000 Penalty: 4760.968750
	Iteration 20F: 3 clusters Score -1763814 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1763888.250000 Penalty: 4760.968750
	Iteration 21Q: 3 clusters Score -1763888 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1763936.750000 Penalty: 4760.968750
	Iteration 22Q: 3 clusters Score -1763937 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1763962.875000 Penalty: 4760.968750
	Iteration 23Q: 3 clusters Score -1763963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1763983.125000 Penalty: 4760.968750
	Iteration 24Q: 3 clusters Score -1763983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1764004.125000 Penalty: 4760.968750
	Iteration 25Q: 3 clusters Score -1764004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1764019.125000 Penalty: 4760.968750
	Iteration 26Q: 3 clusters Score -1764019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1764021.750000 Penalty: 4760.968750
	Iteration 27Q: 3 clusters Score -1764022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1764029.250000 Penalty: 4760.968750
	Iteration 28Q: 3 clusters Score -1764029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1764033.875000 Penalty: 4760.968750
	Iteration 29Q: 3 clusters Score -1764034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1764036.375000 Penalty: 4760.968750
	Iteration 30Q: 3 clusters Score -1764036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1764042.375000 Penalty: 4760.968750
	Iteration 31Q: 3 clusters Score -1764042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1764044.750000 Penalty: 4760.968750
	Iteration 32Q: 3 clusters Score -1764045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1764046.500000 Penalty: 4760.968750
	Iteration 33Q: 3 clusters Score -1764046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1764048.375000 Penalty: 4760.968750
	Iteration 34Q: 3 clusters Score -1764048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1764050.500000 Penalty: 4760.968750
	Iteration 35Q: 3 clusters Score -1764050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1764054.750000 Penalty: 4760.968750
	Iteration 36Q: 3 clusters Score -1764055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1764051.250000 Penalty: 4760.968750
	Iteration 37Q: 3 clusters Score -1764051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1764054.125000 Penalty: 4760.968750
	Iteration 38Q: 3 clusters Score -1764054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1764054.750000 Penalty: 4760.968750
	Iteration 39Q: 3 clusters Score -1764055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1764057.625000 Penalty: 4760.968750
	Iteration 40F: 3 clusters Score -1764058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1764059.875000 Penalty: 4760.968750
	Iteration 41Q: 3 clusters Score -1764060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1764057.250000 Penalty: 4760.968750
	Iteration 42Q: 3 clusters Score -1764057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1764055.875000 Penalty: 4760.968750
	Iteration 43Q: 3 clusters Score -1764056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1764055.875000 Penalty: 4760.968750
	Iteration 44F: 3 clusters Score -1764056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (75913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Entering Unmasked Estep 
Score: -9707410.000000 Penalty: 2786.861084
	Iteration 0F: 2 clusters Score -9707410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -9656308.000000 Penalty: 5573.722168
	Iteration 0F: 3 clusters Score -9656308 nChanged 35811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -9676276.000000 Penalty: 5573.722168
	Iteration 1F: 3 clusters Score -9676276 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -9676966.000000 Penalty: 5573.722168
	Iteration 2Q: 3 clusters Score -9676966 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -9677791.000000 Penalty: 5573.722168
	Iteration 3Q: 3 clusters Score -9677791 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -9678966.000000 Penalty: 5573.722168
	Iteration 4Q: 3 clusters Score -9678966 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -9681028.000000 Penalty: 5573.722168
	Iteration 5F: 3 clusters Score -9681028 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -9684606.000000 Penalty: 5573.722168
	Iteration 6F: 3 clusters Score -9684606 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -9689770.000000 Penalty: 5573.722168
	Iteration 7F: 3 clusters Score -9689770 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -9695686.000000 Penalty: 5573.722168
	Iteration 8F: 3 clusters Score -9695686 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70828 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -9700433.000000 Penalty: 5573.722168
	Iteration 9F: 3 clusters Score -9700433 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73583 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9703039.000000 Penalty: 5573.722168
	Iteration 10Q: 3 clusters Score -9703039 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9704202.000000 Penalty: 5573.722168
	Iteration 11Q: 3 clusters Score -9704202 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9704652.000000 Penalty: 5573.722168
	Iteration 12Q: 3 clusters Score -9704652 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9704795.000000 Penalty: 5573.722168
	Iteration 13Q: 3 clusters Score -9704795 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9704881.000000 Penalty: 5573.722168
	Iteration 14Q: 3 clusters Score -9704881 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9704936.000000 Penalty: 5573.722168
	Iteration 15Q: 3 clusters Score -9704936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9704968.000000 Penalty: 5573.722168
	Iteration 16Q: 3 clusters Score -9704968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9705000.000000 Penalty: 5573.722168
	Iteration 17Q: 3 clusters Score -9705000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9705021.000000 Penalty: 5573.722168
	Iteration 18Q: 3 clusters Score -9705021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9705027.000000 Penalty: 5573.722168
	Iteration 19Q: 3 clusters Score -9705027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9705026.000000 Penalty: 5573.722168
	Iteration 20F: 3 clusters Score -9705026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9705030.000000 Penalty: 5573.722168
	Iteration 21Q: 3 clusters Score -9705030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9705047.000000 Penalty: 5573.722168
	Iteration 22Q: 3 clusters Score -9705047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9705046.000000 Penalty: 5573.722168
	Iteration 23Q: 3 clusters Score -9705046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9705051.000000 Penalty: 5573.722168
	Iteration 24Q: 3 clusters Score -9705051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9705062.000000 Penalty: 5573.722168
	Iteration 25Q: 3 clusters Score -9705062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9705070.000000 Penalty: 5573.722168
	Iteration 26Q: 3 clusters Score -9705070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9705063.000000 Penalty: 5573.722168
	Iteration 27Q: 3 clusters Score -9705063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9705069.000000 Penalty: 5573.722168
	Iteration 28Q: 3 clusters Score -9705069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9705070.000000 Penalty: 5573.722168
	Iteration 29Q: 3 clusters Score -9705070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9705070.000000 Penalty: 5573.722168
	Iteration 30F: 3 clusters Score -9705070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Entering Unmasked Estep 
Score: -432830.031250 Penalty: 2024.162476
	Iteration 0F: 2 clusters Score -432830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -429239.781250 Penalty: 4048.324951
	Iteration 0F: 3 clusters Score -429239.8 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -430016.218750 Penalty: 4048.324951
	Iteration 1F: 3 clusters Score -430016.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -430235.968750 Penalty: 4048.324951
	Iteration 2F: 3 clusters Score -430236 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -430447.343750 Penalty: 4048.324951
	Iteration 3F: 3 clusters Score -430447.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -430607.875000 Penalty: 4048.324951
	Iteration 4F: 3 clusters Score -430607.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -430734.968750 Penalty: 4048.324951
	Iteration 5Q: 3 clusters Score -430735 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -430829.593750 Penalty: 4048.324951
	Iteration 6Q: 3 clusters Score -430829.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -430915.781250 Penalty: 4048.324951
	Iteration 7Q: 3 clusters Score -430915.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -430981.218750 Penalty: 4048.324951
	Iteration 8Q: 3 clusters Score -430981.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -431038.468750 Penalty: 4048.324951
	Iteration 9Q: 3 clusters Score -431038.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -431088.000000 Penalty: 4048.324951
	Iteration 10Q: 3 clusters Score -431088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -431138.062500 Penalty: 4048.324951
	Iteration 11Q: 3 clusters Score -431138.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -431187.531250 Penalty: 4048.324951
	Iteration 12Q: 3 clusters Score -431187.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -431236.187500 Penalty: 4048.324951
	Iteration 13Q: 3 clusters Score -431236.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -431265.406250 Penalty: 4048.324951
	Iteration 14Q: 3 clusters Score -431265.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -431295.468750 Penalty: 4048.324951
	Iteration 15Q: 3 clusters Score -431295.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -431316.343750 Penalty: 4048.324951
	Iteration 16Q: 3 clusters Score -431316.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -431334.312500 Penalty: 4048.324951
	Iteration 17Q: 3 clusters Score -431334.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -431354.750000 Penalty: 4048.324951
	Iteration 18Q: 3 clusters Score -431354.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -431373.125000 Penalty: 4048.324951
	Iteration 19Q: 3 clusters Score -431373.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -431392.750000 Penalty: 4048.324951
	Iteration 20F: 3 clusters Score -431392.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -431407.437500 Penalty: 4048.324951
	Iteration 21Q: 3 clusters Score -431407.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -431420.656250 Penalty: 4048.324951
	Iteration 22Q: 3 clusters Score -431420.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -431429.375000 Penalty: 4048.324951
	Iteration 23Q: 3 clusters Score -431429.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -431433.500000 Penalty: 4048.324951
	Iteration 24Q: 3 clusters Score -431433.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -431437.218750 Penalty: 4048.324951
	Iteration 25Q: 3 clusters Score -431437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -431440.875000 Penalty: 4048.324951
	Iteration 26Q: 3 clusters Score -431440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -431444.375000 Penalty: 4048.324951
	Iteration 27Q: 3 clusters Score -431444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -431446.468750 Penalty: 4048.324951
	Iteration 28Q: 3 clusters Score -431446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -431446.156250 Penalty: 4048.324951
	Iteration 29Q: 3 clusters Score -431446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -431446.750000 Penalty: 4048.324951
	Iteration 30Q: 3 clusters Score -431446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -431446.750000 Penalty: 4048.324951
	Iteration 31F: 3 clusters Score -431446.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Entering Unmasked Estep 
Score: -1133028.375000 Penalty: 2268.660889
	Iteration 0F: 2 clusters Score -1133028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1125792.125000 Penalty: 4537.321777
	Iteration 0F: 3 clusters Score -1125792 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1128175.875000 Penalty: 4537.321777
	Iteration 1F: 3 clusters Score -1128176 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1128699.875000 Penalty: 4537.321777
	Iteration 2F: 3 clusters Score -1128700 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1129114.750000 Penalty: 4537.321777
	Iteration 3F: 3 clusters Score -1129115 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1129524.500000 Penalty: 4537.321777
	Iteration 4F: 3 clusters Score -1129524 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1129929.000000 Penalty: 4537.321777
	Iteration 5F: 3 clusters Score -1129929 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1130316.125000 Penalty: 4537.321777
	Iteration 6F: 3 clusters Score -1130316 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1130654.000000 Penalty: 4537.321777
	Iteration 7Q: 3 clusters Score -1130654 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1130960.500000 Penalty: 4537.321777
	Iteration 8Q: 3 clusters Score -1130960 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1131186.500000 Penalty: 4537.321777
	Iteration 9Q: 3 clusters Score -1131186 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1131354.625000 Penalty: 4537.321777
	Iteration 10Q: 3 clusters Score -1131355 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1131480.750000 Penalty: 4537.321777
	Iteration 11Q: 3 clusters Score -1131481 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1131580.375000 Penalty: 4537.321777
	Iteration 12Q: 3 clusters Score -1131580 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1131674.875000 Penalty: 4537.321777
	Iteration 13Q: 3 clusters Score -1131675 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1131780.000000 Penalty: 4537.321777
	Iteration 14Q: 3 clusters Score -1131780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1131853.375000 Penalty: 4537.321777
	Iteration 15Q: 3 clusters Score -1131853 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1131905.375000 Penalty: 4537.321777
	Iteration 16Q: 3 clusters Score -1131905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1131931.625000 Penalty: 4537.321777
	Iteration 17Q: 3 clusters Score -1131932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1131962.125000 Penalty: 4537.321777
	Iteration 18Q: 3 clusters Score -1131962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1131973.250000 Penalty: 4537.321777
	Iteration 19Q: 3 clusters Score -1131973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1131979.125000 Penalty: 4537.321777
	Iteration 20F: 3 clusters Score -1131979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1131987.750000 Penalty: 4537.321777
	Iteration 21Q: 3 clusters Score -1131988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1131992.125000 Penalty: 4537.321777
	Iteration 22Q: 3 clusters Score -1131992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1131996.125000 Penalty: 4537.321777
	Iteration 23Q: 3 clusters Score -1131996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1131998.125000 Penalty: 4537.321777
	Iteration 24Q: 3 clusters Score -1131998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1132002.875000 Penalty: 4537.321777
	Iteration 25Q: 3 clusters Score -1132003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1132002.375000 Penalty: 4537.321777
	Iteration 26Q: 3 clusters Score -1132002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1132003.375000 Penalty: 4537.321777
	Iteration 27Q: 3 clusters Score -1132003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1132003.250000 Penalty: 4537.321777
	Iteration 28Q: 3 clusters Score -1132003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1132004.625000 Penalty: 4537.321777
	Iteration 29Q: 3 clusters Score -1132005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1132005.250000 Penalty: 4537.321777
	Iteration 30Q: 3 clusters Score -1132005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1132003.375000 Penalty: 4537.321777
	Iteration 31Q: 3 clusters Score -1132003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1132003.375000 Penalty: 4537.321777
	Iteration 32F: 3 clusters Score -1132003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (79328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Entering Unmasked Estep 
Score: -10248726.000000 Penalty: 2797.773926
	Iteration 0F: 2 clusters Score -1.024873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -10195685.000000 Penalty: 5595.547852
	Iteration 0F: 3 clusters Score -1.019568e+07 nChanged 37365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -10216570.000000 Penalty: 5595.547852
	Iteration 1F: 3 clusters Score -1.021657e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -10217170.000000 Penalty: 5595.547852
	Iteration 2Q: 3 clusters Score -1.021717e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -10217906.000000 Penalty: 5595.547852
	Iteration 3Q: 3 clusters Score -1.021791e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -10218947.000000 Penalty: 5595.547852
	Iteration 4Q: 3 clusters Score -1.021895e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -10220726.000000 Penalty: 5595.547852
	Iteration 5F: 3 clusters Score -1.022073e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -10223754.000000 Penalty: 5595.547852
	Iteration 6F: 3 clusters Score -1.022375e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -10228309.000000 Penalty: 5595.547852
	Iteration 7F: 3 clusters Score -1.022831e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -10234079.000000 Penalty: 5595.547852
	Iteration 8F: 3 clusters Score -1.023408e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -10239578.000000 Penalty: 5595.547852
	Iteration 9F: 3 clusters Score -1.023958e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -10243175.000000 Penalty: 5595.547852
	Iteration 10Q: 3 clusters Score -1.024318e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -10245027.000000 Penalty: 5595.547852
	Iteration 11Q: 3 clusters Score -1.024503e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10245766.000000 Penalty: 5595.547852
	Iteration 12Q: 3 clusters Score -1.024577e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10246015.000000 Penalty: 5595.547852
	Iteration 13Q: 3 clusters Score -1.024602e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10246131.000000 Penalty: 5595.547852
	Iteration 14Q: 3 clusters Score -1.024613e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10246202.000000 Penalty: 5595.547852
	Iteration 15Q: 3 clusters Score -1.02462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10246222.000000 Penalty: 5595.547852
	Iteration 16Q: 3 clusters Score -1.024622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79048 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10246238.000000 Penalty: 5595.547852
	Iteration 17Q: 3 clusters Score -1.024624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10246240.000000 Penalty: 5595.547852
	Iteration 18Q: 3 clusters Score -1.024624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10246242.000000 Penalty: 5595.547852
	Iteration 19Q: 3 clusters Score -1.024624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10246245.000000 Penalty: 5595.547852
	Iteration 20F: 3 clusters Score -1.024624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -110678.867188 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -110678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108842.593750 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -108842.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -109612.593750 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -109612.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110589.890625 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -110589.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112099.789062 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -112099.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112534.328125 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -112534.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -112890.617188 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -112890.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113245.601562 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -113245.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113635.421875 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -113635.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -114008.164062 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -114008.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -114277.796875 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -114277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -114816.851562 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -114816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114829.445312 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -114829.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114834.906250 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -114834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114834.906250 Penalty: 3448.553467
	Iteration 13F: 3 clusters Score -114834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 19290 members 
Mstep: Class 3 contains 12756 members 
Mstep: Class 4 contains 283978 members 
Mstep: Class 5 contains 4508 members 
Mstep: Class 6 contains 45156 members 
Mstep: Class 7 contains 43244 members 
Mstep: Class 8 contains 9605 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 16359 members 
Mstep: Class 11 contains 30846 members 
Mstep: Class 12 contains 19524 members 
Mstep: Class 13 contains 52651 members 
Mstep: Class 14 contains 105126 members 
Mstep: Class 15 contains 38042 members 
Mstep: Class 16 contains 104154 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8984 members 
Mstep: Class 19 contains 53900 members 
Mstep: Class 20 contains 11733 members 
Mstep: Class 21 contains 44684 members 
Mstep: Class 22 contains 14746 members 
Mstep: Class 23 contains 75913 members 
Mstep: Class 24 contains 3505 members 
Mstep: Class 25 contains 9394 members 
Mstep: Class 26 contains 79328 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 5826 members 
Mstep: Class 29 contains 154214 members 
Mstep: Class 30 contains 4041 members 
Mstep: Class 31 contains 609 members 
Entering Unmasked Estep 
Score: -157735776.000000 Penalty: 108024.484375
Splitting cluster 27 changes total score from -157732496.000000 to -157735776.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 28 (5826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Entering Unmasked Estep 
Score: -710995.500000 Penalty: 2150.181396
	Iteration 0F: 2 clusters Score -710995.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -705978.062500 Penalty: 4300.362793
	Iteration 0F: 3 clusters Score -705978.1 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -707264.000000 Penalty: 4300.362793
	Iteration 1F: 3 clusters Score -707264 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -707516.000000 Penalty: 4300.362793
	Iteration 2F: 3 clusters Score -707516 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -707686.375000 Penalty: 4300.362793
	Iteration 3F: 3 clusters Score -707686.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -707851.812500 Penalty: 4300.362793
	Iteration 4Q: 3 clusters Score -707851.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -707965.687500 Penalty: 4300.362793
	Iteration 5Q: 3 clusters Score -707965.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -708046.562500 Penalty: 4300.362793
	Iteration 6Q: 3 clusters Score -708046.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -708118.562500 Penalty: 4300.362793
	Iteration 7Q: 3 clusters Score -708118.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -708187.875000 Penalty: 4300.362793
	Iteration 8Q: 3 clusters Score -708187.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -708262.562500 Penalty: 4300.362793
	Iteration 9Q: 3 clusters Score -708262.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -708345.687500 Penalty: 4300.362793
	Iteration 10Q: 3 clusters Score -708345.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -708408.062500 Penalty: 4300.362793
	Iteration 11Q: 3 clusters Score -708408.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -708464.625000 Penalty: 4300.362793
	Iteration 12Q: 3 clusters Score -708464.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -708507.000000 Penalty: 4300.362793
	Iteration 13Q: 3 clusters Score -708507 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -708560.375000 Penalty: 4300.362793
	Iteration 14Q: 3 clusters Score -708560.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -708612.312500 Penalty: 4300.362793
	Iteration 15Q: 3 clusters Score -708612.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -708667.750000 Penalty: 4300.362793
	Iteration 16Q: 3 clusters Score -708667.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -708729.625000 Penalty: 4300.362793
	Iteration 17Q: 3 clusters Score -708729.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -708787.187500 Penalty: 4300.362793
	Iteration 18Q: 3 clusters Score -708787.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -708835.562500 Penalty: 4300.362793
	Iteration 19Q: 3 clusters Score -708835.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -708876.187500 Penalty: 4300.362793
	Iteration 20F: 3 clusters Score -708876.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -708913.375000 Penalty: 4300.362793
	Iteration 21Q: 3 clusters Score -708913.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -708958.937500 Penalty: 4300.362793
	Iteration 22Q: 3 clusters Score -708958.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -709001.562500 Penalty: 4300.362793
	Iteration 23Q: 3 clusters Score -709001.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -709042.625000 Penalty: 4300.362793
	Iteration 24Q: 3 clusters Score -709042.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -709077.750000 Penalty: 4300.362793
	Iteration 25Q: 3 clusters Score -709077.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -709098.437500 Penalty: 4300.362793
	Iteration 26Q: 3 clusters Score -709098.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -709113.625000 Penalty: 4300.362793
	Iteration 27Q: 3 clusters Score -709113.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -709123.500000 Penalty: 4300.362793
	Iteration 28Q: 3 clusters Score -709123.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -709129.000000 Penalty: 4300.362793
	Iteration 29Q: 3 clusters Score -709129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -709140.937500 Penalty: 4300.362793
	Iteration 30Q: 3 clusters Score -709140.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -709143.437500 Penalty: 4300.362793
	Iteration 31Q: 3 clusters Score -709143.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -709149.937500 Penalty: 4300.362793
	Iteration 32Q: 3 clusters Score -709149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -709154.437500 Penalty: 4300.362793
	Iteration 33Q: 3 clusters Score -709154.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -709161.562500 Penalty: 4300.362793
	Iteration 34Q: 3 clusters Score -709161.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -709166.625000 Penalty: 4300.362793
	Iteration 35Q: 3 clusters Score -709166.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -709170.125000 Penalty: 4300.362793
	Iteration 36Q: 3 clusters Score -709170.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -709173.187500 Penalty: 4300.362793
	Iteration 37Q: 3 clusters Score -709173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -709175.375000 Penalty: 4300.362793
	Iteration 38Q: 3 clusters Score -709175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -709177.437500 Penalty: 4300.362793
	Iteration 39Q: 3 clusters Score -709177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -709181.312500 Penalty: 4300.362793
	Iteration 40F: 3 clusters Score -709181.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -709182.187500 Penalty: 4300.362793
	Iteration 41Q: 3 clusters Score -709182.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -709186.312500 Penalty: 4300.362793
	Iteration 42Q: 3 clusters Score -709186.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -709188.000000 Penalty: 4300.362793
	Iteration 43Q: 3 clusters Score -709188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -709187.687500 Penalty: 4300.362793
	Iteration 44Q: 3 clusters Score -709187.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -709189.437500 Penalty: 4300.362793
	Iteration 45Q: 3 clusters Score -709189.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -709192.000000 Penalty: 4300.362793
	Iteration 46Q: 3 clusters Score -709192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -709194.687500 Penalty: 4300.362793
	Iteration 47Q: 3 clusters Score -709194.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -709199.562500 Penalty: 4300.362793
	Iteration 48Q: 3 clusters Score -709199.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -709205.187500 Penalty: 4300.362793
	Iteration 49Q: 3 clusters Score -709205.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -709210.250000 Penalty: 4300.362793
	Iteration 50Q: 3 clusters Score -709210.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -709214.062500 Penalty: 4300.362793
	Iteration 51Q: 3 clusters Score -709214.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -709216.562500 Penalty: 4300.362793
	Iteration 52Q: 3 clusters Score -709216.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -709219.625000 Penalty: 4300.362793
	Iteration 53Q: 3 clusters Score -709219.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -709224.562500 Penalty: 4300.362793
	Iteration 54Q: 3 clusters Score -709224.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -709228.312500 Penalty: 4300.362793
	Iteration 55Q: 3 clusters Score -709228.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -709232.500000 Penalty: 4300.362793
	Iteration 56Q: 3 clusters Score -709232.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -709234.000000 Penalty: 4300.362793
	Iteration 57Q: 3 clusters Score -709234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -709237.125000 Penalty: 4300.362793
	Iteration 58Q: 3 clusters Score -709237.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -709240.625000 Penalty: 4300.362793
	Iteration 59Q: 3 clusters Score -709240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -709242.750000 Penalty: 4300.362793
	Iteration 60F: 3 clusters Score -709242.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -709245.250000 Penalty: 4300.362793
	Iteration 61Q: 3 clusters Score -709245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -709247.000000 Penalty: 4300.362793
	Iteration 62Q: 3 clusters Score -709247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -709250.812500 Penalty: 4300.362793
	Iteration 63Q: 3 clusters Score -709250.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -709254.187500 Penalty: 4300.362793
	Iteration 64Q: 3 clusters Score -709254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -709261.312500 Penalty: 4300.362793
	Iteration 65Q: 3 clusters Score -709261.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -709264.375000 Penalty: 4300.362793
	Iteration 66Q: 3 clusters Score -709264.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -709268.625000 Penalty: 4300.362793
	Iteration 67Q: 3 clusters Score -709268.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -709273.250000 Penalty: 4300.362793
	Iteration 68Q: 3 clusters Score -709273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -709276.500000 Penalty: 4300.362793
	Iteration 69Q: 3 clusters Score -709276.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -709278.125000 Penalty: 4300.362793
	Iteration 70Q: 3 clusters Score -709278.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -709279.812500 Penalty: 4300.362793
	Iteration 71Q: 3 clusters Score -709279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -709283.000000 Penalty: 4300.362793
	Iteration 72Q: 3 clusters Score -709283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -709286.000000 Penalty: 4300.362793
	Iteration 73Q: 3 clusters Score -709286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -709286.000000 Penalty: 4300.362793
	Iteration 74F: 3 clusters Score -709286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (154214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154214 members 
Entering Unmasked Estep 
Score: -19994212.000000 Penalty: 2962.631836
	Iteration 0F: 2 clusters Score -1.999421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76908 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -19892790.000000 Penalty: 5925.263672
	Iteration 0F: 3 clusters Score -1.989279e+07 nChanged 73709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -19936132.000000 Penalty: 5925.263672
	Iteration 1F: 3 clusters Score -1.993613e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -19937406.000000 Penalty: 5925.263672
	Iteration 2Q: 3 clusters Score -1.993741e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -19939632.000000 Penalty: 5925.263672
	Iteration 3Q: 3 clusters Score -1.993963e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -19942864.000000 Penalty: 5925.263672
	Iteration 4Q: 3 clusters Score -1.994286e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 96137 members 
Entering Unmasked Estep 
Score: -19948628.000000 Penalty: 5925.263672
	Iteration 5F: 3 clusters Score -1.994863e+07 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 105699 members 
Entering Unmasked Estep 
Score: -19957606.000000 Penalty: 5925.263672
	Iteration 6F: 3 clusters Score -1.995761e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 116250 members 
Entering Unmasked Estep 
Score: -19969176.000000 Penalty: 5925.263672
	Iteration 7F: 3 clusters Score -1.996918e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -19979284.000000 Penalty: 5925.263672
	Iteration 8F: 3 clusters Score -1.997928e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 130756 members 
Entering Unmasked Estep 
Score: -19985112.000000 Penalty: 5925.263672
	Iteration 9Q: 3 clusters Score -1.998511e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 134231 members 
Entering Unmasked Estep 
Score: -19987682.000000 Penalty: 5925.263672
	Iteration 10Q: 3 clusters Score -1.998768e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 136844 members 
Entering Unmasked Estep 
Score: -19988824.000000 Penalty: 5925.263672
	Iteration 11Q: 3 clusters Score -1.998882e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 138961 members 
Entering Unmasked Estep 
Score: -19989590.000000 Penalty: 5925.263672
	Iteration 12Q: 3 clusters Score -1.998959e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 140885 members 
Entering Unmasked Estep 
Score: -19990314.000000 Penalty: 5925.263672
	Iteration 13Q: 3 clusters Score -1.999031e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 142588 members 
Entering Unmasked Estep 
Score: -19990898.000000 Penalty: 5925.263672
	Iteration 14Q: 3 clusters Score -1.99909e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 144053 members 
Entering Unmasked Estep 
Score: -19991320.000000 Penalty: 5925.263672
	Iteration 15Q: 3 clusters Score -1.999132e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 145313 members 
Entering Unmasked Estep 
Score: -19991682.000000 Penalty: 5925.263672
	Iteration 16Q: 3 clusters Score -1.999168e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 146409 members 
Entering Unmasked Estep 
Score: -19991796.000000 Penalty: 5925.263672
	Iteration 17Q: 3 clusters Score -1.99918e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 147383 members 
Entering Unmasked Estep 
Score: -19992080.000000 Penalty: 5925.263672
	Iteration 18Q: 3 clusters Score -1.999208e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 148230 members 
Entering Unmasked Estep 
Score: -19992216.000000 Penalty: 5925.263672
	Iteration 19Q: 3 clusters Score -1.999222e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 148964 members 
Entering Unmasked Estep 
Score: -19992398.000000 Penalty: 5925.263672
	Iteration 20F: 3 clusters Score -1.99924e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 149567 members 
Entering Unmasked Estep 
Score: -19992412.000000 Penalty: 5925.263672
	Iteration 21Q: 3 clusters Score -1.999241e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 150053 members 
Entering Unmasked Estep 
Score: -19992398.000000 Penalty: 5925.263672
	Iteration 22Q: 3 clusters Score -1.99924e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 150459 members 
Entering Unmasked Estep 
Score: -19992374.000000 Penalty: 5925.263672
	Iteration 23Q: 3 clusters Score -1.999237e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 150807 members 
Entering Unmasked Estep 
Score: -19992392.000000 Penalty: 5925.263672
	Iteration 24Q: 3 clusters Score -1.999239e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 151103 members 
Entering Unmasked Estep 
Score: -19992380.000000 Penalty: 5925.263672
	Iteration 25Q: 3 clusters Score -1.999238e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 151339 members 
Entering Unmasked Estep 
Score: -19992430.000000 Penalty: 5925.263672
	Iteration 26Q: 3 clusters Score -1.999243e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 151534 members 
Entering Unmasked Estep 
Score: -19992428.000000 Penalty: 5925.263672
	Iteration 27Q: 3 clusters Score -1.999243e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 151701 members 
Entering Unmasked Estep 
Score: -19992428.000000 Penalty: 5925.263672
	Iteration 28Q: 3 clusters Score -1.999243e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 151842 members 
Entering Unmasked Estep 
Score: -19992368.000000 Penalty: 5925.263672
	Iteration 29Q: 3 clusters Score -1.999237e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 151970 members 
Entering Unmasked Estep 
Score: -19992412.000000 Penalty: 5925.263672
	Iteration 30Q: 3 clusters Score -1.999241e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 152095 members 
Entering Unmasked Estep 
Score: -19992436.000000 Penalty: 5925.263672
	Iteration 31Q: 3 clusters Score -1.999244e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 152202 members 
Entering Unmasked Estep 
Score: -19992402.000000 Penalty: 5925.263672
	Iteration 32Q: 3 clusters Score -1.99924e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 152286 members 
Entering Unmasked Estep 
Score: -19992422.000000 Penalty: 5925.263672
	Iteration 33Q: 3 clusters Score -1.999242e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 152352 members 
Entering Unmasked Estep 
Score: -19992436.000000 Penalty: 5925.263672
	Iteration 34Q: 3 clusters Score -1.999244e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 152405 members 
Entering Unmasked Estep 
Score: -19992434.000000 Penalty: 5925.263672
	Iteration 35Q: 3 clusters Score -1.999243e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 152448 members 
Entering Unmasked Estep 
Score: -19992458.000000 Penalty: 5925.263672
	Iteration 36Q: 3 clusters Score -1.999246e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 152490 members 
Entering Unmasked Estep 
Score: -19992482.000000 Penalty: 5925.263672
	Iteration 37Q: 3 clusters Score -1.999248e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 152524 members 
Entering Unmasked Estep 
Score: -19992496.000000 Penalty: 5925.263672
	Iteration 38Q: 3 clusters Score -1.99925e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 152549 members 
Entering Unmasked Estep 
Score: -19992492.000000 Penalty: 5925.263672
	Iteration 39Q: 3 clusters Score -1.999249e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 152577 members 
Entering Unmasked Estep 
Score: -19992492.000000 Penalty: 5925.263672
	Iteration 40F: 3 clusters Score -1.999249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 152590 members 
Entering Unmasked Estep 
Score: -19992496.000000 Penalty: 5925.263672
	Iteration 41Q: 3 clusters Score -1.99925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 152605 members 
Entering Unmasked Estep 
Score: -19992502.000000 Penalty: 5925.263672
	Iteration 42Q: 3 clusters Score -1.99925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 152624 members 
Entering Unmasked Estep 
Score: -19992480.000000 Penalty: 5925.263672
	Iteration 43Q: 3 clusters Score -1.999248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 152643 members 
Entering Unmasked Estep 
Score: -19992470.000000 Penalty: 5925.263672
	Iteration 44Q: 3 clusters Score -1.999247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 152659 members 
Entering Unmasked Estep 
Score: -19992466.000000 Penalty: 5925.263672
	Iteration 45Q: 3 clusters Score -1.999247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 152672 members 
Entering Unmasked Estep 
Score: -19992456.000000 Penalty: 5925.263672
	Iteration 46Q: 3 clusters Score -1.999246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 152683 members 
Entering Unmasked Estep 
Score: -19992450.000000 Penalty: 5925.263672
	Iteration 47Q: 3 clusters Score -1.999245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 152687 members 
Entering Unmasked Estep 
Score: -19992446.000000 Penalty: 5925.263672
	Iteration 48Q: 3 clusters Score -1.999245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 152688 members 
Entering Unmasked Estep 
Score: -19992440.000000 Penalty: 5925.263672
	Iteration 49Q: 3 clusters Score -1.999244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 152691 members 
Entering Unmasked Estep 
Score: -19992448.000000 Penalty: 5925.263672
	Iteration 50Q: 3 clusters Score -1.999245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 152690 members 
Entering Unmasked Estep 
Score: -19992450.000000 Penalty: 5925.263672
	Iteration 51Q: 3 clusters Score -1.999245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 152692 members 
Entering Unmasked Estep 
Score: -19992454.000000 Penalty: 5925.263672
	Iteration 52Q: 3 clusters Score -1.999245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 152694 members 
Entering Unmasked Estep 
Score: -19992450.000000 Penalty: 5925.263672
	Iteration 53Q: 3 clusters Score -1.999245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 152696 members 
Entering Unmasked Estep 
Score: -19992446.000000 Penalty: 5925.263672
	Iteration 54Q: 3 clusters Score -1.999245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 152696 members 
Entering Unmasked Estep 
Score: -19992446.000000 Penalty: 5925.263672
	Iteration 55F: 3 clusters Score -1.999245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 19290 members 
Mstep: Class 3 contains 12756 members 
Mstep: Class 4 contains 283978 members 
Mstep: Class 5 contains 4508 members 
Mstep: Class 6 contains 45156 members 
Mstep: Class 7 contains 43244 members 
Mstep: Class 8 contains 9605 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 16359 members 
Mstep: Class 11 contains 30846 members 
Mstep: Class 12 contains 19524 members 
Mstep: Class 13 contains 52651 members 
Mstep: Class 14 contains 105126 members 
Mstep: Class 15 contains 38042 members 
Mstep: Class 16 contains 104154 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8984 members 
Mstep: Class 19 contains 53900 members 
Mstep: Class 20 contains 11733 members 
Mstep: Class 21 contains 44684 members 
Mstep: Class 22 contains 14746 members 
Mstep: Class 23 contains 75913 members 
Mstep: Class 24 contains 3505 members 
Mstep: Class 25 contains 9394 members 
Mstep: Class 26 contains 79328 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 5826 members 
Mstep: Class 29 contains 154214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737680.000000 Penalty: 108024.484375
Iteration 79Q: 32 clusters Score -1.577377e+08 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 19296 members 
Mstep: Class 3 contains 12860 members 
Mstep: Class 4 contains 283869 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 44969 members 
Mstep: Class 7 contains 43240 members 
Mstep: Class 8 contains 9665 members 
Mstep: Class 9 contains 5840 members 
Mstep: Class 10 contains 16292 members 
Mstep: Class 11 contains 30833 members 
Mstep: Class 12 contains 19423 members 
Mstep: Class 13 contains 52657 members 
Mstep: Class 14 contains 105127 members 
Mstep: Class 15 contains 38085 members 
Mstep: Class 16 contains 104231 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 8984 members 
Mstep: Class 19 contains 53781 members 
Mstep: Class 20 contains 11753 members 
Mstep: Class 21 contains 44752 members 
Mstep: Class 22 contains 14683 members 
Mstep: Class 23 contains 75627 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 9425 members 
Mstep: Class 26 contains 79280 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 154142 members 
Mstep: Class 30 contains 3598 members 
Mstep: Class 31 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157739680.000000 Penalty: 108024.484375
Iteration 80F: 32 clusters Score -1.577397e+08 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 19296 members 
Mstep: Class 3 contains 12860 members 
Mstep: Class 4 contains 283813 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 44805 members 
Mstep: Class 7 contains 43227 members 
Mstep: Class 8 contains 9672 members 
Mstep: Class 9 contains 5830 members 
Mstep: Class 10 contains 16241 members 
Mstep: Class 11 contains 30813 members 
Mstep: Class 12 contains 19256 members 
Mstep: Class 13 contains 52682 members 
Mstep: Class 14 contains 104929 members 
Mstep: Class 15 contains 38141 members 
Mstep: Class 16 contains 104192 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 8984 members 
Mstep: Class 19 contains 53705 members 
Mstep: Class 20 contains 11771 members 
Mstep: Class 21 contains 44822 members 
Mstep: Class 22 contains 14618 members 
Mstep: Class 23 contains 75379 members 
Mstep: Class 24 contains 3531 members 
Mstep: Class 25 contains 9420 members 
Mstep: Class 26 contains 79223 members 
Mstep: Class 27 contains 744 members 
Mstep: Class 28 contains 5833 members 
Mstep: Class 29 contains 154086 members 
Mstep: Class 30 contains 3914 members 
Mstep: Class 31 contains 619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740608.000000 Penalty: 108024.484375
Iteration 81Q: 32 clusters Score -1.577406e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 19298 members 
Mstep: Class 3 contains 12883 members 
Mstep: Class 4 contains 283772 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 44693 members 
Mstep: Class 7 contains 43208 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 5818 members 
Mstep: Class 10 contains 16212 members 
Mstep: Class 11 contains 30792 members 
Mstep: Class 12 contains 19058 members 
Mstep: Class 13 contains 52704 members 
Mstep: Class 14 contains 104806 members 
Mstep: Class 15 contains 38221 members 
Mstep: Class 16 contains 104209 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 8985 members 
Mstep: Class 19 contains 53679 members 
Mstep: Class 20 contains 11782 members 
Mstep: Class 21 contains 44904 members 
Mstep: Class 22 contains 14596 members 
Mstep: Class 23 contains 75175 members 
Mstep: Class 24 contains 3550 members 
Mstep: Class 25 contains 9426 members 
Mstep: Class 26 contains 79164 members 
Mstep: Class 27 contains 773 members 
Mstep: Class 28 contains 5829 members 
Mstep: Class 29 contains 154062 members 
Mstep: Class 30 contains 4083 members 
Mstep: Class 31 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740560.000000 Penalty: 108024.484375
Iteration 82Q: 32 clusters Score -1.577406e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 19300 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 283750 members 
Mstep: Class 5 contains 6655 members 
Mstep: Class 6 contains 44619 members 
Mstep: Class 7 contains 43194 members 
Mstep: Class 8 contains 9706 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 16195 members 
Mstep: Class 11 contains 30772 members 
Mstep: Class 12 contains 18872 members 
Mstep: Class 13 contains 52724 members 
Mstep: Class 14 contains 104726 members 
Mstep: Class 15 contains 38311 members 
Mstep: Class 16 contains 104254 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 8989 members 
Mstep: Class 19 contains 53657 members 
Mstep: Class 20 contains 11797 members 
Mstep: Class 21 contains 44996 members 
Mstep: Class 22 contains 14569 members 
Mstep: Class 23 contains 75009 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 9430 members 
Mstep: Class 26 contains 79109 members 
Mstep: Class 27 contains 779 members 
Mstep: Class 28 contains 5826 members 
Mstep: Class 29 contains 154017 members 
Mstep: Class 30 contains 4190 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740576.000000 Penalty: 108024.484375
Iteration 83Q: 32 clusters Score -1.577406e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 19307 members 
Mstep: Class 3 contains 12950 members 
Mstep: Class 4 contains 283755 members 
Mstep: Class 5 contains 6847 members 
Mstep: Class 6 contains 44559 members 
Mstep: Class 7 contains 43179 members 
Mstep: Class 8 contains 9717 members 
Mstep: Class 9 contains 5806 members 
Mstep: Class 10 contains 16187 members 
Mstep: Class 11 contains 30754 members 
Mstep: Class 12 contains 18740 members 
Mstep: Class 13 contains 52734 members 
Mstep: Class 14 contains 104685 members 
Mstep: Class 15 contains 38390 members 
Mstep: Class 16 contains 104302 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 8994 members 
Mstep: Class 19 contains 53650 members 
Mstep: Class 20 contains 11809 members 
Mstep: Class 21 contains 45074 members 
Mstep: Class 22 contains 14511 members 
Mstep: Class 23 contains 74897 members 
Mstep: Class 24 contains 3574 members 
Mstep: Class 25 contains 9430 members 
Mstep: Class 26 contains 79059 members 
Mstep: Class 27 contains 783 members 
Mstep: Class 28 contains 5820 members 
Mstep: Class 29 contains 153962 members 
Mstep: Class 30 contains 4250 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740736.000000 Penalty: 108024.484375
Iteration 84Q: 32 clusters Score -1.577407e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 12983 members 
Mstep: Class 4 contains 283742 members 
Mstep: Class 5 contains 6979 members 
Mstep: Class 6 contains 44512 members 
Mstep: Class 7 contains 43167 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 5800 members 
Mstep: Class 10 contains 16183 members 
Mstep: Class 11 contains 30743 members 
Mstep: Class 12 contains 18644 members 
Mstep: Class 13 contains 52754 members 
Mstep: Class 14 contains 104656 members 
Mstep: Class 15 contains 38461 members 
Mstep: Class 16 contains 104356 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 8988 members 
Mstep: Class 19 contains 53641 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 45152 members 
Mstep: Class 22 contains 14475 members 
Mstep: Class 23 contains 74803 members 
Mstep: Class 24 contains 3583 members 
Mstep: Class 25 contains 9430 members 
Mstep: Class 26 contains 78995 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5819 members 
Mstep: Class 29 contains 153924 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740976.000000 Penalty: 108024.484375
Iteration 85Q: 32 clusters Score -1.57741e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 19303 members 
Mstep: Class 3 contains 13028 members 
Mstep: Class 4 contains 283722 members 
Mstep: Class 5 contains 7088 members 
Mstep: Class 6 contains 44463 members 
Mstep: Class 7 contains 43153 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 16184 members 
Mstep: Class 11 contains 30733 members 
Mstep: Class 12 contains 18552 members 
Mstep: Class 13 contains 52776 members 
Mstep: Class 14 contains 104630 members 
Mstep: Class 15 contains 38525 members 
Mstep: Class 16 contains 104404 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 8994 members 
Mstep: Class 19 contains 53635 members 
Mstep: Class 20 contains 11846 members 
Mstep: Class 21 contains 45212 members 
Mstep: Class 22 contains 14442 members 
Mstep: Class 23 contains 74730 members 
Mstep: Class 24 contains 3596 members 
Mstep: Class 25 contains 9430 members 
Mstep: Class 26 contains 78938 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5816 members 
Mstep: Class 29 contains 153891 members 
Mstep: Class 30 contains 4332 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740736.000000 Penalty: 108024.484375
Iteration 86Q: 32 clusters Score -1.577407e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 13064 members 
Mstep: Class 4 contains 283738 members 
Mstep: Class 5 contains 7169 members 
Mstep: Class 6 contains 44420 members 
Mstep: Class 7 contains 43138 members 
Mstep: Class 8 contains 9717 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 16178 members 
Mstep: Class 11 contains 30728 members 
Mstep: Class 12 contains 18459 members 
Mstep: Class 13 contains 52780 members 
Mstep: Class 14 contains 104604 members 
Mstep: Class 15 contains 38565 members 
Mstep: Class 16 contains 104452 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 53638 members 
Mstep: Class 20 contains 11865 members 
Mstep: Class 21 contains 45271 members 
Mstep: Class 22 contains 14431 members 
Mstep: Class 23 contains 74666 members 
Mstep: Class 24 contains 3609 members 
Mstep: Class 25 contains 9440 members 
Mstep: Class 26 contains 78887 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5816 members 
Mstep: Class 29 contains 153841 members 
Mstep: Class 30 contains 4362 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740784.000000 Penalty: 108024.484375
Iteration 87Q: 32 clusters Score -1.577408e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 13100 members 
Mstep: Class 4 contains 283725 members 
Mstep: Class 5 contains 7229 members 
Mstep: Class 6 contains 44385 members 
Mstep: Class 7 contains 43132 members 
Mstep: Class 8 contains 9713 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 16178 members 
Mstep: Class 11 contains 30726 members 
Mstep: Class 12 contains 18363 members 
Mstep: Class 13 contains 52781 members 
Mstep: Class 14 contains 104594 members 
Mstep: Class 15 contains 38614 members 
Mstep: Class 16 contains 104503 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9001 members 
Mstep: Class 19 contains 53644 members 
Mstep: Class 20 contains 11888 members 
Mstep: Class 21 contains 45317 members 
Mstep: Class 22 contains 14424 members 
Mstep: Class 23 contains 74626 members 
Mstep: Class 24 contains 3621 members 
Mstep: Class 25 contains 9444 members 
Mstep: Class 26 contains 78844 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5816 members 
Mstep: Class 29 contains 153802 members 
Mstep: Class 30 contains 4363 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740800.000000 Penalty: 108024.484375
Iteration 88Q: 32 clusters Score -1.577408e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 13140 members 
Mstep: Class 4 contains 283722 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 44356 members 
Mstep: Class 7 contains 43125 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 30721 members 
Mstep: Class 12 contains 18288 members 
Mstep: Class 13 contains 52786 members 
Mstep: Class 14 contains 104585 members 
Mstep: Class 15 contains 38642 members 
Mstep: Class 16 contains 104552 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9005 members 
Mstep: Class 19 contains 53649 members 
Mstep: Class 20 contains 11907 members 
Mstep: Class 21 contains 45351 members 
Mstep: Class 22 contains 14401 members 
Mstep: Class 23 contains 74593 members 
Mstep: Class 24 contains 3631 members 
Mstep: Class 25 contains 9445 members 
Mstep: Class 26 contains 78809 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5816 members 
Mstep: Class 29 contains 153778 members 
Mstep: Class 30 contains 4363 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740784.000000 Penalty: 108024.484375
Iteration 89Q: 32 clusters Score -1.577408e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 19316 members 
Mstep: Class 3 contains 13175 members 
Mstep: Class 4 contains 283735 members 
Mstep: Class 5 contains 7327 members 
Mstep: Class 6 contains 44324 members 
Mstep: Class 7 contains 43112 members 
Mstep: Class 8 contains 9717 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 16177 members 
Mstep: Class 11 contains 30719 members 
Mstep: Class 12 contains 18220 members 
Mstep: Class 13 contains 52785 members 
Mstep: Class 14 contains 104571 members 
Mstep: Class 15 contains 38678 members 
Mstep: Class 16 contains 104579 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9009 members 
Mstep: Class 19 contains 53652 members 
Mstep: Class 20 contains 11927 members 
Mstep: Class 21 contains 45372 members 
Mstep: Class 22 contains 14391 members 
Mstep: Class 23 contains 74561 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78788 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5816 members 
Mstep: Class 29 contains 153743 members 
Mstep: Class 30 contains 4372 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740656.000000 Penalty: 108024.484375
Iteration 90Q: 32 clusters Score -1.577407e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 19318 members 
Mstep: Class 3 contains 13216 members 
Mstep: Class 4 contains 283737 members 
Mstep: Class 5 contains 7374 members 
Mstep: Class 6 contains 44294 members 
Mstep: Class 7 contains 43097 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 16176 members 
Mstep: Class 11 contains 30715 members 
Mstep: Class 12 contains 18144 members 
Mstep: Class 13 contains 52788 members 
Mstep: Class 14 contains 104557 members 
Mstep: Class 15 contains 38717 members 
Mstep: Class 16 contains 104619 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 53660 members 
Mstep: Class 20 contains 11948 members 
Mstep: Class 21 contains 45390 members 
Mstep: Class 22 contains 14377 members 
Mstep: Class 23 contains 74520 members 
Mstep: Class 24 contains 3645 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 78764 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5815 members 
Mstep: Class 29 contains 153719 members 
Mstep: Class 30 contains 4378 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740720.000000 Penalty: 108024.484375
Iteration 91Q: 32 clusters Score -1.577407e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 19321 members 
Mstep: Class 3 contains 13241 members 
Mstep: Class 4 contains 283734 members 
Mstep: Class 5 contains 7406 members 
Mstep: Class 6 contains 44275 members 
Mstep: Class 7 contains 43088 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 16173 members 
Mstep: Class 11 contains 30713 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 52791 members 
Mstep: Class 14 contains 104551 members 
Mstep: Class 15 contains 38763 members 
Mstep: Class 16 contains 104654 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9021 members 
Mstep: Class 19 contains 53669 members 
Mstep: Class 20 contains 11960 members 
Mstep: Class 21 contains 45409 members 
Mstep: Class 22 contains 14371 members 
Mstep: Class 23 contains 74481 members 
Mstep: Class 24 contains 3653 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 78736 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5816 members 
Mstep: Class 29 contains 153703 members 
Mstep: Class 30 contains 4382 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740736.000000 Penalty: 108024.484375
Iteration 92Q: 32 clusters Score -1.577407e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 19319 members 
Mstep: Class 3 contains 13282 members 
Mstep: Class 4 contains 283730 members 
Mstep: Class 5 contains 7423 members 
Mstep: Class 6 contains 44270 members 
Mstep: Class 7 contains 43077 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 16170 members 
Mstep: Class 11 contains 30712 members 
Mstep: Class 12 contains 17969 members 
Mstep: Class 13 contains 52798 members 
Mstep: Class 14 contains 104548 members 
Mstep: Class 15 contains 38815 members 
Mstep: Class 16 contains 104689 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9022 members 
Mstep: Class 19 contains 53676 members 
Mstep: Class 20 contains 11964 members 
Mstep: Class 21 contains 45433 members 
Mstep: Class 22 contains 14369 members 
Mstep: Class 23 contains 74450 members 
Mstep: Class 24 contains 3657 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 78717 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5817 members 
Mstep: Class 29 contains 153697 members 
Mstep: Class 30 contains 4383 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740688.000000 Penalty: 108024.484375
Iteration 93Q: 32 clusters Score -1.577407e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 19320 members 
Mstep: Class 3 contains 13330 members 
Mstep: Class 4 contains 283737 members 
Mstep: Class 5 contains 7436 members 
Mstep: Class 6 contains 44266 members 
Mstep: Class 7 contains 43069 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 16171 members 
Mstep: Class 11 contains 30711 members 
Mstep: Class 12 contains 17865 members 
Mstep: Class 13 contains 52801 members 
Mstep: Class 14 contains 104545 members 
Mstep: Class 15 contains 38857 members 
Mstep: Class 16 contains 104722 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 53679 members 
Mstep: Class 20 contains 11968 members 
Mstep: Class 21 contains 45451 members 
Mstep: Class 22 contains 14372 members 
Mstep: Class 23 contains 74421 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 78699 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5817 members 
Mstep: Class 29 contains 153685 members 
Mstep: Class 30 contains 4380 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740688.000000 Penalty: 108024.484375
Iteration 94Q: 32 clusters Score -1.577407e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 19320 members 
Mstep: Class 3 contains 13390 members 
Mstep: Class 4 contains 283736 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 6 contains 44252 members 
Mstep: Class 7 contains 43060 members 
Mstep: Class 8 contains 9713 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 16170 members 
Mstep: Class 11 contains 30707 members 
Mstep: Class 12 contains 17757 members 
Mstep: Class 13 contains 52808 members 
Mstep: Class 14 contains 104535 members 
Mstep: Class 15 contains 38892 members 
Mstep: Class 16 contains 104754 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 53690 members 
Mstep: Class 20 contains 11970 members 
Mstep: Class 21 contains 45460 members 
Mstep: Class 22 contains 14368 members 
Mstep: Class 23 contains 74385 members 
Mstep: Class 24 contains 3663 members 
Mstep: Class 25 contains 9467 members 
Mstep: Class 26 contains 78692 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5817 members 
Mstep: Class 29 contains 153685 members 
Mstep: Class 30 contains 4383 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740784.000000 Penalty: 108024.484375
Iteration 95Q: 32 clusters Score -1.577408e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 19322 members 
Mstep: Class 3 contains 13438 members 
Mstep: Class 4 contains 283744 members 
Mstep: Class 5 contains 7485 members 
Mstep: Class 6 contains 44239 members 
Mstep: Class 7 contains 43049 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 16168 members 
Mstep: Class 11 contains 30701 members 
Mstep: Class 12 contains 17657 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 104526 members 
Mstep: Class 15 contains 38920 members 
Mstep: Class 16 contains 104789 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9029 members 
Mstep: Class 19 contains 53695 members 
Mstep: Class 20 contains 11973 members 
Mstep: Class 21 contains 45475 members 
Mstep: Class 22 contains 14356 members 
Mstep: Class 23 contains 74367 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 9466 members 
Mstep: Class 26 contains 78684 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5815 members 
Mstep: Class 29 contains 153675 members 
Mstep: Class 30 contains 4388 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740864.000000 Penalty: 108024.484375
Iteration 96Q: 32 clusters Score -1.577409e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 19317 members 
Mstep: Class 3 contains 13488 members 
Mstep: Class 4 contains 283760 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 44228 members 
Mstep: Class 7 contains 43049 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16168 members 
Mstep: Class 11 contains 30694 members 
Mstep: Class 12 contains 17545 members 
Mstep: Class 13 contains 52816 members 
Mstep: Class 14 contains 104515 members 
Mstep: Class 15 contains 38950 members 
Mstep: Class 16 contains 104830 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 53701 members 
Mstep: Class 20 contains 11972 members 
Mstep: Class 21 contains 45480 members 
Mstep: Class 22 contains 14358 members 
Mstep: Class 23 contains 74344 members 
Mstep: Class 24 contains 3669 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 78665 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5815 members 
Mstep: Class 29 contains 153667 members 
Mstep: Class 30 contains 4394 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740816.000000 Penalty: 108024.484375
Iteration 97Q: 32 clusters Score -1.577408e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 19322 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 283767 members 
Mstep: Class 5 contains 7523 members 
Mstep: Class 6 contains 44218 members 
Mstep: Class 7 contains 43052 members 
Mstep: Class 8 contains 9720 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16168 members 
Mstep: Class 11 contains 30690 members 
Mstep: Class 12 contains 17448 members 
Mstep: Class 13 contains 52819 members 
Mstep: Class 14 contains 104506 members 
Mstep: Class 15 contains 38959 members 
Mstep: Class 16 contains 104873 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 53707 members 
Mstep: Class 20 contains 11972 members 
Mstep: Class 21 contains 45489 members 
Mstep: Class 22 contains 14355 members 
Mstep: Class 23 contains 74326 members 
Mstep: Class 24 contains 3671 members 
Mstep: Class 25 contains 9479 members 
Mstep: Class 26 contains 78656 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5813 members 
Mstep: Class 29 contains 153651 members 
Mstep: Class 30 contains 4395 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740736.000000 Penalty: 108024.484375
Iteration 98Q: 32 clusters Score -1.577407e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 19318 members 
Mstep: Class 3 contains 13565 members 
Mstep: Class 4 contains 283795 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 44204 members 
Mstep: Class 7 contains 43056 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16168 members 
Mstep: Class 11 contains 30686 members 
Mstep: Class 12 contains 17359 members 
Mstep: Class 13 contains 52822 members 
Mstep: Class 14 contains 104502 members 
Mstep: Class 15 contains 38981 members 
Mstep: Class 16 contains 104918 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 19 contains 53711 members 
Mstep: Class 20 contains 11971 members 
Mstep: Class 21 contains 45503 members 
Mstep: Class 22 contains 14351 members 
Mstep: Class 23 contains 74306 members 
Mstep: Class 24 contains 3673 members 
Mstep: Class 25 contains 9485 members 
Mstep: Class 26 contains 78643 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5813 members 
Mstep: Class 29 contains 153620 members 
Mstep: Class 30 contains 4398 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740800.000000 Penalty: 108024.484375
Iteration 99Q: 32 clusters Score -1.577408e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 19320 members 
Mstep: Class 3 contains 13595 members 
Mstep: Class 4 contains 283811 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 44194 members 
Mstep: Class 7 contains 43066 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16167 members 
Mstep: Class 11 contains 30677 members 
Mstep: Class 12 contains 17297 members 
Mstep: Class 13 contains 52830 members 
Mstep: Class 14 contains 104497 members 
Mstep: Class 15 contains 39005 members 
Mstep: Class 16 contains 104950 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 53712 members 
Mstep: Class 20 contains 11973 members 
Mstep: Class 21 contains 45504 members 
Mstep: Class 22 contains 14343 members 
Mstep: Class 23 contains 74285 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 9485 members 
Mstep: Class 26 contains 78626 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 153601 members 
Mstep: Class 30 contains 4401 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740944.000000 Penalty: 108024.484375
Iteration 100F: 32 clusters Score -1.577409e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 19321 members 
Mstep: Class 3 contains 13635 members 
Mstep: Class 4 contains 283828 members 
Mstep: Class 5 contains 7581 members 
Mstep: Class 6 contains 44181 members 
Mstep: Class 7 contains 43071 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16167 members 
Mstep: Class 11 contains 30673 members 
Mstep: Class 12 contains 17221 members 
Mstep: Class 13 contains 52834 members 
Mstep: Class 14 contains 104496 members 
Mstep: Class 15 contains 39027 members 
Mstep: Class 16 contains 104986 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 53716 members 
Mstep: Class 20 contains 11977 members 
Mstep: Class 21 contains 45514 members 
Mstep: Class 22 contains 14342 members 
Mstep: Class 23 contains 74270 members 
Mstep: Class 24 contains 3674 members 
Mstep: Class 25 contains 9486 members 
Mstep: Class 26 contains 78607 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5810 members 
Mstep: Class 29 contains 153575 members 
Mstep: Class 30 contains 4404 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740976.000000 Penalty: 108024.484375
Iteration 101Q: 32 clusters Score -1.57741e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 19323 members 
Mstep: Class 3 contains 13673 members 
Mstep: Class 4 contains 283854 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 44172 members 
Mstep: Class 7 contains 43067 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16168 members 
Mstep: Class 11 contains 30670 members 
Mstep: Class 12 contains 17146 members 
Mstep: Class 13 contains 52841 members 
Mstep: Class 14 contains 104499 members 
Mstep: Class 15 contains 39045 members 
Mstep: Class 16 contains 105027 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 53717 members 
Mstep: Class 20 contains 11975 members 
Mstep: Class 21 contains 45525 members 
Mstep: Class 22 contains 14336 members 
Mstep: Class 23 contains 74257 members 
Mstep: Class 24 contains 3674 members 
Mstep: Class 25 contains 9487 members 
Mstep: Class 26 contains 78594 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5809 members 
Mstep: Class 29 contains 153547 members 
Mstep: Class 30 contains 4400 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157740944.000000 Penalty: 108024.484375
Iteration 102Q: 32 clusters Score -1.577409e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 19327 members 
Mstep: Class 3 contains 13719 members 
Mstep: Class 4 contains 283894 members 
Mstep: Class 5 contains 7599 members 
Mstep: Class 6 contains 44162 members 
Mstep: Class 7 contains 43070 members 
Mstep: Class 8 contains 9720 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16164 members 
Mstep: Class 11 contains 30661 members 
Mstep: Class 12 contains 17050 members 
Mstep: Class 13 contains 52847 members 
Mstep: Class 14 contains 104501 members 
Mstep: Class 15 contains 39074 members 
Mstep: Class 16 contains 105066 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 53720 members 
Mstep: Class 20 contains 11976 members 
Mstep: Class 21 contains 45535 members 
Mstep: Class 22 contains 14339 members 
Mstep: Class 23 contains 74239 members 
Mstep: Class 24 contains 3674 members 
Mstep: Class 25 contains 9491 members 
Mstep: Class 26 contains 78575 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5808 members 
Mstep: Class 29 contains 153509 members 
Mstep: Class 30 contains 4400 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741152.000000 Penalty: 108024.484375
Iteration 103Q: 32 clusters Score -1.577412e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 19330 members 
Mstep: Class 3 contains 13771 members 
Mstep: Class 4 contains 283911 members 
Mstep: Class 5 contains 7609 members 
Mstep: Class 6 contains 44153 members 
Mstep: Class 7 contains 43070 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16163 members 
Mstep: Class 11 contains 30654 members 
Mstep: Class 12 contains 16958 members 
Mstep: Class 13 contains 52855 members 
Mstep: Class 14 contains 104497 members 
Mstep: Class 15 contains 39094 members 
Mstep: Class 16 contains 105106 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9035 members 
Mstep: Class 19 contains 53724 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 45537 members 
Mstep: Class 22 contains 14343 members 
Mstep: Class 23 contains 74220 members 
Mstep: Class 24 contains 3674 members 
Mstep: Class 25 contains 9494 members 
Mstep: Class 26 contains 78557 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5806 members 
Mstep: Class 29 contains 153491 members 
Mstep: Class 30 contains 4402 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741152.000000 Penalty: 108024.484375
Iteration 104Q: 32 clusters Score -1.577412e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 19330 members 
Mstep: Class 3 contains 13840 members 
Mstep: Class 4 contains 283927 members 
Mstep: Class 5 contains 7616 members 
Mstep: Class 6 contains 44143 members 
Mstep: Class 7 contains 43062 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16165 members 
Mstep: Class 11 contains 30650 members 
Mstep: Class 12 contains 16878 members 
Mstep: Class 13 contains 52861 members 
Mstep: Class 14 contains 104492 members 
Mstep: Class 15 contains 39106 members 
Mstep: Class 16 contains 105128 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 53725 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 45545 members 
Mstep: Class 22 contains 14354 members 
Mstep: Class 23 contains 74204 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9496 members 
Mstep: Class 26 contains 78545 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5799 members 
Mstep: Class 29 contains 153477 members 
Mstep: Class 30 contains 4407 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 32 clusters Score -1.577413e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 19328 members 
Mstep: Class 3 contains 13903 members 
Mstep: Class 4 contains 283942 members 
Mstep: Class 5 contains 7618 members 
Mstep: Class 6 contains 44137 members 
Mstep: Class 7 contains 43055 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 16166 members 
Mstep: Class 11 contains 30649 members 
Mstep: Class 12 contains 16804 members 
Mstep: Class 13 contains 52869 members 
Mstep: Class 14 contains 104485 members 
Mstep: Class 15 contains 39131 members 
Mstep: Class 16 contains 105159 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9040 members 
Mstep: Class 19 contains 53726 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 45550 members 
Mstep: Class 22 contains 14361 members 
Mstep: Class 23 contains 74191 members 
Mstep: Class 24 contains 3676 members 
Mstep: Class 25 contains 9494 members 
Mstep: Class 26 contains 78523 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5795 members 
Mstep: Class 29 contains 153463 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741472.000000 Penalty: 108024.484375
Iteration 106Q: 32 clusters Score -1.577415e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 19325 members 
Mstep: Class 3 contains 13966 members 
Mstep: Class 4 contains 283951 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 6 contains 44131 members 
Mstep: Class 7 contains 43055 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16166 members 
Mstep: Class 11 contains 30651 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 52873 members 
Mstep: Class 14 contains 104482 members 
Mstep: Class 15 contains 39153 members 
Mstep: Class 16 contains 105196 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 53727 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 45554 members 
Mstep: Class 22 contains 14368 members 
Mstep: Class 23 contains 74178 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9493 members 
Mstep: Class 26 contains 78508 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5794 members 
Mstep: Class 29 contains 153447 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 32 clusters Score -1.577416e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 19318 members 
Mstep: Class 3 contains 14033 members 
Mstep: Class 4 contains 283965 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 6 contains 44128 members 
Mstep: Class 7 contains 43058 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16166 members 
Mstep: Class 11 contains 30644 members 
Mstep: Class 12 contains 16630 members 
Mstep: Class 13 contains 52870 members 
Mstep: Class 14 contains 104477 members 
Mstep: Class 15 contains 39179 members 
Mstep: Class 16 contains 105243 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 53729 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 45558 members 
Mstep: Class 22 contains 14382 members 
Mstep: Class 23 contains 74166 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9495 members 
Mstep: Class 26 contains 78499 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5792 members 
Mstep: Class 29 contains 153434 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741664.000000 Penalty: 108024.484375
Iteration 108Q: 32 clusters Score -1.577417e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 19319 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 283976 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 6 contains 44122 members 
Mstep: Class 7 contains 43058 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16166 members 
Mstep: Class 11 contains 30631 members 
Mstep: Class 12 contains 16518 members 
Mstep: Class 13 contains 52868 members 
Mstep: Class 14 contains 104469 members 
Mstep: Class 15 contains 39191 members 
Mstep: Class 16 contains 105289 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 53728 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 45562 members 
Mstep: Class 22 contains 14398 members 
Mstep: Class 23 contains 74162 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9498 members 
Mstep: Class 26 contains 78495 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 153426 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741776.000000 Penalty: 108024.484375
Iteration 109Q: 32 clusters Score -1.577418e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 19321 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 283980 members 
Mstep: Class 5 contains 7628 members 
Mstep: Class 6 contains 44122 members 
Mstep: Class 7 contains 43061 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16165 members 
Mstep: Class 11 contains 30620 members 
Mstep: Class 12 contains 16399 members 
Mstep: Class 13 contains 52866 members 
Mstep: Class 14 contains 104466 members 
Mstep: Class 15 contains 39205 members 
Mstep: Class 16 contains 105328 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9035 members 
Mstep: Class 19 contains 53726 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 45561 members 
Mstep: Class 22 contains 14421 members 
Mstep: Class 23 contains 74160 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9490 members 
Mstep: Class 26 contains 78481 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5779 members 
Mstep: Class 29 contains 153419 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741792.000000 Penalty: 108024.484375
Iteration 110Q: 32 clusters Score -1.577418e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 19324 members 
Mstep: Class 3 contains 14380 members 
Mstep: Class 4 contains 283986 members 
Mstep: Class 5 contains 7632 members 
Mstep: Class 6 contains 44120 members 
Mstep: Class 7 contains 43058 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16165 members 
Mstep: Class 11 contains 30607 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 52872 members 
Mstep: Class 14 contains 104464 members 
Mstep: Class 15 contains 39207 members 
Mstep: Class 16 contains 105362 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9043 members 
Mstep: Class 19 contains 53727 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 45563 members 
Mstep: Class 22 contains 14435 members 
Mstep: Class 23 contains 74150 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9480 members 
Mstep: Class 26 contains 78475 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5769 members 
Mstep: Class 29 contains 153411 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742000.000000 Penalty: 108024.484375
Iteration 111Q: 32 clusters Score -1.57742e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 19324 members 
Mstep: Class 3 contains 14514 members 
Mstep: Class 4 contains 283991 members 
Mstep: Class 5 contains 7631 members 
Mstep: Class 6 contains 44117 members 
Mstep: Class 7 contains 43056 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16163 members 
Mstep: Class 11 contains 30600 members 
Mstep: Class 12 contains 16176 members 
Mstep: Class 13 contains 52875 members 
Mstep: Class 14 contains 104465 members 
Mstep: Class 15 contains 39213 members 
Mstep: Class 16 contains 105396 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9052 members 
Mstep: Class 19 contains 53728 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 45562 members 
Mstep: Class 22 contains 14472 members 
Mstep: Class 23 contains 74137 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9475 members 
Mstep: Class 26 contains 78465 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5753 members 
Mstep: Class 29 contains 153402 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157741920.000000 Penalty: 108024.484375
Iteration 112Q: 32 clusters Score -1.577419e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 19323 members 
Mstep: Class 3 contains 14640 members 
Mstep: Class 4 contains 284003 members 
Mstep: Class 5 contains 7632 members 
Mstep: Class 6 contains 44114 members 
Mstep: Class 7 contains 43048 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 16163 members 
Mstep: Class 11 contains 30591 members 
Mstep: Class 12 contains 16030 members 
Mstep: Class 13 contains 52878 members 
Mstep: Class 14 contains 104472 members 
Mstep: Class 15 contains 39225 members 
Mstep: Class 16 contains 105455 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 53730 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 45561 members 
Mstep: Class 22 contains 14507 members 
Mstep: Class 23 contains 74121 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 78455 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5744 members 
Mstep: Class 29 contains 153396 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742128.000000 Penalty: 108024.484375
Iteration 113Q: 32 clusters Score -1.577421e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19322 members 
Mstep: Class 3 contains 14750 members 
Mstep: Class 4 contains 284004 members 
Mstep: Class 5 contains 7634 members 
Mstep: Class 6 contains 44112 members 
Mstep: Class 7 contains 43039 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 16166 members 
Mstep: Class 11 contains 30576 members 
Mstep: Class 12 contains 15898 members 
Mstep: Class 13 contains 52885 members 
Mstep: Class 14 contains 104461 members 
Mstep: Class 15 contains 39245 members 
Mstep: Class 16 contains 105491 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 53732 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 45576 members 
Mstep: Class 22 contains 14535 members 
Mstep: Class 23 contains 74102 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9466 members 
Mstep: Class 26 contains 78441 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5744 members 
Mstep: Class 29 contains 153389 members 
Mstep: Class 30 contains 4415 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742352.000000 Penalty: 108024.484375
Iteration 114Q: 32 clusters Score -1.577424e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 19322 members 
Mstep: Class 3 contains 14871 members 
Mstep: Class 4 contains 284010 members 
Mstep: Class 5 contains 7642 members 
Mstep: Class 6 contains 44108 members 
Mstep: Class 7 contains 43036 members 
Mstep: Class 8 contains 9738 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 16163 members 
Mstep: Class 11 contains 30565 members 
Mstep: Class 12 contains 15757 members 
Mstep: Class 13 contains 52892 members 
Mstep: Class 14 contains 104459 members 
Mstep: Class 15 contains 39267 members 
Mstep: Class 16 contains 105527 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 53734 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 45574 members 
Mstep: Class 22 contains 14565 members 
Mstep: Class 23 contains 74086 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9464 members 
Mstep: Class 26 contains 78422 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5742 members 
Mstep: Class 29 contains 153371 members 
Mstep: Class 30 contains 4417 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742656.000000 Penalty: 108024.484375
Iteration 115Q: 32 clusters Score -1.577427e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 19323 members 
Mstep: Class 3 contains 14959 members 
Mstep: Class 4 contains 284028 members 
Mstep: Class 5 contains 7646 members 
Mstep: Class 6 contains 44105 members 
Mstep: Class 7 contains 43032 members 
Mstep: Class 8 contains 9749 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 10 contains 16163 members 
Mstep: Class 11 contains 30554 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 52898 members 
Mstep: Class 14 contains 104458 members 
Mstep: Class 15 contains 39283 members 
Mstep: Class 16 contains 105572 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 53737 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 45573 members 
Mstep: Class 22 contains 14585 members 
Mstep: Class 23 contains 74067 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 78404 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5743 members 
Mstep: Class 29 contains 153358 members 
Mstep: Class 30 contains 4421 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742816.000000 Penalty: 108024.484375
Iteration 116Q: 32 clusters Score -1.577428e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 19318 members 
Mstep: Class 3 contains 15058 members 
Mstep: Class 4 contains 284031 members 
Mstep: Class 5 contains 7647 members 
Mstep: Class 6 contains 44104 members 
Mstep: Class 7 contains 43044 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 16163 members 
Mstep: Class 11 contains 30549 members 
Mstep: Class 12 contains 15502 members 
Mstep: Class 13 contains 52907 members 
Mstep: Class 14 contains 104452 members 
Mstep: Class 15 contains 39300 members 
Mstep: Class 16 contains 105619 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9026 members 
Mstep: Class 19 contains 53739 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 45570 members 
Mstep: Class 22 contains 14604 members 
Mstep: Class 23 contains 74048 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 78385 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5741 members 
Mstep: Class 29 contains 153353 members 
Mstep: Class 30 contains 4422 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742640.000000 Penalty: 108024.484375
Iteration 117Q: 32 clusters Score -1.577426e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 15161 members 
Mstep: Class 4 contains 284030 members 
Mstep: Class 5 contains 7654 members 
Mstep: Class 6 contains 44101 members 
Mstep: Class 7 contains 43064 members 
Mstep: Class 8 contains 9754 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30537 members 
Mstep: Class 12 contains 15332 members 
Mstep: Class 13 contains 52920 members 
Mstep: Class 14 contains 104447 members 
Mstep: Class 15 contains 39321 members 
Mstep: Class 16 contains 105674 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 53742 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 21 contains 45567 members 
Mstep: Class 22 contains 14631 members 
Mstep: Class 23 contains 74030 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 78372 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5742 members 
Mstep: Class 29 contains 153340 members 
Mstep: Class 30 contains 4431 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742832.000000 Penalty: 108024.484375
Iteration 118Q: 32 clusters Score -1.577428e+08 nChanged 503
Entering ConstructFrom: 
Score: -157742832.000000 Penalty: 108024.484375
Entering ConstructFrom: 
Trying to split cluster 1 (4545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Entering Unmasked Estep 
Score: -502159.500000 Penalty: 2088.602295
	Iteration 0F: 2 clusters Score -502159.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -498026.781250 Penalty: 4177.204590
	Iteration 0F: 3 clusters Score -498026.8 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -499275.718750 Penalty: 4177.204590
	Iteration 1F: 3 clusters Score -499275.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -499831.625000 Penalty: 4177.204590
	Iteration 2F: 3 clusters Score -499831.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -500296.812500 Penalty: 4177.204590
	Iteration 3F: 3 clusters Score -500296.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -500685.687500 Penalty: 4177.204590
	Iteration 4F: 3 clusters Score -500685.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -500985.812500 Penalty: 4177.204590
	Iteration 5F: 3 clusters Score -500985.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -501172.937500 Penalty: 4177.204590
	Iteration 6Q: 3 clusters Score -501172.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -501300.343750 Penalty: 4177.204590
	Iteration 7Q: 3 clusters Score -501300.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -501423.468750 Penalty: 4177.204590
	Iteration 8Q: 3 clusters Score -501423.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -501533.125000 Penalty: 4177.204590
	Iteration 9Q: 3 clusters Score -501533.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -501650.750000 Penalty: 4177.204590
	Iteration 10Q: 3 clusters Score -501650.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -501755.937500 Penalty: 4177.204590
	Iteration 11Q: 3 clusters Score -501755.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -501880.343750 Penalty: 4177.204590
	Iteration 12Q: 3 clusters Score -501880.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -501974.218750 Penalty: 4177.204590
	Iteration 13Q: 3 clusters Score -501974.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -502019.437500 Penalty: 4177.204590
	Iteration 14Q: 3 clusters Score -502019.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -502052.656250 Penalty: 4177.204590
	Iteration 15Q: 3 clusters Score -502052.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -502072.406250 Penalty: 4177.204590
	Iteration 16Q: 3 clusters Score -502072.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -502079.093750 Penalty: 4177.204590
	Iteration 17Q: 3 clusters Score -502079.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -502081.312500 Penalty: 4177.204590
	Iteration 18Q: 3 clusters Score -502081.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -502083.468750 Penalty: 4177.204590
	Iteration 19Q: 3 clusters Score -502083.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -502108.093750 Penalty: 4177.204590
	Iteration 20F: 3 clusters Score -502108.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -502163.375000 Penalty: 4177.204590
	Iteration 21Q: 3 clusters Score -502163.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -502178.093750 Penalty: 4177.204590
	Iteration 22Q: 3 clusters Score -502178.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -502185.750000 Penalty: 4177.204590
	Iteration 23Q: 3 clusters Score -502185.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -502188.343750 Penalty: 4177.204590
	Iteration 24Q: 3 clusters Score -502188.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -502190.562500 Penalty: 4177.204590
	Iteration 25Q: 3 clusters Score -502190.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -502192.500000 Penalty: 4177.204590
	Iteration 26Q: 3 clusters Score -502192.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -502191.781250 Penalty: 4177.204590
	Iteration 27Q: 3 clusters Score -502191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -502192.406250 Penalty: 4177.204590
	Iteration 28Q: 3 clusters Score -502192.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -502194.281250 Penalty: 4177.204590
	Iteration 29Q: 3 clusters Score -502194.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -502195.250000 Penalty: 4177.204590
	Iteration 30Q: 3 clusters Score -502195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -502194.593750 Penalty: 4177.204590
	Iteration 31Q: 3 clusters Score -502194.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -502194.593750 Penalty: 4177.204590
	Iteration 32F: 3 clusters Score -502194.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 15256 members 
Mstep: Class 4 contains 284031 members 
Mstep: Class 5 contains 7660 members 
Mstep: Class 6 contains 44097 members 
Mstep: Class 7 contains 43074 members 
Mstep: Class 8 contains 9758 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 30521 members 
Mstep: Class 12 contains 15212 members 
Mstep: Class 13 contains 52923 members 
Mstep: Class 14 contains 104448 members 
Mstep: Class 15 contains 39334 members 
Mstep: Class 16 contains 105732 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9021 members 
Mstep: Class 19 contains 53748 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 21 contains 45571 members 
Mstep: Class 22 contains 14651 members 
Mstep: Class 23 contains 74011 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9446 members 
Mstep: Class 26 contains 78351 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5739 members 
Mstep: Class 29 contains 153327 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 1490 members 
Entering Unmasked Estep 
Score: -157740896.000000 Penalty: 111509.140625
Splitting cluster 1 changes total score from -157742832.000000 to -157740896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (19310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Entering Unmasked Estep 
Score: -2469639.250000 Penalty: 2447.357910
	Iteration 0F: 2 clusters Score -2469639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2455974.750000 Penalty: 4894.715820
	Iteration 0F: 3 clusters Score -2455975 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2460503.000000 Penalty: 4894.715820
	Iteration 1F: 3 clusters Score -2460503 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2460901.250000 Penalty: 4894.715820
	Iteration 2F: 3 clusters Score -2460901 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2461256.250000 Penalty: 4894.715820
	Iteration 3Q: 3 clusters Score -2461256 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2461671.500000 Penalty: 4894.715820
	Iteration 4Q: 3 clusters Score -2461672 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2462170.250000 Penalty: 4894.715820
	Iteration 5Q: 3 clusters Score -2462170 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2462835.250000 Penalty: 4894.715820
	Iteration 6F: 3 clusters Score -2462835 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2463637.000000 Penalty: 4894.715820
	Iteration 7F: 3 clusters Score -2463637 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2464356.000000 Penalty: 4894.715820
	Iteration 8F: 3 clusters Score -2464356 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2464904.500000 Penalty: 4894.715820
	Iteration 9F: 3 clusters Score -2464904 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2465246.250000 Penalty: 4894.715820
	Iteration 10Q: 3 clusters Score -2465246 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2465480.750000 Penalty: 4894.715820
	Iteration 11Q: 3 clusters Score -2465481 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2465635.000000 Penalty: 4894.715820
	Iteration 12Q: 3 clusters Score -2465635 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2465747.000000 Penalty: 4894.715820
	Iteration 13Q: 3 clusters Score -2465747 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2465808.500000 Penalty: 4894.715820
	Iteration 14Q: 3 clusters Score -2465808 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2465861.500000 Penalty: 4894.715820
	Iteration 15Q: 3 clusters Score -2465862 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2465903.000000 Penalty: 4894.715820
	Iteration 16Q: 3 clusters Score -2465903 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2465927.000000 Penalty: 4894.715820
	Iteration 17Q: 3 clusters Score -2465927 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2465963.500000 Penalty: 4894.715820
	Iteration 18Q: 3 clusters Score -2465964 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2466015.000000 Penalty: 4894.715820
	Iteration 19Q: 3 clusters Score -2466015 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2466081.750000 Penalty: 4894.715820
	Iteration 20F: 3 clusters Score -2466082 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2466174.750000 Penalty: 4894.715820
	Iteration 21Q: 3 clusters Score -2466175 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2466322.000000 Penalty: 4894.715820
	Iteration 22Q: 3 clusters Score -2466322 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2466506.500000 Penalty: 4894.715820
	Iteration 23Q: 3 clusters Score -2466506 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2466766.000000 Penalty: 4894.715820
	Iteration 24Q: 3 clusters Score -2466766 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2467025.000000 Penalty: 4894.715820
	Iteration 25Q: 3 clusters Score -2467025 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2467218.000000 Penalty: 4894.715820
	Iteration 26Q: 3 clusters Score -2467218 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2467366.250000 Penalty: 4894.715820
	Iteration 27Q: 3 clusters Score -2467366 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2467471.250000 Penalty: 4894.715820
	Iteration 28Q: 3 clusters Score -2467471 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2467543.750000 Penalty: 4894.715820
	Iteration 29Q: 3 clusters Score -2467544 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2467601.000000 Penalty: 4894.715820
	Iteration 30Q: 3 clusters Score -2467601 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2467626.750000 Penalty: 4894.715820
	Iteration 31Q: 3 clusters Score -2467627 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2467635.500000 Penalty: 4894.715820
	Iteration 32Q: 3 clusters Score -2467636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2467658.000000 Penalty: 4894.715820
	Iteration 33Q: 3 clusters Score -2467658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2467672.750000 Penalty: 4894.715820
	Iteration 34Q: 3 clusters Score -2467673 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2467674.500000 Penalty: 4894.715820
	Iteration 35Q: 3 clusters Score -2467674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2467687.000000 Penalty: 4894.715820
	Iteration 36Q: 3 clusters Score -2467687 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2467711.500000 Penalty: 4894.715820
	Iteration 37Q: 3 clusters Score -2467712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2467718.750000 Penalty: 4894.715820
	Iteration 38Q: 3 clusters Score -2467719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2467729.000000 Penalty: 4894.715820
	Iteration 39Q: 3 clusters Score -2467729 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2467739.000000 Penalty: 4894.715820
	Iteration 40F: 3 clusters Score -2467739 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2467748.000000 Penalty: 4894.715820
	Iteration 41Q: 3 clusters Score -2467748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2467757.000000 Penalty: 4894.715820
	Iteration 42Q: 3 clusters Score -2467757 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2467759.750000 Penalty: 4894.715820
	Iteration 43Q: 3 clusters Score -2467760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2467768.000000 Penalty: 4894.715820
	Iteration 44Q: 3 clusters Score -2467768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2467776.000000 Penalty: 4894.715820
	Iteration 45Q: 3 clusters Score -2467776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2467778.500000 Penalty: 4894.715820
	Iteration 46Q: 3 clusters Score -2467778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2467786.000000 Penalty: 4894.715820
	Iteration 47Q: 3 clusters Score -2467786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2467787.250000 Penalty: 4894.715820
	Iteration 48Q: 3 clusters Score -2467787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2467783.000000 Penalty: 4894.715820
	Iteration 49Q: 3 clusters Score -2467783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2467795.750000 Penalty: 4894.715820
	Iteration 50Q: 3 clusters Score -2467796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2467799.250000 Penalty: 4894.715820
	Iteration 51Q: 3 clusters Score -2467799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2467807.250000 Penalty: 4894.715820
	Iteration 52Q: 3 clusters Score -2467807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2467808.250000 Penalty: 4894.715820
	Iteration 53Q: 3 clusters Score -2467808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2467804.500000 Penalty: 4894.715820
	Iteration 54Q: 3 clusters Score -2467804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2467801.500000 Penalty: 4894.715820
	Iteration 55Q: 3 clusters Score -2467802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2467801.750000 Penalty: 4894.715820
	Iteration 56Q: 3 clusters Score -2467802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2467809.250000 Penalty: 4894.715820
	Iteration 57Q: 3 clusters Score -2467809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2467807.500000 Penalty: 4894.715820
	Iteration 58Q: 3 clusters Score -2467808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2467812.000000 Penalty: 4894.715820
	Iteration 59Q: 3 clusters Score -2467812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2467811.250000 Penalty: 4894.715820
	Iteration 60F: 3 clusters Score -2467811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2467815.750000 Penalty: 4894.715820
	Iteration 61Q: 3 clusters Score -2467816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2467820.500000 Penalty: 4894.715820
	Iteration 62Q: 3 clusters Score -2467820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2467822.250000 Penalty: 4894.715820
	Iteration 63Q: 3 clusters Score -2467822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2467822.500000 Penalty: 4894.715820
	Iteration 64Q: 3 clusters Score -2467822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2467820.750000 Penalty: 4894.715820
	Iteration 65Q: 3 clusters Score -2467821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2467820.500000 Penalty: 4894.715820
	Iteration 66Q: 3 clusters Score -2467820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2467826.000000 Penalty: 4894.715820
	Iteration 67Q: 3 clusters Score -2467826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2467828.750000 Penalty: 4894.715820
	Iteration 68Q: 3 clusters Score -2467829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2467828.250000 Penalty: 4894.715820
	Iteration 69Q: 3 clusters Score -2467828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2467831.750000 Penalty: 4894.715820
	Iteration 70Q: 3 clusters Score -2467832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2467836.250000 Penalty: 4894.715820
	Iteration 71Q: 3 clusters Score -2467836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2467836.750000 Penalty: 4894.715820
	Iteration 72Q: 3 clusters Score -2467837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2467841.750000 Penalty: 4894.715820
	Iteration 73Q: 3 clusters Score -2467842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2467839.250000 Penalty: 4894.715820
	Iteration 74Q: 3 clusters Score -2467839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2467839.500000 Penalty: 4894.715820
	Iteration 75Q: 3 clusters Score -2467840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2467842.000000 Penalty: 4894.715820
	Iteration 76Q: 3 clusters Score -2467842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2467841.000000 Penalty: 4894.715820
	Iteration 77Q: 3 clusters Score -2467841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2467845.500000 Penalty: 4894.715820
	Iteration 78Q: 3 clusters Score -2467846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2467852.250000 Penalty: 4894.715820
	Iteration 79Q: 3 clusters Score -2467852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2467849.250000 Penalty: 4894.715820
	Iteration 80F: 3 clusters Score -2467849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2467855.500000 Penalty: 4894.715820
	Iteration 81Q: 3 clusters Score -2467856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2467859.250000 Penalty: 4894.715820
	Iteration 82Q: 3 clusters Score -2467859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2467858.250000 Penalty: 4894.715820
	Iteration 83Q: 3 clusters Score -2467858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2467869.000000 Penalty: 4894.715820
	Iteration 84Q: 3 clusters Score -2467869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2467863.000000 Penalty: 4894.715820
	Iteration 85Q: 3 clusters Score -2467863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2467866.250000 Penalty: 4894.715820
	Iteration 86Q: 3 clusters Score -2467866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2467867.250000 Penalty: 4894.715820
	Iteration 87Q: 3 clusters Score -2467867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2467872.000000 Penalty: 4894.715820
	Iteration 88Q: 3 clusters Score -2467872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2467874.750000 Penalty: 4894.715820
	Iteration 89Q: 3 clusters Score -2467875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2467874.250000 Penalty: 4894.715820
	Iteration 90Q: 3 clusters Score -2467874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2467875.500000 Penalty: 4894.715820
	Iteration 91Q: 3 clusters Score -2467876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2467883.000000 Penalty: 4894.715820
	Iteration 92Q: 3 clusters Score -2467883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2467881.000000 Penalty: 4894.715820
	Iteration 93Q: 3 clusters Score -2467881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2467882.750000 Penalty: 4894.715820
	Iteration 94Q: 3 clusters Score -2467883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2467887.000000 Penalty: 4894.715820
	Iteration 95Q: 3 clusters Score -2467887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2467888.750000 Penalty: 4894.715820
	Iteration 96Q: 3 clusters Score -2467889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2467889.000000 Penalty: 4894.715820
	Iteration 97Q: 3 clusters Score -2467889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2467886.250000 Penalty: 4894.715820
	Iteration 98Q: 3 clusters Score -2467886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2467889.000000 Penalty: 4894.715820
	Iteration 99Q: 3 clusters Score -2467889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2467891.000000 Penalty: 4894.715820
	Iteration 100F: 3 clusters Score -2467891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2467890.000000 Penalty: 4894.715820
	Iteration 101Q: 3 clusters Score -2467890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2467890.750000 Penalty: 4894.715820
	Iteration 102Q: 3 clusters Score -2467891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2467886.750000 Penalty: 4894.715820
	Iteration 103Q: 3 clusters Score -2467887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2467890.500000 Penalty: 4894.715820
	Iteration 104Q: 3 clusters Score -2467890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2467885.750000 Penalty: 4894.715820
	Iteration 105Q: 3 clusters Score -2467886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2467890.750000 Penalty: 4894.715820
	Iteration 106Q: 3 clusters Score -2467891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2467894.750000 Penalty: 4894.715820
	Iteration 107Q: 3 clusters Score -2467895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2467897.750000 Penalty: 4894.715820
	Iteration 108Q: 3 clusters Score -2467898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2467898.250000 Penalty: 4894.715820
	Iteration 109Q: 3 clusters Score -2467898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2467902.250000 Penalty: 4894.715820
	Iteration 110Q: 3 clusters Score -2467902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2467901.750000 Penalty: 4894.715820
	Iteration 111Q: 3 clusters Score -2467902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2467900.500000 Penalty: 4894.715820
	Iteration 112Q: 3 clusters Score -2467900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2467907.500000 Penalty: 4894.715820
	Iteration 113Q: 3 clusters Score -2467908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2467907.750000 Penalty: 4894.715820
	Iteration 114Q: 3 clusters Score -2467908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2467909.750000 Penalty: 4894.715820
	Iteration 115Q: 3 clusters Score -2467910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2467907.250000 Penalty: 4894.715820
	Iteration 116Q: 3 clusters Score -2467907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2467905.750000 Penalty: 4894.715820
	Iteration 117Q: 3 clusters Score -2467906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2467907.000000 Penalty: 4894.715820
	Iteration 118Q: 3 clusters Score -2467907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2467909.250000 Penalty: 4894.715820
	Iteration 119Q: 3 clusters Score -2467909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2467909.250000 Penalty: 4894.715820
	Iteration 120F: 3 clusters Score -2467909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Entering Unmasked Estep 
Score: -1735413.750000 Penalty: 2388.916748
	Iteration 0F: 2 clusters Score -1735414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1724447.250000 Penalty: 4777.833496
	Iteration 0F: 3 clusters Score -1724447 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1728145.750000 Penalty: 4777.833496
	Iteration 1F: 3 clusters Score -1728146 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1728849.125000 Penalty: 4777.833496
	Iteration 2F: 3 clusters Score -1728849 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1729641.875000 Penalty: 4777.833496
	Iteration 3F: 3 clusters Score -1729642 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1730417.375000 Penalty: 4777.833496
	Iteration 4F: 3 clusters Score -1730417 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1731120.375000 Penalty: 4777.833496
	Iteration 5F: 3 clusters Score -1731120 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1731729.875000 Penalty: 4777.833496
	Iteration 6F: 3 clusters Score -1731730 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1732157.250000 Penalty: 4777.833496
	Iteration 7Q: 3 clusters Score -1732157 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1732445.750000 Penalty: 4777.833496
	Iteration 8Q: 3 clusters Score -1732446 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1732687.375000 Penalty: 4777.833496
	Iteration 9Q: 3 clusters Score -1732687 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1732903.375000 Penalty: 4777.833496
	Iteration 10Q: 3 clusters Score -1732903 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1733054.625000 Penalty: 4777.833496
	Iteration 11Q: 3 clusters Score -1733055 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1733206.625000 Penalty: 4777.833496
	Iteration 12Q: 3 clusters Score -1733207 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1733335.500000 Penalty: 4777.833496
	Iteration 13Q: 3 clusters Score -1733336 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1733446.625000 Penalty: 4777.833496
	Iteration 14Q: 3 clusters Score -1733447 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1733542.375000 Penalty: 4777.833496
	Iteration 15Q: 3 clusters Score -1733542 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1733626.250000 Penalty: 4777.833496
	Iteration 16Q: 3 clusters Score -1733626 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1733687.125000 Penalty: 4777.833496
	Iteration 17Q: 3 clusters Score -1733687 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1733749.750000 Penalty: 4777.833496
	Iteration 18Q: 3 clusters Score -1733750 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1733795.750000 Penalty: 4777.833496
	Iteration 19Q: 3 clusters Score -1733796 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1733842.500000 Penalty: 4777.833496
	Iteration 20F: 3 clusters Score -1733842 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1733872.250000 Penalty: 4777.833496
	Iteration 21Q: 3 clusters Score -1733872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1733893.375000 Penalty: 4777.833496
	Iteration 22Q: 3 clusters Score -1733893 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1733906.250000 Penalty: 4777.833496
	Iteration 23Q: 3 clusters Score -1733906 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1733920.250000 Penalty: 4777.833496
	Iteration 24Q: 3 clusters Score -1733920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1733934.000000 Penalty: 4777.833496
	Iteration 25Q: 3 clusters Score -1733934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1733941.875000 Penalty: 4777.833496
	Iteration 26Q: 3 clusters Score -1733942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1733946.250000 Penalty: 4777.833496
	Iteration 27Q: 3 clusters Score -1733946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1733955.750000 Penalty: 4777.833496
	Iteration 28Q: 3 clusters Score -1733956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1733963.500000 Penalty: 4777.833496
	Iteration 29Q: 3 clusters Score -1733964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1733968.375000 Penalty: 4777.833496
	Iteration 30Q: 3 clusters Score -1733968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1733978.625000 Penalty: 4777.833496
	Iteration 31Q: 3 clusters Score -1733979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1733986.125000 Penalty: 4777.833496
	Iteration 32Q: 3 clusters Score -1733986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1733996.500000 Penalty: 4777.833496
	Iteration 33Q: 3 clusters Score -1733996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1734001.125000 Penalty: 4777.833496
	Iteration 34Q: 3 clusters Score -1734001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1734003.000000 Penalty: 4777.833496
	Iteration 35Q: 3 clusters Score -1734003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1734005.750000 Penalty: 4777.833496
	Iteration 36Q: 3 clusters Score -1734006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1734008.000000 Penalty: 4777.833496
	Iteration 37Q: 3 clusters Score -1734008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1734009.500000 Penalty: 4777.833496
	Iteration 38Q: 3 clusters Score -1734010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1734017.250000 Penalty: 4777.833496
	Iteration 39Q: 3 clusters Score -1734017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1734019.125000 Penalty: 4777.833496
	Iteration 40F: 3 clusters Score -1734019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1734023.875000 Penalty: 4777.833496
	Iteration 41Q: 3 clusters Score -1734024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1734026.875000 Penalty: 4777.833496
	Iteration 42Q: 3 clusters Score -1734027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1734032.375000 Penalty: 4777.833496
	Iteration 43Q: 3 clusters Score -1734032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1734030.000000 Penalty: 4777.833496
	Iteration 44Q: 3 clusters Score -1734030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1734028.750000 Penalty: 4777.833496
	Iteration 45Q: 3 clusters Score -1734029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1734030.875000 Penalty: 4777.833496
	Iteration 46Q: 3 clusters Score -1734031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1734036.875000 Penalty: 4777.833496
	Iteration 47Q: 3 clusters Score -1734037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1734039.875000 Penalty: 4777.833496
	Iteration 48Q: 3 clusters Score -1734040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1734044.250000 Penalty: 4777.833496
	Iteration 49Q: 3 clusters Score -1734044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1734046.500000 Penalty: 4777.833496
	Iteration 50Q: 3 clusters Score -1734046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1734043.750000 Penalty: 4777.833496
	Iteration 51Q: 3 clusters Score -1734044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1734050.500000 Penalty: 4777.833496
	Iteration 52Q: 3 clusters Score -1734050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1734048.375000 Penalty: 4777.833496
	Iteration 53Q: 3 clusters Score -1734048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1734055.250000 Penalty: 4777.833496
	Iteration 54Q: 3 clusters Score -1734055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1734064.250000 Penalty: 4777.833496
	Iteration 55Q: 3 clusters Score -1734064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1734071.625000 Penalty: 4777.833496
	Iteration 56Q: 3 clusters Score -1734072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1734069.500000 Penalty: 4777.833496
	Iteration 57Q: 3 clusters Score -1734070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1734079.750000 Penalty: 4777.833496
	Iteration 58Q: 3 clusters Score -1734080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1734092.125000 Penalty: 4777.833496
	Iteration 59Q: 3 clusters Score -1734092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1734102.250000 Penalty: 4777.833496
	Iteration 60F: 3 clusters Score -1734102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1734115.875000 Penalty: 4777.833496
	Iteration 61Q: 3 clusters Score -1734116 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1734137.375000 Penalty: 4777.833496
	Iteration 62Q: 3 clusters Score -1734137 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1734155.125000 Penalty: 4777.833496
	Iteration 63Q: 3 clusters Score -1734155 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1734180.750000 Penalty: 4777.833496
	Iteration 64Q: 3 clusters Score -1734181 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1734209.625000 Penalty: 4777.833496
	Iteration 65Q: 3 clusters Score -1734210 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1734232.125000 Penalty: 4777.833496
	Iteration 66Q: 3 clusters Score -1734232 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1734259.375000 Penalty: 4777.833496
	Iteration 67Q: 3 clusters Score -1734259 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1734291.750000 Penalty: 4777.833496
	Iteration 68Q: 3 clusters Score -1734292 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1734317.875000 Penalty: 4777.833496
	Iteration 69Q: 3 clusters Score -1734318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1734338.375000 Penalty: 4777.833496
	Iteration 70Q: 3 clusters Score -1734338 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1734361.750000 Penalty: 4777.833496
	Iteration 71Q: 3 clusters Score -1734362 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1734381.500000 Penalty: 4777.833496
	Iteration 72Q: 3 clusters Score -1734382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1734400.000000 Penalty: 4777.833496
	Iteration 73Q: 3 clusters Score -1734400 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1734420.750000 Penalty: 4777.833496
	Iteration 74Q: 3 clusters Score -1734421 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1734436.250000 Penalty: 4777.833496
	Iteration 75Q: 3 clusters Score -1734436 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1734455.000000 Penalty: 4777.833496
	Iteration 76Q: 3 clusters Score -1734455 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1734473.000000 Penalty: 4777.833496
	Iteration 77Q: 3 clusters Score -1734473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1734480.125000 Penalty: 4777.833496
	Iteration 78Q: 3 clusters Score -1734480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1734492.500000 Penalty: 4777.833496
	Iteration 79Q: 3 clusters Score -1734492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1734502.125000 Penalty: 4777.833496
	Iteration 80F: 3 clusters Score -1734502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1734508.375000 Penalty: 4777.833496
	Iteration 81Q: 3 clusters Score -1734508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1734522.000000 Penalty: 4777.833496
	Iteration 82Q: 3 clusters Score -1734522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1734531.125000 Penalty: 4777.833496
	Iteration 83Q: 3 clusters Score -1734531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1734542.875000 Penalty: 4777.833496
	Iteration 84Q: 3 clusters Score -1734543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1734547.250000 Penalty: 4777.833496
	Iteration 85Q: 3 clusters Score -1734547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1734554.250000 Penalty: 4777.833496
	Iteration 86Q: 3 clusters Score -1734554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1734555.000000 Penalty: 4777.833496
	Iteration 87Q: 3 clusters Score -1734555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1734557.250000 Penalty: 4777.833496
	Iteration 88Q: 3 clusters Score -1734557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1734560.375000 Penalty: 4777.833496
	Iteration 89Q: 3 clusters Score -1734560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1734566.375000 Penalty: 4777.833496
	Iteration 90Q: 3 clusters Score -1734566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1734564.125000 Penalty: 4777.833496
	Iteration 91Q: 3 clusters Score -1734564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1734573.750000 Penalty: 4777.833496
	Iteration 92Q: 3 clusters Score -1734574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1734574.125000 Penalty: 4777.833496
	Iteration 93Q: 3 clusters Score -1734574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1734572.125000 Penalty: 4777.833496
	Iteration 94Q: 3 clusters Score -1734572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1734574.000000 Penalty: 4777.833496
	Iteration 95Q: 3 clusters Score -1734574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1734574.250000 Penalty: 4777.833496
	Iteration 96Q: 3 clusters Score -1734574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1734577.625000 Penalty: 4777.833496
	Iteration 97Q: 3 clusters Score -1734578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1734580.125000 Penalty: 4777.833496
	Iteration 98Q: 3 clusters Score -1734580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1734579.000000 Penalty: 4777.833496
	Iteration 99Q: 3 clusters Score -1734579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1734579.000000 Penalty: 4777.833496
	Iteration 100F: 3 clusters Score -1734579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1734583.375000 Penalty: 4777.833496
	Iteration 101Q: 3 clusters Score -1734583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1734585.250000 Penalty: 4777.833496
	Iteration 102Q: 3 clusters Score -1734585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1734592.375000 Penalty: 4777.833496
	Iteration 103Q: 3 clusters Score -1734592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1734590.625000 Penalty: 4777.833496
	Iteration 104Q: 3 clusters Score -1734591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1734592.125000 Penalty: 4777.833496
	Iteration 105Q: 3 clusters Score -1734592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1734591.625000 Penalty: 4777.833496
	Iteration 106Q: 3 clusters Score -1734592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1734595.125000 Penalty: 4777.833496
	Iteration 107Q: 3 clusters Score -1734595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1734594.500000 Penalty: 4777.833496
	Iteration 108Q: 3 clusters Score -1734594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1734593.750000 Penalty: 4777.833496
	Iteration 109Q: 3 clusters Score -1734594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1734597.250000 Penalty: 4777.833496
	Iteration 110Q: 3 clusters Score -1734597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1734598.875000 Penalty: 4777.833496
	Iteration 111Q: 3 clusters Score -1734599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1734595.375000 Penalty: 4777.833496
	Iteration 112Q: 3 clusters Score -1734595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1734594.500000 Penalty: 4777.833496
	Iteration 113Q: 3 clusters Score -1734594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1734596.750000 Penalty: 4777.833496
	Iteration 114Q: 3 clusters Score -1734597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1734596.750000 Penalty: 4777.833496
	Iteration 115F: 3 clusters Score -1734597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (284031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284031 members 
Entering Unmasked Estep 
Score: -36640752.000000 Penalty: 3114.096191
	Iteration 0F: 2 clusters Score -3.664075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142006 members 
Mstep: Class 2 contains 142025 members 
Entering Unmasked Estep 
Score: -36469112.000000 Penalty: 6228.192383
	Iteration 0F: 3 clusters Score -3.646911e+07 nChanged 137859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139793 members 
Mstep: Class 2 contains 144238 members 
Entering Unmasked Estep 
Score: -36550196.000000 Penalty: 6228.192383
	Iteration 1F: 3 clusters Score -3.65502e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139400 members 
Mstep: Class 2 contains 144631 members 
Entering Unmasked Estep 
Score: -36551480.000000 Penalty: 6228.192383
	Iteration 2Q: 3 clusters Score -3.655148e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138922 members 
Mstep: Class 2 contains 145109 members 
Entering Unmasked Estep 
Score: -36553484.000000 Penalty: 6228.192383
	Iteration 3Q: 3 clusters Score -3.655348e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138464 members 
Mstep: Class 2 contains 145567 members 
Entering Unmasked Estep 
Score: -36555952.000000 Penalty: 6228.192383
	Iteration 4Q: 3 clusters Score -3.655595e+07 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138180 members 
Mstep: Class 2 contains 145851 members 
Entering Unmasked Estep 
Score: -36559664.000000 Penalty: 6228.192383
	Iteration 5Q: 3 clusters Score -3.655966e+07 nChanged 13092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138170 members 
Mstep: Class 2 contains 145861 members 
Entering Unmasked Estep 
Score: -36566504.000000 Penalty: 6228.192383
	Iteration 6Q: 3 clusters Score -3.65665e+07 nChanged 15741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138633 members 
Mstep: Class 2 contains 145398 members 
Entering Unmasked Estep 
Score: -36576204.000000 Penalty: 6228.192383
	Iteration 7F: 3 clusters Score -3.65762e+07 nChanged 17961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139386 members 
Mstep: Class 2 contains 144645 members 
Entering Unmasked Estep 
Score: -36589048.000000 Penalty: 6228.192383
	Iteration 8F: 3 clusters Score -3.658905e+07 nChanged 18016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140100 members 
Mstep: Class 2 contains 143931 members 
Entering Unmasked Estep 
Score: -36600928.000000 Penalty: 6228.192383
	Iteration 9F: 3 clusters Score -3.660093e+07 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141027 members 
Mstep: Class 2 contains 143004 members 
Entering Unmasked Estep 
Score: -36606692.000000 Penalty: 6228.192383
	Iteration 10Q: 3 clusters Score -3.660669e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142082 members 
Mstep: Class 2 contains 141949 members 
Entering Unmasked Estep 
Score: -36608560.000000 Penalty: 6228.192383
	Iteration 11Q: 3 clusters Score -3.660856e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143347 members 
Mstep: Class 2 contains 140684 members 
Entering Unmasked Estep 
Score: -36609320.000000 Penalty: 6228.192383
	Iteration 12Q: 3 clusters Score -3.660932e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144880 members 
Mstep: Class 2 contains 139151 members 
Entering Unmasked Estep 
Score: -36609548.000000 Penalty: 6228.192383
	Iteration 13Q: 3 clusters Score -3.660955e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146550 members 
Mstep: Class 2 contains 137481 members 
Entering Unmasked Estep 
Score: -36609860.000000 Penalty: 6228.192383
	Iteration 14Q: 3 clusters Score -3.660986e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148427 members 
Mstep: Class 2 contains 135604 members 
Entering Unmasked Estep 
Score: -36610124.000000 Penalty: 6228.192383
	Iteration 15Q: 3 clusters Score -3.661012e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150391 members 
Mstep: Class 2 contains 133640 members 
Entering Unmasked Estep 
Score: -36610324.000000 Penalty: 6228.192383
	Iteration 16Q: 3 clusters Score -3.661032e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152366 members 
Mstep: Class 2 contains 131665 members 
Entering Unmasked Estep 
Score: -36610868.000000 Penalty: 6228.192383
	Iteration 17Q: 3 clusters Score -3.661087e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154432 members 
Mstep: Class 2 contains 129599 members 
Entering Unmasked Estep 
Score: -36611140.000000 Penalty: 6228.192383
	Iteration 18Q: 3 clusters Score -3.661114e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156569 members 
Mstep: Class 2 contains 127462 members 
Entering Unmasked Estep 
Score: -36611216.000000 Penalty: 6228.192383
	Iteration 19Q: 3 clusters Score -3.661122e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158640 members 
Mstep: Class 2 contains 125391 members 
Entering Unmasked Estep 
Score: -36611508.000000 Penalty: 6228.192383
	Iteration 20F: 3 clusters Score -3.661151e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160756 members 
Mstep: Class 2 contains 123275 members 
Entering Unmasked Estep 
Score: -36611756.000000 Penalty: 6228.192383
	Iteration 21Q: 3 clusters Score -3.661176e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162747 members 
Mstep: Class 2 contains 121284 members 
Entering Unmasked Estep 
Score: -36612024.000000 Penalty: 6228.192383
	Iteration 22Q: 3 clusters Score -3.661202e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164737 members 
Mstep: Class 2 contains 119294 members 
Entering Unmasked Estep 
Score: -36612436.000000 Penalty: 6228.192383
	Iteration 23Q: 3 clusters Score -3.661244e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166712 members 
Mstep: Class 2 contains 117319 members 
Entering Unmasked Estep 
Score: -36612492.000000 Penalty: 6228.192383
	Iteration 24Q: 3 clusters Score -3.661249e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168623 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -36612636.000000 Penalty: 6228.192383
	Iteration 25Q: 3 clusters Score -3.661264e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170476 members 
Mstep: Class 2 contains 113555 members 
Entering Unmasked Estep 
Score: -36612996.000000 Penalty: 6228.192383
	Iteration 26Q: 3 clusters Score -3.6613e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172267 members 
Mstep: Class 2 contains 111764 members 
Entering Unmasked Estep 
Score: -36613248.000000 Penalty: 6228.192383
	Iteration 27Q: 3 clusters Score -3.661325e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174026 members 
Mstep: Class 2 contains 110005 members 
Entering Unmasked Estep 
Score: -36613264.000000 Penalty: 6228.192383
	Iteration 28Q: 3 clusters Score -3.661326e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175634 members 
Mstep: Class 2 contains 108397 members 
Entering Unmasked Estep 
Score: -36613500.000000 Penalty: 6228.192383
	Iteration 29Q: 3 clusters Score -3.66135e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177170 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -36613608.000000 Penalty: 6228.192383
	Iteration 30Q: 3 clusters Score -3.661361e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178691 members 
Mstep: Class 2 contains 105340 members 
Entering Unmasked Estep 
Score: -36613600.000000 Penalty: 6228.192383
	Iteration 31Q: 3 clusters Score -3.66136e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180095 members 
Mstep: Class 2 contains 103936 members 
Entering Unmasked Estep 
Score: -36613620.000000 Penalty: 6228.192383
	Iteration 32Q: 3 clusters Score -3.661362e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181494 members 
Mstep: Class 2 contains 102537 members 
Entering Unmasked Estep 
Score: -36613608.000000 Penalty: 6228.192383
	Iteration 33Q: 3 clusters Score -3.661361e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182691 members 
Mstep: Class 2 contains 101340 members 
Entering Unmasked Estep 
Score: -36613584.000000 Penalty: 6228.192383
	Iteration 34Q: 3 clusters Score -3.661358e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183861 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -36613724.000000 Penalty: 6228.192383
	Iteration 35Q: 3 clusters Score -3.661372e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185008 members 
Mstep: Class 2 contains 99023 members 
Entering Unmasked Estep 
Score: -36613756.000000 Penalty: 6228.192383
	Iteration 36Q: 3 clusters Score -3.661376e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186128 members 
Mstep: Class 2 contains 97903 members 
Entering Unmasked Estep 
Score: -36613908.000000 Penalty: 6228.192383
	Iteration 37Q: 3 clusters Score -3.661391e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187168 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -36613976.000000 Penalty: 6228.192383
	Iteration 38Q: 3 clusters Score -3.661398e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188164 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -36613964.000000 Penalty: 6228.192383
	Iteration 39Q: 3 clusters Score -3.661396e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189130 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -36614104.000000 Penalty: 6228.192383
	Iteration 40F: 3 clusters Score -3.66141e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190077 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -36614216.000000 Penalty: 6228.192383
	Iteration 41Q: 3 clusters Score -3.661422e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190925 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -36614332.000000 Penalty: 6228.192383
	Iteration 42Q: 3 clusters Score -3.661433e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191706 members 
Mstep: Class 2 contains 92325 members 
Entering Unmasked Estep 
Score: -36614360.000000 Penalty: 6228.192383
	Iteration 43Q: 3 clusters Score -3.661436e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192474 members 
Mstep: Class 2 contains 91557 members 
Entering Unmasked Estep 
Score: -36614404.000000 Penalty: 6228.192383
	Iteration 44Q: 3 clusters Score -3.66144e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193154 members 
Mstep: Class 2 contains 90877 members 
Entering Unmasked Estep 
Score: -36614624.000000 Penalty: 6228.192383
	Iteration 45Q: 3 clusters Score -3.661462e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193833 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -36614652.000000 Penalty: 6228.192383
	Iteration 46Q: 3 clusters Score -3.661465e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194458 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -36614752.000000 Penalty: 6228.192383
	Iteration 47Q: 3 clusters Score -3.661475e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195118 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -36614872.000000 Penalty: 6228.192383
	Iteration 48Q: 3 clusters Score -3.661487e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195801 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -36615060.000000 Penalty: 6228.192383
	Iteration 49Q: 3 clusters Score -3.661506e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196461 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -36615156.000000 Penalty: 6228.192383
	Iteration 50Q: 3 clusters Score -3.661516e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197166 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -36615284.000000 Penalty: 6228.192383
	Iteration 51Q: 3 clusters Score -3.661528e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197837 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -36615492.000000 Penalty: 6228.192383
	Iteration 52Q: 3 clusters Score -3.661549e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198539 members 
Mstep: Class 2 contains 85492 members 
Entering Unmasked Estep 
Score: -36615636.000000 Penalty: 6228.192383
	Iteration 53Q: 3 clusters Score -3.661564e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199295 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -36615664.000000 Penalty: 6228.192383
	Iteration 54Q: 3 clusters Score -3.661566e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200091 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -36615940.000000 Penalty: 6228.192383
	Iteration 55Q: 3 clusters Score -3.661594e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200908 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -36616268.000000 Penalty: 6228.192383
	Iteration 56Q: 3 clusters Score -3.661627e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201761 members 
Mstep: Class 2 contains 82270 members 
Entering Unmasked Estep 
Score: -36616708.000000 Penalty: 6228.192383
	Iteration 57Q: 3 clusters Score -3.661671e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202692 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -36617212.000000 Penalty: 6228.192383
	Iteration 58Q: 3 clusters Score -3.661721e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203674 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -36617468.000000 Penalty: 6228.192383
	Iteration 59Q: 3 clusters Score -3.661747e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204671 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -36617760.000000 Penalty: 6228.192383
	Iteration 60F: 3 clusters Score -3.661776e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205702 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -36618208.000000 Penalty: 6228.192383
	Iteration 61Q: 3 clusters Score -3.661821e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206730 members 
Mstep: Class 2 contains 77301 members 
Entering Unmasked Estep 
Score: -36618700.000000 Penalty: 6228.192383
	Iteration 62Q: 3 clusters Score -3.66187e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207807 members 
Mstep: Class 2 contains 76224 members 
Entering Unmasked Estep 
Score: -36619396.000000 Penalty: 6228.192383
	Iteration 63Q: 3 clusters Score -3.66194e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209038 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -36619952.000000 Penalty: 6228.192383
	Iteration 64Q: 3 clusters Score -3.661995e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210318 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -36620484.000000 Penalty: 6228.192383
	Iteration 65Q: 3 clusters Score -3.662048e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211796 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -36621152.000000 Penalty: 6228.192383
	Iteration 66Q: 3 clusters Score -3.662115e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213387 members 
Mstep: Class 2 contains 70644 members 
Entering Unmasked Estep 
Score: -36621724.000000 Penalty: 6228.192383
	Iteration 67Q: 3 clusters Score -3.662172e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215127 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -36622496.000000 Penalty: 6228.192383
	Iteration 68Q: 3 clusters Score -3.66225e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217045 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -36623136.000000 Penalty: 6228.192383
	Iteration 69Q: 3 clusters Score -3.662314e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219190 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -36623812.000000 Penalty: 6228.192383
	Iteration 70Q: 3 clusters Score -3.662381e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221494 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -36624616.000000 Penalty: 6228.192383
	Iteration 71Q: 3 clusters Score -3.662462e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223977 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -36625408.000000 Penalty: 6228.192383
	Iteration 72Q: 3 clusters Score -3.662541e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226600 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
Score: -36626308.000000 Penalty: 6228.192383
	Iteration 73Q: 3 clusters Score -3.662631e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229514 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -36627036.000000 Penalty: 6228.192383
	Iteration 74Q: 3 clusters Score -3.662704e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232599 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -36627856.000000 Penalty: 6228.192383
	Iteration 75Q: 3 clusters Score -3.662786e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235792 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -36628960.000000 Penalty: 6228.192383
	Iteration 76Q: 3 clusters Score -3.662896e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239044 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -36629752.000000 Penalty: 6228.192383
	Iteration 77Q: 3 clusters Score -3.662975e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242367 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -36630576.000000 Penalty: 6228.192383
	Iteration 78Q: 3 clusters Score -3.663058e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245675 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -36631300.000000 Penalty: 6228.192383
	Iteration 79Q: 3 clusters Score -3.66313e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249041 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -36632184.000000 Penalty: 6228.192383
	Iteration 80F: 3 clusters Score -3.663218e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252389 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -36632912.000000 Penalty: 6228.192383
	Iteration 81Q: 3 clusters Score -3.663291e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255590 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -36633460.000000 Penalty: 6228.192383
	Iteration 82Q: 3 clusters Score -3.663346e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258623 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -36634124.000000 Penalty: 6228.192383
	Iteration 83Q: 3 clusters Score -3.663412e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261512 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -36634760.000000 Penalty: 6228.192383
	Iteration 84Q: 3 clusters Score -3.663476e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264103 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -36635436.000000 Penalty: 6228.192383
	Iteration 85Q: 3 clusters Score -3.663544e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266478 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -36635868.000000 Penalty: 6228.192383
	Iteration 86Q: 3 clusters Score -3.663587e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268573 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -36636120.000000 Penalty: 6228.192383
	Iteration 87Q: 3 clusters Score -3.663612e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270431 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -36636380.000000 Penalty: 6228.192383
	Iteration 88Q: 3 clusters Score -3.663638e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272075 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -36636580.000000 Penalty: 6228.192383
	Iteration 89Q: 3 clusters Score -3.663658e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273575 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -36636832.000000 Penalty: 6228.192383
	Iteration 90Q: 3 clusters Score -3.663683e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274878 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -36637140.000000 Penalty: 6228.192383
	Iteration 91Q: 3 clusters Score -3.663714e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276028 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -36637288.000000 Penalty: 6228.192383
	Iteration 92Q: 3 clusters Score -3.663729e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277035 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -36637508.000000 Penalty: 6228.192383
	Iteration 93Q: 3 clusters Score -3.663751e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277976 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -36637600.000000 Penalty: 6228.192383
	Iteration 94Q: 3 clusters Score -3.66376e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278818 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -36637748.000000 Penalty: 6228.192383
	Iteration 95Q: 3 clusters Score -3.663775e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279550 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -36637812.000000 Penalty: 6228.192383
	Iteration 96Q: 3 clusters Score -3.663781e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280185 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -36637940.000000 Penalty: 6228.192383
	Iteration 97Q: 3 clusters Score -3.663794e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280762 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -36637996.000000 Penalty: 6228.192383
	Iteration 98Q: 3 clusters Score -3.6638e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281272 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -36638044.000000 Penalty: 6228.192383
	Iteration 99Q: 3 clusters Score -3.663804e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281695 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -36638112.000000 Penalty: 6228.192383
	Iteration 100F: 3 clusters Score -3.663811e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282042 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -36638124.000000 Penalty: 6228.192383
	Iteration 101Q: 3 clusters Score -3.663812e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282293 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -36638112.000000 Penalty: 6228.192383
	Iteration 102Q: 3 clusters Score -3.663811e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282509 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -36638112.000000 Penalty: 6228.192383
	Iteration 103Q: 3 clusters Score -3.663811e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282668 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -36638168.000000 Penalty: 6228.192383
	Iteration 104Q: 3 clusters Score -3.663817e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282782 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -36638272.000000 Penalty: 6228.192383
	Iteration 105Q: 3 clusters Score -3.663827e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282871 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -36638284.000000 Penalty: 6228.192383
	Iteration 106Q: 3 clusters Score -3.663828e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282948 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -36638268.000000 Penalty: 6228.192383
	Iteration 107Q: 3 clusters Score -3.663827e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283011 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -36638296.000000 Penalty: 6228.192383
	Iteration 108Q: 3 clusters Score -3.66383e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283073 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -36638340.000000 Penalty: 6228.192383
	Iteration 109Q: 3 clusters Score -3.663834e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283135 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -36638312.000000 Penalty: 6228.192383
	Iteration 110Q: 3 clusters Score -3.663831e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283170 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -36638276.000000 Penalty: 6228.192383
	Iteration 111Q: 3 clusters Score -3.663828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283196 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -36638272.000000 Penalty: 6228.192383
	Iteration 112Q: 3 clusters Score -3.663827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283219 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -36638276.000000 Penalty: 6228.192383
	Iteration 113Q: 3 clusters Score -3.663828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283242 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -36638324.000000 Penalty: 6228.192383
	Iteration 114Q: 3 clusters Score -3.663832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283249 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -36638320.000000 Penalty: 6228.192383
	Iteration 115Q: 3 clusters Score -3.663832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283260 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -36638324.000000 Penalty: 6228.192383
	Iteration 116Q: 3 clusters Score -3.663832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283267 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -36638320.000000 Penalty: 6228.192383
	Iteration 117Q: 3 clusters Score -3.663832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283277 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -36638312.000000 Penalty: 6228.192383
	Iteration 118Q: 3 clusters Score -3.663831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283287 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -36638340.000000 Penalty: 6228.192383
	Iteration 119Q: 3 clusters Score -3.663834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283290 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -36638336.000000 Penalty: 6228.192383
	Iteration 120F: 3 clusters Score -3.663834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283293 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -36638332.000000 Penalty: 6228.192383
	Iteration 121Q: 3 clusters Score -3.663833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283293 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -36638332.000000 Penalty: 6228.192383
	Iteration 122F: 3 clusters Score -3.663833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Entering Unmasked Estep 
Score: -923740.125000 Penalty: 2218.054443
	Iteration 0F: 2 clusters Score -923740.1 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 3871 members 
Entering Unmasked Estep 
Score: -917631.000000 Penalty: 4436.108887
	Iteration 0F: 3 clusters Score -917631 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -919408.437500 Penalty: 4436.108887
	Iteration 1F: 3 clusters Score -919408.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -919810.500000 Penalty: 4436.108887
	Iteration 2F: 3 clusters Score -919810.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -920167.187500 Penalty: 4436.108887
	Iteration 3F: 3 clusters Score -920167.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -920472.562500 Penalty: 4436.108887
	Iteration 4F: 3 clusters Score -920472.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -920716.562500 Penalty: 4436.108887
	Iteration 5Q: 3 clusters Score -920716.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -920912.625000 Penalty: 4436.108887
	Iteration 6Q: 3 clusters Score -920912.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -921052.250000 Penalty: 4436.108887
	Iteration 7Q: 3 clusters Score -921052.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -921149.375000 Penalty: 4436.108887
	Iteration 8Q: 3 clusters Score -921149.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -921236.500000 Penalty: 4436.108887
	Iteration 9Q: 3 clusters Score -921236.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -921312.875000 Penalty: 4436.108887
	Iteration 10Q: 3 clusters Score -921312.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -921378.187500 Penalty: 4436.108887
	Iteration 11Q: 3 clusters Score -921378.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -921434.812500 Penalty: 4436.108887
	Iteration 12Q: 3 clusters Score -921434.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -921475.562500 Penalty: 4436.108887
	Iteration 13Q: 3 clusters Score -921475.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -921514.375000 Penalty: 4436.108887
	Iteration 14Q: 3 clusters Score -921514.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -921549.562500 Penalty: 4436.108887
	Iteration 15Q: 3 clusters Score -921549.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -921577.875000 Penalty: 4436.108887
	Iteration 16Q: 3 clusters Score -921577.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -921600.000000 Penalty: 4436.108887
	Iteration 17Q: 3 clusters Score -921600 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -921617.062500 Penalty: 4436.108887
	Iteration 18Q: 3 clusters Score -921617.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -921628.875000 Penalty: 4436.108887
	Iteration 19Q: 3 clusters Score -921628.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -921637.937500 Penalty: 4436.108887
	Iteration 20F: 3 clusters Score -921637.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -921643.750000 Penalty: 4436.108887
	Iteration 21Q: 3 clusters Score -921643.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -921654.250000 Penalty: 4436.108887
	Iteration 22Q: 3 clusters Score -921654.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -921663.750000 Penalty: 4436.108887
	Iteration 23Q: 3 clusters Score -921663.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -921673.500000 Penalty: 4436.108887
	Iteration 24Q: 3 clusters Score -921673.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -921682.312500 Penalty: 4436.108887
	Iteration 25Q: 3 clusters Score -921682.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -921689.687500 Penalty: 4436.108887
	Iteration 26Q: 3 clusters Score -921689.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -921697.312500 Penalty: 4436.108887
	Iteration 27Q: 3 clusters Score -921697.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -921702.687500 Penalty: 4436.108887
	Iteration 28Q: 3 clusters Score -921702.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -921708.875000 Penalty: 4436.108887
	Iteration 29Q: 3 clusters Score -921708.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -921718.437500 Penalty: 4436.108887
	Iteration 30Q: 3 clusters Score -921718.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -921725.062500 Penalty: 4436.108887
	Iteration 31Q: 3 clusters Score -921725.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -921734.250000 Penalty: 4436.108887
	Iteration 32Q: 3 clusters Score -921734.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -921748.250000 Penalty: 4436.108887
	Iteration 33Q: 3 clusters Score -921748.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -921760.375000 Penalty: 4436.108887
	Iteration 34Q: 3 clusters Score -921760.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -921777.062500 Penalty: 4436.108887
	Iteration 35Q: 3 clusters Score -921777.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -921793.062500 Penalty: 4436.108887
	Iteration 36Q: 3 clusters Score -921793.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -921824.000000 Penalty: 4436.108887
	Iteration 37Q: 3 clusters Score -921824 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -921866.062500 Penalty: 4436.108887
	Iteration 38Q: 3 clusters Score -921866.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -921903.250000 Penalty: 4436.108887
	Iteration 39Q: 3 clusters Score -921903.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -921951.625000 Penalty: 4436.108887
	Iteration 40F: 3 clusters Score -921951.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -922008.750000 Penalty: 4436.108887
	Iteration 41Q: 3 clusters Score -922008.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -922057.875000 Penalty: 4436.108887
	Iteration 42Q: 3 clusters Score -922057.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -922121.125000 Penalty: 4436.108887
	Iteration 43Q: 3 clusters Score -922121.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -922170.187500 Penalty: 4436.108887
	Iteration 44Q: 3 clusters Score -922170.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -922210.562500 Penalty: 4436.108887
	Iteration 45Q: 3 clusters Score -922210.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -922245.187500 Penalty: 4436.108887
	Iteration 46Q: 3 clusters Score -922245.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -922266.687500 Penalty: 4436.108887
	Iteration 47Q: 3 clusters Score -922266.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -922283.437500 Penalty: 4436.108887
	Iteration 48Q: 3 clusters Score -922283.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -922297.937500 Penalty: 4436.108887
	Iteration 49Q: 3 clusters Score -922297.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -922305.437500 Penalty: 4436.108887
	Iteration 50Q: 3 clusters Score -922305.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -922313.437500 Penalty: 4436.108887
	Iteration 51Q: 3 clusters Score -922313.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -922320.500000 Penalty: 4436.108887
	Iteration 52Q: 3 clusters Score -922320.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -922321.500000 Penalty: 4436.108887
	Iteration 53Q: 3 clusters Score -922321.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -922322.500000 Penalty: 4436.108887
	Iteration 54Q: 3 clusters Score -922322.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -922323.437500 Penalty: 4436.108887
	Iteration 55Q: 3 clusters Score -922323.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -922323.125000 Penalty: 4436.108887
	Iteration 56Q: 3 clusters Score -922323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -922325.250000 Penalty: 4436.108887
	Iteration 57Q: 3 clusters Score -922325.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -922328.000000 Penalty: 4436.108887
	Iteration 58Q: 3 clusters Score -922328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -922326.937500 Penalty: 4436.108887
	Iteration 59Q: 3 clusters Score -922326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -922330.875000 Penalty: 4436.108887
	Iteration 60F: 3 clusters Score -922330.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -922332.937500 Penalty: 4436.108887
	Iteration 61Q: 3 clusters Score -922332.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -922333.500000 Penalty: 4436.108887
	Iteration 62Q: 3 clusters Score -922333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -922333.875000 Penalty: 4436.108887
	Iteration 63Q: 3 clusters Score -922333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -922333.875000 Penalty: 4436.108887
	Iteration 64Q: 3 clusters Score -922333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -922336.687500 Penalty: 4436.108887
	Iteration 65Q: 3 clusters Score -922336.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -922336.812500 Penalty: 4436.108887
	Iteration 66Q: 3 clusters Score -922336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -922338.062500 Penalty: 4436.108887
	Iteration 67Q: 3 clusters Score -922338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -922339.312500 Penalty: 4436.108887
	Iteration 68Q: 3 clusters Score -922339.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -922342.250000 Penalty: 4436.108887
	Iteration 69Q: 3 clusters Score -922342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -922344.812500 Penalty: 4436.108887
	Iteration 70Q: 3 clusters Score -922344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -922347.250000 Penalty: 4436.108887
	Iteration 71Q: 3 clusters Score -922347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -922346.125000 Penalty: 4436.108887
	Iteration 72Q: 3 clusters Score -922346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -922348.750000 Penalty: 4436.108887
	Iteration 73Q: 3 clusters Score -922348.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -922350.375000 Penalty: 4436.108887
	Iteration 74Q: 3 clusters Score -922350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -922350.750000 Penalty: 4436.108887
	Iteration 75Q: 3 clusters Score -922350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -922351.250000 Penalty: 4436.108887
	Iteration 76Q: 3 clusters Score -922351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -922353.187500 Penalty: 4436.108887
	Iteration 77Q: 3 clusters Score -922353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -922352.625000 Penalty: 4436.108887
	Iteration 78Q: 3 clusters Score -922352.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -922354.312500 Penalty: 4436.108887
	Iteration 79Q: 3 clusters Score -922354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -922353.812500 Penalty: 4436.108887
	Iteration 80F: 3 clusters Score -922353.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Entering Unmasked Estep 
Score: -5591999.000000 Penalty: 2652.148438
	Iteration 0F: 2 clusters Score -5591999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5562082.500000 Penalty: 5304.296875
	Iteration 0F: 3 clusters Score -5562082 nChanged 20311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -5573348.000000 Penalty: 5304.296875
	Iteration 1F: 3 clusters Score -5573348 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -5574070.500000 Penalty: 5304.296875
	Iteration 2Q: 3 clusters Score -5574070 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -5574941.000000 Penalty: 5304.296875
	Iteration 3Q: 3 clusters Score -5574941 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -5576249.000000 Penalty: 5304.296875
	Iteration 4F: 3 clusters Score -5576249 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -5578324.000000 Penalty: 5304.296875
	Iteration 5F: 3 clusters Score -5578324 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -5581368.000000 Penalty: 5304.296875
	Iteration 6F: 3 clusters Score -5581368 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -5584942.500000 Penalty: 5304.296875
	Iteration 7F: 3 clusters Score -5584942 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -5587671.000000 Penalty: 5304.296875
	Iteration 8F: 3 clusters Score -5587671 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -5588841.000000 Penalty: 5304.296875
	Iteration 9Q: 3 clusters Score -5588841 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -5589302.500000 Penalty: 5304.296875
	Iteration 10Q: 3 clusters Score -5589302 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -5589452.500000 Penalty: 5304.296875
	Iteration 11Q: 3 clusters Score -5589452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -5589530.500000 Penalty: 5304.296875
	Iteration 12Q: 3 clusters Score -5589530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -5589576.500000 Penalty: 5304.296875
	Iteration 13Q: 3 clusters Score -5589576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -5589612.500000 Penalty: 5304.296875
	Iteration 14Q: 3 clusters Score -5589612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -5589639.000000 Penalty: 5304.296875
	Iteration 15Q: 3 clusters Score -5589639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5589642.000000 Penalty: 5304.296875
	Iteration 16Q: 3 clusters Score -5589642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -5589653.000000 Penalty: 5304.296875
	Iteration 17Q: 3 clusters Score -5589653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5589655.000000 Penalty: 5304.296875
	Iteration 18Q: 3 clusters Score -5589655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -5589658.500000 Penalty: 5304.296875
	Iteration 19Q: 3 clusters Score -5589658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -5589661.500000 Penalty: 5304.296875
	Iteration 20F: 3 clusters Score -5589662 nChanged 0
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: -5514897.500000 Penalty: 2646.327393
	Iteration 0F: 2 clusters Score -5514898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -5485684.500000 Penalty: 5292.654785
	Iteration 0F: 3 clusters Score -5485684 nChanged 19831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -5496550.000000 Penalty: 5292.654785
	Iteration 1F: 3 clusters Score -5496550 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -5497191.000000 Penalty: 5292.654785
	Iteration 2Q: 3 clusters Score -5497191 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -5497961.000000 Penalty: 5292.654785
	Iteration 3Q: 3 clusters Score -5497961 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -5498881.500000 Penalty: 5292.654785
	Iteration 4Q: 3 clusters Score -5498882 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -5500018.500000 Penalty: 5292.654785
	Iteration 5Q: 3 clusters Score -5500018 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -5501552.500000 Penalty: 5292.654785
	Iteration 6F: 3 clusters Score -5501552 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -5503344.500000 Penalty: 5292.654785
	Iteration 7F: 3 clusters Score -5503344 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -5505253.000000 Penalty: 5292.654785
	Iteration 8F: 3 clusters Score -5505253 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -5507233.000000 Penalty: 5292.654785
	Iteration 9F: 3 clusters Score -5507233 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -5508856.500000 Penalty: 5292.654785
	Iteration 10F: 3 clusters Score -5508856 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -5510104.000000 Penalty: 5292.654785
	Iteration 11Q: 3 clusters Score -5510104 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -5511057.000000 Penalty: 5292.654785
	Iteration 12Q: 3 clusters Score -5511057 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -5511748.000000 Penalty: 5292.654785
	Iteration 13Q: 3 clusters Score -5511748 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -5512216.000000 Penalty: 5292.654785
	Iteration 14Q: 3 clusters Score -5512216 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -5512607.500000 Penalty: 5292.654785
	Iteration 15Q: 3 clusters Score -5512608 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5512912.000000 Penalty: 5292.654785
	Iteration 16Q: 3 clusters Score -5512912 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -5513017.500000 Penalty: 5292.654785
	Iteration 17Q: 3 clusters Score -5513018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -5513088.000000 Penalty: 5292.654785
	Iteration 18Q: 3 clusters Score -5513088 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -5513143.500000 Penalty: 5292.654785
	Iteration 19Q: 3 clusters Score -5513144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -5513190.000000 Penalty: 5292.654785
	Iteration 20F: 3 clusters Score -5513190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -5513215.000000 Penalty: 5292.654785
	Iteration 21Q: 3 clusters Score -5513215 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -5513272.500000 Penalty: 5292.654785
	Iteration 22Q: 3 clusters Score -5513272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -5513286.500000 Penalty: 5292.654785
	Iteration 23Q: 3 clusters Score -5513286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -5513326.000000 Penalty: 5292.654785
	Iteration 24Q: 3 clusters Score -5513326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -5513357.000000 Penalty: 5292.654785
	Iteration 25Q: 3 clusters Score -5513357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -5513368.500000 Penalty: 5292.654785
	Iteration 26Q: 3 clusters Score -5513368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5513399.500000 Penalty: 5292.654785
	Iteration 27Q: 3 clusters Score -5513400 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5513475.000000 Penalty: 5292.654785
	Iteration 28Q: 3 clusters Score -5513475 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -5513535.000000 Penalty: 5292.654785
	Iteration 29Q: 3 clusters Score -5513535 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -5513594.000000 Penalty: 5292.654785
	Iteration 30Q: 3 clusters Score -5513594 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -5513673.000000 Penalty: 5292.654785
	Iteration 31Q: 3 clusters Score -5513673 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -5513730.000000 Penalty: 5292.654785
	Iteration 32Q: 3 clusters Score -5513730 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -5513807.000000 Penalty: 5292.654785
	Iteration 33Q: 3 clusters Score -5513807 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5513847.500000 Penalty: 5292.654785
	Iteration 34Q: 3 clusters Score -5513848 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -5513895.000000 Penalty: 5292.654785
	Iteration 35Q: 3 clusters Score -5513895 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -5513950.000000 Penalty: 5292.654785
	Iteration 36Q: 3 clusters Score -5513950 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -5513997.500000 Penalty: 5292.654785
	Iteration 37Q: 3 clusters Score -5513998 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5514031.500000 Penalty: 5292.654785
	Iteration 38Q: 3 clusters Score -5514032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -5514051.000000 Penalty: 5292.654785
	Iteration 39Q: 3 clusters Score -5514051 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -5514138.000000 Penalty: 5292.654785
	Iteration 40F: 3 clusters Score -5514138 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -5514238.500000 Penalty: 5292.654785
	Iteration 41Q: 3 clusters Score -5514238 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -5514292.500000 Penalty: 5292.654785
	Iteration 42Q: 3 clusters Score -5514292 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -5514361.000000 Penalty: 5292.654785
	Iteration 43Q: 3 clusters Score -5514361 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -5514428.000000 Penalty: 5292.654785
	Iteration 44Q: 3 clusters Score -5514428 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -5514471.000000 Penalty: 5292.654785
	Iteration 45Q: 3 clusters Score -5514471 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -5514550.000000 Penalty: 5292.654785
	Iteration 46Q: 3 clusters Score -5514550 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -5514612.000000 Penalty: 5292.654785
	Iteration 47Q: 3 clusters Score -5514612 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -5514656.000000 Penalty: 5292.654785
	Iteration 48Q: 3 clusters Score -5514656 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -5514695.500000 Penalty: 5292.654785
	Iteration 49Q: 3 clusters Score -5514696 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -5514744.000000 Penalty: 5292.654785
	Iteration 50Q: 3 clusters Score -5514744 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -5514781.000000 Penalty: 5292.654785
	Iteration 51Q: 3 clusters Score -5514781 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -5514807.000000 Penalty: 5292.654785
	Iteration 52Q: 3 clusters Score -5514807 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -5514819.500000 Penalty: 5292.654785
	Iteration 53Q: 3 clusters Score -5514820 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -5514850.000000 Penalty: 5292.654785
	Iteration 54Q: 3 clusters Score -5514850 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -5514863.000000 Penalty: 5292.654785
	Iteration 55Q: 3 clusters Score -5514863 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -5514890.000000 Penalty: 5292.654785
	Iteration 56Q: 3 clusters Score -5514890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5514923.000000 Penalty: 5292.654785
	Iteration 57Q: 3 clusters Score -5514923 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -5514943.000000 Penalty: 5292.654785
	Iteration 58Q: 3 clusters Score -5514943 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -5514960.500000 Penalty: 5292.654785
	Iteration 59Q: 3 clusters Score -5514960 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -5514975.000000 Penalty: 5292.654785
	Iteration 60F: 3 clusters Score -5514975 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -5514990.500000 Penalty: 5292.654785
	Iteration 61Q: 3 clusters Score -5514990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -5515011.000000 Penalty: 5292.654785
	Iteration 62Q: 3 clusters Score -5515011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -5515016.000000 Penalty: 5292.654785
	Iteration 63Q: 3 clusters Score -5515016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5515041.000000 Penalty: 5292.654785
	Iteration 64Q: 3 clusters Score -5515041 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -5515043.000000 Penalty: 5292.654785
	Iteration 65Q: 3 clusters Score -5515043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -5515057.000000 Penalty: 5292.654785
	Iteration 66Q: 3 clusters Score -5515057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -5515070.000000 Penalty: 5292.654785
	Iteration 67Q: 3 clusters Score -5515070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -5515069.000000 Penalty: 5292.654785
	Iteration 68Q: 3 clusters Score -5515069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -5515067.000000 Penalty: 5292.654785
	Iteration 69Q: 3 clusters Score -5515067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -5515061.500000 Penalty: 5292.654785
	Iteration 70Q: 3 clusters Score -5515062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5515058.500000 Penalty: 5292.654785
	Iteration 71Q: 3 clusters Score -5515058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -5515058.000000 Penalty: 5292.654785
	Iteration 72Q: 3 clusters Score -5515058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -5515063.000000 Penalty: 5292.654785
	Iteration 73Q: 3 clusters Score -5515063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -5515073.000000 Penalty: 5292.654785
	Iteration 74Q: 3 clusters Score -5515073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -5515069.500000 Penalty: 5292.654785
	Iteration 75Q: 3 clusters Score -5515070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -5515069.000000 Penalty: 5292.654785
	Iteration 76Q: 3 clusters Score -5515069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -5515064.000000 Penalty: 5292.654785
	Iteration 77Q: 3 clusters Score -5515064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -5515068.500000 Penalty: 5292.654785
	Iteration 78Q: 3 clusters Score -5515068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -5515064.000000 Penalty: 5292.654785
	Iteration 79Q: 3 clusters Score -5515064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -5515066.000000 Penalty: 5292.654785
	Iteration 80F: 3 clusters Score -5515066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -5515070.000000 Penalty: 5292.654785
	Iteration 81Q: 3 clusters Score -5515070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -5515072.500000 Penalty: 5292.654785
	Iteration 82Q: 3 clusters Score -5515072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -5515074.500000 Penalty: 5292.654785
	Iteration 83Q: 3 clusters Score -5515074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -5515074.500000 Penalty: 5292.654785
	Iteration 84F: 3 clusters Score -5515074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 15256 members 
Mstep: Class 4 contains 284031 members 
Mstep: Class 5 contains 7660 members 
Mstep: Class 6 contains 44097 members 
Mstep: Class 7 contains 5718 members 
Mstep: Class 8 contains 9758 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 30521 members 
Mstep: Class 12 contains 15212 members 
Mstep: Class 13 contains 52923 members 
Mstep: Class 14 contains 104448 members 
Mstep: Class 15 contains 39334 members 
Mstep: Class 16 contains 105732 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9021 members 
Mstep: Class 19 contains 53748 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 21 contains 45571 members 
Mstep: Class 22 contains 14651 members 
Mstep: Class 23 contains 74011 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9446 members 
Mstep: Class 26 contains 78351 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5739 members 
Mstep: Class 29 contains 153327 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 37356 members 
Entering Unmasked Estep 
Score: -157741952.000000 Penalty: 111509.140625
Splitting cluster 7 changes total score from -157742832.000000 to -157741952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (9758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Entering Unmasked Estep 
Score: -1177463.000000 Penalty: 2278.088867
	Iteration 0F: 2 clusters Score -1177463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1169906.000000 Penalty: 4556.177734
	Iteration 0F: 3 clusters Score -1169906 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1172112.500000 Penalty: 4556.177734
	Iteration 1F: 3 clusters Score -1172112 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1172484.125000 Penalty: 4556.177734
	Iteration 2F: 3 clusters Score -1172484 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1172870.750000 Penalty: 4556.177734
	Iteration 3F: 3 clusters Score -1172871 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1173365.375000 Penalty: 4556.177734
	Iteration 4F: 3 clusters Score -1173365 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1174096.375000 Penalty: 4556.177734
	Iteration 5F: 3 clusters Score -1174096 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1175015.000000 Penalty: 4556.177734
	Iteration 6F: 3 clusters Score -1175015 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1176030.500000 Penalty: 4556.177734
	Iteration 7F: 3 clusters Score -1176030 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1176851.625000 Penalty: 4556.177734
	Iteration 8F: 3 clusters Score -1176852 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1177271.750000 Penalty: 4556.177734
	Iteration 9Q: 3 clusters Score -1177272 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1177414.125000 Penalty: 4556.177734
	Iteration 10Q: 3 clusters Score -1177414 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1177445.750000 Penalty: 4556.177734
	Iteration 11Q: 3 clusters Score -1177446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1177450.625000 Penalty: 4556.177734
	Iteration 12Q: 3 clusters Score -1177451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1177457.875000 Penalty: 4556.177734
	Iteration 13Q: 3 clusters Score -1177458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1177458.125000 Penalty: 4556.177734
	Iteration 14Q: 3 clusters Score -1177458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1177461.250000 Penalty: 4556.177734
	Iteration 15Q: 3 clusters Score -1177461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1177464.625000 Penalty: 4556.177734
	Iteration 16Q: 3 clusters Score -1177465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1177464.500000 Penalty: 4556.177734
	Iteration 17Q: 3 clusters Score -1177464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1177464.875000 Penalty: 4556.177734
	Iteration 18Q: 3 clusters Score -1177465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1177461.875000 Penalty: 4556.177734
	Iteration 19Q: 3 clusters Score -1177462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1177461.875000 Penalty: 4556.177734
	Iteration 20F: 3 clusters Score -1177462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -731610.750000 Penalty: 2148.729736
	Iteration 0F: 2 clusters Score -731610.8 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 2941 members 
Entering Unmasked Estep 
Score: -726601.562500 Penalty: 4297.459473
	Iteration 0F: 3 clusters Score -726601.6 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -727855.875000 Penalty: 4297.459473
	Iteration 1F: 3 clusters Score -727855.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -728089.625000 Penalty: 4297.459473
	Iteration 2F: 3 clusters Score -728089.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -728224.250000 Penalty: 4297.459473
	Iteration 3F: 3 clusters Score -728224.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -728322.562500 Penalty: 4297.459473
	Iteration 4Q: 3 clusters Score -728322.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -728398.125000 Penalty: 4297.459473
	Iteration 5Q: 3 clusters Score -728398.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -728470.500000 Penalty: 4297.459473
	Iteration 6Q: 3 clusters Score -728470.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -728539.687500 Penalty: 4297.459473
	Iteration 7Q: 3 clusters Score -728539.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -728613.625000 Penalty: 4297.459473
	Iteration 8Q: 3 clusters Score -728613.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -728696.437500 Penalty: 4297.459473
	Iteration 9Q: 3 clusters Score -728696.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -728768.937500 Penalty: 4297.459473
	Iteration 10Q: 3 clusters Score -728768.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -728847.937500 Penalty: 4297.459473
	Iteration 11Q: 3 clusters Score -728847.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -728931.000000 Penalty: 4297.459473
	Iteration 12Q: 3 clusters Score -728931 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -729019.812500 Penalty: 4297.459473
	Iteration 13Q: 3 clusters Score -729019.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -729097.937500 Penalty: 4297.459473
	Iteration 14Q: 3 clusters Score -729097.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -729199.500000 Penalty: 4297.459473
	Iteration 15Q: 3 clusters Score -729199.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -729299.500000 Penalty: 4297.459473
	Iteration 16Q: 3 clusters Score -729299.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -729402.125000 Penalty: 4297.459473
	Iteration 17Q: 3 clusters Score -729402.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -729509.125000 Penalty: 4297.459473
	Iteration 18Q: 3 clusters Score -729509.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -729591.250000 Penalty: 4297.459473
	Iteration 19Q: 3 clusters Score -729591.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -729650.625000 Penalty: 4297.459473
	Iteration 20F: 3 clusters Score -729650.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -729700.312500 Penalty: 4297.459473
	Iteration 21Q: 3 clusters Score -729700.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -729740.250000 Penalty: 4297.459473
	Iteration 22Q: 3 clusters Score -729740.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -729770.000000 Penalty: 4297.459473
	Iteration 23Q: 3 clusters Score -729770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -729793.187500 Penalty: 4297.459473
	Iteration 24Q: 3 clusters Score -729793.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -729804.375000 Penalty: 4297.459473
	Iteration 25Q: 3 clusters Score -729804.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -729811.500000 Penalty: 4297.459473
	Iteration 26Q: 3 clusters Score -729811.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -729816.000000 Penalty: 4297.459473
	Iteration 27Q: 3 clusters Score -729816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -729820.000000 Penalty: 4297.459473
	Iteration 28Q: 3 clusters Score -729820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -729822.812500 Penalty: 4297.459473
	Iteration 29Q: 3 clusters Score -729822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -729823.500000 Penalty: 4297.459473
	Iteration 30Q: 3 clusters Score -729823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -729823.500000 Penalty: 4297.459473
	Iteration 31F: 3 clusters Score -729823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Entering Unmasked Estep 
Score: -2019518.875000 Penalty: 2403.131592
	Iteration 0F: 2 clusters Score -2019519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2007843.125000 Penalty: 4806.263184
	Iteration 0F: 3 clusters Score -2007843 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2011741.250000 Penalty: 4806.263184
	Iteration 1F: 3 clusters Score -2011741 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2012280.125000 Penalty: 4806.263184
	Iteration 2F: 3 clusters Score -2012280 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2012846.000000 Penalty: 4806.263184
	Iteration 3F: 3 clusters Score -2012846 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2013531.625000 Penalty: 4806.263184
	Iteration 4F: 3 clusters Score -2013532 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2014328.000000 Penalty: 4806.263184
	Iteration 5F: 3 clusters Score -2014328 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2015116.750000 Penalty: 4806.263184
	Iteration 6F: 3 clusters Score -2015117 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2015802.625000 Penalty: 4806.263184
	Iteration 7F: 3 clusters Score -2015803 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2016342.500000 Penalty: 4806.263184
	Iteration 8Q: 3 clusters Score -2016342 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2016742.375000 Penalty: 4806.263184
	Iteration 9Q: 3 clusters Score -2016742 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2016992.750000 Penalty: 4806.263184
	Iteration 10Q: 3 clusters Score -2016993 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2017126.500000 Penalty: 4806.263184
	Iteration 11Q: 3 clusters Score -2017126 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2017220.375000 Penalty: 4806.263184
	Iteration 12Q: 3 clusters Score -2017220 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2017279.125000 Penalty: 4806.263184
	Iteration 13Q: 3 clusters Score -2017279 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2017332.750000 Penalty: 4806.263184
	Iteration 14Q: 3 clusters Score -2017333 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2017376.625000 Penalty: 4806.263184
	Iteration 15Q: 3 clusters Score -2017377 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2017399.875000 Penalty: 4806.263184
	Iteration 16Q: 3 clusters Score -2017400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2017426.250000 Penalty: 4806.263184
	Iteration 17Q: 3 clusters Score -2017426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2017432.500000 Penalty: 4806.263184
	Iteration 18Q: 3 clusters Score -2017432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2017442.500000 Penalty: 4806.263184
	Iteration 19Q: 3 clusters Score -2017442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2017463.625000 Penalty: 4806.263184
	Iteration 20F: 3 clusters Score -2017464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2017471.750000 Penalty: 4806.263184
	Iteration 21Q: 3 clusters Score -2017472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2017487.000000 Penalty: 4806.263184
	Iteration 22Q: 3 clusters Score -2017487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2017487.875000 Penalty: 4806.263184
	Iteration 23Q: 3 clusters Score -2017488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2017496.250000 Penalty: 4806.263184
	Iteration 24Q: 3 clusters Score -2017496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2017503.750000 Penalty: 4806.263184
	Iteration 25Q: 3 clusters Score -2017504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2017509.375000 Penalty: 4806.263184
	Iteration 26Q: 3 clusters Score -2017509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2017508.875000 Penalty: 4806.263184
	Iteration 27Q: 3 clusters Score -2017509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2017513.000000 Penalty: 4806.263184
	Iteration 28Q: 3 clusters Score -2017513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2017512.250000 Penalty: 4806.263184
	Iteration 29Q: 3 clusters Score -2017512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2017510.750000 Penalty: 4806.263184
	Iteration 30Q: 3 clusters Score -2017511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2017517.875000 Penalty: 4806.263184
	Iteration 31Q: 3 clusters Score -2017518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2017522.875000 Penalty: 4806.263184
	Iteration 32Q: 3 clusters Score -2017523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2017522.375000 Penalty: 4806.263184
	Iteration 33Q: 3 clusters Score -2017522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2017524.875000 Penalty: 4806.263184
	Iteration 34Q: 3 clusters Score -2017525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2017527.875000 Penalty: 4806.263184
	Iteration 35Q: 3 clusters Score -2017528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2017533.500000 Penalty: 4806.263184
	Iteration 36Q: 3 clusters Score -2017534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2017536.000000 Penalty: 4806.263184
	Iteration 37Q: 3 clusters Score -2017536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2017538.000000 Penalty: 4806.263184
	Iteration 38Q: 3 clusters Score -2017538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2017541.125000 Penalty: 4806.263184
	Iteration 39Q: 3 clusters Score -2017541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2017540.000000 Penalty: 4806.263184
	Iteration 40F: 3 clusters Score -2017540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2017542.625000 Penalty: 4806.263184
	Iteration 41Q: 3 clusters Score -2017543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2017542.375000 Penalty: 4806.263184
	Iteration 42Q: 3 clusters Score -2017542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2017540.125000 Penalty: 4806.263184
	Iteration 43Q: 3 clusters Score -2017540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2017543.250000 Penalty: 4806.263184
	Iteration 44Q: 3 clusters Score -2017543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2017547.375000 Penalty: 4806.263184
	Iteration 45Q: 3 clusters Score -2017547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2017546.875000 Penalty: 4806.263184
	Iteration 46Q: 3 clusters Score -2017547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2017545.250000 Penalty: 4806.263184
	Iteration 47Q: 3 clusters Score -2017545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2017545.375000 Penalty: 4806.263184
	Iteration 48Q: 3 clusters Score -2017545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2017548.625000 Penalty: 4806.263184
	Iteration 49Q: 3 clusters Score -2017549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2017549.750000 Penalty: 4806.263184
	Iteration 50Q: 3 clusters Score -2017550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2017546.875000 Penalty: 4806.263184
	Iteration 51Q: 3 clusters Score -2017547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2017548.250000 Penalty: 4806.263184
	Iteration 52Q: 3 clusters Score -2017548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2017547.500000 Penalty: 4806.263184
	Iteration 53Q: 3 clusters Score -2017548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2017548.125000 Penalty: 4806.263184
	Iteration 54Q: 3 clusters Score -2017548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2017548.125000 Penalty: 4806.263184
	Iteration 55F: 3 clusters Score -2017548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Entering Unmasked Estep 
Score: -3837289.500000 Penalty: 2560.890137
	Iteration 0F: 2 clusters Score -3837290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3816385.000000 Penalty: 5121.780273
	Iteration 0F: 3 clusters Score -3816385 nChanged 13772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3823842.750000 Penalty: 5121.780273
	Iteration 1F: 3 clusters Score -3823843 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3824357.750000 Penalty: 5121.780273
	Iteration 2Q: 3 clusters Score -3824358 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3824869.500000 Penalty: 5121.780273
	Iteration 3Q: 3 clusters Score -3824870 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3825508.750000 Penalty: 5121.780273
	Iteration 4Q: 3 clusters Score -3825509 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3826327.750000 Penalty: 5121.780273
	Iteration 5Q: 3 clusters Score -3826328 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3827379.000000 Penalty: 5121.780273
	Iteration 6F: 3 clusters Score -3827379 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3828604.000000 Penalty: 5121.780273
	Iteration 7F: 3 clusters Score -3828604 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3829813.250000 Penalty: 5121.780273
	Iteration 8F: 3 clusters Score -3829813 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3830859.500000 Penalty: 5121.780273
	Iteration 9F: 3 clusters Score -3830860 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3831545.750000 Penalty: 5121.780273
	Iteration 10Q: 3 clusters Score -3831546 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3832046.750000 Penalty: 5121.780273
	Iteration 11Q: 3 clusters Score -3832047 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -3832408.750000 Penalty: 5121.780273
	Iteration 12Q: 3 clusters Score -3832409 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3832720.000000 Penalty: 5121.780273
	Iteration 13Q: 3 clusters Score -3832720 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3832925.000000 Penalty: 5121.780273
	Iteration 14Q: 3 clusters Score -3832925 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3833095.500000 Penalty: 5121.780273
	Iteration 15Q: 3 clusters Score -3833096 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3833257.500000 Penalty: 5121.780273
	Iteration 16Q: 3 clusters Score -3833258 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3833382.500000 Penalty: 5121.780273
	Iteration 17Q: 3 clusters Score -3833382 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3833521.250000 Penalty: 5121.780273
	Iteration 18Q: 3 clusters Score -3833521 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3833603.750000 Penalty: 5121.780273
	Iteration 19Q: 3 clusters Score -3833604 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3833691.750000 Penalty: 5121.780273
	Iteration 20F: 3 clusters Score -3833692 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3833786.250000 Penalty: 5121.780273
	Iteration 21Q: 3 clusters Score -3833786 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3833838.750000 Penalty: 5121.780273
	Iteration 22Q: 3 clusters Score -3833839 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3833901.750000 Penalty: 5121.780273
	Iteration 23Q: 3 clusters Score -3833902 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3833937.750000 Penalty: 5121.780273
	Iteration 24Q: 3 clusters Score -3833938 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3833992.750000 Penalty: 5121.780273
	Iteration 25Q: 3 clusters Score -3833993 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3834025.500000 Penalty: 5121.780273
	Iteration 26Q: 3 clusters Score -3834026 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3834054.500000 Penalty: 5121.780273
	Iteration 27Q: 3 clusters Score -3834054 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3834093.250000 Penalty: 5121.780273
	Iteration 28Q: 3 clusters Score -3834093 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3834126.250000 Penalty: 5121.780273
	Iteration 29Q: 3 clusters Score -3834126 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3834141.250000 Penalty: 5121.780273
	Iteration 30Q: 3 clusters Score -3834141 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3834158.500000 Penalty: 5121.780273
	Iteration 31Q: 3 clusters Score -3834158 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3834173.250000 Penalty: 5121.780273
	Iteration 32Q: 3 clusters Score -3834173 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -3834184.750000 Penalty: 5121.780273
	Iteration 33Q: 3 clusters Score -3834185 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -3834169.250000 Penalty: 5121.780273
	Iteration 34Q: 3 clusters Score -3834169 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3834210.500000 Penalty: 5121.780273
	Iteration 35Q: 3 clusters Score -3834210 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -3834221.750000 Penalty: 5121.780273
	Iteration 36Q: 3 clusters Score -3834222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3834231.250000 Penalty: 5121.780273
	Iteration 37Q: 3 clusters Score -3834231 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3834231.250000 Penalty: 5121.780273
	Iteration 38Q: 3 clusters Score -3834231 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3834246.250000 Penalty: 5121.780273
	Iteration 39Q: 3 clusters Score -3834246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3834245.250000 Penalty: 5121.780273
	Iteration 40F: 3 clusters Score -3834245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3834243.750000 Penalty: 5121.780273
	Iteration 41Q: 3 clusters Score -3834244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3834238.250000 Penalty: 5121.780273
	Iteration 42Q: 3 clusters Score -3834238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3834251.250000 Penalty: 5121.780273
	Iteration 43Q: 3 clusters Score -3834251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3834257.500000 Penalty: 5121.780273
	Iteration 44Q: 3 clusters Score -3834258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -3834264.000000 Penalty: 5121.780273
	Iteration 45Q: 3 clusters Score -3834264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3834274.750000 Penalty: 5121.780273
	Iteration 46Q: 3 clusters Score -3834275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -3834278.250000 Penalty: 5121.780273
	Iteration 47Q: 3 clusters Score -3834278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -3834278.000000 Penalty: 5121.780273
	Iteration 48Q: 3 clusters Score -3834278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -3834277.750000 Penalty: 5121.780273
	Iteration 49Q: 3 clusters Score -3834278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -3834273.750000 Penalty: 5121.780273
	Iteration 50Q: 3 clusters Score -3834274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -3834276.250000 Penalty: 5121.780273
	Iteration 51Q: 3 clusters Score -3834276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3834278.250000 Penalty: 5121.780273
	Iteration 52Q: 3 clusters Score -3834278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3834274.000000 Penalty: 5121.780273
	Iteration 53Q: 3 clusters Score -3834274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -3834279.000000 Penalty: 5121.780273
	Iteration 54Q: 3 clusters Score -3834279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3834278.500000 Penalty: 5121.780273
	Iteration 55Q: 3 clusters Score -3834278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3834275.750000 Penalty: 5121.780273
	Iteration 56Q: 3 clusters Score -3834276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3834275.000000 Penalty: 5121.780273
	Iteration 57Q: 3 clusters Score -3834275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3834273.000000 Penalty: 5121.780273
	Iteration 58Q: 3 clusters Score -3834273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3834274.750000 Penalty: 5121.780273
	Iteration 59Q: 3 clusters Score -3834275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3834273.750000 Penalty: 5121.780273
	Iteration 60F: 3 clusters Score -3834274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3834272.000000 Penalty: 5121.780273
	Iteration 61Q: 3 clusters Score -3834272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3834272.000000 Penalty: 5121.780273
	Iteration 62F: 3 clusters Score -3834272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Entering Unmasked Estep 
Score: -1824323.750000 Penalty: 2388.200195
	Iteration 0F: 2 clusters Score -1824324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1813363.000000 Penalty: 4776.400391
	Iteration 0F: 3 clusters Score -1813363 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1816828.000000 Penalty: 4776.400391
	Iteration 1F: 3 clusters Score -1816828 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1817231.250000 Penalty: 4776.400391
	Iteration 2F: 3 clusters Score -1817231 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1817606.750000 Penalty: 4776.400391
	Iteration 3Q: 3 clusters Score -1817607 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1818026.375000 Penalty: 4776.400391
	Iteration 4Q: 3 clusters Score -1818026 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1818599.375000 Penalty: 4776.400391
	Iteration 5F: 3 clusters Score -1818599 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1819384.000000 Penalty: 4776.400391
	Iteration 6F: 3 clusters Score -1819384 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1820385.750000 Penalty: 4776.400391
	Iteration 7F: 3 clusters Score -1820386 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1821370.375000 Penalty: 4776.400391
	Iteration 8F: 3 clusters Score -1821370 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1822211.625000 Penalty: 4776.400391
	Iteration 9F: 3 clusters Score -1822212 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1822935.875000 Penalty: 4776.400391
	Iteration 10F: 3 clusters Score -1822936 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1823551.875000 Penalty: 4776.400391
	Iteration 11Q: 3 clusters Score -1823552 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1824066.875000 Penalty: 4776.400391
	Iteration 12Q: 3 clusters Score -1824067 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1824333.500000 Penalty: 4776.400391
	Iteration 13Q: 3 clusters Score -1824334 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1824462.500000 Penalty: 4776.400391
	Iteration 14Q: 3 clusters Score -1824462 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1824520.375000 Penalty: 4776.400391
	Iteration 15Q: 3 clusters Score -1824520 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1824547.375000 Penalty: 4776.400391
	Iteration 16Q: 3 clusters Score -1824547 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1824566.375000 Penalty: 4776.400391
	Iteration 17Q: 3 clusters Score -1824566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1824572.250000 Penalty: 4776.400391
	Iteration 18Q: 3 clusters Score -1824572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1824577.625000 Penalty: 4776.400391
	Iteration 19Q: 3 clusters Score -1824578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1824580.625000 Penalty: 4776.400391
	Iteration 20F: 3 clusters Score -1824581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1824585.375000 Penalty: 4776.400391
	Iteration 21Q: 3 clusters Score -1824585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1824591.375000 Penalty: 4776.400391
	Iteration 22Q: 3 clusters Score -1824591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1824587.250000 Penalty: 4776.400391
	Iteration 23Q: 3 clusters Score -1824587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1824590.125000 Penalty: 4776.400391
	Iteration 24Q: 3 clusters Score -1824590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1824590.000000 Penalty: 4776.400391
	Iteration 25Q: 3 clusters Score -1824590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1824587.000000 Penalty: 4776.400391
	Iteration 26Q: 3 clusters Score -1824587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1824589.000000 Penalty: 4776.400391
	Iteration 27Q: 3 clusters Score -1824589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1824589.000000 Penalty: 4776.400391
	Iteration 28F: 3 clusters Score -1824589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 15256 members 
Mstep: Class 4 contains 284031 members 
Mstep: Class 5 contains 7660 members 
Mstep: Class 6 contains 44097 members 
Mstep: Class 7 contains 43074 members 
Mstep: Class 8 contains 9758 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 30521 members 
Mstep: Class 12 contains 7131 members 
Mstep: Class 13 contains 52923 members 
Mstep: Class 14 contains 104448 members 
Mstep: Class 15 contains 39334 members 
Mstep: Class 16 contains 105732 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9021 members 
Mstep: Class 19 contains 53748 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 21 contains 45571 members 
Mstep: Class 22 contains 14651 members 
Mstep: Class 23 contains 74011 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9446 members 
Mstep: Class 26 contains 78351 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5739 members 
Mstep: Class 29 contains 153327 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 8081 members 
Entering Unmasked Estep 
Score: -157741984.000000 Penalty: 111509.140625
Splitting cluster 12 changes total score from -157742832.000000 to -157741984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (52923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Entering Unmasked Estep 
Score: -6832076.000000 Penalty: 2697.395264
	Iteration 0F: 2 clusters Score -6832076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -6796442.500000 Penalty: 5394.790527
	Iteration 0F: 3 clusters Score -6796442 nChanged 24473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -6810279.500000 Penalty: 5394.790527
	Iteration 1F: 3 clusters Score -6810280 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -6810947.000000 Penalty: 5394.790527
	Iteration 2Q: 3 clusters Score -6810947 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -6811674.000000 Penalty: 5394.790527
	Iteration 3Q: 3 clusters Score -6811674 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -6812576.000000 Penalty: 5394.790527
	Iteration 4Q: 3 clusters Score -6812576 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -6813670.000000 Penalty: 5394.790527
	Iteration 5Q: 3 clusters Score -6813670 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -6814881.500000 Penalty: 5394.790527
	Iteration 6Q: 3 clusters Score -6814882 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -6816327.500000 Penalty: 5394.790527
	Iteration 7F: 3 clusters Score -6816328 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -6818166.500000 Penalty: 5394.790527
	Iteration 8F: 3 clusters Score -6818166 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -6820502.500000 Penalty: 5394.790527
	Iteration 9F: 3 clusters Score -6820502 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -6823164.000000 Penalty: 5394.790527
	Iteration 10F: 3 clusters Score -6823164 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -6825712.500000 Penalty: 5394.790527
	Iteration 11F: 3 clusters Score -6825712 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -6827675.000000 Penalty: 5394.790527
	Iteration 12Q: 3 clusters Score -6827675 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -6828904.000000 Penalty: 5394.790527
	Iteration 13Q: 3 clusters Score -6828904 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -6829619.000000 Penalty: 5394.790527
	Iteration 14Q: 3 clusters Score -6829619 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -6830059.500000 Penalty: 5394.790527
	Iteration 15Q: 3 clusters Score -6830060 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -6830306.500000 Penalty: 5394.790527
	Iteration 16Q: 3 clusters Score -6830306 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -6830463.500000 Penalty: 5394.790527
	Iteration 17Q: 3 clusters Score -6830464 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -6830588.500000 Penalty: 5394.790527
	Iteration 18Q: 3 clusters Score -6830588 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -6830679.000000 Penalty: 5394.790527
	Iteration 19Q: 3 clusters Score -6830679 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -6830729.500000 Penalty: 5394.790527
	Iteration 20F: 3 clusters Score -6830730 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -6830797.000000 Penalty: 5394.790527
	Iteration 21Q: 3 clusters Score -6830797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -6830849.000000 Penalty: 5394.790527
	Iteration 22Q: 3 clusters Score -6830849 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -6830859.500000 Penalty: 5394.790527
	Iteration 23Q: 3 clusters Score -6830860 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -6830875.000000 Penalty: 5394.790527
	Iteration 24Q: 3 clusters Score -6830875 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -6830903.000000 Penalty: 5394.790527
	Iteration 25Q: 3 clusters Score -6830903 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -6830921.500000 Penalty: 5394.790527
	Iteration 26Q: 3 clusters Score -6830922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -6830922.000000 Penalty: 5394.790527
	Iteration 27Q: 3 clusters Score -6830922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -6830923.500000 Penalty: 5394.790527
	Iteration 28Q: 3 clusters Score -6830924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -6830922.000000 Penalty: 5394.790527
	Iteration 29Q: 3 clusters Score -6830922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -6830929.000000 Penalty: 5394.790527
	Iteration 30Q: 3 clusters Score -6830929 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -6830927.500000 Penalty: 5394.790527
	Iteration 31Q: 3 clusters Score -6830928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -6830930.000000 Penalty: 5394.790527
	Iteration 32Q: 3 clusters Score -6830930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -6830941.000000 Penalty: 5394.790527
	Iteration 33Q: 3 clusters Score -6830941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -6830942.000000 Penalty: 5394.790527
	Iteration 34Q: 3 clusters Score -6830942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -6830956.500000 Penalty: 5394.790527
	Iteration 35Q: 3 clusters Score -6830956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -6830961.500000 Penalty: 5394.790527
	Iteration 36Q: 3 clusters Score -6830962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -6830955.500000 Penalty: 5394.790527
	Iteration 37Q: 3 clusters Score -6830956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -6830950.500000 Penalty: 5394.790527
	Iteration 38Q: 3 clusters Score -6830950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -6830961.500000 Penalty: 5394.790527
	Iteration 39Q: 3 clusters Score -6830962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -6830959.500000 Penalty: 5394.790527
	Iteration 40F: 3 clusters Score -6830960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -6830957.500000 Penalty: 5394.790527
	Iteration 41Q: 3 clusters Score -6830958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -6830962.500000 Penalty: 5394.790527
	Iteration 42Q: 3 clusters Score -6830962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -6830966.500000 Penalty: 5394.790527
	Iteration 43Q: 3 clusters Score -6830966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -6830962.500000 Penalty: 5394.790527
	Iteration 44Q: 3 clusters Score -6830962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -6830968.000000 Penalty: 5394.790527
	Iteration 45Q: 3 clusters Score -6830968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -6830966.500000 Penalty: 5394.790527
	Iteration 46Q: 3 clusters Score -6830966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -6830965.500000 Penalty: 5394.790527
	Iteration 47Q: 3 clusters Score -6830966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -6830974.000000 Penalty: 5394.790527
	Iteration 48Q: 3 clusters Score -6830974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -6830969.000000 Penalty: 5394.790527
	Iteration 49Q: 3 clusters Score -6830969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -6830967.000000 Penalty: 5394.790527
	Iteration 50Q: 3 clusters Score -6830967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -6830972.500000 Penalty: 5394.790527
	Iteration 51Q: 3 clusters Score -6830972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -6830968.000000 Penalty: 5394.790527
	Iteration 52Q: 3 clusters Score -6830968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -6830968.000000 Penalty: 5394.790527
	Iteration 53F: 3 clusters Score -6830968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104448 members 
Entering Unmasked Estep 
Score: -13140128.000000 Penalty: 2865.998047
	Iteration 0F: 2 clusters Score -1.314013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -13070600.000000 Penalty: 5731.996094
	Iteration 0F: 3 clusters Score -1.30706e+07 nChanged 49238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -13098557.000000 Penalty: 5731.996094
	Iteration 1F: 3 clusters Score -1.309856e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -13099407.000000 Penalty: 5731.996094
	Iteration 2Q: 3 clusters Score -1.309941e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -13100140.000000 Penalty: 5731.996094
	Iteration 3Q: 3 clusters Score -1.310014e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -13101063.000000 Penalty: 5731.996094
	Iteration 4Q: 3 clusters Score -1.310106e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -13102182.000000 Penalty: 5731.996094
	Iteration 5Q: 3 clusters Score -1.310218e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -13103674.000000 Penalty: 5731.996094
	Iteration 6Q: 3 clusters Score -1.310367e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -13106039.000000 Penalty: 5731.996094
	Iteration 7Q: 3 clusters Score -1.310604e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -13109375.000000 Penalty: 5731.996094
	Iteration 8F: 3 clusters Score -1.310938e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -13113754.000000 Penalty: 5731.996094
	Iteration 9F: 3 clusters Score -1.311375e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -13118600.000000 Penalty: 5731.996094
	Iteration 10F: 3 clusters Score -1.31186e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -13123223.000000 Penalty: 5731.996094
	Iteration 11F: 3 clusters Score -1.312322e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 90262 members 
Entering Unmasked Estep 
Score: -13127513.000000 Penalty: 5731.996094
	Iteration 12F: 3 clusters Score -1.312751e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 94747 members 
Entering Unmasked Estep 
Score: -13130974.000000 Penalty: 5731.996094
	Iteration 13Q: 3 clusters Score -1.313097e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
Score: -13133515.000000 Penalty: 5731.996094
	Iteration 14Q: 3 clusters Score -1.313352e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -13135248.000000 Penalty: 5731.996094
	Iteration 15Q: 3 clusters Score -1.313525e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 101780 members 
Entering Unmasked Estep 
Score: -13136254.000000 Penalty: 5731.996094
	Iteration 16Q: 3 clusters Score -1.313625e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 102580 members 
Entering Unmasked Estep 
Score: -13136891.000000 Penalty: 5731.996094
	Iteration 17Q: 3 clusters Score -1.313689e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 103037 members 
Entering Unmasked Estep 
Score: -13137202.000000 Penalty: 5731.996094
	Iteration 18Q: 3 clusters Score -1.31372e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -13137368.000000 Penalty: 5731.996094
	Iteration 19Q: 3 clusters Score -1.313737e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 103433 members 
Entering Unmasked Estep 
Score: -13137502.000000 Penalty: 5731.996094
	Iteration 20F: 3 clusters Score -1.31375e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -13137567.000000 Penalty: 5731.996094
	Iteration 21Q: 3 clusters Score -1.313757e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 103590 members 
Entering Unmasked Estep 
Score: -13137614.000000 Penalty: 5731.996094
	Iteration 22Q: 3 clusters Score -1.313761e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -13137633.000000 Penalty: 5731.996094
	Iteration 23Q: 3 clusters Score -1.313763e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 103655 members 
Entering Unmasked Estep 
Score: -13137662.000000 Penalty: 5731.996094
	Iteration 24Q: 3 clusters Score -1.313766e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -13137688.000000 Penalty: 5731.996094
	Iteration 25Q: 3 clusters Score -1.313769e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 103700 members 
Entering Unmasked Estep 
Score: -13137737.000000 Penalty: 5731.996094
	Iteration 26Q: 3 clusters Score -1.313774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -13137729.000000 Penalty: 5731.996094
	Iteration 27Q: 3 clusters Score -1.313773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 103729 members 
Entering Unmasked Estep 
Score: -13137739.000000 Penalty: 5731.996094
	Iteration 28Q: 3 clusters Score -1.313774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 103739 members 
Entering Unmasked Estep 
Score: -13137736.000000 Penalty: 5731.996094
	Iteration 29Q: 3 clusters Score -1.313774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 103746 members 
Entering Unmasked Estep 
Score: -13137748.000000 Penalty: 5731.996094
	Iteration 30Q: 3 clusters Score -1.313775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 103756 members 
Entering Unmasked Estep 
Score: -13137769.000000 Penalty: 5731.996094
	Iteration 31Q: 3 clusters Score -1.313777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 103760 members 
Entering Unmasked Estep 
Score: -13137767.000000 Penalty: 5731.996094
	Iteration 32Q: 3 clusters Score -1.313777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 103761 members 
Entering Unmasked Estep 
Score: -13137769.000000 Penalty: 5731.996094
	Iteration 33Q: 3 clusters Score -1.313777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 103760 members 
Entering Unmasked Estep 
Score: -13137767.000000 Penalty: 5731.996094
	Iteration 34Q: 3 clusters Score -1.313777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 103762 members 
Entering Unmasked Estep 
Score: -13137770.000000 Penalty: 5731.996094
	Iteration 35Q: 3 clusters Score -1.313777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 103763 members 
Entering Unmasked Estep 
Score: -13137772.000000 Penalty: 5731.996094
	Iteration 36Q: 3 clusters Score -1.313777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -13137777.000000 Penalty: 5731.996094
	Iteration 37Q: 3 clusters Score -1.313778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -13137792.000000 Penalty: 5731.996094
	Iteration 38Q: 3 clusters Score -1.313779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -13137799.000000 Penalty: 5731.996094
	Iteration 39Q: 3 clusters Score -1.31378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 103797 members 
Entering Unmasked Estep 
Score: -13137821.000000 Penalty: 5731.996094
	Iteration 40F: 3 clusters Score -1.313782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -13137822.000000 Penalty: 5731.996094
	Iteration 41Q: 3 clusters Score -1.313782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 103811 members 
Entering Unmasked Estep 
Score: -13137822.000000 Penalty: 5731.996094
	Iteration 42Q: 3 clusters Score -1.313782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 103814 members 
Entering Unmasked Estep 
Score: -13137817.000000 Penalty: 5731.996094
	Iteration 43Q: 3 clusters Score -1.313782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 103815 members 
Entering Unmasked Estep 
Score: -13137817.000000 Penalty: 5731.996094
	Iteration 44Q: 3 clusters Score -1.313782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 103819 members 
Entering Unmasked Estep 
Score: -13137831.000000 Penalty: 5731.996094
	Iteration 45Q: 3 clusters Score -1.313783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -13137832.000000 Penalty: 5731.996094
	Iteration 46Q: 3 clusters Score -1.313783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 103827 members 
Entering Unmasked Estep 
Score: -13137837.000000 Penalty: 5731.996094
	Iteration 47Q: 3 clusters Score -1.313784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 103828 members 
Entering Unmasked Estep 
Score: -13137839.000000 Penalty: 5731.996094
	Iteration 48Q: 3 clusters Score -1.313784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -13137843.000000 Penalty: 5731.996094
	Iteration 49Q: 3 clusters Score -1.313784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 103827 members 
Entering Unmasked Estep 
Score: -13137841.000000 Penalty: 5731.996094
	Iteration 50Q: 3 clusters Score -1.313784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -13137842.000000 Penalty: 5731.996094
	Iteration 51Q: 3 clusters Score -1.313784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 103833 members 
Entering Unmasked Estep 
Score: -13137849.000000 Penalty: 5731.996094
	Iteration 52Q: 3 clusters Score -1.313785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 103838 members 
Entering Unmasked Estep 
Score: -13137840.000000 Penalty: 5731.996094
	Iteration 53Q: 3 clusters Score -1.313784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 103847 members 
Entering Unmasked Estep 
Score: -13137858.000000 Penalty: 5731.996094
	Iteration 54Q: 3 clusters Score -1.313786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 103848 members 
Entering Unmasked Estep 
Score: -13137860.000000 Penalty: 5731.996094
	Iteration 55Q: 3 clusters Score -1.313786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 103850 members 
Entering Unmasked Estep 
Score: -13137865.000000 Penalty: 5731.996094
	Iteration 56Q: 3 clusters Score -1.313786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 103852 members 
Entering Unmasked Estep 
Score: -13137868.000000 Penalty: 5731.996094
	Iteration 57Q: 3 clusters Score -1.313787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 103852 members 
Entering Unmasked Estep 
Score: -13137870.000000 Penalty: 5731.996094
	Iteration 58Q: 3 clusters Score -1.313787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -13137873.000000 Penalty: 5731.996094
	Iteration 59Q: 3 clusters Score -1.313787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 103854 members 
Entering Unmasked Estep 
Score: -13137876.000000 Penalty: 5731.996094
	Iteration 60F: 3 clusters Score -1.313788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 103854 members 
Entering Unmasked Estep 
Score: -13137877.000000 Penalty: 5731.996094
	Iteration 61Q: 3 clusters Score -1.313788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -13137882.000000 Penalty: 5731.996094
	Iteration 62Q: 3 clusters Score -1.313788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 103854 members 
Entering Unmasked Estep 
Score: -13137882.000000 Penalty: 5731.996094
	Iteration 63Q: 3 clusters Score -1.313788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 103855 members 
Entering Unmasked Estep 
Score: -13137882.000000 Penalty: 5731.996094
	Iteration 64Q: 3 clusters Score -1.313788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 103856 members 
Entering Unmasked Estep 
Score: -13137878.000000 Penalty: 5731.996094
	Iteration 65Q: 3 clusters Score -1.313788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 103856 members 
Entering Unmasked Estep 
Score: -13137878.000000 Penalty: 5731.996094
	Iteration 66F: 3 clusters Score -1.313788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Entering Unmasked Estep 
Score: -4788690.500000 Penalty: 2623.801514
	Iteration 0F: 2 clusters Score -4788690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -4761973.500000 Penalty: 5247.603027
	Iteration 0F: 3 clusters Score -4761974 nChanged 18047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -4772128.500000 Penalty: 5247.603027
	Iteration 1F: 3 clusters Score -4772128 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4772786.000000 Penalty: 5247.603027
	Iteration 2Q: 3 clusters Score -4772786 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -4773517.000000 Penalty: 5247.603027
	Iteration 3Q: 3 clusters Score -4773517 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4774227.000000 Penalty: 5247.603027
	Iteration 4Q: 3 clusters Score -4774227 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4775156.500000 Penalty: 5247.603027
	Iteration 5Q: 3 clusters Score -4775156 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4776278.000000 Penalty: 5247.603027
	Iteration 6F: 3 clusters Score -4776278 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -4777657.500000 Penalty: 5247.603027
	Iteration 7F: 3 clusters Score -4777658 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4779162.000000 Penalty: 5247.603027
	Iteration 8F: 3 clusters Score -4779162 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -4780694.000000 Penalty: 5247.603027
	Iteration 9F: 3 clusters Score -4780694 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -4782162.500000 Penalty: 5247.603027
	Iteration 10F: 3 clusters Score -4782162 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4783511.500000 Penalty: 5247.603027
	Iteration 11Q: 3 clusters Score -4783512 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -4784659.000000 Penalty: 5247.603027
	Iteration 12Q: 3 clusters Score -4784659 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4785570.500000 Penalty: 5247.603027
	Iteration 13Q: 3 clusters Score -4785570 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4786171.500000 Penalty: 5247.603027
	Iteration 14Q: 3 clusters Score -4786172 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4786558.000000 Penalty: 5247.603027
	Iteration 15Q: 3 clusters Score -4786558 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4786767.000000 Penalty: 5247.603027
	Iteration 16Q: 3 clusters Score -4786767 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4786880.000000 Penalty: 5247.603027
	Iteration 17Q: 3 clusters Score -4786880 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4786930.500000 Penalty: 5247.603027
	Iteration 18Q: 3 clusters Score -4786930 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4786983.500000 Penalty: 5247.603027
	Iteration 19Q: 3 clusters Score -4786984 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4787007.500000 Penalty: 5247.603027
	Iteration 20F: 3 clusters Score -4787008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4787016.500000 Penalty: 5247.603027
	Iteration 21Q: 3 clusters Score -4787016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4787022.000000 Penalty: 5247.603027
	Iteration 22Q: 3 clusters Score -4787022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4787039.500000 Penalty: 5247.603027
	Iteration 23Q: 3 clusters Score -4787040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4787046.500000 Penalty: 5247.603027
	Iteration 24Q: 3 clusters Score -4787046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4787056.500000 Penalty: 5247.603027
	Iteration 25Q: 3 clusters Score -4787056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4787069.000000 Penalty: 5247.603027
	Iteration 26Q: 3 clusters Score -4787069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4787061.000000 Penalty: 5247.603027
	Iteration 27Q: 3 clusters Score -4787061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4787070.000000 Penalty: 5247.603027
	Iteration 28Q: 3 clusters Score -4787070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4787072.000000 Penalty: 5247.603027
	Iteration 29Q: 3 clusters Score -4787072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4787075.000000 Penalty: 5247.603027
	Iteration 30Q: 3 clusters Score -4787075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4787077.000000 Penalty: 5247.603027
	Iteration 31Q: 3 clusters Score -4787077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4787086.000000 Penalty: 5247.603027
	Iteration 32Q: 3 clusters Score -4787086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4787086.000000 Penalty: 5247.603027
	Iteration 33Q: 3 clusters Score -4787086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4787087.000000 Penalty: 5247.603027
	Iteration 34Q: 3 clusters Score -4787087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4787089.000000 Penalty: 5247.603027
	Iteration 35Q: 3 clusters Score -4787089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4787092.500000 Penalty: 5247.603027
	Iteration 36Q: 3 clusters Score -4787092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4787096.000000 Penalty: 5247.603027
	Iteration 37Q: 3 clusters Score -4787096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4787107.500000 Penalty: 5247.603027
	Iteration 38Q: 3 clusters Score -4787108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4787105.500000 Penalty: 5247.603027
	Iteration 39Q: 3 clusters Score -4787106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4787108.000000 Penalty: 5247.603027
	Iteration 40F: 3 clusters Score -4787108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4787105.500000 Penalty: 5247.603027
	Iteration 41Q: 3 clusters Score -4787106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4787104.500000 Penalty: 5247.603027
	Iteration 42Q: 3 clusters Score -4787104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4787100.500000 Penalty: 5247.603027
	Iteration 43Q: 3 clusters Score -4787100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4787109.000000 Penalty: 5247.603027
	Iteration 44Q: 3 clusters Score -4787109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4787106.500000 Penalty: 5247.603027
	Iteration 45Q: 3 clusters Score -4787106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4787106.500000 Penalty: 5247.603027
	Iteration 46F: 3 clusters Score -4787106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (105732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105732 members 
Entering Unmasked Estep 
Score: -13411699.000000 Penalty: 2869.028320
	Iteration 0F: 2 clusters Score -1.34117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -13341016.000000 Penalty: 5738.056641
	Iteration 0F: 3 clusters Score -1.334102e+07 nChanged 50106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -13370352.000000 Penalty: 5738.056641
	Iteration 1F: 3 clusters Score -1.337035e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -13372332.000000 Penalty: 5738.056641
	Iteration 2Q: 3 clusters Score -1.337233e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -13375677.000000 Penalty: 5738.056641
	Iteration 3F: 3 clusters Score -1.337568e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -13380729.000000 Penalty: 5738.056641
	Iteration 4F: 3 clusters Score -1.338073e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -13386485.000000 Penalty: 5738.056641
	Iteration 5F: 3 clusters Score -1.338648e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -13391749.000000 Penalty: 5738.056641
	Iteration 6F: 3 clusters Score -1.339175e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -13395687.000000 Penalty: 5738.056641
	Iteration 7F: 3 clusters Score -1.339569e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 87982 members 
Entering Unmasked Estep 
Score: -13398644.000000 Penalty: 5738.056641
	Iteration 8Q: 3 clusters Score -1.339864e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 91731 members 
Entering Unmasked Estep 
Score: -13401003.000000 Penalty: 5738.056641
	Iteration 9Q: 3 clusters Score -1.3401e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -13403012.000000 Penalty: 5738.056641
	Iteration 10Q: 3 clusters Score -1.340301e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 97712 members 
Entering Unmasked Estep 
Score: -13404751.000000 Penalty: 5738.056641
	Iteration 11Q: 3 clusters Score -1.340475e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 99840 members 
Entering Unmasked Estep 
Score: -13406110.000000 Penalty: 5738.056641
	Iteration 12Q: 3 clusters Score -1.340611e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -13407179.000000 Penalty: 5738.056641
	Iteration 13Q: 3 clusters Score -1.340718e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 102570 members 
Entering Unmasked Estep 
Score: -13407926.000000 Penalty: 5738.056641
	Iteration 14Q: 3 clusters Score -1.340793e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 103382 members 
Entering Unmasked Estep 
Score: -13408420.000000 Penalty: 5738.056641
	Iteration 15Q: 3 clusters Score -1.340842e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 103867 members 
Entering Unmasked Estep 
Score: -13408741.000000 Penalty: 5738.056641
	Iteration 16Q: 3 clusters Score -1.340874e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 104180 members 
Entering Unmasked Estep 
Score: -13408903.000000 Penalty: 5738.056641
	Iteration 17Q: 3 clusters Score -1.34089e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -13408997.000000 Penalty: 5738.056641
	Iteration 18Q: 3 clusters Score -1.3409e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 104527 members 
Entering Unmasked Estep 
Score: -13409050.000000 Penalty: 5738.056641
	Iteration 19Q: 3 clusters Score -1.340905e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -13409126.000000 Penalty: 5738.056641
	Iteration 20F: 3 clusters Score -1.340913e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 104698 members 
Entering Unmasked Estep 
Score: -13409198.000000 Penalty: 5738.056641
	Iteration 21Q: 3 clusters Score -1.34092e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -13409218.000000 Penalty: 5738.056641
	Iteration 22Q: 3 clusters Score -1.340922e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 104794 members 
Entering Unmasked Estep 
Score: -13409245.000000 Penalty: 5738.056641
	Iteration 23Q: 3 clusters Score -1.340924e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 104828 members 
Entering Unmasked Estep 
Score: -13409285.000000 Penalty: 5738.056641
	Iteration 24Q: 3 clusters Score -1.340928e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 104863 members 
Entering Unmasked Estep 
Score: -13409330.000000 Penalty: 5738.056641
	Iteration 25Q: 3 clusters Score -1.340933e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 104888 members 
Entering Unmasked Estep 
Score: -13409331.000000 Penalty: 5738.056641
	Iteration 26Q: 3 clusters Score -1.340933e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 104910 members 
Entering Unmasked Estep 
Score: -13409353.000000 Penalty: 5738.056641
	Iteration 27Q: 3 clusters Score -1.340935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 104925 members 
Entering Unmasked Estep 
Score: -13409373.000000 Penalty: 5738.056641
	Iteration 28Q: 3 clusters Score -1.340937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 104935 members 
Entering Unmasked Estep 
Score: -13409377.000000 Penalty: 5738.056641
	Iteration 29Q: 3 clusters Score -1.340938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 104940 members 
Entering Unmasked Estep 
Score: -13409376.000000 Penalty: 5738.056641
	Iteration 30Q: 3 clusters Score -1.340938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 104942 members 
Entering Unmasked Estep 
Score: -13409394.000000 Penalty: 5738.056641
	Iteration 31Q: 3 clusters Score -1.340939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -13409399.000000 Penalty: 5738.056641
	Iteration 32Q: 3 clusters Score -1.34094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 104959 members 
Entering Unmasked Estep 
Score: -13409410.000000 Penalty: 5738.056641
	Iteration 33Q: 3 clusters Score -1.340941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 104967 members 
Entering Unmasked Estep 
Score: -13409408.000000 Penalty: 5738.056641
	Iteration 34Q: 3 clusters Score -1.340941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 104974 members 
Entering Unmasked Estep 
Score: -13409401.000000 Penalty: 5738.056641
	Iteration 35Q: 3 clusters Score -1.34094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 104977 members 
Entering Unmasked Estep 
Score: -13409413.000000 Penalty: 5738.056641
	Iteration 36Q: 3 clusters Score -1.340941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -13409419.000000 Penalty: 5738.056641
	Iteration 37Q: 3 clusters Score -1.340942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 104985 members 
Entering Unmasked Estep 
Score: -13409406.000000 Penalty: 5738.056641
	Iteration 38Q: 3 clusters Score -1.340941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 104986 members 
Entering Unmasked Estep 
Score: -13409410.000000 Penalty: 5738.056641
	Iteration 39Q: 3 clusters Score -1.340941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 104986 members 
Entering Unmasked Estep 
Score: -13409410.000000 Penalty: 5738.056641
	Iteration 40F: 3 clusters Score -1.340941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -276848.562500 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -276848.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -273991.562500 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -273991.6 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -274661.593750 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -274661.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -275068.687500 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -275068.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -275548.468750 Penalty: 3852.562988
	Iteration 3F: 3 clusters Score -275548.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -276245.500000 Penalty: 3852.562988
	Iteration 4F: 3 clusters Score -276245.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -276850.062500 Penalty: 3852.562988
	Iteration 5F: 3 clusters Score -276850.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -277401.125000 Penalty: 3852.562988
	Iteration 6F: 3 clusters Score -277401.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -277676.000000 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -277676 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -277807.843750 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -277807.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -277837.000000 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -277837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -277855.125000 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -277855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -277856.625000 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -277856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -277858.093750 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -277858.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -277858.968750 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -277859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -277859.531250 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -277859.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -277862.031250 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -277862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -277862.031250 Penalty: 3852.562988
	Iteration 16F: 3 clusters Score -277862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 15256 members 
Mstep: Class 4 contains 284031 members 
Mstep: Class 5 contains 7660 members 
Mstep: Class 6 contains 44097 members 
Mstep: Class 7 contains 43074 members 
Mstep: Class 8 contains 9758 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 30521 members 
Mstep: Class 12 contains 15212 members 
Mstep: Class 13 contains 52923 members 
Mstep: Class 14 contains 104448 members 
Mstep: Class 15 contains 39334 members 
Mstep: Class 16 contains 105732 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 9021 members 
Mstep: Class 19 contains 53748 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 21 contains 45571 members 
Mstep: Class 22 contains 14651 members 
Mstep: Class 23 contains 74011 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9446 members 
Mstep: Class 26 contains 78351 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5739 members 
Mstep: Class 29 contains 153327 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 1482 members 
Entering Unmasked Estep 
Score: -157742416.000000 Penalty: 111509.140625
Splitting cluster 17 changes total score from -157742832.000000 to -157742416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Entering Unmasked Estep 
Score: -1116620.625000 Penalty: 2258.613037
	Iteration 0F: 2 clusters Score -1116621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1109512.750000 Penalty: 4517.226074
	Iteration 0F: 3 clusters Score -1109513 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1111517.375000 Penalty: 4517.226074
	Iteration 1F: 3 clusters Score -1111517 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1111799.750000 Penalty: 4517.226074
	Iteration 2F: 3 clusters Score -1111800 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1111997.250000 Penalty: 4517.226074
	Iteration 3Q: 3 clusters Score -1111997 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1112153.500000 Penalty: 4517.226074
	Iteration 4Q: 3 clusters Score -1112154 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1112282.625000 Penalty: 4517.226074
	Iteration 5Q: 3 clusters Score -1112283 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1112373.625000 Penalty: 4517.226074
	Iteration 6Q: 3 clusters Score -1112374 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1112445.750000 Penalty: 4517.226074
	Iteration 7Q: 3 clusters Score -1112446 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1112495.000000 Penalty: 4517.226074
	Iteration 8Q: 3 clusters Score -1112495 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1112542.875000 Penalty: 4517.226074
	Iteration 9Q: 3 clusters Score -1112543 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1112584.375000 Penalty: 4517.226074
	Iteration 10Q: 3 clusters Score -1112584 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1112637.875000 Penalty: 4517.226074
	Iteration 11Q: 3 clusters Score -1112638 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1112693.500000 Penalty: 4517.226074
	Iteration 12Q: 3 clusters Score -1112694 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1112761.250000 Penalty: 4517.226074
	Iteration 13Q: 3 clusters Score -1112761 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1112847.875000 Penalty: 4517.226074
	Iteration 14Q: 3 clusters Score -1112848 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1112945.625000 Penalty: 4517.226074
	Iteration 15Q: 3 clusters Score -1112946 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1113070.500000 Penalty: 4517.226074
	Iteration 16Q: 3 clusters Score -1113070 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1113217.875000 Penalty: 4517.226074
	Iteration 17Q: 3 clusters Score -1113218 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1113374.375000 Penalty: 4517.226074
	Iteration 18Q: 3 clusters Score -1113374 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1113557.500000 Penalty: 4517.226074
	Iteration 19Q: 3 clusters Score -1113558 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1113738.375000 Penalty: 4517.226074
	Iteration 20F: 3 clusters Score -1113738 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1113936.625000 Penalty: 4517.226074
	Iteration 21Q: 3 clusters Score -1113937 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1114134.125000 Penalty: 4517.226074
	Iteration 22Q: 3 clusters Score -1114134 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1114355.750000 Penalty: 4517.226074
	Iteration 23Q: 3 clusters Score -1114356 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1114626.500000 Penalty: 4517.226074
	Iteration 24Q: 3 clusters Score -1114626 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1114892.500000 Penalty: 4517.226074
	Iteration 25Q: 3 clusters Score -1114892 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1115092.625000 Penalty: 4517.226074
	Iteration 26Q: 3 clusters Score -1115093 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1115213.125000 Penalty: 4517.226074
	Iteration 27Q: 3 clusters Score -1115213 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1115312.625000 Penalty: 4517.226074
	Iteration 28Q: 3 clusters Score -1115313 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1115419.750000 Penalty: 4517.226074
	Iteration 29Q: 3 clusters Score -1115420 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1115529.000000 Penalty: 4517.226074
	Iteration 30Q: 3 clusters Score -1115529 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1115607.625000 Penalty: 4517.226074
	Iteration 31Q: 3 clusters Score -1115608 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1115668.750000 Penalty: 4517.226074
	Iteration 32Q: 3 clusters Score -1115669 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1115711.125000 Penalty: 4517.226074
	Iteration 33Q: 3 clusters Score -1115711 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1115748.875000 Penalty: 4517.226074
	Iteration 34Q: 3 clusters Score -1115749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1115774.750000 Penalty: 4517.226074
	Iteration 35Q: 3 clusters Score -1115775 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1115807.000000 Penalty: 4517.226074
	Iteration 36Q: 3 clusters Score -1115807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1115825.625000 Penalty: 4517.226074
	Iteration 37Q: 3 clusters Score -1115826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1115837.375000 Penalty: 4517.226074
	Iteration 38Q: 3 clusters Score -1115837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1115849.625000 Penalty: 4517.226074
	Iteration 39Q: 3 clusters Score -1115850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1115850.750000 Penalty: 4517.226074
	Iteration 40F: 3 clusters Score -1115851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1115854.125000 Penalty: 4517.226074
	Iteration 41Q: 3 clusters Score -1115854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1115860.000000 Penalty: 4517.226074
	Iteration 42Q: 3 clusters Score -1115860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1115860.125000 Penalty: 4517.226074
	Iteration 43Q: 3 clusters Score -1115860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1115861.500000 Penalty: 4517.226074
	Iteration 44Q: 3 clusters Score -1115862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1115862.125000 Penalty: 4517.226074
	Iteration 45Q: 3 clusters Score -1115862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1115864.000000 Penalty: 4517.226074
	Iteration 46Q: 3 clusters Score -1115864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1115866.750000 Penalty: 4517.226074
	Iteration 47Q: 3 clusters Score -1115867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1115865.125000 Penalty: 4517.226074
	Iteration 48Q: 3 clusters Score -1115865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1115865.125000 Penalty: 4517.226074
	Iteration 49Q: 3 clusters Score -1115865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1115865.125000 Penalty: 4517.226074
	Iteration 50F: 3 clusters Score -1115865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Entering Unmasked Estep 
Score: -6995118.000000 Penalty: 2701.231445
	Iteration 0F: 2 clusters Score -6995118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -6958731.500000 Penalty: 5402.462891
	Iteration 0F: 3 clusters Score -6958732 nChanged 25013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -6972478.000000 Penalty: 5402.462891
	Iteration 1F: 3 clusters Score -6972478 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -6973078.000000 Penalty: 5402.462891
	Iteration 2Q: 3 clusters Score -6973078 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -6973815.000000 Penalty: 5402.462891
	Iteration 3Q: 3 clusters Score -6973815 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -6974789.500000 Penalty: 5402.462891
	Iteration 4Q: 3 clusters Score -6974790 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -6976303.000000 Penalty: 5402.462891
	Iteration 5F: 3 clusters Score -6976303 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -6978585.500000 Penalty: 5402.462891
	Iteration 6F: 3 clusters Score -6978586 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -6981755.000000 Penalty: 5402.462891
	Iteration 7F: 3 clusters Score -6981755 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -6985218.000000 Penalty: 5402.462891
	Iteration 8F: 3 clusters Score -6985218 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -6988122.000000 Penalty: 5402.462891
	Iteration 9F: 3 clusters Score -6988122 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -6990055.500000 Penalty: 5402.462891
	Iteration 10Q: 3 clusters Score -6990056 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -6991185.500000 Penalty: 5402.462891
	Iteration 11Q: 3 clusters Score -6991186 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -6991895.000000 Penalty: 5402.462891
	Iteration 12Q: 3 clusters Score -6991895 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -6992340.000000 Penalty: 5402.462891
	Iteration 13Q: 3 clusters Score -6992340 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -6992561.500000 Penalty: 5402.462891
	Iteration 14Q: 3 clusters Score -6992562 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -6992684.500000 Penalty: 5402.462891
	Iteration 15Q: 3 clusters Score -6992684 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -6992771.500000 Penalty: 5402.462891
	Iteration 16Q: 3 clusters Score -6992772 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -6992833.000000 Penalty: 5402.462891
	Iteration 17Q: 3 clusters Score -6992833 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -6992880.000000 Penalty: 5402.462891
	Iteration 18Q: 3 clusters Score -6992880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -6992926.000000 Penalty: 5402.462891
	Iteration 19Q: 3 clusters Score -6992926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -6992958.500000 Penalty: 5402.462891
	Iteration 20F: 3 clusters Score -6992958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -6992998.500000 Penalty: 5402.462891
	Iteration 21Q: 3 clusters Score -6992998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -6993021.500000 Penalty: 5402.462891
	Iteration 22Q: 3 clusters Score -6993022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -6993052.000000 Penalty: 5402.462891
	Iteration 23Q: 3 clusters Score -6993052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -6993114.500000 Penalty: 5402.462891
	Iteration 24Q: 3 clusters Score -6993114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -6993159.000000 Penalty: 5402.462891
	Iteration 25Q: 3 clusters Score -6993159 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -6993193.500000 Penalty: 5402.462891
	Iteration 26Q: 3 clusters Score -6993194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -6993218.500000 Penalty: 5402.462891
	Iteration 27Q: 3 clusters Score -6993218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -6993248.500000 Penalty: 5402.462891
	Iteration 28Q: 3 clusters Score -6993248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -6993272.000000 Penalty: 5402.462891
	Iteration 29Q: 3 clusters Score -6993272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -6993281.000000 Penalty: 5402.462891
	Iteration 30Q: 3 clusters Score -6993281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -6993297.000000 Penalty: 5402.462891
	Iteration 31Q: 3 clusters Score -6993297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -6993315.500000 Penalty: 5402.462891
	Iteration 32Q: 3 clusters Score -6993316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -6993325.000000 Penalty: 5402.462891
	Iteration 33Q: 3 clusters Score -6993325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -6993332.500000 Penalty: 5402.462891
	Iteration 34Q: 3 clusters Score -6993332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -6993337.000000 Penalty: 5402.462891
	Iteration 35Q: 3 clusters Score -6993337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -6993335.500000 Penalty: 5402.462891
	Iteration 36Q: 3 clusters Score -6993336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -6993339.500000 Penalty: 5402.462891
	Iteration 37Q: 3 clusters Score -6993340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -6993338.000000 Penalty: 5402.462891
	Iteration 38Q: 3 clusters Score -6993338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -6993338.000000 Penalty: 5402.462891
	Iteration 39F: 3 clusters Score -6993338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Entering Unmasked Estep 
Score: -1573835.125000 Penalty: 2329.194092
	Iteration 0F: 2 clusters Score -1573835 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 5989 members 
Entering Unmasked Estep 
Score: -1564855.375000 Penalty: 4658.388184
	Iteration 0F: 3 clusters Score -1564855 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1567539.000000 Penalty: 4658.388184
	Iteration 1F: 3 clusters Score -1567539 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1567858.000000 Penalty: 4658.388184
	Iteration 2F: 3 clusters Score -1567858 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1568092.250000 Penalty: 4658.388184
	Iteration 3Q: 3 clusters Score -1568092 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1568274.625000 Penalty: 4658.388184
	Iteration 4Q: 3 clusters Score -1568275 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1568433.250000 Penalty: 4658.388184
	Iteration 5Q: 3 clusters Score -1568433 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1568594.250000 Penalty: 4658.388184
	Iteration 6Q: 3 clusters Score -1568594 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1568770.125000 Penalty: 4658.388184
	Iteration 7Q: 3 clusters Score -1568770 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1569008.375000 Penalty: 4658.388184
	Iteration 8Q: 3 clusters Score -1569008 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1569297.500000 Penalty: 4658.388184
	Iteration 9Q: 3 clusters Score -1569298 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1569598.250000 Penalty: 4658.388184
	Iteration 10Q: 3 clusters Score -1569598 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1569898.875000 Penalty: 4658.388184
	Iteration 11Q: 3 clusters Score -1569899 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1570170.125000 Penalty: 4658.388184
	Iteration 12Q: 3 clusters Score -1570170 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1570409.250000 Penalty: 4658.388184
	Iteration 13Q: 3 clusters Score -1570409 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1570594.875000 Penalty: 4658.388184
	Iteration 14Q: 3 clusters Score -1570595 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1570718.625000 Penalty: 4658.388184
	Iteration 15Q: 3 clusters Score -1570719 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1570794.875000 Penalty: 4658.388184
	Iteration 16Q: 3 clusters Score -1570795 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1570845.000000 Penalty: 4658.388184
	Iteration 17Q: 3 clusters Score -1570845 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1570879.375000 Penalty: 4658.388184
	Iteration 18Q: 3 clusters Score -1570879 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1570915.750000 Penalty: 4658.388184
	Iteration 19Q: 3 clusters Score -1570916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1570933.625000 Penalty: 4658.388184
	Iteration 20F: 3 clusters Score -1570934 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1570961.375000 Penalty: 4658.388184
	Iteration 21Q: 3 clusters Score -1570961 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1570980.125000 Penalty: 4658.388184
	Iteration 22Q: 3 clusters Score -1570980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1570997.500000 Penalty: 4658.388184
	Iteration 23Q: 3 clusters Score -1570998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1571011.250000 Penalty: 4658.388184
	Iteration 24Q: 3 clusters Score -1571011 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1571024.625000 Penalty: 4658.388184
	Iteration 25Q: 3 clusters Score -1571025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1571035.875000 Penalty: 4658.388184
	Iteration 26Q: 3 clusters Score -1571036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1571048.750000 Penalty: 4658.388184
	Iteration 27Q: 3 clusters Score -1571049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1571062.125000 Penalty: 4658.388184
	Iteration 28Q: 3 clusters Score -1571062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1571085.250000 Penalty: 4658.388184
	Iteration 29Q: 3 clusters Score -1571085 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1571096.125000 Penalty: 4658.388184
	Iteration 30Q: 3 clusters Score -1571096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1571113.000000 Penalty: 4658.388184
	Iteration 31Q: 3 clusters Score -1571113 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1571141.750000 Penalty: 4658.388184
	Iteration 32Q: 3 clusters Score -1571142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1571158.375000 Penalty: 4658.388184
	Iteration 33Q: 3 clusters Score -1571158 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1571185.375000 Penalty: 4658.388184
	Iteration 34Q: 3 clusters Score -1571185 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1571207.250000 Penalty: 4658.388184
	Iteration 35Q: 3 clusters Score -1571207 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1571231.875000 Penalty: 4658.388184
	Iteration 36Q: 3 clusters Score -1571232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1571249.250000 Penalty: 4658.388184
	Iteration 37Q: 3 clusters Score -1571249 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1571266.625000 Penalty: 4658.388184
	Iteration 38Q: 3 clusters Score -1571267 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1571278.875000 Penalty: 4658.388184
	Iteration 39Q: 3 clusters Score -1571279 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1571290.500000 Penalty: 4658.388184
	Iteration 40F: 3 clusters Score -1571290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1571306.125000 Penalty: 4658.388184
	Iteration 41Q: 3 clusters Score -1571306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1571313.375000 Penalty: 4658.388184
	Iteration 42Q: 3 clusters Score -1571313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1571327.000000 Penalty: 4658.388184
	Iteration 43Q: 3 clusters Score -1571327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1571339.000000 Penalty: 4658.388184
	Iteration 44Q: 3 clusters Score -1571339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1571350.875000 Penalty: 4658.388184
	Iteration 45Q: 3 clusters Score -1571351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1571353.000000 Penalty: 4658.388184
	Iteration 46Q: 3 clusters Score -1571353 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1571365.750000 Penalty: 4658.388184
	Iteration 47Q: 3 clusters Score -1571366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1571378.375000 Penalty: 4658.388184
	Iteration 48Q: 3 clusters Score -1571378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1571381.250000 Penalty: 4658.388184
	Iteration 49Q: 3 clusters Score -1571381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1571390.125000 Penalty: 4658.388184
	Iteration 50Q: 3 clusters Score -1571390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1571402.250000 Penalty: 4658.388184
	Iteration 51Q: 3 clusters Score -1571402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1571402.625000 Penalty: 4658.388184
	Iteration 52Q: 3 clusters Score -1571403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1571411.375000 Penalty: 4658.388184
	Iteration 53Q: 3 clusters Score -1571411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1571413.375000 Penalty: 4658.388184
	Iteration 54Q: 3 clusters Score -1571413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1571414.875000 Penalty: 4658.388184
	Iteration 55Q: 3 clusters Score -1571415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1571417.625000 Penalty: 4658.388184
	Iteration 56Q: 3 clusters Score -1571418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1571418.625000 Penalty: 4658.388184
	Iteration 57Q: 3 clusters Score -1571419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1571417.125000 Penalty: 4658.388184
	Iteration 58Q: 3 clusters Score -1571417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1571422.750000 Penalty: 4658.388184
	Iteration 59Q: 3 clusters Score -1571423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1571426.625000 Penalty: 4658.388184
	Iteration 60F: 3 clusters Score -1571427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1571426.875000 Penalty: 4658.388184
	Iteration 61Q: 3 clusters Score -1571427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1571430.125000 Penalty: 4658.388184
	Iteration 62Q: 3 clusters Score -1571430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1571428.000000 Penalty: 4658.388184
	Iteration 63Q: 3 clusters Score -1571428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1571430.000000 Penalty: 4658.388184
	Iteration 64Q: 3 clusters Score -1571430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1571431.250000 Penalty: 4658.388184
	Iteration 65Q: 3 clusters Score -1571431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1571432.875000 Penalty: 4658.388184
	Iteration 66Q: 3 clusters Score -1571433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1571433.250000 Penalty: 4658.388184
	Iteration 67Q: 3 clusters Score -1571433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1571434.000000 Penalty: 4658.388184
	Iteration 68Q: 3 clusters Score -1571434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1571431.500000 Penalty: 4658.388184
	Iteration 69Q: 3 clusters Score -1571432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1571440.625000 Penalty: 4658.388184
	Iteration 70Q: 3 clusters Score -1571441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1571437.375000 Penalty: 4658.388184
	Iteration 71Q: 3 clusters Score -1571437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1571442.250000 Penalty: 4658.388184
	Iteration 72Q: 3 clusters Score -1571442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1571441.000000 Penalty: 4658.388184
	Iteration 73Q: 3 clusters Score -1571441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1571440.375000 Penalty: 4658.388184
	Iteration 74Q: 3 clusters Score -1571440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1571437.250000 Penalty: 4658.388184
	Iteration 75Q: 3 clusters Score -1571437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1571437.250000 Penalty: 4658.388184
	Iteration 76F: 3 clusters Score -1571437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Entering Unmasked Estep 
Score: -5916491.000000 Penalty: 2660.302734
	Iteration 0F: 2 clusters Score -5916491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -5885380.000000 Penalty: 5320.605469
	Iteration 0F: 3 clusters Score -5885380 nChanged 21055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5897039 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5897526 nChanged 1649
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5897924 nChanged 1566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5898326 nChanged 1517
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Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5898821 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5899290 nChanged 1734
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Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5899950 nChanged 1869
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Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5900782 nChanged 2080
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Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5901940 nChanged 2511
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5903720 nChanged 2721
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -5906016 nChanged 2740
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -5908424 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -5910282 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -5911425.500000 Penalty: 5320.605469
	Iteration 14Q: 3 clusters Score -5911426 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5912207 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5912716 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5913062 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5913332 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5913576 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -5913757.500000 Penalty: 5320.605469
	Iteration 20F: 3 clusters Score -5913758 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -5913941.000000 Penalty: 5320.605469
	Iteration 21Q: 3 clusters Score -5913941 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -5914043.500000 Penalty: 5320.605469
	Iteration 22Q: 3 clusters Score -5914044 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -5914156.500000 Penalty: 5320.605469
	Iteration 23Q: 3 clusters Score -5914156 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -5914235.500000 Penalty: 5320.605469
	Iteration 24Q: 3 clusters Score -5914236 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -5914285.000000 Penalty: 5320.605469
	Iteration 25Q: 3 clusters Score -5914285 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -5914321.000000 Penalty: 5320.605469
	Iteration 26Q: 3 clusters Score -5914321 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -5914360.500000 Penalty: 5320.605469
	Iteration 27Q: 3 clusters Score -5914360 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -5914387.000000 Penalty: 5320.605469
	Iteration 28Q: 3 clusters Score -5914387 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -5914431.500000 Penalty: 5320.605469
	Iteration 29Q: 3 clusters Score -5914432 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5914432 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -5914436.000000 Penalty: 5320.605469
	Iteration 31Q: 3 clusters Score -5914436 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5914446 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5914459 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5914451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5914446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5914444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5914465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5914466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -5914474.000000 Penalty: 5320.605469
	Iteration 39Q: 3 clusters Score -5914474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -5914482.500000 Penalty: 5320.605469
	Iteration 40F: 3 clusters Score -5914482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -5914474.000000 Penalty: 5320.605469
	Iteration 41Q: 3 clusters Score -5914474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -5914474.000000 Penalty: 5320.605469
	Iteration 42Q: 3 clusters Score -5914474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -5914474.000000 Penalty: 5320.605469
	Iteration 43Q: 3 clusters Score -5914474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -5914488.500000 Penalty: 5320.605469
	Iteration 44Q: 3 clusters Score -5914488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -5914479.000000 Penalty: 5320.605469
	Iteration 45Q: 3 clusters Score -5914479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -5914482.000000 Penalty: 5320.605469
	Iteration 46Q: 3 clusters Score -5914482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -5914487.000000 Penalty: 5320.605469
	Iteration 47Q: 3 clusters Score -5914487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -5914490.000000 Penalty: 5320.605469
	Iteration 48Q: 3 clusters Score -5914490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -5914492.000000 Penalty: 5320.605469
	Iteration 49Q: 3 clusters Score -5914492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -5914500.000000 Penalty: 5320.605469
	Iteration 50Q: 3 clusters Score -5914500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -5914488.000000 Penalty: 5320.605469
	Iteration 51Q: 3 clusters Score -5914488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -5914494.000000 Penalty: 5320.605469
	Iteration 52Q: 3 clusters Score -5914494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -5914498.500000 Penalty: 5320.605469
	Iteration 53Q: 3 clusters Score -5914498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -5914506.500000 Penalty: 5320.605469
	Iteration 54Q: 3 clusters Score -5914506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -5914501.000000 Penalty: 5320.605469
	Iteration 55Q: 3 clusters Score -5914501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -5914502.000000 Penalty: 5320.605469
	Iteration 56Q: 3 clusters Score -5914502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -5914505.000000 Penalty: 5320.605469
	Iteration 57Q: 3 clusters Score -5914505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -5914498.500000 Penalty: 5320.605469
	Iteration 58Q: 3 clusters Score -5914498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5914501.000000 Penalty: 5320.605469
	Iteration 59Q: 3 clusters Score -5914501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -5914502.000000 Penalty: 5320.605469
	Iteration 60F: 3 clusters Score -5914502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -5914498.500000 Penalty: 5320.605469
	Iteration 61Q: 3 clusters Score -5914498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -5914491.500000 Penalty: 5320.605469
	Iteration 62Q: 3 clusters Score -5914492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -5914496.000000 Penalty: 5320.605469
	Iteration 63Q: 3 clusters Score -5914496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -5914486.000000 Penalty: 5320.605469
	Iteration 64Q: 3 clusters Score -5914486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -5914491.000000 Penalty: 5320.605469
	Iteration 65Q: 3 clusters Score -5914491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -5914487.500000 Penalty: 5320.605469
	Iteration 66Q: 3 clusters Score -5914488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -5914492.500000 Penalty: 5320.605469
	Iteration 67Q: 3 clusters Score -5914492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -5914497.000000 Penalty: 5320.605469
	Iteration 68Q: 3 clusters Score -5914497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5914487.500000 Penalty: 5320.605469
	Iteration 69Q: 3 clusters Score -5914488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -5914482.000000 Penalty: 5320.605469
	Iteration 70Q: 3 clusters Score -5914482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5914484.500000 Penalty: 5320.605469
	Iteration 71Q: 3 clusters Score -5914484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -5914486.500000 Penalty: 5320.605469
	Iteration 72Q: 3 clusters Score -5914486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -5914490.000000 Penalty: 5320.605469
	Iteration 73Q: 3 clusters Score -5914490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -5914492.500000 Penalty: 5320.605469
	Iteration 74Q: 3 clusters Score -5914492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -5914487.000000 Penalty: 5320.605469
	Iteration 75Q: 3 clusters Score -5914487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -5914484.500000 Penalty: 5320.605469
	Iteration 76Q: 3 clusters Score -5914484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -5914481.000000 Penalty: 5320.605469
	Iteration 77Q: 3 clusters Score -5914481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -5914481.500000 Penalty: 5320.605469
	Iteration 78Q: 3 clusters Score -5914482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -5914480.500000 Penalty: 5320.605469
	Iteration 79Q: 3 clusters Score -5914480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5914483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5914484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -5914484.500000 Penalty: 5320.605469
	Iteration 82Q: 3 clusters Score -5914484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -5914485.000000 Penalty: 5320.605469
	Iteration 83Q: 3 clusters Score -5914485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -5914484.500000 Penalty: 5320.605469
	Iteration 84Q: 3 clusters Score -5914484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -5914481.000000 Penalty: 5320.605469
	Iteration 85Q: 3 clusters Score -5914481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -5914478.500000 Penalty: 5320.605469
	Iteration 86Q: 3 clusters Score -5914478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5914483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
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	Iteration 88F: 3 clusters Score -5914483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14651 members 
Entering Unmasked Estep 
Score: -1753915.875000 Penalty: 2378.881592
	Iteration 0F: 2 clusters Score -1753916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1743280 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1746725 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1747190 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1747651 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1748094.250000 Penalty: 4757.763184
	Iteration 4F: 3 clusters Score -1748094 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1748520.250000 Penalty: 4757.763184
	Iteration 5F: 3 clusters Score -1748520 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1748941.875000 Penalty: 4757.763184
	Iteration 6Q: 3 clusters Score -1748942 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1749388.375000 Penalty: 4757.763184
	Iteration 7Q: 3 clusters Score -1749388 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1749903.250000 Penalty: 4757.763184
	Iteration 8Q: 3 clusters Score -1749903 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1750397.750000 Penalty: 4757.763184
	Iteration 9Q: 3 clusters Score -1750398 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1750791.000000 Penalty: 4757.763184
	Iteration 10Q: 3 clusters Score -1750791 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1751115.125000 Penalty: 4757.763184
	Iteration 11Q: 3 clusters Score -1751115 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1751346.875000 Penalty: 4757.763184
	Iteration 12Q: 3 clusters Score -1751347 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1751489.500000 Penalty: 4757.763184
	Iteration 13Q: 3 clusters Score -1751490 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1751593.250000 Penalty: 4757.763184
	Iteration 14Q: 3 clusters Score -1751593 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1751655.125000 Penalty: 4757.763184
	Iteration 15Q: 3 clusters Score -1751655 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1751710.125000 Penalty: 4757.763184
	Iteration 16Q: 3 clusters Score -1751710 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1751751.000000 Penalty: 4757.763184
	Iteration 17Q: 3 clusters Score -1751751 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1751790.250000 Penalty: 4757.763184
	Iteration 18Q: 3 clusters Score -1751790 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1751823.000000 Penalty: 4757.763184
	Iteration 19Q: 3 clusters Score -1751823 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1751858.125000 Penalty: 4757.763184
	Iteration 20F: 3 clusters Score -1751858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1751886.000000 Penalty: 4757.763184
	Iteration 21Q: 3 clusters Score -1751886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1751907.625000 Penalty: 4757.763184
	Iteration 22Q: 3 clusters Score -1751908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1751922.375000 Penalty: 4757.763184
	Iteration 23Q: 3 clusters Score -1751922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1751936.500000 Penalty: 4757.763184
	Iteration 24Q: 3 clusters Score -1751936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1751947.750000 Penalty: 4757.763184
	Iteration 25Q: 3 clusters Score -1751948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1751957.875000 Penalty: 4757.763184
	Iteration 26Q: 3 clusters Score -1751958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1751964.250000 Penalty: 4757.763184
	Iteration 27Q: 3 clusters Score -1751964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1751968.625000 Penalty: 4757.763184
	Iteration 28Q: 3 clusters Score -1751969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1751976.875000 Penalty: 4757.763184
	Iteration 29Q: 3 clusters Score -1751977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1751982.000000 Penalty: 4757.763184
	Iteration 30Q: 3 clusters Score -1751982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1751984.500000 Penalty: 4757.763184
	Iteration 31Q: 3 clusters Score -1751984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1751988.875000 Penalty: 4757.763184
	Iteration 32Q: 3 clusters Score -1751989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1751993.500000 Penalty: 4757.763184
	Iteration 33Q: 3 clusters Score -1751994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1751994.625000 Penalty: 4757.763184
	Iteration 34Q: 3 clusters Score -1751995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1751998.000000 Penalty: 4757.763184
	Iteration 35Q: 3 clusters Score -1751998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1752004.500000 Penalty: 4757.763184
	Iteration 36Q: 3 clusters Score -1752004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1752005.000000 Penalty: 4757.763184
	Iteration 37Q: 3 clusters Score -1752005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1752004.625000 Penalty: 4757.763184
	Iteration 38Q: 3 clusters Score -1752005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1752005.625000 Penalty: 4757.763184
	Iteration 39Q: 3 clusters Score -1752006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1752008.375000 Penalty: 4757.763184
	Iteration 40F: 3 clusters Score -1752008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1752010.375000 Penalty: 4757.763184
	Iteration 41Q: 3 clusters Score -1752010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1752007.750000 Penalty: 4757.763184
	Iteration 42Q: 3 clusters Score -1752008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1752011.875000 Penalty: 4757.763184
	Iteration 43Q: 3 clusters Score -1752012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1752010.125000 Penalty: 4757.763184
	Iteration 44Q: 3 clusters Score -1752010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1752010.125000 Penalty: 4757.763184
	Iteration 45F: 3 clusters Score -1752010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (74011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Entering Unmasked Estep 
Score: -9472537.000000 Penalty: 2780.568359
	Iteration 0F: 2 clusters Score -9472537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -9422940.000000 Penalty: 5561.136719
	Iteration 0F: 3 clusters Score -9422940 nChanged 34749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -9442337.000000 Penalty: 5561.136719
	Iteration 1F: 3 clusters Score -9442337 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -9442966.000000 Penalty: 5561.136719
	Iteration 2Q: 3 clusters Score -9442966 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -9443752.000000 Penalty: 5561.136719
	Iteration 3Q: 3 clusters Score -9443752 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -9444789.000000 Penalty: 5561.136719
	Iteration 4Q: 3 clusters Score -9444789 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -9446750.000000 Penalty: 5561.136719
	Iteration 5F: 3 clusters Score -9446750 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -9450056.000000 Penalty: 5561.136719
	Iteration 6F: 3 clusters Score -9450056 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -9454888.000000 Penalty: 5561.136719
	Iteration 7F: 3 clusters Score -9454888 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -9460646.000000 Penalty: 5561.136719
	Iteration 8F: 3 clusters Score -9460646 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -9465507.000000 Penalty: 5561.136719
	Iteration 9F: 3 clusters Score -9465507 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -9468407.000000 Penalty: 5561.136719
	Iteration 10Q: 3 clusters Score -9468407 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -9469913.000000 Penalty: 5561.136719
	Iteration 11Q: 3 clusters Score -9469913 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -9470566.000000 Penalty: 5561.136719
	Iteration 12Q: 3 clusters Score -9470566 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72107 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9470781.000000 Penalty: 5561.136719
	Iteration 13Q: 3 clusters Score -9470781 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -9470904.000000 Penalty: 5561.136719
	Iteration 14Q: 3 clusters Score -9470904 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9470969.000000 Penalty: 5561.136719
	Iteration 15Q: 3 clusters Score -9470969 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9471011.000000 Penalty: 5561.136719
	Iteration 16Q: 3 clusters Score -9471011 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9471046.000000 Penalty: 5561.136719
	Iteration 17Q: 3 clusters Score -9471046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9471067.000000 Penalty: 5561.136719
	Iteration 18Q: 3 clusters Score -9471067 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72556 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9471067.000000 Penalty: 5561.136719
	Iteration 19Q: 3 clusters Score -9471067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -9471098.000000 Penalty: 5561.136719
	Iteration 20F: 3 clusters Score -9471098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -9471107.000000 Penalty: 5561.136719
	Iteration 21Q: 3 clusters Score -9471107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -9471113.000000 Penalty: 5561.136719
	Iteration 22Q: 3 clusters Score -9471113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72631 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9471116.000000 Penalty: 5561.136719
	Iteration 23Q: 3 clusters Score -9471116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9471123.000000 Penalty: 5561.136719
	Iteration 24Q: 3 clusters Score -9471123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72646 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9471136.000000 Penalty: 5561.136719
	Iteration 25Q: 3 clusters Score -9471136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -9471140.000000 Penalty: 5561.136719
	Iteration 26Q: 3 clusters Score -9471140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -9471136.000000 Penalty: 5561.136719
	Iteration 27Q: 3 clusters Score -9471136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9471144.000000 Penalty: 5561.136719
	Iteration 28Q: 3 clusters Score -9471144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72656 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9471145.000000 Penalty: 5561.136719
	Iteration 29Q: 3 clusters Score -9471145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -9471149.000000 Penalty: 5561.136719
	Iteration 30Q: 3 clusters Score -9471149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9471151.000000 Penalty: 5561.136719
	Iteration 31Q: 3 clusters Score -9471151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9471148.000000 Penalty: 5561.136719
	Iteration 32Q: 3 clusters Score -9471148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -9471149.000000 Penalty: 5561.136719
	Iteration 33Q: 3 clusters Score -9471149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -9471150.000000 Penalty: 5561.136719
	Iteration 34Q: 3 clusters Score -9471150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -9471150.000000 Penalty: 5561.136719
	Iteration 35F: 3 clusters Score -9471150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Entering Unmasked Estep 
Score: -453211.343750 Penalty: 2035.908569
	Iteration 0F: 2 clusters Score -453211.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -449571.750000 Penalty: 4071.817139
	Iteration 0F: 3 clusters Score -449571.8 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -450487.718750 Penalty: 4071.817139
	Iteration 1F: 3 clusters Score -450487.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -450756.687500 Penalty: 4071.817139
	Iteration 2F: 3 clusters Score -450756.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -450925.125000 Penalty: 4071.817139
	Iteration 3F: 3 clusters Score -450925.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -451053.687500 Penalty: 4071.817139
	Iteration 4Q: 3 clusters Score -451053.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -451168.625000 Penalty: 4071.817139
	Iteration 5Q: 3 clusters Score -451168.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -451272.593750 Penalty: 4071.817139
	Iteration 6Q: 3 clusters Score -451272.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -451351.812500 Penalty: 4071.817139
	Iteration 7Q: 3 clusters Score -451351.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -451408.031250 Penalty: 4071.817139
	Iteration 8Q: 3 clusters Score -451408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -451460.906250 Penalty: 4071.817139
	Iteration 9Q: 3 clusters Score -451460.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -451507.781250 Penalty: 4071.817139
	Iteration 10Q: 3 clusters Score -451507.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -451560.218750 Penalty: 4071.817139
	Iteration 11Q: 3 clusters Score -451560.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -451604.656250 Penalty: 4071.817139
	Iteration 12Q: 3 clusters Score -451604.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -451636.218750 Penalty: 4071.817139
	Iteration 13Q: 3 clusters Score -451636.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -451662.062500 Penalty: 4071.817139
	Iteration 14Q: 3 clusters Score -451662.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -451684.781250 Penalty: 4071.817139
	Iteration 15Q: 3 clusters Score -451684.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -451703.406250 Penalty: 4071.817139
	Iteration 16Q: 3 clusters Score -451703.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -451714.375000 Penalty: 4071.817139
	Iteration 17Q: 3 clusters Score -451714.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -451720.125000 Penalty: 4071.817139
	Iteration 18Q: 3 clusters Score -451720.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -451727.531250 Penalty: 4071.817139
	Iteration 19Q: 3 clusters Score -451727.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -451734.250000 Penalty: 4071.817139
	Iteration 20F: 3 clusters Score -451734.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -451740.406250 Penalty: 4071.817139
	Iteration 21Q: 3 clusters Score -451740.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -451744.375000 Penalty: 4071.817139
	Iteration 22Q: 3 clusters Score -451744.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -451750.281250 Penalty: 4071.817139
	Iteration 23Q: 3 clusters Score -451750.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -451755.281250 Penalty: 4071.817139
	Iteration 24Q: 3 clusters Score -451755.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -451763.187500 Penalty: 4071.817139
	Iteration 25Q: 3 clusters Score -451763.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -451770.218750 Penalty: 4071.817139
	Iteration 26Q: 3 clusters Score -451770.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -451776.968750 Penalty: 4071.817139
	Iteration 27Q: 3 clusters Score -451777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -451781.718750 Penalty: 4071.817139
	Iteration 28Q: 3 clusters Score -451781.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -451784.593750 Penalty: 4071.817139
	Iteration 29Q: 3 clusters Score -451784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -451785.906250 Penalty: 4071.817139
	Iteration 30Q: 3 clusters Score -451785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -451787.468750 Penalty: 4071.817139
	Iteration 31Q: 3 clusters Score -451787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -451789.562500 Penalty: 4071.817139
	Iteration 32Q: 3 clusters Score -451789.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -451790.562500 Penalty: 4071.817139
	Iteration 33Q: 3 clusters Score -451790.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -451790.562500 Penalty: 4071.817139
	Iteration 34F: 3 clusters Score -451790.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Entering Unmasked Estep 
Score: -1138989.375000 Penalty: 2270.030029
	Iteration 0F: 2 clusters Score -1138989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1131761.875000 Penalty: 4540.060059
	Iteration 0F: 3 clusters Score -1131762 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1133863.500000 Penalty: 4540.060059
	Iteration 1F: 3 clusters Score -1133864 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1134138.250000 Penalty: 4540.060059
	Iteration 2F: 3 clusters Score -1134138 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1134356.000000 Penalty: 4540.060059
	Iteration 3Q: 3 clusters Score -1134356 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1134584.375000 Penalty: 4540.060059
	Iteration 4Q: 3 clusters Score -1134584 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1134885.875000 Penalty: 4540.060059
	Iteration 5Q: 3 clusters Score -1134886 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1135208.375000 Penalty: 4540.060059
	Iteration 6Q: 3 clusters Score -1135208 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1135541.750000 Penalty: 4540.060059
	Iteration 7F: 3 clusters Score -1135542 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1135901.875000 Penalty: 4540.060059
	Iteration 8F: 3 clusters Score -1135902 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1136227.375000 Penalty: 4540.060059
	Iteration 9Q: 3 clusters Score -1136227 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1136487.375000 Penalty: 4540.060059
	Iteration 10Q: 3 clusters Score -1136487 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1136725.750000 Penalty: 4540.060059
	Iteration 11Q: 3 clusters Score -1136726 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1136979.000000 Penalty: 4540.060059
	Iteration 12Q: 3 clusters Score -1136979 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1137194.750000 Penalty: 4540.060059
	Iteration 13Q: 3 clusters Score -1137195 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1137379.125000 Penalty: 4540.060059
	Iteration 14Q: 3 clusters Score -1137379 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1137532.750000 Penalty: 4540.060059
	Iteration 15Q: 3 clusters Score -1137533 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1137660.250000 Penalty: 4540.060059
	Iteration 16Q: 3 clusters Score -1137660 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1137745.875000 Penalty: 4540.060059
	Iteration 17Q: 3 clusters Score -1137746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1137798.500000 Penalty: 4540.060059
	Iteration 18Q: 3 clusters Score -1137798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1137839.875000 Penalty: 4540.060059
	Iteration 19Q: 3 clusters Score -1137840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1137870.875000 Penalty: 4540.060059
	Iteration 20F: 3 clusters Score -1137871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1137888.125000 Penalty: 4540.060059
	Iteration 21Q: 3 clusters Score -1137888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1137892.625000 Penalty: 4540.060059
	Iteration 22Q: 3 clusters Score -1137893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1137901.500000 Penalty: 4540.060059
	Iteration 23Q: 3 clusters Score -1137902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1137909.625000 Penalty: 4540.060059
	Iteration 24Q: 3 clusters Score -1137910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1137914.750000 Penalty: 4540.060059
	Iteration 25Q: 3 clusters Score -1137915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1137917.625000 Penalty: 4540.060059
	Iteration 26Q: 3 clusters Score -1137918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1137921.375000 Penalty: 4540.060059
	Iteration 27Q: 3 clusters Score -1137921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1137923.750000 Penalty: 4540.060059
	Iteration 28Q: 3 clusters Score -1137924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1137923.250000 Penalty: 4540.060059
	Iteration 29Q: 3 clusters Score -1137923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1137925.375000 Penalty: 4540.060059
	Iteration 30Q: 3 clusters Score -1137925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1137925.000000 Penalty: 4540.060059
	Iteration 31Q: 3 clusters Score -1137925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1137923.750000 Penalty: 4540.060059
	Iteration 32Q: 3 clusters Score -1137924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1137925.500000 Penalty: 4540.060059
	Iteration 33Q: 3 clusters Score -1137926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1137927.875000 Penalty: 4540.060059
	Iteration 34Q: 3 clusters Score -1137928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1137927.875000 Penalty: 4540.060059
	Iteration 35F: 3 clusters Score -1137928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (78351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Entering Unmasked Estep 
Score: -10126679.000000 Penalty: 2794.700684
	Iteration 0F: 2 clusters Score -1.012668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -10074344.000000 Penalty: 5589.401367
	Iteration 0F: 3 clusters Score -1.007434e+07 nChanged 36694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -10095074.000000 Penalty: 5589.401367
	Iteration 1F: 3 clusters Score -1.009507e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -10095795.000000 Penalty: 5589.401367
	Iteration 2Q: 3 clusters Score -1.00958e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -10096651.000000 Penalty: 5589.401367
	Iteration 3Q: 3 clusters Score -1.009665e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -10097955.000000 Penalty: 5589.401367
	Iteration 4Q: 3 clusters Score -1.009796e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -10099980.000000 Penalty: 5589.401367
	Iteration 5Q: 3 clusters Score -1.009998e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -10103262.000000 Penalty: 5589.401367
	Iteration 6F: 3 clusters Score -1.010326e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -10108024.000000 Penalty: 5589.401367
	Iteration 7F: 3 clusters Score -1.010802e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -10113677.000000 Penalty: 5589.401367
	Iteration 8F: 3 clusters Score -1.011368e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -10118606.000000 Penalty: 5589.401367
	Iteration 9F: 3 clusters Score -1.011861e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -10121685.000000 Penalty: 5589.401367
	Iteration 10Q: 3 clusters Score -1.012168e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -10123087.000000 Penalty: 5589.401367
	Iteration 11Q: 3 clusters Score -1.012309e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10123668.000000 Penalty: 5589.401367
	Iteration 12Q: 3 clusters Score -1.012367e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10123874.000000 Penalty: 5589.401367
	Iteration 13Q: 3 clusters Score -1.012387e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77909 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10124029.000000 Penalty: 5589.401367
	Iteration 14Q: 3 clusters Score -1.012403e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10124111.000000 Penalty: 5589.401367
	Iteration 15Q: 3 clusters Score -1.012411e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10124150.000000 Penalty: 5589.401367
	Iteration 16Q: 3 clusters Score -1.012415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10124176.000000 Penalty: 5589.401367
	Iteration 17Q: 3 clusters Score -1.012418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10124198.000000 Penalty: 5589.401367
	Iteration 18Q: 3 clusters Score -1.01242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10124207.000000 Penalty: 5589.401367
	Iteration 19Q: 3 clusters Score -1.012421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10124218.000000 Penalty: 5589.401367
	Iteration 20F: 3 clusters Score -1.012422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10124217.000000 Penalty: 5589.401367
	Iteration 21Q: 3 clusters Score -1.012422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78032 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10124221.000000 Penalty: 5589.401367
	Iteration 22Q: 3 clusters Score -1.012422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10124228.000000 Penalty: 5589.401367
	Iteration 23Q: 3 clusters Score -1.012423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10124230.000000 Penalty: 5589.401367
	Iteration 24Q: 3 clusters Score -1.012423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78036 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10124243.000000 Penalty: 5589.401367
	Iteration 25Q: 3 clusters Score -1.012424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10124247.000000 Penalty: 5589.401367
	Iteration 26Q: 3 clusters Score -1.012425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78038 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10124249.000000 Penalty: 5589.401367
	Iteration 27Q: 3 clusters Score -1.012425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78038 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10124249.000000 Penalty: 5589.401367
	Iteration 28F: 3 clusters Score -1.012425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -93409.226562 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -93409.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91623.023438 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -91623.02 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91869.515625 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -91869.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91954.437500 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -91954.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91980.554688 Penalty: 3305.546875
	Iteration 3Q: 3 clusters Score -91980.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91995.718750 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -91995.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92003.984375 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -92003.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92011.976562 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -92011.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92018.578125 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -92018.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92021.992188 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -92021.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92022.515625 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -92022.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92025.281250 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -92025.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92028.804688 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -92028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92032.835938 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -92032.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92034.078125 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -92034.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92034.078125 Penalty: 3305.546875
	Iteration 14F: 3 clusters Score -92034.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -700769.625000 Penalty: 2146.450195
	Iteration 0F: 2 clusters Score -700769.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -695804.062500 Penalty: 4292.900391
	Iteration 0F: 3 clusters Score -695804.1 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -697032.250000 Penalty: 4292.900391
	Iteration 1F: 3 clusters Score -697032.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -697265.812500 Penalty: 4292.900391
	Iteration 2F: 3 clusters Score -697265.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -697419.375000 Penalty: 4292.900391
	Iteration 3Q: 3 clusters Score -697419.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -697543.937500 Penalty: 4292.900391
	Iteration 4Q: 3 clusters Score -697543.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -697621.750000 Penalty: 4292.900391
	Iteration 5Q: 3 clusters Score -697621.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -697691.000000 Penalty: 4292.900391
	Iteration 6Q: 3 clusters Score -697691 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -697742.312500 Penalty: 4292.900391
	Iteration 7Q: 3 clusters Score -697742.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -697774.812500 Penalty: 4292.900391
	Iteration 8Q: 3 clusters Score -697774.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -697804.875000 Penalty: 4292.900391
	Iteration 9Q: 3 clusters Score -697804.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -697834.375000 Penalty: 4292.900391
	Iteration 10Q: 3 clusters Score -697834.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -697865.437500 Penalty: 4292.900391
	Iteration 11Q: 3 clusters Score -697865.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -697899.500000 Penalty: 4292.900391
	Iteration 12Q: 3 clusters Score -697899.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -697923.625000 Penalty: 4292.900391
	Iteration 13Q: 3 clusters Score -697923.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -697952.187500 Penalty: 4292.900391
	Iteration 14Q: 3 clusters Score -697952.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -697979.500000 Penalty: 4292.900391
	Iteration 15Q: 3 clusters Score -697979.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -698003.312500 Penalty: 4292.900391
	Iteration 16Q: 3 clusters Score -698003.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -698032.312500 Penalty: 4292.900391
	Iteration 17Q: 3 clusters Score -698032.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -698061.750000 Penalty: 4292.900391
	Iteration 18Q: 3 clusters Score -698061.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -698094.000000 Penalty: 4292.900391
	Iteration 19Q: 3 clusters Score -698094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -698124.125000 Penalty: 4292.900391
	Iteration 20F: 3 clusters Score -698124.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -698146.937500 Penalty: 4292.900391
	Iteration 21Q: 3 clusters Score -698146.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -698169.750000 Penalty: 4292.900391
	Iteration 22Q: 3 clusters Score -698169.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -698196.500000 Penalty: 4292.900391
	Iteration 23Q: 3 clusters Score -698196.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -698227.062500 Penalty: 4292.900391
	Iteration 24Q: 3 clusters Score -698227.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -698264.812500 Penalty: 4292.900391
	Iteration 25Q: 3 clusters Score -698264.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -698302.312500 Penalty: 4292.900391
	Iteration 26Q: 3 clusters Score -698302.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -698329.875000 Penalty: 4292.900391
	Iteration 27Q: 3 clusters Score -698329.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -698358.750000 Penalty: 4292.900391
	Iteration 28Q: 3 clusters Score -698358.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -698387.687500 Penalty: 4292.900391
	Iteration 29Q: 3 clusters Score -698387.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -698418.687500 Penalty: 4292.900391
	Iteration 30Q: 3 clusters Score -698418.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -698455.250000 Penalty: 4292.900391
	Iteration 31Q: 3 clusters Score -698455.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -698496.312500 Penalty: 4292.900391
	Iteration 32Q: 3 clusters Score -698496.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -698528.937500 Penalty: 4292.900391
	Iteration 33Q: 3 clusters Score -698528.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -698551.875000 Penalty: 4292.900391
	Iteration 34Q: 3 clusters Score -698551.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -698581.312500 Penalty: 4292.900391
	Iteration 35Q: 3 clusters Score -698581.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -698611.687500 Penalty: 4292.900391
	Iteration 36Q: 3 clusters Score -698611.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -698633.000000 Penalty: 4292.900391
	Iteration 37Q: 3 clusters Score -698633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -698656.625000 Penalty: 4292.900391
	Iteration 38Q: 3 clusters Score -698656.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -698678.187500 Penalty: 4292.900391
	Iteration 39Q: 3 clusters Score -698678.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -698701.687500 Penalty: 4292.900391
	Iteration 40F: 3 clusters Score -698701.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -698720.062500 Penalty: 4292.900391
	Iteration 41Q: 3 clusters Score -698720.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -698733.000000 Penalty: 4292.900391
	Iteration 42Q: 3 clusters Score -698733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -698750.375000 Penalty: 4292.900391
	Iteration 43Q: 3 clusters Score -698750.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -698763.250000 Penalty: 4292.900391
	Iteration 44Q: 3 clusters Score -698763.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -698777.750000 Penalty: 4292.900391
	Iteration 45Q: 3 clusters Score -698777.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -698790.375000 Penalty: 4292.900391
	Iteration 46Q: 3 clusters Score -698790.4 nChanged 24
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: -698805.000000 Penalty: 4292.900391
	Iteration 47Q: 3 clusters Score -698805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -698820.312500 Penalty: 4292.900391
	Iteration 48Q: 3 clusters Score -698820.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -698827.062500 Penalty: 4292.900391
	Iteration 49Q: 3 clusters Score -698827.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -698830.375000 Penalty: 4292.900391
	Iteration 50Q: 3 clusters Score -698830.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -698835.000000 Penalty: 4292.900391
	Iteration 51Q: 3 clusters Score -698835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -698837.937500 Penalty: 4292.900391
	Iteration 52Q: 3 clusters Score -698837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -698840.562500 Penalty: 4292.900391
	Iteration 53Q: 3 clusters Score -698840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -698841.687500 Penalty: 4292.900391
	Iteration 54Q: 3 clusters Score -698841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -698845.000000 Penalty: 4292.900391
	Iteration 55Q: 3 clusters Score -698845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -698844.625000 Penalty: 4292.900391
	Iteration 56Q: 3 clusters Score -698844.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -698844.312500 Penalty: 4292.900391
	Iteration 57Q: 3 clusters Score -698844.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -698844.312500 Penalty: 4292.900391
	Iteration 58F: 3 clusters Score -698844.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (153327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153327 members 
Entering Unmasked Estep 
Score: -19880640.000000 Penalty: 2961.201416
	Iteration 0F: 2 clusters Score -1.988064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -19779392.000000 Penalty: 5922.402832
	Iteration 0F: 3 clusters Score -1.977939e+07 nChanged 73612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -19822606.000000 Penalty: 5922.402832
	Iteration 1F: 3 clusters Score -1.982261e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85305 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
Score: -19824084.000000 Penalty: 5922.402832
	Iteration 2Q: 3 clusters Score -1.982408e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90233 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -19826530.000000 Penalty: 5922.402832
	Iteration 3Q: 3 clusters Score -1.982653e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97426 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -19830682.000000 Penalty: 5922.402832
	Iteration 4F: 3 clusters Score -1.983068e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107467 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -19838196.000000 Penalty: 5922.402832
	Iteration 5F: 3 clusters Score -1.98382e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119726 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -19849026.000000 Penalty: 5922.402832
	Iteration 6F: 3 clusters Score -1.984903e+07 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131613 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -19860502.000000 Penalty: 5922.402832
	Iteration 7F: 3 clusters Score -1.98605e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140197 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -19869100.000000 Penalty: 5922.402832
	Iteration 8F: 3 clusters Score -1.98691e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144557 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -19874132.000000 Penalty: 5922.402832
	Iteration 9Q: 3 clusters Score -1.987413e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146430 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -19876898.000000 Penalty: 5922.402832
	Iteration 10Q: 3 clusters Score -1.98769e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147207 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -19877924.000000 Penalty: 5922.402832
	Iteration 11Q: 3 clusters Score -1.987792e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147590 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -19878460.000000 Penalty: 5922.402832
	Iteration 12Q: 3 clusters Score -1.987846e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147762 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -19878730.000000 Penalty: 5922.402832
	Iteration 13Q: 3 clusters Score -1.987873e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147889 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -19878868.000000 Penalty: 5922.402832
	Iteration 14Q: 3 clusters Score -1.987887e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147960 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -19878924.000000 Penalty: 5922.402832
	Iteration 15Q: 3 clusters Score -1.987892e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148007 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -19878986.000000 Penalty: 5922.402832
	Iteration 16Q: 3 clusters Score -1.987899e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148028 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -19879040.000000 Penalty: 5922.402832
	Iteration 17Q: 3 clusters Score -1.987904e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148040 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -19879048.000000 Penalty: 5922.402832
	Iteration 18Q: 3 clusters Score -1.987905e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148050 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -19879072.000000 Penalty: 5922.402832
	Iteration 19Q: 3 clusters Score -1.987907e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148060 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -19879090.000000 Penalty: 5922.402832
	Iteration 20F: 3 clusters Score -1.987909e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148061 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -19879106.000000 Penalty: 5922.402832
	Iteration 21Q: 3 clusters Score -1.987911e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148063 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -19879142.000000 Penalty: 5922.402832
	Iteration 22Q: 3 clusters Score -1.987914e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148064 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -19879160.000000 Penalty: 5922.402832
	Iteration 23Q: 3 clusters Score -1.987916e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148058 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -19879172.000000 Penalty: 5922.402832
	Iteration 24Q: 3 clusters Score -1.987917e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148065 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -19879180.000000 Penalty: 5922.402832
	Iteration 25Q: 3 clusters Score -1.987918e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148059 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -19879186.000000 Penalty: 5922.402832
	Iteration 26Q: 3 clusters Score -1.987919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148067 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -19879194.000000 Penalty: 5922.402832
	Iteration 27Q: 3 clusters Score -1.987919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148069 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -19879196.000000 Penalty: 5922.402832
	Iteration 28Q: 3 clusters Score -1.98792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148063 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -19879204.000000 Penalty: 5922.402832
	Iteration 29Q: 3 clusters Score -1.98792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148058 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -19879206.000000 Penalty: 5922.402832
	Iteration 30Q: 3 clusters Score -1.987921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148063 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -19879202.000000 Penalty: 5922.402832
	Iteration 31Q: 3 clusters Score -1.98792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148064 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -19879198.000000 Penalty: 5922.402832
	Iteration 32Q: 3 clusters Score -1.98792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148068 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -19879202.000000 Penalty: 5922.402832
	Iteration 33Q: 3 clusters Score -1.98792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148071 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -19879208.000000 Penalty: 5922.402832
	Iteration 34Q: 3 clusters Score -1.987921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148071 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -19879208.000000 Penalty: 5922.402832
	Iteration 35F: 3 clusters Score -1.987921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -527036.437500 Penalty: 2082.470215
	Iteration 0F: 2 clusters Score -527036.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -522884.093750 Penalty: 4164.940430
	Iteration 0F: 3 clusters Score -522884.1 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -523859.906250 Penalty: 4164.940430
	Iteration 1F: 3 clusters Score -523859.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -524028.000000 Penalty: 4164.940430
	Iteration 2F: 3 clusters Score -524028 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -524129.937500 Penalty: 4164.940430
	Iteration 3Q: 3 clusters Score -524129.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -524215.312500 Penalty: 4164.940430
	Iteration 4Q: 3 clusters Score -524215.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -524284.562500 Penalty: 4164.940430
	Iteration 5Q: 3 clusters Score -524284.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -524334.250000 Penalty: 4164.940430
	Iteration 6Q: 3 clusters Score -524334.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -524366.125000 Penalty: 4164.940430
	Iteration 7Q: 3 clusters Score -524366.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -524395.875000 Penalty: 4164.940430
	Iteration 8Q: 3 clusters Score -524395.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -524419.062500 Penalty: 4164.940430
	Iteration 9Q: 3 clusters Score -524419.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -524449.437500 Penalty: 4164.940430
	Iteration 10Q: 3 clusters Score -524449.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -524483.125000 Penalty: 4164.940430
	Iteration 11Q: 3 clusters Score -524483.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -524519.000000 Penalty: 4164.940430
	Iteration 12Q: 3 clusters Score -524519 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -524556.687500 Penalty: 4164.940430
	Iteration 13Q: 3 clusters Score -524556.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -524601.062500 Penalty: 4164.940430
	Iteration 14Q: 3 clusters Score -524601.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -524650.937500 Penalty: 4164.940430
	Iteration 15Q: 3 clusters Score -524650.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -524714.937500 Penalty: 4164.940430
	Iteration 16Q: 3 clusters Score -524714.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -524781.812500 Penalty: 4164.940430
	Iteration 17Q: 3 clusters Score -524781.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -524851.500000 Penalty: 4164.940430
	Iteration 18Q: 3 clusters Score -524851.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -524917.187500 Penalty: 4164.940430
	Iteration 19Q: 3 clusters Score -524917.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -524987.875000 Penalty: 4164.940430
	Iteration 20F: 3 clusters Score -524987.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -525066.000000 Penalty: 4164.940430
	Iteration 21Q: 3 clusters Score -525066 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -525141.937500 Penalty: 4164.940430
	Iteration 22Q: 3 clusters Score -525141.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -525228.312500 Penalty: 4164.940430
	Iteration 23Q: 3 clusters Score -525228.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -525315.750000 Penalty: 4164.940430
	Iteration 24Q: 3 clusters Score -525315.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -525375.875000 Penalty: 4164.940430
	Iteration 25Q: 3 clusters Score -525375.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -525424.687500 Penalty: 4164.940430
	Iteration 26Q: 3 clusters Score -525424.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -525457.312500 Penalty: 4164.940430
	Iteration 27Q: 3 clusters Score -525457.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -525476.375000 Penalty: 4164.940430
	Iteration 28Q: 3 clusters Score -525476.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -525490.062500 Penalty: 4164.940430
	Iteration 29Q: 3 clusters Score -525490.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -525504.437500 Penalty: 4164.940430
	Iteration 30Q: 3 clusters Score -525504.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -525513.750000 Penalty: 4164.940430
	Iteration 31Q: 3 clusters Score -525513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -525518.562500 Penalty: 4164.940430
	Iteration 32Q: 3 clusters Score -525518.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -525525.562500 Penalty: 4164.940430
	Iteration 33Q: 3 clusters Score -525525.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -525532.187500 Penalty: 4164.940430
	Iteration 34Q: 3 clusters Score -525532.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -525543.437500 Penalty: 4164.940430
	Iteration 35Q: 3 clusters Score -525543.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -525549.687500 Penalty: 4164.940430
	Iteration 36Q: 3 clusters Score -525549.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -525556.250000 Penalty: 4164.940430
	Iteration 37Q: 3 clusters Score -525556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -525561.062500 Penalty: 4164.940430
	Iteration 38Q: 3 clusters Score -525561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -525563.687500 Penalty: 4164.940430
	Iteration 39Q: 3 clusters Score -525563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -525566.125000 Penalty: 4164.940430
	Iteration 40F: 3 clusters Score -525566.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -525567.500000 Penalty: 4164.940430
	Iteration 41Q: 3 clusters Score -525567.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -525568.250000 Penalty: 4164.940430
	Iteration 42Q: 3 clusters Score -525568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -525570.500000 Penalty: 4164.940430
	Iteration 43Q: 3 clusters Score -525570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -525571.125000 Penalty: 4164.940430
	Iteration 44Q: 3 clusters Score -525571.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -525572.125000 Penalty: 4164.940430
	Iteration 45Q: 3 clusters Score -525572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -525572.937500 Penalty: 4164.940430
	Iteration 46Q: 3 clusters Score -525572.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -525572.937500 Penalty: 4164.940430
	Iteration 47F: 3 clusters Score -525572.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -66737.843750 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -66737.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65197.066406 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -65197.07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65523.691406 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -65523.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65680.343750 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -65680.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65801.546875 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -65801.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65932.953125 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -65932.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65974.554688 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -65974.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66014.007812 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -66014.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66043.351562 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -66043.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66067.195312 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -66067.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66105.210938 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -66105.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66132.882812 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -66132.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66176.460938 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -66176.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66198.914062 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -66198.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66216.117188 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -66216.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66229.812500 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -66229.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66238.867188 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -66238.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66258.015625 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -66258.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66284.851562 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -66284.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66303.148438 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -66303.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66328.257812 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -66328.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66342.757812 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -66342.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66350.742188 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -66350.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66363.484375 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -66363.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66385.765625 Penalty: 3192.330566
	Iteration 23Q: 3 clusters Score -66385.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66414.109375 Penalty: 3192.330566
	Iteration 24Q: 3 clusters Score -66414.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -66418.859375 Penalty: 3192.330566
	Iteration 25Q: 3 clusters Score -66418.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66433.382812 Penalty: 3192.330566
	Iteration 26Q: 3 clusters Score -66433.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66439.484375 Penalty: 3192.330566
	Iteration 27Q: 3 clusters Score -66439.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66444.125000 Penalty: 3192.330566
	Iteration 28Q: 3 clusters Score -66444.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66446.781250 Penalty: 3192.330566
	Iteration 29Q: 3 clusters Score -66446.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66448.929688 Penalty: 3192.330566
	Iteration 30Q: 3 clusters Score -66448.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66451.367188 Penalty: 3192.330566
	Iteration 31Q: 3 clusters Score -66451.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66451.367188 Penalty: 3192.330566
	Iteration 32F: 3 clusters Score -66451.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 15256 members 
Mstep: Class 4 contains 284031 members 
Mstep: Class 5 contains 7660 members 
Mstep: Class 6 contains 44097 members 
Mstep: Class 7 contains 43074 members 
Mstep: Class 8 contains 9758 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 30521 members 
Mstep: Class 12 contains 15212 members 
Mstep: Class 13 contains 52923 members 
Mstep: Class 14 contains 104448 members 
Mstep: Class 15 contains 39334 members 
Mstep: Class 16 contains 105732 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9021 members 
Mstep: Class 19 contains 53748 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 21 contains 45571 members 
Mstep: Class 22 contains 14651 members 
Mstep: Class 23 contains 74011 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9446 members 
Mstep: Class 26 contains 78351 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5739 members 
Mstep: Class 29 contains 153327 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742784.000000 Penalty: 108024.484375
Iteration 119Q: 32 clusters Score -1.577428e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 19301 members 
Mstep: Class 3 contains 15337 members 
Mstep: Class 4 contains 284036 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 44093 members 
Mstep: Class 7 contains 43077 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 30511 members 
Mstep: Class 12 contains 15111 members 
Mstep: Class 13 contains 52931 members 
Mstep: Class 14 contains 104450 members 
Mstep: Class 15 contains 39346 members 
Mstep: Class 16 contains 105780 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9014 members 
Mstep: Class 19 contains 53754 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 45576 members 
Mstep: Class 22 contains 14654 members 
Mstep: Class 23 contains 74002 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9446 members 
Mstep: Class 26 contains 78326 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5732 members 
Mstep: Class 29 contains 153318 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742320.000000 Penalty: 108024.484375
Iteration 120F: 32 clusters Score -1.577423e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 19296 members 
Mstep: Class 3 contains 15412 members 
Mstep: Class 4 contains 284036 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 44091 members 
Mstep: Class 7 contains 43086 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 30500 members 
Mstep: Class 12 contains 15022 members 
Mstep: Class 13 contains 52936 members 
Mstep: Class 14 contains 104448 members 
Mstep: Class 15 contains 39363 members 
Mstep: Class 16 contains 105827 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9012 members 
Mstep: Class 19 contains 53764 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 45581 members 
Mstep: Class 22 contains 14671 members 
Mstep: Class 23 contains 73981 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9447 members 
Mstep: Class 26 contains 78301 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 153302 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742480.000000 Penalty: 108024.484375
Iteration 121Q: 32 clusters Score -1.577425e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 19299 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 284038 members 
Mstep: Class 5 contains 7673 members 
Mstep: Class 6 contains 44089 members 
Mstep: Class 7 contains 43089 members 
Mstep: Class 8 contains 9760 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 30488 members 
Mstep: Class 12 contains 14924 members 
Mstep: Class 13 contains 52936 members 
Mstep: Class 14 contains 104446 members 
Mstep: Class 15 contains 39366 members 
Mstep: Class 16 contains 105874 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 53772 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 45584 members 
Mstep: Class 22 contains 14683 members 
Mstep: Class 23 contains 73969 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78281 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153300 members 
Mstep: Class 30 contains 4437 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742432.000000 Penalty: 108024.484375
Iteration 122Q: 32 clusters Score -1.577424e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 19296 members 
Mstep: Class 3 contains 15532 members 
Mstep: Class 4 contains 284042 members 
Mstep: Class 5 contains 7677 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 43092 members 
Mstep: Class 8 contains 9758 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 16155 members 
Mstep: Class 11 contains 30486 members 
Mstep: Class 12 contains 14820 members 
Mstep: Class 13 contains 52943 members 
Mstep: Class 14 contains 104442 members 
Mstep: Class 15 contains 39384 members 
Mstep: Class 16 contains 105919 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9019 members 
Mstep: Class 19 contains 53775 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 21 contains 45584 members 
Mstep: Class 22 contains 14704 members 
Mstep: Class 23 contains 73959 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 78258 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 153284 members 
Mstep: Class 30 contains 4438 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742240.000000 Penalty: 108024.484375
Iteration 123Q: 32 clusters Score -1.577422e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 19296 members 
Mstep: Class 3 contains 15576 members 
Mstep: Class 4 contains 284040 members 
Mstep: Class 5 contains 7686 members 
Mstep: Class 6 contains 44080 members 
Mstep: Class 7 contains 43091 members 
Mstep: Class 8 contains 9757 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 16152 members 
Mstep: Class 11 contains 30483 members 
Mstep: Class 12 contains 14716 members 
Mstep: Class 13 contains 52953 members 
Mstep: Class 14 contains 104443 members 
Mstep: Class 15 contains 39400 members 
Mstep: Class 16 contains 105977 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 53782 members 
Mstep: Class 20 contains 11992 members 
Mstep: Class 21 contains 45577 members 
Mstep: Class 22 contains 14712 members 
Mstep: Class 23 contains 73955 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 78249 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 153273 members 
Mstep: Class 30 contains 4437 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742256.000000 Penalty: 108024.484375
Iteration 124Q: 32 clusters Score -1.577423e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 19297 members 
Mstep: Class 3 contains 15611 members 
Mstep: Class 4 contains 284039 members 
Mstep: Class 5 contains 7692 members 
Mstep: Class 6 contains 44076 members 
Mstep: Class 7 contains 43089 members 
Mstep: Class 8 contains 9756 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 16151 members 
Mstep: Class 11 contains 30480 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 52953 members 
Mstep: Class 14 contains 104444 members 
Mstep: Class 15 contains 39419 members 
Mstep: Class 16 contains 106027 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9026 members 
Mstep: Class 19 contains 53788 members 
Mstep: Class 20 contains 11992 members 
Mstep: Class 21 contains 45586 members 
Mstep: Class 22 contains 14720 members 
Mstep: Class 23 contains 73946 members 
Mstep: Class 24 contains 3676 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 78225 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 153258 members 
Mstep: Class 30 contains 4439 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742400.000000 Penalty: 108024.484375
Iteration 125Q: 32 clusters Score -1.577424e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 19297 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 284045 members 
Mstep: Class 5 contains 7701 members 
Mstep: Class 6 contains 44073 members 
Mstep: Class 7 contains 43101 members 
Mstep: Class 8 contains 9754 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 30472 members 
Mstep: Class 12 contains 14569 members 
Mstep: Class 13 contains 52952 members 
Mstep: Class 14 contains 104441 members 
Mstep: Class 15 contains 39425 members 
Mstep: Class 16 contains 106071 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 53789 members 
Mstep: Class 20 contains 11994 members 
Mstep: Class 21 contains 45580 members 
Mstep: Class 22 contains 14728 members 
Mstep: Class 23 contains 73936 members 
Mstep: Class 24 contains 3677 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 78204 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 153249 members 
Mstep: Class 30 contains 4441 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742656.000000 Penalty: 108024.484375
Iteration 126Q: 32 clusters Score -1.577427e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 19298 members 
Mstep: Class 3 contains 15671 members 
Mstep: Class 4 contains 284040 members 
Mstep: Class 5 contains 7716 members 
Mstep: Class 6 contains 44066 members 
Mstep: Class 7 contains 43110 members 
Mstep: Class 8 contains 9750 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 30468 members 
Mstep: Class 12 contains 14502 members 
Mstep: Class 13 contains 52954 members 
Mstep: Class 14 contains 104440 members 
Mstep: Class 15 contains 39446 members 
Mstep: Class 16 contains 106098 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 53793 members 
Mstep: Class 20 contains 11996 members 
Mstep: Class 21 contains 45578 members 
Mstep: Class 22 contains 14735 members 
Mstep: Class 23 contains 73925 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 78189 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 153242 members 
Mstep: Class 30 contains 4445 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742560.000000 Penalty: 108024.484375
Iteration 127Q: 32 clusters Score -1.577426e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 19300 members 
Mstep: Class 3 contains 15698 members 
Mstep: Class 4 contains 284041 members 
Mstep: Class 5 contains 7721 members 
Mstep: Class 6 contains 44062 members 
Mstep: Class 7 contains 43108 members 
Mstep: Class 8 contains 9748 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 30463 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 52955 members 
Mstep: Class 14 contains 104438 members 
Mstep: Class 15 contains 39475 members 
Mstep: Class 16 contains 106141 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9030 members 
Mstep: Class 19 contains 53794 members 
Mstep: Class 20 contains 11997 members 
Mstep: Class 21 contains 45585 members 
Mstep: Class 22 contains 14726 members 
Mstep: Class 23 contains 73926 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 9452 members 
Mstep: Class 26 contains 78172 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 153231 members 
Mstep: Class 30 contains 4444 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742672.000000 Penalty: 108024.484375
Iteration 128Q: 32 clusters Score -1.577427e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 19297 members 
Mstep: Class 3 contains 15720 members 
Mstep: Class 4 contains 284046 members 
Mstep: Class 5 contains 7729 members 
Mstep: Class 6 contains 44057 members 
Mstep: Class 7 contains 43112 members 
Mstep: Class 8 contains 9745 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 30459 members 
Mstep: Class 12 contains 14385 members 
Mstep: Class 13 contains 52956 members 
Mstep: Class 14 contains 104433 members 
Mstep: Class 15 contains 39493 members 
Mstep: Class 16 contains 106164 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9029 members 
Mstep: Class 19 contains 53795 members 
Mstep: Class 20 contains 11999 members 
Mstep: Class 21 contains 45587 members 
Mstep: Class 22 contains 14727 members 
Mstep: Class 23 contains 73925 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 78158 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 153223 members 
Mstep: Class 30 contains 4447 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742624.000000 Penalty: 108024.484375
Iteration 129Q: 32 clusters Score -1.577426e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 19297 members 
Mstep: Class 3 contains 15744 members 
Mstep: Class 4 contains 284039 members 
Mstep: Class 5 contains 7735 members 
Mstep: Class 6 contains 44052 members 
Mstep: Class 7 contains 43114 members 
Mstep: Class 8 contains 9744 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 30454 members 
Mstep: Class 12 contains 14333 members 
Mstep: Class 13 contains 52958 members 
Mstep: Class 14 contains 104429 members 
Mstep: Class 15 contains 39505 members 
Mstep: Class 16 contains 106189 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9035 members 
Mstep: Class 19 contains 53796 members 
Mstep: Class 20 contains 11998 members 
Mstep: Class 21 contains 45593 members 
Mstep: Class 22 contains 14727 members 
Mstep: Class 23 contains 73919 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 78145 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 153227 members 
Mstep: Class 30 contains 4447 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742704.000000 Penalty: 108024.484375
Iteration 130Q: 32 clusters Score -1.577427e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 19294 members 
Mstep: Class 3 contains 15764 members 
Mstep: Class 4 contains 284039 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 44048 members 
Mstep: Class 7 contains 43118 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 30448 members 
Mstep: Class 12 contains 14288 members 
Mstep: Class 13 contains 52956 members 
Mstep: Class 14 contains 104430 members 
Mstep: Class 15 contains 39518 members 
Mstep: Class 16 contains 106218 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 53800 members 
Mstep: Class 20 contains 11997 members 
Mstep: Class 21 contains 45596 members 
Mstep: Class 22 contains 14731 members 
Mstep: Class 23 contains 73914 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9457 members 
Mstep: Class 26 contains 78130 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153221 members 
Mstep: Class 30 contains 4447 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742688.000000 Penalty: 108024.484375
Iteration 131Q: 32 clusters Score -1.577427e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 19288 members 
Mstep: Class 3 contains 15780 members 
Mstep: Class 4 contains 284046 members 
Mstep: Class 5 contains 7747 members 
Mstep: Class 6 contains 44041 members 
Mstep: Class 7 contains 43112 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 30441 members 
Mstep: Class 12 contains 14251 members 
Mstep: Class 13 contains 52956 members 
Mstep: Class 14 contains 104432 members 
Mstep: Class 15 contains 39540 members 
Mstep: Class 16 contains 106239 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9040 members 
Mstep: Class 19 contains 53804 members 
Mstep: Class 20 contains 11997 members 
Mstep: Class 21 contains 45597 members 
Mstep: Class 22 contains 14733 members 
Mstep: Class 23 contains 73910 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9457 members 
Mstep: Class 26 contains 78120 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153212 members 
Mstep: Class 30 contains 4449 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742576.000000 Penalty: 108024.484375
Iteration 132Q: 32 clusters Score -1.577426e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 19285 members 
Mstep: Class 3 contains 15801 members 
Mstep: Class 4 contains 284050 members 
Mstep: Class 5 contains 7754 members 
Mstep: Class 6 contains 44039 members 
Mstep: Class 7 contains 43126 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 16150 members 
Mstep: Class 11 contains 30433 members 
Mstep: Class 12 contains 14207 members 
Mstep: Class 13 contains 52953 members 
Mstep: Class 14 contains 104434 members 
Mstep: Class 15 contains 39553 members 
Mstep: Class 16 contains 106264 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 53805 members 
Mstep: Class 20 contains 11996 members 
Mstep: Class 21 contains 45596 members 
Mstep: Class 22 contains 14737 members 
Mstep: Class 23 contains 73907 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 78104 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153202 members 
Mstep: Class 30 contains 4448 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742736.000000 Penalty: 108024.484375
Iteration 133Q: 32 clusters Score -1.577427e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 19285 members 
Mstep: Class 3 contains 15821 members 
Mstep: Class 4 contains 284056 members 
Mstep: Class 5 contains 7756 members 
Mstep: Class 6 contains 44039 members 
Mstep: Class 7 contains 43131 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 30425 members 
Mstep: Class 12 contains 14167 members 
Mstep: Class 13 contains 52951 members 
Mstep: Class 14 contains 104438 members 
Mstep: Class 15 contains 39559 members 
Mstep: Class 16 contains 106286 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 53805 members 
Mstep: Class 20 contains 11996 members 
Mstep: Class 21 contains 45595 members 
Mstep: Class 22 contains 14744 members 
Mstep: Class 23 contains 73906 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9457 members 
Mstep: Class 26 contains 78094 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153191 members 
Mstep: Class 30 contains 4448 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742848.000000 Penalty: 108024.484375
Iteration 134Q: 32 clusters Score -1.577428e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 19292 members 
Mstep: Class 3 contains 15838 members 
Mstep: Class 4 contains 284061 members 
Mstep: Class 5 contains 7758 members 
Mstep: Class 6 contains 44037 members 
Mstep: Class 7 contains 43140 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 16148 members 
Mstep: Class 11 contains 30418 members 
Mstep: Class 12 contains 14131 members 
Mstep: Class 13 contains 52955 members 
Mstep: Class 14 contains 104439 members 
Mstep: Class 15 contains 39568 members 
Mstep: Class 16 contains 106302 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9043 members 
Mstep: Class 19 contains 53809 members 
Mstep: Class 20 contains 11996 members 
Mstep: Class 21 contains 45595 members 
Mstep: Class 22 contains 14738 members 
Mstep: Class 23 contains 73904 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 78085 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153174 members 
Mstep: Class 30 contains 4449 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742912.000000 Penalty: 108024.484375
Iteration 135Q: 32 clusters Score -1.577429e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 19294 members 
Mstep: Class 3 contains 15853 members 
Mstep: Class 4 contains 284064 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 44036 members 
Mstep: Class 7 contains 43145 members 
Mstep: Class 8 contains 9738 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 16148 members 
Mstep: Class 11 contains 30413 members 
Mstep: Class 12 contains 14086 members 
Mstep: Class 13 contains 52957 members 
Mstep: Class 14 contains 104440 members 
Mstep: Class 15 contains 39578 members 
Mstep: Class 16 contains 106317 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 53809 members 
Mstep: Class 20 contains 11999 members 
Mstep: Class 21 contains 45594 members 
Mstep: Class 22 contains 14742 members 
Mstep: Class 23 contains 73902 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 78080 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153162 members 
Mstep: Class 30 contains 4450 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742848.000000 Penalty: 108024.484375
Iteration 136Q: 32 clusters Score -1.577428e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 19294 members 
Mstep: Class 3 contains 15870 members 
Mstep: Class 4 contains 284070 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 44034 members 
Mstep: Class 7 contains 43141 members 
Mstep: Class 8 contains 9738 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 16148 members 
Mstep: Class 11 contains 30403 members 
Mstep: Class 12 contains 14054 members 
Mstep: Class 13 contains 52961 members 
Mstep: Class 14 contains 104438 members 
Mstep: Class 15 contains 39581 members 
Mstep: Class 16 contains 106329 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 53809 members 
Mstep: Class 20 contains 12000 members 
Mstep: Class 21 contains 45595 members 
Mstep: Class 22 contains 14747 members 
Mstep: Class 23 contains 73900 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 78081 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153161 members 
Mstep: Class 30 contains 4449 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742880.000000 Penalty: 108024.484375
Iteration 137Q: 32 clusters Score -1.577429e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 19299 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 284068 members 
Mstep: Class 5 contains 7761 members 
Mstep: Class 6 contains 44034 members 
Mstep: Class 7 contains 43141 members 
Mstep: Class 8 contains 9738 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 16146 members 
Mstep: Class 11 contains 30402 members 
Mstep: Class 12 contains 14030 members 
Mstep: Class 13 contains 52961 members 
Mstep: Class 14 contains 104436 members 
Mstep: Class 15 contains 39578 members 
Mstep: Class 16 contains 106334 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 53811 members 
Mstep: Class 20 contains 12001 members 
Mstep: Class 21 contains 45592 members 
Mstep: Class 22 contains 14755 members 
Mstep: Class 23 contains 73900 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 78083 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153157 members 
Mstep: Class 30 contains 4447 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742752.000000 Penalty: 108024.484375
Iteration 138Q: 32 clusters Score -1.577428e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 19302 members 
Mstep: Class 3 contains 15898 members 
Mstep: Class 4 contains 284074 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 44028 members 
Mstep: Class 7 contains 43140 members 
Mstep: Class 8 contains 9736 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 16145 members 
Mstep: Class 11 contains 30399 members 
Mstep: Class 12 contains 14003 members 
Mstep: Class 13 contains 52964 members 
Mstep: Class 14 contains 104434 members 
Mstep: Class 15 contains 39583 members 
Mstep: Class 16 contains 106345 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 53811 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 21 contains 45592 members 
Mstep: Class 22 contains 14769 members 
Mstep: Class 23 contains 73895 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 78078 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153154 members 
Mstep: Class 30 contains 4445 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742928.000000 Penalty: 108024.484375
Iteration 139Q: 32 clusters Score -1.577429e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 19305 members 
Mstep: Class 3 contains 15908 members 
Mstep: Class 4 contains 284081 members 
Mstep: Class 5 contains 7769 members 
Mstep: Class 6 contains 44023 members 
Mstep: Class 7 contains 43142 members 
Mstep: Class 8 contains 9735 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 16145 members 
Mstep: Class 11 contains 30396 members 
Mstep: Class 12 contains 13987 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 104434 members 
Mstep: Class 15 contains 39583 members 
Mstep: Class 16 contains 106347 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9051 members 
Mstep: Class 19 contains 53813 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 21 contains 45595 members 
Mstep: Class 22 contains 14772 members 
Mstep: Class 23 contains 73889 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 78074 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153144 members 
Mstep: Class 30 contains 4445 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742832.000000 Penalty: 108024.484375
Iteration 140F: 32 clusters Score -1.577428e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 15916 members 
Mstep: Class 4 contains 284083 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 6 contains 44020 members 
Mstep: Class 7 contains 43136 members 
Mstep: Class 8 contains 9736 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 16142 members 
Mstep: Class 11 contains 30393 members 
Mstep: Class 12 contains 13971 members 
Mstep: Class 13 contains 52968 members 
Mstep: Class 14 contains 104432 members 
Mstep: Class 15 contains 39584 members 
Mstep: Class 16 contains 106358 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9054 members 
Mstep: Class 19 contains 53816 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 21 contains 45598 members 
Mstep: Class 22 contains 14779 members 
Mstep: Class 23 contains 73886 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 78070 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153139 members 
Mstep: Class 30 contains 4446 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742960.000000 Penalty: 108024.484375
Iteration 141Q: 32 clusters Score -1.57743e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 15922 members 
Mstep: Class 4 contains 284090 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 6 contains 44020 members 
Mstep: Class 7 contains 43134 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 16140 members 
Mstep: Class 11 contains 30393 members 
Mstep: Class 12 contains 13965 members 
Mstep: Class 13 contains 52970 members 
Mstep: Class 14 contains 104430 members 
Mstep: Class 15 contains 39585 members 
Mstep: Class 16 contains 106366 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 53816 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 21 contains 45603 members 
Mstep: Class 22 contains 14772 members 
Mstep: Class 23 contains 73885 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 78067 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153128 members 
Mstep: Class 30 contains 4447 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742832.000000 Penalty: 108024.484375
Iteration 142Q: 32 clusters Score -1.577428e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 15928 members 
Mstep: Class 4 contains 284090 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 6 contains 44020 members 
Mstep: Class 7 contains 43130 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 16139 members 
Mstep: Class 11 contains 30394 members 
Mstep: Class 12 contains 13961 members 
Mstep: Class 13 contains 52973 members 
Mstep: Class 14 contains 104429 members 
Mstep: Class 15 contains 39584 members 
Mstep: Class 16 contains 106373 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 53817 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 21 contains 45607 members 
Mstep: Class 22 contains 14771 members 
Mstep: Class 23 contains 73882 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 78065 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153125 members 
Mstep: Class 30 contains 4447 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742816.000000 Penalty: 108024.484375
Iteration 143Q: 32 clusters Score -1.577428e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 15936 members 
Mstep: Class 4 contains 284097 members 
Mstep: Class 5 contains 7771 members 
Mstep: Class 6 contains 44020 members 
Mstep: Class 7 contains 43131 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 16139 members 
Mstep: Class 11 contains 30395 members 
Mstep: Class 12 contains 13948 members 
Mstep: Class 13 contains 52972 members 
Mstep: Class 14 contains 104429 members 
Mstep: Class 15 contains 39587 members 
Mstep: Class 16 contains 106375 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 53819 members 
Mstep: Class 20 contains 12003 members 
Mstep: Class 21 contains 45608 members 
Mstep: Class 22 contains 14775 members 
Mstep: Class 23 contains 73878 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 78063 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153117 members 
Mstep: Class 30 contains 4446 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742864.000000 Penalty: 108024.484375
Iteration 144Q: 32 clusters Score -1.577429e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 15940 members 
Mstep: Class 4 contains 284099 members 
Mstep: Class 5 contains 7772 members 
Mstep: Class 6 contains 44019 members 
Mstep: Class 7 contains 43132 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16139 members 
Mstep: Class 11 contains 30395 members 
Mstep: Class 12 contains 13934 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 104429 members 
Mstep: Class 15 contains 39592 members 
Mstep: Class 16 contains 106380 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9056 members 
Mstep: Class 19 contains 53820 members 
Mstep: Class 20 contains 12003 members 
Mstep: Class 21 contains 45612 members 
Mstep: Class 22 contains 14779 members 
Mstep: Class 23 contains 73876 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 78065 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153112 members 
Mstep: Class 30 contains 4448 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742960.000000 Penalty: 108024.484375
Iteration 145Q: 32 clusters Score -1.57743e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 15943 members 
Mstep: Class 4 contains 284102 members 
Mstep: Class 5 contains 7772 members 
Mstep: Class 6 contains 44018 members 
Mstep: Class 7 contains 43133 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16139 members 
Mstep: Class 11 contains 30396 members 
Mstep: Class 12 contains 13919 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 104429 members 
Mstep: Class 15 contains 39597 members 
Mstep: Class 16 contains 106385 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9054 members 
Mstep: Class 19 contains 53821 members 
Mstep: Class 20 contains 12004 members 
Mstep: Class 21 contains 45612 members 
Mstep: Class 22 contains 14780 members 
Mstep: Class 23 contains 73874 members 
Mstep: Class 24 contains 3682 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 78067 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153108 members 
Mstep: Class 30 contains 4449 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742976.000000 Penalty: 108024.484375
Iteration 146Q: 32 clusters Score -1.57743e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 15948 members 
Mstep: Class 4 contains 284103 members 
Mstep: Class 5 contains 7773 members 
Mstep: Class 6 contains 44016 members 
Mstep: Class 7 contains 43133 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16139 members 
Mstep: Class 11 contains 30398 members 
Mstep: Class 12 contains 13907 members 
Mstep: Class 13 contains 52970 members 
Mstep: Class 14 contains 104430 members 
Mstep: Class 15 contains 39597 members 
Mstep: Class 16 contains 106387 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9053 members 
Mstep: Class 19 contains 53822 members 
Mstep: Class 20 contains 12006 members 
Mstep: Class 21 contains 45613 members 
Mstep: Class 22 contains 14783 members 
Mstep: Class 23 contains 73872 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 78064 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153107 members 
Mstep: Class 30 contains 4449 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742992.000000 Penalty: 108024.484375
Iteration 147Q: 32 clusters Score -1.57743e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 15955 members 
Mstep: Class 4 contains 284108 members 
Mstep: Class 5 contains 7775 members 
Mstep: Class 6 contains 44014 members 
Mstep: Class 7 contains 43131 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16140 members 
Mstep: Class 11 contains 30397 members 
Mstep: Class 12 contains 13898 members 
Mstep: Class 13 contains 52974 members 
Mstep: Class 14 contains 104430 members 
Mstep: Class 15 contains 39594 members 
Mstep: Class 16 contains 106390 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9053 members 
Mstep: Class 19 contains 53823 members 
Mstep: Class 20 contains 12008 members 
Mstep: Class 21 contains 45616 members 
Mstep: Class 22 contains 14785 members 
Mstep: Class 23 contains 73865 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 78063 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153102 members 
Mstep: Class 30 contains 4448 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742992.000000 Penalty: 108024.484375
Iteration 148Q: 32 clusters Score -1.57743e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 15965 members 
Mstep: Class 4 contains 284113 members 
Mstep: Class 5 contains 7775 members 
Mstep: Class 6 contains 44011 members 
Mstep: Class 7 contains 43130 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16142 members 
Mstep: Class 11 contains 30396 members 
Mstep: Class 12 contains 13880 members 
Mstep: Class 13 contains 52974 members 
Mstep: Class 14 contains 104430 members 
Mstep: Class 15 contains 39593 members 
Mstep: Class 16 contains 106397 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9053 members 
Mstep: Class 19 contains 53824 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45618 members 
Mstep: Class 22 contains 14786 members 
Mstep: Class 23 contains 73863 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9452 members 
Mstep: Class 26 contains 78062 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153101 members 
Mstep: Class 30 contains 4448 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742912.000000 Penalty: 108024.484375
Iteration 149Q: 32 clusters Score -1.577429e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 15975 members 
Mstep: Class 4 contains 284112 members 
Mstep: Class 5 contains 7775 members 
Mstep: Class 6 contains 44011 members 
Mstep: Class 7 contains 43127 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16142 members 
Mstep: Class 11 contains 30394 members 
Mstep: Class 12 contains 13856 members 
Mstep: Class 13 contains 52975 members 
Mstep: Class 14 contains 104430 members 
Mstep: Class 15 contains 39596 members 
Mstep: Class 16 contains 106405 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9057 members 
Mstep: Class 19 contains 53824 members 
Mstep: Class 20 contains 12010 members 
Mstep: Class 21 contains 45622 members 
Mstep: Class 22 contains 14796 members 
Mstep: Class 23 contains 73860 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9451 members 
Mstep: Class 26 contains 78058 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153099 members 
Mstep: Class 30 contains 4448 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742960.000000 Penalty: 108024.484375
Iteration 150Q: 32 clusters Score -1.57743e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 15982 members 
Mstep: Class 4 contains 284114 members 
Mstep: Class 5 contains 7776 members 
Mstep: Class 6 contains 44011 members 
Mstep: Class 7 contains 43127 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16142 members 
Mstep: Class 11 contains 30393 members 
Mstep: Class 12 contains 13831 members 
Mstep: Class 13 contains 52979 members 
Mstep: Class 14 contains 104430 members 
Mstep: Class 15 contains 39602 members 
Mstep: Class 16 contains 106412 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9057 members 
Mstep: Class 19 contains 53824 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45623 members 
Mstep: Class 22 contains 14802 members 
Mstep: Class 23 contains 73858 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78057 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153095 members 
Mstep: Class 30 contains 4449 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742976.000000 Penalty: 108024.484375
Iteration 151Q: 32 clusters Score -1.57743e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 15990 members 
Mstep: Class 4 contains 284115 members 
Mstep: Class 5 contains 7776 members 
Mstep: Class 6 contains 44011 members 
Mstep: Class 7 contains 43127 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16143 members 
Mstep: Class 11 contains 30393 members 
Mstep: Class 12 contains 13806 members 
Mstep: Class 13 contains 52982 members 
Mstep: Class 14 contains 104428 members 
Mstep: Class 15 contains 39601 members 
Mstep: Class 16 contains 106421 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 53824 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45622 members 
Mstep: Class 22 contains 14807 members 
Mstep: Class 23 contains 73857 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78055 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153098 members 
Mstep: Class 30 contains 4449 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742912.000000 Penalty: 108024.484375
Iteration 152Q: 32 clusters Score -1.577429e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 15998 members 
Mstep: Class 4 contains 284115 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 6 contains 44011 members 
Mstep: Class 7 contains 43124 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16142 members 
Mstep: Class 11 contains 30393 members 
Mstep: Class 12 contains 13786 members 
Mstep: Class 13 contains 52986 members 
Mstep: Class 14 contains 104427 members 
Mstep: Class 15 contains 39604 members 
Mstep: Class 16 contains 106425 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 53826 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45624 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 73852 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9448 members 
Mstep: Class 26 contains 78053 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153098 members 
Mstep: Class 30 contains 4449 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742960.000000 Penalty: 108024.484375
Iteration 153Q: 32 clusters Score -1.57743e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 16003 members 
Mstep: Class 4 contains 284109 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 6 contains 44011 members 
Mstep: Class 7 contains 43125 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16142 members 
Mstep: Class 11 contains 30390 members 
Mstep: Class 12 contains 13765 members 
Mstep: Class 13 contains 52987 members 
Mstep: Class 14 contains 104426 members 
Mstep: Class 15 contains 39606 members 
Mstep: Class 16 contains 106431 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 53826 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45631 members 
Mstep: Class 22 contains 14827 members 
Mstep: Class 23 contains 73848 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9448 members 
Mstep: Class 26 contains 78050 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153100 members 
Mstep: Class 30 contains 4449 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157742976.000000 Penalty: 108024.484375
Iteration 154Q: 32 clusters Score -1.57743e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16006 members 
Mstep: Class 4 contains 284107 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 6 contains 44011 members 
Mstep: Class 7 contains 43127 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16143 members 
Mstep: Class 11 contains 30385 members 
Mstep: Class 12 contains 13747 members 
Mstep: Class 13 contains 52985 members 
Mstep: Class 14 contains 104425 members 
Mstep: Class 15 contains 39611 members 
Mstep: Class 16 contains 106437 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9064 members 
Mstep: Class 19 contains 53826 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45641 members 
Mstep: Class 22 contains 14830 members 
Mstep: Class 23 contains 73845 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9448 members 
Mstep: Class 26 contains 78046 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153099 members 
Mstep: Class 30 contains 4449 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743088.000000 Penalty: 108024.484375
Iteration 155Q: 32 clusters Score -1.577431e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 16006 members 
Mstep: Class 4 contains 284103 members 
Mstep: Class 5 contains 7782 members 
Mstep: Class 6 contains 44011 members 
Mstep: Class 7 contains 43128 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16143 members 
Mstep: Class 11 contains 30384 members 
Mstep: Class 12 contains 13718 members 
Mstep: Class 13 contains 52984 members 
Mstep: Class 14 contains 104425 members 
Mstep: Class 15 contains 39613 members 
Mstep: Class 16 contains 106440 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9070 members 
Mstep: Class 19 contains 53826 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45645 members 
Mstep: Class 22 contains 14847 members 
Mstep: Class 23 contains 73843 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78045 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153099 members 
Mstep: Class 30 contains 4449 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743088.000000 Penalty: 108024.484375
Iteration 156Q: 32 clusters Score -1.577431e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 16013 members 
Mstep: Class 4 contains 284103 members 
Mstep: Class 5 contains 7786 members 
Mstep: Class 6 contains 44011 members 
Mstep: Class 7 contains 43132 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 13687 members 
Mstep: Class 13 contains 52984 members 
Mstep: Class 14 contains 104426 members 
Mstep: Class 15 contains 39619 members 
Mstep: Class 16 contains 106443 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 53826 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45650 members 
Mstep: Class 22 contains 14863 members 
Mstep: Class 23 contains 73837 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9448 members 
Mstep: Class 26 contains 78041 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153095 members 
Mstep: Class 30 contains 4449 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743136.000000 Penalty: 108024.484375
Iteration 157Q: 32 clusters Score -1.577431e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 16019 members 
Mstep: Class 4 contains 284102 members 
Mstep: Class 5 contains 7789 members 
Mstep: Class 6 contains 44010 members 
Mstep: Class 7 contains 43128 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 13670 members 
Mstep: Class 13 contains 52985 members 
Mstep: Class 14 contains 104425 members 
Mstep: Class 15 contains 39620 members 
Mstep: Class 16 contains 106441 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9079 members 
Mstep: Class 19 contains 53826 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45656 members 
Mstep: Class 22 contains 14873 members 
Mstep: Class 23 contains 73836 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9448 members 
Mstep: Class 26 contains 78040 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 153089 members 
Mstep: Class 30 contains 4451 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743152.000000 Penalty: 108024.484375
Iteration 158Q: 32 clusters Score -1.577432e+08 nChanged 104
Entering ConstructFrom: 
Score: -157743152.000000 Penalty: 108024.484375
Entering ConstructFrom: 
Trying to split cluster 1 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -504016.437500 Penalty: 2089.364990
	Iteration 0F: 2 clusters Score -504016.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -499854.125000 Penalty: 4178.729980
	Iteration 0F: 3 clusters Score -499854.1 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -500969.093750 Penalty: 4178.729980
	Iteration 1F: 3 clusters Score -500969.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -501325.750000 Penalty: 4178.729980
	Iteration 2F: 3 clusters Score -501325.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -501759.093750 Penalty: 4178.729980
	Iteration 3F: 3 clusters Score -501759.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -502198.437500 Penalty: 4178.729980
	Iteration 4F: 3 clusters Score -502198.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -502494.406250 Penalty: 4178.729980
	Iteration 5F: 3 clusters Score -502494.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -502651.625000 Penalty: 4178.729980
	Iteration 6Q: 3 clusters Score -502651.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -502747.093750 Penalty: 4178.729980
	Iteration 7Q: 3 clusters Score -502747.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -502831.281250 Penalty: 4178.729980
	Iteration 8Q: 3 clusters Score -502831.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -502900.875000 Penalty: 4178.729980
	Iteration 9Q: 3 clusters Score -502900.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -502947.812500 Penalty: 4178.729980
	Iteration 10Q: 3 clusters Score -502947.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -502987.937500 Penalty: 4178.729980
	Iteration 11Q: 3 clusters Score -502987.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -503015.250000 Penalty: 4178.729980
	Iteration 12Q: 3 clusters Score -503015.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -503043.937500 Penalty: 4178.729980
	Iteration 13Q: 3 clusters Score -503043.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -503078.312500 Penalty: 4178.729980
	Iteration 14Q: 3 clusters Score -503078.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -503103.656250 Penalty: 4178.729980
	Iteration 15Q: 3 clusters Score -503103.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -503121.031250 Penalty: 4178.729980
	Iteration 16Q: 3 clusters Score -503121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -503146.937500 Penalty: 4178.729980
	Iteration 17Q: 3 clusters Score -503146.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -503159.500000 Penalty: 4178.729980
	Iteration 18Q: 3 clusters Score -503159.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -503170.312500 Penalty: 4178.729980
	Iteration 19Q: 3 clusters Score -503170.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -503181.312500 Penalty: 4178.729980
	Iteration 20F: 3 clusters Score -503181.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -503193.093750 Penalty: 4178.729980
	Iteration 21Q: 3 clusters Score -503193.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -503207.468750 Penalty: 4178.729980
	Iteration 22Q: 3 clusters Score -503207.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -503230.843750 Penalty: 4178.729980
	Iteration 23Q: 3 clusters Score -503230.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -503257.093750 Penalty: 4178.729980
	Iteration 24Q: 3 clusters Score -503257.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -503277.125000 Penalty: 4178.729980
	Iteration 25Q: 3 clusters Score -503277.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -503292.781250 Penalty: 4178.729980
	Iteration 26Q: 3 clusters Score -503292.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -503308.125000 Penalty: 4178.729980
	Iteration 27Q: 3 clusters Score -503308.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -503322.562500 Penalty: 4178.729980
	Iteration 28Q: 3 clusters Score -503322.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -503330.718750 Penalty: 4178.729980
	Iteration 29Q: 3 clusters Score -503330.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -503340.718750 Penalty: 4178.729980
	Iteration 30Q: 3 clusters Score -503340.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -503348.750000 Penalty: 4178.729980
	Iteration 31Q: 3 clusters Score -503348.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -503355.312500 Penalty: 4178.729980
	Iteration 32Q: 3 clusters Score -503355.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -503358.125000 Penalty: 4178.729980
	Iteration 33Q: 3 clusters Score -503358.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -503360.093750 Penalty: 4178.729980
	Iteration 34Q: 3 clusters Score -503360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -503363.062500 Penalty: 4178.729980
	Iteration 35Q: 3 clusters Score -503363.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -503367.687500 Penalty: 4178.729980
	Iteration 36Q: 3 clusters Score -503367.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -503370.031250 Penalty: 4178.729980
	Iteration 37Q: 3 clusters Score -503370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -503373.250000 Penalty: 4178.729980
	Iteration 38Q: 3 clusters Score -503373.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -503377.187500 Penalty: 4178.729980
	Iteration 39Q: 3 clusters Score -503377.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -503380.718750 Penalty: 4178.729980
	Iteration 40F: 3 clusters Score -503380.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -503384.437500 Penalty: 4178.729980
	Iteration 41Q: 3 clusters Score -503384.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -503390.812500 Penalty: 4178.729980
	Iteration 42Q: 3 clusters Score -503390.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -503410.218750 Penalty: 4178.729980
	Iteration 43Q: 3 clusters Score -503410.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -503424.468750 Penalty: 4178.729980
	Iteration 44Q: 3 clusters Score -503424.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -503440.406250 Penalty: 4178.729980
	Iteration 45Q: 3 clusters Score -503440.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -503455.281250 Penalty: 4178.729980
	Iteration 46Q: 3 clusters Score -503455.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -503472.125000 Penalty: 4178.729980
	Iteration 47Q: 3 clusters Score -503472.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -503481.625000 Penalty: 4178.729980
	Iteration 48Q: 3 clusters Score -503481.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -503485.406250 Penalty: 4178.729980
	Iteration 49Q: 3 clusters Score -503485.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -503488.687500 Penalty: 4178.729980
	Iteration 50Q: 3 clusters Score -503488.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -503492.000000 Penalty: 4178.729980
	Iteration 51Q: 3 clusters Score -503492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -503493.281250 Penalty: 4178.729980
	Iteration 52Q: 3 clusters Score -503493.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -503497.250000 Penalty: 4178.729980
	Iteration 53Q: 3 clusters Score -503497.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -503499.781250 Penalty: 4178.729980
	Iteration 54Q: 3 clusters Score -503499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -503503.406250 Penalty: 4178.729980
	Iteration 55Q: 3 clusters Score -503503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -503504.875000 Penalty: 4178.729980
	Iteration 56Q: 3 clusters Score -503504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -503506.625000 Penalty: 4178.729980
	Iteration 57Q: 3 clusters Score -503506.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -503506.625000 Penalty: 4178.729980
	Iteration 58F: 3 clusters Score -503506.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Entering Unmasked Estep 
Score: -2470429.500000 Penalty: 2447.370605
	Iteration 0F: 2 clusters Score -2470430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2456909.250000 Penalty: 4894.741211
	Iteration 0F: 3 clusters Score -2456909 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2461388.250000 Penalty: 4894.741211
	Iteration 1F: 3 clusters Score -2461388 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2461811.750000 Penalty: 4894.741211
	Iteration 2F: 3 clusters Score -2461812 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2462208.500000 Penalty: 4894.741211
	Iteration 3Q: 3 clusters Score -2462208 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2462617.750000 Penalty: 4894.741211
	Iteration 4Q: 3 clusters Score -2462618 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2463148.750000 Penalty: 4894.741211
	Iteration 5Q: 3 clusters Score -2463149 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2463858.000000 Penalty: 4894.741211
	Iteration 6F: 3 clusters Score -2463858 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2464643.000000 Penalty: 4894.741211
	Iteration 7F: 3 clusters Score -2464643 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2465365.000000 Penalty: 4894.741211
	Iteration 8F: 3 clusters Score -2465365 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2465980.500000 Penalty: 4894.741211
	Iteration 9F: 3 clusters Score -2465980 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2466492.750000 Penalty: 4894.741211
	Iteration 10Q: 3 clusters Score -2466493 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2466961.250000 Penalty: 4894.741211
	Iteration 11Q: 3 clusters Score -2466961 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2467369.500000 Penalty: 4894.741211
	Iteration 12Q: 3 clusters Score -2467370 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2467701.250000 Penalty: 4894.741211
	Iteration 13Q: 3 clusters Score -2467701 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2467917.250000 Penalty: 4894.741211
	Iteration 14Q: 3 clusters Score -2467917 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2468057.500000 Penalty: 4894.741211
	Iteration 15Q: 3 clusters Score -2468058 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2468157.750000 Penalty: 4894.741211
	Iteration 16Q: 3 clusters Score -2468158 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2468247.500000 Penalty: 4894.741211
	Iteration 17Q: 3 clusters Score -2468248 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2468338.250000 Penalty: 4894.741211
	Iteration 18Q: 3 clusters Score -2468338 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2468421.250000 Penalty: 4894.741211
	Iteration 19Q: 3 clusters Score -2468421 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2468484.000000 Penalty: 4894.741211
	Iteration 20F: 3 clusters Score -2468484 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2468547.500000 Penalty: 4894.741211
	Iteration 21Q: 3 clusters Score -2468548 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2468600.250000 Penalty: 4894.741211
	Iteration 22Q: 3 clusters Score -2468600 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2468631.250000 Penalty: 4894.741211
	Iteration 23Q: 3 clusters Score -2468631 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2468663.500000 Penalty: 4894.741211
	Iteration 24Q: 3 clusters Score -2468664 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2468681.750000 Penalty: 4894.741211
	Iteration 25Q: 3 clusters Score -2468682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2468703.750000 Penalty: 4894.741211
	Iteration 26Q: 3 clusters Score -2468704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2468707.250000 Penalty: 4894.741211
	Iteration 27Q: 3 clusters Score -2468707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2468714.250000 Penalty: 4894.741211
	Iteration 28Q: 3 clusters Score -2468714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2468728.250000 Penalty: 4894.741211
	Iteration 29Q: 3 clusters Score -2468728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2468724.750000 Penalty: 4894.741211
	Iteration 30Q: 3 clusters Score -2468725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2468733.000000 Penalty: 4894.741211
	Iteration 31Q: 3 clusters Score -2468733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2468732.000000 Penalty: 4894.741211
	Iteration 32Q: 3 clusters Score -2468732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2468739.750000 Penalty: 4894.741211
	Iteration 33Q: 3 clusters Score -2468740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2468744.250000 Penalty: 4894.741211
	Iteration 34Q: 3 clusters Score -2468744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2468752.750000 Penalty: 4894.741211
	Iteration 35Q: 3 clusters Score -2468753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2468755.250000 Penalty: 4894.741211
	Iteration 36Q: 3 clusters Score -2468755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2468752.250000 Penalty: 4894.741211
	Iteration 37Q: 3 clusters Score -2468752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2468754.000000 Penalty: 4894.741211
	Iteration 38Q: 3 clusters Score -2468754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2468760.000000 Penalty: 4894.741211
	Iteration 39Q: 3 clusters Score -2468760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2468759.500000 Penalty: 4894.741211
	Iteration 40F: 3 clusters Score -2468760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2468763.500000 Penalty: 4894.741211
	Iteration 41Q: 3 clusters Score -2468764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2468764.000000 Penalty: 4894.741211
	Iteration 42Q: 3 clusters Score -2468764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2468770.500000 Penalty: 4894.741211
	Iteration 43Q: 3 clusters Score -2468770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2468768.000000 Penalty: 4894.741211
	Iteration 44Q: 3 clusters Score -2468768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2468765.000000 Penalty: 4894.741211
	Iteration 45Q: 3 clusters Score -2468765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2468765.250000 Penalty: 4894.741211
	Iteration 46Q: 3 clusters Score -2468765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2468765.250000 Penalty: 4894.741211
	Iteration 47F: 3 clusters Score -2468765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Entering Unmasked Estep 
Score: -1824007.625000 Penalty: 2401.127930
	Iteration 0F: 2 clusters Score -1824008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1812493.750000 Penalty: 4802.255859
	Iteration 0F: 3 clusters Score -1812494 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1816699.250000 Penalty: 4802.255859
	Iteration 1F: 3 clusters Score -1816699 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1817658.000000 Penalty: 4802.255859
	Iteration 2F: 3 clusters Score -1817658 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1818614.750000 Penalty: 4802.255859
	Iteration 3F: 3 clusters Score -1818615 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1819534.000000 Penalty: 4802.255859
	Iteration 4F: 3 clusters Score -1819534 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1820290.375000 Penalty: 4802.255859
	Iteration 5F: 3 clusters Score -1820290 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1820830.875000 Penalty: 4802.255859
	Iteration 6F: 3 clusters Score -1820831 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1821158.250000 Penalty: 4802.255859
	Iteration 7Q: 3 clusters Score -1821158 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1821412.375000 Penalty: 4802.255859
	Iteration 8Q: 3 clusters Score -1821412 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1821614.250000 Penalty: 4802.255859
	Iteration 9Q: 3 clusters Score -1821614 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1821725.750000 Penalty: 4802.255859
	Iteration 10Q: 3 clusters Score -1821726 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1821805.000000 Penalty: 4802.255859
	Iteration 11Q: 3 clusters Score -1821805 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1821865.500000 Penalty: 4802.255859
	Iteration 12Q: 3 clusters Score -1821866 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1821913.125000 Penalty: 4802.255859
	Iteration 13Q: 3 clusters Score -1821913 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1821953.125000 Penalty: 4802.255859
	Iteration 14Q: 3 clusters Score -1821953 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1821984.875000 Penalty: 4802.255859
	Iteration 15Q: 3 clusters Score -1821985 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1822020.375000 Penalty: 4802.255859
	Iteration 16Q: 3 clusters Score -1822020 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1822055.125000 Penalty: 4802.255859
	Iteration 17Q: 3 clusters Score -1822055 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1822088.125000 Penalty: 4802.255859
	Iteration 18Q: 3 clusters Score -1822088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1822120.875000 Penalty: 4802.255859
	Iteration 19Q: 3 clusters Score -1822121 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1822153.000000 Penalty: 4802.255859
	Iteration 20F: 3 clusters Score -1822153 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1822180.125000 Penalty: 4802.255859
	Iteration 21Q: 3 clusters Score -1822180 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1822204.500000 Penalty: 4802.255859
	Iteration 22Q: 3 clusters Score -1822204 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1822229.375000 Penalty: 4802.255859
	Iteration 23Q: 3 clusters Score -1822229 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1822246.000000 Penalty: 4802.255859
	Iteration 24Q: 3 clusters Score -1822246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1822263.750000 Penalty: 4802.255859
	Iteration 25Q: 3 clusters Score -1822264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1822274.000000 Penalty: 4802.255859
	Iteration 26Q: 3 clusters Score -1822274 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1822289.875000 Penalty: 4802.255859
	Iteration 27Q: 3 clusters Score -1822290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1822300.250000 Penalty: 4802.255859
	Iteration 28Q: 3 clusters Score -1822300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1822306.125000 Penalty: 4802.255859
	Iteration 29Q: 3 clusters Score -1822306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1822311.125000 Penalty: 4802.255859
	Iteration 30Q: 3 clusters Score -1822311 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1822321.625000 Penalty: 4802.255859
	Iteration 31Q: 3 clusters Score -1822322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1822323.500000 Penalty: 4802.255859
	Iteration 32Q: 3 clusters Score -1822324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1822329.625000 Penalty: 4802.255859
	Iteration 33Q: 3 clusters Score -1822330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1822334.875000 Penalty: 4802.255859
	Iteration 34Q: 3 clusters Score -1822335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1822336.500000 Penalty: 4802.255859
	Iteration 35Q: 3 clusters Score -1822336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1822346.250000 Penalty: 4802.255859
	Iteration 36Q: 3 clusters Score -1822346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1822346.625000 Penalty: 4802.255859
	Iteration 37Q: 3 clusters Score -1822347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1822352.750000 Penalty: 4802.255859
	Iteration 38Q: 3 clusters Score -1822353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1822348.875000 Penalty: 4802.255859
	Iteration 39Q: 3 clusters Score -1822349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1822351.000000 Penalty: 4802.255859
	Iteration 40F: 3 clusters Score -1822351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1822354.250000 Penalty: 4802.255859
	Iteration 41Q: 3 clusters Score -1822354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1822357.000000 Penalty: 4802.255859
	Iteration 42Q: 3 clusters Score -1822357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1822359.875000 Penalty: 4802.255859
	Iteration 43Q: 3 clusters Score -1822360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1822368.625000 Penalty: 4802.255859
	Iteration 44Q: 3 clusters Score -1822369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1822369.625000 Penalty: 4802.255859
	Iteration 45Q: 3 clusters Score -1822370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1822369.375000 Penalty: 4802.255859
	Iteration 46Q: 3 clusters Score -1822369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1822368.250000 Penalty: 4802.255859
	Iteration 47Q: 3 clusters Score -1822368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1822371.750000 Penalty: 4802.255859
	Iteration 48Q: 3 clusters Score -1822372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1822377.500000 Penalty: 4802.255859
	Iteration 49Q: 3 clusters Score -1822378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1822380.500000 Penalty: 4802.255859
	Iteration 50Q: 3 clusters Score -1822380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1822381.125000 Penalty: 4802.255859
	Iteration 51Q: 3 clusters Score -1822381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1822383.500000 Penalty: 4802.255859
	Iteration 52Q: 3 clusters Score -1822384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1822387.750000 Penalty: 4802.255859
	Iteration 53Q: 3 clusters Score -1822388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1822388.750000 Penalty: 4802.255859
	Iteration 54Q: 3 clusters Score -1822389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1822390.000000 Penalty: 4802.255859
	Iteration 55Q: 3 clusters Score -1822390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1822394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1822398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1822398 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1822400 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1822408.250000 Penalty: 4802.255859
	Iteration 60F: 3 clusters Score -1822408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1822404 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1822409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1822408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1822414 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1822418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1822418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1822426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1822433 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1822438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1822441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1822448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1822459 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1822467 nChanged 43
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Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1822471 nChanged 65
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Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1822487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1822500 nChanged 64
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Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1822511 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1822524 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1822546 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1822575 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1822614 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1822659 nChanged 125
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Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1822711 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1822762 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1822803 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1822834 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 6501 members 
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	Iteration 87Q: 3 clusters Score -1822876 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1822893 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1822918 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 6217 members 
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	Iteration 90Q: 3 clusters Score -1822943 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1822956 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1822970 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1822990 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1823002 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1823018 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1823030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1823050 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1823065 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1823090 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1823107.500000 Penalty: 4802.255859
	Iteration 100F: 3 clusters Score -1823108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1823125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1823131.125000 Penalty: 4802.255859
	Iteration 102Q: 3 clusters Score -1823131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1823144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1823153.375000 Penalty: 4802.255859
	Iteration 104Q: 3 clusters Score -1823153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1823163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1823168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1823180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4987 members 
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	Iteration 108Q: 3 clusters Score -1823188 nChanged 44
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Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1823197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1823201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1823208 nChanged 41
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Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1823222 nChanged 40
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Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 4778 members 
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	Iteration 113Q: 3 clusters Score -1823225 nChanged 39
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Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1823234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1823241 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1823249 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1823258 nChanged 49
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Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1823264 nChanged 43
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Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1823269 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1823277 nChanged 34
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Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1823277 nChanged 22
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Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1823288 nChanged 21
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Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1823286 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1823291 nChanged 24
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Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1823294 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1823294 nChanged 22
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Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1823294 nChanged 22
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Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1823297 nChanged 18
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Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 4280 members 
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	Iteration 129Q: 3 clusters Score -1823300 nChanged 20
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Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 4260 members 
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	Iteration 130Q: 3 clusters Score -1823308 nChanged 27
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Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1823311 nChanged 24
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Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4209 members 
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	Iteration 132Q: 3 clusters Score -1823315 nChanged 23
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Mstep: Class 1 contains 11838 members 
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	Iteration 133Q: 3 clusters Score -1823319 nChanged 31
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Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1823322 nChanged 17
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Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1823326 nChanged 15
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Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1823328 nChanged 13
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Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1823333.000000 Penalty: 4802.255859
	Iteration 137Q: 3 clusters Score -1823333 nChanged 10
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Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1823336 nChanged 10
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Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1823336 nChanged 10
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Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1823339.250000 Penalty: 4802.255859
	Iteration 140F: 3 clusters Score -1823339 nChanged 13
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Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1823340 nChanged 13
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Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1823337 nChanged 13
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Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1823341.750000 Penalty: 4802.255859
	Iteration 143Q: 3 clusters Score -1823342 nChanged 9
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Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1823343 nChanged 10
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Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1823342 nChanged 6
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Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1823345 nChanged 4
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Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1823347 nChanged 3
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1823348 nChanged 8
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Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 4005 members 
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	Iteration 149Q: 3 clusters Score -1823347 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1823349.125000 Penalty: 4802.255859
	Iteration 150Q: 3 clusters Score -1823349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1823349.875000 Penalty: 4802.255859
	Iteration 151Q: 3 clusters Score -1823350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1823350.375000 Penalty: 4802.255859
	Iteration 152Q: 3 clusters Score -1823350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1823346.125000 Penalty: 4802.255859
	Iteration 153Q: 3 clusters Score -1823346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1823350.000000 Penalty: 4802.255859
	Iteration 154Q: 3 clusters Score -1823350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1823355.125000 Penalty: 4802.255859
	Iteration 155Q: 3 clusters Score -1823355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1823358.750000 Penalty: 4802.255859
	Iteration 156Q: 3 clusters Score -1823359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1823354.625000 Penalty: 4802.255859
	Iteration 157Q: 3 clusters Score -1823355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1823357.750000 Penalty: 4802.255859
	Iteration 158Q: 3 clusters Score -1823358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1823358.875000 Penalty: 4802.255859
	Iteration 159Q: 3 clusters Score -1823359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1823357.500000 Penalty: 4802.255859
	Iteration 160F: 3 clusters Score -1823358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1823357.875000 Penalty: 4802.255859
	Iteration 161Q: 3 clusters Score -1823358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1823361.875000 Penalty: 4802.255859
	Iteration 162Q: 3 clusters Score -1823362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1823367.125000 Penalty: 4802.255859
	Iteration 163Q: 3 clusters Score -1823367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1823367.000000 Penalty: 4802.255859
	Iteration 164Q: 3 clusters Score -1823367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1823368.375000 Penalty: 4802.255859
	Iteration 165Q: 3 clusters Score -1823368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1823368.375000 Penalty: 4802.255859
	Iteration 166Q: 3 clusters Score -1823368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1823367.125000 Penalty: 4802.255859
	Iteration 167Q: 3 clusters Score -1823367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1823368.750000 Penalty: 4802.255859
	Iteration 168Q: 3 clusters Score -1823369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1823369.500000 Penalty: 4802.255859
	Iteration 169Q: 3 clusters Score -1823370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1823369.500000 Penalty: 4802.255859
	Iteration 170F: 3 clusters Score -1823370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (284108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284108 members 
Entering Unmasked Estep 
Score: -36650496.000000 Penalty: 3114.163330
	Iteration 0F: 2 clusters Score -3.66505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142034 members 
Mstep: Class 2 contains 142074 members 
Entering Unmasked Estep 
Score: -36478732.000000 Penalty: 6228.326660
	Iteration 0F: 3 clusters Score -3.647873e+07 nChanged 137535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141649 members 
Mstep: Class 2 contains 142459 members 
Entering Unmasked Estep 
Score: -36559572.000000 Penalty: 6228.326660
	Iteration 1F: 3 clusters Score -3.655957e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141106 members 
Mstep: Class 2 contains 143002 members 
Entering Unmasked Estep 
Score: -36560348.000000 Penalty: 6228.326660
	Iteration 2Q: 3 clusters Score -3.656035e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140281 members 
Mstep: Class 2 contains 143827 members 
Entering Unmasked Estep 
Score: -36561528.000000 Penalty: 6228.326660
	Iteration 3Q: 3 clusters Score -3.656153e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138861 members 
Mstep: Class 2 contains 145247 members 
Entering Unmasked Estep 
Score: -36563164.000000 Penalty: 6228.326660
	Iteration 4Q: 3 clusters Score -3.656316e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136518 members 
Mstep: Class 2 contains 147590 members 
Entering Unmasked Estep 
Score: -36564604.000000 Penalty: 6228.326660
	Iteration 5Q: 3 clusters Score -3.65646e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132789 members 
Mstep: Class 2 contains 151319 members 
Entering Unmasked Estep 
Score: -36566708.000000 Penalty: 6228.326660
	Iteration 6Q: 3 clusters Score -3.656671e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126818 members 
Mstep: Class 2 contains 157290 members 
Entering Unmasked Estep 
Score: -36570248.000000 Penalty: 6228.326660
	Iteration 7Q: 3 clusters Score -3.657025e+07 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118011 members 
Mstep: Class 2 contains 166097 members 
Entering Unmasked Estep 
Score: -36575272.000000 Penalty: 6228.326660
	Iteration 8Q: 3 clusters Score -3.657527e+07 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105583 members 
Mstep: Class 2 contains 178525 members 
Entering Unmasked Estep 
Score: -36582780.000000 Penalty: 6228.326660
	Iteration 9F: 3 clusters Score -3.658278e+07 nChanged 17864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89591 members 
Mstep: Class 2 contains 194517 members 
Entering Unmasked Estep 
Score: -36594084.000000 Penalty: 6228.326660
	Iteration 10F: 3 clusters Score -3.659408e+07 nChanged 19195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 212086 members 
Entering Unmasked Estep 
Score: -36606872.000000 Penalty: 6228.326660
	Iteration 11F: 3 clusters Score -3.660687e+07 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 227902 members 
Entering Unmasked Estep 
Score: -36618772.000000 Penalty: 6228.326660
	Iteration 12F: 3 clusters Score -3.661877e+07 nChanged 13302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 239754 members 
Entering Unmasked Estep 
Score: -36626000.000000 Penalty: 6228.326660
	Iteration 13Q: 3 clusters Score -3.6626e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 248316 members 
Entering Unmasked Estep 
Score: -36630512.000000 Penalty: 6228.326660
	Iteration 14Q: 3 clusters Score -3.663051e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 254690 members 
Entering Unmasked Estep 
Score: -36633140.000000 Penalty: 6228.326660
	Iteration 15Q: 3 clusters Score -3.663314e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 259682 members 
Entering Unmasked Estep 
Score: -36635552.000000 Penalty: 6228.326660
	Iteration 16Q: 3 clusters Score -3.663555e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 263828 members 
Entering Unmasked Estep 
Score: -36637360.000000 Penalty: 6228.326660
	Iteration 17Q: 3 clusters Score -3.663736e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 267357 members 
Entering Unmasked Estep 
Score: -36639188.000000 Penalty: 6228.326660
	Iteration 18Q: 3 clusters Score -3.663919e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 270421 members 
Entering Unmasked Estep 
Score: -36640580.000000 Penalty: 6228.326660
	Iteration 19Q: 3 clusters Score -3.664058e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 272902 members 
Entering Unmasked Estep 
Score: -36641856.000000 Penalty: 6228.326660
	Iteration 20F: 3 clusters Score -3.664186e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 275067 members 
Entering Unmasked Estep 
Score: -36643044.000000 Penalty: 6228.326660
	Iteration 21Q: 3 clusters Score -3.664304e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 276802 members 
Entering Unmasked Estep 
Score: -36643948.000000 Penalty: 6228.326660
	Iteration 22Q: 3 clusters Score -3.664395e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 278196 members 
Entering Unmasked Estep 
Score: -36644716.000000 Penalty: 6228.326660
	Iteration 23Q: 3 clusters Score -3.664472e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 279254 members 
Entering Unmasked Estep 
Score: -36645400.000000 Penalty: 6228.326660
	Iteration 24Q: 3 clusters Score -3.66454e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 280096 members 
Entering Unmasked Estep 
Score: -36645908.000000 Penalty: 6228.326660
	Iteration 25Q: 3 clusters Score -3.664591e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 280713 members 
Entering Unmasked Estep 
Score: -36646240.000000 Penalty: 6228.326660
	Iteration 26Q: 3 clusters Score -3.664624e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 281169 members 
Entering Unmasked Estep 
Score: -36646504.000000 Penalty: 6228.326660
	Iteration 27Q: 3 clusters Score -3.66465e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 281516 members 
Entering Unmasked Estep 
Score: -36646700.000000 Penalty: 6228.326660
	Iteration 28Q: 3 clusters Score -3.66467e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 281790 members 
Entering Unmasked Estep 
Score: -36646892.000000 Penalty: 6228.326660
	Iteration 29Q: 3 clusters Score -3.664689e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 281996 members 
Entering Unmasked Estep 
Score: -36647096.000000 Penalty: 6228.326660
	Iteration 30Q: 3 clusters Score -3.66471e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 282166 members 
Entering Unmasked Estep 
Score: -36647272.000000 Penalty: 6228.326660
	Iteration 31Q: 3 clusters Score -3.664727e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 282304 members 
Entering Unmasked Estep 
Score: -36647396.000000 Penalty: 6228.326660
	Iteration 32Q: 3 clusters Score -3.66474e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 282408 members 
Entering Unmasked Estep 
Score: -36647504.000000 Penalty: 6228.326660
	Iteration 33Q: 3 clusters Score -3.66475e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 282489 members 
Entering Unmasked Estep 
Score: -36647600.000000 Penalty: 6228.326660
	Iteration 34Q: 3 clusters Score -3.66476e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 282564 members 
Entering Unmasked Estep 
Score: -36647656.000000 Penalty: 6228.326660
	Iteration 35Q: 3 clusters Score -3.664766e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 282619 members 
Entering Unmasked Estep 
Score: -36647700.000000 Penalty: 6228.326660
	Iteration 36Q: 3 clusters Score -3.66477e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 282673 members 
Entering Unmasked Estep 
Score: -36647708.000000 Penalty: 6228.326660
	Iteration 37Q: 3 clusters Score -3.664771e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 282715 members 
Entering Unmasked Estep 
Score: -36647716.000000 Penalty: 6228.326660
	Iteration 38Q: 3 clusters Score -3.664772e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 282748 members 
Entering Unmasked Estep 
Score: -36647740.000000 Penalty: 6228.326660
	Iteration 39Q: 3 clusters Score -3.664774e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 282776 members 
Entering Unmasked Estep 
Score: -36647800.000000 Penalty: 6228.326660
	Iteration 40F: 3 clusters Score -3.66478e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 282800 members 
Entering Unmasked Estep 
Score: -36647800.000000 Penalty: 6228.326660
	Iteration 41Q: 3 clusters Score -3.66478e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 282825 members 
Entering Unmasked Estep 
Score: -36647820.000000 Penalty: 6228.326660
	Iteration 42Q: 3 clusters Score -3.664782e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 282846 members 
Entering Unmasked Estep 
Score: -36647836.000000 Penalty: 6228.326660
	Iteration 43Q: 3 clusters Score -3.664784e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 282866 members 
Entering Unmasked Estep 
Score: -36647868.000000 Penalty: 6228.326660
	Iteration 44Q: 3 clusters Score -3.664787e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 282889 members 
Entering Unmasked Estep 
Score: -36647900.000000 Penalty: 6228.326660
	Iteration 45Q: 3 clusters Score -3.66479e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 282908 members 
Entering Unmasked Estep 
Score: -36647952.000000 Penalty: 6228.326660
	Iteration 46Q: 3 clusters Score -3.664795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 282933 members 
Entering Unmasked Estep 
Score: -36647932.000000 Penalty: 6228.326660
	Iteration 47Q: 3 clusters Score -3.664793e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 282945 members 
Entering Unmasked Estep 
Score: -36647976.000000 Penalty: 6228.326660
	Iteration 48Q: 3 clusters Score -3.664798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 282961 members 
Entering Unmasked Estep 
Score: -36647968.000000 Penalty: 6228.326660
	Iteration 49Q: 3 clusters Score -3.664797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 282973 members 
Entering Unmasked Estep 
Score: -36647980.000000 Penalty: 6228.326660
	Iteration 50Q: 3 clusters Score -3.664798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 282978 members 
Entering Unmasked Estep 
Score: -36647956.000000 Penalty: 6228.326660
	Iteration 51Q: 3 clusters Score -3.664796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 282987 members 
Entering Unmasked Estep 
Score: -36647972.000000 Penalty: 6228.326660
	Iteration 52Q: 3 clusters Score -3.664797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 282995 members 
Entering Unmasked Estep 
Score: -36647956.000000 Penalty: 6228.326660
	Iteration 53Q: 3 clusters Score -3.664796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 283002 members 
Entering Unmasked Estep 
Score: -36647956.000000 Penalty: 6228.326660
	Iteration 54Q: 3 clusters Score -3.664796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 283006 members 
Entering Unmasked Estep 
Score: -36647960.000000 Penalty: 6228.326660
	Iteration 55Q: 3 clusters Score -3.664796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 283009 members 
Entering Unmasked Estep 
Score: -36647956.000000 Penalty: 6228.326660
	Iteration 56Q: 3 clusters Score -3.664796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 283014 members 
Entering Unmasked Estep 
Score: -36647976.000000 Penalty: 6228.326660
	Iteration 57Q: 3 clusters Score -3.664798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 283015 members 
Entering Unmasked Estep 
Score: -36647968.000000 Penalty: 6228.326660
	Iteration 58Q: 3 clusters Score -3.664797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 283017 members 
Entering Unmasked Estep 
Score: -36648000.000000 Penalty: 6228.326660
	Iteration 59Q: 3 clusters Score -3.6648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 283016 members 
Entering Unmasked Estep 
Score: -36647988.000000 Penalty: 6228.326660
	Iteration 60F: 3 clusters Score -3.664799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 283018 members 
Entering Unmasked Estep 
Score: -36647992.000000 Penalty: 6228.326660
	Iteration 61Q: 3 clusters Score -3.664799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 283017 members 
Entering Unmasked Estep 
Score: -36648000.000000 Penalty: 6228.326660
	Iteration 62Q: 3 clusters Score -3.6648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 283018 members 
Entering Unmasked Estep 
Score: -36647992.000000 Penalty: 6228.326660
	Iteration 63Q: 3 clusters Score -3.664799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 283018 members 
Entering Unmasked Estep 
Score: -36647992.000000 Penalty: 6228.326660
	Iteration 64F: 3 clusters Score -3.664799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -939170.750000 Penalty: 2222.195801
	Iteration 0F: 2 clusters Score -939170.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -932971.000000 Penalty: 4444.391602
	Iteration 0F: 3 clusters Score -932971 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -934816.187500 Penalty: 4444.391602
	Iteration 1F: 3 clusters Score -934816.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -935247.250000 Penalty: 4444.391602
	Iteration 2F: 3 clusters Score -935247.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -935604.562500 Penalty: 4444.391602
	Iteration 3F: 3 clusters Score -935604.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -935888.062500 Penalty: 4444.391602
	Iteration 4F: 3 clusters Score -935888.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -936113.125000 Penalty: 4444.391602
	Iteration 5Q: 3 clusters Score -936113.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -936293.562500 Penalty: 4444.391602
	Iteration 6Q: 3 clusters Score -936293.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -936419.000000 Penalty: 4444.391602
	Iteration 7Q: 3 clusters Score -936419 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -936533.687500 Penalty: 4444.391602
	Iteration 8Q: 3 clusters Score -936533.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -936615.625000 Penalty: 4444.391602
	Iteration 9Q: 3 clusters Score -936615.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -936681.937500 Penalty: 4444.391602
	Iteration 10Q: 3 clusters Score -936681.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -936731.312500 Penalty: 4444.391602
	Iteration 11Q: 3 clusters Score -936731.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -936773.937500 Penalty: 4444.391602
	Iteration 12Q: 3 clusters Score -936773.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -936831.312500 Penalty: 4444.391602
	Iteration 13Q: 3 clusters Score -936831.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -936897.937500 Penalty: 4444.391602
	Iteration 14Q: 3 clusters Score -936897.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -936978.687500 Penalty: 4444.391602
	Iteration 15Q: 3 clusters Score -936978.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -937063.562500 Penalty: 4444.391602
	Iteration 16Q: 3 clusters Score -937063.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -937144.062500 Penalty: 4444.391602
	Iteration 17Q: 3 clusters Score -937144.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -937215.000000 Penalty: 4444.391602
	Iteration 18Q: 3 clusters Score -937215 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -937262.687500 Penalty: 4444.391602
	Iteration 19Q: 3 clusters Score -937262.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -937328.625000 Penalty: 4444.391602
	Iteration 20F: 3 clusters Score -937328.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -937378.562500 Penalty: 4444.391602
	Iteration 21Q: 3 clusters Score -937378.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -937414.000000 Penalty: 4444.391602
	Iteration 22Q: 3 clusters Score -937414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -937442.437500 Penalty: 4444.391602
	Iteration 23Q: 3 clusters Score -937442.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -937462.875000 Penalty: 4444.391602
	Iteration 24Q: 3 clusters Score -937462.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -937475.937500 Penalty: 4444.391602
	Iteration 25Q: 3 clusters Score -937475.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -937490.375000 Penalty: 4444.391602
	Iteration 26Q: 3 clusters Score -937490.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -937502.437500 Penalty: 4444.391602
	Iteration 27Q: 3 clusters Score -937502.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -937511.812500 Penalty: 4444.391602
	Iteration 28Q: 3 clusters Score -937511.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -937518.000000 Penalty: 4444.391602
	Iteration 29Q: 3 clusters Score -937518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -937525.125000 Penalty: 4444.391602
	Iteration 30Q: 3 clusters Score -937525.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -937534.687500 Penalty: 4444.391602
	Iteration 31Q: 3 clusters Score -937534.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -937549.312500 Penalty: 4444.391602
	Iteration 32Q: 3 clusters Score -937549.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -937563.062500 Penalty: 4444.391602
	Iteration 33Q: 3 clusters Score -937563.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -937573.937500 Penalty: 4444.391602
	Iteration 34Q: 3 clusters Score -937573.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -937586.312500 Penalty: 4444.391602
	Iteration 35Q: 3 clusters Score -937586.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -937599.125000 Penalty: 4444.391602
	Iteration 36Q: 3 clusters Score -937599.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -937607.312500 Penalty: 4444.391602
	Iteration 37Q: 3 clusters Score -937607.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -937616.125000 Penalty: 4444.391602
	Iteration 38Q: 3 clusters Score -937616.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -937620.187500 Penalty: 4444.391602
	Iteration 39Q: 3 clusters Score -937620.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -937622.375000 Penalty: 4444.391602
	Iteration 40F: 3 clusters Score -937622.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -937622.937500 Penalty: 4444.391602
	Iteration 41Q: 3 clusters Score -937622.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -937625.687500 Penalty: 4444.391602
	Iteration 42Q: 3 clusters Score -937625.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -937626.687500 Penalty: 4444.391602
	Iteration 43Q: 3 clusters Score -937626.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -937627.375000 Penalty: 4444.391602
	Iteration 44Q: 3 clusters Score -937627.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -937628.062500 Penalty: 4444.391602
	Iteration 45Q: 3 clusters Score -937628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -937629.250000 Penalty: 4444.391602
	Iteration 46Q: 3 clusters Score -937629.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -937631.312500 Penalty: 4444.391602
	Iteration 47Q: 3 clusters Score -937631.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -937633.937500 Penalty: 4444.391602
	Iteration 48Q: 3 clusters Score -937633.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -937634.375000 Penalty: 4444.391602
	Iteration 49Q: 3 clusters Score -937634.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -937634.375000 Penalty: 4444.391602
	Iteration 50Q: 3 clusters Score -937634.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -937635.375000 Penalty: 4444.391602
	Iteration 51Q: 3 clusters Score -937635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -937637.562500 Penalty: 4444.391602
	Iteration 52Q: 3 clusters Score -937637.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -937636.937500 Penalty: 4444.391602
	Iteration 53Q: 3 clusters Score -937636.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -937640.937500 Penalty: 4444.391602
	Iteration 54Q: 3 clusters Score -937640.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -937641.812500 Penalty: 4444.391602
	Iteration 55Q: 3 clusters Score -937641.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -937644.437500 Penalty: 4444.391602
	Iteration 56Q: 3 clusters Score -937644.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -937649.437500 Penalty: 4444.391602
	Iteration 57Q: 3 clusters Score -937649.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -937651.937500 Penalty: 4444.391602
	Iteration 58Q: 3 clusters Score -937651.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -937654.812500 Penalty: 4444.391602
	Iteration 59Q: 3 clusters Score -937654.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -937655.562500 Penalty: 4444.391602
	Iteration 60F: 3 clusters Score -937655.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -937658.937500 Penalty: 4444.391602
	Iteration 61Q: 3 clusters Score -937658.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -937659.062500 Penalty: 4444.391602
	Iteration 62Q: 3 clusters Score -937659.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -937661.562500 Penalty: 4444.391602
	Iteration 63Q: 3 clusters Score -937661.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -937667.875000 Penalty: 4444.391602
	Iteration 64Q: 3 clusters Score -937667.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -937674.687500 Penalty: 4444.391602
	Iteration 65Q: 3 clusters Score -937674.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -937680.562500 Penalty: 4444.391602
	Iteration 66Q: 3 clusters Score -937680.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -937687.312500 Penalty: 4444.391602
	Iteration 67Q: 3 clusters Score -937687.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -937690.375000 Penalty: 4444.391602
	Iteration 68Q: 3 clusters Score -937690.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -937696.437500 Penalty: 4444.391602
	Iteration 69Q: 3 clusters Score -937696.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -937700.937500 Penalty: 4444.391602
	Iteration 70Q: 3 clusters Score -937700.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -937704.250000 Penalty: 4444.391602
	Iteration 71Q: 3 clusters Score -937704.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -937708.750000 Penalty: 4444.391602
	Iteration 72Q: 3 clusters Score -937708.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -937716.125000 Penalty: 4444.391602
	Iteration 73Q: 3 clusters Score -937716.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -937722.875000 Penalty: 4444.391602
	Iteration 74Q: 3 clusters Score -937722.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -937732.125000 Penalty: 4444.391602
	Iteration 75Q: 3 clusters Score -937732.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -937739.125000 Penalty: 4444.391602
	Iteration 76Q: 3 clusters Score -937739.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -937747.250000 Penalty: 4444.391602
	Iteration 77Q: 3 clusters Score -937747.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -937755.375000 Penalty: 4444.391602
	Iteration 78Q: 3 clusters Score -937755.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -937763.250000 Penalty: 4444.391602
	Iteration 79Q: 3 clusters Score -937763.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -937768.750000 Penalty: 4444.391602
	Iteration 80F: 3 clusters Score -937768.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -937779.000000 Penalty: 4444.391602
	Iteration 81Q: 3 clusters Score -937779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -937784.562500 Penalty: 4444.391602
	Iteration 82Q: 3 clusters Score -937784.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -937788.500000 Penalty: 4444.391602
	Iteration 83Q: 3 clusters Score -937788.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -937792.375000 Penalty: 4444.391602
	Iteration 84Q: 3 clusters Score -937792.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -937800.062500 Penalty: 4444.391602
	Iteration 85Q: 3 clusters Score -937800.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -937803.000000 Penalty: 4444.391602
	Iteration 86Q: 3 clusters Score -937803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -937809.875000 Penalty: 4444.391602
	Iteration 87Q: 3 clusters Score -937809.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -937818.750000 Penalty: 4444.391602
	Iteration 88Q: 3 clusters Score -937818.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -937824.375000 Penalty: 4444.391602
	Iteration 89Q: 3 clusters Score -937824.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -937835.187500 Penalty: 4444.391602
	Iteration 90Q: 3 clusters Score -937835.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -937846.062500 Penalty: 4444.391602
	Iteration 91Q: 3 clusters Score -937846.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -937860.500000 Penalty: 4444.391602
	Iteration 92Q: 3 clusters Score -937860.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -937872.750000 Penalty: 4444.391602
	Iteration 93Q: 3 clusters Score -937872.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -937882.375000 Penalty: 4444.391602
	Iteration 94Q: 3 clusters Score -937882.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -937898.062500 Penalty: 4444.391602
	Iteration 95Q: 3 clusters Score -937898.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -937916.062500 Penalty: 4444.391602
	Iteration 96Q: 3 clusters Score -937916.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -937928.562500 Penalty: 4444.391602
	Iteration 97Q: 3 clusters Score -937928.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -937945.625000 Penalty: 4444.391602
	Iteration 98Q: 3 clusters Score -937945.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -937962.312500 Penalty: 4444.391602
	Iteration 99Q: 3 clusters Score -937962.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -937985.750000 Penalty: 4444.391602
	Iteration 100F: 3 clusters Score -937985.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -938007.000000 Penalty: 4444.391602
	Iteration 101Q: 3 clusters Score -938007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -938028.375000 Penalty: 4444.391602
	Iteration 102Q: 3 clusters Score -938028.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -938043.312500 Penalty: 4444.391602
	Iteration 103Q: 3 clusters Score -938043.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -938053.187500 Penalty: 4444.391602
	Iteration 104Q: 3 clusters Score -938053.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -938072.625000 Penalty: 4444.391602
	Iteration 105Q: 3 clusters Score -938072.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -938086.062500 Penalty: 4444.391602
	Iteration 106Q: 3 clusters Score -938086.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -938096.812500 Penalty: 4444.391602
	Iteration 107Q: 3 clusters Score -938096.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -938105.062500 Penalty: 4444.391602
	Iteration 108Q: 3 clusters Score -938105.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -938116.250000 Penalty: 4444.391602
	Iteration 109Q: 3 clusters Score -938116.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -938123.250000 Penalty: 4444.391602
	Iteration 110Q: 3 clusters Score -938123.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -938130.437500 Penalty: 4444.391602
	Iteration 111Q: 3 clusters Score -938130.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -938133.375000 Penalty: 4444.391602
	Iteration 112Q: 3 clusters Score -938133.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -938137.812500 Penalty: 4444.391602
	Iteration 113Q: 3 clusters Score -938137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -938140.250000 Penalty: 4444.391602
	Iteration 114Q: 3 clusters Score -938140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -938142.000000 Penalty: 4444.391602
	Iteration 115Q: 3 clusters Score -938142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -938142.000000 Penalty: 4444.391602
	Iteration 116F: 3 clusters Score -938142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Entering Unmasked Estep 
Score: -5581210.500000 Penalty: 2651.647217
	Iteration 0F: 2 clusters Score -5581210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -5551339.000000 Penalty: 5303.294434
	Iteration 0F: 3 clusters Score -5551339 nChanged 20252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -5562525.000000 Penalty: 5303.294434
	Iteration 1F: 3 clusters Score -5562525 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -5563108.500000 Penalty: 5303.294434
	Iteration 2Q: 3 clusters Score -5563108 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -5563815.000000 Penalty: 5303.294434
	Iteration 3Q: 3 clusters Score -5563815 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -5564869.000000 Penalty: 5303.294434
	Iteration 4Q: 3 clusters Score -5564869 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -5566468.500000 Penalty: 5303.294434
	Iteration 5F: 3 clusters Score -5566468 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -5568887.000000 Penalty: 5303.294434
	Iteration 6F: 3 clusters Score -5568887 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -5572127.000000 Penalty: 5303.294434
	Iteration 7F: 3 clusters Score -5572127 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -5575314.000000 Penalty: 5303.294434
	Iteration 8F: 3 clusters Score -5575314 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -5577316.000000 Penalty: 5303.294434
	Iteration 9Q: 3 clusters Score -5577316 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -5578243.000000 Penalty: 5303.294434
	Iteration 10Q: 3 clusters Score -5578243 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -5578571.000000 Penalty: 5303.294434
	Iteration 11Q: 3 clusters Score -5578571 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -5578709.000000 Penalty: 5303.294434
	Iteration 12Q: 3 clusters Score -5578709 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -5578776.000000 Penalty: 5303.294434
	Iteration 13Q: 3 clusters Score -5578776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -5578807.000000 Penalty: 5303.294434
	Iteration 14Q: 3 clusters Score -5578807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -5578822.500000 Penalty: 5303.294434
	Iteration 15Q: 3 clusters Score -5578822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5578836.500000 Penalty: 5303.294434
	Iteration 16Q: 3 clusters Score -5578836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -5578856.500000 Penalty: 5303.294434
	Iteration 17Q: 3 clusters Score -5578856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -5578861.500000 Penalty: 5303.294434
	Iteration 18Q: 3 clusters Score -5578862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -5578863.500000 Penalty: 5303.294434
	Iteration 19Q: 3 clusters Score -5578864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -5578866.000000 Penalty: 5303.294434
	Iteration 20F: 3 clusters Score -5578866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -5578865.000000 Penalty: 5303.294434
	Iteration 21Q: 3 clusters Score -5578865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -5578865.000000 Penalty: 5303.294434
	Iteration 22F: 3 clusters Score -5578865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Entering Unmasked Estep 
Score: -5522280.500000 Penalty: 2646.644043
	Iteration 0F: 2 clusters Score -5522280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -5492929.000000 Penalty: 5293.288086
	Iteration 0F: 3 clusters Score -5492929 nChanged 19765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -5504306.500000 Penalty: 5293.288086
	Iteration 1F: 3 clusters Score -5504306 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -5505525.500000 Penalty: 5293.288086
	Iteration 2F: 3 clusters Score -5505526 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -5507545.500000 Penalty: 5293.288086
	Iteration 3F: 3 clusters Score -5507546 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -5510363.500000 Penalty: 5293.288086
	Iteration 4F: 3 clusters Score -5510364 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -5513636.000000 Penalty: 5293.288086
	Iteration 5F: 3 clusters Score -5513636 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -5516926.000000 Penalty: 5293.288086
	Iteration 6F: 3 clusters Score -5516926 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -5519747.000000 Penalty: 5293.288086
	Iteration 7F: 3 clusters Score -5519747 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -5521533.500000 Penalty: 5293.288086
	Iteration 8Q: 3 clusters Score -5521534 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -5522210.500000 Penalty: 5293.288086
	Iteration 9Q: 3 clusters Score -5522210 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -5522356.000000 Penalty: 5293.288086
	Iteration 10Q: 3 clusters Score -5522356 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -5522424.000000 Penalty: 5293.288086
	Iteration 11Q: 3 clusters Score -5522424 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -5522468.000000 Penalty: 5293.288086
	Iteration 12Q: 3 clusters Score -5522468 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -5522488.000000 Penalty: 5293.288086
	Iteration 13Q: 3 clusters Score -5522488 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -5522489.000000 Penalty: 5293.288086
	Iteration 14Q: 3 clusters Score -5522489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -5522486.500000 Penalty: 5293.288086
	Iteration 15Q: 3 clusters Score -5522486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -5522492.500000 Penalty: 5293.288086
	Iteration 16Q: 3 clusters Score -5522492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -5522497.000000 Penalty: 5293.288086
	Iteration 17Q: 3 clusters Score -5522497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -5522500.000000 Penalty: 5293.288086
	Iteration 18Q: 3 clusters Score -5522500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -5522490.500000 Penalty: 5293.288086
	Iteration 19Q: 3 clusters Score -5522490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -5522494.000000 Penalty: 5293.288086
	Iteration 20F: 3 clusters Score -5522494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -5522487.500000 Penalty: 5293.288086
	Iteration 21Q: 3 clusters Score -5522488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -5522484.500000 Penalty: 5293.288086
	Iteration 22Q: 3 clusters Score -5522484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -5522486.000000 Penalty: 5293.288086
	Iteration 23Q: 3 clusters Score -5522486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -5522493.000000 Penalty: 5293.288086
	Iteration 24Q: 3 clusters Score -5522493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -5522493.000000 Penalty: 5293.288086
	Iteration 25F: 3 clusters Score -5522493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 16026 members 
Mstep: Class 4 contains 284108 members 
Mstep: Class 5 contains 7789 members 
Mstep: Class 6 contains 44008 members 
Mstep: Class 7 contains 36113 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 13644 members 
Mstep: Class 13 contains 52986 members 
Mstep: Class 14 contains 104425 members 
Mstep: Class 15 contains 39626 members 
Mstep: Class 16 contains 106442 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9084 members 
Mstep: Class 19 contains 53827 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45662 members 
Mstep: Class 22 contains 14874 members 
Mstep: Class 23 contains 73833 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9448 members 
Mstep: Class 26 contains 78036 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 153086 members 
Mstep: Class 30 contains 4452 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 7016 members 
Entering Unmasked Estep 
Score: -157742240.000000 Penalty: 111509.140625
Splitting cluster 7 changes total score from -157743152.000000 to -157742240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (9728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Entering Unmasked Estep 
Score: -1173979.750000 Penalty: 2277.325439
	Iteration 0F: 2 clusters Score -1173980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1166378.250000 Penalty: 4554.650879
	Iteration 0F: 3 clusters Score -1166378 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1168454.375000 Penalty: 4554.650879
	Iteration 1F: 3 clusters Score -1168454 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1168762.750000 Penalty: 4554.650879
	Iteration 2F: 3 clusters Score -1168763 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1169044.750000 Penalty: 4554.650879
	Iteration 3F: 3 clusters Score -1169045 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1169290.000000 Penalty: 4554.650879
	Iteration 4Q: 3 clusters Score -1169290 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1169501.125000 Penalty: 4554.650879
	Iteration 5Q: 3 clusters Score -1169501 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1169688.875000 Penalty: 4554.650879
	Iteration 6Q: 3 clusters Score -1169689 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1169880.625000 Penalty: 4554.650879
	Iteration 7Q: 3 clusters Score -1169881 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1170087.250000 Penalty: 4554.650879
	Iteration 8Q: 3 clusters Score -1170087 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1170309.375000 Penalty: 4554.650879
	Iteration 9Q: 3 clusters Score -1170309 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1170616.000000 Penalty: 4554.650879
	Iteration 10Q: 3 clusters Score -1170616 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1170988.125000 Penalty: 4554.650879
	Iteration 11Q: 3 clusters Score -1170988 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1171389.000000 Penalty: 4554.650879
	Iteration 12Q: 3 clusters Score -1171389 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1171918.625000 Penalty: 4554.650879
	Iteration 13F: 3 clusters Score -1171919 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1172503.250000 Penalty: 4554.650879
	Iteration 14F: 3 clusters Score -1172503 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1173146.000000 Penalty: 4554.650879
	Iteration 15F: 3 clusters Score -1173146 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1173618.375000 Penalty: 4554.650879
	Iteration 16Q: 3 clusters Score -1173618 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1173822.000000 Penalty: 4554.650879
	Iteration 17Q: 3 clusters Score -1173822 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1173897.625000 Penalty: 4554.650879
	Iteration 18Q: 3 clusters Score -1173898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1173937.375000 Penalty: 4554.650879
	Iteration 19Q: 3 clusters Score -1173937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1173951.375000 Penalty: 4554.650879
	Iteration 20F: 3 clusters Score -1173951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1173956.875000 Penalty: 4554.650879
	Iteration 21Q: 3 clusters Score -1173957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1173961.375000 Penalty: 4554.650879
	Iteration 22Q: 3 clusters Score -1173961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1173963.250000 Penalty: 4554.650879
	Iteration 23Q: 3 clusters Score -1173963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1173963.250000 Penalty: 4554.650879
	Iteration 24Q: 3 clusters Score -1173963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1173961.875000 Penalty: 4554.650879
	Iteration 25Q: 3 clusters Score -1173962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1173960.750000 Penalty: 4554.650879
	Iteration 26Q: 3 clusters Score -1173961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1173961.875000 Penalty: 4554.650879
	Iteration 27Q: 3 clusters Score -1173962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1173961.125000 Penalty: 4554.650879
	Iteration 28Q: 3 clusters Score -1173961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1173961.625000 Penalty: 4554.650879
	Iteration 29Q: 3 clusters Score -1173962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1173961.625000 Penalty: 4554.650879
	Iteration 30F: 3 clusters Score -1173962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Entering Unmasked Estep 
Score: -730989.687500 Penalty: 2148.515625
	Iteration 0F: 2 clusters Score -730989.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -725961.750000 Penalty: 4297.031250
	Iteration 0F: 3 clusters Score -725961.8 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -727162.750000 Penalty: 4297.031250
	Iteration 1F: 3 clusters Score -727162.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -727367.437500 Penalty: 4297.031250
	Iteration 2F: 3 clusters Score -727367.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -727507.625000 Penalty: 4297.031250
	Iteration 3Q: 3 clusters Score -727507.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -727600.812500 Penalty: 4297.031250
	Iteration 4Q: 3 clusters Score -727600.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -727664.000000 Penalty: 4297.031250
	Iteration 5Q: 3 clusters Score -727664 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -727709.750000 Penalty: 4297.031250
	Iteration 6Q: 3 clusters Score -727709.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -727749.937500 Penalty: 4297.031250
	Iteration 7Q: 3 clusters Score -727749.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -727784.500000 Penalty: 4297.031250
	Iteration 8Q: 3 clusters Score -727784.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -727816.687500 Penalty: 4297.031250
	Iteration 9Q: 3 clusters Score -727816.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -727845.562500 Penalty: 4297.031250
	Iteration 10Q: 3 clusters Score -727845.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -727868.875000 Penalty: 4297.031250
	Iteration 11Q: 3 clusters Score -727868.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -727885.750000 Penalty: 4297.031250
	Iteration 12Q: 3 clusters Score -727885.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -727895.812500 Penalty: 4297.031250
	Iteration 13Q: 3 clusters Score -727895.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -727904.250000 Penalty: 4297.031250
	Iteration 14Q: 3 clusters Score -727904.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -727911.687500 Penalty: 4297.031250
	Iteration 15Q: 3 clusters Score -727911.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -727919.375000 Penalty: 4297.031250
	Iteration 16Q: 3 clusters Score -727919.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -727924.125000 Penalty: 4297.031250
	Iteration 17Q: 3 clusters Score -727924.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -727928.875000 Penalty: 4297.031250
	Iteration 18Q: 3 clusters Score -727928.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -727934.750000 Penalty: 4297.031250
	Iteration 19Q: 3 clusters Score -727934.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -727939.875000 Penalty: 4297.031250
	Iteration 20F: 3 clusters Score -727939.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -727945.437500 Penalty: 4297.031250
	Iteration 21Q: 3 clusters Score -727945.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -727950.500000 Penalty: 4297.031250
	Iteration 22Q: 3 clusters Score -727950.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -727955.750000 Penalty: 4297.031250
	Iteration 23Q: 3 clusters Score -727955.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -727962.437500 Penalty: 4297.031250
	Iteration 24Q: 3 clusters Score -727962.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -727965.750000 Penalty: 4297.031250
	Iteration 25Q: 3 clusters Score -727965.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -727971.875000 Penalty: 4297.031250
	Iteration 26Q: 3 clusters Score -727971.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -727976.312500 Penalty: 4297.031250
	Iteration 27Q: 3 clusters Score -727976.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -727978.625000 Penalty: 4297.031250
	Iteration 28Q: 3 clusters Score -727978.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -727983.750000 Penalty: 4297.031250
	Iteration 29Q: 3 clusters Score -727983.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -727986.750000 Penalty: 4297.031250
	Iteration 30Q: 3 clusters Score -727986.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -727992.812500 Penalty: 4297.031250
	Iteration 31Q: 3 clusters Score -727992.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -727995.937500 Penalty: 4297.031250
	Iteration 32Q: 3 clusters Score -727995.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -727999.000000 Penalty: 4297.031250
	Iteration 33Q: 3 clusters Score -727999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -728001.187500 Penalty: 4297.031250
	Iteration 34Q: 3 clusters Score -728001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -728004.937500 Penalty: 4297.031250
	Iteration 35Q: 3 clusters Score -728004.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -728006.312500 Penalty: 4297.031250
	Iteration 36Q: 3 clusters Score -728006.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -728008.000000 Penalty: 4297.031250
	Iteration 37Q: 3 clusters Score -728008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -728009.312500 Penalty: 4297.031250
	Iteration 38Q: 3 clusters Score -728009.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -728008.687500 Penalty: 4297.031250
	Iteration 39Q: 3 clusters Score -728008.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -728008.375000 Penalty: 4297.031250
	Iteration 40F: 3 clusters Score -728008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -728009.625000 Penalty: 4297.031250
	Iteration 41Q: 3 clusters Score -728009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -728011.187500 Penalty: 4297.031250
	Iteration 42Q: 3 clusters Score -728011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -728010.812500 Penalty: 4297.031250
	Iteration 43Q: 3 clusters Score -728010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -728010.812500 Penalty: 4297.031250
	Iteration 44F: 3 clusters Score -728010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Entering Unmasked Estep 
Score: -2018112.750000 Penalty: 2402.947266
	Iteration 0F: 2 clusters Score -2018113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2006557.750000 Penalty: 4805.894531
	Iteration 0F: 3 clusters Score -2006558 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2010293.500000 Penalty: 4805.894531
	Iteration 1F: 3 clusters Score -2010294 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2010877.000000 Penalty: 4805.894531
	Iteration 2F: 3 clusters Score -2010877 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2011582.750000 Penalty: 4805.894531
	Iteration 3F: 3 clusters Score -2011583 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2012428.000000 Penalty: 4805.894531
	Iteration 4F: 3 clusters Score -2012428 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2013415.625000 Penalty: 4805.894531
	Iteration 5F: 3 clusters Score -2013416 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2014272.625000 Penalty: 4805.894531
	Iteration 6F: 3 clusters Score -2014273 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2014802.375000 Penalty: 4805.894531
	Iteration 7F: 3 clusters Score -2014802 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2015099.000000 Penalty: 4805.894531
	Iteration 8Q: 3 clusters Score -2015099 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2015292.500000 Penalty: 4805.894531
	Iteration 9Q: 3 clusters Score -2015292 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2015404.500000 Penalty: 4805.894531
	Iteration 10Q: 3 clusters Score -2015404 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2015486.875000 Penalty: 4805.894531
	Iteration 11Q: 3 clusters Score -2015487 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2015554.750000 Penalty: 4805.894531
	Iteration 12Q: 3 clusters Score -2015555 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2015603.750000 Penalty: 4805.894531
	Iteration 13Q: 3 clusters Score -2015604 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2015655.250000 Penalty: 4805.894531
	Iteration 14Q: 3 clusters Score -2015655 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2015690.250000 Penalty: 4805.894531
	Iteration 15Q: 3 clusters Score -2015690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2015739.375000 Penalty: 4805.894531
	Iteration 16Q: 3 clusters Score -2015739 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2015772.125000 Penalty: 4805.894531
	Iteration 17Q: 3 clusters Score -2015772 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2015799.000000 Penalty: 4805.894531
	Iteration 18Q: 3 clusters Score -2015799 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2015819.000000 Penalty: 4805.894531
	Iteration 19Q: 3 clusters Score -2015819 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2015838.000000 Penalty: 4805.894531
	Iteration 20F: 3 clusters Score -2015838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2015861.375000 Penalty: 4805.894531
	Iteration 21Q: 3 clusters Score -2015861 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2015880.875000 Penalty: 4805.894531
	Iteration 22Q: 3 clusters Score -2015881 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2015904.000000 Penalty: 4805.894531
	Iteration 23Q: 3 clusters Score -2015904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2015933.125000 Penalty: 4805.894531
	Iteration 24Q: 3 clusters Score -2015933 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2015947.000000 Penalty: 4805.894531
	Iteration 25Q: 3 clusters Score -2015947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2015966.125000 Penalty: 4805.894531
	Iteration 26Q: 3 clusters Score -2015966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2015978.000000 Penalty: 4805.894531
	Iteration 27Q: 3 clusters Score -2015978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2015995.125000 Penalty: 4805.894531
	Iteration 28Q: 3 clusters Score -2015995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2016011.500000 Penalty: 4805.894531
	Iteration 29Q: 3 clusters Score -2016012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2016016.875000 Penalty: 4805.894531
	Iteration 30Q: 3 clusters Score -2016017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2016022.875000 Penalty: 4805.894531
	Iteration 31Q: 3 clusters Score -2016023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2016029.375000 Penalty: 4805.894531
	Iteration 32Q: 3 clusters Score -2016029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2016038.625000 Penalty: 4805.894531
	Iteration 33Q: 3 clusters Score -2016039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2016046.000000 Penalty: 4805.894531
	Iteration 34Q: 3 clusters Score -2016046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2016048.500000 Penalty: 4805.894531
	Iteration 35Q: 3 clusters Score -2016048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2016051.250000 Penalty: 4805.894531
	Iteration 36Q: 3 clusters Score -2016051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2016053.125000 Penalty: 4805.894531
	Iteration 37Q: 3 clusters Score -2016053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2016062.250000 Penalty: 4805.894531
	Iteration 38Q: 3 clusters Score -2016062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2016072.000000 Penalty: 4805.894531
	Iteration 39Q: 3 clusters Score -2016072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2016075.750000 Penalty: 4805.894531
	Iteration 40F: 3 clusters Score -2016076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2016085.125000 Penalty: 4805.894531
	Iteration 41Q: 3 clusters Score -2016085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2016092.750000 Penalty: 4805.894531
	Iteration 42Q: 3 clusters Score -2016093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2016097.000000 Penalty: 4805.894531
	Iteration 43Q: 3 clusters Score -2016097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2016105.500000 Penalty: 4805.894531
	Iteration 44Q: 3 clusters Score -2016106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2016111.375000 Penalty: 4805.894531
	Iteration 45Q: 3 clusters Score -2016111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2016113.000000 Penalty: 4805.894531
	Iteration 46Q: 3 clusters Score -2016113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2016115.000000 Penalty: 4805.894531
	Iteration 47Q: 3 clusters Score -2016115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2016116.625000 Penalty: 4805.894531
	Iteration 48Q: 3 clusters Score -2016117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2016114.500000 Penalty: 4805.894531
	Iteration 49Q: 3 clusters Score -2016114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2016114.875000 Penalty: 4805.894531
	Iteration 50Q: 3 clusters Score -2016115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2016116.625000 Penalty: 4805.894531
	Iteration 51Q: 3 clusters Score -2016117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2016119.250000 Penalty: 4805.894531
	Iteration 52Q: 3 clusters Score -2016119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2016116.125000 Penalty: 4805.894531
	Iteration 53Q: 3 clusters Score -2016116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2016118.500000 Penalty: 4805.894531
	Iteration 54Q: 3 clusters Score -2016118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2016118.375000 Penalty: 4805.894531
	Iteration 55Q: 3 clusters Score -2016118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2016117.000000 Penalty: 4805.894531
	Iteration 56Q: 3 clusters Score -2016117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2016118.875000 Penalty: 4805.894531
	Iteration 57Q: 3 clusters Score -2016119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2016118.250000 Penalty: 4805.894531
	Iteration 58Q: 3 clusters Score -2016118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2016118.000000 Penalty: 4805.894531
	Iteration 59Q: 3 clusters Score -2016118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2016122.250000 Penalty: 4805.894531
	Iteration 60F: 3 clusters Score -2016122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2016122.250000 Penalty: 4805.894531
	Iteration 61Q: 3 clusters Score -2016122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2016120.000000 Penalty: 4805.894531
	Iteration 62Q: 3 clusters Score -2016120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2016120.375000 Penalty: 4805.894531
	Iteration 63Q: 3 clusters Score -2016120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2016119.250000 Penalty: 4805.894531
	Iteration 64Q: 3 clusters Score -2016119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2016122.000000 Penalty: 4805.894531
	Iteration 65Q: 3 clusters Score -2016122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2016121.500000 Penalty: 4805.894531
	Iteration 66Q: 3 clusters Score -2016122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2016119.625000 Penalty: 4805.894531
	Iteration 67Q: 3 clusters Score -2016120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2016119.625000 Penalty: 4805.894531
	Iteration 68F: 3 clusters Score -2016120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Entering Unmasked Estep 
Score: -3820235.250000 Penalty: 2559.750000
	Iteration 0F: 2 clusters Score -3820235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3799482.000000 Penalty: 5119.500000
	Iteration 0F: 3 clusters Score -3799482 nChanged 13665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3806900.000000 Penalty: 5119.500000
	Iteration 1F: 3 clusters Score -3806900 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3807490.500000 Penalty: 5119.500000
	Iteration 2Q: 3 clusters Score -3807490 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3808151.750000 Penalty: 5119.500000
	Iteration 3Q: 3 clusters Score -3808152 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3808831.250000 Penalty: 5119.500000
	Iteration 4Q: 3 clusters Score -3808831 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3809521.500000 Penalty: 5119.500000
	Iteration 5Q: 3 clusters Score -3809522 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3810213.750000 Penalty: 5119.500000
	Iteration 6Q: 3 clusters Score -3810214 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3810831.250000 Penalty: 5119.500000
	Iteration 7Q: 3 clusters Score -3810831 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3811502.000000 Penalty: 5119.500000
	Iteration 8Q: 3 clusters Score -3811502 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3812259.000000 Penalty: 5119.500000
	Iteration 9Q: 3 clusters Score -3812259 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3813048.500000 Penalty: 5119.500000
	Iteration 10Q: 3 clusters Score -3813048 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3813739.250000 Penalty: 5119.500000
	Iteration 11Q: 3 clusters Score -3813739 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3814300.000000 Penalty: 5119.500000
	Iteration 12Q: 3 clusters Score -3814300 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3814752.750000 Penalty: 5119.500000
	Iteration 13Q: 3 clusters Score -3814753 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3815030.500000 Penalty: 5119.500000
	Iteration 14Q: 3 clusters Score -3815030 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3815283.000000 Penalty: 5119.500000
	Iteration 15Q: 3 clusters Score -3815283 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3815527.750000 Penalty: 5119.500000
	Iteration 16Q: 3 clusters Score -3815528 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -3815754.750000 Penalty: 5119.500000
	Iteration 17Q: 3 clusters Score -3815755 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3816011.250000 Penalty: 5119.500000
	Iteration 18Q: 3 clusters Score -3816011 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3816256.250000 Penalty: 5119.500000
	Iteration 19Q: 3 clusters Score -3816256 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3816553.250000 Penalty: 5119.500000
	Iteration 20F: 3 clusters Score -3816553 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3816878.000000 Penalty: 5119.500000
	Iteration 21Q: 3 clusters Score -3816878 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3817227.250000 Penalty: 5119.500000
	Iteration 22Q: 3 clusters Score -3817227 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3817531.750000 Penalty: 5119.500000
	Iteration 23Q: 3 clusters Score -3817532 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3817742.250000 Penalty: 5119.500000
	Iteration 24Q: 3 clusters Score -3817742 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3817919.750000 Penalty: 5119.500000
	Iteration 25Q: 3 clusters Score -3817920 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3818065.000000 Penalty: 5119.500000
	Iteration 26Q: 3 clusters Score -3818065 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3818170.500000 Penalty: 5119.500000
	Iteration 27Q: 3 clusters Score -3818170 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3818256.500000 Penalty: 5119.500000
	Iteration 28Q: 3 clusters Score -3818256 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3818335.250000 Penalty: 5119.500000
	Iteration 29Q: 3 clusters Score -3818335 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3818396.500000 Penalty: 5119.500000
	Iteration 30Q: 3 clusters Score -3818396 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3818448.250000 Penalty: 5119.500000
	Iteration 31Q: 3 clusters Score -3818448 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3818499.000000 Penalty: 5119.500000
	Iteration 32Q: 3 clusters Score -3818499 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3818538.750000 Penalty: 5119.500000
	Iteration 33Q: 3 clusters Score -3818539 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3818567.250000 Penalty: 5119.500000
	Iteration 34Q: 3 clusters Score -3818567 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3818620.750000 Penalty: 5119.500000
	Iteration 35Q: 3 clusters Score -3818621 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3818647.500000 Penalty: 5119.500000
	Iteration 36Q: 3 clusters Score -3818648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3818669.250000 Penalty: 5119.500000
	Iteration 37Q: 3 clusters Score -3818669 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3818710.750000 Penalty: 5119.500000
	Iteration 38Q: 3 clusters Score -3818711 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3818719.500000 Penalty: 5119.500000
	Iteration 39Q: 3 clusters Score -3818720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3818745.500000 Penalty: 5119.500000
	Iteration 40F: 3 clusters Score -3818746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3818761.250000 Penalty: 5119.500000
	Iteration 41Q: 3 clusters Score -3818761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3818771.750000 Penalty: 5119.500000
	Iteration 42Q: 3 clusters Score -3818772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3818785.750000 Penalty: 5119.500000
	Iteration 43Q: 3 clusters Score -3818786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3818793.500000 Penalty: 5119.500000
	Iteration 44Q: 3 clusters Score -3818794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3818798.250000 Penalty: 5119.500000
	Iteration 45Q: 3 clusters Score -3818798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3818805.500000 Penalty: 5119.500000
	Iteration 46Q: 3 clusters Score -3818806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3818813.250000 Penalty: 5119.500000
	Iteration 47Q: 3 clusters Score -3818813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3818820.500000 Penalty: 5119.500000
	Iteration 48Q: 3 clusters Score -3818820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3818825.000000 Penalty: 5119.500000
	Iteration 49Q: 3 clusters Score -3818825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3818823.500000 Penalty: 5119.500000
	Iteration 50Q: 3 clusters Score -3818824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3818830.250000 Penalty: 5119.500000
	Iteration 51Q: 3 clusters Score -3818830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3818838.750000 Penalty: 5119.500000
	Iteration 52Q: 3 clusters Score -3818839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3818845.000000 Penalty: 5119.500000
	Iteration 53Q: 3 clusters Score -3818845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3818852.750000 Penalty: 5119.500000
	Iteration 54Q: 3 clusters Score -3818853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3818862.750000 Penalty: 5119.500000
	Iteration 55Q: 3 clusters Score -3818863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3818872.250000 Penalty: 5119.500000
	Iteration 56Q: 3 clusters Score -3818872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3818873.500000 Penalty: 5119.500000
	Iteration 57Q: 3 clusters Score -3818874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3818870.000000 Penalty: 5119.500000
	Iteration 58Q: 3 clusters Score -3818870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3818877.000000 Penalty: 5119.500000
	Iteration 59Q: 3 clusters Score -3818877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3818880.500000 Penalty: 5119.500000
	Iteration 60F: 3 clusters Score -3818880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3818883.750000 Penalty: 5119.500000
	Iteration 61Q: 3 clusters Score -3818884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3818890.750000 Penalty: 5119.500000
	Iteration 62Q: 3 clusters Score -3818891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3818889.750000 Penalty: 5119.500000
	Iteration 63Q: 3 clusters Score -3818890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3818896.500000 Penalty: 5119.500000
	Iteration 64Q: 3 clusters Score -3818896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3818896.000000 Penalty: 5119.500000
	Iteration 65Q: 3 clusters Score -3818896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3818894.000000 Penalty: 5119.500000
	Iteration 66Q: 3 clusters Score -3818894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3818895.750000 Penalty: 5119.500000
	Iteration 67Q: 3 clusters Score -3818896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3818893.750000 Penalty: 5119.500000
	Iteration 68Q: 3 clusters Score -3818894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3818895.750000 Penalty: 5119.500000
	Iteration 69Q: 3 clusters Score -3818896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3818899.250000 Penalty: 5119.500000
	Iteration 70Q: 3 clusters Score -3818899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3818900.500000 Penalty: 5119.500000
	Iteration 71Q: 3 clusters Score -3818900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3818905.000000 Penalty: 5119.500000
	Iteration 72Q: 3 clusters Score -3818905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3818905.750000 Penalty: 5119.500000
	Iteration 73Q: 3 clusters Score -3818906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3818906.000000 Penalty: 5119.500000
	Iteration 74Q: 3 clusters Score -3818906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3818903.500000 Penalty: 5119.500000
	Iteration 75Q: 3 clusters Score -3818904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3818909.250000 Penalty: 5119.500000
	Iteration 76Q: 3 clusters Score -3818909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3818908.000000 Penalty: 5119.500000
	Iteration 77Q: 3 clusters Score -3818908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3818910.000000 Penalty: 5119.500000
	Iteration 78Q: 3 clusters Score -3818910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3818911.000000 Penalty: 5119.500000
	Iteration 79Q: 3 clusters Score -3818911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3818915.250000 Penalty: 5119.500000
	Iteration 80F: 3 clusters Score -3818915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3818914.750000 Penalty: 5119.500000
	Iteration 81Q: 3 clusters Score -3818915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3818914.500000 Penalty: 5119.500000
	Iteration 82Q: 3 clusters Score -3818914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3818915.750000 Penalty: 5119.500000
	Iteration 83Q: 3 clusters Score -3818916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3818915.750000 Penalty: 5119.500000
	Iteration 84F: 3 clusters Score -3818916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Entering Unmasked Estep 
Score: -1641237.375000 Penalty: 2361.221680
	Iteration 0F: 2 clusters Score -1641237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1631140.375000 Penalty: 4722.443359
	Iteration 0F: 3 clusters Score -1631140 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1634557.375000 Penalty: 4722.443359
	Iteration 1F: 3 clusters Score -1634557 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1635240.250000 Penalty: 4722.443359
	Iteration 2F: 3 clusters Score -1635240 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1635898.750000 Penalty: 4722.443359
	Iteration 3F: 3 clusters Score -1635899 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1636539.000000 Penalty: 4722.443359
	Iteration 4F: 3 clusters Score -1636539 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1637137.000000 Penalty: 4722.443359
	Iteration 5F: 3 clusters Score -1637137 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1637705.625000 Penalty: 4722.443359
	Iteration 6F: 3 clusters Score -1637706 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1638224.250000 Penalty: 4722.443359
	Iteration 7F: 3 clusters Score -1638224 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1638689.375000 Penalty: 4722.443359
	Iteration 8Q: 3 clusters Score -1638689 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1639079.250000 Penalty: 4722.443359
	Iteration 9Q: 3 clusters Score -1639079 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1639369.625000 Penalty: 4722.443359
	Iteration 10Q: 3 clusters Score -1639370 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1639574.250000 Penalty: 4722.443359
	Iteration 11Q: 3 clusters Score -1639574 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1639728.500000 Penalty: 4722.443359
	Iteration 12Q: 3 clusters Score -1639728 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1639859.125000 Penalty: 4722.443359
	Iteration 13Q: 3 clusters Score -1639859 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1640003.625000 Penalty: 4722.443359
	Iteration 14Q: 3 clusters Score -1640004 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1640132.625000 Penalty: 4722.443359
	Iteration 15Q: 3 clusters Score -1640133 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1640226.250000 Penalty: 4722.443359
	Iteration 16Q: 3 clusters Score -1640226 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1640315.500000 Penalty: 4722.443359
	Iteration 17Q: 3 clusters Score -1640316 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1640394.625000 Penalty: 4722.443359
	Iteration 18Q: 3 clusters Score -1640395 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1640465.875000 Penalty: 4722.443359
	Iteration 19Q: 3 clusters Score -1640466 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1640509.625000 Penalty: 4722.443359
	Iteration 20F: 3 clusters Score -1640510 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1640548.750000 Penalty: 4722.443359
	Iteration 21Q: 3 clusters Score -1640549 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1640591.125000 Penalty: 4722.443359
	Iteration 22Q: 3 clusters Score -1640591 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1640625.250000 Penalty: 4722.443359
	Iteration 23Q: 3 clusters Score -1640625 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1640658.250000 Penalty: 4722.443359
	Iteration 24Q: 3 clusters Score -1640658 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1640679.625000 Penalty: 4722.443359
	Iteration 25Q: 3 clusters Score -1640680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1640700.375000 Penalty: 4722.443359
	Iteration 26Q: 3 clusters Score -1640700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1640716.125000 Penalty: 4722.443359
	Iteration 27Q: 3 clusters Score -1640716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1640730.375000 Penalty: 4722.443359
	Iteration 28Q: 3 clusters Score -1640730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1640741.125000 Penalty: 4722.443359
	Iteration 29Q: 3 clusters Score -1640741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1640743.250000 Penalty: 4722.443359
	Iteration 30Q: 3 clusters Score -1640743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1640748.250000 Penalty: 4722.443359
	Iteration 31Q: 3 clusters Score -1640748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1640755.250000 Penalty: 4722.443359
	Iteration 32Q: 3 clusters Score -1640755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1640760.250000 Penalty: 4722.443359
	Iteration 33Q: 3 clusters Score -1640760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1640757.875000 Penalty: 4722.443359
	Iteration 34Q: 3 clusters Score -1640758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1640759.125000 Penalty: 4722.443359
	Iteration 35Q: 3 clusters Score -1640759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1640758.375000 Penalty: 4722.443359
	Iteration 36Q: 3 clusters Score -1640758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1640763.375000 Penalty: 4722.443359
	Iteration 37Q: 3 clusters Score -1640763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1640764.250000 Penalty: 4722.443359
	Iteration 38Q: 3 clusters Score -1640764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1640765.250000 Penalty: 4722.443359
	Iteration 39Q: 3 clusters Score -1640765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1640766.125000 Penalty: 4722.443359
	Iteration 40F: 3 clusters Score -1640766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1640767.875000 Penalty: 4722.443359
	Iteration 41Q: 3 clusters Score -1640768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1640767.125000 Penalty: 4722.443359
	Iteration 42Q: 3 clusters Score -1640767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1640768.375000 Penalty: 4722.443359
	Iteration 43Q: 3 clusters Score -1640768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1640768.375000 Penalty: 4722.443359
	Iteration 44F: 3 clusters Score -1640768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Entering Unmasked Estep 
Score: -6840232.000000 Penalty: 2697.690186
	Iteration 0F: 2 clusters Score -6840232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -6804460.500000 Penalty: 5395.380371
	Iteration 0F: 3 clusters Score -6804460 nChanged 24643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -6818313.500000 Penalty: 5395.380371
	Iteration 1F: 3 clusters Score -6818314 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -6818861.500000 Penalty: 5395.380371
	Iteration 2Q: 3 clusters Score -6818862 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -6819424.500000 Penalty: 5395.380371
	Iteration 3Q: 3 clusters Score -6819424 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -6820186.500000 Penalty: 5395.380371
	Iteration 4Q: 3 clusters Score -6820186 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -6821067.500000 Penalty: 5395.380371
	Iteration 5Q: 3 clusters Score -6821068 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -6822396.500000 Penalty: 5395.380371
	Iteration 6Q: 3 clusters Score -6822396 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -6824294.000000 Penalty: 5395.380371
	Iteration 7F: 3 clusters Score -6824294 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -6826803.500000 Penalty: 5395.380371
	Iteration 8F: 3 clusters Score -6826804 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -6829559.000000 Penalty: 5395.380371
	Iteration 9F: 3 clusters Score -6829559 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -6832163.000000 Penalty: 5395.380371
	Iteration 10F: 3 clusters Score -6832163 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -6834346.500000 Penalty: 5395.380371
	Iteration 11Q: 3 clusters Score -6834346 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -6835920.000000 Penalty: 5395.380371
	Iteration 12Q: 3 clusters Score -6835920 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -6836781.500000 Penalty: 5395.380371
	Iteration 13Q: 3 clusters Score -6836782 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -6837257.000000 Penalty: 5395.380371
	Iteration 14Q: 3 clusters Score -6837257 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -6837492.500000 Penalty: 5395.380371
	Iteration 15Q: 3 clusters Score -6837492 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -6837613.500000 Penalty: 5395.380371
	Iteration 16Q: 3 clusters Score -6837614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -6837687.500000 Penalty: 5395.380371
	Iteration 17Q: 3 clusters Score -6837688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -6837740.000000 Penalty: 5395.380371
	Iteration 18Q: 3 clusters Score -6837740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -6837776.500000 Penalty: 5395.380371
	Iteration 19Q: 3 clusters Score -6837776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -6837802.500000 Penalty: 5395.380371
	Iteration 20F: 3 clusters Score -6837802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -6837825.000000 Penalty: 5395.380371
	Iteration 21Q: 3 clusters Score -6837825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -6837835.500000 Penalty: 5395.380371
	Iteration 22Q: 3 clusters Score -6837836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -6837856.000000 Penalty: 5395.380371
	Iteration 23Q: 3 clusters Score -6837856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -6837866.000000 Penalty: 5395.380371
	Iteration 24Q: 3 clusters Score -6837866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -6837883.500000 Penalty: 5395.380371
	Iteration 25Q: 3 clusters Score -6837884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -6837887.000000 Penalty: 5395.380371
	Iteration 26Q: 3 clusters Score -6837887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -6837897.000000 Penalty: 5395.380371
	Iteration 27Q: 3 clusters Score -6837897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -6837893.500000 Penalty: 5395.380371
	Iteration 28Q: 3 clusters Score -6837894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -6837898.000000 Penalty: 5395.380371
	Iteration 29Q: 3 clusters Score -6837898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -6837898.000000 Penalty: 5395.380371
	Iteration 30F: 3 clusters Score -6837898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Entering Unmasked Estep 
Score: -13137323.000000 Penalty: 2865.943848
	Iteration 0F: 2 clusters Score -1.313732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -13067641.000000 Penalty: 5731.887695
	Iteration 0F: 3 clusters Score -1.306764e+07 nChanged 49419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -13096237.000000 Penalty: 5731.887695
	Iteration 1F: 3 clusters Score -1.309624e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -13097865.000000 Penalty: 5731.887695
	Iteration 2Q: 3 clusters Score -1.309786e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -13100332.000000 Penalty: 5731.887695
	Iteration 3F: 3 clusters Score -1.310033e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -13103486.000000 Penalty: 5731.887695
	Iteration 4F: 3 clusters Score -1.310349e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -13107114.000000 Penalty: 5731.887695
	Iteration 5F: 3 clusters Score -1.310711e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -13110979.000000 Penalty: 5731.887695
	Iteration 6F: 3 clusters Score -1.311098e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -13114091.000000 Penalty: 5731.887695
	Iteration 7F: 3 clusters Score -1.311409e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 75829 members 
Entering Unmasked Estep 
Score: -13116543.000000 Penalty: 5731.887695
	Iteration 8F: 3 clusters Score -1.311654e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -13118610.000000 Penalty: 5731.887695
	Iteration 9Q: 3 clusters Score -1.311861e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -13120923.000000 Penalty: 5731.887695
	Iteration 10Q: 3 clusters Score -1.312092e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 88112 members 
Entering Unmasked Estep 
Score: -13123556.000000 Penalty: 5731.887695
	Iteration 11Q: 3 clusters Score -1.312356e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 92251 members 
Entering Unmasked Estep 
Score: -13126415.000000 Penalty: 5731.887695
	Iteration 12Q: 3 clusters Score -1.312642e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -13129177.000000 Penalty: 5731.887695
	Iteration 13Q: 3 clusters Score -1.312918e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -13131497.000000 Penalty: 5731.887695
	Iteration 14Q: 3 clusters Score -1.31315e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -13132987.000000 Penalty: 5731.887695
	Iteration 15Q: 3 clusters Score -1.313299e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 102159 members 
Entering Unmasked Estep 
Score: -13133910.000000 Penalty: 5731.887695
	Iteration 16Q: 3 clusters Score -1.313391e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -13134351.000000 Penalty: 5731.887695
	Iteration 17Q: 3 clusters Score -1.313435e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 103078 members 
Entering Unmasked Estep 
Score: -13134588.000000 Penalty: 5731.887695
	Iteration 18Q: 3 clusters Score -1.313459e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 103275 members 
Entering Unmasked Estep 
Score: -13134711.000000 Penalty: 5731.887695
	Iteration 19Q: 3 clusters Score -1.313471e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 103377 members 
Entering Unmasked Estep 
Score: -13134778.000000 Penalty: 5731.887695
	Iteration 20F: 3 clusters Score -1.313478e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 103450 members 
Entering Unmasked Estep 
Score: -13134842.000000 Penalty: 5731.887695
	Iteration 21Q: 3 clusters Score -1.313484e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 103503 members 
Entering Unmasked Estep 
Score: -13134872.000000 Penalty: 5731.887695
	Iteration 22Q: 3 clusters Score -1.313487e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -13134918.000000 Penalty: 5731.887695
	Iteration 23Q: 3 clusters Score -1.313492e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 103566 members 
Entering Unmasked Estep 
Score: -13134928.000000 Penalty: 5731.887695
	Iteration 24Q: 3 clusters Score -1.313493e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 103591 members 
Entering Unmasked Estep 
Score: -13134955.000000 Penalty: 5731.887695
	Iteration 25Q: 3 clusters Score -1.313496e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 103610 members 
Entering Unmasked Estep 
Score: -13134999.000000 Penalty: 5731.887695
	Iteration 26Q: 3 clusters Score -1.3135e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -13135026.000000 Penalty: 5731.887695
	Iteration 27Q: 3 clusters Score -1.313503e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -13135056.000000 Penalty: 5731.887695
	Iteration 28Q: 3 clusters Score -1.313506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 103658 members 
Entering Unmasked Estep 
Score: -13135077.000000 Penalty: 5731.887695
	Iteration 29Q: 3 clusters Score -1.313508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 103663 members 
Entering Unmasked Estep 
Score: -13135084.000000 Penalty: 5731.887695
	Iteration 30Q: 3 clusters Score -1.313508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -13135085.000000 Penalty: 5731.887695
	Iteration 31Q: 3 clusters Score -1.313508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 103681 members 
Entering Unmasked Estep 
Score: -13135086.000000 Penalty: 5731.887695
	Iteration 32Q: 3 clusters Score -1.313509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 103686 members 
Entering Unmasked Estep 
Score: -13135093.000000 Penalty: 5731.887695
	Iteration 33Q: 3 clusters Score -1.313509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 103691 members 
Entering Unmasked Estep 
Score: -13135097.000000 Penalty: 5731.887695
	Iteration 34Q: 3 clusters Score -1.31351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -13135106.000000 Penalty: 5731.887695
	Iteration 35Q: 3 clusters Score -1.313511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 103704 members 
Entering Unmasked Estep 
Score: -13135098.000000 Penalty: 5731.887695
	Iteration 36Q: 3 clusters Score -1.31351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 103712 members 
Entering Unmasked Estep 
Score: -13135093.000000 Penalty: 5731.887695
	Iteration 37Q: 3 clusters Score -1.313509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -13135102.000000 Penalty: 5731.887695
	Iteration 38Q: 3 clusters Score -1.31351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 103723 members 
Entering Unmasked Estep 
Score: -13135101.000000 Penalty: 5731.887695
	Iteration 39Q: 3 clusters Score -1.31351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -13135105.000000 Penalty: 5731.887695
	Iteration 40F: 3 clusters Score -1.31351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -13135106.000000 Penalty: 5731.887695
	Iteration 41Q: 3 clusters Score -1.313511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -13135111.000000 Penalty: 5731.887695
	Iteration 42Q: 3 clusters Score -1.313511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 103721 members 
Entering Unmasked Estep 
Score: -13135113.000000 Penalty: 5731.887695
	Iteration 43Q: 3 clusters Score -1.313511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -13135111.000000 Penalty: 5731.887695
	Iteration 44Q: 3 clusters Score -1.313511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 103721 members 
Entering Unmasked Estep 
Score: -13135115.000000 Penalty: 5731.887695
	Iteration 45Q: 3 clusters Score -1.313512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 103721 members 
Entering Unmasked Estep 
Score: -13135115.000000 Penalty: 5731.887695
	Iteration 46F: 3 clusters Score -1.313512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Entering Unmasked Estep 
Score: -4822773.500000 Penalty: 2625.635742
	Iteration 0F: 2 clusters Score -4822774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -4795883.000000 Penalty: 5251.271484
	Iteration 0F: 3 clusters Score -4795883 nChanged 18191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4806185.000000 Penalty: 5251.271484
	Iteration 1F: 3 clusters Score -4806185 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4807100.000000 Penalty: 5251.271484
	Iteration 2F: 3 clusters Score -4807100 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -4808047.500000 Penalty: 5251.271484
	Iteration 3F: 3 clusters Score -4808048 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -4809047.000000 Penalty: 5251.271484
	Iteration 4F: 3 clusters Score -4809047 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4810027.500000 Penalty: 5251.271484
	Iteration 5F: 3 clusters Score -4810028 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4810987.000000 Penalty: 5251.271484
	Iteration 6F: 3 clusters Score -4810987 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4811888.500000 Penalty: 5251.271484
	Iteration 7Q: 3 clusters Score -4811888 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4812696.000000 Penalty: 5251.271484
	Iteration 8Q: 3 clusters Score -4812696 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -4813434.500000 Penalty: 5251.271484
	Iteration 9Q: 3 clusters Score -4813434 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -4814158.500000 Penalty: 5251.271484
	Iteration 10Q: 3 clusters Score -4814158 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -4814812.500000 Penalty: 5251.271484
	Iteration 11Q: 3 clusters Score -4814812 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4815373.000000 Penalty: 5251.271484
	Iteration 12Q: 3 clusters Score -4815373 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4815823.500000 Penalty: 5251.271484
	Iteration 13Q: 3 clusters Score -4815824 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -4816162.500000 Penalty: 5251.271484
	Iteration 14Q: 3 clusters Score -4816162 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -4816402.000000 Penalty: 5251.271484
	Iteration 15Q: 3 clusters Score -4816402 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -4816557.500000 Penalty: 5251.271484
	Iteration 16Q: 3 clusters Score -4816558 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4816670.000000 Penalty: 5251.271484
	Iteration 17Q: 3 clusters Score -4816670 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -4816755.500000 Penalty: 5251.271484
	Iteration 18Q: 3 clusters Score -4816756 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -4816885.500000 Penalty: 5251.271484
	Iteration 19Q: 3 clusters Score -4816886 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -4817047.500000 Penalty: 5251.271484
	Iteration 20F: 3 clusters Score -4817048 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -4817212.000000 Penalty: 5251.271484
	Iteration 21Q: 3 clusters Score -4817212 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -4817360.000000 Penalty: 5251.271484
	Iteration 22Q: 3 clusters Score -4817360 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -4817520.000000 Penalty: 5251.271484
	Iteration 23Q: 3 clusters Score -4817520 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -4817682.000000 Penalty: 5251.271484
	Iteration 24Q: 3 clusters Score -4817682 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -4817785.500000 Penalty: 5251.271484
	Iteration 25Q: 3 clusters Score -4817786 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -4817907.500000 Penalty: 5251.271484
	Iteration 26Q: 3 clusters Score -4817908 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -4818011.000000 Penalty: 5251.271484
	Iteration 27Q: 3 clusters Score -4818011 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -4818120.500000 Penalty: 5251.271484
	Iteration 28Q: 3 clusters Score -4818120 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -4818205.500000 Penalty: 5251.271484
	Iteration 29Q: 3 clusters Score -4818206 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -4818290.500000 Penalty: 5251.271484
	Iteration 30Q: 3 clusters Score -4818290 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4818381.500000 Penalty: 5251.271484
	Iteration 31Q: 3 clusters Score -4818382 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4818469.500000 Penalty: 5251.271484
	Iteration 32Q: 3 clusters Score -4818470 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -4818537.000000 Penalty: 5251.271484
	Iteration 33Q: 3 clusters Score -4818537 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -4818625.000000 Penalty: 5251.271484
	Iteration 34Q: 3 clusters Score -4818625 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -4818685.500000 Penalty: 5251.271484
	Iteration 35Q: 3 clusters Score -4818686 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -4818751.000000 Penalty: 5251.271484
	Iteration 36Q: 3 clusters Score -4818751 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -4818807.000000 Penalty: 5251.271484
	Iteration 37Q: 3 clusters Score -4818807 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -4818883.500000 Penalty: 5251.271484
	Iteration 38Q: 3 clusters Score -4818884 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -4818953.500000 Penalty: 5251.271484
	Iteration 39Q: 3 clusters Score -4818954 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4819017.500000 Penalty: 5251.271484
	Iteration 40F: 3 clusters Score -4819018 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4819083.500000 Penalty: 5251.271484
	Iteration 41Q: 3 clusters Score -4819084 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4819141.500000 Penalty: 5251.271484
	Iteration 42Q: 3 clusters Score -4819142 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -4819204.500000 Penalty: 5251.271484
	Iteration 43Q: 3 clusters Score -4819204 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4819255.500000 Penalty: 5251.271484
	Iteration 44Q: 3 clusters Score -4819256 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4819304.000000 Penalty: 5251.271484
	Iteration 45Q: 3 clusters Score -4819304 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4819381.000000 Penalty: 5251.271484
	Iteration 46Q: 3 clusters Score -4819381 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4819468.500000 Penalty: 5251.271484
	Iteration 47Q: 3 clusters Score -4819468 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4819535.000000 Penalty: 5251.271484
	Iteration 48Q: 3 clusters Score -4819535 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4819587.000000 Penalty: 5251.271484
	Iteration 49Q: 3 clusters Score -4819587 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -4819673.500000 Penalty: 5251.271484
	Iteration 50Q: 3 clusters Score -4819674 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -4819791.000000 Penalty: 5251.271484
	Iteration 51Q: 3 clusters Score -4819791 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4819914.500000 Penalty: 5251.271484
	Iteration 52Q: 3 clusters Score -4819914 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4820024.500000 Penalty: 5251.271484
	Iteration 53Q: 3 clusters Score -4820024 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -4820122.000000 Penalty: 5251.271484
	Iteration 54Q: 3 clusters Score -4820122 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -4820244.000000 Penalty: 5251.271484
	Iteration 55Q: 3 clusters Score -4820244 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4820371.000000 Penalty: 5251.271484
	Iteration 56Q: 3 clusters Score -4820371 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4820491.500000 Penalty: 5251.271484
	Iteration 57Q: 3 clusters Score -4820492 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -4820582.000000 Penalty: 5251.271484
	Iteration 58Q: 3 clusters Score -4820582 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -4820680.000000 Penalty: 5251.271484
	Iteration 59Q: 3 clusters Score -4820680 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -4820765.000000 Penalty: 5251.271484
	Iteration 60F: 3 clusters Score -4820765 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -4820833.000000 Penalty: 5251.271484
	Iteration 61Q: 3 clusters Score -4820833 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -4820884.500000 Penalty: 5251.271484
	Iteration 62Q: 3 clusters Score -4820884 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -4820939.000000 Penalty: 5251.271484
	Iteration 63Q: 3 clusters Score -4820939 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -4820981.000000 Penalty: 5251.271484
	Iteration 64Q: 3 clusters Score -4820981 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -4821041.000000 Penalty: 5251.271484
	Iteration 65Q: 3 clusters Score -4821041 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -4821066.000000 Penalty: 5251.271484
	Iteration 66Q: 3 clusters Score -4821066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -4821106.500000 Penalty: 5251.271484
	Iteration 67Q: 3 clusters Score -4821106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -4821123.000000 Penalty: 5251.271484
	Iteration 68Q: 3 clusters Score -4821123 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -4821126.500000 Penalty: 5251.271484
	Iteration 69Q: 3 clusters Score -4821126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -4821152.000000 Penalty: 5251.271484
	Iteration 70Q: 3 clusters Score -4821152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -4821172.000000 Penalty: 5251.271484
	Iteration 71Q: 3 clusters Score -4821172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -4821194.000000 Penalty: 5251.271484
	Iteration 72Q: 3 clusters Score -4821194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -4821222.500000 Penalty: 5251.271484
	Iteration 73Q: 3 clusters Score -4821222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -4821241.500000 Penalty: 5251.271484
	Iteration 74Q: 3 clusters Score -4821242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -4821263.000000 Penalty: 5251.271484
	Iteration 75Q: 3 clusters Score -4821263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -4821286.000000 Penalty: 5251.271484
	Iteration 76Q: 3 clusters Score -4821286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -4821302.000000 Penalty: 5251.271484
	Iteration 77Q: 3 clusters Score -4821302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -4821302.000000 Penalty: 5251.271484
	Iteration 78Q: 3 clusters Score -4821302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -4821324.000000 Penalty: 5251.271484
	Iteration 79Q: 3 clusters Score -4821324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4821328.000000 Penalty: 5251.271484
	Iteration 80F: 3 clusters Score -4821328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -4821328.000000 Penalty: 5251.271484
	Iteration 81Q: 3 clusters Score -4821328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -4821328.000000 Penalty: 5251.271484
	Iteration 82Q: 3 clusters Score -4821328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -4821331.500000 Penalty: 5251.271484
	Iteration 83Q: 3 clusters Score -4821332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -4821338.500000 Penalty: 5251.271484
	Iteration 84Q: 3 clusters Score -4821338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -4821341.000000 Penalty: 5251.271484
	Iteration 85Q: 3 clusters Score -4821341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -4821341.500000 Penalty: 5251.271484
	Iteration 86Q: 3 clusters Score -4821342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -4821332.500000 Penalty: 5251.271484
	Iteration 87Q: 3 clusters Score -4821332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -4821334.000000 Penalty: 5251.271484
	Iteration 88Q: 3 clusters Score -4821334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -4821337.500000 Penalty: 5251.271484
	Iteration 89Q: 3 clusters Score -4821338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -4821338.500000 Penalty: 5251.271484
	Iteration 90Q: 3 clusters Score -4821338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -4821339.000000 Penalty: 5251.271484
	Iteration 91Q: 3 clusters Score -4821339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4821339.000000 Penalty: 5251.271484
	Iteration 92Q: 3 clusters Score -4821339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -4821348.000000 Penalty: 5251.271484
	Iteration 93Q: 3 clusters Score -4821348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -4821343.500000 Penalty: 5251.271484
	Iteration 94Q: 3 clusters Score -4821344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4821357.000000 Penalty: 5251.271484
	Iteration 95Q: 3 clusters Score -4821357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -4821349.000000 Penalty: 5251.271484
	Iteration 96Q: 3 clusters Score -4821349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -4821359.000000 Penalty: 5251.271484
	Iteration 97Q: 3 clusters Score -4821359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -4821362.000000 Penalty: 5251.271484
	Iteration 98Q: 3 clusters Score -4821362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4821359.000000 Penalty: 5251.271484
	Iteration 99Q: 3 clusters Score -4821359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -4821350.500000 Penalty: 5251.271484
	Iteration 100F: 3 clusters Score -4821350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4821350.000000 Penalty: 5251.271484
	Iteration 101Q: 3 clusters Score -4821350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4821350.000000 Penalty: 5251.271484
	Iteration 102F: 3 clusters Score -4821350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (106442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106442 members 
Entering Unmasked Estep 
Score: -13496895.000000 Penalty: 2870.688232
	Iteration 0F: 2 clusters Score -1.34969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -13425751.000000 Penalty: 5741.376465
	Iteration 0F: 3 clusters Score -1.342575e+07 nChanged 50670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -13454922.000000 Penalty: 5741.376465
	Iteration 1F: 3 clusters Score -1.345492e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -13456072.000000 Penalty: 5741.376465
	Iteration 2Q: 3 clusters Score -1.345607e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -13457438.000000 Penalty: 5741.376465
	Iteration 3Q: 3 clusters Score -1.345744e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -13459404.000000 Penalty: 5741.376465
	Iteration 4Q: 3 clusters Score -1.34594e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -13462147.000000 Penalty: 5741.376465
	Iteration 5F: 3 clusters Score -1.346215e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -13466010.000000 Penalty: 5741.376465
	Iteration 6F: 3 clusters Score -1.346601e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -13471494.000000 Penalty: 5741.376465
	Iteration 7F: 3 clusters Score -1.347149e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 83759 members 
Entering Unmasked Estep 
Score: -13477505.000000 Penalty: 5741.376465
	Iteration 8F: 3 clusters Score -1.34775e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 89816 members 
Entering Unmasked Estep 
Score: -13482894.000000 Penalty: 5741.376465
	Iteration 9F: 3 clusters Score -1.348289e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 94376 members 
Entering Unmasked Estep 
Score: -13487118.000000 Penalty: 5741.376465
	Iteration 10Q: 3 clusters Score -1.348712e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -13489818.000000 Penalty: 5741.376465
	Iteration 11Q: 3 clusters Score -1.348982e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 99485 members 
Entering Unmasked Estep 
Score: -13491399.000000 Penalty: 5741.376465
	Iteration 12Q: 3 clusters Score -1.34914e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -13492376.000000 Penalty: 5741.376465
	Iteration 13Q: 3 clusters Score -1.349238e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 101954 members 
Entering Unmasked Estep 
Score: -13493026.000000 Penalty: 5741.376465
	Iteration 14Q: 3 clusters Score -1.349303e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 102775 members 
Entering Unmasked Estep 
Score: -13493489.000000 Penalty: 5741.376465
	Iteration 15Q: 3 clusters Score -1.349349e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 103366 members 
Entering Unmasked Estep 
Score: -13493816.000000 Penalty: 5741.376465
	Iteration 16Q: 3 clusters Score -1.349382e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -13494080.000000 Penalty: 5741.376465
	Iteration 17Q: 3 clusters Score -1.349408e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -13494301.000000 Penalty: 5741.376465
	Iteration 18Q: 3 clusters Score -1.34943e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 104430 members 
Entering Unmasked Estep 
Score: -13494438.000000 Penalty: 5741.376465
	Iteration 19Q: 3 clusters Score -1.349444e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 104612 members 
Entering Unmasked Estep 
Score: -13494529.000000 Penalty: 5741.376465
	Iteration 20F: 3 clusters Score -1.349453e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -13494609.000000 Penalty: 5741.376465
	Iteration 21Q: 3 clusters Score -1.349461e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 104849 members 
Entering Unmasked Estep 
Score: -13494624.000000 Penalty: 5741.376465
	Iteration 22Q: 3 clusters Score -1.349462e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 104917 members 
Entering Unmasked Estep 
Score: -13494666.000000 Penalty: 5741.376465
	Iteration 23Q: 3 clusters Score -1.349467e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -13494691.000000 Penalty: 5741.376465
	Iteration 24Q: 3 clusters Score -1.349469e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -13494699.000000 Penalty: 5741.376465
	Iteration 25Q: 3 clusters Score -1.34947e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 105075 members 
Entering Unmasked Estep 
Score: -13494729.000000 Penalty: 5741.376465
	Iteration 26Q: 3 clusters Score -1.349473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 105099 members 
Entering Unmasked Estep 
Score: -13494721.000000 Penalty: 5741.376465
	Iteration 27Q: 3 clusters Score -1.349472e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 105119 members 
Entering Unmasked Estep 
Score: -13494759.000000 Penalty: 5741.376465
	Iteration 28Q: 3 clusters Score -1.349476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 105135 members 
Entering Unmasked Estep 
Score: -13494746.000000 Penalty: 5741.376465
	Iteration 29Q: 3 clusters Score -1.349475e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 105150 members 
Entering Unmasked Estep 
Score: -13494764.000000 Penalty: 5741.376465
	Iteration 30Q: 3 clusters Score -1.349476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 105164 members 
Entering Unmasked Estep 
Score: -13494769.000000 Penalty: 5741.376465
	Iteration 31Q: 3 clusters Score -1.349477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 105172 members 
Entering Unmasked Estep 
Score: -13494773.000000 Penalty: 5741.376465
	Iteration 32Q: 3 clusters Score -1.349477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 105175 members 
Entering Unmasked Estep 
Score: -13494781.000000 Penalty: 5741.376465
	Iteration 33Q: 3 clusters Score -1.349478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 105179 members 
Entering Unmasked Estep 
Score: -13494794.000000 Penalty: 5741.376465
	Iteration 34Q: 3 clusters Score -1.349479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 105183 members 
Entering Unmasked Estep 
Score: -13494781.000000 Penalty: 5741.376465
	Iteration 35Q: 3 clusters Score -1.349478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -13494785.000000 Penalty: 5741.376465
	Iteration 36Q: 3 clusters Score -1.349478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 105189 members 
Entering Unmasked Estep 
Score: -13494786.000000 Penalty: 5741.376465
	Iteration 37Q: 3 clusters Score -1.349479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 105192 members 
Entering Unmasked Estep 
Score: -13494781.000000 Penalty: 5741.376465
	Iteration 38Q: 3 clusters Score -1.349478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 105194 members 
Entering Unmasked Estep 
Score: -13494796.000000 Penalty: 5741.376465
	Iteration 39Q: 3 clusters Score -1.34948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 105194 members 
Entering Unmasked Estep 
Score: -13494796.000000 Penalty: 5741.376465
	Iteration 40F: 3 clusters Score -1.34948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -276731.750000 Penalty: 1926.176392
	Iteration 0F: 2 clusters Score -276731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -273868.812500 Penalty: 3852.352783
	Iteration 0F: 3 clusters Score -273868.8 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -274538.093750 Penalty: 3852.352783
	Iteration 1F: 3 clusters Score -274538.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -274850.093750 Penalty: 3852.352783
	Iteration 2F: 3 clusters Score -274850.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -275140.062500 Penalty: 3852.352783
	Iteration 3F: 3 clusters Score -275140.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -275371.531250 Penalty: 3852.352783
	Iteration 4F: 3 clusters Score -275371.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -275550.406250 Penalty: 3852.352783
	Iteration 5F: 3 clusters Score -275550.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -275755.656250 Penalty: 3852.352783
	Iteration 6F: 3 clusters Score -275755.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -275945.125000 Penalty: 3852.352783
	Iteration 7F: 3 clusters Score -275945.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -276150.750000 Penalty: 3852.352783
	Iteration 8Q: 3 clusters Score -276150.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -276372.593750 Penalty: 3852.352783
	Iteration 9Q: 3 clusters Score -276372.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -276603.625000 Penalty: 3852.352783
	Iteration 10Q: 3 clusters Score -276603.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -276753.843750 Penalty: 3852.352783
	Iteration 11Q: 3 clusters Score -276753.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -276855.187500 Penalty: 3852.352783
	Iteration 12Q: 3 clusters Score -276855.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -276893.562500 Penalty: 3852.352783
	Iteration 13Q: 3 clusters Score -276893.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -276919.468750 Penalty: 3852.352783
	Iteration 14Q: 3 clusters Score -276919.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -276933.781250 Penalty: 3852.352783
	Iteration 15Q: 3 clusters Score -276933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -276946.593750 Penalty: 3852.352783
	Iteration 16Q: 3 clusters Score -276946.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -276959.250000 Penalty: 3852.352783
	Iteration 17Q: 3 clusters Score -276959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -276970.218750 Penalty: 3852.352783
	Iteration 18Q: 3 clusters Score -276970.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -276980.812500 Penalty: 3852.352783
	Iteration 19Q: 3 clusters Score -276980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -276987.812500 Penalty: 3852.352783
	Iteration 20F: 3 clusters Score -276987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -277003.968750 Penalty: 3852.352783
	Iteration 21Q: 3 clusters Score -277004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -277020.375000 Penalty: 3852.352783
	Iteration 22Q: 3 clusters Score -277020.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -277034.531250 Penalty: 3852.352783
	Iteration 23Q: 3 clusters Score -277034.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -277042.187500 Penalty: 3852.352783
	Iteration 24Q: 3 clusters Score -277042.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -277048.656250 Penalty: 3852.352783
	Iteration 25Q: 3 clusters Score -277048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -277051.156250 Penalty: 3852.352783
	Iteration 26Q: 3 clusters Score -277051.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -277051.156250 Penalty: 3852.352783
	Iteration 27F: 3 clusters Score -277051.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 16026 members 
Mstep: Class 4 contains 284108 members 
Mstep: Class 5 contains 7789 members 
Mstep: Class 6 contains 44008 members 
Mstep: Class 7 contains 43129 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 13644 members 
Mstep: Class 13 contains 52986 members 
Mstep: Class 14 contains 104425 members 
Mstep: Class 15 contains 39626 members 
Mstep: Class 16 contains 106442 members 
Mstep: Class 17 contains 806 members 
Mstep: Class 18 contains 9084 members 
Mstep: Class 19 contains 53827 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45662 members 
Mstep: Class 22 contains 14874 members 
Mstep: Class 23 contains 73833 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9448 members 
Mstep: Class 26 contains 78036 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 153086 members 
Mstep: Class 30 contains 4452 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 1555 members 
Entering Unmasked Estep 
Score: -157742288.000000 Penalty: 111509.140625
Splitting cluster 17 changes total score from -157743152.000000 to -157742288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Entering Unmasked Estep 
Score: -1125011.875000 Penalty: 2260.339111
	Iteration 0F: 2 clusters Score -1125012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1117849.500000 Penalty: 4520.678223
	Iteration 0F: 3 clusters Score -1117850 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1119981.500000 Penalty: 4520.678223
	Iteration 1F: 3 clusters Score -1119982 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1120323.375000 Penalty: 4520.678223
	Iteration 2F: 3 clusters Score -1120323 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1120586.250000 Penalty: 4520.678223
	Iteration 3F: 3 clusters Score -1120586 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1120822.500000 Penalty: 4520.678223
	Iteration 4Q: 3 clusters Score -1120822 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1121066.375000 Penalty: 4520.678223
	Iteration 5Q: 3 clusters Score -1121066 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1121333.750000 Penalty: 4520.678223
	Iteration 6Q: 3 clusters Score -1121334 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1121657.625000 Penalty: 4520.678223
	Iteration 7Q: 3 clusters Score -1121658 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1122015.750000 Penalty: 4520.678223
	Iteration 8Q: 3 clusters Score -1122016 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1122470.500000 Penalty: 4520.678223
	Iteration 9Q: 3 clusters Score -1122470 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1122982.875000 Penalty: 4520.678223
	Iteration 10F: 3 clusters Score -1122983 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1123386.500000 Penalty: 4520.678223
	Iteration 11Q: 3 clusters Score -1123386 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1123675.125000 Penalty: 4520.678223
	Iteration 12Q: 3 clusters Score -1123675 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1123832.500000 Penalty: 4520.678223
	Iteration 13Q: 3 clusters Score -1123832 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1123924.625000 Penalty: 4520.678223
	Iteration 14Q: 3 clusters Score -1123925 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1123996.625000 Penalty: 4520.678223
	Iteration 15Q: 3 clusters Score -1123997 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1124061.250000 Penalty: 4520.678223
	Iteration 16Q: 3 clusters Score -1124061 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1124107.875000 Penalty: 4520.678223
	Iteration 17Q: 3 clusters Score -1124108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1124136.625000 Penalty: 4520.678223
	Iteration 18Q: 3 clusters Score -1124137 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1124155.000000 Penalty: 4520.678223
	Iteration 19Q: 3 clusters Score -1124155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1124162.500000 Penalty: 4520.678223
	Iteration 20F: 3 clusters Score -1124162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1124168.625000 Penalty: 4520.678223
	Iteration 21Q: 3 clusters Score -1124169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1124172.500000 Penalty: 4520.678223
	Iteration 22Q: 3 clusters Score -1124172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1124172.625000 Penalty: 4520.678223
	Iteration 23Q: 3 clusters Score -1124173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1124174.125000 Penalty: 4520.678223
	Iteration 24Q: 3 clusters Score -1124174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1124175.625000 Penalty: 4520.678223
	Iteration 25Q: 3 clusters Score -1124176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1124175.000000 Penalty: 4520.678223
	Iteration 26Q: 3 clusters Score -1124175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1124175.500000 Penalty: 4520.678223
	Iteration 27Q: 3 clusters Score -1124176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1124177.625000 Penalty: 4520.678223
	Iteration 28Q: 3 clusters Score -1124178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1124177.625000 Penalty: 4520.678223
	Iteration 29F: 3 clusters Score -1124178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Entering Unmasked Estep 
Score: -7005271.500000 Penalty: 2701.595703
	Iteration 0F: 2 clusters Score -7005272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -6969312.500000 Penalty: 5403.191406
	Iteration 0F: 3 clusters Score -6969312 nChanged 24809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -6983038.500000 Penalty: 5403.191406
	Iteration 1F: 3 clusters Score -6983038 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -6983611.500000 Penalty: 5403.191406
	Iteration 2Q: 3 clusters Score -6983612 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -6984271.000000 Penalty: 5403.191406
	Iteration 3Q: 3 clusters Score -6984271 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -6985416.000000 Penalty: 5403.191406
	Iteration 4Q: 3 clusters Score -6985416 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -6987421.000000 Penalty: 5403.191406
	Iteration 5F: 3 clusters Score -6987421 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -6990433.000000 Penalty: 5403.191406
	Iteration 6F: 3 clusters Score -6990433 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -6994272.500000 Penalty: 5403.191406
	Iteration 7F: 3 clusters Score -6994272 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -6997924.500000 Penalty: 5403.191406
	Iteration 8F: 3 clusters Score -6997924 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -7000401.500000 Penalty: 5403.191406
	Iteration 9Q: 3 clusters Score -7000402 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -7001913.000000 Penalty: 5403.191406
	Iteration 10Q: 3 clusters Score -7001913 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -7002899.000000 Penalty: 5403.191406
	Iteration 11Q: 3 clusters Score -7002899 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -7003271.000000 Penalty: 5403.191406
	Iteration 12Q: 3 clusters Score -7003271 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -7003422.500000 Penalty: 5403.191406
	Iteration 13Q: 3 clusters Score -7003422 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -7003496.000000 Penalty: 5403.191406
	Iteration 14Q: 3 clusters Score -7003496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -7003522.000000 Penalty: 5403.191406
	Iteration 15Q: 3 clusters Score -7003522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -7003545.500000 Penalty: 5403.191406
	Iteration 16Q: 3 clusters Score -7003546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -7003548.500000 Penalty: 5403.191406
	Iteration 17Q: 3 clusters Score -7003548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -7003566.000000 Penalty: 5403.191406
	Iteration 18Q: 3 clusters Score -7003566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -7003558.500000 Penalty: 5403.191406
	Iteration 19Q: 3 clusters Score -7003558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -7003554.500000 Penalty: 5403.191406
	Iteration 20F: 3 clusters Score -7003554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -7003561.500000 Penalty: 5403.191406
	Iteration 21Q: 3 clusters Score -7003562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -7003558.500000 Penalty: 5403.191406
	Iteration 22Q: 3 clusters Score -7003558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -7003557.000000 Penalty: 5403.191406
	Iteration 23Q: 3 clusters Score -7003557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -7003563.500000 Penalty: 5403.191406
	Iteration 24Q: 3 clusters Score -7003564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -7003572.000000 Penalty: 5403.191406
	Iteration 25Q: 3 clusters Score -7003572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -7003571.500000 Penalty: 5403.191406
	Iteration 26Q: 3 clusters Score -7003572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -7003572.500000 Penalty: 5403.191406
	Iteration 27Q: 3 clusters Score -7003572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -7003570.500000 Penalty: 5403.191406
	Iteration 28Q: 3 clusters Score -7003570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -7003570.000000 Penalty: 5403.191406
	Iteration 29Q: 3 clusters Score -7003570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -7003570.000000 Penalty: 5403.191406
	Iteration 30F: 3 clusters Score -7003570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Entering Unmasked Estep 
Score: -1576207.500000 Penalty: 2329.566162
	Iteration 0F: 2 clusters Score -1576208 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 6073 members 
Entering Unmasked Estep 
Score: -1567270.375000 Penalty: 4659.132324
	Iteration 0F: 3 clusters Score -1567270 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1569888.375000 Penalty: 4659.132324
	Iteration 1F: 3 clusters Score -1569888 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1570242.000000 Penalty: 4659.132324
	Iteration 2F: 3 clusters Score -1570242 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1570538.375000 Penalty: 4659.132324
	Iteration 3F: 3 clusters Score -1570538 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1570832.750000 Penalty: 4659.132324
	Iteration 4Q: 3 clusters Score -1570833 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1571124.000000 Penalty: 4659.132324
	Iteration 5Q: 3 clusters Score -1571124 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1571464.500000 Penalty: 4659.132324
	Iteration 6Q: 3 clusters Score -1571464 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1571844.500000 Penalty: 4659.132324
	Iteration 7Q: 3 clusters Score -1571844 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1572300.500000 Penalty: 4659.132324
	Iteration 8F: 3 clusters Score -1572300 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1572800.250000 Penalty: 4659.132324
	Iteration 9Q: 3 clusters Score -1572800 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1573228.125000 Penalty: 4659.132324
	Iteration 10Q: 3 clusters Score -1573228 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1573593.375000 Penalty: 4659.132324
	Iteration 11Q: 3 clusters Score -1573593 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1573807.375000 Penalty: 4659.132324
	Iteration 12Q: 3 clusters Score -1573807 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1573956.750000 Penalty: 4659.132324
	Iteration 13Q: 3 clusters Score -1573957 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1574068.750000 Penalty: 4659.132324
	Iteration 14Q: 3 clusters Score -1574069 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1574129.875000 Penalty: 4659.132324
	Iteration 15Q: 3 clusters Score -1574130 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1574166.000000 Penalty: 4659.132324
	Iteration 16Q: 3 clusters Score -1574166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1574193.750000 Penalty: 4659.132324
	Iteration 17Q: 3 clusters Score -1574194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1574217.375000 Penalty: 4659.132324
	Iteration 18Q: 3 clusters Score -1574217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1574237.375000 Penalty: 4659.132324
	Iteration 19Q: 3 clusters Score -1574237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1574246.000000 Penalty: 4659.132324
	Iteration 20F: 3 clusters Score -1574246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1574256.750000 Penalty: 4659.132324
	Iteration 21Q: 3 clusters Score -1574257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1574265.250000 Penalty: 4659.132324
	Iteration 22Q: 3 clusters Score -1574265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1574270.125000 Penalty: 4659.132324
	Iteration 23Q: 3 clusters Score -1574270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1574279.250000 Penalty: 4659.132324
	Iteration 24Q: 3 clusters Score -1574279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1574283.625000 Penalty: 4659.132324
	Iteration 25Q: 3 clusters Score -1574284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1574288.875000 Penalty: 4659.132324
	Iteration 26Q: 3 clusters Score -1574289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1574289.875000 Penalty: 4659.132324
	Iteration 27Q: 3 clusters Score -1574290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1574293.500000 Penalty: 4659.132324
	Iteration 28Q: 3 clusters Score -1574294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1574299.500000 Penalty: 4659.132324
	Iteration 29Q: 3 clusters Score -1574300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1574300.250000 Penalty: 4659.132324
	Iteration 30Q: 3 clusters Score -1574300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1574300.250000 Penalty: 4659.132324
	Iteration 31Q: 3 clusters Score -1574300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1574302.125000 Penalty: 4659.132324
	Iteration 32Q: 3 clusters Score -1574302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1574303.250000 Penalty: 4659.132324
	Iteration 33Q: 3 clusters Score -1574303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1574303.375000 Penalty: 4659.132324
	Iteration 34Q: 3 clusters Score -1574303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1574303.125000 Penalty: 4659.132324
	Iteration 35Q: 3 clusters Score -1574303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1574302.625000 Penalty: 4659.132324
	Iteration 36Q: 3 clusters Score -1574303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1574303.250000 Penalty: 4659.132324
	Iteration 37Q: 3 clusters Score -1574303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1574303.250000 Penalty: 4659.132324
	Iteration 38F: 3 clusters Score -1574303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Entering Unmasked Estep 
Score: -5928293.500000 Penalty: 2660.797363
	Iteration 0F: 2 clusters Score -5928294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -5897192.500000 Penalty: 5321.594727
	Iteration 0F: 3 clusters Score -5897192 nChanged 21113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -5909215.500000 Penalty: 5321.594727
	Iteration 1F: 3 clusters Score -5909216 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -5909912.000000 Penalty: 5321.594727
	Iteration 2Q: 3 clusters Score -5909912 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -5910620.500000 Penalty: 5321.594727
	Iteration 3Q: 3 clusters Score -5910620 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -5911527.500000 Penalty: 5321.594727
	Iteration 4Q: 3 clusters Score -5911528 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -5912762.500000 Penalty: 5321.594727
	Iteration 5Q: 3 clusters Score -5912762 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5914275.000000 Penalty: 5321.594727
	Iteration 6F: 3 clusters Score -5914275 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -5916214.000000 Penalty: 5321.594727
	Iteration 7F: 3 clusters Score -5916214 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -5918362.500000 Penalty: 5321.594727
	Iteration 8F: 3 clusters Score -5918362 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -5920399.000000 Penalty: 5321.594727
	Iteration 9F: 3 clusters Score -5920399 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -5922185.000000 Penalty: 5321.594727
	Iteration 10Q: 3 clusters Score -5922185 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5923477.000000 Penalty: 5321.594727
	Iteration 11Q: 3 clusters Score -5923477 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5924321.000000 Penalty: 5321.594727
	Iteration 12Q: 3 clusters Score -5924321 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5924890.000000 Penalty: 5321.594727
	Iteration 13Q: 3 clusters Score -5924890 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5925250.000000 Penalty: 5321.594727
	Iteration 14Q: 3 clusters Score -5925250 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5925469.500000 Penalty: 5321.594727
	Iteration 15Q: 3 clusters Score -5925470 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5925621.500000 Penalty: 5321.594727
	Iteration 16Q: 3 clusters Score -5925622 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5925739.000000 Penalty: 5321.594727
	Iteration 17Q: 3 clusters Score -5925739 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5925828.000000 Penalty: 5321.594727
	Iteration 18Q: 3 clusters Score -5925828 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5925874.000000 Penalty: 5321.594727
	Iteration 19Q: 3 clusters Score -5925874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5925910.000000 Penalty: 5321.594727
	Iteration 20F: 3 clusters Score -5925910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5925938.000000 Penalty: 5321.594727
	Iteration 21Q: 3 clusters Score -5925938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5925960.000000 Penalty: 5321.594727
	Iteration 22Q: 3 clusters Score -5925960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5925981.000000 Penalty: 5321.594727
	Iteration 23Q: 3 clusters Score -5925981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5926001.500000 Penalty: 5321.594727
	Iteration 24Q: 3 clusters Score -5926002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5926010.000000 Penalty: 5321.594727
	Iteration 25Q: 3 clusters Score -5926010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5926023.500000 Penalty: 5321.594727
	Iteration 26Q: 3 clusters Score -5926024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5926025.500000 Penalty: 5321.594727
	Iteration 27Q: 3 clusters Score -5926026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5926023.000000 Penalty: 5321.594727
	Iteration 28Q: 3 clusters Score -5926023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5926028.000000 Penalty: 5321.594727
	Iteration 29Q: 3 clusters Score -5926028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5926034.500000 Penalty: 5321.594727
	Iteration 30Q: 3 clusters Score -5926034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5926051.500000 Penalty: 5321.594727
	Iteration 31Q: 3 clusters Score -5926052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5926066.500000 Penalty: 5321.594727
	Iteration 32Q: 3 clusters Score -5926066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5926070.500000 Penalty: 5321.594727
	Iteration 33Q: 3 clusters Score -5926070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5926079.500000 Penalty: 5321.594727
	Iteration 34Q: 3 clusters Score -5926080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5926076.500000 Penalty: 5321.594727
	Iteration 35Q: 3 clusters Score -5926076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5926077.500000 Penalty: 5321.594727
	Iteration 36Q: 3 clusters Score -5926078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5926080.500000 Penalty: 5321.594727
	Iteration 37Q: 3 clusters Score -5926080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5926086.000000 Penalty: 5321.594727
	Iteration 38Q: 3 clusters Score -5926086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5926091.000000 Penalty: 5321.594727
	Iteration 39Q: 3 clusters Score -5926091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5926091.500000 Penalty: 5321.594727
	Iteration 40F: 3 clusters Score -5926092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5926090.000000 Penalty: 5321.594727
	Iteration 41Q: 3 clusters Score -5926090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5926087.000000 Penalty: 5321.594727
	Iteration 42Q: 3 clusters Score -5926087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5926089.500000 Penalty: 5321.594727
	Iteration 43Q: 3 clusters Score -5926090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5926095.500000 Penalty: 5321.594727
	Iteration 44Q: 3 clusters Score -5926096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5926095.500000 Penalty: 5321.594727
	Iteration 45F: 3 clusters Score -5926096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Entering Unmasked Estep 
Score: -1780056.375000 Penalty: 2382.627930
	Iteration 0F: 2 clusters Score -1780056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1769132.500000 Penalty: 4765.255859
	Iteration 0F: 3 clusters Score -1769132 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1772791.625000 Penalty: 4765.255859
	Iteration 1F: 3 clusters Score -1772792 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1773224.625000 Penalty: 4765.255859
	Iteration 2F: 3 clusters Score -1773225 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1773616.750000 Penalty: 4765.255859
	Iteration 3F: 3 clusters Score -1773617 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1773980.750000 Penalty: 4765.255859
	Iteration 4Q: 3 clusters Score -1773981 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1774319.750000 Penalty: 4765.255859
	Iteration 5Q: 3 clusters Score -1774320 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1774652.250000 Penalty: 4765.255859
	Iteration 6Q: 3 clusters Score -1774652 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1774975.125000 Penalty: 4765.255859
	Iteration 7Q: 3 clusters Score -1774975 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1775293.125000 Penalty: 4765.255859
	Iteration 8Q: 3 clusters Score -1775293 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1775583.750000 Penalty: 4765.255859
	Iteration 9Q: 3 clusters Score -1775584 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1775862.625000 Penalty: 4765.255859
	Iteration 10Q: 3 clusters Score -1775863 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1776111.250000 Penalty: 4765.255859
	Iteration 11Q: 3 clusters Score -1776111 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1776298.500000 Penalty: 4765.255859
	Iteration 12Q: 3 clusters Score -1776298 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1776427.375000 Penalty: 4765.255859
	Iteration 13Q: 3 clusters Score -1776427 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1776545.000000 Penalty: 4765.255859
	Iteration 14Q: 3 clusters Score -1776545 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1776630.625000 Penalty: 4765.255859
	Iteration 15Q: 3 clusters Score -1776631 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1776703.625000 Penalty: 4765.255859
	Iteration 16Q: 3 clusters Score -1776704 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1776766.625000 Penalty: 4765.255859
	Iteration 17Q: 3 clusters Score -1776767 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1776811.125000 Penalty: 4765.255859
	Iteration 18Q: 3 clusters Score -1776811 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1776850.875000 Penalty: 4765.255859
	Iteration 19Q: 3 clusters Score -1776851 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1776888.500000 Penalty: 4765.255859
	Iteration 20F: 3 clusters Score -1776888 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1776929.500000 Penalty: 4765.255859
	Iteration 21Q: 3 clusters Score -1776930 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1776977.750000 Penalty: 4765.255859
	Iteration 22Q: 3 clusters Score -1776978 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1777033.000000 Penalty: 4765.255859
	Iteration 23Q: 3 clusters Score -1777033 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1777072.750000 Penalty: 4765.255859
	Iteration 24Q: 3 clusters Score -1777073 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1777132.000000 Penalty: 4765.255859
	Iteration 25Q: 3 clusters Score -1777132 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1777179.625000 Penalty: 4765.255859
	Iteration 26Q: 3 clusters Score -1777180 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1777233.750000 Penalty: 4765.255859
	Iteration 27Q: 3 clusters Score -1777234 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1777281.250000 Penalty: 4765.255859
	Iteration 28Q: 3 clusters Score -1777281 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1777353.250000 Penalty: 4765.255859
	Iteration 29Q: 3 clusters Score -1777353 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1777410.875000 Penalty: 4765.255859
	Iteration 30Q: 3 clusters Score -1777411 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1777498.625000 Penalty: 4765.255859
	Iteration 31Q: 3 clusters Score -1777499 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1777579.875000 Penalty: 4765.255859
	Iteration 32Q: 3 clusters Score -1777580 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1777655.000000 Penalty: 4765.255859
	Iteration 33Q: 3 clusters Score -1777655 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1777736.500000 Penalty: 4765.255859
	Iteration 34Q: 3 clusters Score -1777736 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1777791.375000 Penalty: 4765.255859
	Iteration 35Q: 3 clusters Score -1777791 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1777853.500000 Penalty: 4765.255859
	Iteration 36Q: 3 clusters Score -1777854 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1777897.000000 Penalty: 4765.255859
	Iteration 37Q: 3 clusters Score -1777897 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1777939.625000 Penalty: 4765.255859
	Iteration 38Q: 3 clusters Score -1777940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1777978.750000 Penalty: 4765.255859
	Iteration 39Q: 3 clusters Score -1777979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1778016.250000 Penalty: 4765.255859
	Iteration 40F: 3 clusters Score -1778016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1778049.750000 Penalty: 4765.255859
	Iteration 41Q: 3 clusters Score -1778050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1778077.250000 Penalty: 4765.255859
	Iteration 42Q: 3 clusters Score -1778077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1778095.625000 Penalty: 4765.255859
	Iteration 43Q: 3 clusters Score -1778096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1778105.500000 Penalty: 4765.255859
	Iteration 44Q: 3 clusters Score -1778106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1778116.875000 Penalty: 4765.255859
	Iteration 45Q: 3 clusters Score -1778117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1778121.250000 Penalty: 4765.255859
	Iteration 46Q: 3 clusters Score -1778121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1778124.375000 Penalty: 4765.255859
	Iteration 47Q: 3 clusters Score -1778124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1778131.375000 Penalty: 4765.255859
	Iteration 48Q: 3 clusters Score -1778131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1778132.125000 Penalty: 4765.255859
	Iteration 49Q: 3 clusters Score -1778132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1778136.625000 Penalty: 4765.255859
	Iteration 50Q: 3 clusters Score -1778137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1778143.875000 Penalty: 4765.255859
	Iteration 51Q: 3 clusters Score -1778144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1778147.750000 Penalty: 4765.255859
	Iteration 52Q: 3 clusters Score -1778148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1778148.750000 Penalty: 4765.255859
	Iteration 53Q: 3 clusters Score -1778149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1778154.250000 Penalty: 4765.255859
	Iteration 54Q: 3 clusters Score -1778154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1778157.375000 Penalty: 4765.255859
	Iteration 55Q: 3 clusters Score -1778157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1778162.625000 Penalty: 4765.255859
	Iteration 56Q: 3 clusters Score -1778163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1778162.875000 Penalty: 4765.255859
	Iteration 57Q: 3 clusters Score -1778163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1778163.375000 Penalty: 4765.255859
	Iteration 58Q: 3 clusters Score -1778163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1778162.125000 Penalty: 4765.255859
	Iteration 59Q: 3 clusters Score -1778162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1778163.750000 Penalty: 4765.255859
	Iteration 60F: 3 clusters Score -1778164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1778164.625000 Penalty: 4765.255859
	Iteration 61Q: 3 clusters Score -1778165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1778167.500000 Penalty: 4765.255859
	Iteration 62Q: 3 clusters Score -1778168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1778169.625000 Penalty: 4765.255859
	Iteration 63Q: 3 clusters Score -1778170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1778170.000000 Penalty: 4765.255859
	Iteration 64Q: 3 clusters Score -1778170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1778170.000000 Penalty: 4765.255859
	Iteration 65F: 3 clusters Score -1778170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Entering Unmasked Estep 
Score: -9449861.000000 Penalty: 2779.971191
	Iteration 0F: 2 clusters Score -9449861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -9400292.000000 Penalty: 5559.942383
	Iteration 0F: 3 clusters Score -9400292 nChanged 34602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -9419569.000000 Penalty: 5559.942383
	Iteration 1F: 3 clusters Score -9419569 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -9420208.000000 Penalty: 5559.942383
	Iteration 2Q: 3 clusters Score -9420208 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -9420975.000000 Penalty: 5559.942383
	Iteration 3Q: 3 clusters Score -9420975 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -9422175.000000 Penalty: 5559.942383
	Iteration 4Q: 3 clusters Score -9422175 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -9424007.000000 Penalty: 5559.942383
	Iteration 5F: 3 clusters Score -9424007 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -9427183.000000 Penalty: 5559.942383
	Iteration 6F: 3 clusters Score -9427183 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -9431925.000000 Penalty: 5559.942383
	Iteration 7F: 3 clusters Score -9431925 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -9437719.000000 Penalty: 5559.942383
	Iteration 8F: 3 clusters Score -9437719 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -9442539.000000 Penalty: 5559.942383
	Iteration 9F: 3 clusters Score -9442539 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -9445704.000000 Penalty: 5559.942383
	Iteration 10Q: 3 clusters Score -9445704 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -9447130.000000 Penalty: 5559.942383
	Iteration 11Q: 3 clusters Score -9447130 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -9447741.000000 Penalty: 5559.942383
	Iteration 12Q: 3 clusters Score -9447741 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -9447955.000000 Penalty: 5559.942383
	Iteration 13Q: 3 clusters Score -9447955 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -9448111.000000 Penalty: 5559.942383
	Iteration 14Q: 3 clusters Score -9448111 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -9448179.000000 Penalty: 5559.942383
	Iteration 15Q: 3 clusters Score -9448179 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -9448225.000000 Penalty: 5559.942383
	Iteration 16Q: 3 clusters Score -9448225 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -9448264.000000 Penalty: 5559.942383
	Iteration 17Q: 3 clusters Score -9448264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -9448290.000000 Penalty: 5559.942383
	Iteration 18Q: 3 clusters Score -9448290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 72308 members 
Entering Unmasked Estep 
Score: -9448321.000000 Penalty: 5559.942383
	Iteration 19Q: 3 clusters Score -9448321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 72363 members 
Entering Unmasked Estep 
Score: -9448348.000000 Penalty: 5559.942383
	Iteration 20F: 3 clusters Score -9448348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -9448364.000000 Penalty: 5559.942383
	Iteration 21Q: 3 clusters Score -9448364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -9448371.000000 Penalty: 5559.942383
	Iteration 22Q: 3 clusters Score -9448371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 72466 members 
Entering Unmasked Estep 
Score: -9448377.000000 Penalty: 5559.942383
	Iteration 23Q: 3 clusters Score -9448377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -9448396.000000 Penalty: 5559.942383
	Iteration 24Q: 3 clusters Score -9448396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -9448403.000000 Penalty: 5559.942383
	Iteration 25Q: 3 clusters Score -9448403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
Score: -9448410.000000 Penalty: 5559.942383
	Iteration 26Q: 3 clusters Score -9448410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -9448411.000000 Penalty: 5559.942383
	Iteration 27Q: 3 clusters Score -9448411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -9448421.000000 Penalty: 5559.942383
	Iteration 28Q: 3 clusters Score -9448421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -9448425.000000 Penalty: 5559.942383
	Iteration 29Q: 3 clusters Score -9448425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -9448427.000000 Penalty: 5559.942383
	Iteration 30Q: 3 clusters Score -9448427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -9448443.000000 Penalty: 5559.942383
	Iteration 31Q: 3 clusters Score -9448443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -9448458.000000 Penalty: 5559.942383
	Iteration 32Q: 3 clusters Score -9448458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -9448456.000000 Penalty: 5559.942383
	Iteration 33Q: 3 clusters Score -9448456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -9448465.000000 Penalty: 5559.942383
	Iteration 34Q: 3 clusters Score -9448465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 72612 members 
Entering Unmasked Estep 
Score: -9448456.000000 Penalty: 5559.942383
	Iteration 35Q: 3 clusters Score -9448456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -9448459.000000 Penalty: 5559.942383
	Iteration 36Q: 3 clusters Score -9448459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 72611 members 
Entering Unmasked Estep 
Score: -9448474.000000 Penalty: 5559.942383
	Iteration 37Q: 3 clusters Score -9448474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -9448474.000000 Penalty: 5559.942383
	Iteration 38Q: 3 clusters Score -9448474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -9448476.000000 Penalty: 5559.942383
	Iteration 39Q: 3 clusters Score -9448476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -9448472.000000 Penalty: 5559.942383
	Iteration 40F: 3 clusters Score -9448472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 72612 members 
Entering Unmasked Estep 
Score: -9448478.000000 Penalty: 5559.942383
	Iteration 41Q: 3 clusters Score -9448478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 72612 members 
Entering Unmasked Estep 
Score: -9448478.000000 Penalty: 5559.942383
	Iteration 42F: 3 clusters Score -9448478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Entering Unmasked Estep 
Score: -454186.500000 Penalty: 2036.447754
	Iteration 0F: 2 clusters Score -454186.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -450434.187500 Penalty: 4072.895508
	Iteration 0F: 3 clusters Score -450434.2 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -451382.312500 Penalty: 4072.895508
	Iteration 1F: 3 clusters Score -451382.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -451734.812500 Penalty: 4072.895508
	Iteration 2F: 3 clusters Score -451734.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -452004.812500 Penalty: 4072.895508
	Iteration 3F: 3 clusters Score -452004.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -452198.218750 Penalty: 4072.895508
	Iteration 4F: 3 clusters Score -452198.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -452356.093750 Penalty: 4072.895508
	Iteration 5F: 3 clusters Score -452356.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -452476.875000 Penalty: 4072.895508
	Iteration 6Q: 3 clusters Score -452476.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -452565.500000 Penalty: 4072.895508
	Iteration 7Q: 3 clusters Score -452565.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -452628.093750 Penalty: 4072.895508
	Iteration 8Q: 3 clusters Score -452628.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -452679.468750 Penalty: 4072.895508
	Iteration 9Q: 3 clusters Score -452679.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -452724.781250 Penalty: 4072.895508
	Iteration 10Q: 3 clusters Score -452724.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -452755.531250 Penalty: 4072.895508
	Iteration 11Q: 3 clusters Score -452755.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -452773.593750 Penalty: 4072.895508
	Iteration 12Q: 3 clusters Score -452773.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -452790.375000 Penalty: 4072.895508
	Iteration 13Q: 3 clusters Score -452790.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -452798.656250 Penalty: 4072.895508
	Iteration 14Q: 3 clusters Score -452798.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -452806.531250 Penalty: 4072.895508
	Iteration 15Q: 3 clusters Score -452806.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -452813.750000 Penalty: 4072.895508
	Iteration 16Q: 3 clusters Score -452813.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -452820.406250 Penalty: 4072.895508
	Iteration 17Q: 3 clusters Score -452820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -452826.937500 Penalty: 4072.895508
	Iteration 18Q: 3 clusters Score -452826.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -452832.156250 Penalty: 4072.895508
	Iteration 19Q: 3 clusters Score -452832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -452834.562500 Penalty: 4072.895508
	Iteration 20F: 3 clusters Score -452834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -452838.250000 Penalty: 4072.895508
	Iteration 21Q: 3 clusters Score -452838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -452839.625000 Penalty: 4072.895508
	Iteration 22Q: 3 clusters Score -452839.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -452840.593750 Penalty: 4072.895508
	Iteration 23Q: 3 clusters Score -452840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -452841.281250 Penalty: 4072.895508
	Iteration 24Q: 3 clusters Score -452841.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -452842.687500 Penalty: 4072.895508
	Iteration 25Q: 3 clusters Score -452842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -452845.562500 Penalty: 4072.895508
	Iteration 26Q: 3 clusters Score -452845.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -452850.062500 Penalty: 4072.895508
	Iteration 27Q: 3 clusters Score -452850.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -452850.750000 Penalty: 4072.895508
	Iteration 28Q: 3 clusters Score -452850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -452850.750000 Penalty: 4072.895508
	Iteration 29F: 3 clusters Score -452850.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Entering Unmasked Estep 
Score: -1139400.250000 Penalty: 2270.082520
	Iteration 0F: 2 clusters Score -1139400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1132124.375000 Penalty: 4540.165039
	Iteration 0F: 3 clusters Score -1132124 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1134435.000000 Penalty: 4540.165039
	Iteration 1F: 3 clusters Score -1134435 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1134981.625000 Penalty: 4540.165039
	Iteration 2F: 3 clusters Score -1134982 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1135401.500000 Penalty: 4540.165039
	Iteration 3F: 3 clusters Score -1135402 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1135786.750000 Penalty: 4540.165039
	Iteration 4F: 3 clusters Score -1135787 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1136200.125000 Penalty: 4540.165039
	Iteration 5F: 3 clusters Score -1136200 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1136586.500000 Penalty: 4540.165039
	Iteration 6F: 3 clusters Score -1136586 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1136955.000000 Penalty: 4540.165039
	Iteration 7Q: 3 clusters Score -1136955 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1137275.250000 Penalty: 4540.165039
	Iteration 8Q: 3 clusters Score -1137275 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1137525.625000 Penalty: 4540.165039
	Iteration 9Q: 3 clusters Score -1137526 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1137727.125000 Penalty: 4540.165039
	Iteration 10Q: 3 clusters Score -1137727 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1137889.000000 Penalty: 4540.165039
	Iteration 11Q: 3 clusters Score -1137889 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1138001.625000 Penalty: 4540.165039
	Iteration 12Q: 3 clusters Score -1138002 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1138078.000000 Penalty: 4540.165039
	Iteration 13Q: 3 clusters Score -1138078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1138120.750000 Penalty: 4540.165039
	Iteration 14Q: 3 clusters Score -1138121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1138149.125000 Penalty: 4540.165039
	Iteration 15Q: 3 clusters Score -1138149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1138171.250000 Penalty: 4540.165039
	Iteration 16Q: 3 clusters Score -1138171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1138196.125000 Penalty: 4540.165039
	Iteration 17Q: 3 clusters Score -1138196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1138220.875000 Penalty: 4540.165039
	Iteration 18Q: 3 clusters Score -1138221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1138250.625000 Penalty: 4540.165039
	Iteration 19Q: 3 clusters Score -1138251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1138274.750000 Penalty: 4540.165039
	Iteration 20F: 3 clusters Score -1138275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1138285.375000 Penalty: 4540.165039
	Iteration 21Q: 3 clusters Score -1138285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1138293.000000 Penalty: 4540.165039
	Iteration 22Q: 3 clusters Score -1138293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1138295.375000 Penalty: 4540.165039
	Iteration 23Q: 3 clusters Score -1138295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1138303.625000 Penalty: 4540.165039
	Iteration 24Q: 3 clusters Score -1138304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1138309.875000 Penalty: 4540.165039
	Iteration 25Q: 3 clusters Score -1138310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1138312.000000 Penalty: 4540.165039
	Iteration 26Q: 3 clusters Score -1138312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1138311.375000 Penalty: 4540.165039
	Iteration 27Q: 3 clusters Score -1138311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1138313.000000 Penalty: 4540.165039
	Iteration 28Q: 3 clusters Score -1138313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1138313.000000 Penalty: 4540.165039
	Iteration 29F: 3 clusters Score -1138313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (78036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78036 members 
Entering Unmasked Estep 
Score: -10087297.000000 Penalty: 2793.701660
	Iteration 0F: 2 clusters Score -1.00873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -10035191.000000 Penalty: 5587.403320
	Iteration 0F: 3 clusters Score -1.003519e+07 nChanged 36629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -10055391.000000 Penalty: 5587.403320
	Iteration 1F: 3 clusters Score -1.005539e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -10055901.000000 Penalty: 5587.403320
	Iteration 2Q: 3 clusters Score -1.00559e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -10056354.000000 Penalty: 5587.403320
	Iteration 3Q: 3 clusters Score -1.005635e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -10056838.000000 Penalty: 5587.403320
	Iteration 4Q: 3 clusters Score -1.005684e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -10057474.000000 Penalty: 5587.403320
	Iteration 5Q: 3 clusters Score -1.005747e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -10058311.000000 Penalty: 5587.403320
	Iteration 6Q: 3 clusters Score -1.005831e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -10059812.000000 Penalty: 5587.403320
	Iteration 7Q: 3 clusters Score -1.005981e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -10062579.000000 Penalty: 5587.403320
	Iteration 8F: 3 clusters Score -1.006258e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -10067174.000000 Penalty: 5587.403320
	Iteration 9F: 3 clusters Score -1.006717e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -10073439.000000 Penalty: 5587.403320
	Iteration 10F: 3 clusters Score -1.007344e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -10079228.000000 Penalty: 5587.403320
	Iteration 11F: 3 clusters Score -1.007923e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 75648 members 
Entering Unmasked Estep 
Score: -10082605.000000 Penalty: 5587.403320
	Iteration 12Q: 3 clusters Score -1.00826e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -10084034.000000 Penalty: 5587.403320
	Iteration 13Q: 3 clusters Score -1.008403e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 77599 members 
Entering Unmasked Estep 
Score: -10084507.000000 Penalty: 5587.403320
	Iteration 14Q: 3 clusters Score -1.008451e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 77746 members 
Entering Unmasked Estep 
Score: -10084667.000000 Penalty: 5587.403320
	Iteration 15Q: 3 clusters Score -1.008467e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -10084734.000000 Penalty: 5587.403320
	Iteration 16Q: 3 clusters Score -1.008473e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 77802 members 
Entering Unmasked Estep 
Score: -10084765.000000 Penalty: 5587.403320
	Iteration 17Q: 3 clusters Score -1.008476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -10084773.000000 Penalty: 5587.403320
	Iteration 18Q: 3 clusters Score -1.008477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 77814 members 
Entering Unmasked Estep 
Score: -10084796.000000 Penalty: 5587.403320
	Iteration 19Q: 3 clusters Score -1.00848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -10084808.000000 Penalty: 5587.403320
	Iteration 20F: 3 clusters Score -1.008481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 77824 members 
Entering Unmasked Estep 
Score: -10084820.000000 Penalty: 5587.403320
	Iteration 21Q: 3 clusters Score -1.008482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -10084822.000000 Penalty: 5587.403320
	Iteration 22Q: 3 clusters Score -1.008482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -10084828.000000 Penalty: 5587.403320
	Iteration 23Q: 3 clusters Score -1.008483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -10084838.000000 Penalty: 5587.403320
	Iteration 24Q: 3 clusters Score -1.008484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 77826 members 
Entering Unmasked Estep 
Score: -10084834.000000 Penalty: 5587.403320
	Iteration 25Q: 3 clusters Score -1.008483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 77826 members 
Entering Unmasked Estep 
Score: -10084834.000000 Penalty: 5587.403320
	Iteration 26F: 3 clusters Score -1.008483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -93409.226562 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -93409.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91674.031250 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -91674.03 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91924.734375 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -91924.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92006.218750 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -92006.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -92052.492188 Penalty: 3305.546875
	Iteration 3Q: 3 clusters Score -92052.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92083.437500 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -92083.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92098.132812 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -92098.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92102.781250 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -92102.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -92106.679688 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -92106.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92108.421875 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -92108.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92108.421875 Penalty: 3305.546875
	Iteration 9F: 3 clusters Score -92108.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Entering Unmasked Estep 
Score: -699383.500000 Penalty: 2145.974121
	Iteration 0F: 2 clusters Score -699383.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -694402.937500 Penalty: 4291.948242
	Iteration 0F: 3 clusters Score -694402.9 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -695655.625000 Penalty: 4291.948242
	Iteration 1F: 3 clusters Score -695655.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -695880.875000 Penalty: 4291.948242
	Iteration 2F: 3 clusters Score -695880.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -696012.000000 Penalty: 4291.948242
	Iteration 3Q: 3 clusters Score -696012 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -696091.312500 Penalty: 4291.948242
	Iteration 4Q: 3 clusters Score -696091.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -696151.687500 Penalty: 4291.948242
	Iteration 5Q: 3 clusters Score -696151.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -696200.000000 Penalty: 4291.948242
	Iteration 6Q: 3 clusters Score -696200 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -696239.000000 Penalty: 4291.948242
	Iteration 7Q: 3 clusters Score -696239 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -696263.937500 Penalty: 4291.948242
	Iteration 8Q: 3 clusters Score -696263.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -696289.375000 Penalty: 4291.948242
	Iteration 9Q: 3 clusters Score -696289.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -696314.812500 Penalty: 4291.948242
	Iteration 10Q: 3 clusters Score -696314.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -696334.750000 Penalty: 4291.948242
	Iteration 11Q: 3 clusters Score -696334.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -696342.687500 Penalty: 4291.948242
	Iteration 12Q: 3 clusters Score -696342.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -696351.625000 Penalty: 4291.948242
	Iteration 13Q: 3 clusters Score -696351.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -696357.812500 Penalty: 4291.948242
	Iteration 14Q: 3 clusters Score -696357.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -696366.187500 Penalty: 4291.948242
	Iteration 15Q: 3 clusters Score -696366.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -696371.500000 Penalty: 4291.948242
	Iteration 16Q: 3 clusters Score -696371.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -696376.750000 Penalty: 4291.948242
	Iteration 17Q: 3 clusters Score -696376.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -696382.750000 Penalty: 4291.948242
	Iteration 18Q: 3 clusters Score -696382.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -696386.187500 Penalty: 4291.948242
	Iteration 19Q: 3 clusters Score -696386.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -696390.187500 Penalty: 4291.948242
	Iteration 20F: 3 clusters Score -696390.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -696392.562500 Penalty: 4291.948242
	Iteration 21Q: 3 clusters Score -696392.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -696393.562500 Penalty: 4291.948242
	Iteration 22Q: 3 clusters Score -696393.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -696396.062500 Penalty: 4291.948242
	Iteration 23Q: 3 clusters Score -696396.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -696397.812500 Penalty: 4291.948242
	Iteration 24Q: 3 clusters Score -696397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -696399.437500 Penalty: 4291.948242
	Iteration 25Q: 3 clusters Score -696399.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -696399.812500 Penalty: 4291.948242
	Iteration 26Q: 3 clusters Score -696399.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -696401.687500 Penalty: 4291.948242
	Iteration 27Q: 3 clusters Score -696401.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -696405.125000 Penalty: 4291.948242
	Iteration 28Q: 3 clusters Score -696405.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -696411.000000 Penalty: 4291.948242
	Iteration 29Q: 3 clusters Score -696411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -696413.125000 Penalty: 4291.948242
	Iteration 30Q: 3 clusters Score -696413.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -696420.000000 Penalty: 4291.948242
	Iteration 31Q: 3 clusters Score -696420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -696424.812500 Penalty: 4291.948242
	Iteration 32Q: 3 clusters Score -696424.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -696428.000000 Penalty: 4291.948242
	Iteration 33Q: 3 clusters Score -696428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -696429.750000 Penalty: 4291.948242
	Iteration 34Q: 3 clusters Score -696429.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -696432.687500 Penalty: 4291.948242
	Iteration 35Q: 3 clusters Score -696432.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -696434.125000 Penalty: 4291.948242
	Iteration 36Q: 3 clusters Score -696434.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -696436.437500 Penalty: 4291.948242
	Iteration 37Q: 3 clusters Score -696436.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -696440.750000 Penalty: 4291.948242
	Iteration 38Q: 3 clusters Score -696440.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -696445.375000 Penalty: 4291.948242
	Iteration 39Q: 3 clusters Score -696445.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -696448.812500 Penalty: 4291.948242
	Iteration 40F: 3 clusters Score -696448.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -696454.187500 Penalty: 4291.948242
	Iteration 41Q: 3 clusters Score -696454.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -696459.875000 Penalty: 4291.948242
	Iteration 42Q: 3 clusters Score -696459.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -696463.625000 Penalty: 4291.948242
	Iteration 43Q: 3 clusters Score -696463.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -696467.875000 Penalty: 4291.948242
	Iteration 44Q: 3 clusters Score -696467.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -696470.937500 Penalty: 4291.948242
	Iteration 45Q: 3 clusters Score -696470.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -696475.000000 Penalty: 4291.948242
	Iteration 46Q: 3 clusters Score -696475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -696476.687500 Penalty: 4291.948242
	Iteration 47Q: 3 clusters Score -696476.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -696479.250000 Penalty: 4291.948242
	Iteration 48Q: 3 clusters Score -696479.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -696481.875000 Penalty: 4291.948242
	Iteration 49Q: 3 clusters Score -696481.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -696486.000000 Penalty: 4291.948242
	Iteration 50Q: 3 clusters Score -696486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -696489.937500 Penalty: 4291.948242
	Iteration 51Q: 3 clusters Score -696489.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -696494.562500 Penalty: 4291.948242
	Iteration 52Q: 3 clusters Score -696494.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -696497.812500 Penalty: 4291.948242
	Iteration 53Q: 3 clusters Score -696497.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -696503.312500 Penalty: 4291.948242
	Iteration 54Q: 3 clusters Score -696503.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -696508.500000 Penalty: 4291.948242
	Iteration 55Q: 3 clusters Score -696508.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -696513.500000 Penalty: 4291.948242
	Iteration 56Q: 3 clusters Score -696513.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -696520.000000 Penalty: 4291.948242
	Iteration 57Q: 3 clusters Score -696520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -696524.562500 Penalty: 4291.948242
	Iteration 58Q: 3 clusters Score -696524.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -696528.250000 Penalty: 4291.948242
	Iteration 59Q: 3 clusters Score -696528.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -696530.562500 Penalty: 4291.948242
	Iteration 60F: 3 clusters Score -696530.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -696534.750000 Penalty: 4291.948242
	Iteration 61Q: 3 clusters Score -696534.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -696540.500000 Penalty: 4291.948242
	Iteration 62Q: 3 clusters Score -696540.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -696548.250000 Penalty: 4291.948242
	Iteration 63Q: 3 clusters Score -696548.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -696553.562500 Penalty: 4291.948242
	Iteration 64Q: 3 clusters Score -696553.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -696562.250000 Penalty: 4291.948242
	Iteration 65Q: 3 clusters Score -696562.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -696571.562500 Penalty: 4291.948242
	Iteration 66Q: 3 clusters Score -696571.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -696584.500000 Penalty: 4291.948242
	Iteration 67Q: 3 clusters Score -696584.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -696600.625000 Penalty: 4291.948242
	Iteration 68Q: 3 clusters Score -696600.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -696614.375000 Penalty: 4291.948242
	Iteration 69Q: 3 clusters Score -696614.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -696634.125000 Penalty: 4291.948242
	Iteration 70Q: 3 clusters Score -696634.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -696659.062500 Penalty: 4291.948242
	Iteration 71Q: 3 clusters Score -696659.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -696678.187500 Penalty: 4291.948242
	Iteration 72Q: 3 clusters Score -696678.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -696697.687500 Penalty: 4291.948242
	Iteration 73Q: 3 clusters Score -696697.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -696717.500000 Penalty: 4291.948242
	Iteration 74Q: 3 clusters Score -696717.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -696736.000000 Penalty: 4291.948242
	Iteration 75Q: 3 clusters Score -696736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -696760.000000 Penalty: 4291.948242
	Iteration 76Q: 3 clusters Score -696760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -696784.312500 Penalty: 4291.948242
	Iteration 77Q: 3 clusters Score -696784.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -696811.812500 Penalty: 4291.948242
	Iteration 78Q: 3 clusters Score -696811.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -696848.625000 Penalty: 4291.948242
	Iteration 79Q: 3 clusters Score -696848.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -696900.000000 Penalty: 4291.948242
	Iteration 80F: 3 clusters Score -696900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -696945.500000 Penalty: 4291.948242
	Iteration 81Q: 3 clusters Score -696945.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -697000.750000 Penalty: 4291.948242
	Iteration 82Q: 3 clusters Score -697000.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -697051.875000 Penalty: 4291.948242
	Iteration 83Q: 3 clusters Score -697051.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -697107.125000 Penalty: 4291.948242
	Iteration 84Q: 3 clusters Score -697107.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -697162.437500 Penalty: 4291.948242
	Iteration 85Q: 3 clusters Score -697162.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -697220.937500 Penalty: 4291.948242
	Iteration 86Q: 3 clusters Score -697220.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -697273.312500 Penalty: 4291.948242
	Iteration 87Q: 3 clusters Score -697273.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -697316.937500 Penalty: 4291.948242
	Iteration 88Q: 3 clusters Score -697316.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -697365.375000 Penalty: 4291.948242
	Iteration 89Q: 3 clusters Score -697365.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -697402.750000 Penalty: 4291.948242
	Iteration 90Q: 3 clusters Score -697402.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -697430.875000 Penalty: 4291.948242
	Iteration 91Q: 3 clusters Score -697430.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -697453.812500 Penalty: 4291.948242
	Iteration 92Q: 3 clusters Score -697453.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -697469.062500 Penalty: 4291.948242
	Iteration 93Q: 3 clusters Score -697469.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -697488.062500 Penalty: 4291.948242
	Iteration 94Q: 3 clusters Score -697488.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -697503.250000 Penalty: 4291.948242
	Iteration 95Q: 3 clusters Score -697503.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -697517.312500 Penalty: 4291.948242
	Iteration 96Q: 3 clusters Score -697517.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -697530.375000 Penalty: 4291.948242
	Iteration 97Q: 3 clusters Score -697530.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -697539.250000 Penalty: 4291.948242
	Iteration 98Q: 3 clusters Score -697539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -697546.812500 Penalty: 4291.948242
	Iteration 99Q: 3 clusters Score -697546.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -697550.562500 Penalty: 4291.948242
	Iteration 100F: 3 clusters Score -697550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -697552.000000 Penalty: 4291.948242
	Iteration 101Q: 3 clusters Score -697552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -697552.000000 Penalty: 4291.948242
	Iteration 102F: 3 clusters Score -697552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (153086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153086 members 
Entering Unmasked Estep 
Score: -19849672.000000 Penalty: 2960.811279
	Iteration 0F: 2 clusters Score -1.984967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
Score: -19748692.000000 Penalty: 5921.622559
	Iteration 0F: 3 clusters Score -1.974869e+07 nChanged 73417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -19791242.000000 Penalty: 5921.622559
	Iteration 1F: 3 clusters Score -1.979124e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -19792366.000000 Penalty: 5921.622559
	Iteration 2Q: 3 clusters Score -1.979237e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -19793812.000000 Penalty: 5921.622559
	Iteration 3Q: 3 clusters Score -1.979381e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -19795648.000000 Penalty: 5921.622559
	Iteration 4Q: 3 clusters Score -1.979565e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90163 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -19798762.000000 Penalty: 5921.622559
	Iteration 5Q: 3 clusters Score -1.979876e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96351 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -19803444.000000 Penalty: 5921.622559
	Iteration 6F: 3 clusters Score -1.980344e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104127 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -19810174.000000 Penalty: 5921.622559
	Iteration 7F: 3 clusters Score -1.981017e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113021 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -19818940.000000 Penalty: 5921.622559
	Iteration 8F: 3 clusters Score -1.981894e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120943 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -19827090.000000 Penalty: 5921.622559
	Iteration 9F: 3 clusters Score -1.982709e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126725 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -19833056.000000 Penalty: 5921.622559
	Iteration 10Q: 3 clusters Score -1.983306e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130619 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -19836562.000000 Penalty: 5921.622559
	Iteration 11Q: 3 clusters Score -1.983656e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133309 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -19838484.000000 Penalty: 5921.622559
	Iteration 12Q: 3 clusters Score -1.983848e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135418 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -19839778.000000 Penalty: 5921.622559
	Iteration 13Q: 3 clusters Score -1.983978e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137288 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -19840892.000000 Penalty: 5921.622559
	Iteration 14Q: 3 clusters Score -1.984089e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138968 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -19841724.000000 Penalty: 5921.622559
	Iteration 15Q: 3 clusters Score -1.984172e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140431 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -19842508.000000 Penalty: 5921.622559
	Iteration 16Q: 3 clusters Score -1.984251e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -19843024.000000 Penalty: 5921.622559
	Iteration 17Q: 3 clusters Score -1.984302e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142768 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -19843598.000000 Penalty: 5921.622559
	Iteration 18Q: 3 clusters Score -1.98436e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143764 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -19844056.000000 Penalty: 5921.622559
	Iteration 19Q: 3 clusters Score -1.984406e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144641 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -19844420.000000 Penalty: 5921.622559
	Iteration 20F: 3 clusters Score -1.984442e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -19844754.000000 Penalty: 5921.622559
	Iteration 21Q: 3 clusters Score -1.984475e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146054 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -19845018.000000 Penalty: 5921.622559
	Iteration 22Q: 3 clusters Score -1.984502e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146602 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -19845206.000000 Penalty: 5921.622559
	Iteration 23Q: 3 clusters Score -1.984521e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147107 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -19845470.000000 Penalty: 5921.622559
	Iteration 24Q: 3 clusters Score -1.984547e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -19845672.000000 Penalty: 5921.622559
	Iteration 25Q: 3 clusters Score -1.984567e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147954 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -19845854.000000 Penalty: 5921.622559
	Iteration 26Q: 3 clusters Score -1.984585e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148283 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -19845976.000000 Penalty: 5921.622559
	Iteration 27Q: 3 clusters Score -1.984598e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148573 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -19846126.000000 Penalty: 5921.622559
	Iteration 28Q: 3 clusters Score -1.984613e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148848 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -19846230.000000 Penalty: 5921.622559
	Iteration 29Q: 3 clusters Score -1.984623e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149090 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -19846340.000000 Penalty: 5921.622559
	Iteration 30Q: 3 clusters Score -1.984634e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149287 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -19846400.000000 Penalty: 5921.622559
	Iteration 31Q: 3 clusters Score -1.98464e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149428 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -19846444.000000 Penalty: 5921.622559
	Iteration 32Q: 3 clusters Score -1.984644e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149564 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -19846510.000000 Penalty: 5921.622559
	Iteration 33Q: 3 clusters Score -1.984651e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149689 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -19846570.000000 Penalty: 5921.622559
	Iteration 34Q: 3 clusters Score -1.984657e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149812 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -19846648.000000 Penalty: 5921.622559
	Iteration 35Q: 3 clusters Score -1.984665e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149941 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -19846708.000000 Penalty: 5921.622559
	Iteration 36Q: 3 clusters Score -1.984671e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -19846732.000000 Penalty: 5921.622559
	Iteration 37Q: 3 clusters Score -1.984673e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150148 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -19846770.000000 Penalty: 5921.622559
	Iteration 38Q: 3 clusters Score -1.984677e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150233 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -19846798.000000 Penalty: 5921.622559
	Iteration 39Q: 3 clusters Score -1.98468e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150319 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -19846806.000000 Penalty: 5921.622559
	Iteration 40F: 3 clusters Score -1.984681e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150400 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -19846824.000000 Penalty: 5921.622559
	Iteration 41Q: 3 clusters Score -1.984682e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150463 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -19846828.000000 Penalty: 5921.622559
	Iteration 42Q: 3 clusters Score -1.984683e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150526 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -19846878.000000 Penalty: 5921.622559
	Iteration 43Q: 3 clusters Score -1.984688e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150585 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -19846874.000000 Penalty: 5921.622559
	Iteration 44Q: 3 clusters Score -1.984687e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150635 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -19846912.000000 Penalty: 5921.622559
	Iteration 45Q: 3 clusters Score -1.984691e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150699 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -19846952.000000 Penalty: 5921.622559
	Iteration 46Q: 3 clusters Score -1.984695e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150750 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -19847002.000000 Penalty: 5921.622559
	Iteration 47Q: 3 clusters Score -1.9847e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150808 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -19846978.000000 Penalty: 5921.622559
	Iteration 48Q: 3 clusters Score -1.984698e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150867 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -19846994.000000 Penalty: 5921.622559
	Iteration 49Q: 3 clusters Score -1.984699e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150917 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -19847010.000000 Penalty: 5921.622559
	Iteration 50Q: 3 clusters Score -1.984701e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150953 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -19846994.000000 Penalty: 5921.622559
	Iteration 51Q: 3 clusters Score -1.984699e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150985 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -19847040.000000 Penalty: 5921.622559
	Iteration 52Q: 3 clusters Score -1.984704e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -19847042.000000 Penalty: 5921.622559
	Iteration 53Q: 3 clusters Score -1.984704e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151038 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -19847046.000000 Penalty: 5921.622559
	Iteration 54Q: 3 clusters Score -1.984705e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151055 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -19847046.000000 Penalty: 5921.622559
	Iteration 55Q: 3 clusters Score -1.984705e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151073 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -19847058.000000 Penalty: 5921.622559
	Iteration 56Q: 3 clusters Score -1.984706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151084 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -19847068.000000 Penalty: 5921.622559
	Iteration 57Q: 3 clusters Score -1.984707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151098 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -19847068.000000 Penalty: 5921.622559
	Iteration 58Q: 3 clusters Score -1.984707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151108 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -19847080.000000 Penalty: 5921.622559
	Iteration 59Q: 3 clusters Score -1.984708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -19847100.000000 Penalty: 5921.622559
	Iteration 60F: 3 clusters Score -1.98471e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151129 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -19847074.000000 Penalty: 5921.622559
	Iteration 61Q: 3 clusters Score -1.984707e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151141 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -19847104.000000 Penalty: 5921.622559
	Iteration 62Q: 3 clusters Score -1.98471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151159 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -19847100.000000 Penalty: 5921.622559
	Iteration 63Q: 3 clusters Score -1.98471e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -19847114.000000 Penalty: 5921.622559
	Iteration 64Q: 3 clusters Score -1.984711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151187 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -19847120.000000 Penalty: 5921.622559
	Iteration 65Q: 3 clusters Score -1.984712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151199 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -19847112.000000 Penalty: 5921.622559
	Iteration 66Q: 3 clusters Score -1.984711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151210 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -19847114.000000 Penalty: 5921.622559
	Iteration 67Q: 3 clusters Score -1.984711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151224 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -19847124.000000 Penalty: 5921.622559
	Iteration 68Q: 3 clusters Score -1.984712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151232 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -19847102.000000 Penalty: 5921.622559
	Iteration 69Q: 3 clusters Score -1.98471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151240 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -19847112.000000 Penalty: 5921.622559
	Iteration 70Q: 3 clusters Score -1.984711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151249 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -19847118.000000 Penalty: 5921.622559
	Iteration 71Q: 3 clusters Score -1.984712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -19847124.000000 Penalty: 5921.622559
	Iteration 72Q: 3 clusters Score -1.984712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151266 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -19847118.000000 Penalty: 5921.622559
	Iteration 73Q: 3 clusters Score -1.984712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151276 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -19847116.000000 Penalty: 5921.622559
	Iteration 74Q: 3 clusters Score -1.984712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151285 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -19847132.000000 Penalty: 5921.622559
	Iteration 75Q: 3 clusters Score -1.984713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151291 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -19847134.000000 Penalty: 5921.622559
	Iteration 76Q: 3 clusters Score -1.984713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151295 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -19847130.000000 Penalty: 5921.622559
	Iteration 77Q: 3 clusters Score -1.984713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151299 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -19847146.000000 Penalty: 5921.622559
	Iteration 78Q: 3 clusters Score -1.984715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151306 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -19847138.000000 Penalty: 5921.622559
	Iteration 79Q: 3 clusters Score -1.984714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151305 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -19847134.000000 Penalty: 5921.622559
	Iteration 80F: 3 clusters Score -1.984713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151308 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -19847130.000000 Penalty: 5921.622559
	Iteration 81Q: 3 clusters Score -1.984713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151311 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -19847124.000000 Penalty: 5921.622559
	Iteration 82Q: 3 clusters Score -1.984712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -19847142.000000 Penalty: 5921.622559
	Iteration 83Q: 3 clusters Score -1.984714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151316 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -19847146.000000 Penalty: 5921.622559
	Iteration 84Q: 3 clusters Score -1.984715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151318 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -19847132.000000 Penalty: 5921.622559
	Iteration 85Q: 3 clusters Score -1.984713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151318 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -19847146.000000 Penalty: 5921.622559
	Iteration 86Q: 3 clusters Score -1.984715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151317 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -19847142.000000 Penalty: 5921.622559
	Iteration 87Q: 3 clusters Score -1.984714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151316 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -19847150.000000 Penalty: 5921.622559
	Iteration 88Q: 3 clusters Score -1.984715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151317 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -19847146.000000 Penalty: 5921.622559
	Iteration 89Q: 3 clusters Score -1.984715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151316 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -19847150.000000 Penalty: 5921.622559
	Iteration 90Q: 3 clusters Score -1.984715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151316 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -19847150.000000 Penalty: 5921.622559
	Iteration 91F: 3 clusters Score -1.984715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Entering Unmasked Estep 
Score: -529137.937500 Penalty: 2083.474854
	Iteration 0F: 2 clusters Score -529137.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -524972.625000 Penalty: 4166.949707
	Iteration 0F: 3 clusters Score -524972.6 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -525908.625000 Penalty: 4166.949707
	Iteration 1F: 3 clusters Score -525908.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -526119.375000 Penalty: 4166.949707
	Iteration 2F: 3 clusters Score -526119.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -526245.062500 Penalty: 4166.949707
	Iteration 3F: 3 clusters Score -526245.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -526317.312500 Penalty: 4166.949707
	Iteration 4Q: 3 clusters Score -526317.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -526376.875000 Penalty: 4166.949707
	Iteration 5Q: 3 clusters Score -526376.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -526427.187500 Penalty: 4166.949707
	Iteration 6Q: 3 clusters Score -526427.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -526463.437500 Penalty: 4166.949707
	Iteration 7Q: 3 clusters Score -526463.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -526487.500000 Penalty: 4166.949707
	Iteration 8Q: 3 clusters Score -526487.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -526506.625000 Penalty: 4166.949707
	Iteration 9Q: 3 clusters Score -526506.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -526519.312500 Penalty: 4166.949707
	Iteration 10Q: 3 clusters Score -526519.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -526526.250000 Penalty: 4166.949707
	Iteration 11Q: 3 clusters Score -526526.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -526532.687500 Penalty: 4166.949707
	Iteration 12Q: 3 clusters Score -526532.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -526539.125000 Penalty: 4166.949707
	Iteration 13Q: 3 clusters Score -526539.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -526546.250000 Penalty: 4166.949707
	Iteration 14Q: 3 clusters Score -526546.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -526550.437500 Penalty: 4166.949707
	Iteration 15Q: 3 clusters Score -526550.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -526553.937500 Penalty: 4166.949707
	Iteration 16Q: 3 clusters Score -526553.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -526557.062500 Penalty: 4166.949707
	Iteration 17Q: 3 clusters Score -526557.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -526559.937500 Penalty: 4166.949707
	Iteration 18Q: 3 clusters Score -526559.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -526562.812500 Penalty: 4166.949707
	Iteration 19Q: 3 clusters Score -526562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -526566.250000 Penalty: 4166.949707
	Iteration 20F: 3 clusters Score -526566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -526567.062500 Penalty: 4166.949707
	Iteration 21Q: 3 clusters Score -526567.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -526569.062500 Penalty: 4166.949707
	Iteration 22Q: 3 clusters Score -526569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -526569.062500 Penalty: 4166.949707
	Iteration 23F: 3 clusters Score -526569.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -66737.843750 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -66737.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65130.101562 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -65130.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65369.468750 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -65369.47 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -65582.882812 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -65582.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65849.179688 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -65849.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66019.929688 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -66019.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66095.500000 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -66095.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66173.164062 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -66173.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66196.781250 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -66196.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66215.406250 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -66215.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66225.796875 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -66225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66237.039062 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -66237.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66261.101562 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -66261.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66281.421875 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -66281.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66304.460938 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -66304.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66328.437500 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -66328.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66340.828125 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -66340.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66352.257812 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -66352.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66354.390625 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -66354.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66356.343750 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -66356.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66359.867188 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -66359.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66361.015625 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -66361.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66363.734375 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -66363.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66363.734375 Penalty: 3192.330566
	Iteration 22F: 3 clusters Score -66363.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 16026 members 
Mstep: Class 4 contains 284108 members 
Mstep: Class 5 contains 7789 members 
Mstep: Class 6 contains 44008 members 
Mstep: Class 7 contains 43129 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 13644 members 
Mstep: Class 13 contains 52986 members 
Mstep: Class 14 contains 104425 members 
Mstep: Class 15 contains 39626 members 
Mstep: Class 16 contains 106442 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9084 members 
Mstep: Class 19 contains 53827 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45662 members 
Mstep: Class 22 contains 14874 members 
Mstep: Class 23 contains 73833 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9448 members 
Mstep: Class 26 contains 78036 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 153086 members 
Mstep: Class 30 contains 4452 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743120.000000 Penalty: 108024.484375
Iteration 159Q: 32 clusters Score -1.577431e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 16034 members 
Mstep: Class 4 contains 284109 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 44007 members 
Mstep: Class 7 contains 43132 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 30379 members 
Mstep: Class 12 contains 13611 members 
Mstep: Class 13 contains 52990 members 
Mstep: Class 14 contains 104423 members 
Mstep: Class 15 contains 39634 members 
Mstep: Class 16 contains 106449 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9088 members 
Mstep: Class 19 contains 53827 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45661 members 
Mstep: Class 22 contains 14880 members 
Mstep: Class 23 contains 73829 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78031 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 153086 members 
Mstep: Class 30 contains 4452 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743168.000000 Penalty: 108024.484375
Iteration 160F: 32 clusters Score -1.577432e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16040 members 
Mstep: Class 4 contains 284112 members 
Mstep: Class 5 contains 7795 members 
Mstep: Class 6 contains 44002 members 
Mstep: Class 7 contains 43138 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16143 members 
Mstep: Class 11 contains 30380 members 
Mstep: Class 12 contains 13584 members 
Mstep: Class 13 contains 52990 members 
Mstep: Class 14 contains 104423 members 
Mstep: Class 15 contains 39641 members 
Mstep: Class 16 contains 106455 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9088 members 
Mstep: Class 19 contains 53828 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45664 members 
Mstep: Class 22 contains 14892 members 
Mstep: Class 23 contains 73824 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78029 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 153079 members 
Mstep: Class 30 contains 4453 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743088.000000 Penalty: 108024.484375
Iteration 161Q: 32 clusters Score -1.577431e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 16044 members 
Mstep: Class 4 contains 284112 members 
Mstep: Class 5 contains 7796 members 
Mstep: Class 6 contains 44001 members 
Mstep: Class 7 contains 43140 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16142 members 
Mstep: Class 11 contains 30380 members 
Mstep: Class 12 contains 13570 members 
Mstep: Class 13 contains 52991 members 
Mstep: Class 14 contains 104424 members 
Mstep: Class 15 contains 39644 members 
Mstep: Class 16 contains 106468 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9087 members 
Mstep: Class 19 contains 53827 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45667 members 
Mstep: Class 22 contains 14884 members 
Mstep: Class 23 contains 73826 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78027 members 
Mstep: Class 27 contains 785 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 153076 members 
Mstep: Class 30 contains 4454 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743056.000000 Penalty: 108024.484375
Iteration 162Q: 32 clusters Score -1.577431e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 16045 members 
Mstep: Class 4 contains 284109 members 
Mstep: Class 5 contains 7800 members 
Mstep: Class 6 contains 44000 members 
Mstep: Class 7 contains 43141 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16142 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 13552 members 
Mstep: Class 13 contains 52994 members 
Mstep: Class 14 contains 104425 members 
Mstep: Class 15 contains 39649 members 
Mstep: Class 16 contains 106472 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9087 members 
Mstep: Class 19 contains 53828 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45669 members 
Mstep: Class 22 contains 14877 members 
Mstep: Class 23 contains 73830 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78031 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 153073 members 
Mstep: Class 30 contains 4453 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743056.000000 Penalty: 108024.484375
Iteration 163Q: 32 clusters Score -1.577431e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 16051 members 
Mstep: Class 4 contains 284111 members 
Mstep: Class 5 contains 7802 members 
Mstep: Class 6 contains 43998 members 
Mstep: Class 7 contains 43141 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16143 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 13536 members 
Mstep: Class 13 contains 52996 members 
Mstep: Class 14 contains 104425 members 
Mstep: Class 15 contains 39654 members 
Mstep: Class 16 contains 106477 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9088 members 
Mstep: Class 19 contains 53829 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45670 members 
Mstep: Class 22 contains 14880 members 
Mstep: Class 23 contains 73829 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78026 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5730 members 
Mstep: Class 29 contains 153070 members 
Mstep: Class 30 contains 4451 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743040.000000 Penalty: 108024.484375
Iteration 164Q: 32 clusters Score -1.57743e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16057 members 
Mstep: Class 4 contains 284109 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 43993 members 
Mstep: Class 7 contains 43142 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16143 members 
Mstep: Class 11 contains 30379 members 
Mstep: Class 12 contains 13514 members 
Mstep: Class 13 contains 52997 members 
Mstep: Class 14 contains 104423 members 
Mstep: Class 15 contains 39659 members 
Mstep: Class 16 contains 106484 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9090 members 
Mstep: Class 19 contains 53831 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45674 members 
Mstep: Class 22 contains 14884 members 
Mstep: Class 23 contains 73826 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78024 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153071 members 
Mstep: Class 30 contains 4454 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743136.000000 Penalty: 108024.484375
Iteration 165Q: 32 clusters Score -1.577431e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16063 members 
Mstep: Class 4 contains 284112 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 43988 members 
Mstep: Class 7 contains 43145 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 30377 members 
Mstep: Class 12 contains 13493 members 
Mstep: Class 13 contains 52999 members 
Mstep: Class 14 contains 104423 members 
Mstep: Class 15 contains 39659 members 
Mstep: Class 16 contains 106492 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9090 members 
Mstep: Class 19 contains 53830 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45674 members 
Mstep: Class 22 contains 14892 members 
Mstep: Class 23 contains 73821 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78023 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153070 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743024.000000 Penalty: 108024.484375
Iteration 166Q: 32 clusters Score -1.57743e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16064 members 
Mstep: Class 4 contains 284114 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 43986 members 
Mstep: Class 7 contains 43142 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 30377 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 52998 members 
Mstep: Class 14 contains 104423 members 
Mstep: Class 15 contains 39658 members 
Mstep: Class 16 contains 106505 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9091 members 
Mstep: Class 19 contains 53832 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45678 members 
Mstep: Class 22 contains 14901 members 
Mstep: Class 23 contains 73815 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78018 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153068 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743120.000000 Penalty: 108024.484375
Iteration 167Q: 32 clusters Score -1.577431e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16067 members 
Mstep: Class 4 contains 284114 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 43984 members 
Mstep: Class 7 contains 43141 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 30377 members 
Mstep: Class 12 contains 13467 members 
Mstep: Class 13 contains 52996 members 
Mstep: Class 14 contains 104423 members 
Mstep: Class 15 contains 39658 members 
Mstep: Class 16 contains 106512 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9090 members 
Mstep: Class 19 contains 53835 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45676 members 
Mstep: Class 22 contains 14909 members 
Mstep: Class 23 contains 73814 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 9448 members 
Mstep: Class 26 contains 78016 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153069 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743088.000000 Penalty: 108024.484375
Iteration 168Q: 32 clusters Score -1.577431e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16072 members 
Mstep: Class 4 contains 284111 members 
Mstep: Class 5 contains 7810 members 
Mstep: Class 6 contains 43981 members 
Mstep: Class 7 contains 43141 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 30375 members 
Mstep: Class 12 contains 13446 members 
Mstep: Class 13 contains 52995 members 
Mstep: Class 14 contains 104424 members 
Mstep: Class 15 contains 39660 members 
Mstep: Class 16 contains 106519 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9090 members 
Mstep: Class 19 contains 53838 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45675 members 
Mstep: Class 22 contains 14924 members 
Mstep: Class 23 contains 73812 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 9446 members 
Mstep: Class 26 contains 78013 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153070 members 
Mstep: Class 30 contains 4457 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743104.000000 Penalty: 108024.484375
Iteration 169Q: 32 clusters Score -1.577431e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16080 members 
Mstep: Class 4 contains 284109 members 
Mstep: Class 5 contains 7812 members 
Mstep: Class 6 contains 43979 members 
Mstep: Class 7 contains 43139 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 30375 members 
Mstep: Class 12 contains 13416 members 
Mstep: Class 13 contains 52993 members 
Mstep: Class 14 contains 104424 members 
Mstep: Class 15 contains 39659 members 
Mstep: Class 16 contains 106527 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9093 members 
Mstep: Class 19 contains 53839 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45679 members 
Mstep: Class 22 contains 14943 members 
Mstep: Class 23 contains 73810 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 9446 members 
Mstep: Class 26 contains 78008 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153070 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743152.000000 Penalty: 108024.484375
Iteration 170Q: 32 clusters Score -1.577432e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 16089 members 
Mstep: Class 4 contains 284108 members 
Mstep: Class 5 contains 7816 members 
Mstep: Class 6 contains 43973 members 
Mstep: Class 7 contains 43137 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16145 members 
Mstep: Class 11 contains 30374 members 
Mstep: Class 12 contains 13385 members 
Mstep: Class 13 contains 52999 members 
Mstep: Class 14 contains 104420 members 
Mstep: Class 15 contains 39658 members 
Mstep: Class 16 contains 106536 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9094 members 
Mstep: Class 19 contains 53839 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45686 members 
Mstep: Class 22 contains 14970 members 
Mstep: Class 23 contains 73798 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 78005 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153065 members 
Mstep: Class 30 contains 4457 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743136.000000 Penalty: 108024.484375
Iteration 171Q: 32 clusters Score -1.577431e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 16092 members 
Mstep: Class 4 contains 284105 members 
Mstep: Class 5 contains 7817 members 
Mstep: Class 6 contains 43968 members 
Mstep: Class 7 contains 43139 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 30373 members 
Mstep: Class 12 contains 13360 members 
Mstep: Class 13 contains 52998 members 
Mstep: Class 14 contains 104419 members 
Mstep: Class 15 contains 39658 members 
Mstep: Class 16 contains 106543 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9096 members 
Mstep: Class 19 contains 53839 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45692 members 
Mstep: Class 22 contains 14983 members 
Mstep: Class 23 contains 73796 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9450 members 
Mstep: Class 26 contains 78002 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153064 members 
Mstep: Class 30 contains 4457 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743264.000000 Penalty: 108024.484375
Iteration 172Q: 32 clusters Score -1.577433e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 16096 members 
Mstep: Class 4 contains 284108 members 
Mstep: Class 5 contains 7818 members 
Mstep: Class 6 contains 43965 members 
Mstep: Class 7 contains 43143 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16150 members 
Mstep: Class 11 contains 30372 members 
Mstep: Class 12 contains 13332 members 
Mstep: Class 13 contains 52998 members 
Mstep: Class 14 contains 104420 members 
Mstep: Class 15 contains 39664 members 
Mstep: Class 16 contains 106547 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9100 members 
Mstep: Class 19 contains 53840 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45692 members 
Mstep: Class 22 contains 14992 members 
Mstep: Class 23 contains 73795 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9450 members 
Mstep: Class 26 contains 77998 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153059 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743296.000000 Penalty: 108024.484375
Iteration 173Q: 32 clusters Score -1.577433e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16101 members 
Mstep: Class 4 contains 284104 members 
Mstep: Class 5 contains 7818 members 
Mstep: Class 6 contains 43965 members 
Mstep: Class 7 contains 43144 members 
Mstep: Class 8 contains 9720 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16150 members 
Mstep: Class 11 contains 30373 members 
Mstep: Class 12 contains 13297 members 
Mstep: Class 13 contains 52996 members 
Mstep: Class 14 contains 104419 members 
Mstep: Class 15 contains 39668 members 
Mstep: Class 16 contains 106549 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9104 members 
Mstep: Class 19 contains 53840 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45693 members 
Mstep: Class 22 contains 15004 members 
Mstep: Class 23 contains 73798 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9452 members 
Mstep: Class 26 contains 78000 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5730 members 
Mstep: Class 29 contains 153059 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743296.000000 Penalty: 108024.484375
Iteration 174Q: 32 clusters Score -1.577433e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 16111 members 
Mstep: Class 4 contains 284106 members 
Mstep: Class 5 contains 7819 members 
Mstep: Class 6 contains 43961 members 
Mstep: Class 7 contains 43144 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16150 members 
Mstep: Class 11 contains 30373 members 
Mstep: Class 12 contains 13259 members 
Mstep: Class 13 contains 52997 members 
Mstep: Class 14 contains 104418 members 
Mstep: Class 15 contains 39672 members 
Mstep: Class 16 contains 106554 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 53844 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45696 members 
Mstep: Class 22 contains 15011 members 
Mstep: Class 23 contains 73797 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 78004 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153058 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743344.000000 Penalty: 108024.484375
Iteration 175Q: 32 clusters Score -1.577433e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16123 members 
Mstep: Class 4 contains 284105 members 
Mstep: Class 5 contains 7822 members 
Mstep: Class 6 contains 43960 members 
Mstep: Class 7 contains 43147 members 
Mstep: Class 8 contains 9717 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16150 members 
Mstep: Class 11 contains 30374 members 
Mstep: Class 12 contains 13232 members 
Mstep: Class 13 contains 52997 members 
Mstep: Class 14 contains 104419 members 
Mstep: Class 15 contains 39675 members 
Mstep: Class 16 contains 106553 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 53845 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45700 members 
Mstep: Class 22 contains 15018 members 
Mstep: Class 23 contains 73793 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9452 members 
Mstep: Class 26 contains 78005 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153056 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743392.000000 Penalty: 108024.484375
Iteration 176Q: 32 clusters Score -1.577434e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16134 members 
Mstep: Class 4 contains 284103 members 
Mstep: Class 5 contains 7826 members 
Mstep: Class 6 contains 43960 members 
Mstep: Class 7 contains 43148 members 
Mstep: Class 8 contains 9715 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16151 members 
Mstep: Class 11 contains 30375 members 
Mstep: Class 12 contains 13198 members 
Mstep: Class 13 contains 53000 members 
Mstep: Class 14 contains 104418 members 
Mstep: Class 15 contains 39682 members 
Mstep: Class 16 contains 106555 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 53848 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45703 members 
Mstep: Class 22 contains 15024 members 
Mstep: Class 23 contains 73789 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 78006 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153052 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743456.000000 Penalty: 108024.484375
Iteration 177Q: 32 clusters Score -1.577435e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 16141 members 
Mstep: Class 4 contains 284103 members 
Mstep: Class 5 contains 7830 members 
Mstep: Class 6 contains 43960 members 
Mstep: Class 7 contains 43150 members 
Mstep: Class 8 contains 9715 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 16152 members 
Mstep: Class 11 contains 30375 members 
Mstep: Class 12 contains 13163 members 
Mstep: Class 13 contains 53005 members 
Mstep: Class 14 contains 104416 members 
Mstep: Class 15 contains 39687 members 
Mstep: Class 16 contains 106560 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9113 members 
Mstep: Class 19 contains 53850 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 45706 members 
Mstep: Class 22 contains 15030 members 
Mstep: Class 23 contains 73781 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 78006 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153052 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743424.000000 Penalty: 108024.484375
Iteration 178Q: 32 clusters Score -1.577434e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16146 members 
Mstep: Class 4 contains 284099 members 
Mstep: Class 5 contains 7836 members 
Mstep: Class 6 contains 43959 members 
Mstep: Class 7 contains 43152 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16153 members 
Mstep: Class 11 contains 30376 members 
Mstep: Class 12 contains 13148 members 
Mstep: Class 13 contains 53018 members 
Mstep: Class 14 contains 104413 members 
Mstep: Class 15 contains 39684 members 
Mstep: Class 16 contains 106559 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 53850 members 
Mstep: Class 20 contains 12010 members 
Mstep: Class 21 contains 45705 members 
Mstep: Class 22 contains 15027 members 
Mstep: Class 23 contains 73775 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 78005 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153047 members 
Mstep: Class 30 contains 4457 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743440.000000 Penalty: 108024.484375
Iteration 179Q: 32 clusters Score -1.577434e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16146 members 
Mstep: Class 4 contains 284101 members 
Mstep: Class 5 contains 7836 members 
Mstep: Class 6 contains 43959 members 
Mstep: Class 7 contains 43157 members 
Mstep: Class 8 contains 9708 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 16155 members 
Mstep: Class 11 contains 30376 members 
Mstep: Class 12 contains 13135 members 
Mstep: Class 13 contains 53021 members 
Mstep: Class 14 contains 104414 members 
Mstep: Class 15 contains 39682 members 
Mstep: Class 16 contains 106563 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9116 members 
Mstep: Class 19 contains 53850 members 
Mstep: Class 20 contains 12010 members 
Mstep: Class 21 contains 45706 members 
Mstep: Class 22 contains 15029 members 
Mstep: Class 23 contains 73769 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9461 members 
Mstep: Class 26 contains 78005 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153046 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743456.000000 Penalty: 108024.484375
Iteration 180F: 32 clusters Score -1.577435e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16155 members 
Mstep: Class 4 contains 284099 members 
Mstep: Class 5 contains 7838 members 
Mstep: Class 6 contains 43959 members 
Mstep: Class 7 contains 43158 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 16155 members 
Mstep: Class 11 contains 30376 members 
Mstep: Class 12 contains 13121 members 
Mstep: Class 13 contains 53022 members 
Mstep: Class 14 contains 104412 members 
Mstep: Class 15 contains 39682 members 
Mstep: Class 16 contains 106565 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9115 members 
Mstep: Class 19 contains 53851 members 
Mstep: Class 20 contains 12010 members 
Mstep: Class 21 contains 45706 members 
Mstep: Class 22 contains 15030 members 
Mstep: Class 23 contains 73765 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9461 members 
Mstep: Class 26 contains 78008 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153046 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 181Q: 32 clusters Score -1.577434e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16163 members 
Mstep: Class 4 contains 284101 members 
Mstep: Class 5 contains 7840 members 
Mstep: Class 6 contains 43959 members 
Mstep: Class 7 contains 43167 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 16155 members 
Mstep: Class 11 contains 30375 members 
Mstep: Class 12 contains 13103 members 
Mstep: Class 13 contains 53024 members 
Mstep: Class 14 contains 104411 members 
Mstep: Class 15 contains 39674 members 
Mstep: Class 16 contains 106566 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9116 members 
Mstep: Class 19 contains 53853 members 
Mstep: Class 20 contains 12010 members 
Mstep: Class 21 contains 45703 members 
Mstep: Class 22 contains 15037 members 
Mstep: Class 23 contains 73761 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9461 members 
Mstep: Class 26 contains 78009 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153043 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743344.000000 Penalty: 108024.484375
Iteration 182Q: 32 clusters Score -1.577433e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16167 members 
Mstep: Class 4 contains 284089 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 43956 members 
Mstep: Class 7 contains 43180 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 30375 members 
Mstep: Class 12 contains 13092 members 
Mstep: Class 13 contains 53026 members 
Mstep: Class 14 contains 104410 members 
Mstep: Class 15 contains 39670 members 
Mstep: Class 16 contains 106560 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9119 members 
Mstep: Class 19 contains 53858 members 
Mstep: Class 20 contains 12010 members 
Mstep: Class 21 contains 45703 members 
Mstep: Class 22 contains 15042 members 
Mstep: Class 23 contains 73754 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 78014 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153043 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743376.000000 Penalty: 108024.484375
Iteration 183Q: 32 clusters Score -1.577434e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 19313 members 
Mstep: Class 3 contains 16173 members 
Mstep: Class 4 contains 284090 members 
Mstep: Class 5 contains 7848 members 
Mstep: Class 6 contains 43953 members 
Mstep: Class 7 contains 43183 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 30375 members 
Mstep: Class 12 contains 13077 members 
Mstep: Class 13 contains 53024 members 
Mstep: Class 14 contains 104408 members 
Mstep: Class 15 contains 39669 members 
Mstep: Class 16 contains 106560 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9121 members 
Mstep: Class 19 contains 53859 members 
Mstep: Class 20 contains 12010 members 
Mstep: Class 21 contains 45703 members 
Mstep: Class 22 contains 15045 members 
Mstep: Class 23 contains 73756 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 78014 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153042 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743376.000000 Penalty: 108024.484375
Iteration 184Q: 32 clusters Score -1.577434e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16179 members 
Mstep: Class 4 contains 284090 members 
Mstep: Class 5 contains 7851 members 
Mstep: Class 6 contains 43949 members 
Mstep: Class 7 contains 43190 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30375 members 
Mstep: Class 12 contains 13058 members 
Mstep: Class 13 contains 53025 members 
Mstep: Class 14 contains 104408 members 
Mstep: Class 15 contains 39666 members 
Mstep: Class 16 contains 106561 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9123 members 
Mstep: Class 19 contains 53861 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 45704 members 
Mstep: Class 22 contains 15045 members 
Mstep: Class 23 contains 73759 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 78014 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153041 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743344.000000 Penalty: 108024.484375
Iteration 185Q: 32 clusters Score -1.577433e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 16189 members 
Mstep: Class 4 contains 284088 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 43945 members 
Mstep: Class 7 contains 43194 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30375 members 
Mstep: Class 12 contains 13034 members 
Mstep: Class 13 contains 53026 members 
Mstep: Class 14 contains 104409 members 
Mstep: Class 15 contains 39663 members 
Mstep: Class 16 contains 106561 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9131 members 
Mstep: Class 19 contains 53861 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 45705 members 
Mstep: Class 22 contains 15057 members 
Mstep: Class 23 contains 73758 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 78011 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153043 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743376.000000 Penalty: 108024.484375
Iteration 186Q: 32 clusters Score -1.577434e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 19306 members 
Mstep: Class 3 contains 16191 members 
Mstep: Class 4 contains 284093 members 
Mstep: Class 5 contains 7857 members 
Mstep: Class 6 contains 43939 members 
Mstep: Class 7 contains 43201 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30375 members 
Mstep: Class 12 contains 13018 members 
Mstep: Class 13 contains 53026 members 
Mstep: Class 14 contains 104407 members 
Mstep: Class 15 contains 39663 members 
Mstep: Class 16 contains 106560 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9135 members 
Mstep: Class 19 contains 53861 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 45704 members 
Mstep: Class 22 contains 15070 members 
Mstep: Class 23 contains 73754 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 78007 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 153043 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743296.000000 Penalty: 108024.484375
Iteration 187Q: 32 clusters Score -1.577433e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16195 members 
Mstep: Class 4 contains 284095 members 
Mstep: Class 5 contains 7858 members 
Mstep: Class 6 contains 43933 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 9713 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30372 members 
Mstep: Class 12 contains 13006 members 
Mstep: Class 13 contains 53028 members 
Mstep: Class 14 contains 104407 members 
Mstep: Class 15 contains 39667 members 
Mstep: Class 16 contains 106559 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 53862 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 45706 members 
Mstep: Class 22 contains 15078 members 
Mstep: Class 23 contains 73750 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 78001 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 153036 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743376.000000 Penalty: 108024.484375
Iteration 188Q: 32 clusters Score -1.577434e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 19312 members 
Mstep: Class 3 contains 16200 members 
Mstep: Class 4 contains 284106 members 
Mstep: Class 5 contains 7860 members 
Mstep: Class 6 contains 43927 members 
Mstep: Class 7 contains 43211 members 
Mstep: Class 8 contains 9711 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30371 members 
Mstep: Class 12 contains 12996 members 
Mstep: Class 13 contains 53030 members 
Mstep: Class 14 contains 104408 members 
Mstep: Class 15 contains 39662 members 
Mstep: Class 16 contains 106556 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9145 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 45704 members 
Mstep: Class 22 contains 15082 members 
Mstep: Class 23 contains 73748 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 77999 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153030 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743424.000000 Penalty: 108024.484375
Iteration 189Q: 32 clusters Score -1.577434e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 16204 members 
Mstep: Class 4 contains 284108 members 
Mstep: Class 5 contains 7862 members 
Mstep: Class 6 contains 43924 members 
Mstep: Class 7 contains 43209 members 
Mstep: Class 8 contains 9711 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30370 members 
Mstep: Class 12 contains 12982 members 
Mstep: Class 13 contains 53028 members 
Mstep: Class 14 contains 104407 members 
Mstep: Class 15 contains 39658 members 
Mstep: Class 16 contains 106560 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 9145 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 45702 members 
Mstep: Class 22 contains 15097 members 
Mstep: Class 23 contains 73746 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 77999 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153032 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743360.000000 Penalty: 108024.484375
Iteration 190Q: 32 clusters Score -1.577434e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 16204 members 
Mstep: Class 4 contains 284120 members 
Mstep: Class 5 contains 7863 members 
Mstep: Class 6 contains 43920 members 
Mstep: Class 7 contains 43208 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30369 members 
Mstep: Class 12 contains 12969 members 
Mstep: Class 13 contains 53029 members 
Mstep: Class 14 contains 104405 members 
Mstep: Class 15 contains 39657 members 
Mstep: Class 16 contains 106564 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9148 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 45702 members 
Mstep: Class 22 contains 15110 members 
Mstep: Class 23 contains 73745 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 77994 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153027 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743424.000000 Penalty: 108024.484375
Iteration 191Q: 32 clusters Score -1.577434e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19307 members 
Mstep: Class 3 contains 16204 members 
Mstep: Class 4 contains 284128 members 
Mstep: Class 5 contains 7863 members 
Mstep: Class 6 contains 43914 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30368 members 
Mstep: Class 12 contains 12955 members 
Mstep: Class 13 contains 53030 members 
Mstep: Class 14 contains 104405 members 
Mstep: Class 15 contains 39654 members 
Mstep: Class 16 contains 106566 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9151 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 45705 members 
Mstep: Class 22 contains 15120 members 
Mstep: Class 23 contains 73747 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 77993 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153023 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743328.000000 Penalty: 108024.484375
Iteration 192Q: 32 clusters Score -1.577433e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19306 members 
Mstep: Class 3 contains 16208 members 
Mstep: Class 4 contains 284129 members 
Mstep: Class 5 contains 7863 members 
Mstep: Class 6 contains 43909 members 
Mstep: Class 7 contains 43205 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30365 members 
Mstep: Class 12 contains 12946 members 
Mstep: Class 13 contains 53029 members 
Mstep: Class 14 contains 104405 members 
Mstep: Class 15 contains 39652 members 
Mstep: Class 16 contains 106569 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9154 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 45709 members 
Mstep: Class 22 contains 15127 members 
Mstep: Class 23 contains 73748 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9466 members 
Mstep: Class 26 contains 77993 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153023 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743392.000000 Penalty: 108024.484375
Iteration 193Q: 32 clusters Score -1.577434e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19306 members 
Mstep: Class 3 contains 16211 members 
Mstep: Class 4 contains 284128 members 
Mstep: Class 5 contains 7865 members 
Mstep: Class 6 contains 43905 members 
Mstep: Class 7 contains 43206 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12937 members 
Mstep: Class 13 contains 53029 members 
Mstep: Class 14 contains 104404 members 
Mstep: Class 15 contains 39653 members 
Mstep: Class 16 contains 106571 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9155 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 45712 members 
Mstep: Class 22 contains 15135 members 
Mstep: Class 23 contains 73743 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 9467 members 
Mstep: Class 26 contains 77993 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153022 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743424.000000 Penalty: 108024.484375
Iteration 194Q: 32 clusters Score -1.577434e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19306 members 
Mstep: Class 3 contains 16210 members 
Mstep: Class 4 contains 284127 members 
Mstep: Class 5 contains 7865 members 
Mstep: Class 6 contains 43904 members 
Mstep: Class 7 contains 43208 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12933 members 
Mstep: Class 13 contains 53028 members 
Mstep: Class 14 contains 104404 members 
Mstep: Class 15 contains 39654 members 
Mstep: Class 16 contains 106573 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9155 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12012 members 
Mstep: Class 21 contains 45714 members 
Mstep: Class 22 contains 15138 members 
Mstep: Class 23 contains 73744 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9468 members 
Mstep: Class 26 contains 77991 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153019 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 195Q: 32 clusters Score -1.577434e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19307 members 
Mstep: Class 3 contains 16214 members 
Mstep: Class 4 contains 284127 members 
Mstep: Class 5 contains 7866 members 
Mstep: Class 6 contains 43901 members 
Mstep: Class 7 contains 43214 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12926 members 
Mstep: Class 13 contains 53026 members 
Mstep: Class 14 contains 104403 members 
Mstep: Class 15 contains 39654 members 
Mstep: Class 16 contains 106573 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9156 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 45713 members 
Mstep: Class 22 contains 15142 members 
Mstep: Class 23 contains 73744 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9468 members 
Mstep: Class 26 contains 77990 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153013 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 196Q: 32 clusters Score -1.577434e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 16217 members 
Mstep: Class 4 contains 284130 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43899 members 
Mstep: Class 7 contains 43215 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12918 members 
Mstep: Class 13 contains 53028 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39653 members 
Mstep: Class 16 contains 106574 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9156 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12018 members 
Mstep: Class 21 contains 45710 members 
Mstep: Class 22 contains 15148 members 
Mstep: Class 23 contains 73740 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 77988 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153010 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743504.000000 Penalty: 108024.484375
Iteration 197Q: 32 clusters Score -1.577435e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 16219 members 
Mstep: Class 4 contains 284133 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 43895 members 
Mstep: Class 7 contains 43213 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12916 members 
Mstep: Class 13 contains 53030 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39653 members 
Mstep: Class 16 contains 106575 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9155 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12022 members 
Mstep: Class 21 contains 45710 members 
Mstep: Class 22 contains 15154 members 
Mstep: Class 23 contains 73736 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 77989 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153006 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743440.000000 Penalty: 108024.484375
Iteration 198Q: 32 clusters Score -1.577434e+08 nChanged 52
Entering ConstructFrom: 
Score: -157743440.000000 Penalty: 108024.484375
Entering ConstructFrom: 
Trying to split cluster 1 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -508237.250000 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -508237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -504067.625000 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -504067.6 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -505239.906250 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -505239.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -505695.843750 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -505695.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -505983.031250 Penalty: 4182.846680
	Iteration 3F: 3 clusters Score -505983 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -506221.406250 Penalty: 4182.846680
	Iteration 4F: 3 clusters Score -506221.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -506395.156250 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -506395.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -506544.781250 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -506544.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -506666.875000 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -506666.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -506757.937500 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -506757.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -506822.187500 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -506822.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -506869.343750 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -506869.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -506906.375000 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -506906.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -506935.781250 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -506935.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -506967.375000 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -506967.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -506990.093750 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -506990.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -507013.843750 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -507013.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -507031.656250 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -507031.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -507045.375000 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -507045.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -507053.250000 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -507053.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -507069.125000 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -507069.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -507078.718750 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -507078.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -507084.031250 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -507084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -507088.031250 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -507088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -507094.250000 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -507094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -507099.843750 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -507099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -507102.937500 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -507102.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -507105.750000 Penalty: 4182.846680
	Iteration 26Q: 3 clusters Score -507105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -507106.562500 Penalty: 4182.846680
	Iteration 27Q: 3 clusters Score -507106.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -507108.281250 Penalty: 4182.846680
	Iteration 28Q: 3 clusters Score -507108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -507108.375000 Penalty: 4182.846680
	Iteration 29Q: 3 clusters Score -507108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -507108.281250 Penalty: 4182.846680
	Iteration 30Q: 3 clusters Score -507108.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -507109.812500 Penalty: 4182.846680
	Iteration 31Q: 3 clusters Score -507109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -507113.968750 Penalty: 4182.846680
	Iteration 32Q: 3 clusters Score -507114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -507113.562500 Penalty: 4182.846680
	Iteration 33Q: 3 clusters Score -507113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -507113.562500 Penalty: 4182.846680
	Iteration 34F: 3 clusters Score -507113.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Entering Unmasked Estep 
Score: -2470236.500000 Penalty: 2447.332031
	Iteration 0F: 2 clusters Score -2470236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2456545.000000 Penalty: 4894.664062
	Iteration 0F: 3 clusters Score -2456545 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2461143.000000 Penalty: 4894.664062
	Iteration 1F: 3 clusters Score -2461143 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2461622.000000 Penalty: 4894.664062
	Iteration 2F: 3 clusters Score -2461622 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2462173.250000 Penalty: 4894.664062
	Iteration 3F: 3 clusters Score -2462173 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2462967.000000 Penalty: 4894.664062
	Iteration 4F: 3 clusters Score -2462967 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2464032.500000 Penalty: 4894.664062
	Iteration 5F: 3 clusters Score -2464032 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2465283.500000 Penalty: 4894.664062
	Iteration 6F: 3 clusters Score -2465284 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2466433.500000 Penalty: 4894.664062
	Iteration 7F: 3 clusters Score -2466434 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2467350.500000 Penalty: 4894.664062
	Iteration 8F: 3 clusters Score -2467350 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2467920.250000 Penalty: 4894.664062
	Iteration 9Q: 3 clusters Score -2467920 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2468263.000000 Penalty: 4894.664062
	Iteration 10Q: 3 clusters Score -2468263 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2468463.500000 Penalty: 4894.664062
	Iteration 11Q: 3 clusters Score -2468464 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2468560.500000 Penalty: 4894.664062
	Iteration 12Q: 3 clusters Score -2468560 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2468622.750000 Penalty: 4894.664062
	Iteration 13Q: 3 clusters Score -2468623 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2468675.000000 Penalty: 4894.664062
	Iteration 14Q: 3 clusters Score -2468675 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2468706.000000 Penalty: 4894.664062
	Iteration 15Q: 3 clusters Score -2468706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2468732.750000 Penalty: 4894.664062
	Iteration 16Q: 3 clusters Score -2468733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2468749.250000 Penalty: 4894.664062
	Iteration 17Q: 3 clusters Score -2468749 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2468763.000000 Penalty: 4894.664062
	Iteration 18Q: 3 clusters Score -2468763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2468770.750000 Penalty: 4894.664062
	Iteration 19Q: 3 clusters Score -2468771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2468767.500000 Penalty: 4894.664062
	Iteration 20F: 3 clusters Score -2468768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2468777.500000 Penalty: 4894.664062
	Iteration 21Q: 3 clusters Score -2468778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2468781.250000 Penalty: 4894.664062
	Iteration 22Q: 3 clusters Score -2468781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2468778.250000 Penalty: 4894.664062
	Iteration 23Q: 3 clusters Score -2468778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2468781.000000 Penalty: 4894.664062
	Iteration 24Q: 3 clusters Score -2468781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2468783.000000 Penalty: 4894.664062
	Iteration 25Q: 3 clusters Score -2468783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2468785.500000 Penalty: 4894.664062
	Iteration 26Q: 3 clusters Score -2468786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2468788.750000 Penalty: 4894.664062
	Iteration 27Q: 3 clusters Score -2468789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2468791.000000 Penalty: 4894.664062
	Iteration 28Q: 3 clusters Score -2468791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2468791.500000 Penalty: 4894.664062
	Iteration 29Q: 3 clusters Score -2468792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2468787.500000 Penalty: 4894.664062
	Iteration 30Q: 3 clusters Score -2468788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2468788.750000 Penalty: 4894.664062
	Iteration 31Q: 3 clusters Score -2468789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2468790.250000 Penalty: 4894.664062
	Iteration 32Q: 3 clusters Score -2468790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2468790.250000 Penalty: 4894.664062
	Iteration 33Q: 3 clusters Score -2468790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2468790.250000 Penalty: 4894.664062
	Iteration 34F: 3 clusters Score -2468790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Entering Unmasked Estep 
Score: -1846620.375000 Penalty: 2404.142578
	Iteration 0F: 2 clusters Score -1846620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1834940.750000 Penalty: 4808.285156
	Iteration 0F: 3 clusters Score -1834941 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1839118.750000 Penalty: 4808.285156
	Iteration 1F: 3 clusters Score -1839119 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1839811.875000 Penalty: 4808.285156
	Iteration 2F: 3 clusters Score -1839812 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1840513.750000 Penalty: 4808.285156
	Iteration 3F: 3 clusters Score -1840514 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1841255.875000 Penalty: 4808.285156
	Iteration 4F: 3 clusters Score -1841256 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1842074.125000 Penalty: 4808.285156
	Iteration 5F: 3 clusters Score -1842074 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1842909.125000 Penalty: 4808.285156
	Iteration 6F: 3 clusters Score -1842909 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1843698.875000 Penalty: 4808.285156
	Iteration 7F: 3 clusters Score -1843699 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1844231.000000 Penalty: 4808.285156
	Iteration 8F: 3 clusters Score -1844231 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1844591.125000 Penalty: 4808.285156
	Iteration 9Q: 3 clusters Score -1844591 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1844792.625000 Penalty: 4808.285156
	Iteration 10Q: 3 clusters Score -1844793 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1844918.375000 Penalty: 4808.285156
	Iteration 11Q: 3 clusters Score -1844918 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1845025.625000 Penalty: 4808.285156
	Iteration 12Q: 3 clusters Score -1845026 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1845098.750000 Penalty: 4808.285156
	Iteration 13Q: 3 clusters Score -1845099 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1845152.625000 Penalty: 4808.285156
	Iteration 14Q: 3 clusters Score -1845153 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1845229.875000 Penalty: 4808.285156
	Iteration 15Q: 3 clusters Score -1845230 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1845302.375000 Penalty: 4808.285156
	Iteration 16Q: 3 clusters Score -1845302 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1845365.375000 Penalty: 4808.285156
	Iteration 17Q: 3 clusters Score -1845365 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1845425.000000 Penalty: 4808.285156
	Iteration 18Q: 3 clusters Score -1845425 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1845482.625000 Penalty: 4808.285156
	Iteration 19Q: 3 clusters Score -1845483 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1845531.875000 Penalty: 4808.285156
	Iteration 20F: 3 clusters Score -1845532 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1845560.750000 Penalty: 4808.285156
	Iteration 21Q: 3 clusters Score -1845561 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1845591.250000 Penalty: 4808.285156
	Iteration 22Q: 3 clusters Score -1845591 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1845628.125000 Penalty: 4808.285156
	Iteration 23Q: 3 clusters Score -1845628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1845637.750000 Penalty: 4808.285156
	Iteration 24Q: 3 clusters Score -1845638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1845657.375000 Penalty: 4808.285156
	Iteration 25Q: 3 clusters Score -1845657 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1845677.500000 Penalty: 4808.285156
	Iteration 26Q: 3 clusters Score -1845678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1845691.125000 Penalty: 4808.285156
	Iteration 27Q: 3 clusters Score -1845691 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1845711.375000 Penalty: 4808.285156
	Iteration 28Q: 3 clusters Score -1845711 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1845727.875000 Penalty: 4808.285156
	Iteration 29Q: 3 clusters Score -1845728 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1845735.000000 Penalty: 4808.285156
	Iteration 30Q: 3 clusters Score -1845735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1845748.125000 Penalty: 4808.285156
	Iteration 31Q: 3 clusters Score -1845748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1845755.500000 Penalty: 4808.285156
	Iteration 32Q: 3 clusters Score -1845756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1845767.375000 Penalty: 4808.285156
	Iteration 33Q: 3 clusters Score -1845767 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1845773.875000 Penalty: 4808.285156
	Iteration 34Q: 3 clusters Score -1845774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1845781.375000 Penalty: 4808.285156
	Iteration 35Q: 3 clusters Score -1845781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1845796.125000 Penalty: 4808.285156
	Iteration 36Q: 3 clusters Score -1845796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1845803.250000 Penalty: 4808.285156
	Iteration 37Q: 3 clusters Score -1845803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1845804.875000 Penalty: 4808.285156
	Iteration 38Q: 3 clusters Score -1845805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1845814.625000 Penalty: 4808.285156
	Iteration 39Q: 3 clusters Score -1845815 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1845816.250000 Penalty: 4808.285156
	Iteration 40F: 3 clusters Score -1845816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1845816.750000 Penalty: 4808.285156
	Iteration 41Q: 3 clusters Score -1845817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1845821.250000 Penalty: 4808.285156
	Iteration 42Q: 3 clusters Score -1845821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1845830.625000 Penalty: 4808.285156
	Iteration 43Q: 3 clusters Score -1845831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1845833.500000 Penalty: 4808.285156
	Iteration 44Q: 3 clusters Score -1845834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1845836.375000 Penalty: 4808.285156
	Iteration 45Q: 3 clusters Score -1845836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1845838.500000 Penalty: 4808.285156
	Iteration 46Q: 3 clusters Score -1845838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1845840.500000 Penalty: 4808.285156
	Iteration 47Q: 3 clusters Score -1845840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1845842.375000 Penalty: 4808.285156
	Iteration 48Q: 3 clusters Score -1845842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1845849.125000 Penalty: 4808.285156
	Iteration 49Q: 3 clusters Score -1845849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1845848.375000 Penalty: 4808.285156
	Iteration 50Q: 3 clusters Score -1845848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1845853.000000 Penalty: 4808.285156
	Iteration 51Q: 3 clusters Score -1845853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1845853.500000 Penalty: 4808.285156
	Iteration 52Q: 3 clusters Score -1845854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1845858.500000 Penalty: 4808.285156
	Iteration 53Q: 3 clusters Score -1845858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1845866.375000 Penalty: 4808.285156
	Iteration 54Q: 3 clusters Score -1845866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1845869.750000 Penalty: 4808.285156
	Iteration 55Q: 3 clusters Score -1845870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1845867.375000 Penalty: 4808.285156
	Iteration 56Q: 3 clusters Score -1845867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1845873.875000 Penalty: 4808.285156
	Iteration 57Q: 3 clusters Score -1845874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1845872.750000 Penalty: 4808.285156
	Iteration 58Q: 3 clusters Score -1845873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1845872.250000 Penalty: 4808.285156
	Iteration 59Q: 3 clusters Score -1845872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1845873.125000 Penalty: 4808.285156
	Iteration 60F: 3 clusters Score -1845873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1845874.000000 Penalty: 4808.285156
	Iteration 61Q: 3 clusters Score -1845874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1845872.875000 Penalty: 4808.285156
	Iteration 62Q: 3 clusters Score -1845873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1845870.750000 Penalty: 4808.285156
	Iteration 63Q: 3 clusters Score -1845871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1845875.125000 Penalty: 4808.285156
	Iteration 64Q: 3 clusters Score -1845875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1845876.000000 Penalty: 4808.285156
	Iteration 65Q: 3 clusters Score -1845876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1845882.125000 Penalty: 4808.285156
	Iteration 66Q: 3 clusters Score -1845882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1845880.250000 Penalty: 4808.285156
	Iteration 67Q: 3 clusters Score -1845880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1845876.875000 Penalty: 4808.285156
	Iteration 68Q: 3 clusters Score -1845877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1845876.500000 Penalty: 4808.285156
	Iteration 69Q: 3 clusters Score -1845876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1845880.750000 Penalty: 4808.285156
	Iteration 70Q: 3 clusters Score -1845881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1845878.750000 Penalty: 4808.285156
	Iteration 71Q: 3 clusters Score -1845879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1845879.625000 Penalty: 4808.285156
	Iteration 72Q: 3 clusters Score -1845880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1845879.250000 Penalty: 4808.285156
	Iteration 73Q: 3 clusters Score -1845879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1845879.250000 Penalty: 4808.285156
	Iteration 74F: 3 clusters Score -1845879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (284140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284140 members 
Entering Unmasked Estep 
Score: -36654532.000000 Penalty: 3114.191162
	Iteration 0F: 2 clusters Score -3.665453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141721 members 
Mstep: Class 2 contains 142419 members 
Entering Unmasked Estep 
Score: -36482560.000000 Penalty: 6228.382324
	Iteration 0F: 3 clusters Score -3.648256e+07 nChanged 137650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135479 members 
Mstep: Class 2 contains 148661 members 
Entering Unmasked Estep 
Score: -36564632.000000 Penalty: 6228.382324
	Iteration 1F: 3 clusters Score -3.656463e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131383 members 
Mstep: Class 2 contains 152757 members 
Entering Unmasked Estep 
Score: -36565872.000000 Penalty: 6228.382324
	Iteration 2Q: 3 clusters Score -3.656587e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125080 members 
Mstep: Class 2 contains 159060 members 
Entering Unmasked Estep 
Score: -36568132.000000 Penalty: 6228.382324
	Iteration 3Q: 3 clusters Score -3.656813e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115173 members 
Mstep: Class 2 contains 168967 members 
Entering Unmasked Estep 
Score: -36571916.000000 Penalty: 6228.382324
	Iteration 4Q: 3 clusters Score -3.657192e+07 nChanged 15537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100348 members 
Mstep: Class 2 contains 183792 members 
Entering Unmasked Estep 
Score: -36579568.000000 Penalty: 6228.382324
	Iteration 5F: 3 clusters Score -3.657957e+07 nChanged 21175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 204371 members 
Entering Unmasked Estep 
Score: -36592304.000000 Penalty: 6228.382324
	Iteration 6F: 3 clusters Score -3.65923e+07 nChanged 25013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 229018 members 
Entering Unmasked Estep 
Score: -36612148.000000 Penalty: 6228.382324
	Iteration 7F: 3 clusters Score -3.661215e+07 nChanged 25081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 254059 members 
Entering Unmasked Estep 
Score: -36631920.000000 Penalty: 6228.382324
	Iteration 8F: 3 clusters Score -3.663192e+07 nChanged 17976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 272035 members 
Entering Unmasked Estep 
Score: -36645040.000000 Penalty: 6228.382324
	Iteration 9F: 3 clusters Score -3.664504e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 280442 members 
Entering Unmasked Estep 
Score: -36649568.000000 Penalty: 6228.382324
	Iteration 10Q: 3 clusters Score -3.664957e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 283108 members 
Entering Unmasked Estep 
Score: -36651112.000000 Penalty: 6228.382324
	Iteration 11Q: 3 clusters Score -3.665111e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 283731 members 
Entering Unmasked Estep 
Score: -36651524.000000 Penalty: 6228.382324
	Iteration 12Q: 3 clusters Score -3.665152e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283857 members 
Entering Unmasked Estep 
Score: -36651648.000000 Penalty: 6228.382324
	Iteration 13Q: 3 clusters Score -3.665165e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 283881 members 
Entering Unmasked Estep 
Score: -36651748.000000 Penalty: 6228.382324
	Iteration 14Q: 3 clusters Score -3.665175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 283891 members 
Entering Unmasked Estep 
Score: -36651800.000000 Penalty: 6228.382324
	Iteration 15Q: 3 clusters Score -3.66518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 283902 members 
Entering Unmasked Estep 
Score: -36651840.000000 Penalty: 6228.382324
	Iteration 16Q: 3 clusters Score -3.665184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 283909 members 
Entering Unmasked Estep 
Score: -36651868.000000 Penalty: 6228.382324
	Iteration 17Q: 3 clusters Score -3.665187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 283912 members 
Entering Unmasked Estep 
Score: -36651892.000000 Penalty: 6228.382324
	Iteration 18Q: 3 clusters Score -3.665189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 283913 members 
Entering Unmasked Estep 
Score: -36651892.000000 Penalty: 6228.382324
	Iteration 19Q: 3 clusters Score -3.665189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 283912 members 
Entering Unmasked Estep 
Score: -36651892.000000 Penalty: 6228.382324
	Iteration 20F: 3 clusters Score -3.665189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 283913 members 
Entering Unmasked Estep 
Score: -36651896.000000 Penalty: 6228.382324
	Iteration 21Q: 3 clusters Score -3.66519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 283912 members 
Entering Unmasked Estep 
Score: -36651912.000000 Penalty: 6228.382324
	Iteration 22Q: 3 clusters Score -3.665191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 283912 members 
Entering Unmasked Estep 
Score: -36651912.000000 Penalty: 6228.382324
	Iteration 23F: 3 clusters Score -3.665191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Entering Unmasked Estep 
Score: -948691.437500 Penalty: 2224.698730
	Iteration 0F: 2 clusters Score -948691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -942355.687500 Penalty: 4449.397461
	Iteration 0F: 3 clusters Score -942355.7 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -944133.625000 Penalty: 4449.397461
	Iteration 1F: 3 clusters Score -944133.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -944477.750000 Penalty: 4449.397461
	Iteration 2F: 3 clusters Score -944477.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -944711.437500 Penalty: 4449.397461
	Iteration 3F: 3 clusters Score -944711.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -944923.187500 Penalty: 4449.397461
	Iteration 4Q: 3 clusters Score -944923.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -945079.437500 Penalty: 4449.397461
	Iteration 5Q: 3 clusters Score -945079.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -945194.500000 Penalty: 4449.397461
	Iteration 6Q: 3 clusters Score -945194.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -945291.750000 Penalty: 4449.397461
	Iteration 7Q: 3 clusters Score -945291.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -945390.875000 Penalty: 4449.397461
	Iteration 8Q: 3 clusters Score -945390.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -945478.250000 Penalty: 4449.397461
	Iteration 9Q: 3 clusters Score -945478.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -945568.062500 Penalty: 4449.397461
	Iteration 10Q: 3 clusters Score -945568.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -945673.875000 Penalty: 4449.397461
	Iteration 11Q: 3 clusters Score -945673.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -945795.875000 Penalty: 4449.397461
	Iteration 12Q: 3 clusters Score -945795.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -945916.312500 Penalty: 4449.397461
	Iteration 13Q: 3 clusters Score -945916.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -946023.062500 Penalty: 4449.397461
	Iteration 14Q: 3 clusters Score -946023.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -946119.500000 Penalty: 4449.397461
	Iteration 15Q: 3 clusters Score -946119.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -946227.375000 Penalty: 4449.397461
	Iteration 16Q: 3 clusters Score -946227.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -946318.437500 Penalty: 4449.397461
	Iteration 17Q: 3 clusters Score -946318.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -946396.250000 Penalty: 4449.397461
	Iteration 18Q: 3 clusters Score -946396.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -946457.062500 Penalty: 4449.397461
	Iteration 19Q: 3 clusters Score -946457.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -946521.687500 Penalty: 4449.397461
	Iteration 20F: 3 clusters Score -946521.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -946583.875000 Penalty: 4449.397461
	Iteration 21Q: 3 clusters Score -946583.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -946659.437500 Penalty: 4449.397461
	Iteration 22Q: 3 clusters Score -946659.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -946746.125000 Penalty: 4449.397461
	Iteration 23Q: 3 clusters Score -946746.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -946839.687500 Penalty: 4449.397461
	Iteration 24Q: 3 clusters Score -946839.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -946957.062500 Penalty: 4449.397461
	Iteration 25Q: 3 clusters Score -946957.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -947081.750000 Penalty: 4449.397461
	Iteration 26Q: 3 clusters Score -947081.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -947179.375000 Penalty: 4449.397461
	Iteration 27Q: 3 clusters Score -947179.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -947242.062500 Penalty: 4449.397461
	Iteration 28Q: 3 clusters Score -947242.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -947284.687500 Penalty: 4449.397461
	Iteration 29Q: 3 clusters Score -947284.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -947306.500000 Penalty: 4449.397461
	Iteration 30Q: 3 clusters Score -947306.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -947318.500000 Penalty: 4449.397461
	Iteration 31Q: 3 clusters Score -947318.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -947329.062500 Penalty: 4449.397461
	Iteration 32Q: 3 clusters Score -947329.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -947346.062500 Penalty: 4449.397461
	Iteration 33Q: 3 clusters Score -947346.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -947364.875000 Penalty: 4449.397461
	Iteration 34Q: 3 clusters Score -947364.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -947377.500000 Penalty: 4449.397461
	Iteration 35Q: 3 clusters Score -947377.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -947383.000000 Penalty: 4449.397461
	Iteration 36Q: 3 clusters Score -947383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -947388.250000 Penalty: 4449.397461
	Iteration 37Q: 3 clusters Score -947388.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -947397.000000 Penalty: 4449.397461
	Iteration 38Q: 3 clusters Score -947397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -947401.375000 Penalty: 4449.397461
	Iteration 39Q: 3 clusters Score -947401.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -947406.812500 Penalty: 4449.397461
	Iteration 40F: 3 clusters Score -947406.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -947412.625000 Penalty: 4449.397461
	Iteration 41Q: 3 clusters Score -947412.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -947420.125000 Penalty: 4449.397461
	Iteration 42Q: 3 clusters Score -947420.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -947425.812500 Penalty: 4449.397461
	Iteration 43Q: 3 clusters Score -947425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -947427.250000 Penalty: 4449.397461
	Iteration 44Q: 3 clusters Score -947427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -947429.125000 Penalty: 4449.397461
	Iteration 45Q: 3 clusters Score -947429.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -947430.312500 Penalty: 4449.397461
	Iteration 46Q: 3 clusters Score -947430.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -947432.500000 Penalty: 4449.397461
	Iteration 47Q: 3 clusters Score -947432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -947434.625000 Penalty: 4449.397461
	Iteration 48Q: 3 clusters Score -947434.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -947433.375000 Penalty: 4449.397461
	Iteration 49Q: 3 clusters Score -947433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -947433.375000 Penalty: 4449.397461
	Iteration 50F: 3 clusters Score -947433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Entering Unmasked Estep 
Score: -5566989.500000 Penalty: 2650.998535
	Iteration 0F: 2 clusters Score -5566990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5537392.000000 Penalty: 5301.997070
	Iteration 0F: 3 clusters Score -5537392 nChanged 20104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5548496.500000 Penalty: 5301.997070
	Iteration 1F: 3 clusters Score -5548496 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 22273 members 
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Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 23113 members 
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Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 24123 members 
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Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5551670 nChanged 1335
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Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5553711 nChanged 2148
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Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5554878 nChanged 2349
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Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
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	Iteration 15F: 3 clusters Score -5556498 nChanged 2248
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Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
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	Iteration 16F: 3 clusters Score -5558300 nChanged 1903
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Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5560150 nChanged 1374
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Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5561848 nChanged 846
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Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5563288 nChanged 466
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Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5563624 nChanged 351
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Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5563840 nChanged 249
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Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5563979 nChanged 201
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Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5564048 nChanged 171
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Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 40644 members 
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	Iteration 25Q: 3 clusters Score -5564115 nChanged 142
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Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5564164 nChanged 108
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Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5564204 nChanged 85
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Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5564227 nChanged 87
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Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5564238 nChanged 66
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Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5564234 nChanged 63
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Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5564260 nChanged 44
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Mstep: Class 1 contains 2720 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5564262 nChanged 38
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Mstep: Class 1 contains 2682 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5564292 nChanged 38
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	Iteration 34Q: 3 clusters Score -5564300 nChanged 35
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	Iteration 35Q: 3 clusters Score -5564301 nChanged 28
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Mstep: Class 1 contains 2591 members 
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	Iteration 36Q: 3 clusters Score -5564310 nChanged 17
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	Iteration 37Q: 3 clusters Score -5564318 nChanged 16
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Mstep: Class 1 contains 2560 members 
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	Iteration 38Q: 3 clusters Score -5564326 nChanged 19
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Mstep: Class 2 contains 41350 members 
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	Iteration 39Q: 3 clusters Score -5564322 nChanged 23
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Mstep: Class 1 contains 2524 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5564330 nChanged 12
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Mstep: Class 1 contains 2512 members 
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	Iteration 41Q: 3 clusters Score -5564333 nChanged 13
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Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5564332 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5564328 nChanged 15
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Mstep: Class 1 contains 2473 members 
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	Iteration 44Q: 3 clusters Score -5564331 nChanged 16
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Mstep: Class 1 contains 2459 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5564323 nChanged 8
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	Iteration 46Q: 3 clusters Score -5564327 nChanged 9
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5564322 nChanged 9
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Mstep: Class 1 contains 2433 members 
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	Iteration 48Q: 3 clusters Score -5564333 nChanged 8
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	Iteration 49Q: 3 clusters Score -5564333 nChanged 4
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	Iteration 50Q: 3 clusters Score -5564333 nChanged 3
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Mstep: Class 1 contains 2418 members 
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	Iteration 51Q: 3 clusters Score -5564331 nChanged 1
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	Iteration 52Q: 3 clusters Score -5564332 nChanged 2
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	Iteration 53Q: 3 clusters Score -5564329 nChanged 2
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	Iteration 54Q: 3 clusters Score -5564331 nChanged 1
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	Iteration 55Q: 3 clusters Score -5564330 nChanged 2
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	Iteration 56Q: 3 clusters Score -5564330 nChanged 5
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	Iteration 57Q: 3 clusters Score -5564334 nChanged 3
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	Iteration 58Q: 3 clusters Score -5564336 nChanged 4
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Mstep: Class 1 contains 2398 members 
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	Iteration 59Q: 3 clusters Score -5564332 nChanged 6
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Mstep: Class 1 contains 2392 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5564338 nChanged 9
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Mstep: Class 1 contains 2383 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5564344 nChanged 9
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Mstep: Class 1 contains 2376 members 
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	Iteration 62Q: 3 clusters Score -5564346 nChanged 9
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Mstep: Class 1 contains 2367 members 
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	Iteration 63Q: 3 clusters Score -5564348 nChanged 10
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Mstep: Class 1 contains 2357 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5564354 nChanged 13
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Mstep: Class 1 contains 2344 members 
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	Iteration 65Q: 3 clusters Score -5564346 nChanged 9
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	Iteration 66Q: 3 clusters Score -5564348 nChanged 8
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Mstep: Class 1 contains 2329 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5564350 nChanged 18
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	Iteration 68Q: 3 clusters Score -5564366 nChanged 14
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	Iteration 69Q: 3 clusters Score -5564361 nChanged 17
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Mstep: Class 1 contains 2284 members 
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	Iteration 70Q: 3 clusters Score -5564376 nChanged 14
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Mstep: Class 1 contains 2270 members 
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	Iteration 71Q: 3 clusters Score -5564375 nChanged 13
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Mstep: Class 1 contains 2257 members 
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	Iteration 72Q: 3 clusters Score -5564372 nChanged 8
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Mstep: Class 1 contains 2249 members 
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	Iteration 73Q: 3 clusters Score -5564368 nChanged 9
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Mstep: Class 1 contains 2242 members 
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	Iteration 74Q: 3 clusters Score -5564367 nChanged 8
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Mstep: Class 1 contains 2234 members 
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	Iteration 75Q: 3 clusters Score -5564366 nChanged 9
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Mstep: Class 1 contains 2227 members 
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	Iteration 76Q: 3 clusters Score -5564364 nChanged 10
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Mstep: Class 1 contains 2217 members 
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	Iteration 77Q: 3 clusters Score -5564362 nChanged 9
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	Iteration 78Q: 3 clusters Score -5564372 nChanged 6
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	Iteration 79Q: 3 clusters Score -5564371 nChanged 6
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	Iteration 80F: 3 clusters Score -5564382 nChanged 7
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Mstep: Class 1 contains 2189 members 
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	Iteration 81Q: 3 clusters Score -5564384 nChanged 4
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	Iteration 82Q: 3 clusters Score -5564380 nChanged 5
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	Iteration 83Q: 3 clusters Score -5564386 nChanged 11
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	Iteration 84Q: 3 clusters Score -5564392 nChanged 9
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	Iteration 85Q: 3 clusters Score -5564390 nChanged 14
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	Iteration 86Q: 3 clusters Score -5564396 nChanged 12
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	Iteration 87Q: 3 clusters Score -5564400 nChanged 3
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	Iteration 88Q: 3 clusters Score -5564401 nChanged 9
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	Iteration 89Q: 3 clusters Score -5564404 nChanged 11
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	Iteration 90Q: 3 clusters Score -5564404 nChanged 12
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	Iteration 91Q: 3 clusters Score -5564406 nChanged 13
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	Iteration 92Q: 3 clusters Score -5564410 nChanged 11
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	Iteration 93Q: 3 clusters Score -5564407 nChanged 7
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	Iteration 94Q: 3 clusters Score -5564406 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -5564418.000000 Penalty: 5301.997070
	Iteration 95Q: 3 clusters Score -5564418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -5564425.000000 Penalty: 5301.997070
	Iteration 96Q: 3 clusters Score -5564425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -5564430.500000 Penalty: 5301.997070
	Iteration 97Q: 3 clusters Score -5564430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -5564431.500000 Penalty: 5301.997070
	Iteration 98Q: 3 clusters Score -5564432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -5564426.500000 Penalty: 5301.997070
	Iteration 99Q: 3 clusters Score -5564426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -5564421.000000 Penalty: 5301.997070
	Iteration 100F: 3 clusters Score -5564421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -5564423.000000 Penalty: 5301.997070
	Iteration 101Q: 3 clusters Score -5564423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5564412.500000 Penalty: 5301.997070
	Iteration 102Q: 3 clusters Score -5564412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -5564427.000000 Penalty: 5301.997070
	Iteration 103Q: 3 clusters Score -5564427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5564434.500000 Penalty: 5301.997070
	Iteration 104Q: 3 clusters Score -5564434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -5564442.000000 Penalty: 5301.997070
	Iteration 105Q: 3 clusters Score -5564442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -5564451.000000 Penalty: 5301.997070
	Iteration 106Q: 3 clusters Score -5564451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -5564454.500000 Penalty: 5301.997070
	Iteration 107Q: 3 clusters Score -5564454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -5564461.500000 Penalty: 5301.997070
	Iteration 108Q: 3 clusters Score -5564462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -5564452.500000 Penalty: 5301.997070
	Iteration 109Q: 3 clusters Score -5564452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -5564448.500000 Penalty: 5301.997070
	Iteration 110Q: 3 clusters Score -5564448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5564453.500000 Penalty: 5301.997070
	Iteration 111Q: 3 clusters Score -5564454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -5564450.000000 Penalty: 5301.997070
	Iteration 112Q: 3 clusters Score -5564450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5564448.500000 Penalty: 5301.997070
	Iteration 113Q: 3 clusters Score -5564448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5564448.500000 Penalty: 5301.997070
	Iteration 114Q: 3 clusters Score -5564448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -5564450.000000 Penalty: 5301.997070
	Iteration 115Q: 3 clusters Score -5564450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -5564450.000000 Penalty: 5301.997070
	Iteration 116Q: 3 clusters Score -5564450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -5564450.000000 Penalty: 5301.997070
	Iteration 117Q: 3 clusters Score -5564450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -5564445.500000 Penalty: 5301.997070
	Iteration 118Q: 3 clusters Score -5564446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -5564449.500000 Penalty: 5301.997070
	Iteration 119Q: 3 clusters Score -5564450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -5564447.500000 Penalty: 5301.997070
	Iteration 120F: 3 clusters Score -5564448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -5564458.500000 Penalty: 5301.997070
	Iteration 121Q: 3 clusters Score -5564458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5564464.500000 Penalty: 5301.997070
	Iteration 122Q: 3 clusters Score -5564464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -5564460.000000 Penalty: 5301.997070
	Iteration 123Q: 3 clusters Score -5564460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -5564461.500000 Penalty: 5301.997070
	Iteration 124Q: 3 clusters Score -5564462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5564461.500000 Penalty: 5301.997070
	Iteration 125Q: 3 clusters Score -5564462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -5564465.500000 Penalty: 5301.997070
	Iteration 126Q: 3 clusters Score -5564466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -5564457.500000 Penalty: 5301.997070
	Iteration 127Q: 3 clusters Score -5564458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -5564464.500000 Penalty: 5301.997070
	Iteration 128Q: 3 clusters Score -5564464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -5564469.000000 Penalty: 5301.997070
	Iteration 129Q: 3 clusters Score -5564469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5564472.000000 Penalty: 5301.997070
	Iteration 130Q: 3 clusters Score -5564472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -5564488.000000 Penalty: 5301.997070
	Iteration 131Q: 3 clusters Score -5564488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5564485.000000 Penalty: 5301.997070
	Iteration 132Q: 3 clusters Score -5564485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -5564491.000000 Penalty: 5301.997070
	Iteration 133Q: 3 clusters Score -5564491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -5564488.500000 Penalty: 5301.997070
	Iteration 134Q: 3 clusters Score -5564488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -5564489.500000 Penalty: 5301.997070
	Iteration 135Q: 3 clusters Score -5564490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -5564489.500000 Penalty: 5301.997070
	Iteration 136Q: 3 clusters Score -5564490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -5564494.000000 Penalty: 5301.997070
	Iteration 137Q: 3 clusters Score -5564494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -5564500.000000 Penalty: 5301.997070
	Iteration 138Q: 3 clusters Score -5564500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -5564505.000000 Penalty: 5301.997070
	Iteration 139Q: 3 clusters Score -5564505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -5564505.000000 Penalty: 5301.997070
	Iteration 140F: 3 clusters Score -5564505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -5564501.500000 Penalty: 5301.997070
	Iteration 141Q: 3 clusters Score -5564502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -5564496.500000 Penalty: 5301.997070
	Iteration 142Q: 3 clusters Score -5564496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5564496.500000 Penalty: 5301.997070
	Iteration 143Q: 3 clusters Score -5564496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -5564492.000000 Penalty: 5301.997070
	Iteration 144Q: 3 clusters Score -5564492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -5564497.500000 Penalty: 5301.997070
	Iteration 145Q: 3 clusters Score -5564498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -5564495.000000 Penalty: 5301.997070
	Iteration 146Q: 3 clusters Score -5564495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -5564495.000000 Penalty: 5301.997070
	Iteration 147F: 3 clusters Score -5564495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Entering Unmasked Estep 
Score: -5532945.500000 Penalty: 2647.132080
	Iteration 0F: 2 clusters Score -5532946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -5503979.000000 Penalty: 5294.264160
	Iteration 0F: 3 clusters Score -5503979 nChanged 19683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -5514639.500000 Penalty: 5294.264160
	Iteration 1F: 3 clusters Score -5514640 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -5515092.500000 Penalty: 5294.264160
	Iteration 2Q: 3 clusters Score -5515092 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -5515560.500000 Penalty: 5294.264160
	Iteration 3Q: 3 clusters Score -5515560 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -5516066.500000 Penalty: 5294.264160
	Iteration 4Q: 3 clusters Score -5516066 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -5516612.500000 Penalty: 5294.264160
	Iteration 5Q: 3 clusters Score -5516612 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -5517296.000000 Penalty: 5294.264160
	Iteration 6Q: 3 clusters Score -5517296 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -5518178.500000 Penalty: 5294.264160
	Iteration 7Q: 3 clusters Score -5518178 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -5519391.000000 Penalty: 5294.264160
	Iteration 8F: 3 clusters Score -5519391 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -5520988.500000 Penalty: 5294.264160
	Iteration 9F: 3 clusters Score -5520988 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -5523079.500000 Penalty: 5294.264160
	Iteration 10F: 3 clusters Score -5523080 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -5525562.500000 Penalty: 5294.264160
	Iteration 11F: 3 clusters Score -5525562 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -5528088.500000 Penalty: 5294.264160
	Iteration 12F: 3 clusters Score -5528088 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -5530270.500000 Penalty: 5294.264160
	Iteration 13F: 3 clusters Score -5530270 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -5531647.000000 Penalty: 5294.264160
	Iteration 14Q: 3 clusters Score -5531647 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -5532288.500000 Penalty: 5294.264160
	Iteration 15Q: 3 clusters Score -5532288 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -5532572.500000 Penalty: 5294.264160
	Iteration 16Q: 3 clusters Score -5532572 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -5532814.000000 Penalty: 5294.264160
	Iteration 17Q: 3 clusters Score -5532814 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -5532927.000000 Penalty: 5294.264160
	Iteration 18Q: 3 clusters Score -5532927 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -5532978.000000 Penalty: 5294.264160
	Iteration 19Q: 3 clusters Score -5532978 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -5533016.000000 Penalty: 5294.264160
	Iteration 20F: 3 clusters Score -5533016 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -5533050.500000 Penalty: 5294.264160
	Iteration 21Q: 3 clusters Score -5533050 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -5533059.000000 Penalty: 5294.264160
	Iteration 22Q: 3 clusters Score -5533059 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -5533069.000000 Penalty: 5294.264160
	Iteration 23Q: 3 clusters Score -5533069 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -5533089.500000 Penalty: 5294.264160
	Iteration 24Q: 3 clusters Score -5533090 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -5533109.500000 Penalty: 5294.264160
	Iteration 25Q: 3 clusters Score -5533110 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -5533110.500000 Penalty: 5294.264160
	Iteration 26Q: 3 clusters Score -5533110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -5533131.500000 Penalty: 5294.264160
	Iteration 27Q: 3 clusters Score -5533132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -5533145.000000 Penalty: 5294.264160
	Iteration 28Q: 3 clusters Score -5533145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -5533153.000000 Penalty: 5294.264160
	Iteration 29Q: 3 clusters Score -5533153 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -5533159.000000 Penalty: 5294.264160
	Iteration 30Q: 3 clusters Score -5533159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -5533153.000000 Penalty: 5294.264160
	Iteration 31Q: 3 clusters Score -5533153 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -5533167.000000 Penalty: 5294.264160
	Iteration 32Q: 3 clusters Score -5533167 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -5533171.500000 Penalty: 5294.264160
	Iteration 33Q: 3 clusters Score -5533172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -5533183.000000 Penalty: 5294.264160
	Iteration 34Q: 3 clusters Score -5533183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -5533182.500000 Penalty: 5294.264160
	Iteration 35Q: 3 clusters Score -5533182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -5533191.500000 Penalty: 5294.264160
	Iteration 36Q: 3 clusters Score -5533192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -5533197.000000 Penalty: 5294.264160
	Iteration 37Q: 3 clusters Score -5533197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -5533198.500000 Penalty: 5294.264160
	Iteration 38Q: 3 clusters Score -5533198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -5533194.000000 Penalty: 5294.264160
	Iteration 39Q: 3 clusters Score -5533194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -5533194.000000 Penalty: 5294.264160
	Iteration 40F: 3 clusters Score -5533194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -5533191.000000 Penalty: 5294.264160
	Iteration 41Q: 3 clusters Score -5533191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -5533194.500000 Penalty: 5294.264160
	Iteration 42Q: 3 clusters Score -5533194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -5533180.500000 Penalty: 5294.264160
	Iteration 43Q: 3 clusters Score -5533180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -5533191.000000 Penalty: 5294.264160
	Iteration 44Q: 3 clusters Score -5533191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -5533193.000000 Penalty: 5294.264160
	Iteration 45Q: 3 clusters Score -5533193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -5533181.000000 Penalty: 5294.264160
	Iteration 46Q: 3 clusters Score -5533181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -5533175.000000 Penalty: 5294.264160
	Iteration 47Q: 3 clusters Score -5533175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -5533182.000000 Penalty: 5294.264160
	Iteration 48Q: 3 clusters Score -5533182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -5533183.500000 Penalty: 5294.264160
	Iteration 49Q: 3 clusters Score -5533184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -5533188.000000 Penalty: 5294.264160
	Iteration 50Q: 3 clusters Score -5533188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -5533185.500000 Penalty: 5294.264160
	Iteration 51Q: 3 clusters Score -5533186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -5533181.500000 Penalty: 5294.264160
	Iteration 52Q: 3 clusters Score -5533182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -5533188.500000 Penalty: 5294.264160
	Iteration 53Q: 3 clusters Score -5533188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -5533186.000000 Penalty: 5294.264160
	Iteration 54Q: 3 clusters Score -5533186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -5533187.500000 Penalty: 5294.264160
	Iteration 55Q: 3 clusters Score -5533188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -5533187.500000 Penalty: 5294.264160
	Iteration 56Q: 3 clusters Score -5533188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -5533189.500000 Penalty: 5294.264160
	Iteration 57Q: 3 clusters Score -5533190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -5533186.500000 Penalty: 5294.264160
	Iteration 58Q: 3 clusters Score -5533186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -5533186.500000 Penalty: 5294.264160
	Iteration 59F: 3 clusters Score -5533186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 16222 members 
Mstep: Class 4 contains 284140 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 35351 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 30363 members 
Mstep: Class 12 contains 12908 members 
Mstep: Class 13 contains 53037 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39651 members 
Mstep: Class 16 contains 106576 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9156 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12023 members 
Mstep: Class 21 contains 45711 members 
Mstep: Class 22 contains 15158 members 
Mstep: Class 23 contains 73727 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 77988 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153003 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 7863 members 
Entering Unmasked Estep 
Score: -157742432.000000 Penalty: 111509.140625
Splitting cluster 7 changes total score from -157743440.000000 to -157742432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (9709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Entering Unmasked Estep 
Score: -1171780.875000 Penalty: 2276.840576
	Iteration 0F: 2 clusters Score -1171781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1164304.125000 Penalty: 4553.681152
	Iteration 0F: 3 clusters Score -1164304 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1166535.750000 Penalty: 4553.681152
	Iteration 1F: 3 clusters Score -1166536 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1166893.250000 Penalty: 4553.681152
	Iteration 2F: 3 clusters Score -1166893 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1167157.125000 Penalty: 4553.681152
	Iteration 3F: 3 clusters Score -1167157 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1167427.750000 Penalty: 4553.681152
	Iteration 4Q: 3 clusters Score -1167428 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1167689.125000 Penalty: 4553.681152
	Iteration 5Q: 3 clusters Score -1167689 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1167940.875000 Penalty: 4553.681152
	Iteration 6Q: 3 clusters Score -1167941 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1168181.500000 Penalty: 4553.681152
	Iteration 7Q: 3 clusters Score -1168182 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1168422.875000 Penalty: 4553.681152
	Iteration 8Q: 3 clusters Score -1168423 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1168656.625000 Penalty: 4553.681152
	Iteration 9Q: 3 clusters Score -1168657 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1168903.625000 Penalty: 4553.681152
	Iteration 10Q: 3 clusters Score -1168904 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1169221.750000 Penalty: 4553.681152
	Iteration 11Q: 3 clusters Score -1169222 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1169537.875000 Penalty: 4553.681152
	Iteration 12Q: 3 clusters Score -1169538 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1169844.000000 Penalty: 4553.681152
	Iteration 13Q: 3 clusters Score -1169844 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1170079.125000 Penalty: 4553.681152
	Iteration 14Q: 3 clusters Score -1170079 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1170256.000000 Penalty: 4553.681152
	Iteration 15Q: 3 clusters Score -1170256 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1170366.875000 Penalty: 4553.681152
	Iteration 16Q: 3 clusters Score -1170367 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1170479.750000 Penalty: 4553.681152
	Iteration 17Q: 3 clusters Score -1170480 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1170585.250000 Penalty: 4553.681152
	Iteration 18Q: 3 clusters Score -1170585 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1170693.125000 Penalty: 4553.681152
	Iteration 19Q: 3 clusters Score -1170693 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1170833.625000 Penalty: 4553.681152
	Iteration 20F: 3 clusters Score -1170834 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1170958.500000 Penalty: 4553.681152
	Iteration 21Q: 3 clusters Score -1170958 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1171033.375000 Penalty: 4553.681152
	Iteration 22Q: 3 clusters Score -1171033 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1171070.125000 Penalty: 4553.681152
	Iteration 23Q: 3 clusters Score -1171070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1171089.625000 Penalty: 4553.681152
	Iteration 24Q: 3 clusters Score -1171090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1171103.250000 Penalty: 4553.681152
	Iteration 25Q: 3 clusters Score -1171103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1171114.875000 Penalty: 4553.681152
	Iteration 26Q: 3 clusters Score -1171115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1171127.000000 Penalty: 4553.681152
	Iteration 27Q: 3 clusters Score -1171127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1171134.625000 Penalty: 4553.681152
	Iteration 28Q: 3 clusters Score -1171135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1171139.250000 Penalty: 4553.681152
	Iteration 29Q: 3 clusters Score -1171139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1171141.750000 Penalty: 4553.681152
	Iteration 30Q: 3 clusters Score -1171142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1171145.500000 Penalty: 4553.681152
	Iteration 31Q: 3 clusters Score -1171146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1171146.125000 Penalty: 4553.681152
	Iteration 32Q: 3 clusters Score -1171146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1171150.875000 Penalty: 4553.681152
	Iteration 33Q: 3 clusters Score -1171151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1171150.875000 Penalty: 4553.681152
	Iteration 34Q: 3 clusters Score -1171151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1171152.625000 Penalty: 4553.681152
	Iteration 35Q: 3 clusters Score -1171153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1171151.000000 Penalty: 4553.681152
	Iteration 36Q: 3 clusters Score -1171151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1171154.375000 Penalty: 4553.681152
	Iteration 37Q: 3 clusters Score -1171154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1171156.750000 Penalty: 4553.681152
	Iteration 38Q: 3 clusters Score -1171157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1171156.875000 Penalty: 4553.681152
	Iteration 39Q: 3 clusters Score -1171157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1171155.750000 Penalty: 4553.681152
	Iteration 40F: 3 clusters Score -1171156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1171155.125000 Penalty: 4553.681152
	Iteration 41Q: 3 clusters Score -1171155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1171155.250000 Penalty: 4553.681152
	Iteration 42Q: 3 clusters Score -1171155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1171158.875000 Penalty: 4553.681152
	Iteration 43Q: 3 clusters Score -1171159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1171160.000000 Penalty: 4553.681152
	Iteration 44Q: 3 clusters Score -1171160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1171160.000000 Penalty: 4553.681152
	Iteration 45F: 3 clusters Score -1171160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Entering Unmasked Estep 
Score: -731111.437500 Penalty: 2148.558350
	Iteration 0F: 2 clusters Score -731111.4 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 2966 members 
Entering Unmasked Estep 
Score: -726109.437500 Penalty: 4297.116699
	Iteration 0F: 3 clusters Score -726109.4 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -727328.375000 Penalty: 4297.116699
	Iteration 1F: 3 clusters Score -727328.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -727618.937500 Penalty: 4297.116699
	Iteration 2F: 3 clusters Score -727618.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -727819.625000 Penalty: 4297.116699
	Iteration 3F: 3 clusters Score -727819.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -728005.625000 Penalty: 4297.116699
	Iteration 4Q: 3 clusters Score -728005.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -728202.062500 Penalty: 4297.116699
	Iteration 5Q: 3 clusters Score -728202.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -728385.562500 Penalty: 4297.116699
	Iteration 6Q: 3 clusters Score -728385.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -728566.125000 Penalty: 4297.116699
	Iteration 7Q: 3 clusters Score -728566.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -728737.625000 Penalty: 4297.116699
	Iteration 8Q: 3 clusters Score -728737.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -728876.312500 Penalty: 4297.116699
	Iteration 9Q: 3 clusters Score -728876.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -728990.125000 Penalty: 4297.116699
	Iteration 10Q: 3 clusters Score -728990.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -729069.062500 Penalty: 4297.116699
	Iteration 11Q: 3 clusters Score -729069.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -729126.437500 Penalty: 4297.116699
	Iteration 12Q: 3 clusters Score -729126.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -729164.562500 Penalty: 4297.116699
	Iteration 13Q: 3 clusters Score -729164.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -729190.187500 Penalty: 4297.116699
	Iteration 14Q: 3 clusters Score -729190.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -729210.250000 Penalty: 4297.116699
	Iteration 15Q: 3 clusters Score -729210.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -729221.937500 Penalty: 4297.116699
	Iteration 16Q: 3 clusters Score -729221.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -729232.937500 Penalty: 4297.116699
	Iteration 17Q: 3 clusters Score -729232.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -729236.687500 Penalty: 4297.116699
	Iteration 18Q: 3 clusters Score -729236.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -729242.375000 Penalty: 4297.116699
	Iteration 19Q: 3 clusters Score -729242.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -729247.875000 Penalty: 4297.116699
	Iteration 20F: 3 clusters Score -729247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -729250.562500 Penalty: 4297.116699
	Iteration 21Q: 3 clusters Score -729250.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -729250.187500 Penalty: 4297.116699
	Iteration 22Q: 3 clusters Score -729250.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -729255.562500 Penalty: 4297.116699
	Iteration 23Q: 3 clusters Score -729255.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -729260.250000 Penalty: 4297.116699
	Iteration 24Q: 3 clusters Score -729260.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -729262.812500 Penalty: 4297.116699
	Iteration 25Q: 3 clusters Score -729262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -729266.875000 Penalty: 4297.116699
	Iteration 26Q: 3 clusters Score -729266.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -729268.312500 Penalty: 4297.116699
	Iteration 27Q: 3 clusters Score -729268.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -729272.937500 Penalty: 4297.116699
	Iteration 28Q: 3 clusters Score -729272.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -729272.812500 Penalty: 4297.116699
	Iteration 29Q: 3 clusters Score -729272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -729274.750000 Penalty: 4297.116699
	Iteration 30Q: 3 clusters Score -729274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -729274.562500 Penalty: 4297.116699
	Iteration 31Q: 3 clusters Score -729274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -729277.000000 Penalty: 4297.116699
	Iteration 32Q: 3 clusters Score -729277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -729278.875000 Penalty: 4297.116699
	Iteration 33Q: 3 clusters Score -729278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -729279.750000 Penalty: 4297.116699
	Iteration 34Q: 3 clusters Score -729279.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -729281.562500 Penalty: 4297.116699
	Iteration 35Q: 3 clusters Score -729281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -729285.375000 Penalty: 4297.116699
	Iteration 36Q: 3 clusters Score -729285.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -729291.937500 Penalty: 4297.116699
	Iteration 37Q: 3 clusters Score -729291.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -729293.875000 Penalty: 4297.116699
	Iteration 38Q: 3 clusters Score -729293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -729296.437500 Penalty: 4297.116699
	Iteration 39Q: 3 clusters Score -729296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -729296.437500 Penalty: 4297.116699
	Iteration 40F: 3 clusters Score -729296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -729298.937500 Penalty: 4297.116699
	Iteration 41Q: 3 clusters Score -729298.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -729299.750000 Penalty: 4297.116699
	Iteration 42Q: 3 clusters Score -729299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -729299.875000 Penalty: 4297.116699
	Iteration 43Q: 3 clusters Score -729299.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -729301.437500 Penalty: 4297.116699
	Iteration 44Q: 3 clusters Score -729301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -729301.812500 Penalty: 4297.116699
	Iteration 45Q: 3 clusters Score -729301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -729303.375000 Penalty: 4297.116699
	Iteration 46Q: 3 clusters Score -729303.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -729303.375000 Penalty: 4297.116699
	Iteration 47F: 3 clusters Score -729303.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Entering Unmasked Estep 
Score: -2019663.875000 Penalty: 2403.146973
	Iteration 0F: 2 clusters Score -2019664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2008191.875000 Penalty: 4806.293945
	Iteration 0F: 3 clusters Score -2008192 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2012075.000000 Penalty: 4806.293945
	Iteration 1F: 3 clusters Score -2012075 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2012739.875000 Penalty: 4806.293945
	Iteration 2F: 3 clusters Score -2012740 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2013441.250000 Penalty: 4806.293945
	Iteration 3F: 3 clusters Score -2013441 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2014218.625000 Penalty: 4806.293945
	Iteration 4F: 3 clusters Score -2014219 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2014905.375000 Penalty: 4806.293945
	Iteration 5F: 3 clusters Score -2014905 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2015439.125000 Penalty: 4806.293945
	Iteration 6F: 3 clusters Score -2015439 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2015854.000000 Penalty: 4806.293945
	Iteration 7Q: 3 clusters Score -2015854 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2016142.500000 Penalty: 4806.293945
	Iteration 8Q: 3 clusters Score -2016142 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2016349.500000 Penalty: 4806.293945
	Iteration 9Q: 3 clusters Score -2016350 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2016510.625000 Penalty: 4806.293945
	Iteration 10Q: 3 clusters Score -2016511 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2016637.125000 Penalty: 4806.293945
	Iteration 11Q: 3 clusters Score -2016637 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2016747.625000 Penalty: 4806.293945
	Iteration 12Q: 3 clusters Score -2016748 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2016827.000000 Penalty: 4806.293945
	Iteration 13Q: 3 clusters Score -2016827 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2016891.125000 Penalty: 4806.293945
	Iteration 14Q: 3 clusters Score -2016891 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2016945.250000 Penalty: 4806.293945
	Iteration 15Q: 3 clusters Score -2016945 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2016985.875000 Penalty: 4806.293945
	Iteration 16Q: 3 clusters Score -2016986 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2017032.750000 Penalty: 4806.293945
	Iteration 17Q: 3 clusters Score -2017033 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2017061.375000 Penalty: 4806.293945
	Iteration 18Q: 3 clusters Score -2017061 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2017094.125000 Penalty: 4806.293945
	Iteration 19Q: 3 clusters Score -2017094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2017118.500000 Penalty: 4806.293945
	Iteration 20F: 3 clusters Score -2017118 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2017137.250000 Penalty: 4806.293945
	Iteration 21Q: 3 clusters Score -2017137 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2017166.625000 Penalty: 4806.293945
	Iteration 22Q: 3 clusters Score -2017167 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2017189.375000 Penalty: 4806.293945
	Iteration 23Q: 3 clusters Score -2017189 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2017217.375000 Penalty: 4806.293945
	Iteration 24Q: 3 clusters Score -2017217 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2017242.000000 Penalty: 4806.293945
	Iteration 25Q: 3 clusters Score -2017242 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2017263.250000 Penalty: 4806.293945
	Iteration 26Q: 3 clusters Score -2017263 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2017283.750000 Penalty: 4806.293945
	Iteration 27Q: 3 clusters Score -2017284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2017302.125000 Penalty: 4806.293945
	Iteration 28Q: 3 clusters Score -2017302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2017321.625000 Penalty: 4806.293945
	Iteration 29Q: 3 clusters Score -2017322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2017331.125000 Penalty: 4806.293945
	Iteration 30Q: 3 clusters Score -2017331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2017344.000000 Penalty: 4806.293945
	Iteration 31Q: 3 clusters Score -2017344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2017355.625000 Penalty: 4806.293945
	Iteration 32Q: 3 clusters Score -2017356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2017371.125000 Penalty: 4806.293945
	Iteration 33Q: 3 clusters Score -2017371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2017387.500000 Penalty: 4806.293945
	Iteration 34Q: 3 clusters Score -2017388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2017391.375000 Penalty: 4806.293945
	Iteration 35Q: 3 clusters Score -2017391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2017416.250000 Penalty: 4806.293945
	Iteration 36Q: 3 clusters Score -2017416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2017433.750000 Penalty: 4806.293945
	Iteration 37Q: 3 clusters Score -2017434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2017445.750000 Penalty: 4806.293945
	Iteration 38Q: 3 clusters Score -2017446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2017461.875000 Penalty: 4806.293945
	Iteration 39Q: 3 clusters Score -2017462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2017473.125000 Penalty: 4806.293945
	Iteration 40F: 3 clusters Score -2017473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2017481.250000 Penalty: 4806.293945
	Iteration 41Q: 3 clusters Score -2017481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2017490.625000 Penalty: 4806.293945
	Iteration 42Q: 3 clusters Score -2017491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2017506.125000 Penalty: 4806.293945
	Iteration 43Q: 3 clusters Score -2017506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2017503.250000 Penalty: 4806.293945
	Iteration 44Q: 3 clusters Score -2017503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2017512.250000 Penalty: 4806.293945
	Iteration 45Q: 3 clusters Score -2017512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2017519.250000 Penalty: 4806.293945
	Iteration 46Q: 3 clusters Score -2017519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2017519.375000 Penalty: 4806.293945
	Iteration 47Q: 3 clusters Score -2017519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2017527.250000 Penalty: 4806.293945
	Iteration 48Q: 3 clusters Score -2017527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2017537.250000 Penalty: 4806.293945
	Iteration 49Q: 3 clusters Score -2017537 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2017549.750000 Penalty: 4806.293945
	Iteration 50Q: 3 clusters Score -2017550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2017552.500000 Penalty: 4806.293945
	Iteration 51Q: 3 clusters Score -2017552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2017561.125000 Penalty: 4806.293945
	Iteration 52Q: 3 clusters Score -2017561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2017567.875000 Penalty: 4806.293945
	Iteration 53Q: 3 clusters Score -2017568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2017569.875000 Penalty: 4806.293945
	Iteration 54Q: 3 clusters Score -2017570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2017583.500000 Penalty: 4806.293945
	Iteration 55Q: 3 clusters Score -2017584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2017592.250000 Penalty: 4806.293945
	Iteration 56Q: 3 clusters Score -2017592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2017598.000000 Penalty: 4806.293945
	Iteration 57Q: 3 clusters Score -2017598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2017604.250000 Penalty: 4806.293945
	Iteration 58Q: 3 clusters Score -2017604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2017619.500000 Penalty: 4806.293945
	Iteration 59Q: 3 clusters Score -2017620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2017625.000000 Penalty: 4806.293945
	Iteration 60F: 3 clusters Score -2017625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2017630.375000 Penalty: 4806.293945
	Iteration 61Q: 3 clusters Score -2017630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2017637.125000 Penalty: 4806.293945
	Iteration 62Q: 3 clusters Score -2017637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2017638.750000 Penalty: 4806.293945
	Iteration 63Q: 3 clusters Score -2017639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2017639.375000 Penalty: 4806.293945
	Iteration 64Q: 3 clusters Score -2017639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2017648.500000 Penalty: 4806.293945
	Iteration 65Q: 3 clusters Score -2017648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2017649.750000 Penalty: 4806.293945
	Iteration 66Q: 3 clusters Score -2017650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2017653.000000 Penalty: 4806.293945
	Iteration 67Q: 3 clusters Score -2017653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2017655.625000 Penalty: 4806.293945
	Iteration 68Q: 3 clusters Score -2017656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2017659.125000 Penalty: 4806.293945
	Iteration 69Q: 3 clusters Score -2017659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2017661.875000 Penalty: 4806.293945
	Iteration 70Q: 3 clusters Score -2017662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2017666.125000 Penalty: 4806.293945
	Iteration 71Q: 3 clusters Score -2017666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2017669.750000 Penalty: 4806.293945
	Iteration 72Q: 3 clusters Score -2017670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2017673.750000 Penalty: 4806.293945
	Iteration 73Q: 3 clusters Score -2017674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2017675.750000 Penalty: 4806.293945
	Iteration 74Q: 3 clusters Score -2017676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2017671.500000 Penalty: 4806.293945
	Iteration 75Q: 3 clusters Score -2017672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2017676.500000 Penalty: 4806.293945
	Iteration 76Q: 3 clusters Score -2017676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2017677.375000 Penalty: 4806.293945
	Iteration 77Q: 3 clusters Score -2017677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2017678.500000 Penalty: 4806.293945
	Iteration 78Q: 3 clusters Score -2017678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2017677.750000 Penalty: 4806.293945
	Iteration 79Q: 3 clusters Score -2017678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2017677.750000 Penalty: 4806.293945
	Iteration 80F: 3 clusters Score -2017678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Entering Unmasked Estep 
Score: -3818061.250000 Penalty: 2559.603027
	Iteration 0F: 2 clusters Score -3818061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3797412.750000 Penalty: 5119.206055
	Iteration 0F: 3 clusters Score -3797413 nChanged 13614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3805084.000000 Penalty: 5119.206055
	Iteration 1F: 3 clusters Score -3805084 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3805937.750000 Penalty: 5119.206055
	Iteration 2F: 3 clusters Score -3805938 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3806984.000000 Penalty: 5119.206055
	Iteration 3F: 3 clusters Score -3806984 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3808067.750000 Penalty: 5119.206055
	Iteration 4F: 3 clusters Score -3808068 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3809128.000000 Penalty: 5119.206055
	Iteration 5F: 3 clusters Score -3809128 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3810287.500000 Penalty: 5119.206055
	Iteration 6F: 3 clusters Score -3810288 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3811335.000000 Penalty: 5119.206055
	Iteration 7F: 3 clusters Score -3811335 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3812208.250000 Penalty: 5119.206055
	Iteration 8Q: 3 clusters Score -3812208 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3812928.250000 Penalty: 5119.206055
	Iteration 9Q: 3 clusters Score -3812928 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3813521.250000 Penalty: 5119.206055
	Iteration 10Q: 3 clusters Score -3813521 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3813994.000000 Penalty: 5119.206055
	Iteration 11Q: 3 clusters Score -3813994 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3814410.750000 Penalty: 5119.206055
	Iteration 12Q: 3 clusters Score -3814411 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3814748.000000 Penalty: 5119.206055
	Iteration 13Q: 3 clusters Score -3814748 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3815066.500000 Penalty: 5119.206055
	Iteration 14Q: 3 clusters Score -3815066 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3815322.500000 Penalty: 5119.206055
	Iteration 15Q: 3 clusters Score -3815322 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3815523.750000 Penalty: 5119.206055
	Iteration 16Q: 3 clusters Score -3815524 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3815722.250000 Penalty: 5119.206055
	Iteration 17Q: 3 clusters Score -3815722 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3815951.500000 Penalty: 5119.206055
	Iteration 18Q: 3 clusters Score -3815952 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3816131.500000 Penalty: 5119.206055
	Iteration 19Q: 3 clusters Score -3816132 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3816269.000000 Penalty: 5119.206055
	Iteration 20F: 3 clusters Score -3816269 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3816369.000000 Penalty: 5119.206055
	Iteration 21Q: 3 clusters Score -3816369 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3816467.750000 Penalty: 5119.206055
	Iteration 22Q: 3 clusters Score -3816468 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3816557.000000 Penalty: 5119.206055
	Iteration 23Q: 3 clusters Score -3816557 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3816643.250000 Penalty: 5119.206055
	Iteration 24Q: 3 clusters Score -3816643 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3816714.000000 Penalty: 5119.206055
	Iteration 25Q: 3 clusters Score -3816714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3816760.500000 Penalty: 5119.206055
	Iteration 26Q: 3 clusters Score -3816760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3816801.500000 Penalty: 5119.206055
	Iteration 27Q: 3 clusters Score -3816802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3816839.750000 Penalty: 5119.206055
	Iteration 28Q: 3 clusters Score -3816840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3816860.500000 Penalty: 5119.206055
	Iteration 29Q: 3 clusters Score -3816860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3816877.250000 Penalty: 5119.206055
	Iteration 30Q: 3 clusters Score -3816877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3816897.500000 Penalty: 5119.206055
	Iteration 31Q: 3 clusters Score -3816898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3816907.500000 Penalty: 5119.206055
	Iteration 32Q: 3 clusters Score -3816908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3816923.750000 Penalty: 5119.206055
	Iteration 33Q: 3 clusters Score -3816924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3816929.500000 Penalty: 5119.206055
	Iteration 34Q: 3 clusters Score -3816930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3816938.500000 Penalty: 5119.206055
	Iteration 35Q: 3 clusters Score -3816938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3816945.250000 Penalty: 5119.206055
	Iteration 36Q: 3 clusters Score -3816945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3816943.000000 Penalty: 5119.206055
	Iteration 37Q: 3 clusters Score -3816943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3816949.500000 Penalty: 5119.206055
	Iteration 38Q: 3 clusters Score -3816950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3816950.250000 Penalty: 5119.206055
	Iteration 39Q: 3 clusters Score -3816950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3816956.250000 Penalty: 5119.206055
	Iteration 40F: 3 clusters Score -3816956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3816960.250000 Penalty: 5119.206055
	Iteration 41Q: 3 clusters Score -3816960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3816958.250000 Penalty: 5119.206055
	Iteration 42Q: 3 clusters Score -3816958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3816959.750000 Penalty: 5119.206055
	Iteration 43Q: 3 clusters Score -3816960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3816960.250000 Penalty: 5119.206055
	Iteration 44Q: 3 clusters Score -3816960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3816959.000000 Penalty: 5119.206055
	Iteration 45Q: 3 clusters Score -3816959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3816959.000000 Penalty: 5119.206055
	Iteration 46F: 3 clusters Score -3816959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Entering Unmasked Estep 
Score: -1554597.500000 Penalty: 2347.469482
	Iteration 0F: 2 clusters Score -1554598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1545049.375000 Penalty: 4694.938965
	Iteration 0F: 3 clusters Score -1545049 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1547986.500000 Penalty: 4694.938965
	Iteration 1F: 3 clusters Score -1547986 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1548428.375000 Penalty: 4694.938965
	Iteration 2F: 3 clusters Score -1548428 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1548848.750000 Penalty: 4694.938965
	Iteration 3F: 3 clusters Score -1548849 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1549251.250000 Penalty: 4694.938965
	Iteration 4F: 3 clusters Score -1549251 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1549588.375000 Penalty: 4694.938965
	Iteration 5Q: 3 clusters Score -1549588 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1549908.000000 Penalty: 4694.938965
	Iteration 6Q: 3 clusters Score -1549908 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1550215.375000 Penalty: 4694.938965
	Iteration 7Q: 3 clusters Score -1550215 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1550464.500000 Penalty: 4694.938965
	Iteration 8Q: 3 clusters Score -1550464 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1550707.500000 Penalty: 4694.938965
	Iteration 9Q: 3 clusters Score -1550708 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1550918.000000 Penalty: 4694.938965
	Iteration 10Q: 3 clusters Score -1550918 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1551125.750000 Penalty: 4694.938965
	Iteration 11Q: 3 clusters Score -1551126 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1551367.625000 Penalty: 4694.938965
	Iteration 12Q: 3 clusters Score -1551368 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1551631.875000 Penalty: 4694.938965
	Iteration 13Q: 3 clusters Score -1551632 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1551933.500000 Penalty: 4694.938965
	Iteration 14Q: 3 clusters Score -1551934 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1552207.250000 Penalty: 4694.938965
	Iteration 15Q: 3 clusters Score -1552207 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1552385.750000 Penalty: 4694.938965
	Iteration 16Q: 3 clusters Score -1552386 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1552483.875000 Penalty: 4694.938965
	Iteration 17Q: 3 clusters Score -1552484 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1552550.250000 Penalty: 4694.938965
	Iteration 18Q: 3 clusters Score -1552550 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1552589.250000 Penalty: 4694.938965
	Iteration 19Q: 3 clusters Score -1552589 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1552623.500000 Penalty: 4694.938965
	Iteration 20F: 3 clusters Score -1552624 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1552660.625000 Penalty: 4694.938965
	Iteration 21Q: 3 clusters Score -1552661 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1552701.625000 Penalty: 4694.938965
	Iteration 22Q: 3 clusters Score -1552702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1552740.875000 Penalty: 4694.938965
	Iteration 23Q: 3 clusters Score -1552741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1552777.875000 Penalty: 4694.938965
	Iteration 24Q: 3 clusters Score -1552778 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1552812.750000 Penalty: 4694.938965
	Iteration 25Q: 3 clusters Score -1552813 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1552851.625000 Penalty: 4694.938965
	Iteration 26Q: 3 clusters Score -1552852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1552888.125000 Penalty: 4694.938965
	Iteration 27Q: 3 clusters Score -1552888 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1552911.375000 Penalty: 4694.938965
	Iteration 28Q: 3 clusters Score -1552911 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1552954.125000 Penalty: 4694.938965
	Iteration 29Q: 3 clusters Score -1552954 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1552979.625000 Penalty: 4694.938965
	Iteration 30Q: 3 clusters Score -1552980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1553007.750000 Penalty: 4694.938965
	Iteration 31Q: 3 clusters Score -1553008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1553023.625000 Penalty: 4694.938965
	Iteration 32Q: 3 clusters Score -1553024 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1553050.250000 Penalty: 4694.938965
	Iteration 33Q: 3 clusters Score -1553050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1553081.375000 Penalty: 4694.938965
	Iteration 34Q: 3 clusters Score -1553081 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1553114.625000 Penalty: 4694.938965
	Iteration 35Q: 3 clusters Score -1553115 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1553146.000000 Penalty: 4694.938965
	Iteration 36Q: 3 clusters Score -1553146 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1553182.250000 Penalty: 4694.938965
	Iteration 37Q: 3 clusters Score -1553182 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1553202.250000 Penalty: 4694.938965
	Iteration 38Q: 3 clusters Score -1553202 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1553238.750000 Penalty: 4694.938965
	Iteration 39Q: 3 clusters Score -1553239 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1553266.750000 Penalty: 4694.938965
	Iteration 40F: 3 clusters Score -1553267 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1553290.500000 Penalty: 4694.938965
	Iteration 41Q: 3 clusters Score -1553290 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1553299.625000 Penalty: 4694.938965
	Iteration 42Q: 3 clusters Score -1553300 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1553326.000000 Penalty: 4694.938965
	Iteration 43Q: 3 clusters Score -1553326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1553340.750000 Penalty: 4694.938965
	Iteration 44Q: 3 clusters Score -1553341 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1553362.375000 Penalty: 4694.938965
	Iteration 45Q: 3 clusters Score -1553362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1553388.000000 Penalty: 4694.938965
	Iteration 46Q: 3 clusters Score -1553388 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1553413.750000 Penalty: 4694.938965
	Iteration 47Q: 3 clusters Score -1553414 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1553431.125000 Penalty: 4694.938965
	Iteration 48Q: 3 clusters Score -1553431 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1553462.125000 Penalty: 4694.938965
	Iteration 49Q: 3 clusters Score -1553462 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1553481.750000 Penalty: 4694.938965
	Iteration 50Q: 3 clusters Score -1553482 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1553515.000000 Penalty: 4694.938965
	Iteration 51Q: 3 clusters Score -1553515 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1553537.125000 Penalty: 4694.938965
	Iteration 52Q: 3 clusters Score -1553537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1553558.500000 Penalty: 4694.938965
	Iteration 53Q: 3 clusters Score -1553558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1553575.750000 Penalty: 4694.938965
	Iteration 54Q: 3 clusters Score -1553576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1553592.375000 Penalty: 4694.938965
	Iteration 55Q: 3 clusters Score -1553592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1553617.750000 Penalty: 4694.938965
	Iteration 56Q: 3 clusters Score -1553618 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1553648.250000 Penalty: 4694.938965
	Iteration 57Q: 3 clusters Score -1553648 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1553695.500000 Penalty: 4694.938965
	Iteration 58Q: 3 clusters Score -1553696 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1553775.625000 Penalty: 4694.938965
	Iteration 59Q: 3 clusters Score -1553776 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1553887.625000 Penalty: 4694.938965
	Iteration 60F: 3 clusters Score -1553888 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1554016.625000 Penalty: 4694.938965
	Iteration 61Q: 3 clusters Score -1554017 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1554158.375000 Penalty: 4694.938965
	Iteration 62Q: 3 clusters Score -1554158 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1554292.250000 Penalty: 4694.938965
	Iteration 63Q: 3 clusters Score -1554292 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1554457.500000 Penalty: 4694.938965
	Iteration 64Q: 3 clusters Score -1554458 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1554627.250000 Penalty: 4694.938965
	Iteration 65Q: 3 clusters Score -1554627 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1554746.125000 Penalty: 4694.938965
	Iteration 66Q: 3 clusters Score -1554746 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1554797.750000 Penalty: 4694.938965
	Iteration 67Q: 3 clusters Score -1554798 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1554843.000000 Penalty: 4694.938965
	Iteration 68Q: 3 clusters Score -1554843 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1554853.500000 Penalty: 4694.938965
	Iteration 69Q: 3 clusters Score -1554854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1554859.875000 Penalty: 4694.938965
	Iteration 70Q: 3 clusters Score -1554860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1554863.625000 Penalty: 4694.938965
	Iteration 71Q: 3 clusters Score -1554864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1554867.000000 Penalty: 4694.938965
	Iteration 72Q: 3 clusters Score -1554867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1554871.500000 Penalty: 4694.938965
	Iteration 73Q: 3 clusters Score -1554872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1554875.875000 Penalty: 4694.938965
	Iteration 74Q: 3 clusters Score -1554876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1554877.500000 Penalty: 4694.938965
	Iteration 75Q: 3 clusters Score -1554878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1554879.000000 Penalty: 4694.938965
	Iteration 76Q: 3 clusters Score -1554879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1554881.250000 Penalty: 4694.938965
	Iteration 77Q: 3 clusters Score -1554881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1554883.500000 Penalty: 4694.938965
	Iteration 78Q: 3 clusters Score -1554884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1554881.375000 Penalty: 4694.938965
	Iteration 79Q: 3 clusters Score -1554881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1554885.000000 Penalty: 4694.938965
	Iteration 80F: 3 clusters Score -1554885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1554882.125000 Penalty: 4694.938965
	Iteration 81Q: 3 clusters Score -1554882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1554884.500000 Penalty: 4694.938965
	Iteration 82Q: 3 clusters Score -1554884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1554884.500000 Penalty: 4694.938965
	Iteration 83F: 3 clusters Score -1554884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 16222 members 
Mstep: Class 4 contains 284140 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43214 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 30363 members 
Mstep: Class 12 contains 7075 members 
Mstep: Class 13 contains 53037 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39651 members 
Mstep: Class 16 contains 106576 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9156 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12023 members 
Mstep: Class 21 contains 45711 members 
Mstep: Class 22 contains 15158 members 
Mstep: Class 23 contains 73727 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 77988 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153003 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 5833 members 
Entering Unmasked Estep 
Score: -157742512.000000 Penalty: 111509.140625
Splitting cluster 12 changes total score from -157743440.000000 to -157742512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (53037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Entering Unmasked Estep 
Score: -6847041.000000 Penalty: 2697.928711
	Iteration 0F: 2 clusters Score -6847041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -6811295.500000 Penalty: 5395.857422
	Iteration 0F: 3 clusters Score -6811296 nChanged 24640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -6825133.000000 Penalty: 5395.857422
	Iteration 1F: 3 clusters Score -6825133 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -6825802.500000 Penalty: 5395.857422
	Iteration 2Q: 3 clusters Score -6825802 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -6826679.500000 Penalty: 5395.857422
	Iteration 3Q: 3 clusters Score -6826680 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -6827880.000000 Penalty: 5395.857422
	Iteration 4Q: 3 clusters Score -6827880 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -6829705.500000 Penalty: 5395.857422
	Iteration 5F: 3 clusters Score -6829706 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -6832183.500000 Penalty: 5395.857422
	Iteration 6F: 3 clusters Score -6832184 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -6835266.500000 Penalty: 5395.857422
	Iteration 7F: 3 clusters Score -6835266 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -6838520.500000 Penalty: 5395.857422
	Iteration 8F: 3 clusters Score -6838520 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -6841258.000000 Penalty: 5395.857422
	Iteration 9Q: 3 clusters Score -6841258 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -6843535.500000 Penalty: 5395.857422
	Iteration 10Q: 3 clusters Score -6843536 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -6844773.500000 Penalty: 5395.857422
	Iteration 11Q: 3 clusters Score -6844774 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -6845348.500000 Penalty: 5395.857422
	Iteration 12Q: 3 clusters Score -6845348 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -6845581.500000 Penalty: 5395.857422
	Iteration 13Q: 3 clusters Score -6845582 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -6845711.500000 Penalty: 5395.857422
	Iteration 14Q: 3 clusters Score -6845712 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -6845780.000000 Penalty: 5395.857422
	Iteration 15Q: 3 clusters Score -6845780 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -6845799.000000 Penalty: 5395.857422
	Iteration 16Q: 3 clusters Score -6845799 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -6845836.500000 Penalty: 5395.857422
	Iteration 17Q: 3 clusters Score -6845836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -6845852.000000 Penalty: 5395.857422
	Iteration 18Q: 3 clusters Score -6845852 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -6845859.000000 Penalty: 5395.857422
	Iteration 19Q: 3 clusters Score -6845859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -6845860.000000 Penalty: 5395.857422
	Iteration 20F: 3 clusters Score -6845860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -6845868.000000 Penalty: 5395.857422
	Iteration 21Q: 3 clusters Score -6845868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6845864.500000 Penalty: 5395.857422
	Iteration 22Q: 3 clusters Score -6845864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -6845878.000000 Penalty: 5395.857422
	Iteration 23Q: 3 clusters Score -6845878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -6845897.000000 Penalty: 5395.857422
	Iteration 24Q: 3 clusters Score -6845897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6845898.000000 Penalty: 5395.857422
	Iteration 25Q: 3 clusters Score -6845898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -6845891.500000 Penalty: 5395.857422
	Iteration 26Q: 3 clusters Score -6845892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6845895.000000 Penalty: 5395.857422
	Iteration 27Q: 3 clusters Score -6845895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -6845899.500000 Penalty: 5395.857422
	Iteration 28Q: 3 clusters Score -6845900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -6845897.500000 Penalty: 5395.857422
	Iteration 29Q: 3 clusters Score -6845898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -6845905.000000 Penalty: 5395.857422
	Iteration 30Q: 3 clusters Score -6845905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -6845909.000000 Penalty: 5395.857422
	Iteration 31Q: 3 clusters Score -6845909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -6845905.500000 Penalty: 5395.857422
	Iteration 32Q: 3 clusters Score -6845906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -6845905.000000 Penalty: 5395.857422
	Iteration 33Q: 3 clusters Score -6845905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -6845908.500000 Penalty: 5395.857422
	Iteration 34Q: 3 clusters Score -6845908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -6845915.000000 Penalty: 5395.857422
	Iteration 35Q: 3 clusters Score -6845915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -6845916.500000 Penalty: 5395.857422
	Iteration 36Q: 3 clusters Score -6845916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -6845912.500000 Penalty: 5395.857422
	Iteration 37Q: 3 clusters Score -6845912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -6845913.500000 Penalty: 5395.857422
	Iteration 38Q: 3 clusters Score -6845914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6845911.000000 Penalty: 5395.857422
	Iteration 39Q: 3 clusters Score -6845911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -6845916.500000 Penalty: 5395.857422
	Iteration 40F: 3 clusters Score -6845916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -6845921.500000 Penalty: 5395.857422
	Iteration 41Q: 3 clusters Score -6845922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6845919.500000 Penalty: 5395.857422
	Iteration 42Q: 3 clusters Score -6845920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -6845922.500000 Penalty: 5395.857422
	Iteration 43Q: 3 clusters Score -6845922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -6845924.500000 Penalty: 5395.857422
	Iteration 44Q: 3 clusters Score -6845924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -6845920.000000 Penalty: 5395.857422
	Iteration 45Q: 3 clusters Score -6845920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -6845920.000000 Penalty: 5395.857422
	Iteration 46Q: 3 clusters Score -6845920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -6845922.000000 Penalty: 5395.857422
	Iteration 47Q: 3 clusters Score -6845922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -6845926.000000 Penalty: 5395.857422
	Iteration 48Q: 3 clusters Score -6845926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -6845923.500000 Penalty: 5395.857422
	Iteration 49Q: 3 clusters Score -6845924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -6845926.500000 Penalty: 5395.857422
	Iteration 50Q: 3 clusters Score -6845926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -6845925.000000 Penalty: 5395.857422
	Iteration 51Q: 3 clusters Score -6845925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -6845931.500000 Penalty: 5395.857422
	Iteration 52Q: 3 clusters Score -6845932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -6845931.000000 Penalty: 5395.857422
	Iteration 53Q: 3 clusters Score -6845931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -6845931.500000 Penalty: 5395.857422
	Iteration 54Q: 3 clusters Score -6845932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -6845936.000000 Penalty: 5395.857422
	Iteration 55Q: 3 clusters Score -6845936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -6845933.500000 Penalty: 5395.857422
	Iteration 56Q: 3 clusters Score -6845934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -6845933.500000 Penalty: 5395.857422
	Iteration 57F: 3 clusters Score -6845934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104402 members 
Entering Unmasked Estep 
Score: -13134583.000000 Penalty: 2865.889160
	Iteration 0F: 2 clusters Score -1.313458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -13065271.000000 Penalty: 5731.778320
	Iteration 0F: 3 clusters Score -1.306527e+07 nChanged 49295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -13092977.000000 Penalty: 5731.778320
	Iteration 1F: 3 clusters Score -1.309298e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -13093580.000000 Penalty: 5731.778320
	Iteration 2Q: 3 clusters Score -1.309358e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -13094220.000000 Penalty: 5731.778320
	Iteration 3Q: 3 clusters Score -1.309422e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -13094917.000000 Penalty: 5731.778320
	Iteration 4Q: 3 clusters Score -1.309492e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -13095632.000000 Penalty: 5731.778320
	Iteration 5Q: 3 clusters Score -1.309563e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -13096637.000000 Penalty: 5731.778320
	Iteration 6Q: 3 clusters Score -1.309664e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -13097944.000000 Penalty: 5731.778320
	Iteration 7Q: 3 clusters Score -1.309794e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -13099609.000000 Penalty: 5731.778320
	Iteration 8Q: 3 clusters Score -1.309961e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -13102209.000000 Penalty: 5731.778320
	Iteration 9Q: 3 clusters Score -1.310221e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -13106118.000000 Penalty: 5731.778320
	Iteration 10F: 3 clusters Score -1.310612e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -13111360.000000 Penalty: 5731.778320
	Iteration 11F: 3 clusters Score -1.311136e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -13116590.000000 Penalty: 5731.778320
	Iteration 12F: 3 clusters Score -1.311659e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 88205 members 
Entering Unmasked Estep 
Score: -13121115.000000 Penalty: 5731.778320
	Iteration 13F: 3 clusters Score -1.312112e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -13124860.000000 Penalty: 5731.778320
	Iteration 14Q: 3 clusters Score -1.312486e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 95973 members 
Entering Unmasked Estep 
Score: -13127641.000000 Penalty: 5731.778320
	Iteration 15Q: 3 clusters Score -1.312764e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -13129678.000000 Penalty: 5731.778320
	Iteration 16Q: 3 clusters Score -1.312968e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -13130952.000000 Penalty: 5731.778320
	Iteration 17Q: 3 clusters Score -1.313095e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 100845 members 
Entering Unmasked Estep 
Score: -13131725.000000 Penalty: 5731.778320
	Iteration 18Q: 3 clusters Score -1.313172e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 101408 members 
Entering Unmasked Estep 
Score: -13132166.000000 Penalty: 5731.778320
	Iteration 19Q: 3 clusters Score -1.313217e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 101751 members 
Entering Unmasked Estep 
Score: -13132417.000000 Penalty: 5731.778320
	Iteration 20F: 3 clusters Score -1.313242e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 101984 members 
Entering Unmasked Estep 
Score: -13132543.000000 Penalty: 5731.778320
	Iteration 21Q: 3 clusters Score -1.313254e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -13132643.000000 Penalty: 5731.778320
	Iteration 22Q: 3 clusters Score -1.313264e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 102352 members 
Entering Unmasked Estep 
Score: -13132710.000000 Penalty: 5731.778320
	Iteration 23Q: 3 clusters Score -1.313271e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 102440 members 
Entering Unmasked Estep 
Score: -13132731.000000 Penalty: 5731.778320
	Iteration 24Q: 3 clusters Score -1.313273e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 102506 members 
Entering Unmasked Estep 
Score: -13132735.000000 Penalty: 5731.778320
	Iteration 25Q: 3 clusters Score -1.313274e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 102553 members 
Entering Unmasked Estep 
Score: -13132762.000000 Penalty: 5731.778320
	Iteration 26Q: 3 clusters Score -1.313276e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 102586 members 
Entering Unmasked Estep 
Score: -13132782.000000 Penalty: 5731.778320
	Iteration 27Q: 3 clusters Score -1.313278e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -13132795.000000 Penalty: 5731.778320
	Iteration 28Q: 3 clusters Score -1.31328e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -13132790.000000 Penalty: 5731.778320
	Iteration 29Q: 3 clusters Score -1.313279e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 102664 members 
Entering Unmasked Estep 
Score: -13132813.000000 Penalty: 5731.778320
	Iteration 30Q: 3 clusters Score -1.313281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -13132806.000000 Penalty: 5731.778320
	Iteration 31Q: 3 clusters Score -1.313281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 102708 members 
Entering Unmasked Estep 
Score: -13132827.000000 Penalty: 5731.778320
	Iteration 32Q: 3 clusters Score -1.313283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 102728 members 
Entering Unmasked Estep 
Score: -13132822.000000 Penalty: 5731.778320
	Iteration 33Q: 3 clusters Score -1.313282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 102741 members 
Entering Unmasked Estep 
Score: -13132827.000000 Penalty: 5731.778320
	Iteration 34Q: 3 clusters Score -1.313283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 102753 members 
Entering Unmasked Estep 
Score: -13132832.000000 Penalty: 5731.778320
	Iteration 35Q: 3 clusters Score -1.313283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 102763 members 
Entering Unmasked Estep 
Score: -13132831.000000 Penalty: 5731.778320
	Iteration 36Q: 3 clusters Score -1.313283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 102771 members 
Entering Unmasked Estep 
Score: -13132841.000000 Penalty: 5731.778320
	Iteration 37Q: 3 clusters Score -1.313284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 102782 members 
Entering Unmasked Estep 
Score: -13132847.000000 Penalty: 5731.778320
	Iteration 38Q: 3 clusters Score -1.313285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 102793 members 
Entering Unmasked Estep 
Score: -13132845.000000 Penalty: 5731.778320
	Iteration 39Q: 3 clusters Score -1.313284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 102803 members 
Entering Unmasked Estep 
Score: -13132840.000000 Penalty: 5731.778320
	Iteration 40F: 3 clusters Score -1.313284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 102810 members 
Entering Unmasked Estep 
Score: -13132834.000000 Penalty: 5731.778320
	Iteration 41Q: 3 clusters Score -1.313283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 102812 members 
Entering Unmasked Estep 
Score: -13132835.000000 Penalty: 5731.778320
	Iteration 42Q: 3 clusters Score -1.313284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -13132837.000000 Penalty: 5731.778320
	Iteration 43Q: 3 clusters Score -1.313284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -13132837.000000 Penalty: 5731.778320
	Iteration 44F: 3 clusters Score -1.313284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Entering Unmasked Estep 
Score: -4825550.500000 Penalty: 2625.792236
	Iteration 0F: 2 clusters Score -4825550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4798600.500000 Penalty: 5251.584473
	Iteration 0F: 3 clusters Score -4798600 nChanged 18154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -4808900.500000 Penalty: 5251.584473
	Iteration 1F: 3 clusters Score -4808900 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -4809724.000000 Penalty: 5251.584473
	Iteration 2Q: 3 clusters Score -4809724 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -4810705.000000 Penalty: 5251.584473
	Iteration 3F: 3 clusters Score -4810705 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -4811964.500000 Penalty: 5251.584473
	Iteration 4F: 3 clusters Score -4811964 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -4813555.000000 Penalty: 5251.584473
	Iteration 5F: 3 clusters Score -4813555 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -4815549.500000 Penalty: 5251.584473
	Iteration 6F: 3 clusters Score -4815550 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4817793.000000 Penalty: 5251.584473
	Iteration 7F: 3 clusters Score -4817793 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -4819737.500000 Penalty: 5251.584473
	Iteration 8F: 3 clusters Score -4819738 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -4821251.000000 Penalty: 5251.584473
	Iteration 9Q: 3 clusters Score -4821251 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4822236.500000 Penalty: 5251.584473
	Iteration 10Q: 3 clusters Score -4822236 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -4822794.500000 Penalty: 5251.584473
	Iteration 11Q: 3 clusters Score -4822794 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -4823162.500000 Penalty: 5251.584473
	Iteration 12Q: 3 clusters Score -4823162 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -4823403.500000 Penalty: 5251.584473
	Iteration 13Q: 3 clusters Score -4823404 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -4823536.000000 Penalty: 5251.584473
	Iteration 14Q: 3 clusters Score -4823536 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -4823614.000000 Penalty: 5251.584473
	Iteration 15Q: 3 clusters Score -4823614 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4823680.500000 Penalty: 5251.584473
	Iteration 16Q: 3 clusters Score -4823680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -4823729.000000 Penalty: 5251.584473
	Iteration 17Q: 3 clusters Score -4823729 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -4823762.500000 Penalty: 5251.584473
	Iteration 18Q: 3 clusters Score -4823762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -4823824.500000 Penalty: 5251.584473
	Iteration 19Q: 3 clusters Score -4823824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -4823852.000000 Penalty: 5251.584473
	Iteration 20F: 3 clusters Score -4823852 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -4823873.500000 Penalty: 5251.584473
	Iteration 21Q: 3 clusters Score -4823874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -4823906.000000 Penalty: 5251.584473
	Iteration 22Q: 3 clusters Score -4823906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -4823927.500000 Penalty: 5251.584473
	Iteration 23Q: 3 clusters Score -4823928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -4823948.000000 Penalty: 5251.584473
	Iteration 24Q: 3 clusters Score -4823948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -4823953.000000 Penalty: 5251.584473
	Iteration 25Q: 3 clusters Score -4823953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -4823961.500000 Penalty: 5251.584473
	Iteration 26Q: 3 clusters Score -4823962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -4823966.500000 Penalty: 5251.584473
	Iteration 27Q: 3 clusters Score -4823966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -4823976.500000 Penalty: 5251.584473
	Iteration 28Q: 3 clusters Score -4823976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -4823987.000000 Penalty: 5251.584473
	Iteration 29Q: 3 clusters Score -4823987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -4823993.000000 Penalty: 5251.584473
	Iteration 30Q: 3 clusters Score -4823993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -4824003.500000 Penalty: 5251.584473
	Iteration 31Q: 3 clusters Score -4824004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -4824002.000000 Penalty: 5251.584473
	Iteration 32Q: 3 clusters Score -4824002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -4824007.500000 Penalty: 5251.584473
	Iteration 33Q: 3 clusters Score -4824008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -4824016.500000 Penalty: 5251.584473
	Iteration 34Q: 3 clusters Score -4824016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -4824017.500000 Penalty: 5251.584473
	Iteration 35Q: 3 clusters Score -4824018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -4824017.500000 Penalty: 5251.584473
	Iteration 36Q: 3 clusters Score -4824018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -4824031.500000 Penalty: 5251.584473
	Iteration 37Q: 3 clusters Score -4824032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -4824035.000000 Penalty: 5251.584473
	Iteration 38Q: 3 clusters Score -4824035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -4824039.500000 Penalty: 5251.584473
	Iteration 39Q: 3 clusters Score -4824040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -4824041.000000 Penalty: 5251.584473
	Iteration 40F: 3 clusters Score -4824041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4824040.500000 Penalty: 5251.584473
	Iteration 41Q: 3 clusters Score -4824040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -4824041.500000 Penalty: 5251.584473
	Iteration 42Q: 3 clusters Score -4824042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -4824051.500000 Penalty: 5251.584473
	Iteration 43Q: 3 clusters Score -4824052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -4824062.000000 Penalty: 5251.584473
	Iteration 44Q: 3 clusters Score -4824062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -4824061.000000 Penalty: 5251.584473
	Iteration 45Q: 3 clusters Score -4824061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -4824063.000000 Penalty: 5251.584473
	Iteration 46Q: 3 clusters Score -4824063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -4824061.500000 Penalty: 5251.584473
	Iteration 47Q: 3 clusters Score -4824062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -4824067.000000 Penalty: 5251.584473
	Iteration 48Q: 3 clusters Score -4824067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -4824063.000000 Penalty: 5251.584473
	Iteration 49Q: 3 clusters Score -4824063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -4824066.500000 Penalty: 5251.584473
	Iteration 50Q: 3 clusters Score -4824066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -4824079.500000 Penalty: 5251.584473
	Iteration 51Q: 3 clusters Score -4824080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -4824080.000000 Penalty: 5251.584473
	Iteration 52Q: 3 clusters Score -4824080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -4824093.000000 Penalty: 5251.584473
	Iteration 53Q: 3 clusters Score -4824093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -4824108.500000 Penalty: 5251.584473
	Iteration 54Q: 3 clusters Score -4824108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -4824134.500000 Penalty: 5251.584473
	Iteration 55Q: 3 clusters Score -4824134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -4824154.500000 Penalty: 5251.584473
	Iteration 56Q: 3 clusters Score -4824154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -4824187.000000 Penalty: 5251.584473
	Iteration 57Q: 3 clusters Score -4824187 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -4824210.000000 Penalty: 5251.584473
	Iteration 58Q: 3 clusters Score -4824210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -4824247.000000 Penalty: 5251.584473
	Iteration 59Q: 3 clusters Score -4824247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -4824289.000000 Penalty: 5251.584473
	Iteration 60F: 3 clusters Score -4824289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -4824304.000000 Penalty: 5251.584473
	Iteration 61Q: 3 clusters Score -4824304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -4824325.500000 Penalty: 5251.584473
	Iteration 62Q: 3 clusters Score -4824326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -4824335.000000 Penalty: 5251.584473
	Iteration 63Q: 3 clusters Score -4824335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -4824345.500000 Penalty: 5251.584473
	Iteration 64Q: 3 clusters Score -4824346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -4824349.000000 Penalty: 5251.584473
	Iteration 65Q: 3 clusters Score -4824349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -4824346.500000 Penalty: 5251.584473
	Iteration 66Q: 3 clusters Score -4824346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -4824345.000000 Penalty: 5251.584473
	Iteration 67Q: 3 clusters Score -4824345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -4824346.500000 Penalty: 5251.584473
	Iteration 68Q: 3 clusters Score -4824346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -4824344.000000 Penalty: 5251.584473
	Iteration 69Q: 3 clusters Score -4824344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -4824346.500000 Penalty: 5251.584473
	Iteration 70Q: 3 clusters Score -4824346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -4824343.000000 Penalty: 5251.584473
	Iteration 71Q: 3 clusters Score -4824343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -4824343.000000 Penalty: 5251.584473
	Iteration 72F: 3 clusters Score -4824343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (106576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106576 members 
Entering Unmasked Estep 
Score: -13513042.000000 Penalty: 2871.000244
	Iteration 0F: 2 clusters Score -1.351304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -13442046.000000 Penalty: 5742.000488
	Iteration 0F: 3 clusters Score -1.344205e+07 nChanged 50272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -13470417.000000 Penalty: 5742.000488
	Iteration 1F: 3 clusters Score -1.347042e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -13471119.000000 Penalty: 5742.000488
	Iteration 2Q: 3 clusters Score -1.347112e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -13471930.000000 Penalty: 5742.000488
	Iteration 3Q: 3 clusters Score -1.347193e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -13473004.000000 Penalty: 5742.000488
	Iteration 4Q: 3 clusters Score -1.3473e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -13474830.000000 Penalty: 5742.000488
	Iteration 5Q: 3 clusters Score -1.347483e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -13478020.000000 Penalty: 5742.000488
	Iteration 6F: 3 clusters Score -1.347802e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -13483348.000000 Penalty: 5742.000488
	Iteration 7F: 3 clusters Score -1.348335e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85118 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -13490785.000000 Penalty: 5742.000488
	Iteration 8F: 3 clusters Score -1.349078e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -13498784.000000 Penalty: 5742.000488
	Iteration 9F: 3 clusters Score -1.349878e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -13504783.000000 Penalty: 5742.000488
	Iteration 10F: 3 clusters Score -1.350478e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103353 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -13508124.000000 Penalty: 5742.000488
	Iteration 11Q: 3 clusters Score -1.350812e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105040 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -13509531.000000 Penalty: 5742.000488
	Iteration 12Q: 3 clusters Score -1.350953e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105698 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13510029.000000 Penalty: 5742.000488
	Iteration 13Q: 3 clusters Score -1.351003e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105951 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -13510270.000000 Penalty: 5742.000488
	Iteration 14Q: 3 clusters Score -1.351027e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -13510383.000000 Penalty: 5742.000488
	Iteration 15Q: 3 clusters Score -1.351038e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106140 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -13510443.000000 Penalty: 5742.000488
	Iteration 16Q: 3 clusters Score -1.351044e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106173 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -13510465.000000 Penalty: 5742.000488
	Iteration 17Q: 3 clusters Score -1.351046e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106200 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13510513.000000 Penalty: 5742.000488
	Iteration 18Q: 3 clusters Score -1.351051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13510545.000000 Penalty: 5742.000488
	Iteration 19Q: 3 clusters Score -1.351054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106218 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -13510567.000000 Penalty: 5742.000488
	Iteration 20F: 3 clusters Score -1.351057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106225 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13510584.000000 Penalty: 5742.000488
	Iteration 21Q: 3 clusters Score -1.351058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106229 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -13510596.000000 Penalty: 5742.000488
	Iteration 22Q: 3 clusters Score -1.35106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106229 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -13510608.000000 Penalty: 5742.000488
	Iteration 23Q: 3 clusters Score -1.351061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106230 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13510609.000000 Penalty: 5742.000488
	Iteration 24Q: 3 clusters Score -1.351061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106230 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13510609.000000 Penalty: 5742.000488
	Iteration 25F: 3 clusters Score -1.351061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -276610.218750 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -276610.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -273828.875000 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -273828.9 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -274772.531250 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -274772.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -275500.500000 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -275500.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -276161.531250 Penalty: 3852.142822
	Iteration 3F: 3 clusters Score -276161.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -276681.125000 Penalty: 3852.142822
	Iteration 4F: 3 clusters Score -276681.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -277124.250000 Penalty: 3852.142822
	Iteration 5F: 3 clusters Score -277124.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -277366.843750 Penalty: 3852.142822
	Iteration 6Q: 3 clusters Score -277366.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -277488.468750 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -277488.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -277547.593750 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -277547.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -277553.531250 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -277553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -277554.000000 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -277554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -277554.000000 Penalty: 3852.142822
	Iteration 11F: 3 clusters Score -277554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 16222 members 
Mstep: Class 4 contains 284140 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43214 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 30363 members 
Mstep: Class 12 contains 12908 members 
Mstep: Class 13 contains 53037 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39651 members 
Mstep: Class 16 contains 106576 members 
Mstep: Class 17 contains 865 members 
Mstep: Class 18 contains 9156 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12023 members 
Mstep: Class 21 contains 45711 members 
Mstep: Class 22 contains 15158 members 
Mstep: Class 23 contains 73727 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 77988 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153003 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 1495 members 
Entering Unmasked Estep 
Score: -157742944.000000 Penalty: 111509.140625
Splitting cluster 17 changes total score from -157743440.000000 to -157742944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Entering Unmasked Estep 
Score: -1133934.125000 Penalty: 2262.296875
	Iteration 0F: 2 clusters Score -1133934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1126793.625000 Penalty: 4524.593750
	Iteration 0F: 3 clusters Score -1126794 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1128917.500000 Penalty: 4524.593750
	Iteration 1F: 3 clusters Score -1128918 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1129272.375000 Penalty: 4524.593750
	Iteration 2F: 3 clusters Score -1129272 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1129532.750000 Penalty: 4524.593750
	Iteration 3F: 3 clusters Score -1129533 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1129722.250000 Penalty: 4524.593750
	Iteration 4Q: 3 clusters Score -1129722 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1129897.250000 Penalty: 4524.593750
	Iteration 5Q: 3 clusters Score -1129897 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1130044.250000 Penalty: 4524.593750
	Iteration 6Q: 3 clusters Score -1130044 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1130166.000000 Penalty: 4524.593750
	Iteration 7Q: 3 clusters Score -1130166 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1130298.250000 Penalty: 4524.593750
	Iteration 8Q: 3 clusters Score -1130298 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1130450.625000 Penalty: 4524.593750
	Iteration 9Q: 3 clusters Score -1130451 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1130599.375000 Penalty: 4524.593750
	Iteration 10Q: 3 clusters Score -1130599 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1130786.250000 Penalty: 4524.593750
	Iteration 11Q: 3 clusters Score -1130786 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1131068.000000 Penalty: 4524.593750
	Iteration 12Q: 3 clusters Score -1131068 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1131467.375000 Penalty: 4524.593750
	Iteration 13Q: 3 clusters Score -1131467 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1131847.000000 Penalty: 4524.593750
	Iteration 14Q: 3 clusters Score -1131847 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1132156.375000 Penalty: 4524.593750
	Iteration 15Q: 3 clusters Score -1132156 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1132359.750000 Penalty: 4524.593750
	Iteration 16Q: 3 clusters Score -1132360 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1132468.000000 Penalty: 4524.593750
	Iteration 17Q: 3 clusters Score -1132468 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1132519.125000 Penalty: 4524.593750
	Iteration 18Q: 3 clusters Score -1132519 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1132560.500000 Penalty: 4524.593750
	Iteration 19Q: 3 clusters Score -1132560 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1132592.250000 Penalty: 4524.593750
	Iteration 20F: 3 clusters Score -1132592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1132616.875000 Penalty: 4524.593750
	Iteration 21Q: 3 clusters Score -1132617 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1132633.125000 Penalty: 4524.593750
	Iteration 22Q: 3 clusters Score -1132633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1132648.125000 Penalty: 4524.593750
	Iteration 23Q: 3 clusters Score -1132648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1132664.625000 Penalty: 4524.593750
	Iteration 24Q: 3 clusters Score -1132665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1132680.375000 Penalty: 4524.593750
	Iteration 25Q: 3 clusters Score -1132680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1132693.625000 Penalty: 4524.593750
	Iteration 26Q: 3 clusters Score -1132694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1132704.625000 Penalty: 4524.593750
	Iteration 27Q: 3 clusters Score -1132705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1132722.000000 Penalty: 4524.593750
	Iteration 28Q: 3 clusters Score -1132722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1132741.000000 Penalty: 4524.593750
	Iteration 29Q: 3 clusters Score -1132741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1132758.750000 Penalty: 4524.593750
	Iteration 30Q: 3 clusters Score -1132759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1132771.625000 Penalty: 4524.593750
	Iteration 31Q: 3 clusters Score -1132772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1132779.750000 Penalty: 4524.593750
	Iteration 32Q: 3 clusters Score -1132780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1132798.375000 Penalty: 4524.593750
	Iteration 33Q: 3 clusters Score -1132798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1132808.250000 Penalty: 4524.593750
	Iteration 34Q: 3 clusters Score -1132808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1132818.875000 Penalty: 4524.593750
	Iteration 35Q: 3 clusters Score -1132819 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1132828.625000 Penalty: 4524.593750
	Iteration 36Q: 3 clusters Score -1132829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1132840.125000 Penalty: 4524.593750
	Iteration 37Q: 3 clusters Score -1132840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1132853.500000 Penalty: 4524.593750
	Iteration 38Q: 3 clusters Score -1132854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1132862.750000 Penalty: 4524.593750
	Iteration 39Q: 3 clusters Score -1132863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1132876.375000 Penalty: 4524.593750
	Iteration 40F: 3 clusters Score -1132876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1132895.750000 Penalty: 4524.593750
	Iteration 41Q: 3 clusters Score -1132896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1132921.125000 Penalty: 4524.593750
	Iteration 42Q: 3 clusters Score -1132921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1132934.625000 Penalty: 4524.593750
	Iteration 43Q: 3 clusters Score -1132935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1132949.625000 Penalty: 4524.593750
	Iteration 44Q: 3 clusters Score -1132950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1132962.250000 Penalty: 4524.593750
	Iteration 45Q: 3 clusters Score -1132962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1132978.875000 Penalty: 4524.593750
	Iteration 46Q: 3 clusters Score -1132979 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1132996.000000 Penalty: 4524.593750
	Iteration 47Q: 3 clusters Score -1132996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1133011.625000 Penalty: 4524.593750
	Iteration 48Q: 3 clusters Score -1133012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1133025.375000 Penalty: 4524.593750
	Iteration 49Q: 3 clusters Score -1133025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1133039.625000 Penalty: 4524.593750
	Iteration 50Q: 3 clusters Score -1133040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1133047.250000 Penalty: 4524.593750
	Iteration 51Q: 3 clusters Score -1133047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1133055.000000 Penalty: 4524.593750
	Iteration 52Q: 3 clusters Score -1133055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1133059.125000 Penalty: 4524.593750
	Iteration 53Q: 3 clusters Score -1133059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1133061.625000 Penalty: 4524.593750
	Iteration 54Q: 3 clusters Score -1133062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1133065.375000 Penalty: 4524.593750
	Iteration 55Q: 3 clusters Score -1133065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1133066.375000 Penalty: 4524.593750
	Iteration 56Q: 3 clusters Score -1133066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1133071.375000 Penalty: 4524.593750
	Iteration 57Q: 3 clusters Score -1133071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1133072.625000 Penalty: 4524.593750
	Iteration 58Q: 3 clusters Score -1133073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1133076.750000 Penalty: 4524.593750
	Iteration 59Q: 3 clusters Score -1133077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1133079.625000 Penalty: 4524.593750
	Iteration 60F: 3 clusters Score -1133080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1133083.000000 Penalty: 4524.593750
	Iteration 61Q: 3 clusters Score -1133083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1133084.125000 Penalty: 4524.593750
	Iteration 62Q: 3 clusters Score -1133084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1133082.625000 Penalty: 4524.593750
	Iteration 63Q: 3 clusters Score -1133083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1133083.125000 Penalty: 4524.593750
	Iteration 64Q: 3 clusters Score -1133083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1133083.125000 Penalty: 4524.593750
	Iteration 65F: 3 clusters Score -1133083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Entering Unmasked Estep 
Score: -7009866.500000 Penalty: 2701.761475
	Iteration 0F: 2 clusters Score -7009866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -6973574.500000 Penalty: 5403.522949
	Iteration 0F: 3 clusters Score -6973574 nChanged 25006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -6987569.000000 Penalty: 5403.522949
	Iteration 1F: 3 clusters Score -6987569 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -6988163.500000 Penalty: 5403.522949
	Iteration 2Q: 3 clusters Score -6988164 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -6988848.500000 Penalty: 5403.522949
	Iteration 3Q: 3 clusters Score -6988848 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -6989703.000000 Penalty: 5403.522949
	Iteration 4Q: 3 clusters Score -6989703 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -6990881.500000 Penalty: 5403.522949
	Iteration 5Q: 3 clusters Score -6990882 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -6992258.500000 Penalty: 5403.522949
	Iteration 6Q: 3 clusters Score -6992258 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -6993857.000000 Penalty: 5403.522949
	Iteration 7Q: 3 clusters Score -6993857 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -6995657.000000 Penalty: 5403.522949
	Iteration 8F: 3 clusters Score -6995657 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -6997592.000000 Penalty: 5403.522949
	Iteration 9F: 3 clusters Score -6997592 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -6999603.000000 Penalty: 5403.522949
	Iteration 10F: 3 clusters Score -6999603 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -7001602.000000 Penalty: 5403.522949
	Iteration 11F: 3 clusters Score -7001602 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -7003367.500000 Penalty: 5403.522949
	Iteration 12Q: 3 clusters Score -7003368 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -7004833.500000 Penalty: 5403.522949
	Iteration 13Q: 3 clusters Score -7004834 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -7005843.500000 Penalty: 5403.522949
	Iteration 14Q: 3 clusters Score -7005844 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7006505.000000 Penalty: 5403.522949
	Iteration 15Q: 3 clusters Score -7006505 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7006884.500000 Penalty: 5403.522949
	Iteration 16Q: 3 clusters Score -7006884 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7007113.500000 Penalty: 5403.522949
	Iteration 17Q: 3 clusters Score -7007114 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7007253.000000 Penalty: 5403.522949
	Iteration 18Q: 3 clusters Score -7007253 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7007329.000000 Penalty: 5403.522949
	Iteration 19Q: 3 clusters Score -7007329 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7007402.500000 Penalty: 5403.522949
	Iteration 20F: 3 clusters Score -7007402 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7007433.500000 Penalty: 5403.522949
	Iteration 21Q: 3 clusters Score -7007434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7007469.000000 Penalty: 5403.522949
	Iteration 22Q: 3 clusters Score -7007469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7007504.500000 Penalty: 5403.522949
	Iteration 23Q: 3 clusters Score -7007504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7007526.000000 Penalty: 5403.522949
	Iteration 24Q: 3 clusters Score -7007526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7007553.000000 Penalty: 5403.522949
	Iteration 25Q: 3 clusters Score -7007553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7007564.500000 Penalty: 5403.522949
	Iteration 26Q: 3 clusters Score -7007564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7007585.000000 Penalty: 5403.522949
	Iteration 27Q: 3 clusters Score -7007585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7007586.500000 Penalty: 5403.522949
	Iteration 28Q: 3 clusters Score -7007586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7007597.000000 Penalty: 5403.522949
	Iteration 29Q: 3 clusters Score -7007597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7007600.000000 Penalty: 5403.522949
	Iteration 30Q: 3 clusters Score -7007600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7007606.500000 Penalty: 5403.522949
	Iteration 31Q: 3 clusters Score -7007606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7007609.000000 Penalty: 5403.522949
	Iteration 32Q: 3 clusters Score -7007609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7007618.500000 Penalty: 5403.522949
	Iteration 33Q: 3 clusters Score -7007618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7007620.500000 Penalty: 5403.522949
	Iteration 34Q: 3 clusters Score -7007620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7007626.500000 Penalty: 5403.522949
	Iteration 35Q: 3 clusters Score -7007626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7007624.000000 Penalty: 5403.522949
	Iteration 36Q: 3 clusters Score -7007624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7007625.000000 Penalty: 5403.522949
	Iteration 37Q: 3 clusters Score -7007625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7007624.000000 Penalty: 5403.522949
	Iteration 38Q: 3 clusters Score -7007624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7007624.000000 Penalty: 5403.522949
	Iteration 39F: 3 clusters Score -7007624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Entering Unmasked Estep 
Score: -1578056.625000 Penalty: 2329.854980
	Iteration 0F: 2 clusters Score -1578057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1569121.750000 Penalty: 4659.709961
	Iteration 0F: 3 clusters Score -1569122 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1571762.500000 Penalty: 4659.709961
	Iteration 1F: 3 clusters Score -1571762 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1572062.875000 Penalty: 4659.709961
	Iteration 2F: 3 clusters Score -1572063 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1572282.625000 Penalty: 4659.709961
	Iteration 3Q: 3 clusters Score -1572283 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1572425.125000 Penalty: 4659.709961
	Iteration 4Q: 3 clusters Score -1572425 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1572550.375000 Penalty: 4659.709961
	Iteration 5Q: 3 clusters Score -1572550 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1572686.125000 Penalty: 4659.709961
	Iteration 6Q: 3 clusters Score -1572686 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1572832.125000 Penalty: 4659.709961
	Iteration 7Q: 3 clusters Score -1572832 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1573008.250000 Penalty: 4659.709961
	Iteration 8Q: 3 clusters Score -1573008 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1573233.500000 Penalty: 4659.709961
	Iteration 9Q: 3 clusters Score -1573234 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1573537.250000 Penalty: 4659.709961
	Iteration 10Q: 3 clusters Score -1573537 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1573904.625000 Penalty: 4659.709961
	Iteration 11Q: 3 clusters Score -1573905 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1574324.000000 Penalty: 4659.709961
	Iteration 12Q: 3 clusters Score -1574324 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1574782.375000 Penalty: 4659.709961
	Iteration 13Q: 3 clusters Score -1574782 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1575140.500000 Penalty: 4659.709961
	Iteration 14Q: 3 clusters Score -1575140 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1575400.125000 Penalty: 4659.709961
	Iteration 15Q: 3 clusters Score -1575400 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1575586.125000 Penalty: 4659.709961
	Iteration 16Q: 3 clusters Score -1575586 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1575714.625000 Penalty: 4659.709961
	Iteration 17Q: 3 clusters Score -1575715 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1575808.875000 Penalty: 4659.709961
	Iteration 18Q: 3 clusters Score -1575809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1575868.500000 Penalty: 4659.709961
	Iteration 19Q: 3 clusters Score -1575868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1575905.875000 Penalty: 4659.709961
	Iteration 20F: 3 clusters Score -1575906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1575935.750000 Penalty: 4659.709961
	Iteration 21Q: 3 clusters Score -1575936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1575959.375000 Penalty: 4659.709961
	Iteration 22Q: 3 clusters Score -1575959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1575979.000000 Penalty: 4659.709961
	Iteration 23Q: 3 clusters Score -1575979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1575987.625000 Penalty: 4659.709961
	Iteration 24Q: 3 clusters Score -1575988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1575991.500000 Penalty: 4659.709961
	Iteration 25Q: 3 clusters Score -1575992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1576004.375000 Penalty: 4659.709961
	Iteration 26Q: 3 clusters Score -1576004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1576010.250000 Penalty: 4659.709961
	Iteration 27Q: 3 clusters Score -1576010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1576022.375000 Penalty: 4659.709961
	Iteration 28Q: 3 clusters Score -1576022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1576029.250000 Penalty: 4659.709961
	Iteration 29Q: 3 clusters Score -1576029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1576034.000000 Penalty: 4659.709961
	Iteration 30Q: 3 clusters Score -1576034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1576035.500000 Penalty: 4659.709961
	Iteration 31Q: 3 clusters Score -1576036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1576039.750000 Penalty: 4659.709961
	Iteration 32Q: 3 clusters Score -1576040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1576040.500000 Penalty: 4659.709961
	Iteration 33Q: 3 clusters Score -1576040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1576042.750000 Penalty: 4659.709961
	Iteration 34Q: 3 clusters Score -1576043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1576042.375000 Penalty: 4659.709961
	Iteration 35Q: 3 clusters Score -1576042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1576043.375000 Penalty: 4659.709961
	Iteration 36Q: 3 clusters Score -1576043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1576043.375000 Penalty: 4659.709961
	Iteration 37F: 3 clusters Score -1576043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Entering Unmasked Estep 
Score: -5934904.000000 Penalty: 2661.063232
	Iteration 0F: 2 clusters Score -5934904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -5903838.500000 Penalty: 5322.126465
	Iteration 0F: 3 clusters Score -5903838 nChanged 21124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -5915639.500000 Penalty: 5322.126465
	Iteration 1F: 3 clusters Score -5915640 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -5916256.000000 Penalty: 5322.126465
	Iteration 2Q: 3 clusters Score -5916256 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -5916898.000000 Penalty: 5322.126465
	Iteration 3Q: 3 clusters Score -5916898 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -5917514.000000 Penalty: 5322.126465
	Iteration 4Q: 3 clusters Score -5917514 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -5918240.000000 Penalty: 5322.126465
	Iteration 5Q: 3 clusters Score -5918240 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -5919123.500000 Penalty: 5322.126465
	Iteration 6Q: 3 clusters Score -5919124 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -5920098.500000 Penalty: 5322.126465
	Iteration 7Q: 3 clusters Score -5920098 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -5921395.500000 Penalty: 5322.126465
	Iteration 8Q: 3 clusters Score -5921396 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -5923056.500000 Penalty: 5322.126465
	Iteration 9F: 3 clusters Score -5923056 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -5925088.500000 Penalty: 5322.126465
	Iteration 10F: 3 clusters Score -5925088 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -5927487.500000 Penalty: 5322.126465
	Iteration 11Q: 3 clusters Score -5927488 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -5929363.500000 Penalty: 5322.126465
	Iteration 12Q: 3 clusters Score -5929364 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -5930236.000000 Penalty: 5322.126465
	Iteration 13Q: 3 clusters Score -5930236 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -5930605.500000 Penalty: 5322.126465
	Iteration 14Q: 3 clusters Score -5930606 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -5930752.500000 Penalty: 5322.126465
	Iteration 15Q: 3 clusters Score -5930752 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -5930839.000000 Penalty: 5322.126465
	Iteration 16Q: 3 clusters Score -5930839 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -5930906.000000 Penalty: 5322.126465
	Iteration 17Q: 3 clusters Score -5930906 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -5930961.000000 Penalty: 5322.126465
	Iteration 18Q: 3 clusters Score -5930961 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -5931002.000000 Penalty: 5322.126465
	Iteration 19Q: 3 clusters Score -5931002 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -5931046.000000 Penalty: 5322.126465
	Iteration 20F: 3 clusters Score -5931046 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5931044 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5931066 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5931091 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5931088 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5931116 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5931127 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5931135 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5931152 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5931162 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5931160 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5931168 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5931166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5931170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5931162 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5931162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5931168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5931170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5931171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5931183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5931195 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5931206 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5931208 nChanged 27
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Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5931213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5931206 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5931208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5931203 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 33658 members 
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	Iteration 47Q: 3 clusters Score -5931206 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5931210 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 33608 members 
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	Iteration 49Q: 3 clusters Score -5931210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 33582 members 
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	Iteration 50Q: 3 clusters Score -5931206 nChanged 37
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Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5931209 nChanged 46
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Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 33501 members 
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	Iteration 52Q: 3 clusters Score -5931203 nChanged 49
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Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5931222 nChanged 56
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Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5931222 nChanged 60
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Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5931217 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5931238 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 33210 members 
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	Iteration 57Q: 3 clusters Score -5931236 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5931249 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 33100 members 
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	Iteration 59Q: 3 clusters Score -5931245 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5931246 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 32977 members 
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	Iteration 61Q: 3 clusters Score -5931257 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5931265 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5931270 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5931280 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 32622 members 
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	Iteration 65Q: 3 clusters Score -5931289 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5931322 nChanged 151
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Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 32342 members 
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	Iteration 67Q: 3 clusters Score -5931348 nChanged 160
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Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5931378 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5931398 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5931448 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5931444 nChanged 226
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Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5931496 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5931538 nChanged 260
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Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5931572 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5931626 nChanged 295
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Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5931686 nChanged 286
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Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 30058 members 
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	Iteration 77Q: 3 clusters Score -5931737 nChanged 271
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Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 29787 members 
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	Iteration 78Q: 3 clusters Score -5931785 nChanged 283
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5931844 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5931897 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 28920 members 
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	Iteration 81Q: 3 clusters Score -5931993 nChanged 321
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Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5932062 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5932128 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5932234 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5932342 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5932410 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5932474 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5932546 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5932624 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5932662 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 25803 members 
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	Iteration 91Q: 3 clusters Score -5932710 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -5932739.500000 Penalty: 5322.126465
	Iteration 92Q: 3 clusters Score -5932740 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5932790 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5932786 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5932792 nChanged 155
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Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5932815 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -5932812.500000 Penalty: 5322.126465
	Iteration 97Q: 3 clusters Score -5932812 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -5932814.500000 Penalty: 5322.126465
	Iteration 98Q: 3 clusters Score -5932814 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5932838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -5932842.500000 Penalty: 5322.126465
	Iteration 100F: 3 clusters Score -5932842 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5932847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5932840 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -5932828.000000 Penalty: 5322.126465
	Iteration 103Q: 3 clusters Score -5932828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5932838 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -5932843.000000 Penalty: 5322.126465
	Iteration 105Q: 3 clusters Score -5932843 nChanged 35
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Mstep: Class 1 contains 21654 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5932851 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5932859 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5932870 nChanged 25
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Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5932877 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5932868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5932868 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5932872 nChanged 24
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Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -5932876.500000 Penalty: 5322.126465
	Iteration 113Q: 3 clusters Score -5932876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -5932875.500000 Penalty: 5322.126465
	Iteration 114Q: 3 clusters Score -5932876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -5932874.500000 Penalty: 5322.126465
	Iteration 115Q: 3 clusters Score -5932874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -5932877.500000 Penalty: 5322.126465
	Iteration 116Q: 3 clusters Score -5932878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -5932879.000000 Penalty: 5322.126465
	Iteration 117Q: 3 clusters Score -5932879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -5932876.500000 Penalty: 5322.126465
	Iteration 118Q: 3 clusters Score -5932876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -5932870.000000 Penalty: 5322.126465
	Iteration 119Q: 3 clusters Score -5932870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -5932869.000000 Penalty: 5322.126465
	Iteration 120F: 3 clusters Score -5932869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -5932871.000000 Penalty: 5322.126465
	Iteration 121Q: 3 clusters Score -5932871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -5932875.000000 Penalty: 5322.126465
	Iteration 122Q: 3 clusters Score -5932875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -5932877.500000 Penalty: 5322.126465
	Iteration 123Q: 3 clusters Score -5932878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -5932879.500000 Penalty: 5322.126465
	Iteration 124Q: 3 clusters Score -5932880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -5932883.000000 Penalty: 5322.126465
	Iteration 125Q: 3 clusters Score -5932883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -5932884.500000 Penalty: 5322.126465
	Iteration 126Q: 3 clusters Score -5932884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -5932881.000000 Penalty: 5322.126465
	Iteration 127Q: 3 clusters Score -5932881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -5932884.000000 Penalty: 5322.126465
	Iteration 128Q: 3 clusters Score -5932884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -5932884.000000 Penalty: 5322.126465
	Iteration 129Q: 3 clusters Score -5932884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -5932884.000000 Penalty: 5322.126465
	Iteration 130Q: 3 clusters Score -5932884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -5932887.500000 Penalty: 5322.126465
	Iteration 131Q: 3 clusters Score -5932888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -5932888.000000 Penalty: 5322.126465
	Iteration 132Q: 3 clusters Score -5932888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -5932879.000000 Penalty: 5322.126465
	Iteration 133Q: 3 clusters Score -5932879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -5932882.500000 Penalty: 5322.126465
	Iteration 134Q: 3 clusters Score -5932882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -5932871.500000 Penalty: 5322.126465
	Iteration 135Q: 3 clusters Score -5932872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -5932869.500000 Penalty: 5322.126465
	Iteration 136Q: 3 clusters Score -5932870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -5932872.000000 Penalty: 5322.126465
	Iteration 137Q: 3 clusters Score -5932872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -5932865.500000 Penalty: 5322.126465
	Iteration 138Q: 3 clusters Score -5932866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -5932869.500000 Penalty: 5322.126465
	Iteration 139Q: 3 clusters Score -5932870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -5932871.000000 Penalty: 5322.126465
	Iteration 140F: 3 clusters Score -5932871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -5932864.500000 Penalty: 5322.126465
	Iteration 141Q: 3 clusters Score -5932864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -5932870.000000 Penalty: 5322.126465
	Iteration 142Q: 3 clusters Score -5932870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -5932876.000000 Penalty: 5322.126465
	Iteration 143Q: 3 clusters Score -5932876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -5932881.000000 Penalty: 5322.126465
	Iteration 144Q: 3 clusters Score -5932881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -5932876.500000 Penalty: 5322.126465
	Iteration 145Q: 3 clusters Score -5932876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -5932876.500000 Penalty: 5322.126465
	Iteration 146F: 3 clusters Score -5932876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Entering Unmasked Estep 
Score: -1813728.875000 Penalty: 2387.318359
	Iteration 0F: 2 clusters Score -1813729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1802714.750000 Penalty: 4774.636719
	Iteration 0F: 3 clusters Score -1802715 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1806478 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1807012.250000 Penalty: 4774.636719
	Iteration 2F: 3 clusters Score -1807012 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1807476.625000 Penalty: 4774.636719
	Iteration 3F: 3 clusters Score -1807477 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1807962.625000 Penalty: 4774.636719
	Iteration 4F: 3 clusters Score -1807963 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1808455.125000 Penalty: 4774.636719
	Iteration 5F: 3 clusters Score -1808455 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1808945.500000 Penalty: 4774.636719
	Iteration 6F: 3 clusters Score -1808946 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1809321.000000 Penalty: 4774.636719
	Iteration 7Q: 3 clusters Score -1809321 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1809598.875000 Penalty: 4774.636719
	Iteration 8Q: 3 clusters Score -1809599 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1809835.125000 Penalty: 4774.636719
	Iteration 9Q: 3 clusters Score -1809835 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1810069.875000 Penalty: 4774.636719
	Iteration 10Q: 3 clusters Score -1810070 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1810295.750000 Penalty: 4774.636719
	Iteration 11Q: 3 clusters Score -1810296 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1810509.250000 Penalty: 4774.636719
	Iteration 12Q: 3 clusters Score -1810509 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1810688.625000 Penalty: 4774.636719
	Iteration 13Q: 3 clusters Score -1810689 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1810871.125000 Penalty: 4774.636719
	Iteration 14Q: 3 clusters Score -1810871 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1811009.250000 Penalty: 4774.636719
	Iteration 15Q: 3 clusters Score -1811009 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1811126.625000 Penalty: 4774.636719
	Iteration 16Q: 3 clusters Score -1811127 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1811201.250000 Penalty: 4774.636719
	Iteration 17Q: 3 clusters Score -1811201 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1811240.875000 Penalty: 4774.636719
	Iteration 18Q: 3 clusters Score -1811241 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1811271.625000 Penalty: 4774.636719
	Iteration 19Q: 3 clusters Score -1811272 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1811293.625000 Penalty: 4774.636719
	Iteration 20F: 3 clusters Score -1811294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1811307.000000 Penalty: 4774.636719
	Iteration 21Q: 3 clusters Score -1811307 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1811322.125000 Penalty: 4774.636719
	Iteration 22Q: 3 clusters Score -1811322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1811342.375000 Penalty: 4774.636719
	Iteration 23Q: 3 clusters Score -1811342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1811360.750000 Penalty: 4774.636719
	Iteration 24Q: 3 clusters Score -1811361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1811372.625000 Penalty: 4774.636719
	Iteration 25Q: 3 clusters Score -1811373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1811375.875000 Penalty: 4774.636719
	Iteration 26Q: 3 clusters Score -1811376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1811386.375000 Penalty: 4774.636719
	Iteration 27Q: 3 clusters Score -1811386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1811393.750000 Penalty: 4774.636719
	Iteration 28Q: 3 clusters Score -1811394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1811398.125000 Penalty: 4774.636719
	Iteration 29Q: 3 clusters Score -1811398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1811403.125000 Penalty: 4774.636719
	Iteration 30Q: 3 clusters Score -1811403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1811410.625000 Penalty: 4774.636719
	Iteration 31Q: 3 clusters Score -1811411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1811418.875000 Penalty: 4774.636719
	Iteration 32Q: 3 clusters Score -1811419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1811424.625000 Penalty: 4774.636719
	Iteration 33Q: 3 clusters Score -1811425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1811431.500000 Penalty: 4774.636719
	Iteration 34Q: 3 clusters Score -1811432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1811436.625000 Penalty: 4774.636719
	Iteration 35Q: 3 clusters Score -1811437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1811443.625000 Penalty: 4774.636719
	Iteration 36Q: 3 clusters Score -1811444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1811454.375000 Penalty: 4774.636719
	Iteration 37Q: 3 clusters Score -1811454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1811462.625000 Penalty: 4774.636719
	Iteration 38Q: 3 clusters Score -1811463 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1811472.375000 Penalty: 4774.636719
	Iteration 39Q: 3 clusters Score -1811472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1811480.625000 Penalty: 4774.636719
	Iteration 40F: 3 clusters Score -1811481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1811485.125000 Penalty: 4774.636719
	Iteration 41Q: 3 clusters Score -1811485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1811496.125000 Penalty: 4774.636719
	Iteration 42Q: 3 clusters Score -1811496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1811510.750000 Penalty: 4774.636719
	Iteration 43Q: 3 clusters Score -1811511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1811517.750000 Penalty: 4774.636719
	Iteration 44Q: 3 clusters Score -1811518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1811531.375000 Penalty: 4774.636719
	Iteration 45Q: 3 clusters Score -1811531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1811543.500000 Penalty: 4774.636719
	Iteration 46Q: 3 clusters Score -1811544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1811552.375000 Penalty: 4774.636719
	Iteration 47Q: 3 clusters Score -1811552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1811560.000000 Penalty: 4774.636719
	Iteration 48Q: 3 clusters Score -1811560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1811568.750000 Penalty: 4774.636719
	Iteration 49Q: 3 clusters Score -1811569 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1811582.625000 Penalty: 4774.636719
	Iteration 50Q: 3 clusters Score -1811583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1811602.125000 Penalty: 4774.636719
	Iteration 51Q: 3 clusters Score -1811602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1811617.250000 Penalty: 4774.636719
	Iteration 52Q: 3 clusters Score -1811617 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1811630.125000 Penalty: 4774.636719
	Iteration 53Q: 3 clusters Score -1811630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1811649.500000 Penalty: 4774.636719
	Iteration 54Q: 3 clusters Score -1811650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1811659.000000 Penalty: 4774.636719
	Iteration 55Q: 3 clusters Score -1811659 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1811683.250000 Penalty: 4774.636719
	Iteration 56Q: 3 clusters Score -1811683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1811700.125000 Penalty: 4774.636719
	Iteration 57Q: 3 clusters Score -1811700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1811717.500000 Penalty: 4774.636719
	Iteration 58Q: 3 clusters Score -1811718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1811728.375000 Penalty: 4774.636719
	Iteration 59Q: 3 clusters Score -1811728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1811736.000000 Penalty: 4774.636719
	Iteration 60F: 3 clusters Score -1811736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1811750.000000 Penalty: 4774.636719
	Iteration 61Q: 3 clusters Score -1811750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1811758.875000 Penalty: 4774.636719
	Iteration 62Q: 3 clusters Score -1811759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1811768.000000 Penalty: 4774.636719
	Iteration 63Q: 3 clusters Score -1811768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1811775.000000 Penalty: 4774.636719
	Iteration 64Q: 3 clusters Score -1811775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1811789.875000 Penalty: 4774.636719
	Iteration 65Q: 3 clusters Score -1811790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1811800.375000 Penalty: 4774.636719
	Iteration 66Q: 3 clusters Score -1811800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1811811.500000 Penalty: 4774.636719
	Iteration 67Q: 3 clusters Score -1811812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1811834.500000 Penalty: 4774.636719
	Iteration 68Q: 3 clusters Score -1811834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1811852.250000 Penalty: 4774.636719
	Iteration 69Q: 3 clusters Score -1811852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1811862.125000 Penalty: 4774.636719
	Iteration 70Q: 3 clusters Score -1811862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1811869.625000 Penalty: 4774.636719
	Iteration 71Q: 3 clusters Score -1811870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1811888.000000 Penalty: 4774.636719
	Iteration 72Q: 3 clusters Score -1811888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1811899.375000 Penalty: 4774.636719
	Iteration 73Q: 3 clusters Score -1811899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1811908.875000 Penalty: 4774.636719
	Iteration 74Q: 3 clusters Score -1811909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1811919.750000 Penalty: 4774.636719
	Iteration 75Q: 3 clusters Score -1811920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1811931.125000 Penalty: 4774.636719
	Iteration 76Q: 3 clusters Score -1811931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1811942.500000 Penalty: 4774.636719
	Iteration 77Q: 3 clusters Score -1811942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1811955.375000 Penalty: 4774.636719
	Iteration 78Q: 3 clusters Score -1811955 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1811972.125000 Penalty: 4774.636719
	Iteration 79Q: 3 clusters Score -1811972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1811979.000000 Penalty: 4774.636719
	Iteration 80F: 3 clusters Score -1811979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1811988.500000 Penalty: 4774.636719
	Iteration 81Q: 3 clusters Score -1811988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1811995.000000 Penalty: 4774.636719
	Iteration 82Q: 3 clusters Score -1811995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1811998.875000 Penalty: 4774.636719
	Iteration 83Q: 3 clusters Score -1811999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1812006.250000 Penalty: 4774.636719
	Iteration 84Q: 3 clusters Score -1812006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1812009.875000 Penalty: 4774.636719
	Iteration 85Q: 3 clusters Score -1812010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1812014.875000 Penalty: 4774.636719
	Iteration 86Q: 3 clusters Score -1812015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1812025.000000 Penalty: 4774.636719
	Iteration 87Q: 3 clusters Score -1812025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1812029.875000 Penalty: 4774.636719
	Iteration 88Q: 3 clusters Score -1812030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1812034.125000 Penalty: 4774.636719
	Iteration 89Q: 3 clusters Score -1812034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1812034.000000 Penalty: 4774.636719
	Iteration 90Q: 3 clusters Score -1812034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1812039.625000 Penalty: 4774.636719
	Iteration 91Q: 3 clusters Score -1812040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1812042.250000 Penalty: 4774.636719
	Iteration 92Q: 3 clusters Score -1812042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1812044.625000 Penalty: 4774.636719
	Iteration 93Q: 3 clusters Score -1812045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1812049.500000 Penalty: 4774.636719
	Iteration 94Q: 3 clusters Score -1812050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1812053.000000 Penalty: 4774.636719
	Iteration 95Q: 3 clusters Score -1812053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1812055.250000 Penalty: 4774.636719
	Iteration 96Q: 3 clusters Score -1812055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1812054.625000 Penalty: 4774.636719
	Iteration 97Q: 3 clusters Score -1812055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1812053.500000 Penalty: 4774.636719
	Iteration 98Q: 3 clusters Score -1812054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1812055.625000 Penalty: 4774.636719
	Iteration 99Q: 3 clusters Score -1812056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1812055.375000 Penalty: 4774.636719
	Iteration 100F: 3 clusters Score -1812055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1812061.750000 Penalty: 4774.636719
	Iteration 101Q: 3 clusters Score -1812062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1812061.500000 Penalty: 4774.636719
	Iteration 102Q: 3 clusters Score -1812062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1812060.875000 Penalty: 4774.636719
	Iteration 103Q: 3 clusters Score -1812061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1812067.000000 Penalty: 4774.636719
	Iteration 104Q: 3 clusters Score -1812067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1812067.750000 Penalty: 4774.636719
	Iteration 105Q: 3 clusters Score -1812068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1812067.750000 Penalty: 4774.636719
	Iteration 106Q: 3 clusters Score -1812068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1812068.250000 Penalty: 4774.636719
	Iteration 107Q: 3 clusters Score -1812068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1812070.250000 Penalty: 4774.636719
	Iteration 108Q: 3 clusters Score -1812070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1812069.250000 Penalty: 4774.636719
	Iteration 109Q: 3 clusters Score -1812069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1812069.500000 Penalty: 4774.636719
	Iteration 110Q: 3 clusters Score -1812070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1812073.500000 Penalty: 4774.636719
	Iteration 111Q: 3 clusters Score -1812074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1812074.125000 Penalty: 4774.636719
	Iteration 112Q: 3 clusters Score -1812074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1812072.750000 Penalty: 4774.636719
	Iteration 113Q: 3 clusters Score -1812073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1812072.750000 Penalty: 4774.636719
	Iteration 114F: 3 clusters Score -1812073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Entering Unmasked Estep 
Score: -9436026.000000 Penalty: 2779.614746
	Iteration 0F: 2 clusters Score -9436026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -9386438.000000 Penalty: 5559.229492
	Iteration 0F: 3 clusters Score -9386438 nChanged 34492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -9406123.000000 Penalty: 5559.229492
	Iteration 1F: 3 clusters Score -9406123 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -9406749.000000 Penalty: 5559.229492
	Iteration 2Q: 3 clusters Score -9406749 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -9407753.000000 Penalty: 5559.229492
	Iteration 3Q: 3 clusters Score -9407753 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -9409096.000000 Penalty: 5559.229492
	Iteration 4Q: 3 clusters Score -9409096 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -9410929.000000 Penalty: 5559.229492
	Iteration 5F: 3 clusters Score -9410929 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -9413845.000000 Penalty: 5559.229492
	Iteration 6F: 3 clusters Score -9413845 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -9417908.000000 Penalty: 5559.229492
	Iteration 7F: 3 clusters Score -9417908 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -9423242.000000 Penalty: 5559.229492
	Iteration 8F: 3 clusters Score -9423242 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -9428173.000000 Penalty: 5559.229492
	Iteration 9F: 3 clusters Score -9428173 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -9431595.000000 Penalty: 5559.229492
	Iteration 10Q: 3 clusters Score -9431595 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 70446 members 
Entering Unmasked Estep 
Score: -9433338.000000 Penalty: 5559.229492
	Iteration 11Q: 3 clusters Score -9433338 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -9433883.000000 Penalty: 5559.229492
	Iteration 12Q: 3 clusters Score -9433883 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -9434123.000000 Penalty: 5559.229492
	Iteration 13Q: 3 clusters Score -9434123 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -9434257.000000 Penalty: 5559.229492
	Iteration 14Q: 3 clusters Score -9434257 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
Score: -9434329.000000 Penalty: 5559.229492
	Iteration 15Q: 3 clusters Score -9434329 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -9434398.000000 Penalty: 5559.229492
	Iteration 16Q: 3 clusters Score -9434398 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -9434454.000000 Penalty: 5559.229492
	Iteration 17Q: 3 clusters Score -9434454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -9434495.000000 Penalty: 5559.229492
	Iteration 18Q: 3 clusters Score -9434495 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -9434537.000000 Penalty: 5559.229492
	Iteration 19Q: 3 clusters Score -9434537 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -9434542.000000 Penalty: 5559.229492
	Iteration 20F: 3 clusters Score -9434542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 72246 members 
Entering Unmasked Estep 
Score: -9434553.000000 Penalty: 5559.229492
	Iteration 21Q: 3 clusters Score -9434553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 72267 members 
Entering Unmasked Estep 
Score: -9434565.000000 Penalty: 5559.229492
	Iteration 22Q: 3 clusters Score -9434565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -9434553.000000 Penalty: 5559.229492
	Iteration 23Q: 3 clusters Score -9434553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -9434578.000000 Penalty: 5559.229492
	Iteration 24Q: 3 clusters Score -9434578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 72332 members 
Entering Unmasked Estep 
Score: -9434589.000000 Penalty: 5559.229492
	Iteration 25Q: 3 clusters Score -9434589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 72350 members 
Entering Unmasked Estep 
Score: -9434594.000000 Penalty: 5559.229492
	Iteration 26Q: 3 clusters Score -9434594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -9434596.000000 Penalty: 5559.229492
	Iteration 27Q: 3 clusters Score -9434596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 72378 members 
Entering Unmasked Estep 
Score: -9434606.000000 Penalty: 5559.229492
	Iteration 28Q: 3 clusters Score -9434606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 72384 members 
Entering Unmasked Estep 
Score: -9434618.000000 Penalty: 5559.229492
	Iteration 29Q: 3 clusters Score -9434618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -9434618.000000 Penalty: 5559.229492
	Iteration 30Q: 3 clusters Score -9434618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -9434636.000000 Penalty: 5559.229492
	Iteration 31Q: 3 clusters Score -9434636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -9434640.000000 Penalty: 5559.229492
	Iteration 32Q: 3 clusters Score -9434640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -9434651.000000 Penalty: 5559.229492
	Iteration 33Q: 3 clusters Score -9434651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -9434650.000000 Penalty: 5559.229492
	Iteration 34Q: 3 clusters Score -9434650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -9434653.000000 Penalty: 5559.229492
	Iteration 35Q: 3 clusters Score -9434653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -9434660.000000 Penalty: 5559.229492
	Iteration 36Q: 3 clusters Score -9434660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -9434657.000000 Penalty: 5559.229492
	Iteration 37Q: 3 clusters Score -9434657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -9434661.000000 Penalty: 5559.229492
	Iteration 38Q: 3 clusters Score -9434661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -9434664.000000 Penalty: 5559.229492
	Iteration 39Q: 3 clusters Score -9434664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -9434664.000000 Penalty: 5559.229492
	Iteration 40F: 3 clusters Score -9434664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -455394.812500 Penalty: 2037.120239
	Iteration 0F: 2 clusters Score -455394.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -451698.906250 Penalty: 4074.240479
	Iteration 0F: 3 clusters Score -451698.9 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -452464.250000 Penalty: 4074.240479
	Iteration 1F: 3 clusters Score -452464.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -452683.375000 Penalty: 4074.240479
	Iteration 2F: 3 clusters Score -452683.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -452877.937500 Penalty: 4074.240479
	Iteration 3F: 3 clusters Score -452877.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -453054.062500 Penalty: 4074.240479
	Iteration 4F: 3 clusters Score -453054.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -453218.437500 Penalty: 4074.240479
	Iteration 5F: 3 clusters Score -453218.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -453331.218750 Penalty: 4074.240479
	Iteration 6Q: 3 clusters Score -453331.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -453420.500000 Penalty: 4074.240479
	Iteration 7Q: 3 clusters Score -453420.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -453502.281250 Penalty: 4074.240479
	Iteration 8Q: 3 clusters Score -453502.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -453567.000000 Penalty: 4074.240479
	Iteration 9Q: 3 clusters Score -453567 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -453619.593750 Penalty: 4074.240479
	Iteration 10Q: 3 clusters Score -453619.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -453658.031250 Penalty: 4074.240479
	Iteration 11Q: 3 clusters Score -453658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -453691.156250 Penalty: 4074.240479
	Iteration 12Q: 3 clusters Score -453691.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -453727.000000 Penalty: 4074.240479
	Iteration 13Q: 3 clusters Score -453727 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -453757.437500 Penalty: 4074.240479
	Iteration 14Q: 3 clusters Score -453757.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -453783.750000 Penalty: 4074.240479
	Iteration 15Q: 3 clusters Score -453783.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -453807.875000 Penalty: 4074.240479
	Iteration 16Q: 3 clusters Score -453807.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -453821.656250 Penalty: 4074.240479
	Iteration 17Q: 3 clusters Score -453821.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -453835.500000 Penalty: 4074.240479
	Iteration 18Q: 3 clusters Score -453835.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -453847.156250 Penalty: 4074.240479
	Iteration 19Q: 3 clusters Score -453847.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -453856.656250 Penalty: 4074.240479
	Iteration 20F: 3 clusters Score -453856.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -453862.468750 Penalty: 4074.240479
	Iteration 21Q: 3 clusters Score -453862.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -453866.312500 Penalty: 4074.240479
	Iteration 22Q: 3 clusters Score -453866.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -453872.437500 Penalty: 4074.240479
	Iteration 23Q: 3 clusters Score -453872.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -453878.500000 Penalty: 4074.240479
	Iteration 24Q: 3 clusters Score -453878.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -453885.125000 Penalty: 4074.240479
	Iteration 25Q: 3 clusters Score -453885.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -453894.906250 Penalty: 4074.240479
	Iteration 26Q: 3 clusters Score -453894.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -453904.718750 Penalty: 4074.240479
	Iteration 27Q: 3 clusters Score -453904.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -453911.656250 Penalty: 4074.240479
	Iteration 28Q: 3 clusters Score -453911.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -453915.843750 Penalty: 4074.240479
	Iteration 29Q: 3 clusters Score -453915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -453917.937500 Penalty: 4074.240479
	Iteration 30Q: 3 clusters Score -453917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -453920.562500 Penalty: 4074.240479
	Iteration 31Q: 3 clusters Score -453920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -453920.812500 Penalty: 4074.240479
	Iteration 32Q: 3 clusters Score -453920.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -453920.812500 Penalty: 4074.240479
	Iteration 33F: 3 clusters Score -453920.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Entering Unmasked Estep 
Score: -1142096.000000 Penalty: 2270.659180
	Iteration 0F: 2 clusters Score -1142096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1134724.875000 Penalty: 4541.318359
	Iteration 0F: 3 clusters Score -1134725 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1136968.125000 Penalty: 4541.318359
	Iteration 1F: 3 clusters Score -1136968 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1137321.000000 Penalty: 4541.318359
	Iteration 2F: 3 clusters Score -1137321 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1137526.000000 Penalty: 4541.318359
	Iteration 3F: 3 clusters Score -1137526 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1137694.375000 Penalty: 4541.318359
	Iteration 4Q: 3 clusters Score -1137694 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1137865.500000 Penalty: 4541.318359
	Iteration 5Q: 3 clusters Score -1137866 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1138056.500000 Penalty: 4541.318359
	Iteration 6Q: 3 clusters Score -1138056 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1138283.125000 Penalty: 4541.318359
	Iteration 7Q: 3 clusters Score -1138283 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1138544.875000 Penalty: 4541.318359
	Iteration 8Q: 3 clusters Score -1138545 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1138810.625000 Penalty: 4541.318359
	Iteration 9Q: 3 clusters Score -1138811 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1139063.125000 Penalty: 4541.318359
	Iteration 10Q: 3 clusters Score -1139063 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1139310.000000 Penalty: 4541.318359
	Iteration 11Q: 3 clusters Score -1139310 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1139551.625000 Penalty: 4541.318359
	Iteration 12Q: 3 clusters Score -1139552 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1139787.250000 Penalty: 4541.318359
	Iteration 13Q: 3 clusters Score -1139787 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1139990.000000 Penalty: 4541.318359
	Iteration 14Q: 3 clusters Score -1139990 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1140157.875000 Penalty: 4541.318359
	Iteration 15Q: 3 clusters Score -1140158 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1140348.625000 Penalty: 4541.318359
	Iteration 16Q: 3 clusters Score -1140349 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1140506.875000 Penalty: 4541.318359
	Iteration 17Q: 3 clusters Score -1140507 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1140653.750000 Penalty: 4541.318359
	Iteration 18Q: 3 clusters Score -1140654 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1140769.375000 Penalty: 4541.318359
	Iteration 19Q: 3 clusters Score -1140769 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1140847.625000 Penalty: 4541.318359
	Iteration 20F: 3 clusters Score -1140848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1140914.000000 Penalty: 4541.318359
	Iteration 21Q: 3 clusters Score -1140914 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1140968.500000 Penalty: 4541.318359
	Iteration 22Q: 3 clusters Score -1140968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1141020.875000 Penalty: 4541.318359
	Iteration 23Q: 3 clusters Score -1141021 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1141066.375000 Penalty: 4541.318359
	Iteration 24Q: 3 clusters Score -1141066 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1141102.625000 Penalty: 4541.318359
	Iteration 25Q: 3 clusters Score -1141103 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1141133.000000 Penalty: 4541.318359
	Iteration 26Q: 3 clusters Score -1141133 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1141173.625000 Penalty: 4541.318359
	Iteration 27Q: 3 clusters Score -1141174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1141216.250000 Penalty: 4541.318359
	Iteration 28Q: 3 clusters Score -1141216 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1141262.125000 Penalty: 4541.318359
	Iteration 29Q: 3 clusters Score -1141262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1141296.250000 Penalty: 4541.318359
	Iteration 30Q: 3 clusters Score -1141296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1141332.125000 Penalty: 4541.318359
	Iteration 31Q: 3 clusters Score -1141332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1141372.375000 Penalty: 4541.318359
	Iteration 32Q: 3 clusters Score -1141372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1141407.500000 Penalty: 4541.318359
	Iteration 33Q: 3 clusters Score -1141408 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1141451.500000 Penalty: 4541.318359
	Iteration 34Q: 3 clusters Score -1141452 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1141494.500000 Penalty: 4541.318359
	Iteration 35Q: 3 clusters Score -1141494 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1141539.750000 Penalty: 4541.318359
	Iteration 36Q: 3 clusters Score -1141540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1141595.125000 Penalty: 4541.318359
	Iteration 37Q: 3 clusters Score -1141595 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1141650.500000 Penalty: 4541.318359
	Iteration 38Q: 3 clusters Score -1141650 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1141703.750000 Penalty: 4541.318359
	Iteration 39Q: 3 clusters Score -1141704 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1141739.375000 Penalty: 4541.318359
	Iteration 40F: 3 clusters Score -1141739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1141772.000000 Penalty: 4541.318359
	Iteration 41Q: 3 clusters Score -1141772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1141789.750000 Penalty: 4541.318359
	Iteration 42Q: 3 clusters Score -1141790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1141806.250000 Penalty: 4541.318359
	Iteration 43Q: 3 clusters Score -1141806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1141815.750000 Penalty: 4541.318359
	Iteration 44Q: 3 clusters Score -1141816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1141823.250000 Penalty: 4541.318359
	Iteration 45Q: 3 clusters Score -1141823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1141832.750000 Penalty: 4541.318359
	Iteration 46Q: 3 clusters Score -1141833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1141834.750000 Penalty: 4541.318359
	Iteration 47Q: 3 clusters Score -1141835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1141839.000000 Penalty: 4541.318359
	Iteration 48Q: 3 clusters Score -1141839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1141841.000000 Penalty: 4541.318359
	Iteration 49Q: 3 clusters Score -1141841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1141839.125000 Penalty: 4541.318359
	Iteration 50Q: 3 clusters Score -1141839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1141840.500000 Penalty: 4541.318359
	Iteration 51Q: 3 clusters Score -1141840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1141840.500000 Penalty: 4541.318359
	Iteration 52F: 3 clusters Score -1141840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (77988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Entering Unmasked Estep 
Score: -10081076.000000 Penalty: 2793.548828
	Iteration 0F: 2 clusters Score -1.008108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -10028644.000000 Penalty: 5587.097656
	Iteration 0F: 3 clusters Score -1.002864e+07 nChanged 36798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -10049524.000000 Penalty: 5587.097656
	Iteration 1F: 3 clusters Score -1.004952e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -10050382.000000 Penalty: 5587.097656
	Iteration 2Q: 3 clusters Score -1.005038e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -10051697.000000 Penalty: 5587.097656
	Iteration 3Q: 3 clusters Score -1.00517e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -10053774.000000 Penalty: 5587.097656
	Iteration 4F: 3 clusters Score -1.005377e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -10056821.000000 Penalty: 5587.097656
	Iteration 5F: 3 clusters Score -1.005682e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -10061320.000000 Penalty: 5587.097656
	Iteration 6F: 3 clusters Score -1.006132e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -10066514.000000 Penalty: 5587.097656
	Iteration 7F: 3 clusters Score -1.006651e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -10071354.000000 Penalty: 5587.097656
	Iteration 8F: 3 clusters Score -1.007135e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73920 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -10074978.000000 Penalty: 5587.097656
	Iteration 9Q: 3 clusters Score -1.007498e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -10076989.000000 Penalty: 5587.097656
	Iteration 10Q: 3 clusters Score -1.007699e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10077910.000000 Penalty: 5587.097656
	Iteration 11Q: 3 clusters Score -1.007791e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10078295.000000 Penalty: 5587.097656
	Iteration 12Q: 3 clusters Score -1.00783e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77559 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10078453.000000 Penalty: 5587.097656
	Iteration 13Q: 3 clusters Score -1.007845e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77622 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10078532.000000 Penalty: 5587.097656
	Iteration 14Q: 3 clusters Score -1.007853e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10078564.000000 Penalty: 5587.097656
	Iteration 15Q: 3 clusters Score -1.007856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10078596.000000 Penalty: 5587.097656
	Iteration 16Q: 3 clusters Score -1.00786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10078603.000000 Penalty: 5587.097656
	Iteration 17Q: 3 clusters Score -1.00786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10078620.000000 Penalty: 5587.097656
	Iteration 18Q: 3 clusters Score -1.007862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10078625.000000 Penalty: 5587.097656
	Iteration 19Q: 3 clusters Score -1.007862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10078620.000000 Penalty: 5587.097656
	Iteration 20F: 3 clusters Score -1.007862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10078619.000000 Penalty: 5587.097656
	Iteration 21Q: 3 clusters Score -1.007862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10078621.000000 Penalty: 5587.097656
	Iteration 22Q: 3 clusters Score -1.007862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10078621.000000 Penalty: 5587.097656
	Iteration 23F: 3 clusters Score -1.007862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -93646.179688 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -93646.18 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 384 members 
Entering Unmasked Estep 
Score: -91888.250000 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -91888.25 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -92075.921875 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -92075.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -92146.593750 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -92146.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -92181.132812 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -92181.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92215.148438 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -92215.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92230.062500 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -92230.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92251.687500 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -92251.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92258.937500 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -92258.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92274.484375 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -92274.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -92277.515625 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -92277.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92278.617188 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -92278.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -92279.453125 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -92279.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92282.320312 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -92282.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92285.195312 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -92285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92285.195312 Penalty: 3306.810547
	Iteration 14F: 3 clusters Score -92285.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Entering Unmasked Estep 
Score: -699230.687500 Penalty: 2145.930908
	Iteration 0F: 2 clusters Score -699230.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -694301.312500 Penalty: 4291.861816
	Iteration 0F: 3 clusters Score -694301.3 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -695435.875000 Penalty: 4291.861816
	Iteration 1F: 3 clusters Score -695435.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -695685.250000 Penalty: 4291.861816
	Iteration 2F: 3 clusters Score -695685.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -695850.125000 Penalty: 4291.861816
	Iteration 3F: 3 clusters Score -695850.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -695955.125000 Penalty: 4291.861816
	Iteration 4Q: 3 clusters Score -695955.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -696051.375000 Penalty: 4291.861816
	Iteration 5Q: 3 clusters Score -696051.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -696144.812500 Penalty: 4291.861816
	Iteration 6Q: 3 clusters Score -696144.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -696216.250000 Penalty: 4291.861816
	Iteration 7Q: 3 clusters Score -696216.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -696271.625000 Penalty: 4291.861816
	Iteration 8Q: 3 clusters Score -696271.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -696322.062500 Penalty: 4291.861816
	Iteration 9Q: 3 clusters Score -696322.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -696361.625000 Penalty: 4291.861816
	Iteration 10Q: 3 clusters Score -696361.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -696398.625000 Penalty: 4291.861816
	Iteration 11Q: 3 clusters Score -696398.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -696433.562500 Penalty: 4291.861816
	Iteration 12Q: 3 clusters Score -696433.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -696464.625000 Penalty: 4291.861816
	Iteration 13Q: 3 clusters Score -696464.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -696496.687500 Penalty: 4291.861816
	Iteration 14Q: 3 clusters Score -696496.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -696520.937500 Penalty: 4291.861816
	Iteration 15Q: 3 clusters Score -696520.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -696536.812500 Penalty: 4291.861816
	Iteration 16Q: 3 clusters Score -696536.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -696551.437500 Penalty: 4291.861816
	Iteration 17Q: 3 clusters Score -696551.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -696572.437500 Penalty: 4291.861816
	Iteration 18Q: 3 clusters Score -696572.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -696584.250000 Penalty: 4291.861816
	Iteration 19Q: 3 clusters Score -696584.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -696600.562500 Penalty: 4291.861816
	Iteration 20F: 3 clusters Score -696600.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -696610.812500 Penalty: 4291.861816
	Iteration 21Q: 3 clusters Score -696610.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -696621.000000 Penalty: 4291.861816
	Iteration 22Q: 3 clusters Score -696621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -696631.250000 Penalty: 4291.861816
	Iteration 23Q: 3 clusters Score -696631.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -696641.750000 Penalty: 4291.861816
	Iteration 24Q: 3 clusters Score -696641.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -696649.875000 Penalty: 4291.861816
	Iteration 25Q: 3 clusters Score -696649.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -696660.812500 Penalty: 4291.861816
	Iteration 26Q: 3 clusters Score -696660.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -696669.250000 Penalty: 4291.861816
	Iteration 27Q: 3 clusters Score -696669.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -696675.750000 Penalty: 4291.861816
	Iteration 28Q: 3 clusters Score -696675.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -696679.875000 Penalty: 4291.861816
	Iteration 29Q: 3 clusters Score -696679.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -696685.562500 Penalty: 4291.861816
	Iteration 30Q: 3 clusters Score -696685.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -696688.437500 Penalty: 4291.861816
	Iteration 31Q: 3 clusters Score -696688.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -696693.125000 Penalty: 4291.861816
	Iteration 32Q: 3 clusters Score -696693.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -696695.812500 Penalty: 4291.861816
	Iteration 33Q: 3 clusters Score -696695.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -696700.187500 Penalty: 4291.861816
	Iteration 34Q: 3 clusters Score -696700.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -696705.625000 Penalty: 4291.861816
	Iteration 35Q: 3 clusters Score -696705.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -696709.312500 Penalty: 4291.861816
	Iteration 36Q: 3 clusters Score -696709.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -696713.125000 Penalty: 4291.861816
	Iteration 37Q: 3 clusters Score -696713.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -696715.187500 Penalty: 4291.861816
	Iteration 38Q: 3 clusters Score -696715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -696714.750000 Penalty: 4291.861816
	Iteration 39Q: 3 clusters Score -696714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -696715.125000 Penalty: 4291.861816
	Iteration 40F: 3 clusters Score -696715.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (153003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153003 members 
Entering Unmasked Estep 
Score: -19839016.000000 Penalty: 2960.676758
	Iteration 0F: 2 clusters Score -1.983902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76539 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -19738216.000000 Penalty: 5921.353516
	Iteration 0F: 3 clusters Score -1.973822e+07 nChanged 73190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -19781086.000000 Penalty: 5921.353516
	Iteration 1F: 3 clusters Score -1.978109e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77766 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -19782306.000000 Penalty: 5921.353516
	Iteration 2Q: 3 clusters Score -1.978231e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
Score: -19783962.000000 Penalty: 5921.353516
	Iteration 3Q: 3 clusters Score -1.978396e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -19786210.000000 Penalty: 5921.353516
	Iteration 4Q: 3 clusters Score -1.978621e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -19789476.000000 Penalty: 5921.353516
	Iteration 5Q: 3 clusters Score -1.978948e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -19793906.000000 Penalty: 5921.353516
	Iteration 6F: 3 clusters Score -1.979391e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 73330 members 
Entering Unmasked Estep 
Score: -19799712.000000 Penalty: 5921.353516
	Iteration 7F: 3 clusters Score -1.979971e+07 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -19806080.000000 Penalty: 5921.353516
	Iteration 8F: 3 clusters Score -1.980608e+07 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -19811560.000000 Penalty: 5921.353516
	Iteration 9F: 3 clusters Score -1.981156e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79631 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -19814726.000000 Penalty: 5921.353516
	Iteration 10Q: 3 clusters Score -1.981473e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -19816096.000000 Penalty: 5921.353516
	Iteration 11Q: 3 clusters Score -1.98161e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79042 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -19816640.000000 Penalty: 5921.353516
	Iteration 12Q: 3 clusters Score -1.981664e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 74352 members 
Entering Unmasked Estep 
Score: -19817008.000000 Penalty: 5921.353516
	Iteration 13Q: 3 clusters Score -1.981701e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78109 members 
Mstep: Class 2 contains 74894 members 
Entering Unmasked Estep 
Score: -19817248.000000 Penalty: 5921.353516
	Iteration 14Q: 3 clusters Score -1.981725e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -19817510.000000 Penalty: 5921.353516
	Iteration 15Q: 3 clusters Score -1.981751e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -19817906.000000 Penalty: 5921.353516
	Iteration 16Q: 3 clusters Score -1.981791e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -19818280.000000 Penalty: 5921.353516
	Iteration 17Q: 3 clusters Score -1.981828e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -19818742.000000 Penalty: 5921.353516
	Iteration 18Q: 3 clusters Score -1.981874e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 79867 members 
Entering Unmasked Estep 
Score: -19819236.000000 Penalty: 5921.353516
	Iteration 19Q: 3 clusters Score -1.981924e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71582 members 
Mstep: Class 2 contains 81421 members 
Entering Unmasked Estep 
Score: -19819838.000000 Penalty: 5921.353516
	Iteration 20F: 3 clusters Score -1.981984e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -19820356.000000 Penalty: 5921.353516
	Iteration 21Q: 3 clusters Score -1.982036e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 85015 members 
Entering Unmasked Estep 
Score: -19820930.000000 Penalty: 5921.353516
	Iteration 22Q: 3 clusters Score -1.982093e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 86946 members 
Entering Unmasked Estep 
Score: -19821576.000000 Penalty: 5921.353516
	Iteration 23Q: 3 clusters Score -1.982158e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -19822288.000000 Penalty: 5921.353516
	Iteration 24Q: 3 clusters Score -1.982229e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 91029 members 
Entering Unmasked Estep 
Score: -19823006.000000 Penalty: 5921.353516
	Iteration 25Q: 3 clusters Score -1.982301e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -19823838.000000 Penalty: 5921.353516
	Iteration 26Q: 3 clusters Score -1.982384e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 95297 members 
Entering Unmasked Estep 
Score: -19824392.000000 Penalty: 5921.353516
	Iteration 27Q: 3 clusters Score -1.982439e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -19824982.000000 Penalty: 5921.353516
	Iteration 28Q: 3 clusters Score -1.982498e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 99379 members 
Entering Unmasked Estep 
Score: -19825536.000000 Penalty: 5921.353516
	Iteration 29Q: 3 clusters Score -1.982554e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -19826118.000000 Penalty: 5921.353516
	Iteration 30Q: 3 clusters Score -1.982612e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 103576 members 
Entering Unmasked Estep 
Score: -19826504.000000 Penalty: 5921.353516
	Iteration 31Q: 3 clusters Score -1.98265e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -19827092.000000 Penalty: 5921.353516
	Iteration 32Q: 3 clusters Score -1.982709e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 108017 members 
Entering Unmasked Estep 
Score: -19827550.000000 Penalty: 5921.353516
	Iteration 33Q: 3 clusters Score -1.982755e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 110323 members 
Entering Unmasked Estep 
Score: -19828218.000000 Penalty: 5921.353516
	Iteration 34Q: 3 clusters Score -1.982822e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 112726 members 
Entering Unmasked Estep 
Score: -19828696.000000 Penalty: 5921.353516
	Iteration 35Q: 3 clusters Score -1.98287e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 115168 members 
Entering Unmasked Estep 
Score: -19829314.000000 Penalty: 5921.353516
	Iteration 36Q: 3 clusters Score -1.982931e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 117637 members 
Entering Unmasked Estep 
Score: -19829918.000000 Penalty: 5921.353516
	Iteration 37Q: 3 clusters Score -1.982992e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 120181 members 
Entering Unmasked Estep 
Score: -19830502.000000 Penalty: 5921.353516
	Iteration 38Q: 3 clusters Score -1.98305e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 122686 members 
Entering Unmasked Estep 
Score: -19831054.000000 Penalty: 5921.353516
	Iteration 39Q: 3 clusters Score -1.983105e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 125093 members 
Entering Unmasked Estep 
Score: -19831730.000000 Penalty: 5921.353516
	Iteration 40F: 3 clusters Score -1.983173e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 127530 members 
Entering Unmasked Estep 
Score: -19832228.000000 Penalty: 5921.353516
	Iteration 41Q: 3 clusters Score -1.983223e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 129921 members 
Entering Unmasked Estep 
Score: -19832986.000000 Penalty: 5921.353516
	Iteration 42Q: 3 clusters Score -1.983299e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 132188 members 
Entering Unmasked Estep 
Score: -19833488.000000 Penalty: 5921.353516
	Iteration 43Q: 3 clusters Score -1.983349e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 134293 members 
Entering Unmasked Estep 
Score: -19833980.000000 Penalty: 5921.353516
	Iteration 44Q: 3 clusters Score -1.983398e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 136202 members 
Entering Unmasked Estep 
Score: -19834354.000000 Penalty: 5921.353516
	Iteration 45Q: 3 clusters Score -1.983435e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 137985 members 
Entering Unmasked Estep 
Score: -19834682.000000 Penalty: 5921.353516
	Iteration 46Q: 3 clusters Score -1.983468e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 139658 members 
Entering Unmasked Estep 
Score: -19835090.000000 Penalty: 5921.353516
	Iteration 47Q: 3 clusters Score -1.983509e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 141152 members 
Entering Unmasked Estep 
Score: -19835532.000000 Penalty: 5921.353516
	Iteration 48Q: 3 clusters Score -1.983553e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 142472 members 
Entering Unmasked Estep 
Score: -19835944.000000 Penalty: 5921.353516
	Iteration 49Q: 3 clusters Score -1.983594e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 143642 members 
Entering Unmasked Estep 
Score: -19836198.000000 Penalty: 5921.353516
	Iteration 50Q: 3 clusters Score -1.98362e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 144689 members 
Entering Unmasked Estep 
Score: -19836438.000000 Penalty: 5921.353516
	Iteration 51Q: 3 clusters Score -1.983644e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 145679 members 
Entering Unmasked Estep 
Score: -19836574.000000 Penalty: 5921.353516
	Iteration 52Q: 3 clusters Score -1.983657e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 146555 members 
Entering Unmasked Estep 
Score: -19836720.000000 Penalty: 5921.353516
	Iteration 53Q: 3 clusters Score -1.983672e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 147322 members 
Entering Unmasked Estep 
Score: -19836872.000000 Penalty: 5921.353516
	Iteration 54Q: 3 clusters Score -1.983687e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 147991 members 
Entering Unmasked Estep 
Score: -19837018.000000 Penalty: 5921.353516
	Iteration 55Q: 3 clusters Score -1.983702e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 148539 members 
Entering Unmasked Estep 
Score: -19836982.000000 Penalty: 5921.353516
	Iteration 56Q: 3 clusters Score -1.983698e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 148993 members 
Entering Unmasked Estep 
Score: -19837002.000000 Penalty: 5921.353516
	Iteration 57Q: 3 clusters Score -1.9837e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 149376 members 
Entering Unmasked Estep 
Score: -19836988.000000 Penalty: 5921.353516
	Iteration 58Q: 3 clusters Score -1.983699e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 149721 members 
Entering Unmasked Estep 
Score: -19837072.000000 Penalty: 5921.353516
	Iteration 59Q: 3 clusters Score -1.983707e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 149983 members 
Entering Unmasked Estep 
Score: -19837102.000000 Penalty: 5921.353516
	Iteration 60F: 3 clusters Score -1.98371e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 150196 members 
Entering Unmasked Estep 
Score: -19837126.000000 Penalty: 5921.353516
	Iteration 61Q: 3 clusters Score -1.983713e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 150394 members 
Entering Unmasked Estep 
Score: -19837106.000000 Penalty: 5921.353516
	Iteration 62Q: 3 clusters Score -1.983711e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 150569 members 
Entering Unmasked Estep 
Score: -19837134.000000 Penalty: 5921.353516
	Iteration 63Q: 3 clusters Score -1.983713e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 150724 members 
Entering Unmasked Estep 
Score: -19837162.000000 Penalty: 5921.353516
	Iteration 64Q: 3 clusters Score -1.983716e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 150846 members 
Entering Unmasked Estep 
Score: -19837152.000000 Penalty: 5921.353516
	Iteration 65Q: 3 clusters Score -1.983715e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 150939 members 
Entering Unmasked Estep 
Score: -19837168.000000 Penalty: 5921.353516
	Iteration 66Q: 3 clusters Score -1.983717e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 151010 members 
Entering Unmasked Estep 
Score: -19837172.000000 Penalty: 5921.353516
	Iteration 67Q: 3 clusters Score -1.983717e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 151076 members 
Entering Unmasked Estep 
Score: -19837174.000000 Penalty: 5921.353516
	Iteration 68Q: 3 clusters Score -1.983717e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 151135 members 
Entering Unmasked Estep 
Score: -19837156.000000 Penalty: 5921.353516
	Iteration 69Q: 3 clusters Score -1.983716e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 151183 members 
Entering Unmasked Estep 
Score: -19837172.000000 Penalty: 5921.353516
	Iteration 70Q: 3 clusters Score -1.983717e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 151218 members 
Entering Unmasked Estep 
Score: -19837162.000000 Penalty: 5921.353516
	Iteration 71Q: 3 clusters Score -1.983716e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 151250 members 
Entering Unmasked Estep 
Score: -19837158.000000 Penalty: 5921.353516
	Iteration 72Q: 3 clusters Score -1.983716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 151269 members 
Entering Unmasked Estep 
Score: -19837152.000000 Penalty: 5921.353516
	Iteration 73Q: 3 clusters Score -1.983715e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 151292 members 
Entering Unmasked Estep 
Score: -19837152.000000 Penalty: 5921.353516
	Iteration 74Q: 3 clusters Score -1.983715e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 151310 members 
Entering Unmasked Estep 
Score: -19837150.000000 Penalty: 5921.353516
	Iteration 75Q: 3 clusters Score -1.983715e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 151331 members 
Entering Unmasked Estep 
Score: -19837154.000000 Penalty: 5921.353516
	Iteration 76Q: 3 clusters Score -1.983715e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 151354 members 
Entering Unmasked Estep 
Score: -19837190.000000 Penalty: 5921.353516
	Iteration 77Q: 3 clusters Score -1.983719e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 151376 members 
Entering Unmasked Estep 
Score: -19837176.000000 Penalty: 5921.353516
	Iteration 78Q: 3 clusters Score -1.983718e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -19837178.000000 Penalty: 5921.353516
	Iteration 79Q: 3 clusters Score -1.983718e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 151428 members 
Entering Unmasked Estep 
Score: -19837178.000000 Penalty: 5921.353516
	Iteration 80F: 3 clusters Score -1.983718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 151448 members 
Entering Unmasked Estep 
Score: -19837156.000000 Penalty: 5921.353516
	Iteration 81Q: 3 clusters Score -1.983716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 151458 members 
Entering Unmasked Estep 
Score: -19837168.000000 Penalty: 5921.353516
	Iteration 82Q: 3 clusters Score -1.983717e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 151470 members 
Entering Unmasked Estep 
Score: -19837174.000000 Penalty: 5921.353516
	Iteration 83Q: 3 clusters Score -1.983717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 151479 members 
Entering Unmasked Estep 
Score: -19837186.000000 Penalty: 5921.353516
	Iteration 84Q: 3 clusters Score -1.983719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 151483 members 
Entering Unmasked Estep 
Score: -19837178.000000 Penalty: 5921.353516
	Iteration 85Q: 3 clusters Score -1.983718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 151487 members 
Entering Unmasked Estep 
Score: -19837176.000000 Penalty: 5921.353516
	Iteration 86Q: 3 clusters Score -1.983718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 151490 members 
Entering Unmasked Estep 
Score: -19837174.000000 Penalty: 5921.353516
	Iteration 87Q: 3 clusters Score -1.983717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 151493 members 
Entering Unmasked Estep 
Score: -19837174.000000 Penalty: 5921.353516
	Iteration 88Q: 3 clusters Score -1.983717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 151496 members 
Entering Unmasked Estep 
Score: -19837178.000000 Penalty: 5921.353516
	Iteration 89Q: 3 clusters Score -1.983718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 151500 members 
Entering Unmasked Estep 
Score: -19837168.000000 Penalty: 5921.353516
	Iteration 90Q: 3 clusters Score -1.983717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 151502 members 
Entering Unmasked Estep 
Score: -19837174.000000 Penalty: 5921.353516
	Iteration 91Q: 3 clusters Score -1.983717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 151503 members 
Entering Unmasked Estep 
Score: -19837164.000000 Penalty: 5921.353516
	Iteration 92Q: 3 clusters Score -1.983716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 151504 members 
Entering Unmasked Estep 
Score: -19837162.000000 Penalty: 5921.353516
	Iteration 93Q: 3 clusters Score -1.983716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 151506 members 
Entering Unmasked Estep 
Score: -19837152.000000 Penalty: 5921.353516
	Iteration 94Q: 3 clusters Score -1.983715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 151506 members 
Entering Unmasked Estep 
Score: -19837152.000000 Penalty: 5921.353516
	Iteration 95F: 3 clusters Score -1.983715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -530302.250000 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -530302.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -526178.000000 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -526178 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -527140.125000 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -527140.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -527356.937500 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -527356.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -527527.937500 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -527527.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -527643.937500 Penalty: 4168.062988
	Iteration 4Q: 3 clusters Score -527643.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -527722.375000 Penalty: 4168.062988
	Iteration 5Q: 3 clusters Score -527722.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -527783.687500 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -527783.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -527832.562500 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -527832.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -527870.187500 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -527870.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -527904.937500 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -527904.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -527940.500000 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -527940.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -527975.875000 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -527975.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -528006.500000 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -528006.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -528038.937500 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -528038.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -528077.187500 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -528077.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -528116.375000 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -528116.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -528152.625000 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -528152.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -528198.250000 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -528198.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -528242.687500 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -528242.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -528298.062500 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -528298.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -528357.187500 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -528357.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -528425.312500 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -528425.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -528483.875000 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -528483.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -528531.312500 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -528531.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -528578.250000 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -528578.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -528617.937500 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -528617.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -528658.875000 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -528658.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -528689.312500 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -528689.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -528708.250000 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -528708.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -528727.812500 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -528727.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -528751.437500 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -528751.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -528777.500000 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -528777.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -528792.750000 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -528792.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -528798.062500 Penalty: 4168.062988
	Iteration 33Q: 3 clusters Score -528798.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -528802.937500 Penalty: 4168.062988
	Iteration 34Q: 3 clusters Score -528802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -528804.750000 Penalty: 4168.062988
	Iteration 35Q: 3 clusters Score -528804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -528805.562500 Penalty: 4168.062988
	Iteration 36Q: 3 clusters Score -528805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -528809.500000 Penalty: 4168.062988
	Iteration 37Q: 3 clusters Score -528809.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -528813.375000 Penalty: 4168.062988
	Iteration 38Q: 3 clusters Score -528813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -528818.312500 Penalty: 4168.062988
	Iteration 39Q: 3 clusters Score -528818.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -528824.125000 Penalty: 4168.062988
	Iteration 40F: 3 clusters Score -528824.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -528828.625000 Penalty: 4168.062988
	Iteration 41Q: 3 clusters Score -528828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -528833.562500 Penalty: 4168.062988
	Iteration 42Q: 3 clusters Score -528833.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -528837.250000 Penalty: 4168.062988
	Iteration 43Q: 3 clusters Score -528837.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -528843.875000 Penalty: 4168.062988
	Iteration 44Q: 3 clusters Score -528843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -528847.062500 Penalty: 4168.062988
	Iteration 45Q: 3 clusters Score -528847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -528847.500000 Penalty: 4168.062988
	Iteration 46Q: 3 clusters Score -528847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -528848.062500 Penalty: 4168.062988
	Iteration 47Q: 3 clusters Score -528848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -528849.812500 Penalty: 4168.062988
	Iteration 48Q: 3 clusters Score -528849.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -528850.437500 Penalty: 4168.062988
	Iteration 49Q: 3 clusters Score -528850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -528852.125000 Penalty: 4168.062988
	Iteration 50Q: 3 clusters Score -528852.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -528860.812500 Penalty: 4168.062988
	Iteration 51Q: 3 clusters Score -528860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -528861.125000 Penalty: 4168.062988
	Iteration 52Q: 3 clusters Score -528861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -528863.312500 Penalty: 4168.062988
	Iteration 53Q: 3 clusters Score -528863.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -528863.437500 Penalty: 4168.062988
	Iteration 54Q: 3 clusters Score -528863.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -528863.437500 Penalty: 4168.062988
	Iteration 55F: 3 clusters Score -528863.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -66737.843750 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -66737.84 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 334 members 
Entering Unmasked Estep 
Score: -65195.371094 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -65195.37 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -65507.804688 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -65507.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -65638.984375 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -65638.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -65712.210938 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -65712.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -65794.281250 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -65794.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -65839.695312 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -65839.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -65876.445312 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -65876.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65901.796875 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -65901.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -65919.460938 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -65919.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -65923.265625 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -65923.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -65924.257812 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -65924.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -65924.257812 Penalty: 3192.330566
	Iteration 11F: 3 clusters Score -65924.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 16222 members 
Mstep: Class 4 contains 284140 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43214 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 30363 members 
Mstep: Class 12 contains 12908 members 
Mstep: Class 13 contains 53037 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39651 members 
Mstep: Class 16 contains 106576 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9156 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12023 members 
Mstep: Class 21 contains 45711 members 
Mstep: Class 22 contains 15158 members 
Mstep: Class 23 contains 73727 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 77988 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 153003 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743344.000000 Penalty: 108024.484375
Iteration 199Q: 32 clusters Score -1.577433e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19307 members 
Mstep: Class 3 contains 16222 members 
Mstep: Class 4 contains 284139 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43215 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 30363 members 
Mstep: Class 12 contains 12905 members 
Mstep: Class 13 contains 53038 members 
Mstep: Class 14 contains 104403 members 
Mstep: Class 15 contains 39651 members 
Mstep: Class 16 contains 106576 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9157 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12027 members 
Mstep: Class 21 contains 45711 members 
Mstep: Class 22 contains 15160 members 
Mstep: Class 23 contains 73727 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 77986 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152999 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743312.000000 Penalty: 108024.484375
Iteration 200F: 32 clusters Score -1.577433e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19307 members 
Mstep: Class 3 contains 16224 members 
Mstep: Class 4 contains 284138 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43215 members 
Mstep: Class 8 contains 9711 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 30363 members 
Mstep: Class 12 contains 12903 members 
Mstep: Class 13 contains 53039 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39650 members 
Mstep: Class 16 contains 106576 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9158 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12031 members 
Mstep: Class 21 contains 45713 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 23 contains 73725 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77985 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152996 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743280.000000 Penalty: 108024.484375
Iteration 201Q: 32 clusters Score -1.577433e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19307 members 
Mstep: Class 3 contains 16223 members 
Mstep: Class 4 contains 284139 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43214 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12903 members 
Mstep: Class 13 contains 53042 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39653 members 
Mstep: Class 16 contains 106577 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9159 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12036 members 
Mstep: Class 21 contains 45714 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 23 contains 73723 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77984 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152988 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743280.000000 Penalty: 108024.484375
Iteration 202Q: 32 clusters Score -1.577433e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19308 members 
Mstep: Class 3 contains 16224 members 
Mstep: Class 4 contains 284139 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43217 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 30361 members 
Mstep: Class 12 contains 12901 members 
Mstep: Class 13 contains 53044 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39652 members 
Mstep: Class 16 contains 106577 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9160 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 45713 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 23 contains 73721 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77983 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152986 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743216.000000 Penalty: 108024.484375
Iteration 203Q: 32 clusters Score -1.577432e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 16224 members 
Mstep: Class 4 contains 284141 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43220 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 30361 members 
Mstep: Class 12 contains 12898 members 
Mstep: Class 13 contains 53048 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39651 members 
Mstep: Class 16 contains 106577 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9162 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12039 members 
Mstep: Class 21 contains 45711 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 23 contains 73718 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77983 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152981 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743296.000000 Penalty: 108024.484375
Iteration 204Q: 32 clusters Score -1.577433e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19312 members 
Mstep: Class 3 contains 16224 members 
Mstep: Class 4 contains 284142 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43224 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 30361 members 
Mstep: Class 12 contains 12897 members 
Mstep: Class 13 contains 53047 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39650 members 
Mstep: Class 16 contains 106577 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9163 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12042 members 
Mstep: Class 21 contains 45707 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 23 contains 73718 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77983 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152977 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743296.000000 Penalty: 108024.484375
Iteration 205Q: 32 clusters Score -1.577433e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19312 members 
Mstep: Class 3 contains 16225 members 
Mstep: Class 4 contains 284143 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43224 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30361 members 
Mstep: Class 12 contains 12895 members 
Mstep: Class 13 contains 53047 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39649 members 
Mstep: Class 16 contains 106579 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9163 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12043 members 
Mstep: Class 21 contains 45705 members 
Mstep: Class 22 contains 15160 members 
Mstep: Class 23 contains 73719 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77983 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152976 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743328.000000 Penalty: 108024.484375
Iteration 206Q: 32 clusters Score -1.577433e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19312 members 
Mstep: Class 3 contains 16226 members 
Mstep: Class 4 contains 284143 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43228 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30360 members 
Mstep: Class 12 contains 12892 members 
Mstep: Class 13 contains 53048 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39647 members 
Mstep: Class 16 contains 106581 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9164 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12046 members 
Mstep: Class 21 contains 45707 members 
Mstep: Class 22 contains 15160 members 
Mstep: Class 23 contains 73719 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77982 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152969 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743312.000000 Penalty: 108024.484375
Iteration 207Q: 32 clusters Score -1.577433e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19312 members 
Mstep: Class 3 contains 16229 members 
Mstep: Class 4 contains 284145 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43233 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30360 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 53047 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39645 members 
Mstep: Class 16 contains 106581 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9166 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12048 members 
Mstep: Class 21 contains 45710 members 
Mstep: Class 22 contains 15163 members 
Mstep: Class 23 contains 73717 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77980 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152963 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743328.000000 Penalty: 108024.484375
Iteration 208Q: 32 clusters Score -1.577433e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19312 members 
Mstep: Class 3 contains 16227 members 
Mstep: Class 4 contains 284146 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43234 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30360 members 
Mstep: Class 12 contains 12881 members 
Mstep: Class 13 contains 53048 members 
Mstep: Class 14 contains 104402 members 
Mstep: Class 15 contains 39645 members 
Mstep: Class 16 contains 106581 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9170 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12047 members 
Mstep: Class 21 contains 45715 members 
Mstep: Class 22 contains 15163 members 
Mstep: Class 23 contains 73714 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77980 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152960 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743440.000000 Penalty: 108024.484375
Iteration 209Q: 32 clusters Score -1.577434e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19312 members 
Mstep: Class 3 contains 16227 members 
Mstep: Class 4 contains 284144 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43235 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30360 members 
Mstep: Class 12 contains 12880 members 
Mstep: Class 13 contains 53049 members 
Mstep: Class 14 contains 104401 members 
Mstep: Class 15 contains 39645 members 
Mstep: Class 16 contains 106579 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9174 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12049 members 
Mstep: Class 21 contains 45716 members 
Mstep: Class 22 contains 15163 members 
Mstep: Class 23 contains 73713 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77979 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152959 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743344.000000 Penalty: 108024.484375
Iteration 210Q: 32 clusters Score -1.577433e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19312 members 
Mstep: Class 3 contains 16227 members 
Mstep: Class 4 contains 284145 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43233 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30360 members 
Mstep: Class 12 contains 12879 members 
Mstep: Class 13 contains 53048 members 
Mstep: Class 14 contains 104401 members 
Mstep: Class 15 contains 39645 members 
Mstep: Class 16 contains 106578 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9177 members 
Mstep: Class 19 contains 53866 members 
Mstep: Class 20 contains 12049 members 
Mstep: Class 21 contains 45720 members 
Mstep: Class 22 contains 15163 members 
Mstep: Class 23 contains 73712 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77979 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152955 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743376.000000 Penalty: 108024.484375
Iteration 211Q: 32 clusters Score -1.577434e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19312 members 
Mstep: Class 3 contains 16226 members 
Mstep: Class 4 contains 284141 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 43233 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30360 members 
Mstep: Class 12 contains 12876 members 
Mstep: Class 13 contains 53049 members 
Mstep: Class 14 contains 104401 members 
Mstep: Class 15 contains 39644 members 
Mstep: Class 16 contains 106577 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9184 members 
Mstep: Class 19 contains 53866 members 
Mstep: Class 20 contains 12050 members 
Mstep: Class 21 contains 45726 members 
Mstep: Class 22 contains 15163 members 
Mstep: Class 23 contains 73711 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77979 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152951 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743328.000000 Penalty: 108024.484375
Iteration 212Q: 32 clusters Score -1.577433e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19313 members 
Mstep: Class 3 contains 16228 members 
Mstep: Class 4 contains 284141 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43892 members 
Mstep: Class 7 contains 43234 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30359 members 
Mstep: Class 12 contains 12869 members 
Mstep: Class 13 contains 53049 members 
Mstep: Class 14 contains 104401 members 
Mstep: Class 15 contains 39644 members 
Mstep: Class 16 contains 106576 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9193 members 
Mstep: Class 19 contains 53866 members 
Mstep: Class 20 contains 12049 members 
Mstep: Class 21 contains 45728 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 23 contains 73710 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77979 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152949 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743296.000000 Penalty: 108024.484375
Iteration 213Q: 32 clusters Score -1.577433e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19313 members 
Mstep: Class 3 contains 16229 members 
Mstep: Class 4 contains 284137 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43892 members 
Mstep: Class 7 contains 43230 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30359 members 
Mstep: Class 12 contains 12867 members 
Mstep: Class 13 contains 53049 members 
Mstep: Class 14 contains 104401 members 
Mstep: Class 15 contains 39645 members 
Mstep: Class 16 contains 106579 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9197 members 
Mstep: Class 19 contains 53865 members 
Mstep: Class 20 contains 12049 members 
Mstep: Class 21 contains 45733 members 
Mstep: Class 22 contains 15160 members 
Mstep: Class 23 contains 73711 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77978 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152948 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743392.000000 Penalty: 108024.484375
Iteration 214Q: 32 clusters Score -1.577434e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16228 members 
Mstep: Class 4 contains 284134 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43892 members 
Mstep: Class 7 contains 43230 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30360 members 
Mstep: Class 12 contains 12864 members 
Mstep: Class 13 contains 53049 members 
Mstep: Class 14 contains 104401 members 
Mstep: Class 15 contains 39647 members 
Mstep: Class 16 contains 106579 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9200 members 
Mstep: Class 19 contains 53865 members 
Mstep: Class 20 contains 12050 members 
Mstep: Class 21 contains 45739 members 
Mstep: Class 22 contains 15160 members 
Mstep: Class 23 contains 73709 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77978 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152943 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743360.000000 Penalty: 108024.484375
Iteration 215Q: 32 clusters Score -1.577434e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16229 members 
Mstep: Class 4 contains 284133 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43892 members 
Mstep: Class 7 contains 43229 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30360 members 
Mstep: Class 12 contains 12865 members 
Mstep: Class 13 contains 53049 members 
Mstep: Class 14 contains 104401 members 
Mstep: Class 15 contains 39646 members 
Mstep: Class 16 contains 106578 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9203 members 
Mstep: Class 19 contains 53865 members 
Mstep: Class 20 contains 12051 members 
Mstep: Class 21 contains 45739 members 
Mstep: Class 22 contains 15160 members 
Mstep: Class 23 contains 73709 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77979 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152940 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743312.000000 Penalty: 108024.484375
Iteration 216Q: 32 clusters Score -1.577433e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16231 members 
Mstep: Class 4 contains 284128 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43892 members 
Mstep: Class 7 contains 43232 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30361 members 
Mstep: Class 12 contains 12862 members 
Mstep: Class 13 contains 53049 members 
Mstep: Class 14 contains 104401 members 
Mstep: Class 15 contains 39646 members 
Mstep: Class 16 contains 106577 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9203 members 
Mstep: Class 19 contains 53865 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45739 members 
Mstep: Class 22 contains 15161 members 
Mstep: Class 23 contains 73709 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77979 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152941 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743328.000000 Penalty: 108024.484375
Iteration 217Q: 32 clusters Score -1.577433e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16232 members 
Mstep: Class 4 contains 284129 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43891 members 
Mstep: Class 7 contains 43233 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12860 members 
Mstep: Class 13 contains 53048 members 
Mstep: Class 14 contains 104400 members 
Mstep: Class 15 contains 39646 members 
Mstep: Class 16 contains 106577 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9203 members 
Mstep: Class 19 contains 53865 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45740 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 23 contains 73709 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77979 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152940 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743328.000000 Penalty: 108024.484375
Iteration 218Q: 32 clusters Score -1.577433e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19315 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 284128 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43891 members 
Mstep: Class 7 contains 43235 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30363 members 
Mstep: Class 12 contains 12859 members 
Mstep: Class 13 contains 53047 members 
Mstep: Class 14 contains 104400 members 
Mstep: Class 15 contains 39646 members 
Mstep: Class 16 contains 106575 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9203 members 
Mstep: Class 19 contains 53865 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45742 members 
Mstep: Class 22 contains 15163 members 
Mstep: Class 23 contains 73709 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77976 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152940 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743344.000000 Penalty: 108024.484375
Iteration 219Q: 32 clusters Score -1.577433e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19315 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 284126 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43891 members 
Mstep: Class 7 contains 43235 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12859 members 
Mstep: Class 13 contains 53048 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39647 members 
Mstep: Class 16 contains 106572 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9205 members 
Mstep: Class 19 contains 53865 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45743 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 23 contains 73708 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77974 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152943 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743360.000000 Penalty: 108024.484375
Iteration 220F: 32 clusters Score -1.577434e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19315 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 284125 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43891 members 
Mstep: Class 7 contains 43235 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12858 members 
Mstep: Class 13 contains 53050 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39647 members 
Mstep: Class 16 contains 106572 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9207 members 
Mstep: Class 19 contains 53865 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45744 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 23 contains 73707 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77973 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152942 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743360.000000 Penalty: 108024.484375
Iteration 221Q: 32 clusters Score -1.577434e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 284127 members 
Mstep: Class 5 contains 7870 members 
Mstep: Class 6 contains 43891 members 
Mstep: Class 7 contains 43238 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12857 members 
Mstep: Class 13 contains 53051 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39647 members 
Mstep: Class 16 contains 106571 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53865 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45743 members 
Mstep: Class 22 contains 15164 members 
Mstep: Class 23 contains 73706 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77972 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152938 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743360.000000 Penalty: 108024.484375
Iteration 222Q: 32 clusters Score -1.577434e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 284127 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 43890 members 
Mstep: Class 7 contains 43239 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12856 members 
Mstep: Class 13 contains 53051 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39647 members 
Mstep: Class 16 contains 106570 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45743 members 
Mstep: Class 22 contains 15167 members 
Mstep: Class 23 contains 73706 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77970 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152939 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743360.000000 Penalty: 108024.484375
Iteration 223Q: 32 clusters Score -1.577434e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 284126 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 43890 members 
Mstep: Class 7 contains 43239 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12855 members 
Mstep: Class 13 contains 53051 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39644 members 
Mstep: Class 16 contains 106570 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45745 members 
Mstep: Class 22 contains 15168 members 
Mstep: Class 23 contains 73706 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77970 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152941 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743392.000000 Penalty: 108024.484375
Iteration 224Q: 32 clusters Score -1.577434e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 284125 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 43890 members 
Mstep: Class 7 contains 43240 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12854 members 
Mstep: Class 13 contains 53050 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39642 members 
Mstep: Class 16 contains 106571 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45748 members 
Mstep: Class 22 contains 15169 members 
Mstep: Class 23 contains 73704 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77969 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152943 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743424.000000 Penalty: 108024.484375
Iteration 225Q: 32 clusters Score -1.577434e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 284121 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 43890 members 
Mstep: Class 7 contains 43241 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12853 members 
Mstep: Class 13 contains 53051 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39643 members 
Mstep: Class 16 contains 106572 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45751 members 
Mstep: Class 22 contains 15170 members 
Mstep: Class 23 contains 73703 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77967 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152944 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 226Q: 32 clusters Score -1.577434e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 284116 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 43890 members 
Mstep: Class 7 contains 43241 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12848 members 
Mstep: Class 13 contains 53052 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39644 members 
Mstep: Class 16 contains 106574 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45755 members 
Mstep: Class 22 contains 15170 members 
Mstep: Class 23 contains 73703 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77966 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152946 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743376.000000 Penalty: 108024.484375
Iteration 227Q: 32 clusters Score -1.577434e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 284113 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 43890 members 
Mstep: Class 7 contains 43241 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12844 members 
Mstep: Class 13 contains 53053 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39646 members 
Mstep: Class 16 contains 106576 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45758 members 
Mstep: Class 22 contains 15171 members 
Mstep: Class 23 contains 73701 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77965 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152946 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743360.000000 Penalty: 108024.484375
Iteration 228Q: 32 clusters Score -1.577434e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 284112 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 43890 members 
Mstep: Class 7 contains 43241 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12842 members 
Mstep: Class 13 contains 53054 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39648 members 
Mstep: Class 16 contains 106578 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45764 members 
Mstep: Class 22 contains 15172 members 
Mstep: Class 23 contains 73696 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77964 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152943 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743360.000000 Penalty: 108024.484375
Iteration 229Q: 32 clusters Score -1.577434e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 284107 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 43890 members 
Mstep: Class 7 contains 43243 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12840 members 
Mstep: Class 13 contains 53054 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39650 members 
Mstep: Class 16 contains 106578 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53863 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45774 members 
Mstep: Class 22 contains 15173 members 
Mstep: Class 23 contains 73692 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77962 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152942 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743328.000000 Penalty: 108024.484375
Iteration 230Q: 32 clusters Score -1.577433e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 284104 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 43889 members 
Mstep: Class 7 contains 43245 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12835 members 
Mstep: Class 13 contains 53058 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39648 members 
Mstep: Class 16 contains 106581 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45781 members 
Mstep: Class 22 contains 15174 members 
Mstep: Class 23 contains 73685 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77963 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152941 members 
Mstep: Class 30 contains 4463 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743280.000000 Penalty: 108024.484375
Iteration 231Q: 32 clusters Score -1.577433e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 284102 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 43888 members 
Mstep: Class 7 contains 43245 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12832 members 
Mstep: Class 13 contains 53062 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39645 members 
Mstep: Class 16 contains 106585 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53864 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 21 contains 45789 members 
Mstep: Class 22 contains 15176 members 
Mstep: Class 23 contains 73679 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77965 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152935 members 
Mstep: Class 30 contains 4464 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743312.000000 Penalty: 108024.484375
Iteration 232Q: 32 clusters Score -1.577433e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16239 members 
Mstep: Class 4 contains 284101 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 43888 members 
Mstep: Class 7 contains 43246 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 12828 members 
Mstep: Class 13 contains 53063 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39645 members 
Mstep: Class 16 contains 106587 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53865 members 
Mstep: Class 20 contains 12053 members 
Mstep: Class 21 contains 45796 members 
Mstep: Class 22 contains 15177 members 
Mstep: Class 23 contains 73674 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77966 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152929 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743360.000000 Penalty: 108024.484375
Iteration 233Q: 32 clusters Score -1.577434e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16242 members 
Mstep: Class 4 contains 284100 members 
Mstep: Class 5 contains 7870 members 
Mstep: Class 6 contains 43888 members 
Mstep: Class 7 contains 43248 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30363 members 
Mstep: Class 12 contains 12825 members 
Mstep: Class 13 contains 53068 members 
Mstep: Class 14 contains 104397 members 
Mstep: Class 15 contains 39644 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53866 members 
Mstep: Class 20 contains 12053 members 
Mstep: Class 21 contains 45795 members 
Mstep: Class 22 contains 15178 members 
Mstep: Class 23 contains 73670 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 77967 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152926 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 234Q: 32 clusters Score -1.577434e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16247 members 
Mstep: Class 4 contains 284103 members 
Mstep: Class 5 contains 7870 members 
Mstep: Class 6 contains 43887 members 
Mstep: Class 7 contains 43247 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12824 members 
Mstep: Class 13 contains 53074 members 
Mstep: Class 14 contains 104396 members 
Mstep: Class 15 contains 39643 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53868 members 
Mstep: Class 20 contains 12054 members 
Mstep: Class 21 contains 45792 members 
Mstep: Class 22 contains 15177 members 
Mstep: Class 23 contains 73666 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9471 members 
Mstep: Class 26 contains 77968 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 152922 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743392.000000 Penalty: 108024.484375
Iteration 235Q: 32 clusters Score -1.577434e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 284107 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 43886 members 
Mstep: Class 7 contains 43247 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12821 members 
Mstep: Class 13 contains 53078 members 
Mstep: Class 14 contains 104396 members 
Mstep: Class 15 contains 39643 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 53869 members 
Mstep: Class 20 contains 12055 members 
Mstep: Class 21 contains 45793 members 
Mstep: Class 22 contains 15178 members 
Mstep: Class 23 contains 73660 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 77968 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 152918 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743360.000000 Penalty: 108024.484375
Iteration 236Q: 32 clusters Score -1.577434e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284113 members 
Mstep: Class 5 contains 7874 members 
Mstep: Class 6 contains 43884 members 
Mstep: Class 7 contains 43250 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12819 members 
Mstep: Class 13 contains 53077 members 
Mstep: Class 14 contains 104397 members 
Mstep: Class 15 contains 39642 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53870 members 
Mstep: Class 20 contains 12056 members 
Mstep: Class 21 contains 45795 members 
Mstep: Class 22 contains 15179 members 
Mstep: Class 23 contains 73655 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77967 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 152912 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743328.000000 Penalty: 108024.484375
Iteration 237Q: 32 clusters Score -1.577433e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284114 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 43885 members 
Mstep: Class 7 contains 43251 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 104398 members 
Mstep: Class 15 contains 39642 members 
Mstep: Class 16 contains 106589 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53870 members 
Mstep: Class 20 contains 12059 members 
Mstep: Class 21 contains 45795 members 
Mstep: Class 22 contains 15180 members 
Mstep: Class 23 contains 73650 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77965 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 152909 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743424.000000 Penalty: 108024.484375
Iteration 238Q: 32 clusters Score -1.577434e+08 nChanged 28
Entering ConstructFrom: 
Score: -157743424.000000 Penalty: 108024.484375
Entering ConstructFrom: 
Trying to split cluster 1 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -508240.656250 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -508240.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -504085.812500 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -504085.8 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -505495.906250 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -505495.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -506082.468750 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -506082.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -506565.968750 Penalty: 4182.846680
	Iteration 3F: 3 clusters Score -506566 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -506947.906250 Penalty: 4182.846680
	Iteration 4F: 3 clusters Score -506947.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -507252.468750 Penalty: 4182.846680
	Iteration 5F: 3 clusters Score -507252.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -507482.125000 Penalty: 4182.846680
	Iteration 6F: 3 clusters Score -507482.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -507658.437500 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -507658.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -507769.937500 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -507769.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -507858.968750 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -507859 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -507928.031250 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -507928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -507965.843750 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -507965.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -507999.031250 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -507999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -508021.625000 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -508021.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -508038.281250 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -508038.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -508050.843750 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -508050.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -508058.218750 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -508058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -508063.125000 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -508063.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -508068.656250 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -508068.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -508071.656250 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -508071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -508072.968750 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -508073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -508073.906250 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -508073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -508073.906250 Penalty: 4182.846680
	Iteration 22F: 3 clusters Score -508073.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Entering Unmasked Estep 
Score: -2471041.750000 Penalty: 2447.409180
	Iteration 0F: 2 clusters Score -2471042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2457523.250000 Penalty: 4894.818359
	Iteration 0F: 3 clusters Score -2457523 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2461822.000000 Penalty: 4894.818359
	Iteration 1F: 3 clusters Score -2461822 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2462249.500000 Penalty: 4894.818359
	Iteration 2F: 3 clusters Score -2462250 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2462687.250000 Penalty: 4894.818359
	Iteration 3F: 3 clusters Score -2462687 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2463233.500000 Penalty: 4894.818359
	Iteration 4F: 3 clusters Score -2463234 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2463974.000000 Penalty: 4894.818359
	Iteration 5F: 3 clusters Score -2463974 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2464951.000000 Penalty: 4894.818359
	Iteration 6F: 3 clusters Score -2464951 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2466054.000000 Penalty: 4894.818359
	Iteration 7F: 3 clusters Score -2466054 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2467104.000000 Penalty: 4894.818359
	Iteration 8F: 3 clusters Score -2467104 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2467944.750000 Penalty: 4894.818359
	Iteration 9F: 3 clusters Score -2467945 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2468504.750000 Penalty: 4894.818359
	Iteration 10Q: 3 clusters Score -2468505 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2468857.250000 Penalty: 4894.818359
	Iteration 11Q: 3 clusters Score -2468857 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2469111.000000 Penalty: 4894.818359
	Iteration 12Q: 3 clusters Score -2469111 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2469269.250000 Penalty: 4894.818359
	Iteration 13Q: 3 clusters Score -2469269 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2469371.750000 Penalty: 4894.818359
	Iteration 14Q: 3 clusters Score -2469372 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2469455.500000 Penalty: 4894.818359
	Iteration 15Q: 3 clusters Score -2469456 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2469509.000000 Penalty: 4894.818359
	Iteration 16Q: 3 clusters Score -2469509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2469547.250000 Penalty: 4894.818359
	Iteration 17Q: 3 clusters Score -2469547 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2469564.000000 Penalty: 4894.818359
	Iteration 18Q: 3 clusters Score -2469564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2469577.500000 Penalty: 4894.818359
	Iteration 19Q: 3 clusters Score -2469578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2469580.500000 Penalty: 4894.818359
	Iteration 20F: 3 clusters Score -2469580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2469596.000000 Penalty: 4894.818359
	Iteration 21Q: 3 clusters Score -2469596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2469600.250000 Penalty: 4894.818359
	Iteration 22Q: 3 clusters Score -2469600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2469606.750000 Penalty: 4894.818359
	Iteration 23Q: 3 clusters Score -2469607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2469610.250000 Penalty: 4894.818359
	Iteration 24Q: 3 clusters Score -2469610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2469606.250000 Penalty: 4894.818359
	Iteration 25Q: 3 clusters Score -2469606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2469608.750000 Penalty: 4894.818359
	Iteration 26Q: 3 clusters Score -2469609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2469608.750000 Penalty: 4894.818359
	Iteration 27F: 3 clusters Score -2469609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Entering Unmasked Estep 
Score: -1849687.375000 Penalty: 2404.554932
	Iteration 0F: 2 clusters Score -1849687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1838011.250000 Penalty: 4809.109863
	Iteration 0F: 3 clusters Score -1838011 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1842116.625000 Penalty: 4809.109863
	Iteration 1F: 3 clusters Score -1842117 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1842919.875000 Penalty: 4809.109863
	Iteration 2F: 3 clusters Score -1842920 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1843872.875000 Penalty: 4809.109863
	Iteration 3F: 3 clusters Score -1843873 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1844957.250000 Penalty: 4809.109863
	Iteration 4F: 3 clusters Score -1844957 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1845880.125000 Penalty: 4809.109863
	Iteration 5F: 3 clusters Score -1845880 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1846526.250000 Penalty: 4809.109863
	Iteration 6F: 3 clusters Score -1846526 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1846937.250000 Penalty: 4809.109863
	Iteration 7Q: 3 clusters Score -1846937 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1847175.875000 Penalty: 4809.109863
	Iteration 8Q: 3 clusters Score -1847176 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1847323.375000 Penalty: 4809.109863
	Iteration 9Q: 3 clusters Score -1847323 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1847421.750000 Penalty: 4809.109863
	Iteration 10Q: 3 clusters Score -1847422 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1847503.000000 Penalty: 4809.109863
	Iteration 11Q: 3 clusters Score -1847503 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1847561.625000 Penalty: 4809.109863
	Iteration 12Q: 3 clusters Score -1847562 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1847614.000000 Penalty: 4809.109863
	Iteration 13Q: 3 clusters Score -1847614 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1847652.000000 Penalty: 4809.109863
	Iteration 14Q: 3 clusters Score -1847652 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1847686.125000 Penalty: 4809.109863
	Iteration 15Q: 3 clusters Score -1847686 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1847718.125000 Penalty: 4809.109863
	Iteration 16Q: 3 clusters Score -1847718 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1847737.250000 Penalty: 4809.109863
	Iteration 17Q: 3 clusters Score -1847737 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1847767.750000 Penalty: 4809.109863
	Iteration 18Q: 3 clusters Score -1847768 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1847789.750000 Penalty: 4809.109863
	Iteration 19Q: 3 clusters Score -1847790 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1847805.875000 Penalty: 4809.109863
	Iteration 20F: 3 clusters Score -1847806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1847820.000000 Penalty: 4809.109863
	Iteration 21Q: 3 clusters Score -1847820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1847838.625000 Penalty: 4809.109863
	Iteration 22Q: 3 clusters Score -1847839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1847850.000000 Penalty: 4809.109863
	Iteration 23Q: 3 clusters Score -1847850 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1847868.250000 Penalty: 4809.109863
	Iteration 24Q: 3 clusters Score -1847868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1847894.750000 Penalty: 4809.109863
	Iteration 25Q: 3 clusters Score -1847895 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1847919.875000 Penalty: 4809.109863
	Iteration 26Q: 3 clusters Score -1847920 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1847940.375000 Penalty: 4809.109863
	Iteration 27Q: 3 clusters Score -1847940 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1847980.250000 Penalty: 4809.109863
	Iteration 28Q: 3 clusters Score -1847980 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1848009.500000 Penalty: 4809.109863
	Iteration 29Q: 3 clusters Score -1848010 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1848056.125000 Penalty: 4809.109863
	Iteration 30Q: 3 clusters Score -1848056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1848104.625000 Penalty: 4809.109863
	Iteration 31Q: 3 clusters Score -1848105 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1848193.625000 Penalty: 4809.109863
	Iteration 32Q: 3 clusters Score -1848194 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1848324.625000 Penalty: 4809.109863
	Iteration 33Q: 3 clusters Score -1848325 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1848464.875000 Penalty: 4809.109863
	Iteration 34Q: 3 clusters Score -1848465 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1848592.250000 Penalty: 4809.109863
	Iteration 35Q: 3 clusters Score -1848592 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1848687.625000 Penalty: 4809.109863
	Iteration 36Q: 3 clusters Score -1848688 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1848761.000000 Penalty: 4809.109863
	Iteration 37Q: 3 clusters Score -1848761 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1848804.750000 Penalty: 4809.109863
	Iteration 38Q: 3 clusters Score -1848805 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1848834.250000 Penalty: 4809.109863
	Iteration 39Q: 3 clusters Score -1848834 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1848861.125000 Penalty: 4809.109863
	Iteration 40F: 3 clusters Score -1848861 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1848894.500000 Penalty: 4809.109863
	Iteration 41Q: 3 clusters Score -1848894 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1848912.875000 Penalty: 4809.109863
	Iteration 42Q: 3 clusters Score -1848913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1848926.125000 Penalty: 4809.109863
	Iteration 43Q: 3 clusters Score -1848926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1848940.750000 Penalty: 4809.109863
	Iteration 44Q: 3 clusters Score -1848941 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1848952.750000 Penalty: 4809.109863
	Iteration 45Q: 3 clusters Score -1848953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1848960.750000 Penalty: 4809.109863
	Iteration 46Q: 3 clusters Score -1848961 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1848976.500000 Penalty: 4809.109863
	Iteration 47Q: 3 clusters Score -1848976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1848988.750000 Penalty: 4809.109863
	Iteration 48Q: 3 clusters Score -1848989 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1848995.250000 Penalty: 4809.109863
	Iteration 49Q: 3 clusters Score -1848995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1849001.750000 Penalty: 4809.109863
	Iteration 50Q: 3 clusters Score -1849002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1849005.625000 Penalty: 4809.109863
	Iteration 51Q: 3 clusters Score -1849006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1849008.750000 Penalty: 4809.109863
	Iteration 52Q: 3 clusters Score -1849009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1849013.000000 Penalty: 4809.109863
	Iteration 53Q: 3 clusters Score -1849013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1849014.250000 Penalty: 4809.109863
	Iteration 54Q: 3 clusters Score -1849014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1849019.250000 Penalty: 4809.109863
	Iteration 55Q: 3 clusters Score -1849019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1849018.375000 Penalty: 4809.109863
	Iteration 56Q: 3 clusters Score -1849018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1849022.750000 Penalty: 4809.109863
	Iteration 57Q: 3 clusters Score -1849023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1849026.750000 Penalty: 4809.109863
	Iteration 58Q: 3 clusters Score -1849027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1849026.875000 Penalty: 4809.109863
	Iteration 59Q: 3 clusters Score -1849027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1849028.875000 Penalty: 4809.109863
	Iteration 60F: 3 clusters Score -1849029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1849029.875000 Penalty: 4809.109863
	Iteration 61Q: 3 clusters Score -1849030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1849028.875000 Penalty: 4809.109863
	Iteration 62Q: 3 clusters Score -1849029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1849029.750000 Penalty: 4809.109863
	Iteration 63Q: 3 clusters Score -1849030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1849032.500000 Penalty: 4809.109863
	Iteration 64Q: 3 clusters Score -1849032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1849028.375000 Penalty: 4809.109863
	Iteration 65Q: 3 clusters Score -1849028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1849031.250000 Penalty: 4809.109863
	Iteration 66Q: 3 clusters Score -1849031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1849036.250000 Penalty: 4809.109863
	Iteration 67Q: 3 clusters Score -1849036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1849037.125000 Penalty: 4809.109863
	Iteration 68Q: 3 clusters Score -1849037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1849044.500000 Penalty: 4809.109863
	Iteration 69Q: 3 clusters Score -1849044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1849046.500000 Penalty: 4809.109863
	Iteration 70Q: 3 clusters Score -1849046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1849046.625000 Penalty: 4809.109863
	Iteration 71Q: 3 clusters Score -1849047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1849048.750000 Penalty: 4809.109863
	Iteration 72Q: 3 clusters Score -1849049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1849048.375000 Penalty: 4809.109863
	Iteration 73Q: 3 clusters Score -1849048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1849050.250000 Penalty: 4809.109863
	Iteration 74Q: 3 clusters Score -1849050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1849053.125000 Penalty: 4809.109863
	Iteration 75Q: 3 clusters Score -1849053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1849051.625000 Penalty: 4809.109863
	Iteration 76Q: 3 clusters Score -1849052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1849052.000000 Penalty: 4809.109863
	Iteration 77Q: 3 clusters Score -1849052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1849055.375000 Penalty: 4809.109863
	Iteration 78Q: 3 clusters Score -1849055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1849058.875000 Penalty: 4809.109863
	Iteration 79Q: 3 clusters Score -1849059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1849062.500000 Penalty: 4809.109863
	Iteration 80F: 3 clusters Score -1849062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1849066.250000 Penalty: 4809.109863
	Iteration 81Q: 3 clusters Score -1849066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1849065.250000 Penalty: 4809.109863
	Iteration 82Q: 3 clusters Score -1849065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1849067.000000 Penalty: 4809.109863
	Iteration 83Q: 3 clusters Score -1849067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1849070.000000 Penalty: 4809.109863
	Iteration 84Q: 3 clusters Score -1849070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1849066.625000 Penalty: 4809.109863
	Iteration 85Q: 3 clusters Score -1849067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1849068.375000 Penalty: 4809.109863
	Iteration 86Q: 3 clusters Score -1849068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1849068.375000 Penalty: 4809.109863
	Iteration 87F: 3 clusters Score -1849068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (284121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284121 members 
Entering Unmasked Estep 
Score: -36652284.000000 Penalty: 3114.174561
	Iteration 0F: 2 clusters Score -3.665228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142330 members 
Mstep: Class 2 contains 141791 members 
Entering Unmasked Estep 
Score: -36480592.000000 Penalty: 6228.349121
	Iteration 0F: 3 clusters Score -3.648059e+07 nChanged 137452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145390 members 
Mstep: Class 2 contains 138731 members 
Entering Unmasked Estep 
Score: -36562432.000000 Penalty: 6228.349121
	Iteration 1F: 3 clusters Score -3.656243e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147435 members 
Mstep: Class 2 contains 136686 members 
Entering Unmasked Estep 
Score: -36563364.000000 Penalty: 6228.349121
	Iteration 2Q: 3 clusters Score -3.656336e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 133368 members 
Entering Unmasked Estep 
Score: -36564768.000000 Penalty: 6228.349121
	Iteration 3Q: 3 clusters Score -3.656477e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155974 members 
Mstep: Class 2 contains 128147 members 
Entering Unmasked Estep 
Score: -36566776.000000 Penalty: 6228.349121
	Iteration 4Q: 3 clusters Score -3.656678e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 120128 members 
Entering Unmasked Estep 
Score: -36570440.000000 Penalty: 6228.349121
	Iteration 5Q: 3 clusters Score -3.657044e+07 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175717 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
Score: -36575928.000000 Penalty: 6228.349121
	Iteration 6Q: 3 clusters Score -3.657593e+07 nChanged 16834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191635 members 
Mstep: Class 2 contains 92486 members 
Entering Unmasked Estep 
Score: -36584644.000000 Penalty: 6228.349121
	Iteration 7F: 3 clusters Score -3.658464e+07 nChanged 19890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210859 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
Score: -36597424.000000 Penalty: 6228.349121
	Iteration 8F: 3 clusters Score -3.659742e+07 nChanged 20018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230433 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -36612124.000000 Penalty: 6228.349121
	Iteration 9F: 3 clusters Score -3.661212e+07 nChanged 17092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247275 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -36624700.000000 Penalty: 6228.349121
	Iteration 10F: 3 clusters Score -3.66247e+07 nChanged 12656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259771 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -36633260.000000 Penalty: 6228.349121
	Iteration 11Q: 3 clusters Score -3.663326e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268299 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -36639148.000000 Penalty: 6228.349121
	Iteration 12Q: 3 clusters Score -3.663915e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273933 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -36642936.000000 Penalty: 6228.349121
	Iteration 13Q: 3 clusters Score -3.664294e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277487 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -36645408.000000 Penalty: 6228.349121
	Iteration 14Q: 3 clusters Score -3.664541e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279664 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -36646712.000000 Penalty: 6228.349121
	Iteration 15Q: 3 clusters Score -3.664671e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281042 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -36647796.000000 Penalty: 6228.349121
	Iteration 16Q: 3 clusters Score -3.66478e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281853 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -36648380.000000 Penalty: 6228.349121
	Iteration 17Q: 3 clusters Score -3.664838e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282324 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -36648712.000000 Penalty: 6228.349121
	Iteration 18Q: 3 clusters Score -3.664871e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282636 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -36648996.000000 Penalty: 6228.349121
	Iteration 19Q: 3 clusters Score -3.6649e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282823 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -36649152.000000 Penalty: 6228.349121
	Iteration 20F: 3 clusters Score -3.664915e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282970 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -36649248.000000 Penalty: 6228.349121
	Iteration 21Q: 3 clusters Score -3.664925e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283070 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -36649272.000000 Penalty: 6228.349121
	Iteration 22Q: 3 clusters Score -3.664927e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283145 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -36649404.000000 Penalty: 6228.349121
	Iteration 23Q: 3 clusters Score -3.66494e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283195 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -36649460.000000 Penalty: 6228.349121
	Iteration 24Q: 3 clusters Score -3.664946e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283234 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -36649472.000000 Penalty: 6228.349121
	Iteration 25Q: 3 clusters Score -3.664947e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283262 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -36649504.000000 Penalty: 6228.349121
	Iteration 26Q: 3 clusters Score -3.66495e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283276 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -36649540.000000 Penalty: 6228.349121
	Iteration 27Q: 3 clusters Score -3.664954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283292 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -36649512.000000 Penalty: 6228.349121
	Iteration 28Q: 3 clusters Score -3.664951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283297 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -36649524.000000 Penalty: 6228.349121
	Iteration 29Q: 3 clusters Score -3.664952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283299 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -36649544.000000 Penalty: 6228.349121
	Iteration 30Q: 3 clusters Score -3.664954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283305 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -36649540.000000 Penalty: 6228.349121
	Iteration 31Q: 3 clusters Score -3.664954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283314 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -36649520.000000 Penalty: 6228.349121
	Iteration 32Q: 3 clusters Score -3.664952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283316 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -36649524.000000 Penalty: 6228.349121
	Iteration 33Q: 3 clusters Score -3.664952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283320 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -36649544.000000 Penalty: 6228.349121
	Iteration 34Q: 3 clusters Score -3.664954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283322 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -36649516.000000 Penalty: 6228.349121
	Iteration 35Q: 3 clusters Score -3.664952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283325 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -36649520.000000 Penalty: 6228.349121
	Iteration 36Q: 3 clusters Score -3.664952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283327 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -36649508.000000 Penalty: 6228.349121
	Iteration 37Q: 3 clusters Score -3.664951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283330 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -36649520.000000 Penalty: 6228.349121
	Iteration 38Q: 3 clusters Score -3.664952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283334 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -36649536.000000 Penalty: 6228.349121
	Iteration 39Q: 3 clusters Score -3.664954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283334 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -36649540.000000 Penalty: 6228.349121
	Iteration 40F: 3 clusters Score -3.664954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283333 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -36649536.000000 Penalty: 6228.349121
	Iteration 41Q: 3 clusters Score -3.664954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283334 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -36649548.000000 Penalty: 6228.349121
	Iteration 42Q: 3 clusters Score -3.664955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283334 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -36649548.000000 Penalty: 6228.349121
	Iteration 43F: 3 clusters Score -3.664955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Entering Unmasked Estep 
Score: -949543.875000 Penalty: 2224.919434
	Iteration 0F: 2 clusters Score -949543.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -943301.000000 Penalty: 4449.838867
	Iteration 0F: 3 clusters Score -943301 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -945209.812500 Penalty: 4449.838867
	Iteration 1F: 3 clusters Score -945209.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -945658.937500 Penalty: 4449.838867
	Iteration 2F: 3 clusters Score -945658.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -946034.250000 Penalty: 4449.838867
	Iteration 3F: 3 clusters Score -946034.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -946406.875000 Penalty: 4449.838867
	Iteration 4F: 3 clusters Score -946406.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -946719.937500 Penalty: 4449.838867
	Iteration 5F: 3 clusters Score -946719.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -947007.375000 Penalty: 4449.838867
	Iteration 6Q: 3 clusters Score -947007.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -947278.062500 Penalty: 4449.838867
	Iteration 7Q: 3 clusters Score -947278.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -947532.562500 Penalty: 4449.838867
	Iteration 8Q: 3 clusters Score -947532.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -947745.687500 Penalty: 4449.838867
	Iteration 9Q: 3 clusters Score -947745.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -947884.562500 Penalty: 4449.838867
	Iteration 10Q: 3 clusters Score -947884.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -947991.375000 Penalty: 4449.838867
	Iteration 11Q: 3 clusters Score -947991.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -948084.687500 Penalty: 4449.838867
	Iteration 12Q: 3 clusters Score -948084.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -948152.312500 Penalty: 4449.838867
	Iteration 13Q: 3 clusters Score -948152.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -948206.062500 Penalty: 4449.838867
	Iteration 14Q: 3 clusters Score -948206.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -948265.625000 Penalty: 4449.838867
	Iteration 15Q: 3 clusters Score -948265.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -948330.187500 Penalty: 4449.838867
	Iteration 16Q: 3 clusters Score -948330.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -948373.750000 Penalty: 4449.838867
	Iteration 17Q: 3 clusters Score -948373.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -948398.687500 Penalty: 4449.838867
	Iteration 18Q: 3 clusters Score -948398.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -948415.687500 Penalty: 4449.838867
	Iteration 19Q: 3 clusters Score -948415.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -948427.125000 Penalty: 4449.838867
	Iteration 20F: 3 clusters Score -948427.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -948433.312500 Penalty: 4449.838867
	Iteration 21Q: 3 clusters Score -948433.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -948437.687500 Penalty: 4449.838867
	Iteration 22Q: 3 clusters Score -948437.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -948439.687500 Penalty: 4449.838867
	Iteration 23Q: 3 clusters Score -948439.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -948441.875000 Penalty: 4449.838867
	Iteration 24Q: 3 clusters Score -948441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -948442.187500 Penalty: 4449.838867
	Iteration 25Q: 3 clusters Score -948442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -948444.562500 Penalty: 4449.838867
	Iteration 26Q: 3 clusters Score -948444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -948445.562500 Penalty: 4449.838867
	Iteration 27Q: 3 clusters Score -948445.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -948445.562500 Penalty: 4449.838867
	Iteration 28F: 3 clusters Score -948445.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Entering Unmasked Estep 
Score: -5566020.000000 Penalty: 2650.953369
	Iteration 0F: 2 clusters Score -5566020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -5536346.500000 Penalty: 5301.906738
	Iteration 0F: 3 clusters Score -5536346 nChanged 20082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -5547472.000000 Penalty: 5301.906738
	Iteration 1F: 3 clusters Score -5547472 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5547920.500000 Penalty: 5301.906738
	Iteration 2Q: 3 clusters Score -5547920 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -5548340.000000 Penalty: 5301.906738
	Iteration 3Q: 3 clusters Score -5548340 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -5548828.000000 Penalty: 5301.906738
	Iteration 4Q: 3 clusters Score -5548828 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -5549360.000000 Penalty: 5301.906738
	Iteration 5Q: 3 clusters Score -5549360 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -5550116.000000 Penalty: 5301.906738
	Iteration 6Q: 3 clusters Score -5550116 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -5551251.500000 Penalty: 5301.906738
	Iteration 7F: 3 clusters Score -5551252 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -5552740.500000 Penalty: 5301.906738
	Iteration 8F: 3 clusters Score -5552740 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -5554391.500000 Penalty: 5301.906738
	Iteration 9F: 3 clusters Score -5554392 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -5555982.000000 Penalty: 5301.906738
	Iteration 10F: 3 clusters Score -5555982 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -5557297.000000 Penalty: 5301.906738
	Iteration 11Q: 3 clusters Score -5557297 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -5558418.500000 Penalty: 5301.906738
	Iteration 12Q: 3 clusters Score -5558418 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5559399.000000 Penalty: 5301.906738
	Iteration 13Q: 3 clusters Score -5559399 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -5560428.000000 Penalty: 5301.906738
	Iteration 14Q: 3 clusters Score -5560428 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -5561486.000000 Penalty: 5301.906738
	Iteration 15Q: 3 clusters Score -5561486 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -5562510.500000 Penalty: 5301.906738
	Iteration 16Q: 3 clusters Score -5562510 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -5563092.500000 Penalty: 5301.906738
	Iteration 17Q: 3 clusters Score -5563092 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -5563398.000000 Penalty: 5301.906738
	Iteration 18Q: 3 clusters Score -5563398 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5563553.000000 Penalty: 5301.906738
	Iteration 19Q: 3 clusters Score -5563553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -5563610.000000 Penalty: 5301.906738
	Iteration 20F: 3 clusters Score -5563610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -5563633.500000 Penalty: 5301.906738
	Iteration 21Q: 3 clusters Score -5563634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -5563643.500000 Penalty: 5301.906738
	Iteration 22Q: 3 clusters Score -5563644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -5563660.000000 Penalty: 5301.906738
	Iteration 23Q: 3 clusters Score -5563660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -5563671.000000 Penalty: 5301.906738
	Iteration 24Q: 3 clusters Score -5563671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -5563679.500000 Penalty: 5301.906738
	Iteration 25Q: 3 clusters Score -5563680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -5563691.500000 Penalty: 5301.906738
	Iteration 26Q: 3 clusters Score -5563692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -5563702.000000 Penalty: 5301.906738
	Iteration 27Q: 3 clusters Score -5563702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -5563707.500000 Penalty: 5301.906738
	Iteration 28Q: 3 clusters Score -5563708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -5563707.500000 Penalty: 5301.906738
	Iteration 29F: 3 clusters Score -5563708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Entering Unmasked Estep 
Score: -5538097.000000 Penalty: 2647.361572
	Iteration 0F: 2 clusters Score -5538097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -5508807.500000 Penalty: 5294.723145
	Iteration 0F: 3 clusters Score -5508808 nChanged 19992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -5519889.500000 Penalty: 5294.723145
	Iteration 1F: 3 clusters Score -5519890 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -5520481.500000 Penalty: 5294.723145
	Iteration 2Q: 3 clusters Score -5520482 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -5521281.000000 Penalty: 5294.723145
	Iteration 3Q: 3 clusters Score -5521281 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -5522505.500000 Penalty: 5294.723145
	Iteration 4F: 3 clusters Score -5522506 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -5524427.500000 Penalty: 5294.723145
	Iteration 5F: 3 clusters Score -5524428 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -5527313.500000 Penalty: 5294.723145
	Iteration 6F: 3 clusters Score -5527314 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -5530635.000000 Penalty: 5294.723145
	Iteration 7F: 3 clusters Score -5530635 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -5533670.500000 Penalty: 5294.723145
	Iteration 8F: 3 clusters Score -5533670 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -5535507.500000 Penalty: 5294.723145
	Iteration 9Q: 3 clusters Score -5535508 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -5536453.500000 Penalty: 5294.723145
	Iteration 10Q: 3 clusters Score -5536454 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -5537065.500000 Penalty: 5294.723145
	Iteration 11Q: 3 clusters Score -5537066 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -5537592.000000 Penalty: 5294.723145
	Iteration 12Q: 3 clusters Score -5537592 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -5537998.500000 Penalty: 5294.723145
	Iteration 13Q: 3 clusters Score -5537998 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -5538198.000000 Penalty: 5294.723145
	Iteration 14Q: 3 clusters Score -5538198 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -5538287.500000 Penalty: 5294.723145
	Iteration 15Q: 3 clusters Score -5538288 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -5538341.500000 Penalty: 5294.723145
	Iteration 16Q: 3 clusters Score -5538342 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -5538365.000000 Penalty: 5294.723145
	Iteration 17Q: 3 clusters Score -5538365 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -5538370.500000 Penalty: 5294.723145
	Iteration 18Q: 3 clusters Score -5538370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -5538377.500000 Penalty: 5294.723145
	Iteration 19Q: 3 clusters Score -5538378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -5538381.000000 Penalty: 5294.723145
	Iteration 20F: 3 clusters Score -5538381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -5538387.500000 Penalty: 5294.723145
	Iteration 21Q: 3 clusters Score -5538388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -5538393.000000 Penalty: 5294.723145
	Iteration 22Q: 3 clusters Score -5538393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -5538389.500000 Penalty: 5294.723145
	Iteration 23Q: 3 clusters Score -5538390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -5538395.000000 Penalty: 5294.723145
	Iteration 24Q: 3 clusters Score -5538395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -5538393.500000 Penalty: 5294.723145
	Iteration 25Q: 3 clusters Score -5538394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -5538386.500000 Penalty: 5294.723145
	Iteration 26Q: 3 clusters Score -5538386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -5538386.500000 Penalty: 5294.723145
	Iteration 27Q: 3 clusters Score -5538386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -5538388.000000 Penalty: 5294.723145
	Iteration 28Q: 3 clusters Score -5538388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -5538392.000000 Penalty: 5294.723145
	Iteration 29Q: 3 clusters Score -5538392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -5538392.000000 Penalty: 5294.723145
	Iteration 30F: 3 clusters Score -5538392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284121 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 43885 members 
Mstep: Class 7 contains 7238 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53082 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39639 members 
Mstep: Class 16 contains 106589 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53870 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45794 members 
Mstep: Class 22 contains 15180 members 
Mstep: Class 23 contains 73645 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77966 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152902 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 36016 members 
Entering Unmasked Estep 
Score: -157742544.000000 Penalty: 111509.140625
Splitting cluster 7 changes total score from -157743424.000000 to -157742544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -1171919.750000 Penalty: 2276.866211
	Iteration 0F: 2 clusters Score -1171920 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 4839 members 
Entering Unmasked Estep 
Score: -1164353.125000 Penalty: 4553.732422
	Iteration 0F: 3 clusters Score -1164353 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1166638.375000 Penalty: 4553.732422
	Iteration 1F: 3 clusters Score -1166638 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1167061.125000 Penalty: 4553.732422
	Iteration 2F: 3 clusters Score -1167061 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1167410.250000 Penalty: 4553.732422
	Iteration 3F: 3 clusters Score -1167410 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1167794.250000 Penalty: 4553.732422
	Iteration 4F: 3 clusters Score -1167794 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1168256.375000 Penalty: 4553.732422
	Iteration 5F: 3 clusters Score -1168256 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1168902.250000 Penalty: 4553.732422
	Iteration 6F: 3 clusters Score -1168902 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1169717.250000 Penalty: 4553.732422
	Iteration 7F: 3 clusters Score -1169717 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1170505.000000 Penalty: 4553.732422
	Iteration 8F: 3 clusters Score -1170505 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1171092.750000 Penalty: 4553.732422
	Iteration 9F: 3 clusters Score -1171093 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1171447.750000 Penalty: 4553.732422
	Iteration 10Q: 3 clusters Score -1171448 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1171654.250000 Penalty: 4553.732422
	Iteration 11Q: 3 clusters Score -1171654 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1171767.500000 Penalty: 4553.732422
	Iteration 12Q: 3 clusters Score -1171768 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1171823.000000 Penalty: 4553.732422
	Iteration 13Q: 3 clusters Score -1171823 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1171845.750000 Penalty: 4553.732422
	Iteration 14Q: 3 clusters Score -1171846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1171858.125000 Penalty: 4553.732422
	Iteration 15Q: 3 clusters Score -1171858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1171866.750000 Penalty: 4553.732422
	Iteration 16Q: 3 clusters Score -1171867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1171872.000000 Penalty: 4553.732422
	Iteration 17Q: 3 clusters Score -1171872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1171876.375000 Penalty: 4553.732422
	Iteration 18Q: 3 clusters Score -1171876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1171876.625000 Penalty: 4553.732422
	Iteration 19Q: 3 clusters Score -1171877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1171879.500000 Penalty: 4553.732422
	Iteration 20F: 3 clusters Score -1171880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1171884.500000 Penalty: 4553.732422
	Iteration 21Q: 3 clusters Score -1171884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1171887.250000 Penalty: 4553.732422
	Iteration 22Q: 3 clusters Score -1171887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1171889.875000 Penalty: 4553.732422
	Iteration 23Q: 3 clusters Score -1171890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1171890.375000 Penalty: 4553.732422
	Iteration 24Q: 3 clusters Score -1171890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1171889.625000 Penalty: 4553.732422
	Iteration 25Q: 3 clusters Score -1171890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1171890.000000 Penalty: 4553.732422
	Iteration 26Q: 3 clusters Score -1171890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1171891.125000 Penalty: 4553.732422
	Iteration 27Q: 3 clusters Score -1171891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1171891.125000 Penalty: 4553.732422
	Iteration 28F: 3 clusters Score -1171891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Entering Unmasked Estep 
Score: -731111.437500 Penalty: 2148.558350
	Iteration 0F: 2 clusters Score -731111.4 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 2907 members 
Entering Unmasked Estep 
Score: -726116.437500 Penalty: 4297.116699
	Iteration 0F: 3 clusters Score -726116.4 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -727327.687500 Penalty: 4297.116699
	Iteration 1F: 3 clusters Score -727327.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -727561.937500 Penalty: 4297.116699
	Iteration 2F: 3 clusters Score -727561.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -727732.437500 Penalty: 4297.116699
	Iteration 3F: 3 clusters Score -727732.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -727888.500000 Penalty: 4297.116699
	Iteration 4Q: 3 clusters Score -727888.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -727997.250000 Penalty: 4297.116699
	Iteration 5Q: 3 clusters Score -727997.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -728102.062500 Penalty: 4297.116699
	Iteration 6Q: 3 clusters Score -728102.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -728209.250000 Penalty: 4297.116699
	Iteration 7Q: 3 clusters Score -728209.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -728317.937500 Penalty: 4297.116699
	Iteration 8Q: 3 clusters Score -728317.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -728446.562500 Penalty: 4297.116699
	Iteration 9Q: 3 clusters Score -728446.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -728589.375000 Penalty: 4297.116699
	Iteration 10Q: 3 clusters Score -728589.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -728714.875000 Penalty: 4297.116699
	Iteration 11Q: 3 clusters Score -728714.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -728819.375000 Penalty: 4297.116699
	Iteration 12Q: 3 clusters Score -728819.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -728898.187500 Penalty: 4297.116699
	Iteration 13Q: 3 clusters Score -728898.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -728960.500000 Penalty: 4297.116699
	Iteration 14Q: 3 clusters Score -728960.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -729018.500000 Penalty: 4297.116699
	Iteration 15Q: 3 clusters Score -729018.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -729080.750000 Penalty: 4297.116699
	Iteration 16Q: 3 clusters Score -729080.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -729119.375000 Penalty: 4297.116699
	Iteration 17Q: 3 clusters Score -729119.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -729146.937500 Penalty: 4297.116699
	Iteration 18Q: 3 clusters Score -729146.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -729166.875000 Penalty: 4297.116699
	Iteration 19Q: 3 clusters Score -729166.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -729177.687500 Penalty: 4297.116699
	Iteration 20F: 3 clusters Score -729177.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -729191.562500 Penalty: 4297.116699
	Iteration 21Q: 3 clusters Score -729191.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -729203.062500 Penalty: 4297.116699
	Iteration 22Q: 3 clusters Score -729203.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -729213.312500 Penalty: 4297.116699
	Iteration 23Q: 3 clusters Score -729213.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -729221.062500 Penalty: 4297.116699
	Iteration 24Q: 3 clusters Score -729221.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -729228.125000 Penalty: 4297.116699
	Iteration 25Q: 3 clusters Score -729228.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -729229.562500 Penalty: 4297.116699
	Iteration 26Q: 3 clusters Score -729229.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -729234.812500 Penalty: 4297.116699
	Iteration 27Q: 3 clusters Score -729234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -729238.750000 Penalty: 4297.116699
	Iteration 28Q: 3 clusters Score -729238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -729241.500000 Penalty: 4297.116699
	Iteration 29Q: 3 clusters Score -729241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -729242.937500 Penalty: 4297.116699
	Iteration 30Q: 3 clusters Score -729242.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -729245.750000 Penalty: 4297.116699
	Iteration 31Q: 3 clusters Score -729245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -729246.937500 Penalty: 4297.116699
	Iteration 32Q: 3 clusters Score -729246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -729247.000000 Penalty: 4297.116699
	Iteration 33Q: 3 clusters Score -729247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -729247.000000 Penalty: 4297.116699
	Iteration 34F: 3 clusters Score -729247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Entering Unmasked Estep 
Score: -2019785.000000 Penalty: 2403.162109
	Iteration 0F: 2 clusters Score -2019785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2008330.625000 Penalty: 4806.324219
	Iteration 0F: 3 clusters Score -2008331 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2011917.750000 Penalty: 4806.324219
	Iteration 1F: 3 clusters Score -2011918 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2012284.375000 Penalty: 4806.324219
	Iteration 2F: 3 clusters Score -2012284 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2012614.500000 Penalty: 4806.324219
	Iteration 3Q: 3 clusters Score -2012614 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2012930.000000 Penalty: 4806.324219
	Iteration 4Q: 3 clusters Score -2012930 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2013255.250000 Penalty: 4806.324219
	Iteration 5Q: 3 clusters Score -2013255 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2013657.375000 Penalty: 4806.324219
	Iteration 6Q: 3 clusters Score -2013657 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2014184.750000 Penalty: 4806.324219
	Iteration 7F: 3 clusters Score -2014185 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2014743.500000 Penalty: 4806.324219
	Iteration 8F: 3 clusters Score -2014744 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2015258.625000 Penalty: 4806.324219
	Iteration 9F: 3 clusters Score -2015259 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2015702.625000 Penalty: 4806.324219
	Iteration 10Q: 3 clusters Score -2015703 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2016034.625000 Penalty: 4806.324219
	Iteration 11Q: 3 clusters Score -2016035 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2016286.000000 Penalty: 4806.324219
	Iteration 12Q: 3 clusters Score -2016286 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2016432.625000 Penalty: 4806.324219
	Iteration 13Q: 3 clusters Score -2016433 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2016524.125000 Penalty: 4806.324219
	Iteration 14Q: 3 clusters Score -2016524 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2016578.125000 Penalty: 4806.324219
	Iteration 15Q: 3 clusters Score -2016578 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2016611.125000 Penalty: 4806.324219
	Iteration 16Q: 3 clusters Score -2016611 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2016634.500000 Penalty: 4806.324219
	Iteration 17Q: 3 clusters Score -2016634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2016652.625000 Penalty: 4806.324219
	Iteration 18Q: 3 clusters Score -2016653 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2016671.375000 Penalty: 4806.324219
	Iteration 19Q: 3 clusters Score -2016671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2016687.250000 Penalty: 4806.324219
	Iteration 20F: 3 clusters Score -2016687 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2016697.500000 Penalty: 4806.324219
	Iteration 21Q: 3 clusters Score -2016698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2016707.750000 Penalty: 4806.324219
	Iteration 22Q: 3 clusters Score -2016708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2016718.750000 Penalty: 4806.324219
	Iteration 23Q: 3 clusters Score -2016719 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2016730.625000 Penalty: 4806.324219
	Iteration 24Q: 3 clusters Score -2016731 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2016739.000000 Penalty: 4806.324219
	Iteration 25Q: 3 clusters Score -2016739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2016739.000000 Penalty: 4806.324219
	Iteration 26Q: 3 clusters Score -2016739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2016751.625000 Penalty: 4806.324219
	Iteration 27Q: 3 clusters Score -2016752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2016761.125000 Penalty: 4806.324219
	Iteration 28Q: 3 clusters Score -2016761 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2016773.125000 Penalty: 4806.324219
	Iteration 29Q: 3 clusters Score -2016773 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2016781.625000 Penalty: 4806.324219
	Iteration 30Q: 3 clusters Score -2016782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2016790.625000 Penalty: 4806.324219
	Iteration 31Q: 3 clusters Score -2016791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2016791.625000 Penalty: 4806.324219
	Iteration 32Q: 3 clusters Score -2016792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2016802.000000 Penalty: 4806.324219
	Iteration 33Q: 3 clusters Score -2016802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2016815.250000 Penalty: 4806.324219
	Iteration 34Q: 3 clusters Score -2016815 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2016815.500000 Penalty: 4806.324219
	Iteration 35Q: 3 clusters Score -2016816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2016831.625000 Penalty: 4806.324219
	Iteration 36Q: 3 clusters Score -2016832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2016845.125000 Penalty: 4806.324219
	Iteration 37Q: 3 clusters Score -2016845 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2016864.000000 Penalty: 4806.324219
	Iteration 38Q: 3 clusters Score -2016864 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2016876.250000 Penalty: 4806.324219
	Iteration 39Q: 3 clusters Score -2016876 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2016898.000000 Penalty: 4806.324219
	Iteration 40F: 3 clusters Score -2016898 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2016911.125000 Penalty: 4806.324219
	Iteration 41Q: 3 clusters Score -2016911 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2016924.000000 Penalty: 4806.324219
	Iteration 42Q: 3 clusters Score -2016924 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2016940.375000 Penalty: 4806.324219
	Iteration 43Q: 3 clusters Score -2016940 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2016963.625000 Penalty: 4806.324219
	Iteration 44Q: 3 clusters Score -2016964 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2016985.625000 Penalty: 4806.324219
	Iteration 45Q: 3 clusters Score -2016986 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2017000.625000 Penalty: 4806.324219
	Iteration 46Q: 3 clusters Score -2017001 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2017021.875000 Penalty: 4806.324219
	Iteration 47Q: 3 clusters Score -2017022 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2017037.375000 Penalty: 4806.324219
	Iteration 48Q: 3 clusters Score -2017037 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2017060.000000 Penalty: 4806.324219
	Iteration 49Q: 3 clusters Score -2017060 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2017076.500000 Penalty: 4806.324219
	Iteration 50Q: 3 clusters Score -2017076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2017089.125000 Penalty: 4806.324219
	Iteration 51Q: 3 clusters Score -2017089 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2017097 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2017110.000000 Penalty: 4806.324219
	Iteration 53Q: 3 clusters Score -2017110 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2017130.625000 Penalty: 4806.324219
	Iteration 54Q: 3 clusters Score -2017131 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2017145.875000 Penalty: 4806.324219
	Iteration 55Q: 3 clusters Score -2017146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2017166.000000 Penalty: 4806.324219
	Iteration 56Q: 3 clusters Score -2017166 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2017178.500000 Penalty: 4806.324219
	Iteration 57Q: 3 clusters Score -2017178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2017198.500000 Penalty: 4806.324219
	Iteration 58Q: 3 clusters Score -2017198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2017209.375000 Penalty: 4806.324219
	Iteration 59Q: 3 clusters Score -2017209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2017230.125000 Penalty: 4806.324219
	Iteration 60F: 3 clusters Score -2017230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2017249.750000 Penalty: 4806.324219
	Iteration 61Q: 3 clusters Score -2017250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2017271.000000 Penalty: 4806.324219
	Iteration 62Q: 3 clusters Score -2017271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2017298.875000 Penalty: 4806.324219
	Iteration 63Q: 3 clusters Score -2017299 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2017323.625000 Penalty: 4806.324219
	Iteration 64Q: 3 clusters Score -2017324 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2017342.750000 Penalty: 4806.324219
	Iteration 65Q: 3 clusters Score -2017343 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2017372.750000 Penalty: 4806.324219
	Iteration 66Q: 3 clusters Score -2017373 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2017388.625000 Penalty: 4806.324219
	Iteration 67Q: 3 clusters Score -2017389 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2017405.125000 Penalty: 4806.324219
	Iteration 68Q: 3 clusters Score -2017405 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2017419.625000 Penalty: 4806.324219
	Iteration 69Q: 3 clusters Score -2017420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2017437.250000 Penalty: 4806.324219
	Iteration 70Q: 3 clusters Score -2017437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2017444.500000 Penalty: 4806.324219
	Iteration 71Q: 3 clusters Score -2017444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2017459.625000 Penalty: 4806.324219
	Iteration 72Q: 3 clusters Score -2017460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2017473.250000 Penalty: 4806.324219
	Iteration 73Q: 3 clusters Score -2017473 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2017484.875000 Penalty: 4806.324219
	Iteration 74Q: 3 clusters Score -2017485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2017494.750000 Penalty: 4806.324219
	Iteration 75Q: 3 clusters Score -2017495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2017510.750000 Penalty: 4806.324219
	Iteration 76Q: 3 clusters Score -2017511 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2017524.125000 Penalty: 4806.324219
	Iteration 77Q: 3 clusters Score -2017524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2017537.875000 Penalty: 4806.324219
	Iteration 78Q: 3 clusters Score -2017538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2017547.000000 Penalty: 4806.324219
	Iteration 79Q: 3 clusters Score -2017547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2017570.000000 Penalty: 4806.324219
	Iteration 80F: 3 clusters Score -2017570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2017587.625000 Penalty: 4806.324219
	Iteration 81Q: 3 clusters Score -2017588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2017593.750000 Penalty: 4806.324219
	Iteration 82Q: 3 clusters Score -2017594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2017602.875000 Penalty: 4806.324219
	Iteration 83Q: 3 clusters Score -2017603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2017606.625000 Penalty: 4806.324219
	Iteration 84Q: 3 clusters Score -2017607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2017613.250000 Penalty: 4806.324219
	Iteration 85Q: 3 clusters Score -2017613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2017617.375000 Penalty: 4806.324219
	Iteration 86Q: 3 clusters Score -2017617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2017621.375000 Penalty: 4806.324219
	Iteration 87Q: 3 clusters Score -2017621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2017628.500000 Penalty: 4806.324219
	Iteration 88Q: 3 clusters Score -2017628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2017630.250000 Penalty: 4806.324219
	Iteration 89Q: 3 clusters Score -2017630 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2017634.875000 Penalty: 4806.324219
	Iteration 90Q: 3 clusters Score -2017635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2017642.500000 Penalty: 4806.324219
	Iteration 91Q: 3 clusters Score -2017642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2017648.750000 Penalty: 4806.324219
	Iteration 92Q: 3 clusters Score -2017649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2017654.000000 Penalty: 4806.324219
	Iteration 93Q: 3 clusters Score -2017654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2017657.875000 Penalty: 4806.324219
	Iteration 94Q: 3 clusters Score -2017658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2017670.125000 Penalty: 4806.324219
	Iteration 95Q: 3 clusters Score -2017670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2017675.875000 Penalty: 4806.324219
	Iteration 96Q: 3 clusters Score -2017676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2017684.750000 Penalty: 4806.324219
	Iteration 97Q: 3 clusters Score -2017685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2017694.625000 Penalty: 4806.324219
	Iteration 98Q: 3 clusters Score -2017695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2017700.500000 Penalty: 4806.324219
	Iteration 99Q: 3 clusters Score -2017700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2017705.500000 Penalty: 4806.324219
	Iteration 100F: 3 clusters Score -2017706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2017717.375000 Penalty: 4806.324219
	Iteration 101Q: 3 clusters Score -2017717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2017722.125000 Penalty: 4806.324219
	Iteration 102Q: 3 clusters Score -2017722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2017735.375000 Penalty: 4806.324219
	Iteration 103Q: 3 clusters Score -2017735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2017741.875000 Penalty: 4806.324219
	Iteration 104Q: 3 clusters Score -2017742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2017746.500000 Penalty: 4806.324219
	Iteration 105Q: 3 clusters Score -2017746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2017754.500000 Penalty: 4806.324219
	Iteration 106Q: 3 clusters Score -2017754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2017753.750000 Penalty: 4806.324219
	Iteration 107Q: 3 clusters Score -2017754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2017756.875000 Penalty: 4806.324219
	Iteration 108Q: 3 clusters Score -2017757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2017760.500000 Penalty: 4806.324219
	Iteration 109Q: 3 clusters Score -2017760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2017769.750000 Penalty: 4806.324219
	Iteration 110Q: 3 clusters Score -2017770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2017773.625000 Penalty: 4806.324219
	Iteration 111Q: 3 clusters Score -2017774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2017779.125000 Penalty: 4806.324219
	Iteration 112Q: 3 clusters Score -2017779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2017776.125000 Penalty: 4806.324219
	Iteration 113Q: 3 clusters Score -2017776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2017777.250000 Penalty: 4806.324219
	Iteration 114Q: 3 clusters Score -2017777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2017776.000000 Penalty: 4806.324219
	Iteration 115Q: 3 clusters Score -2017776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2017775.000000 Penalty: 4806.324219
	Iteration 116Q: 3 clusters Score -2017775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2017778.250000 Penalty: 4806.324219
	Iteration 117Q: 3 clusters Score -2017778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2017776.625000 Penalty: 4806.324219
	Iteration 118Q: 3 clusters Score -2017777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2017777.500000 Penalty: 4806.324219
	Iteration 119Q: 3 clusters Score -2017778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2017776.250000 Penalty: 4806.324219
	Iteration 120F: 3 clusters Score -2017776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2017777.750000 Penalty: 4806.324219
	Iteration 121Q: 3 clusters Score -2017778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2017777.750000 Penalty: 4806.324219
	Iteration 122F: 3 clusters Score -2017778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Entering Unmasked Estep 
Score: -3817960.500000 Penalty: 2559.594727
	Iteration 0F: 2 clusters Score -3817960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3797165.500000 Penalty: 5119.189453
	Iteration 0F: 3 clusters Score -3797166 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3805238.750000 Penalty: 5119.189453
	Iteration 1F: 3 clusters Score -3805239 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3806831.000000 Penalty: 5119.189453
	Iteration 2F: 3 clusters Score -3806831 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3808832.250000 Penalty: 5119.189453
	Iteration 3F: 3 clusters Score -3808832 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3810770.500000 Penalty: 5119.189453
	Iteration 4F: 3 clusters Score -3810770 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -3812069.000000 Penalty: 5119.189453
	Iteration 5F: 3 clusters Score -3812069 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3812771.750000 Penalty: 5119.189453
	Iteration 6F: 3 clusters Score -3812772 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3813083.500000 Penalty: 5119.189453
	Iteration 7Q: 3 clusters Score -3813084 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3813215.250000 Penalty: 5119.189453
	Iteration 8Q: 3 clusters Score -3813215 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3813284.250000 Penalty: 5119.189453
	Iteration 9Q: 3 clusters Score -3813284 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3813365.250000 Penalty: 5119.189453
	Iteration 10Q: 3 clusters Score -3813365 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3813440.750000 Penalty: 5119.189453
	Iteration 11Q: 3 clusters Score -3813441 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3813514.500000 Penalty: 5119.189453
	Iteration 12Q: 3 clusters Score -3813514 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3813558.500000 Penalty: 5119.189453
	Iteration 13Q: 3 clusters Score -3813558 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3813629.000000 Penalty: 5119.189453
	Iteration 14Q: 3 clusters Score -3813629 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3813690.250000 Penalty: 5119.189453
	Iteration 15Q: 3 clusters Score -3813690 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -3813763.500000 Penalty: 5119.189453
	Iteration 16Q: 3 clusters Score -3813764 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3813849.000000 Penalty: 5119.189453
	Iteration 17Q: 3 clusters Score -3813849 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3813899.250000 Penalty: 5119.189453
	Iteration 18Q: 3 clusters Score -3813899 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3814010.250000 Penalty: 5119.189453
	Iteration 19Q: 3 clusters Score -3814010 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3814142.000000 Penalty: 5119.189453
	Iteration 20F: 3 clusters Score -3814142 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3814284.000000 Penalty: 5119.189453
	Iteration 21Q: 3 clusters Score -3814284 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3814414.500000 Penalty: 5119.189453
	Iteration 22Q: 3 clusters Score -3814414 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3814551.750000 Penalty: 5119.189453
	Iteration 23Q: 3 clusters Score -3814552 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3814680.750000 Penalty: 5119.189453
	Iteration 24Q: 3 clusters Score -3814681 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3814815.750000 Penalty: 5119.189453
	Iteration 25Q: 3 clusters Score -3814816 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3814959.250000 Penalty: 5119.189453
	Iteration 26Q: 3 clusters Score -3814959 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3815095.000000 Penalty: 5119.189453
	Iteration 27Q: 3 clusters Score -3815095 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -3815248.250000 Penalty: 5119.189453
	Iteration 28Q: 3 clusters Score -3815248 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3815341.000000 Penalty: 5119.189453
	Iteration 29Q: 3 clusters Score -3815341 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3815440.000000 Penalty: 5119.189453
	Iteration 30Q: 3 clusters Score -3815440 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3815506.750000 Penalty: 5119.189453
	Iteration 31Q: 3 clusters Score -3815507 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3815537.750000 Penalty: 5119.189453
	Iteration 32Q: 3 clusters Score -3815538 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3815565.750000 Penalty: 5119.189453
	Iteration 33Q: 3 clusters Score -3815566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3815607.000000 Penalty: 5119.189453
	Iteration 34Q: 3 clusters Score -3815607 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3815632.000000 Penalty: 5119.189453
	Iteration 35Q: 3 clusters Score -3815632 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3815655.750000 Penalty: 5119.189453
	Iteration 36Q: 3 clusters Score -3815656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3815665.750000 Penalty: 5119.189453
	Iteration 37Q: 3 clusters Score -3815666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3815675.250000 Penalty: 5119.189453
	Iteration 38Q: 3 clusters Score -3815675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -3815688.500000 Penalty: 5119.189453
	Iteration 39Q: 3 clusters Score -3815688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3815697.500000 Penalty: 5119.189453
	Iteration 40F: 3 clusters Score -3815698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3815717.250000 Penalty: 5119.189453
	Iteration 41Q: 3 clusters Score -3815717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3815726.250000 Penalty: 5119.189453
	Iteration 42Q: 3 clusters Score -3815726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3815740.000000 Penalty: 5119.189453
	Iteration 43Q: 3 clusters Score -3815740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3815752.750000 Penalty: 5119.189453
	Iteration 44Q: 3 clusters Score -3815753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3815770.250000 Penalty: 5119.189453
	Iteration 45Q: 3 clusters Score -3815770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3815789.500000 Penalty: 5119.189453
	Iteration 46Q: 3 clusters Score -3815790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3815805.500000 Penalty: 5119.189453
	Iteration 47Q: 3 clusters Score -3815806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3815821.750000 Penalty: 5119.189453
	Iteration 48Q: 3 clusters Score -3815822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3815829.500000 Penalty: 5119.189453
	Iteration 49Q: 3 clusters Score -3815830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3815841.750000 Penalty: 5119.189453
	Iteration 50Q: 3 clusters Score -3815842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3815849.500000 Penalty: 5119.189453
	Iteration 51Q: 3 clusters Score -3815850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3815855.250000 Penalty: 5119.189453
	Iteration 52Q: 3 clusters Score -3815855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3815877.250000 Penalty: 5119.189453
	Iteration 53Q: 3 clusters Score -3815877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3815883.000000 Penalty: 5119.189453
	Iteration 54Q: 3 clusters Score -3815883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3815901.750000 Penalty: 5119.189453
	Iteration 55Q: 3 clusters Score -3815902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -3815911.000000 Penalty: 5119.189453
	Iteration 56Q: 3 clusters Score -3815911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3815906.000000 Penalty: 5119.189453
	Iteration 57Q: 3 clusters Score -3815906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3815912.750000 Penalty: 5119.189453
	Iteration 58Q: 3 clusters Score -3815913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3815913.500000 Penalty: 5119.189453
	Iteration 59Q: 3 clusters Score -3815914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -3815919.000000 Penalty: 5119.189453
	Iteration 60F: 3 clusters Score -3815919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -3815922.750000 Penalty: 5119.189453
	Iteration 61Q: 3 clusters Score -3815923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -3815921.500000 Penalty: 5119.189453
	Iteration 62Q: 3 clusters Score -3815922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -3815923.250000 Penalty: 5119.189453
	Iteration 63Q: 3 clusters Score -3815923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -3815923.250000 Penalty: 5119.189453
	Iteration 64Q: 3 clusters Score -3815923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -3815929.750000 Penalty: 5119.189453
	Iteration 65Q: 3 clusters Score -3815930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3815928.750000 Penalty: 5119.189453
	Iteration 66Q: 3 clusters Score -3815929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -3815932.000000 Penalty: 5119.189453
	Iteration 67Q: 3 clusters Score -3815932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -3815933.000000 Penalty: 5119.189453
	Iteration 68Q: 3 clusters Score -3815933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -3815932.250000 Penalty: 5119.189453
	Iteration 69Q: 3 clusters Score -3815932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -3815932.250000 Penalty: 5119.189453
	Iteration 70F: 3 clusters Score -3815932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Entering Unmasked Estep 
Score: -1543932.125000 Penalty: 2345.734131
	Iteration 0F: 2 clusters Score -1543932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1534393.000000 Penalty: 4691.468262
	Iteration 0F: 3 clusters Score -1534393 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1537506.125000 Penalty: 4691.468262
	Iteration 1F: 3 clusters Score -1537506 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1538033.750000 Penalty: 4691.468262
	Iteration 2F: 3 clusters Score -1538034 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1538560.750000 Penalty: 4691.468262
	Iteration 3F: 3 clusters Score -1538561 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1539012.500000 Penalty: 4691.468262
	Iteration 4F: 3 clusters Score -1539012 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1539363.750000 Penalty: 4691.468262
	Iteration 5Q: 3 clusters Score -1539364 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1539676.500000 Penalty: 4691.468262
	Iteration 6Q: 3 clusters Score -1539676 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1540109.750000 Penalty: 4691.468262
	Iteration 7Q: 3 clusters Score -1540110 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1540659.000000 Penalty: 4691.468262
	Iteration 8Q: 3 clusters Score -1540659 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1541310.500000 Penalty: 4691.468262
	Iteration 9F: 3 clusters Score -1541310 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1541958.125000 Penalty: 4691.468262
	Iteration 10F: 3 clusters Score -1541958 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1542477.750000 Penalty: 4691.468262
	Iteration 11Q: 3 clusters Score -1542478 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1542851.875000 Penalty: 4691.468262
	Iteration 12Q: 3 clusters Score -1542852 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1543156.875000 Penalty: 4691.468262
	Iteration 13Q: 3 clusters Score -1543157 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1543390.625000 Penalty: 4691.468262
	Iteration 14Q: 3 clusters Score -1543391 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1543497.375000 Penalty: 4691.468262
	Iteration 15Q: 3 clusters Score -1543497 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1543561.000000 Penalty: 4691.468262
	Iteration 16Q: 3 clusters Score -1543561 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1543604.875000 Penalty: 4691.468262
	Iteration 17Q: 3 clusters Score -1543605 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1543617.875000 Penalty: 4691.468262
	Iteration 18Q: 3 clusters Score -1543618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1543626.125000 Penalty: 4691.468262
	Iteration 19Q: 3 clusters Score -1543626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1543631.250000 Penalty: 4691.468262
	Iteration 20F: 3 clusters Score -1543631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1543629.375000 Penalty: 4691.468262
	Iteration 21Q: 3 clusters Score -1543629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1543634.000000 Penalty: 4691.468262
	Iteration 22Q: 3 clusters Score -1543634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1543634.375000 Penalty: 4691.468262
	Iteration 23Q: 3 clusters Score -1543634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1543633.875000 Penalty: 4691.468262
	Iteration 24Q: 3 clusters Score -1543634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1543636.625000 Penalty: 4691.468262
	Iteration 25Q: 3 clusters Score -1543637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1543637.625000 Penalty: 4691.468262
	Iteration 26Q: 3 clusters Score -1543638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1543638.250000 Penalty: 4691.468262
	Iteration 27Q: 3 clusters Score -1543638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1543638.250000 Penalty: 4691.468262
	Iteration 28F: 3 clusters Score -1543638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Entering Unmasked Estep 
Score: -6852800.000000 Penalty: 2698.139160
	Iteration 0F: 2 clusters Score -6852800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -6817110.500000 Penalty: 5396.278320
	Iteration 0F: 3 clusters Score -6817110 nChanged 24515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -6830640.500000 Penalty: 5396.278320
	Iteration 1F: 3 clusters Score -6830640 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -6831144.000000 Penalty: 5396.278320
	Iteration 2Q: 3 clusters Score -6831144 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -6831619.500000 Penalty: 5396.278320
	Iteration 3Q: 3 clusters Score -6831620 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -6832102.000000 Penalty: 5396.278320
	Iteration 4Q: 3 clusters Score -6832102 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -6832481.000000 Penalty: 5396.278320
	Iteration 5Q: 3 clusters Score -6832481 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -6833012.500000 Penalty: 5396.278320
	Iteration 6Q: 3 clusters Score -6833012 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -6833570.500000 Penalty: 5396.278320
	Iteration 7Q: 3 clusters Score -6833570 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -6834289.000000 Penalty: 5396.278320
	Iteration 8Q: 3 clusters Score -6834289 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -6835320.000000 Penalty: 5396.278320
	Iteration 9Q: 3 clusters Score -6835320 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -6836895.000000 Penalty: 5396.278320
	Iteration 10Q: 3 clusters Score -6836895 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -6839152.000000 Penalty: 5396.278320
	Iteration 11F: 3 clusters Score -6839152 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -6841367.000000 Penalty: 5396.278320
	Iteration 12F: 3 clusters Score -6841367 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -6842650.000000 Penalty: 5396.278320
	Iteration 13Q: 3 clusters Score -6842650 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -6843168.500000 Penalty: 5396.278320
	Iteration 14Q: 3 clusters Score -6843168 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -6843491.000000 Penalty: 5396.278320
	Iteration 15Q: 3 clusters Score -6843491 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -6843754.000000 Penalty: 5396.278320
	Iteration 16Q: 3 clusters Score -6843754 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -6843955.500000 Penalty: 5396.278320
	Iteration 17Q: 3 clusters Score -6843956 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -6844181.000000 Penalty: 5396.278320
	Iteration 18Q: 3 clusters Score -6844181 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -6844372.000000 Penalty: 5396.278320
	Iteration 19Q: 3 clusters Score -6844372 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -6844511.500000 Penalty: 5396.278320
	Iteration 20F: 3 clusters Score -6844512 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -6844628.000000 Penalty: 5396.278320
	Iteration 21Q: 3 clusters Score -6844628 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -6844719.000000 Penalty: 5396.278320
	Iteration 22Q: 3 clusters Score -6844719 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -6844817.000000 Penalty: 5396.278320
	Iteration 23Q: 3 clusters Score -6844817 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -6844878.500000 Penalty: 5396.278320
	Iteration 24Q: 3 clusters Score -6844878 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -6844949.000000 Penalty: 5396.278320
	Iteration 25Q: 3 clusters Score -6844949 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -6845000.500000 Penalty: 5396.278320
	Iteration 26Q: 3 clusters Score -6845000 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -6845075.000000 Penalty: 5396.278320
	Iteration 27Q: 3 clusters Score -6845075 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -6845135.000000 Penalty: 5396.278320
	Iteration 28Q: 3 clusters Score -6845135 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -6845202.500000 Penalty: 5396.278320
	Iteration 29Q: 3 clusters Score -6845202 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -6845220.500000 Penalty: 5396.278320
	Iteration 30Q: 3 clusters Score -6845220 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -6845252.500000 Penalty: 5396.278320
	Iteration 31Q: 3 clusters Score -6845252 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -6845292.000000 Penalty: 5396.278320
	Iteration 32Q: 3 clusters Score -6845292 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -6845315.500000 Penalty: 5396.278320
	Iteration 33Q: 3 clusters Score -6845316 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -6845357.000000 Penalty: 5396.278320
	Iteration 34Q: 3 clusters Score -6845357 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -6845386.000000 Penalty: 5396.278320
	Iteration 35Q: 3 clusters Score -6845386 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -6845401.500000 Penalty: 5396.278320
	Iteration 36Q: 3 clusters Score -6845402 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -6845418.500000 Penalty: 5396.278320
	Iteration 37Q: 3 clusters Score -6845418 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -6845463.500000 Penalty: 5396.278320
	Iteration 38Q: 3 clusters Score -6845464 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -6845477.500000 Penalty: 5396.278320
	Iteration 39Q: 3 clusters Score -6845478 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -6845496.000000 Penalty: 5396.278320
	Iteration 40F: 3 clusters Score -6845496 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -6845514.000000 Penalty: 5396.278320
	Iteration 41Q: 3 clusters Score -6845514 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -6845525.500000 Penalty: 5396.278320
	Iteration 42Q: 3 clusters Score -6845526 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -6845545.500000 Penalty: 5396.278320
	Iteration 43Q: 3 clusters Score -6845546 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -6845548.000000 Penalty: 5396.278320
	Iteration 44Q: 3 clusters Score -6845548 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -6845548.000000 Penalty: 5396.278320
	Iteration 45Q: 3 clusters Score -6845548 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -6845576.000000 Penalty: 5396.278320
	Iteration 46Q: 3 clusters Score -6845576 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -6845583.000000 Penalty: 5396.278320
	Iteration 47Q: 3 clusters Score -6845583 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -6845593.500000 Penalty: 5396.278320
	Iteration 48Q: 3 clusters Score -6845594 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -6845611.000000 Penalty: 5396.278320
	Iteration 49Q: 3 clusters Score -6845611 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -6845613.000000 Penalty: 5396.278320
	Iteration 50Q: 3 clusters Score -6845613 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -6845625.500000 Penalty: 5396.278320
	Iteration 51Q: 3 clusters Score -6845626 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -6845651.000000 Penalty: 5396.278320
	Iteration 52Q: 3 clusters Score -6845651 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -6845667.500000 Penalty: 5396.278320
	Iteration 53Q: 3 clusters Score -6845668 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -6845676.000000 Penalty: 5396.278320
	Iteration 54Q: 3 clusters Score -6845676 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -6845695.500000 Penalty: 5396.278320
	Iteration 55Q: 3 clusters Score -6845696 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -6845689.500000 Penalty: 5396.278320
	Iteration 56Q: 3 clusters Score -6845690 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -6845715.000000 Penalty: 5396.278320
	Iteration 57Q: 3 clusters Score -6845715 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -6845729.500000 Penalty: 5396.278320
	Iteration 58Q: 3 clusters Score -6845730 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -6845748.500000 Penalty: 5396.278320
	Iteration 59Q: 3 clusters Score -6845748 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -6845758.500000 Penalty: 5396.278320
	Iteration 60F: 3 clusters Score -6845758 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -6845762.500000 Penalty: 5396.278320
	Iteration 61Q: 3 clusters Score -6845762 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -6845796.000000 Penalty: 5396.278320
	Iteration 62Q: 3 clusters Score -6845796 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -6845824.500000 Penalty: 5396.278320
	Iteration 63Q: 3 clusters Score -6845824 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -6845850.500000 Penalty: 5396.278320
	Iteration 64Q: 3 clusters Score -6845850 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -6845893.000000 Penalty: 5396.278320
	Iteration 65Q: 3 clusters Score -6845893 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -6845917.500000 Penalty: 5396.278320
	Iteration 66Q: 3 clusters Score -6845918 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -6845957.500000 Penalty: 5396.278320
	Iteration 67Q: 3 clusters Score -6845958 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -6845988.500000 Penalty: 5396.278320
	Iteration 68Q: 3 clusters Score -6845988 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -6845999.500000 Penalty: 5396.278320
	Iteration 69Q: 3 clusters Score -6846000 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -6846050.000000 Penalty: 5396.278320
	Iteration 70Q: 3 clusters Score -6846050 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -6846103.500000 Penalty: 5396.278320
	Iteration 71Q: 3 clusters Score -6846104 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -6846146.000000 Penalty: 5396.278320
	Iteration 72Q: 3 clusters Score -6846146 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -6846179.000000 Penalty: 5396.278320
	Iteration 73Q: 3 clusters Score -6846179 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -6846202.500000 Penalty: 5396.278320
	Iteration 74Q: 3 clusters Score -6846202 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -6846245.500000 Penalty: 5396.278320
	Iteration 75Q: 3 clusters Score -6846246 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -6846277.500000 Penalty: 5396.278320
	Iteration 76Q: 3 clusters Score -6846278 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6846360 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6846424 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6846498 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -6846564.500000 Penalty: 5396.278320
	Iteration 80F: 3 clusters Score -6846564 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6846618 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -6846666.500000 Penalty: 5396.278320
	Iteration 82Q: 3 clusters Score -6846666 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6846752 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6846802 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6846889 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6846964 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6847080 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6847234 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6847352 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6847472 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6847668 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6847811 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6847992 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -6848185.500000 Penalty: 5396.278320
	Iteration 94Q: 3 clusters Score -6848186 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -6848350.000000 Penalty: 5396.278320
	Iteration 95Q: 3 clusters Score -6848350 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -6848535.000000 Penalty: 5396.278320
	Iteration 96Q: 3 clusters Score -6848535 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -6848696.000000 Penalty: 5396.278320
	Iteration 97Q: 3 clusters Score -6848696 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -6848846.500000 Penalty: 5396.278320
	Iteration 98Q: 3 clusters Score -6848846 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -6848978.500000 Penalty: 5396.278320
	Iteration 99Q: 3 clusters Score -6848978 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -6849136.000000 Penalty: 5396.278320
	Iteration 100F: 3 clusters Score -6849136 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6849241.500000 Penalty: 5396.278320
	Iteration 101Q: 3 clusters Score -6849242 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -6849337.500000 Penalty: 5396.278320
	Iteration 102Q: 3 clusters Score -6849338 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -6849411.500000 Penalty: 5396.278320
	Iteration 103Q: 3 clusters Score -6849412 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -6849491.000000 Penalty: 5396.278320
	Iteration 104Q: 3 clusters Score -6849491 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6849617.000000 Penalty: 5396.278320
	Iteration 105Q: 3 clusters Score -6849617 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6849714 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6849800 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6849889.000000 Penalty: 5396.278320
	Iteration 108Q: 3 clusters Score -6849889 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6849960.500000 Penalty: 5396.278320
	Iteration 109Q: 3 clusters Score -6849960 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6850013.000000 Penalty: 5396.278320
	Iteration 110Q: 3 clusters Score -6850013 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6850082.000000 Penalty: 5396.278320
	Iteration 111Q: 3 clusters Score -6850082 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6850152.000000 Penalty: 5396.278320
	Iteration 112Q: 3 clusters Score -6850152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6850182.000000 Penalty: 5396.278320
	Iteration 113Q: 3 clusters Score -6850182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6850228.500000 Penalty: 5396.278320
	Iteration 114Q: 3 clusters Score -6850228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6850261.000000 Penalty: 5396.278320
	Iteration 115Q: 3 clusters Score -6850261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6850280.000000 Penalty: 5396.278320
	Iteration 116Q: 3 clusters Score -6850280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6850306.500000 Penalty: 5396.278320
	Iteration 117Q: 3 clusters Score -6850306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6850337.500000 Penalty: 5396.278320
	Iteration 118Q: 3 clusters Score -6850338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6850375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6850406.000000 Penalty: 5396.278320
	Iteration 120F: 3 clusters Score -6850406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6850420.000000 Penalty: 5396.278320
	Iteration 121Q: 3 clusters Score -6850420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6850453.500000 Penalty: 5396.278320
	Iteration 122Q: 3 clusters Score -6850454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6850488.500000 Penalty: 5396.278320
	Iteration 123Q: 3 clusters Score -6850488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6850506.500000 Penalty: 5396.278320
	Iteration 124Q: 3 clusters Score -6850506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6850513.500000 Penalty: 5396.278320
	Iteration 125Q: 3 clusters Score -6850514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6850523.000000 Penalty: 5396.278320
	Iteration 126Q: 3 clusters Score -6850523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6850524.500000 Penalty: 5396.278320
	Iteration 127Q: 3 clusters Score -6850524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6850529.000000 Penalty: 5396.278320
	Iteration 128Q: 3 clusters Score -6850529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6850533.000000 Penalty: 5396.278320
	Iteration 129Q: 3 clusters Score -6850533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6850536.000000 Penalty: 5396.278320
	Iteration 130Q: 3 clusters Score -6850536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6850537.000000 Penalty: 5396.278320
	Iteration 131Q: 3 clusters Score -6850537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6850533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6850545.500000 Penalty: 5396.278320
	Iteration 133Q: 3 clusters Score -6850546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6850543.000000 Penalty: 5396.278320
	Iteration 134Q: 3 clusters Score -6850543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6850544.500000 Penalty: 5396.278320
	Iteration 135Q: 3 clusters Score -6850544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6850547.500000 Penalty: 5396.278320
	Iteration 136Q: 3 clusters Score -6850548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6850544.500000 Penalty: 5396.278320
	Iteration 137Q: 3 clusters Score -6850544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6850548.000000 Penalty: 5396.278320
	Iteration 138Q: 3 clusters Score -6850548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6850548.500000 Penalty: 5396.278320
	Iteration 139Q: 3 clusters Score -6850548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6850551.000000 Penalty: 5396.278320
	Iteration 140F: 3 clusters Score -6850551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6850546.000000 Penalty: 5396.278320
	Iteration 141Q: 3 clusters Score -6850546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6850546 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
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	Iteration 143F: 3 clusters Score -6850546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104399 members 
Entering Unmasked Estep 
Score: -13134212.000000 Penalty: 2865.881836
	Iteration 0F: 2 clusters Score -1.313421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1.306452e+07 nChanged 49645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.309368e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1.30963e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -13100481.000000 Penalty: 5731.763672
	Iteration 3F: 3 clusters Score -1.310048e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 70407 members 
Entering Unmasked Estep 
Score: -13106142.000000 Penalty: 5731.763672
	Iteration 4F: 3 clusters Score -1.310614e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -13111726.000000 Penalty: 5731.763672
	Iteration 5F: 3 clusters Score -1.311173e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -13116128.000000 Penalty: 5731.763672
	Iteration 6F: 3 clusters Score -1.311613e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 86967 members 
Entering Unmasked Estep 
Score: -13119693.000000 Penalty: 5731.763672
	Iteration 7F: 3 clusters Score -1.311969e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -13122809.000000 Penalty: 5731.763672
	Iteration 8Q: 3 clusters Score -1.312281e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 95241 members 
Entering Unmasked Estep 
Score: -13125890.000000 Penalty: 5731.763672
	Iteration 9Q: 3 clusters Score -1.312589e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 98222 members 
Entering Unmasked Estep 
Score: -13128128.000000 Penalty: 5731.763672
	Iteration 10Q: 3 clusters Score -1.312813e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
Score: -13129549.000000 Penalty: 5731.763672
	Iteration 11Q: 3 clusters Score -1.312955e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 101596 members 
Entering Unmasked Estep 
Score: -13130553.000000 Penalty: 5731.763672
	Iteration 12Q: 3 clusters Score -1.313055e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 102372 members 
Entering Unmasked Estep 
Score: -13131136.000000 Penalty: 5731.763672
	Iteration 13Q: 3 clusters Score -1.313114e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 102774 members 
Entering Unmasked Estep 
Score: -13131425.000000 Penalty: 5731.763672
	Iteration 14Q: 3 clusters Score -1.313142e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 103001 members 
Entering Unmasked Estep 
Score: -13131556.000000 Penalty: 5731.763672
	Iteration 15Q: 3 clusters Score -1.313156e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 103129 members 
Entering Unmasked Estep 
Score: -13131648.000000 Penalty: 5731.763672
	Iteration 16Q: 3 clusters Score -1.313165e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 103215 members 
Entering Unmasked Estep 
Score: -13131700.000000 Penalty: 5731.763672
	Iteration 17Q: 3 clusters Score -1.31317e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -13131774.000000 Penalty: 5731.763672
	Iteration 18Q: 3 clusters Score -1.313177e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -13131808.000000 Penalty: 5731.763672
	Iteration 19Q: 3 clusters Score -1.313181e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 103372 members 
Entering Unmasked Estep 
Score: -13131841.000000 Penalty: 5731.763672
	Iteration 20F: 3 clusters Score -1.313184e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 103402 members 
Entering Unmasked Estep 
Score: -13131881.000000 Penalty: 5731.763672
	Iteration 21Q: 3 clusters Score -1.313188e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -13131868.000000 Penalty: 5731.763672
	Iteration 22Q: 3 clusters Score -1.313187e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 103448 members 
Entering Unmasked Estep 
Score: -13131889.000000 Penalty: 5731.763672
	Iteration 23Q: 3 clusters Score -1.313189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -13131894.000000 Penalty: 5731.763672
	Iteration 24Q: 3 clusters Score -1.313189e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -13131908.000000 Penalty: 5731.763672
	Iteration 25Q: 3 clusters Score -1.313191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -13131927.000000 Penalty: 5731.763672
	Iteration 26Q: 3 clusters Score -1.313193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 103486 members 
Entering Unmasked Estep 
Score: -13131897.000000 Penalty: 5731.763672
	Iteration 27Q: 3 clusters Score -1.31319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -13131926.000000 Penalty: 5731.763672
	Iteration 28Q: 3 clusters Score -1.313193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 103498 members 
Entering Unmasked Estep 
Score: -13131924.000000 Penalty: 5731.763672
	Iteration 29Q: 3 clusters Score -1.313192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 103504 members 
Entering Unmasked Estep 
Score: -13131930.000000 Penalty: 5731.763672
	Iteration 30Q: 3 clusters Score -1.313193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -13131937.000000 Penalty: 5731.763672
	Iteration 31Q: 3 clusters Score -1.313194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -13131950.000000 Penalty: 5731.763672
	Iteration 32Q: 3 clusters Score -1.313195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -13131958.000000 Penalty: 5731.763672
	Iteration 33Q: 3 clusters Score -1.313196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -13131962.000000 Penalty: 5731.763672
	Iteration 34Q: 3 clusters Score -1.313196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -13131962.000000 Penalty: 5731.763672
	Iteration 35Q: 3 clusters Score -1.313196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -13131953.000000 Penalty: 5731.763672
	Iteration 36Q: 3 clusters Score -1.313195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 103513 members 
Entering Unmasked Estep 
Score: -13131957.000000 Penalty: 5731.763672
	Iteration 37Q: 3 clusters Score -1.313196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -13131961.000000 Penalty: 5731.763672
	Iteration 38Q: 3 clusters Score -1.313196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -13131954.000000 Penalty: 5731.763672
	Iteration 39Q: 3 clusters Score -1.313195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -13131954.000000 Penalty: 5731.763672
	Iteration 40F: 3 clusters Score -1.313195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Entering Unmasked Estep 
Score: -4823984.500000 Penalty: 2625.717041
	Iteration 0F: 2 clusters Score -4823984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -4797022.000000 Penalty: 5251.434082
	Iteration 0F: 3 clusters Score -4797022 nChanged 18121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -4807312.000000 Penalty: 5251.434082
	Iteration 1F: 3 clusters Score -4807312 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4808023.500000 Penalty: 5251.434082
	Iteration 2Q: 3 clusters Score -4808024 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -4808709.000000 Penalty: 5251.434082
	Iteration 3Q: 3 clusters Score -4808709 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -4809433.500000 Penalty: 5251.434082
	Iteration 4Q: 3 clusters Score -4809434 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4810217.500000 Penalty: 5251.434082
	Iteration 5Q: 3 clusters Score -4810218 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -4811118.000000 Penalty: 5251.434082
	Iteration 6Q: 3 clusters Score -4811118 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4812201.500000 Penalty: 5251.434082
	Iteration 7Q: 3 clusters Score -4812202 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -4813269.000000 Penalty: 5251.434082
	Iteration 8Q: 3 clusters Score -4813269 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4814344.500000 Penalty: 5251.434082
	Iteration 9Q: 3 clusters Score -4814344 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4815286.000000 Penalty: 5251.434082
	Iteration 10Q: 3 clusters Score -4815286 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -4816077.500000 Penalty: 5251.434082
	Iteration 11Q: 3 clusters Score -4816078 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -4816581.000000 Penalty: 5251.434082
	Iteration 12Q: 3 clusters Score -4816581 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -4816855.000000 Penalty: 5251.434082
	Iteration 13Q: 3 clusters Score -4816855 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -4817005.000000 Penalty: 5251.434082
	Iteration 14Q: 3 clusters Score -4817005 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -4817129.500000 Penalty: 5251.434082
	Iteration 15Q: 3 clusters Score -4817130 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -4817224.000000 Penalty: 5251.434082
	Iteration 16Q: 3 clusters Score -4817224 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4817276.000000 Penalty: 5251.434082
	Iteration 17Q: 3 clusters Score -4817276 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -4817331.500000 Penalty: 5251.434082
	Iteration 18Q: 3 clusters Score -4817332 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4817364.500000 Penalty: 5251.434082
	Iteration 19Q: 3 clusters Score -4817364 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -4817423.000000 Penalty: 5251.434082
	Iteration 20F: 3 clusters Score -4817423 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4817459.500000 Penalty: 5251.434082
	Iteration 21Q: 3 clusters Score -4817460 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -4817505.000000 Penalty: 5251.434082
	Iteration 22Q: 3 clusters Score -4817505 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4817536.000000 Penalty: 5251.434082
	Iteration 23Q: 3 clusters Score -4817536 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -4817549.500000 Penalty: 5251.434082
	Iteration 24Q: 3 clusters Score -4817550 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -4817575.000000 Penalty: 5251.434082
	Iteration 25Q: 3 clusters Score -4817575 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -4817586.000000 Penalty: 5251.434082
	Iteration 26Q: 3 clusters Score -4817586 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4817608.500000 Penalty: 5251.434082
	Iteration 27Q: 3 clusters Score -4817608 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -4817617.500000 Penalty: 5251.434082
	Iteration 28Q: 3 clusters Score -4817618 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -4817637.000000 Penalty: 5251.434082
	Iteration 29Q: 3 clusters Score -4817637 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4817651.000000 Penalty: 5251.434082
	Iteration 30Q: 3 clusters Score -4817651 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4817663.000000 Penalty: 5251.434082
	Iteration 31Q: 3 clusters Score -4817663 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4817672.500000 Penalty: 5251.434082
	Iteration 32Q: 3 clusters Score -4817672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -4817686.500000 Penalty: 5251.434082
	Iteration 33Q: 3 clusters Score -4817686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4817674.500000 Penalty: 5251.434082
	Iteration 34Q: 3 clusters Score -4817674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4817680.500000 Penalty: 5251.434082
	Iteration 35Q: 3 clusters Score -4817680 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4817700.500000 Penalty: 5251.434082
	Iteration 36Q: 3 clusters Score -4817700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4817711.000000 Penalty: 5251.434082
	Iteration 37Q: 3 clusters Score -4817711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -4817708.500000 Penalty: 5251.434082
	Iteration 38Q: 3 clusters Score -4817708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -4817709.500000 Penalty: 5251.434082
	Iteration 39Q: 3 clusters Score -4817710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -4817704.000000 Penalty: 5251.434082
	Iteration 40F: 3 clusters Score -4817704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -4817704.500000 Penalty: 5251.434082
	Iteration 41Q: 3 clusters Score -4817704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4817714.000000 Penalty: 5251.434082
	Iteration 42Q: 3 clusters Score -4817714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -4817715.500000 Penalty: 5251.434082
	Iteration 43Q: 3 clusters Score -4817716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4817716.000000 Penalty: 5251.434082
	Iteration 44Q: 3 clusters Score -4817716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -4817720.500000 Penalty: 5251.434082
	Iteration 45Q: 3 clusters Score -4817720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -4817713.500000 Penalty: 5251.434082
	Iteration 46Q: 3 clusters Score -4817714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -4817719.000000 Penalty: 5251.434082
	Iteration 47Q: 3 clusters Score -4817719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -4817724.500000 Penalty: 5251.434082
	Iteration 48Q: 3 clusters Score -4817724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4817736.500000 Penalty: 5251.434082
	Iteration 49Q: 3 clusters Score -4817736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4817741.500000 Penalty: 5251.434082
	Iteration 50Q: 3 clusters Score -4817742 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4817740.500000 Penalty: 5251.434082
	Iteration 51Q: 3 clusters Score -4817740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4817743.000000 Penalty: 5251.434082
	Iteration 52Q: 3 clusters Score -4817743 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -4817743.500000 Penalty: 5251.434082
	Iteration 53Q: 3 clusters Score -4817744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -4817745.500000 Penalty: 5251.434082
	Iteration 54Q: 3 clusters Score -4817746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -4817744.500000 Penalty: 5251.434082
	Iteration 55Q: 3 clusters Score -4817744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -4817744.500000 Penalty: 5251.434082
	Iteration 56Q: 3 clusters Score -4817744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -4817737.000000 Penalty: 5251.434082
	Iteration 57Q: 3 clusters Score -4817737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4817745.000000 Penalty: 5251.434082
	Iteration 58Q: 3 clusters Score -4817745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4817744.000000 Penalty: 5251.434082
	Iteration 59Q: 3 clusters Score -4817744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -4817756.000000 Penalty: 5251.434082
	Iteration 60F: 3 clusters Score -4817756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4817758.000000 Penalty: 5251.434082
	Iteration 61Q: 3 clusters Score -4817758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4817754.500000 Penalty: 5251.434082
	Iteration 62Q: 3 clusters Score -4817754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -4817749.000000 Penalty: 5251.434082
	Iteration 63Q: 3 clusters Score -4817749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -4817757.000000 Penalty: 5251.434082
	Iteration 64Q: 3 clusters Score -4817757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -4817765.500000 Penalty: 5251.434082
	Iteration 65Q: 3 clusters Score -4817766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4817764.500000 Penalty: 5251.434082
	Iteration 66Q: 3 clusters Score -4817764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4817762.000000 Penalty: 5251.434082
	Iteration 67Q: 3 clusters Score -4817762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4817754.000000 Penalty: 5251.434082
	Iteration 68Q: 3 clusters Score -4817754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4817752.500000 Penalty: 5251.434082
	Iteration 69Q: 3 clusters Score -4817752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4817747.000000 Penalty: 5251.434082
	Iteration 70Q: 3 clusters Score -4817747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4817762.000000 Penalty: 5251.434082
	Iteration 71Q: 3 clusters Score -4817762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -4817761.500000 Penalty: 5251.434082
	Iteration 72Q: 3 clusters Score -4817762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -4817771.500000 Penalty: 5251.434082
	Iteration 73Q: 3 clusters Score -4817772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -4817769.500000 Penalty: 5251.434082
	Iteration 74Q: 3 clusters Score -4817770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -4817764.000000 Penalty: 5251.434082
	Iteration 75Q: 3 clusters Score -4817764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -4817759.000000 Penalty: 5251.434082
	Iteration 76Q: 3 clusters Score -4817759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4817760.000000 Penalty: 5251.434082
	Iteration 77Q: 3 clusters Score -4817760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4817766.000000 Penalty: 5251.434082
	Iteration 78Q: 3 clusters Score -4817766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -4817769.500000 Penalty: 5251.434082
	Iteration 79Q: 3 clusters Score -4817770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4817771.000000 Penalty: 5251.434082
	Iteration 80F: 3 clusters Score -4817771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -4817763.500000 Penalty: 5251.434082
	Iteration 81Q: 3 clusters Score -4817764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -4817768.500000 Penalty: 5251.434082
	Iteration 82Q: 3 clusters Score -4817768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -4817770.500000 Penalty: 5251.434082
	Iteration 83Q: 3 clusters Score -4817770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -4817772.000000 Penalty: 5251.434082
	Iteration 84Q: 3 clusters Score -4817772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -4817777.500000 Penalty: 5251.434082
	Iteration 85Q: 3 clusters Score -4817778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4817770.000000 Penalty: 5251.434082
	Iteration 86Q: 3 clusters Score -4817770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -4817775.500000 Penalty: 5251.434082
	Iteration 87Q: 3 clusters Score -4817776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -4817779.000000 Penalty: 5251.434082
	Iteration 88Q: 3 clusters Score -4817779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4817779.500000 Penalty: 5251.434082
	Iteration 89Q: 3 clusters Score -4817780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -4817774.500000 Penalty: 5251.434082
	Iteration 90Q: 3 clusters Score -4817774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -4817775.500000 Penalty: 5251.434082
	Iteration 91Q: 3 clusters Score -4817776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -4817768.500000 Penalty: 5251.434082
	Iteration 92Q: 3 clusters Score -4817768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4817767.500000 Penalty: 5251.434082
	Iteration 93Q: 3 clusters Score -4817768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -4817763.500000 Penalty: 5251.434082
	Iteration 94Q: 3 clusters Score -4817764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -4817758.000000 Penalty: 5251.434082
	Iteration 95Q: 3 clusters Score -4817758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4817758.500000 Penalty: 5251.434082
	Iteration 96Q: 3 clusters Score -4817758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4817758.500000 Penalty: 5251.434082
	Iteration 97Q: 3 clusters Score -4817758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -4817766.500000 Penalty: 5251.434082
	Iteration 98Q: 3 clusters Score -4817766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4817763.500000 Penalty: 5251.434082
	Iteration 99Q: 3 clusters Score -4817764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4817761.000000 Penalty: 5251.434082
	Iteration 100F: 3 clusters Score -4817761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4817764.000000 Penalty: 5251.434082
	Iteration 101Q: 3 clusters Score -4817764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -4817762.000000 Penalty: 5251.434082
	Iteration 102Q: 3 clusters Score -4817762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -4817765.500000 Penalty: 5251.434082
	Iteration 103Q: 3 clusters Score -4817766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -4817764.500000 Penalty: 5251.434082
	Iteration 104Q: 3 clusters Score -4817764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4817763.000000 Penalty: 5251.434082
	Iteration 105Q: 3 clusters Score -4817763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4817763.000000 Penalty: 5251.434082
	Iteration 106F: 3 clusters Score -4817763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (106589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106589 members 
Entering Unmasked Estep 
Score: -13514481.000000 Penalty: 2871.030518
	Iteration 0F: 2 clusters Score -1.351448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -13442714.000000 Penalty: 5742.061035
	Iteration 0F: 3 clusters Score -1.344271e+07 nChanged 50786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -13471578.000000 Penalty: 5742.061035
	Iteration 1F: 3 clusters Score -1.347158e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -13472302.000000 Penalty: 5742.061035
	Iteration 2Q: 3 clusters Score -1.34723e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -13472929.000000 Penalty: 5742.061035
	Iteration 3Q: 3 clusters Score -1.347293e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -13473745.000000 Penalty: 5742.061035
	Iteration 4Q: 3 clusters Score -1.347374e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -13475064.000000 Penalty: 5742.061035
	Iteration 5Q: 3 clusters Score -1.347506e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -13477400.000000 Penalty: 5742.061035
	Iteration 6Q: 3 clusters Score -1.34774e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -13481660.000000 Penalty: 5742.061035
	Iteration 7F: 3 clusters Score -1.348166e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -13489058.000000 Penalty: 5742.061035
	Iteration 8F: 3 clusters Score -1.348906e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91316 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -13497875.000000 Penalty: 5742.061035
	Iteration 9F: 3 clusters Score -1.349788e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98697 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -13505160.000000 Penalty: 5742.061035
	Iteration 10F: 3 clusters Score -1.350516e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102978 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -13509060.000000 Penalty: 5742.061035
	Iteration 11Q: 3 clusters Score -1.350906e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104967 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -13510781.000000 Penalty: 5742.061035
	Iteration 12Q: 3 clusters Score -1.351078e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105740 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13511465.000000 Penalty: 5742.061035
	Iteration 13Q: 3 clusters Score -1.351146e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106023 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -13511751.000000 Penalty: 5742.061035
	Iteration 14Q: 3 clusters Score -1.351175e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -13511883.000000 Penalty: 5742.061035
	Iteration 15Q: 3 clusters Score -1.351188e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106155 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -13511916.000000 Penalty: 5742.061035
	Iteration 16Q: 3 clusters Score -1.351192e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106178 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13511955.000000 Penalty: 5742.061035
	Iteration 17Q: 3 clusters Score -1.351196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106186 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -13511982.000000 Penalty: 5742.061035
	Iteration 18Q: 3 clusters Score -1.351198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -13511995.000000 Penalty: 5742.061035
	Iteration 19Q: 3 clusters Score -1.3512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106196 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -13512024.000000 Penalty: 5742.061035
	Iteration 20F: 3 clusters Score -1.351202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106195 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -13512025.000000 Penalty: 5742.061035
	Iteration 21Q: 3 clusters Score -1.351202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106197 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -13512039.000000 Penalty: 5742.061035
	Iteration 22Q: 3 clusters Score -1.351204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106199 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -13512057.000000 Penalty: 5742.061035
	Iteration 23Q: 3 clusters Score -1.351206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106201 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -13512054.000000 Penalty: 5742.061035
	Iteration 24Q: 3 clusters Score -1.351205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106199 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -13512066.000000 Penalty: 5742.061035
	Iteration 25Q: 3 clusters Score -1.351207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106201 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -13512071.000000 Penalty: 5742.061035
	Iteration 26Q: 3 clusters Score -1.351207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -13512066.000000 Penalty: 5742.061035
	Iteration 27Q: 3 clusters Score -1.351207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106205 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13512069.000000 Penalty: 5742.061035
	Iteration 28Q: 3 clusters Score -1.351207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106208 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -13512070.000000 Penalty: 5742.061035
	Iteration 29Q: 3 clusters Score -1.351207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106211 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -13512084.000000 Penalty: 5742.061035
	Iteration 30Q: 3 clusters Score -1.351208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106212 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -13512081.000000 Penalty: 5742.061035
	Iteration 31Q: 3 clusters Score -1.351208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106214 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -13512084.000000 Penalty: 5742.061035
	Iteration 32Q: 3 clusters Score -1.351208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -13512086.000000 Penalty: 5742.061035
	Iteration 33Q: 3 clusters Score -1.351209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106219 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -13512091.000000 Penalty: 5742.061035
	Iteration 34Q: 3 clusters Score -1.351209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106221 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -13512087.000000 Penalty: 5742.061035
	Iteration 35Q: 3 clusters Score -1.351209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106223 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -13512096.000000 Penalty: 5742.061035
	Iteration 36Q: 3 clusters Score -1.35121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106223 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -13512096.000000 Penalty: 5742.061035
	Iteration 37F: 3 clusters Score -1.35121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -276610.218750 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -276610.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -273773.281250 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -273773.3 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -274544.406250 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -274544.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -274942.312500 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -274942.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -275342.781250 Penalty: 3852.142822
	Iteration 3F: 3 clusters Score -275342.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -275652.437500 Penalty: 3852.142822
	Iteration 4F: 3 clusters Score -275652.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -276028.625000 Penalty: 3852.142822
	Iteration 5F: 3 clusters Score -276028.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -276616.281250 Penalty: 3852.142822
	Iteration 6F: 3 clusters Score -276616.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -276774.875000 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -276774.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -276830.718750 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -276830.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -276852.562500 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -276852.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -276858.218750 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -276858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -276867.093750 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -276867.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -276874.062500 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -276874.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -276884.250000 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -276884.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -276891.281250 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -276891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -276892.593750 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -276892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -276893.468750 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -276893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -276894.218750 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -276894.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -276894.218750 Penalty: 3852.142822
	Iteration 18F: 3 clusters Score -276894.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284121 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 43885 members 
Mstep: Class 7 contains 43254 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53082 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39639 members 
Mstep: Class 16 contains 106589 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53870 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45794 members 
Mstep: Class 22 contains 15180 members 
Mstep: Class 23 contains 73645 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77966 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152902 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 760 members 
Entering Unmasked Estep 
Score: -157742592.000000 Penalty: 111509.140625
Splitting cluster 17 changes total score from -157743424.000000 to -157742592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Entering Unmasked Estep 
Score: -1140548.125000 Penalty: 2263.728271
	Iteration 0F: 2 clusters Score -1140548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1133330.000000 Penalty: 4527.456543
	Iteration 0F: 3 clusters Score -1133330 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1135326.750000 Penalty: 4527.456543
	Iteration 1F: 3 clusters Score -1135327 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1135600.500000 Penalty: 4527.456543
	Iteration 2F: 3 clusters Score -1135600 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1135807.375000 Penalty: 4527.456543
	Iteration 3F: 3 clusters Score -1135807 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1135953.125000 Penalty: 4527.456543
	Iteration 4Q: 3 clusters Score -1135953 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1136092.000000 Penalty: 4527.456543
	Iteration 5Q: 3 clusters Score -1136092 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1136228.625000 Penalty: 4527.456543
	Iteration 6Q: 3 clusters Score -1136229 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1136379.250000 Penalty: 4527.456543
	Iteration 7Q: 3 clusters Score -1136379 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1136532.000000 Penalty: 4527.456543
	Iteration 8Q: 3 clusters Score -1136532 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1136669.375000 Penalty: 4527.456543
	Iteration 9Q: 3 clusters Score -1136669 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1136806.625000 Penalty: 4527.456543
	Iteration 10Q: 3 clusters Score -1136807 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1136933.125000 Penalty: 4527.456543
	Iteration 11Q: 3 clusters Score -1136933 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1137075.500000 Penalty: 4527.456543
	Iteration 12Q: 3 clusters Score -1137076 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1137249.000000 Penalty: 4527.456543
	Iteration 13Q: 3 clusters Score -1137249 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1137458.125000 Penalty: 4527.456543
	Iteration 14Q: 3 clusters Score -1137458 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1137693.000000 Penalty: 4527.456543
	Iteration 15Q: 3 clusters Score -1137693 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1137914.625000 Penalty: 4527.456543
	Iteration 16Q: 3 clusters Score -1137915 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1138114.875000 Penalty: 4527.456543
	Iteration 17Q: 3 clusters Score -1138115 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1138324.625000 Penalty: 4527.456543
	Iteration 18Q: 3 clusters Score -1138325 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1138521.125000 Penalty: 4527.456543
	Iteration 19Q: 3 clusters Score -1138521 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1138691.875000 Penalty: 4527.456543
	Iteration 20F: 3 clusters Score -1138692 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1138837.125000 Penalty: 4527.456543
	Iteration 21Q: 3 clusters Score -1138837 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1138917.750000 Penalty: 4527.456543
	Iteration 22Q: 3 clusters Score -1138918 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1138970.750000 Penalty: 4527.456543
	Iteration 23Q: 3 clusters Score -1138971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1139004.125000 Penalty: 4527.456543
	Iteration 24Q: 3 clusters Score -1139004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1139032.375000 Penalty: 4527.456543
	Iteration 25Q: 3 clusters Score -1139032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1139056.375000 Penalty: 4527.456543
	Iteration 26Q: 3 clusters Score -1139056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1139075.000000 Penalty: 4527.456543
	Iteration 27Q: 3 clusters Score -1139075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1139087.875000 Penalty: 4527.456543
	Iteration 28Q: 3 clusters Score -1139088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1139094.875000 Penalty: 4527.456543
	Iteration 29Q: 3 clusters Score -1139095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1139104.375000 Penalty: 4527.456543
	Iteration 30Q: 3 clusters Score -1139104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1139108.250000 Penalty: 4527.456543
	Iteration 31Q: 3 clusters Score -1139108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1139109.000000 Penalty: 4527.456543
	Iteration 32Q: 3 clusters Score -1139109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1139112.500000 Penalty: 4527.456543
	Iteration 33Q: 3 clusters Score -1139112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1139117.375000 Penalty: 4527.456543
	Iteration 34Q: 3 clusters Score -1139117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1139121.250000 Penalty: 4527.456543
	Iteration 35Q: 3 clusters Score -1139121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1139125.875000 Penalty: 4527.456543
	Iteration 36Q: 3 clusters Score -1139126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1139125.625000 Penalty: 4527.456543
	Iteration 37Q: 3 clusters Score -1139126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1139125.500000 Penalty: 4527.456543
	Iteration 38Q: 3 clusters Score -1139126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1139126.000000 Penalty: 4527.456543
	Iteration 39Q: 3 clusters Score -1139126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1139126.250000 Penalty: 4527.456543
	Iteration 40F: 3 clusters Score -1139126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1139127.000000 Penalty: 4527.456543
	Iteration 41Q: 3 clusters Score -1139127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1139129.125000 Penalty: 4527.456543
	Iteration 42Q: 3 clusters Score -1139129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1139129.125000 Penalty: 4527.456543
	Iteration 43F: 3 clusters Score -1139129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Entering Unmasked Estep 
Score: -7010786.000000 Penalty: 2701.793701
	Iteration 0F: 2 clusters Score -7010786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -6974778.500000 Penalty: 5403.587402
	Iteration 0F: 3 clusters Score -6974778 nChanged 24728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -6988616.500000 Penalty: 5403.587402
	Iteration 1F: 3 clusters Score -6988616 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -6989122.500000 Penalty: 5403.587402
	Iteration 2Q: 3 clusters Score -6989122 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -6989574.000000 Penalty: 5403.587402
	Iteration 3Q: 3 clusters Score -6989574 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -6989980.500000 Penalty: 5403.587402
	Iteration 4Q: 3 clusters Score -6989980 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -6990357.000000 Penalty: 5403.587402
	Iteration 5Q: 3 clusters Score -6990357 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -6990733.000000 Penalty: 5403.587402
	Iteration 6Q: 3 clusters Score -6990733 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -6991211.500000 Penalty: 5403.587402
	Iteration 7Q: 3 clusters Score -6991212 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -6991779.000000 Penalty: 5403.587402
	Iteration 8Q: 3 clusters Score -6991779 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -6992605.500000 Penalty: 5403.587402
	Iteration 9Q: 3 clusters Score -6992606 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -6993867.500000 Penalty: 5403.587402
	Iteration 10Q: 3 clusters Score -6993868 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -6995547.500000 Penalty: 5403.587402
	Iteration 11F: 3 clusters Score -6995548 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -6997668.000000 Penalty: 5403.587402
	Iteration 12F: 3 clusters Score -6997668 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -6999956.500000 Penalty: 5403.587402
	Iteration 13F: 3 clusters Score -6999956 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -7002073.500000 Penalty: 5403.587402
	Iteration 14Q: 3 clusters Score -7002074 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -7003661.500000 Penalty: 5403.587402
	Iteration 15Q: 3 clusters Score -7003662 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -7004696.500000 Penalty: 5403.587402
	Iteration 16Q: 3 clusters Score -7004696 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -7005416.500000 Penalty: 5403.587402
	Iteration 17Q: 3 clusters Score -7005416 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -7005980.500000 Penalty: 5403.587402
	Iteration 18Q: 3 clusters Score -7005980 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -7006472.500000 Penalty: 5403.587402
	Iteration 19Q: 3 clusters Score -7006472 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7006891.500000 Penalty: 5403.587402
	Iteration 20F: 3 clusters Score -7006892 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7007221.500000 Penalty: 5403.587402
	Iteration 21Q: 3 clusters Score -7007222 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -7007430.000000 Penalty: 5403.587402
	Iteration 22Q: 3 clusters Score -7007430 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7007618.500000 Penalty: 5403.587402
	Iteration 23Q: 3 clusters Score -7007618 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7007812.000000 Penalty: 5403.587402
	Iteration 24Q: 3 clusters Score -7007812 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7007937.000000 Penalty: 5403.587402
	Iteration 25Q: 3 clusters Score -7007937 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7008043.500000 Penalty: 5403.587402
	Iteration 26Q: 3 clusters Score -7008044 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7008117.500000 Penalty: 5403.587402
	Iteration 27Q: 3 clusters Score -7008118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7008171.000000 Penalty: 5403.587402
	Iteration 28Q: 3 clusters Score -7008171 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7008226.500000 Penalty: 5403.587402
	Iteration 29Q: 3 clusters Score -7008226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7008266.000000 Penalty: 5403.587402
	Iteration 30Q: 3 clusters Score -7008266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7008311.000000 Penalty: 5403.587402
	Iteration 31Q: 3 clusters Score -7008311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7008340.500000 Penalty: 5403.587402
	Iteration 32Q: 3 clusters Score -7008340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7008367.000000 Penalty: 5403.587402
	Iteration 33Q: 3 clusters Score -7008367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7008392.500000 Penalty: 5403.587402
	Iteration 34Q: 3 clusters Score -7008392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7008396.000000 Penalty: 5403.587402
	Iteration 35Q: 3 clusters Score -7008396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7008401.500000 Penalty: 5403.587402
	Iteration 36Q: 3 clusters Score -7008402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7008405.500000 Penalty: 5403.587402
	Iteration 37Q: 3 clusters Score -7008406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7008417.000000 Penalty: 5403.587402
	Iteration 38Q: 3 clusters Score -7008417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7008427.500000 Penalty: 5403.587402
	Iteration 39Q: 3 clusters Score -7008428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7008436.500000 Penalty: 5403.587402
	Iteration 40F: 3 clusters Score -7008436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7008438.500000 Penalty: 5403.587402
	Iteration 41Q: 3 clusters Score -7008438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7008445.500000 Penalty: 5403.587402
	Iteration 42Q: 3 clusters Score -7008446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7008444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7008446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7008451.000000 Penalty: 5403.587402
	Iteration 45Q: 3 clusters Score -7008451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7008457.000000 Penalty: 5403.587402
	Iteration 46Q: 3 clusters Score -7008457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7008458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7008469.000000 Penalty: 5403.587402
	Iteration 48Q: 3 clusters Score -7008469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7008472.000000 Penalty: 5403.587402
	Iteration 49Q: 3 clusters Score -7008472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7008476.500000 Penalty: 5403.587402
	Iteration 50Q: 3 clusters Score -7008476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7008478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7008484.500000 Penalty: 5403.587402
	Iteration 52Q: 3 clusters Score -7008484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7008483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7008486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7008482.500000 Penalty: 5403.587402
	Iteration 55Q: 3 clusters Score -7008482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7008488.000000 Penalty: 5403.587402
	Iteration 56Q: 3 clusters Score -7008488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7008488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
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	Iteration 58F: 3 clusters Score -7008488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1583018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1573989 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1576605 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1576922 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1577133 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1577316 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1577503 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1577697 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1577900 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1578123 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1578386 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1578724 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1579105 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1579541 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1579938 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1580250 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1580456 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1580566 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1580630 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1580677 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1580709 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1580744.250000 Penalty: 4661.275391
	Iteration 20F: 3 clusters Score -1580744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1580759.625000 Penalty: 4661.275391
	Iteration 21Q: 3 clusters Score -1580760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1580769 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1580779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1580794.375000 Penalty: 4661.275391
	Iteration 24Q: 3 clusters Score -1580794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1580804.500000 Penalty: 4661.275391
	Iteration 25Q: 3 clusters Score -1580804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1580812.625000 Penalty: 4661.275391
	Iteration 26Q: 3 clusters Score -1580813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1580819.000000 Penalty: 4661.275391
	Iteration 27Q: 3 clusters Score -1580819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1580824.875000 Penalty: 4661.275391
	Iteration 28Q: 3 clusters Score -1580825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1580824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1580829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1580832.000000 Penalty: 4661.275391
	Iteration 31Q: 3 clusters Score -1580832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1580839.125000 Penalty: 4661.275391
	Iteration 32Q: 3 clusters Score -1580839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1580847.125000 Penalty: 4661.275391
	Iteration 33Q: 3 clusters Score -1580847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1580847.125000 Penalty: 4661.275391
	Iteration 34Q: 3 clusters Score -1580847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1580852.750000 Penalty: 4661.275391
	Iteration 35Q: 3 clusters Score -1580853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1580858.625000 Penalty: 4661.275391
	Iteration 36Q: 3 clusters Score -1580859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1580867.250000 Penalty: 4661.275391
	Iteration 37Q: 3 clusters Score -1580867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1580870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1580877.250000 Penalty: 4661.275391
	Iteration 39Q: 3 clusters Score -1580877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1580885.625000 Penalty: 4661.275391
	Iteration 40F: 3 clusters Score -1580886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1580891.875000 Penalty: 4661.275391
	Iteration 41Q: 3 clusters Score -1580892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1580894.375000 Penalty: 4661.275391
	Iteration 42Q: 3 clusters Score -1580894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1580895.750000 Penalty: 4661.275391
	Iteration 43Q: 3 clusters Score -1580896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1580904.375000 Penalty: 4661.275391
	Iteration 44Q: 3 clusters Score -1580904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1580910.000000 Penalty: 4661.275391
	Iteration 45Q: 3 clusters Score -1580910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1580910.875000 Penalty: 4661.275391
	Iteration 46Q: 3 clusters Score -1580911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1580913.125000 Penalty: 4661.275391
	Iteration 47Q: 3 clusters Score -1580913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1580912.750000 Penalty: 4661.275391
	Iteration 48Q: 3 clusters Score -1580913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1580915.500000 Penalty: 4661.275391
	Iteration 49Q: 3 clusters Score -1580916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1580920.750000 Penalty: 4661.275391
	Iteration 50Q: 3 clusters Score -1580921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1580918.500000 Penalty: 4661.275391
	Iteration 51Q: 3 clusters Score -1580918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1580919.625000 Penalty: 4661.275391
	Iteration 52Q: 3 clusters Score -1580920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1580922.625000 Penalty: 4661.275391
	Iteration 53Q: 3 clusters Score -1580923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1580924.125000 Penalty: 4661.275391
	Iteration 54Q: 3 clusters Score -1580924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1580922.750000 Penalty: 4661.275391
	Iteration 55Q: 3 clusters Score -1580923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1580920.500000 Penalty: 4661.275391
	Iteration 56Q: 3 clusters Score -1580920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1580923.375000 Penalty: 4661.275391
	Iteration 57Q: 3 clusters Score -1580923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1580925.875000 Penalty: 4661.275391
	Iteration 58Q: 3 clusters Score -1580926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1580928.125000 Penalty: 4661.275391
	Iteration 59Q: 3 clusters Score -1580928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1580932.625000 Penalty: 4661.275391
	Iteration 60F: 3 clusters Score -1580933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1580931.250000 Penalty: 4661.275391
	Iteration 61Q: 3 clusters Score -1580931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1580932.250000 Penalty: 4661.275391
	Iteration 62Q: 3 clusters Score -1580932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1580933.750000 Penalty: 4661.275391
	Iteration 63Q: 3 clusters Score -1580934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1580930.875000 Penalty: 4661.275391
	Iteration 64Q: 3 clusters Score -1580931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1580936.875000 Penalty: 4661.275391
	Iteration 65Q: 3 clusters Score -1580937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1580938.375000 Penalty: 4661.275391
	Iteration 66Q: 3 clusters Score -1580938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1580939.125000 Penalty: 4661.275391
	Iteration 67Q: 3 clusters Score -1580939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1580947.750000 Penalty: 4661.275391
	Iteration 68Q: 3 clusters Score -1580948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1580946.750000 Penalty: 4661.275391
	Iteration 69Q: 3 clusters Score -1580947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1580947.000000 Penalty: 4661.275391
	Iteration 70Q: 3 clusters Score -1580947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1580946.000000 Penalty: 4661.275391
	Iteration 71Q: 3 clusters Score -1580946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1580949.375000 Penalty: 4661.275391
	Iteration 72Q: 3 clusters Score -1580949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1580952.625000 Penalty: 4661.275391
	Iteration 73Q: 3 clusters Score -1580953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1580953.000000 Penalty: 4661.275391
	Iteration 74Q: 3 clusters Score -1580953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1580956.875000 Penalty: 4661.275391
	Iteration 75Q: 3 clusters Score -1580957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1580959.125000 Penalty: 4661.275391
	Iteration 76Q: 3 clusters Score -1580959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1580963.875000 Penalty: 4661.275391
	Iteration 77Q: 3 clusters Score -1580964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1580964.000000 Penalty: 4661.275391
	Iteration 78Q: 3 clusters Score -1580964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1580967.500000 Penalty: 4661.275391
	Iteration 79Q: 3 clusters Score -1580968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1580970.625000 Penalty: 4661.275391
	Iteration 80F: 3 clusters Score -1580971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1580976.750000 Penalty: 4661.275391
	Iteration 81Q: 3 clusters Score -1580977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1580975.125000 Penalty: 4661.275391
	Iteration 82Q: 3 clusters Score -1580975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1580976.875000 Penalty: 4661.275391
	Iteration 83Q: 3 clusters Score -1580977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1580976.625000 Penalty: 4661.275391
	Iteration 84Q: 3 clusters Score -1580977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1580979.125000 Penalty: 4661.275391
	Iteration 85Q: 3 clusters Score -1580979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1580979.625000 Penalty: 4661.275391
	Iteration 86Q: 3 clusters Score -1580980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1580984.250000 Penalty: 4661.275391
	Iteration 87Q: 3 clusters Score -1580984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1580985.500000 Penalty: 4661.275391
	Iteration 88Q: 3 clusters Score -1580986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1580987.000000 Penalty: 4661.275391
	Iteration 89Q: 3 clusters Score -1580987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1580984.500000 Penalty: 4661.275391
	Iteration 90Q: 3 clusters Score -1580984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1580985.000000 Penalty: 4661.275391
	Iteration 91Q: 3 clusters Score -1580985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1580985.125000 Penalty: 4661.275391
	Iteration 92Q: 3 clusters Score -1580985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1580983.750000 Penalty: 4661.275391
	Iteration 93Q: 3 clusters Score -1580984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1580987.125000 Penalty: 4661.275391
	Iteration 94Q: 3 clusters Score -1580987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1580987.000000 Penalty: 4661.275391
	Iteration 95Q: 3 clusters Score -1580987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1580985.750000 Penalty: 4661.275391
	Iteration 96Q: 3 clusters Score -1580986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1580988.375000 Penalty: 4661.275391
	Iteration 97Q: 3 clusters Score -1580988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1580988.625000 Penalty: 4661.275391
	Iteration 98Q: 3 clusters Score -1580989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1580988.625000 Penalty: 4661.275391
	Iteration 99F: 3 clusters Score -1580989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Entering Unmasked Estep 
Score: -5945597.500000 Penalty: 2661.513428
	Iteration 0F: 2 clusters Score -5945598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5914572.500000 Penalty: 5323.026855
	Iteration 0F: 3 clusters Score -5914572 nChanged 21176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -5926544.500000 Penalty: 5323.026855
	Iteration 1F: 3 clusters Score -5926544 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -5927137.500000 Penalty: 5323.026855
	Iteration 2Q: 3 clusters Score -5927138 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -5927758.500000 Penalty: 5323.026855
	Iteration 3Q: 3 clusters Score -5927758 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -5928458.000000 Penalty: 5323.026855
	Iteration 4Q: 3 clusters Score -5928458 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -5929353.500000 Penalty: 5323.026855
	Iteration 5Q: 3 clusters Score -5929354 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -5930613.000000 Penalty: 5323.026855
	Iteration 6Q: 3 clusters Score -5930613 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -5932357.500000 Penalty: 5323.026855
	Iteration 7F: 3 clusters Score -5932358 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -5934642.000000 Penalty: 5323.026855
	Iteration 8F: 3 clusters Score -5934642 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -5937019.500000 Penalty: 5323.026855
	Iteration 9F: 3 clusters Score -5937020 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5938848.500000 Penalty: 5323.026855
	Iteration 10F: 3 clusters Score -5938848 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -5939887.500000 Penalty: 5323.026855
	Iteration 11Q: 3 clusters Score -5939888 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -5940476.000000 Penalty: 5323.026855
	Iteration 12Q: 3 clusters Score -5940476 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -5940931.500000 Penalty: 5323.026855
	Iteration 13Q: 3 clusters Score -5940932 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -5941198.000000 Penalty: 5323.026855
	Iteration 14Q: 3 clusters Score -5941198 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -5941373.500000 Penalty: 5323.026855
	Iteration 15Q: 3 clusters Score -5941374 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -5941477.500000 Penalty: 5323.026855
	Iteration 16Q: 3 clusters Score -5941478 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -5941554.500000 Penalty: 5323.026855
	Iteration 17Q: 3 clusters Score -5941554 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -5941587.000000 Penalty: 5323.026855
	Iteration 18Q: 3 clusters Score -5941587 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -5941608.000000 Penalty: 5323.026855
	Iteration 19Q: 3 clusters Score -5941608 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -5941635.500000 Penalty: 5323.026855
	Iteration 20F: 3 clusters Score -5941636 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -5941670.500000 Penalty: 5323.026855
	Iteration 21Q: 3 clusters Score -5941670 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -5941690.000000 Penalty: 5323.026855
	Iteration 22Q: 3 clusters Score -5941690 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -5941726.500000 Penalty: 5323.026855
	Iteration 23Q: 3 clusters Score -5941726 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -5941756.500000 Penalty: 5323.026855
	Iteration 24Q: 3 clusters Score -5941756 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -5941765.500000 Penalty: 5323.026855
	Iteration 25Q: 3 clusters Score -5941766 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -5941773.500000 Penalty: 5323.026855
	Iteration 26Q: 3 clusters Score -5941774 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -5941790.500000 Penalty: 5323.026855
	Iteration 27Q: 3 clusters Score -5941790 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -5941796.000000 Penalty: 5323.026855
	Iteration 28Q: 3 clusters Score -5941796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -5941814.000000 Penalty: 5323.026855
	Iteration 29Q: 3 clusters Score -5941814 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -5941822.500000 Penalty: 5323.026855
	Iteration 30Q: 3 clusters Score -5941822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -5941827.000000 Penalty: 5323.026855
	Iteration 31Q: 3 clusters Score -5941827 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -5941832.500000 Penalty: 5323.026855
	Iteration 32Q: 3 clusters Score -5941832 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -5941850.000000 Penalty: 5323.026855
	Iteration 33Q: 3 clusters Score -5941850 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -5941852.500000 Penalty: 5323.026855
	Iteration 34Q: 3 clusters Score -5941852 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -5941867.500000 Penalty: 5323.026855
	Iteration 35Q: 3 clusters Score -5941868 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -5941882.000000 Penalty: 5323.026855
	Iteration 36Q: 3 clusters Score -5941882 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -5941887.000000 Penalty: 5323.026855
	Iteration 37Q: 3 clusters Score -5941887 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -5941880.000000 Penalty: 5323.026855
	Iteration 38Q: 3 clusters Score -5941880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -5941887.000000 Penalty: 5323.026855
	Iteration 39Q: 3 clusters Score -5941887 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -5941893.500000 Penalty: 5323.026855
	Iteration 40F: 3 clusters Score -5941894 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -5941923.000000 Penalty: 5323.026855
	Iteration 41Q: 3 clusters Score -5941923 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -5941943.500000 Penalty: 5323.026855
	Iteration 42Q: 3 clusters Score -5941944 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -5941969.000000 Penalty: 5323.026855
	Iteration 43Q: 3 clusters Score -5941969 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -5941989.500000 Penalty: 5323.026855
	Iteration 44Q: 3 clusters Score -5941990 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -5942014.500000 Penalty: 5323.026855
	Iteration 45Q: 3 clusters Score -5942014 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -5942027.500000 Penalty: 5323.026855
	Iteration 46Q: 3 clusters Score -5942028 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -5942031.000000 Penalty: 5323.026855
	Iteration 47Q: 3 clusters Score -5942031 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -5942047.000000 Penalty: 5323.026855
	Iteration 48Q: 3 clusters Score -5942047 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -5942054.500000 Penalty: 5323.026855
	Iteration 49Q: 3 clusters Score -5942054 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -5942060.000000 Penalty: 5323.026855
	Iteration 50Q: 3 clusters Score -5942060 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -5942090.000000 Penalty: 5323.026855
	Iteration 51Q: 3 clusters Score -5942090 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -5942108.000000 Penalty: 5323.026855
	Iteration 52Q: 3 clusters Score -5942108 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -5942124.500000 Penalty: 5323.026855
	Iteration 53Q: 3 clusters Score -5942124 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -5942146.000000 Penalty: 5323.026855
	Iteration 54Q: 3 clusters Score -5942146 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -5942179.500000 Penalty: 5323.026855
	Iteration 55Q: 3 clusters Score -5942180 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -5942211.500000 Penalty: 5323.026855
	Iteration 56Q: 3 clusters Score -5942212 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -5942231.500000 Penalty: 5323.026855
	Iteration 57Q: 3 clusters Score -5942232 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -5942230.500000 Penalty: 5323.026855
	Iteration 58Q: 3 clusters Score -5942230 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -5942250.000000 Penalty: 5323.026855
	Iteration 59Q: 3 clusters Score -5942250 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -5942298.000000 Penalty: 5323.026855
	Iteration 60F: 3 clusters Score -5942298 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -5942325.000000 Penalty: 5323.026855
	Iteration 61Q: 3 clusters Score -5942325 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -5942357.000000 Penalty: 5323.026855
	Iteration 62Q: 3 clusters Score -5942357 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -5942393.000000 Penalty: 5323.026855
	Iteration 63Q: 3 clusters Score -5942393 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -5942410.000000 Penalty: 5323.026855
	Iteration 64Q: 3 clusters Score -5942410 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -5942430.500000 Penalty: 5323.026855
	Iteration 65Q: 3 clusters Score -5942430 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -5942446.000000 Penalty: 5323.026855
	Iteration 66Q: 3 clusters Score -5942446 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -5942460.500000 Penalty: 5323.026855
	Iteration 67Q: 3 clusters Score -5942460 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -5942508.000000 Penalty: 5323.026855
	Iteration 68Q: 3 clusters Score -5942508 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -5942524.500000 Penalty: 5323.026855
	Iteration 69Q: 3 clusters Score -5942524 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -5942551.000000 Penalty: 5323.026855
	Iteration 70Q: 3 clusters Score -5942551 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -5942580.000000 Penalty: 5323.026855
	Iteration 71Q: 3 clusters Score -5942580 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -5942614.000000 Penalty: 5323.026855
	Iteration 72Q: 3 clusters Score -5942614 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -5942633.000000 Penalty: 5323.026855
	Iteration 73Q: 3 clusters Score -5942633 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5942650.500000 Penalty: 5323.026855
	Iteration 74Q: 3 clusters Score -5942650 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -5942669.500000 Penalty: 5323.026855
	Iteration 75Q: 3 clusters Score -5942670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -5942694.500000 Penalty: 5323.026855
	Iteration 76Q: 3 clusters Score -5942694 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -5942715.500000 Penalty: 5323.026855
	Iteration 77Q: 3 clusters Score -5942716 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -5942719.500000 Penalty: 5323.026855
	Iteration 78Q: 3 clusters Score -5942720 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -5942727.500000 Penalty: 5323.026855
	Iteration 79Q: 3 clusters Score -5942728 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -5942737.000000 Penalty: 5323.026855
	Iteration 80F: 3 clusters Score -5942737 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5942761.000000 Penalty: 5323.026855
	Iteration 81Q: 3 clusters Score -5942761 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -5942798.000000 Penalty: 5323.026855
	Iteration 82Q: 3 clusters Score -5942798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -5942841.500000 Penalty: 5323.026855
	Iteration 83Q: 3 clusters Score -5942842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -5942864.500000 Penalty: 5323.026855
	Iteration 84Q: 3 clusters Score -5942864 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -5942892.500000 Penalty: 5323.026855
	Iteration 85Q: 3 clusters Score -5942892 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5942910.000000 Penalty: 5323.026855
	Iteration 86Q: 3 clusters Score -5942910 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -5942943.000000 Penalty: 5323.026855
	Iteration 87Q: 3 clusters Score -5942943 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -5942973.500000 Penalty: 5323.026855
	Iteration 88Q: 3 clusters Score -5942974 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5943005.500000 Penalty: 5323.026855
	Iteration 89Q: 3 clusters Score -5943006 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5943025.500000 Penalty: 5323.026855
	Iteration 90Q: 3 clusters Score -5943026 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5943070.000000 Penalty: 5323.026855
	Iteration 91Q: 3 clusters Score -5943070 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5943111.000000 Penalty: 5323.026855
	Iteration 92Q: 3 clusters Score -5943111 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5943138.000000 Penalty: 5323.026855
	Iteration 93Q: 3 clusters Score -5943138 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5943165.500000 Penalty: 5323.026855
	Iteration 94Q: 3 clusters Score -5943166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5943192.500000 Penalty: 5323.026855
	Iteration 95Q: 3 clusters Score -5943192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5943217.500000 Penalty: 5323.026855
	Iteration 96Q: 3 clusters Score -5943218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5943224.000000 Penalty: 5323.026855
	Iteration 97Q: 3 clusters Score -5943224 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5943239.500000 Penalty: 5323.026855
	Iteration 98Q: 3 clusters Score -5943240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5943258.000000 Penalty: 5323.026855
	Iteration 99Q: 3 clusters Score -5943258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5943271.500000 Penalty: 5323.026855
	Iteration 100F: 3 clusters Score -5943272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5943288.000000 Penalty: 5323.026855
	Iteration 101Q: 3 clusters Score -5943288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5943305.500000 Penalty: 5323.026855
	Iteration 102Q: 3 clusters Score -5943306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5943304.000000 Penalty: 5323.026855
	Iteration 103Q: 3 clusters Score -5943304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5943317.500000 Penalty: 5323.026855
	Iteration 104Q: 3 clusters Score -5943318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5943331.500000 Penalty: 5323.026855
	Iteration 105Q: 3 clusters Score -5943332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5943341.500000 Penalty: 5323.026855
	Iteration 106Q: 3 clusters Score -5943342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5943347.500000 Penalty: 5323.026855
	Iteration 107Q: 3 clusters Score -5943348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5943347.000000 Penalty: 5323.026855
	Iteration 108Q: 3 clusters Score -5943347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5943345.000000 Penalty: 5323.026855
	Iteration 109Q: 3 clusters Score -5943345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5943366.500000 Penalty: 5323.026855
	Iteration 110Q: 3 clusters Score -5943366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5943366.000000 Penalty: 5323.026855
	Iteration 111Q: 3 clusters Score -5943366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5943370.000000 Penalty: 5323.026855
	Iteration 112Q: 3 clusters Score -5943370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5943381.500000 Penalty: 5323.026855
	Iteration 113Q: 3 clusters Score -5943382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5943379.000000 Penalty: 5323.026855
	Iteration 114Q: 3 clusters Score -5943379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5943381.500000 Penalty: 5323.026855
	Iteration 115Q: 3 clusters Score -5943382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5943384.500000 Penalty: 5323.026855
	Iteration 116Q: 3 clusters Score -5943384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5943386.000000 Penalty: 5323.026855
	Iteration 117Q: 3 clusters Score -5943386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5943391.000000 Penalty: 5323.026855
	Iteration 118Q: 3 clusters Score -5943391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5943392.500000 Penalty: 5323.026855
	Iteration 119Q: 3 clusters Score -5943392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5943394.000000 Penalty: 5323.026855
	Iteration 120F: 3 clusters Score -5943394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5943405.000000 Penalty: 5323.026855
	Iteration 121Q: 3 clusters Score -5943405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5943407.500000 Penalty: 5323.026855
	Iteration 122Q: 3 clusters Score -5943408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5943412.000000 Penalty: 5323.026855
	Iteration 123Q: 3 clusters Score -5943412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5943420.000000 Penalty: 5323.026855
	Iteration 124Q: 3 clusters Score -5943420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5943411.500000 Penalty: 5323.026855
	Iteration 125Q: 3 clusters Score -5943412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5943413.500000 Penalty: 5323.026855
	Iteration 126Q: 3 clusters Score -5943414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5943418.000000 Penalty: 5323.026855
	Iteration 127Q: 3 clusters Score -5943418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5943412.500000 Penalty: 5323.026855
	Iteration 128Q: 3 clusters Score -5943412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5943417.000000 Penalty: 5323.026855
	Iteration 129Q: 3 clusters Score -5943417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5943417.000000 Penalty: 5323.026855
	Iteration 130F: 3 clusters Score -5943417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Entering Unmasked Estep 
Score: -1816314.125000 Penalty: 2387.677979
	Iteration 0F: 2 clusters Score -1816314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1805305.750000 Penalty: 4775.355957
	Iteration 0F: 3 clusters Score -1805306 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1808841.750000 Penalty: 4775.355957
	Iteration 1F: 3 clusters Score -1808842 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1809174.750000 Penalty: 4775.355957
	Iteration 2F: 3 clusters Score -1809175 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1809440.875000 Penalty: 4775.355957
	Iteration 3Q: 3 clusters Score -1809441 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1809641.250000 Penalty: 4775.355957
	Iteration 4Q: 3 clusters Score -1809641 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1809827.375000 Penalty: 4775.355957
	Iteration 5Q: 3 clusters Score -1809827 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1809988.750000 Penalty: 4775.355957
	Iteration 6Q: 3 clusters Score -1809989 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1810147.250000 Penalty: 4775.355957
	Iteration 7Q: 3 clusters Score -1810147 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1810336.125000 Penalty: 4775.355957
	Iteration 8Q: 3 clusters Score -1810336 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1810550.125000 Penalty: 4775.355957
	Iteration 9Q: 3 clusters Score -1810550 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1810786.000000 Penalty: 4775.355957
	Iteration 10Q: 3 clusters Score -1810786 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1811093.000000 Penalty: 4775.355957
	Iteration 11Q: 3 clusters Score -1811093 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1811459.375000 Penalty: 4775.355957
	Iteration 12Q: 3 clusters Score -1811459 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1811907.625000 Penalty: 4775.355957
	Iteration 13Q: 3 clusters Score -1811908 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1812419.500000 Penalty: 4775.355957
	Iteration 14Q: 3 clusters Score -1812420 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1812952.250000 Penalty: 4775.355957
	Iteration 15Q: 3 clusters Score -1812952 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1813466.625000 Penalty: 4775.355957
	Iteration 16Q: 3 clusters Score -1813467 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1813877.375000 Penalty: 4775.355957
	Iteration 17Q: 3 clusters Score -1813877 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1814169.125000 Penalty: 4775.355957
	Iteration 18Q: 3 clusters Score -1814169 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1814348.500000 Penalty: 4775.355957
	Iteration 19Q: 3 clusters Score -1814348 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1814479.000000 Penalty: 4775.355957
	Iteration 20F: 3 clusters Score -1814479 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1814555.750000 Penalty: 4775.355957
	Iteration 21Q: 3 clusters Score -1814556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1814599.000000 Penalty: 4775.355957
	Iteration 22Q: 3 clusters Score -1814599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1814629.875000 Penalty: 4775.355957
	Iteration 23Q: 3 clusters Score -1814630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1814661.375000 Penalty: 4775.355957
	Iteration 24Q: 3 clusters Score -1814661 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1814683.625000 Penalty: 4775.355957
	Iteration 25Q: 3 clusters Score -1814684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1814703.500000 Penalty: 4775.355957
	Iteration 26Q: 3 clusters Score -1814704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1814712.500000 Penalty: 4775.355957
	Iteration 27Q: 3 clusters Score -1814712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1814731.125000 Penalty: 4775.355957
	Iteration 28Q: 3 clusters Score -1814731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1814746.250000 Penalty: 4775.355957
	Iteration 29Q: 3 clusters Score -1814746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1814756.000000 Penalty: 4775.355957
	Iteration 30Q: 3 clusters Score -1814756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1814765.000000 Penalty: 4775.355957
	Iteration 31Q: 3 clusters Score -1814765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1814770.625000 Penalty: 4775.355957
	Iteration 32Q: 3 clusters Score -1814771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1814776.875000 Penalty: 4775.355957
	Iteration 33Q: 3 clusters Score -1814777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1814777.125000 Penalty: 4775.355957
	Iteration 34Q: 3 clusters Score -1814777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1814782.750000 Penalty: 4775.355957
	Iteration 35Q: 3 clusters Score -1814783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1814783.000000 Penalty: 4775.355957
	Iteration 36Q: 3 clusters Score -1814783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1814788.250000 Penalty: 4775.355957
	Iteration 37Q: 3 clusters Score -1814788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1814787.250000 Penalty: 4775.355957
	Iteration 38Q: 3 clusters Score -1814787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1814790.000000 Penalty: 4775.355957
	Iteration 39Q: 3 clusters Score -1814790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1814791.875000 Penalty: 4775.355957
	Iteration 40F: 3 clusters Score -1814792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1814793.500000 Penalty: 4775.355957
	Iteration 41Q: 3 clusters Score -1814794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1814794.125000 Penalty: 4775.355957
	Iteration 42Q: 3 clusters Score -1814794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1814795.375000 Penalty: 4775.355957
	Iteration 43Q: 3 clusters Score -1814795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1814795.625000 Penalty: 4775.355957
	Iteration 44Q: 3 clusters Score -1814796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1814794.250000 Penalty: 4775.355957
	Iteration 45Q: 3 clusters Score -1814794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1814794.250000 Penalty: 4775.355957
	Iteration 46Q: 3 clusters Score -1814794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1814794.250000 Penalty: 4775.355957
	Iteration 47F: 3 clusters Score -1814794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Entering Unmasked Estep 
Score: -9425613.000000 Penalty: 2779.338867
	Iteration 0F: 2 clusters Score -9425613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -9376232.000000 Penalty: 5558.677734
	Iteration 0F: 3 clusters Score -9376232 nChanged 34560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -9395572.000000 Penalty: 5558.677734
	Iteration 1F: 3 clusters Score -9395572 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -9396366.000000 Penalty: 5558.677734
	Iteration 2Q: 3 clusters Score -9396366 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -9397374.000000 Penalty: 5558.677734
	Iteration 3Q: 3 clusters Score -9397374 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -9398372.000000 Penalty: 5558.677734
	Iteration 4Q: 3 clusters Score -9398372 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -9399579.000000 Penalty: 5558.677734
	Iteration 5Q: 3 clusters Score -9399579 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -9401095.000000 Penalty: 5558.677734
	Iteration 6Q: 3 clusters Score -9401095 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -9403124.000000 Penalty: 5558.677734
	Iteration 7F: 3 clusters Score -9403124 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -9405749.000000 Penalty: 5558.677734
	Iteration 8F: 3 clusters Score -9405749 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -9409217.000000 Penalty: 5558.677734
	Iteration 9F: 3 clusters Score -9409217 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -9413276.000000 Penalty: 5558.677734
	Iteration 10F: 3 clusters Score -9413276 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 66750 members 
Entering Unmasked Estep 
Score: -9417202.000000 Penalty: 5558.677734
	Iteration 11F: 3 clusters Score -9417202 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -9420182.000000 Penalty: 5558.677734
	Iteration 12Q: 3 clusters Score -9420182 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -9421809.000000 Penalty: 5558.677734
	Iteration 13Q: 3 clusters Score -9421809 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -9422523.000000 Penalty: 5558.677734
	Iteration 14Q: 3 clusters Score -9422523 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -9422819.000000 Penalty: 5558.677734
	Iteration 15Q: 3 clusters Score -9422819 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 73203 members 
Entering Unmasked Estep 
Score: -9422982.000000 Penalty: 5558.677734
	Iteration 16Q: 3 clusters Score -9422982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -9423041.000000 Penalty: 5558.677734
	Iteration 17Q: 3 clusters Score -9423041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -9423096.000000 Penalty: 5558.677734
	Iteration 18Q: 3 clusters Score -9423096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -9423120.000000 Penalty: 5558.677734
	Iteration 19Q: 3 clusters Score -9423120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -9423132.000000 Penalty: 5558.677734
	Iteration 20F: 3 clusters Score -9423132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -9423139.000000 Penalty: 5558.677734
	Iteration 21Q: 3 clusters Score -9423139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 73330 members 
Entering Unmasked Estep 
Score: -9423138.000000 Penalty: 5558.677734
	Iteration 22Q: 3 clusters Score -9423138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -9423144.000000 Penalty: 5558.677734
	Iteration 23Q: 3 clusters Score -9423144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 73334 members 
Entering Unmasked Estep 
Score: -9423136.000000 Penalty: 5558.677734
	Iteration 24Q: 3 clusters Score -9423136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 73336 members 
Entering Unmasked Estep 
Score: -9423143.000000 Penalty: 5558.677734
	Iteration 25Q: 3 clusters Score -9423143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -9423146.000000 Penalty: 5558.677734
	Iteration 26Q: 3 clusters Score -9423146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -9423146.000000 Penalty: 5558.677734
	Iteration 27F: 3 clusters Score -9423146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -455394.812500 Penalty: 2037.120239
	Iteration 0F: 2 clusters Score -455394.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -451689.031250 Penalty: 4074.240479
	Iteration 0F: 3 clusters Score -451689 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -452572.875000 Penalty: 4074.240479
	Iteration 1F: 3 clusters Score -452572.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -452842.718750 Penalty: 4074.240479
	Iteration 2F: 3 clusters Score -452842.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -453039.093750 Penalty: 4074.240479
	Iteration 3F: 3 clusters Score -453039.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -453180.000000 Penalty: 4074.240479
	Iteration 4Q: 3 clusters Score -453180 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -453328.593750 Penalty: 4074.240479
	Iteration 5Q: 3 clusters Score -453328.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -453446.312500 Penalty: 4074.240479
	Iteration 6Q: 3 clusters Score -453446.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -453528.187500 Penalty: 4074.240479
	Iteration 7Q: 3 clusters Score -453528.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -453601.718750 Penalty: 4074.240479
	Iteration 8Q: 3 clusters Score -453601.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -453664.593750 Penalty: 4074.240479
	Iteration 9Q: 3 clusters Score -453664.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -453715.750000 Penalty: 4074.240479
	Iteration 10Q: 3 clusters Score -453715.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -453759.375000 Penalty: 4074.240479
	Iteration 11Q: 3 clusters Score -453759.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -453792.906250 Penalty: 4074.240479
	Iteration 12Q: 3 clusters Score -453792.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -453827.781250 Penalty: 4074.240479
	Iteration 13Q: 3 clusters Score -453827.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -453867.218750 Penalty: 4074.240479
	Iteration 14Q: 3 clusters Score -453867.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -453894.375000 Penalty: 4074.240479
	Iteration 15Q: 3 clusters Score -453894.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -453909.093750 Penalty: 4074.240479
	Iteration 16Q: 3 clusters Score -453909.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -453924.468750 Penalty: 4074.240479
	Iteration 17Q: 3 clusters Score -453924.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -453933.937500 Penalty: 4074.240479
	Iteration 18Q: 3 clusters Score -453933.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -453940.968750 Penalty: 4074.240479
	Iteration 19Q: 3 clusters Score -453941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -453948.718750 Penalty: 4074.240479
	Iteration 20F: 3 clusters Score -453948.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -453954.718750 Penalty: 4074.240479
	Iteration 21Q: 3 clusters Score -453954.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -453959.812500 Penalty: 4074.240479
	Iteration 22Q: 3 clusters Score -453959.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -453964.281250 Penalty: 4074.240479
	Iteration 23Q: 3 clusters Score -453964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -453966.593750 Penalty: 4074.240479
	Iteration 24Q: 3 clusters Score -453966.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -453968.156250 Penalty: 4074.240479
	Iteration 25Q: 3 clusters Score -453968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -453971.937500 Penalty: 4074.240479
	Iteration 26Q: 3 clusters Score -453971.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -453975.000000 Penalty: 4074.240479
	Iteration 27Q: 3 clusters Score -453975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -453976.593750 Penalty: 4074.240479
	Iteration 28Q: 3 clusters Score -453976.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -453979.875000 Penalty: 4074.240479
	Iteration 29Q: 3 clusters Score -453979.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -453981.750000 Penalty: 4074.240479
	Iteration 30Q: 3 clusters Score -453981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -453983.781250 Penalty: 4074.240479
	Iteration 31Q: 3 clusters Score -453983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -453986.812500 Penalty: 4074.240479
	Iteration 32Q: 3 clusters Score -453986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -453987.562500 Penalty: 4074.240479
	Iteration 33Q: 3 clusters Score -453987.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -453990.406250 Penalty: 4074.240479
	Iteration 34Q: 3 clusters Score -453990.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -453992.843750 Penalty: 4074.240479
	Iteration 35Q: 3 clusters Score -453992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -453993.281250 Penalty: 4074.240479
	Iteration 36Q: 3 clusters Score -453993.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -453997.125000 Penalty: 4074.240479
	Iteration 37Q: 3 clusters Score -453997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -453999.062500 Penalty: 4074.240479
	Iteration 38Q: 3 clusters Score -453999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -454001.937500 Penalty: 4074.240479
	Iteration 39Q: 3 clusters Score -454001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -454002.562500 Penalty: 4074.240479
	Iteration 40F: 3 clusters Score -454002.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -454004.312500 Penalty: 4074.240479
	Iteration 41Q: 3 clusters Score -454004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -454004.312500 Penalty: 4074.240479
	Iteration 42F: 3 clusters Score -454004.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Entering Unmasked Estep 
Score: -1141971.500000 Penalty: 2270.633057
	Iteration 0F: 2 clusters Score -1141972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1134686.250000 Penalty: 4541.266113
	Iteration 0F: 3 clusters Score -1134686 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1136919.875000 Penalty: 4541.266113
	Iteration 1F: 3 clusters Score -1136920 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1137426.250000 Penalty: 4541.266113
	Iteration 2F: 3 clusters Score -1137426 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1137852.750000 Penalty: 4541.266113
	Iteration 3F: 3 clusters Score -1137853 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1138219.375000 Penalty: 4541.266113
	Iteration 4F: 3 clusters Score -1138219 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1138504.875000 Penalty: 4541.266113
	Iteration 5F: 3 clusters Score -1138505 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1138764.000000 Penalty: 4541.266113
	Iteration 6Q: 3 clusters Score -1138764 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1138977.625000 Penalty: 4541.266113
	Iteration 7Q: 3 clusters Score -1138978 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1139194.500000 Penalty: 4541.266113
	Iteration 8Q: 3 clusters Score -1139194 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1139358.125000 Penalty: 4541.266113
	Iteration 9Q: 3 clusters Score -1139358 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1139518.000000 Penalty: 4541.266113
	Iteration 10Q: 3 clusters Score -1139518 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1139671.500000 Penalty: 4541.266113
	Iteration 11Q: 3 clusters Score -1139672 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1139822.625000 Penalty: 4541.266113
	Iteration 12Q: 3 clusters Score -1139823 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1139959.875000 Penalty: 4541.266113
	Iteration 13Q: 3 clusters Score -1139960 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1140078.000000 Penalty: 4541.266113
	Iteration 14Q: 3 clusters Score -1140078 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1140173.375000 Penalty: 4541.266113
	Iteration 15Q: 3 clusters Score -1140173 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1140271.625000 Penalty: 4541.266113
	Iteration 16Q: 3 clusters Score -1140272 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1140367.375000 Penalty: 4541.266113
	Iteration 17Q: 3 clusters Score -1140367 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1140458.625000 Penalty: 4541.266113
	Iteration 18Q: 3 clusters Score -1140459 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1140542.125000 Penalty: 4541.266113
	Iteration 19Q: 3 clusters Score -1140542 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1140607.250000 Penalty: 4541.266113
	Iteration 20F: 3 clusters Score -1140607 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1140672.625000 Penalty: 4541.266113
	Iteration 21Q: 3 clusters Score -1140673 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1140724.250000 Penalty: 4541.266113
	Iteration 22Q: 3 clusters Score -1140724 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1140762.750000 Penalty: 4541.266113
	Iteration 23Q: 3 clusters Score -1140763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1140793.000000 Penalty: 4541.266113
	Iteration 24Q: 3 clusters Score -1140793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1140813.000000 Penalty: 4541.266113
	Iteration 25Q: 3 clusters Score -1140813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1140824.250000 Penalty: 4541.266113
	Iteration 26Q: 3 clusters Score -1140824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1140833.125000 Penalty: 4541.266113
	Iteration 27Q: 3 clusters Score -1140833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1140841.625000 Penalty: 4541.266113
	Iteration 28Q: 3 clusters Score -1140842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1140848.750000 Penalty: 4541.266113
	Iteration 29Q: 3 clusters Score -1140849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1140860.875000 Penalty: 4541.266113
	Iteration 30Q: 3 clusters Score -1140861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1140870.000000 Penalty: 4541.266113
	Iteration 31Q: 3 clusters Score -1140870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1140877.875000 Penalty: 4541.266113
	Iteration 32Q: 3 clusters Score -1140878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1140890.250000 Penalty: 4541.266113
	Iteration 33Q: 3 clusters Score -1140890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1140899.125000 Penalty: 4541.266113
	Iteration 34Q: 3 clusters Score -1140899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1140905.500000 Penalty: 4541.266113
	Iteration 35Q: 3 clusters Score -1140906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1140908.000000 Penalty: 4541.266113
	Iteration 36Q: 3 clusters Score -1140908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1140910.500000 Penalty: 4541.266113
	Iteration 37Q: 3 clusters Score -1140910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1140910.625000 Penalty: 4541.266113
	Iteration 38Q: 3 clusters Score -1140911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1140909.125000 Penalty: 4541.266113
	Iteration 39Q: 3 clusters Score -1140909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1140908.500000 Penalty: 4541.266113
	Iteration 40F: 3 clusters Score -1140908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (77966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Entering Unmasked Estep 
Score: -10078294.000000 Penalty: 2793.479004
	Iteration 0F: 2 clusters Score -1.007829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -10025933.000000 Penalty: 5586.958008
	Iteration 0F: 3 clusters Score -1.002593e+07 nChanged 36443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -10046455.000000 Penalty: 5586.958008
	Iteration 1F: 3 clusters Score -1.004646e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -10046926.000000 Penalty: 5586.958008
	Iteration 2Q: 3 clusters Score -1.004693e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -10047309.000000 Penalty: 5586.958008
	Iteration 3Q: 3 clusters Score -1.004731e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -10047706.000000 Penalty: 5586.958008
	Iteration 4Q: 3 clusters Score -1.004771e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -10048132.000000 Penalty: 5586.958008
	Iteration 5Q: 3 clusters Score -1.004813e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -10048526.000000 Penalty: 5586.958008
	Iteration 6Q: 3 clusters Score -1.004853e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -10049043.000000 Penalty: 5586.958008
	Iteration 7Q: 3 clusters Score -1.004904e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -10049657.000000 Penalty: 5586.958008
	Iteration 8Q: 3 clusters Score -1.004966e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -10050530.000000 Penalty: 5586.958008
	Iteration 9Q: 3 clusters Score -1.005053e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -10051928.000000 Penalty: 5586.958008
	Iteration 10Q: 3 clusters Score -1.005193e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -10054305.000000 Penalty: 5586.958008
	Iteration 11Q: 3 clusters Score -1.00543e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -10057660.000000 Penalty: 5586.958008
	Iteration 12F: 3 clusters Score -1.005766e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -10061562.000000 Penalty: 5586.958008
	Iteration 13F: 3 clusters Score -1.006156e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -10065267.000000 Penalty: 5586.958008
	Iteration 14F: 3 clusters Score -1.006527e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -10068222.000000 Penalty: 5586.958008
	Iteration 15Q: 3 clusters Score -1.006822e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -10070406.000000 Penalty: 5586.958008
	Iteration 16Q: 3 clusters Score -1.007041e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 73070 members 
Entering Unmasked Estep 
Score: -10071958.000000 Penalty: 5586.958008
	Iteration 17Q: 3 clusters Score -1.007196e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -10073158.000000 Penalty: 5586.958008
	Iteration 18Q: 3 clusters Score -1.007316e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 75680 members 
Entering Unmasked Estep 
Score: -10074084.000000 Penalty: 5586.958008
	Iteration 19Q: 3 clusters Score -1.007408e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
Score: -10074752.000000 Penalty: 5586.958008
	Iteration 20F: 3 clusters Score -1.007475e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 76994 members 
Entering Unmasked Estep 
Score: -10075172.000000 Penalty: 5586.958008
	Iteration 21Q: 3 clusters Score -1.007517e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -10075444.000000 Penalty: 5586.958008
	Iteration 22Q: 3 clusters Score -1.007544e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -10075597.000000 Penalty: 5586.958008
	Iteration 23Q: 3 clusters Score -1.00756e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -10075693.000000 Penalty: 5586.958008
	Iteration 24Q: 3 clusters Score -1.007569e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -10075768.000000 Penalty: 5586.958008
	Iteration 25Q: 3 clusters Score -1.007577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -10075813.000000 Penalty: 5586.958008
	Iteration 26Q: 3 clusters Score -1.007581e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -10075824.000000 Penalty: 5586.958008
	Iteration 27Q: 3 clusters Score -1.007582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -10075845.000000 Penalty: 5586.958008
	Iteration 28Q: 3 clusters Score -1.007584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 77635 members 
Entering Unmasked Estep 
Score: -10075839.000000 Penalty: 5586.958008
	Iteration 29Q: 3 clusters Score -1.007584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 77643 members 
Entering Unmasked Estep 
Score: -10075871.000000 Penalty: 5586.958008
	Iteration 30Q: 3 clusters Score -1.007587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -10075877.000000 Penalty: 5586.958008
	Iteration 31Q: 3 clusters Score -1.007588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -10075879.000000 Penalty: 5586.958008
	Iteration 32Q: 3 clusters Score -1.007588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -10075887.000000 Penalty: 5586.958008
	Iteration 33Q: 3 clusters Score -1.007589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -10075887.000000 Penalty: 5586.958008
	Iteration 34F: 3 clusters Score -1.007589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -93646.179688 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -93646.18 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 389 members 
Entering Unmasked Estep 
Score: -91902.164062 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -91902.16 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92164.445312 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -92164.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92255.359375 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -92255.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92313.968750 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -92313.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92370.968750 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -92370.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92391.796875 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -92391.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -92396.179688 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -92396.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92398.140625 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -92398.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92398.140625 Penalty: 3306.810547
	Iteration 8F: 3 clusters Score -92398.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Entering Unmasked Estep 
Score: -699104.562500 Penalty: 2145.887695
	Iteration 0F: 2 clusters Score -699104.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -694156.812500 Penalty: 4291.775391
	Iteration 0F: 3 clusters Score -694156.8 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -695327.250000 Penalty: 4291.775391
	Iteration 1F: 3 clusters Score -695327.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -695533.625000 Penalty: 4291.775391
	Iteration 2F: 3 clusters Score -695533.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -695659.812500 Penalty: 4291.775391
	Iteration 3Q: 3 clusters Score -695659.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -695747.062500 Penalty: 4291.775391
	Iteration 4Q: 3 clusters Score -695747.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -695814.437500 Penalty: 4291.775391
	Iteration 5Q: 3 clusters Score -695814.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -695863.312500 Penalty: 4291.775391
	Iteration 6Q: 3 clusters Score -695863.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -695902.500000 Penalty: 4291.775391
	Iteration 7Q: 3 clusters Score -695902.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -695942.312500 Penalty: 4291.775391
	Iteration 8Q: 3 clusters Score -695942.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -695971.187500 Penalty: 4291.775391
	Iteration 9Q: 3 clusters Score -695971.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -695996.250000 Penalty: 4291.775391
	Iteration 10Q: 3 clusters Score -695996.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -696016.687500 Penalty: 4291.775391
	Iteration 11Q: 3 clusters Score -696016.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -696036.000000 Penalty: 4291.775391
	Iteration 12Q: 3 clusters Score -696036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -696055.687500 Penalty: 4291.775391
	Iteration 13Q: 3 clusters Score -696055.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -696073.375000 Penalty: 4291.775391
	Iteration 14Q: 3 clusters Score -696073.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -696088.937500 Penalty: 4291.775391
	Iteration 15Q: 3 clusters Score -696088.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -696104.750000 Penalty: 4291.775391
	Iteration 16Q: 3 clusters Score -696104.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -696122.125000 Penalty: 4291.775391
	Iteration 17Q: 3 clusters Score -696122.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -696134.187500 Penalty: 4291.775391
	Iteration 18Q: 3 clusters Score -696134.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -696146.625000 Penalty: 4291.775391
	Iteration 19Q: 3 clusters Score -696146.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -696157.500000 Penalty: 4291.775391
	Iteration 20F: 3 clusters Score -696157.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -696166.000000 Penalty: 4291.775391
	Iteration 21Q: 3 clusters Score -696166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -696179.312500 Penalty: 4291.775391
	Iteration 22Q: 3 clusters Score -696179.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -696194.125000 Penalty: 4291.775391
	Iteration 23Q: 3 clusters Score -696194.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -696206.375000 Penalty: 4291.775391
	Iteration 24Q: 3 clusters Score -696206.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -696215.000000 Penalty: 4291.775391
	Iteration 25Q: 3 clusters Score -696215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -696222.375000 Penalty: 4291.775391
	Iteration 26Q: 3 clusters Score -696222.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -696228.375000 Penalty: 4291.775391
	Iteration 27Q: 3 clusters Score -696228.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -696233.437500 Penalty: 4291.775391
	Iteration 28Q: 3 clusters Score -696233.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -696238.250000 Penalty: 4291.775391
	Iteration 29Q: 3 clusters Score -696238.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -696247.937500 Penalty: 4291.775391
	Iteration 30Q: 3 clusters Score -696247.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -696257.000000 Penalty: 4291.775391
	Iteration 31Q: 3 clusters Score -696257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -696268.437500 Penalty: 4291.775391
	Iteration 32Q: 3 clusters Score -696268.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -696276.062500 Penalty: 4291.775391
	Iteration 33Q: 3 clusters Score -696276.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -696281.250000 Penalty: 4291.775391
	Iteration 34Q: 3 clusters Score -696281.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -696287.250000 Penalty: 4291.775391
	Iteration 35Q: 3 clusters Score -696287.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -696294.437500 Penalty: 4291.775391
	Iteration 36Q: 3 clusters Score -696294.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -696297.000000 Penalty: 4291.775391
	Iteration 37Q: 3 clusters Score -696297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -696304.937500 Penalty: 4291.775391
	Iteration 38Q: 3 clusters Score -696304.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -696313.562500 Penalty: 4291.775391
	Iteration 39Q: 3 clusters Score -696313.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -696321.937500 Penalty: 4291.775391
	Iteration 40F: 3 clusters Score -696321.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -696327.937500 Penalty: 4291.775391
	Iteration 41Q: 3 clusters Score -696327.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -696331.187500 Penalty: 4291.775391
	Iteration 42Q: 3 clusters Score -696331.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -696335.062500 Penalty: 4291.775391
	Iteration 43Q: 3 clusters Score -696335.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -696337.437500 Penalty: 4291.775391
	Iteration 44Q: 3 clusters Score -696337.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -696341.625000 Penalty: 4291.775391
	Iteration 45Q: 3 clusters Score -696341.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -696346.375000 Penalty: 4291.775391
	Iteration 46Q: 3 clusters Score -696346.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -696348.187500 Penalty: 4291.775391
	Iteration 47Q: 3 clusters Score -696348.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -696351.812500 Penalty: 4291.775391
	Iteration 48Q: 3 clusters Score -696351.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -696356.437500 Penalty: 4291.775391
	Iteration 49Q: 3 clusters Score -696356.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -696361.187500 Penalty: 4291.775391
	Iteration 50Q: 3 clusters Score -696361.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -696364.437500 Penalty: 4291.775391
	Iteration 51Q: 3 clusters Score -696364.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -696368.437500 Penalty: 4291.775391
	Iteration 52Q: 3 clusters Score -696368.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -696377.062500 Penalty: 4291.775391
	Iteration 53Q: 3 clusters Score -696377.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -696384.375000 Penalty: 4291.775391
	Iteration 54Q: 3 clusters Score -696384.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -696396.125000 Penalty: 4291.775391
	Iteration 55Q: 3 clusters Score -696396.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -696410.187500 Penalty: 4291.775391
	Iteration 56Q: 3 clusters Score -696410.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -696422.562500 Penalty: 4291.775391
	Iteration 57Q: 3 clusters Score -696422.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -696436.500000 Penalty: 4291.775391
	Iteration 58Q: 3 clusters Score -696436.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -696452.687500 Penalty: 4291.775391
	Iteration 59Q: 3 clusters Score -696452.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -696472.625000 Penalty: 4291.775391
	Iteration 60F: 3 clusters Score -696472.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -696493.562500 Penalty: 4291.775391
	Iteration 61Q: 3 clusters Score -696493.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -696508.187500 Penalty: 4291.775391
	Iteration 62Q: 3 clusters Score -696508.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -696516.875000 Penalty: 4291.775391
	Iteration 63Q: 3 clusters Score -696516.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -696529.000000 Penalty: 4291.775391
	Iteration 64Q: 3 clusters Score -696529 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -696551.125000 Penalty: 4291.775391
	Iteration 65Q: 3 clusters Score -696551.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -696575.500000 Penalty: 4291.775391
	Iteration 66Q: 3 clusters Score -696575.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -696602.812500 Penalty: 4291.775391
	Iteration 67Q: 3 clusters Score -696602.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -696629.625000 Penalty: 4291.775391
	Iteration 68Q: 3 clusters Score -696629.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -696662.375000 Penalty: 4291.775391
	Iteration 69Q: 3 clusters Score -696662.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -696698.937500 Penalty: 4291.775391
	Iteration 70Q: 3 clusters Score -696698.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -696730.375000 Penalty: 4291.775391
	Iteration 71Q: 3 clusters Score -696730.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -696753.562500 Penalty: 4291.775391
	Iteration 72Q: 3 clusters Score -696753.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -696770.437500 Penalty: 4291.775391
	Iteration 73Q: 3 clusters Score -696770.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -696789.375000 Penalty: 4291.775391
	Iteration 74Q: 3 clusters Score -696789.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -696813.625000 Penalty: 4291.775391
	Iteration 75Q: 3 clusters Score -696813.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -696839.062500 Penalty: 4291.775391
	Iteration 76Q: 3 clusters Score -696839.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -696862.875000 Penalty: 4291.775391
	Iteration 77Q: 3 clusters Score -696862.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -696887.687500 Penalty: 4291.775391
	Iteration 78Q: 3 clusters Score -696887.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -696906.000000 Penalty: 4291.775391
	Iteration 79Q: 3 clusters Score -696906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -696922.000000 Penalty: 4291.775391
	Iteration 80F: 3 clusters Score -696922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -696938.562500 Penalty: 4291.775391
	Iteration 81Q: 3 clusters Score -696938.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -696952.312500 Penalty: 4291.775391
	Iteration 82Q: 3 clusters Score -696952.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -696964.187500 Penalty: 4291.775391
	Iteration 83Q: 3 clusters Score -696964.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -696973.250000 Penalty: 4291.775391
	Iteration 84Q: 3 clusters Score -696973.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -696986.125000 Penalty: 4291.775391
	Iteration 85Q: 3 clusters Score -696986.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -696998.250000 Penalty: 4291.775391
	Iteration 86Q: 3 clusters Score -696998.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -697011.437500 Penalty: 4291.775391
	Iteration 87Q: 3 clusters Score -697011.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -697032.062500 Penalty: 4291.775391
	Iteration 88Q: 3 clusters Score -697032.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -697051.562500 Penalty: 4291.775391
	Iteration 89Q: 3 clusters Score -697051.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -697071.500000 Penalty: 4291.775391
	Iteration 90Q: 3 clusters Score -697071.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -697085.312500 Penalty: 4291.775391
	Iteration 91Q: 3 clusters Score -697085.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -697094.375000 Penalty: 4291.775391
	Iteration 92Q: 3 clusters Score -697094.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -697102.375000 Penalty: 4291.775391
	Iteration 93Q: 3 clusters Score -697102.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -697108.125000 Penalty: 4291.775391
	Iteration 94Q: 3 clusters Score -697108.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -697117.562500 Penalty: 4291.775391
	Iteration 95Q: 3 clusters Score -697117.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -697123.187500 Penalty: 4291.775391
	Iteration 96Q: 3 clusters Score -697123.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -697130.187500 Penalty: 4291.775391
	Iteration 97Q: 3 clusters Score -697130.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -697135.812500 Penalty: 4291.775391
	Iteration 98Q: 3 clusters Score -697135.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -697140.875000 Penalty: 4291.775391
	Iteration 99Q: 3 clusters Score -697140.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -697143.625000 Penalty: 4291.775391
	Iteration 100F: 3 clusters Score -697143.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -697148.750000 Penalty: 4291.775391
	Iteration 101Q: 3 clusters Score -697148.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -697148.312500 Penalty: 4291.775391
	Iteration 102Q: 3 clusters Score -697148.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -697152.812500 Penalty: 4291.775391
	Iteration 103Q: 3 clusters Score -697152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -697154.062500 Penalty: 4291.775391
	Iteration 104Q: 3 clusters Score -697154.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -697156.750000 Penalty: 4291.775391
	Iteration 105Q: 3 clusters Score -697156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -697158.062500 Penalty: 4291.775391
	Iteration 106Q: 3 clusters Score -697158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -697159.625000 Penalty: 4291.775391
	Iteration 107Q: 3 clusters Score -697159.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -697161.562500 Penalty: 4291.775391
	Iteration 108Q: 3 clusters Score -697161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -697161.875000 Penalty: 4291.775391
	Iteration 109Q: 3 clusters Score -697161.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -697162.062500 Penalty: 4291.775391
	Iteration 110Q: 3 clusters Score -697162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -697161.937500 Penalty: 4291.775391
	Iteration 111Q: 3 clusters Score -697161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -697161.812500 Penalty: 4291.775391
	Iteration 112Q: 3 clusters Score -697161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -697163.562500 Penalty: 4291.775391
	Iteration 113Q: 3 clusters Score -697163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -697162.500000 Penalty: 4291.775391
	Iteration 114Q: 3 clusters Score -697162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -697163.875000 Penalty: 4291.775391
	Iteration 115Q: 3 clusters Score -697163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -697163.875000 Penalty: 4291.775391
	Iteration 116F: 3 clusters Score -697163.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (152902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152902 members 
Entering Unmasked Estep 
Score: -19825918.000000 Penalty: 2960.512939
	Iteration 0F: 2 clusters Score -1.982592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Mstep: Class 2 contains 76341 members 
Entering Unmasked Estep 
Score: -19725164.000000 Penalty: 5921.025879
	Iteration 0F: 3 clusters Score -1.972516e+07 nChanged 73158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78483 members 
Mstep: Class 2 contains 74419 members 
Entering Unmasked Estep 
Score: -19767924.000000 Penalty: 5921.025879
	Iteration 1F: 3 clusters Score -1.976792e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79917 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -19769252.000000 Penalty: 5921.025879
	Iteration 2Q: 3 clusters Score -1.976925e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82375 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -19771290.000000 Penalty: 5921.025879
	Iteration 3Q: 3 clusters Score -1.977129e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86154 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -19774650.000000 Penalty: 5921.025879
	Iteration 4Q: 3 clusters Score -1.977465e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -19779764.000000 Penalty: 5921.025879
	Iteration 5F: 3 clusters Score -1.977976e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -19787330.000000 Penalty: 5921.025879
	Iteration 6F: 3 clusters Score -1.978733e+07 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105811 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -19796420.000000 Penalty: 5921.025879
	Iteration 7F: 3 clusters Score -1.979642e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111831 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -19804108.000000 Penalty: 5921.025879
	Iteration 8F: 3 clusters Score -1.980411e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116092 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -19809052.000000 Penalty: 5921.025879
	Iteration 9Q: 3 clusters Score -1.980905e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119169 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -19811456.000000 Penalty: 5921.025879
	Iteration 10Q: 3 clusters Score -1.981146e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121914 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -19812904.000000 Penalty: 5921.025879
	Iteration 11Q: 3 clusters Score -1.98129e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -19813862.000000 Penalty: 5921.025879
	Iteration 12Q: 3 clusters Score -1.981386e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126880 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -19814954.000000 Penalty: 5921.025879
	Iteration 13Q: 3 clusters Score -1.981495e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129287 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -19816058.000000 Penalty: 5921.025879
	Iteration 14Q: 3 clusters Score -1.981606e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131589 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -19817228.000000 Penalty: 5921.025879
	Iteration 15Q: 3 clusters Score -1.981723e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133660 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -19818294.000000 Penalty: 5921.025879
	Iteration 16Q: 3 clusters Score -1.981829e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135604 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -19819608.000000 Penalty: 5921.025879
	Iteration 17Q: 3 clusters Score -1.981961e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137282 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -19821064.000000 Penalty: 5921.025879
	Iteration 18Q: 3 clusters Score -1.982106e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138585 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -19822188.000000 Penalty: 5921.025879
	Iteration 19Q: 3 clusters Score -1.982219e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139585 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -19822928.000000 Penalty: 5921.025879
	Iteration 20F: 3 clusters Score -1.982293e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140322 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -19823350.000000 Penalty: 5921.025879
	Iteration 21Q: 3 clusters Score -1.982335e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140936 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -19823690.000000 Penalty: 5921.025879
	Iteration 22Q: 3 clusters Score -1.982369e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141408 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -19823948.000000 Penalty: 5921.025879
	Iteration 23Q: 3 clusters Score -1.982395e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141774 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -19824102.000000 Penalty: 5921.025879
	Iteration 24Q: 3 clusters Score -1.98241e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142060 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -19824124.000000 Penalty: 5921.025879
	Iteration 25Q: 3 clusters Score -1.982412e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142309 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -19824162.000000 Penalty: 5921.025879
	Iteration 26Q: 3 clusters Score -1.982416e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142571 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -19824304.000000 Penalty: 5921.025879
	Iteration 27Q: 3 clusters Score -1.98243e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142813 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -19824354.000000 Penalty: 5921.025879
	Iteration 28Q: 3 clusters Score -1.982435e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143027 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -19824388.000000 Penalty: 5921.025879
	Iteration 29Q: 3 clusters Score -1.982439e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143214 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -19824392.000000 Penalty: 5921.025879
	Iteration 30Q: 3 clusters Score -1.982439e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143374 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -19824384.000000 Penalty: 5921.025879
	Iteration 31Q: 3 clusters Score -1.982438e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143513 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -19824344.000000 Penalty: 5921.025879
	Iteration 32Q: 3 clusters Score -1.982434e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143648 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -19824402.000000 Penalty: 5921.025879
	Iteration 33Q: 3 clusters Score -1.98244e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143762 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -19824446.000000 Penalty: 5921.025879
	Iteration 34Q: 3 clusters Score -1.982445e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143859 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -19824416.000000 Penalty: 5921.025879
	Iteration 35Q: 3 clusters Score -1.982442e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143961 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -19824444.000000 Penalty: 5921.025879
	Iteration 36Q: 3 clusters Score -1.982444e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144057 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -19824462.000000 Penalty: 5921.025879
	Iteration 37Q: 3 clusters Score -1.982446e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144147 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -19824506.000000 Penalty: 5921.025879
	Iteration 38Q: 3 clusters Score -1.982451e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144241 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -19824492.000000 Penalty: 5921.025879
	Iteration 39Q: 3 clusters Score -1.982449e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144321 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -19824486.000000 Penalty: 5921.025879
	Iteration 40F: 3 clusters Score -1.982449e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144394 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -19824488.000000 Penalty: 5921.025879
	Iteration 41Q: 3 clusters Score -1.982449e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144483 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -19824514.000000 Penalty: 5921.025879
	Iteration 42Q: 3 clusters Score -1.982451e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144540 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -19824488.000000 Penalty: 5921.025879
	Iteration 43Q: 3 clusters Score -1.982449e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144590 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -19824486.000000 Penalty: 5921.025879
	Iteration 44Q: 3 clusters Score -1.982449e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144647 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -19824488.000000 Penalty: 5921.025879
	Iteration 45Q: 3 clusters Score -1.982449e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144706 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -19824498.000000 Penalty: 5921.025879
	Iteration 46Q: 3 clusters Score -1.98245e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144757 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -19824474.000000 Penalty: 5921.025879
	Iteration 47Q: 3 clusters Score -1.982447e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144806 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -19824502.000000 Penalty: 5921.025879
	Iteration 48Q: 3 clusters Score -1.98245e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144845 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -19824490.000000 Penalty: 5921.025879
	Iteration 49Q: 3 clusters Score -1.982449e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144877 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -19824498.000000 Penalty: 5921.025879
	Iteration 50Q: 3 clusters Score -1.98245e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144914 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -19824492.000000 Penalty: 5921.025879
	Iteration 51Q: 3 clusters Score -1.982449e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144937 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -19824504.000000 Penalty: 5921.025879
	Iteration 52Q: 3 clusters Score -1.98245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144960 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -19824492.000000 Penalty: 5921.025879
	Iteration 53Q: 3 clusters Score -1.982449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144976 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -19824494.000000 Penalty: 5921.025879
	Iteration 54Q: 3 clusters Score -1.982449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144995 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -19824480.000000 Penalty: 5921.025879
	Iteration 55Q: 3 clusters Score -1.982448e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145016 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -19824506.000000 Penalty: 5921.025879
	Iteration 56Q: 3 clusters Score -1.982451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -19824506.000000 Penalty: 5921.025879
	Iteration 57Q: 3 clusters Score -1.982451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145057 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -19824474.000000 Penalty: 5921.025879
	Iteration 58Q: 3 clusters Score -1.982447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145076 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -19824486.000000 Penalty: 5921.025879
	Iteration 59Q: 3 clusters Score -1.982449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145095 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -19824486.000000 Penalty: 5921.025879
	Iteration 60F: 3 clusters Score -1.982449e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145118 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -19824488.000000 Penalty: 5921.025879
	Iteration 61Q: 3 clusters Score -1.982449e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145140 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -19824486.000000 Penalty: 5921.025879
	Iteration 62Q: 3 clusters Score -1.982449e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145165 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -19824490.000000 Penalty: 5921.025879
	Iteration 63Q: 3 clusters Score -1.982449e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145187 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -19824472.000000 Penalty: 5921.025879
	Iteration 64Q: 3 clusters Score -1.982447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145198 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -19824486.000000 Penalty: 5921.025879
	Iteration 65Q: 3 clusters Score -1.982449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145208 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -19824474.000000 Penalty: 5921.025879
	Iteration 66Q: 3 clusters Score -1.982447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145222 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -19824476.000000 Penalty: 5921.025879
	Iteration 67Q: 3 clusters Score -1.982448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145240 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -19824496.000000 Penalty: 5921.025879
	Iteration 68Q: 3 clusters Score -1.98245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145258 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -19824470.000000 Penalty: 5921.025879
	Iteration 69Q: 3 clusters Score -1.982447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145270 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -19824492.000000 Penalty: 5921.025879
	Iteration 70Q: 3 clusters Score -1.982449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145281 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -19824502.000000 Penalty: 5921.025879
	Iteration 71Q: 3 clusters Score -1.98245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145293 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -19824504.000000 Penalty: 5921.025879
	Iteration 72Q: 3 clusters Score -1.98245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145303 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -19824490.000000 Penalty: 5921.025879
	Iteration 73Q: 3 clusters Score -1.982449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145309 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -19824502.000000 Penalty: 5921.025879
	Iteration 74Q: 3 clusters Score -1.98245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145314 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -19824502.000000 Penalty: 5921.025879
	Iteration 75Q: 3 clusters Score -1.98245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145318 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -19824504.000000 Penalty: 5921.025879
	Iteration 76Q: 3 clusters Score -1.98245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145319 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -19824494.000000 Penalty: 5921.025879
	Iteration 77Q: 3 clusters Score -1.982449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145321 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -19824492.000000 Penalty: 5921.025879
	Iteration 78Q: 3 clusters Score -1.982449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145325 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -19824508.000000 Penalty: 5921.025879
	Iteration 79Q: 3 clusters Score -1.982451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145327 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -19824494.000000 Penalty: 5921.025879
	Iteration 80F: 3 clusters Score -1.982449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145331 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -19824500.000000 Penalty: 5921.025879
	Iteration 81Q: 3 clusters Score -1.98245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145332 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -19824498.000000 Penalty: 5921.025879
	Iteration 82Q: 3 clusters Score -1.98245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145335 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -19824506.000000 Penalty: 5921.025879
	Iteration 83Q: 3 clusters Score -1.982451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145340 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -19824516.000000 Penalty: 5921.025879
	Iteration 84Q: 3 clusters Score -1.982452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145341 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -19824514.000000 Penalty: 5921.025879
	Iteration 85Q: 3 clusters Score -1.982451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145343 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -19824508.000000 Penalty: 5921.025879
	Iteration 86Q: 3 clusters Score -1.982451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145344 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -19824518.000000 Penalty: 5921.025879
	Iteration 87Q: 3 clusters Score -1.982452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145344 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -19824518.000000 Penalty: 5921.025879
	Iteration 88F: 3 clusters Score -1.982452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -529956.312500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -529956.3 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 2219 members 
Entering Unmasked Estep 
Score: -525806.750000 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -525806.8 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -526836.687500 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -526836.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -527041.250000 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -527041.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -527162.125000 Penalty: 4167.729004
	Iteration 3Q: 3 clusters Score -527162.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -527239.375000 Penalty: 4167.729004
	Iteration 4Q: 3 clusters Score -527239.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -527290.937500 Penalty: 4167.729004
	Iteration 5Q: 3 clusters Score -527290.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -527332.562500 Penalty: 4167.729004
	Iteration 6Q: 3 clusters Score -527332.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -527362.812500 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -527362.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -527386.500000 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -527386.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -527408.062500 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -527408.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -527433.812500 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -527433.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -527456.062500 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -527456.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -527475.562500 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -527475.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -527489.187500 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -527489.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -527499.000000 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -527499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -527507.125000 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -527507.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -527516.625000 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -527516.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -527522.812500 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -527522.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -527530.437500 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -527530.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -527535.375000 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -527535.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -527539.312500 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -527539.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -527545.250000 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -527545.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -527551.375000 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -527551.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -527555.937500 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -527555.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -527559.437500 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -527559.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -527562.687500 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -527562.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -527565.937500 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -527565.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -527568.312500 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -527568.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -527572.312500 Penalty: 4167.729004
	Iteration 28Q: 3 clusters Score -527572.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -527573.500000 Penalty: 4167.729004
	Iteration 29Q: 3 clusters Score -527573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -527575.437500 Penalty: 4167.729004
	Iteration 30Q: 3 clusters Score -527575.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -527577.750000 Penalty: 4167.729004
	Iteration 31Q: 3 clusters Score -527577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -527579.250000 Penalty: 4167.729004
	Iteration 32Q: 3 clusters Score -527579.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -527580.812500 Penalty: 4167.729004
	Iteration 33Q: 3 clusters Score -527580.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -527581.312500 Penalty: 4167.729004
	Iteration 34Q: 3 clusters Score -527581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -527582.437500 Penalty: 4167.729004
	Iteration 35Q: 3 clusters Score -527582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -527583.312500 Penalty: 4167.729004
	Iteration 36Q: 3 clusters Score -527583.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -527584.312500 Penalty: 4167.729004
	Iteration 37Q: 3 clusters Score -527584.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -527585.375000 Penalty: 4167.729004
	Iteration 38Q: 3 clusters Score -527585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -527586.812500 Penalty: 4167.729004
	Iteration 39Q: 3 clusters Score -527586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -527587.937500 Penalty: 4167.729004
	Iteration 40F: 3 clusters Score -527587.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -527587.812500 Penalty: 4167.729004
	Iteration 41Q: 3 clusters Score -527587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -527589.187500 Penalty: 4167.729004
	Iteration 42Q: 3 clusters Score -527589.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -527591.062500 Penalty: 4167.729004
	Iteration 43Q: 3 clusters Score -527591.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -527593.062500 Penalty: 4167.729004
	Iteration 44Q: 3 clusters Score -527593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -527594.187500 Penalty: 4167.729004
	Iteration 45Q: 3 clusters Score -527594.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -527595.500000 Penalty: 4167.729004
	Iteration 46Q: 3 clusters Score -527595.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -527598.187500 Penalty: 4167.729004
	Iteration 47Q: 3 clusters Score -527598.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -527600.312500 Penalty: 4167.729004
	Iteration 48Q: 3 clusters Score -527600.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -527602.687500 Penalty: 4167.729004
	Iteration 49Q: 3 clusters Score -527602.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -527604.750000 Penalty: 4167.729004
	Iteration 50Q: 3 clusters Score -527604.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -527606.062500 Penalty: 4167.729004
	Iteration 51Q: 3 clusters Score -527606.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -527607.125000 Penalty: 4167.729004
	Iteration 52Q: 3 clusters Score -527607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -527607.125000 Penalty: 4167.729004
	Iteration 53Q: 3 clusters Score -527607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -527608.562500 Penalty: 4167.729004
	Iteration 54Q: 3 clusters Score -527608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -527608.500000 Penalty: 4167.729004
	Iteration 55Q: 3 clusters Score -527608.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -527609.875000 Penalty: 4167.729004
	Iteration 56Q: 3 clusters Score -527609.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -527609.812500 Penalty: 4167.729004
	Iteration 57Q: 3 clusters Score -527609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -527611.125000 Penalty: 4167.729004
	Iteration 58Q: 3 clusters Score -527611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -527611.687500 Penalty: 4167.729004
	Iteration 59Q: 3 clusters Score -527611.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -527614.875000 Penalty: 4167.729004
	Iteration 60F: 3 clusters Score -527614.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -527617.937500 Penalty: 4167.729004
	Iteration 61Q: 3 clusters Score -527617.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -527619.187500 Penalty: 4167.729004
	Iteration 62Q: 3 clusters Score -527619.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -527622.312500 Penalty: 4167.729004
	Iteration 63Q: 3 clusters Score -527622.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -527624.687500 Penalty: 4167.729004
	Iteration 64Q: 3 clusters Score -527624.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -527626.562500 Penalty: 4167.729004
	Iteration 65Q: 3 clusters Score -527626.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -527627.937500 Penalty: 4167.729004
	Iteration 66Q: 3 clusters Score -527627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -527629.125000 Penalty: 4167.729004
	Iteration 67Q: 3 clusters Score -527629.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -527633.187500 Penalty: 4167.729004
	Iteration 68Q: 3 clusters Score -527633.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -527637.875000 Penalty: 4167.729004
	Iteration 69Q: 3 clusters Score -527637.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -527645.000000 Penalty: 4167.729004
	Iteration 70Q: 3 clusters Score -527645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -527648.937500 Penalty: 4167.729004
	Iteration 71Q: 3 clusters Score -527648.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -527650.687500 Penalty: 4167.729004
	Iteration 72Q: 3 clusters Score -527650.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -527653.812500 Penalty: 4167.729004
	Iteration 73Q: 3 clusters Score -527653.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -527656.000000 Penalty: 4167.729004
	Iteration 74Q: 3 clusters Score -527656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -527659.312500 Penalty: 4167.729004
	Iteration 75Q: 3 clusters Score -527659.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -527662.625000 Penalty: 4167.729004
	Iteration 76Q: 3 clusters Score -527662.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -527665.625000 Penalty: 4167.729004
	Iteration 77Q: 3 clusters Score -527665.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -527667.812500 Penalty: 4167.729004
	Iteration 78Q: 3 clusters Score -527667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -527671.500000 Penalty: 4167.729004
	Iteration 79Q: 3 clusters Score -527671.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -527673.687500 Penalty: 4167.729004
	Iteration 80F: 3 clusters Score -527673.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -527674.562500 Penalty: 4167.729004
	Iteration 81Q: 3 clusters Score -527674.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -527677.750000 Penalty: 4167.729004
	Iteration 82Q: 3 clusters Score -527677.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -527681.625000 Penalty: 4167.729004
	Iteration 83Q: 3 clusters Score -527681.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -527686.000000 Penalty: 4167.729004
	Iteration 84Q: 3 clusters Score -527686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -527688.812500 Penalty: 4167.729004
	Iteration 85Q: 3 clusters Score -527688.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -527691.687500 Penalty: 4167.729004
	Iteration 86Q: 3 clusters Score -527691.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -527693.812500 Penalty: 4167.729004
	Iteration 87Q: 3 clusters Score -527693.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -527697.500000 Penalty: 4167.729004
	Iteration 88Q: 3 clusters Score -527697.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -527702.125000 Penalty: 4167.729004
	Iteration 89Q: 3 clusters Score -527702.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -527711.812500 Penalty: 4167.729004
	Iteration 90Q: 3 clusters Score -527711.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -527722.500000 Penalty: 4167.729004
	Iteration 91Q: 3 clusters Score -527722.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -527732.312500 Penalty: 4167.729004
	Iteration 92Q: 3 clusters Score -527732.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -527746.500000 Penalty: 4167.729004
	Iteration 93Q: 3 clusters Score -527746.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -527769.250000 Penalty: 4167.729004
	Iteration 94Q: 3 clusters Score -527769.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -527794.187500 Penalty: 4167.729004
	Iteration 95Q: 3 clusters Score -527794.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -527837.000000 Penalty: 4167.729004
	Iteration 96Q: 3 clusters Score -527837 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -527888.750000 Penalty: 4167.729004
	Iteration 97Q: 3 clusters Score -527888.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -527937.062500 Penalty: 4167.729004
	Iteration 98Q: 3 clusters Score -527937.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -527988.125000 Penalty: 4167.729004
	Iteration 99Q: 3 clusters Score -527988.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -528032.250000 Penalty: 4167.729004
	Iteration 100F: 3 clusters Score -528032.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -528074.000000 Penalty: 4167.729004
	Iteration 101Q: 3 clusters Score -528074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -528119.375000 Penalty: 4167.729004
	Iteration 102Q: 3 clusters Score -528119.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -528151.375000 Penalty: 4167.729004
	Iteration 103Q: 3 clusters Score -528151.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -528173.812500 Penalty: 4167.729004
	Iteration 104Q: 3 clusters Score -528173.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -528197.437500 Penalty: 4167.729004
	Iteration 105Q: 3 clusters Score -528197.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -528221.375000 Penalty: 4167.729004
	Iteration 106Q: 3 clusters Score -528221.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -528257.312500 Penalty: 4167.729004
	Iteration 107Q: 3 clusters Score -528257.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -528288.500000 Penalty: 4167.729004
	Iteration 108Q: 3 clusters Score -528288.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -528318.687500 Penalty: 4167.729004
	Iteration 109Q: 3 clusters Score -528318.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -528341.312500 Penalty: 4167.729004
	Iteration 110Q: 3 clusters Score -528341.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -528358.875000 Penalty: 4167.729004
	Iteration 111Q: 3 clusters Score -528358.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -528370.500000 Penalty: 4167.729004
	Iteration 112Q: 3 clusters Score -528370.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -528384.937500 Penalty: 4167.729004
	Iteration 113Q: 3 clusters Score -528384.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -528390.250000 Penalty: 4167.729004
	Iteration 114Q: 3 clusters Score -528390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -528393.000000 Penalty: 4167.729004
	Iteration 115Q: 3 clusters Score -528393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -528398.562500 Penalty: 4167.729004
	Iteration 116Q: 3 clusters Score -528398.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -528405.187500 Penalty: 4167.729004
	Iteration 117Q: 3 clusters Score -528405.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -528414.187500 Penalty: 4167.729004
	Iteration 118Q: 3 clusters Score -528414.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -528423.625000 Penalty: 4167.729004
	Iteration 119Q: 3 clusters Score -528423.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -528437.500000 Penalty: 4167.729004
	Iteration 120F: 3 clusters Score -528437.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -528447.500000 Penalty: 4167.729004
	Iteration 121Q: 3 clusters Score -528447.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -528457.375000 Penalty: 4167.729004
	Iteration 122Q: 3 clusters Score -528457.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -528468.687500 Penalty: 4167.729004
	Iteration 123Q: 3 clusters Score -528468.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -528469.500000 Penalty: 4167.729004
	Iteration 124Q: 3 clusters Score -528469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -528470.875000 Penalty: 4167.729004
	Iteration 125Q: 3 clusters Score -528470.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -528472.250000 Penalty: 4167.729004
	Iteration 126Q: 3 clusters Score -528472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -528472.250000 Penalty: 4167.729004
	Iteration 127F: 3 clusters Score -528472.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -66737.843750 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -66737.84 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 302 members 
Entering Unmasked Estep 
Score: -65208.597656 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -65208.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65633.812500 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -65633.81 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65837.921875 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -65837.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65947.234375 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -65947.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66103.359375 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -66103.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66207.585938 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -66207.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66271.062500 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -66271.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66370.312500 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -66370.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -66510.765625 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -66510.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66678.656250 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -66678.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66751.945312 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -66751.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66781.609375 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -66781.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -66790.609375 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -66790.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -66796.960938 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -66796.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -66800.109375 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -66800.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -66801.453125 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -66801.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -66817.273438 Penalty: 3192.330566
	Iteration 16F: 3 clusters Score -66817.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66892.851562 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -66892.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66913.468750 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -66913.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66913.468750 Penalty: 3192.330566
	Iteration 19F: 3 clusters Score -66913.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284121 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 43885 members 
Mstep: Class 7 contains 43254 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53082 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39639 members 
Mstep: Class 16 contains 106589 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53870 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45794 members 
Mstep: Class 22 contains 15180 members 
Mstep: Class 23 contains 73645 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77966 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152902 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 212 members 
Mstep: Class 32 contains 412 members 
Entering Unmasked Estep 
Score: -157741920.000000 Penalty: 111509.140625
Splitting cluster 31 changes total score from -157743424.000000 to -157741920.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284121 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 43885 members 
Mstep: Class 7 contains 43254 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53082 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39639 members 
Mstep: Class 16 contains 106589 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53870 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45794 members 
Mstep: Class 22 contains 15180 members 
Mstep: Class 23 contains 73645 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77966 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152902 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743472.000000 Penalty: 108024.484375
Iteration 239Q: 32 clusters Score -1.577435e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284124 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 43885 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53084 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39638 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53871 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45793 members 
Mstep: Class 22 contains 15180 members 
Mstep: Class 23 contains 73642 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77967 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152898 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 240F: 32 clusters Score -1.577434e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284132 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 43885 members 
Mstep: Class 7 contains 43259 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53084 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39638 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53871 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45795 members 
Mstep: Class 22 contains 15180 members 
Mstep: Class 23 contains 73640 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77966 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152889 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743392.000000 Penalty: 108024.484375
Iteration 241Q: 32 clusters Score -1.577434e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19315 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284134 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 43884 members 
Mstep: Class 7 contains 43258 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53084 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39638 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53871 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45799 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73636 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77965 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152888 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743456.000000 Penalty: 108024.484375
Iteration 242Q: 32 clusters Score -1.577435e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284133 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 43884 members 
Mstep: Class 7 contains 43258 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53084 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39638 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53871 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45801 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73633 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77965 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152891 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743504.000000 Penalty: 108024.484375
Iteration 243Q: 32 clusters Score -1.577435e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284133 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 43883 members 
Mstep: Class 7 contains 43258 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53085 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39638 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45803 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73629 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77964 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152893 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743552.000000 Penalty: 108024.484375
Iteration 244Q: 32 clusters Score -1.577436e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284133 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 6 contains 43881 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53085 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39638 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45804 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73630 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77964 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152893 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743520.000000 Penalty: 108024.484375
Iteration 245Q: 32 clusters Score -1.577435e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284135 members 
Mstep: Class 5 contains 7877 members 
Mstep: Class 6 contains 43879 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53086 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39637 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45804 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73629 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77964 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152893 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743488.000000 Penalty: 108024.484375
Iteration 246Q: 32 clusters Score -1.577435e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284136 members 
Mstep: Class 5 contains 7879 members 
Mstep: Class 6 contains 43878 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53088 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39636 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45804 members 
Mstep: Class 22 contains 15180 members 
Mstep: Class 23 contains 73626 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77964 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152893 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743504.000000 Penalty: 108024.484375
Iteration 247Q: 32 clusters Score -1.577435e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284139 members 
Mstep: Class 5 contains 7879 members 
Mstep: Class 6 contains 43877 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53090 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39636 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45806 members 
Mstep: Class 22 contains 15180 members 
Mstep: Class 23 contains 73621 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77964 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152892 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743488.000000 Penalty: 108024.484375
Iteration 248Q: 32 clusters Score -1.577435e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284141 members 
Mstep: Class 5 contains 7879 members 
Mstep: Class 6 contains 43876 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53093 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39636 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45809 members 
Mstep: Class 22 contains 15179 members 
Mstep: Class 23 contains 73615 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77964 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152892 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743536.000000 Penalty: 108024.484375
Iteration 249Q: 32 clusters Score -1.577435e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 284138 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 43875 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39635 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 22 contains 15178 members 
Mstep: Class 23 contains 73613 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77964 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152893 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743520.000000 Penalty: 108024.484375
Iteration 250Q: 32 clusters Score -1.577435e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16250 members 
Mstep: Class 4 contains 284142 members 
Mstep: Class 5 contains 7884 members 
Mstep: Class 6 contains 43870 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53093 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39634 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45815 members 
Mstep: Class 22 contains 15178 members 
Mstep: Class 23 contains 73611 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77964 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152892 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743488.000000 Penalty: 108024.484375
Iteration 251Q: 32 clusters Score -1.577435e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284145 members 
Mstep: Class 5 contains 7885 members 
Mstep: Class 6 contains 43865 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39630 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45818 members 
Mstep: Class 22 contains 15178 members 
Mstep: Class 23 contains 73611 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77964 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152892 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743472.000000 Penalty: 108024.484375
Iteration 252Q: 32 clusters Score -1.577435e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284152 members 
Mstep: Class 5 contains 7885 members 
Mstep: Class 6 contains 43860 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53095 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39630 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45818 members 
Mstep: Class 22 contains 15178 members 
Mstep: Class 23 contains 73609 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77963 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152892 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743472.000000 Penalty: 108024.484375
Iteration 253Q: 32 clusters Score -1.577435e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284154 members 
Mstep: Class 5 contains 7886 members 
Mstep: Class 6 contains 43859 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12819 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39630 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45818 members 
Mstep: Class 22 contains 15178 members 
Mstep: Class 23 contains 73609 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77963 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152890 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743472.000000 Penalty: 108024.484375
Iteration 254Q: 32 clusters Score -1.577435e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284157 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39630 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45819 members 
Mstep: Class 22 contains 15178 members 
Mstep: Class 23 contains 73609 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77963 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152887 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743488.000000 Penalty: 108024.484375
Iteration 255Q: 32 clusters Score -1.577435e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284158 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39630 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45818 members 
Mstep: Class 22 contains 15179 members 
Mstep: Class 23 contains 73609 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77961 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152888 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743472.000000 Penalty: 108024.484375
Iteration 256Q: 32 clusters Score -1.577435e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284158 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45820 members 
Mstep: Class 22 contains 15180 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152888 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 257Q: 32 clusters Score -1.577434e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284158 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45820 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152887 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 258Q: 32 clusters Score -1.577434e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284159 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45821 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152885 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 259Q: 32 clusters Score -1.577434e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284159 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45821 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152885 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 260F: 32 clusters Score -1.577434e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284161 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45821 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152883 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 261Q: 32 clusters Score -1.577434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284161 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45822 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152882 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743376.000000 Penalty: 108024.484375
Iteration 262Q: 32 clusters Score -1.577434e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284162 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45823 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152880 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743392.000000 Penalty: 108024.484375
Iteration 263Q: 32 clusters Score -1.577434e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284165 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45823 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152877 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743376.000000 Penalty: 108024.484375
Iteration 264Q: 32 clusters Score -1.577434e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284163 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45823 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152879 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 265Q: 32 clusters Score -1.577434e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284163 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45824 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152878 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 266Q: 32 clusters Score -1.577434e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284165 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45824 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152876 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743376.000000 Penalty: 108024.484375
Iteration 267Q: 32 clusters Score -1.577434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284166 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45824 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152875 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743376.000000 Penalty: 108024.484375
Iteration 268Q: 32 clusters Score -1.577434e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284170 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45824 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152871 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743392.000000 Penalty: 108024.484375
Iteration 269Q: 32 clusters Score -1.577434e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284172 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 43258 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45825 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77960 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152866 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743328.000000 Penalty: 108024.484375
Iteration 270Q: 32 clusters Score -1.577433e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284177 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43856 members 
Mstep: Class 7 contains 43258 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39628 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45826 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77959 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152864 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743376.000000 Penalty: 108024.484375
Iteration 271Q: 32 clusters Score -1.577434e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284181 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43854 members 
Mstep: Class 7 contains 43258 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45827 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77957 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152862 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 272Q: 32 clusters Score -1.577434e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284184 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43855 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39628 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45827 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77958 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152859 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743376.000000 Penalty: 108024.484375
Iteration 273Q: 32 clusters Score -1.577434e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284188 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43855 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53095 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39628 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45827 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77958 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152854 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743376.000000 Penalty: 108024.484375
Iteration 274Q: 32 clusters Score -1.577434e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284190 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43855 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53096 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39628 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77958 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152850 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743344.000000 Penalty: 108024.484375
Iteration 275Q: 32 clusters Score -1.577433e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284194 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43854 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39628 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77958 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152846 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 276Q: 32 clusters Score -1.577434e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284198 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43854 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39628 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77958 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152842 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 277Q: 32 clusters Score -1.577434e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284197 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43854 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39628 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77958 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152843 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 278Q: 32 clusters Score -1.577434e+08 nChanged 3
Entering ConstructFrom: 
Score: -157743408.000000 Penalty: 108024.484375
Entering ConstructFrom: 
Trying to split cluster 1 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -508124.468750 Penalty: 2091.369385
	Iteration 0F: 2 clusters Score -508124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -503952.687500 Penalty: 4182.738770
	Iteration 0F: 3 clusters Score -503952.7 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -505307.656250 Penalty: 4182.738770
	Iteration 1F: 3 clusters Score -505307.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -506043.156250 Penalty: 4182.738770
	Iteration 2F: 3 clusters Score -506043.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -506682.718750 Penalty: 4182.738770
	Iteration 3F: 3 clusters Score -506682.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -507096.906250 Penalty: 4182.738770
	Iteration 4F: 3 clusters Score -507096.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -507411.531250 Penalty: 4182.738770
	Iteration 5F: 3 clusters Score -507411.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -507654.125000 Penalty: 4182.738770
	Iteration 6Q: 3 clusters Score -507654.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -507811.718750 Penalty: 4182.738770
	Iteration 7Q: 3 clusters Score -507811.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -507885.968750 Penalty: 4182.738770
	Iteration 8Q: 3 clusters Score -507886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -507911.656250 Penalty: 4182.738770
	Iteration 9Q: 3 clusters Score -507911.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -507934.125000 Penalty: 4182.738770
	Iteration 10Q: 3 clusters Score -507934.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -507950.906250 Penalty: 4182.738770
	Iteration 11Q: 3 clusters Score -507950.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -507969.875000 Penalty: 4182.738770
	Iteration 12Q: 3 clusters Score -507969.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -508003.781250 Penalty: 4182.738770
	Iteration 13Q: 3 clusters Score -508003.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -508049.843750 Penalty: 4182.738770
	Iteration 14Q: 3 clusters Score -508049.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -508076.250000 Penalty: 4182.738770
	Iteration 15Q: 3 clusters Score -508076.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -508088.281250 Penalty: 4182.738770
	Iteration 16Q: 3 clusters Score -508088.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -508102.250000 Penalty: 4182.738770
	Iteration 17Q: 3 clusters Score -508102.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -508114.718750 Penalty: 4182.738770
	Iteration 18Q: 3 clusters Score -508114.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -508115.687500 Penalty: 4182.738770
	Iteration 19Q: 3 clusters Score -508115.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -508117.906250 Penalty: 4182.738770
	Iteration 20F: 3 clusters Score -508117.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -508118.000000 Penalty: 4182.738770
	Iteration 21Q: 3 clusters Score -508118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -508118.812500 Penalty: 4182.738770
	Iteration 22Q: 3 clusters Score -508118.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -508118.812500 Penalty: 4182.738770
	Iteration 23F: 3 clusters Score -508118.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Entering Unmasked Estep 
Score: -2471034.500000 Penalty: 2447.409180
	Iteration 0F: 2 clusters Score -2471034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2457437.250000 Penalty: 4894.818359
	Iteration 0F: 3 clusters Score -2457437 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2462133.250000 Penalty: 4894.818359
	Iteration 1F: 3 clusters Score -2462133 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2462753.750000 Penalty: 4894.818359
	Iteration 2F: 3 clusters Score -2462754 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2463499.250000 Penalty: 4894.818359
	Iteration 3F: 3 clusters Score -2463499 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2464419.750000 Penalty: 4894.818359
	Iteration 4F: 3 clusters Score -2464420 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2465320.250000 Penalty: 4894.818359
	Iteration 5F: 3 clusters Score -2465320 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2466101.500000 Penalty: 4894.818359
	Iteration 6F: 3 clusters Score -2466102 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2466739.000000 Penalty: 4894.818359
	Iteration 7F: 3 clusters Score -2466739 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2467244.000000 Penalty: 4894.818359
	Iteration 8Q: 3 clusters Score -2467244 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2467657.250000 Penalty: 4894.818359
	Iteration 9Q: 3 clusters Score -2467657 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2468037.750000 Penalty: 4894.818359
	Iteration 10Q: 3 clusters Score -2468038 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2468333.500000 Penalty: 4894.818359
	Iteration 11Q: 3 clusters Score -2468334 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2468566.250000 Penalty: 4894.818359
	Iteration 12Q: 3 clusters Score -2468566 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2468758.250000 Penalty: 4894.818359
	Iteration 13Q: 3 clusters Score -2468758 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2468901.000000 Penalty: 4894.818359
	Iteration 14Q: 3 clusters Score -2468901 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2468999.750000 Penalty: 4894.818359
	Iteration 15Q: 3 clusters Score -2469000 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2469084.250000 Penalty: 4894.818359
	Iteration 16Q: 3 clusters Score -2469084 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2469155.250000 Penalty: 4894.818359
	Iteration 17Q: 3 clusters Score -2469155 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2469199.750000 Penalty: 4894.818359
	Iteration 18Q: 3 clusters Score -2469200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2469244.250000 Penalty: 4894.818359
	Iteration 19Q: 3 clusters Score -2469244 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2469288.750000 Penalty: 4894.818359
	Iteration 20F: 3 clusters Score -2469289 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2469303.000000 Penalty: 4894.818359
	Iteration 21Q: 3 clusters Score -2469303 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2469321.500000 Penalty: 4894.818359
	Iteration 22Q: 3 clusters Score -2469322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2469341.500000 Penalty: 4894.818359
	Iteration 23Q: 3 clusters Score -2469342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2469358.750000 Penalty: 4894.818359
	Iteration 24Q: 3 clusters Score -2469359 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2469381.250000 Penalty: 4894.818359
	Iteration 25Q: 3 clusters Score -2469381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2469373.250000 Penalty: 4894.818359
	Iteration 26Q: 3 clusters Score -2469373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2469381.500000 Penalty: 4894.818359
	Iteration 27Q: 3 clusters Score -2469382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2469383.250000 Penalty: 4894.818359
	Iteration 28Q: 3 clusters Score -2469383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2469377.500000 Penalty: 4894.818359
	Iteration 29Q: 3 clusters Score -2469378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2469386.750000 Penalty: 4894.818359
	Iteration 30Q: 3 clusters Score -2469387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2469384.750000 Penalty: 4894.818359
	Iteration 31Q: 3 clusters Score -2469385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2469384.750000 Penalty: 4894.818359
	Iteration 32Q: 3 clusters Score -2469385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2469384.000000 Penalty: 4894.818359
	Iteration 33Q: 3 clusters Score -2469384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2469385.750000 Penalty: 4894.818359
	Iteration 34Q: 3 clusters Score -2469386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2469380.750000 Penalty: 4894.818359
	Iteration 35Q: 3 clusters Score -2469381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2469382.500000 Penalty: 4894.818359
	Iteration 36Q: 3 clusters Score -2469382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2469382.250000 Penalty: 4894.818359
	Iteration 37Q: 3 clusters Score -2469382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2469384.500000 Penalty: 4894.818359
	Iteration 38Q: 3 clusters Score -2469384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2469385.750000 Penalty: 4894.818359
	Iteration 39Q: 3 clusters Score -2469386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2469385.500000 Penalty: 4894.818359
	Iteration 40F: 3 clusters Score -2469386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2469387.750000 Penalty: 4894.818359
	Iteration 41Q: 3 clusters Score -2469388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2469386.000000 Penalty: 4894.818359
	Iteration 42Q: 3 clusters Score -2469386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2469386.000000 Penalty: 4894.818359
	Iteration 43F: 3 clusters Score -2469386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Entering Unmasked Estep 
Score: -1849923.250000 Penalty: 2404.585449
	Iteration 0F: 2 clusters Score -1849923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1838148.500000 Penalty: 4809.170898
	Iteration 0F: 3 clusters Score -1838148 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1842163.875000 Penalty: 4809.170898
	Iteration 1F: 3 clusters Score -1842164 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1842791.250000 Penalty: 4809.170898
	Iteration 2F: 3 clusters Score -1842791 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1843441.375000 Penalty: 4809.170898
	Iteration 3F: 3 clusters Score -1843441 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1844209.625000 Penalty: 4809.170898
	Iteration 4F: 3 clusters Score -1844210 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1845181.000000 Penalty: 4809.170898
	Iteration 5F: 3 clusters Score -1845181 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1846185.125000 Penalty: 4809.170898
	Iteration 6F: 3 clusters Score -1846185 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1846978.750000 Penalty: 4809.170898
	Iteration 7F: 3 clusters Score -1846979 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1847455.500000 Penalty: 4809.170898
	Iteration 8Q: 3 clusters Score -1847456 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1847785.625000 Penalty: 4809.170898
	Iteration 9Q: 3 clusters Score -1847786 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1847993.250000 Penalty: 4809.170898
	Iteration 10Q: 3 clusters Score -1847993 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1848136.125000 Penalty: 4809.170898
	Iteration 11Q: 3 clusters Score -1848136 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1848246.875000 Penalty: 4809.170898
	Iteration 12Q: 3 clusters Score -1848247 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1848322.375000 Penalty: 4809.170898
	Iteration 13Q: 3 clusters Score -1848322 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1848399.375000 Penalty: 4809.170898
	Iteration 14Q: 3 clusters Score -1848399 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1848456.875000 Penalty: 4809.170898
	Iteration 15Q: 3 clusters Score -1848457 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1848509.375000 Penalty: 4809.170898
	Iteration 16Q: 3 clusters Score -1848509 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1848558.000000 Penalty: 4809.170898
	Iteration 17Q: 3 clusters Score -1848558 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1848599.125000 Penalty: 4809.170898
	Iteration 18Q: 3 clusters Score -1848599 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1848651.250000 Penalty: 4809.170898
	Iteration 19Q: 3 clusters Score -1848651 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1848696.125000 Penalty: 4809.170898
	Iteration 20F: 3 clusters Score -1848696 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1848760.750000 Penalty: 4809.170898
	Iteration 21Q: 3 clusters Score -1848761 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1848850.125000 Penalty: 4809.170898
	Iteration 22Q: 3 clusters Score -1848850 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1848973.250000 Penalty: 4809.170898
	Iteration 23Q: 3 clusters Score -1848973 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1849092.375000 Penalty: 4809.170898
	Iteration 24Q: 3 clusters Score -1849092 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1849152.125000 Penalty: 4809.170898
	Iteration 25Q: 3 clusters Score -1849152 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1849187.000000 Penalty: 4809.170898
	Iteration 26Q: 3 clusters Score -1849187 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1849208.375000 Penalty: 4809.170898
	Iteration 27Q: 3 clusters Score -1849208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1849228.500000 Penalty: 4809.170898
	Iteration 28Q: 3 clusters Score -1849228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1849249.250000 Penalty: 4809.170898
	Iteration 29Q: 3 clusters Score -1849249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1849262.000000 Penalty: 4809.170898
	Iteration 30Q: 3 clusters Score -1849262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1849272.750000 Penalty: 4809.170898
	Iteration 31Q: 3 clusters Score -1849273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1849274.000000 Penalty: 4809.170898
	Iteration 32Q: 3 clusters Score -1849274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1849277.125000 Penalty: 4809.170898
	Iteration 33Q: 3 clusters Score -1849277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1849282.125000 Penalty: 4809.170898
	Iteration 34Q: 3 clusters Score -1849282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1849285.250000 Penalty: 4809.170898
	Iteration 35Q: 3 clusters Score -1849285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1849285.125000 Penalty: 4809.170898
	Iteration 36Q: 3 clusters Score -1849285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1849284.750000 Penalty: 4809.170898
	Iteration 37Q: 3 clusters Score -1849285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1849291.375000 Penalty: 4809.170898
	Iteration 38Q: 3 clusters Score -1849291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1849293.250000 Penalty: 4809.170898
	Iteration 39Q: 3 clusters Score -1849293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1849290.250000 Penalty: 4809.170898
	Iteration 40F: 3 clusters Score -1849290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1849293.625000 Penalty: 4809.170898
	Iteration 41Q: 3 clusters Score -1849294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1849300.375000 Penalty: 4809.170898
	Iteration 42Q: 3 clusters Score -1849300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1849303.125000 Penalty: 4809.170898
	Iteration 43Q: 3 clusters Score -1849303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1849305.500000 Penalty: 4809.170898
	Iteration 44Q: 3 clusters Score -1849306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1849307.000000 Penalty: 4809.170898
	Iteration 45Q: 3 clusters Score -1849307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1849310.750000 Penalty: 4809.170898
	Iteration 46Q: 3 clusters Score -1849311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1849311.375000 Penalty: 4809.170898
	Iteration 47Q: 3 clusters Score -1849311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1849313.875000 Penalty: 4809.170898
	Iteration 48Q: 3 clusters Score -1849314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1849313.875000 Penalty: 4809.170898
	Iteration 49F: 3 clusters Score -1849314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (284198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284198 members 
Entering Unmasked Estep 
Score: -36662132.000000 Penalty: 3114.241699
	Iteration 0F: 2 clusters Score -3.666213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142311 members 
Mstep: Class 2 contains 141887 members 
Entering Unmasked Estep 
Score: -36490276.000000 Penalty: 6228.483398
	Iteration 0F: 3 clusters Score -3.649028e+07 nChanged 137419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143928 members 
Mstep: Class 2 contains 140270 members 
Entering Unmasked Estep 
Score: -36572708.000000 Penalty: 6228.483398
	Iteration 1F: 3 clusters Score -3.657271e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144558 members 
Mstep: Class 2 contains 139640 members 
Entering Unmasked Estep 
Score: -36574164.000000 Penalty: 6228.483398
	Iteration 2Q: 3 clusters Score -3.657416e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145535 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -36575716.000000 Penalty: 6228.483398
	Iteration 3Q: 3 clusters Score -3.657572e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146831 members 
Mstep: Class 2 contains 137367 members 
Entering Unmasked Estep 
Score: -36577580.000000 Penalty: 6228.483398
	Iteration 4Q: 3 clusters Score -3.657758e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148891 members 
Mstep: Class 2 contains 135307 members 
Entering Unmasked Estep 
Score: -36580240.000000 Penalty: 6228.483398
	Iteration 5Q: 3 clusters Score -3.658024e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152069 members 
Mstep: Class 2 contains 132129 members 
Entering Unmasked Estep 
Score: -36583952.000000 Penalty: 6228.483398
	Iteration 6Q: 3 clusters Score -3.658395e+07 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156718 members 
Mstep: Class 2 contains 127480 members 
Entering Unmasked Estep 
Score: -36589532.000000 Penalty: 6228.483398
	Iteration 7Q: 3 clusters Score -3.658953e+07 nChanged 14242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162772 members 
Mstep: Class 2 contains 121426 members 
Entering Unmasked Estep 
Score: -36597508.000000 Penalty: 6228.483398
	Iteration 8F: 3 clusters Score -3.659751e+07 nChanged 16416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169662 members 
Mstep: Class 2 contains 114536 members 
Entering Unmasked Estep 
Score: -36608560.000000 Penalty: 6228.483398
	Iteration 9F: 3 clusters Score -3.660856e+07 nChanged 17240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -36620088.000000 Penalty: 6228.483398
	Iteration 10F: 3 clusters Score -3.662009e+07 nChanged 15184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179766 members 
Mstep: Class 2 contains 104432 members 
Entering Unmasked Estep 
Score: -36627564.000000 Penalty: 6228.483398
	Iteration 11F: 3 clusters Score -3.662756e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182331 members 
Mstep: Class 2 contains 101867 members 
Entering Unmasked Estep 
Score: -36630052.000000 Penalty: 6228.483398
	Iteration 12Q: 3 clusters Score -3.663005e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184302 members 
Mstep: Class 2 contains 99896 members 
Entering Unmasked Estep 
Score: -36630808.000000 Penalty: 6228.483398
	Iteration 13Q: 3 clusters Score -3.663081e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186088 members 
Mstep: Class 2 contains 98110 members 
Entering Unmasked Estep 
Score: -36630804.000000 Penalty: 6228.483398
	Iteration 14Q: 3 clusters Score -3.66308e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187831 members 
Mstep: Class 2 contains 96367 members 
Entering Unmasked Estep 
Score: -36630876.000000 Penalty: 6228.483398
	Iteration 15Q: 3 clusters Score -3.663088e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189482 members 
Mstep: Class 2 contains 94716 members 
Entering Unmasked Estep 
Score: -36630880.000000 Penalty: 6228.483398
	Iteration 16Q: 3 clusters Score -3.663088e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191029 members 
Mstep: Class 2 contains 93169 members 
Entering Unmasked Estep 
Score: -36630892.000000 Penalty: 6228.483398
	Iteration 17Q: 3 clusters Score -3.663089e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192497 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -36630808.000000 Penalty: 6228.483398
	Iteration 18Q: 3 clusters Score -3.663081e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193945 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -36630896.000000 Penalty: 6228.483398
	Iteration 19Q: 3 clusters Score -3.66309e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195265 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -36630968.000000 Penalty: 6228.483398
	Iteration 20F: 3 clusters Score -3.663097e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196466 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -36631068.000000 Penalty: 6228.483398
	Iteration 21Q: 3 clusters Score -3.663107e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197608 members 
Mstep: Class 2 contains 86590 members 
Entering Unmasked Estep 
Score: -36631048.000000 Penalty: 6228.483398
	Iteration 22Q: 3 clusters Score -3.663105e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198744 members 
Mstep: Class 2 contains 85454 members 
Entering Unmasked Estep 
Score: -36631180.000000 Penalty: 6228.483398
	Iteration 23Q: 3 clusters Score -3.663118e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199806 members 
Mstep: Class 2 contains 84392 members 
Entering Unmasked Estep 
Score: -36631184.000000 Penalty: 6228.483398
	Iteration 24Q: 3 clusters Score -3.663118e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200769 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -36631232.000000 Penalty: 6228.483398
	Iteration 25Q: 3 clusters Score -3.663123e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201634 members 
Mstep: Class 2 contains 82564 members 
Entering Unmasked Estep 
Score: -36631208.000000 Penalty: 6228.483398
	Iteration 26Q: 3 clusters Score -3.663121e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202392 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -36631248.000000 Penalty: 6228.483398
	Iteration 27Q: 3 clusters Score -3.663125e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203084 members 
Mstep: Class 2 contains 81114 members 
Entering Unmasked Estep 
Score: -36631352.000000 Penalty: 6228.483398
	Iteration 28Q: 3 clusters Score -3.663135e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203742 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -36631312.000000 Penalty: 6228.483398
	Iteration 29Q: 3 clusters Score -3.663131e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204295 members 
Mstep: Class 2 contains 79903 members 
Entering Unmasked Estep 
Score: -36631416.000000 Penalty: 6228.483398
	Iteration 30Q: 3 clusters Score -3.663142e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204769 members 
Mstep: Class 2 contains 79429 members 
Entering Unmasked Estep 
Score: -36631368.000000 Penalty: 6228.483398
	Iteration 31Q: 3 clusters Score -3.663137e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205228 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -36631500.000000 Penalty: 6228.483398
	Iteration 32Q: 3 clusters Score -3.66315e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205591 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
Score: -36631504.000000 Penalty: 6228.483398
	Iteration 33Q: 3 clusters Score -3.66315e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205900 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -36631552.000000 Penalty: 6228.483398
	Iteration 34Q: 3 clusters Score -3.663155e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206144 members 
Mstep: Class 2 contains 78054 members 
Entering Unmasked Estep 
Score: -36631556.000000 Penalty: 6228.483398
	Iteration 35Q: 3 clusters Score -3.663156e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206282 members 
Mstep: Class 2 contains 77916 members 
Entering Unmasked Estep 
Score: -36631456.000000 Penalty: 6228.483398
	Iteration 36Q: 3 clusters Score -3.663146e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206362 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -36631456.000000 Penalty: 6228.483398
	Iteration 37Q: 3 clusters Score -3.663146e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206385 members 
Mstep: Class 2 contains 77813 members 
Entering Unmasked Estep 
Score: -36631288.000000 Penalty: 6228.483398
	Iteration 38Q: 3 clusters Score -3.663129e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206365 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -36631268.000000 Penalty: 6228.483398
	Iteration 39Q: 3 clusters Score -3.663127e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206258 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -36631236.000000 Penalty: 6228.483398
	Iteration 40F: 3 clusters Score -3.663124e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206081 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -36631240.000000 Penalty: 6228.483398
	Iteration 41Q: 3 clusters Score -3.663124e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205835 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -36631136.000000 Penalty: 6228.483398
	Iteration 42Q: 3 clusters Score -3.663114e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205510 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -36630996.000000 Penalty: 6228.483398
	Iteration 43Q: 3 clusters Score -3.6631e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205145 members 
Mstep: Class 2 contains 79053 members 
Entering Unmasked Estep 
Score: -36630808.000000 Penalty: 6228.483398
	Iteration 44Q: 3 clusters Score -3.663081e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204748 members 
Mstep: Class 2 contains 79450 members 
Entering Unmasked Estep 
Score: -36630772.000000 Penalty: 6228.483398
	Iteration 45Q: 3 clusters Score -3.663077e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204347 members 
Mstep: Class 2 contains 79851 members 
Entering Unmasked Estep 
Score: -36630612.000000 Penalty: 6228.483398
	Iteration 46Q: 3 clusters Score -3.663061e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203945 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -36630652.000000 Penalty: 6228.483398
	Iteration 47Q: 3 clusters Score -3.663065e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203525 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -36630608.000000 Penalty: 6228.483398
	Iteration 48Q: 3 clusters Score -3.663061e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203038 members 
Mstep: Class 2 contains 81160 members 
Entering Unmasked Estep 
Score: -36630448.000000 Penalty: 6228.483398
	Iteration 49Q: 3 clusters Score -3.663045e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202489 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -36630268.000000 Penalty: 6228.483398
	Iteration 50Q: 3 clusters Score -3.663027e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201858 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -36629992.000000 Penalty: 6228.483398
	Iteration 51Q: 3 clusters Score -3.662999e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201201 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -36629788.000000 Penalty: 6228.483398
	Iteration 52Q: 3 clusters Score -3.662979e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200502 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -36629772.000000 Penalty: 6228.483398
	Iteration 53Q: 3 clusters Score -3.662977e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199736 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -36629656.000000 Penalty: 6228.483398
	Iteration 54Q: 3 clusters Score -3.662966e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198902 members 
Mstep: Class 2 contains 85296 members 
Entering Unmasked Estep 
Score: -36629520.000000 Penalty: 6228.483398
	Iteration 55Q: 3 clusters Score -3.662952e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197986 members 
Mstep: Class 2 contains 86212 members 
Entering Unmasked Estep 
Score: -36629296.000000 Penalty: 6228.483398
	Iteration 56Q: 3 clusters Score -3.66293e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197063 members 
Mstep: Class 2 contains 87135 members 
Entering Unmasked Estep 
Score: -36629344.000000 Penalty: 6228.483398
	Iteration 57Q: 3 clusters Score -3.662934e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196105 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -36629164.000000 Penalty: 6228.483398
	Iteration 58Q: 3 clusters Score -3.662916e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195083 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -36629016.000000 Penalty: 6228.483398
	Iteration 59Q: 3 clusters Score -3.662902e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194001 members 
Mstep: Class 2 contains 90197 members 
Entering Unmasked Estep 
Score: -36628968.000000 Penalty: 6228.483398
	Iteration 60F: 3 clusters Score -3.662897e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192932 members 
Mstep: Class 2 contains 91266 members 
Entering Unmasked Estep 
Score: -36628908.000000 Penalty: 6228.483398
	Iteration 61Q: 3 clusters Score -3.662891e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191830 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -36628948.000000 Penalty: 6228.483398
	Iteration 62Q: 3 clusters Score -3.662895e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190781 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -36628712.000000 Penalty: 6228.483398
	Iteration 63Q: 3 clusters Score -3.662871e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189726 members 
Mstep: Class 2 contains 94472 members 
Entering Unmasked Estep 
Score: -36628560.000000 Penalty: 6228.483398
	Iteration 64Q: 3 clusters Score -3.662856e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188672 members 
Mstep: Class 2 contains 95526 members 
Entering Unmasked Estep 
Score: -36628584.000000 Penalty: 6228.483398
	Iteration 65Q: 3 clusters Score -3.662858e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187534 members 
Mstep: Class 2 contains 96664 members 
Entering Unmasked Estep 
Score: -36628512.000000 Penalty: 6228.483398
	Iteration 66Q: 3 clusters Score -3.662851e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186343 members 
Mstep: Class 2 contains 97855 members 
Entering Unmasked Estep 
Score: -36628472.000000 Penalty: 6228.483398
	Iteration 67Q: 3 clusters Score -3.662847e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185127 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -36628492.000000 Penalty: 6228.483398
	Iteration 68Q: 3 clusters Score -3.662849e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183836 members 
Mstep: Class 2 contains 100362 members 
Entering Unmasked Estep 
Score: -36628480.000000 Penalty: 6228.483398
	Iteration 69Q: 3 clusters Score -3.662848e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182468 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -36628328.000000 Penalty: 6228.483398
	Iteration 70Q: 3 clusters Score -3.662833e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181156 members 
Mstep: Class 2 contains 103042 members 
Entering Unmasked Estep 
Score: -36628220.000000 Penalty: 6228.483398
	Iteration 71Q: 3 clusters Score -3.662822e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179948 members 
Mstep: Class 2 contains 104250 members 
Entering Unmasked Estep 
Score: -36628148.000000 Penalty: 6228.483398
	Iteration 72Q: 3 clusters Score -3.662815e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178670 members 
Mstep: Class 2 contains 105528 members 
Entering Unmasked Estep 
Score: -36628132.000000 Penalty: 6228.483398
	Iteration 73Q: 3 clusters Score -3.662813e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177382 members 
Mstep: Class 2 contains 106816 members 
Entering Unmasked Estep 
Score: -36628024.000000 Penalty: 6228.483398
	Iteration 74Q: 3 clusters Score -3.662802e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176084 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -36628124.000000 Penalty: 6228.483398
	Iteration 75Q: 3 clusters Score -3.662812e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 109425 members 
Entering Unmasked Estep 
Score: -36628104.000000 Penalty: 6228.483398
	Iteration 76Q: 3 clusters Score -3.66281e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173445 members 
Mstep: Class 2 contains 110753 members 
Entering Unmasked Estep 
Score: -36628092.000000 Penalty: 6228.483398
	Iteration 77Q: 3 clusters Score -3.662809e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172014 members 
Mstep: Class 2 contains 112184 members 
Entering Unmasked Estep 
Score: -36628168.000000 Penalty: 6228.483398
	Iteration 78Q: 3 clusters Score -3.662817e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170619 members 
Mstep: Class 2 contains 113579 members 
Entering Unmasked Estep 
Score: -36628060.000000 Penalty: 6228.483398
	Iteration 79Q: 3 clusters Score -3.662806e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169095 members 
Mstep: Class 2 contains 115103 members 
Entering Unmasked Estep 
Score: -36628040.000000 Penalty: 6228.483398
	Iteration 80F: 3 clusters Score -3.662804e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167519 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
Score: -36628040.000000 Penalty: 6228.483398
	Iteration 81Q: 3 clusters Score -3.662804e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165886 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -36628000.000000 Penalty: 6228.483398
	Iteration 82Q: 3 clusters Score -3.6628e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164341 members 
Mstep: Class 2 contains 119857 members 
Entering Unmasked Estep 
Score: -36628036.000000 Penalty: 6228.483398
	Iteration 83Q: 3 clusters Score -3.662804e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 121491 members 
Entering Unmasked Estep 
Score: -36627916.000000 Penalty: 6228.483398
	Iteration 84Q: 3 clusters Score -3.662792e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161106 members 
Mstep: Class 2 contains 123092 members 
Entering Unmasked Estep 
Score: -36627892.000000 Penalty: 6228.483398
	Iteration 85Q: 3 clusters Score -3.662789e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159497 members 
Mstep: Class 2 contains 124701 members 
Entering Unmasked Estep 
Score: -36628116.000000 Penalty: 6228.483398
	Iteration 86Q: 3 clusters Score -3.662812e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157885 members 
Mstep: Class 2 contains 126313 members 
Entering Unmasked Estep 
Score: -36628152.000000 Penalty: 6228.483398
	Iteration 87Q: 3 clusters Score -3.662815e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 127891 members 
Entering Unmasked Estep 
Score: -36628236.000000 Penalty: 6228.483398
	Iteration 88Q: 3 clusters Score -3.662824e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154717 members 
Mstep: Class 2 contains 129481 members 
Entering Unmasked Estep 
Score: -36628388.000000 Penalty: 6228.483398
	Iteration 89Q: 3 clusters Score -3.662839e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153200 members 
Mstep: Class 2 contains 130998 members 
Entering Unmasked Estep 
Score: -36628472.000000 Penalty: 6228.483398
	Iteration 90Q: 3 clusters Score -3.662847e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151788 members 
Mstep: Class 2 contains 132410 members 
Entering Unmasked Estep 
Score: -36628384.000000 Penalty: 6228.483398
	Iteration 91Q: 3 clusters Score -3.662838e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150537 members 
Mstep: Class 2 contains 133661 members 
Entering Unmasked Estep 
Score: -36628484.000000 Penalty: 6228.483398
	Iteration 92Q: 3 clusters Score -3.662848e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149323 members 
Mstep: Class 2 contains 134875 members 
Entering Unmasked Estep 
Score: -36628520.000000 Penalty: 6228.483398
	Iteration 93Q: 3 clusters Score -3.662852e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148152 members 
Mstep: Class 2 contains 136046 members 
Entering Unmasked Estep 
Score: -36628528.000000 Penalty: 6228.483398
	Iteration 94Q: 3 clusters Score -3.662853e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147033 members 
Mstep: Class 2 contains 137165 members 
Entering Unmasked Estep 
Score: -36628500.000000 Penalty: 6228.483398
	Iteration 95Q: 3 clusters Score -3.66285e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145903 members 
Mstep: Class 2 contains 138295 members 
Entering Unmasked Estep 
Score: -36628716.000000 Penalty: 6228.483398
	Iteration 96Q: 3 clusters Score -3.662872e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144850 members 
Mstep: Class 2 contains 139348 members 
Entering Unmasked Estep 
Score: -36628736.000000 Penalty: 6228.483398
	Iteration 97Q: 3 clusters Score -3.662874e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143733 members 
Mstep: Class 2 contains 140465 members 
Entering Unmasked Estep 
Score: -36628836.000000 Penalty: 6228.483398
	Iteration 98Q: 3 clusters Score -3.662884e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142566 members 
Mstep: Class 2 contains 141632 members 
Entering Unmasked Estep 
Score: -36629036.000000 Penalty: 6228.483398
	Iteration 99Q: 3 clusters Score -3.662904e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141360 members 
Mstep: Class 2 contains 142838 members 
Entering Unmasked Estep 
Score: -36629072.000000 Penalty: 6228.483398
	Iteration 100F: 3 clusters Score -3.662907e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140065 members 
Mstep: Class 2 contains 144133 members 
Entering Unmasked Estep 
Score: -36629400.000000 Penalty: 6228.483398
	Iteration 101Q: 3 clusters Score -3.66294e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138666 members 
Mstep: Class 2 contains 145532 members 
Entering Unmasked Estep 
Score: -36629616.000000 Penalty: 6228.483398
	Iteration 102Q: 3 clusters Score -3.662962e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137110 members 
Mstep: Class 2 contains 147088 members 
Entering Unmasked Estep 
Score: -36629652.000000 Penalty: 6228.483398
	Iteration 103Q: 3 clusters Score -3.662965e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135213 members 
Mstep: Class 2 contains 148985 members 
Entering Unmasked Estep 
Score: -36629788.000000 Penalty: 6228.483398
	Iteration 104Q: 3 clusters Score -3.662979e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133037 members 
Mstep: Class 2 contains 151161 members 
Entering Unmasked Estep 
Score: -36629952.000000 Penalty: 6228.483398
	Iteration 105Q: 3 clusters Score -3.662995e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130618 members 
Mstep: Class 2 contains 153580 members 
Entering Unmasked Estep 
Score: -36630272.000000 Penalty: 6228.483398
	Iteration 106Q: 3 clusters Score -3.663027e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127800 members 
Mstep: Class 2 contains 156398 members 
Entering Unmasked Estep 
Score: -36630528.000000 Penalty: 6228.483398
	Iteration 107Q: 3 clusters Score -3.663053e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124573 members 
Mstep: Class 2 contains 159625 members 
Entering Unmasked Estep 
Score: -36630856.000000 Penalty: 6228.483398
	Iteration 108Q: 3 clusters Score -3.663086e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120907 members 
Mstep: Class 2 contains 163291 members 
Entering Unmasked Estep 
Score: -36631080.000000 Penalty: 6228.483398
	Iteration 109Q: 3 clusters Score -3.663108e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116808 members 
Mstep: Class 2 contains 167390 members 
Entering Unmasked Estep 
Score: -36631376.000000 Penalty: 6228.483398
	Iteration 110Q: 3 clusters Score -3.663138e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112045 members 
Mstep: Class 2 contains 172153 members 
Entering Unmasked Estep 
Score: -36632016.000000 Penalty: 6228.483398
	Iteration 111Q: 3 clusters Score -3.663202e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 177602 members 
Entering Unmasked Estep 
Score: -36632608.000000 Penalty: 6228.483398
	Iteration 112Q: 3 clusters Score -3.663261e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100531 members 
Mstep: Class 2 contains 183667 members 
Entering Unmasked Estep 
Score: -36633388.000000 Penalty: 6228.483398
	Iteration 113Q: 3 clusters Score -3.663339e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 190109 members 
Entering Unmasked Estep 
Score: -36634472.000000 Penalty: 6228.483398
	Iteration 114Q: 3 clusters Score -3.663447e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 196829 members 
Entering Unmasked Estep 
Score: -36635640.000000 Penalty: 6228.483398
	Iteration 115Q: 3 clusters Score -3.663564e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 203368 members 
Entering Unmasked Estep 
Score: -36637532.000000 Penalty: 6228.483398
	Iteration 116Q: 3 clusters Score -3.663753e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 209737 members 
Entering Unmasked Estep 
Score: -36639412.000000 Penalty: 6228.483398
	Iteration 117Q: 3 clusters Score -3.663941e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68224 members 
Mstep: Class 2 contains 215974 members 
Entering Unmasked Estep 
Score: -36641688.000000 Penalty: 6228.483398
	Iteration 118Q: 3 clusters Score -3.664169e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 222155 members 
Entering Unmasked Estep 
Score: -36643916.000000 Penalty: 6228.483398
	Iteration 119Q: 3 clusters Score -3.664392e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 228031 members 
Entering Unmasked Estep 
Score: -36646412.000000 Penalty: 6228.483398
	Iteration 120F: 3 clusters Score -3.664641e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 234583 members 
Entering Unmasked Estep 
Score: -36648776.000000 Penalty: 6228.483398
	Iteration 121Q: 3 clusters Score -3.664878e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 240568 members 
Entering Unmasked Estep 
Score: -36650576.000000 Penalty: 6228.483398
	Iteration 122Q: 3 clusters Score -3.665058e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 245856 members 
Entering Unmasked Estep 
Score: -36652076.000000 Penalty: 6228.483398
	Iteration 123Q: 3 clusters Score -3.665208e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 250672 members 
Entering Unmasked Estep 
Score: -36653204.000000 Penalty: 6228.483398
	Iteration 124Q: 3 clusters Score -3.66532e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 254825 members 
Entering Unmasked Estep 
Score: -36654132.000000 Penalty: 6228.483398
	Iteration 125Q: 3 clusters Score -3.665413e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 258490 members 
Entering Unmasked Estep 
Score: -36654904.000000 Penalty: 6228.483398
	Iteration 126Q: 3 clusters Score -3.66549e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 261587 members 
Entering Unmasked Estep 
Score: -36655636.000000 Penalty: 6228.483398
	Iteration 127Q: 3 clusters Score -3.665564e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 264262 members 
Entering Unmasked Estep 
Score: -36656192.000000 Penalty: 6228.483398
	Iteration 128Q: 3 clusters Score -3.665619e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 266662 members 
Entering Unmasked Estep 
Score: -36656716.000000 Penalty: 6228.483398
	Iteration 129Q: 3 clusters Score -3.665672e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 268746 members 
Entering Unmasked Estep 
Score: -36656772.000000 Penalty: 6228.483398
	Iteration 130Q: 3 clusters Score -3.665677e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 270585 members 
Entering Unmasked Estep 
Score: -36657048.000000 Penalty: 6228.483398
	Iteration 131Q: 3 clusters Score -3.665705e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 272257 members 
Entering Unmasked Estep 
Score: -36657284.000000 Penalty: 6228.483398
	Iteration 132Q: 3 clusters Score -3.665728e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 273782 members 
Entering Unmasked Estep 
Score: -36657524.000000 Penalty: 6228.483398
	Iteration 133Q: 3 clusters Score -3.665752e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 275142 members 
Entering Unmasked Estep 
Score: -36657872.000000 Penalty: 6228.483398
	Iteration 134Q: 3 clusters Score -3.665787e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 276361 members 
Entering Unmasked Estep 
Score: -36658124.000000 Penalty: 6228.483398
	Iteration 135Q: 3 clusters Score -3.665812e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 277434 members 
Entering Unmasked Estep 
Score: -36658204.000000 Penalty: 6228.483398
	Iteration 136Q: 3 clusters Score -3.66582e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 278360 members 
Entering Unmasked Estep 
Score: -36658396.000000 Penalty: 6228.483398
	Iteration 137Q: 3 clusters Score -3.66584e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 279197 members 
Entering Unmasked Estep 
Score: -36658560.000000 Penalty: 6228.483398
	Iteration 138Q: 3 clusters Score -3.665856e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 279945 members 
Entering Unmasked Estep 
Score: -36658680.000000 Penalty: 6228.483398
	Iteration 139Q: 3 clusters Score -3.665868e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 280628 members 
Entering Unmasked Estep 
Score: -36658680.000000 Penalty: 6228.483398
	Iteration 140F: 3 clusters Score -3.665868e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 281232 members 
Entering Unmasked Estep 
Score: -36658868.000000 Penalty: 6228.483398
	Iteration 141Q: 3 clusters Score -3.665887e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 281721 members 
Entering Unmasked Estep 
Score: -36659036.000000 Penalty: 6228.483398
	Iteration 142Q: 3 clusters Score -3.665904e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 282120 members 
Entering Unmasked Estep 
Score: -36659136.000000 Penalty: 6228.483398
	Iteration 143Q: 3 clusters Score -3.665914e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 282454 members 
Entering Unmasked Estep 
Score: -36659180.000000 Penalty: 6228.483398
	Iteration 144Q: 3 clusters Score -3.665918e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 282701 members 
Entering Unmasked Estep 
Score: -36659216.000000 Penalty: 6228.483398
	Iteration 145Q: 3 clusters Score -3.665922e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 282883 members 
Entering Unmasked Estep 
Score: -36659296.000000 Penalty: 6228.483398
	Iteration 146Q: 3 clusters Score -3.66593e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 283030 members 
Entering Unmasked Estep 
Score: -36659408.000000 Penalty: 6228.483398
	Iteration 147Q: 3 clusters Score -3.665941e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 283132 members 
Entering Unmasked Estep 
Score: -36659368.000000 Penalty: 6228.483398
	Iteration 148Q: 3 clusters Score -3.665937e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 283205 members 
Entering Unmasked Estep 
Score: -36659440.000000 Penalty: 6228.483398
	Iteration 149Q: 3 clusters Score -3.665944e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 283260 members 
Entering Unmasked Estep 
Score: -36659436.000000 Penalty: 6228.483398
	Iteration 150Q: 3 clusters Score -3.665944e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 283315 members 
Entering Unmasked Estep 
Score: -36659472.000000 Penalty: 6228.483398
	Iteration 151Q: 3 clusters Score -3.665947e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 283364 members 
Entering Unmasked Estep 
Score: -36659456.000000 Penalty: 6228.483398
	Iteration 152Q: 3 clusters Score -3.665946e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 283393 members 
Entering Unmasked Estep 
Score: -36659496.000000 Penalty: 6228.483398
	Iteration 153Q: 3 clusters Score -3.66595e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 283420 members 
Entering Unmasked Estep 
Score: -36659476.000000 Penalty: 6228.483398
	Iteration 154Q: 3 clusters Score -3.665948e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 283446 members 
Entering Unmasked Estep 
Score: -36659496.000000 Penalty: 6228.483398
	Iteration 155Q: 3 clusters Score -3.66595e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 283472 members 
Entering Unmasked Estep 
Score: -36659540.000000 Penalty: 6228.483398
	Iteration 156Q: 3 clusters Score -3.665954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 283483 members 
Entering Unmasked Estep 
Score: -36659564.000000 Penalty: 6228.483398
	Iteration 157Q: 3 clusters Score -3.665956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 283504 members 
Entering Unmasked Estep 
Score: -36659568.000000 Penalty: 6228.483398
	Iteration 158Q: 3 clusters Score -3.665957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 283510 members 
Entering Unmasked Estep 
Score: -36659552.000000 Penalty: 6228.483398
	Iteration 159Q: 3 clusters Score -3.665955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 283520 members 
Entering Unmasked Estep 
Score: -36659596.000000 Penalty: 6228.483398
	Iteration 160F: 3 clusters Score -3.66596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 283526 members 
Entering Unmasked Estep 
Score: -36659604.000000 Penalty: 6228.483398
	Iteration 161Q: 3 clusters Score -3.66596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 283528 members 
Entering Unmasked Estep 
Score: -36659604.000000 Penalty: 6228.483398
	Iteration 162Q: 3 clusters Score -3.66596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 283530 members 
Entering Unmasked Estep 
Score: -36659596.000000 Penalty: 6228.483398
	Iteration 163Q: 3 clusters Score -3.66596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 283533 members 
Entering Unmasked Estep 
Score: -36659596.000000 Penalty: 6228.483398
	Iteration 164Q: 3 clusters Score -3.66596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 283534 members 
Entering Unmasked Estep 
Score: -36659576.000000 Penalty: 6228.483398
	Iteration 165Q: 3 clusters Score -3.665958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 283535 members 
Entering Unmasked Estep 
Score: -36659576.000000 Penalty: 6228.483398
	Iteration 166Q: 3 clusters Score -3.665958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 283536 members 
Entering Unmasked Estep 
Score: -36659568.000000 Penalty: 6228.483398
	Iteration 167Q: 3 clusters Score -3.665957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 283537 members 
Entering Unmasked Estep 
Score: -36659580.000000 Penalty: 6228.483398
	Iteration 168Q: 3 clusters Score -3.665958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 283539 members 
Entering Unmasked Estep 
Score: -36659576.000000 Penalty: 6228.483398
	Iteration 169Q: 3 clusters Score -3.665958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 283540 members 
Entering Unmasked Estep 
Score: -36659588.000000 Penalty: 6228.483398
	Iteration 170Q: 3 clusters Score -3.665959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 283542 members 
Entering Unmasked Estep 
Score: -36659576.000000 Penalty: 6228.483398
	Iteration 171Q: 3 clusters Score -3.665958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 283544 members 
Entering Unmasked Estep 
Score: -36659572.000000 Penalty: 6228.483398
	Iteration 172Q: 3 clusters Score -3.665957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 283544 members 
Entering Unmasked Estep 
Score: -36659572.000000 Penalty: 6228.483398
	Iteration 173F: 3 clusters Score -3.665957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Entering Unmasked Estep 
Score: -951088.875000 Penalty: 2225.328369
	Iteration 0F: 2 clusters Score -951088.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -944709.500000 Penalty: 4450.656738
	Iteration 0F: 3 clusters Score -944709.5 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -946490.250000 Penalty: 4450.656738
	Iteration 1F: 3 clusters Score -946490.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -946867.000000 Penalty: 4450.656738
	Iteration 2F: 3 clusters Score -946867 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -947231.312500 Penalty: 4450.656738
	Iteration 3F: 3 clusters Score -947231.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -947589.625000 Penalty: 4450.656738
	Iteration 4F: 3 clusters Score -947589.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -947907.125000 Penalty: 4450.656738
	Iteration 5F: 3 clusters Score -947907.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -948168.250000 Penalty: 4450.656738
	Iteration 6Q: 3 clusters Score -948168.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -948353.937500 Penalty: 4450.656738
	Iteration 7Q: 3 clusters Score -948353.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -948510.875000 Penalty: 4450.656738
	Iteration 8Q: 3 clusters Score -948510.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -948632.250000 Penalty: 4450.656738
	Iteration 9Q: 3 clusters Score -948632.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -948747.812500 Penalty: 4450.656738
	Iteration 10Q: 3 clusters Score -948747.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -948834.500000 Penalty: 4450.656738
	Iteration 11Q: 3 clusters Score -948834.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -948897.562500 Penalty: 4450.656738
	Iteration 12Q: 3 clusters Score -948897.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -948945.812500 Penalty: 4450.656738
	Iteration 13Q: 3 clusters Score -948945.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -948974.687500 Penalty: 4450.656738
	Iteration 14Q: 3 clusters Score -948974.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -949000.375000 Penalty: 4450.656738
	Iteration 15Q: 3 clusters Score -949000.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -949017.125000 Penalty: 4450.656738
	Iteration 16Q: 3 clusters Score -949017.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -949031.375000 Penalty: 4450.656738
	Iteration 17Q: 3 clusters Score -949031.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -949041.812500 Penalty: 4450.656738
	Iteration 18Q: 3 clusters Score -949041.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -949054.500000 Penalty: 4450.656738
	Iteration 19Q: 3 clusters Score -949054.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -949068.062500 Penalty: 4450.656738
	Iteration 20F: 3 clusters Score -949068.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -949082.625000 Penalty: 4450.656738
	Iteration 21Q: 3 clusters Score -949082.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -949093.000000 Penalty: 4450.656738
	Iteration 22Q: 3 clusters Score -949093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -949104.562500 Penalty: 4450.656738
	Iteration 23Q: 3 clusters Score -949104.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -949114.500000 Penalty: 4450.656738
	Iteration 24Q: 3 clusters Score -949114.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -949134.500000 Penalty: 4450.656738
	Iteration 25Q: 3 clusters Score -949134.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -949144.812500 Penalty: 4450.656738
	Iteration 26Q: 3 clusters Score -949144.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -949152.500000 Penalty: 4450.656738
	Iteration 27Q: 3 clusters Score -949152.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -949159.875000 Penalty: 4450.656738
	Iteration 28Q: 3 clusters Score -949159.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -949172.125000 Penalty: 4450.656738
	Iteration 29Q: 3 clusters Score -949172.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -949181.312500 Penalty: 4450.656738
	Iteration 30Q: 3 clusters Score -949181.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -949187.687500 Penalty: 4450.656738
	Iteration 31Q: 3 clusters Score -949187.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -949195.000000 Penalty: 4450.656738
	Iteration 32Q: 3 clusters Score -949195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -949201.500000 Penalty: 4450.656738
	Iteration 33Q: 3 clusters Score -949201.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -949205.562500 Penalty: 4450.656738
	Iteration 34Q: 3 clusters Score -949205.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -949212.187500 Penalty: 4450.656738
	Iteration 35Q: 3 clusters Score -949212.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -949218.937500 Penalty: 4450.656738
	Iteration 36Q: 3 clusters Score -949218.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -949223.187500 Penalty: 4450.656738
	Iteration 37Q: 3 clusters Score -949223.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -949225.812500 Penalty: 4450.656738
	Iteration 38Q: 3 clusters Score -949225.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -949229.625000 Penalty: 4450.656738
	Iteration 39Q: 3 clusters Score -949229.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -949232.687500 Penalty: 4450.656738
	Iteration 40F: 3 clusters Score -949232.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -949236.562500 Penalty: 4450.656738
	Iteration 41Q: 3 clusters Score -949236.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -949240.250000 Penalty: 4450.656738
	Iteration 42Q: 3 clusters Score -949240.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -949242.812500 Penalty: 4450.656738
	Iteration 43Q: 3 clusters Score -949242.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -949244.687500 Penalty: 4450.656738
	Iteration 44Q: 3 clusters Score -949244.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -949246.437500 Penalty: 4450.656738
	Iteration 45Q: 3 clusters Score -949246.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -949250.937500 Penalty: 4450.656738
	Iteration 46Q: 3 clusters Score -949250.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -949253.687500 Penalty: 4450.656738
	Iteration 47Q: 3 clusters Score -949253.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -949256.312500 Penalty: 4450.656738
	Iteration 48Q: 3 clusters Score -949256.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -949260.875000 Penalty: 4450.656738
	Iteration 49Q: 3 clusters Score -949260.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -949263.062500 Penalty: 4450.656738
	Iteration 50Q: 3 clusters Score -949263.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -949265.437500 Penalty: 4450.656738
	Iteration 51Q: 3 clusters Score -949265.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -949268.812500 Penalty: 4450.656738
	Iteration 52Q: 3 clusters Score -949268.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -949270.687500 Penalty: 4450.656738
	Iteration 53Q: 3 clusters Score -949270.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -949269.937500 Penalty: 4450.656738
	Iteration 54Q: 3 clusters Score -949269.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -949270.937500 Penalty: 4450.656738
	Iteration 55Q: 3 clusters Score -949270.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -949276.812500 Penalty: 4450.656738
	Iteration 56Q: 3 clusters Score -949276.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -949277.312500 Penalty: 4450.656738
	Iteration 57Q: 3 clusters Score -949277.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -949278.937500 Penalty: 4450.656738
	Iteration 58Q: 3 clusters Score -949278.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -949279.625000 Penalty: 4450.656738
	Iteration 59Q: 3 clusters Score -949279.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -949279.937500 Penalty: 4450.656738
	Iteration 60F: 3 clusters Score -949279.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -949284.000000 Penalty: 4450.656738
	Iteration 61Q: 3 clusters Score -949284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -949284.875000 Penalty: 4450.656738
	Iteration 62Q: 3 clusters Score -949284.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -949287.500000 Penalty: 4450.656738
	Iteration 63Q: 3 clusters Score -949287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -949286.500000 Penalty: 4450.656738
	Iteration 64Q: 3 clusters Score -949286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -949289.937500 Penalty: 4450.656738
	Iteration 65Q: 3 clusters Score -949289.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -949290.750000 Penalty: 4450.656738
	Iteration 66Q: 3 clusters Score -949290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -949293.125000 Penalty: 4450.656738
	Iteration 67Q: 3 clusters Score -949293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -949294.562500 Penalty: 4450.656738
	Iteration 68Q: 3 clusters Score -949294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -949297.062500 Penalty: 4450.656738
	Iteration 69Q: 3 clusters Score -949297.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -949300.812500 Penalty: 4450.656738
	Iteration 70Q: 3 clusters Score -949300.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -949300.062500 Penalty: 4450.656738
	Iteration 71Q: 3 clusters Score -949300.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -949303.750000 Penalty: 4450.656738
	Iteration 72Q: 3 clusters Score -949303.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -949307.312500 Penalty: 4450.656738
	Iteration 73Q: 3 clusters Score -949307.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -949311.187500 Penalty: 4450.656738
	Iteration 74Q: 3 clusters Score -949311.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -949316.062500 Penalty: 4450.656738
	Iteration 75Q: 3 clusters Score -949316.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -949320.437500 Penalty: 4450.656738
	Iteration 76Q: 3 clusters Score -949320.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -949325.312500 Penalty: 4450.656738
	Iteration 77Q: 3 clusters Score -949325.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -949328.500000 Penalty: 4450.656738
	Iteration 78Q: 3 clusters Score -949328.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -949336.000000 Penalty: 4450.656738
	Iteration 79Q: 3 clusters Score -949336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -949342.125000 Penalty: 4450.656738
	Iteration 80F: 3 clusters Score -949342.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -949345.437500 Penalty: 4450.656738
	Iteration 81Q: 3 clusters Score -949345.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -949352.500000 Penalty: 4450.656738
	Iteration 82Q: 3 clusters Score -949352.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -949357.375000 Penalty: 4450.656738
	Iteration 83Q: 3 clusters Score -949357.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -949362.562500 Penalty: 4450.656738
	Iteration 84Q: 3 clusters Score -949362.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -949363.562500 Penalty: 4450.656738
	Iteration 85Q: 3 clusters Score -949363.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -949367.312500 Penalty: 4450.656738
	Iteration 86Q: 3 clusters Score -949367.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -949370.750000 Penalty: 4450.656738
	Iteration 87Q: 3 clusters Score -949370.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -949373.562500 Penalty: 4450.656738
	Iteration 88Q: 3 clusters Score -949373.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -949374.125000 Penalty: 4450.656738
	Iteration 89Q: 3 clusters Score -949374.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -949378.437500 Penalty: 4450.656738
	Iteration 90Q: 3 clusters Score -949378.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -949385.187500 Penalty: 4450.656738
	Iteration 91Q: 3 clusters Score -949385.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -949393.937500 Penalty: 4450.656738
	Iteration 92Q: 3 clusters Score -949393.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -949397.812500 Penalty: 4450.656738
	Iteration 93Q: 3 clusters Score -949397.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -949398.187500 Penalty: 4450.656738
	Iteration 94Q: 3 clusters Score -949398.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -949410.187500 Penalty: 4450.656738
	Iteration 95Q: 3 clusters Score -949410.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -949416.625000 Penalty: 4450.656738
	Iteration 96Q: 3 clusters Score -949416.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -949425.812500 Penalty: 4450.656738
	Iteration 97Q: 3 clusters Score -949425.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -949432.812500 Penalty: 4450.656738
	Iteration 98Q: 3 clusters Score -949432.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -949442.125000 Penalty: 4450.656738
	Iteration 99Q: 3 clusters Score -949442.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -949457.375000 Penalty: 4450.656738
	Iteration 100F: 3 clusters Score -949457.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -949473.875000 Penalty: 4450.656738
	Iteration 101Q: 3 clusters Score -949473.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -949501.375000 Penalty: 4450.656738
	Iteration 102Q: 3 clusters Score -949501.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -949514.687500 Penalty: 4450.656738
	Iteration 103Q: 3 clusters Score -949514.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -949527.562500 Penalty: 4450.656738
	Iteration 104Q: 3 clusters Score -949527.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -949540.062500 Penalty: 4450.656738
	Iteration 105Q: 3 clusters Score -949540.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -949557.937500 Penalty: 4450.656738
	Iteration 106Q: 3 clusters Score -949557.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -949586.562500 Penalty: 4450.656738
	Iteration 107Q: 3 clusters Score -949586.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -949622.937500 Penalty: 4450.656738
	Iteration 108Q: 3 clusters Score -949622.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -949650.062500 Penalty: 4450.656738
	Iteration 109Q: 3 clusters Score -949650.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -949688.812500 Penalty: 4450.656738
	Iteration 110Q: 3 clusters Score -949688.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -949722.437500 Penalty: 4450.656738
	Iteration 111Q: 3 clusters Score -949722.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -949755.750000 Penalty: 4450.656738
	Iteration 112Q: 3 clusters Score -949755.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -949796.937500 Penalty: 4450.656738
	Iteration 113Q: 3 clusters Score -949796.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -949834.562500 Penalty: 4450.656738
	Iteration 114Q: 3 clusters Score -949834.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -949861.437500 Penalty: 4450.656738
	Iteration 115Q: 3 clusters Score -949861.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -949886.687500 Penalty: 4450.656738
	Iteration 116Q: 3 clusters Score -949886.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -949902.312500 Penalty: 4450.656738
	Iteration 117Q: 3 clusters Score -949902.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -949919.625000 Penalty: 4450.656738
	Iteration 118Q: 3 clusters Score -949919.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -949928.812500 Penalty: 4450.656738
	Iteration 119Q: 3 clusters Score -949928.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -949935.312500 Penalty: 4450.656738
	Iteration 120F: 3 clusters Score -949935.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -949942.312500 Penalty: 4450.656738
	Iteration 121Q: 3 clusters Score -949942.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -949950.687500 Penalty: 4450.656738
	Iteration 122Q: 3 clusters Score -949950.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -949956.187500 Penalty: 4450.656738
	Iteration 123Q: 3 clusters Score -949956.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -949958.750000 Penalty: 4450.656738
	Iteration 124Q: 3 clusters Score -949958.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -949961.187500 Penalty: 4450.656738
	Iteration 125Q: 3 clusters Score -949961.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -949964.937500 Penalty: 4450.656738
	Iteration 126Q: 3 clusters Score -949964.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -949964.875000 Penalty: 4450.656738
	Iteration 127Q: 3 clusters Score -949964.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -949969.625000 Penalty: 4450.656738
	Iteration 128Q: 3 clusters Score -949969.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -949969.875000 Penalty: 4450.656738
	Iteration 129Q: 3 clusters Score -949969.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -949973.000000 Penalty: 4450.656738
	Iteration 130Q: 3 clusters Score -949973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -949975.312500 Penalty: 4450.656738
	Iteration 131Q: 3 clusters Score -949975.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -949984.125000 Penalty: 4450.656738
	Iteration 132Q: 3 clusters Score -949984.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -949987.562500 Penalty: 4450.656738
	Iteration 133Q: 3 clusters Score -949987.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -949993.062500 Penalty: 4450.656738
	Iteration 134Q: 3 clusters Score -949993.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -949993.562500 Penalty: 4450.656738
	Iteration 135Q: 3 clusters Score -949993.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -949992.687500 Penalty: 4450.656738
	Iteration 136Q: 3 clusters Score -949992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -949993.687500 Penalty: 4450.656738
	Iteration 137Q: 3 clusters Score -949993.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -949993.687500 Penalty: 4450.656738
	Iteration 138F: 3 clusters Score -949993.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Entering Unmasked Estep 
Score: -5562205.500000 Penalty: 2650.778076
	Iteration 0F: 2 clusters Score -5562206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -5532539.000000 Penalty: 5301.556152
	Iteration 0F: 3 clusters Score -5532539 nChanged 20092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -5543290.000000 Penalty: 5301.556152
	Iteration 1F: 3 clusters Score -5543290 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -5543860.500000 Penalty: 5301.556152
	Iteration 2Q: 3 clusters Score -5543860 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -5544444.500000 Penalty: 5301.556152
	Iteration 3Q: 3 clusters Score -5544444 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -5545037.500000 Penalty: 5301.556152
	Iteration 4Q: 3 clusters Score -5545038 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -5545797.500000 Penalty: 5301.556152
	Iteration 5Q: 3 clusters Score -5545798 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -5546708.500000 Penalty: 5301.556152
	Iteration 6Q: 3 clusters Score -5546708 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -5547891.000000 Penalty: 5301.556152
	Iteration 7Q: 3 clusters Score -5547891 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -5549286.500000 Penalty: 5301.556152
	Iteration 8F: 3 clusters Score -5549286 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -5550619.500000 Penalty: 5301.556152
	Iteration 9F: 3 clusters Score -5550620 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -5551765.000000 Penalty: 5301.556152
	Iteration 10Q: 3 clusters Score -5551765 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -5552703.000000 Penalty: 5301.556152
	Iteration 11Q: 3 clusters Score -5552703 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -5553532.500000 Penalty: 5301.556152
	Iteration 12Q: 3 clusters Score -5553532 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -5554232.000000 Penalty: 5301.556152
	Iteration 13Q: 3 clusters Score -5554232 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -5554869.500000 Penalty: 5301.556152
	Iteration 14Q: 3 clusters Score -5554870 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -5555467.500000 Penalty: 5301.556152
	Iteration 15Q: 3 clusters Score -5555468 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -5556015.000000 Penalty: 5301.556152
	Iteration 16Q: 3 clusters Score -5556015 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -5556505.500000 Penalty: 5301.556152
	Iteration 17Q: 3 clusters Score -5556506 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -5556951.000000 Penalty: 5301.556152
	Iteration 18Q: 3 clusters Score -5556951 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -5557428.000000 Penalty: 5301.556152
	Iteration 19Q: 3 clusters Score -5557428 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -5557852.000000 Penalty: 5301.556152
	Iteration 20F: 3 clusters Score -5557852 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -5558201.000000 Penalty: 5301.556152
	Iteration 21Q: 3 clusters Score -5558201 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -5558556.500000 Penalty: 5301.556152
	Iteration 22Q: 3 clusters Score -5558556 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -5558803.000000 Penalty: 5301.556152
	Iteration 23Q: 3 clusters Score -5558803 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -5559040.500000 Penalty: 5301.556152
	Iteration 24Q: 3 clusters Score -5559040 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -5559224.500000 Penalty: 5301.556152
	Iteration 25Q: 3 clusters Score -5559224 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -5559395.000000 Penalty: 5301.556152
	Iteration 26Q: 3 clusters Score -5559395 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -5559501.000000 Penalty: 5301.556152
	Iteration 27Q: 3 clusters Score -5559501 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -5559611.500000 Penalty: 5301.556152
	Iteration 28Q: 3 clusters Score -5559612 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -5559675.500000 Penalty: 5301.556152
	Iteration 29Q: 3 clusters Score -5559676 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5559740.000000 Penalty: 5301.556152
	Iteration 30Q: 3 clusters Score -5559740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -5559783.000000 Penalty: 5301.556152
	Iteration 31Q: 3 clusters Score -5559783 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -5559828.000000 Penalty: 5301.556152
	Iteration 32Q: 3 clusters Score -5559828 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -5559858.000000 Penalty: 5301.556152
	Iteration 33Q: 3 clusters Score -5559858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5559895.000000 Penalty: 5301.556152
	Iteration 34Q: 3 clusters Score -5559895 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -5559920.000000 Penalty: 5301.556152
	Iteration 35Q: 3 clusters Score -5559920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -5559954.000000 Penalty: 5301.556152
	Iteration 36Q: 3 clusters Score -5559954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -5559980.500000 Penalty: 5301.556152
	Iteration 37Q: 3 clusters Score -5559980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -5559982.000000 Penalty: 5301.556152
	Iteration 38Q: 3 clusters Score -5559982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -5559989.000000 Penalty: 5301.556152
	Iteration 39Q: 3 clusters Score -5559989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -5559999.000000 Penalty: 5301.556152
	Iteration 40F: 3 clusters Score -5559999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -5560003.000000 Penalty: 5301.556152
	Iteration 41Q: 3 clusters Score -5560003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -5559995.000000 Penalty: 5301.556152
	Iteration 42Q: 3 clusters Score -5559995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -5560007.500000 Penalty: 5301.556152
	Iteration 43Q: 3 clusters Score -5560008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -5560017.500000 Penalty: 5301.556152
	Iteration 44Q: 3 clusters Score -5560018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -5560031.000000 Penalty: 5301.556152
	Iteration 45Q: 3 clusters Score -5560031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -5560024.500000 Penalty: 5301.556152
	Iteration 46Q: 3 clusters Score -5560024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5560026.500000 Penalty: 5301.556152
	Iteration 47Q: 3 clusters Score -5560026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -5560029.000000 Penalty: 5301.556152
	Iteration 48Q: 3 clusters Score -5560029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -5560030.500000 Penalty: 5301.556152
	Iteration 49Q: 3 clusters Score -5560030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -5560038.000000 Penalty: 5301.556152
	Iteration 50Q: 3 clusters Score -5560038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -5560030.000000 Penalty: 5301.556152
	Iteration 51Q: 3 clusters Score -5560030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -5560037.500000 Penalty: 5301.556152
	Iteration 52Q: 3 clusters Score -5560038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -5560032.000000 Penalty: 5301.556152
	Iteration 53Q: 3 clusters Score -5560032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -5560028.000000 Penalty: 5301.556152
	Iteration 54Q: 3 clusters Score -5560028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -5560033.000000 Penalty: 5301.556152
	Iteration 55Q: 3 clusters Score -5560033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -5560033.000000 Penalty: 5301.556152
	Iteration 56Q: 3 clusters Score -5560033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -5560043.500000 Penalty: 5301.556152
	Iteration 57Q: 3 clusters Score -5560044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -5560046.500000 Penalty: 5301.556152
	Iteration 58Q: 3 clusters Score -5560046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -5560044.500000 Penalty: 5301.556152
	Iteration 59Q: 3 clusters Score -5560044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -5560044.500000 Penalty: 5301.556152
	Iteration 60F: 3 clusters Score -5560044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Entering Unmasked Estep 
Score: -5538488.500000 Penalty: 2647.378662
	Iteration 0F: 2 clusters Score -5538488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -5509357.000000 Penalty: 5294.757324
	Iteration 0F: 3 clusters Score -5509357 nChanged 19830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -5520389.000000 Penalty: 5294.757324
	Iteration 1F: 3 clusters Score -5520389 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -5520998.000000 Penalty: 5294.757324
	Iteration 2Q: 3 clusters Score -5520998 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -5521697.500000 Penalty: 5294.757324
	Iteration 3Q: 3 clusters Score -5521698 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -5522516.000000 Penalty: 5294.757324
	Iteration 4Q: 3 clusters Score -5522516 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -5523579.000000 Penalty: 5294.757324
	Iteration 5Q: 3 clusters Score -5523579 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -5525204.000000 Penalty: 5294.757324
	Iteration 6F: 3 clusters Score -5525204 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -5527429.000000 Penalty: 5294.757324
	Iteration 7F: 3 clusters Score -5527429 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -5530106.000000 Penalty: 5294.757324
	Iteration 8F: 3 clusters Score -5530106 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -5532555.000000 Penalty: 5294.757324
	Iteration 9F: 3 clusters Score -5532555 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -5534648.500000 Penalty: 5294.757324
	Iteration 10F: 3 clusters Score -5534648 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -5536401.000000 Penalty: 5294.757324
	Iteration 11Q: 3 clusters Score -5536401 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -5537526.500000 Penalty: 5294.757324
	Iteration 12Q: 3 clusters Score -5537526 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -5537985.500000 Penalty: 5294.757324
	Iteration 13Q: 3 clusters Score -5537986 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -5538183.000000 Penalty: 5294.757324
	Iteration 14Q: 3 clusters Score -5538183 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -5538285.000000 Penalty: 5294.757324
	Iteration 15Q: 3 clusters Score -5538285 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -5538364.500000 Penalty: 5294.757324
	Iteration 16Q: 3 clusters Score -5538364 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -5538415.500000 Penalty: 5294.757324
	Iteration 17Q: 3 clusters Score -5538416 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -5538439.000000 Penalty: 5294.757324
	Iteration 18Q: 3 clusters Score -5538439 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -5538472.500000 Penalty: 5294.757324
	Iteration 19Q: 3 clusters Score -5538472 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -5538499.000000 Penalty: 5294.757324
	Iteration 20F: 3 clusters Score -5538499 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -5538515.000000 Penalty: 5294.757324
	Iteration 21Q: 3 clusters Score -5538515 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -5538559.500000 Penalty: 5294.757324
	Iteration 22Q: 3 clusters Score -5538560 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -5538589.000000 Penalty: 5294.757324
	Iteration 23Q: 3 clusters Score -5538589 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -5538600.000000 Penalty: 5294.757324
	Iteration 24Q: 3 clusters Score -5538600 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -5538612.500000 Penalty: 5294.757324
	Iteration 25Q: 3 clusters Score -5538612 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -5538621.000000 Penalty: 5294.757324
	Iteration 26Q: 3 clusters Score -5538621 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -5538632.500000 Penalty: 5294.757324
	Iteration 27Q: 3 clusters Score -5538632 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -5538653.000000 Penalty: 5294.757324
	Iteration 28Q: 3 clusters Score -5538653 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -5538659.000000 Penalty: 5294.757324
	Iteration 29Q: 3 clusters Score -5538659 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -5538674.500000 Penalty: 5294.757324
	Iteration 30Q: 3 clusters Score -5538674 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -5538694.000000 Penalty: 5294.757324
	Iteration 31Q: 3 clusters Score -5538694 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -5538713.000000 Penalty: 5294.757324
	Iteration 32Q: 3 clusters Score -5538713 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -5538730.000000 Penalty: 5294.757324
	Iteration 33Q: 3 clusters Score -5538730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -5538719.500000 Penalty: 5294.757324
	Iteration 34Q: 3 clusters Score -5538720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -5538724.500000 Penalty: 5294.757324
	Iteration 35Q: 3 clusters Score -5538724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -5538726.000000 Penalty: 5294.757324
	Iteration 36Q: 3 clusters Score -5538726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -5538725.000000 Penalty: 5294.757324
	Iteration 37Q: 3 clusters Score -5538725 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -5538725.500000 Penalty: 5294.757324
	Iteration 38Q: 3 clusters Score -5538726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -5538739.000000 Penalty: 5294.757324
	Iteration 39Q: 3 clusters Score -5538739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -5538744.500000 Penalty: 5294.757324
	Iteration 40F: 3 clusters Score -5538744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -5538743.500000 Penalty: 5294.757324
	Iteration 41Q: 3 clusters Score -5538744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -5538748.500000 Penalty: 5294.757324
	Iteration 42Q: 3 clusters Score -5538748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -5538739.000000 Penalty: 5294.757324
	Iteration 43Q: 3 clusters Score -5538739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -5538753.000000 Penalty: 5294.757324
	Iteration 44Q: 3 clusters Score -5538753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -5538750.500000 Penalty: 5294.757324
	Iteration 45Q: 3 clusters Score -5538750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -5538742.500000 Penalty: 5294.757324
	Iteration 46Q: 3 clusters Score -5538742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -5538750.500000 Penalty: 5294.757324
	Iteration 47Q: 3 clusters Score -5538750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -5538753.000000 Penalty: 5294.757324
	Iteration 48Q: 3 clusters Score -5538753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -5538746.500000 Penalty: 5294.757324
	Iteration 49Q: 3 clusters Score -5538746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -5538754.500000 Penalty: 5294.757324
	Iteration 50Q: 3 clusters Score -5538754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -5538754.000000 Penalty: 5294.757324
	Iteration 51Q: 3 clusters Score -5538754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -5538749.500000 Penalty: 5294.757324
	Iteration 52Q: 3 clusters Score -5538750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -5538748.500000 Penalty: 5294.757324
	Iteration 53Q: 3 clusters Score -5538748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -5538752.000000 Penalty: 5294.757324
	Iteration 54Q: 3 clusters Score -5538752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -5538751.500000 Penalty: 5294.757324
	Iteration 55Q: 3 clusters Score -5538752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -5538753.000000 Penalty: 5294.757324
	Iteration 56Q: 3 clusters Score -5538753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -5538757.000000 Penalty: 5294.757324
	Iteration 57Q: 3 clusters Score -5538757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -5538764.500000 Penalty: 5294.757324
	Iteration 58Q: 3 clusters Score -5538764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -5538754.000000 Penalty: 5294.757324
	Iteration 59Q: 3 clusters Score -5538754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -5538756.500000 Penalty: 5294.757324
	Iteration 60F: 3 clusters Score -5538756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -5538760.000000 Penalty: 5294.757324
	Iteration 61Q: 3 clusters Score -5538760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -5538761.500000 Penalty: 5294.757324
	Iteration 62Q: 3 clusters Score -5538762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -5538767.500000 Penalty: 5294.757324
	Iteration 63Q: 3 clusters Score -5538768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -5538768.500000 Penalty: 5294.757324
	Iteration 64Q: 3 clusters Score -5538768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -5538768.500000 Penalty: 5294.757324
	Iteration 65F: 3 clusters Score -5538768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284198 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43854 members 
Mstep: Class 7 contains 7915 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39628 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77958 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152842 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 35342 members 
Entering Unmasked Estep 
Score: -157742336.000000 Penalty: 111509.140625
Splitting cluster 7 changes total score from -157743408.000000 to -157742336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -1171919.750000 Penalty: 2276.866211
	Iteration 0F: 2 clusters Score -1171920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1164401.875000 Penalty: 4553.732422
	Iteration 0F: 3 clusters Score -1164402 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1166632.750000 Penalty: 4553.732422
	Iteration 1F: 3 clusters Score -1166633 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1167007.250000 Penalty: 4553.732422
	Iteration 2F: 3 clusters Score -1167007 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1167303.875000 Penalty: 4553.732422
	Iteration 3F: 3 clusters Score -1167304 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1167527.500000 Penalty: 4553.732422
	Iteration 4Q: 3 clusters Score -1167528 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1167720.375000 Penalty: 4553.732422
	Iteration 5Q: 3 clusters Score -1167720 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1167893.500000 Penalty: 4553.732422
	Iteration 6Q: 3 clusters Score -1167894 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1168068.875000 Penalty: 4553.732422
	Iteration 7Q: 3 clusters Score -1168069 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1168288.125000 Penalty: 4553.732422
	Iteration 8Q: 3 clusters Score -1168288 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1168542.375000 Penalty: 4553.732422
	Iteration 9Q: 3 clusters Score -1168542 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1168883.375000 Penalty: 4553.732422
	Iteration 10Q: 3 clusters Score -1168883 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1169295.750000 Penalty: 4553.732422
	Iteration 11Q: 3 clusters Score -1169296 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1169808.250000 Penalty: 4553.732422
	Iteration 12F: 3 clusters Score -1169808 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1170348.625000 Penalty: 4553.732422
	Iteration 13Q: 3 clusters Score -1170349 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1170800.375000 Penalty: 4553.732422
	Iteration 14Q: 3 clusters Score -1170800 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1171070.125000 Penalty: 4553.732422
	Iteration 15Q: 3 clusters Score -1171070 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1171188.375000 Penalty: 4553.732422
	Iteration 16Q: 3 clusters Score -1171188 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1171243.625000 Penalty: 4553.732422
	Iteration 17Q: 3 clusters Score -1171244 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1171269.125000 Penalty: 4553.732422
	Iteration 18Q: 3 clusters Score -1171269 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1171288.500000 Penalty: 4553.732422
	Iteration 19Q: 3 clusters Score -1171288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1171295.125000 Penalty: 4553.732422
	Iteration 20F: 3 clusters Score -1171295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1171298.750000 Penalty: 4553.732422
	Iteration 21Q: 3 clusters Score -1171299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1171296.750000 Penalty: 4553.732422
	Iteration 22Q: 3 clusters Score -1171297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1171301.750000 Penalty: 4553.732422
	Iteration 23Q: 3 clusters Score -1171302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1171305.000000 Penalty: 4553.732422
	Iteration 24Q: 3 clusters Score -1171305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1171306.125000 Penalty: 4553.732422
	Iteration 25Q: 3 clusters Score -1171306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1171309.375000 Penalty: 4553.732422
	Iteration 26Q: 3 clusters Score -1171309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1171311.500000 Penalty: 4553.732422
	Iteration 27Q: 3 clusters Score -1171312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1171315.250000 Penalty: 4553.732422
	Iteration 28Q: 3 clusters Score -1171315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1171323.750000 Penalty: 4553.732422
	Iteration 29Q: 3 clusters Score -1171324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1171324.000000 Penalty: 4553.732422
	Iteration 30Q: 3 clusters Score -1171324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1171325.750000 Penalty: 4553.732422
	Iteration 31Q: 3 clusters Score -1171326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1171332.000000 Penalty: 4553.732422
	Iteration 32Q: 3 clusters Score -1171332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1171336.750000 Penalty: 4553.732422
	Iteration 33Q: 3 clusters Score -1171337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1171339.750000 Penalty: 4553.732422
	Iteration 34Q: 3 clusters Score -1171340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1171341.375000 Penalty: 4553.732422
	Iteration 35Q: 3 clusters Score -1171341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1171347.750000 Penalty: 4553.732422
	Iteration 36Q: 3 clusters Score -1171348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1171351.250000 Penalty: 4553.732422
	Iteration 37Q: 3 clusters Score -1171351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1171355.250000 Penalty: 4553.732422
	Iteration 38Q: 3 clusters Score -1171355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1171358.250000 Penalty: 4553.732422
	Iteration 39Q: 3 clusters Score -1171358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1171356.875000 Penalty: 4553.732422
	Iteration 40F: 3 clusters Score -1171357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1171356.875000 Penalty: 4553.732422
	Iteration 41Q: 3 clusters Score -1171357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1171360.375000 Penalty: 4553.732422
	Iteration 42Q: 3 clusters Score -1171360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1171361.750000 Penalty: 4553.732422
	Iteration 43Q: 3 clusters Score -1171362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1171363.125000 Penalty: 4553.732422
	Iteration 44Q: 3 clusters Score -1171363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1171363.125000 Penalty: 4553.732422
	Iteration 45Q: 3 clusters Score -1171363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1171367.000000 Penalty: 4553.732422
	Iteration 46Q: 3 clusters Score -1171367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1171368.000000 Penalty: 4553.732422
	Iteration 47Q: 3 clusters Score -1171368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1171367.000000 Penalty: 4553.732422
	Iteration 48Q: 3 clusters Score -1171367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1171368.000000 Penalty: 4553.732422
	Iteration 49Q: 3 clusters Score -1171368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1171369.375000 Penalty: 4553.732422
	Iteration 50Q: 3 clusters Score -1171369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1171372.000000 Penalty: 4553.732422
	Iteration 51Q: 3 clusters Score -1171372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1171375.750000 Penalty: 4553.732422
	Iteration 52Q: 3 clusters Score -1171376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1171377.375000 Penalty: 4553.732422
	Iteration 53Q: 3 clusters Score -1171377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1171380.000000 Penalty: 4553.732422
	Iteration 54Q: 3 clusters Score -1171380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1171381.375000 Penalty: 4553.732422
	Iteration 55Q: 3 clusters Score -1171381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1171382.750000 Penalty: 4553.732422
	Iteration 56Q: 3 clusters Score -1171383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1171387.000000 Penalty: 4553.732422
	Iteration 57Q: 3 clusters Score -1171387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1171389.500000 Penalty: 4553.732422
	Iteration 58Q: 3 clusters Score -1171390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1171394.625000 Penalty: 4553.732422
	Iteration 59Q: 3 clusters Score -1171395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1171391.625000 Penalty: 4553.732422
	Iteration 60F: 3 clusters Score -1171392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1171398.750000 Penalty: 4553.732422
	Iteration 61Q: 3 clusters Score -1171399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1171402.500000 Penalty: 4553.732422
	Iteration 62Q: 3 clusters Score -1171402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1171408.625000 Penalty: 4553.732422
	Iteration 63Q: 3 clusters Score -1171409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1171417.000000 Penalty: 4553.732422
	Iteration 64Q: 3 clusters Score -1171417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1171422.625000 Penalty: 4553.732422
	Iteration 65Q: 3 clusters Score -1171423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1171427.000000 Penalty: 4553.732422
	Iteration 66Q: 3 clusters Score -1171427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1171438.125000 Penalty: 4553.732422
	Iteration 67Q: 3 clusters Score -1171438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1171450.125000 Penalty: 4553.732422
	Iteration 68Q: 3 clusters Score -1171450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1171472.625000 Penalty: 4553.732422
	Iteration 69Q: 3 clusters Score -1171473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1171493.375000 Penalty: 4553.732422
	Iteration 70Q: 3 clusters Score -1171493 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1171535.750000 Penalty: 4553.732422
	Iteration 71Q: 3 clusters Score -1171536 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1171609.625000 Penalty: 4553.732422
	Iteration 72Q: 3 clusters Score -1171610 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1171683.875000 Penalty: 4553.732422
	Iteration 73Q: 3 clusters Score -1171684 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1171741.875000 Penalty: 4553.732422
	Iteration 74Q: 3 clusters Score -1171742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1171786.375000 Penalty: 4553.732422
	Iteration 75Q: 3 clusters Score -1171786 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1171815.875000 Penalty: 4553.732422
	Iteration 76Q: 3 clusters Score -1171816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1171834.875000 Penalty: 4553.732422
	Iteration 77Q: 3 clusters Score -1171835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1171847.375000 Penalty: 4553.732422
	Iteration 78Q: 3 clusters Score -1171847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1171859.250000 Penalty: 4553.732422
	Iteration 79Q: 3 clusters Score -1171859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1171868.625000 Penalty: 4553.732422
	Iteration 80F: 3 clusters Score -1171869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1171876.125000 Penalty: 4553.732422
	Iteration 81Q: 3 clusters Score -1171876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1171879.750000 Penalty: 4553.732422
	Iteration 82Q: 3 clusters Score -1171880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1171884.500000 Penalty: 4553.732422
	Iteration 83Q: 3 clusters Score -1171884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1171886.125000 Penalty: 4553.732422
	Iteration 84Q: 3 clusters Score -1171886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1171888.750000 Penalty: 4553.732422
	Iteration 85Q: 3 clusters Score -1171889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1171891.125000 Penalty: 4553.732422
	Iteration 86Q: 3 clusters Score -1171891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1171890.500000 Penalty: 4553.732422
	Iteration 87Q: 3 clusters Score -1171890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1171893.125000 Penalty: 4553.732422
	Iteration 88Q: 3 clusters Score -1171893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1171893.250000 Penalty: 4553.732422
	Iteration 89Q: 3 clusters Score -1171893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1171894.875000 Penalty: 4553.732422
	Iteration 90Q: 3 clusters Score -1171895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1171894.875000 Penalty: 4553.732422
	Iteration 91F: 3 clusters Score -1171895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Entering Unmasked Estep 
Score: -731111.437500 Penalty: 2148.558350
	Iteration 0F: 2 clusters Score -731111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -726090.437500 Penalty: 4297.116699
	Iteration 0F: 3 clusters Score -726090.4 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -727340.500000 Penalty: 4297.116699
	Iteration 1F: 3 clusters Score -727340.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -727607.125000 Penalty: 4297.116699
	Iteration 2F: 3 clusters Score -727607.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -727794.687500 Penalty: 4297.116699
	Iteration 3F: 3 clusters Score -727794.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -727964.812500 Penalty: 4297.116699
	Iteration 4Q: 3 clusters Score -727964.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -728114.750000 Penalty: 4297.116699
	Iteration 5Q: 3 clusters Score -728114.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -728290.312500 Penalty: 4297.116699
	Iteration 6Q: 3 clusters Score -728290.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -728456.687500 Penalty: 4297.116699
	Iteration 7Q: 3 clusters Score -728456.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -728601.750000 Penalty: 4297.116699
	Iteration 8Q: 3 clusters Score -728601.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -728732.187500 Penalty: 4297.116699
	Iteration 9Q: 3 clusters Score -728732.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -728850.062500 Penalty: 4297.116699
	Iteration 10Q: 3 clusters Score -728850.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -728936.250000 Penalty: 4297.116699
	Iteration 11Q: 3 clusters Score -728936.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -728992.875000 Penalty: 4297.116699
	Iteration 12Q: 3 clusters Score -728992.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -729026.750000 Penalty: 4297.116699
	Iteration 13Q: 3 clusters Score -729026.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -729049.375000 Penalty: 4297.116699
	Iteration 14Q: 3 clusters Score -729049.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -729068.875000 Penalty: 4297.116699
	Iteration 15Q: 3 clusters Score -729068.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -729084.750000 Penalty: 4297.116699
	Iteration 16Q: 3 clusters Score -729084.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -729097.937500 Penalty: 4297.116699
	Iteration 17Q: 3 clusters Score -729097.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -729104.125000 Penalty: 4297.116699
	Iteration 18Q: 3 clusters Score -729104.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -729110.875000 Penalty: 4297.116699
	Iteration 19Q: 3 clusters Score -729110.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -729118.250000 Penalty: 4297.116699
	Iteration 20F: 3 clusters Score -729118.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -729119.937500 Penalty: 4297.116699
	Iteration 21Q: 3 clusters Score -729119.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -729123.125000 Penalty: 4297.116699
	Iteration 22Q: 3 clusters Score -729123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -729125.687500 Penalty: 4297.116699
	Iteration 23Q: 3 clusters Score -729125.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -729128.250000 Penalty: 4297.116699
	Iteration 24Q: 3 clusters Score -729128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -729129.187500 Penalty: 4297.116699
	Iteration 25Q: 3 clusters Score -729129.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -729129.937500 Penalty: 4297.116699
	Iteration 26Q: 3 clusters Score -729129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -729131.375000 Penalty: 4297.116699
	Iteration 27Q: 3 clusters Score -729131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -729132.812500 Penalty: 4297.116699
	Iteration 28Q: 3 clusters Score -729132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -729134.375000 Penalty: 4297.116699
	Iteration 29Q: 3 clusters Score -729134.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -729132.875000 Penalty: 4297.116699
	Iteration 30Q: 3 clusters Score -729132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -729133.750000 Penalty: 4297.116699
	Iteration 31Q: 3 clusters Score -729133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -729134.312500 Penalty: 4297.116699
	Iteration 32Q: 3 clusters Score -729134.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -729134.187500 Penalty: 4297.116699
	Iteration 33Q: 3 clusters Score -729134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -729136.312500 Penalty: 4297.116699
	Iteration 34Q: 3 clusters Score -729136.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -729136.375000 Penalty: 4297.116699
	Iteration 35Q: 3 clusters Score -729136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -729136.375000 Penalty: 4297.116699
	Iteration 36Q: 3 clusters Score -729136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -729137.937500 Penalty: 4297.116699
	Iteration 37Q: 3 clusters Score -729137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -729139.937500 Penalty: 4297.116699
	Iteration 38Q: 3 clusters Score -729139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -729139.250000 Penalty: 4297.116699
	Iteration 39Q: 3 clusters Score -729139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -729140.000000 Penalty: 4297.116699
	Iteration 40F: 3 clusters Score -729140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -729141.375000 Penalty: 4297.116699
	Iteration 41Q: 3 clusters Score -729141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -729140.375000 Penalty: 4297.116699
	Iteration 42Q: 3 clusters Score -729140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -729141.062500 Penalty: 4297.116699
	Iteration 43Q: 3 clusters Score -729141.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -729141.875000 Penalty: 4297.116699
	Iteration 44Q: 3 clusters Score -729141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -729141.375000 Penalty: 4297.116699
	Iteration 45Q: 3 clusters Score -729141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -729143.500000 Penalty: 4297.116699
	Iteration 46Q: 3 clusters Score -729143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -729143.500000 Penalty: 4297.116699
	Iteration 47F: 3 clusters Score -729143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Entering Unmasked Estep 
Score: -2019898.000000 Penalty: 2403.177490
	Iteration 0F: 2 clusters Score -2019898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2008358.250000 Penalty: 4806.354980
	Iteration 0F: 3 clusters Score -2008358 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2012100.375000 Penalty: 4806.354980
	Iteration 1F: 3 clusters Score -2012100 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2012562.125000 Penalty: 4806.354980
	Iteration 2F: 3 clusters Score -2012562 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2012957.875000 Penalty: 4806.354980
	Iteration 3F: 3 clusters Score -2012958 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2013312.375000 Penalty: 4806.354980
	Iteration 4Q: 3 clusters Score -2013312 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2013638.000000 Penalty: 4806.354980
	Iteration 5Q: 3 clusters Score -2013638 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2013984.500000 Penalty: 4806.354980
	Iteration 6Q: 3 clusters Score -2013984 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2014438.250000 Penalty: 4806.354980
	Iteration 7Q: 3 clusters Score -2014438 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2015030.000000 Penalty: 4806.354980
	Iteration 8Q: 3 clusters Score -2015030 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2015815.250000 Penalty: 4806.354980
	Iteration 9F: 3 clusters Score -2015815 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2016750.250000 Penalty: 4806.354980
	Iteration 10F: 3 clusters Score -2016750 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2017603.375000 Penalty: 4806.354980
	Iteration 11F: 3 clusters Score -2017603 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2018130.000000 Penalty: 4806.354980
	Iteration 12Q: 3 clusters Score -2018130 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2018394.750000 Penalty: 4806.354980
	Iteration 13Q: 3 clusters Score -2018395 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2018525.500000 Penalty: 4806.354980
	Iteration 14Q: 3 clusters Score -2018526 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2018599.625000 Penalty: 4806.354980
	Iteration 15Q: 3 clusters Score -2018600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2018658.875000 Penalty: 4806.354980
	Iteration 16Q: 3 clusters Score -2018659 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2018708.625000 Penalty: 4806.354980
	Iteration 17Q: 3 clusters Score -2018709 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2018747.750000 Penalty: 4806.354980
	Iteration 18Q: 3 clusters Score -2018748 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2018787.125000 Penalty: 4806.354980
	Iteration 19Q: 3 clusters Score -2018787 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2018824.500000 Penalty: 4806.354980
	Iteration 20F: 3 clusters Score -2018824 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2018872.875000 Penalty: 4806.354980
	Iteration 21Q: 3 clusters Score -2018873 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2018914.375000 Penalty: 4806.354980
	Iteration 22Q: 3 clusters Score -2018914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2018944.125000 Penalty: 4806.354980
	Iteration 23Q: 3 clusters Score -2018944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2018958.250000 Penalty: 4806.354980
	Iteration 24Q: 3 clusters Score -2018958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2018977.250000 Penalty: 4806.354980
	Iteration 25Q: 3 clusters Score -2018977 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2018997.625000 Penalty: 4806.354980
	Iteration 26Q: 3 clusters Score -2018998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2019012.125000 Penalty: 4806.354980
	Iteration 27Q: 3 clusters Score -2019012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2019016.250000 Penalty: 4806.354980
	Iteration 28Q: 3 clusters Score -2019016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2019026.000000 Penalty: 4806.354980
	Iteration 29Q: 3 clusters Score -2019026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2019023.250000 Penalty: 4806.354980
	Iteration 30Q: 3 clusters Score -2019023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2019031.375000 Penalty: 4806.354980
	Iteration 31Q: 3 clusters Score -2019031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2019034.500000 Penalty: 4806.354980
	Iteration 32Q: 3 clusters Score -2019034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2019036.750000 Penalty: 4806.354980
	Iteration 33Q: 3 clusters Score -2019037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2019034.000000 Penalty: 4806.354980
	Iteration 34Q: 3 clusters Score -2019034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2019033.250000 Penalty: 4806.354980
	Iteration 35Q: 3 clusters Score -2019033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2019033.250000 Penalty: 4806.354980
	Iteration 36F: 3 clusters Score -2019033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Entering Unmasked Estep 
Score: -3817960.500000 Penalty: 2559.594727
	Iteration 0F: 2 clusters Score -3817960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3797272.000000 Penalty: 5119.189453
	Iteration 0F: 3 clusters Score -3797272 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3804890.500000 Penalty: 5119.189453
	Iteration 1F: 3 clusters Score -3804890 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3805864.250000 Penalty: 5119.189453
	Iteration 2F: 3 clusters Score -3805864 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3807132.250000 Penalty: 5119.189453
	Iteration 3F: 3 clusters Score -3807132 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -3808517.250000 Penalty: 5119.189453
	Iteration 4F: 3 clusters Score -3808517 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -3809936.000000 Penalty: 5119.189453
	Iteration 5F: 3 clusters Score -3809936 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3811363.500000 Penalty: 5119.189453
	Iteration 6F: 3 clusters Score -3811364 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3812626.500000 Penalty: 5119.189453
	Iteration 7F: 3 clusters Score -3812626 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3813663.000000 Penalty: 5119.189453
	Iteration 8Q: 3 clusters Score -3813663 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3814529.500000 Penalty: 5119.189453
	Iteration 9Q: 3 clusters Score -3814530 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3815191.250000 Penalty: 5119.189453
	Iteration 10Q: 3 clusters Score -3815191 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3815685.500000 Penalty: 5119.189453
	Iteration 11Q: 3 clusters Score -3815686 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3816063.500000 Penalty: 5119.189453
	Iteration 12Q: 3 clusters Score -3816064 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3816400.250000 Penalty: 5119.189453
	Iteration 13Q: 3 clusters Score -3816400 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3816702.500000 Penalty: 5119.189453
	Iteration 14Q: 3 clusters Score -3816702 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3816930.250000 Penalty: 5119.189453
	Iteration 15Q: 3 clusters Score -3816930 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3817107.750000 Penalty: 5119.189453
	Iteration 16Q: 3 clusters Score -3817108 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3817235.750000 Penalty: 5119.189453
	Iteration 17Q: 3 clusters Score -3817236 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3817331.750000 Penalty: 5119.189453
	Iteration 18Q: 3 clusters Score -3817332 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3817383.000000 Penalty: 5119.189453
	Iteration 19Q: 3 clusters Score -3817383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3817407.000000 Penalty: 5119.189453
	Iteration 20F: 3 clusters Score -3817407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3817410.250000 Penalty: 5119.189453
	Iteration 21Q: 3 clusters Score -3817410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3817416.500000 Penalty: 5119.189453
	Iteration 22Q: 3 clusters Score -3817416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3817417.750000 Penalty: 5119.189453
	Iteration 23Q: 3 clusters Score -3817418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3817422.250000 Penalty: 5119.189453
	Iteration 24Q: 3 clusters Score -3817422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3817422.000000 Penalty: 5119.189453
	Iteration 25Q: 3 clusters Score -3817422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3817423.000000 Penalty: 5119.189453
	Iteration 26Q: 3 clusters Score -3817423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3817419.750000 Penalty: 5119.189453
	Iteration 27Q: 3 clusters Score -3817420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3817419.750000 Penalty: 5119.189453
	Iteration 28F: 3 clusters Score -3817420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Entering Unmasked Estep 
Score: -1543938.625000 Penalty: 2345.734131
	Iteration 0F: 2 clusters Score -1543939 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 6368 members 
Entering Unmasked Estep 
Score: -1534602.500000 Penalty: 4691.468262
	Iteration 0F: 3 clusters Score -1534602 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1537861.750000 Penalty: 4691.468262
	Iteration 1F: 3 clusters Score -1537862 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1538786.875000 Penalty: 4691.468262
	Iteration 2F: 3 clusters Score -1538787 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1539834.875000 Penalty: 4691.468262
	Iteration 3F: 3 clusters Score -1539835 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1541017.000000 Penalty: 4691.468262
	Iteration 4F: 3 clusters Score -1541017 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1541982.625000 Penalty: 4691.468262
	Iteration 5F: 3 clusters Score -1541983 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1542718.750000 Penalty: 4691.468262
	Iteration 6F: 3 clusters Score -1542719 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1543134.375000 Penalty: 4691.468262
	Iteration 7Q: 3 clusters Score -1543134 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1543367.625000 Penalty: 4691.468262
	Iteration 8Q: 3 clusters Score -1543368 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1543492.000000 Penalty: 4691.468262
	Iteration 9Q: 3 clusters Score -1543492 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1543551.375000 Penalty: 4691.468262
	Iteration 10Q: 3 clusters Score -1543551 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1543590.375000 Penalty: 4691.468262
	Iteration 11Q: 3 clusters Score -1543590 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1543612.000000 Penalty: 4691.468262
	Iteration 12Q: 3 clusters Score -1543612 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1543622.500000 Penalty: 4691.468262
	Iteration 13Q: 3 clusters Score -1543622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1543627.250000 Penalty: 4691.468262
	Iteration 14Q: 3 clusters Score -1543627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1543630.125000 Penalty: 4691.468262
	Iteration 15Q: 3 clusters Score -1543630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1543635.875000 Penalty: 4691.468262
	Iteration 16Q: 3 clusters Score -1543636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1543636.625000 Penalty: 4691.468262
	Iteration 17Q: 3 clusters Score -1543637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1543635.500000 Penalty: 4691.468262
	Iteration 18Q: 3 clusters Score -1543636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1543635.500000 Penalty: 4691.468262
	Iteration 19Q: 3 clusters Score -1543636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1543636.875000 Penalty: 4691.468262
	Iteration 20F: 3 clusters Score -1543637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1543636.875000 Penalty: 4691.468262
	Iteration 21Q: 3 clusters Score -1543637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1543639.000000 Penalty: 4691.468262
	Iteration 22Q: 3 clusters Score -1543639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1543639.000000 Penalty: 4691.468262
	Iteration 23F: 3 clusters Score -1543639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Entering Unmasked Estep 
Score: -6854715.500000 Penalty: 2698.209229
	Iteration 0F: 2 clusters Score -6854716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -6818875.000000 Penalty: 5396.418457
	Iteration 0F: 3 clusters Score -6818875 nChanged 24694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -6832542.000000 Penalty: 5396.418457
	Iteration 1F: 3 clusters Score -6832542 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -6833108.500000 Penalty: 5396.418457
	Iteration 2Q: 3 clusters Score -6833108 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -6833676.500000 Penalty: 5396.418457
	Iteration 3Q: 3 clusters Score -6833676 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -6834382.500000 Penalty: 5396.418457
	Iteration 4Q: 3 clusters Score -6834382 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -6835466.000000 Penalty: 5396.418457
	Iteration 5Q: 3 clusters Score -6835466 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -6836997.500000 Penalty: 5396.418457
	Iteration 6F: 3 clusters Score -6836998 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -6839490.500000 Penalty: 5396.418457
	Iteration 7F: 3 clusters Score -6839490 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -6842947.000000 Penalty: 5396.418457
	Iteration 8F: 3 clusters Score -6842947 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -6846625.000000 Penalty: 5396.418457
	Iteration 9F: 3 clusters Score -6846625 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6849604.500000 Penalty: 5396.418457
	Iteration 10F: 3 clusters Score -6849604 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6851164.500000 Penalty: 5396.418457
	Iteration 11Q: 3 clusters Score -6851164 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6851797.500000 Penalty: 5396.418457
	Iteration 12Q: 3 clusters Score -6851798 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6852083.500000 Penalty: 5396.418457
	Iteration 13Q: 3 clusters Score -6852084 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6852196.000000 Penalty: 5396.418457
	Iteration 14Q: 3 clusters Score -6852196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6852257.000000 Penalty: 5396.418457
	Iteration 15Q: 3 clusters Score -6852257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6852299.000000 Penalty: 5396.418457
	Iteration 16Q: 3 clusters Score -6852299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6852323.000000 Penalty: 5396.418457
	Iteration 17Q: 3 clusters Score -6852323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6852340.000000 Penalty: 5396.418457
	Iteration 18Q: 3 clusters Score -6852340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6852351.000000 Penalty: 5396.418457
	Iteration 19Q: 3 clusters Score -6852351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6852354.500000 Penalty: 5396.418457
	Iteration 20F: 3 clusters Score -6852354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6852360.500000 Penalty: 5396.418457
	Iteration 21Q: 3 clusters Score -6852360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6852359.000000 Penalty: 5396.418457
	Iteration 22Q: 3 clusters Score -6852359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6852360.000000 Penalty: 5396.418457
	Iteration 23Q: 3 clusters Score -6852360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6852361.500000 Penalty: 5396.418457
	Iteration 24Q: 3 clusters Score -6852362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6852363.500000 Penalty: 5396.418457
	Iteration 25Q: 3 clusters Score -6852364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6852363.500000 Penalty: 5396.418457
	Iteration 26F: 3 clusters Score -6852364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Entering Unmasked Estep 
Score: -13134212.000000 Penalty: 2865.881836
	Iteration 0F: 2 clusters Score -1.313421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -13064613.000000 Penalty: 5731.763672
	Iteration 0F: 3 clusters Score -1.306461e+07 nChanged 49382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -13092553.000000 Penalty: 5731.763672
	Iteration 1F: 3 clusters Score -1.309255e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -13093359.000000 Penalty: 5731.763672
	Iteration 2Q: 3 clusters Score -1.309336e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -13094260.000000 Penalty: 5731.763672
	Iteration 3Q: 3 clusters Score -1.309426e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -13095414.000000 Penalty: 5731.763672
	Iteration 4Q: 3 clusters Score -1.309541e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -13096994.000000 Penalty: 5731.763672
	Iteration 5Q: 3 clusters Score -1.309699e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -13099292.000000 Penalty: 5731.763672
	Iteration 6Q: 3 clusters Score -1.309929e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 62625 members 
Entering Unmasked Estep 
Score: -13102432.000000 Penalty: 5731.763672
	Iteration 7F: 3 clusters Score -1.310243e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -13106244.000000 Penalty: 5731.763672
	Iteration 8F: 3 clusters Score -1.310624e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -13110219.000000 Penalty: 5731.763672
	Iteration 9F: 3 clusters Score -1.311022e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 77022 members 
Entering Unmasked Estep 
Score: -13113987.000000 Penalty: 5731.763672
	Iteration 10F: 3 clusters Score -1.311399e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -13117708.000000 Penalty: 5731.763672
	Iteration 11F: 3 clusters Score -1.311771e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 87132 members 
Entering Unmasked Estep 
Score: -13121022.000000 Penalty: 5731.763672
	Iteration 12Q: 3 clusters Score -1.312102e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -13123832.000000 Penalty: 5731.763672
	Iteration 13Q: 3 clusters Score -1.312383e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -13126314.000000 Penalty: 5731.763672
	Iteration 14Q: 3 clusters Score -1.312631e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 97676 members 
Entering Unmasked Estep 
Score: -13128198.000000 Penalty: 5731.763672
	Iteration 15Q: 3 clusters Score -1.31282e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 99614 members 
Entering Unmasked Estep 
Score: -13129585.000000 Penalty: 5731.763672
	Iteration 16Q: 3 clusters Score -1.312958e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 100856 members 
Entering Unmasked Estep 
Score: -13130530.000000 Penalty: 5731.763672
	Iteration 17Q: 3 clusters Score -1.313053e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 101586 members 
Entering Unmasked Estep 
Score: -13131155.000000 Penalty: 5731.763672
	Iteration 18Q: 3 clusters Score -1.313116e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 102064 members 
Entering Unmasked Estep 
Score: -13131539.000000 Penalty: 5731.763672
	Iteration 19Q: 3 clusters Score -1.313154e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -13131787.000000 Penalty: 5731.763672
	Iteration 20F: 3 clusters Score -1.313179e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 102477 members 
Entering Unmasked Estep 
Score: -13132019.000000 Penalty: 5731.763672
	Iteration 21Q: 3 clusters Score -1.313202e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 102574 members 
Entering Unmasked Estep 
Score: -13132132.000000 Penalty: 5731.763672
	Iteration 22Q: 3 clusters Score -1.313213e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 102638 members 
Entering Unmasked Estep 
Score: -13132199.000000 Penalty: 5731.763672
	Iteration 23Q: 3 clusters Score -1.31322e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 102700 members 
Entering Unmasked Estep 
Score: -13132241.000000 Penalty: 5731.763672
	Iteration 24Q: 3 clusters Score -1.313224e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 102737 members 
Entering Unmasked Estep 
Score: -13132246.000000 Penalty: 5731.763672
	Iteration 25Q: 3 clusters Score -1.313225e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 102768 members 
Entering Unmasked Estep 
Score: -13132284.000000 Penalty: 5731.763672
	Iteration 26Q: 3 clusters Score -1.313228e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 102797 members 
Entering Unmasked Estep 
Score: -13132310.000000 Penalty: 5731.763672
	Iteration 27Q: 3 clusters Score -1.313231e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
Score: -13132335.000000 Penalty: 5731.763672
	Iteration 28Q: 3 clusters Score -1.313234e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 102851 members 
Entering Unmasked Estep 
Score: -13132323.000000 Penalty: 5731.763672
	Iteration 29Q: 3 clusters Score -1.313232e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 102867 members 
Entering Unmasked Estep 
Score: -13132335.000000 Penalty: 5731.763672
	Iteration 30Q: 3 clusters Score -1.313234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 102881 members 
Entering Unmasked Estep 
Score: -13132331.000000 Penalty: 5731.763672
	Iteration 31Q: 3 clusters Score -1.313233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 102890 members 
Entering Unmasked Estep 
Score: -13132341.000000 Penalty: 5731.763672
	Iteration 32Q: 3 clusters Score -1.313234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -13132358.000000 Penalty: 5731.763672
	Iteration 33Q: 3 clusters Score -1.313236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 102906 members 
Entering Unmasked Estep 
Score: -13132379.000000 Penalty: 5731.763672
	Iteration 34Q: 3 clusters Score -1.313238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 102916 members 
Entering Unmasked Estep 
Score: -13132373.000000 Penalty: 5731.763672
	Iteration 35Q: 3 clusters Score -1.313237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -13132381.000000 Penalty: 5731.763672
	Iteration 36Q: 3 clusters Score -1.313238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -13132403.000000 Penalty: 5731.763672
	Iteration 37Q: 3 clusters Score -1.31324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
Score: -13132411.000000 Penalty: 5731.763672
	Iteration 38Q: 3 clusters Score -1.313241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 102977 members 
Entering Unmasked Estep 
Score: -13132431.000000 Penalty: 5731.763672
	Iteration 39Q: 3 clusters Score -1.313243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 102987 members 
Entering Unmasked Estep 
Score: -13132432.000000 Penalty: 5731.763672
	Iteration 40F: 3 clusters Score -1.313243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 103006 members 
Entering Unmasked Estep 
Score: -13132450.000000 Penalty: 5731.763672
	Iteration 41Q: 3 clusters Score -1.313245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -13132471.000000 Penalty: 5731.763672
	Iteration 42Q: 3 clusters Score -1.313247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 103028 members 
Entering Unmasked Estep 
Score: -13132482.000000 Penalty: 5731.763672
	Iteration 43Q: 3 clusters Score -1.313248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -13132489.000000 Penalty: 5731.763672
	Iteration 44Q: 3 clusters Score -1.313249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
Score: -13132484.000000 Penalty: 5731.763672
	Iteration 45Q: 3 clusters Score -1.313248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 103056 members 
Entering Unmasked Estep 
Score: -13132489.000000 Penalty: 5731.763672
	Iteration 46Q: 3 clusters Score -1.313249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -13132486.000000 Penalty: 5731.763672
	Iteration 47Q: 3 clusters Score -1.313249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 103064 members 
Entering Unmasked Estep 
Score: -13132498.000000 Penalty: 5731.763672
	Iteration 48Q: 3 clusters Score -1.31325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 103070 members 
Entering Unmasked Estep 
Score: -13132502.000000 Penalty: 5731.763672
	Iteration 49Q: 3 clusters Score -1.31325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 103076 members 
Entering Unmasked Estep 
Score: -13132504.000000 Penalty: 5731.763672
	Iteration 50Q: 3 clusters Score -1.31325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 103077 members 
Entering Unmasked Estep 
Score: -13132501.000000 Penalty: 5731.763672
	Iteration 51Q: 3 clusters Score -1.31325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -13132505.000000 Penalty: 5731.763672
	Iteration 52Q: 3 clusters Score -1.31325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -13132500.000000 Penalty: 5731.763672
	Iteration 53Q: 3 clusters Score -1.31325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -13132501.000000 Penalty: 5731.763672
	Iteration 54Q: 3 clusters Score -1.31325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
Score: -13132504.000000 Penalty: 5731.763672
	Iteration 55Q: 3 clusters Score -1.31325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
Score: -13132505.000000 Penalty: 5731.763672
	Iteration 56Q: 3 clusters Score -1.31325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -13132507.000000 Penalty: 5731.763672
	Iteration 57Q: 3 clusters Score -1.313251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 103082 members 
Entering Unmasked Estep 
Score: -13132504.000000 Penalty: 5731.763672
	Iteration 58Q: 3 clusters Score -1.31325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 103082 members 
Entering Unmasked Estep 
Score: -13132504.000000 Penalty: 5731.763672
	Iteration 59F: 3 clusters Score -1.31325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Entering Unmasked Estep 
Score: -4822672.500000 Penalty: 2625.648193
	Iteration 0F: 2 clusters Score -4822672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4795797.000000 Penalty: 5251.296387
	Iteration 0F: 3 clusters Score -4795797 nChanged 18176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -4806076.500000 Penalty: 5251.296387
	Iteration 1F: 3 clusters Score -4806076 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4806941.500000 Penalty: 5251.296387
	Iteration 2F: 3 clusters Score -4806942 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -4807976.500000 Penalty: 5251.296387
	Iteration 3F: 3 clusters Score -4807976 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -4809183.000000 Penalty: 5251.296387
	Iteration 4F: 3 clusters Score -4809183 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -4810482.000000 Penalty: 5251.296387
	Iteration 5F: 3 clusters Score -4810482 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4812060.500000 Penalty: 5251.296387
	Iteration 6F: 3 clusters Score -4812060 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4813856.000000 Penalty: 5251.296387
	Iteration 7F: 3 clusters Score -4813856 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -4815699.000000 Penalty: 5251.296387
	Iteration 8F: 3 clusters Score -4815699 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4817367.500000 Penalty: 5251.296387
	Iteration 9F: 3 clusters Score -4817368 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4818610.500000 Penalty: 5251.296387
	Iteration 10Q: 3 clusters Score -4818610 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4819466.000000 Penalty: 5251.296387
	Iteration 11Q: 3 clusters Score -4819466 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -4819954.500000 Penalty: 5251.296387
	Iteration 12Q: 3 clusters Score -4819954 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -4820205.000000 Penalty: 5251.296387
	Iteration 13Q: 3 clusters Score -4820205 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -4820330.500000 Penalty: 5251.296387
	Iteration 14Q: 3 clusters Score -4820330 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -4820440.500000 Penalty: 5251.296387
	Iteration 15Q: 3 clusters Score -4820440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -4820493.000000 Penalty: 5251.296387
	Iteration 16Q: 3 clusters Score -4820493 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -4820543.500000 Penalty: 5251.296387
	Iteration 17Q: 3 clusters Score -4820544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -4820571.000000 Penalty: 5251.296387
	Iteration 18Q: 3 clusters Score -4820571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -4820588.500000 Penalty: 5251.296387
	Iteration 19Q: 3 clusters Score -4820588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -4820613.000000 Penalty: 5251.296387
	Iteration 20F: 3 clusters Score -4820613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -4820628.000000 Penalty: 5251.296387
	Iteration 21Q: 3 clusters Score -4820628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -4820641.000000 Penalty: 5251.296387
	Iteration 22Q: 3 clusters Score -4820641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -4820648.500000 Penalty: 5251.296387
	Iteration 23Q: 3 clusters Score -4820648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -4820657.000000 Penalty: 5251.296387
	Iteration 24Q: 3 clusters Score -4820657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -4820650.000000 Penalty: 5251.296387
	Iteration 25Q: 3 clusters Score -4820650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -4820650.500000 Penalty: 5251.296387
	Iteration 26Q: 3 clusters Score -4820650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -4820659.000000 Penalty: 5251.296387
	Iteration 27Q: 3 clusters Score -4820659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -4820661.000000 Penalty: 5251.296387
	Iteration 28Q: 3 clusters Score -4820661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -4820666.000000 Penalty: 5251.296387
	Iteration 29Q: 3 clusters Score -4820666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -4820672.000000 Penalty: 5251.296387
	Iteration 30Q: 3 clusters Score -4820672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -4820680.500000 Penalty: 5251.296387
	Iteration 31Q: 3 clusters Score -4820680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -4820687.500000 Penalty: 5251.296387
	Iteration 32Q: 3 clusters Score -4820688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -4820683.000000 Penalty: 5251.296387
	Iteration 33Q: 3 clusters Score -4820683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -4820685.500000 Penalty: 5251.296387
	Iteration 34Q: 3 clusters Score -4820686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -4820690.500000 Penalty: 5251.296387
	Iteration 35Q: 3 clusters Score -4820690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -4820689.500000 Penalty: 5251.296387
	Iteration 36Q: 3 clusters Score -4820690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -4820689.500000 Penalty: 5251.296387
	Iteration 37Q: 3 clusters Score -4820690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -4820689.000000 Penalty: 5251.296387
	Iteration 38Q: 3 clusters Score -4820689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -4820689.000000 Penalty: 5251.296387
	Iteration 39F: 3 clusters Score -4820689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (106588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106588 members 
Entering Unmasked Estep 
Score: -13514346.000000 Penalty: 2871.028076
	Iteration 0F: 2 clusters Score -1.351435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -13442947.000000 Penalty: 5742.056152
	Iteration 0F: 3 clusters Score -1.344295e+07 nChanged 50423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -13471568.000000 Penalty: 5742.056152
	Iteration 1F: 3 clusters Score -1.347157e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -13472351.000000 Penalty: 5742.056152
	Iteration 2Q: 3 clusters Score -1.347235e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -13473202.000000 Penalty: 5742.056152
	Iteration 3Q: 3 clusters Score -1.34732e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -13474449.000000 Penalty: 5742.056152
	Iteration 4Q: 3 clusters Score -1.347445e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -13476630.000000 Penalty: 5742.056152
	Iteration 5Q: 3 clusters Score -1.347663e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -13480178.000000 Penalty: 5742.056152
	Iteration 6F: 3 clusters Score -1.348018e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -13485676.000000 Penalty: 5742.056152
	Iteration 7F: 3 clusters Score -1.348568e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -13492379.000000 Penalty: 5742.056152
	Iteration 8F: 3 clusters Score -1.349238e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 89477 members 
Entering Unmasked Estep 
Score: -13498940.000000 Penalty: 5742.056152
	Iteration 9F: 3 clusters Score -1.349894e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -13503894.000000 Penalty: 5742.056152
	Iteration 10F: 3 clusters Score -1.350389e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 99101 members 
Entering Unmasked Estep 
Score: -13506971.000000 Penalty: 5742.056152
	Iteration 11Q: 3 clusters Score -1.350697e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 101691 members 
Entering Unmasked Estep 
Score: -13508967.000000 Penalty: 5742.056152
	Iteration 12Q: 3 clusters Score -1.350897e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 103352 members 
Entering Unmasked Estep 
Score: -13510161.000000 Penalty: 5742.056152
	Iteration 13Q: 3 clusters Score -1.351016e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 104395 members 
Entering Unmasked Estep 
Score: -13510936.000000 Penalty: 5742.056152
	Iteration 14Q: 3 clusters Score -1.351094e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -13511321.000000 Penalty: 5742.056152
	Iteration 15Q: 3 clusters Score -1.351132e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -13511538.000000 Penalty: 5742.056152
	Iteration 16Q: 3 clusters Score -1.351154e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -13511645.000000 Penalty: 5742.056152
	Iteration 17Q: 3 clusters Score -1.351164e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 105597 members 
Entering Unmasked Estep 
Score: -13511699.000000 Penalty: 5742.056152
	Iteration 18Q: 3 clusters Score -1.35117e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 105684 members 
Entering Unmasked Estep 
Score: -13511792.000000 Penalty: 5742.056152
	Iteration 19Q: 3 clusters Score -1.351179e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 105743 members 
Entering Unmasked Estep 
Score: -13511825.000000 Penalty: 5742.056152
	Iteration 20F: 3 clusters Score -1.351182e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 105780 members 
Entering Unmasked Estep 
Score: -13511846.000000 Penalty: 5742.056152
	Iteration 21Q: 3 clusters Score -1.351185e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 105808 members 
Entering Unmasked Estep 
Score: -13511866.000000 Penalty: 5742.056152
	Iteration 22Q: 3 clusters Score -1.351187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
Score: -13511892.000000 Penalty: 5742.056152
	Iteration 23Q: 3 clusters Score -1.351189e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 105852 members 
Entering Unmasked Estep 
Score: -13511921.000000 Penalty: 5742.056152
	Iteration 24Q: 3 clusters Score -1.351192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 105862 members 
Entering Unmasked Estep 
Score: -13511942.000000 Penalty: 5742.056152
	Iteration 25Q: 3 clusters Score -1.351194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -13511942.000000 Penalty: 5742.056152
	Iteration 26Q: 3 clusters Score -1.351194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 105882 members 
Entering Unmasked Estep 
Score: -13511942.000000 Penalty: 5742.056152
	Iteration 27Q: 3 clusters Score -1.351194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -13511958.000000 Penalty: 5742.056152
	Iteration 28Q: 3 clusters Score -1.351196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 105893 members 
Entering Unmasked Estep 
Score: -13511955.000000 Penalty: 5742.056152
	Iteration 29Q: 3 clusters Score -1.351196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -13511956.000000 Penalty: 5742.056152
	Iteration 30Q: 3 clusters Score -1.351196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 105906 members 
Entering Unmasked Estep 
Score: -13511971.000000 Penalty: 5742.056152
	Iteration 31Q: 3 clusters Score -1.351197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -13511965.000000 Penalty: 5742.056152
	Iteration 32Q: 3 clusters Score -1.351196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -13511966.000000 Penalty: 5742.056152
	Iteration 33Q: 3 clusters Score -1.351197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 105911 members 
Entering Unmasked Estep 
Score: -13511967.000000 Penalty: 5742.056152
	Iteration 34Q: 3 clusters Score -1.351197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 105910 members 
Entering Unmasked Estep 
Score: -13511967.000000 Penalty: 5742.056152
	Iteration 35Q: 3 clusters Score -1.351197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 105911 members 
Entering Unmasked Estep 
Score: -13511970.000000 Penalty: 5742.056152
	Iteration 36Q: 3 clusters Score -1.351197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -13511980.000000 Penalty: 5742.056152
	Iteration 37Q: 3 clusters Score -1.351198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -13511980.000000 Penalty: 5742.056152
	Iteration 38F: 3 clusters Score -1.351198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -276610.218750 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -276610.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -273789.562500 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -273789.6 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -274546.437500 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -274546.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -274986.750000 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -274986.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -275426.343750 Penalty: 3852.142822
	Iteration 3F: 3 clusters Score -275426.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -275896.000000 Penalty: 3852.142822
	Iteration 4F: 3 clusters Score -275896 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -276423.687500 Penalty: 3852.142822
	Iteration 5F: 3 clusters Score -276423.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -276793.437500 Penalty: 3852.142822
	Iteration 6F: 3 clusters Score -276793.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -277109.531250 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -277109.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -277281.125000 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -277281.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -277333.468750 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -277333.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -277353.531250 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -277353.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -277359.812500 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -277359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -277360.937500 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -277360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -277362.875000 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -277362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -277363.843750 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -277363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -277365.750000 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -277365.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -277370.218750 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -277370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -277372.656250 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -277372.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -277375.750000 Penalty: 3852.142822
	Iteration 18Q: 3 clusters Score -277375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -277378.625000 Penalty: 3852.142822
	Iteration 19Q: 3 clusters Score -277378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -277380.937500 Penalty: 3852.142822
	Iteration 20F: 3 clusters Score -277380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -277383.406250 Penalty: 3852.142822
	Iteration 21Q: 3 clusters Score -277383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -277384.250000 Penalty: 3852.142822
	Iteration 22Q: 3 clusters Score -277384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -277384.250000 Penalty: 3852.142822
	Iteration 23F: 3 clusters Score -277384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284198 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43854 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39628 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 733 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77958 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152842 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 1627 members 
Entering Unmasked Estep 
Score: -157742768.000000 Penalty: 111509.140625
Splitting cluster 17 changes total score from -157743408.000000 to -157742768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Entering Unmasked Estep 
Score: -1140668.125000 Penalty: 2263.755127
	Iteration 0F: 2 clusters Score -1140668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1133473.375000 Penalty: 4527.510254
	Iteration 0F: 3 clusters Score -1133473 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1135424.125000 Penalty: 4527.510254
	Iteration 1F: 3 clusters Score -1135424 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1135727.000000 Penalty: 4527.510254
	Iteration 2F: 3 clusters Score -1135727 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1135960.750000 Penalty: 4527.510254
	Iteration 3F: 3 clusters Score -1135961 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1136142.375000 Penalty: 4527.510254
	Iteration 4Q: 3 clusters Score -1136142 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1136305.125000 Penalty: 4527.510254
	Iteration 5Q: 3 clusters Score -1136305 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1136456.250000 Penalty: 4527.510254
	Iteration 6Q: 3 clusters Score -1136456 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1136582.000000 Penalty: 4527.510254
	Iteration 7Q: 3 clusters Score -1136582 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1136712.500000 Penalty: 4527.510254
	Iteration 8Q: 3 clusters Score -1136712 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1136855.500000 Penalty: 4527.510254
	Iteration 9Q: 3 clusters Score -1136856 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1137027.250000 Penalty: 4527.510254
	Iteration 10Q: 3 clusters Score -1137027 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1137187.500000 Penalty: 4527.510254
	Iteration 11Q: 3 clusters Score -1137188 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1137333.125000 Penalty: 4527.510254
	Iteration 12Q: 3 clusters Score -1137333 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1137477.375000 Penalty: 4527.510254
	Iteration 13Q: 3 clusters Score -1137477 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1137619.875000 Penalty: 4527.510254
	Iteration 14Q: 3 clusters Score -1137620 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1137763.875000 Penalty: 4527.510254
	Iteration 15Q: 3 clusters Score -1137764 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1137888.375000 Penalty: 4527.510254
	Iteration 16Q: 3 clusters Score -1137888 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1138017.000000 Penalty: 4527.510254
	Iteration 17Q: 3 clusters Score -1138017 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1138133.625000 Penalty: 4527.510254
	Iteration 18Q: 3 clusters Score -1138134 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1138251.375000 Penalty: 4527.510254
	Iteration 19Q: 3 clusters Score -1138251 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1138342.500000 Penalty: 4527.510254
	Iteration 20F: 3 clusters Score -1138342 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1138419.000000 Penalty: 4527.510254
	Iteration 21Q: 3 clusters Score -1138419 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1138502.000000 Penalty: 4527.510254
	Iteration 22Q: 3 clusters Score -1138502 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1138588.250000 Penalty: 4527.510254
	Iteration 23Q: 3 clusters Score -1138588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1138640.125000 Penalty: 4527.510254
	Iteration 24Q: 3 clusters Score -1138640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1138693.375000 Penalty: 4527.510254
	Iteration 25Q: 3 clusters Score -1138693 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1138745.125000 Penalty: 4527.510254
	Iteration 26Q: 3 clusters Score -1138745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1138786.000000 Penalty: 4527.510254
	Iteration 27Q: 3 clusters Score -1138786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1138827.375000 Penalty: 4527.510254
	Iteration 28Q: 3 clusters Score -1138827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1138845.500000 Penalty: 4527.510254
	Iteration 29Q: 3 clusters Score -1138846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1138863.000000 Penalty: 4527.510254
	Iteration 30Q: 3 clusters Score -1138863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1138874.000000 Penalty: 4527.510254
	Iteration 31Q: 3 clusters Score -1138874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1138879.375000 Penalty: 4527.510254
	Iteration 32Q: 3 clusters Score -1138879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1138887.000000 Penalty: 4527.510254
	Iteration 33Q: 3 clusters Score -1138887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1138895.125000 Penalty: 4527.510254
	Iteration 34Q: 3 clusters Score -1138895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1138911.375000 Penalty: 4527.510254
	Iteration 35Q: 3 clusters Score -1138911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1138917.250000 Penalty: 4527.510254
	Iteration 36Q: 3 clusters Score -1138917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1138926.250000 Penalty: 4527.510254
	Iteration 37Q: 3 clusters Score -1138926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1138934.875000 Penalty: 4527.510254
	Iteration 38Q: 3 clusters Score -1138935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1138944.375000 Penalty: 4527.510254
	Iteration 39Q: 3 clusters Score -1138944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1138961.250000 Penalty: 4527.510254
	Iteration 40F: 3 clusters Score -1138961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1138973.625000 Penalty: 4527.510254
	Iteration 41Q: 3 clusters Score -1138974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1138994.625000 Penalty: 4527.510254
	Iteration 42Q: 3 clusters Score -1138995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1139002.250000 Penalty: 4527.510254
	Iteration 43Q: 3 clusters Score -1139002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1139008.000000 Penalty: 4527.510254
	Iteration 44Q: 3 clusters Score -1139008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1139008.375000 Penalty: 4527.510254
	Iteration 45Q: 3 clusters Score -1139008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1139010.375000 Penalty: 4527.510254
	Iteration 46Q: 3 clusters Score -1139010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1139009.625000 Penalty: 4527.510254
	Iteration 47Q: 3 clusters Score -1139010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1139009.250000 Penalty: 4527.510254
	Iteration 48Q: 3 clusters Score -1139009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1139012.000000 Penalty: 4527.510254
	Iteration 49Q: 3 clusters Score -1139012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1139010.750000 Penalty: 4527.510254
	Iteration 50Q: 3 clusters Score -1139011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1139010.125000 Penalty: 4527.510254
	Iteration 51Q: 3 clusters Score -1139010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1139010.125000 Penalty: 4527.510254
	Iteration 52F: 3 clusters Score -1139010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Entering Unmasked Estep 
Score: -7011059.500000 Penalty: 2701.802734
	Iteration 0F: 2 clusters Score -7011060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -6974891.500000 Penalty: 5403.605469
	Iteration 0F: 3 clusters Score -6974892 nChanged 24970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -6988837.000000 Penalty: 5403.605469
	Iteration 1F: 3 clusters Score -6988837 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -6989745.500000 Penalty: 5403.605469
	Iteration 2Q: 3 clusters Score -6989746 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -6990919.500000 Penalty: 5403.605469
	Iteration 3F: 3 clusters Score -6990920 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -6992644.000000 Penalty: 5403.605469
	Iteration 4F: 3 clusters Score -6992644 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -6995106.500000 Penalty: 5403.605469
	Iteration 5F: 3 clusters Score -6995106 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -6998145.500000 Penalty: 5403.605469
	Iteration 6F: 3 clusters Score -6998146 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -7000954.000000 Penalty: 5403.605469
	Iteration 7F: 3 clusters Score -7000954 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -7003102.500000 Penalty: 5403.605469
	Iteration 8F: 3 clusters Score -7003102 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -7004587.000000 Penalty: 5403.605469
	Iteration 9Q: 3 clusters Score -7004587 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -7005694.000000 Penalty: 5403.605469
	Iteration 10Q: 3 clusters Score -7005694 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -7006551.000000 Penalty: 5403.605469
	Iteration 11Q: 3 clusters Score -7006551 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7007243.000000 Penalty: 5403.605469
	Iteration 12Q: 3 clusters Score -7007243 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7007811.000000 Penalty: 5403.605469
	Iteration 13Q: 3 clusters Score -7007811 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7008220.000000 Penalty: 5403.605469
	Iteration 14Q: 3 clusters Score -7008220 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7008486.500000 Penalty: 5403.605469
	Iteration 15Q: 3 clusters Score -7008486 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7008669.000000 Penalty: 5403.605469
	Iteration 16Q: 3 clusters Score -7008669 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7008772.500000 Penalty: 5403.605469
	Iteration 17Q: 3 clusters Score -7008772 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7008846.000000 Penalty: 5403.605469
	Iteration 18Q: 3 clusters Score -7008846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7008912.000000 Penalty: 5403.605469
	Iteration 19Q: 3 clusters Score -7008912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7008947.500000 Penalty: 5403.605469
	Iteration 20F: 3 clusters Score -7008948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7009015.500000 Penalty: 5403.605469
	Iteration 21Q: 3 clusters Score -7009016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7009065.000000 Penalty: 5403.605469
	Iteration 22Q: 3 clusters Score -7009065 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7009120.000000 Penalty: 5403.605469
	Iteration 23Q: 3 clusters Score -7009120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7009172.000000 Penalty: 5403.605469
	Iteration 24Q: 3 clusters Score -7009172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7009191.500000 Penalty: 5403.605469
	Iteration 25Q: 3 clusters Score -7009192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7009209.000000 Penalty: 5403.605469
	Iteration 26Q: 3 clusters Score -7009209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7009226.500000 Penalty: 5403.605469
	Iteration 27Q: 3 clusters Score -7009226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7009228.500000 Penalty: 5403.605469
	Iteration 28Q: 3 clusters Score -7009228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7009236.500000 Penalty: 5403.605469
	Iteration 29Q: 3 clusters Score -7009236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7009245.000000 Penalty: 5403.605469
	Iteration 30Q: 3 clusters Score -7009245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7009260.000000 Penalty: 5403.605469
	Iteration 31Q: 3 clusters Score -7009260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7009262.000000 Penalty: 5403.605469
	Iteration 32Q: 3 clusters Score -7009262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7009272.000000 Penalty: 5403.605469
	Iteration 33Q: 3 clusters Score -7009272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7009272.500000 Penalty: 5403.605469
	Iteration 34Q: 3 clusters Score -7009272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7009271.500000 Penalty: 5403.605469
	Iteration 35Q: 3 clusters Score -7009272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7009277.000000 Penalty: 5403.605469
	Iteration 36Q: 3 clusters Score -7009277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7009282.500000 Penalty: 5403.605469
	Iteration 37Q: 3 clusters Score -7009282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7009283.500000 Penalty: 5403.605469
	Iteration 38Q: 3 clusters Score -7009284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7009293.500000 Penalty: 5403.605469
	Iteration 39Q: 3 clusters Score -7009294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7009298.500000 Penalty: 5403.605469
	Iteration 40F: 3 clusters Score -7009298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7009299.000000 Penalty: 5403.605469
	Iteration 41Q: 3 clusters Score -7009299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7009298.500000 Penalty: 5403.605469
	Iteration 42Q: 3 clusters Score -7009298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7009299.500000 Penalty: 5403.605469
	Iteration 43Q: 3 clusters Score -7009300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7009301.000000 Penalty: 5403.605469
	Iteration 44Q: 3 clusters Score -7009301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7009306.500000 Penalty: 5403.605469
	Iteration 45Q: 3 clusters Score -7009306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7009299.500000 Penalty: 5403.605469
	Iteration 46Q: 3 clusters Score -7009300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7009299.500000 Penalty: 5403.605469
	Iteration 47F: 3 clusters Score -7009300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Entering Unmasked Estep 
Score: -1583017.875000 Penalty: 2330.637695
	Iteration 0F: 2 clusters Score -1583018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1573981.625000 Penalty: 4661.275391
	Iteration 0F: 3 clusters Score -1573982 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1576708.750000 Penalty: 4661.275391
	Iteration 1F: 3 clusters Score -1576709 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1577055.125000 Penalty: 4661.275391
	Iteration 2F: 3 clusters Score -1577055 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1577333.375000 Penalty: 4661.275391
	Iteration 3F: 3 clusters Score -1577333 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1577577.000000 Penalty: 4661.275391
	Iteration 4Q: 3 clusters Score -1577577 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1577862.375000 Penalty: 4661.275391
	Iteration 5Q: 3 clusters Score -1577862 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1578194.875000 Penalty: 4661.275391
	Iteration 6Q: 3 clusters Score -1578195 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1578629.875000 Penalty: 4661.275391
	Iteration 7F: 3 clusters Score -1578630 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1579155.500000 Penalty: 4661.275391
	Iteration 8F: 3 clusters Score -1579156 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1579660.625000 Penalty: 4661.275391
	Iteration 9F: 3 clusters Score -1579661 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1580096.250000 Penalty: 4661.275391
	Iteration 10Q: 3 clusters Score -1580096 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1580420.750000 Penalty: 4661.275391
	Iteration 11Q: 3 clusters Score -1580421 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1580651.000000 Penalty: 4661.275391
	Iteration 12Q: 3 clusters Score -1580651 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1580796.875000 Penalty: 4661.275391
	Iteration 13Q: 3 clusters Score -1580797 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1580876.625000 Penalty: 4661.275391
	Iteration 14Q: 3 clusters Score -1580877 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1580927.625000 Penalty: 4661.275391
	Iteration 15Q: 3 clusters Score -1580928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1580960.375000 Penalty: 4661.275391
	Iteration 16Q: 3 clusters Score -1580960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1580987.125000 Penalty: 4661.275391
	Iteration 17Q: 3 clusters Score -1580987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1581007.500000 Penalty: 4661.275391
	Iteration 18Q: 3 clusters Score -1581008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1581021.500000 Penalty: 4661.275391
	Iteration 19Q: 3 clusters Score -1581022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1581036.750000 Penalty: 4661.275391
	Iteration 20F: 3 clusters Score -1581037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1581048.000000 Penalty: 4661.275391
	Iteration 21Q: 3 clusters Score -1581048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1581060.625000 Penalty: 4661.275391
	Iteration 22Q: 3 clusters Score -1581061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1581073.750000 Penalty: 4661.275391
	Iteration 23Q: 3 clusters Score -1581074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1581090.250000 Penalty: 4661.275391
	Iteration 24Q: 3 clusters Score -1581090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1581099.250000 Penalty: 4661.275391
	Iteration 25Q: 3 clusters Score -1581099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1581103.750000 Penalty: 4661.275391
	Iteration 26Q: 3 clusters Score -1581104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1581110.750000 Penalty: 4661.275391
	Iteration 27Q: 3 clusters Score -1581111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1581112.375000 Penalty: 4661.275391
	Iteration 28Q: 3 clusters Score -1581112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1581114.500000 Penalty: 4661.275391
	Iteration 29Q: 3 clusters Score -1581114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1581117.750000 Penalty: 4661.275391
	Iteration 30Q: 3 clusters Score -1581118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1581116.375000 Penalty: 4661.275391
	Iteration 31Q: 3 clusters Score -1581116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1581116.250000 Penalty: 4661.275391
	Iteration 32Q: 3 clusters Score -1581116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1581120.500000 Penalty: 4661.275391
	Iteration 33Q: 3 clusters Score -1581120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1581119.625000 Penalty: 4661.275391
	Iteration 34Q: 3 clusters Score -1581120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1581123.500000 Penalty: 4661.275391
	Iteration 35Q: 3 clusters Score -1581124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1581126.875000 Penalty: 4661.275391
	Iteration 36Q: 3 clusters Score -1581127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1581128.000000 Penalty: 4661.275391
	Iteration 37Q: 3 clusters Score -1581128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1581129.375000 Penalty: 4661.275391
	Iteration 38Q: 3 clusters Score -1581129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1581135.500000 Penalty: 4661.275391
	Iteration 39Q: 3 clusters Score -1581136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1581137.375000 Penalty: 4661.275391
	Iteration 40F: 3 clusters Score -1581137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1581139.875000 Penalty: 4661.275391
	Iteration 41Q: 3 clusters Score -1581140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1581141.250000 Penalty: 4661.275391
	Iteration 42Q: 3 clusters Score -1581141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1581142.875000 Penalty: 4661.275391
	Iteration 43Q: 3 clusters Score -1581143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1581143.000000 Penalty: 4661.275391
	Iteration 44Q: 3 clusters Score -1581143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1581143.250000 Penalty: 4661.275391
	Iteration 45Q: 3 clusters Score -1581143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1581143.250000 Penalty: 4661.275391
	Iteration 46F: 3 clusters Score -1581143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Entering Unmasked Estep 
Score: -5950030.000000 Penalty: 2661.697266
	Iteration 0F: 2 clusters Score -5950030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -5919264.500000 Penalty: 5323.394531
	Iteration 0F: 3 clusters Score -5919264 nChanged 20965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -5930644.500000 Penalty: 5323.394531
	Iteration 1F: 3 clusters Score -5930644 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5931250.500000 Penalty: 5323.394531
	Iteration 2Q: 3 clusters Score -5931250 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -5932010.000000 Penalty: 5323.394531
	Iteration 3Q: 3 clusters Score -5932010 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -5933131.500000 Penalty: 5323.394531
	Iteration 4F: 3 clusters Score -5933132 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -5934921.500000 Penalty: 5323.394531
	Iteration 5F: 3 clusters Score -5934922 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -5937679.000000 Penalty: 5323.394531
	Iteration 6F: 3 clusters Score -5937679 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -5941286.000000 Penalty: 5323.394531
	Iteration 7F: 3 clusters Score -5941286 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5944533.500000 Penalty: 5323.394531
	Iteration 8F: 3 clusters Score -5944534 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5946399.000000 Penalty: 5323.394531
	Iteration 9Q: 3 clusters Score -5946399 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5947143.500000 Penalty: 5323.394531
	Iteration 10Q: 3 clusters Score -5947144 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5947434.000000 Penalty: 5323.394531
	Iteration 11Q: 3 clusters Score -5947434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5947551.500000 Penalty: 5323.394531
	Iteration 12Q: 3 clusters Score -5947552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5947614.500000 Penalty: 5323.394531
	Iteration 13Q: 3 clusters Score -5947614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5947660.000000 Penalty: 5323.394531
	Iteration 14Q: 3 clusters Score -5947660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5947682.500000 Penalty: 5323.394531
	Iteration 15Q: 3 clusters Score -5947682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5947693.500000 Penalty: 5323.394531
	Iteration 16Q: 3 clusters Score -5947694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5947691.500000 Penalty: 5323.394531
	Iteration 17Q: 3 clusters Score -5947692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5947693.500000 Penalty: 5323.394531
	Iteration 18Q: 3 clusters Score -5947694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5947693.500000 Penalty: 5323.394531
	Iteration 19F: 3 clusters Score -5947694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Entering Unmasked Estep 
Score: -1816455.375000 Penalty: 2387.694336
	Iteration 0F: 2 clusters Score -1816455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1805527.000000 Penalty: 4775.388672
	Iteration 0F: 3 clusters Score -1805527 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1809122.500000 Penalty: 4775.388672
	Iteration 1F: 3 clusters Score -1809122 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1809621.875000 Penalty: 4775.388672
	Iteration 2F: 3 clusters Score -1809622 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1810057.250000 Penalty: 4775.388672
	Iteration 3F: 3 clusters Score -1810057 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1810401.000000 Penalty: 4775.388672
	Iteration 4Q: 3 clusters Score -1810401 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1810692 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1810950 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1811194 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1811438 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1811655 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1811878 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1812141.875000 Penalty: 4775.388672
	Iteration 11Q: 3 clusters Score -1812142 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1812448 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1812749 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1813063.000000 Penalty: 4775.388672
	Iteration 14Q: 3 clusters Score -1813063 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1813338.250000 Penalty: 4775.388672
	Iteration 15Q: 3 clusters Score -1813338 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1813528.875000 Penalty: 4775.388672
	Iteration 16Q: 3 clusters Score -1813529 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1813634.000000 Penalty: 4775.388672
	Iteration 17Q: 3 clusters Score -1813634 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1813693.250000 Penalty: 4775.388672
	Iteration 18Q: 3 clusters Score -1813693 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1813740.625000 Penalty: 4775.388672
	Iteration 19Q: 3 clusters Score -1813741 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1813764.000000 Penalty: 4775.388672
	Iteration 20F: 3 clusters Score -1813764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1813783.250000 Penalty: 4775.388672
	Iteration 21Q: 3 clusters Score -1813783 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1813803.625000 Penalty: 4775.388672
	Iteration 22Q: 3 clusters Score -1813804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1813812.875000 Penalty: 4775.388672
	Iteration 23Q: 3 clusters Score -1813813 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1813829.500000 Penalty: 4775.388672
	Iteration 24Q: 3 clusters Score -1813830 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1813843.375000 Penalty: 4775.388672
	Iteration 25Q: 3 clusters Score -1813843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1813851.000000 Penalty: 4775.388672
	Iteration 26Q: 3 clusters Score -1813851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1813864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1813866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1813870.625000 Penalty: 4775.388672
	Iteration 29Q: 3 clusters Score -1813871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1813879.500000 Penalty: 4775.388672
	Iteration 30Q: 3 clusters Score -1813880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1813880.875000 Penalty: 4775.388672
	Iteration 31Q: 3 clusters Score -1813881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1813889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1813894.125000 Penalty: 4775.388672
	Iteration 33Q: 3 clusters Score -1813894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1813894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1813896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1813896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1813904.875000 Penalty: 4775.388672
	Iteration 37Q: 3 clusters Score -1813905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1813903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1813904.750000 Penalty: 4775.388672
	Iteration 39Q: 3 clusters Score -1813905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1813912.875000 Penalty: 4775.388672
	Iteration 40F: 3 clusters Score -1813913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1813914.125000 Penalty: 4775.388672
	Iteration 41Q: 3 clusters Score -1813914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1813919.500000 Penalty: 4775.388672
	Iteration 42Q: 3 clusters Score -1813920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1813921.625000 Penalty: 4775.388672
	Iteration 43Q: 3 clusters Score -1813922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1813926.125000 Penalty: 4775.388672
	Iteration 44Q: 3 clusters Score -1813926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1813926.125000 Penalty: 4775.388672
	Iteration 45Q: 3 clusters Score -1813926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1813933.375000 Penalty: 4775.388672
	Iteration 46Q: 3 clusters Score -1813933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1813933.125000 Penalty: 4775.388672
	Iteration 47Q: 3 clusters Score -1813933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1813932.000000 Penalty: 4775.388672
	Iteration 48Q: 3 clusters Score -1813932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1813930.000000 Penalty: 4775.388672
	Iteration 49Q: 3 clusters Score -1813930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1813933.250000 Penalty: 4775.388672
	Iteration 50Q: 3 clusters Score -1813933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1813937.875000 Penalty: 4775.388672
	Iteration 51Q: 3 clusters Score -1813938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1813941.875000 Penalty: 4775.388672
	Iteration 52Q: 3 clusters Score -1813942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1813945.375000 Penalty: 4775.388672
	Iteration 53Q: 3 clusters Score -1813945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1813943.250000 Penalty: 4775.388672
	Iteration 54Q: 3 clusters Score -1813943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1813941.250000 Penalty: 4775.388672
	Iteration 55Q: 3 clusters Score -1813941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1813945.375000 Penalty: 4775.388672
	Iteration 56Q: 3 clusters Score -1813945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1813946.875000 Penalty: 4775.388672
	Iteration 57Q: 3 clusters Score -1813947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1813947.750000 Penalty: 4775.388672
	Iteration 58Q: 3 clusters Score -1813948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1813946.000000 Penalty: 4775.388672
	Iteration 59Q: 3 clusters Score -1813946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1813947.875000 Penalty: 4775.388672
	Iteration 60F: 3 clusters Score -1813948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1813950.875000 Penalty: 4775.388672
	Iteration 61Q: 3 clusters Score -1813951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1813954.500000 Penalty: 4775.388672
	Iteration 62Q: 3 clusters Score -1813954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1813954.625000 Penalty: 4775.388672
	Iteration 63Q: 3 clusters Score -1813955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1813962.250000 Penalty: 4775.388672
	Iteration 64Q: 3 clusters Score -1813962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1813962.250000 Penalty: 4775.388672
	Iteration 65Q: 3 clusters Score -1813962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1813959.375000 Penalty: 4775.388672
	Iteration 66Q: 3 clusters Score -1813959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1813958.500000 Penalty: 4775.388672
	Iteration 67Q: 3 clusters Score -1813958 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1813960.625000 Penalty: 4775.388672
	Iteration 68Q: 3 clusters Score -1813961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1813961.000000 Penalty: 4775.388672
	Iteration 69Q: 3 clusters Score -1813961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1813962.500000 Penalty: 4775.388672
	Iteration 70Q: 3 clusters Score -1813962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1813965.250000 Penalty: 4775.388672
	Iteration 71Q: 3 clusters Score -1813965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1813963.250000 Penalty: 4775.388672
	Iteration 72Q: 3 clusters Score -1813963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1813972.750000 Penalty: 4775.388672
	Iteration 73Q: 3 clusters Score -1813973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1813970.125000 Penalty: 4775.388672
	Iteration 74Q: 3 clusters Score -1813970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1813971.125000 Penalty: 4775.388672
	Iteration 75Q: 3 clusters Score -1813971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1813969.500000 Penalty: 4775.388672
	Iteration 76Q: 3 clusters Score -1813970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1813968.875000 Penalty: 4775.388672
	Iteration 77Q: 3 clusters Score -1813969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1813969.250000 Penalty: 4775.388672
	Iteration 78Q: 3 clusters Score -1813969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1813968.250000 Penalty: 4775.388672
	Iteration 79Q: 3 clusters Score -1813968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1813969.000000 Penalty: 4775.388672
	Iteration 80F: 3 clusters Score -1813969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1813970.250000 Penalty: 4775.388672
	Iteration 81Q: 3 clusters Score -1813970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1813971.625000 Penalty: 4775.388672
	Iteration 82Q: 3 clusters Score -1813972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1813974.125000 Penalty: 4775.388672
	Iteration 83Q: 3 clusters Score -1813974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1813981.375000 Penalty: 4775.388672
	Iteration 84Q: 3 clusters Score -1813981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1813977.375000 Penalty: 4775.388672
	Iteration 85Q: 3 clusters Score -1813977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1813978.250000 Penalty: 4775.388672
	Iteration 86Q: 3 clusters Score -1813978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1813980.250000 Penalty: 4775.388672
	Iteration 87Q: 3 clusters Score -1813980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1813978.500000 Penalty: 4775.388672
	Iteration 88Q: 3 clusters Score -1813978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1813979.125000 Penalty: 4775.388672
	Iteration 89Q: 3 clusters Score -1813979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1813980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1813979.750000 Penalty: 4775.388672
	Iteration 91F: 3 clusters Score -1813980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73608 members 
Entering Unmasked Estep 
Score: -9420863.000000 Penalty: 2779.214111
	Iteration 0F: 2 clusters Score -9420863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -9371655.000000 Penalty: 5558.428223
	Iteration 0F: 3 clusters Score -9371655 nChanged 34504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -9390705.000000 Penalty: 5558.428223
	Iteration 1F: 3 clusters Score -9390705 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -9391322.000000 Penalty: 5558.428223
	Iteration 2Q: 3 clusters Score -9391322 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9392061 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -9392947.000000 Penalty: 5558.428223
	Iteration 4Q: 3 clusters Score -9392947 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -9394414.000000 Penalty: 5558.428223
	Iteration 5Q: 3 clusters Score -9394414 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -9396657.000000 Penalty: 5558.428223
	Iteration 6F: 3 clusters Score -9396657 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -9399744.000000 Penalty: 5558.428223
	Iteration 7F: 3 clusters Score -9399744 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -9403764.000000 Penalty: 5558.428223
	Iteration 8F: 3 clusters Score -9403764 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -9408012.000000 Penalty: 5558.428223
	Iteration 9F: 3 clusters Score -9408012 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -9412019.000000 Penalty: 5558.428223
	Iteration 10F: 3 clusters Score -9412019 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -9414906.000000 Penalty: 5558.428223
	Iteration 11Q: 3 clusters Score -9414906 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -9416584.000000 Penalty: 5558.428223
	Iteration 12Q: 3 clusters Score -9416584 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -9417481.000000 Penalty: 5558.428223
	Iteration 13Q: 3 clusters Score -9417481 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -9417891.000000 Penalty: 5558.428223
	Iteration 14Q: 3 clusters Score -9417891 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 72862 members 
Entering Unmasked Estep 
Score: -9418114.000000 Penalty: 5558.428223
	Iteration 15Q: 3 clusters Score -9418114 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -9418247.000000 Penalty: 5558.428223
	Iteration 16Q: 3 clusters Score -9418247 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -9418338.000000 Penalty: 5558.428223
	Iteration 17Q: 3 clusters Score -9418338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -9418376.000000 Penalty: 5558.428223
	Iteration 18Q: 3 clusters Score -9418376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -9418406.000000 Penalty: 5558.428223
	Iteration 19Q: 3 clusters Score -9418406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -9418434.000000 Penalty: 5558.428223
	Iteration 20F: 3 clusters Score -9418434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -9418472.000000 Penalty: 5558.428223
	Iteration 21Q: 3 clusters Score -9418472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -9418491.000000 Penalty: 5558.428223
	Iteration 22Q: 3 clusters Score -9418491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 73202 members 
Entering Unmasked Estep 
Score: -9418492.000000 Penalty: 5558.428223
	Iteration 23Q: 3 clusters Score -9418492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -9418488.000000 Penalty: 5558.428223
	Iteration 24Q: 3 clusters Score -9418488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -9418499.000000 Penalty: 5558.428223
	Iteration 25Q: 3 clusters Score -9418499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -9418504.000000 Penalty: 5558.428223
	Iteration 26Q: 3 clusters Score -9418504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -9418510.000000 Penalty: 5558.428223
	Iteration 27Q: 3 clusters Score -9418510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 73227 members 
Entering Unmasked Estep 
Score: -9418508.000000 Penalty: 5558.428223
	Iteration 28Q: 3 clusters Score -9418508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -9418508.000000 Penalty: 5558.428223
	Iteration 29Q: 3 clusters Score -9418508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 73232 members 
Entering Unmasked Estep 
Score: -9418514.000000 Penalty: 5558.428223
	Iteration 30Q: 3 clusters Score -9418514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -9418526.000000 Penalty: 5558.428223
	Iteration 31Q: 3 clusters Score -9418526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -9418529.000000 Penalty: 5558.428223
	Iteration 32Q: 3 clusters Score -9418529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -9418530.000000 Penalty: 5558.428223
	Iteration 33Q: 3 clusters Score -9418530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -9418530.000000 Penalty: 5558.428223
	Iteration 34F: 3 clusters Score -9418530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -455394.812500 Penalty: 2037.120239
	Iteration 0F: 2 clusters Score -455394.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -451733.593750 Penalty: 4074.240479
	Iteration 0F: 3 clusters Score -451733.6 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -452546.468750 Penalty: 4074.240479
	Iteration 1F: 3 clusters Score -452546.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -452799.031250 Penalty: 4074.240479
	Iteration 2F: 3 clusters Score -452799 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -452963.343750 Penalty: 4074.240479
	Iteration 3F: 3 clusters Score -452963.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -453106.562500 Penalty: 4074.240479
	Iteration 4Q: 3 clusters Score -453106.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -453216.156250 Penalty: 4074.240479
	Iteration 5Q: 3 clusters Score -453216.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -453317.187500 Penalty: 4074.240479
	Iteration 6Q: 3 clusters Score -453317.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -453402.875000 Penalty: 4074.240479
	Iteration 7Q: 3 clusters Score -453402.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -453474.031250 Penalty: 4074.240479
	Iteration 8Q: 3 clusters Score -453474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -453536.656250 Penalty: 4074.240479
	Iteration 9Q: 3 clusters Score -453536.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -453584.500000 Penalty: 4074.240479
	Iteration 10Q: 3 clusters Score -453584.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -453625.281250 Penalty: 4074.240479
	Iteration 11Q: 3 clusters Score -453625.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -453658.906250 Penalty: 4074.240479
	Iteration 12Q: 3 clusters Score -453658.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -453682.562500 Penalty: 4074.240479
	Iteration 13Q: 3 clusters Score -453682.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -453699.968750 Penalty: 4074.240479
	Iteration 14Q: 3 clusters Score -453700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -453720.093750 Penalty: 4074.240479
	Iteration 15Q: 3 clusters Score -453720.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -453740.093750 Penalty: 4074.240479
	Iteration 16Q: 3 clusters Score -453740.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -453755.906250 Penalty: 4074.240479
	Iteration 17Q: 3 clusters Score -453755.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -453771.718750 Penalty: 4074.240479
	Iteration 18Q: 3 clusters Score -453771.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -453789.468750 Penalty: 4074.240479
	Iteration 19Q: 3 clusters Score -453789.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -453810.125000 Penalty: 4074.240479
	Iteration 20F: 3 clusters Score -453810.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -453825.000000 Penalty: 4074.240479
	Iteration 21Q: 3 clusters Score -453825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -453837.281250 Penalty: 4074.240479
	Iteration 22Q: 3 clusters Score -453837.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -453848.218750 Penalty: 4074.240479
	Iteration 23Q: 3 clusters Score -453848.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -453857.937500 Penalty: 4074.240479
	Iteration 24Q: 3 clusters Score -453857.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -453870.500000 Penalty: 4074.240479
	Iteration 25Q: 3 clusters Score -453870.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -453880.750000 Penalty: 4074.240479
	Iteration 26Q: 3 clusters Score -453880.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -453886.250000 Penalty: 4074.240479
	Iteration 27Q: 3 clusters Score -453886.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -453891.625000 Penalty: 4074.240479
	Iteration 28Q: 3 clusters Score -453891.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -453896.375000 Penalty: 4074.240479
	Iteration 29Q: 3 clusters Score -453896.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -453906.843750 Penalty: 4074.240479
	Iteration 30Q: 3 clusters Score -453906.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -453919.531250 Penalty: 4074.240479
	Iteration 31Q: 3 clusters Score -453919.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -453927.718750 Penalty: 4074.240479
	Iteration 32Q: 3 clusters Score -453927.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -453931.656250 Penalty: 4074.240479
	Iteration 33Q: 3 clusters Score -453931.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -453936.281250 Penalty: 4074.240479
	Iteration 34Q: 3 clusters Score -453936.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -453938.281250 Penalty: 4074.240479
	Iteration 35Q: 3 clusters Score -453938.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -453940.000000 Penalty: 4074.240479
	Iteration 36Q: 3 clusters Score -453940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -453940.937500 Penalty: 4074.240479
	Iteration 37Q: 3 clusters Score -453940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -453941.687500 Penalty: 4074.240479
	Iteration 38Q: 3 clusters Score -453941.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -453943.187500 Penalty: 4074.240479
	Iteration 39Q: 3 clusters Score -453943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -453943.875000 Penalty: 4074.240479
	Iteration 40F: 3 clusters Score -453943.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -453944.656250 Penalty: 4074.240479
	Iteration 41Q: 3 clusters Score -453944.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -453944.656250 Penalty: 4074.240479
	Iteration 42F: 3 clusters Score -453944.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Entering Unmasked Estep 
Score: -1141971.500000 Penalty: 2270.633057
	Iteration 0F: 2 clusters Score -1141972 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 4698 members 
Entering Unmasked Estep 
Score: -1134667.625000 Penalty: 4541.266113
	Iteration 0F: 3 clusters Score -1134668 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1136817.875000 Penalty: 4541.266113
	Iteration 1F: 3 clusters Score -1136818 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1137152.375000 Penalty: 4541.266113
	Iteration 2F: 3 clusters Score -1137152 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1137388.375000 Penalty: 4541.266113
	Iteration 3F: 3 clusters Score -1137388 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1137606.875000 Penalty: 4541.266113
	Iteration 4Q: 3 clusters Score -1137607 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1137863.500000 Penalty: 4541.266113
	Iteration 5Q: 3 clusters Score -1137864 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1138128.125000 Penalty: 4541.266113
	Iteration 6Q: 3 clusters Score -1138128 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1138367.125000 Penalty: 4541.266113
	Iteration 7Q: 3 clusters Score -1138367 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1138594.875000 Penalty: 4541.266113
	Iteration 8Q: 3 clusters Score -1138595 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1138791.375000 Penalty: 4541.266113
	Iteration 9Q: 3 clusters Score -1138791 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1139003.000000 Penalty: 4541.266113
	Iteration 10Q: 3 clusters Score -1139003 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1139211.750000 Penalty: 4541.266113
	Iteration 11Q: 3 clusters Score -1139212 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1139385.375000 Penalty: 4541.266113
	Iteration 12Q: 3 clusters Score -1139385 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1139533.750000 Penalty: 4541.266113
	Iteration 13Q: 3 clusters Score -1139534 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1139635.750000 Penalty: 4541.266113
	Iteration 14Q: 3 clusters Score -1139636 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1139695.000000 Penalty: 4541.266113
	Iteration 15Q: 3 clusters Score -1139695 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1139750.250000 Penalty: 4541.266113
	Iteration 16Q: 3 clusters Score -1139750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1139795.125000 Penalty: 4541.266113
	Iteration 17Q: 3 clusters Score -1139795 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1139836.125000 Penalty: 4541.266113
	Iteration 18Q: 3 clusters Score -1139836 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1139884.750000 Penalty: 4541.266113
	Iteration 19Q: 3 clusters Score -1139885 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1139925.000000 Penalty: 4541.266113
	Iteration 20F: 3 clusters Score -1139925 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1139958.250000 Penalty: 4541.266113
	Iteration 21Q: 3 clusters Score -1139958 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1139985.000000 Penalty: 4541.266113
	Iteration 22Q: 3 clusters Score -1139985 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1140018.375000 Penalty: 4541.266113
	Iteration 23Q: 3 clusters Score -1140018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1140040.375000 Penalty: 4541.266113
	Iteration 24Q: 3 clusters Score -1140040 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1140068.750000 Penalty: 4541.266113
	Iteration 25Q: 3 clusters Score -1140069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1140094.625000 Penalty: 4541.266113
	Iteration 26Q: 3 clusters Score -1140095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1140118.625000 Penalty: 4541.266113
	Iteration 27Q: 3 clusters Score -1140119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1140140.375000 Penalty: 4541.266113
	Iteration 28Q: 3 clusters Score -1140140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1140166.375000 Penalty: 4541.266113
	Iteration 29Q: 3 clusters Score -1140166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1140204.125000 Penalty: 4541.266113
	Iteration 30Q: 3 clusters Score -1140204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1140251.250000 Penalty: 4541.266113
	Iteration 31Q: 3 clusters Score -1140251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1140284.875000 Penalty: 4541.266113
	Iteration 32Q: 3 clusters Score -1140285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1140320.375000 Penalty: 4541.266113
	Iteration 33Q: 3 clusters Score -1140320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1140367.000000 Penalty: 4541.266113
	Iteration 34Q: 3 clusters Score -1140367 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1140414.750000 Penalty: 4541.266113
	Iteration 35Q: 3 clusters Score -1140415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1140464.375000 Penalty: 4541.266113
	Iteration 36Q: 3 clusters Score -1140464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1140501.125000 Penalty: 4541.266113
	Iteration 37Q: 3 clusters Score -1140501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1140526.375000 Penalty: 4541.266113
	Iteration 38Q: 3 clusters Score -1140526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1140540.375000 Penalty: 4541.266113
	Iteration 39Q: 3 clusters Score -1140540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1140552.500000 Penalty: 4541.266113
	Iteration 40F: 3 clusters Score -1140552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1140560.750000 Penalty: 4541.266113
	Iteration 41Q: 3 clusters Score -1140561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1140565.750000 Penalty: 4541.266113
	Iteration 42Q: 3 clusters Score -1140566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1140576.375000 Penalty: 4541.266113
	Iteration 43Q: 3 clusters Score -1140576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1140580.875000 Penalty: 4541.266113
	Iteration 44Q: 3 clusters Score -1140581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1140582.500000 Penalty: 4541.266113
	Iteration 45Q: 3 clusters Score -1140582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1140584.500000 Penalty: 4541.266113
	Iteration 46Q: 3 clusters Score -1140584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1140587.000000 Penalty: 4541.266113
	Iteration 47Q: 3 clusters Score -1140587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1140587.875000 Penalty: 4541.266113
	Iteration 48Q: 3 clusters Score -1140588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1140589.250000 Penalty: 4541.266113
	Iteration 49Q: 3 clusters Score -1140589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1140592.625000 Penalty: 4541.266113
	Iteration 50Q: 3 clusters Score -1140593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1140595.500000 Penalty: 4541.266113
	Iteration 51Q: 3 clusters Score -1140596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1140599.625000 Penalty: 4541.266113
	Iteration 52Q: 3 clusters Score -1140600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1140599.375000 Penalty: 4541.266113
	Iteration 53Q: 3 clusters Score -1140599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1140604.125000 Penalty: 4541.266113
	Iteration 54Q: 3 clusters Score -1140604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1140608.750000 Penalty: 4541.266113
	Iteration 55Q: 3 clusters Score -1140609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1140613.750000 Penalty: 4541.266113
	Iteration 56Q: 3 clusters Score -1140614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1140613.625000 Penalty: 4541.266113
	Iteration 57Q: 3 clusters Score -1140614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1140614.000000 Penalty: 4541.266113
	Iteration 58Q: 3 clusters Score -1140614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1140614.000000 Penalty: 4541.266113
	Iteration 59F: 3 clusters Score -1140614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (77958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77958 members 
Entering Unmasked Estep 
Score: -10077273.000000 Penalty: 2793.453613
	Iteration 0F: 2 clusters Score -1.007727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -10025084.000000 Penalty: 5586.907227
	Iteration 0F: 3 clusters Score -1.002508e+07 nChanged 36575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -10045665.000000 Penalty: 5586.907227
	Iteration 1F: 3 clusters Score -1.004566e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -10046214.000000 Penalty: 5586.907227
	Iteration 2Q: 3 clusters Score -1.004621e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -10046703.000000 Penalty: 5586.907227
	Iteration 3Q: 3 clusters Score -1.00467e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -10047077.000000 Penalty: 5586.907227
	Iteration 4Q: 3 clusters Score -1.004708e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -10047421.000000 Penalty: 5586.907227
	Iteration 5Q: 3 clusters Score -1.004742e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -10047753.000000 Penalty: 5586.907227
	Iteration 6Q: 3 clusters Score -1.004775e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -10048223.000000 Penalty: 5586.907227
	Iteration 7Q: 3 clusters Score -1.004822e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -10048872.000000 Penalty: 5586.907227
	Iteration 8Q: 3 clusters Score -1.004887e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -10049774.000000 Penalty: 5586.907227
	Iteration 9Q: 3 clusters Score -1.004977e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -10051249.000000 Penalty: 5586.907227
	Iteration 10Q: 3 clusters Score -1.005125e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -10053614.000000 Penalty: 5586.907227
	Iteration 11F: 3 clusters Score -1.005361e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -10057084.000000 Penalty: 5586.907227
	Iteration 12F: 3 clusters Score -1.005708e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -10061747.000000 Penalty: 5586.907227
	Iteration 13F: 3 clusters Score -1.006175e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -10066643.000000 Penalty: 5586.907227
	Iteration 14F: 3 clusters Score -1.006664e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -10070732.000000 Penalty: 5586.907227
	Iteration 15F: 3 clusters Score -1.007073e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -10073242.000000 Penalty: 5586.907227
	Iteration 16Q: 3 clusters Score -1.007324e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10074207.000000 Penalty: 5586.907227
	Iteration 17Q: 3 clusters Score -1.007421e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10074533.000000 Penalty: 5586.907227
	Iteration 18Q: 3 clusters Score -1.007453e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77667 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10074641.000000 Penalty: 5586.907227
	Iteration 19Q: 3 clusters Score -1.007464e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10074690.000000 Penalty: 5586.907227
	Iteration 20F: 3 clusters Score -1.007469e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77720 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10074716.000000 Penalty: 5586.907227
	Iteration 21Q: 3 clusters Score -1.007472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77737 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10074742.000000 Penalty: 5586.907227
	Iteration 22Q: 3 clusters Score -1.007474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10074777.000000 Penalty: 5586.907227
	Iteration 23Q: 3 clusters Score -1.007478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10074779.000000 Penalty: 5586.907227
	Iteration 24Q: 3 clusters Score -1.007478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10074793.000000 Penalty: 5586.907227
	Iteration 25Q: 3 clusters Score -1.007479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10074816.000000 Penalty: 5586.907227
	Iteration 26Q: 3 clusters Score -1.007482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77761 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10074819.000000 Penalty: 5586.907227
	Iteration 27Q: 3 clusters Score -1.007482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10074827.000000 Penalty: 5586.907227
	Iteration 28Q: 3 clusters Score -1.007483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10074829.000000 Penalty: 5586.907227
	Iteration 29Q: 3 clusters Score -1.007483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10074825.000000 Penalty: 5586.907227
	Iteration 30Q: 3 clusters Score -1.007482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10074825.000000 Penalty: 5586.907227
	Iteration 31F: 3 clusters Score -1.007482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -93646.179688 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -93646.18 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 384 members 
Entering Unmasked Estep 
Score: -91888.453125 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -91888.45 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92138.765625 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -92138.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92204.015625 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -92204.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92235.109375 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -92235.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92255.031250 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -92255.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92260.812500 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -92260.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92262.867188 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -92262.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92264.640625 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -92264.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92264.640625 Penalty: 3306.810547
	Iteration 8F: 3 clusters Score -92264.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Entering Unmasked Estep 
Score: -699104.562500 Penalty: 2145.887695
	Iteration 0F: 2 clusters Score -699104.6 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 2873 members 
Entering Unmasked Estep 
Score: -694143.187500 Penalty: 4291.775391
	Iteration 0F: 3 clusters Score -694143.2 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -695310.875000 Penalty: 4291.775391
	Iteration 1F: 3 clusters Score -695310.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -695472.250000 Penalty: 4291.775391
	Iteration 2F: 3 clusters Score -695472.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -695603.000000 Penalty: 4291.775391
	Iteration 3Q: 3 clusters Score -695603 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -695707.500000 Penalty: 4291.775391
	Iteration 4Q: 3 clusters Score -695707.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -695795.875000 Penalty: 4291.775391
	Iteration 5Q: 3 clusters Score -695795.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -695871.875000 Penalty: 4291.775391
	Iteration 6Q: 3 clusters Score -695871.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -695938.312500 Penalty: 4291.775391
	Iteration 7Q: 3 clusters Score -695938.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -696013.187500 Penalty: 4291.775391
	Iteration 8Q: 3 clusters Score -696013.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -696075.687500 Penalty: 4291.775391
	Iteration 9Q: 3 clusters Score -696075.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -696131.687500 Penalty: 4291.775391
	Iteration 10Q: 3 clusters Score -696131.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -696175.875000 Penalty: 4291.775391
	Iteration 11Q: 3 clusters Score -696175.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -696216.375000 Penalty: 4291.775391
	Iteration 12Q: 3 clusters Score -696216.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -696257.250000 Penalty: 4291.775391
	Iteration 13Q: 3 clusters Score -696257.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -696309.000000 Penalty: 4291.775391
	Iteration 14Q: 3 clusters Score -696309 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -696367.000000 Penalty: 4291.775391
	Iteration 15Q: 3 clusters Score -696367 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -696424.437500 Penalty: 4291.775391
	Iteration 16Q: 3 clusters Score -696424.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -696481.812500 Penalty: 4291.775391
	Iteration 17Q: 3 clusters Score -696481.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -696543.125000 Penalty: 4291.775391
	Iteration 18Q: 3 clusters Score -696543.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -696611.312500 Penalty: 4291.775391
	Iteration 19Q: 3 clusters Score -696611.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -696657.062500 Penalty: 4291.775391
	Iteration 20F: 3 clusters Score -696657.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -696692.062500 Penalty: 4291.775391
	Iteration 21Q: 3 clusters Score -696692.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -696730.000000 Penalty: 4291.775391
	Iteration 22Q: 3 clusters Score -696730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -696758.875000 Penalty: 4291.775391
	Iteration 23Q: 3 clusters Score -696758.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -696782.500000 Penalty: 4291.775391
	Iteration 24Q: 3 clusters Score -696782.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -696804.187500 Penalty: 4291.775391
	Iteration 25Q: 3 clusters Score -696804.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -696821.562500 Penalty: 4291.775391
	Iteration 26Q: 3 clusters Score -696821.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -696841.937500 Penalty: 4291.775391
	Iteration 27Q: 3 clusters Score -696841.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -696858.187500 Penalty: 4291.775391
	Iteration 28Q: 3 clusters Score -696858.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -696869.687500 Penalty: 4291.775391
	Iteration 29Q: 3 clusters Score -696869.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -696880.312500 Penalty: 4291.775391
	Iteration 30Q: 3 clusters Score -696880.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -696890.750000 Penalty: 4291.775391
	Iteration 31Q: 3 clusters Score -696890.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -696902.062500 Penalty: 4291.775391
	Iteration 32Q: 3 clusters Score -696902.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -696914.000000 Penalty: 4291.775391
	Iteration 33Q: 3 clusters Score -696914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -696921.375000 Penalty: 4291.775391
	Iteration 34Q: 3 clusters Score -696921.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -696933.437500 Penalty: 4291.775391
	Iteration 35Q: 3 clusters Score -696933.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -696936.750000 Penalty: 4291.775391
	Iteration 36Q: 3 clusters Score -696936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -696943.250000 Penalty: 4291.775391
	Iteration 37Q: 3 clusters Score -696943.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -696948.937500 Penalty: 4291.775391
	Iteration 38Q: 3 clusters Score -696948.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -696952.625000 Penalty: 4291.775391
	Iteration 39Q: 3 clusters Score -696952.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -696959.000000 Penalty: 4291.775391
	Iteration 40F: 3 clusters Score -696959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -696965.125000 Penalty: 4291.775391
	Iteration 41Q: 3 clusters Score -696965.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -696971.937500 Penalty: 4291.775391
	Iteration 42Q: 3 clusters Score -696971.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -696979.000000 Penalty: 4291.775391
	Iteration 43Q: 3 clusters Score -696979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -696984.187500 Penalty: 4291.775391
	Iteration 44Q: 3 clusters Score -696984.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -696992.500000 Penalty: 4291.775391
	Iteration 45Q: 3 clusters Score -696992.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -697004.125000 Penalty: 4291.775391
	Iteration 46Q: 3 clusters Score -697004.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -697016.937500 Penalty: 4291.775391
	Iteration 47Q: 3 clusters Score -697016.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -697026.312500 Penalty: 4291.775391
	Iteration 48Q: 3 clusters Score -697026.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -697032.125000 Penalty: 4291.775391
	Iteration 49Q: 3 clusters Score -697032.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -697038.812500 Penalty: 4291.775391
	Iteration 50Q: 3 clusters Score -697038.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -697049.250000 Penalty: 4291.775391
	Iteration 51Q: 3 clusters Score -697049.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -697062.750000 Penalty: 4291.775391
	Iteration 52Q: 3 clusters Score -697062.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -697070.000000 Penalty: 4291.775391
	Iteration 53Q: 3 clusters Score -697070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -697074.062500 Penalty: 4291.775391
	Iteration 54Q: 3 clusters Score -697074.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -697082.875000 Penalty: 4291.775391
	Iteration 55Q: 3 clusters Score -697082.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -697090.750000 Penalty: 4291.775391
	Iteration 56Q: 3 clusters Score -697090.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -697096.875000 Penalty: 4291.775391
	Iteration 57Q: 3 clusters Score -697096.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -697102.812500 Penalty: 4291.775391
	Iteration 58Q: 3 clusters Score -697102.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -697110.375000 Penalty: 4291.775391
	Iteration 59Q: 3 clusters Score -697110.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -697115.187500 Penalty: 4291.775391
	Iteration 60F: 3 clusters Score -697115.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -697118.812500 Penalty: 4291.775391
	Iteration 61Q: 3 clusters Score -697118.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -697122.062500 Penalty: 4291.775391
	Iteration 62Q: 3 clusters Score -697122.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -697127.812500 Penalty: 4291.775391
	Iteration 63Q: 3 clusters Score -697127.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -697131.250000 Penalty: 4291.775391
	Iteration 64Q: 3 clusters Score -697131.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -697135.812500 Penalty: 4291.775391
	Iteration 65Q: 3 clusters Score -697135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -697138.437500 Penalty: 4291.775391
	Iteration 66Q: 3 clusters Score -697138.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -697140.687500 Penalty: 4291.775391
	Iteration 67Q: 3 clusters Score -697140.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -697143.562500 Penalty: 4291.775391
	Iteration 68Q: 3 clusters Score -697143.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -697145.500000 Penalty: 4291.775391
	Iteration 69Q: 3 clusters Score -697145.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -697151.125000 Penalty: 4291.775391
	Iteration 70Q: 3 clusters Score -697151.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -697153.812500 Penalty: 4291.775391
	Iteration 71Q: 3 clusters Score -697153.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -697156.437500 Penalty: 4291.775391
	Iteration 72Q: 3 clusters Score -697156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -697161.250000 Penalty: 4291.775391
	Iteration 73Q: 3 clusters Score -697161.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -697164.750000 Penalty: 4291.775391
	Iteration 74Q: 3 clusters Score -697164.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -697166.062500 Penalty: 4291.775391
	Iteration 75Q: 3 clusters Score -697166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -697166.750000 Penalty: 4291.775391
	Iteration 76Q: 3 clusters Score -697166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -697167.625000 Penalty: 4291.775391
	Iteration 77Q: 3 clusters Score -697167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -697168.437500 Penalty: 4291.775391
	Iteration 78Q: 3 clusters Score -697168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -697170.000000 Penalty: 4291.775391
	Iteration 79Q: 3 clusters Score -697170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -697170.875000 Penalty: 4291.775391
	Iteration 80F: 3 clusters Score -697170.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -697172.812500 Penalty: 4291.775391
	Iteration 81Q: 3 clusters Score -697172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -697173.750000 Penalty: 4291.775391
	Iteration 82Q: 3 clusters Score -697173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -697175.312500 Penalty: 4291.775391
	Iteration 83Q: 3 clusters Score -697175.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -697175.562500 Penalty: 4291.775391
	Iteration 84Q: 3 clusters Score -697175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -697175.125000 Penalty: 4291.775391
	Iteration 85Q: 3 clusters Score -697175.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -697176.000000 Penalty: 4291.775391
	Iteration 86Q: 3 clusters Score -697176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -697177.687500 Penalty: 4291.775391
	Iteration 87Q: 3 clusters Score -697177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -697177.687500 Penalty: 4291.775391
	Iteration 88F: 3 clusters Score -697177.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (152842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152842 members 
Entering Unmasked Estep 
Score: -19818072.000000 Penalty: 2960.415527
	Iteration 0F: 2 clusters Score -1.981807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76580 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -19717408.000000 Penalty: 5920.831055
	Iteration 0F: 3 clusters Score -1.971741e+07 nChanged 73034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -19759706.000000 Penalty: 5920.831055
	Iteration 1F: 3 clusters Score -1.975971e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -19760744.000000 Penalty: 5920.831055
	Iteration 2Q: 3 clusters Score -1.976074e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -19761678.000000 Penalty: 5920.831055
	Iteration 3Q: 3 clusters Score -1.976168e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -19763242.000000 Penalty: 5920.831055
	Iteration 4Q: 3 clusters Score -1.976324e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -19765310.000000 Penalty: 5920.831055
	Iteration 5Q: 3 clusters Score -1.976531e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 64352 members 
Entering Unmasked Estep 
Score: -19768598.000000 Penalty: 5920.831055
	Iteration 6Q: 3 clusters Score -1.97686e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -19773404.000000 Penalty: 5920.831055
	Iteration 7F: 3 clusters Score -1.97734e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100256 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -19779728.000000 Penalty: 5920.831055
	Iteration 8F: 3 clusters Score -1.977973e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107488 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -19786604.000000 Penalty: 5920.831055
	Iteration 9F: 3 clusters Score -1.97866e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114206 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -19792762.000000 Penalty: 5920.831055
	Iteration 10F: 3 clusters Score -1.979276e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119787 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -19797222.000000 Penalty: 5920.831055
	Iteration 11Q: 3 clusters Score -1.979722e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124098 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -19800512.000000 Penalty: 5920.831055
	Iteration 12Q: 3 clusters Score -1.980051e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127679 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -19802846.000000 Penalty: 5920.831055
	Iteration 13Q: 3 clusters Score -1.980285e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130726 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -19804636.000000 Penalty: 5920.831055
	Iteration 14Q: 3 clusters Score -1.980464e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133471 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -19806038.000000 Penalty: 5920.831055
	Iteration 15Q: 3 clusters Score -1.980604e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135882 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -19807220.000000 Penalty: 5920.831055
	Iteration 16Q: 3 clusters Score -1.980722e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138128 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -19808474.000000 Penalty: 5920.831055
	Iteration 17Q: 3 clusters Score -1.980847e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140116 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -19809466.000000 Penalty: 5920.831055
	Iteration 18Q: 3 clusters Score -1.980947e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141850 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -19810442.000000 Penalty: 5920.831055
	Iteration 19Q: 3 clusters Score -1.981044e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143414 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -19811392.000000 Penalty: 5920.831055
	Iteration 20F: 3 clusters Score -1.981139e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144773 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -19812100.000000 Penalty: 5920.831055
	Iteration 21Q: 3 clusters Score -1.98121e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145985 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -19812826.000000 Penalty: 5920.831055
	Iteration 22Q: 3 clusters Score -1.981283e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146961 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -19813362.000000 Penalty: 5920.831055
	Iteration 23Q: 3 clusters Score -1.981336e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147749 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -19813822.000000 Penalty: 5920.831055
	Iteration 24Q: 3 clusters Score -1.981382e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148366 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -19814234.000000 Penalty: 5920.831055
	Iteration 25Q: 3 clusters Score -1.981423e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148851 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -19814488.000000 Penalty: 5920.831055
	Iteration 26Q: 3 clusters Score -1.981449e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149244 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -19814680.000000 Penalty: 5920.831055
	Iteration 27Q: 3 clusters Score -1.981468e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -19814854.000000 Penalty: 5920.831055
	Iteration 28Q: 3 clusters Score -1.981485e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149817 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -19815008.000000 Penalty: 5920.831055
	Iteration 29Q: 3 clusters Score -1.981501e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150038 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -19815112.000000 Penalty: 5920.831055
	Iteration 30Q: 3 clusters Score -1.981511e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150199 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -19815198.000000 Penalty: 5920.831055
	Iteration 31Q: 3 clusters Score -1.98152e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150304 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -19815232.000000 Penalty: 5920.831055
	Iteration 32Q: 3 clusters Score -1.981523e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -19815246.000000 Penalty: 5920.831055
	Iteration 33Q: 3 clusters Score -1.981525e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150469 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -19815300.000000 Penalty: 5920.831055
	Iteration 34Q: 3 clusters Score -1.98153e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -19815318.000000 Penalty: 5920.831055
	Iteration 35Q: 3 clusters Score -1.981532e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150609 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -19815358.000000 Penalty: 5920.831055
	Iteration 36Q: 3 clusters Score -1.981536e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150666 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -19815364.000000 Penalty: 5920.831055
	Iteration 37Q: 3 clusters Score -1.981536e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150716 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -19815368.000000 Penalty: 5920.831055
	Iteration 38Q: 3 clusters Score -1.981537e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150758 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -19815384.000000 Penalty: 5920.831055
	Iteration 39Q: 3 clusters Score -1.981538e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150791 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -19815374.000000 Penalty: 5920.831055
	Iteration 40F: 3 clusters Score -1.981537e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150825 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -19815400.000000 Penalty: 5920.831055
	Iteration 41Q: 3 clusters Score -1.98154e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150850 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -19815418.000000 Penalty: 5920.831055
	Iteration 42Q: 3 clusters Score -1.981542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150875 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -19815418.000000 Penalty: 5920.831055
	Iteration 43Q: 3 clusters Score -1.981542e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150907 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -19815428.000000 Penalty: 5920.831055
	Iteration 44Q: 3 clusters Score -1.981543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150937 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -19815444.000000 Penalty: 5920.831055
	Iteration 45Q: 3 clusters Score -1.981544e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150964 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -19815452.000000 Penalty: 5920.831055
	Iteration 46Q: 3 clusters Score -1.981545e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150989 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -19815472.000000 Penalty: 5920.831055
	Iteration 47Q: 3 clusters Score -1.981547e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151015 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -19815494.000000 Penalty: 5920.831055
	Iteration 48Q: 3 clusters Score -1.981549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151033 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -19815502.000000 Penalty: 5920.831055
	Iteration 49Q: 3 clusters Score -1.98155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151048 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -19815512.000000 Penalty: 5920.831055
	Iteration 50Q: 3 clusters Score -1.981551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151061 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -19815482.000000 Penalty: 5920.831055
	Iteration 51Q: 3 clusters Score -1.981548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151069 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -19815504.000000 Penalty: 5920.831055
	Iteration 52Q: 3 clusters Score -1.98155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151080 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -19815504.000000 Penalty: 5920.831055
	Iteration 53Q: 3 clusters Score -1.98155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151084 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -19815522.000000 Penalty: 5920.831055
	Iteration 54Q: 3 clusters Score -1.981552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -19815530.000000 Penalty: 5920.831055
	Iteration 55Q: 3 clusters Score -1.981553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151095 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -19815532.000000 Penalty: 5920.831055
	Iteration 56Q: 3 clusters Score -1.981553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151100 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -19815532.000000 Penalty: 5920.831055
	Iteration 57Q: 3 clusters Score -1.981553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151103 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -19815524.000000 Penalty: 5920.831055
	Iteration 58Q: 3 clusters Score -1.981552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151106 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -19815522.000000 Penalty: 5920.831055
	Iteration 59Q: 3 clusters Score -1.981552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151108 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -19815520.000000 Penalty: 5920.831055
	Iteration 60F: 3 clusters Score -1.981552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -529956.312500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -529956.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -525788.312500 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -525788.3 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -526739.000000 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -526739 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -526946.875000 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -526946.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -527074.125000 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -527074.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -527157.937500 Penalty: 4167.729004
	Iteration 4Q: 3 clusters Score -527157.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -527221.812500 Penalty: 4167.729004
	Iteration 5Q: 3 clusters Score -527221.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -527276.000000 Penalty: 4167.729004
	Iteration 6Q: 3 clusters Score -527276 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -527341.187500 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -527341.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -527406.687500 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -527406.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -527463.750000 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -527463.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -527521.625000 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -527521.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -527577.062500 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -527577.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -527635.750000 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -527635.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -527709.125000 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -527709.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -527796.500000 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -527796.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -527886.062500 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -527886.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -527966.750000 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -527966.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -528051.562500 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -528051.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -528155.500000 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -528155.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -528240.937500 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -528240.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -528318.437500 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -528318.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -528365.250000 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -528365.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -528399.937500 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -528399.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -528437.625000 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -528437.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -528464.500000 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -528464.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -528487.937500 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -528487.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -528511.125000 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -528511.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -528521.375000 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -528521.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -528530.750000 Penalty: 4167.729004
	Iteration 28Q: 3 clusters Score -528530.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -528538.750000 Penalty: 4167.729004
	Iteration 29Q: 3 clusters Score -528538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -528545.437500 Penalty: 4167.729004
	Iteration 30Q: 3 clusters Score -528545.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -528547.250000 Penalty: 4167.729004
	Iteration 31Q: 3 clusters Score -528547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -528547.375000 Penalty: 4167.729004
	Iteration 32Q: 3 clusters Score -528547.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -528547.375000 Penalty: 4167.729004
	Iteration 33F: 3 clusters Score -528547.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -66737.843750 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -66737.84 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 308 members 
Entering Unmasked Estep 
Score: -65160.890625 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -65160.89 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65546.585938 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -65546.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65846.226562 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -65846.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66019.039062 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -66019.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66099.437500 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -66099.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66141.031250 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -66141.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66179.523438 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -66179.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66214.335938 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -66214.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66250.710938 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -66250.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66275.898438 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -66275.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -66298.117188 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -66298.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66324.015625 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -66324.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66328.578125 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -66328.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -66334.554688 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -66334.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -66335.789062 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -66335.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66341.117188 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -66341.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -66347.671875 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -66347.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66351.742188 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -66351.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -66355.187500 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -66355.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -66355.187500 Penalty: 3192.330566
	Iteration 19F: 3 clusters Score -66355.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284198 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43854 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39628 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77958 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152842 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743392.000000 Penalty: 108024.484375
Iteration 279Q: 32 clusters Score -1.577434e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284198 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43853 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39628 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77958 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152843 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743392.000000 Penalty: 108024.484375
Iteration 280F: 32 clusters Score -1.577434e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284198 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43852 members 
Mstep: Class 7 contains 43258 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77957 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152843 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743392.000000 Penalty: 108024.484375
Iteration 281Q: 32 clusters Score -1.577434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284199 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43852 members 
Mstep: Class 7 contains 43258 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77957 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152842 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 282Q: 32 clusters Score -1.577434e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284199 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43852 members 
Mstep: Class 7 contains 43258 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77957 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152842 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157743408.000000 Penalty: 108024.484375
Iteration 283F: 32 clusters Score -1.577434e+08 nChanged 0
Entering ConstructFrom: 
Score: -157743408.000000 Penalty: 108024.484375
Entering ConstructFrom: 
Trying to split cluster 1 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -508124.468750 Penalty: 2091.369385
	Iteration 0F: 2 clusters Score -508124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -503932.593750 Penalty: 4182.738770
	Iteration 0F: 3 clusters Score -503932.6 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -505334.593750 Penalty: 4182.738770
	Iteration 1F: 3 clusters Score -505334.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -506023.125000 Penalty: 4182.738770
	Iteration 2F: 3 clusters Score -506023.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -506567.500000 Penalty: 4182.738770
	Iteration 3F: 3 clusters Score -506567.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -506975.781250 Penalty: 4182.738770
	Iteration 4F: 3 clusters Score -506975.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -507254.000000 Penalty: 4182.738770
	Iteration 5F: 3 clusters Score -507254 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -507395.031250 Penalty: 4182.738770
	Iteration 6Q: 3 clusters Score -507395 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -507468.625000 Penalty: 4182.738770
	Iteration 7Q: 3 clusters Score -507468.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -507506.437500 Penalty: 4182.738770
	Iteration 8Q: 3 clusters Score -507506.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -507525.000000 Penalty: 4182.738770
	Iteration 9Q: 3 clusters Score -507525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -507536.531250 Penalty: 4182.738770
	Iteration 10Q: 3 clusters Score -507536.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -507541.906250 Penalty: 4182.738770
	Iteration 11Q: 3 clusters Score -507541.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -507549.218750 Penalty: 4182.738770
	Iteration 12Q: 3 clusters Score -507549.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -507554.781250 Penalty: 4182.738770
	Iteration 13Q: 3 clusters Score -507554.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -507559.218750 Penalty: 4182.738770
	Iteration 14Q: 3 clusters Score -507559.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -507562.500000 Penalty: 4182.738770
	Iteration 15Q: 3 clusters Score -507562.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -507565.187500 Penalty: 4182.738770
	Iteration 16Q: 3 clusters Score -507565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -507567.562500 Penalty: 4182.738770
	Iteration 17Q: 3 clusters Score -507567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -507569.375000 Penalty: 4182.738770
	Iteration 18Q: 3 clusters Score -507569.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -507571.812500 Penalty: 4182.738770
	Iteration 19Q: 3 clusters Score -507571.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -507574.062500 Penalty: 4182.738770
	Iteration 20F: 3 clusters Score -507574.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -507576.468750 Penalty: 4182.738770
	Iteration 21Q: 3 clusters Score -507576.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -507579.593750 Penalty: 4182.738770
	Iteration 22Q: 3 clusters Score -507579.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -507584.718750 Penalty: 4182.738770
	Iteration 23Q: 3 clusters Score -507584.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -507591.968750 Penalty: 4182.738770
	Iteration 24Q: 3 clusters Score -507592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -507596.500000 Penalty: 4182.738770
	Iteration 25Q: 3 clusters Score -507596.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -507608.531250 Penalty: 4182.738770
	Iteration 26Q: 3 clusters Score -507608.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -507632.000000 Penalty: 4182.738770
	Iteration 27Q: 3 clusters Score -507632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -507664.000000 Penalty: 4182.738770
	Iteration 28Q: 3 clusters Score -507664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -507684.093750 Penalty: 4182.738770
	Iteration 29Q: 3 clusters Score -507684.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -507697.937500 Penalty: 4182.738770
	Iteration 30Q: 3 clusters Score -507697.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -507700.781250 Penalty: 4182.738770
	Iteration 31Q: 3 clusters Score -507700.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -507706.750000 Penalty: 4182.738770
	Iteration 32Q: 3 clusters Score -507706.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -507711.625000 Penalty: 4182.738770
	Iteration 33Q: 3 clusters Score -507711.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -507714.875000 Penalty: 4182.738770
	Iteration 34Q: 3 clusters Score -507714.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -507717.187500 Penalty: 4182.738770
	Iteration 35Q: 3 clusters Score -507717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -507718.781250 Penalty: 4182.738770
	Iteration 36Q: 3 clusters Score -507718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -507720.375000 Penalty: 4182.738770
	Iteration 37Q: 3 clusters Score -507720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -507721.625000 Penalty: 4182.738770
	Iteration 38Q: 3 clusters Score -507721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -507722.687500 Penalty: 4182.738770
	Iteration 39Q: 3 clusters Score -507722.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -507724.468750 Penalty: 4182.738770
	Iteration 40F: 3 clusters Score -507724.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -507726.718750 Penalty: 4182.738770
	Iteration 41Q: 3 clusters Score -507726.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -507726.968750 Penalty: 4182.738770
	Iteration 42Q: 3 clusters Score -507727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -507728.562500 Penalty: 4182.738770
	Iteration 43Q: 3 clusters Score -507728.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -507730.781250 Penalty: 4182.738770
	Iteration 44Q: 3 clusters Score -507730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -507732.562500 Penalty: 4182.738770
	Iteration 45Q: 3 clusters Score -507732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -507733.343750 Penalty: 4182.738770
	Iteration 46Q: 3 clusters Score -507733.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -507733.968750 Penalty: 4182.738770
	Iteration 47Q: 3 clusters Score -507734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -507734.500000 Penalty: 4182.738770
	Iteration 48Q: 3 clusters Score -507734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -507734.343750 Penalty: 4182.738770
	Iteration 49Q: 3 clusters Score -507734.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -507734.156250 Penalty: 4182.738770
	Iteration 50Q: 3 clusters Score -507734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -507735.718750 Penalty: 4182.738770
	Iteration 51Q: 3 clusters Score -507735.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -507735.500000 Penalty: 4182.738770
	Iteration 52Q: 3 clusters Score -507735.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -507735.343750 Penalty: 4182.738770
	Iteration 53Q: 3 clusters Score -507735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -507736.906250 Penalty: 4182.738770
	Iteration 54Q: 3 clusters Score -507736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -507737.750000 Penalty: 4182.738770
	Iteration 55Q: 3 clusters Score -507737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -507739.468750 Penalty: 4182.738770
	Iteration 56Q: 3 clusters Score -507739.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -507743.750000 Penalty: 4182.738770
	Iteration 57Q: 3 clusters Score -507743.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -507746.468750 Penalty: 4182.738770
	Iteration 58Q: 3 clusters Score -507746.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -507750.687500 Penalty: 4182.738770
	Iteration 59Q: 3 clusters Score -507750.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -507756.000000 Penalty: 4182.738770
	Iteration 60F: 3 clusters Score -507756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -507760.562500 Penalty: 4182.738770
	Iteration 61Q: 3 clusters Score -507760.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -507768.656250 Penalty: 4182.738770
	Iteration 62Q: 3 clusters Score -507768.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -507778.562500 Penalty: 4182.738770
	Iteration 63Q: 3 clusters Score -507778.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -507787.031250 Penalty: 4182.738770
	Iteration 64Q: 3 clusters Score -507787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -507804.000000 Penalty: 4182.738770
	Iteration 65Q: 3 clusters Score -507804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -507825.125000 Penalty: 4182.738770
	Iteration 66Q: 3 clusters Score -507825.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -507849.562500 Penalty: 4182.738770
	Iteration 67Q: 3 clusters Score -507849.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -507896.593750 Penalty: 4182.738770
	Iteration 68Q: 3 clusters Score -507896.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -507955.281250 Penalty: 4182.738770
	Iteration 69Q: 3 clusters Score -507955.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -508001.250000 Penalty: 4182.738770
	Iteration 70Q: 3 clusters Score -508001.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -508037.031250 Penalty: 4182.738770
	Iteration 71Q: 3 clusters Score -508037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -508056.250000 Penalty: 4182.738770
	Iteration 72Q: 3 clusters Score -508056.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -508071.968750 Penalty: 4182.738770
	Iteration 73Q: 3 clusters Score -508072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -508083.656250 Penalty: 4182.738770
	Iteration 74Q: 3 clusters Score -508083.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -508089.656250 Penalty: 4182.738770
	Iteration 75Q: 3 clusters Score -508089.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -508092.062500 Penalty: 4182.738770
	Iteration 76Q: 3 clusters Score -508092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -508093.125000 Penalty: 4182.738770
	Iteration 77Q: 3 clusters Score -508093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -508094.031250 Penalty: 4182.738770
	Iteration 78Q: 3 clusters Score -508094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -508095.437500 Penalty: 4182.738770
	Iteration 79Q: 3 clusters Score -508095.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -508103.406250 Penalty: 4182.738770
	Iteration 80F: 3 clusters Score -508103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -508123.812500 Penalty: 4182.738770
	Iteration 81Q: 3 clusters Score -508123.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -508127.937500 Penalty: 4182.738770
	Iteration 82Q: 3 clusters Score -508127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -508129.656250 Penalty: 4182.738770
	Iteration 83Q: 3 clusters Score -508129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -508131.062500 Penalty: 4182.738770
	Iteration 84Q: 3 clusters Score -508131.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -508130.937500 Penalty: 4182.738770
	Iteration 85Q: 3 clusters Score -508130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -508130.937500 Penalty: 4182.738770
	Iteration 86F: 3 clusters Score -508130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284199 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43852 members 
Mstep: Class 7 contains 43258 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77957 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152842 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 2997 members 
Entering Unmasked Estep 
Score: -157741568.000000 Penalty: 111509.140625
Splitting cluster 1 changes total score from -157743408.000000 to -157741568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (19314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Entering Unmasked Estep 
Score: -2471034.500000 Penalty: 2447.409180
	Iteration 0F: 2 clusters Score -2471034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2457267.250000 Penalty: 4894.818359
	Iteration 0F: 3 clusters Score -2457267 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2461737.250000 Penalty: 4894.818359
	Iteration 1F: 3 clusters Score -2461737 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2462097.000000 Penalty: 4894.818359
	Iteration 2F: 3 clusters Score -2462097 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2462403.500000 Penalty: 4894.818359
	Iteration 3Q: 3 clusters Score -2462404 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2462662.000000 Penalty: 4894.818359
	Iteration 4Q: 3 clusters Score -2462662 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2462944.000000 Penalty: 4894.818359
	Iteration 5Q: 3 clusters Score -2462944 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2463257.000000 Penalty: 4894.818359
	Iteration 6Q: 3 clusters Score -2463257 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2463662.500000 Penalty: 4894.818359
	Iteration 7Q: 3 clusters Score -2463662 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2464215.250000 Penalty: 4894.818359
	Iteration 8Q: 3 clusters Score -2464215 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2464971.250000 Penalty: 4894.818359
	Iteration 9F: 3 clusters Score -2464971 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2465821.000000 Penalty: 4894.818359
	Iteration 10F: 3 clusters Score -2465821 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2466562.250000 Penalty: 4894.818359
	Iteration 11F: 3 clusters Score -2466562 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2467134.000000 Penalty: 4894.818359
	Iteration 12Q: 3 clusters Score -2467134 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2467625.000000 Penalty: 4894.818359
	Iteration 13Q: 3 clusters Score -2467625 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2468019.000000 Penalty: 4894.818359
	Iteration 14Q: 3 clusters Score -2468019 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2468359.500000 Penalty: 4894.818359
	Iteration 15Q: 3 clusters Score -2468360 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2468639.500000 Penalty: 4894.818359
	Iteration 16Q: 3 clusters Score -2468640 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2468830.750000 Penalty: 4894.818359
	Iteration 17Q: 3 clusters Score -2468831 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2468997.250000 Penalty: 4894.818359
	Iteration 18Q: 3 clusters Score -2468997 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2469115.500000 Penalty: 4894.818359
	Iteration 19Q: 3 clusters Score -2469116 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2469219.750000 Penalty: 4894.818359
	Iteration 20F: 3 clusters Score -2469220 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2469308.000000 Penalty: 4894.818359
	Iteration 21Q: 3 clusters Score -2469308 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2469376.500000 Penalty: 4894.818359
	Iteration 22Q: 3 clusters Score -2469376 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2469423.750000 Penalty: 4894.818359
	Iteration 23Q: 3 clusters Score -2469424 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2469446.250000 Penalty: 4894.818359
	Iteration 24Q: 3 clusters Score -2469446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2469458.750000 Penalty: 4894.818359
	Iteration 25Q: 3 clusters Score -2469459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2469474.750000 Penalty: 4894.818359
	Iteration 26Q: 3 clusters Score -2469475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2469482.250000 Penalty: 4894.818359
	Iteration 27Q: 3 clusters Score -2469482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2469483.250000 Penalty: 4894.818359
	Iteration 28Q: 3 clusters Score -2469483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2469487.250000 Penalty: 4894.818359
	Iteration 29Q: 3 clusters Score -2469487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2469493.250000 Penalty: 4894.818359
	Iteration 30Q: 3 clusters Score -2469493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2469495.750000 Penalty: 4894.818359
	Iteration 31Q: 3 clusters Score -2469496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2469504.250000 Penalty: 4894.818359
	Iteration 32Q: 3 clusters Score -2469504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2469505.750000 Penalty: 4894.818359
	Iteration 33Q: 3 clusters Score -2469506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2469508.000000 Penalty: 4894.818359
	Iteration 34Q: 3 clusters Score -2469508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2469508.000000 Penalty: 4894.818359
	Iteration 35Q: 3 clusters Score -2469508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2469506.250000 Penalty: 4894.818359
	Iteration 36Q: 3 clusters Score -2469506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2469505.750000 Penalty: 4894.818359
	Iteration 37Q: 3 clusters Score -2469506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2469507.250000 Penalty: 4894.818359
	Iteration 38Q: 3 clusters Score -2469507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2469507.250000 Penalty: 4894.818359
	Iteration 39Q: 3 clusters Score -2469507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2469507.750000 Penalty: 4894.818359
	Iteration 40F: 3 clusters Score -2469508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2469507.250000 Penalty: 4894.818359
	Iteration 41Q: 3 clusters Score -2469507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2469503.750000 Penalty: 4894.818359
	Iteration 42Q: 3 clusters Score -2469504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2469504.000000 Penalty: 4894.818359
	Iteration 43Q: 3 clusters Score -2469504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2469502.000000 Penalty: 4894.818359
	Iteration 44Q: 3 clusters Score -2469502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2469502.000000 Penalty: 4894.818359
	Iteration 45Q: 3 clusters Score -2469502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2469501.500000 Penalty: 4894.818359
	Iteration 46Q: 3 clusters Score -2469502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2469501.500000 Penalty: 4894.818359
	Iteration 47F: 3 clusters Score -2469502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Entering Unmasked Estep 
Score: -1849923.250000 Penalty: 2404.585449
	Iteration 0F: 2 clusters Score -1849923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1838335.125000 Penalty: 4809.170898
	Iteration 0F: 3 clusters Score -1838335 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1842547.375000 Penalty: 4809.170898
	Iteration 1F: 3 clusters Score -1842547 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1843154.750000 Penalty: 4809.170898
	Iteration 2F: 3 clusters Score -1843155 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1843845.625000 Penalty: 4809.170898
	Iteration 3F: 3 clusters Score -1843846 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1844658.375000 Penalty: 4809.170898
	Iteration 4F: 3 clusters Score -1844658 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1845453.250000 Penalty: 4809.170898
	Iteration 5F: 3 clusters Score -1845453 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1846123.500000 Penalty: 4809.170898
	Iteration 6F: 3 clusters Score -1846124 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1846663.750000 Penalty: 4809.170898
	Iteration 7Q: 3 clusters Score -1846664 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1847081.375000 Penalty: 4809.170898
	Iteration 8Q: 3 clusters Score -1847081 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1847351.500000 Penalty: 4809.170898
	Iteration 9Q: 3 clusters Score -1847352 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1847537.125000 Penalty: 4809.170898
	Iteration 10Q: 3 clusters Score -1847537 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1847692.125000 Penalty: 4809.170898
	Iteration 11Q: 3 clusters Score -1847692 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1847819.625000 Penalty: 4809.170898
	Iteration 12Q: 3 clusters Score -1847820 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1847932.875000 Penalty: 4809.170898
	Iteration 13Q: 3 clusters Score -1847933 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1848014.125000 Penalty: 4809.170898
	Iteration 14Q: 3 clusters Score -1848014 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1848096.875000 Penalty: 4809.170898
	Iteration 15Q: 3 clusters Score -1848097 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1848170.000000 Penalty: 4809.170898
	Iteration 16Q: 3 clusters Score -1848170 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1848235.750000 Penalty: 4809.170898
	Iteration 17Q: 3 clusters Score -1848236 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1848279.625000 Penalty: 4809.170898
	Iteration 18Q: 3 clusters Score -1848280 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1848327.125000 Penalty: 4809.170898
	Iteration 19Q: 3 clusters Score -1848327 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1848364.625000 Penalty: 4809.170898
	Iteration 20F: 3 clusters Score -1848365 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1848403.250000 Penalty: 4809.170898
	Iteration 21Q: 3 clusters Score -1848403 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1848435.000000 Penalty: 4809.170898
	Iteration 22Q: 3 clusters Score -1848435 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1848465.000000 Penalty: 4809.170898
	Iteration 23Q: 3 clusters Score -1848465 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1848482.250000 Penalty: 4809.170898
	Iteration 24Q: 3 clusters Score -1848482 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1848507.875000 Penalty: 4809.170898
	Iteration 25Q: 3 clusters Score -1848508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1848524.750000 Penalty: 4809.170898
	Iteration 26Q: 3 clusters Score -1848525 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1848553.250000 Penalty: 4809.170898
	Iteration 27Q: 3 clusters Score -1848553 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1848569.750000 Penalty: 4809.170898
	Iteration 28Q: 3 clusters Score -1848570 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1848585.750000 Penalty: 4809.170898
	Iteration 29Q: 3 clusters Score -1848586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1848597.625000 Penalty: 4809.170898
	Iteration 30Q: 3 clusters Score -1848598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1848603.625000 Penalty: 4809.170898
	Iteration 31Q: 3 clusters Score -1848604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1848603.375000 Penalty: 4809.170898
	Iteration 32Q: 3 clusters Score -1848603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1848611.000000 Penalty: 4809.170898
	Iteration 33Q: 3 clusters Score -1848611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1848609.000000 Penalty: 4809.170898
	Iteration 34Q: 3 clusters Score -1848609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1848613.500000 Penalty: 4809.170898
	Iteration 35Q: 3 clusters Score -1848614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1848619.500000 Penalty: 4809.170898
	Iteration 36Q: 3 clusters Score -1848620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1848619.750000 Penalty: 4809.170898
	Iteration 37Q: 3 clusters Score -1848620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1848627.250000 Penalty: 4809.170898
	Iteration 38Q: 3 clusters Score -1848627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1848629.125000 Penalty: 4809.170898
	Iteration 39Q: 3 clusters Score -1848629 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1848630.500000 Penalty: 4809.170898
	Iteration 40F: 3 clusters Score -1848630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1848642.000000 Penalty: 4809.170898
	Iteration 41Q: 3 clusters Score -1848642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1848642.500000 Penalty: 4809.170898
	Iteration 42Q: 3 clusters Score -1848642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1848646.625000 Penalty: 4809.170898
	Iteration 43Q: 3 clusters Score -1848647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1848653.625000 Penalty: 4809.170898
	Iteration 44Q: 3 clusters Score -1848654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1848659.250000 Penalty: 4809.170898
	Iteration 45Q: 3 clusters Score -1848659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1848666.375000 Penalty: 4809.170898
	Iteration 46Q: 3 clusters Score -1848666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1848664.625000 Penalty: 4809.170898
	Iteration 47Q: 3 clusters Score -1848665 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1848673.625000 Penalty: 4809.170898
	Iteration 48Q: 3 clusters Score -1848674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1848682.125000 Penalty: 4809.170898
	Iteration 49Q: 3 clusters Score -1848682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1848686.250000 Penalty: 4809.170898
	Iteration 50Q: 3 clusters Score -1848686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1848693.250000 Penalty: 4809.170898
	Iteration 51Q: 3 clusters Score -1848693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1848703.250000 Penalty: 4809.170898
	Iteration 52Q: 3 clusters Score -1848703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1848708.625000 Penalty: 4809.170898
	Iteration 53Q: 3 clusters Score -1848709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1848715.500000 Penalty: 4809.170898
	Iteration 54Q: 3 clusters Score -1848716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1848724.500000 Penalty: 4809.170898
	Iteration 55Q: 3 clusters Score -1848724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1848727.625000 Penalty: 4809.170898
	Iteration 56Q: 3 clusters Score -1848728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1848742.750000 Penalty: 4809.170898
	Iteration 57Q: 3 clusters Score -1848743 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1848744.750000 Penalty: 4809.170898
	Iteration 58Q: 3 clusters Score -1848745 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1848753.750000 Penalty: 4809.170898
	Iteration 59Q: 3 clusters Score -1848754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1848763.500000 Penalty: 4809.170898
	Iteration 60F: 3 clusters Score -1848764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1848763.750000 Penalty: 4809.170898
	Iteration 61Q: 3 clusters Score -1848764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1848778.250000 Penalty: 4809.170898
	Iteration 62Q: 3 clusters Score -1848778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1848779.750000 Penalty: 4809.170898
	Iteration 63Q: 3 clusters Score -1848780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1848785.500000 Penalty: 4809.170898
	Iteration 64Q: 3 clusters Score -1848786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1848797.000000 Penalty: 4809.170898
	Iteration 65Q: 3 clusters Score -1848797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1848805.500000 Penalty: 4809.170898
	Iteration 66Q: 3 clusters Score -1848806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1848811.500000 Penalty: 4809.170898
	Iteration 67Q: 3 clusters Score -1848812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1848816.875000 Penalty: 4809.170898
	Iteration 68Q: 3 clusters Score -1848817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1848822.125000 Penalty: 4809.170898
	Iteration 69Q: 3 clusters Score -1848822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1848827.500000 Penalty: 4809.170898
	Iteration 70Q: 3 clusters Score -1848828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1848837.125000 Penalty: 4809.170898
	Iteration 71Q: 3 clusters Score -1848837 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1848844.125000 Penalty: 4809.170898
	Iteration 72Q: 3 clusters Score -1848844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1848859.250000 Penalty: 4809.170898
	Iteration 73Q: 3 clusters Score -1848859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1848867.000000 Penalty: 4809.170898
	Iteration 74Q: 3 clusters Score -1848867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1848875.625000 Penalty: 4809.170898
	Iteration 75Q: 3 clusters Score -1848876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1848891.125000 Penalty: 4809.170898
	Iteration 76Q: 3 clusters Score -1848891 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1848905.125000 Penalty: 4809.170898
	Iteration 77Q: 3 clusters Score -1848905 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1848918.750000 Penalty: 4809.170898
	Iteration 78Q: 3 clusters Score -1848919 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1848928.875000 Penalty: 4809.170898
	Iteration 79Q: 3 clusters Score -1848929 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1848943.375000 Penalty: 4809.170898
	Iteration 80F: 3 clusters Score -1848943 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1848956.000000 Penalty: 4809.170898
	Iteration 81Q: 3 clusters Score -1848956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1848970.000000 Penalty: 4809.170898
	Iteration 82Q: 3 clusters Score -1848970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1848982.250000 Penalty: 4809.170898
	Iteration 83Q: 3 clusters Score -1848982 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1849001.250000 Penalty: 4809.170898
	Iteration 84Q: 3 clusters Score -1849001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1849024.500000 Penalty: 4809.170898
	Iteration 85Q: 3 clusters Score -1849024 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1849048.875000 Penalty: 4809.170898
	Iteration 86Q: 3 clusters Score -1849049 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1849083.250000 Penalty: 4809.170898
	Iteration 87Q: 3 clusters Score -1849083 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1849116.875000 Penalty: 4809.170898
	Iteration 88Q: 3 clusters Score -1849117 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1849149.000000 Penalty: 4809.170898
	Iteration 89Q: 3 clusters Score -1849149 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1849177.000000 Penalty: 4809.170898
	Iteration 90Q: 3 clusters Score -1849177 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1849212.875000 Penalty: 4809.170898
	Iteration 91Q: 3 clusters Score -1849213 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1849245.375000 Penalty: 4809.170898
	Iteration 92Q: 3 clusters Score -1849245 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1849282.750000 Penalty: 4809.170898
	Iteration 93Q: 3 clusters Score -1849283 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1849331.250000 Penalty: 4809.170898
	Iteration 94Q: 3 clusters Score -1849331 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1849358.875000 Penalty: 4809.170898
	Iteration 95Q: 3 clusters Score -1849359 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1849390.250000 Penalty: 4809.170898
	Iteration 96Q: 3 clusters Score -1849390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1849407.625000 Penalty: 4809.170898
	Iteration 97Q: 3 clusters Score -1849408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1849422.250000 Penalty: 4809.170898
	Iteration 98Q: 3 clusters Score -1849422 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1849437.000000 Penalty: 4809.170898
	Iteration 99Q: 3 clusters Score -1849437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1849449.000000 Penalty: 4809.170898
	Iteration 100F: 3 clusters Score -1849449 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1849458.750000 Penalty: 4809.170898
	Iteration 101Q: 3 clusters Score -1849459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1849465.750000 Penalty: 4809.170898
	Iteration 102Q: 3 clusters Score -1849466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1849477.750000 Penalty: 4809.170898
	Iteration 103Q: 3 clusters Score -1849478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1849482.750000 Penalty: 4809.170898
	Iteration 104Q: 3 clusters Score -1849483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1849490.500000 Penalty: 4809.170898
	Iteration 105Q: 3 clusters Score -1849490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1849499.625000 Penalty: 4809.170898
	Iteration 106Q: 3 clusters Score -1849500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1849500.750000 Penalty: 4809.170898
	Iteration 107Q: 3 clusters Score -1849501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1849512.625000 Penalty: 4809.170898
	Iteration 108Q: 3 clusters Score -1849513 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1849524.750000 Penalty: 4809.170898
	Iteration 109Q: 3 clusters Score -1849525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1849539.250000 Penalty: 4809.170898
	Iteration 110Q: 3 clusters Score -1849539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1849542.000000 Penalty: 4809.170898
	Iteration 111Q: 3 clusters Score -1849542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1849552.000000 Penalty: 4809.170898
	Iteration 112Q: 3 clusters Score -1849552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1849557.625000 Penalty: 4809.170898
	Iteration 113Q: 3 clusters Score -1849558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1849559.250000 Penalty: 4809.170898
	Iteration 114Q: 3 clusters Score -1849559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1849568.125000 Penalty: 4809.170898
	Iteration 115Q: 3 clusters Score -1849568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1849571.625000 Penalty: 4809.170898
	Iteration 116Q: 3 clusters Score -1849572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1849576.375000 Penalty: 4809.170898
	Iteration 117Q: 3 clusters Score -1849576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1849574.375000 Penalty: 4809.170898
	Iteration 118Q: 3 clusters Score -1849574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1849574.625000 Penalty: 4809.170898
	Iteration 119Q: 3 clusters Score -1849575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1849578.625000 Penalty: 4809.170898
	Iteration 120F: 3 clusters Score -1849579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1849579.625000 Penalty: 4809.170898
	Iteration 121Q: 3 clusters Score -1849580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1849581.250000 Penalty: 4809.170898
	Iteration 122Q: 3 clusters Score -1849581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1849582.750000 Penalty: 4809.170898
	Iteration 123Q: 3 clusters Score -1849583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1849580.250000 Penalty: 4809.170898
	Iteration 124Q: 3 clusters Score -1849580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1849583.000000 Penalty: 4809.170898
	Iteration 125Q: 3 clusters Score -1849583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1849584.750000 Penalty: 4809.170898
	Iteration 126Q: 3 clusters Score -1849585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1849587.750000 Penalty: 4809.170898
	Iteration 127Q: 3 clusters Score -1849588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1849587.125000 Penalty: 4809.170898
	Iteration 128Q: 3 clusters Score -1849587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1849587.000000 Penalty: 4809.170898
	Iteration 129Q: 3 clusters Score -1849587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1849587.750000 Penalty: 4809.170898
	Iteration 130Q: 3 clusters Score -1849588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1849583.750000 Penalty: 4809.170898
	Iteration 131Q: 3 clusters Score -1849584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1849583.750000 Penalty: 4809.170898
	Iteration 132F: 3 clusters Score -1849584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (284199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284199 members 
Entering Unmasked Estep 
Score: -36662284.000000 Penalty: 3114.242676
	Iteration 0F: 2 clusters Score -3.666228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141928 members 
Mstep: Class 2 contains 142271 members 
Entering Unmasked Estep 
Score: -36490224.000000 Penalty: 6228.485352
	Iteration 0F: 3 clusters Score -3.649022e+07 nChanged 137868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136762 members 
Mstep: Class 2 contains 147437 members 
Entering Unmasked Estep 
Score: -36572480.000000 Penalty: 6228.485352
	Iteration 1F: 3 clusters Score -3.657248e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133601 members 
Mstep: Class 2 contains 150598 members 
Entering Unmasked Estep 
Score: -36573656.000000 Penalty: 6228.485352
	Iteration 2Q: 3 clusters Score -3.657366e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128816 members 
Mstep: Class 2 contains 155383 members 
Entering Unmasked Estep 
Score: -36575452.000000 Penalty: 6228.485352
	Iteration 3Q: 3 clusters Score -3.657545e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121734 members 
Mstep: Class 2 contains 162465 members 
Entering Unmasked Estep 
Score: -36578212.000000 Penalty: 6228.485352
	Iteration 4Q: 3 clusters Score -3.657821e+07 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111843 members 
Mstep: Class 2 contains 172356 members 
Entering Unmasked Estep 
Score: -36582404.000000 Penalty: 6228.485352
	Iteration 5Q: 3 clusters Score -3.65824e+07 nChanged 15440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 185388 members 
Entering Unmasked Estep 
Score: -36588468.000000 Penalty: 6228.485352
	Iteration 6F: 3 clusters Score -3.658847e+07 nChanged 17485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 200591 members 
Entering Unmasked Estep 
Score: -36597096.000000 Penalty: 6228.485352
	Iteration 7F: 3 clusters Score -3.65971e+07 nChanged 17521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 215626 members 
Entering Unmasked Estep 
Score: -36609828.000000 Penalty: 6228.485352
	Iteration 8F: 3 clusters Score -3.660983e+07 nChanged 16106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 229150 members 
Entering Unmasked Estep 
Score: -36623100.000000 Penalty: 6228.485352
	Iteration 9F: 3 clusters Score -3.66231e+07 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 239220 members 
Entering Unmasked Estep 
Score: -36632776.000000 Penalty: 6228.485352
	Iteration 10Q: 3 clusters Score -3.663278e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 245588 members 
Entering Unmasked Estep 
Score: -36638620.000000 Penalty: 6228.485352
	Iteration 11Q: 3 clusters Score -3.663862e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 249947 members 
Entering Unmasked Estep 
Score: -36641548.000000 Penalty: 6228.485352
	Iteration 12Q: 3 clusters Score -3.664155e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 253531 members 
Entering Unmasked Estep 
Score: -36643048.000000 Penalty: 6228.485352
	Iteration 13Q: 3 clusters Score -3.664305e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 256710 members 
Entering Unmasked Estep 
Score: -36644176.000000 Penalty: 6228.485352
	Iteration 14Q: 3 clusters Score -3.664418e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 259676 members 
Entering Unmasked Estep 
Score: -36645432.000000 Penalty: 6228.485352
	Iteration 15Q: 3 clusters Score -3.664543e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 262484 members 
Entering Unmasked Estep 
Score: -36646464.000000 Penalty: 6228.485352
	Iteration 16Q: 3 clusters Score -3.664646e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 265123 members 
Entering Unmasked Estep 
Score: -36647820.000000 Penalty: 6228.485352
	Iteration 17Q: 3 clusters Score -3.664782e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 267581 members 
Entering Unmasked Estep 
Score: -36648944.000000 Penalty: 6228.485352
	Iteration 18Q: 3 clusters Score -3.664894e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 269794 members 
Entering Unmasked Estep 
Score: -36649788.000000 Penalty: 6228.485352
	Iteration 19Q: 3 clusters Score -3.664979e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 271803 members 
Entering Unmasked Estep 
Score: -36650896.000000 Penalty: 6228.485352
	Iteration 20F: 3 clusters Score -3.66509e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 273545 members 
Entering Unmasked Estep 
Score: -36651752.000000 Penalty: 6228.485352
	Iteration 21Q: 3 clusters Score -3.665175e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 275145 members 
Entering Unmasked Estep 
Score: -36652720.000000 Penalty: 6228.485352
	Iteration 22Q: 3 clusters Score -3.665272e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 276521 members 
Entering Unmasked Estep 
Score: -36653736.000000 Penalty: 6228.485352
	Iteration 23Q: 3 clusters Score -3.665374e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 277723 members 
Entering Unmasked Estep 
Score: -36654496.000000 Penalty: 6228.485352
	Iteration 24Q: 3 clusters Score -3.66545e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 278746 members 
Entering Unmasked Estep 
Score: -36655228.000000 Penalty: 6228.485352
	Iteration 25Q: 3 clusters Score -3.665523e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 279638 members 
Entering Unmasked Estep 
Score: -36655716.000000 Penalty: 6228.485352
	Iteration 26Q: 3 clusters Score -3.665572e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 280366 members 
Entering Unmasked Estep 
Score: -36656320.000000 Penalty: 6228.485352
	Iteration 27Q: 3 clusters Score -3.665632e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 280959 members 
Entering Unmasked Estep 
Score: -36656908.000000 Penalty: 6228.485352
	Iteration 28Q: 3 clusters Score -3.665691e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 281439 members 
Entering Unmasked Estep 
Score: -36657316.000000 Penalty: 6228.485352
	Iteration 29Q: 3 clusters Score -3.665732e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 281796 members 
Entering Unmasked Estep 
Score: -36657640.000000 Penalty: 6228.485352
	Iteration 30Q: 3 clusters Score -3.665764e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 282103 members 
Entering Unmasked Estep 
Score: -36657872.000000 Penalty: 6228.485352
	Iteration 31Q: 3 clusters Score -3.665787e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 282314 members 
Entering Unmasked Estep 
Score: -36658024.000000 Penalty: 6228.485352
	Iteration 32Q: 3 clusters Score -3.665802e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 282478 members 
Entering Unmasked Estep 
Score: -36658232.000000 Penalty: 6228.485352
	Iteration 33Q: 3 clusters Score -3.665823e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 282609 members 
Entering Unmasked Estep 
Score: -36658344.000000 Penalty: 6228.485352
	Iteration 34Q: 3 clusters Score -3.665834e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 282711 members 
Entering Unmasked Estep 
Score: -36658440.000000 Penalty: 6228.485352
	Iteration 35Q: 3 clusters Score -3.665844e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 282803 members 
Entering Unmasked Estep 
Score: -36658564.000000 Penalty: 6228.485352
	Iteration 36Q: 3 clusters Score -3.665856e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 282875 members 
Entering Unmasked Estep 
Score: -36658692.000000 Penalty: 6228.485352
	Iteration 37Q: 3 clusters Score -3.665869e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 282945 members 
Entering Unmasked Estep 
Score: -36658732.000000 Penalty: 6228.485352
	Iteration 38Q: 3 clusters Score -3.665873e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 283008 members 
Entering Unmasked Estep 
Score: -36658768.000000 Penalty: 6228.485352
	Iteration 39Q: 3 clusters Score -3.665877e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 283053 members 
Entering Unmasked Estep 
Score: -36658792.000000 Penalty: 6228.485352
	Iteration 40F: 3 clusters Score -3.665879e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 283085 members 
Entering Unmasked Estep 
Score: -36658860.000000 Penalty: 6228.485352
	Iteration 41Q: 3 clusters Score -3.665886e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 283119 members 
Entering Unmasked Estep 
Score: -36658928.000000 Penalty: 6228.485352
	Iteration 42Q: 3 clusters Score -3.665893e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 283152 members 
Entering Unmasked Estep 
Score: -36658944.000000 Penalty: 6228.485352
	Iteration 43Q: 3 clusters Score -3.665894e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 283182 members 
Entering Unmasked Estep 
Score: -36658980.000000 Penalty: 6228.485352
	Iteration 44Q: 3 clusters Score -3.665898e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 283203 members 
Entering Unmasked Estep 
Score: -36659024.000000 Penalty: 6228.485352
	Iteration 45Q: 3 clusters Score -3.665902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 283230 members 
Entering Unmasked Estep 
Score: -36659028.000000 Penalty: 6228.485352
	Iteration 46Q: 3 clusters Score -3.665903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 283245 members 
Entering Unmasked Estep 
Score: -36659068.000000 Penalty: 6228.485352
	Iteration 47Q: 3 clusters Score -3.665907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 283260 members 
Entering Unmasked Estep 
Score: -36659068.000000 Penalty: 6228.485352
	Iteration 48Q: 3 clusters Score -3.665907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 283271 members 
Entering Unmasked Estep 
Score: -36659064.000000 Penalty: 6228.485352
	Iteration 49Q: 3 clusters Score -3.665906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 283281 members 
Entering Unmasked Estep 
Score: -36659064.000000 Penalty: 6228.485352
	Iteration 50Q: 3 clusters Score -3.665906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 283289 members 
Entering Unmasked Estep 
Score: -36659080.000000 Penalty: 6228.485352
	Iteration 51Q: 3 clusters Score -3.665908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 283295 members 
Entering Unmasked Estep 
Score: -36659092.000000 Penalty: 6228.485352
	Iteration 52Q: 3 clusters Score -3.665909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 283304 members 
Entering Unmasked Estep 
Score: -36659096.000000 Penalty: 6228.485352
	Iteration 53Q: 3 clusters Score -3.66591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 283312 members 
Entering Unmasked Estep 
Score: -36659144.000000 Penalty: 6228.485352
	Iteration 54Q: 3 clusters Score -3.665914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 283319 members 
Entering Unmasked Estep 
Score: -36659136.000000 Penalty: 6228.485352
	Iteration 55Q: 3 clusters Score -3.665914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 283327 members 
Entering Unmasked Estep 
Score: -36659152.000000 Penalty: 6228.485352
	Iteration 56Q: 3 clusters Score -3.665915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 283332 members 
Entering Unmasked Estep 
Score: -36659156.000000 Penalty: 6228.485352
	Iteration 57Q: 3 clusters Score -3.665916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 283334 members 
Entering Unmasked Estep 
Score: -36659172.000000 Penalty: 6228.485352
	Iteration 58Q: 3 clusters Score -3.665917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 283336 members 
Entering Unmasked Estep 
Score: -36659164.000000 Penalty: 6228.485352
	Iteration 59Q: 3 clusters Score -3.665916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 283338 members 
Entering Unmasked Estep 
Score: -36659164.000000 Penalty: 6228.485352
	Iteration 60F: 3 clusters Score -3.665916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 283341 members 
Entering Unmasked Estep 
Score: -36659148.000000 Penalty: 6228.485352
	Iteration 61Q: 3 clusters Score -3.665915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 283347 members 
Entering Unmasked Estep 
Score: -36659160.000000 Penalty: 6228.485352
	Iteration 62Q: 3 clusters Score -3.665916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 283357 members 
Entering Unmasked Estep 
Score: -36659156.000000 Penalty: 6228.485352
	Iteration 63Q: 3 clusters Score -3.665916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 283366 members 
Entering Unmasked Estep 
Score: -36659200.000000 Penalty: 6228.485352
	Iteration 64Q: 3 clusters Score -3.66592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 283373 members 
Entering Unmasked Estep 
Score: -36659216.000000 Penalty: 6228.485352
	Iteration 65Q: 3 clusters Score -3.665922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 283378 members 
Entering Unmasked Estep 
Score: -36659212.000000 Penalty: 6228.485352
	Iteration 66Q: 3 clusters Score -3.665921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 283383 members 
Entering Unmasked Estep 
Score: -36659204.000000 Penalty: 6228.485352
	Iteration 67Q: 3 clusters Score -3.66592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 283386 members 
Entering Unmasked Estep 
Score: -36659208.000000 Penalty: 6228.485352
	Iteration 68Q: 3 clusters Score -3.665921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 283389 members 
Entering Unmasked Estep 
Score: -36659216.000000 Penalty: 6228.485352
	Iteration 69Q: 3 clusters Score -3.665922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 283390 members 
Entering Unmasked Estep 
Score: -36659216.000000 Penalty: 6228.485352
	Iteration 70Q: 3 clusters Score -3.665922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 283391 members 
Entering Unmasked Estep 
Score: -36659228.000000 Penalty: 6228.485352
	Iteration 71Q: 3 clusters Score -3.665923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 283393 members 
Entering Unmasked Estep 
Score: -36659220.000000 Penalty: 6228.485352
	Iteration 72Q: 3 clusters Score -3.665922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 283394 members 
Entering Unmasked Estep 
Score: -36659216.000000 Penalty: 6228.485352
	Iteration 73Q: 3 clusters Score -3.665922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 283396 members 
Entering Unmasked Estep 
Score: -36659228.000000 Penalty: 6228.485352
	Iteration 74Q: 3 clusters Score -3.665923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 283397 members 
Entering Unmasked Estep 
Score: -36659216.000000 Penalty: 6228.485352
	Iteration 75Q: 3 clusters Score -3.665922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 283399 members 
Entering Unmasked Estep 
Score: -36659228.000000 Penalty: 6228.485352
	Iteration 76Q: 3 clusters Score -3.665923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 283402 members 
Entering Unmasked Estep 
Score: -36659224.000000 Penalty: 6228.485352
	Iteration 77Q: 3 clusters Score -3.665922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 283404 members 
Entering Unmasked Estep 
Score: -36659236.000000 Penalty: 6228.485352
	Iteration 78Q: 3 clusters Score -3.665924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 283407 members 
Entering Unmasked Estep 
Score: -36659260.000000 Penalty: 6228.485352
	Iteration 79Q: 3 clusters Score -3.665926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 283409 members 
Entering Unmasked Estep 
Score: -36659248.000000 Penalty: 6228.485352
	Iteration 80F: 3 clusters Score -3.665925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 283412 members 
Entering Unmasked Estep 
Score: -36659256.000000 Penalty: 6228.485352
	Iteration 81Q: 3 clusters Score -3.665926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 283415 members 
Entering Unmasked Estep 
Score: -36659260.000000 Penalty: 6228.485352
	Iteration 82Q: 3 clusters Score -3.665926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 283415 members 
Entering Unmasked Estep 
Score: -36659244.000000 Penalty: 6228.485352
	Iteration 83Q: 3 clusters Score -3.665924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 283416 members 
Entering Unmasked Estep 
Score: -36659264.000000 Penalty: 6228.485352
	Iteration 84Q: 3 clusters Score -3.665926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 283417 members 
Entering Unmasked Estep 
Score: -36659260.000000 Penalty: 6228.485352
	Iteration 85Q: 3 clusters Score -3.665926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 283419 members 
Entering Unmasked Estep 
Score: -36659248.000000 Penalty: 6228.485352
	Iteration 86Q: 3 clusters Score -3.665925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 283419 members 
Entering Unmasked Estep 
Score: -36659248.000000 Penalty: 6228.485352
	Iteration 87F: 3 clusters Score -3.665925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Entering Unmasked Estep 
Score: -951088.875000 Penalty: 2225.328369
	Iteration 0F: 2 clusters Score -951088.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -944806.875000 Penalty: 4450.656738
	Iteration 0F: 3 clusters Score -944806.9 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -946672.437500 Penalty: 4450.656738
	Iteration 1F: 3 clusters Score -946672.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -946988.000000 Penalty: 4450.656738
	Iteration 2F: 3 clusters Score -946988 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -947217.500000 Penalty: 4450.656738
	Iteration 3F: 3 clusters Score -947217.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -947423.750000 Penalty: 4450.656738
	Iteration 4Q: 3 clusters Score -947423.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -947628.687500 Penalty: 4450.656738
	Iteration 5Q: 3 clusters Score -947628.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -947847.062500 Penalty: 4450.656738
	Iteration 6Q: 3 clusters Score -947847.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -948054.750000 Penalty: 4450.656738
	Iteration 7Q: 3 clusters Score -948054.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -948224.562500 Penalty: 4450.656738
	Iteration 8Q: 3 clusters Score -948224.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -948391.875000 Penalty: 4450.656738
	Iteration 9Q: 3 clusters Score -948391.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -948555.000000 Penalty: 4450.656738
	Iteration 10Q: 3 clusters Score -948555 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -948717.687500 Penalty: 4450.656738
	Iteration 11Q: 3 clusters Score -948717.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -948859.312500 Penalty: 4450.656738
	Iteration 12Q: 3 clusters Score -948859.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -948970.562500 Penalty: 4450.656738
	Iteration 13Q: 3 clusters Score -948970.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -949074.687500 Penalty: 4450.656738
	Iteration 14Q: 3 clusters Score -949074.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -949176.500000 Penalty: 4450.656738
	Iteration 15Q: 3 clusters Score -949176.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -949274.875000 Penalty: 4450.656738
	Iteration 16Q: 3 clusters Score -949274.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -949339.375000 Penalty: 4450.656738
	Iteration 17Q: 3 clusters Score -949339.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -949409.250000 Penalty: 4450.656738
	Iteration 18Q: 3 clusters Score -949409.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -949458.000000 Penalty: 4450.656738
	Iteration 19Q: 3 clusters Score -949458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -949495.562500 Penalty: 4450.656738
	Iteration 20F: 3 clusters Score -949495.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -949533.500000 Penalty: 4450.656738
	Iteration 21Q: 3 clusters Score -949533.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -949553.000000 Penalty: 4450.656738
	Iteration 22Q: 3 clusters Score -949553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -949562.812500 Penalty: 4450.656738
	Iteration 23Q: 3 clusters Score -949562.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -949569.812500 Penalty: 4450.656738
	Iteration 24Q: 3 clusters Score -949569.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -949575.687500 Penalty: 4450.656738
	Iteration 25Q: 3 clusters Score -949575.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -949584.812500 Penalty: 4450.656738
	Iteration 26Q: 3 clusters Score -949584.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -949591.437500 Penalty: 4450.656738
	Iteration 27Q: 3 clusters Score -949591.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -949599.937500 Penalty: 4450.656738
	Iteration 28Q: 3 clusters Score -949599.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -949605.187500 Penalty: 4450.656738
	Iteration 29Q: 3 clusters Score -949605.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -949608.875000 Penalty: 4450.656738
	Iteration 30Q: 3 clusters Score -949608.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -949611.500000 Penalty: 4450.656738
	Iteration 31Q: 3 clusters Score -949611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -949612.687500 Penalty: 4450.656738
	Iteration 32Q: 3 clusters Score -949612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -949613.500000 Penalty: 4450.656738
	Iteration 33Q: 3 clusters Score -949613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -949615.062500 Penalty: 4450.656738
	Iteration 34Q: 3 clusters Score -949615.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -949618.062500 Penalty: 4450.656738
	Iteration 35Q: 3 clusters Score -949618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -949618.312500 Penalty: 4450.656738
	Iteration 36Q: 3 clusters Score -949618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -949618.687500 Penalty: 4450.656738
	Iteration 37Q: 3 clusters Score -949618.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -949618.437500 Penalty: 4450.656738
	Iteration 38Q: 3 clusters Score -949618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -949618.375000 Penalty: 4450.656738
	Iteration 39Q: 3 clusters Score -949618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -949618.375000 Penalty: 4450.656738
	Iteration 40F: 3 clusters Score -949618.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Entering Unmasked Estep 
Score: -5561952.500000 Penalty: 2650.766846
	Iteration 0F: 2 clusters Score -5561952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5532265.000000 Penalty: 5301.533691
	Iteration 0F: 3 clusters Score -5532265 nChanged 20148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -5543379.000000 Penalty: 5301.533691
	Iteration 1F: 3 clusters Score -5543379 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -5543866.000000 Penalty: 5301.533691
	Iteration 2Q: 3 clusters Score -5543866 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -5544399.000000 Penalty: 5301.533691
	Iteration 3Q: 3 clusters Score -5544399 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -5545099.500000 Penalty: 5301.533691
	Iteration 4Q: 3 clusters Score -5545100 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -5545936.500000 Penalty: 5301.533691
	Iteration 5Q: 3 clusters Score -5545936 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -5547088.000000 Penalty: 5301.533691
	Iteration 6F: 3 clusters Score -5547088 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -5548729.000000 Penalty: 5301.533691
	Iteration 7F: 3 clusters Score -5548729 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -5550814.500000 Penalty: 5301.533691
	Iteration 8F: 3 clusters Score -5550814 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -5553175.500000 Penalty: 5301.533691
	Iteration 9F: 3 clusters Score -5553176 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -5555300.500000 Penalty: 5301.533691
	Iteration 10F: 3 clusters Score -5555300 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -5557093.000000 Penalty: 5301.533691
	Iteration 11Q: 3 clusters Score -5557093 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -5558167.500000 Penalty: 5301.533691
	Iteration 12Q: 3 clusters Score -5558168 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -5558747.000000 Penalty: 5301.533691
	Iteration 13Q: 3 clusters Score -5558747 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -5559061.500000 Penalty: 5301.533691
	Iteration 14Q: 3 clusters Score -5559062 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -5559253.500000 Penalty: 5301.533691
	Iteration 15Q: 3 clusters Score -5559254 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -5559385.000000 Penalty: 5301.533691
	Iteration 16Q: 3 clusters Score -5559385 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -5559460.000000 Penalty: 5301.533691
	Iteration 17Q: 3 clusters Score -5559460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -5559499.500000 Penalty: 5301.533691
	Iteration 18Q: 3 clusters Score -5559500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -5559536.500000 Penalty: 5301.533691
	Iteration 19Q: 3 clusters Score -5559536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -5559556.500000 Penalty: 5301.533691
	Iteration 20F: 3 clusters Score -5559556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -5559571.000000 Penalty: 5301.533691
	Iteration 21Q: 3 clusters Score -5559571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -5559594.000000 Penalty: 5301.533691
	Iteration 22Q: 3 clusters Score -5559594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5559605.500000 Penalty: 5301.533691
	Iteration 23Q: 3 clusters Score -5559606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -5559610.500000 Penalty: 5301.533691
	Iteration 24Q: 3 clusters Score -5559610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -5559615.500000 Penalty: 5301.533691
	Iteration 25Q: 3 clusters Score -5559616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -5559634.500000 Penalty: 5301.533691
	Iteration 26Q: 3 clusters Score -5559634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -5559651.500000 Penalty: 5301.533691
	Iteration 27Q: 3 clusters Score -5559652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -5559661.500000 Penalty: 5301.533691
	Iteration 28Q: 3 clusters Score -5559662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -5559663.000000 Penalty: 5301.533691
	Iteration 29Q: 3 clusters Score -5559663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -5559671.500000 Penalty: 5301.533691
	Iteration 30Q: 3 clusters Score -5559672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -5559670.000000 Penalty: 5301.533691
	Iteration 31Q: 3 clusters Score -5559670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -5559671.500000 Penalty: 5301.533691
	Iteration 32Q: 3 clusters Score -5559672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -5559672.500000 Penalty: 5301.533691
	Iteration 33Q: 3 clusters Score -5559672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -5559678.000000 Penalty: 5301.533691
	Iteration 34Q: 3 clusters Score -5559678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -5559678.000000 Penalty: 5301.533691
	Iteration 35F: 3 clusters Score -5559678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Entering Unmasked Estep 
Score: -5538618.000000 Penalty: 2647.384521
	Iteration 0F: 2 clusters Score -5538618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -5509392.000000 Penalty: 5294.769043
	Iteration 0F: 3 clusters Score -5509392 nChanged 19942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -5520604.000000 Penalty: 5294.769043
	Iteration 1F: 3 clusters Score -5520604 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -5521173.000000 Penalty: 5294.769043
	Iteration 2Q: 3 clusters Score -5521173 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -5521764.000000 Penalty: 5294.769043
	Iteration 3Q: 3 clusters Score -5521764 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -5522405.500000 Penalty: 5294.769043
	Iteration 4Q: 3 clusters Score -5522406 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -5523173.000000 Penalty: 5294.769043
	Iteration 5Q: 3 clusters Score -5523173 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -5524102.000000 Penalty: 5294.769043
	Iteration 6Q: 3 clusters Score -5524102 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -5525296.000000 Penalty: 5294.769043
	Iteration 7F: 3 clusters Score -5525296 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -5526797.500000 Penalty: 5294.769043
	Iteration 8F: 3 clusters Score -5526798 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -5528779.000000 Penalty: 5294.769043
	Iteration 9F: 3 clusters Score -5528779 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -5530881.500000 Penalty: 5294.769043
	Iteration 10F: 3 clusters Score -5530882 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -5532164.500000 Penalty: 5294.769043
	Iteration 11Q: 3 clusters Score -5532164 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -5532757.500000 Penalty: 5294.769043
	Iteration 12Q: 3 clusters Score -5532758 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -5533075.500000 Penalty: 5294.769043
	Iteration 13Q: 3 clusters Score -5533076 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -5533312.000000 Penalty: 5294.769043
	Iteration 14Q: 3 clusters Score -5533312 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -5533524.500000 Penalty: 5294.769043
	Iteration 15Q: 3 clusters Score -5533524 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -5533708.500000 Penalty: 5294.769043
	Iteration 16Q: 3 clusters Score -5533708 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -5533862.500000 Penalty: 5294.769043
	Iteration 17Q: 3 clusters Score -5533862 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -5534003.500000 Penalty: 5294.769043
	Iteration 18Q: 3 clusters Score -5534004 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -5534182.000000 Penalty: 5294.769043
	Iteration 19Q: 3 clusters Score -5534182 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -5534323.500000 Penalty: 5294.769043
	Iteration 20F: 3 clusters Score -5534324 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -5534440.000000 Penalty: 5294.769043
	Iteration 21Q: 3 clusters Score -5534440 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -5534536.000000 Penalty: 5294.769043
	Iteration 22Q: 3 clusters Score -5534536 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -5534659.000000 Penalty: 5294.769043
	Iteration 23Q: 3 clusters Score -5534659 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -5534787.000000 Penalty: 5294.769043
	Iteration 24Q: 3 clusters Score -5534787 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -5534874.000000 Penalty: 5294.769043
	Iteration 25Q: 3 clusters Score -5534874 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -5534989.000000 Penalty: 5294.769043
	Iteration 26Q: 3 clusters Score -5534989 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -5535098.500000 Penalty: 5294.769043
	Iteration 27Q: 3 clusters Score -5535098 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -5535192.500000 Penalty: 5294.769043
	Iteration 28Q: 3 clusters Score -5535192 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -5535266.500000 Penalty: 5294.769043
	Iteration 29Q: 3 clusters Score -5535266 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -5535293.000000 Penalty: 5294.769043
	Iteration 30Q: 3 clusters Score -5535293 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -5535352.500000 Penalty: 5294.769043
	Iteration 31Q: 3 clusters Score -5535352 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -5535411.500000 Penalty: 5294.769043
	Iteration 32Q: 3 clusters Score -5535412 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -5535473.000000 Penalty: 5294.769043
	Iteration 33Q: 3 clusters Score -5535473 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -5535505.000000 Penalty: 5294.769043
	Iteration 34Q: 3 clusters Score -5535505 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -5535557.000000 Penalty: 5294.769043
	Iteration 35Q: 3 clusters Score -5535557 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -5535595.500000 Penalty: 5294.769043
	Iteration 36Q: 3 clusters Score -5535596 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -5535657.500000 Penalty: 5294.769043
	Iteration 37Q: 3 clusters Score -5535658 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -5535710.500000 Penalty: 5294.769043
	Iteration 38Q: 3 clusters Score -5535710 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -5535747.000000 Penalty: 5294.769043
	Iteration 39Q: 3 clusters Score -5535747 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5535799.000000 Penalty: 5294.769043
	Iteration 40F: 3 clusters Score -5535799 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -5535833.500000 Penalty: 5294.769043
	Iteration 41Q: 3 clusters Score -5535834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -5535850.000000 Penalty: 5294.769043
	Iteration 42Q: 3 clusters Score -5535850 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -5535893.500000 Penalty: 5294.769043
	Iteration 43Q: 3 clusters Score -5535894 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -5535909.000000 Penalty: 5294.769043
	Iteration 44Q: 3 clusters Score -5535909 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -5535954.000000 Penalty: 5294.769043
	Iteration 45Q: 3 clusters Score -5535954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -5535970.000000 Penalty: 5294.769043
	Iteration 46Q: 3 clusters Score -5535970 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -5535992.000000 Penalty: 5294.769043
	Iteration 47Q: 3 clusters Score -5535992 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -5536031.000000 Penalty: 5294.769043
	Iteration 48Q: 3 clusters Score -5536031 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5536049.500000 Penalty: 5294.769043
	Iteration 49Q: 3 clusters Score -5536050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -5536092.500000 Penalty: 5294.769043
	Iteration 50Q: 3 clusters Score -5536092 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5536123.500000 Penalty: 5294.769043
	Iteration 51Q: 3 clusters Score -5536124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5536133.000000 Penalty: 5294.769043
	Iteration 52Q: 3 clusters Score -5536133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -5536141.000000 Penalty: 5294.769043
	Iteration 53Q: 3 clusters Score -5536141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -5536171.000000 Penalty: 5294.769043
	Iteration 54Q: 3 clusters Score -5536171 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5536188.500000 Penalty: 5294.769043
	Iteration 55Q: 3 clusters Score -5536188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -5536195.000000 Penalty: 5294.769043
	Iteration 56Q: 3 clusters Score -5536195 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5536212.000000 Penalty: 5294.769043
	Iteration 57Q: 3 clusters Score -5536212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -5536228.000000 Penalty: 5294.769043
	Iteration 58Q: 3 clusters Score -5536228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -5536253.000000 Penalty: 5294.769043
	Iteration 59Q: 3 clusters Score -5536253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -5536269.000000 Penalty: 5294.769043
	Iteration 60F: 3 clusters Score -5536269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -5536292.500000 Penalty: 5294.769043
	Iteration 61Q: 3 clusters Score -5536292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -5536293.000000 Penalty: 5294.769043
	Iteration 62Q: 3 clusters Score -5536293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -5536306.000000 Penalty: 5294.769043
	Iteration 63Q: 3 clusters Score -5536306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -5536314.000000 Penalty: 5294.769043
	Iteration 64Q: 3 clusters Score -5536314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -5536329.000000 Penalty: 5294.769043
	Iteration 65Q: 3 clusters Score -5536329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -5536339.500000 Penalty: 5294.769043
	Iteration 66Q: 3 clusters Score -5536340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -5536350.000000 Penalty: 5294.769043
	Iteration 67Q: 3 clusters Score -5536350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -5536364.000000 Penalty: 5294.769043
	Iteration 68Q: 3 clusters Score -5536364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -5536361.000000 Penalty: 5294.769043
	Iteration 69Q: 3 clusters Score -5536361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -5536367.500000 Penalty: 5294.769043
	Iteration 70Q: 3 clusters Score -5536368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -5536357.500000 Penalty: 5294.769043
	Iteration 71Q: 3 clusters Score -5536358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -5536375.500000 Penalty: 5294.769043
	Iteration 72Q: 3 clusters Score -5536376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -5536385.500000 Penalty: 5294.769043
	Iteration 73Q: 3 clusters Score -5536386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -5536378.500000 Penalty: 5294.769043
	Iteration 74Q: 3 clusters Score -5536378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -5536392.000000 Penalty: 5294.769043
	Iteration 75Q: 3 clusters Score -5536392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -5536398.000000 Penalty: 5294.769043
	Iteration 76Q: 3 clusters Score -5536398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5536396.000000 Penalty: 5294.769043
	Iteration 77Q: 3 clusters Score -5536396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5536390.000000 Penalty: 5294.769043
	Iteration 78Q: 3 clusters Score -5536390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -5536391.500000 Penalty: 5294.769043
	Iteration 79Q: 3 clusters Score -5536392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -5536395.000000 Penalty: 5294.769043
	Iteration 80F: 3 clusters Score -5536395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5536395.500000 Penalty: 5294.769043
	Iteration 81Q: 3 clusters Score -5536396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -5536397.000000 Penalty: 5294.769043
	Iteration 82Q: 3 clusters Score -5536397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5536393.500000 Penalty: 5294.769043
	Iteration 83Q: 3 clusters Score -5536394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -5536395.000000 Penalty: 5294.769043
	Iteration 84Q: 3 clusters Score -5536395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -5536405.000000 Penalty: 5294.769043
	Iteration 85Q: 3 clusters Score -5536405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -5536397.000000 Penalty: 5294.769043
	Iteration 86Q: 3 clusters Score -5536397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -5536397.000000 Penalty: 5294.769043
	Iteration 87F: 3 clusters Score -5536397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -1171919.750000 Penalty: 2276.866211
	Iteration 0F: 2 clusters Score -1171920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1164442.375000 Penalty: 4553.732422
	Iteration 0F: 3 clusters Score -1164442 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1166542.625000 Penalty: 4553.732422
	Iteration 1F: 3 clusters Score -1166543 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1166876.875000 Penalty: 4553.732422
	Iteration 2F: 3 clusters Score -1166877 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1167119.750000 Penalty: 4553.732422
	Iteration 3F: 3 clusters Score -1167120 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1167343.875000 Penalty: 4553.732422
	Iteration 4Q: 3 clusters Score -1167344 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1167573.375000 Penalty: 4553.732422
	Iteration 5Q: 3 clusters Score -1167573 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1167779.375000 Penalty: 4553.732422
	Iteration 6Q: 3 clusters Score -1167779 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1168035.000000 Penalty: 4553.732422
	Iteration 7Q: 3 clusters Score -1168035 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1168414.125000 Penalty: 4553.732422
	Iteration 8Q: 3 clusters Score -1168414 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1168893.875000 Penalty: 4553.732422
	Iteration 9F: 3 clusters Score -1168894 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1169395.375000 Penalty: 4553.732422
	Iteration 10F: 3 clusters Score -1169395 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1169842.625000 Penalty: 4553.732422
	Iteration 11Q: 3 clusters Score -1169843 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1170174.625000 Penalty: 4553.732422
	Iteration 12Q: 3 clusters Score -1170175 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1170403.625000 Penalty: 4553.732422
	Iteration 13Q: 3 clusters Score -1170404 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1170566.375000 Penalty: 4553.732422
	Iteration 14Q: 3 clusters Score -1170566 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1170694.375000 Penalty: 4553.732422
	Iteration 15Q: 3 clusters Score -1170694 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1170808.875000 Penalty: 4553.732422
	Iteration 16Q: 3 clusters Score -1170809 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1170926.500000 Penalty: 4553.732422
	Iteration 17Q: 3 clusters Score -1170926 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1171018.000000 Penalty: 4553.732422
	Iteration 18Q: 3 clusters Score -1171018 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1171112.375000 Penalty: 4553.732422
	Iteration 19Q: 3 clusters Score -1171112 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1171199.250000 Penalty: 4553.732422
	Iteration 20F: 3 clusters Score -1171199 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1171283.125000 Penalty: 4553.732422
	Iteration 21Q: 3 clusters Score -1171283 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1171354.125000 Penalty: 4553.732422
	Iteration 22Q: 3 clusters Score -1171354 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1171429.375000 Penalty: 4553.732422
	Iteration 23Q: 3 clusters Score -1171429 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1171507.875000 Penalty: 4553.732422
	Iteration 24Q: 3 clusters Score -1171508 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1171578.375000 Penalty: 4553.732422
	Iteration 25Q: 3 clusters Score -1171578 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1171658.625000 Penalty: 4553.732422
	Iteration 26Q: 3 clusters Score -1171659 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1171710.250000 Penalty: 4553.732422
	Iteration 27Q: 3 clusters Score -1171710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1171752.500000 Penalty: 4553.732422
	Iteration 28Q: 3 clusters Score -1171752 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1171792.000000 Penalty: 4553.732422
	Iteration 29Q: 3 clusters Score -1171792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1171811.625000 Penalty: 4553.732422
	Iteration 30Q: 3 clusters Score -1171812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1171831.125000 Penalty: 4553.732422
	Iteration 31Q: 3 clusters Score -1171831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1171848.625000 Penalty: 4553.732422
	Iteration 32Q: 3 clusters Score -1171849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1171860.000000 Penalty: 4553.732422
	Iteration 33Q: 3 clusters Score -1171860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1171869.375000 Penalty: 4553.732422
	Iteration 34Q: 3 clusters Score -1171869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1171873.125000 Penalty: 4553.732422
	Iteration 35Q: 3 clusters Score -1171873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1171873.250000 Penalty: 4553.732422
	Iteration 36Q: 3 clusters Score -1171873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1171878.000000 Penalty: 4553.732422
	Iteration 37Q: 3 clusters Score -1171878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1171881.750000 Penalty: 4553.732422
	Iteration 38Q: 3 clusters Score -1171882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1171882.500000 Penalty: 4553.732422
	Iteration 39Q: 3 clusters Score -1171882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1171882.000000 Penalty: 4553.732422
	Iteration 40F: 3 clusters Score -1171882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1171886.000000 Penalty: 4553.732422
	Iteration 41Q: 3 clusters Score -1171886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1171892.000000 Penalty: 4553.732422
	Iteration 42Q: 3 clusters Score -1171892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1171893.750000 Penalty: 4553.732422
	Iteration 43Q: 3 clusters Score -1171894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1171894.875000 Penalty: 4553.732422
	Iteration 44Q: 3 clusters Score -1171895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1171892.750000 Penalty: 4553.732422
	Iteration 45Q: 3 clusters Score -1171893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1171893.750000 Penalty: 4553.732422
	Iteration 46Q: 3 clusters Score -1171894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1171892.750000 Penalty: 4553.732422
	Iteration 47Q: 3 clusters Score -1171893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1171892.250000 Penalty: 4553.732422
	Iteration 48Q: 3 clusters Score -1171892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1171892.250000 Penalty: 4553.732422
	Iteration 49F: 3 clusters Score -1171892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Entering Unmasked Estep 
Score: -731111.437500 Penalty: 2148.558350
	Iteration 0F: 2 clusters Score -731111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -726037.250000 Penalty: 4297.116699
	Iteration 0F: 3 clusters Score -726037.2 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -727327.250000 Penalty: 4297.116699
	Iteration 1F: 3 clusters Score -727327.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -727568.250000 Penalty: 4297.116699
	Iteration 2F: 3 clusters Score -727568.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -727791.312500 Penalty: 4297.116699
	Iteration 3F: 3 clusters Score -727791.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -727992.500000 Penalty: 4297.116699
	Iteration 4F: 3 clusters Score -727992.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -728202.375000 Penalty: 4297.116699
	Iteration 5F: 3 clusters Score -728202.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -728394.312500 Penalty: 4297.116699
	Iteration 6Q: 3 clusters Score -728394.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -728570.187500 Penalty: 4297.116699
	Iteration 7Q: 3 clusters Score -728570.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -728707.437500 Penalty: 4297.116699
	Iteration 8Q: 3 clusters Score -728707.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -728842.875000 Penalty: 4297.116699
	Iteration 9Q: 3 clusters Score -728842.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -728946.562500 Penalty: 4297.116699
	Iteration 10Q: 3 clusters Score -728946.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -729028.250000 Penalty: 4297.116699
	Iteration 11Q: 3 clusters Score -729028.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -729087.250000 Penalty: 4297.116699
	Iteration 12Q: 3 clusters Score -729087.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -729135.750000 Penalty: 4297.116699
	Iteration 13Q: 3 clusters Score -729135.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -729172.000000 Penalty: 4297.116699
	Iteration 14Q: 3 clusters Score -729172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -729196.000000 Penalty: 4297.116699
	Iteration 15Q: 3 clusters Score -729196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -729214.125000 Penalty: 4297.116699
	Iteration 16Q: 3 clusters Score -729214.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -729232.875000 Penalty: 4297.116699
	Iteration 17Q: 3 clusters Score -729232.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -729246.625000 Penalty: 4297.116699
	Iteration 18Q: 3 clusters Score -729246.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -729255.562500 Penalty: 4297.116699
	Iteration 19Q: 3 clusters Score -729255.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -729261.812500 Penalty: 4297.116699
	Iteration 20F: 3 clusters Score -729261.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -729265.562500 Penalty: 4297.116699
	Iteration 21Q: 3 clusters Score -729265.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -729267.437500 Penalty: 4297.116699
	Iteration 22Q: 3 clusters Score -729267.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -729269.750000 Penalty: 4297.116699
	Iteration 23Q: 3 clusters Score -729269.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -729271.875000 Penalty: 4297.116699
	Iteration 24Q: 3 clusters Score -729271.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -729274.625000 Penalty: 4297.116699
	Iteration 25Q: 3 clusters Score -729274.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -729277.500000 Penalty: 4297.116699
	Iteration 26Q: 3 clusters Score -729277.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -729281.125000 Penalty: 4297.116699
	Iteration 27Q: 3 clusters Score -729281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -729281.437500 Penalty: 4297.116699
	Iteration 28Q: 3 clusters Score -729281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -729284.687500 Penalty: 4297.116699
	Iteration 29Q: 3 clusters Score -729284.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -729285.250000 Penalty: 4297.116699
	Iteration 30Q: 3 clusters Score -729285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -729285.062500 Penalty: 4297.116699
	Iteration 31Q: 3 clusters Score -729285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -729287.437500 Penalty: 4297.116699
	Iteration 32Q: 3 clusters Score -729287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -729287.125000 Penalty: 4297.116699
	Iteration 33Q: 3 clusters Score -729287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -729288.000000 Penalty: 4297.116699
	Iteration 34Q: 3 clusters Score -729288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -729289.500000 Penalty: 4297.116699
	Iteration 35Q: 3 clusters Score -729289.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -729289.500000 Penalty: 4297.116699
	Iteration 36F: 3 clusters Score -729289.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Entering Unmasked Estep 
Score: -2019898.000000 Penalty: 2403.177490
	Iteration 0F: 2 clusters Score -2019898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2008234.250000 Penalty: 4806.354980
	Iteration 0F: 3 clusters Score -2008234 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2012001.500000 Penalty: 4806.354980
	Iteration 1F: 3 clusters Score -2012002 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2012482.875000 Penalty: 4806.354980
	Iteration 2F: 3 clusters Score -2012483 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2012921.750000 Penalty: 4806.354980
	Iteration 3F: 3 clusters Score -2012922 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2013316.500000 Penalty: 4806.354980
	Iteration 4F: 3 clusters Score -2013316 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2013705.250000 Penalty: 4806.354980
	Iteration 5Q: 3 clusters Score -2013705 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2014153.250000 Penalty: 4806.354980
	Iteration 6Q: 3 clusters Score -2014153 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2014614.000000 Penalty: 4806.354980
	Iteration 7Q: 3 clusters Score -2014614 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2015103.500000 Penalty: 4806.354980
	Iteration 8F: 3 clusters Score -2015104 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2015548.375000 Penalty: 4806.354980
	Iteration 9Q: 3 clusters Score -2015548 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2015878.375000 Penalty: 4806.354980
	Iteration 10Q: 3 clusters Score -2015878 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2016111.375000 Penalty: 4806.354980
	Iteration 11Q: 3 clusters Score -2016111 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2016269.250000 Penalty: 4806.354980
	Iteration 12Q: 3 clusters Score -2016269 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2016422.625000 Penalty: 4806.354980
	Iteration 13Q: 3 clusters Score -2016423 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2016575.000000 Penalty: 4806.354980
	Iteration 14Q: 3 clusters Score -2016575 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2016780.375000 Penalty: 4806.354980
	Iteration 15Q: 3 clusters Score -2016780 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2017061.500000 Penalty: 4806.354980
	Iteration 16Q: 3 clusters Score -2017062 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2017368.250000 Penalty: 4806.354980
	Iteration 17Q: 3 clusters Score -2017368 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2017593.000000 Penalty: 4806.354980
	Iteration 18Q: 3 clusters Score -2017593 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2017714.500000 Penalty: 4806.354980
	Iteration 19Q: 3 clusters Score -2017714 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2017760.750000 Penalty: 4806.354980
	Iteration 20F: 3 clusters Score -2017761 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2017794.125000 Penalty: 4806.354980
	Iteration 21Q: 3 clusters Score -2017794 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2017815.750000 Penalty: 4806.354980
	Iteration 22Q: 3 clusters Score -2017816 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2017829.500000 Penalty: 4806.354980
	Iteration 23Q: 3 clusters Score -2017830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2017838.875000 Penalty: 4806.354980
	Iteration 24Q: 3 clusters Score -2017839 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2017853.875000 Penalty: 4806.354980
	Iteration 25Q: 3 clusters Score -2017854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2017851.250000 Penalty: 4806.354980
	Iteration 26Q: 3 clusters Score -2017851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2017859.375000 Penalty: 4806.354980
	Iteration 27Q: 3 clusters Score -2017859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2017861.875000 Penalty: 4806.354980
	Iteration 28Q: 3 clusters Score -2017862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2017866.625000 Penalty: 4806.354980
	Iteration 29Q: 3 clusters Score -2017867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2017865.125000 Penalty: 4806.354980
	Iteration 30Q: 3 clusters Score -2017865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2017868.750000 Penalty: 4806.354980
	Iteration 31Q: 3 clusters Score -2017869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2017866.375000 Penalty: 4806.354980
	Iteration 32Q: 3 clusters Score -2017866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2017865.125000 Penalty: 4806.354980
	Iteration 33Q: 3 clusters Score -2017865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2017866.375000 Penalty: 4806.354980
	Iteration 34Q: 3 clusters Score -2017866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2017867.125000 Penalty: 4806.354980
	Iteration 35Q: 3 clusters Score -2017867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2017866.500000 Penalty: 4806.354980
	Iteration 36Q: 3 clusters Score -2017866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2017866.375000 Penalty: 4806.354980
	Iteration 37Q: 3 clusters Score -2017866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2017867.500000 Penalty: 4806.354980
	Iteration 38Q: 3 clusters Score -2017868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2017866.875000 Penalty: 4806.354980
	Iteration 39Q: 3 clusters Score -2017867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2017866.500000 Penalty: 4806.354980
	Iteration 40F: 3 clusters Score -2017866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2017866.125000 Penalty: 4806.354980
	Iteration 41Q: 3 clusters Score -2017866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2017867.125000 Penalty: 4806.354980
	Iteration 42Q: 3 clusters Score -2017867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2017867.250000 Penalty: 4806.354980
	Iteration 43Q: 3 clusters Score -2017867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2017867.875000 Penalty: 4806.354980
	Iteration 44Q: 3 clusters Score -2017868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2017870.000000 Penalty: 4806.354980
	Iteration 45Q: 3 clusters Score -2017870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2017868.250000 Penalty: 4806.354980
	Iteration 46Q: 3 clusters Score -2017868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2017868.250000 Penalty: 4806.354980
	Iteration 47F: 3 clusters Score -2017868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Entering Unmasked Estep 
Score: -3817960.500000 Penalty: 2559.594727
	Iteration 0F: 2 clusters Score -3817960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3797052.750000 Penalty: 5119.189453
	Iteration 0F: 3 clusters Score -3797053 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3804834.250000 Penalty: 5119.189453
	Iteration 1F: 3 clusters Score -3804834 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3805648.500000 Penalty: 5119.189453
	Iteration 2F: 3 clusters Score -3805648 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3806618.000000 Penalty: 5119.189453
	Iteration 3F: 3 clusters Score -3806618 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3807748.500000 Penalty: 5119.189453
	Iteration 4F: 3 clusters Score -3807748 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3808941.750000 Penalty: 5119.189453
	Iteration 5F: 3 clusters Score -3808942 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3810078.500000 Penalty: 5119.189453
	Iteration 6F: 3 clusters Score -3810078 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3811105.000000 Penalty: 5119.189453
	Iteration 7F: 3 clusters Score -3811105 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3811966.000000 Penalty: 5119.189453
	Iteration 8Q: 3 clusters Score -3811966 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3812738.000000 Penalty: 5119.189453
	Iteration 9Q: 3 clusters Score -3812738 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3813413.500000 Penalty: 5119.189453
	Iteration 10Q: 3 clusters Score -3813414 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3813974.750000 Penalty: 5119.189453
	Iteration 11Q: 3 clusters Score -3813975 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3814422.500000 Penalty: 5119.189453
	Iteration 12Q: 3 clusters Score -3814422 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3814774.500000 Penalty: 5119.189453
	Iteration 13Q: 3 clusters Score -3814774 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3815009.750000 Penalty: 5119.189453
	Iteration 14Q: 3 clusters Score -3815010 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3815198.500000 Penalty: 5119.189453
	Iteration 15Q: 3 clusters Score -3815198 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3815362.250000 Penalty: 5119.189453
	Iteration 16Q: 3 clusters Score -3815362 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3815519.250000 Penalty: 5119.189453
	Iteration 17Q: 3 clusters Score -3815519 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3815655.000000 Penalty: 5119.189453
	Iteration 18Q: 3 clusters Score -3815655 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3815800.250000 Penalty: 5119.189453
	Iteration 19Q: 3 clusters Score -3815800 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3815924.750000 Penalty: 5119.189453
	Iteration 20F: 3 clusters Score -3815925 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3816009.250000 Penalty: 5119.189453
	Iteration 21Q: 3 clusters Score -3816009 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3816091.750000 Penalty: 5119.189453
	Iteration 22Q: 3 clusters Score -3816092 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3816167.000000 Penalty: 5119.189453
	Iteration 23Q: 3 clusters Score -3816167 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3816256.750000 Penalty: 5119.189453
	Iteration 24Q: 3 clusters Score -3816257 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3816380.500000 Penalty: 5119.189453
	Iteration 25Q: 3 clusters Score -3816380 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3816462.500000 Penalty: 5119.189453
	Iteration 26Q: 3 clusters Score -3816462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -3816551.500000 Penalty: 5119.189453
	Iteration 27Q: 3 clusters Score -3816552 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -3816659.500000 Penalty: 5119.189453
	Iteration 28Q: 3 clusters Score -3816660 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3816764.750000 Penalty: 5119.189453
	Iteration 29Q: 3 clusters Score -3816765 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3816880.250000 Penalty: 5119.189453
	Iteration 30Q: 3 clusters Score -3816880 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -3816981.750000 Penalty: 5119.189453
	Iteration 31Q: 3 clusters Score -3816982 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3817079.250000 Penalty: 5119.189453
	Iteration 32Q: 3 clusters Score -3817079 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3817180.750000 Penalty: 5119.189453
	Iteration 33Q: 3 clusters Score -3817181 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3817249.500000 Penalty: 5119.189453
	Iteration 34Q: 3 clusters Score -3817250 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -3817316.750000 Penalty: 5119.189453
	Iteration 35Q: 3 clusters Score -3817317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3817360.500000 Penalty: 5119.189453
	Iteration 36Q: 3 clusters Score -3817360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -3817390.000000 Penalty: 5119.189453
	Iteration 37Q: 3 clusters Score -3817390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3817401.250000 Penalty: 5119.189453
	Iteration 38Q: 3 clusters Score -3817401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -3817411.750000 Penalty: 5119.189453
	Iteration 39Q: 3 clusters Score -3817412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -3817421.750000 Penalty: 5119.189453
	Iteration 40F: 3 clusters Score -3817422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3817425.250000 Penalty: 5119.189453
	Iteration 41Q: 3 clusters Score -3817425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -3817427.750000 Penalty: 5119.189453
	Iteration 42Q: 3 clusters Score -3817428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -3817430.000000 Penalty: 5119.189453
	Iteration 43Q: 3 clusters Score -3817430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3817432.250000 Penalty: 5119.189453
	Iteration 44Q: 3 clusters Score -3817432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -3817433.500000 Penalty: 5119.189453
	Iteration 45Q: 3 clusters Score -3817434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -3817435.500000 Penalty: 5119.189453
	Iteration 46Q: 3 clusters Score -3817436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3817430.750000 Penalty: 5119.189453
	Iteration 47Q: 3 clusters Score -3817431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3817433.500000 Penalty: 5119.189453
	Iteration 48Q: 3 clusters Score -3817434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3817432.750000 Penalty: 5119.189453
	Iteration 49Q: 3 clusters Score -3817433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3817436.750000 Penalty: 5119.189453
	Iteration 50Q: 3 clusters Score -3817437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3817436.750000 Penalty: 5119.189453
	Iteration 51F: 3 clusters Score -3817437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Entering Unmasked Estep 
Score: -1543938.625000 Penalty: 2345.734131
	Iteration 0F: 2 clusters Score -1543939 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 6467 members 
Entering Unmasked Estep 
Score: -1534473.750000 Penalty: 4691.468262
	Iteration 0F: 3 clusters Score -1534474 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1537401.750000 Penalty: 4691.468262
	Iteration 1F: 3 clusters Score -1537402 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1537803.375000 Penalty: 4691.468262
	Iteration 2F: 3 clusters Score -1537803 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1538100.750000 Penalty: 4691.468262
	Iteration 3F: 3 clusters Score -1538101 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1538375.250000 Penalty: 4691.468262
	Iteration 4Q: 3 clusters Score -1538375 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1538697.125000 Penalty: 4691.468262
	Iteration 5Q: 3 clusters Score -1538697 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1539103.500000 Penalty: 4691.468262
	Iteration 6Q: 3 clusters Score -1539104 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1539620.375000 Penalty: 4691.468262
	Iteration 7F: 3 clusters Score -1539620 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1540368.250000 Penalty: 4691.468262
	Iteration 8F: 3 clusters Score -1540368 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1541251.625000 Penalty: 4691.468262
	Iteration 9F: 3 clusters Score -1541252 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1542007.250000 Penalty: 4691.468262
	Iteration 10F: 3 clusters Score -1542007 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1542507.750000 Penalty: 4691.468262
	Iteration 11F: 3 clusters Score -1542508 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1542840.250000 Penalty: 4691.468262
	Iteration 12Q: 3 clusters Score -1542840 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1543116.125000 Penalty: 4691.468262
	Iteration 13Q: 3 clusters Score -1543116 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1543368.750000 Penalty: 4691.468262
	Iteration 14Q: 3 clusters Score -1543369 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1543633.875000 Penalty: 4691.468262
	Iteration 15Q: 3 clusters Score -1543634 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1543881.000000 Penalty: 4691.468262
	Iteration 16Q: 3 clusters Score -1543881 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1544031.875000 Penalty: 4691.468262
	Iteration 17Q: 3 clusters Score -1544032 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1544104.375000 Penalty: 4691.468262
	Iteration 18Q: 3 clusters Score -1544104 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1544141.375000 Penalty: 4691.468262
	Iteration 19Q: 3 clusters Score -1544141 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1544160.375000 Penalty: 4691.468262
	Iteration 20F: 3 clusters Score -1544160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1544179.750000 Penalty: 4691.468262
	Iteration 21Q: 3 clusters Score -1544180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1544194.500000 Penalty: 4691.468262
	Iteration 22Q: 3 clusters Score -1544194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1544197.250000 Penalty: 4691.468262
	Iteration 23Q: 3 clusters Score -1544197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1544202.375000 Penalty: 4691.468262
	Iteration 24Q: 3 clusters Score -1544202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1544202.375000 Penalty: 4691.468262
	Iteration 25Q: 3 clusters Score -1544202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1544203.500000 Penalty: 4691.468262
	Iteration 26Q: 3 clusters Score -1544204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1544206.125000 Penalty: 4691.468262
	Iteration 27Q: 3 clusters Score -1544206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1544204.125000 Penalty: 4691.468262
	Iteration 28Q: 3 clusters Score -1544204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1544200.750000 Penalty: 4691.468262
	Iteration 29Q: 3 clusters Score -1544201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1544201.750000 Penalty: 4691.468262
	Iteration 30Q: 3 clusters Score -1544202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1544201.750000 Penalty: 4691.468262
	Iteration 31F: 3 clusters Score -1544202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284199 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43852 members 
Mstep: Class 7 contains 43258 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77957 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152842 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 7402 members 
Entering Unmasked Estep 
Score: -157742752.000000 Penalty: 111509.140625
Splitting cluster 12 changes total score from -157743408.000000 to -157742752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (53097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Entering Unmasked Estep 
Score: -6854715.500000 Penalty: 2698.209229
	Iteration 0F: 2 clusters Score -6854716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -6819184.500000 Penalty: 5396.418457
	Iteration 0F: 3 clusters Score -6819184 nChanged 24457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -6832682.000000 Penalty: 5396.418457
	Iteration 1F: 3 clusters Score -6832682 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -6833309.000000 Penalty: 5396.418457
	Iteration 2Q: 3 clusters Score -6833309 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -6834115.500000 Penalty: 5396.418457
	Iteration 3Q: 3 clusters Score -6834116 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -6835084.500000 Penalty: 5396.418457
	Iteration 4Q: 3 clusters Score -6835084 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -6836169.000000 Penalty: 5396.418457
	Iteration 5Q: 3 clusters Score -6836169 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -6837254.500000 Penalty: 5396.418457
	Iteration 6Q: 3 clusters Score -6837254 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -6838275.500000 Penalty: 5396.418457
	Iteration 7Q: 3 clusters Score -6838276 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -6839297.500000 Penalty: 5396.418457
	Iteration 8Q: 3 clusters Score -6839298 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -6840338.000000 Penalty: 5396.418457
	Iteration 9Q: 3 clusters Score -6840338 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -6841387.500000 Penalty: 5396.418457
	Iteration 10Q: 3 clusters Score -6841388 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -6842362.500000 Penalty: 5396.418457
	Iteration 11Q: 3 clusters Score -6842362 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -6843351.500000 Penalty: 5396.418457
	Iteration 12Q: 3 clusters Score -6843352 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -6844258.000000 Penalty: 5396.418457
	Iteration 13Q: 3 clusters Score -6844258 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -6845082.500000 Penalty: 5396.418457
	Iteration 14Q: 3 clusters Score -6845082 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -6845588.000000 Penalty: 5396.418457
	Iteration 15Q: 3 clusters Score -6845588 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -6846000.500000 Penalty: 5396.418457
	Iteration 16Q: 3 clusters Score -6846000 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -6846298.500000 Penalty: 5396.418457
	Iteration 17Q: 3 clusters Score -6846298 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -6846546.000000 Penalty: 5396.418457
	Iteration 18Q: 3 clusters Score -6846546 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -6846802.500000 Penalty: 5396.418457
	Iteration 19Q: 3 clusters Score -6846802 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -6847011.500000 Penalty: 5396.418457
	Iteration 20F: 3 clusters Score -6847012 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -6847213.000000 Penalty: 5396.418457
	Iteration 21Q: 3 clusters Score -6847213 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -6847419.500000 Penalty: 5396.418457
	Iteration 22Q: 3 clusters Score -6847420 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -6847596.000000 Penalty: 5396.418457
	Iteration 23Q: 3 clusters Score -6847596 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -6847749.500000 Penalty: 5396.418457
	Iteration 24Q: 3 clusters Score -6847750 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -6847888.500000 Penalty: 5396.418457
	Iteration 25Q: 3 clusters Score -6847888 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -6847992.500000 Penalty: 5396.418457
	Iteration 26Q: 3 clusters Score -6847992 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -6848090.000000 Penalty: 5396.418457
	Iteration 27Q: 3 clusters Score -6848090 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -6848224.500000 Penalty: 5396.418457
	Iteration 28Q: 3 clusters Score -6848224 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -6848324.000000 Penalty: 5396.418457
	Iteration 29Q: 3 clusters Score -6848324 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -6848444.000000 Penalty: 5396.418457
	Iteration 30Q: 3 clusters Score -6848444 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -6848560.000000 Penalty: 5396.418457
	Iteration 31Q: 3 clusters Score -6848560 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -6848657.500000 Penalty: 5396.418457
	Iteration 32Q: 3 clusters Score -6848658 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -6848749.500000 Penalty: 5396.418457
	Iteration 33Q: 3 clusters Score -6848750 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -6848849.000000 Penalty: 5396.418457
	Iteration 34Q: 3 clusters Score -6848849 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -6848990.500000 Penalty: 5396.418457
	Iteration 35Q: 3 clusters Score -6848990 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -6849156.500000 Penalty: 5396.418457
	Iteration 36Q: 3 clusters Score -6849156 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -6849286.500000 Penalty: 5396.418457
	Iteration 37Q: 3 clusters Score -6849286 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -6849437.000000 Penalty: 5396.418457
	Iteration 38Q: 3 clusters Score -6849437 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -6849629.000000 Penalty: 5396.418457
	Iteration 39Q: 3 clusters Score -6849629 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -6849823.500000 Penalty: 5396.418457
	Iteration 40F: 3 clusters Score -6849824 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -6849994.500000 Penalty: 5396.418457
	Iteration 41Q: 3 clusters Score -6849994 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -6850190.000000 Penalty: 5396.418457
	Iteration 42Q: 3 clusters Score -6850190 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -6850338.500000 Penalty: 5396.418457
	Iteration 43Q: 3 clusters Score -6850338 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -6850498.000000 Penalty: 5396.418457
	Iteration 44Q: 3 clusters Score -6850498 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -6850674.500000 Penalty: 5396.418457
	Iteration 45Q: 3 clusters Score -6850674 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -6850845.500000 Penalty: 5396.418457
	Iteration 46Q: 3 clusters Score -6850846 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -6850969.500000 Penalty: 5396.418457
	Iteration 47Q: 3 clusters Score -6850970 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -6851102.000000 Penalty: 5396.418457
	Iteration 48Q: 3 clusters Score -6851102 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -6851203.500000 Penalty: 5396.418457
	Iteration 49Q: 3 clusters Score -6851204 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -6851290.500000 Penalty: 5396.418457
	Iteration 50Q: 3 clusters Score -6851290 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -6851392.000000 Penalty: 5396.418457
	Iteration 51Q: 3 clusters Score -6851392 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -6851499.500000 Penalty: 5396.418457
	Iteration 52Q: 3 clusters Score -6851500 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -6851602.500000 Penalty: 5396.418457
	Iteration 53Q: 3 clusters Score -6851602 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -6851688.000000 Penalty: 5396.418457
	Iteration 54Q: 3 clusters Score -6851688 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -6851766.500000 Penalty: 5396.418457
	Iteration 55Q: 3 clusters Score -6851766 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -6851830.000000 Penalty: 5396.418457
	Iteration 56Q: 3 clusters Score -6851830 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -6851879.500000 Penalty: 5396.418457
	Iteration 57Q: 3 clusters Score -6851880 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -6851939.000000 Penalty: 5396.418457
	Iteration 58Q: 3 clusters Score -6851939 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -6851995.500000 Penalty: 5396.418457
	Iteration 59Q: 3 clusters Score -6851996 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -6852049.000000 Penalty: 5396.418457
	Iteration 60F: 3 clusters Score -6852049 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -6852102.500000 Penalty: 5396.418457
	Iteration 61Q: 3 clusters Score -6852102 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -6852144.000000 Penalty: 5396.418457
	Iteration 62Q: 3 clusters Score -6852144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -6852181.000000 Penalty: 5396.418457
	Iteration 63Q: 3 clusters Score -6852181 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -6852226.000000 Penalty: 5396.418457
	Iteration 64Q: 3 clusters Score -6852226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -6852275.500000 Penalty: 5396.418457
	Iteration 65Q: 3 clusters Score -6852276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -6852306.000000 Penalty: 5396.418457
	Iteration 66Q: 3 clusters Score -6852306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -6852336.000000 Penalty: 5396.418457
	Iteration 67Q: 3 clusters Score -6852336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -6852359.500000 Penalty: 5396.418457
	Iteration 68Q: 3 clusters Score -6852360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -6852378.500000 Penalty: 5396.418457
	Iteration 69Q: 3 clusters Score -6852378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -6852388.500000 Penalty: 5396.418457
	Iteration 70Q: 3 clusters Score -6852388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -6852411.500000 Penalty: 5396.418457
	Iteration 71Q: 3 clusters Score -6852412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -6852415.500000 Penalty: 5396.418457
	Iteration 72Q: 3 clusters Score -6852416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -6852437.500000 Penalty: 5396.418457
	Iteration 73Q: 3 clusters Score -6852438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -6852438.000000 Penalty: 5396.418457
	Iteration 74Q: 3 clusters Score -6852438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -6852445.000000 Penalty: 5396.418457
	Iteration 75Q: 3 clusters Score -6852445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -6852450.500000 Penalty: 5396.418457
	Iteration 76Q: 3 clusters Score -6852450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -6852458.000000 Penalty: 5396.418457
	Iteration 77Q: 3 clusters Score -6852458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -6852459.500000 Penalty: 5396.418457
	Iteration 78Q: 3 clusters Score -6852460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -6852477.500000 Penalty: 5396.418457
	Iteration 79Q: 3 clusters Score -6852478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -6852475.500000 Penalty: 5396.418457
	Iteration 80F: 3 clusters Score -6852476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -6852479.000000 Penalty: 5396.418457
	Iteration 81Q: 3 clusters Score -6852479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -6852481.000000 Penalty: 5396.418457
	Iteration 82Q: 3 clusters Score -6852481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -6852486.000000 Penalty: 5396.418457
	Iteration 83Q: 3 clusters Score -6852486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -6852486.000000 Penalty: 5396.418457
	Iteration 84Q: 3 clusters Score -6852486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -6852481.500000 Penalty: 5396.418457
	Iteration 85Q: 3 clusters Score -6852482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -6852483.500000 Penalty: 5396.418457
	Iteration 86Q: 3 clusters Score -6852484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -6852483.500000 Penalty: 5396.418457
	Iteration 87F: 3 clusters Score -6852484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Entering Unmasked Estep 
Score: -13134212.000000 Penalty: 2865.881836
	Iteration 0F: 2 clusters Score -1.313421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -13064460.000000 Penalty: 5731.763672
	Iteration 0F: 3 clusters Score -1.306446e+07 nChanged 49477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -13092543.000000 Penalty: 5731.763672
	Iteration 1F: 3 clusters Score -1.309254e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -13093313.000000 Penalty: 5731.763672
	Iteration 2Q: 3 clusters Score -1.309331e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -13094005.000000 Penalty: 5731.763672
	Iteration 3Q: 3 clusters Score -1.3094e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -13094815.000000 Penalty: 5731.763672
	Iteration 4Q: 3 clusters Score -1.309482e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -13096051.000000 Penalty: 5731.763672
	Iteration 5Q: 3 clusters Score -1.309605e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -13098367.000000 Penalty: 5731.763672
	Iteration 6Q: 3 clusters Score -1.309837e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -13102188.000000 Penalty: 5731.763672
	Iteration 7F: 3 clusters Score -1.310219e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -13108144.000000 Penalty: 5731.763672
	Iteration 8F: 3 clusters Score -1.310814e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -13115474.000000 Penalty: 5731.763672
	Iteration 9F: 3 clusters Score -1.311547e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 92169 members 
Entering Unmasked Estep 
Score: -13122116.000000 Penalty: 5731.763672
	Iteration 10F: 3 clusters Score -1.312212e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 97014 members 
Entering Unmasked Estep 
Score: -13126420.000000 Penalty: 5731.763672
	Iteration 11Q: 3 clusters Score -1.312642e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 100033 members 
Entering Unmasked Estep 
Score: -13128943.000000 Penalty: 5731.763672
	Iteration 12Q: 3 clusters Score -1.312894e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 101762 members 
Entering Unmasked Estep 
Score: -13130397.000000 Penalty: 5731.763672
	Iteration 13Q: 3 clusters Score -1.31304e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 102578 members 
Entering Unmasked Estep 
Score: -13131096.000000 Penalty: 5731.763672
	Iteration 14Q: 3 clusters Score -1.31311e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 102972 members 
Entering Unmasked Estep 
Score: -13131518.000000 Penalty: 5731.763672
	Iteration 15Q: 3 clusters Score -1.313152e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 103165 members 
Entering Unmasked Estep 
Score: -13131802.000000 Penalty: 5731.763672
	Iteration 16Q: 3 clusters Score -1.31318e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 103252 members 
Entering Unmasked Estep 
Score: -13131952.000000 Penalty: 5731.763672
	Iteration 17Q: 3 clusters Score -1.313195e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 103316 members 
Entering Unmasked Estep 
Score: -13132071.000000 Penalty: 5731.763672
	Iteration 18Q: 3 clusters Score -1.313207e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -13132140.000000 Penalty: 5731.763672
	Iteration 19Q: 3 clusters Score -1.313214e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 103368 members 
Entering Unmasked Estep 
Score: -13132199.000000 Penalty: 5731.763672
	Iteration 20F: 3 clusters Score -1.31322e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 103375 members 
Entering Unmasked Estep 
Score: -13132254.000000 Penalty: 5731.763672
	Iteration 21Q: 3 clusters Score -1.313225e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -13132302.000000 Penalty: 5731.763672
	Iteration 22Q: 3 clusters Score -1.31323e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 103380 members 
Entering Unmasked Estep 
Score: -13132298.000000 Penalty: 5731.763672
	Iteration 23Q: 3 clusters Score -1.31323e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 103390 members 
Entering Unmasked Estep 
Score: -13132310.000000 Penalty: 5731.763672
	Iteration 24Q: 3 clusters Score -1.313231e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 103397 members 
Entering Unmasked Estep 
Score: -13132338.000000 Penalty: 5731.763672
	Iteration 25Q: 3 clusters Score -1.313234e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 103397 members 
Entering Unmasked Estep 
Score: -13132328.000000 Penalty: 5731.763672
	Iteration 26Q: 3 clusters Score -1.313233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 103393 members 
Entering Unmasked Estep 
Score: -13132335.000000 Penalty: 5731.763672
	Iteration 27Q: 3 clusters Score -1.313234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -13132339.000000 Penalty: 5731.763672
	Iteration 28Q: 3 clusters Score -1.313234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -13132350.000000 Penalty: 5731.763672
	Iteration 29Q: 3 clusters Score -1.313235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -13132350.000000 Penalty: 5731.763672
	Iteration 30Q: 3 clusters Score -1.313235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -13132351.000000 Penalty: 5731.763672
	Iteration 31Q: 3 clusters Score -1.313235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 103393 members 
Entering Unmasked Estep 
Score: -13132348.000000 Penalty: 5731.763672
	Iteration 32Q: 3 clusters Score -1.313235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -13132354.000000 Penalty: 5731.763672
	Iteration 33Q: 3 clusters Score -1.313235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -13132355.000000 Penalty: 5731.763672
	Iteration 34Q: 3 clusters Score -1.313236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 103393 members 
Entering Unmasked Estep 
Score: -13132357.000000 Penalty: 5731.763672
	Iteration 35Q: 3 clusters Score -1.313236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 103393 members 
Entering Unmasked Estep 
Score: -13132357.000000 Penalty: 5731.763672
	Iteration 36F: 3 clusters Score -1.313236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Entering Unmasked Estep 
Score: -4822796.500000 Penalty: 2625.654541
	Iteration 0F: 2 clusters Score -4822796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -4796016.500000 Penalty: 5251.309082
	Iteration 0F: 3 clusters Score -4796016 nChanged 18070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -4806250.000000 Penalty: 5251.309082
	Iteration 1F: 3 clusters Score -4806250 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -4807231.500000 Penalty: 5251.309082
	Iteration 2F: 3 clusters Score -4807232 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4808321.000000 Penalty: 5251.309082
	Iteration 3F: 3 clusters Score -4808321 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -4809544.500000 Penalty: 5251.309082
	Iteration 4F: 3 clusters Score -4809544 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4810770.000000 Penalty: 5251.309082
	Iteration 5F: 3 clusters Score -4810770 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -4811858.500000 Penalty: 5251.309082
	Iteration 6F: 3 clusters Score -4811858 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4812871.500000 Penalty: 5251.309082
	Iteration 7Q: 3 clusters Score -4812872 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -4813886.500000 Penalty: 5251.309082
	Iteration 8Q: 3 clusters Score -4813886 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -4814860.000000 Penalty: 5251.309082
	Iteration 9Q: 3 clusters Score -4814860 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -4815844.000000 Penalty: 5251.309082
	Iteration 10Q: 3 clusters Score -4815844 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -4816817.000000 Penalty: 5251.309082
	Iteration 11Q: 3 clusters Score -4816817 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -4817754.500000 Penalty: 5251.309082
	Iteration 12Q: 3 clusters Score -4817754 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -4818578.000000 Penalty: 5251.309082
	Iteration 13Q: 3 clusters Score -4818578 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -4819230.500000 Penalty: 5251.309082
	Iteration 14Q: 3 clusters Score -4819230 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4819753.500000 Penalty: 5251.309082
	Iteration 15Q: 3 clusters Score -4819754 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -4820048.000000 Penalty: 5251.309082
	Iteration 16Q: 3 clusters Score -4820048 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4820306.500000 Penalty: 5251.309082
	Iteration 17Q: 3 clusters Score -4820306 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4820535.000000 Penalty: 5251.309082
	Iteration 18Q: 3 clusters Score -4820535 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4820742.000000 Penalty: 5251.309082
	Iteration 19Q: 3 clusters Score -4820742 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4820938.000000 Penalty: 5251.309082
	Iteration 20F: 3 clusters Score -4820938 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4821067.500000 Penalty: 5251.309082
	Iteration 21Q: 3 clusters Score -4821068 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4821177.500000 Penalty: 5251.309082
	Iteration 22Q: 3 clusters Score -4821178 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4821258.500000 Penalty: 5251.309082
	Iteration 23Q: 3 clusters Score -4821258 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4821331.000000 Penalty: 5251.309082
	Iteration 24Q: 3 clusters Score -4821331 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4821376.000000 Penalty: 5251.309082
	Iteration 25Q: 3 clusters Score -4821376 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4821409.500000 Penalty: 5251.309082
	Iteration 26Q: 3 clusters Score -4821410 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4821434.000000 Penalty: 5251.309082
	Iteration 27Q: 3 clusters Score -4821434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4821445.500000 Penalty: 5251.309082
	Iteration 28Q: 3 clusters Score -4821446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4821459.000000 Penalty: 5251.309082
	Iteration 29Q: 3 clusters Score -4821459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4821460.000000 Penalty: 5251.309082
	Iteration 30Q: 3 clusters Score -4821460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4821464.000000 Penalty: 5251.309082
	Iteration 31Q: 3 clusters Score -4821464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4821470.500000 Penalty: 5251.309082
	Iteration 32Q: 3 clusters Score -4821470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4821474.000000 Penalty: 5251.309082
	Iteration 33Q: 3 clusters Score -4821474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4821480.000000 Penalty: 5251.309082
	Iteration 34Q: 3 clusters Score -4821480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4821484.500000 Penalty: 5251.309082
	Iteration 35Q: 3 clusters Score -4821484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4821485.500000 Penalty: 5251.309082
	Iteration 36Q: 3 clusters Score -4821486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4821485.500000 Penalty: 5251.309082
	Iteration 37Q: 3 clusters Score -4821486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4821488.500000 Penalty: 5251.309082
	Iteration 38Q: 3 clusters Score -4821488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4821496.500000 Penalty: 5251.309082
	Iteration 39Q: 3 clusters Score -4821496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4821492.000000 Penalty: 5251.309082
	Iteration 40F: 3 clusters Score -4821492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4821498.500000 Penalty: 5251.309082
	Iteration 41Q: 3 clusters Score -4821498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4821498.500000 Penalty: 5251.309082
	Iteration 42Q: 3 clusters Score -4821498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4821496.500000 Penalty: 5251.309082
	Iteration 43Q: 3 clusters Score -4821496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4821496.500000 Penalty: 5251.309082
	Iteration 44F: 3 clusters Score -4821496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (106588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106588 members 
Entering Unmasked Estep 
Score: -13514346.000000 Penalty: 2871.028076
	Iteration 0F: 2 clusters Score -1.351435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -13442953.000000 Penalty: 5742.056152
	Iteration 0F: 3 clusters Score -1.344295e+07 nChanged 50475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -13472378.000000 Penalty: 5742.056152
	Iteration 1F: 3 clusters Score -1.347238e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -13473836.000000 Penalty: 5742.056152
	Iteration 2Q: 3 clusters Score -1.347384e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -13476105.000000 Penalty: 5742.056152
	Iteration 3Q: 3 clusters Score -1.34761e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -13479297.000000 Penalty: 5742.056152
	Iteration 4F: 3 clusters Score -1.34793e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -13483607.000000 Penalty: 5742.056152
	Iteration 5F: 3 clusters Score -1.348361e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -13487664.000000 Penalty: 5742.056152
	Iteration 6F: 3 clusters Score -1.348766e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -13490826.000000 Penalty: 5742.056152
	Iteration 7F: 3 clusters Score -1.349083e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -13492764.000000 Penalty: 5742.056152
	Iteration 8Q: 3 clusters Score -1.349276e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -13494095.000000 Penalty: 5742.056152
	Iteration 9Q: 3 clusters Score -1.34941e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -13494990.000000 Penalty: 5742.056152
	Iteration 10Q: 3 clusters Score -1.349499e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -13495801.000000 Penalty: 5742.056152
	Iteration 11Q: 3 clusters Score -1.34958e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -13496661.000000 Penalty: 5742.056152
	Iteration 12Q: 3 clusters Score -1.349666e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -13497745.000000 Penalty: 5742.056152
	Iteration 13Q: 3 clusters Score -1.349774e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -13499164.000000 Penalty: 5742.056152
	Iteration 14Q: 3 clusters Score -1.349916e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -13500861.000000 Penalty: 5742.056152
	Iteration 15Q: 3 clusters Score -1.350086e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -13502509.000000 Penalty: 5742.056152
	Iteration 16Q: 3 clusters Score -1.350251e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -13504253.000000 Penalty: 5742.056152
	Iteration 17Q: 3 clusters Score -1.350425e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 96477 members 
Entering Unmasked Estep 
Score: -13506118.000000 Penalty: 5742.056152
	Iteration 18Q: 3 clusters Score -1.350612e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -13507683.000000 Penalty: 5742.056152
	Iteration 19Q: 3 clusters Score -1.350768e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -13509009.000000 Penalty: 5742.056152
	Iteration 20F: 3 clusters Score -1.350901e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 102752 members 
Entering Unmasked Estep 
Score: -13509990.000000 Penalty: 5742.056152
	Iteration 21Q: 3 clusters Score -1.350999e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -13510685.000000 Penalty: 5742.056152
	Iteration 22Q: 3 clusters Score -1.351068e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 104557 members 
Entering Unmasked Estep 
Score: -13511108.000000 Penalty: 5742.056152
	Iteration 23Q: 3 clusters Score -1.351111e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -13511425.000000 Penalty: 5742.056152
	Iteration 24Q: 3 clusters Score -1.351142e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 105251 members 
Entering Unmasked Estep 
Score: -13511578.000000 Penalty: 5742.056152
	Iteration 25Q: 3 clusters Score -1.351158e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 105408 members 
Entering Unmasked Estep 
Score: -13511687.000000 Penalty: 5742.056152
	Iteration 26Q: 3 clusters Score -1.351169e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -13511765.000000 Penalty: 5742.056152
	Iteration 27Q: 3 clusters Score -1.351176e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 105585 members 
Entering Unmasked Estep 
Score: -13511805.000000 Penalty: 5742.056152
	Iteration 28Q: 3 clusters Score -1.35118e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 105646 members 
Entering Unmasked Estep 
Score: -13511853.000000 Penalty: 5742.056152
	Iteration 29Q: 3 clusters Score -1.351185e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -13511897.000000 Penalty: 5742.056152
	Iteration 30Q: 3 clusters Score -1.35119e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 105732 members 
Entering Unmasked Estep 
Score: -13511921.000000 Penalty: 5742.056152
	Iteration 31Q: 3 clusters Score -1.351192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 105757 members 
Entering Unmasked Estep 
Score: -13511931.000000 Penalty: 5742.056152
	Iteration 32Q: 3 clusters Score -1.351193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 105773 members 
Entering Unmasked Estep 
Score: -13511944.000000 Penalty: 5742.056152
	Iteration 33Q: 3 clusters Score -1.351194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -13511975.000000 Penalty: 5742.056152
	Iteration 34Q: 3 clusters Score -1.351198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 105794 members 
Entering Unmasked Estep 
Score: -13511968.000000 Penalty: 5742.056152
	Iteration 35Q: 3 clusters Score -1.351197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -13511974.000000 Penalty: 5742.056152
	Iteration 36Q: 3 clusters Score -1.351197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -13511994.000000 Penalty: 5742.056152
	Iteration 37Q: 3 clusters Score -1.351199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 105817 members 
Entering Unmasked Estep 
Score: -13511980.000000 Penalty: 5742.056152
	Iteration 38Q: 3 clusters Score -1.351198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 105821 members 
Entering Unmasked Estep 
Score: -13511983.000000 Penalty: 5742.056152
	Iteration 39Q: 3 clusters Score -1.351198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 105823 members 
Entering Unmasked Estep 
Score: -13511989.000000 Penalty: 5742.056152
	Iteration 40F: 3 clusters Score -1.351199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -13511990.000000 Penalty: 5742.056152
	Iteration 41Q: 3 clusters Score -1.351199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -13511995.000000 Penalty: 5742.056152
	Iteration 42Q: 3 clusters Score -1.3512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 105825 members 
Entering Unmasked Estep 
Score: -13511998.000000 Penalty: 5742.056152
	Iteration 43Q: 3 clusters Score -1.3512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 105825 members 
Entering Unmasked Estep 
Score: -13511995.000000 Penalty: 5742.056152
	Iteration 44Q: 3 clusters Score -1.3512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 105827 members 
Entering Unmasked Estep 
Score: -13511999.000000 Penalty: 5742.056152
	Iteration 45Q: 3 clusters Score -1.3512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 105827 members 
Entering Unmasked Estep 
Score: -13512005.000000 Penalty: 5742.056152
	Iteration 46Q: 3 clusters Score -1.3512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 105829 members 
Entering Unmasked Estep 
Score: -13512012.000000 Penalty: 5742.056152
	Iteration 47Q: 3 clusters Score -1.351201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 105831 members 
Entering Unmasked Estep 
Score: -13512002.000000 Penalty: 5742.056152
	Iteration 48Q: 3 clusters Score -1.3512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 105834 members 
Entering Unmasked Estep 
Score: -13512001.000000 Penalty: 5742.056152
	Iteration 49Q: 3 clusters Score -1.3512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
Score: -13512006.000000 Penalty: 5742.056152
	Iteration 50Q: 3 clusters Score -1.351201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 105837 members 
Entering Unmasked Estep 
Score: -13512004.000000 Penalty: 5742.056152
	Iteration 51Q: 3 clusters Score -1.3512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 105837 members 
Entering Unmasked Estep 
Score: -13512004.000000 Penalty: 5742.056152
	Iteration 52F: 3 clusters Score -1.3512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -276610.218750 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -276610.2 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 1155 members 
Entering Unmasked Estep 
Score: -273859.156250 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -273859.2 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -274764.781250 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -274764.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -275252.562500 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -275252.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -275701.937500 Penalty: 3852.142822
	Iteration 3F: 3 clusters Score -275701.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -275982.000000 Penalty: 3852.142822
	Iteration 4F: 3 clusters Score -275982 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -276149.093750 Penalty: 3852.142822
	Iteration 5Q: 3 clusters Score -276149.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -276244.437500 Penalty: 3852.142822
	Iteration 6Q: 3 clusters Score -276244.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -276341.656250 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -276341.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -276464.031250 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -276464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -276638.625000 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -276638.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -276766.062500 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -276766.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -276814.093750 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -276814.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -276843.406250 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -276843.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -276863.531250 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -276863.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -276882.312500 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -276882.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -276898.875000 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -276898.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -276919.281250 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -276919.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -276948.875000 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -276948.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -276977.093750 Penalty: 3852.142822
	Iteration 18Q: 3 clusters Score -276977.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -276999.593750 Penalty: 3852.142822
	Iteration 19Q: 3 clusters Score -276999.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -277071.187500 Penalty: 3852.142822
	Iteration 20F: 3 clusters Score -277071.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -277190.500000 Penalty: 3852.142822
	Iteration 21Q: 3 clusters Score -277190.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -277283.656250 Penalty: 3852.142822
	Iteration 22Q: 3 clusters Score -277283.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -277341.906250 Penalty: 3852.142822
	Iteration 23Q: 3 clusters Score -277341.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -277396.312500 Penalty: 3852.142822
	Iteration 24Q: 3 clusters Score -277396.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -277439.812500 Penalty: 3852.142822
	Iteration 25Q: 3 clusters Score -277439.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -277478.531250 Penalty: 3852.142822
	Iteration 26Q: 3 clusters Score -277478.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -277513.406250 Penalty: 3852.142822
	Iteration 27Q: 3 clusters Score -277513.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -277528.531250 Penalty: 3852.142822
	Iteration 28Q: 3 clusters Score -277528.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -277539.843750 Penalty: 3852.142822
	Iteration 29Q: 3 clusters Score -277539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -277547.968750 Penalty: 3852.142822
	Iteration 30Q: 3 clusters Score -277548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -277547.875000 Penalty: 3852.142822
	Iteration 31Q: 3 clusters Score -277547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -277548.593750 Penalty: 3852.142822
	Iteration 32Q: 3 clusters Score -277548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -277549.843750 Penalty: 3852.142822
	Iteration 33Q: 3 clusters Score -277549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -277550.593750 Penalty: 3852.142822
	Iteration 34F: 3 clusters Score -277550.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -277552.937500 Penalty: 3852.142822
	Iteration 35Q: 3 clusters Score -277552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -277554.093750 Penalty: 3852.142822
	Iteration 36Q: 3 clusters Score -277554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -277554.625000 Penalty: 3852.142822
	Iteration 37Q: 3 clusters Score -277554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -277554.625000 Penalty: 3852.142822
	Iteration 38F: 3 clusters Score -277554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 284199 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 43852 members 
Mstep: Class 7 contains 43258 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 30362 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 104399 members 
Mstep: Class 15 contains 39629 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 53872 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 73608 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 77957 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 152842 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 624 members 
Mstep: Class 32 contains 855 members 
Entering Unmasked Estep 
Score: -157743040.000000 Penalty: 111509.140625
Splitting cluster 17 changes total score from -157743408.000000 to -157743040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Entering Unmasked Estep 
Score: -1140668.125000 Penalty: 2263.755127
	Iteration 0F: 2 clusters Score -1140668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1133564.500000 Penalty: 4527.510254
	Iteration 0F: 3 clusters Score -1133564 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1135570.500000 Penalty: 4527.510254
	Iteration 1F: 3 clusters Score -1135570 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1135846.375000 Penalty: 4527.510254
	Iteration 2F: 3 clusters Score -1135846 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1136063.625000 Penalty: 4527.510254
	Iteration 3F: 3 clusters Score -1136064 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1136255.000000 Penalty: 4527.510254
	Iteration 4Q: 3 clusters Score -1136255 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1136424.375000 Penalty: 4527.510254
	Iteration 5Q: 3 clusters Score -1136424 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1136618.000000 Penalty: 4527.510254
	Iteration 6Q: 3 clusters Score -1136618 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1136853.625000 Penalty: 4527.510254
	Iteration 7Q: 3 clusters Score -1136854 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1137089.625000 Penalty: 4527.510254
	Iteration 8Q: 3 clusters Score -1137090 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1137383.875000 Penalty: 4527.510254
	Iteration 9Q: 3 clusters Score -1137384 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1137732.125000 Penalty: 4527.510254
	Iteration 10Q: 3 clusters Score -1137732 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1138052.000000 Penalty: 4527.510254
	Iteration 11Q: 3 clusters Score -1138052 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1138316.000000 Penalty: 4527.510254
	Iteration 12Q: 3 clusters Score -1138316 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1138492.750000 Penalty: 4527.510254
	Iteration 13Q: 3 clusters Score -1138493 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1138617.375000 Penalty: 4527.510254
	Iteration 14Q: 3 clusters Score -1138617 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1138706.125000 Penalty: 4527.510254
	Iteration 15Q: 3 clusters Score -1138706 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1138776.250000 Penalty: 4527.510254
	Iteration 16Q: 3 clusters Score -1138776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1138840.125000 Penalty: 4527.510254
	Iteration 17Q: 3 clusters Score -1138840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1138891.750000 Penalty: 4527.510254
	Iteration 18Q: 3 clusters Score -1138892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1138932.500000 Penalty: 4527.510254
	Iteration 19Q: 3 clusters Score -1138932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1138959.000000 Penalty: 4527.510254
	Iteration 20F: 3 clusters Score -1138959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1138973.875000 Penalty: 4527.510254
	Iteration 21Q: 3 clusters Score -1138974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1138991.625000 Penalty: 4527.510254
	Iteration 22Q: 3 clusters Score -1138992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1139018.125000 Penalty: 4527.510254
	Iteration 23Q: 3 clusters Score -1139018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1139035.250000 Penalty: 4527.510254
	Iteration 24Q: 3 clusters Score -1139035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1139049.125000 Penalty: 4527.510254
	Iteration 25Q: 3 clusters Score -1139049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1139058.250000 Penalty: 4527.510254
	Iteration 26Q: 3 clusters Score -1139058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1139063.500000 Penalty: 4527.510254
	Iteration 27Q: 3 clusters Score -1139064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1139068.000000 Penalty: 4527.510254
	Iteration 28Q: 3 clusters Score -1139068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1139074.000000 Penalty: 4527.510254
	Iteration 29Q: 3 clusters Score -1139074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1139073.500000 Penalty: 4527.510254
	Iteration 30Q: 3 clusters Score -1139074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1139077.000000 Penalty: 4527.510254
	Iteration 31Q: 3 clusters Score -1139077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1139076.375000 Penalty: 4527.510254
	Iteration 32Q: 3 clusters Score -1139076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1139078.125000 Penalty: 4527.510254
	Iteration 33Q: 3 clusters Score -1139078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1139078.125000 Penalty: 4527.510254
	Iteration 34F: 3 clusters Score -1139078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Entering Unmasked Estep 
Score: -7011059.500000 Penalty: 2701.802734
	Iteration 0F: 2 clusters Score -7011060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -6974864.500000 Penalty: 5403.605469
	Iteration 0F: 3 clusters Score -6974864 nChanged 24861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -6988415.000000 Penalty: 5403.605469
	Iteration 1F: 3 clusters Score -6988415 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -6988880.000000 Penalty: 5403.605469
	Iteration 2Q: 3 clusters Score -6988880 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -6989469.500000 Penalty: 5403.605469
	Iteration 3Q: 3 clusters Score -6989470 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -6990203.500000 Penalty: 5403.605469
	Iteration 4Q: 3 clusters Score -6990204 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -6991273.000000 Penalty: 5403.605469
	Iteration 5Q: 3 clusters Score -6991273 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -6993185.000000 Penalty: 5403.605469
	Iteration 6F: 3 clusters Score -6993185 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -6996215.500000 Penalty: 5403.605469
	Iteration 7F: 3 clusters Score -6996216 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -7000280.500000 Penalty: 5403.605469
	Iteration 8F: 3 clusters Score -7000280 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -7004255.000000 Penalty: 5403.605469
	Iteration 9F: 3 clusters Score -7004255 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -7006693.000000 Penalty: 5403.605469
	Iteration 10Q: 3 clusters Score -7006693 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7007918.000000 Penalty: 5403.605469
	Iteration 11Q: 3 clusters Score -7007918 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7008579.000000 Penalty: 5403.605469
	Iteration 12Q: 3 clusters Score -7008579 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7008975.000000 Penalty: 5403.605469
	Iteration 13Q: 3 clusters Score -7008975 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7009157.500000 Penalty: 5403.605469
	Iteration 14Q: 3 clusters Score -7009158 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7009233.000000 Penalty: 5403.605469
	Iteration 15Q: 3 clusters Score -7009233 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7009268.000000 Penalty: 5403.605469
	Iteration 16Q: 3 clusters Score -7009268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7009298.000000 Penalty: 5403.605469
	Iteration 17Q: 3 clusters Score -7009298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7009328.000000 Penalty: 5403.605469
	Iteration 18Q: 3 clusters Score -7009328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7009332.000000 Penalty: 5403.605469
	Iteration 19Q: 3 clusters Score -7009332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7009334.000000 Penalty: 5403.605469
	Iteration 20F: 3 clusters Score -7009334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7009353.000000 Penalty: 5403.605469
	Iteration 21Q: 3 clusters Score -7009353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7009347.000000 Penalty: 5403.605469
	Iteration 22Q: 3 clusters Score -7009347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7009348.000000 Penalty: 5403.605469
	Iteration 23Q: 3 clusters Score -7009348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7009361.000000 Penalty: 5403.605469
	Iteration 24Q: 3 clusters Score -7009361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7009367.000000 Penalty: 5403.605469
	Iteration 25Q: 3 clusters Score -7009367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7009369.000000 Penalty: 5403.605469
	Iteration 26Q: 3 clusters Score -7009369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7009364.000000 Penalty: 5403.605469
	Iteration 27Q: 3 clusters Score -7009364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7009368.000000 Penalty: 5403.605469
	Iteration 28Q: 3 clusters Score -7009368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7009368.000000 Penalty: 5403.605469
	Iteration 29F: 3 clusters Score -7009368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Entering Unmasked Estep 
Score: -1583017.875000 Penalty: 2330.637695
	Iteration 0F: 2 clusters Score -1583018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1574063.750000 Penalty: 4661.275391
	Iteration 0F: 3 clusters Score -1574064 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1576693.750000 Penalty: 4661.275391
	Iteration 1F: 3 clusters Score -1576694 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1577040.625000 Penalty: 4661.275391
	Iteration 2F: 3 clusters Score -1577041 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1577318.750000 Penalty: 4661.275391
	Iteration 3F: 3 clusters Score -1577319 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1577573.875000 Penalty: 4661.275391
	Iteration 4Q: 3 clusters Score -1577574 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1577813.500000 Penalty: 4661.275391
	Iteration 5Q: 3 clusters Score -1577814 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1578046.750000 Penalty: 4661.275391
	Iteration 6Q: 3 clusters Score -1578047 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1578294.625000 Penalty: 4661.275391
	Iteration 7Q: 3 clusters Score -1578295 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1578549.625000 Penalty: 4661.275391
	Iteration 8Q: 3 clusters Score -1578550 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1578840.000000 Penalty: 4661.275391
	Iteration 9Q: 3 clusters Score -1578840 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1579251.125000 Penalty: 4661.275391
	Iteration 10Q: 3 clusters Score -1579251 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1579705.500000 Penalty: 4661.275391
	Iteration 11Q: 3 clusters Score -1579706 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1580102.250000 Penalty: 4661.275391
	Iteration 12Q: 3 clusters Score -1580102 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1580433.125000 Penalty: 4661.275391
	Iteration 13Q: 3 clusters Score -1580433 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1580632.625000 Penalty: 4661.275391
	Iteration 14Q: 3 clusters Score -1580633 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1580757.625000 Penalty: 4661.275391
	Iteration 15Q: 3 clusters Score -1580758 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1580824.500000 Penalty: 4661.275391
	Iteration 16Q: 3 clusters Score -1580824 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1580865.750000 Penalty: 4661.275391
	Iteration 17Q: 3 clusters Score -1580866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1580896.500000 Penalty: 4661.275391
	Iteration 18Q: 3 clusters Score -1580896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1580919.875000 Penalty: 4661.275391
	Iteration 19Q: 3 clusters Score -1580920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1580934.375000 Penalty: 4661.275391
	Iteration 20F: 3 clusters Score -1580934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1580945.250000 Penalty: 4661.275391
	Iteration 21Q: 3 clusters Score -1580945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1580951.000000 Penalty: 4661.275391
	Iteration 22Q: 3 clusters Score -1580951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1580958.625000 Penalty: 4661.275391
	Iteration 23Q: 3 clusters Score -1580959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1580965.000000 Penalty: 4661.275391
	Iteration 24Q: 3 clusters Score -1580965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1580966.375000 Penalty: 4661.275391
	Iteration 25Q: 3 clusters Score -1580966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1580971.875000 Penalty: 4661.275391
	Iteration 26Q: 3 clusters Score -1580972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1580974.500000 Penalty: 4661.275391
	Iteration 27Q: 3 clusters Score -1580974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1580973.750000 Penalty: 4661.275391
	Iteration 28Q: 3 clusters Score -1580974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1580974.500000 Penalty: 4661.275391
	Iteration 29Q: 3 clusters Score -1580974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1580981.000000 Penalty: 4661.275391
	Iteration 30Q: 3 clusters Score -1580981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1580980.625000 Penalty: 4661.275391
	Iteration 31Q: 3 clusters Score -1580981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1580991.250000 Penalty: 4661.275391
	Iteration 32Q: 3 clusters Score -1580991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1580998.875000 Penalty: 4661.275391
	Iteration 33Q: 3 clusters Score -1580999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1581002.000000 Penalty: 4661.275391
	Iteration 34Q: 3 clusters Score -1581002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1581000.875000 Penalty: 4661.275391
	Iteration 35Q: 3 clusters Score -1581001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1581001.500000 Penalty: 4661.275391
	Iteration 36Q: 3 clusters Score -1581002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1581003.625000 Penalty: 4661.275391
	Iteration 37Q: 3 clusters Score -1581004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1581006.875000 Penalty: 4661.275391
	Iteration 38Q: 3 clusters Score -1581007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1581007.875000 Penalty: 4661.275391
	Iteration 39Q: 3 clusters Score -1581008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1581009.750000 Penalty: 4661.275391
	Iteration 40F: 3 clusters Score -1581010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1581012.875000 Penalty: 4661.275391
	Iteration 41Q: 3 clusters Score -1581013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1581017.125000 Penalty: 4661.275391
	Iteration 42Q: 3 clusters Score -1581017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1581015.375000 Penalty: 4661.275391
	Iteration 43Q: 3 clusters Score -1581015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1581016.375000 Penalty: 4661.275391
	Iteration 44Q: 3 clusters Score -1581016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1581016.500000 Penalty: 4661.275391
	Iteration 45Q: 3 clusters Score -1581016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1581018.250000 Penalty: 4661.275391
	Iteration 46Q: 3 clusters Score -1581018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1581019.125000 Penalty: 4661.275391
	Iteration 47Q: 3 clusters Score -1581019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1581020.375000 Penalty: 4661.275391
	Iteration 48Q: 3 clusters Score -1581020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1581020.375000 Penalty: 4661.275391
	Iteration 49F: 3 clusters Score -1581020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Entering Unmasked Estep 
Score: -5950030.000000 Penalty: 2661.697266
	Iteration 0F: 2 clusters Score -5950030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5919052.500000 Penalty: 5323.394531
	Iteration 0F: 3 clusters Score -5919052 nChanged 21091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -5930982.500000 Penalty: 5323.394531
	Iteration 1F: 3 clusters Score -5930982 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -5931597.500000 Penalty: 5323.394531
	Iteration 2Q: 3 clusters Score -5931598 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -5932175.500000 Penalty: 5323.394531
	Iteration 3Q: 3 clusters Score -5932176 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -5932879.500000 Penalty: 5323.394531
	Iteration 4Q: 3 clusters Score -5932880 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -5933746.500000 Penalty: 5323.394531
	Iteration 5Q: 3 clusters Score -5933746 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -5934737.000000 Penalty: 5323.394531
	Iteration 6Q: 3 clusters Score -5934737 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -5936147.500000 Penalty: 5323.394531
	Iteration 7F: 3 clusters Score -5936148 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -5937954.000000 Penalty: 5323.394531
	Iteration 8F: 3 clusters Score -5937954 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -5939644.500000 Penalty: 5323.394531
	Iteration 9F: 3 clusters Score -5939644 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -5940900.000000 Penalty: 5323.394531
	Iteration 10F: 3 clusters Score -5940900 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -5941546.500000 Penalty: 5323.394531
	Iteration 11Q: 3 clusters Score -5941546 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -5941893.000000 Penalty: 5323.394531
	Iteration 12Q: 3 clusters Score -5941893 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -5942118.500000 Penalty: 5323.394531
	Iteration 13Q: 3 clusters Score -5942118 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -5942318.500000 Penalty: 5323.394531
	Iteration 14Q: 3 clusters Score -5942318 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -5942522.000000 Penalty: 5323.394531
	Iteration 15Q: 3 clusters Score -5942522 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -5942857.000000 Penalty: 5323.394531
	Iteration 16Q: 3 clusters Score -5942857 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -5943250.000000 Penalty: 5323.394531
	Iteration 17Q: 3 clusters Score -5943250 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -5943649.500000 Penalty: 5323.394531
	Iteration 18Q: 3 clusters Score -5943650 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -5944093.500000 Penalty: 5323.394531
	Iteration 19Q: 3 clusters Score -5944094 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -5944617.500000 Penalty: 5323.394531
	Iteration 20F: 3 clusters Score -5944618 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -5945162.500000 Penalty: 5323.394531
	Iteration 21Q: 3 clusters Score -5945162 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -5945580.500000 Penalty: 5323.394531
	Iteration 22Q: 3 clusters Score -5945580 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -5945843.500000 Penalty: 5323.394531
	Iteration 23Q: 3 clusters Score -5945844 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -5945975.000000 Penalty: 5323.394531
	Iteration 24Q: 3 clusters Score -5945975 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -5946120.500000 Penalty: 5323.394531
	Iteration 25Q: 3 clusters Score -5946120 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -5946192.500000 Penalty: 5323.394531
	Iteration 26Q: 3 clusters Score -5946192 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -5946281.500000 Penalty: 5323.394531
	Iteration 27Q: 3 clusters Score -5946282 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -5946347.000000 Penalty: 5323.394531
	Iteration 28Q: 3 clusters Score -5946347 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -5946388.000000 Penalty: 5323.394531
	Iteration 29Q: 3 clusters Score -5946388 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -5946442.000000 Penalty: 5323.394531
	Iteration 30Q: 3 clusters Score -5946442 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -5946493.500000 Penalty: 5323.394531
	Iteration 31Q: 3 clusters Score -5946494 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -5946519.000000 Penalty: 5323.394531
	Iteration 32Q: 3 clusters Score -5946519 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -5946567.000000 Penalty: 5323.394531
	Iteration 33Q: 3 clusters Score -5946567 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -5946576.500000 Penalty: 5323.394531
	Iteration 34Q: 3 clusters Score -5946576 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -5946636.000000 Penalty: 5323.394531
	Iteration 35Q: 3 clusters Score -5946636 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -5946659.500000 Penalty: 5323.394531
	Iteration 36Q: 3 clusters Score -5946660 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -5946681.000000 Penalty: 5323.394531
	Iteration 37Q: 3 clusters Score -5946681 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -5946710.000000 Penalty: 5323.394531
	Iteration 38Q: 3 clusters Score -5946710 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -5946733.500000 Penalty: 5323.394531
	Iteration 39Q: 3 clusters Score -5946734 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -5946774.000000 Penalty: 5323.394531
	Iteration 40F: 3 clusters Score -5946774 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -5946820.500000 Penalty: 5323.394531
	Iteration 41Q: 3 clusters Score -5946820 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -5946849.500000 Penalty: 5323.394531
	Iteration 42Q: 3 clusters Score -5946850 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -5946867.000000 Penalty: 5323.394531
	Iteration 43Q: 3 clusters Score -5946867 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -5946901.000000 Penalty: 5323.394531
	Iteration 44Q: 3 clusters Score -5946901 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -5946922.500000 Penalty: 5323.394531
	Iteration 45Q: 3 clusters Score -5946922 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -5946952.500000 Penalty: 5323.394531
	Iteration 46Q: 3 clusters Score -5946952 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -5946963.000000 Penalty: 5323.394531
	Iteration 47Q: 3 clusters Score -5946963 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -5947002.500000 Penalty: 5323.394531
	Iteration 48Q: 3 clusters Score -5947002 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -5947072.500000 Penalty: 5323.394531
	Iteration 49Q: 3 clusters Score -5947072 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5947075.500000 Penalty: 5323.394531
	Iteration 50Q: 3 clusters Score -5947076 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -5947105.000000 Penalty: 5323.394531
	Iteration 51Q: 3 clusters Score -5947105 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -5947125.500000 Penalty: 5323.394531
	Iteration 52Q: 3 clusters Score -5947126 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -5947166.000000 Penalty: 5323.394531
	Iteration 53Q: 3 clusters Score -5947166 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -5947175.000000 Penalty: 5323.394531
	Iteration 54Q: 3 clusters Score -5947175 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -5947206.500000 Penalty: 5323.394531
	Iteration 55Q: 3 clusters Score -5947206 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -5947235.000000 Penalty: 5323.394531
	Iteration 56Q: 3 clusters Score -5947235 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -5947251.000000 Penalty: 5323.394531
	Iteration 57Q: 3 clusters Score -5947251 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -5947273.500000 Penalty: 5323.394531
	Iteration 58Q: 3 clusters Score -5947274 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -5947295.000000 Penalty: 5323.394531
	Iteration 59Q: 3 clusters Score -5947295 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5947307.000000 Penalty: 5323.394531
	Iteration 60F: 3 clusters Score -5947307 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5947336.500000 Penalty: 5323.394531
	Iteration 61Q: 3 clusters Score -5947336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5947346.000000 Penalty: 5323.394531
	Iteration 62Q: 3 clusters Score -5947346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5947363.000000 Penalty: 5323.394531
	Iteration 63Q: 3 clusters Score -5947363 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -5947384.000000 Penalty: 5323.394531
	Iteration 64Q: 3 clusters Score -5947384 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -5947410.000000 Penalty: 5323.394531
	Iteration 65Q: 3 clusters Score -5947410 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -5947458.500000 Penalty: 5323.394531
	Iteration 66Q: 3 clusters Score -5947458 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5947477.000000 Penalty: 5323.394531
	Iteration 67Q: 3 clusters Score -5947477 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -5947487.500000 Penalty: 5323.394531
	Iteration 68Q: 3 clusters Score -5947488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5947513.000000 Penalty: 5323.394531
	Iteration 69Q: 3 clusters Score -5947513 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5947537.000000 Penalty: 5323.394531
	Iteration 70Q: 3 clusters Score -5947537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5947564.500000 Penalty: 5323.394531
	Iteration 71Q: 3 clusters Score -5947564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5947583.000000 Penalty: 5323.394531
	Iteration 72Q: 3 clusters Score -5947583 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5947602.500000 Penalty: 5323.394531
	Iteration 73Q: 3 clusters Score -5947602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5947608.500000 Penalty: 5323.394531
	Iteration 74Q: 3 clusters Score -5947608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5947635.000000 Penalty: 5323.394531
	Iteration 75Q: 3 clusters Score -5947635 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5947648.000000 Penalty: 5323.394531
	Iteration 76Q: 3 clusters Score -5947648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5947661.500000 Penalty: 5323.394531
	Iteration 77Q: 3 clusters Score -5947662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5947682.000000 Penalty: 5323.394531
	Iteration 78Q: 3 clusters Score -5947682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5947702.500000 Penalty: 5323.394531
	Iteration 79Q: 3 clusters Score -5947702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5947718.000000 Penalty: 5323.394531
	Iteration 80F: 3 clusters Score -5947718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5947746.500000 Penalty: 5323.394531
	Iteration 81Q: 3 clusters Score -5947746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5947754.000000 Penalty: 5323.394531
	Iteration 82Q: 3 clusters Score -5947754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5947779.000000 Penalty: 5323.394531
	Iteration 83Q: 3 clusters Score -5947779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5947793.500000 Penalty: 5323.394531
	Iteration 84Q: 3 clusters Score -5947794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5947799.000000 Penalty: 5323.394531
	Iteration 85Q: 3 clusters Score -5947799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5947808.000000 Penalty: 5323.394531
	Iteration 86Q: 3 clusters Score -5947808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5947811.500000 Penalty: 5323.394531
	Iteration 87Q: 3 clusters Score -5947812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5947831.500000 Penalty: 5323.394531
	Iteration 88Q: 3 clusters Score -5947832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5947837.000000 Penalty: 5323.394531
	Iteration 89Q: 3 clusters Score -5947837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5947842.000000 Penalty: 5323.394531
	Iteration 90Q: 3 clusters Score -5947842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5947840.500000 Penalty: 5323.394531
	Iteration 91Q: 3 clusters Score -5947840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5947844.000000 Penalty: 5323.394531
	Iteration 92Q: 3 clusters Score -5947844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5947851.000000 Penalty: 5323.394531
	Iteration 93Q: 3 clusters Score -5947851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5947852.500000 Penalty: 5323.394531
	Iteration 94Q: 3 clusters Score -5947852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5947862.000000 Penalty: 5323.394531
	Iteration 95Q: 3 clusters Score -5947862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5947861.500000 Penalty: 5323.394531
	Iteration 96Q: 3 clusters Score -5947862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5947847.500000 Penalty: 5323.394531
	Iteration 97Q: 3 clusters Score -5947848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5947846.500000 Penalty: 5323.394531
	Iteration 98Q: 3 clusters Score -5947846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5947852.000000 Penalty: 5323.394531
	Iteration 99Q: 3 clusters Score -5947852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5947852.000000 Penalty: 5323.394531
	Iteration 100F: 3 clusters Score -5947852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5947858.000000 Penalty: 5323.394531
	Iteration 101Q: 3 clusters Score -5947858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5947861.500000 Penalty: 5323.394531
	Iteration 102Q: 3 clusters Score -5947862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5947859.000000 Penalty: 5323.394531
	Iteration 103Q: 3 clusters Score -5947859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5947865.000000 Penalty: 5323.394531
	Iteration 104Q: 3 clusters Score -5947865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5947869.000000 Penalty: 5323.394531
	Iteration 105Q: 3 clusters Score -5947869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5947877.500000 Penalty: 5323.394531
	Iteration 106Q: 3 clusters Score -5947878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5947877.000000 Penalty: 5323.394531
	Iteration 107Q: 3 clusters Score -5947877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5947874.500000 Penalty: 5323.394531
	Iteration 108Q: 3 clusters Score -5947874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5947873.500000 Penalty: 5323.394531
	Iteration 109Q: 3 clusters Score -5947874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5947885.500000 Penalty: 5323.394531
	Iteration 110Q: 3 clusters Score -5947886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5947892.000000 Penalty: 5323.394531
	Iteration 111Q: 3 clusters Score -5947892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5947887.500000 Penalty: 5323.394531
	Iteration 112Q: 3 clusters Score -5947888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5947894.000000 Penalty: 5323.394531
	Iteration 113Q: 3 clusters Score -5947894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5947894.500000 Penalty: 5323.394531
	Iteration 114Q: 3 clusters Score -5947894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5947893.500000 Penalty: 5323.394531
	Iteration 115Q: 3 clusters Score -5947894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5947903.500000 Penalty: 5323.394531
	Iteration 116Q: 3 clusters Score -5947904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5947896.000000 Penalty: 5323.394531
	Iteration 117Q: 3 clusters Score -5947896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5947894.000000 Penalty: 5323.394531
	Iteration 118Q: 3 clusters Score -5947894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5947891.000000 Penalty: 5323.394531
	Iteration 119Q: 3 clusters Score -5947891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5947892.000000 Penalty: 5323.394531
	Iteration 120F: 3 clusters Score -5947892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5947894.000000 Penalty: 5323.394531
	Iteration 121Q: 3 clusters Score -5947894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5947894.000000 Penalty: 5323.394531
	Iteration 122F: 3 clusters Score -5947894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Entering Unmasked Estep 
Score: -1816455.375000 Penalty: 2387.694336
	Iteration 0F: 2 clusters Score -1816455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1805500.500000 Penalty: 4775.388672
	Iteration 0F: 3 clusters Score -1805500 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1808972.500000 Penalty: 4775.388672
	Iteration 1F: 3 clusters Score -1808972 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1809374.875000 Penalty: 4775.388672
	Iteration 2F: 3 clusters Score -1809375 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1809718.625000 Penalty: 4775.388672
	Iteration 3F: 3 clusters Score -1809719 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1810076.125000 Penalty: 4775.388672
	Iteration 4Q: 3 clusters Score -1810076 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1810465.250000 Penalty: 4775.388672
	Iteration 5Q: 3 clusters Score -1810465 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1810903.250000 Penalty: 4775.388672
	Iteration 6Q: 3 clusters Score -1810903 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1811383.750000 Penalty: 4775.388672
	Iteration 7F: 3 clusters Score -1811384 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1811839.250000 Penalty: 4775.388672
	Iteration 8Q: 3 clusters Score -1811839 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1812287.750000 Penalty: 4775.388672
	Iteration 9Q: 3 clusters Score -1812288 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1812746.000000 Penalty: 4775.388672
	Iteration 10Q: 3 clusters Score -1812746 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1813125.000000 Penalty: 4775.388672
	Iteration 11Q: 3 clusters Score -1813125 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1813372.250000 Penalty: 4775.388672
	Iteration 12Q: 3 clusters Score -1813372 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1813556.000000 Penalty: 4775.388672
	Iteration 13Q: 3 clusters Score -1813556 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1813666.625000 Penalty: 4775.388672
	Iteration 14Q: 3 clusters Score -1813667 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1813772.250000 Penalty: 4775.388672
	Iteration 15Q: 3 clusters Score -1813772 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1813856.875000 Penalty: 4775.388672
	Iteration 16Q: 3 clusters Score -1813857 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1813942.250000 Penalty: 4775.388672
	Iteration 17Q: 3 clusters Score -1813942 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1814007.500000 Penalty: 4775.388672
	Iteration 18Q: 3 clusters Score -1814008 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1814075.500000 Penalty: 4775.388672
	Iteration 19Q: 3 clusters Score -1814076 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1814143.500000 Penalty: 4775.388672
	Iteration 20F: 3 clusters Score -1814144 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1814199.875000 Penalty: 4775.388672
	Iteration 21Q: 3 clusters Score -1814200 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1814235.125000 Penalty: 4775.388672
	Iteration 22Q: 3 clusters Score -1814235 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1814264.125000 Penalty: 4775.388672
	Iteration 23Q: 3 clusters Score -1814264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1814291.000000 Penalty: 4775.388672
	Iteration 24Q: 3 clusters Score -1814291 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1814327.875000 Penalty: 4775.388672
	Iteration 25Q: 3 clusters Score -1814328 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1814360.375000 Penalty: 4775.388672
	Iteration 26Q: 3 clusters Score -1814360 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1814398.125000 Penalty: 4775.388672
	Iteration 27Q: 3 clusters Score -1814398 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1814430.125000 Penalty: 4775.388672
	Iteration 28Q: 3 clusters Score -1814430 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1814460.250000 Penalty: 4775.388672
	Iteration 29Q: 3 clusters Score -1814460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1814474.375000 Penalty: 4775.388672
	Iteration 30Q: 3 clusters Score -1814474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1814493.250000 Penalty: 4775.388672
	Iteration 31Q: 3 clusters Score -1814493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1814507.125000 Penalty: 4775.388672
	Iteration 32Q: 3 clusters Score -1814507 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1814522.125000 Penalty: 4775.388672
	Iteration 33Q: 3 clusters Score -1814522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1814529.250000 Penalty: 4775.388672
	Iteration 34Q: 3 clusters Score -1814529 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1814538.375000 Penalty: 4775.388672
	Iteration 35Q: 3 clusters Score -1814538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1814555.750000 Penalty: 4775.388672
	Iteration 36Q: 3 clusters Score -1814556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1814561.250000 Penalty: 4775.388672
	Iteration 37Q: 3 clusters Score -1814561 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1814580.125000 Penalty: 4775.388672
	Iteration 38Q: 3 clusters Score -1814580 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1814598.000000 Penalty: 4775.388672
	Iteration 39Q: 3 clusters Score -1814598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1814612.625000 Penalty: 4775.388672
	Iteration 40F: 3 clusters Score -1814613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1814629.125000 Penalty: 4775.388672
	Iteration 41Q: 3 clusters Score -1814629 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1814650.875000 Penalty: 4775.388672
	Iteration 42Q: 3 clusters Score -1814651 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1814671.000000 Penalty: 4775.388672
	Iteration 43Q: 3 clusters Score -1814671 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1814689.250000 Penalty: 4775.388672
	Iteration 44Q: 3 clusters Score -1814689 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1814706.125000 Penalty: 4775.388672
	Iteration 45Q: 3 clusters Score -1814706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1814722.750000 Penalty: 4775.388672
	Iteration 46Q: 3 clusters Score -1814723 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1814736.000000 Penalty: 4775.388672
	Iteration 47Q: 3 clusters Score -1814736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1814756.500000 Penalty: 4775.388672
	Iteration 48Q: 3 clusters Score -1814756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1814774.000000 Penalty: 4775.388672
	Iteration 49Q: 3 clusters Score -1814774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1814791.250000 Penalty: 4775.388672
	Iteration 50Q: 3 clusters Score -1814791 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1814810.750000 Penalty: 4775.388672
	Iteration 51Q: 3 clusters Score -1814811 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1814832.000000 Penalty: 4775.388672
	Iteration 52Q: 3 clusters Score -1814832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1814839.750000 Penalty: 4775.388672
	Iteration 53Q: 3 clusters Score -1814840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1814853.125000 Penalty: 4775.388672
	Iteration 54Q: 3 clusters Score -1814853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1814860.750000 Penalty: 4775.388672
	Iteration 55Q: 3 clusters Score -1814861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1814863.875000 Penalty: 4775.388672
	Iteration 56Q: 3 clusters Score -1814864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1814870.500000 Penalty: 4775.388672
	Iteration 57Q: 3 clusters Score -1814870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1814872.500000 Penalty: 4775.388672
	Iteration 58Q: 3 clusters Score -1814872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1814867.625000 Penalty: 4775.388672
	Iteration 59Q: 3 clusters Score -1814868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1814873.125000 Penalty: 4775.388672
	Iteration 60F: 3 clusters Score -1814873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1814877.250000 Penalty: 4775.388672
	Iteration 61Q: 3 clusters Score -1814877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1814881.500000 Penalty: 4775.388672
	Iteration 62Q: 3 clusters Score -1814882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1814888.625000 Penalty: 4775.388672
	Iteration 63Q: 3 clusters Score -1814889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1814898.625000 Penalty: 4775.388672
	Iteration 64Q: 3 clusters Score -1814899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1814897.500000 Penalty: 4775.388672
	Iteration 65Q: 3 clusters Score -1814898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1814906.750000 Penalty: 4775.388672
	Iteration 66Q: 3 clusters Score -1814907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1814904.750000 Penalty: 4775.388672
	Iteration 67Q: 3 clusters Score -1814905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1814908.000000 Penalty: 4775.388672
	Iteration 68Q: 3 clusters Score -1814908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1814925.875000 Penalty: 4775.388672
	Iteration 69Q: 3 clusters Score -1814926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1814935.000000 Penalty: 4775.388672
	Iteration 70Q: 3 clusters Score -1814935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1814941.000000 Penalty: 4775.388672
	Iteration 71Q: 3 clusters Score -1814941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1814946.125000 Penalty: 4775.388672
	Iteration 72Q: 3 clusters Score -1814946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1814951.375000 Penalty: 4775.388672
	Iteration 73Q: 3 clusters Score -1814951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1814955.875000 Penalty: 4775.388672
	Iteration 74Q: 3 clusters Score -1814956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1814965.250000 Penalty: 4775.388672
	Iteration 75Q: 3 clusters Score -1814965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1814968.125000 Penalty: 4775.388672
	Iteration 76Q: 3 clusters Score -1814968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1814976.250000 Penalty: 4775.388672
	Iteration 77Q: 3 clusters Score -1814976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1814977.500000 Penalty: 4775.388672
	Iteration 78Q: 3 clusters Score -1814978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1814985.125000 Penalty: 4775.388672
	Iteration 79Q: 3 clusters Score -1814985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1814988.000000 Penalty: 4775.388672
	Iteration 80F: 3 clusters Score -1814988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1814995.750000 Penalty: 4775.388672
	Iteration 81Q: 3 clusters Score -1814996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1814996.250000 Penalty: 4775.388672
	Iteration 82Q: 3 clusters Score -1814996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1815000.625000 Penalty: 4775.388672
	Iteration 83Q: 3 clusters Score -1815001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1815003.875000 Penalty: 4775.388672
	Iteration 84Q: 3 clusters Score -1815004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1815004.375000 Penalty: 4775.388672
	Iteration 85Q: 3 clusters Score -1815004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1815007.000000 Penalty: 4775.388672
	Iteration 86Q: 3 clusters Score -1815007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1815005.000000 Penalty: 4775.388672
	Iteration 87Q: 3 clusters Score -1815005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1815010.875000 Penalty: 4775.388672
	Iteration 88Q: 3 clusters Score -1815011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1815012.125000 Penalty: 4775.388672
	Iteration 89Q: 3 clusters Score -1815012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1815012.875000 Penalty: 4775.388672
	Iteration 90Q: 3 clusters Score -1815013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1815012.875000 Penalty: 4775.388672
	Iteration 91F: 3 clusters Score -1815013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Entering Unmasked Estep 
Score: -9420863.000000 Penalty: 2779.214111
	Iteration 0F: 2 clusters Score -9420863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -9371709.000000 Penalty: 5558.428223
	Iteration 0F: 3 clusters Score -9371709 nChanged 34386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -9390891.000000 Penalty: 5558.428223
	Iteration 1F: 3 clusters Score -9390891 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -9391465.000000 Penalty: 5558.428223
	Iteration 2Q: 3 clusters Score -9391465 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -9392065.000000 Penalty: 5558.428223
	Iteration 3Q: 3 clusters Score -9392065 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -9392879.000000 Penalty: 5558.428223
	Iteration 4Q: 3 clusters Score -9392879 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -9393981.000000 Penalty: 5558.428223
	Iteration 5Q: 3 clusters Score -9393981 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -9395461.000000 Penalty: 5558.428223
	Iteration 6Q: 3 clusters Score -9395461 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -9397419.000000 Penalty: 5558.428223
	Iteration 7F: 3 clusters Score -9397419 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -9399922.000000 Penalty: 5558.428223
	Iteration 8F: 3 clusters Score -9399922 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -9402871.000000 Penalty: 5558.428223
	Iteration 9F: 3 clusters Score -9402871 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -9406174.000000 Penalty: 5558.428223
	Iteration 10F: 3 clusters Score -9406174 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -9409523.000000 Penalty: 5558.428223
	Iteration 11F: 3 clusters Score -9409523 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -9412903.000000 Penalty: 5558.428223
	Iteration 12F: 3 clusters Score -9412903 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -9415659.000000 Penalty: 5558.428223
	Iteration 13Q: 3 clusters Score -9415659 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -9417193.000000 Penalty: 5558.428223
	Iteration 14Q: 3 clusters Score -9417193 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9417815.000000 Penalty: 5558.428223
	Iteration 15Q: 3 clusters Score -9417815 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9418177.000000 Penalty: 5558.428223
	Iteration 16Q: 3 clusters Score -9418177 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9418302.000000 Penalty: 5558.428223
	Iteration 17Q: 3 clusters Score -9418302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9418337.000000 Penalty: 5558.428223
	Iteration 18Q: 3 clusters Score -9418337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9418373.000000 Penalty: 5558.428223
	Iteration 19Q: 3 clusters Score -9418373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9418387.000000 Penalty: 5558.428223
	Iteration 20F: 3 clusters Score -9418387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9418400.000000 Penalty: 5558.428223
	Iteration 21Q: 3 clusters Score -9418400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9418424.000000 Penalty: 5558.428223
	Iteration 22Q: 3 clusters Score -9418424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9418428.000000 Penalty: 5558.428223
	Iteration 23Q: 3 clusters Score -9418428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73310 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9418429.000000 Penalty: 5558.428223
	Iteration 24Q: 3 clusters Score -9418429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9418432.000000 Penalty: 5558.428223
	Iteration 25Q: 3 clusters Score -9418432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9418437.000000 Penalty: 5558.428223
	Iteration 26Q: 3 clusters Score -9418437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9418436.000000 Penalty: 5558.428223
	Iteration 27Q: 3 clusters Score -9418436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9418442.000000 Penalty: 5558.428223
	Iteration 28Q: 3 clusters Score -9418442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9418442.000000 Penalty: 5558.428223
	Iteration 29F: 3 clusters Score -9418442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -455394.812500 Penalty: 2037.120239
	Iteration 0F: 2 clusters Score -455394.8 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 1825 members 
Entering Unmasked Estep 
Score: -451680.656250 Penalty: 4074.240479
	Iteration 0F: 3 clusters Score -451680.7 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -452564.125000 Penalty: 4074.240479
	Iteration 1F: 3 clusters Score -452564.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -452885.406250 Penalty: 4074.240479
	Iteration 2F: 3 clusters Score -452885.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -453090.468750 Penalty: 4074.240479
	Iteration 3F: 3 clusters Score -453090.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -453233.843750 Penalty: 4074.240479
	Iteration 4F: 3 clusters Score -453233.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -453360.062500 Penalty: 4074.240479
	Iteration 5Q: 3 clusters Score -453360.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -453451.312500 Penalty: 4074.240479
	Iteration 6Q: 3 clusters Score -453451.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -453529.000000 Penalty: 4074.240479
	Iteration 7Q: 3 clusters Score -453529 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -453602.125000 Penalty: 4074.240479
	Iteration 8Q: 3 clusters Score -453602.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -453676.968750 Penalty: 4074.240479
	Iteration 9Q: 3 clusters Score -453677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -453732.093750 Penalty: 4074.240479
	Iteration 10Q: 3 clusters Score -453732.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -453785.812500 Penalty: 4074.240479
	Iteration 11Q: 3 clusters Score -453785.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -453836.781250 Penalty: 4074.240479
	Iteration 12Q: 3 clusters Score -453836.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -453869.437500 Penalty: 4074.240479
	Iteration 13Q: 3 clusters Score -453869.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -453887.281250 Penalty: 4074.240479
	Iteration 14Q: 3 clusters Score -453887.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -453899.625000 Penalty: 4074.240479
	Iteration 15Q: 3 clusters Score -453899.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -453912.906250 Penalty: 4074.240479
	Iteration 16Q: 3 clusters Score -453912.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -453927.187500 Penalty: 4074.240479
	Iteration 17Q: 3 clusters Score -453927.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -453940.781250 Penalty: 4074.240479
	Iteration 18Q: 3 clusters Score -453940.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -453950.125000 Penalty: 4074.240479
	Iteration 19Q: 3 clusters Score -453950.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -453960.343750 Penalty: 4074.240479
	Iteration 20F: 3 clusters Score -453960.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -453966.218750 Penalty: 4074.240479
	Iteration 21Q: 3 clusters Score -453966.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -453972.906250 Penalty: 4074.240479
	Iteration 22Q: 3 clusters Score -453972.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -453982.375000 Penalty: 4074.240479
	Iteration 23Q: 3 clusters Score -453982.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -453987.187500 Penalty: 4074.240479
	Iteration 24Q: 3 clusters Score -453987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -453990.187500 Penalty: 4074.240479
	Iteration 25Q: 3 clusters Score -453990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -453991.781250 Penalty: 4074.240479
	Iteration 26Q: 3 clusters Score -453991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -453992.906250 Penalty: 4074.240479
	Iteration 27Q: 3 clusters Score -453992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -453992.562500 Penalty: 4074.240479
	Iteration 28Q: 3 clusters Score -453992.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -453994.093750 Penalty: 4074.240479
	Iteration 29Q: 3 clusters Score -453994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -453994.593750 Penalty: 4074.240479
	Iteration 30Q: 3 clusters Score -453994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -453995.593750 Penalty: 4074.240479
	Iteration 31Q: 3 clusters Score -453995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -453995.593750 Penalty: 4074.240479
	Iteration 32F: 3 clusters Score -453995.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Entering Unmasked Estep 
Score: -1141971.500000 Penalty: 2270.633057
	Iteration 0F: 2 clusters Score -1141972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1134610.375000 Penalty: 4541.266113
	Iteration 0F: 3 clusters Score -1134610 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1136788.000000 Penalty: 4541.266113
	Iteration 1F: 3 clusters Score -1136788 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1137057.250000 Penalty: 4541.266113
	Iteration 2F: 3 clusters Score -1137057 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1137236.875000 Penalty: 4541.266113
	Iteration 3Q: 3 clusters Score -1137237 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1137411.875000 Penalty: 4541.266113
	Iteration 4Q: 3 clusters Score -1137412 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1137582.625000 Penalty: 4541.266113
	Iteration 5Q: 3 clusters Score -1137583 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1137738.875000 Penalty: 4541.266113
	Iteration 6Q: 3 clusters Score -1137739 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1137920.000000 Penalty: 4541.266113
	Iteration 7Q: 3 clusters Score -1137920 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1138082.625000 Penalty: 4541.266113
	Iteration 8Q: 3 clusters Score -1138083 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1138234.125000 Penalty: 4541.266113
	Iteration 9Q: 3 clusters Score -1138234 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1138380.125000 Penalty: 4541.266113
	Iteration 10Q: 3 clusters Score -1138380 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1138518.375000 Penalty: 4541.266113
	Iteration 11Q: 3 clusters Score -1138518 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1138660.875000 Penalty: 4541.266113
	Iteration 12Q: 3 clusters Score -1138661 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1138836.500000 Penalty: 4541.266113
	Iteration 13Q: 3 clusters Score -1138836 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1139007.750000 Penalty: 4541.266113
	Iteration 14Q: 3 clusters Score -1139008 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1139211.875000 Penalty: 4541.266113
	Iteration 15Q: 3 clusters Score -1139212 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1139534.125000 Penalty: 4541.266113
	Iteration 16Q: 3 clusters Score -1139534 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1139917.000000 Penalty: 4541.266113
	Iteration 17Q: 3 clusters Score -1139917 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1140259.250000 Penalty: 4541.266113
	Iteration 18Q: 3 clusters Score -1140259 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1140429.375000 Penalty: 4541.266113
	Iteration 19Q: 3 clusters Score -1140429 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1140543.375000 Penalty: 4541.266113
	Iteration 20F: 3 clusters Score -1140543 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1140619.875000 Penalty: 4541.266113
	Iteration 21Q: 3 clusters Score -1140620 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1140680.625000 Penalty: 4541.266113
	Iteration 22Q: 3 clusters Score -1140681 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1140725.500000 Penalty: 4541.266113
	Iteration 23Q: 3 clusters Score -1140726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1140771.875000 Penalty: 4541.266113
	Iteration 24Q: 3 clusters Score -1140772 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1140808.250000 Penalty: 4541.266113
	Iteration 25Q: 3 clusters Score -1140808 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1140839.000000 Penalty: 4541.266113
	Iteration 26Q: 3 clusters Score -1140839 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1140876.000000 Penalty: 4541.266113
	Iteration 27Q: 3 clusters Score -1140876 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1140911.250000 Penalty: 4541.266113
	Iteration 28Q: 3 clusters Score -1140911 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1140952.125000 Penalty: 4541.266113
	Iteration 29Q: 3 clusters Score -1140952 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1140991.250000 Penalty: 4541.266113
	Iteration 30Q: 3 clusters Score -1140991 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1141040.250000 Penalty: 4541.266113
	Iteration 31Q: 3 clusters Score -1141040 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1141091.875000 Penalty: 4541.266113
	Iteration 32Q: 3 clusters Score -1141092 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1141128.375000 Penalty: 4541.266113
	Iteration 33Q: 3 clusters Score -1141128 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1141171.875000 Penalty: 4541.266113
	Iteration 34Q: 3 clusters Score -1141172 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1141208.500000 Penalty: 4541.266113
	Iteration 35Q: 3 clusters Score -1141208 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1141250.250000 Penalty: 4541.266113
	Iteration 36Q: 3 clusters Score -1141250 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1141275.750000 Penalty: 4541.266113
	Iteration 37Q: 3 clusters Score -1141276 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1141305.250000 Penalty: 4541.266113
	Iteration 38Q: 3 clusters Score -1141305 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1141331.625000 Penalty: 4541.266113
	Iteration 39Q: 3 clusters Score -1141332 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1141382.250000 Penalty: 4541.266113
	Iteration 40F: 3 clusters Score -1141382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1141415.250000 Penalty: 4541.266113
	Iteration 41Q: 3 clusters Score -1141415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1141448.625000 Penalty: 4541.266113
	Iteration 42Q: 3 clusters Score -1141449 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1141483.250000 Penalty: 4541.266113
	Iteration 43Q: 3 clusters Score -1141483 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1141512.250000 Penalty: 4541.266113
	Iteration 44Q: 3 clusters Score -1141512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1141535.375000 Penalty: 4541.266113
	Iteration 45Q: 3 clusters Score -1141535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1141560.625000 Penalty: 4541.266113
	Iteration 46Q: 3 clusters Score -1141561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1141579.125000 Penalty: 4541.266113
	Iteration 47Q: 3 clusters Score -1141579 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1141603.500000 Penalty: 4541.266113
	Iteration 48Q: 3 clusters Score -1141604 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1141634.875000 Penalty: 4541.266113
	Iteration 49Q: 3 clusters Score -1141635 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1141653.125000 Penalty: 4541.266113
	Iteration 50Q: 3 clusters Score -1141653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1141662.500000 Penalty: 4541.266113
	Iteration 51Q: 3 clusters Score -1141662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1141669.375000 Penalty: 4541.266113
	Iteration 52Q: 3 clusters Score -1141669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1141675.125000 Penalty: 4541.266113
	Iteration 53Q: 3 clusters Score -1141675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1141675.250000 Penalty: 4541.266113
	Iteration 54Q: 3 clusters Score -1141675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1141677.625000 Penalty: 4541.266113
	Iteration 55Q: 3 clusters Score -1141678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1141681.000000 Penalty: 4541.266113
	Iteration 56Q: 3 clusters Score -1141681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1141683.375000 Penalty: 4541.266113
	Iteration 57Q: 3 clusters Score -1141683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1141687.500000 Penalty: 4541.266113
	Iteration 58Q: 3 clusters Score -1141688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1141689.500000 Penalty: 4541.266113
	Iteration 59Q: 3 clusters Score -1141690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1141694.750000 Penalty: 4541.266113
	Iteration 60F: 3 clusters Score -1141695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1141699.125000 Penalty: 4541.266113
	Iteration 61Q: 3 clusters Score -1141699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1141698.875000 Penalty: 4541.266113
	Iteration 62Q: 3 clusters Score -1141699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1141702.625000 Penalty: 4541.266113
	Iteration 63Q: 3 clusters Score -1141703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1141709.250000 Penalty: 4541.266113
	Iteration 64Q: 3 clusters Score -1141709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1141709.125000 Penalty: 4541.266113
	Iteration 65Q: 3 clusters Score -1141709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1141710.625000 Penalty: 4541.266113
	Iteration 66Q: 3 clusters Score -1141711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1141713.750000 Penalty: 4541.266113
	Iteration 67Q: 3 clusters Score -1141714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1141713.000000 Penalty: 4541.266113
	Iteration 68Q: 3 clusters Score -1141713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1141714.375000 Penalty: 4541.266113
	Iteration 69Q: 3 clusters Score -1141714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1141712.375000 Penalty: 4541.266113
	Iteration 70Q: 3 clusters Score -1141712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1141714.250000 Penalty: 4541.266113
	Iteration 71Q: 3 clusters Score -1141714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1141716.625000 Penalty: 4541.266113
	Iteration 72Q: 3 clusters Score -1141717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1141717.750000 Penalty: 4541.266113
	Iteration 73Q: 3 clusters Score -1141718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1141716.500000 Penalty: 4541.266113
	Iteration 74Q: 3 clusters Score -1141716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1141719.125000 Penalty: 4541.266113
	Iteration 75Q: 3 clusters Score -1141719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1141717.625000 Penalty: 4541.266113
	Iteration 76Q: 3 clusters Score -1141718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1141718.625000 Penalty: 4541.266113
	Iteration 77Q: 3 clusters Score -1141719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1141721.000000 Penalty: 4541.266113
	Iteration 78Q: 3 clusters Score -1141721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1141723.000000 Penalty: 4541.266113
	Iteration 79Q: 3 clusters Score -1141723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1141722.000000 Penalty: 4541.266113
	Iteration 80F: 3 clusters Score -1141722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1141725.125000 Penalty: 4541.266113
	Iteration 81Q: 3 clusters Score -1141725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1141727.875000 Penalty: 4541.266113
	Iteration 82Q: 3 clusters Score -1141728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1141727.875000 Penalty: 4541.266113
	Iteration 83F: 3 clusters Score -1141728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (77957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Entering Unmasked Estep 
Score: -10077142.000000 Penalty: 2793.450195
	Iteration 0F: 2 clusters Score -1.007714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -10024666.000000 Penalty: 5586.900391
	Iteration 0F: 3 clusters Score -1.002467e+07 nChanged 36720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -10045489.000000 Penalty: 5586.900391
	Iteration 1F: 3 clusters Score -1.004549e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -10046202.000000 Penalty: 5586.900391
	Iteration 2Q: 3 clusters Score -1.00462e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -10047004.000000 Penalty: 5586.900391
	Iteration 3Q: 3 clusters Score -1.0047e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -10048290.000000 Penalty: 5586.900391
	Iteration 4Q: 3 clusters Score -1.004829e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -10050455.000000 Penalty: 5586.900391
	Iteration 5F: 3 clusters Score -1.005046e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -10054025.000000 Penalty: 5586.900391
	Iteration 6F: 3 clusters Score -1.005402e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -10059215.000000 Penalty: 5586.900391
	Iteration 7F: 3 clusters Score -1.005922e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -10065520.000000 Penalty: 5586.900391
	Iteration 8F: 3 clusters Score -1.006552e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -10070484.000000 Penalty: 5586.900391
	Iteration 9F: 3 clusters Score -1.007048e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76067 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -10073112.000000 Penalty: 5586.900391
	Iteration 10Q: 3 clusters Score -1.007311e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10074069.000000 Penalty: 5586.900391
	Iteration 11Q: 3 clusters Score -1.007407e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77436 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10074418.000000 Penalty: 5586.900391
	Iteration 12Q: 3 clusters Score -1.007442e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10074559.000000 Penalty: 5586.900391
	Iteration 13Q: 3 clusters Score -1.007456e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10074617.000000 Penalty: 5586.900391
	Iteration 14Q: 3 clusters Score -1.007462e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77622 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10074666.000000 Penalty: 5586.900391
	Iteration 15Q: 3 clusters Score -1.007467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10074668.000000 Penalty: 5586.900391
	Iteration 16Q: 3 clusters Score -1.007467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10074677.000000 Penalty: 5586.900391
	Iteration 17Q: 3 clusters Score -1.007468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10074690.000000 Penalty: 5586.900391
	Iteration 18Q: 3 clusters Score -1.007469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10074696.000000 Penalty: 5586.900391
	Iteration 19Q: 3 clusters Score -1.00747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77646 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10074703.000000 Penalty: 5586.900391
	Iteration 20F: 3 clusters Score -1.00747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10074704.000000 Penalty: 5586.900391
	Iteration 21Q: 3 clusters Score -1.00747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10074707.000000 Penalty: 5586.900391
	Iteration 22Q: 3 clusters Score -1.007471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10074707.000000 Penalty: 5586.900391
	Iteration 23F: 3 clusters Score -1.007471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -93646.179688 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -93646.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91886.257812 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -91886.26 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92090.132812 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -92090.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92178.320312 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -92178.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92222.984375 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -92222.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92240.343750 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -92240.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -92255.718750 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -92255.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92264.882812 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -92264.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -92270.648438 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -92270.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92276.000000 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -92276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92280.375000 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -92280.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92287.226562 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -92287.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -92296.148438 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -92296.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -92298.726562 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -92298.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -92298.726562 Penalty: 3306.810547
	Iteration 13F: 3 clusters Score -92298.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Entering Unmasked Estep 
Score: -699104.562500 Penalty: 2145.887695
	Iteration 0F: 2 clusters Score -699104.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -694170.125000 Penalty: 4291.775391
	Iteration 0F: 3 clusters Score -694170.1 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -695414.812500 Penalty: 4291.775391
	Iteration 1F: 3 clusters Score -695414.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -695626.062500 Penalty: 4291.775391
	Iteration 2F: 3 clusters Score -695626.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -695751.625000 Penalty: 4291.775391
	Iteration 3Q: 3 clusters Score -695751.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -695863.937500 Penalty: 4291.775391
	Iteration 4Q: 3 clusters Score -695863.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -695946.000000 Penalty: 4291.775391
	Iteration 5Q: 3 clusters Score -695946 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -696023.187500 Penalty: 4291.775391
	Iteration 6Q: 3 clusters Score -696023.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -696090.500000 Penalty: 4291.775391
	Iteration 7Q: 3 clusters Score -696090.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -696151.437500 Penalty: 4291.775391
	Iteration 8Q: 3 clusters Score -696151.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -696205.375000 Penalty: 4291.775391
	Iteration 9Q: 3 clusters Score -696205.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -696263.000000 Penalty: 4291.775391
	Iteration 10Q: 3 clusters Score -696263 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -696319.000000 Penalty: 4291.775391
	Iteration 11Q: 3 clusters Score -696319 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -696380.437500 Penalty: 4291.775391
	Iteration 12Q: 3 clusters Score -696380.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -696438.562500 Penalty: 4291.775391
	Iteration 13Q: 3 clusters Score -696438.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -696509.000000 Penalty: 4291.775391
	Iteration 14Q: 3 clusters Score -696509 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -696581.437500 Penalty: 4291.775391
	Iteration 15Q: 3 clusters Score -696581.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -696657.250000 Penalty: 4291.775391
	Iteration 16Q: 3 clusters Score -696657.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -696740.187500 Penalty: 4291.775391
	Iteration 17Q: 3 clusters Score -696740.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -696810.937500 Penalty: 4291.775391
	Iteration 18Q: 3 clusters Score -696810.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -696880.437500 Penalty: 4291.775391
	Iteration 19Q: 3 clusters Score -696880.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -696934.312500 Penalty: 4291.775391
	Iteration 20F: 3 clusters Score -696934.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -696984.500000 Penalty: 4291.775391
	Iteration 21Q: 3 clusters Score -696984.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -697040.000000 Penalty: 4291.775391
	Iteration 22Q: 3 clusters Score -697040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -697086.562500 Penalty: 4291.775391
	Iteration 23Q: 3 clusters Score -697086.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -697127.375000 Penalty: 4291.775391
	Iteration 24Q: 3 clusters Score -697127.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -697156.937500 Penalty: 4291.775391
	Iteration 25Q: 3 clusters Score -697156.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -697180.250000 Penalty: 4291.775391
	Iteration 26Q: 3 clusters Score -697180.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -697202.875000 Penalty: 4291.775391
	Iteration 27Q: 3 clusters Score -697202.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -697215.812500 Penalty: 4291.775391
	Iteration 28Q: 3 clusters Score -697215.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -697230.000000 Penalty: 4291.775391
	Iteration 29Q: 3 clusters Score -697230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -697240.437500 Penalty: 4291.775391
	Iteration 30Q: 3 clusters Score -697240.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -697249.562500 Penalty: 4291.775391
	Iteration 31Q: 3 clusters Score -697249.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -697258.437500 Penalty: 4291.775391
	Iteration 32Q: 3 clusters Score -697258.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -697271.437500 Penalty: 4291.775391
	Iteration 33Q: 3 clusters Score -697271.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -697279.875000 Penalty: 4291.775391
	Iteration 34Q: 3 clusters Score -697279.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -697287.125000 Penalty: 4291.775391
	Iteration 35Q: 3 clusters Score -697287.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -697295.875000 Penalty: 4291.775391
	Iteration 36Q: 3 clusters Score -697295.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -697302.125000 Penalty: 4291.775391
	Iteration 37Q: 3 clusters Score -697302.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -697313.062500 Penalty: 4291.775391
	Iteration 38Q: 3 clusters Score -697313.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -697324.312500 Penalty: 4291.775391
	Iteration 39Q: 3 clusters Score -697324.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -697328.000000 Penalty: 4291.775391
	Iteration 40F: 3 clusters Score -697328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -697329.187500 Penalty: 4291.775391
	Iteration 41Q: 3 clusters Score -697329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -697330.687500 Penalty: 4291.775391
	Iteration 42Q: 3 clusters Score -697330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -697333.125000 Penalty: 4291.775391
	Iteration 43Q: 3 clusters Score -697333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -697333.125000 Penalty: 4291.775391
	Iteration 44F: 3 clusters Score -697333.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (152842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152842 members 
Entering Unmasked Estep 
Score: -19818052.000000 Penalty: 2960.415527
	Iteration 0F: 2 clusters Score -1.981805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -19717318.000000 Penalty: 5920.831055
	Iteration 0F: 3 clusters Score -1.971732e+07 nChanged 72829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75178 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
Score: -19759128.000000 Penalty: 5920.831055
	Iteration 1F: 3 clusters Score -1.975913e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -19760014.000000 Penalty: 5920.831055
	Iteration 2Q: 3 clusters Score -1.976001e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -19760934.000000 Penalty: 5920.831055
	Iteration 3Q: 3 clusters Score -1.976093e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -19762048.000000 Penalty: 5920.831055
	Iteration 4Q: 3 clusters Score -1.976205e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 86305 members 
Entering Unmasked Estep 
Score: -19764118.000000 Penalty: 5920.831055
	Iteration 5Q: 3 clusters Score -1.976412e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -19767438.000000 Penalty: 5920.831055
	Iteration 6Q: 3 clusters Score -1.976744e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -19772732.000000 Penalty: 5920.831055
	Iteration 7F: 3 clusters Score -1.977273e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 109074 members 
Entering Unmasked Estep 
Score: -19780810.000000 Penalty: 5920.831055
	Iteration 8F: 3 clusters Score -1.978081e+07 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 120127 members 
Entering Unmasked Estep 
Score: -19790880.000000 Penalty: 5920.831055
	Iteration 9F: 3 clusters Score -1.979088e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 129917 members 
Entering Unmasked Estep 
Score: -19800162.000000 Penalty: 5920.831055
	Iteration 10F: 3 clusters Score -1.980016e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 137126 members 
Entering Unmasked Estep 
Score: -19806628.000000 Penalty: 5920.831055
	Iteration 11Q: 3 clusters Score -1.980663e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 141386 members 
Entering Unmasked Estep 
Score: -19810376.000000 Penalty: 5920.831055
	Iteration 12Q: 3 clusters Score -1.981038e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 143872 members 
Entering Unmasked Estep 
Score: -19812640.000000 Penalty: 5920.831055
	Iteration 13Q: 3 clusters Score -1.981264e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 145284 members 
Entering Unmasked Estep 
Score: -19814088.000000 Penalty: 5920.831055
	Iteration 14Q: 3 clusters Score -1.981409e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -19814850.000000 Penalty: 5920.831055
	Iteration 15Q: 3 clusters Score -1.981485e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 146555 members 
Entering Unmasked Estep 
Score: -19815250.000000 Penalty: 5920.831055
	Iteration 16Q: 3 clusters Score -1.981525e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 146922 members 
Entering Unmasked Estep 
Score: -19815510.000000 Penalty: 5920.831055
	Iteration 17Q: 3 clusters Score -1.981551e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 147195 members 
Entering Unmasked Estep 
Score: -19815664.000000 Penalty: 5920.831055
	Iteration 18Q: 3 clusters Score -1.981566e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 147419 members 
Entering Unmasked Estep 
Score: -19815678.000000 Penalty: 5920.831055
	Iteration 19Q: 3 clusters Score -1.981568e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 147567 members 
Entering Unmasked Estep 
Score: -19815744.000000 Penalty: 5920.831055
	Iteration 20F: 3 clusters Score -1.981574e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 147687 members 
Entering Unmasked Estep 
Score: -19815786.000000 Penalty: 5920.831055
	Iteration 21Q: 3 clusters Score -1.981579e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 147788 members 
Entering Unmasked Estep 
Score: -19815862.000000 Penalty: 5920.831055
	Iteration 22Q: 3 clusters Score -1.981586e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 147862 members 
Entering Unmasked Estep 
Score: -19815850.000000 Penalty: 5920.831055
	Iteration 23Q: 3 clusters Score -1.981585e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 147927 members 
Entering Unmasked Estep 
Score: -19815918.000000 Penalty: 5920.831055
	Iteration 24Q: 3 clusters Score -1.981592e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 147973 members 
Entering Unmasked Estep 
Score: -19815910.000000 Penalty: 5920.831055
	Iteration 25Q: 3 clusters Score -1.981591e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 148018 members 
Entering Unmasked Estep 
Score: -19815926.000000 Penalty: 5920.831055
	Iteration 26Q: 3 clusters Score -1.981593e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 148049 members 
Entering Unmasked Estep 
Score: -19815900.000000 Penalty: 5920.831055
	Iteration 27Q: 3 clusters Score -1.98159e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 148075 members 
Entering Unmasked Estep 
Score: -19815924.000000 Penalty: 5920.831055
	Iteration 28Q: 3 clusters Score -1.981592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -19815920.000000 Penalty: 5920.831055
	Iteration 29Q: 3 clusters Score -1.981592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -19815950.000000 Penalty: 5920.831055
	Iteration 30Q: 3 clusters Score -1.981595e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 148130 members 
Entering Unmasked Estep 
Score: -19815946.000000 Penalty: 5920.831055
	Iteration 31Q: 3 clusters Score -1.981595e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 148146 members 
Entering Unmasked Estep 
Score: -19815974.000000 Penalty: 5920.831055
	Iteration 32Q: 3 clusters Score -1.981597e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 148157 members 
Entering Unmasked Estep 
Score: -19815974.000000 Penalty: 5920.831055
	Iteration 33Q: 3 clusters Score -1.981597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 148170 members 
Entering Unmasked Estep 
Score: -19815972.000000 Penalty: 5920.831055
	Iteration 34Q: 3 clusters Score -1.981597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 148186 members 
Entering Unmasked Estep 
Score: -19815972.000000 Penalty: 5920.831055
	Iteration 35Q: 3 clusters Score -1.981597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 148198 members 
Entering Unmasked Estep 
Score: -19815972.000000 Penalty: 5920.831055
	Iteration 36Q: 3 clusters Score -1.981597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 148216 members 
Entering Unmasked Estep 
Score: -19815956.000000 Penalty: 5920.831055
	Iteration 37Q: 3 clusters Score -1.981596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 148228 members 
Entering Unmasked Estep 
Score: -19815976.000000 Penalty: 5920.831055
	Iteration 38Q: 3 clusters Score -1.981598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 148236 members 
Entering Unmasked Estep 
Score: -19815978.000000 Penalty: 5920.831055
	Iteration 39Q: 3 clusters Score -1.981598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 148249 members 
Entering Unmasked Estep 
Score: -19815980.000000 Penalty: 5920.831055
	Iteration 40F: 3 clusters Score -1.981598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 148255 members 
Entering Unmasked Estep 
Score: -19815982.000000 Penalty: 5920.831055
	Iteration 41Q: 3 clusters Score -1.981598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 148261 members 
Entering Unmasked Estep 
Score: -19815982.000000 Penalty: 5920.831055
	Iteration 42Q: 3 clusters Score -1.981598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 148268 members 
Entering Unmasked Estep 
Score: -19815982.000000 Penalty: 5920.831055
	Iteration 43Q: 3 clusters Score -1.981598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 148271 members 
Entering Unmasked Estep 
Score: -19815982.000000 Penalty: 5920.831055
	Iteration 44Q: 3 clusters Score -1.981598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 148277 members 
Entering Unmasked Estep 
Score: -19815996.000000 Penalty: 5920.831055
	Iteration 45Q: 3 clusters Score -1.9816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 148285 members 
Entering Unmasked Estep 
Score: -19815990.000000 Penalty: 5920.831055
	Iteration 46Q: 3 clusters Score -1.981599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 148297 members 
Entering Unmasked Estep 
Score: -19816004.000000 Penalty: 5920.831055
	Iteration 47Q: 3 clusters Score -1.9816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 148310 members 
Entering Unmasked Estep 
Score: -19816010.000000 Penalty: 5920.831055
	Iteration 48Q: 3 clusters Score -1.981601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 148313 members 
Entering Unmasked Estep 
Score: -19816012.000000 Penalty: 5920.831055
	Iteration 49Q: 3 clusters Score -1.981601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 148320 members 
Entering Unmasked Estep 
Score: -19816006.000000 Penalty: 5920.831055
	Iteration 50Q: 3 clusters Score -1.981601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 148325 members 
Entering Unmasked Estep 
Score: -19816000.000000 Penalty: 5920.831055
	Iteration 51Q: 3 clusters Score -1.9816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 148329 members 
Entering Unmasked Estep 
Score: -19815992.000000 Penalty: 5920.831055
	Iteration 52Q: 3 clusters Score -1.981599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 148336 members 
Entering Unmasked Estep 
Score: -19816000.000000 Penalty: 5920.831055
	Iteration 53Q: 3 clusters Score -1.9816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 148341 members 
Entering Unmasked Estep 
Score: -19816018.000000 Penalty: 5920.831055
	Iteration 54Q: 3 clusters Score -1.981602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 148344 members 
Entering Unmasked Estep 
Score: -19816022.000000 Penalty: 5920.831055
	Iteration 55Q: 3 clusters Score -1.981602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 148348 members 
Entering Unmasked Estep 
Score: -19816006.000000 Penalty: 5920.831055
	Iteration 56Q: 3 clusters Score -1.981601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 148352 members 
Entering Unmasked Estep 
Score: -19816012.000000 Penalty: 5920.831055
	Iteration 57Q: 3 clusters Score -1.981601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 148355 members 
Entering Unmasked Estep 
Score: -19816026.000000 Penalty: 5920.831055
	Iteration 58Q: 3 clusters Score -1.981603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 148357 members 
Entering Unmasked Estep 
Score: -19816022.000000 Penalty: 5920.831055
	Iteration 59Q: 3 clusters Score -1.981602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 148365 members 
Entering Unmasked Estep 
Score: -19816022.000000 Penalty: 5920.831055
	Iteration 60F: 3 clusters Score -1.981602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 148375 members 
Entering Unmasked Estep 
Score: -19816014.000000 Penalty: 5920.831055
	Iteration 61Q: 3 clusters Score -1.981601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 148386 members 
Entering Unmasked Estep 
Score: -19816026.000000 Penalty: 5920.831055
	Iteration 62Q: 3 clusters Score -1.981603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 148392 members 
Entering Unmasked Estep 
Score: -19816030.000000 Penalty: 5920.831055
	Iteration 63Q: 3 clusters Score -1.981603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 148399 members 
Entering Unmasked Estep 
Score: -19816030.000000 Penalty: 5920.831055
	Iteration 64Q: 3 clusters Score -1.981603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 148402 members 
Entering Unmasked Estep 
Score: -19816028.000000 Penalty: 5920.831055
	Iteration 65Q: 3 clusters Score -1.981603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 148406 members 
Entering Unmasked Estep 
Score: -19816016.000000 Penalty: 5920.831055
	Iteration 66Q: 3 clusters Score -1.981602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 148412 members 
Entering Unmasked Estep 
Score: -19816024.000000 Penalty: 5920.831055
	Iteration 67Q: 3 clusters Score -1.981602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 148417 members 
Entering Unmasked Estep 
Score: -19816026.000000 Penalty: 5920.831055
	Iteration 68Q: 3 clusters Score -1.981603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 148420 members 
Entering Unmasked Estep 
Score: -19816022.000000 Penalty: 5920.831055
	Iteration 69Q: 3 clusters Score -1.981602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 148423 members 
Entering Unmasked Estep 
Score: -19816026.000000 Penalty: 5920.831055
	Iteration 70Q: 3 clusters Score -1.981603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 148430 members 
Entering Unmasked Estep 
Score: -19816018.000000 Penalty: 5920.831055
	Iteration 71Q: 3 clusters Score -1.981602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 148433 members 
Entering Unmasked Estep 
Score: -19816024.000000 Penalty: 5920.831055
	Iteration 72Q: 3 clusters Score -1.981602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 148434 members 
Entering Unmasked Estep 
Score: -19816014.000000 Penalty: 5920.831055
	Iteration 73Q: 3 clusters Score -1.981601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 148435 members 
Entering Unmasked Estep 
Score: -19816018.000000 Penalty: 5920.831055
	Iteration 74Q: 3 clusters Score -1.981602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 148434 members 
Entering Unmasked Estep 
Score: -19816016.000000 Penalty: 5920.831055
	Iteration 75Q: 3 clusters Score -1.981602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 148434 members 
Entering Unmasked Estep 
Score: -19816016.000000 Penalty: 5920.831055
	Iteration 76F: 3 clusters Score -1.981602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -529956.312500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -529956.3 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 2246 members 
Entering Unmasked Estep 
Score: -525774.250000 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -525774.2 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -526782.812500 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -526782.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -526980.375000 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -526980.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -527100.562500 Penalty: 4167.729004
	Iteration 3Q: 3 clusters Score -527100.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -527194.562500 Penalty: 4167.729004
	Iteration 4Q: 3 clusters Score -527194.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -527263.937500 Penalty: 4167.729004
	Iteration 5Q: 3 clusters Score -527263.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -527317.000000 Penalty: 4167.729004
	Iteration 6Q: 3 clusters Score -527317 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -527359.187500 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -527359.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -527395.750000 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -527395.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -527419.562500 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -527419.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -527444.562500 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -527444.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -527475.625000 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -527475.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -527504.125000 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -527504.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -527536.500000 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -527536.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -527566.000000 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -527566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -527593.312500 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -527593.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -527619.562500 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -527619.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -527642.687500 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -527642.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -527663.312500 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -527663.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -527679.125000 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -527679.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -527694.000000 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -527694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -527712.687500 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -527712.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -527729.812500 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -527729.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -527743.937500 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -527743.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -527763.625000 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -527763.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -527782.062500 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -527782.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -527802.437500 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -527802.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -527823.875000 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -527823.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -527841.000000 Penalty: 4167.729004
	Iteration 28Q: 3 clusters Score -527841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -527861.687500 Penalty: 4167.729004
	Iteration 29Q: 3 clusters Score -527861.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -527886.250000 Penalty: 4167.729004
	Iteration 30Q: 3 clusters Score -527886.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -527914.687500 Penalty: 4167.729004
	Iteration 31Q: 3 clusters Score -527914.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -527952.312500 Penalty: 4167.729004
	Iteration 32Q: 3 clusters Score -527952.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -527988.187500 Penalty: 4167.729004
	Iteration 33Q: 3 clusters Score -527988.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -528017.187500 Penalty: 4167.729004
	Iteration 34Q: 3 clusters Score -528017.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -528044.125000 Penalty: 4167.729004
	Iteration 35Q: 3 clusters Score -528044.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -528085.375000 Penalty: 4167.729004
	Iteration 36Q: 3 clusters Score -528085.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -528119.312500 Penalty: 4167.729004
	Iteration 37Q: 3 clusters Score -528119.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -528152.062500 Penalty: 4167.729004
	Iteration 38Q: 3 clusters Score -528152.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -528185.250000 Penalty: 4167.729004
	Iteration 39Q: 3 clusters Score -528185.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -528220.562500 Penalty: 4167.729004
	Iteration 40F: 3 clusters Score -528220.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -528244.125000 Penalty: 4167.729004
	Iteration 41Q: 3 clusters Score -528244.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -528264.562500 Penalty: 4167.729004
	Iteration 42Q: 3 clusters Score -528264.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -528276.875000 Penalty: 4167.729004
	Iteration 43Q: 3 clusters Score -528276.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -528286.250000 Penalty: 4167.729004
	Iteration 44Q: 3 clusters Score -528286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -528292.062500 Penalty: 4167.729004
	Iteration 45Q: 3 clusters Score -528292.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -528297.750000 Penalty: 4167.729004
	Iteration 46Q: 3 clusters Score -528297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -528302.750000 Penalty: 4167.729004
	Iteration 47Q: 3 clusters Score -528302.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -528307.625000 Penalty: 4167.729004
	Iteration 48Q: 3 clusters Score -528307.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -528314.625000 Penalty: 4167.729004
	Iteration 49Q: 3 clusters Score -528314.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -528322.375000 Penalty: 4167.729004
	Iteration 50Q: 3 clusters Score -528322.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -528328.687500 Penalty: 4167.729004
	Iteration 51Q: 3 clusters Score -528328.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -528330.562500 Penalty: 4167.729004
	Iteration 52Q: 3 clusters Score -528330.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -528335.187500 Penalty: 4167.729004
	Iteration 53Q: 3 clusters Score -528335.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -528340.125000 Penalty: 4167.729004
	Iteration 54Q: 3 clusters Score -528340.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -528346.250000 Penalty: 4167.729004
	Iteration 55Q: 3 clusters Score -528346.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -528357.562500 Penalty: 4167.729004
	Iteration 56Q: 3 clusters Score -528357.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -528364.937500 Penalty: 4167.729004
	Iteration 57Q: 3 clusters Score -528364.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -528372.875000 Penalty: 4167.729004
	Iteration 58Q: 3 clusters Score -528372.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -528377.750000 Penalty: 4167.729004
	Iteration 59Q: 3 clusters Score -528377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -528383.750000 Penalty: 4167.729004
	Iteration 60F: 3 clusters Score -528383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -528386.437500 Penalty: 4167.729004
	Iteration 61Q: 3 clusters Score -528386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -528388.562500 Penalty: 4167.729004
	Iteration 62Q: 3 clusters Score -528388.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -528391.187500 Penalty: 4167.729004
	Iteration 63Q: 3 clusters Score -528391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -528395.062500 Penalty: 4167.729004
	Iteration 64Q: 3 clusters Score -528395.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -528403.312500 Penalty: 4167.729004
	Iteration 65Q: 3 clusters Score -528403.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -528415.125000 Penalty: 4167.729004
	Iteration 66Q: 3 clusters Score -528415.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -528424.687500 Penalty: 4167.729004
	Iteration 67Q: 3 clusters Score -528424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -528430.687500 Penalty: 4167.729004
	Iteration 68Q: 3 clusters Score -528430.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -528436.625000 Penalty: 4167.729004
	Iteration 69Q: 3 clusters Score -528436.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -528440.625000 Penalty: 4167.729004
	Iteration 70Q: 3 clusters Score -528440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -528441.937500 Penalty: 4167.729004
	Iteration 71Q: 3 clusters Score -528441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -528442.500000 Penalty: 4167.729004
	Iteration 72Q: 3 clusters Score -528442.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -528442.500000 Penalty: 4167.729004
	Iteration 73F: 3 clusters Score -528442.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -66737.843750 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -66737.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65147.191406 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -65147.19 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65402.578125 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -65402.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65581.367188 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -65581.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65779.554688 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -65779.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -65961.664062 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -65961.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -65997.757812 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -65997.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66015.937500 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -66015.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66030.578125 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -66030.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -66036.476562 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -66036.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -66044.429688 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -66044.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66048.398438 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -66048.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66054.250000 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -66054.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66062.257812 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -66062.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66066.703125 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -66066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -66068.234375 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -66068.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66071.375000 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -66071.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66074.703125 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -66074.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66074.703125 Penalty: 3192.330566
	Iteration 17F: 3 clusters Score -66074.7 nChanged 0
--- Evaluating fit on full set of 3796781 points ---
Entering Unmasked Estep 
Score: -477367232.000000 Penalty: 116470.617188
24->32 Clusters: Score -477367232.000000, best is -477531168.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1265593 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 52830 members 
Mstep: Class 3 contains 52469 members 
Mstep: Class 4 contains 52756 members 
Mstep: Class 5 contains 52831 members 
Mstep: Class 6 contains 53110 members 
Mstep: Class 7 contains 52844 members 
Mstep: Class 8 contains 53069 members 
Mstep: Class 9 contains 53249 members 
Mstep: Class 10 contains 52748 members 
Mstep: Class 11 contains 52159 members 
Mstep: Class 12 contains 52622 members 
Mstep: Class 13 contains 52729 members 
Mstep: Class 14 contains 52880 members 
Mstep: Class 15 contains 53048 members 
Mstep: Class 16 contains 53142 members 
Mstep: Class 17 contains 52119 members 
Mstep: Class 18 contains 52279 members 
Mstep: Class 19 contains 52513 members 
Mstep: Class 20 contains 52506 members 
Mstep: Class 21 contains 52908 members 
Mstep: Class 22 contains 52886 members 
Mstep: Class 23 contains 52484 members 
Mstep: Class 24 contains 53015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 710.081665 but Gain 3484.664062
Score: -150472016.000000 Penalty: 80147.195312
Iteration 0F: 24 clusters Score -1.50472e+08 nChanged 1206875
Entering Unmasked Mstep 
Mstep: Class 0 contains 2381 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 76838 members 
Mstep: Class 3 contains 40096 members 
Mstep: Class 5 contains 98137 members 
Mstep: Class 6 contains 44255 members 
Mstep: Class 7 contains 49720 members 
Mstep: Class 8 contains 89718 members 
Mstep: Class 9 contains 37152 members 
Mstep: Class 10 contains 68677 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 108769 members 
Mstep: Class 13 contains 27172 members 
Mstep: Class 14 contains 38299 members 
Mstep: Class 15 contains 92668 members 
Mstep: Class 16 contains 34687 members 
Mstep: Class 17 contains 59467 members 
Mstep: Class 18 contains 24806 members 
Mstep: Class 19 contains 18319 members 
Mstep: Class 20 contains 27091 members 
Mstep: Class 21 contains 129230 members 
Mstep: Class 22 contains 49638 members 
Mstep: Class 23 contains 65303 members 
Mstep: Class 24 contains 28403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154413440.000000 Penalty: 80147.195312
Iteration 1F: 24 clusters Score -1.544134e+08 nChanged 529990
Entering Unmasked Mstep 
Mstep: Class 0 contains 2132 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 62085 members 
Mstep: Class 3 contains 26405 members 
Mstep: Class 5 contains 116641 members 
Mstep: Class 6 contains 32257 members 
Mstep: Class 7 contains 35843 members 
Mstep: Class 8 contains 67697 members 
Mstep: Class 9 contains 43719 members 
Mstep: Class 10 contains 110440 members 
Mstep: Class 11 contains 21135 members 
Mstep: Class 12 contains 75009 members 
Mstep: Class 13 contains 20461 members 
Mstep: Class 14 contains 30697 members 
Mstep: Class 15 contains 74503 members 
Mstep: Class 16 contains 26572 members 
Mstep: Class 17 contains 66426 members 
Mstep: Class 18 contains 33567 members 
Mstep: Class 19 contains 16144 members 
Mstep: Class 20 contains 30762 members 
Mstep: Class 21 contains 190804 members 
Mstep: Class 22 contains 30766 members 
Mstep: Class 23 contains 94365 members 
Mstep: Class 24 contains 23853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155764832.000000 Penalty: 80147.195312
Iteration 2F: 24 clusters Score -1.557648e+08 nChanged 412878
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 38079 members 
Mstep: Class 3 contains 21388 members 
Mstep: Class 5 contains 125763 members 
Mstep: Class 6 contains 25187 members 
Mstep: Class 7 contains 29946 members 
Mstep: Class 8 contains 47902 members 
Mstep: Class 9 contains 49171 members 
Mstep: Class 10 contains 165774 members 
Mstep: Class 11 contains 22115 members 
Mstep: Class 12 contains 45473 members 
Mstep: Class 13 contains 14038 members 
Mstep: Class 14 contains 23615 members 
Mstep: Class 15 contains 64339 members 
Mstep: Class 16 contains 20477 members 
Mstep: Class 17 contains 76955 members 
Mstep: Class 18 contains 46876 members 
Mstep: Class 19 contains 16078 members 
Mstep: Class 20 contains 40686 members 
Mstep: Class 21 contains 220639 members 
Mstep: Class 22 contains 19830 members 
Mstep: Class 23 contains 101015 members 
Mstep: Class 24 contains 15397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156534240.000000 Penalty: 80147.195312
Iteration 3F: 24 clusters Score -1.565342e+08 nChanged 311918
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 21666 members 
Mstep: Class 3 contains 23183 members 
Mstep: Class 5 contains 149376 members 
Mstep: Class 6 contains 17214 members 
Mstep: Class 7 contains 26958 members 
Mstep: Class 8 contains 39142 members 
Mstep: Class 9 contains 53107 members 
Mstep: Class 10 contains 216455 members 
Mstep: Class 11 contains 21614 members 
Mstep: Class 12 contains 29189 members 
Mstep: Class 13 contains 8340 members 
Mstep: Class 14 contains 19056 members 
Mstep: Class 15 contains 58415 members 
Mstep: Class 16 contains 17150 members 
Mstep: Class 17 contains 90361 members 
Mstep: Class 18 contains 52055 members 
Mstep: Class 19 contains 15737 members 
Mstep: Class 20 contains 59436 members 
Mstep: Class 21 contains 202629 members 
Mstep: Class 22 contains 14097 members 
Mstep: Class 23 contains 89322 members 
Mstep: Class 24 contains 4622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156993696.000000 Penalty: 80147.195312
Iteration 4F: 24 clusters Score -1.569937e+08 nChanged 241753
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 24272 members 
Mstep: Class 5 contains 171417 members 
Mstep: Class 6 contains 8645 members 
Mstep: Class 7 contains 23947 members 
Mstep: Class 8 contains 31986 members 
Mstep: Class 9 contains 53224 members 
Mstep: Class 10 contains 261841 members 
Mstep: Class 11 contains 21193 members 
Mstep: Class 12 contains 20372 members 
Mstep: Class 13 contains 5263 members 
Mstep: Class 14 contains 17227 members 
Mstep: Class 15 contains 53901 members 
Mstep: Class 16 contains 15687 members 
Mstep: Class 17 contains 105855 members 
Mstep: Class 18 contains 49911 members 
Mstep: Class 19 contains 12513 members 
Mstep: Class 20 contains 77794 members 
Mstep: Class 21 contains 171141 members 
Mstep: Class 22 contains 8885 members 
Mstep: Class 23 contains 77186 members 
Mstep: Class 24 contains 3003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157264832.000000 Penalty: 80147.195312
Iteration 5F: 24 clusters Score -1.572648e+08 nChanged 173399
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 24312 members 
Mstep: Class 5 contains 187293 members 
Mstep: Class 6 contains 4559 members 
Mstep: Class 7 contains 21583 members 
Mstep: Class 8 contains 26018 members 
Mstep: Class 9 contains 47547 members 
Mstep: Class 10 contains 289929 members 
Mstep: Class 11 contains 20899 members 
Mstep: Class 12 contains 15514 members 
Mstep: Class 13 contains 3905 members 
Mstep: Class 14 contains 17663 members 
Mstep: Class 15 contains 49742 members 
Mstep: Class 16 contains 15060 members 
Mstep: Class 17 contains 118582 members 
Mstep: Class 18 contains 44726 members 
Mstep: Class 19 contains 9181 members 
Mstep: Class 20 contains 88495 members 
Mstep: Class 21 contains 153298 members 
Mstep: Class 22 contains 5657 members 
Mstep: Class 23 contains 70779 members 
Mstep: Class 24 contains 2948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2236.494385 but Gain 3484.664062
Score: -157394368.000000 Penalty: 76662.531250
Iteration 6F: 23 clusters Score -1.573944e+08 nChanged 124862
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 3 contains 23917 members 
Mstep: Class 5 contains 196524 members 
Mstep: Class 6 contains 3122 members 
Mstep: Class 7 contains 20612 members 
Mstep: Class 8 contains 20780 members 
Mstep: Class 9 contains 39945 members 
Mstep: Class 10 contains 305340 members 
Mstep: Class 11 contains 20766 members 
Mstep: Class 12 contains 12936 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 14 contains 18682 members 
Mstep: Class 15 contains 46303 members 
Mstep: Class 16 contains 14933 members 
Mstep: Class 17 contains 128397 members 
Mstep: Class 18 contains 39478 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 93857 members 
Mstep: Class 21 contains 147001 members 
Mstep: Class 22 contains 3834 members 
Mstep: Class 23 contains 69460 members 
Mstep: Class 24 contains 2956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157463728.000000 Penalty: 76662.531250
Iteration 7F: 23 clusters Score -1.574637e+08 nChanged 89713
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 3 contains 23567 members 
Mstep: Class 5 contains 201301 members 
Mstep: Class 6 contains 2554 members 
Mstep: Class 7 contains 20160 members 
Mstep: Class 8 contains 16364 members 
Mstep: Class 9 contains 32890 members 
Mstep: Class 10 contains 312143 members 
Mstep: Class 11 contains 20699 members 
Mstep: Class 12 contains 11953 members 
Mstep: Class 13 contains 3084 members 
Mstep: Class 14 contains 19350 members 
Mstep: Class 15 contains 42912 members 
Mstep: Class 16 contains 14698 members 
Mstep: Class 17 contains 133572 members 
Mstep: Class 18 contains 34930 members 
Mstep: Class 19 contains 5819 members 
Mstep: Class 20 contains 96762 members 
Mstep: Class 21 contains 147678 members 
Mstep: Class 22 contains 2953 members 
Mstep: Class 23 contains 71441 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157501776.000000 Penalty: 76662.531250
Iteration 8F: 23 clusters Score -1.575018e+08 nChanged 66223
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 3 contains 23283 members 
Mstep: Class 5 contains 201768 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 19816 members 
Mstep: Class 8 contains 12943 members 
Mstep: Class 9 contains 27639 members 
Mstep: Class 10 contains 316563 members 
Mstep: Class 11 contains 20705 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 2986 members 
Mstep: Class 14 contains 19737 members 
Mstep: Class 15 contains 39939 members 
Mstep: Class 16 contains 14489 members 
Mstep: Class 17 contains 136760 members 
Mstep: Class 18 contains 31398 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 98511 members 
Mstep: Class 21 contains 150158 members 
Mstep: Class 22 contains 2619 members 
Mstep: Class 23 contains 75115 members 
Mstep: Class 24 contains 2979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157527488.000000 Penalty: 76662.531250
Iteration 9F: 23 clusters Score -1.575275e+08 nChanged 48647
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 3 contains 23217 members 
Mstep: Class 5 contains 199963 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 19611 members 
Mstep: Class 8 contains 10501 members 
Mstep: Class 9 contains 24473 members 
Mstep: Class 10 contains 319328 members 
Mstep: Class 11 contains 20733 members 
Mstep: Class 12 contains 12271 members 
Mstep: Class 13 contains 2929 members 
Mstep: Class 14 contains 20127 members 
Mstep: Class 15 contains 37461 members 
Mstep: Class 16 contains 14201 members 
Mstep: Class 17 contains 138636 members 
Mstep: Class 18 contains 28827 members 
Mstep: Class 19 contains 4794 members 
Mstep: Class 20 contains 99597 members 
Mstep: Class 21 contains 152302 members 
Mstep: Class 22 contains 2618 members 
Mstep: Class 23 contains 79417 members 
Mstep: Class 24 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157543376.000000 Penalty: 76662.531250
Iteration 10Q: 23 clusters Score -1.575434e+08 nChanged 37019
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 3 contains 23338 members 
Mstep: Class 5 contains 197263 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 19521 members 
Mstep: Class 8 contains 8885 members 
Mstep: Class 9 contains 22596 members 
Mstep: Class 10 contains 320493 members 
Mstep: Class 11 contains 20713 members 
Mstep: Class 12 contains 12526 members 
Mstep: Class 13 contains 2874 members 
Mstep: Class 14 contains 20568 members 
Mstep: Class 15 contains 35444 members 
Mstep: Class 16 contains 13909 members 
Mstep: Class 17 contains 139765 members 
Mstep: Class 18 contains 26928 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 100358 members 
Mstep: Class 21 contains 154085 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 83880 members 
Mstep: Class 24 contains 2976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157555600.000000 Penalty: 76662.531250
Iteration 11Q: 23 clusters Score -1.575556e+08 nChanged 28496
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 3 contains 23503 members 
Mstep: Class 5 contains 194522 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 19512 members 
Mstep: Class 8 contains 7823 members 
Mstep: Class 9 contains 21435 members 
Mstep: Class 10 contains 320545 members 
Mstep: Class 11 contains 20619 members 
Mstep: Class 12 contains 12796 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 21007 members 
Mstep: Class 15 contains 33735 members 
Mstep: Class 16 contains 13637 members 
Mstep: Class 17 contains 140318 members 
Mstep: Class 18 contains 25688 members 
Mstep: Class 19 contains 4458 members 
Mstep: Class 20 contains 100853 members 
Mstep: Class 21 contains 155527 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 88195 members 
Mstep: Class 24 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157563808.000000 Penalty: 76662.531250
Iteration 12Q: 23 clusters Score -1.575638e+08 nChanged 22617
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 3 contains 23674 members 
Mstep: Class 5 contains 191908 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 19563 members 
Mstep: Class 8 contains 7169 members 
Mstep: Class 9 contains 20685 members 
Mstep: Class 10 contains 320101 members 
Mstep: Class 11 contains 20528 members 
Mstep: Class 12 contains 13000 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 21379 members 
Mstep: Class 15 contains 32295 members 
Mstep: Class 16 contains 13442 members 
Mstep: Class 17 contains 140540 members 
Mstep: Class 18 contains 24802 members 
Mstep: Class 19 contains 4462 members 
Mstep: Class 20 contains 101174 members 
Mstep: Class 21 contains 156546 members 
Mstep: Class 22 contains 3343 members 
Mstep: Class 23 contains 92241 members 
Mstep: Class 24 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157571040.000000 Penalty: 76662.531250
Iteration 13Q: 23 clusters Score -1.57571e+08 nChanged 18452
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 3 contains 23844 members 
Mstep: Class 5 contains 189561 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 19621 members 
Mstep: Class 8 contains 6801 members 
Mstep: Class 9 contains 20141 members 
Mstep: Class 10 contains 319312 members 
Mstep: Class 11 contains 20428 members 
Mstep: Class 12 contains 13255 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 21691 members 
Mstep: Class 15 contains 31082 members 
Mstep: Class 16 contains 13328 members 
Mstep: Class 17 contains 140462 members 
Mstep: Class 18 contains 24171 members 
Mstep: Class 19 contains 4483 members 
Mstep: Class 20 contains 101394 members 
Mstep: Class 21 contains 157156 members 
Mstep: Class 22 contains 3784 members 
Mstep: Class 23 contains 96076 members 
Mstep: Class 24 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157575792.000000 Penalty: 76662.531250
Iteration 14Q: 23 clusters Score -1.575758e+08 nChanged 15526
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 3 contains 23984 members 
Mstep: Class 5 contains 187560 members 
Mstep: Class 6 contains 2408 members 
Mstep: Class 7 contains 19687 members 
Mstep: Class 8 contains 6563 members 
Mstep: Class 9 contains 19667 members 
Mstep: Class 10 contains 318391 members 
Mstep: Class 11 contains 20353 members 
Mstep: Class 12 contains 13564 members 
Mstep: Class 13 contains 2582 members 
Mstep: Class 14 contains 21897 members 
Mstep: Class 15 contains 29922 members 
Mstep: Class 16 contains 13344 members 
Mstep: Class 17 contains 140267 members 
Mstep: Class 18 contains 23718 members 
Mstep: Class 19 contains 4514 members 
Mstep: Class 20 contains 101537 members 
Mstep: Class 21 contains 157457 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 99636 members 
Mstep: Class 24 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157579136.000000 Penalty: 76662.531250
Iteration 15Q: 23 clusters Score -1.575791e+08 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 3 contains 24097 members 
Mstep: Class 5 contains 185692 members 
Mstep: Class 6 contains 2427 members 
Mstep: Class 7 contains 19748 members 
Mstep: Class 8 contains 6365 members 
Mstep: Class 9 contains 19147 members 
Mstep: Class 10 contains 317545 members 
Mstep: Class 11 contains 20270 members 
Mstep: Class 12 contains 13978 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 14 contains 22008 members 
Mstep: Class 15 contains 28831 members 
Mstep: Class 16 contains 13400 members 
Mstep: Class 17 contains 140054 members 
Mstep: Class 18 contains 23474 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 101632 members 
Mstep: Class 21 contains 157509 members 
Mstep: Class 22 contains 4948 members 
Mstep: Class 23 contains 102978 members 
Mstep: Class 24 contains 2979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157583216.000000 Penalty: 76662.531250
Iteration 16Q: 23 clusters Score -1.575832e+08 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 3 contains 24206 members 
Mstep: Class 5 contains 184255 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 19793 members 
Mstep: Class 8 contains 6228 members 
Mstep: Class 9 contains 18692 members 
Mstep: Class 10 contains 316388 members 
Mstep: Class 11 contains 20211 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 2399 members 
Mstep: Class 14 contains 22093 members 
Mstep: Class 15 contains 27776 members 
Mstep: Class 16 contains 13504 members 
Mstep: Class 17 contains 139767 members 
Mstep: Class 18 contains 23320 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 101687 members 
Mstep: Class 21 contains 157494 members 
Mstep: Class 22 contains 5687 members 
Mstep: Class 23 contains 106017 members 
Mstep: Class 24 contains 2980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157586528.000000 Penalty: 76662.531250
Iteration 17Q: 23 clusters Score -1.575865e+08 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 3 contains 24294 members 
Mstep: Class 5 contains 182924 members 
Mstep: Class 6 contains 2443 members 
Mstep: Class 7 contains 19814 members 
Mstep: Class 8 contains 6147 members 
Mstep: Class 9 contains 18295 members 
Mstep: Class 10 contains 315333 members 
Mstep: Class 11 contains 20155 members 
Mstep: Class 12 contains 14790 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 22103 members 
Mstep: Class 15 contains 26816 members 
Mstep: Class 16 contains 13670 members 
Mstep: Class 17 contains 139445 members 
Mstep: Class 18 contains 23206 members 
Mstep: Class 19 contains 4658 members 
Mstep: Class 20 contains 101707 members 
Mstep: Class 21 contains 157374 members 
Mstep: Class 22 contains 6492 members 
Mstep: Class 23 contains 108805 members 
Mstep: Class 24 contains 2981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157589936.000000 Penalty: 76662.531250
Iteration 18Q: 23 clusters Score -1.575899e+08 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 3 contains 24386 members 
Mstep: Class 5 contains 181808 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 19822 members 
Mstep: Class 8 contains 6085 members 
Mstep: Class 9 contains 17870 members 
Mstep: Class 10 contains 314180 members 
Mstep: Class 11 contains 20092 members 
Mstep: Class 12 contains 15232 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 22052 members 
Mstep: Class 15 contains 25892 members 
Mstep: Class 16 contains 13840 members 
Mstep: Class 17 contains 139184 members 
Mstep: Class 18 contains 23099 members 
Mstep: Class 19 contains 4709 members 
Mstep: Class 20 contains 101731 members 
Mstep: Class 21 contains 157320 members 
Mstep: Class 22 contains 7452 members 
Mstep: Class 23 contains 111228 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157593344.000000 Penalty: 76662.531250
Iteration 19Q: 23 clusters Score -1.575933e+08 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 3 contains 24446 members 
Mstep: Class 5 contains 180939 members 
Mstep: Class 6 contains 2450 members 
Mstep: Class 7 contains 19809 members 
Mstep: Class 8 contains 6026 members 
Mstep: Class 9 contains 17494 members 
Mstep: Class 10 contains 312964 members 
Mstep: Class 11 contains 20069 members 
Mstep: Class 12 contains 15667 members 
Mstep: Class 13 contains 2178 members 
Mstep: Class 14 contains 21981 members 
Mstep: Class 15 contains 24975 members 
Mstep: Class 16 contains 13993 members 
Mstep: Class 17 contains 139088 members 
Mstep: Class 18 contains 23025 members 
Mstep: Class 19 contains 4758 members 
Mstep: Class 20 contains 101715 members 
Mstep: Class 21 contains 157180 members 
Mstep: Class 22 contains 8537 members 
Mstep: Class 23 contains 113253 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157598160.000000 Penalty: 76662.531250
Iteration 20F: 23 clusters Score -1.575982e+08 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 3 contains 24505 members 
Mstep: Class 5 contains 180165 members 
Mstep: Class 6 contains 2452 members 
Mstep: Class 7 contains 19787 members 
Mstep: Class 8 contains 6040 members 
Mstep: Class 9 contains 17218 members 
Mstep: Class 10 contains 311645 members 
Mstep: Class 11 contains 20064 members 
Mstep: Class 12 contains 16010 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 21872 members 
Mstep: Class 15 contains 23910 members 
Mstep: Class 16 contains 14072 members 
Mstep: Class 17 contains 139136 members 
Mstep: Class 18 contains 22966 members 
Mstep: Class 19 contains 4805 members 
Mstep: Class 20 contains 101698 members 
Mstep: Class 21 contains 156995 members 
Mstep: Class 22 contains 10159 members 
Mstep: Class 23 contains 114831 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157603392.000000 Penalty: 76662.531250
Iteration 21Q: 23 clusters Score -1.576034e+08 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 3 contains 24595 members 
Mstep: Class 5 contains 179241 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 19762 members 
Mstep: Class 8 contains 5961 members 
Mstep: Class 9 contains 16940 members 
Mstep: Class 10 contains 310364 members 
Mstep: Class 11 contains 20052 members 
Mstep: Class 12 contains 16491 members 
Mstep: Class 13 contains 2065 members 
Mstep: Class 14 contains 21779 members 
Mstep: Class 15 contains 22849 members 
Mstep: Class 16 contains 14253 members 
Mstep: Class 17 contains 139445 members 
Mstep: Class 18 contains 22919 members 
Mstep: Class 19 contains 4845 members 
Mstep: Class 20 contains 101689 members 
Mstep: Class 21 contains 156827 members 
Mstep: Class 22 contains 11900 members 
Mstep: Class 23 contains 115898 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157608320.000000 Penalty: 76662.531250
Iteration 22Q: 23 clusters Score -1.576083e+08 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 3 contains 24674 members 
Mstep: Class 5 contains 178373 members 
Mstep: Class 6 contains 2458 members 
Mstep: Class 7 contains 19715 members 
Mstep: Class 8 contains 5883 members 
Mstep: Class 9 contains 16665 members 
Mstep: Class 10 contains 308991 members 
Mstep: Class 11 contains 20057 members 
Mstep: Class 12 contains 17029 members 
Mstep: Class 13 contains 2013 members 
Mstep: Class 14 contains 21676 members 
Mstep: Class 15 contains 21803 members 
Mstep: Class 16 contains 14509 members 
Mstep: Class 17 contains 140112 members 
Mstep: Class 18 contains 22876 members 
Mstep: Class 19 contains 4894 members 
Mstep: Class 20 contains 101661 members 
Mstep: Class 21 contains 156610 members 
Mstep: Class 22 contains 13771 members 
Mstep: Class 23 contains 116472 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157612528.000000 Penalty: 76662.531250
Iteration 23Q: 23 clusters Score -1.576125e+08 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 3 contains 24745 members 
Mstep: Class 5 contains 177517 members 
Mstep: Class 6 contains 2456 members 
Mstep: Class 7 contains 19662 members 
Mstep: Class 8 contains 5817 members 
Mstep: Class 9 contains 16439 members 
Mstep: Class 10 contains 307560 members 
Mstep: Class 11 contains 20091 members 
Mstep: Class 12 contains 17507 members 
Mstep: Class 13 contains 1963 members 
Mstep: Class 14 contains 21555 members 
Mstep: Class 15 contains 20741 members 
Mstep: Class 16 contains 14794 members 
Mstep: Class 17 contains 140982 members 
Mstep: Class 18 contains 22827 members 
Mstep: Class 19 contains 4944 members 
Mstep: Class 20 contains 101652 members 
Mstep: Class 21 contains 156377 members 
Mstep: Class 22 contains 15762 members 
Mstep: Class 23 contains 116763 members 
Mstep: Class 24 contains 2981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157616992.000000 Penalty: 76662.531250
Iteration 24Q: 23 clusters Score -1.57617e+08 nChanged 11993
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 3 contains 24798 members 
Mstep: Class 5 contains 176720 members 
Mstep: Class 6 contains 2460 members 
Mstep: Class 7 contains 19567 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 9 contains 16196 members 
Mstep: Class 10 contains 306080 members 
Mstep: Class 11 contains 20118 members 
Mstep: Class 12 contains 17918 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 21458 members 
Mstep: Class 15 contains 19788 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 141879 members 
Mstep: Class 18 contains 22799 members 
Mstep: Class 19 contains 4993 members 
Mstep: Class 20 contains 101655 members 
Mstep: Class 21 contains 156170 members 
Mstep: Class 22 contains 17737 members 
Mstep: Class 23 contains 116994 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157621504.000000 Penalty: 76662.531250
Iteration 25Q: 23 clusters Score -1.576215e+08 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 3 contains 24836 members 
Mstep: Class 5 contains 175891 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 19458 members 
Mstep: Class 8 contains 5707 members 
Mstep: Class 9 contains 15991 members 
Mstep: Class 10 contains 304601 members 
Mstep: Class 11 contains 20128 members 
Mstep: Class 12 contains 18224 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 21393 members 
Mstep: Class 15 contains 18853 members 
Mstep: Class 16 contains 15375 members 
Mstep: Class 17 contains 142738 members 
Mstep: Class 18 contains 22787 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 101665 members 
Mstep: Class 21 contains 155954 members 
Mstep: Class 22 contains 19652 members 
Mstep: Class 23 contains 117364 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157624864.000000 Penalty: 76662.531250
Iteration 26Q: 23 clusters Score -1.576249e+08 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 5 contains 175066 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 19343 members 
Mstep: Class 8 contains 5672 members 
Mstep: Class 9 contains 15824 members 
Mstep: Class 10 contains 303271 members 
Mstep: Class 11 contains 20145 members 
Mstep: Class 12 contains 18380 members 
Mstep: Class 13 contains 1887 members 
Mstep: Class 14 contains 21295 members 
Mstep: Class 15 contains 17986 members 
Mstep: Class 16 contains 15707 members 
Mstep: Class 17 contains 143451 members 
Mstep: Class 18 contains 22772 members 
Mstep: Class 19 contains 5072 members 
Mstep: Class 20 contains 101686 members 
Mstep: Class 21 contains 155734 members 
Mstep: Class 22 contains 21479 members 
Mstep: Class 23 contains 117852 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157627232.000000 Penalty: 76662.531250
Iteration 27Q: 23 clusters Score -1.576272e+08 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 3 contains 24931 members 
Mstep: Class 5 contains 174369 members 
Mstep: Class 6 contains 2475 members 
Mstep: Class 7 contains 19216 members 
Mstep: Class 8 contains 5633 members 
Mstep: Class 9 contains 15711 members 
Mstep: Class 10 contains 301966 members 
Mstep: Class 11 contains 20173 members 
Mstep: Class 12 contains 18468 members 
Mstep: Class 13 contains 1871 members 
Mstep: Class 14 contains 21228 members 
Mstep: Class 15 contains 17211 members 
Mstep: Class 16 contains 16031 members 
Mstep: Class 17 contains 143968 members 
Mstep: Class 18 contains 22758 members 
Mstep: Class 19 contains 5114 members 
Mstep: Class 20 contains 101706 members 
Mstep: Class 21 contains 155491 members 
Mstep: Class 22 contains 23198 members 
Mstep: Class 23 contains 118429 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157629280.000000 Penalty: 76662.531250
Iteration 28Q: 23 clusters Score -1.576293e+08 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 3 contains 25014 members 
Mstep: Class 5 contains 173615 members 
Mstep: Class 6 contains 2473 members 
Mstep: Class 7 contains 19098 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 15622 members 
Mstep: Class 10 contains 300776 members 
Mstep: Class 11 contains 20219 members 
Mstep: Class 12 contains 18514 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 21180 members 
Mstep: Class 15 contains 16510 members 
Mstep: Class 16 contains 16283 members 
Mstep: Class 17 contains 144352 members 
Mstep: Class 18 contains 22758 members 
Mstep: Class 19 contains 5163 members 
Mstep: Class 20 contains 101713 members 
Mstep: Class 21 contains 155320 members 
Mstep: Class 22 contains 24752 members 
Mstep: Class 23 contains 119102 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157631616.000000 Penalty: 76662.531250
Iteration 29Q: 23 clusters Score -1.576316e+08 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 3 contains 25074 members 
Mstep: Class 5 contains 172879 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 18965 members 
Mstep: Class 8 contains 5583 members 
Mstep: Class 9 contains 15555 members 
Mstep: Class 10 contains 299847 members 
Mstep: Class 11 contains 20260 members 
Mstep: Class 12 contains 18495 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 21100 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 16486 members 
Mstep: Class 17 contains 144632 members 
Mstep: Class 18 contains 22753 members 
Mstep: Class 19 contains 5222 members 
Mstep: Class 20 contains 101703 members 
Mstep: Class 21 contains 155176 members 
Mstep: Class 22 contains 26140 members 
Mstep: Class 23 contains 119830 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157632400.000000 Penalty: 76662.531250
Iteration 30Q: 23 clusters Score -1.576324e+08 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 3 contains 25150 members 
Mstep: Class 5 contains 172140 members 
Mstep: Class 6 contains 2477 members 
Mstep: Class 7 contains 18824 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 15542 members 
Mstep: Class 10 contains 299102 members 
Mstep: Class 11 contains 20308 members 
Mstep: Class 12 contains 18458 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 21039 members 
Mstep: Class 15 contains 15292 members 
Mstep: Class 16 contains 16683 members 
Mstep: Class 17 contains 144810 members 
Mstep: Class 18 contains 22746 members 
Mstep: Class 19 contains 5290 members 
Mstep: Class 20 contains 101717 members 
Mstep: Class 21 contains 155041 members 
Mstep: Class 22 contains 27315 members 
Mstep: Class 23 contains 120554 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157633968.000000 Penalty: 76662.531250
Iteration 31Q: 23 clusters Score -1.57634e+08 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 3 contains 25220 members 
Mstep: Class 5 contains 171457 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 18690 members 
Mstep: Class 8 contains 5548 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 298480 members 
Mstep: Class 11 contains 20360 members 
Mstep: Class 12 contains 18366 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 20967 members 
Mstep: Class 15 contains 14782 members 
Mstep: Class 16 contains 16828 members 
Mstep: Class 17 contains 144929 members 
Mstep: Class 18 contains 22742 members 
Mstep: Class 19 contains 5348 members 
Mstep: Class 20 contains 101733 members 
Mstep: Class 21 contains 154908 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 121268 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157635312.000000 Penalty: 76662.531250
Iteration 32Q: 23 clusters Score -1.576353e+08 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 5 contains 170946 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 18536 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 15636 members 
Mstep: Class 10 contains 297865 members 
Mstep: Class 11 contains 20393 members 
Mstep: Class 12 contains 18221 members 
Mstep: Class 13 contains 1839 members 
Mstep: Class 14 contains 20925 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 16977 members 
Mstep: Class 17 contains 144989 members 
Mstep: Class 18 contains 22742 members 
Mstep: Class 19 contains 5393 members 
Mstep: Class 20 contains 101737 members 
Mstep: Class 21 contains 154795 members 
Mstep: Class 22 contains 29301 members 
Mstep: Class 23 contains 121912 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637152.000000 Penalty: 76662.531250
Iteration 33Q: 23 clusters Score -1.576372e+08 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 3 contains 25472 members 
Mstep: Class 5 contains 170456 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 18359 members 
Mstep: Class 8 contains 5516 members 
Mstep: Class 9 contains 15683 members 
Mstep: Class 10 contains 297370 members 
Mstep: Class 11 contains 20408 members 
Mstep: Class 12 contains 18045 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 14 contains 20855 members 
Mstep: Class 15 contains 14005 members 
Mstep: Class 16 contains 17079 members 
Mstep: Class 17 contains 144998 members 
Mstep: Class 18 contains 22742 members 
Mstep: Class 19 contains 5458 members 
Mstep: Class 20 contains 101740 members 
Mstep: Class 21 contains 154680 members 
Mstep: Class 22 contains 30210 members 
Mstep: Class 23 contains 122496 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157638144.000000 Penalty: 76662.531250
Iteration 34Q: 23 clusters Score -1.576381e+08 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 3 contains 25680 members 
Mstep: Class 5 contains 169975 members 
Mstep: Class 6 contains 2460 members 
Mstep: Class 7 contains 18139 members 
Mstep: Class 8 contains 5498 members 
Mstep: Class 9 contains 15783 members 
Mstep: Class 10 contains 297008 members 
Mstep: Class 11 contains 20446 members 
Mstep: Class 12 contains 17860 members 
Mstep: Class 13 contains 1828 members 
Mstep: Class 14 contains 20797 members 
Mstep: Class 15 contains 13654 members 
Mstep: Class 16 contains 17196 members 
Mstep: Class 17 contains 144960 members 
Mstep: Class 18 contains 22737 members 
Mstep: Class 19 contains 5525 members 
Mstep: Class 20 contains 101731 members 
Mstep: Class 21 contains 154523 members 
Mstep: Class 22 contains 31057 members 
Mstep: Class 23 contains 122998 members 
Mstep: Class 24 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157639376.000000 Penalty: 76662.531250
Iteration 35Q: 23 clusters Score -1.576394e+08 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 3 contains 25904 members 
Mstep: Class 5 contains 169651 members 
Mstep: Class 6 contains 2464 members 
Mstep: Class 7 contains 17870 members 
Mstep: Class 8 contains 5487 members 
Mstep: Class 9 contains 15905 members 
Mstep: Class 10 contains 296641 members 
Mstep: Class 11 contains 20469 members 
Mstep: Class 12 contains 17694 members 
Mstep: Class 13 contains 1817 members 
Mstep: Class 14 contains 20733 members 
Mstep: Class 15 contains 13331 members 
Mstep: Class 16 contains 17322 members 
Mstep: Class 17 contains 144880 members 
Mstep: Class 18 contains 22729 members 
Mstep: Class 19 contains 5602 members 
Mstep: Class 20 contains 101708 members 
Mstep: Class 21 contains 154383 members 
Mstep: Class 22 contains 31783 members 
Mstep: Class 23 contains 123474 members 
Mstep: Class 24 contains 2981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157640480.000000 Penalty: 76662.531250
Iteration 36Q: 23 clusters Score -1.576405e+08 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 3 contains 26134 members 
Mstep: Class 5 contains 169418 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 17625 members 
Mstep: Class 8 contains 5472 members 
Mstep: Class 9 contains 16043 members 
Mstep: Class 10 contains 296273 members 
Mstep: Class 11 contains 20497 members 
Mstep: Class 12 contains 17534 members 
Mstep: Class 13 contains 1813 members 
Mstep: Class 14 contains 20680 members 
Mstep: Class 15 contains 13006 members 
Mstep: Class 16 contains 17419 members 
Mstep: Class 17 contains 144777 members 
Mstep: Class 18 contains 22723 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 101671 members 
Mstep: Class 21 contains 154271 members 
Mstep: Class 22 contains 32430 members 
Mstep: Class 23 contains 123900 members 
Mstep: Class 24 contains 2981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157640944.000000 Penalty: 76662.531250
Iteration 37Q: 23 clusters Score -1.576409e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 3 contains 26411 members 
Mstep: Class 5 contains 169250 members 
Mstep: Class 6 contains 2463 members 
Mstep: Class 7 contains 17345 members 
Mstep: Class 8 contains 5450 members 
Mstep: Class 9 contains 16213 members 
Mstep: Class 10 contains 295937 members 
Mstep: Class 11 contains 20498 members 
Mstep: Class 12 contains 17391 members 
Mstep: Class 13 contains 1812 members 
Mstep: Class 14 contains 20636 members 
Mstep: Class 15 contains 12738 members 
Mstep: Class 16 contains 17484 members 
Mstep: Class 17 contains 144649 members 
Mstep: Class 18 contains 22720 members 
Mstep: Class 19 contains 5776 members 
Mstep: Class 20 contains 101656 members 
Mstep: Class 21 contains 154159 members 
Mstep: Class 22 contains 32969 members 
Mstep: Class 23 contains 124267 members 
Mstep: Class 24 contains 2980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157642208.000000 Penalty: 76662.531250
Iteration 38Q: 23 clusters Score -1.576422e+08 nChanged 3895
Entering ConstructFrom: 
Score: -157642208.000000 Penalty: 76662.531250
Entering ConstructFrom: 
Trying to split cluster 1 (52789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Entering Unmasked Estep 
Score: -6880010.500000 Penalty: 2696.766357
	Iteration 0F: 2 clusters Score -6880010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -6844303.500000 Penalty: 5393.532715
	Iteration 0F: 3 clusters Score -6844304 nChanged 24501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -6857831.000000 Penalty: 5393.532715
	Iteration 1F: 3 clusters Score -6857831 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -6858383.000000 Penalty: 5393.532715
	Iteration 2Q: 3 clusters Score -6858383 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -6859090.500000 Penalty: 5393.532715
	Iteration 3Q: 3 clusters Score -6859090 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -6859956.000000 Penalty: 5393.532715
	Iteration 4Q: 3 clusters Score -6859956 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -6861252.000000 Penalty: 5393.532715
	Iteration 5F: 3 clusters Score -6861252 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -6863109.000000 Penalty: 5393.532715
	Iteration 6F: 3 clusters Score -6863109 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -6865805.500000 Penalty: 5393.532715
	Iteration 7F: 3 clusters Score -6865806 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -6868927.000000 Penalty: 5393.532715
	Iteration 8F: 3 clusters Score -6868927 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -6871839.000000 Penalty: 5393.532715
	Iteration 9F: 3 clusters Score -6871839 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -6874049.500000 Penalty: 5393.532715
	Iteration 10F: 3 clusters Score -6874050 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -6875476.000000 Penalty: 5393.532715
	Iteration 11Q: 3 clusters Score -6875476 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -6876385.500000 Penalty: 5393.532715
	Iteration 12Q: 3 clusters Score -6876386 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -6876885.500000 Penalty: 5393.532715
	Iteration 13Q: 3 clusters Score -6876886 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -6877175.000000 Penalty: 5393.532715
	Iteration 14Q: 3 clusters Score -6877175 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -6877341.000000 Penalty: 5393.532715
	Iteration 15Q: 3 clusters Score -6877341 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -6877480.000000 Penalty: 5393.532715
	Iteration 16Q: 3 clusters Score -6877480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -6877526.500000 Penalty: 5393.532715
	Iteration 17Q: 3 clusters Score -6877526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -6877570.000000 Penalty: 5393.532715
	Iteration 18Q: 3 clusters Score -6877570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -6877594.000000 Penalty: 5393.532715
	Iteration 19Q: 3 clusters Score -6877594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -6877604.500000 Penalty: 5393.532715
	Iteration 20F: 3 clusters Score -6877604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -6877621.500000 Penalty: 5393.532715
	Iteration 21Q: 3 clusters Score -6877622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -6877624.000000 Penalty: 5393.532715
	Iteration 22Q: 3 clusters Score -6877624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -6877644.500000 Penalty: 5393.532715
	Iteration 23Q: 3 clusters Score -6877644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -6877650.000000 Penalty: 5393.532715
	Iteration 24Q: 3 clusters Score -6877650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -6877663.500000 Penalty: 5393.532715
	Iteration 25Q: 3 clusters Score -6877664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -6877665.500000 Penalty: 5393.532715
	Iteration 26Q: 3 clusters Score -6877666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -6877673.000000 Penalty: 5393.532715
	Iteration 27Q: 3 clusters Score -6877673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -6877670.000000 Penalty: 5393.532715
	Iteration 28Q: 3 clusters Score -6877670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -6877670.000000 Penalty: 5393.532715
	Iteration 29F: 3 clusters Score -6877670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Entering Unmasked Estep 
Score: -3390464.250000 Penalty: 2527.868408
	Iteration 0F: 2 clusters Score -3390464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3372060.250000 Penalty: 5055.736816
	Iteration 0F: 3 clusters Score -3372060 nChanged 12047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3379131.750000 Penalty: 5055.736816
	Iteration 1F: 3 clusters Score -3379132 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -3380699.750000 Penalty: 5055.736816
	Iteration 2F: 3 clusters Score -3380700 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3382679.750000 Penalty: 5055.736816
	Iteration 3F: 3 clusters Score -3382680 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3384735.000000 Penalty: 5055.736816
	Iteration 4F: 3 clusters Score -3384735 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3386405.500000 Penalty: 5055.736816
	Iteration 5F: 3 clusters Score -3386406 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3387493.000000 Penalty: 5055.736816
	Iteration 6F: 3 clusters Score -3387493 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3388204.250000 Penalty: 5055.736816
	Iteration 7Q: 3 clusters Score -3388204 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3388696.000000 Penalty: 5055.736816
	Iteration 8Q: 3 clusters Score -3388696 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3389062.000000 Penalty: 5055.736816
	Iteration 9Q: 3 clusters Score -3389062 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3389475.250000 Penalty: 5055.736816
	Iteration 10Q: 3 clusters Score -3389475 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3389763.750000 Penalty: 5055.736816
	Iteration 11Q: 3 clusters Score -3389764 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3389863.250000 Penalty: 5055.736816
	Iteration 12Q: 3 clusters Score -3389863 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3389921.500000 Penalty: 5055.736816
	Iteration 13Q: 3 clusters Score -3389922 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3389963.000000 Penalty: 5055.736816
	Iteration 14Q: 3 clusters Score -3389963 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3389998.500000 Penalty: 5055.736816
	Iteration 15Q: 3 clusters Score -3389998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3390023.000000 Penalty: 5055.736816
	Iteration 16Q: 3 clusters Score -3390023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3390022.250000 Penalty: 5055.736816
	Iteration 17Q: 3 clusters Score -3390022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3390030.500000 Penalty: 5055.736816
	Iteration 18Q: 3 clusters Score -3390030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3390035.750000 Penalty: 5055.736816
	Iteration 19Q: 3 clusters Score -3390036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3390040.750000 Penalty: 5055.736816
	Iteration 20F: 3 clusters Score -3390041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3390035.500000 Penalty: 5055.736816
	Iteration 21Q: 3 clusters Score -3390036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3390041.750000 Penalty: 5055.736816
	Iteration 22Q: 3 clusters Score -3390042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3390041.500000 Penalty: 5055.736816
	Iteration 23Q: 3 clusters Score -3390042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3390041.500000 Penalty: 5055.736816
	Iteration 24F: 3 clusters Score -3390042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (169116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169116 members 
Entering Unmasked Estep 
Score: -21831022.000000 Penalty: 2985.508545
	Iteration 0F: 2 clusters Score -2.183102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84589 members 
Mstep: Class 2 contains 84527 members 
Entering Unmasked Estep 
Score: -21724242.000000 Penalty: 5971.017090
	Iteration 0F: 3 clusters Score -2.172424e+07 nChanged 81213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -21772610.000000 Penalty: 5971.017090
	Iteration 1F: 3 clusters Score -2.177261e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -21774306.000000 Penalty: 5971.017090
	Iteration 2Q: 3 clusters Score -2.177431e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88013 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -21776544.000000 Penalty: 5971.017090
	Iteration 3Q: 3 clusters Score -2.177654e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -21780286.000000 Penalty: 5971.017090
	Iteration 4Q: 3 clusters Score -2.178029e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -21785736.000000 Penalty: 5971.017090
	Iteration 5F: 3 clusters Score -2.178574e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -21793016.000000 Penalty: 5971.017090
	Iteration 6F: 3 clusters Score -2.179302e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -21801320.000000 Penalty: 5971.017090
	Iteration 7F: 3 clusters Score -2.180132e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107660 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -21809256.000000 Penalty: 5971.017090
	Iteration 8F: 3 clusters Score -2.180926e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111839 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -21815924.000000 Penalty: 5971.017090
	Iteration 9F: 3 clusters Score -2.181592e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115132 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -21820394.000000 Penalty: 5971.017090
	Iteration 10Q: 3 clusters Score -2.182039e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117969 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -21822752.000000 Penalty: 5971.017090
	Iteration 11Q: 3 clusters Score -2.182275e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120505 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -21823968.000000 Penalty: 5971.017090
	Iteration 12Q: 3 clusters Score -2.182397e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122983 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -21824838.000000 Penalty: 5971.017090
	Iteration 13Q: 3 clusters Score -2.182484e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125397 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -21825806.000000 Penalty: 5971.017090
	Iteration 14Q: 3 clusters Score -2.182581e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127791 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -21826762.000000 Penalty: 5971.017090
	Iteration 15Q: 3 clusters Score -2.182676e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130075 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -21827802.000000 Penalty: 5971.017090
	Iteration 16Q: 3 clusters Score -2.18278e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -21828746.000000 Penalty: 5971.017090
	Iteration 17Q: 3 clusters Score -2.182875e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134353 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -21829646.000000 Penalty: 5971.017090
	Iteration 18Q: 3 clusters Score -2.182965e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136221 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -21830310.000000 Penalty: 5971.017090
	Iteration 19Q: 3 clusters Score -2.183031e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137938 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -21830892.000000 Penalty: 5971.017090
	Iteration 20F: 3 clusters Score -2.183089e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139511 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -21831244.000000 Penalty: 5971.017090
	Iteration 21Q: 3 clusters Score -2.183124e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140878 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -21831460.000000 Penalty: 5971.017090
	Iteration 22Q: 3 clusters Score -2.183146e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142117 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -21831706.000000 Penalty: 5971.017090
	Iteration 23Q: 3 clusters Score -2.183171e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143291 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -21832002.000000 Penalty: 5971.017090
	Iteration 24Q: 3 clusters Score -2.1832e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144352 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -21832080.000000 Penalty: 5971.017090
	Iteration 25Q: 3 clusters Score -2.183208e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145318 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -21832096.000000 Penalty: 5971.017090
	Iteration 26Q: 3 clusters Score -2.18321e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146145 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -21832174.000000 Penalty: 5971.017090
	Iteration 27Q: 3 clusters Score -2.183217e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146872 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -21832258.000000 Penalty: 5971.017090
	Iteration 28Q: 3 clusters Score -2.183226e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -21832358.000000 Penalty: 5971.017090
	Iteration 29Q: 3 clusters Score -2.183236e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148133 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -21832380.000000 Penalty: 5971.017090
	Iteration 30Q: 3 clusters Score -2.183238e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148677 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -21832326.000000 Penalty: 5971.017090
	Iteration 31Q: 3 clusters Score -2.183233e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149232 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -21832318.000000 Penalty: 5971.017090
	Iteration 32Q: 3 clusters Score -2.183232e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -21832348.000000 Penalty: 5971.017090
	Iteration 33Q: 3 clusters Score -2.183235e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150113 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -21832312.000000 Penalty: 5971.017090
	Iteration 34Q: 3 clusters Score -2.183231e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150483 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -21832276.000000 Penalty: 5971.017090
	Iteration 35Q: 3 clusters Score -2.183228e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150811 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -21832258.000000 Penalty: 5971.017090
	Iteration 36Q: 3 clusters Score -2.183226e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151147 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -21832266.000000 Penalty: 5971.017090
	Iteration 37Q: 3 clusters Score -2.183227e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151460 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -21832196.000000 Penalty: 5971.017090
	Iteration 38Q: 3 clusters Score -2.18322e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151781 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -21832256.000000 Penalty: 5971.017090
	Iteration 39Q: 3 clusters Score -2.183226e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152106 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -21832234.000000 Penalty: 5971.017090
	Iteration 40F: 3 clusters Score -2.183223e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152426 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -21832288.000000 Penalty: 5971.017090
	Iteration 41Q: 3 clusters Score -2.183229e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152759 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -21832232.000000 Penalty: 5971.017090
	Iteration 42Q: 3 clusters Score -2.183223e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153074 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -21832230.000000 Penalty: 5971.017090
	Iteration 43Q: 3 clusters Score -2.183223e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153359 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -21832190.000000 Penalty: 5971.017090
	Iteration 44Q: 3 clusters Score -2.183219e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153597 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -21832202.000000 Penalty: 5971.017090
	Iteration 45Q: 3 clusters Score -2.18322e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153815 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -21832218.000000 Penalty: 5971.017090
	Iteration 46Q: 3 clusters Score -2.183222e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154034 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -21832182.000000 Penalty: 5971.017090
	Iteration 47Q: 3 clusters Score -2.183218e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154237 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -21832152.000000 Penalty: 5971.017090
	Iteration 48Q: 3 clusters Score -2.183215e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154435 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -21832138.000000 Penalty: 5971.017090
	Iteration 49Q: 3 clusters Score -2.183214e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154617 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -21832112.000000 Penalty: 5971.017090
	Iteration 50Q: 3 clusters Score -2.183211e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154797 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -21832068.000000 Penalty: 5971.017090
	Iteration 51Q: 3 clusters Score -2.183207e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154956 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -21832032.000000 Penalty: 5971.017090
	Iteration 52Q: 3 clusters Score -2.183203e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155103 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -21832040.000000 Penalty: 5971.017090
	Iteration 53Q: 3 clusters Score -2.183204e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155238 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -21832020.000000 Penalty: 5971.017090
	Iteration 54Q: 3 clusters Score -2.183202e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155364 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -21831996.000000 Penalty: 5971.017090
	Iteration 55Q: 3 clusters Score -2.1832e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155502 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -21832022.000000 Penalty: 5971.017090
	Iteration 56Q: 3 clusters Score -2.183202e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155635 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -21831984.000000 Penalty: 5971.017090
	Iteration 57Q: 3 clusters Score -2.183198e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155762 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -21831970.000000 Penalty: 5971.017090
	Iteration 58Q: 3 clusters Score -2.183197e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155890 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -21832002.000000 Penalty: 5971.017090
	Iteration 59Q: 3 clusters Score -2.1832e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156013 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -21831978.000000 Penalty: 5971.017090
	Iteration 60F: 3 clusters Score -2.183198e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156138 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -21831986.000000 Penalty: 5971.017090
	Iteration 61Q: 3 clusters Score -2.183199e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156264 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -21831960.000000 Penalty: 5971.017090
	Iteration 62Q: 3 clusters Score -2.183196e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156388 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -21831956.000000 Penalty: 5971.017090
	Iteration 63Q: 3 clusters Score -2.183196e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156515 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -21831974.000000 Penalty: 5971.017090
	Iteration 64Q: 3 clusters Score -2.183197e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156635 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -21831954.000000 Penalty: 5971.017090
	Iteration 65Q: 3 clusters Score -2.183195e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156747 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -21831954.000000 Penalty: 5971.017090
	Iteration 66Q: 3 clusters Score -2.183195e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156844 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -21832010.000000 Penalty: 5971.017090
	Iteration 67Q: 3 clusters Score -2.183201e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -21831972.000000 Penalty: 5971.017090
	Iteration 68Q: 3 clusters Score -2.183197e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157047 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -21831976.000000 Penalty: 5971.017090
	Iteration 69Q: 3 clusters Score -2.183198e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157138 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -21832008.000000 Penalty: 5971.017090
	Iteration 70Q: 3 clusters Score -2.183201e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157228 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -21832030.000000 Penalty: 5971.017090
	Iteration 71Q: 3 clusters Score -2.183203e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -21832024.000000 Penalty: 5971.017090
	Iteration 72Q: 3 clusters Score -2.183202e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157366 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -21832030.000000 Penalty: 5971.017090
	Iteration 73Q: 3 clusters Score -2.183203e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157430 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -21832030.000000 Penalty: 5971.017090
	Iteration 74Q: 3 clusters Score -2.183203e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157490 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -21832004.000000 Penalty: 5971.017090
	Iteration 75Q: 3 clusters Score -2.1832e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157563 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -21832004.000000 Penalty: 5971.017090
	Iteration 76Q: 3 clusters Score -2.1832e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157652 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -21832006.000000 Penalty: 5971.017090
	Iteration 77Q: 3 clusters Score -2.183201e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157743 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -21831992.000000 Penalty: 5971.017090
	Iteration 78Q: 3 clusters Score -2.183199e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157827 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -21831972.000000 Penalty: 5971.017090
	Iteration 79Q: 3 clusters Score -2.183197e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157898 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -21832000.000000 Penalty: 5971.017090
	Iteration 80F: 3 clusters Score -2.1832e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157961 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -21832000.000000 Penalty: 5971.017090
	Iteration 81Q: 3 clusters Score -2.1832e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158027 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -21832044.000000 Penalty: 5971.017090
	Iteration 82Q: 3 clusters Score -2.183204e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158088 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -21832012.000000 Penalty: 5971.017090
	Iteration 83Q: 3 clusters Score -2.183201e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158151 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -21832018.000000 Penalty: 5971.017090
	Iteration 84Q: 3 clusters Score -2.183202e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158216 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -21832020.000000 Penalty: 5971.017090
	Iteration 85Q: 3 clusters Score -2.183202e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158281 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -21832038.000000 Penalty: 5971.017090
	Iteration 86Q: 3 clusters Score -2.183204e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158340 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -21832048.000000 Penalty: 5971.017090
	Iteration 87Q: 3 clusters Score -2.183205e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158394 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -21832018.000000 Penalty: 5971.017090
	Iteration 88Q: 3 clusters Score -2.183202e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158445 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -21832020.000000 Penalty: 5971.017090
	Iteration 89Q: 3 clusters Score -2.183202e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158496 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -21831998.000000 Penalty: 5971.017090
	Iteration 90Q: 3 clusters Score -2.1832e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158546 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -21832000.000000 Penalty: 5971.017090
	Iteration 91Q: 3 clusters Score -2.1832e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158596 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -21832020.000000 Penalty: 5971.017090
	Iteration 92Q: 3 clusters Score -2.183202e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158650 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -21832030.000000 Penalty: 5971.017090
	Iteration 93Q: 3 clusters Score -2.183203e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158701 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -21831990.000000 Penalty: 5971.017090
	Iteration 94Q: 3 clusters Score -2.183199e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158770 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -21831978.000000 Penalty: 5971.017090
	Iteration 95Q: 3 clusters Score -2.183198e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158821 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -21831960.000000 Penalty: 5971.017090
	Iteration 96Q: 3 clusters Score -2.183196e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158867 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -21831974.000000 Penalty: 5971.017090
	Iteration 97Q: 3 clusters Score -2.183197e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158911 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -21831950.000000 Penalty: 5971.017090
	Iteration 98Q: 3 clusters Score -2.183195e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158946 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -21831928.000000 Penalty: 5971.017090
	Iteration 99Q: 3 clusters Score -2.183193e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158985 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -21831940.000000 Penalty: 5971.017090
	Iteration 100F: 3 clusters Score -2.183194e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159030 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -21831922.000000 Penalty: 5971.017090
	Iteration 101Q: 3 clusters Score -2.183192e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159071 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -21831926.000000 Penalty: 5971.017090
	Iteration 102Q: 3 clusters Score -2.183193e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159110 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -21831936.000000 Penalty: 5971.017090
	Iteration 103Q: 3 clusters Score -2.183194e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -21831940.000000 Penalty: 5971.017090
	Iteration 104Q: 3 clusters Score -2.183194e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159200 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -21831930.000000 Penalty: 5971.017090
	Iteration 105Q: 3 clusters Score -2.183193e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159237 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -21831914.000000 Penalty: 5971.017090
	Iteration 106Q: 3 clusters Score -2.183191e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159271 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -21831916.000000 Penalty: 5971.017090
	Iteration 107Q: 3 clusters Score -2.183192e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159301 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -21831916.000000 Penalty: 5971.017090
	Iteration 108Q: 3 clusters Score -2.183192e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159327 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -21831900.000000 Penalty: 5971.017090
	Iteration 109Q: 3 clusters Score -2.18319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159346 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -21831884.000000 Penalty: 5971.017090
	Iteration 110Q: 3 clusters Score -2.183188e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -21831874.000000 Penalty: 5971.017090
	Iteration 111Q: 3 clusters Score -2.183187e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159392 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -21831892.000000 Penalty: 5971.017090
	Iteration 112Q: 3 clusters Score -2.183189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159409 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -21831876.000000 Penalty: 5971.017090
	Iteration 113Q: 3 clusters Score -2.183188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159428 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -21831858.000000 Penalty: 5971.017090
	Iteration 114Q: 3 clusters Score -2.183186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159444 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -21831856.000000 Penalty: 5971.017090
	Iteration 115Q: 3 clusters Score -2.183186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159462 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -21831884.000000 Penalty: 5971.017090
	Iteration 116Q: 3 clusters Score -2.183188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159477 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -21831884.000000 Penalty: 5971.017090
	Iteration 117Q: 3 clusters Score -2.183188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159492 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -21831904.000000 Penalty: 5971.017090
	Iteration 118Q: 3 clusters Score -2.18319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159506 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -21831890.000000 Penalty: 5971.017090
	Iteration 119Q: 3 clusters Score -2.183189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159530 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -21831878.000000 Penalty: 5971.017090
	Iteration 120F: 3 clusters Score -2.183188e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159554 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -21831874.000000 Penalty: 5971.017090
	Iteration 121Q: 3 clusters Score -2.183187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159574 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -21831884.000000 Penalty: 5971.017090
	Iteration 122Q: 3 clusters Score -2.183188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159589 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -21831876.000000 Penalty: 5971.017090
	Iteration 123Q: 3 clusters Score -2.183188e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159606 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -21831920.000000 Penalty: 5971.017090
	Iteration 124Q: 3 clusters Score -2.183192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159638 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -21831904.000000 Penalty: 5971.017090
	Iteration 125Q: 3 clusters Score -2.18319e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159675 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -21831900.000000 Penalty: 5971.017090
	Iteration 126Q: 3 clusters Score -2.18319e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159700 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -21831890.000000 Penalty: 5971.017090
	Iteration 127Q: 3 clusters Score -2.183189e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159723 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -21831870.000000 Penalty: 5971.017090
	Iteration 128Q: 3 clusters Score -2.183187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159739 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -21831866.000000 Penalty: 5971.017090
	Iteration 129Q: 3 clusters Score -2.183187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159755 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -21831856.000000 Penalty: 5971.017090
	Iteration 130Q: 3 clusters Score -2.183186e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159778 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -21831828.000000 Penalty: 5971.017090
	Iteration 131Q: 3 clusters Score -2.183183e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159798 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -21831840.000000 Penalty: 5971.017090
	Iteration 132Q: 3 clusters Score -2.183184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -21831814.000000 Penalty: 5971.017090
	Iteration 133Q: 3 clusters Score -2.183181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159820 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -21831824.000000 Penalty: 5971.017090
	Iteration 134Q: 3 clusters Score -2.183182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159828 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -21831848.000000 Penalty: 5971.017090
	Iteration 135Q: 3 clusters Score -2.183185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159834 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -21831854.000000 Penalty: 5971.017090
	Iteration 136Q: 3 clusters Score -2.183185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159838 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -21831848.000000 Penalty: 5971.017090
	Iteration 137Q: 3 clusters Score -2.183185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159843 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -21831848.000000 Penalty: 5971.017090
	Iteration 138Q: 3 clusters Score -2.183185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159846 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -21831844.000000 Penalty: 5971.017090
	Iteration 139Q: 3 clusters Score -2.183184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159852 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -21831840.000000 Penalty: 5971.017090
	Iteration 140F: 3 clusters Score -2.183184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159857 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -21831834.000000 Penalty: 5971.017090
	Iteration 141Q: 3 clusters Score -2.183183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159863 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -21831850.000000 Penalty: 5971.017090
	Iteration 142Q: 3 clusters Score -2.183185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159866 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -21831858.000000 Penalty: 5971.017090
	Iteration 143Q: 3 clusters Score -2.183186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159869 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -21831852.000000 Penalty: 5971.017090
	Iteration 144Q: 3 clusters Score -2.183185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159870 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -21831858.000000 Penalty: 5971.017090
	Iteration 145Q: 3 clusters Score -2.183186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159872 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -21831852.000000 Penalty: 5971.017090
	Iteration 146Q: 3 clusters Score -2.183185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159873 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -21831844.000000 Penalty: 5971.017090
	Iteration 147Q: 3 clusters Score -2.183184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159873 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -21831844.000000 Penalty: 5971.017090
	Iteration 148F: 3 clusters Score -2.183184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 9243 members 
Mstep: Class 3 contains 26716 members 
Mstep: Class 5 contains 159873 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 17035 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 16435 members 
Mstep: Class 10 contains 295627 members 
Mstep: Class 11 contains 20519 members 
Mstep: Class 12 contains 17235 members 
Mstep: Class 13 contains 1805 members 
Mstep: Class 14 contains 20601 members 
Mstep: Class 15 contains 12519 members 
Mstep: Class 16 contains 17551 members 
Mstep: Class 17 contains 144457 members 
Mstep: Class 18 contains 22718 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 101644 members 
Mstep: Class 21 contains 154056 members 
Mstep: Class 22 contains 33437 members 
Mstep: Class 23 contains 124591 members 
Mstep: Class 24 contains 2980 members 
Entering Unmasked Estep 
Score: -157643648.000000 Penalty: 80147.195312
Splitting cluster 5 changes total score from -157642208.000000 to -157643648.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -295255.750000 Penalty: 1937.268921
	Iteration 0F: 2 clusters Score -295255.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -292400.531250 Penalty: 3874.537842
	Iteration 0F: 3 clusters Score -292400.5 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -292921.812500 Penalty: 3874.537842
	Iteration 1F: 3 clusters Score -292921.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -293041.968750 Penalty: 3874.537842
	Iteration 2F: 3 clusters Score -293042 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -293114.000000 Penalty: 3874.537842
	Iteration 3Q: 3 clusters Score -293114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -293155.156250 Penalty: 3874.537842
	Iteration 4Q: 3 clusters Score -293155.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -293189.750000 Penalty: 3874.537842
	Iteration 5Q: 3 clusters Score -293189.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -293217.500000 Penalty: 3874.537842
	Iteration 6Q: 3 clusters Score -293217.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -293242.281250 Penalty: 3874.537842
	Iteration 7Q: 3 clusters Score -293242.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -293258.031250 Penalty: 3874.537842
	Iteration 8Q: 3 clusters Score -293258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -293271.718750 Penalty: 3874.537842
	Iteration 9Q: 3 clusters Score -293271.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -293279.312500 Penalty: 3874.537842
	Iteration 10Q: 3 clusters Score -293279.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -293286.812500 Penalty: 3874.537842
	Iteration 11Q: 3 clusters Score -293286.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -293303.218750 Penalty: 3874.537842
	Iteration 12Q: 3 clusters Score -293303.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -293314.843750 Penalty: 3874.537842
	Iteration 13Q: 3 clusters Score -293314.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -293325.375000 Penalty: 3874.537842
	Iteration 14Q: 3 clusters Score -293325.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -293340.531250 Penalty: 3874.537842
	Iteration 15Q: 3 clusters Score -293340.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -293358.062500 Penalty: 3874.537842
	Iteration 16Q: 3 clusters Score -293358.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -293372.250000 Penalty: 3874.537842
	Iteration 17Q: 3 clusters Score -293372.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -293383.781250 Penalty: 3874.537842
	Iteration 18Q: 3 clusters Score -293383.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -293395.156250 Penalty: 3874.537842
	Iteration 19Q: 3 clusters Score -293395.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -293406.375000 Penalty: 3874.537842
	Iteration 20F: 3 clusters Score -293406.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -293419.843750 Penalty: 3874.537842
	Iteration 21Q: 3 clusters Score -293419.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -293434.562500 Penalty: 3874.537842
	Iteration 22Q: 3 clusters Score -293434.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -293448.781250 Penalty: 3874.537842
	Iteration 23Q: 3 clusters Score -293448.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -293467.281250 Penalty: 3874.537842
	Iteration 24Q: 3 clusters Score -293467.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -293481.937500 Penalty: 3874.537842
	Iteration 25Q: 3 clusters Score -293481.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -293494.562500 Penalty: 3874.537842
	Iteration 26Q: 3 clusters Score -293494.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -293512.093750 Penalty: 3874.537842
	Iteration 27Q: 3 clusters Score -293512.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -293524.406250 Penalty: 3874.537842
	Iteration 28Q: 3 clusters Score -293524.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -293534.093750 Penalty: 3874.537842
	Iteration 29Q: 3 clusters Score -293534.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -293544.687500 Penalty: 3874.537842
	Iteration 30Q: 3 clusters Score -293544.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -293555.218750 Penalty: 3874.537842
	Iteration 31Q: 3 clusters Score -293555.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -293566.062500 Penalty: 3874.537842
	Iteration 32Q: 3 clusters Score -293566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -293572.656250 Penalty: 3874.537842
	Iteration 33Q: 3 clusters Score -293572.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -293577.250000 Penalty: 3874.537842
	Iteration 34Q: 3 clusters Score -293577.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -293580.562500 Penalty: 3874.537842
	Iteration 35Q: 3 clusters Score -293580.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -293584.000000 Penalty: 3874.537842
	Iteration 36Q: 3 clusters Score -293584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -293585.125000 Penalty: 3874.537842
	Iteration 37Q: 3 clusters Score -293585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -293588.125000 Penalty: 3874.537842
	Iteration 38Q: 3 clusters Score -293588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -293590.781250 Penalty: 3874.537842
	Iteration 39Q: 3 clusters Score -293590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -293592.250000 Penalty: 3874.537842
	Iteration 40F: 3 clusters Score -293592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -293594.250000 Penalty: 3874.537842
	Iteration 41Q: 3 clusters Score -293594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -293594.062500 Penalty: 3874.537842
	Iteration 42Q: 3 clusters Score -293594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -293594.875000 Penalty: 3874.537842
	Iteration 43Q: 3 clusters Score -293594.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -293595.156250 Penalty: 3874.537842
	Iteration 44Q: 3 clusters Score -293595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -293595.656250 Penalty: 3874.537842
	Iteration 45Q: 3 clusters Score -293595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -293596.718750 Penalty: 3874.537842
	Iteration 46Q: 3 clusters Score -293596.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -293596.718750 Penalty: 3874.537842
	Iteration 47F: 3 clusters Score -293596.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Entering Unmasked Estep 
Score: -2141039.500000 Penalty: 2416.270508
	Iteration 0F: 2 clusters Score -2141040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2128923.000000 Penalty: 4832.541016
	Iteration 0F: 3 clusters Score -2128923 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2133054.750000 Penalty: 4832.541016
	Iteration 1F: 3 clusters Score -2133055 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2133960.750000 Penalty: 4832.541016
	Iteration 2F: 3 clusters Score -2133961 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2135077.000000 Penalty: 4832.541016
	Iteration 3F: 3 clusters Score -2135077 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2136595.500000 Penalty: 4832.541016
	Iteration 4F: 3 clusters Score -2136596 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2138441.250000 Penalty: 4832.541016
	Iteration 5F: 3 clusters Score -2138441 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2140131.750000 Penalty: 4832.541016
	Iteration 6F: 3 clusters Score -2140132 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2141213.750000 Penalty: 4832.541016
	Iteration 7F: 3 clusters Score -2141214 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2141739.250000 Penalty: 4832.541016
	Iteration 8Q: 3 clusters Score -2141739 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2141968.750000 Penalty: 4832.541016
	Iteration 9Q: 3 clusters Score -2141969 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2142060.250000 Penalty: 4832.541016
	Iteration 10Q: 3 clusters Score -2142060 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2142107.000000 Penalty: 4832.541016
	Iteration 11Q: 3 clusters Score -2142107 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2142136.750000 Penalty: 4832.541016
	Iteration 12Q: 3 clusters Score -2142137 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2142160.250000 Penalty: 4832.541016
	Iteration 13Q: 3 clusters Score -2142160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2142175.250000 Penalty: 4832.541016
	Iteration 14Q: 3 clusters Score -2142175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2142184.500000 Penalty: 4832.541016
	Iteration 15Q: 3 clusters Score -2142184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2142194.000000 Penalty: 4832.541016
	Iteration 16Q: 3 clusters Score -2142194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2142196.250000 Penalty: 4832.541016
	Iteration 17Q: 3 clusters Score -2142196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2142197.500000 Penalty: 4832.541016
	Iteration 18Q: 3 clusters Score -2142198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2142201.000000 Penalty: 4832.541016
	Iteration 19Q: 3 clusters Score -2142201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2142198.250000 Penalty: 4832.541016
	Iteration 20F: 3 clusters Score -2142198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2142199.000000 Penalty: 4832.541016
	Iteration 21Q: 3 clusters Score -2142199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2142201.500000 Penalty: 4832.541016
	Iteration 22Q: 3 clusters Score -2142202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2142202.750000 Penalty: 4832.541016
	Iteration 23Q: 3 clusters Score -2142203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2142202.750000 Penalty: 4832.541016
	Iteration 24F: 3 clusters Score -2142203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 9243 members 
Mstep: Class 3 contains 26716 members 
Mstep: Class 4 contains 13880 members 
Mstep: Class 5 contains 159873 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 16435 members 
Mstep: Class 10 contains 295627 members 
Mstep: Class 11 contains 20519 members 
Mstep: Class 12 contains 17235 members 
Mstep: Class 13 contains 1805 members 
Mstep: Class 14 contains 20601 members 
Mstep: Class 15 contains 12519 members 
Mstep: Class 16 contains 17551 members 
Mstep: Class 17 contains 144457 members 
Mstep: Class 18 contains 22718 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 101644 members 
Mstep: Class 21 contains 154056 members 
Mstep: Class 22 contains 33437 members 
Mstep: Class 23 contains 124591 members 
Mstep: Class 24 contains 2980 members 
Entering Unmasked Estep 
Score: -157642864.000000 Penalty: 83631.859375
Splitting cluster 7 changes total score from -157642208.000000 to -157642864.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (5436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Entering Unmasked Estep 
Score: -667720.125000 Penalty: 2132.998047
	Iteration 0F: 2 clusters Score -667720.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -662938.312500 Penalty: 4265.996094
	Iteration 0F: 3 clusters Score -662938.3 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -664088.437500 Penalty: 4265.996094
	Iteration 1F: 3 clusters Score -664088.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -664316.750000 Penalty: 4265.996094
	Iteration 2F: 3 clusters Score -664316.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -664452.187500 Penalty: 4265.996094
	Iteration 3F: 3 clusters Score -664452.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -664546.062500 Penalty: 4265.996094
	Iteration 4Q: 3 clusters Score -664546.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -664618.312500 Penalty: 4265.996094
	Iteration 5Q: 3 clusters Score -664618.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -664673.375000 Penalty: 4265.996094
	Iteration 6Q: 3 clusters Score -664673.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -664712.875000 Penalty: 4265.996094
	Iteration 7Q: 3 clusters Score -664712.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -664740.062500 Penalty: 4265.996094
	Iteration 8Q: 3 clusters Score -664740.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -664767.625000 Penalty: 4265.996094
	Iteration 9Q: 3 clusters Score -664767.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -664795.375000 Penalty: 4265.996094
	Iteration 10Q: 3 clusters Score -664795.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -664814.937500 Penalty: 4265.996094
	Iteration 11Q: 3 clusters Score -664814.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -664832.500000 Penalty: 4265.996094
	Iteration 12Q: 3 clusters Score -664832.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -664848.125000 Penalty: 4265.996094
	Iteration 13Q: 3 clusters Score -664848.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -664859.375000 Penalty: 4265.996094
	Iteration 14Q: 3 clusters Score -664859.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -664877.312500 Penalty: 4265.996094
	Iteration 15Q: 3 clusters Score -664877.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -664894.625000 Penalty: 4265.996094
	Iteration 16Q: 3 clusters Score -664894.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -664911.562500 Penalty: 4265.996094
	Iteration 17Q: 3 clusters Score -664911.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -664928.250000 Penalty: 4265.996094
	Iteration 18Q: 3 clusters Score -664928.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -664942.250000 Penalty: 4265.996094
	Iteration 19Q: 3 clusters Score -664942.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -664959.000000 Penalty: 4265.996094
	Iteration 20F: 3 clusters Score -664959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -664972.562500 Penalty: 4265.996094
	Iteration 21Q: 3 clusters Score -664972.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -664995.687500 Penalty: 4265.996094
	Iteration 22Q: 3 clusters Score -664995.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -665017.875000 Penalty: 4265.996094
	Iteration 23Q: 3 clusters Score -665017.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -665048.125000 Penalty: 4265.996094
	Iteration 24Q: 3 clusters Score -665048.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -665083.187500 Penalty: 4265.996094
	Iteration 25Q: 3 clusters Score -665083.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -665115.437500 Penalty: 4265.996094
	Iteration 26Q: 3 clusters Score -665115.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -665151.312500 Penalty: 4265.996094
	Iteration 27Q: 3 clusters Score -665151.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -665186.812500 Penalty: 4265.996094
	Iteration 28Q: 3 clusters Score -665186.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -665227.562500 Penalty: 4265.996094
	Iteration 29Q: 3 clusters Score -665227.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -665280.375000 Penalty: 4265.996094
	Iteration 30Q: 3 clusters Score -665280.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -665343.937500 Penalty: 4265.996094
	Iteration 31Q: 3 clusters Score -665343.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -665419.125000 Penalty: 4265.996094
	Iteration 32Q: 3 clusters Score -665419.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -665500.875000 Penalty: 4265.996094
	Iteration 33Q: 3 clusters Score -665500.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -665596.500000 Penalty: 4265.996094
	Iteration 34Q: 3 clusters Score -665596.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -665710.875000 Penalty: 4265.996094
	Iteration 35Q: 3 clusters Score -665710.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -665812.187500 Penalty: 4265.996094
	Iteration 36Q: 3 clusters Score -665812.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -665910.562500 Penalty: 4265.996094
	Iteration 37Q: 3 clusters Score -665910.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -665994.937500 Penalty: 4265.996094
	Iteration 38Q: 3 clusters Score -665994.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -666060.187500 Penalty: 4265.996094
	Iteration 39Q: 3 clusters Score -666060.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -666146.250000 Penalty: 4265.996094
	Iteration 40F: 3 clusters Score -666146.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -666213.875000 Penalty: 4265.996094
	Iteration 41Q: 3 clusters Score -666213.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -666273.312500 Penalty: 4265.996094
	Iteration 42Q: 3 clusters Score -666273.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -666317.062500 Penalty: 4265.996094
	Iteration 43Q: 3 clusters Score -666317.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -666349.687500 Penalty: 4265.996094
	Iteration 44Q: 3 clusters Score -666349.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -666375.937500 Penalty: 4265.996094
	Iteration 45Q: 3 clusters Score -666375.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -666397.000000 Penalty: 4265.996094
	Iteration 46Q: 3 clusters Score -666397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -666416.437500 Penalty: 4265.996094
	Iteration 47Q: 3 clusters Score -666416.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -666424.125000 Penalty: 4265.996094
	Iteration 48Q: 3 clusters Score -666424.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -666430.750000 Penalty: 4265.996094
	Iteration 49Q: 3 clusters Score -666430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -666437.312500 Penalty: 4265.996094
	Iteration 50Q: 3 clusters Score -666437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -666441.312500 Penalty: 4265.996094
	Iteration 51Q: 3 clusters Score -666441.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -666442.312500 Penalty: 4265.996094
	Iteration 52Q: 3 clusters Score -666442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -666444.875000 Penalty: 4265.996094
	Iteration 53F: 3 clusters Score -666444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -666449.875000 Penalty: 4265.996094
	Iteration 54Q: 3 clusters Score -666449.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -666453.875000 Penalty: 4265.996094
	Iteration 55Q: 3 clusters Score -666453.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -666459.125000 Penalty: 4265.996094
	Iteration 56Q: 3 clusters Score -666459.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -666463.187500 Penalty: 4265.996094
	Iteration 57Q: 3 clusters Score -666463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -666466.687500 Penalty: 4265.996094
	Iteration 58Q: 3 clusters Score -666466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -666470.937500 Penalty: 4265.996094
	Iteration 59Q: 3 clusters Score -666470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -666470.937500 Penalty: 4265.996094
	Iteration 60F: 3 clusters Score -666470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Entering Unmasked Estep 
Score: -2040712.875000 Penalty: 2407.377930
	Iteration 0F: 2 clusters Score -2040713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2028957.125000 Penalty: 4814.755859
	Iteration 0F: 3 clusters Score -2028957 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2032850.875000 Penalty: 4814.755859
	Iteration 1F: 3 clusters Score -2032851 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2033446.625000 Penalty: 4814.755859
	Iteration 2F: 3 clusters Score -2033447 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2034120.750000 Penalty: 4814.755859
	Iteration 3F: 3 clusters Score -2034121 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2034851.375000 Penalty: 4814.755859
	Iteration 4F: 3 clusters Score -2034851 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2035489.125000 Penalty: 4814.755859
	Iteration 5F: 3 clusters Score -2035489 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2036087.875000 Penalty: 4814.755859
	Iteration 6F: 3 clusters Score -2036088 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2036649.375000 Penalty: 4814.755859
	Iteration 7F: 3 clusters Score -2036649 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2037193.500000 Penalty: 4814.755859
	Iteration 8Q: 3 clusters Score -2037194 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2037763.750000 Penalty: 4814.755859
	Iteration 9Q: 3 clusters Score -2037764 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2038307.375000 Penalty: 4814.755859
	Iteration 10Q: 3 clusters Score -2038307 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2038742.750000 Penalty: 4814.755859
	Iteration 11Q: 3 clusters Score -2038743 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2039090.250000 Penalty: 4814.755859
	Iteration 12Q: 3 clusters Score -2039090 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2039286.625000 Penalty: 4814.755859
	Iteration 13Q: 3 clusters Score -2039287 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2039407.125000 Penalty: 4814.755859
	Iteration 14Q: 3 clusters Score -2039407 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2039479.375000 Penalty: 4814.755859
	Iteration 15Q: 3 clusters Score -2039479 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2039519.500000 Penalty: 4814.755859
	Iteration 16Q: 3 clusters Score -2039520 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2039544.125000 Penalty: 4814.755859
	Iteration 17Q: 3 clusters Score -2039544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2039560.375000 Penalty: 4814.755859
	Iteration 18Q: 3 clusters Score -2039560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2039573.500000 Penalty: 4814.755859
	Iteration 19Q: 3 clusters Score -2039574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2039581.250000 Penalty: 4814.755859
	Iteration 20F: 3 clusters Score -2039581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2039586.875000 Penalty: 4814.755859
	Iteration 21Q: 3 clusters Score -2039587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2039588.750000 Penalty: 4814.755859
	Iteration 22Q: 3 clusters Score -2039589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2039588.500000 Penalty: 4814.755859
	Iteration 23Q: 3 clusters Score -2039588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2039587.000000 Penalty: 4814.755859
	Iteration 24Q: 3 clusters Score -2039587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2039590.375000 Penalty: 4814.755859
	Iteration 25Q: 3 clusters Score -2039590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2039592.625000 Penalty: 4814.755859
	Iteration 26Q: 3 clusters Score -2039593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2039592.125000 Penalty: 4814.755859
	Iteration 27Q: 3 clusters Score -2039592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2039593.375000 Penalty: 4814.755859
	Iteration 28Q: 3 clusters Score -2039593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2039595.500000 Penalty: 4814.755859
	Iteration 29Q: 3 clusters Score -2039596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2039594.750000 Penalty: 4814.755859
	Iteration 30Q: 3 clusters Score -2039595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2039597.375000 Penalty: 4814.755859
	Iteration 31Q: 3 clusters Score -2039597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2039596.000000 Penalty: 4814.755859
	Iteration 32Q: 3 clusters Score -2039596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2039597.000000 Penalty: 4814.755859
	Iteration 33Q: 3 clusters Score -2039597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2039597.000000 Penalty: 4814.755859
	Iteration 34F: 3 clusters Score -2039597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (295627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295627 members 
Entering Unmasked Estep 
Score: -38115232.000000 Penalty: 3124.019775
	Iteration 0F: 2 clusters Score -3.811523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147671 members 
Mstep: Class 2 contains 147956 members 
Entering Unmasked Estep 
Score: -37943440.000000 Penalty: 6248.039551
	Iteration 0F: 3 clusters Score -3.794344e+07 nChanged 143123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145398 members 
Mstep: Class 2 contains 150229 members 
Entering Unmasked Estep 
Score: -38028044.000000 Penalty: 6248.039551
	Iteration 1F: 3 clusters Score -3.802804e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143910 members 
Mstep: Class 2 contains 151717 members 
Entering Unmasked Estep 
Score: -38029524.000000 Penalty: 6248.039551
	Iteration 2Q: 3 clusters Score -3.802952e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141517 members 
Mstep: Class 2 contains 154110 members 
Entering Unmasked Estep 
Score: -38031532.000000 Penalty: 6248.039551
	Iteration 3Q: 3 clusters Score -3.803153e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137947 members 
Mstep: Class 2 contains 157680 members 
Entering Unmasked Estep 
Score: -38034244.000000 Penalty: 6248.039551
	Iteration 4Q: 3 clusters Score -3.803424e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132769 members 
Mstep: Class 2 contains 162858 members 
Entering Unmasked Estep 
Score: -38038152.000000 Penalty: 6248.039551
	Iteration 5Q: 3 clusters Score -3.803815e+07 nChanged 12942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125471 members 
Mstep: Class 2 contains 170156 members 
Entering Unmasked Estep 
Score: -38043292.000000 Penalty: 6248.039551
	Iteration 6Q: 3 clusters Score -3.804329e+07 nChanged 15121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116242 members 
Mstep: Class 2 contains 179385 members 
Entering Unmasked Estep 
Score: -38050684.000000 Penalty: 6248.039551
	Iteration 7F: 3 clusters Score -3.805068e+07 nChanged 17207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105705 members 
Mstep: Class 2 contains 189922 members 
Entering Unmasked Estep 
Score: -38061388.000000 Penalty: 6248.039551
	Iteration 8F: 3 clusters Score -3.806139e+07 nChanged 18109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95602 members 
Mstep: Class 2 contains 200025 members 
Entering Unmasked Estep 
Score: -38072604.000000 Penalty: 6248.039551
	Iteration 9F: 3 clusters Score -3.80726e+07 nChanged 16845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 207430 members 
Entering Unmasked Estep 
Score: -38083028.000000 Penalty: 6248.039551
	Iteration 10F: 3 clusters Score -3.808303e+07 nChanged 13856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Mstep: Class 2 contains 212336 members 
Entering Unmasked Estep 
Score: -38089604.000000 Penalty: 6248.039551
	Iteration 11Q: 3 clusters Score -3.80896e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 215611 members 
Entering Unmasked Estep 
Score: -38092732.000000 Penalty: 6248.039551
	Iteration 12Q: 3 clusters Score -3.809273e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 218122 members 
Entering Unmasked Estep 
Score: -38094492.000000 Penalty: 6248.039551
	Iteration 13Q: 3 clusters Score -3.809449e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 220283 members 
Entering Unmasked Estep 
Score: -38095144.000000 Penalty: 6248.039551
	Iteration 14Q: 3 clusters Score -3.809514e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73428 members 
Mstep: Class 2 contains 222199 members 
Entering Unmasked Estep 
Score: -38095480.000000 Penalty: 6248.039551
	Iteration 15Q: 3 clusters Score -3.809548e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 223978 members 
Entering Unmasked Estep 
Score: -38095692.000000 Penalty: 6248.039551
	Iteration 16Q: 3 clusters Score -3.809569e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 225742 members 
Entering Unmasked Estep 
Score: -38096008.000000 Penalty: 6248.039551
	Iteration 17Q: 3 clusters Score -3.809601e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 227481 members 
Entering Unmasked Estep 
Score: -38096352.000000 Penalty: 6248.039551
	Iteration 18Q: 3 clusters Score -3.809635e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 229132 members 
Entering Unmasked Estep 
Score: -38096460.000000 Penalty: 6248.039551
	Iteration 19Q: 3 clusters Score -3.809646e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 230758 members 
Entering Unmasked Estep 
Score: -38096824.000000 Penalty: 6248.039551
	Iteration 20F: 3 clusters Score -3.809682e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 232340 members 
Entering Unmasked Estep 
Score: -38096988.000000 Penalty: 6248.039551
	Iteration 21Q: 3 clusters Score -3.809699e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 233906 members 
Entering Unmasked Estep 
Score: -38097040.000000 Penalty: 6248.039551
	Iteration 22Q: 3 clusters Score -3.809704e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 235397 members 
Entering Unmasked Estep 
Score: -38097288.000000 Penalty: 6248.039551
	Iteration 23Q: 3 clusters Score -3.809729e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 236818 members 
Entering Unmasked Estep 
Score: -38097588.000000 Penalty: 6248.039551
	Iteration 24Q: 3 clusters Score -3.809759e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 238306 members 
Entering Unmasked Estep 
Score: -38097932.000000 Penalty: 6248.039551
	Iteration 25Q: 3 clusters Score -3.809793e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 239800 members 
Entering Unmasked Estep 
Score: -38098152.000000 Penalty: 6248.039551
	Iteration 26Q: 3 clusters Score -3.809815e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 241315 members 
Entering Unmasked Estep 
Score: -38098464.000000 Penalty: 6248.039551
	Iteration 27Q: 3 clusters Score -3.809846e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 242852 members 
Entering Unmasked Estep 
Score: -38098660.000000 Penalty: 6248.039551
	Iteration 28Q: 3 clusters Score -3.809866e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 244401 members 
Entering Unmasked Estep 
Score: -38098856.000000 Penalty: 6248.039551
	Iteration 29Q: 3 clusters Score -3.809886e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 245986 members 
Entering Unmasked Estep 
Score: -38098968.000000 Penalty: 6248.039551
	Iteration 30Q: 3 clusters Score -3.809897e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 247529 members 
Entering Unmasked Estep 
Score: -38099092.000000 Penalty: 6248.039551
	Iteration 31Q: 3 clusters Score -3.809909e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 249112 members 
Entering Unmasked Estep 
Score: -38099152.000000 Penalty: 6248.039551
	Iteration 32Q: 3 clusters Score -3.809915e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 250621 members 
Entering Unmasked Estep 
Score: -38099124.000000 Penalty: 6248.039551
	Iteration 33Q: 3 clusters Score -3.809912e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 252139 members 
Entering Unmasked Estep 
Score: -38099224.000000 Penalty: 6248.039551
	Iteration 34Q: 3 clusters Score -3.809922e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 253601 members 
Entering Unmasked Estep 
Score: -38099404.000000 Penalty: 6248.039551
	Iteration 35Q: 3 clusters Score -3.80994e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 255099 members 
Entering Unmasked Estep 
Score: -38099452.000000 Penalty: 6248.039551
	Iteration 36Q: 3 clusters Score -3.809945e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 256660 members 
Entering Unmasked Estep 
Score: -38099784.000000 Penalty: 6248.039551
	Iteration 37Q: 3 clusters Score -3.809978e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 258240 members 
Entering Unmasked Estep 
Score: -38100052.000000 Penalty: 6248.039551
	Iteration 38Q: 3 clusters Score -3.810005e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 259821 members 
Entering Unmasked Estep 
Score: -38100604.000000 Penalty: 6248.039551
	Iteration 39Q: 3 clusters Score -3.81006e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 261393 members 
Entering Unmasked Estep 
Score: -38101032.000000 Penalty: 6248.039551
	Iteration 40F: 3 clusters Score -3.810103e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 262983 members 
Entering Unmasked Estep 
Score: -38101572.000000 Penalty: 6248.039551
	Iteration 41Q: 3 clusters Score -3.810157e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 264597 members 
Entering Unmasked Estep 
Score: -38102128.000000 Penalty: 6248.039551
	Iteration 42Q: 3 clusters Score -3.810213e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 266186 members 
Entering Unmasked Estep 
Score: -38102628.000000 Penalty: 6248.039551
	Iteration 43Q: 3 clusters Score -3.810263e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 267776 members 
Entering Unmasked Estep 
Score: -38102864.000000 Penalty: 6248.039551
	Iteration 44Q: 3 clusters Score -3.810286e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 269327 members 
Entering Unmasked Estep 
Score: -38103124.000000 Penalty: 6248.039551
	Iteration 45Q: 3 clusters Score -3.810312e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 270928 members 
Entering Unmasked Estep 
Score: -38103384.000000 Penalty: 6248.039551
	Iteration 46Q: 3 clusters Score -3.810338e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 272555 members 
Entering Unmasked Estep 
Score: -38103856.000000 Penalty: 6248.039551
	Iteration 47Q: 3 clusters Score -3.810386e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 274152 members 
Entering Unmasked Estep 
Score: -38104484.000000 Penalty: 6248.039551
	Iteration 48Q: 3 clusters Score -3.810448e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 275663 members 
Entering Unmasked Estep 
Score: -38104968.000000 Penalty: 6248.039551
	Iteration 49Q: 3 clusters Score -3.810497e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 277163 members 
Entering Unmasked Estep 
Score: -38105636.000000 Penalty: 6248.039551
	Iteration 50Q: 3 clusters Score -3.810564e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 278635 members 
Entering Unmasked Estep 
Score: -38106244.000000 Penalty: 6248.039551
	Iteration 51Q: 3 clusters Score -3.810624e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 280056 members 
Entering Unmasked Estep 
Score: -38106780.000000 Penalty: 6248.039551
	Iteration 52Q: 3 clusters Score -3.810678e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 281475 members 
Entering Unmasked Estep 
Score: -38107516.000000 Penalty: 6248.039551
	Iteration 53Q: 3 clusters Score -3.810752e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 282768 members 
Entering Unmasked Estep 
Score: -38108000.000000 Penalty: 6248.039551
	Iteration 54Q: 3 clusters Score -3.8108e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 283952 members 
Entering Unmasked Estep 
Score: -38108628.000000 Penalty: 6248.039551
	Iteration 55Q: 3 clusters Score -3.810863e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 285048 members 
Entering Unmasked Estep 
Score: -38109172.000000 Penalty: 6248.039551
	Iteration 56Q: 3 clusters Score -3.810917e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 286083 members 
Entering Unmasked Estep 
Score: -38109780.000000 Penalty: 6248.039551
	Iteration 57Q: 3 clusters Score -3.810978e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 286985 members 
Entering Unmasked Estep 
Score: -38110328.000000 Penalty: 6248.039551
	Iteration 58Q: 3 clusters Score -3.811033e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 287808 members 
Entering Unmasked Estep 
Score: -38110840.000000 Penalty: 6248.039551
	Iteration 59Q: 3 clusters Score -3.811084e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 288612 members 
Entering Unmasked Estep 
Score: -38111132.000000 Penalty: 6248.039551
	Iteration 60F: 3 clusters Score -3.811113e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 289291 members 
Entering Unmasked Estep 
Score: -38111440.000000 Penalty: 6248.039551
	Iteration 61Q: 3 clusters Score -3.811144e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 289911 members 
Entering Unmasked Estep 
Score: -38111648.000000 Penalty: 6248.039551
	Iteration 62Q: 3 clusters Score -3.811165e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 290453 members 
Entering Unmasked Estep 
Score: -38111960.000000 Penalty: 6248.039551
	Iteration 63Q: 3 clusters Score -3.811196e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 290925 members 
Entering Unmasked Estep 
Score: -38112148.000000 Penalty: 6248.039551
	Iteration 64Q: 3 clusters Score -3.811215e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 291353 members 
Entering Unmasked Estep 
Score: -38112332.000000 Penalty: 6248.039551
	Iteration 65Q: 3 clusters Score -3.811233e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 291700 members 
Entering Unmasked Estep 
Score: -38112416.000000 Penalty: 6248.039551
	Iteration 66Q: 3 clusters Score -3.811242e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 291980 members 
Entering Unmasked Estep 
Score: -38112552.000000 Penalty: 6248.039551
	Iteration 67Q: 3 clusters Score -3.811255e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 292209 members 
Entering Unmasked Estep 
Score: -38112624.000000 Penalty: 6248.039551
	Iteration 68Q: 3 clusters Score -3.811262e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 292396 members 
Entering Unmasked Estep 
Score: -38112640.000000 Penalty: 6248.039551
	Iteration 69Q: 3 clusters Score -3.811264e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 292598 members 
Entering Unmasked Estep 
Score: -38112688.000000 Penalty: 6248.039551
	Iteration 70Q: 3 clusters Score -3.811269e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 292747 members 
Entering Unmasked Estep 
Score: -38112792.000000 Penalty: 6248.039551
	Iteration 71Q: 3 clusters Score -3.811279e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 292876 members 
Entering Unmasked Estep 
Score: -38112868.000000 Penalty: 6248.039551
	Iteration 72Q: 3 clusters Score -3.811287e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 292998 members 
Entering Unmasked Estep 
Score: -38112868.000000 Penalty: 6248.039551
	Iteration 73Q: 3 clusters Score -3.811287e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 293103 members 
Entering Unmasked Estep 
Score: -38112908.000000 Penalty: 6248.039551
	Iteration 74Q: 3 clusters Score -3.811291e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 293212 members 
Entering Unmasked Estep 
Score: -38112996.000000 Penalty: 6248.039551
	Iteration 75Q: 3 clusters Score -3.8113e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 293297 members 
Entering Unmasked Estep 
Score: -38113072.000000 Penalty: 6248.039551
	Iteration 76Q: 3 clusters Score -3.811307e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 293369 members 
Entering Unmasked Estep 
Score: -38113096.000000 Penalty: 6248.039551
	Iteration 77Q: 3 clusters Score -3.81131e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 293438 members 
Entering Unmasked Estep 
Score: -38113136.000000 Penalty: 6248.039551
	Iteration 78Q: 3 clusters Score -3.811314e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 293499 members 
Entering Unmasked Estep 
Score: -38113180.000000 Penalty: 6248.039551
	Iteration 79Q: 3 clusters Score -3.811318e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 293553 members 
Entering Unmasked Estep 
Score: -38113212.000000 Penalty: 6248.039551
	Iteration 80F: 3 clusters Score -3.811321e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 293583 members 
Entering Unmasked Estep 
Score: -38113232.000000 Penalty: 6248.039551
	Iteration 81Q: 3 clusters Score -3.811323e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 293614 members 
Entering Unmasked Estep 
Score: -38113292.000000 Penalty: 6248.039551
	Iteration 82Q: 3 clusters Score -3.811329e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 293637 members 
Entering Unmasked Estep 
Score: -38113308.000000 Penalty: 6248.039551
	Iteration 83Q: 3 clusters Score -3.811331e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 293666 members 
Entering Unmasked Estep 
Score: -38113276.000000 Penalty: 6248.039551
	Iteration 84Q: 3 clusters Score -3.811328e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 293696 members 
Entering Unmasked Estep 
Score: -38113308.000000 Penalty: 6248.039551
	Iteration 85Q: 3 clusters Score -3.811331e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 293729 members 
Entering Unmasked Estep 
Score: -38113300.000000 Penalty: 6248.039551
	Iteration 86Q: 3 clusters Score -3.81133e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 293754 members 
Entering Unmasked Estep 
Score: -38113304.000000 Penalty: 6248.039551
	Iteration 87Q: 3 clusters Score -3.81133e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 293773 members 
Entering Unmasked Estep 
Score: -38113284.000000 Penalty: 6248.039551
	Iteration 88Q: 3 clusters Score -3.811328e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 293789 members 
Entering Unmasked Estep 
Score: -38113336.000000 Penalty: 6248.039551
	Iteration 89Q: 3 clusters Score -3.811334e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 293807 members 
Entering Unmasked Estep 
Score: -38113332.000000 Penalty: 6248.039551
	Iteration 90Q: 3 clusters Score -3.811333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 293821 members 
Entering Unmasked Estep 
Score: -38113320.000000 Penalty: 6248.039551
	Iteration 91Q: 3 clusters Score -3.811332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 293830 members 
Entering Unmasked Estep 
Score: -38113324.000000 Penalty: 6248.039551
	Iteration 92Q: 3 clusters Score -3.811332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 293835 members 
Entering Unmasked Estep 
Score: -38113340.000000 Penalty: 6248.039551
	Iteration 93Q: 3 clusters Score -3.811334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 293838 members 
Entering Unmasked Estep 
Score: -38113336.000000 Penalty: 6248.039551
	Iteration 94Q: 3 clusters Score -3.811334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 293838 members 
Entering Unmasked Estep 
Score: -38113332.000000 Penalty: 6248.039551
	Iteration 95Q: 3 clusters Score -3.811333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 293839 members 
Entering Unmasked Estep 
Score: -38113324.000000 Penalty: 6248.039551
	Iteration 96Q: 3 clusters Score -3.811332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 293839 members 
Entering Unmasked Estep 
Score: -38113324.000000 Penalty: 6248.039551
	Iteration 97F: 3 clusters Score -3.811332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Entering Unmasked Estep 
Score: -2445203.750000 Penalty: 2462.418457
	Iteration 0F: 2 clusters Score -2445204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2430760.500000 Penalty: 4924.836914
	Iteration 0F: 3 clusters Score -2430760 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2435792.250000 Penalty: 4924.836914
	Iteration 1F: 3 clusters Score -2435792 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2436473.250000 Penalty: 4924.836914
	Iteration 2F: 3 clusters Score -2436473 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2437182.750000 Penalty: 4924.836914
	Iteration 3F: 3 clusters Score -2437183 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2437808.000000 Penalty: 4924.836914
	Iteration 4F: 3 clusters Score -2437808 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2438476.250000 Penalty: 4924.836914
	Iteration 5F: 3 clusters Score -2438476 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2439114.000000 Penalty: 4924.836914
	Iteration 6F: 3 clusters Score -2439114 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2439729.000000 Penalty: 4924.836914
	Iteration 7F: 3 clusters Score -2439729 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2440231.250000 Penalty: 4924.836914
	Iteration 8Q: 3 clusters Score -2440231 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2440595.500000 Penalty: 4924.836914
	Iteration 9Q: 3 clusters Score -2440596 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2440842.000000 Penalty: 4924.836914
	Iteration 10Q: 3 clusters Score -2440842 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2440994.750000 Penalty: 4924.836914
	Iteration 11Q: 3 clusters Score -2440995 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2441092.000000 Penalty: 4924.836914
	Iteration 12Q: 3 clusters Score -2441092 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2441159.750000 Penalty: 4924.836914
	Iteration 13Q: 3 clusters Score -2441160 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2441227.750000 Penalty: 4924.836914
	Iteration 14Q: 3 clusters Score -2441228 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2441288.250000 Penalty: 4924.836914
	Iteration 15Q: 3 clusters Score -2441288 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2441373.750000 Penalty: 4924.836914
	Iteration 16Q: 3 clusters Score -2441374 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2441420.500000 Penalty: 4924.836914
	Iteration 17Q: 3 clusters Score -2441420 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2441484.250000 Penalty: 4924.836914
	Iteration 18Q: 3 clusters Score -2441484 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2441552.250000 Penalty: 4924.836914
	Iteration 19Q: 3 clusters Score -2441552 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2441628.250000 Penalty: 4924.836914
	Iteration 20F: 3 clusters Score -2441628 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2441732.250000 Penalty: 4924.836914
	Iteration 21Q: 3 clusters Score -2441732 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2441866.500000 Penalty: 4924.836914
	Iteration 22Q: 3 clusters Score -2441866 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2442098.250000 Penalty: 4924.836914
	Iteration 23Q: 3 clusters Score -2442098 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2442375.250000 Penalty: 4924.836914
	Iteration 24Q: 3 clusters Score -2442375 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2442608.750000 Penalty: 4924.836914
	Iteration 25Q: 3 clusters Score -2442609 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2442807.500000 Penalty: 4924.836914
	Iteration 26Q: 3 clusters Score -2442808 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2442905.750000 Penalty: 4924.836914
	Iteration 27Q: 3 clusters Score -2442906 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2442988.750000 Penalty: 4924.836914
	Iteration 28Q: 3 clusters Score -2442989 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2443070.500000 Penalty: 4924.836914
	Iteration 29Q: 3 clusters Score -2443070 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2443126.250000 Penalty: 4924.836914
	Iteration 30Q: 3 clusters Score -2443126 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2443168.750000 Penalty: 4924.836914
	Iteration 31Q: 3 clusters Score -2443169 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2443224.500000 Penalty: 4924.836914
	Iteration 32Q: 3 clusters Score -2443224 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2443297.000000 Penalty: 4924.836914
	Iteration 33Q: 3 clusters Score -2443297 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2443357.500000 Penalty: 4924.836914
	Iteration 34Q: 3 clusters Score -2443358 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2443426.250000 Penalty: 4924.836914
	Iteration 35Q: 3 clusters Score -2443426 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2443514.750000 Penalty: 4924.836914
	Iteration 36Q: 3 clusters Score -2443515 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2443607.250000 Penalty: 4924.836914
	Iteration 37Q: 3 clusters Score -2443607 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2443686.500000 Penalty: 4924.836914
	Iteration 38Q: 3 clusters Score -2443686 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2443758.500000 Penalty: 4924.836914
	Iteration 39Q: 3 clusters Score -2443758 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2443806.250000 Penalty: 4924.836914
	Iteration 40F: 3 clusters Score -2443806 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2443840.000000 Penalty: 4924.836914
	Iteration 41Q: 3 clusters Score -2443840 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2443870.750000 Penalty: 4924.836914
	Iteration 42Q: 3 clusters Score -2443871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2443886.000000 Penalty: 4924.836914
	Iteration 43Q: 3 clusters Score -2443886 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2443904.750000 Penalty: 4924.836914
	Iteration 44Q: 3 clusters Score -2443905 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2443932.000000 Penalty: 4924.836914
	Iteration 45Q: 3 clusters Score -2443932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2443943.000000 Penalty: 4924.836914
	Iteration 46Q: 3 clusters Score -2443943 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2443960.500000 Penalty: 4924.836914
	Iteration 47Q: 3 clusters Score -2443960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2443966.750000 Penalty: 4924.836914
	Iteration 48Q: 3 clusters Score -2443967 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2443982.750000 Penalty: 4924.836914
	Iteration 49Q: 3 clusters Score -2443983 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2444011.250000 Penalty: 4924.836914
	Iteration 50Q: 3 clusters Score -2444011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2444031.750000 Penalty: 4924.836914
	Iteration 51Q: 3 clusters Score -2444032 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2444048.750000 Penalty: 4924.836914
	Iteration 52Q: 3 clusters Score -2444049 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2444082.500000 Penalty: 4924.836914
	Iteration 53Q: 3 clusters Score -2444082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2444107.750000 Penalty: 4924.836914
	Iteration 54Q: 3 clusters Score -2444108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2444138.250000 Penalty: 4924.836914
	Iteration 55Q: 3 clusters Score -2444138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2444168.000000 Penalty: 4924.836914
	Iteration 56Q: 3 clusters Score -2444168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2444190.250000 Penalty: 4924.836914
	Iteration 57Q: 3 clusters Score -2444190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2444200.000000 Penalty: 4924.836914
	Iteration 58Q: 3 clusters Score -2444200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2444212.500000 Penalty: 4924.836914
	Iteration 59Q: 3 clusters Score -2444212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2444225.000000 Penalty: 4924.836914
	Iteration 60F: 3 clusters Score -2444225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2444230.750000 Penalty: 4924.836914
	Iteration 61Q: 3 clusters Score -2444231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2444241.250000 Penalty: 4924.836914
	Iteration 62Q: 3 clusters Score -2444241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2444243.750000 Penalty: 4924.836914
	Iteration 63Q: 3 clusters Score -2444244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2444246.000000 Penalty: 4924.836914
	Iteration 64Q: 3 clusters Score -2444246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2444254.000000 Penalty: 4924.836914
	Iteration 65Q: 3 clusters Score -2444254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2444258.000000 Penalty: 4924.836914
	Iteration 66Q: 3 clusters Score -2444258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2444258.750000 Penalty: 4924.836914
	Iteration 67Q: 3 clusters Score -2444259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2444270.750000 Penalty: 4924.836914
	Iteration 68Q: 3 clusters Score -2444271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2444278.500000 Penalty: 4924.836914
	Iteration 69Q: 3 clusters Score -2444278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2444280.250000 Penalty: 4924.836914
	Iteration 70Q: 3 clusters Score -2444280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2444282.250000 Penalty: 4924.836914
	Iteration 71Q: 3 clusters Score -2444282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2444291.250000 Penalty: 4924.836914
	Iteration 72Q: 3 clusters Score -2444291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2444301.000000 Penalty: 4924.836914
	Iteration 73Q: 3 clusters Score -2444301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2444305.500000 Penalty: 4924.836914
	Iteration 74Q: 3 clusters Score -2444306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2444308.500000 Penalty: 4924.836914
	Iteration 75Q: 3 clusters Score -2444308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2444314.250000 Penalty: 4924.836914
	Iteration 76Q: 3 clusters Score -2444314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2444316.750000 Penalty: 4924.836914
	Iteration 77Q: 3 clusters Score -2444317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2444320.250000 Penalty: 4924.836914
	Iteration 78Q: 3 clusters Score -2444320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2444326.500000 Penalty: 4924.836914
	Iteration 79Q: 3 clusters Score -2444326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2444326.250000 Penalty: 4924.836914
	Iteration 80F: 3 clusters Score -2444326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2444334.250000 Penalty: 4924.836914
	Iteration 81Q: 3 clusters Score -2444334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2444332.250000 Penalty: 4924.836914
	Iteration 82Q: 3 clusters Score -2444332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2444338.500000 Penalty: 4924.836914
	Iteration 83Q: 3 clusters Score -2444338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2444346.000000 Penalty: 4924.836914
	Iteration 84Q: 3 clusters Score -2444346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2444348.500000 Penalty: 4924.836914
	Iteration 85Q: 3 clusters Score -2444348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2444347.500000 Penalty: 4924.836914
	Iteration 86Q: 3 clusters Score -2444348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2444353.750000 Penalty: 4924.836914
	Iteration 87Q: 3 clusters Score -2444354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2444350.000000 Penalty: 4924.836914
	Iteration 88Q: 3 clusters Score -2444350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2444348.500000 Penalty: 4924.836914
	Iteration 89Q: 3 clusters Score -2444348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2444350.500000 Penalty: 4924.836914
	Iteration 90Q: 3 clusters Score -2444350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2444353.500000 Penalty: 4924.836914
	Iteration 91Q: 3 clusters Score -2444354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2444355.500000 Penalty: 4924.836914
	Iteration 92Q: 3 clusters Score -2444356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2444360.250000 Penalty: 4924.836914
	Iteration 93Q: 3 clusters Score -2444360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2444357.250000 Penalty: 4924.836914
	Iteration 94Q: 3 clusters Score -2444357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2444354.750000 Penalty: 4924.836914
	Iteration 95Q: 3 clusters Score -2444355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2444355.750000 Penalty: 4924.836914
	Iteration 96Q: 3 clusters Score -2444356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2444357.750000 Penalty: 4924.836914
	Iteration 97Q: 3 clusters Score -2444358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2444362.500000 Penalty: 4924.836914
	Iteration 98Q: 3 clusters Score -2444362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2444360.000000 Penalty: 4924.836914
	Iteration 99Q: 3 clusters Score -2444360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2444360.000000 Penalty: 4924.836914
	Iteration 100F: 3 clusters Score -2444360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2444362.750000 Penalty: 4924.836914
	Iteration 101Q: 3 clusters Score -2444363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2444362.750000 Penalty: 4924.836914
	Iteration 102F: 3 clusters Score -2444363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Entering Unmasked Estep 
Score: -2074572.500000 Penalty: 2419.165039
	Iteration 0F: 2 clusters Score -2074572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2062156.000000 Penalty: 4838.330078
	Iteration 0F: 3 clusters Score -2062156 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2066447.875000 Penalty: 4838.330078
	Iteration 1F: 3 clusters Score -2066448 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2067112.000000 Penalty: 4838.330078
	Iteration 2F: 3 clusters Score -2067112 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2067797.125000 Penalty: 4838.330078
	Iteration 3F: 3 clusters Score -2067797 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2068512.000000 Penalty: 4838.330078
	Iteration 4F: 3 clusters Score -2068512 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2069277.125000 Penalty: 4838.330078
	Iteration 5F: 3 clusters Score -2069277 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2070092.250000 Penalty: 4838.330078
	Iteration 6F: 3 clusters Score -2070092 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2070951.125000 Penalty: 4838.330078
	Iteration 7F: 3 clusters Score -2070951 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2071664.125000 Penalty: 4838.330078
	Iteration 8Q: 3 clusters Score -2071664 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2072185.750000 Penalty: 4838.330078
	Iteration 9Q: 3 clusters Score -2072186 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2072522.375000 Penalty: 4838.330078
	Iteration 10Q: 3 clusters Score -2072522 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2072786.750000 Penalty: 4838.330078
	Iteration 11Q: 3 clusters Score -2072787 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2072931.750000 Penalty: 4838.330078
	Iteration 12Q: 3 clusters Score -2072932 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2073048.000000 Penalty: 4838.330078
	Iteration 13Q: 3 clusters Score -2073048 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2073119.250000 Penalty: 4838.330078
	Iteration 14Q: 3 clusters Score -2073119 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2073167.000000 Penalty: 4838.330078
	Iteration 15Q: 3 clusters Score -2073167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2073190.750000 Penalty: 4838.330078
	Iteration 16Q: 3 clusters Score -2073191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2073206.875000 Penalty: 4838.330078
	Iteration 17Q: 3 clusters Score -2073207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2073223.000000 Penalty: 4838.330078
	Iteration 18Q: 3 clusters Score -2073223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2073235.250000 Penalty: 4838.330078
	Iteration 19Q: 3 clusters Score -2073235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2073247.750000 Penalty: 4838.330078
	Iteration 20F: 3 clusters Score -2073248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2073254.625000 Penalty: 4838.330078
	Iteration 21Q: 3 clusters Score -2073255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2073265.000000 Penalty: 4838.330078
	Iteration 22Q: 3 clusters Score -2073265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2073271.750000 Penalty: 4838.330078
	Iteration 23Q: 3 clusters Score -2073272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2073286.750000 Penalty: 4838.330078
	Iteration 24Q: 3 clusters Score -2073287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2073300.250000 Penalty: 4838.330078
	Iteration 25Q: 3 clusters Score -2073300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2073303.750000 Penalty: 4838.330078
	Iteration 26Q: 3 clusters Score -2073304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2073304.250000 Penalty: 4838.330078
	Iteration 27Q: 3 clusters Score -2073304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2073307.500000 Penalty: 4838.330078
	Iteration 28Q: 3 clusters Score -2073308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2073308.500000 Penalty: 4838.330078
	Iteration 29Q: 3 clusters Score -2073308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2073308.625000 Penalty: 4838.330078
	Iteration 30Q: 3 clusters Score -2073309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2073309.125000 Penalty: 4838.330078
	Iteration 31Q: 3 clusters Score -2073309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2073307.500000 Penalty: 4838.330078
	Iteration 32Q: 3 clusters Score -2073308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2073309.125000 Penalty: 4838.330078
	Iteration 33Q: 3 clusters Score -2073309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2073309.125000 Penalty: 4838.330078
	Iteration 34F: 3 clusters Score -2073309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -193371.171875 Penalty: 1859.582275
	Iteration 0F: 2 clusters Score -193371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -190963.093750 Penalty: 3719.164551
	Iteration 0F: 3 clusters Score -190963.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -192170.828125 Penalty: 3719.164551
	Iteration 1F: 3 clusters Score -192170.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -193474.265625 Penalty: 3719.164551
	Iteration 2F: 3 clusters Score -193474.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -194563.968750 Penalty: 3719.164551
	Iteration 3F: 3 clusters Score -194564 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -195412.140625 Penalty: 3719.164551
	Iteration 4F: 3 clusters Score -195412.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -196088.875000 Penalty: 3719.164551
	Iteration 5Q: 3 clusters Score -196088.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -196441.781250 Penalty: 3719.164551
	Iteration 6Q: 3 clusters Score -196441.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -196569.062500 Penalty: 3719.164551
	Iteration 7Q: 3 clusters Score -196569.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -196601.828125 Penalty: 3719.164551
	Iteration 8Q: 3 clusters Score -196601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -196657.078125 Penalty: 3719.164551
	Iteration 9Q: 3 clusters Score -196657.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -196749.500000 Penalty: 3719.164551
	Iteration 10Q: 3 clusters Score -196749.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -196874.218750 Penalty: 3719.164551
	Iteration 11Q: 3 clusters Score -196874.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -196938.375000 Penalty: 3719.164551
	Iteration 12Q: 3 clusters Score -196938.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -196949.468750 Penalty: 3719.164551
	Iteration 13Q: 3 clusters Score -196949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -196950.968750 Penalty: 3719.164551
	Iteration 14Q: 3 clusters Score -196951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -196950.968750 Penalty: 3719.164551
	Iteration 15F: 3 clusters Score -196951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 9243 members 
Mstep: Class 3 contains 26716 members 
Mstep: Class 4 contains 13880 members 
Mstep: Class 5 contains 159873 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 16435 members 
Mstep: Class 10 contains 295627 members 
Mstep: Class 11 contains 20519 members 
Mstep: Class 12 contains 17235 members 
Mstep: Class 13 contains 1323 members 
Mstep: Class 14 contains 20601 members 
Mstep: Class 15 contains 12519 members 
Mstep: Class 16 contains 17551 members 
Mstep: Class 17 contains 144457 members 
Mstep: Class 18 contains 22718 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 101644 members 
Mstep: Class 21 contains 154056 members 
Mstep: Class 22 contains 33437 members 
Mstep: Class 23 contains 124591 members 
Mstep: Class 24 contains 2980 members 
Mstep: Class 25 contains 482 members 
Entering Unmasked Estep 
Score: -157644656.000000 Penalty: 87116.515625
Splitting cluster 13 changes total score from -157642208.000000 to -157644656.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (20601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Entering Unmasked Estep 
Score: -2654754.250000 Penalty: 2463.407471
	Iteration 0F: 2 clusters Score -2654754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2640296.500000 Penalty: 4926.814941
	Iteration 0F: 3 clusters Score -2640296 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2645136.250000 Penalty: 4926.814941
	Iteration 1F: 3 clusters Score -2645136 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2645531.250000 Penalty: 4926.814941
	Iteration 2F: 3 clusters Score -2645531 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2645833.250000 Penalty: 4926.814941
	Iteration 3Q: 3 clusters Score -2645833 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2646125.500000 Penalty: 4926.814941
	Iteration 4Q: 3 clusters Score -2646126 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2646378.750000 Penalty: 4926.814941
	Iteration 5Q: 3 clusters Score -2646379 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2646673.250000 Penalty: 4926.814941
	Iteration 6Q: 3 clusters Score -2646673 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2647104.250000 Penalty: 4926.814941
	Iteration 7Q: 3 clusters Score -2647104 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2647677.250000 Penalty: 4926.814941
	Iteration 8Q: 3 clusters Score -2647677 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2648437.000000 Penalty: 4926.814941
	Iteration 9Q: 3 clusters Score -2648437 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2649416.250000 Penalty: 4926.814941
	Iteration 10F: 3 clusters Score -2649416 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2650370.750000 Penalty: 4926.814941
	Iteration 11Q: 3 clusters Score -2650371 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2651052.250000 Penalty: 4926.814941
	Iteration 12Q: 3 clusters Score -2651052 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2651470.750000 Penalty: 4926.814941
	Iteration 13Q: 3 clusters Score -2651471 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2651729.000000 Penalty: 4926.814941
	Iteration 14Q: 3 clusters Score -2651729 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2651944.000000 Penalty: 4926.814941
	Iteration 15Q: 3 clusters Score -2651944 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2652141.000000 Penalty: 4926.814941
	Iteration 16Q: 3 clusters Score -2652141 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2652289.500000 Penalty: 4926.814941
	Iteration 17Q: 3 clusters Score -2652290 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2652418.250000 Penalty: 4926.814941
	Iteration 18Q: 3 clusters Score -2652418 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2652496.500000 Penalty: 4926.814941
	Iteration 19Q: 3 clusters Score -2652496 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2652563.250000 Penalty: 4926.814941
	Iteration 20F: 3 clusters Score -2652563 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2652601.500000 Penalty: 4926.814941
	Iteration 21Q: 3 clusters Score -2652602 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2652644.750000 Penalty: 4926.814941
	Iteration 22Q: 3 clusters Score -2652645 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2652668.750000 Penalty: 4926.814941
	Iteration 23Q: 3 clusters Score -2652669 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2652690.000000 Penalty: 4926.814941
	Iteration 24Q: 3 clusters Score -2652690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2652699.250000 Penalty: 4926.814941
	Iteration 25Q: 3 clusters Score -2652699 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2652713.750000 Penalty: 4926.814941
	Iteration 26Q: 3 clusters Score -2652714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2652729.250000 Penalty: 4926.814941
	Iteration 27Q: 3 clusters Score -2652729 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2652746.250000 Penalty: 4926.814941
	Iteration 28Q: 3 clusters Score -2652746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2652768.750000 Penalty: 4926.814941
	Iteration 29Q: 3 clusters Score -2652769 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2652780.250000 Penalty: 4926.814941
	Iteration 30Q: 3 clusters Score -2652780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2652791.000000 Penalty: 4926.814941
	Iteration 31Q: 3 clusters Score -2652791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2652807.750000 Penalty: 4926.814941
	Iteration 32Q: 3 clusters Score -2652808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2652820.500000 Penalty: 4926.814941
	Iteration 33Q: 3 clusters Score -2652820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2652828.250000 Penalty: 4926.814941
	Iteration 34Q: 3 clusters Score -2652828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2652830.250000 Penalty: 4926.814941
	Iteration 35Q: 3 clusters Score -2652830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2652831.500000 Penalty: 4926.814941
	Iteration 36Q: 3 clusters Score -2652832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2652831.500000 Penalty: 4926.814941
	Iteration 37Q: 3 clusters Score -2652832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2652834.750000 Penalty: 4926.814941
	Iteration 38Q: 3 clusters Score -2652835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2652835.250000 Penalty: 4926.814941
	Iteration 39Q: 3 clusters Score -2652835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2652837.750000 Penalty: 4926.814941
	Iteration 40F: 3 clusters Score -2652838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2652831.500000 Penalty: 4926.814941
	Iteration 41Q: 3 clusters Score -2652832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2652838.000000 Penalty: 4926.814941
	Iteration 42Q: 3 clusters Score -2652838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2652837.750000 Penalty: 4926.814941
	Iteration 43Q: 3 clusters Score -2652838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2652835.750000 Penalty: 4926.814941
	Iteration 44Q: 3 clusters Score -2652836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2652835.500000 Penalty: 4926.814941
	Iteration 45Q: 3 clusters Score -2652836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2652840.000000 Penalty: 4926.814941
	Iteration 46Q: 3 clusters Score -2652840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2652840.750000 Penalty: 4926.814941
	Iteration 47Q: 3 clusters Score -2652841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2652839.250000 Penalty: 4926.814941
	Iteration 48Q: 3 clusters Score -2652839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2652844.750000 Penalty: 4926.814941
	Iteration 49Q: 3 clusters Score -2652845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2652845.250000 Penalty: 4926.814941
	Iteration 50Q: 3 clusters Score -2652845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2652846.750000 Penalty: 4926.814941
	Iteration 51Q: 3 clusters Score -2652847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2652851.250000 Penalty: 4926.814941
	Iteration 52Q: 3 clusters Score -2652851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2652852.000000 Penalty: 4926.814941
	Iteration 53Q: 3 clusters Score -2652852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2652859.250000 Penalty: 4926.814941
	Iteration 54Q: 3 clusters Score -2652859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2652866.250000 Penalty: 4926.814941
	Iteration 55Q: 3 clusters Score -2652866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2652863.750000 Penalty: 4926.814941
	Iteration 56Q: 3 clusters Score -2652864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2652868.750000 Penalty: 4926.814941
	Iteration 57Q: 3 clusters Score -2652869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2652867.750000 Penalty: 4926.814941
	Iteration 58Q: 3 clusters Score -2652868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2652870.250000 Penalty: 4926.814941
	Iteration 59Q: 3 clusters Score -2652870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2652873.500000 Penalty: 4926.814941
	Iteration 60F: 3 clusters Score -2652874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2652876.250000 Penalty: 4926.814941
	Iteration 61Q: 3 clusters Score -2652876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2652874.000000 Penalty: 4926.814941
	Iteration 62Q: 3 clusters Score -2652874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2652878.750000 Penalty: 4926.814941
	Iteration 63Q: 3 clusters Score -2652879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2652883.000000 Penalty: 4926.814941
	Iteration 64Q: 3 clusters Score -2652883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2652882.500000 Penalty: 4926.814941
	Iteration 65Q: 3 clusters Score -2652882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2652887.000000 Penalty: 4926.814941
	Iteration 66Q: 3 clusters Score -2652887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2652892.000000 Penalty: 4926.814941
	Iteration 67Q: 3 clusters Score -2652892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2652895.250000 Penalty: 4926.814941
	Iteration 68Q: 3 clusters Score -2652895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2652896.500000 Penalty: 4926.814941
	Iteration 69Q: 3 clusters Score -2652896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2652902.000000 Penalty: 4926.814941
	Iteration 70Q: 3 clusters Score -2652902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2652905.500000 Penalty: 4926.814941
	Iteration 71Q: 3 clusters Score -2652906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2652906.500000 Penalty: 4926.814941
	Iteration 72Q: 3 clusters Score -2652906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2652906.500000 Penalty: 4926.814941
	Iteration 73Q: 3 clusters Score -2652906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2652905.750000 Penalty: 4926.814941
	Iteration 74Q: 3 clusters Score -2652906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2652907.500000 Penalty: 4926.814941
	Iteration 75Q: 3 clusters Score -2652908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2652909.000000 Penalty: 4926.814941
	Iteration 76Q: 3 clusters Score -2652909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2652913.000000 Penalty: 4926.814941
	Iteration 77Q: 3 clusters Score -2652913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2652909.000000 Penalty: 4926.814941
	Iteration 78Q: 3 clusters Score -2652909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2652912.250000 Penalty: 4926.814941
	Iteration 79Q: 3 clusters Score -2652912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2652909.000000 Penalty: 4926.814941
	Iteration 80F: 3 clusters Score -2652909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2652908.250000 Penalty: 4926.814941
	Iteration 81Q: 3 clusters Score -2652908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2652911.500000 Penalty: 4926.814941
	Iteration 82Q: 3 clusters Score -2652912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2652911.500000 Penalty: 4926.814941
	Iteration 83Q: 3 clusters Score -2652912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2652913.500000 Penalty: 4926.814941
	Iteration 84Q: 3 clusters Score -2652914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2652914.500000 Penalty: 4926.814941
	Iteration 85Q: 3 clusters Score -2652914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2652911.250000 Penalty: 4926.814941
	Iteration 86Q: 3 clusters Score -2652911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2652909.750000 Penalty: 4926.814941
	Iteration 87Q: 3 clusters Score -2652910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2652915.500000 Penalty: 4926.814941
	Iteration 88Q: 3 clusters Score -2652916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2652918.500000 Penalty: 4926.814941
	Iteration 89Q: 3 clusters Score -2652918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2652921.250000 Penalty: 4926.814941
	Iteration 90Q: 3 clusters Score -2652921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2652921.250000 Penalty: 4926.814941
	Iteration 91Q: 3 clusters Score -2652921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2652920.750000 Penalty: 4926.814941
	Iteration 92Q: 3 clusters Score -2652921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2652920.500000 Penalty: 4926.814941
	Iteration 93Q: 3 clusters Score -2652920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2652920.000000 Penalty: 4926.814941
	Iteration 94Q: 3 clusters Score -2652920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2652919.250000 Penalty: 4926.814941
	Iteration 95Q: 3 clusters Score -2652919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2652923.000000 Penalty: 4926.814941
	Iteration 96Q: 3 clusters Score -2652923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2652920.250000 Penalty: 4926.814941
	Iteration 97Q: 3 clusters Score -2652920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2652922.750000 Penalty: 4926.814941
	Iteration 98Q: 3 clusters Score -2652923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2652925.000000 Penalty: 4926.814941
	Iteration 99Q: 3 clusters Score -2652925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2652925.250000 Penalty: 4926.814941
	Iteration 100F: 3 clusters Score -2652925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2652925.500000 Penalty: 4926.814941
	Iteration 101Q: 3 clusters Score -2652926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2652923.250000 Penalty: 4926.814941
	Iteration 102Q: 3 clusters Score -2652923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2652926.250000 Penalty: 4926.814941
	Iteration 103Q: 3 clusters Score -2652926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2652926.250000 Penalty: 4926.814941
	Iteration 104Q: 3 clusters Score -2652926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2652928.250000 Penalty: 4926.814941
	Iteration 105Q: 3 clusters Score -2652928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2652926.500000 Penalty: 4926.814941
	Iteration 106Q: 3 clusters Score -2652926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2652928.250000 Penalty: 4926.814941
	Iteration 107Q: 3 clusters Score -2652928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2652929.000000 Penalty: 4926.814941
	Iteration 108Q: 3 clusters Score -2652929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2652929.000000 Penalty: 4926.814941
	Iteration 109F: 3 clusters Score -2652929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Entering Unmasked Estep 
Score: -1495798.750000 Penalty: 2339.880615
	Iteration 0F: 2 clusters Score -1495799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1486514.750000 Penalty: 4679.761230
	Iteration 0F: 3 clusters Score -1486515 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1489440.125000 Penalty: 4679.761230
	Iteration 1F: 3 clusters Score -1489440 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1489922.625000 Penalty: 4679.761230
	Iteration 2F: 3 clusters Score -1489923 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1490381.125000 Penalty: 4679.761230
	Iteration 3F: 3 clusters Score -1490381 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1490894.750000 Penalty: 4679.761230
	Iteration 4F: 3 clusters Score -1490895 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1491570.750000 Penalty: 4679.761230
	Iteration 5F: 3 clusters Score -1491571 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1492330.500000 Penalty: 4679.761230
	Iteration 6F: 3 clusters Score -1492330 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1493143.375000 Penalty: 4679.761230
	Iteration 7F: 3 clusters Score -1493143 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1493899.750000 Penalty: 4679.761230
	Iteration 8F: 3 clusters Score -1493900 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1494553.250000 Penalty: 4679.761230
	Iteration 9F: 3 clusters Score -1494553 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1495004.375000 Penalty: 4679.761230
	Iteration 10Q: 3 clusters Score -1495004 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1495250.375000 Penalty: 4679.761230
	Iteration 11Q: 3 clusters Score -1495250 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1495343.625000 Penalty: 4679.761230
	Iteration 12Q: 3 clusters Score -1495344 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1495373.750000 Penalty: 4679.761230
	Iteration 13Q: 3 clusters Score -1495374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1495388.375000 Penalty: 4679.761230
	Iteration 14Q: 3 clusters Score -1495388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1495396.750000 Penalty: 4679.761230
	Iteration 15Q: 3 clusters Score -1495397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1495412.875000 Penalty: 4679.761230
	Iteration 16Q: 3 clusters Score -1495413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1495416.625000 Penalty: 4679.761230
	Iteration 17Q: 3 clusters Score -1495417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1495422.875000 Penalty: 4679.761230
	Iteration 18Q: 3 clusters Score -1495423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1495429.250000 Penalty: 4679.761230
	Iteration 19Q: 3 clusters Score -1495429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1495437.375000 Penalty: 4679.761230
	Iteration 20F: 3 clusters Score -1495437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1495436.375000 Penalty: 4679.761230
	Iteration 21Q: 3 clusters Score -1495436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1495438.625000 Penalty: 4679.761230
	Iteration 22Q: 3 clusters Score -1495439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1495443.875000 Penalty: 4679.761230
	Iteration 23Q: 3 clusters Score -1495444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1495443.750000 Penalty: 4679.761230
	Iteration 24Q: 3 clusters Score -1495444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1495449.500000 Penalty: 4679.761230
	Iteration 25Q: 3 clusters Score -1495450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1495451.750000 Penalty: 4679.761230
	Iteration 26Q: 3 clusters Score -1495452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1495454.500000 Penalty: 4679.761230
	Iteration 27Q: 3 clusters Score -1495454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1495452.250000 Penalty: 4679.761230
	Iteration 28Q: 3 clusters Score -1495452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1495451.000000 Penalty: 4679.761230
	Iteration 29Q: 3 clusters Score -1495451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1495457.875000 Penalty: 4679.761230
	Iteration 30Q: 3 clusters Score -1495458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1495459.375000 Penalty: 4679.761230
	Iteration 31Q: 3 clusters Score -1495459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1495463.625000 Penalty: 4679.761230
	Iteration 32Q: 3 clusters Score -1495464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1495462.500000 Penalty: 4679.761230
	Iteration 33Q: 3 clusters Score -1495462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1495463.875000 Penalty: 4679.761230
	Iteration 34Q: 3 clusters Score -1495464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1495462.375000 Penalty: 4679.761230
	Iteration 35Q: 3 clusters Score -1495462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1495463.750000 Penalty: 4679.761230
	Iteration 36Q: 3 clusters Score -1495464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1495465.125000 Penalty: 4679.761230
	Iteration 37Q: 3 clusters Score -1495465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1495464.125000 Penalty: 4679.761230
	Iteration 38Q: 3 clusters Score -1495464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1495464.125000 Penalty: 4679.761230
	Iteration 39F: 3 clusters Score -1495464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Entering Unmasked Estep 
Score: -1994580.625000 Penalty: 2423.670898
	Iteration 0F: 2 clusters Score -1994581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1982139.750000 Penalty: 4847.341797
	Iteration 0F: 3 clusters Score -1982140 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1986564.875000 Penalty: 4847.341797
	Iteration 1F: 3 clusters Score -1986565 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1987819.625000 Penalty: 4847.341797
	Iteration 2F: 3 clusters Score -1987820 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1989461.250000 Penalty: 4847.341797
	Iteration 3F: 3 clusters Score -1989461 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1990975.250000 Penalty: 4847.341797
	Iteration 4F: 3 clusters Score -1990975 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1991947.000000 Penalty: 4847.341797
	Iteration 5F: 3 clusters Score -1991947 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1992591.625000 Penalty: 4847.341797
	Iteration 6F: 3 clusters Score -1992592 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1993088.375000 Penalty: 4847.341797
	Iteration 7Q: 3 clusters Score -1993088 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1993525.625000 Penalty: 4847.341797
	Iteration 8Q: 3 clusters Score -1993526 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1994032.375000 Penalty: 4847.341797
	Iteration 9Q: 3 clusters Score -1994032 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1994641.500000 Penalty: 4847.341797
	Iteration 10Q: 3 clusters Score -1994642 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1995163.000000 Penalty: 4847.341797
	Iteration 11Q: 3 clusters Score -1995163 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1995500.875000 Penalty: 4847.341797
	Iteration 12Q: 3 clusters Score -1995501 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1995743.250000 Penalty: 4847.341797
	Iteration 13Q: 3 clusters Score -1995743 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1995950.875000 Penalty: 4847.341797
	Iteration 14Q: 3 clusters Score -1995951 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1996081.000000 Penalty: 4847.341797
	Iteration 15Q: 3 clusters Score -1996081 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1996154.500000 Penalty: 4847.341797
	Iteration 16Q: 3 clusters Score -1996154 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1996211.625000 Penalty: 4847.341797
	Iteration 17Q: 3 clusters Score -1996212 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1996255.000000 Penalty: 4847.341797
	Iteration 18Q: 3 clusters Score -1996255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1996300.250000 Penalty: 4847.341797
	Iteration 19Q: 3 clusters Score -1996300 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1996343.000000 Penalty: 4847.341797
	Iteration 20F: 3 clusters Score -1996343 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1996386.500000 Penalty: 4847.341797
	Iteration 21Q: 3 clusters Score -1996386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1996416.750000 Penalty: 4847.341797
	Iteration 22Q: 3 clusters Score -1996417 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1996447.250000 Penalty: 4847.341797
	Iteration 23Q: 3 clusters Score -1996447 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1996472.250000 Penalty: 4847.341797
	Iteration 24Q: 3 clusters Score -1996472 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1996502.875000 Penalty: 4847.341797
	Iteration 25Q: 3 clusters Score -1996503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1996525.375000 Penalty: 4847.341797
	Iteration 26Q: 3 clusters Score -1996525 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1996546.625000 Penalty: 4847.341797
	Iteration 27Q: 3 clusters Score -1996547 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1996560.250000 Penalty: 4847.341797
	Iteration 28Q: 3 clusters Score -1996560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1996572.750000 Penalty: 4847.341797
	Iteration 29Q: 3 clusters Score -1996573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1996579.250000 Penalty: 4847.341797
	Iteration 30Q: 3 clusters Score -1996579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1996586.625000 Penalty: 4847.341797
	Iteration 31Q: 3 clusters Score -1996587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1996587.750000 Penalty: 4847.341797
	Iteration 32Q: 3 clusters Score -1996588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1996591.250000 Penalty: 4847.341797
	Iteration 33Q: 3 clusters Score -1996591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1996588.125000 Penalty: 4847.341797
	Iteration 34Q: 3 clusters Score -1996588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1996593.000000 Penalty: 4847.341797
	Iteration 35Q: 3 clusters Score -1996593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1996598.000000 Penalty: 4847.341797
	Iteration 36Q: 3 clusters Score -1996598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1996595.750000 Penalty: 4847.341797
	Iteration 37Q: 3 clusters Score -1996596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1996595.750000 Penalty: 4847.341797
	Iteration 38Q: 3 clusters Score -1996596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1996595.750000 Penalty: 4847.341797
	Iteration 39Q: 3 clusters Score -1996596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1996598.250000 Penalty: 4847.341797
	Iteration 40F: 3 clusters Score -1996598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1996595.875000 Penalty: 4847.341797
	Iteration 41Q: 3 clusters Score -1996596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1996595.000000 Penalty: 4847.341797
	Iteration 42Q: 3 clusters Score -1996595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1996597.500000 Penalty: 4847.341797
	Iteration 43Q: 3 clusters Score -1996598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1996598.250000 Penalty: 4847.341797
	Iteration 44Q: 3 clusters Score -1996598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1996598.250000 Penalty: 4847.341797
	Iteration 45F: 3 clusters Score -1996598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 9243 members 
Mstep: Class 3 contains 26716 members 
Mstep: Class 4 contains 13880 members 
Mstep: Class 5 contains 159873 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 16435 members 
Mstep: Class 10 contains 295627 members 
Mstep: Class 11 contains 20519 members 
Mstep: Class 12 contains 17235 members 
Mstep: Class 13 contains 1323 members 
Mstep: Class 14 contains 20601 members 
Mstep: Class 15 contains 12519 members 
Mstep: Class 16 contains 4049 members 
Mstep: Class 17 contains 144457 members 
Mstep: Class 18 contains 22718 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 101644 members 
Mstep: Class 21 contains 154056 members 
Mstep: Class 22 contains 33437 members 
Mstep: Class 23 contains 124591 members 
Mstep: Class 24 contains 2980 members 
Mstep: Class 25 contains 482 members 
Mstep: Class 26 contains 13502 members 
Entering Unmasked Estep 
Score: -157645536.000000 Penalty: 90601.179688
Splitting cluster 16 changes total score from -157642208.000000 to -157645536.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (144457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Entering Unmasked Estep 
Score: -18135360.000000 Penalty: 2946.422852
	Iteration 0F: 2 clusters Score -1.813536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72304 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -18040438.000000 Penalty: 5892.845703
	Iteration 0F: 3 clusters Score -1.804044e+07 nChanged 68868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73246 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -18080390.000000 Penalty: 5892.845703
	Iteration 1F: 3 clusters Score -1.808039e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -18081678.000000 Penalty: 5892.845703
	Iteration 2Q: 3 clusters Score -1.808168e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -18083598.000000 Penalty: 5892.845703
	Iteration 3Q: 3 clusters Score -1.80836e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -18086742.000000 Penalty: 5892.845703
	Iteration 4Q: 3 clusters Score -1.808674e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -18090498.000000 Penalty: 5892.845703
	Iteration 5Q: 3 clusters Score -1.80905e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -18094736.000000 Penalty: 5892.845703
	Iteration 6F: 3 clusters Score -1.809474e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -18099882.000000 Penalty: 5892.845703
	Iteration 7F: 3 clusters Score -1.809988e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -18106072.000000 Penalty: 5892.845703
	Iteration 8F: 3 clusters Score -1.810607e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -18112728.000000 Penalty: 5892.845703
	Iteration 9F: 3 clusters Score -1.811273e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -18120010.000000 Penalty: 5892.845703
	Iteration 10F: 3 clusters Score -1.812001e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -18127576.000000 Penalty: 5892.845703
	Iteration 11F: 3 clusters Score -1.812758e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -18135400.000000 Penalty: 5892.845703
	Iteration 12F: 3 clusters Score -1.81354e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 88379 members 
Entering Unmasked Estep 
Score: -18142300.000000 Penalty: 5892.845703
	Iteration 13F: 3 clusters Score -1.81423e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -18147128.000000 Penalty: 5892.845703
	Iteration 14Q: 3 clusters Score -1.814713e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 96476 members 
Entering Unmasked Estep 
Score: -18151426.000000 Penalty: 5892.845703
	Iteration 15Q: 3 clusters Score -1.815143e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 99981 members 
Entering Unmasked Estep 
Score: -18155358.000000 Penalty: 5892.845703
	Iteration 16Q: 3 clusters Score -1.815536e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 102903 members 
Entering Unmasked Estep 
Score: -18158762.000000 Penalty: 5892.845703
	Iteration 17Q: 3 clusters Score -1.815876e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 105224 members 
Entering Unmasked Estep 
Score: -18160868.000000 Penalty: 5892.845703
	Iteration 18Q: 3 clusters Score -1.816087e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 106979 members 
Entering Unmasked Estep 
Score: -18161742.000000 Penalty: 5892.845703
	Iteration 19Q: 3 clusters Score -1.816174e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 108213 members 
Entering Unmasked Estep 
Score: -18162180.000000 Penalty: 5892.845703
	Iteration 20F: 3 clusters Score -1.816218e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 109163 members 
Entering Unmasked Estep 
Score: -18162378.000000 Penalty: 5892.845703
	Iteration 21Q: 3 clusters Score -1.816238e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 109859 members 
Entering Unmasked Estep 
Score: -18162574.000000 Penalty: 5892.845703
	Iteration 22Q: 3 clusters Score -1.816257e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -18162684.000000 Penalty: 5892.845703
	Iteration 23Q: 3 clusters Score -1.816268e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 110849 members 
Entering Unmasked Estep 
Score: -18162716.000000 Penalty: 5892.845703
	Iteration 24Q: 3 clusters Score -1.816272e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -18162742.000000 Penalty: 5892.845703
	Iteration 25Q: 3 clusters Score -1.816274e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 111470 members 
Entering Unmasked Estep 
Score: -18162850.000000 Penalty: 5892.845703
	Iteration 26Q: 3 clusters Score -1.816285e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 111717 members 
Entering Unmasked Estep 
Score: -18162808.000000 Penalty: 5892.845703
	Iteration 27Q: 3 clusters Score -1.816281e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -18162812.000000 Penalty: 5892.845703
	Iteration 28Q: 3 clusters Score -1.816281e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 112082 members 
Entering Unmasked Estep 
Score: -18162836.000000 Penalty: 5892.845703
	Iteration 29Q: 3 clusters Score -1.816284e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 112237 members 
Entering Unmasked Estep 
Score: -18162812.000000 Penalty: 5892.845703
	Iteration 30Q: 3 clusters Score -1.816281e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 112349 members 
Entering Unmasked Estep 
Score: -18162820.000000 Penalty: 5892.845703
	Iteration 31Q: 3 clusters Score -1.816282e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 112448 members 
Entering Unmasked Estep 
Score: -18162830.000000 Penalty: 5892.845703
	Iteration 32Q: 3 clusters Score -1.816283e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 112526 members 
Entering Unmasked Estep 
Score: -18162824.000000 Penalty: 5892.845703
	Iteration 33Q: 3 clusters Score -1.816282e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 112602 members 
Entering Unmasked Estep 
Score: -18162838.000000 Penalty: 5892.845703
	Iteration 34Q: 3 clusters Score -1.816284e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 112664 members 
Entering Unmasked Estep 
Score: -18162806.000000 Penalty: 5892.845703
	Iteration 35Q: 3 clusters Score -1.816281e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 112730 members 
Entering Unmasked Estep 
Score: -18162806.000000 Penalty: 5892.845703
	Iteration 36Q: 3 clusters Score -1.816281e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 112787 members 
Entering Unmasked Estep 
Score: -18162816.000000 Penalty: 5892.845703
	Iteration 37Q: 3 clusters Score -1.816282e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 112842 members 
Entering Unmasked Estep 
Score: -18162840.000000 Penalty: 5892.845703
	Iteration 38Q: 3 clusters Score -1.816284e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 112896 members 
Entering Unmasked Estep 
Score: -18162856.000000 Penalty: 5892.845703
	Iteration 39Q: 3 clusters Score -1.816286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 112931 members 
Entering Unmasked Estep 
Score: -18162860.000000 Penalty: 5892.845703
	Iteration 40F: 3 clusters Score -1.816286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 112962 members 
Entering Unmasked Estep 
Score: -18162848.000000 Penalty: 5892.845703
	Iteration 41Q: 3 clusters Score -1.816285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 112995 members 
Entering Unmasked Estep 
Score: -18162844.000000 Penalty: 5892.845703
	Iteration 42Q: 3 clusters Score -1.816284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 113021 members 
Entering Unmasked Estep 
Score: -18162856.000000 Penalty: 5892.845703
	Iteration 43Q: 3 clusters Score -1.816286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 113040 members 
Entering Unmasked Estep 
Score: -18162842.000000 Penalty: 5892.845703
	Iteration 44Q: 3 clusters Score -1.816284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 113059 members 
Entering Unmasked Estep 
Score: -18162836.000000 Penalty: 5892.845703
	Iteration 45Q: 3 clusters Score -1.816284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 113083 members 
Entering Unmasked Estep 
Score: -18162820.000000 Penalty: 5892.845703
	Iteration 46Q: 3 clusters Score -1.816282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 113102 members 
Entering Unmasked Estep 
Score: -18162798.000000 Penalty: 5892.845703
	Iteration 47Q: 3 clusters Score -1.81628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 113116 members 
Entering Unmasked Estep 
Score: -18162780.000000 Penalty: 5892.845703
	Iteration 48Q: 3 clusters Score -1.816278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 113126 members 
Entering Unmasked Estep 
Score: -18162780.000000 Penalty: 5892.845703
	Iteration 49Q: 3 clusters Score -1.816278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 113134 members 
Entering Unmasked Estep 
Score: -18162780.000000 Penalty: 5892.845703
	Iteration 50Q: 3 clusters Score -1.816278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 113136 members 
Entering Unmasked Estep 
Score: -18162780.000000 Penalty: 5892.845703
	Iteration 51Q: 3 clusters Score -1.816278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 113136 members 
Entering Unmasked Estep 
Score: -18162780.000000 Penalty: 5892.845703
	Iteration 52F: 3 clusters Score -1.816278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 9243 members 
Mstep: Class 3 contains 26716 members 
Mstep: Class 4 contains 13880 members 
Mstep: Class 5 contains 159873 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 16435 members 
Mstep: Class 10 contains 295627 members 
Mstep: Class 11 contains 20519 members 
Mstep: Class 12 contains 17235 members 
Mstep: Class 13 contains 1323 members 
Mstep: Class 14 contains 20601 members 
Mstep: Class 15 contains 12519 members 
Mstep: Class 16 contains 4049 members 
Mstep: Class 17 contains 31321 members 
Mstep: Class 18 contains 22718 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 101644 members 
Mstep: Class 21 contains 154056 members 
Mstep: Class 22 contains 33437 members 
Mstep: Class 23 contains 124591 members 
Mstep: Class 24 contains 2980 members 
Mstep: Class 25 contains 482 members 
Mstep: Class 26 contains 13502 members 
Mstep: Class 27 contains 113136 members 
Entering Unmasked Estep 
Score: -157669424.000000 Penalty: 94085.835938
Splitting cluster 17 changes total score from -157642208.000000 to -157669424.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (22718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Entering Unmasked Estep 
Score: -2826881.250000 Penalty: 2487.666260
	Iteration 0F: 2 clusters Score -2826881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2811112.750000 Penalty: 4975.332520
	Iteration 0F: 3 clusters Score -2811113 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2816968.250000 Penalty: 4975.332520
	Iteration 1F: 3 clusters Score -2816968 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2818125.500000 Penalty: 4975.332520
	Iteration 2F: 3 clusters Score -2818126 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2819829.750000 Penalty: 4975.332520
	Iteration 3F: 3 clusters Score -2819830 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2822151.250000 Penalty: 4975.332520
	Iteration 4F: 3 clusters Score -2822151 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2824170.750000 Penalty: 4975.332520
	Iteration 5F: 3 clusters Score -2824171 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2825656.000000 Penalty: 4975.332520
	Iteration 6F: 3 clusters Score -2825656 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2827101.750000 Penalty: 4975.332520
	Iteration 7Q: 3 clusters Score -2827102 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2828549.000000 Penalty: 4975.332520
	Iteration 8Q: 3 clusters Score -2828549 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2829342.000000 Penalty: 4975.332520
	Iteration 9Q: 3 clusters Score -2829342 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2829695.000000 Penalty: 4975.332520
	Iteration 10Q: 3 clusters Score -2829695 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2829839.750000 Penalty: 4975.332520
	Iteration 11Q: 3 clusters Score -2829840 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2829896.250000 Penalty: 4975.332520
	Iteration 12Q: 3 clusters Score -2829896 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2829930.250000 Penalty: 4975.332520
	Iteration 13Q: 3 clusters Score -2829930 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2829948.000000 Penalty: 4975.332520
	Iteration 14Q: 3 clusters Score -2829948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2829960.250000 Penalty: 4975.332520
	Iteration 15Q: 3 clusters Score -2829960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2829964.250000 Penalty: 4975.332520
	Iteration 16Q: 3 clusters Score -2829964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2829964.500000 Penalty: 4975.332520
	Iteration 17Q: 3 clusters Score -2829964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2829962.500000 Penalty: 4975.332520
	Iteration 18Q: 3 clusters Score -2829962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2829965.500000 Penalty: 4975.332520
	Iteration 19Q: 3 clusters Score -2829966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2829969.500000 Penalty: 4975.332520
	Iteration 20F: 3 clusters Score -2829970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2829967.500000 Penalty: 4975.332520
	Iteration 21Q: 3 clusters Score -2829968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2829968.250000 Penalty: 4975.332520
	Iteration 22Q: 3 clusters Score -2829968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2829968.250000 Penalty: 4975.332520
	Iteration 23F: 3 clusters Score -2829968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 9243 members 
Mstep: Class 3 contains 26716 members 
Mstep: Class 4 contains 13880 members 
Mstep: Class 5 contains 159873 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 16435 members 
Mstep: Class 10 contains 295627 members 
Mstep: Class 11 contains 20519 members 
Mstep: Class 12 contains 17235 members 
Mstep: Class 13 contains 1323 members 
Mstep: Class 14 contains 20601 members 
Mstep: Class 15 contains 12519 members 
Mstep: Class 16 contains 4049 members 
Mstep: Class 17 contains 31321 members 
Mstep: Class 18 contains 7040 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 101644 members 
Mstep: Class 21 contains 154056 members 
Mstep: Class 22 contains 33437 members 
Mstep: Class 23 contains 124591 members 
Mstep: Class 24 contains 2980 members 
Mstep: Class 25 contains 482 members 
Mstep: Class 26 contains 13502 members 
Mstep: Class 27 contains 113136 members 
Mstep: Class 28 contains 15678 members 
Entering Unmasked Estep 
Score: -157671552.000000 Penalty: 97570.500000
Splitting cluster 18 changes total score from -157642208.000000 to -157671552.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (5848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Entering Unmasked Estep 
Score: -690134.000000 Penalty: 2151.115967
	Iteration 0F: 2 clusters Score -690134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -685158.062500 Penalty: 4302.231934
	Iteration 0F: 3 clusters Score -685158.1 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -686549.687500 Penalty: 4302.231934
	Iteration 1F: 3 clusters Score -686549.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -686945.312500 Penalty: 4302.231934
	Iteration 2F: 3 clusters Score -686945.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -687251.375000 Penalty: 4302.231934
	Iteration 3F: 3 clusters Score -687251.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -687507.687500 Penalty: 4302.231934
	Iteration 4F: 3 clusters Score -687507.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -687729.500000 Penalty: 4302.231934
	Iteration 5Q: 3 clusters Score -687729.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -687911.187500 Penalty: 4302.231934
	Iteration 6Q: 3 clusters Score -687911.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -688085.437500 Penalty: 4302.231934
	Iteration 7Q: 3 clusters Score -688085.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -688243.937500 Penalty: 4302.231934
	Iteration 8Q: 3 clusters Score -688243.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -688376.437500 Penalty: 4302.231934
	Iteration 9Q: 3 clusters Score -688376.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -688462.812500 Penalty: 4302.231934
	Iteration 10Q: 3 clusters Score -688462.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -688531.000000 Penalty: 4302.231934
	Iteration 11Q: 3 clusters Score -688531 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -688588.875000 Penalty: 4302.231934
	Iteration 12Q: 3 clusters Score -688588.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -688629.312500 Penalty: 4302.231934
	Iteration 13Q: 3 clusters Score -688629.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -688657.250000 Penalty: 4302.231934
	Iteration 14Q: 3 clusters Score -688657.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -688688.687500 Penalty: 4302.231934
	Iteration 15Q: 3 clusters Score -688688.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -688714.375000 Penalty: 4302.231934
	Iteration 16Q: 3 clusters Score -688714.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -688724.625000 Penalty: 4302.231934
	Iteration 17Q: 3 clusters Score -688724.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -688731.625000 Penalty: 4302.231934
	Iteration 18Q: 3 clusters Score -688731.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -688740.875000 Penalty: 4302.231934
	Iteration 19Q: 3 clusters Score -688740.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -688747.312500 Penalty: 4302.231934
	Iteration 20F: 3 clusters Score -688747.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -688752.187500 Penalty: 4302.231934
	Iteration 21Q: 3 clusters Score -688752.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -688759.437500 Penalty: 4302.231934
	Iteration 22Q: 3 clusters Score -688759.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -688764.250000 Penalty: 4302.231934
	Iteration 23Q: 3 clusters Score -688764.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -688767.625000 Penalty: 4302.231934
	Iteration 24Q: 3 clusters Score -688767.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -688768.937500 Penalty: 4302.231934
	Iteration 25Q: 3 clusters Score -688768.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -688768.500000 Penalty: 4302.231934
	Iteration 26Q: 3 clusters Score -688768.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -688770.875000 Penalty: 4302.231934
	Iteration 27Q: 3 clusters Score -688770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -688770.750000 Penalty: 4302.231934
	Iteration 28Q: 3 clusters Score -688770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -688772.812500 Penalty: 4302.231934
	Iteration 29Q: 3 clusters Score -688772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -688772.562500 Penalty: 4302.231934
	Iteration 30Q: 3 clusters Score -688772.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -688775.187500 Penalty: 4302.231934
	Iteration 31Q: 3 clusters Score -688775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -688775.562500 Penalty: 4302.231934
	Iteration 32Q: 3 clusters Score -688775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -688774.625000 Penalty: 4302.231934
	Iteration 33Q: 3 clusters Score -688774.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -688774.625000 Penalty: 4302.231934
	Iteration 34F: 3 clusters Score -688774.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (101644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Entering Unmasked Estep 
Score: -12814809.000000 Penalty: 2859.249512
	Iteration 0F: 2 clusters Score -1.281481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -12746939.000000 Penalty: 5718.499023
	Iteration 0F: 3 clusters Score -1.274694e+07 nChanged 48066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -12774302.000000 Penalty: 5718.499023
	Iteration 1F: 3 clusters Score -1.27743e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -12775233.000000 Penalty: 5718.499023
	Iteration 2Q: 3 clusters Score -1.277523e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -12776398.000000 Penalty: 5718.499023
	Iteration 3Q: 3 clusters Score -1.27764e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -12777734.000000 Penalty: 5718.499023
	Iteration 4Q: 3 clusters Score -1.277773e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -12779238.000000 Penalty: 5718.499023
	Iteration 5Q: 3 clusters Score -1.277924e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -12781078.000000 Penalty: 5718.499023
	Iteration 6Q: 3 clusters Score -1.278108e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -12782996.000000 Penalty: 5718.499023
	Iteration 7Q: 3 clusters Score -1.2783e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -12784867.000000 Penalty: 5718.499023
	Iteration 8Q: 3 clusters Score -1.278487e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -12786451.000000 Penalty: 5718.499023
	Iteration 9Q: 3 clusters Score -1.278645e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -12787633.000000 Penalty: 5718.499023
	Iteration 10Q: 3 clusters Score -1.278763e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -12788742.000000 Penalty: 5718.499023
	Iteration 11Q: 3 clusters Score -1.278874e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -12789717.000000 Penalty: 5718.499023
	Iteration 12Q: 3 clusters Score -1.278972e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -12790901.000000 Penalty: 5718.499023
	Iteration 13Q: 3 clusters Score -1.27909e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -12792321.000000 Penalty: 5718.499023
	Iteration 14Q: 3 clusters Score -1.279232e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -12793927.000000 Penalty: 5718.499023
	Iteration 15Q: 3 clusters Score -1.279393e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -12795810.000000 Penalty: 5718.499023
	Iteration 16Q: 3 clusters Score -1.279581e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74179 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -12798075.000000 Penalty: 5718.499023
	Iteration 17Q: 3 clusters Score -1.279808e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -12800375.000000 Penalty: 5718.499023
	Iteration 18Q: 3 clusters Score -1.280038e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -12802832.000000 Penalty: 5718.499023
	Iteration 19Q: 3 clusters Score -1.280283e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -12805185.000000 Penalty: 5718.499023
	Iteration 20F: 3 clusters Score -1.280518e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -12807252.000000 Penalty: 5718.499023
	Iteration 21Q: 3 clusters Score -1.280725e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -12808884.000000 Penalty: 5718.499023
	Iteration 22Q: 3 clusters Score -1.280888e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -12810048.000000 Penalty: 5718.499023
	Iteration 23Q: 3 clusters Score -1.281005e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97797 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -12810809.000000 Penalty: 5718.499023
	Iteration 24Q: 3 clusters Score -1.281081e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -12811243.000000 Penalty: 5718.499023
	Iteration 25Q: 3 clusters Score -1.281124e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99361 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -12811565.000000 Penalty: 5718.499023
	Iteration 26Q: 3 clusters Score -1.281156e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99775 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12811803.000000 Penalty: 5718.499023
	Iteration 27Q: 3 clusters Score -1.28118e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100062 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -12811970.000000 Penalty: 5718.499023
	Iteration 28Q: 3 clusters Score -1.281197e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100258 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12812089.000000 Penalty: 5718.499023
	Iteration 29Q: 3 clusters Score -1.281209e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12812205.000000 Penalty: 5718.499023
	Iteration 30Q: 3 clusters Score -1.28122e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100522 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12812277.000000 Penalty: 5718.499023
	Iteration 31Q: 3 clusters Score -1.281228e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100602 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12812321.000000 Penalty: 5718.499023
	Iteration 32Q: 3 clusters Score -1.281232e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100665 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -12812387.000000 Penalty: 5718.499023
	Iteration 33Q: 3 clusters Score -1.281239e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12812409.000000 Penalty: 5718.499023
	Iteration 34Q: 3 clusters Score -1.281241e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12812435.000000 Penalty: 5718.499023
	Iteration 35Q: 3 clusters Score -1.281244e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100794 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -12812463.000000 Penalty: 5718.499023
	Iteration 36Q: 3 clusters Score -1.281246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100815 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12812485.000000 Penalty: 5718.499023
	Iteration 37Q: 3 clusters Score -1.281248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100832 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12812500.000000 Penalty: 5718.499023
	Iteration 38Q: 3 clusters Score -1.28125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100844 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12812508.000000 Penalty: 5718.499023
	Iteration 39Q: 3 clusters Score -1.281251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -12812522.000000 Penalty: 5718.499023
	Iteration 40F: 3 clusters Score -1.281252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100860 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12812527.000000 Penalty: 5718.499023
	Iteration 41Q: 3 clusters Score -1.281253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12812525.000000 Penalty: 5718.499023
	Iteration 42Q: 3 clusters Score -1.281252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12812543.000000 Penalty: 5718.499023
	Iteration 43Q: 3 clusters Score -1.281254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12812540.000000 Penalty: 5718.499023
	Iteration 44Q: 3 clusters Score -1.281254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12812543.000000 Penalty: 5718.499023
	Iteration 45Q: 3 clusters Score -1.281254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12812534.000000 Penalty: 5718.499023
	Iteration 46Q: 3 clusters Score -1.281253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12812535.000000 Penalty: 5718.499023
	Iteration 47Q: 3 clusters Score -1.281254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -12812540.000000 Penalty: 5718.499023
	Iteration 48Q: 3 clusters Score -1.281254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100879 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12812542.000000 Penalty: 5718.499023
	Iteration 49Q: 3 clusters Score -1.281254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -12812548.000000 Penalty: 5718.499023
	Iteration 50Q: 3 clusters Score -1.281255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -12812545.000000 Penalty: 5718.499023
	Iteration 51Q: 3 clusters Score -1.281254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100881 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12812546.000000 Penalty: 5718.499023
	Iteration 52Q: 3 clusters Score -1.281255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100882 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12812550.000000 Penalty: 5718.499023
	Iteration 53Q: 3 clusters Score -1.281255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100883 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -12812557.000000 Penalty: 5718.499023
	Iteration 54Q: 3 clusters Score -1.281256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100885 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12812563.000000 Penalty: 5718.499023
	Iteration 55Q: 3 clusters Score -1.281256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100888 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12812552.000000 Penalty: 5718.499023
	Iteration 56Q: 3 clusters Score -1.281255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -12812550.000000 Penalty: 5718.499023
	Iteration 57Q: 3 clusters Score -1.281255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -12812555.000000 Penalty: 5718.499023
	Iteration 58Q: 3 clusters Score -1.281256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100893 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12812555.000000 Penalty: 5718.499023
	Iteration 59Q: 3 clusters Score -1.281256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100893 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12812557.000000 Penalty: 5718.499023
	Iteration 60F: 3 clusters Score -1.281256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100894 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -12812555.000000 Penalty: 5718.499023
	Iteration 61Q: 3 clusters Score -1.281256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100894 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -12812555.000000 Penalty: 5718.499023
	Iteration 62F: 3 clusters Score -1.281256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (154056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154056 members 
Entering Unmasked Estep 
Score: -19583356.000000 Penalty: 2962.377686
	Iteration 0F: 2 clusters Score -1.958336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -19483968.000000 Penalty: 5924.755371
	Iteration 0F: 3 clusters Score -1.948397e+07 nChanged 73633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78573 members 
Mstep: Class 2 contains 75483 members 
Entering Unmasked Estep 
Score: -19526458.000000 Penalty: 5924.755371
	Iteration 1F: 3 clusters Score -1.952646e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 74457 members 
Entering Unmasked Estep 
Score: -19527566.000000 Penalty: 5924.755371
	Iteration 2Q: 3 clusters Score -1.952757e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81189 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -19528924.000000 Penalty: 5924.755371
	Iteration 3Q: 3 clusters Score -1.952892e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 70545 members 
Entering Unmasked Estep 
Score: -19530510.000000 Penalty: 5924.755371
	Iteration 4Q: 3 clusters Score -1.953051e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -19533096.000000 Penalty: 5924.755371
	Iteration 5Q: 3 clusters Score -1.95331e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91872 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -19537026.000000 Penalty: 5924.755371
	Iteration 6F: 3 clusters Score -1.953703e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98627 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -19542980.000000 Penalty: 5924.755371
	Iteration 7F: 3 clusters Score -1.954298e+07 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107038 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -19550012.000000 Penalty: 5924.755371
	Iteration 8F: 3 clusters Score -1.955001e+07 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116002 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -19557482.000000 Penalty: 5924.755371
	Iteration 9F: 3 clusters Score -1.955748e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124858 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -19564258.000000 Penalty: 5924.755371
	Iteration 10F: 3 clusters Score -1.956426e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132341 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -19569534.000000 Penalty: 5924.755371
	Iteration 11F: 3 clusters Score -1.956953e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138430 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -19573526.000000 Penalty: 5924.755371
	Iteration 12Q: 3 clusters Score -1.957353e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143056 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -19576128.000000 Penalty: 5924.755371
	Iteration 13Q: 3 clusters Score -1.957613e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146339 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -19577960.000000 Penalty: 5924.755371
	Iteration 14Q: 3 clusters Score -1.957796e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148680 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -19579004.000000 Penalty: 5924.755371
	Iteration 15Q: 3 clusters Score -1.9579e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150223 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -19579790.000000 Penalty: 5924.755371
	Iteration 16Q: 3 clusters Score -1.957979e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -19580256.000000 Penalty: 5924.755371
	Iteration 17Q: 3 clusters Score -1.958026e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151759 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -19580514.000000 Penalty: 5924.755371
	Iteration 18Q: 3 clusters Score -1.958051e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152157 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -19580650.000000 Penalty: 5924.755371
	Iteration 19Q: 3 clusters Score -1.958065e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152424 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -19580756.000000 Penalty: 5924.755371
	Iteration 20F: 3 clusters Score -1.958076e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152599 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -19580814.000000 Penalty: 5924.755371
	Iteration 21Q: 3 clusters Score -1.958081e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -19580880.000000 Penalty: 5924.755371
	Iteration 22Q: 3 clusters Score -1.958088e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152800 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -19580942.000000 Penalty: 5924.755371
	Iteration 23Q: 3 clusters Score -1.958094e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152859 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -19580970.000000 Penalty: 5924.755371
	Iteration 24Q: 3 clusters Score -1.958097e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152894 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -19580968.000000 Penalty: 5924.755371
	Iteration 25Q: 3 clusters Score -1.958097e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152928 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -19581016.000000 Penalty: 5924.755371
	Iteration 26Q: 3 clusters Score -1.958102e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152960 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -19581056.000000 Penalty: 5924.755371
	Iteration 27Q: 3 clusters Score -1.958106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152980 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -19581066.000000 Penalty: 5924.755371
	Iteration 28Q: 3 clusters Score -1.958107e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153001 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -19581078.000000 Penalty: 5924.755371
	Iteration 29Q: 3 clusters Score -1.958108e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153019 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -19581100.000000 Penalty: 5924.755371
	Iteration 30Q: 3 clusters Score -1.95811e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153038 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -19581126.000000 Penalty: 5924.755371
	Iteration 31Q: 3 clusters Score -1.958113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153045 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -19581136.000000 Penalty: 5924.755371
	Iteration 32Q: 3 clusters Score -1.958114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153055 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -19581138.000000 Penalty: 5924.755371
	Iteration 33Q: 3 clusters Score -1.958114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153070 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -19581138.000000 Penalty: 5924.755371
	Iteration 34Q: 3 clusters Score -1.958114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153078 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -19581122.000000 Penalty: 5924.755371
	Iteration 35Q: 3 clusters Score -1.958112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153082 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -19581118.000000 Penalty: 5924.755371
	Iteration 36Q: 3 clusters Score -1.958112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153085 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -19581112.000000 Penalty: 5924.755371
	Iteration 37Q: 3 clusters Score -1.958111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153089 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -19581118.000000 Penalty: 5924.755371
	Iteration 38Q: 3 clusters Score -1.958112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153093 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -19581126.000000 Penalty: 5924.755371
	Iteration 39Q: 3 clusters Score -1.958113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153095 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19581128.000000 Penalty: 5924.755371
	Iteration 40F: 3 clusters Score -1.958113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153099 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -19581138.000000 Penalty: 5924.755371
	Iteration 41Q: 3 clusters Score -1.958114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153103 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -19581130.000000 Penalty: 5924.755371
	Iteration 42Q: 3 clusters Score -1.958113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -19581126.000000 Penalty: 5924.755371
	Iteration 43Q: 3 clusters Score -1.958113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -19581126.000000 Penalty: 5924.755371
	Iteration 44F: 3 clusters Score -1.958113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Entering Unmasked Estep 
Score: -4055567.250000 Penalty: 2583.519775
	Iteration 0F: 2 clusters Score -4055567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -4032809.500000 Penalty: 5167.039551
	Iteration 0F: 3 clusters Score -4032810 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -4041519.250000 Penalty: 5167.039551
	Iteration 1F: 3 clusters Score -4041519 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4042430.250000 Penalty: 5167.039551
	Iteration 2F: 3 clusters Score -4042430 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4043421.500000 Penalty: 5167.039551
	Iteration 3F: 3 clusters Score -4043422 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -4044509.500000 Penalty: 5167.039551
	Iteration 4F: 3 clusters Score -4044510 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4045732.500000 Penalty: 5167.039551
	Iteration 5F: 3 clusters Score -4045732 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -4047139.750000 Penalty: 5167.039551
	Iteration 6F: 3 clusters Score -4047140 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -4048467.750000 Penalty: 5167.039551
	Iteration 7F: 3 clusters Score -4048468 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -4049675.500000 Penalty: 5167.039551
	Iteration 8F: 3 clusters Score -4049676 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -4050699.250000 Penalty: 5167.039551
	Iteration 9Q: 3 clusters Score -4050699 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4051604.000000 Penalty: 5167.039551
	Iteration 10Q: 3 clusters Score -4051604 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -4052272.750000 Penalty: 5167.039551
	Iteration 11Q: 3 clusters Score -4052273 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -4052838.250000 Penalty: 5167.039551
	Iteration 12Q: 3 clusters Score -4052838 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -4053220.000000 Penalty: 5167.039551
	Iteration 13Q: 3 clusters Score -4053220 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -4053458.750000 Penalty: 5167.039551
	Iteration 14Q: 3 clusters Score -4053459 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -4053588.000000 Penalty: 5167.039551
	Iteration 15Q: 3 clusters Score -4053588 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -4053706.750000 Penalty: 5167.039551
	Iteration 16Q: 3 clusters Score -4053707 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -4053784.750000 Penalty: 5167.039551
	Iteration 17Q: 3 clusters Score -4053785 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -4053836.500000 Penalty: 5167.039551
	Iteration 18Q: 3 clusters Score -4053836 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -4053879.000000 Penalty: 5167.039551
	Iteration 19Q: 3 clusters Score -4053879 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -4053919.500000 Penalty: 5167.039551
	Iteration 20F: 3 clusters Score -4053920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -4053941.000000 Penalty: 5167.039551
	Iteration 21Q: 3 clusters Score -4053941 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -4053984.750000 Penalty: 5167.039551
	Iteration 22Q: 3 clusters Score -4053985 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4053995.250000 Penalty: 5167.039551
	Iteration 23Q: 3 clusters Score -4053995 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -4054037.250000 Penalty: 5167.039551
	Iteration 24Q: 3 clusters Score -4054037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -4054069.750000 Penalty: 5167.039551
	Iteration 25Q: 3 clusters Score -4054070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4054120.500000 Penalty: 5167.039551
	Iteration 26Q: 3 clusters Score -4054120 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4054153.500000 Penalty: 5167.039551
	Iteration 27Q: 3 clusters Score -4054154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -4054180.250000 Penalty: 5167.039551
	Iteration 28Q: 3 clusters Score -4054180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4054210.750000 Penalty: 5167.039551
	Iteration 29Q: 3 clusters Score -4054211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4054219.500000 Penalty: 5167.039551
	Iteration 30Q: 3 clusters Score -4054220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4054237.750000 Penalty: 5167.039551
	Iteration 31Q: 3 clusters Score -4054238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -4054259.500000 Penalty: 5167.039551
	Iteration 32Q: 3 clusters Score -4054260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4054271.250000 Penalty: 5167.039551
	Iteration 33Q: 3 clusters Score -4054271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -4054278.500000 Penalty: 5167.039551
	Iteration 34Q: 3 clusters Score -4054278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4054274.750000 Penalty: 5167.039551
	Iteration 35Q: 3 clusters Score -4054275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4054289.000000 Penalty: 5167.039551
	Iteration 36Q: 3 clusters Score -4054289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -4054296.250000 Penalty: 5167.039551
	Iteration 37Q: 3 clusters Score -4054296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -4054299.500000 Penalty: 5167.039551
	Iteration 38Q: 3 clusters Score -4054300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -4054304.250000 Penalty: 5167.039551
	Iteration 39Q: 3 clusters Score -4054304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -4054308.750000 Penalty: 5167.039551
	Iteration 40F: 3 clusters Score -4054309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4054306.500000 Penalty: 5167.039551
	Iteration 41Q: 3 clusters Score -4054306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4054306.500000 Penalty: 5167.039551
	Iteration 42F: 3 clusters Score -4054306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (124591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124591 members 
Entering Unmasked Estep 
Score: -16039788.000000 Penalty: 2909.732422
	Iteration 0F: 2 clusters Score -1.603979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -15956840.000000 Penalty: 5819.464844
	Iteration 0F: 3 clusters Score -1.595684e+07 nChanged 59324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -15991183.000000 Penalty: 5819.464844
	Iteration 1F: 3 clusters Score -1.599118e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -15992568.000000 Penalty: 5819.464844
	Iteration 2Q: 3 clusters Score -1.599257e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -15994473.000000 Penalty: 5819.464844
	Iteration 3Q: 3 clusters Score -1.599447e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -15997408.000000 Penalty: 5819.464844
	Iteration 4Q: 3 clusters Score -1.599741e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -16001942.000000 Penalty: 5819.464844
	Iteration 5F: 3 clusters Score -1.600194e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -16007862.000000 Penalty: 5819.464844
	Iteration 6F: 3 clusters Score -1.600786e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -16014345.000000 Penalty: 5819.464844
	Iteration 7F: 3 clusters Score -1.601434e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101477 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -16020658.000000 Penalty: 5819.464844
	Iteration 8F: 3 clusters Score -1.602066e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108048 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -16025924.000000 Penalty: 5819.464844
	Iteration 9F: 3 clusters Score -1.602592e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113238 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -16030207.000000 Penalty: 5819.464844
	Iteration 10Q: 3 clusters Score -1.603021e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116814 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -16033190.000000 Penalty: 5819.464844
	Iteration 11Q: 3 clusters Score -1.603319e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118988 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -16035035.000000 Penalty: 5819.464844
	Iteration 12Q: 3 clusters Score -1.603504e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120302 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -16036088.000000 Penalty: 5819.464844
	Iteration 13Q: 3 clusters Score -1.603609e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121030 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -16036553.000000 Penalty: 5819.464844
	Iteration 14Q: 3 clusters Score -1.603655e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121495 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -16036852.000000 Penalty: 5819.464844
	Iteration 15Q: 3 clusters Score -1.603685e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121850 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -16037038.000000 Penalty: 5819.464844
	Iteration 16Q: 3 clusters Score -1.603704e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122134 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -16037140.000000 Penalty: 5819.464844
	Iteration 17Q: 3 clusters Score -1.603714e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122350 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -16037214.000000 Penalty: 5819.464844
	Iteration 18Q: 3 clusters Score -1.603721e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122503 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -16037262.000000 Penalty: 5819.464844
	Iteration 19Q: 3 clusters Score -1.603726e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122620 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -16037323.000000 Penalty: 5819.464844
	Iteration 20F: 3 clusters Score -1.603732e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122704 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -16037337.000000 Penalty: 5819.464844
	Iteration 21Q: 3 clusters Score -1.603734e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122782 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -16037370.000000 Penalty: 5819.464844
	Iteration 22Q: 3 clusters Score -1.603737e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122845 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -16037380.000000 Penalty: 5819.464844
	Iteration 23Q: 3 clusters Score -1.603738e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122903 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -16037375.000000 Penalty: 5819.464844
	Iteration 24Q: 3 clusters Score -1.603738e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122947 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -16037394.000000 Penalty: 5819.464844
	Iteration 25Q: 3 clusters Score -1.603739e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122980 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -16037415.000000 Penalty: 5819.464844
	Iteration 26Q: 3 clusters Score -1.603742e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16037421.000000 Penalty: 5819.464844
	Iteration 27Q: 3 clusters Score -1.603742e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123030 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -16037434.000000 Penalty: 5819.464844
	Iteration 28Q: 3 clusters Score -1.603743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123048 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -16037448.000000 Penalty: 5819.464844
	Iteration 29Q: 3 clusters Score -1.603745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123066 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -16037445.000000 Penalty: 5819.464844
	Iteration 30Q: 3 clusters Score -1.603744e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123082 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -16037423.000000 Penalty: 5819.464844
	Iteration 31Q: 3 clusters Score -1.603742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123097 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -16037426.000000 Penalty: 5819.464844
	Iteration 32Q: 3 clusters Score -1.603743e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123112 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -16037403.000000 Penalty: 5819.464844
	Iteration 33Q: 3 clusters Score -1.60374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123123 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -16037425.000000 Penalty: 5819.464844
	Iteration 34Q: 3 clusters Score -1.603742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123137 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -16037420.000000 Penalty: 5819.464844
	Iteration 35Q: 3 clusters Score -1.603742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123151 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -16037420.000000 Penalty: 5819.464844
	Iteration 36Q: 3 clusters Score -1.603742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123161 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -16037430.000000 Penalty: 5819.464844
	Iteration 37Q: 3 clusters Score -1.603743e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123177 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -16037426.000000 Penalty: 5819.464844
	Iteration 38Q: 3 clusters Score -1.603743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123194 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -16037424.000000 Penalty: 5819.464844
	Iteration 39Q: 3 clusters Score -1.603742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123212 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -16037441.000000 Penalty: 5819.464844
	Iteration 40F: 3 clusters Score -1.603744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123230 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -16037449.000000 Penalty: 5819.464844
	Iteration 41Q: 3 clusters Score -1.603745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123244 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -16037452.000000 Penalty: 5819.464844
	Iteration 42Q: 3 clusters Score -1.603745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123258 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -16037476.000000 Penalty: 5819.464844
	Iteration 43Q: 3 clusters Score -1.603748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -16037469.000000 Penalty: 5819.464844
	Iteration 44Q: 3 clusters Score -1.603747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123270 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -16037470.000000 Penalty: 5819.464844
	Iteration 45Q: 3 clusters Score -1.603747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123274 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -16037473.000000 Penalty: 5819.464844
	Iteration 46Q: 3 clusters Score -1.603747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123276 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -16037471.000000 Penalty: 5819.464844
	Iteration 47Q: 3 clusters Score -1.603747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123279 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -16037469.000000 Penalty: 5819.464844
	Iteration 48Q: 3 clusters Score -1.603747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123281 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -16037463.000000 Penalty: 5819.464844
	Iteration 49Q: 3 clusters Score -1.603746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123287 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -16037472.000000 Penalty: 5819.464844
	Iteration 50Q: 3 clusters Score -1.603747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123288 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -16037467.000000 Penalty: 5819.464844
	Iteration 51Q: 3 clusters Score -1.603747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123292 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -16037474.000000 Penalty: 5819.464844
	Iteration 52Q: 3 clusters Score -1.603747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123294 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -16037479.000000 Penalty: 5819.464844
	Iteration 53Q: 3 clusters Score -1.603748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123294 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -16037477.000000 Penalty: 5819.464844
	Iteration 54Q: 3 clusters Score -1.603748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123296 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -16037486.000000 Penalty: 5819.464844
	Iteration 55Q: 3 clusters Score -1.603749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123296 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -16037486.000000 Penalty: 5819.464844
	Iteration 56F: 3 clusters Score -1.603749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Entering Unmasked Estep 
Score: -333285.468750 Penalty: 1983.920288
	Iteration 0F: 2 clusters Score -333285.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -330259.531250 Penalty: 3967.840576
	Iteration 0F: 3 clusters Score -330259.5 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -333188.343750 Penalty: 3967.840576
	Iteration 1F: 3 clusters Score -333188.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -336547.718750 Penalty: 3967.840576
	Iteration 2F: 3 clusters Score -336547.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -337862.656250 Penalty: 3967.840576
	Iteration 3F: 3 clusters Score -337862.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -338264.187500 Penalty: 3967.840576
	Iteration 4F: 3 clusters Score -338264.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -338425.812500 Penalty: 3967.840576
	Iteration 5Q: 3 clusters Score -338425.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -338454.125000 Penalty: 3967.840576
	Iteration 6Q: 3 clusters Score -338454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -338456.562500 Penalty: 3967.840576
	Iteration 7Q: 3 clusters Score -338456.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -338458.906250 Penalty: 3967.840576
	Iteration 8F: 3 clusters Score -338458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -338461.562500 Penalty: 3967.840576
	Iteration 9Q: 3 clusters Score -338461.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -338461.562500 Penalty: 3967.840576
	Iteration 10F: 3 clusters Score -338461.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 9243 members 
Mstep: Class 3 contains 26716 members 
Mstep: Class 4 contains 13880 members 
Mstep: Class 5 contains 159873 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 16435 members 
Mstep: Class 10 contains 295627 members 
Mstep: Class 11 contains 20519 members 
Mstep: Class 12 contains 17235 members 
Mstep: Class 13 contains 1323 members 
Mstep: Class 14 contains 20601 members 
Mstep: Class 15 contains 12519 members 
Mstep: Class 16 contains 4049 members 
Mstep: Class 17 contains 31321 members 
Mstep: Class 18 contains 7040 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 101644 members 
Mstep: Class 21 contains 154056 members 
Mstep: Class 22 contains 33437 members 
Mstep: Class 23 contains 124591 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 482 members 
Mstep: Class 26 contains 13502 members 
Mstep: Class 27 contains 113136 members 
Mstep: Class 28 contains 15678 members 
Mstep: Class 29 contains 2394 members 
Entering Unmasked Estep 
Score: -157675216.000000 Penalty: 101055.156250
Splitting cluster 24 changes total score from -157642208.000000 to -157675216.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 3 contains 26716 members 
Mstep: Class 5 contains 159873 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 16435 members 
Mstep: Class 10 contains 295627 members 
Mstep: Class 11 contains 20519 members 
Mstep: Class 12 contains 17235 members 
Mstep: Class 13 contains 1323 members 
Mstep: Class 14 contains 20601 members 
Mstep: Class 15 contains 12519 members 
Mstep: Class 16 contains 4049 members 
Mstep: Class 17 contains 31321 members 
Mstep: Class 18 contains 7040 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 101644 members 
Mstep: Class 21 contains 154056 members 
Mstep: Class 22 contains 33437 members 
Mstep: Class 23 contains 124591 members 
Mstep: Class 24 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157683248.000000 Penalty: 101055.156250
Iteration 39Q: 30 clusters Score -1.576832e+08 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 26935 members 
Mstep: Class 4 contains 14183 members 
Mstep: Class 5 contains 159312 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 3231 members 
Mstep: Class 8 contains 5481 members 
Mstep: Class 9 contains 16665 members 
Mstep: Class 10 contains 295512 members 
Mstep: Class 11 contains 20118 members 
Mstep: Class 12 contains 17481 members 
Mstep: Class 13 contains 1507 members 
Mstep: Class 14 contains 20525 members 
Mstep: Class 15 contains 12387 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 32041 members 
Mstep: Class 18 contains 7104 members 
Mstep: Class 19 contains 5914 members 
Mstep: Class 20 contains 101564 members 
Mstep: Class 21 contains 154350 members 
Mstep: Class 22 contains 34367 members 
Mstep: Class 23 contains 126141 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 499 members 
Mstep: Class 26 contains 13480 members 
Mstep: Class 27 contains 109733 members 
Mstep: Class 28 contains 15299 members 
Mstep: Class 29 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690304.000000 Penalty: 101055.156250
Iteration 40F: 30 clusters Score -1.576903e+08 nChanged 16527
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 10434 members 
Mstep: Class 3 contains 27012 members 
Mstep: Class 4 contains 14419 members 
Mstep: Class 5 contains 158642 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 3437 members 
Mstep: Class 8 contains 5475 members 
Mstep: Class 9 contains 16614 members 
Mstep: Class 10 contains 294451 members 
Mstep: Class 11 contains 19804 members 
Mstep: Class 12 contains 16757 members 
Mstep: Class 13 contains 1624 members 
Mstep: Class 14 contains 20402 members 
Mstep: Class 15 contains 12014 members 
Mstep: Class 16 contains 4285 members 
Mstep: Class 17 contains 32175 members 
Mstep: Class 18 contains 7143 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 20 contains 101525 members 
Mstep: Class 21 contains 154033 members 
Mstep: Class 22 contains 35021 members 
Mstep: Class 23 contains 125301 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 14615 members 
Mstep: Class 27 contains 110254 members 
Mstep: Class 28 contains 15271 members 
Mstep: Class 29 contains 2404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694144.000000 Penalty: 101055.156250
Iteration 41Q: 30 clusters Score -1.576941e+08 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 11464 members 
Mstep: Class 3 contains 27097 members 
Mstep: Class 4 contains 14495 members 
Mstep: Class 5 contains 157922 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 5470 members 
Mstep: Class 9 contains 16772 members 
Mstep: Class 10 contains 293871 members 
Mstep: Class 11 contains 19644 members 
Mstep: Class 12 contains 16267 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 14 contains 20273 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 32338 members 
Mstep: Class 18 contains 7182 members 
Mstep: Class 19 contains 6038 members 
Mstep: Class 20 contains 101471 members 
Mstep: Class 21 contains 153733 members 
Mstep: Class 22 contains 35683 members 
Mstep: Class 23 contains 124765 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 744 members 
Mstep: Class 26 contains 15273 members 
Mstep: Class 27 contains 110176 members 
Mstep: Class 28 contains 15210 members 
Mstep: Class 29 contains 2404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697088.000000 Penalty: 101055.156250
Iteration 42Q: 30 clusters Score -1.576971e+08 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 12435 members 
Mstep: Class 3 contains 27138 members 
Mstep: Class 4 contains 14539 members 
Mstep: Class 5 contains 157252 members 
Mstep: Class 6 contains 2475 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 5472 members 
Mstep: Class 9 contains 17049 members 
Mstep: Class 10 contains 293422 members 
Mstep: Class 11 contains 19549 members 
Mstep: Class 12 contains 15864 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 14 contains 20143 members 
Mstep: Class 15 contains 11459 members 
Mstep: Class 16 contains 4513 members 
Mstep: Class 17 contains 32463 members 
Mstep: Class 18 contains 7206 members 
Mstep: Class 19 contains 6119 members 
Mstep: Class 20 contains 101387 members 
Mstep: Class 21 contains 153501 members 
Mstep: Class 22 contains 36342 members 
Mstep: Class 23 contains 124377 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 758 members 
Mstep: Class 26 contains 15697 members 
Mstep: Class 27 contains 109875 members 
Mstep: Class 28 contains 15148 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699152.000000 Penalty: 101055.156250
Iteration 43Q: 30 clusters Score -1.576992e+08 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 13330 members 
Mstep: Class 3 contains 27243 members 
Mstep: Class 4 contains 14555 members 
Mstep: Class 5 contains 156679 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 4134 members 
Mstep: Class 8 contains 5485 members 
Mstep: Class 9 contains 17430 members 
Mstep: Class 10 contains 292934 members 
Mstep: Class 11 contains 19479 members 
Mstep: Class 12 contains 15527 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 20032 members 
Mstep: Class 15 contains 11206 members 
Mstep: Class 16 contains 4627 members 
Mstep: Class 17 contains 32556 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 6196 members 
Mstep: Class 20 contains 101306 members 
Mstep: Class 21 contains 153280 members 
Mstep: Class 22 contains 36893 members 
Mstep: Class 23 contains 124102 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 15990 members 
Mstep: Class 27 contains 109544 members 
Mstep: Class 28 contains 15079 members 
Mstep: Class 29 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701088.000000 Penalty: 101055.156250
Iteration 44Q: 30 clusters Score -1.577011e+08 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 14221 members 
Mstep: Class 3 contains 27394 members 
Mstep: Class 4 contains 14549 members 
Mstep: Class 5 contains 156121 members 
Mstep: Class 6 contains 2484 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 17736 members 
Mstep: Class 10 contains 292450 members 
Mstep: Class 11 contains 19441 members 
Mstep: Class 12 contains 15234 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 19945 members 
Mstep: Class 15 contains 10955 members 
Mstep: Class 16 contains 4728 members 
Mstep: Class 17 contains 32622 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 6277 members 
Mstep: Class 20 contains 101209 members 
Mstep: Class 21 contains 153123 members 
Mstep: Class 22 contains 37370 members 
Mstep: Class 23 contains 123877 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 765 members 
Mstep: Class 26 contains 16294 members 
Mstep: Class 27 contains 109226 members 
Mstep: Class 28 contains 15009 members 
Mstep: Class 29 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702640.000000 Penalty: 101055.156250
Iteration 45Q: 30 clusters Score -1.577026e+08 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 15041 members 
Mstep: Class 3 contains 27572 members 
Mstep: Class 4 contains 14500 members 
Mstep: Class 5 contains 155656 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 4419 members 
Mstep: Class 8 contains 5493 members 
Mstep: Class 9 contains 17959 members 
Mstep: Class 10 contains 292049 members 
Mstep: Class 11 contains 19407 members 
Mstep: Class 12 contains 14971 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 14 contains 19874 members 
Mstep: Class 15 contains 10676 members 
Mstep: Class 16 contains 4811 members 
Mstep: Class 17 contains 32690 members 
Mstep: Class 18 contains 7305 members 
Mstep: Class 19 contains 6344 members 
Mstep: Class 20 contains 101133 members 
Mstep: Class 21 contains 152961 members 
Mstep: Class 22 contains 37812 members 
Mstep: Class 23 contains 123667 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 767 members 
Mstep: Class 26 contains 16569 members 
Mstep: Class 27 contains 108960 members 
Mstep: Class 28 contains 14954 members 
Mstep: Class 29 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704016.000000 Penalty: 101055.156250
Iteration 46Q: 30 clusters Score -1.57704e+08 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 27763 members 
Mstep: Class 4 contains 14417 members 
Mstep: Class 5 contains 155204 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 4540 members 
Mstep: Class 8 contains 5491 members 
Mstep: Class 9 contains 18139 members 
Mstep: Class 10 contains 291670 members 
Mstep: Class 11 contains 19392 members 
Mstep: Class 12 contains 14760 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 19800 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 4859 members 
Mstep: Class 17 contains 32749 members 
Mstep: Class 18 contains 7337 members 
Mstep: Class 19 contains 6406 members 
Mstep: Class 20 contains 101046 members 
Mstep: Class 21 contains 152797 members 
Mstep: Class 22 contains 38217 members 
Mstep: Class 23 contains 123462 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 768 members 
Mstep: Class 26 contains 16852 members 
Mstep: Class 27 contains 108730 members 
Mstep: Class 28 contains 14920 members 
Mstep: Class 29 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704752.000000 Penalty: 101055.156250
Iteration 47Q: 30 clusters Score -1.577048e+08 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 16651 members 
Mstep: Class 3 contains 27971 members 
Mstep: Class 4 contains 14297 members 
Mstep: Class 5 contains 154757 members 
Mstep: Class 6 contains 2488 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 18258 members 
Mstep: Class 10 contains 291313 members 
Mstep: Class 11 contains 19382 members 
Mstep: Class 12 contains 14575 members 
Mstep: Class 13 contains 2162 members 
Mstep: Class 14 contains 19750 members 
Mstep: Class 15 contains 10160 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 32836 members 
Mstep: Class 18 contains 7379 members 
Mstep: Class 19 contains 6463 members 
Mstep: Class 20 contains 100988 members 
Mstep: Class 21 contains 152629 members 
Mstep: Class 22 contains 38576 members 
Mstep: Class 23 contains 123268 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 768 members 
Mstep: Class 26 contains 17128 members 
Mstep: Class 27 contains 108546 members 
Mstep: Class 28 contains 14868 members 
Mstep: Class 29 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 30 clusters Score -1.57706e+08 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 17399 members 
Mstep: Class 3 contains 28176 members 
Mstep: Class 4 contains 14181 members 
Mstep: Class 5 contains 154297 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 4727 members 
Mstep: Class 8 contains 5486 members 
Mstep: Class 9 contains 18347 members 
Mstep: Class 10 contains 291013 members 
Mstep: Class 11 contains 19380 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 2201 members 
Mstep: Class 14 contains 19705 members 
Mstep: Class 15 contains 9934 members 
Mstep: Class 16 contains 4941 members 
Mstep: Class 17 contains 32935 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 100941 members 
Mstep: Class 21 contains 152491 members 
Mstep: Class 22 contains 38928 members 
Mstep: Class 23 contains 123054 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 17371 members 
Mstep: Class 27 contains 108395 members 
Mstep: Class 28 contains 14819 members 
Mstep: Class 29 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706928.000000 Penalty: 101055.156250
Iteration 49Q: 30 clusters Score -1.577069e+08 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 18049 members 
Mstep: Class 3 contains 28340 members 
Mstep: Class 4 contains 14073 members 
Mstep: Class 5 contains 153861 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 4803 members 
Mstep: Class 8 contains 5496 members 
Mstep: Class 9 contains 18382 members 
Mstep: Class 10 contains 290772 members 
Mstep: Class 11 contains 19386 members 
Mstep: Class 12 contains 14205 members 
Mstep: Class 13 contains 2233 members 
Mstep: Class 14 contains 19651 members 
Mstep: Class 15 contains 9742 members 
Mstep: Class 16 contains 4974 members 
Mstep: Class 17 contains 33039 members 
Mstep: Class 18 contains 7460 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 100896 members 
Mstep: Class 21 contains 152379 members 
Mstep: Class 22 contains 39243 members 
Mstep: Class 23 contains 122900 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 17640 members 
Mstep: Class 27 contains 108239 members 
Mstep: Class 28 contains 14760 members 
Mstep: Class 29 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707104.000000 Penalty: 101055.156250
Iteration 50Q: 30 clusters Score -1.577071e+08 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 18717 members 
Mstep: Class 3 contains 28497 members 
Mstep: Class 4 contains 13957 members 
Mstep: Class 5 contains 153431 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 4872 members 
Mstep: Class 8 contains 5503 members 
Mstep: Class 9 contains 18436 members 
Mstep: Class 10 contains 290508 members 
Mstep: Class 11 contains 19400 members 
Mstep: Class 12 contains 14048 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 19596 members 
Mstep: Class 15 contains 9578 members 
Mstep: Class 16 contains 5007 members 
Mstep: Class 17 contains 33133 members 
Mstep: Class 18 contains 7501 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 100844 members 
Mstep: Class 21 contains 152294 members 
Mstep: Class 22 contains 39539 members 
Mstep: Class 23 contains 122734 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 17870 members 
Mstep: Class 27 contains 108071 members 
Mstep: Class 28 contains 14712 members 
Mstep: Class 29 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707664.000000 Penalty: 101055.156250
Iteration 51Q: 30 clusters Score -1.577077e+08 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 19427 members 
Mstep: Class 3 contains 28656 members 
Mstep: Class 4 contains 13835 members 
Mstep: Class 5 contains 152962 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 4930 members 
Mstep: Class 8 contains 5511 members 
Mstep: Class 9 contains 18485 members 
Mstep: Class 10 contains 290258 members 
Mstep: Class 11 contains 19416 members 
Mstep: Class 12 contains 13912 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 19557 members 
Mstep: Class 15 contains 9439 members 
Mstep: Class 16 contains 5051 members 
Mstep: Class 17 contains 33243 members 
Mstep: Class 18 contains 7539 members 
Mstep: Class 19 contains 6656 members 
Mstep: Class 20 contains 100782 members 
Mstep: Class 21 contains 152177 members 
Mstep: Class 22 contains 39819 members 
Mstep: Class 23 contains 122557 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 771 members 
Mstep: Class 26 contains 18066 members 
Mstep: Class 27 contains 107914 members 
Mstep: Class 28 contains 14668 members 
Mstep: Class 29 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708048.000000 Penalty: 101055.156250
Iteration 52Q: 30 clusters Score -1.57708e+08 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 20054 members 
Mstep: Class 3 contains 28819 members 
Mstep: Class 4 contains 13709 members 
Mstep: Class 5 contains 152574 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 5002 members 
Mstep: Class 8 contains 5524 members 
Mstep: Class 9 contains 18516 members 
Mstep: Class 10 contains 290000 members 
Mstep: Class 11 contains 19438 members 
Mstep: Class 12 contains 13787 members 
Mstep: Class 13 contains 2312 members 
Mstep: Class 14 contains 19528 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 33350 members 
Mstep: Class 18 contains 7566 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 100730 members 
Mstep: Class 21 contains 152076 members 
Mstep: Class 22 contains 40056 members 
Mstep: Class 23 contains 122418 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 18249 members 
Mstep: Class 27 contains 107757 members 
Mstep: Class 28 contains 14635 members 
Mstep: Class 29 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708752.000000 Penalty: 101055.156250
Iteration 53Q: 30 clusters Score -1.577088e+08 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 20633 members 
Mstep: Class 3 contains 28953 members 
Mstep: Class 4 contains 13591 members 
Mstep: Class 5 contains 152295 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 5074 members 
Mstep: Class 8 contains 5530 members 
Mstep: Class 9 contains 18532 members 
Mstep: Class 10 contains 289689 members 
Mstep: Class 11 contains 19450 members 
Mstep: Class 12 contains 13655 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 19508 members 
Mstep: Class 15 contains 9152 members 
Mstep: Class 16 contains 5102 members 
Mstep: Class 17 contains 33446 members 
Mstep: Class 18 contains 7595 members 
Mstep: Class 19 contains 6756 members 
Mstep: Class 20 contains 100717 members 
Mstep: Class 21 contains 151981 members 
Mstep: Class 22 contains 40289 members 
Mstep: Class 23 contains 122319 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 775 members 
Mstep: Class 26 contains 18419 members 
Mstep: Class 27 contains 107600 members 
Mstep: Class 28 contains 14595 members 
Mstep: Class 29 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709264.000000 Penalty: 101055.156250
Iteration 54Q: 30 clusters Score -1.577093e+08 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 21173 members 
Mstep: Class 3 contains 29137 members 
Mstep: Class 4 contains 13412 members 
Mstep: Class 5 contains 152039 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 5154 members 
Mstep: Class 8 contains 5543 members 
Mstep: Class 9 contains 18548 members 
Mstep: Class 10 contains 289369 members 
Mstep: Class 11 contains 19455 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 19485 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 5123 members 
Mstep: Class 17 contains 33554 members 
Mstep: Class 18 contains 7630 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 100702 members 
Mstep: Class 21 contains 151892 members 
Mstep: Class 22 contains 40494 members 
Mstep: Class 23 contains 122208 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 18574 members 
Mstep: Class 27 contains 107481 members 
Mstep: Class 28 contains 14556 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709792.000000 Penalty: 101055.156250
Iteration 55Q: 30 clusters Score -1.577098e+08 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 21646 members 
Mstep: Class 3 contains 29328 members 
Mstep: Class 4 contains 13259 members 
Mstep: Class 5 contains 151777 members 
Mstep: Class 6 contains 2485 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 5550 members 
Mstep: Class 9 contains 18546 members 
Mstep: Class 10 contains 289136 members 
Mstep: Class 11 contains 19460 members 
Mstep: Class 12 contains 13419 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 19470 members 
Mstep: Class 15 contains 8891 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 33673 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 6860 members 
Mstep: Class 20 contains 100725 members 
Mstep: Class 21 contains 151814 members 
Mstep: Class 22 contains 40651 members 
Mstep: Class 23 contains 122112 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 18720 members 
Mstep: Class 27 contains 107367 members 
Mstep: Class 28 contains 14521 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710496.000000 Penalty: 101055.156250
Iteration 56Q: 30 clusters Score -1.577105e+08 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 22030 members 
Mstep: Class 3 contains 29546 members 
Mstep: Class 4 contains 13106 members 
Mstep: Class 5 contains 151593 members 
Mstep: Class 6 contains 2483 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 8 contains 5551 members 
Mstep: Class 9 contains 18544 members 
Mstep: Class 10 contains 288911 members 
Mstep: Class 11 contains 19460 members 
Mstep: Class 12 contains 13296 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 19454 members 
Mstep: Class 15 contains 8791 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 33760 members 
Mstep: Class 18 contains 7697 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 100718 members 
Mstep: Class 21 contains 151741 members 
Mstep: Class 22 contains 40797 members 
Mstep: Class 23 contains 122045 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 779 members 
Mstep: Class 26 contains 18861 members 
Mstep: Class 27 contains 107264 members 
Mstep: Class 28 contains 14488 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710800.000000 Penalty: 101055.156250
Iteration 57Q: 30 clusters Score -1.577108e+08 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 22388 members 
Mstep: Class 3 contains 29713 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 151377 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 5555 members 
Mstep: Class 9 contains 18534 members 
Mstep: Class 10 contains 288775 members 
Mstep: Class 11 contains 19458 members 
Mstep: Class 12 contains 13150 members 
Mstep: Class 13 contains 2375 members 
Mstep: Class 14 contains 19434 members 
Mstep: Class 15 contains 8691 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 33861 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 19 contains 6962 members 
Mstep: Class 20 contains 100711 members 
Mstep: Class 21 contains 151694 members 
Mstep: Class 22 contains 40941 members 
Mstep: Class 23 contains 122016 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 18997 members 
Mstep: Class 27 contains 107122 members 
Mstep: Class 28 contains 14458 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710720.000000 Penalty: 101055.156250
Iteration 58Q: 30 clusters Score -1.577107e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 22719 members 
Mstep: Class 3 contains 29862 members 
Mstep: Class 4 contains 12798 members 
Mstep: Class 5 contains 151249 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 5335 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 18524 members 
Mstep: Class 10 contains 288556 members 
Mstep: Class 11 contains 19472 members 
Mstep: Class 12 contains 13050 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 19411 members 
Mstep: Class 15 contains 8593 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 33934 members 
Mstep: Class 18 contains 7739 members 
Mstep: Class 19 contains 7004 members 
Mstep: Class 20 contains 100708 members 
Mstep: Class 21 contains 151656 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 121988 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 19128 members 
Mstep: Class 27 contains 107002 members 
Mstep: Class 28 contains 14429 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711536.000000 Penalty: 101055.156250
Iteration 59Q: 30 clusters Score -1.577115e+08 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 22990 members 
Mstep: Class 3 contains 30023 members 
Mstep: Class 4 contains 12647 members 
Mstep: Class 5 contains 151166 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 5385 members 
Mstep: Class 8 contains 5551 members 
Mstep: Class 9 contains 18521 members 
Mstep: Class 10 contains 288321 members 
Mstep: Class 11 contains 19464 members 
Mstep: Class 12 contains 12939 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19391 members 
Mstep: Class 15 contains 8537 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 34008 members 
Mstep: Class 18 contains 7744 members 
Mstep: Class 19 contains 7043 members 
Mstep: Class 20 contains 100694 members 
Mstep: Class 21 contains 151611 members 
Mstep: Class 22 contains 41188 members 
Mstep: Class 23 contains 121991 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 19243 members 
Mstep: Class 27 contains 106893 members 
Mstep: Class 28 contains 14405 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711856.000000 Penalty: 101055.156250
Iteration 60F: 30 clusters Score -1.577119e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 23311 members 
Mstep: Class 3 contains 30196 members 
Mstep: Class 4 contains 12493 members 
Mstep: Class 5 contains 151033 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 5548 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 288063 members 
Mstep: Class 11 contains 19462 members 
Mstep: Class 12 contains 12854 members 
Mstep: Class 13 contains 2482 members 
Mstep: Class 14 contains 19375 members 
Mstep: Class 15 contains 8483 members 
Mstep: Class 16 contains 5257 members 
Mstep: Class 17 contains 34073 members 
Mstep: Class 18 contains 7747 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 100681 members 
Mstep: Class 21 contains 151574 members 
Mstep: Class 22 contains 41316 members 
Mstep: Class 23 contains 121984 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 19283 members 
Mstep: Class 27 contains 106801 members 
Mstep: Class 28 contains 14385 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712272.000000 Penalty: 101055.156250
Iteration 61Q: 30 clusters Score -1.577123e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 23619 members 
Mstep: Class 3 contains 30364 members 
Mstep: Class 4 contains 12355 members 
Mstep: Class 5 contains 150887 members 
Mstep: Class 6 contains 2477 members 
Mstep: Class 7 contains 5475 members 
Mstep: Class 8 contains 5552 members 
Mstep: Class 9 contains 18532 members 
Mstep: Class 10 contains 287812 members 
Mstep: Class 11 contains 19465 members 
Mstep: Class 12 contains 12748 members 
Mstep: Class 13 contains 2529 members 
Mstep: Class 14 contains 19358 members 
Mstep: Class 15 contains 8435 members 
Mstep: Class 16 contains 5280 members 
Mstep: Class 17 contains 34093 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 100666 members 
Mstep: Class 21 contains 151548 members 
Mstep: Class 22 contains 41446 members 
Mstep: Class 23 contains 121984 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 19380 members 
Mstep: Class 27 contains 106708 members 
Mstep: Class 28 contains 14362 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712656.000000 Penalty: 101055.156250
Iteration 62Q: 30 clusters Score -1.577127e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 23929 members 
Mstep: Class 3 contains 30524 members 
Mstep: Class 4 contains 12211 members 
Mstep: Class 5 contains 150758 members 
Mstep: Class 6 contains 2477 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 5562 members 
Mstep: Class 9 contains 18533 members 
Mstep: Class 10 contains 287561 members 
Mstep: Class 11 contains 19472 members 
Mstep: Class 12 contains 12647 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 14 contains 19344 members 
Mstep: Class 15 contains 8387 members 
Mstep: Class 16 contains 5316 members 
Mstep: Class 17 contains 34116 members 
Mstep: Class 18 contains 7738 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 20 contains 100653 members 
Mstep: Class 21 contains 151498 members 
Mstep: Class 22 contains 41530 members 
Mstep: Class 23 contains 122002 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 19490 members 
Mstep: Class 27 contains 106627 members 
Mstep: Class 28 contains 14336 members 
Mstep: Class 29 contains 2405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713056.000000 Penalty: 101055.156250
Iteration 63Q: 30 clusters Score -1.577131e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 24209 members 
Mstep: Class 3 contains 30698 members 
Mstep: Class 4 contains 12047 members 
Mstep: Class 5 contains 150645 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 5560 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 18529 members 
Mstep: Class 10 contains 287376 members 
Mstep: Class 11 contains 19477 members 
Mstep: Class 12 contains 12557 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 19321 members 
Mstep: Class 15 contains 8357 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 34120 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 7209 members 
Mstep: Class 20 contains 100639 members 
Mstep: Class 21 contains 151460 members 
Mstep: Class 22 contains 41639 members 
Mstep: Class 23 contains 121985 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 19583 members 
Mstep: Class 27 contains 106557 members 
Mstep: Class 28 contains 14311 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712752.000000 Penalty: 101055.156250
Iteration 64Q: 30 clusters Score -1.577128e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 24463 members 
Mstep: Class 3 contains 30873 members 
Mstep: Class 4 contains 11874 members 
Mstep: Class 5 contains 150586 members 
Mstep: Class 6 contains 2477 members 
Mstep: Class 7 contains 5595 members 
Mstep: Class 8 contains 5572 members 
Mstep: Class 9 contains 18518 members 
Mstep: Class 10 contains 287158 members 
Mstep: Class 11 contains 19480 members 
Mstep: Class 12 contains 12467 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 19310 members 
Mstep: Class 15 contains 8325 members 
Mstep: Class 16 contains 5373 members 
Mstep: Class 17 contains 34127 members 
Mstep: Class 18 contains 7734 members 
Mstep: Class 19 contains 7247 members 
Mstep: Class 20 contains 100624 members 
Mstep: Class 21 contains 151426 members 
Mstep: Class 22 contains 41721 members 
Mstep: Class 23 contains 121979 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 19670 members 
Mstep: Class 27 contains 106508 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712816.000000 Penalty: 101055.156250
Iteration 65Q: 30 clusters Score -1.577128e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 24688 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 150526 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 287022 members 
Mstep: Class 11 contains 19497 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 19297 members 
Mstep: Class 15 contains 8296 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 34128 members 
Mstep: Class 18 contains 7732 members 
Mstep: Class 19 contains 7283 members 
Mstep: Class 20 contains 100598 members 
Mstep: Class 21 contains 151385 members 
Mstep: Class 22 contains 41752 members 
Mstep: Class 23 contains 121952 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 19745 members 
Mstep: Class 27 contains 106466 members 
Mstep: Class 28 contains 14280 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712800.000000 Penalty: 101055.156250
Iteration 66Q: 30 clusters Score -1.577128e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 24903 members 
Mstep: Class 3 contains 31261 members 
Mstep: Class 4 contains 11511 members 
Mstep: Class 5 contains 150470 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 5649 members 
Mstep: Class 8 contains 5582 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 286894 members 
Mstep: Class 11 contains 19491 members 
Mstep: Class 12 contains 12315 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19287 members 
Mstep: Class 15 contains 8278 members 
Mstep: Class 16 contains 5404 members 
Mstep: Class 17 contains 34134 members 
Mstep: Class 18 contains 7731 members 
Mstep: Class 19 contains 7306 members 
Mstep: Class 20 contains 100586 members 
Mstep: Class 21 contains 151362 members 
Mstep: Class 22 contains 41781 members 
Mstep: Class 23 contains 121912 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 19818 members 
Mstep: Class 27 contains 106431 members 
Mstep: Class 28 contains 14266 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713136.000000 Penalty: 101055.156250
Iteration 67Q: 30 clusters Score -1.577131e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 25080 members 
Mstep: Class 3 contains 31483 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 150410 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 286732 members 
Mstep: Class 11 contains 19491 members 
Mstep: Class 12 contains 12257 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 14 contains 19285 members 
Mstep: Class 15 contains 8266 members 
Mstep: Class 16 contains 5418 members 
Mstep: Class 17 contains 34143 members 
Mstep: Class 18 contains 7728 members 
Mstep: Class 19 contains 7322 members 
Mstep: Class 20 contains 100573 members 
Mstep: Class 21 contains 151337 members 
Mstep: Class 22 contains 41849 members 
Mstep: Class 23 contains 121885 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 775 members 
Mstep: Class 26 contains 19876 members 
Mstep: Class 27 contains 106404 members 
Mstep: Class 28 contains 14253 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713600.000000 Penalty: 101055.156250
Iteration 68Q: 30 clusters Score -1.577136e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 25232 members 
Mstep: Class 3 contains 31748 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 150387 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 5716 members 
Mstep: Class 8 contains 5582 members 
Mstep: Class 9 contains 18520 members 
Mstep: Class 10 contains 286574 members 
Mstep: Class 11 contains 19493 members 
Mstep: Class 12 contains 12210 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 19280 members 
Mstep: Class 15 contains 8258 members 
Mstep: Class 16 contains 5424 members 
Mstep: Class 17 contains 34148 members 
Mstep: Class 18 contains 7727 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 100555 members 
Mstep: Class 21 contains 151321 members 
Mstep: Class 22 contains 41885 members 
Mstep: Class 23 contains 121870 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 775 members 
Mstep: Class 26 contains 19933 members 
Mstep: Class 27 contains 106391 members 
Mstep: Class 28 contains 14249 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713712.000000 Penalty: 101055.156250
Iteration 69Q: 30 clusters Score -1.577137e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 25392 members 
Mstep: Class 3 contains 32023 members 
Mstep: Class 4 contains 10775 members 
Mstep: Class 5 contains 150323 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 5750 members 
Mstep: Class 8 contains 5584 members 
Mstep: Class 9 contains 18515 members 
Mstep: Class 10 contains 286442 members 
Mstep: Class 11 contains 19496 members 
Mstep: Class 12 contains 12155 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 14 contains 19272 members 
Mstep: Class 15 contains 8248 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 34148 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 7356 members 
Mstep: Class 20 contains 100546 members 
Mstep: Class 21 contains 151312 members 
Mstep: Class 22 contains 41925 members 
Mstep: Class 23 contains 121868 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 775 members 
Mstep: Class 26 contains 19986 members 
Mstep: Class 27 contains 106380 members 
Mstep: Class 28 contains 14248 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713664.000000 Penalty: 101055.156250
Iteration 70Q: 30 clusters Score -1.577137e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 25532 members 
Mstep: Class 3 contains 32311 members 
Mstep: Class 4 contains 10503 members 
Mstep: Class 5 contains 150262 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 5787 members 
Mstep: Class 8 contains 5585 members 
Mstep: Class 9 contains 18510 members 
Mstep: Class 10 contains 286313 members 
Mstep: Class 11 contains 19493 members 
Mstep: Class 12 contains 12101 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 19267 members 
Mstep: Class 15 contains 8241 members 
Mstep: Class 16 contains 5443 members 
Mstep: Class 17 contains 34159 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 100538 members 
Mstep: Class 21 contains 151312 members 
Mstep: Class 22 contains 41954 members 
Mstep: Class 23 contains 121863 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 775 members 
Mstep: Class 26 contains 20037 members 
Mstep: Class 27 contains 106365 members 
Mstep: Class 28 contains 14242 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713808.000000 Penalty: 101055.156250
Iteration 71Q: 30 clusters Score -1.577138e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 25664 members 
Mstep: Class 3 contains 32608 members 
Mstep: Class 4 contains 10225 members 
Mstep: Class 5 contains 150199 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 5811 members 
Mstep: Class 8 contains 5585 members 
Mstep: Class 9 contains 18504 members 
Mstep: Class 10 contains 286186 members 
Mstep: Class 11 contains 19497 members 
Mstep: Class 12 contains 12066 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 19261 members 
Mstep: Class 15 contains 8233 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 34166 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 100528 members 
Mstep: Class 21 contains 151327 members 
Mstep: Class 22 contains 41999 members 
Mstep: Class 23 contains 121848 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 775 members 
Mstep: Class 26 contains 20077 members 
Mstep: Class 27 contains 106351 members 
Mstep: Class 28 contains 14237 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714032.000000 Penalty: 101055.156250
Iteration 72Q: 30 clusters Score -1.57714e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 25782 members 
Mstep: Class 3 contains 32895 members 
Mstep: Class 4 contains 9956 members 
Mstep: Class 5 contains 150123 members 
Mstep: Class 6 contains 2477 members 
Mstep: Class 7 contains 5852 members 
Mstep: Class 8 contains 5590 members 
Mstep: Class 9 contains 18496 members 
Mstep: Class 10 contains 286080 members 
Mstep: Class 11 contains 19496 members 
Mstep: Class 12 contains 12028 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 14 contains 19253 members 
Mstep: Class 15 contains 8218 members 
Mstep: Class 16 contains 5451 members 
Mstep: Class 17 contains 34167 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 7385 members 
Mstep: Class 20 contains 100526 members 
Mstep: Class 21 contains 151331 members 
Mstep: Class 22 contains 42040 members 
Mstep: Class 23 contains 121840 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 20119 members 
Mstep: Class 27 contains 106343 members 
Mstep: Class 28 contains 14233 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714192.000000 Penalty: 101055.156250
Iteration 73Q: 30 clusters Score -1.577142e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 25898 members 
Mstep: Class 3 contains 33168 members 
Mstep: Class 4 contains 9691 members 
Mstep: Class 5 contains 150064 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 5884 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 18488 members 
Mstep: Class 10 contains 285975 members 
Mstep: Class 11 contains 19496 members 
Mstep: Class 12 contains 11982 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 19245 members 
Mstep: Class 15 contains 8205 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 34166 members 
Mstep: Class 18 contains 7724 members 
Mstep: Class 19 contains 7403 members 
Mstep: Class 20 contains 100519 members 
Mstep: Class 21 contains 151324 members 
Mstep: Class 22 contains 42070 members 
Mstep: Class 23 contains 121853 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 20163 members 
Mstep: Class 27 contains 106326 members 
Mstep: Class 28 contains 14226 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714352.000000 Penalty: 101055.156250
Iteration 74Q: 30 clusters Score -1.577144e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 26019 members 
Mstep: Class 3 contains 33414 members 
Mstep: Class 4 contains 9447 members 
Mstep: Class 5 contains 150001 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5913 members 
Mstep: Class 8 contains 5596 members 
Mstep: Class 9 contains 18491 members 
Mstep: Class 10 contains 285876 members 
Mstep: Class 11 contains 19492 members 
Mstep: Class 12 contains 11940 members 
Mstep: Class 13 contains 2677 members 
Mstep: Class 14 contains 19245 members 
Mstep: Class 15 contains 8197 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 34167 members 
Mstep: Class 18 contains 7728 members 
Mstep: Class 19 contains 7421 members 
Mstep: Class 20 contains 100517 members 
Mstep: Class 21 contains 151324 members 
Mstep: Class 22 contains 42101 members 
Mstep: Class 23 contains 121842 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 20208 members 
Mstep: Class 27 contains 106310 members 
Mstep: Class 28 contains 14219 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714624.000000 Penalty: 101055.156250
Iteration 75Q: 30 clusters Score -1.577146e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 26135 members 
Mstep: Class 3 contains 33658 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 5 contains 149962 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 5927 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 18488 members 
Mstep: Class 10 contains 285756 members 
Mstep: Class 11 contains 19488 members 
Mstep: Class 12 contains 11887 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 19243 members 
Mstep: Class 15 contains 8184 members 
Mstep: Class 16 contains 5476 members 
Mstep: Class 17 contains 34175 members 
Mstep: Class 18 contains 7730 members 
Mstep: Class 19 contains 7442 members 
Mstep: Class 20 contains 100515 members 
Mstep: Class 21 contains 151331 members 
Mstep: Class 22 contains 42144 members 
Mstep: Class 23 contains 121824 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 20229 members 
Mstep: Class 27 contains 106305 members 
Mstep: Class 28 contains 14214 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714464.000000 Penalty: 101055.156250
Iteration 76Q: 30 clusters Score -1.577145e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 26225 members 
Mstep: Class 3 contains 33920 members 
Mstep: Class 4 contains 8984 members 
Mstep: Class 5 contains 149923 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 5946 members 
Mstep: Class 8 contains 5599 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 285666 members 
Mstep: Class 11 contains 19488 members 
Mstep: Class 12 contains 11829 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 19239 members 
Mstep: Class 15 contains 8178 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 17 contains 34181 members 
Mstep: Class 18 contains 7733 members 
Mstep: Class 19 contains 7457 members 
Mstep: Class 20 contains 100506 members 
Mstep: Class 21 contains 151331 members 
Mstep: Class 22 contains 42174 members 
Mstep: Class 23 contains 121827 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 20259 members 
Mstep: Class 27 contains 106292 members 
Mstep: Class 28 contains 14209 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714256.000000 Penalty: 101055.156250
Iteration 77Q: 30 clusters Score -1.577143e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 26315 members 
Mstep: Class 3 contains 34175 members 
Mstep: Class 4 contains 8746 members 
Mstep: Class 5 contains 149899 members 
Mstep: Class 6 contains 2487 members 
Mstep: Class 7 contains 5962 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 285542 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 12 contains 11782 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 19223 members 
Mstep: Class 15 contains 8173 members 
Mstep: Class 16 contains 5488 members 
Mstep: Class 17 contains 34182 members 
Mstep: Class 18 contains 7742 members 
Mstep: Class 19 contains 7479 members 
Mstep: Class 20 contains 100491 members 
Mstep: Class 21 contains 151326 members 
Mstep: Class 22 contains 42212 members 
Mstep: Class 23 contains 121833 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 20293 members 
Mstep: Class 27 contains 106294 members 
Mstep: Class 28 contains 14204 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714320.000000 Penalty: 101055.156250
Iteration 78Q: 30 clusters Score -1.577143e+08 nChanged 975
Entering ConstructFrom: 
Score: -157714320.000000 Penalty: 101055.156250
Entering ConstructFrom: 
Trying to split cluster 1 (51698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Entering Unmasked Estep 
Score: -6739586.500000 Penalty: 2691.587158
	Iteration 0F: 2 clusters Score -6739586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -6704878.500000 Penalty: 5383.174316
	Iteration 0F: 3 clusters Score -6704878 nChanged 23921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -6717973.500000 Penalty: 5383.174316
	Iteration 1F: 3 clusters Score -6717974 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -6718543.500000 Penalty: 5383.174316
	Iteration 2Q: 3 clusters Score -6718544 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -6719351.000000 Penalty: 5383.174316
	Iteration 3Q: 3 clusters Score -6719351 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -6720525.000000 Penalty: 5383.174316
	Iteration 4Q: 3 clusters Score -6720525 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -6722386.500000 Penalty: 5383.174316
	Iteration 5F: 3 clusters Score -6722386 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -6725166.500000 Penalty: 5383.174316
	Iteration 6F: 3 clusters Score -6725166 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -6729057.000000 Penalty: 5383.174316
	Iteration 7F: 3 clusters Score -6729057 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -6732845.500000 Penalty: 5383.174316
	Iteration 8F: 3 clusters Score -6732846 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -6735361.500000 Penalty: 5383.174316
	Iteration 9F: 3 clusters Score -6735362 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -6736468.000000 Penalty: 5383.174316
	Iteration 10Q: 3 clusters Score -6736468 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -6736880.500000 Penalty: 5383.174316
	Iteration 11Q: 3 clusters Score -6736880 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -6737043.500000 Penalty: 5383.174316
	Iteration 12Q: 3 clusters Score -6737044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -6737106.000000 Penalty: 5383.174316
	Iteration 13Q: 3 clusters Score -6737106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -6737141.000000 Penalty: 5383.174316
	Iteration 14Q: 3 clusters Score -6737141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -6737163.000000 Penalty: 5383.174316
	Iteration 15Q: 3 clusters Score -6737163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -6737181.500000 Penalty: 5383.174316
	Iteration 16Q: 3 clusters Score -6737182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -6737190.000000 Penalty: 5383.174316
	Iteration 17Q: 3 clusters Score -6737190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -6737210.000000 Penalty: 5383.174316
	Iteration 18Q: 3 clusters Score -6737210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -6737227.000000 Penalty: 5383.174316
	Iteration 19Q: 3 clusters Score -6737227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -6737239.000000 Penalty: 5383.174316
	Iteration 20F: 3 clusters Score -6737239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -6737248.000000 Penalty: 5383.174316
	Iteration 21Q: 3 clusters Score -6737248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -6737254.500000 Penalty: 5383.174316
	Iteration 22Q: 3 clusters Score -6737254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -6737258.500000 Penalty: 5383.174316
	Iteration 23Q: 3 clusters Score -6737258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -6737271.000000 Penalty: 5383.174316
	Iteration 24Q: 3 clusters Score -6737271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -6737277.500000 Penalty: 5383.174316
	Iteration 25Q: 3 clusters Score -6737278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -6737282.500000 Penalty: 5383.174316
	Iteration 26Q: 3 clusters Score -6737282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -6737282.500000 Penalty: 5383.174316
	Iteration 27Q: 3 clusters Score -6737282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -6737284.000000 Penalty: 5383.174316
	Iteration 28Q: 3 clusters Score -6737284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -6737283.500000 Penalty: 5383.174316
	Iteration 29Q: 3 clusters Score -6737284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -6737281.500000 Penalty: 5383.174316
	Iteration 30Q: 3 clusters Score -6737282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -6737281.500000 Penalty: 5383.174316
	Iteration 31F: 3 clusters Score -6737282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Entering Unmasked Estep 
Score: -3465380.500000 Penalty: 2524.964600
	Iteration 0F: 2 clusters Score -3465380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3447107.250000 Penalty: 5049.929199
	Iteration 0F: 3 clusters Score -3447107 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3453798.250000 Penalty: 5049.929199
	Iteration 1F: 3 clusters Score -3453798 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3454430.000000 Penalty: 5049.929199
	Iteration 2F: 3 clusters Score -3454430 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3455011.500000 Penalty: 5049.929199
	Iteration 3F: 3 clusters Score -3455012 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3455746.250000 Penalty: 5049.929199
	Iteration 4F: 3 clusters Score -3455746 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3456661.000000 Penalty: 5049.929199
	Iteration 5F: 3 clusters Score -3456661 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3457722.250000 Penalty: 5049.929199
	Iteration 6F: 3 clusters Score -3457722 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3458768.250000 Penalty: 5049.929199
	Iteration 7F: 3 clusters Score -3458768 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -3459611.250000 Penalty: 5049.929199
	Iteration 8Q: 3 clusters Score -3459611 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3460249.500000 Penalty: 5049.929199
	Iteration 9Q: 3 clusters Score -3460250 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3460648.000000 Penalty: 5049.929199
	Iteration 10Q: 3 clusters Score -3460648 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -3460909.250000 Penalty: 5049.929199
	Iteration 11Q: 3 clusters Score -3460909 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3461096.250000 Penalty: 5049.929199
	Iteration 12Q: 3 clusters Score -3461096 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3461224.750000 Penalty: 5049.929199
	Iteration 13Q: 3 clusters Score -3461225 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3461359.500000 Penalty: 5049.929199
	Iteration 14Q: 3 clusters Score -3461360 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3461455.250000 Penalty: 5049.929199
	Iteration 15Q: 3 clusters Score -3461455 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3461566.000000 Penalty: 5049.929199
	Iteration 16Q: 3 clusters Score -3461566 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3461675.500000 Penalty: 5049.929199
	Iteration 17Q: 3 clusters Score -3461676 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3461759.750000 Penalty: 5049.929199
	Iteration 18Q: 3 clusters Score -3461760 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3461856.750000 Penalty: 5049.929199
	Iteration 19Q: 3 clusters Score -3461857 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -3461955.000000 Penalty: 5049.929199
	Iteration 20F: 3 clusters Score -3461955 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3462068.750000 Penalty: 5049.929199
	Iteration 21Q: 3 clusters Score -3462069 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3462154.000000 Penalty: 5049.929199
	Iteration 22Q: 3 clusters Score -3462154 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3462256.000000 Penalty: 5049.929199
	Iteration 23Q: 3 clusters Score -3462256 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3462339.750000 Penalty: 5049.929199
	Iteration 24Q: 3 clusters Score -3462340 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3462420.250000 Penalty: 5049.929199
	Iteration 25Q: 3 clusters Score -3462420 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3462483.250000 Penalty: 5049.929199
	Iteration 26Q: 3 clusters Score -3462483 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3462540.500000 Penalty: 5049.929199
	Iteration 27Q: 3 clusters Score -3462540 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3462602.250000 Penalty: 5049.929199
	Iteration 28Q: 3 clusters Score -3462602 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3462678.500000 Penalty: 5049.929199
	Iteration 29Q: 3 clusters Score -3462678 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3462727.000000 Penalty: 5049.929199
	Iteration 30Q: 3 clusters Score -3462727 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3462777.500000 Penalty: 5049.929199
	Iteration 31Q: 3 clusters Score -3462778 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3462835.750000 Penalty: 5049.929199
	Iteration 32Q: 3 clusters Score -3462836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3462872.750000 Penalty: 5049.929199
	Iteration 33Q: 3 clusters Score -3462873 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3462910.750000 Penalty: 5049.929199
	Iteration 34Q: 3 clusters Score -3462911 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3462936.500000 Penalty: 5049.929199
	Iteration 35Q: 3 clusters Score -3462936 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3462954.000000 Penalty: 5049.929199
	Iteration 36Q: 3 clusters Score -3462954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3462967.500000 Penalty: 5049.929199
	Iteration 37Q: 3 clusters Score -3462968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3462988.000000 Penalty: 5049.929199
	Iteration 38Q: 3 clusters Score -3462988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3462996.500000 Penalty: 5049.929199
	Iteration 39Q: 3 clusters Score -3462996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3463010.000000 Penalty: 5049.929199
	Iteration 40F: 3 clusters Score -3463010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3463013.750000 Penalty: 5049.929199
	Iteration 41Q: 3 clusters Score -3463014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3463022.000000 Penalty: 5049.929199
	Iteration 42Q: 3 clusters Score -3463022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3463034.000000 Penalty: 5049.929199
	Iteration 43Q: 3 clusters Score -3463034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3463038.750000 Penalty: 5049.929199
	Iteration 44Q: 3 clusters Score -3463039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3463046.500000 Penalty: 5049.929199
	Iteration 45Q: 3 clusters Score -3463046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3463046.250000 Penalty: 5049.929199
	Iteration 46Q: 3 clusters Score -3463046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3463056.000000 Penalty: 5049.929199
	Iteration 47Q: 3 clusters Score -3463056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3463070.750000 Penalty: 5049.929199
	Iteration 48Q: 3 clusters Score -3463071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3463084.750000 Penalty: 5049.929199
	Iteration 49Q: 3 clusters Score -3463085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3463085.250000 Penalty: 5049.929199
	Iteration 50Q: 3 clusters Score -3463085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3463094.500000 Penalty: 5049.929199
	Iteration 51Q: 3 clusters Score -3463094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3463094.750000 Penalty: 5049.929199
	Iteration 52Q: 3 clusters Score -3463095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3463105.000000 Penalty: 5049.929199
	Iteration 53Q: 3 clusters Score -3463105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3463108.500000 Penalty: 5049.929199
	Iteration 54Q: 3 clusters Score -3463108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3463114.750000 Penalty: 5049.929199
	Iteration 55Q: 3 clusters Score -3463115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3463115.500000 Penalty: 5049.929199
	Iteration 56Q: 3 clusters Score -3463116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3463132.250000 Penalty: 5049.929199
	Iteration 57Q: 3 clusters Score -3463132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3463131.500000 Penalty: 5049.929199
	Iteration 58Q: 3 clusters Score -3463132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3463137.500000 Penalty: 5049.929199
	Iteration 59Q: 3 clusters Score -3463138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3463140.250000 Penalty: 5049.929199
	Iteration 60F: 3 clusters Score -3463140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3463142.250000 Penalty: 5049.929199
	Iteration 61Q: 3 clusters Score -3463142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3463140.500000 Penalty: 5049.929199
	Iteration 62Q: 3 clusters Score -3463140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3463145.750000 Penalty: 5049.929199
	Iteration 63Q: 3 clusters Score -3463146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3463142.750000 Penalty: 5049.929199
	Iteration 64Q: 3 clusters Score -3463143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3463144.000000 Penalty: 5049.929199
	Iteration 65Q: 3 clusters Score -3463144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3463141.500000 Penalty: 5049.929199
	Iteration 66Q: 3 clusters Score -3463142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3463142.000000 Penalty: 5049.929199
	Iteration 67Q: 3 clusters Score -3463142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3463145.500000 Penalty: 5049.929199
	Iteration 68Q: 3 clusters Score -3463146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3463149.500000 Penalty: 5049.929199
	Iteration 69Q: 3 clusters Score -3463150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3463145.500000 Penalty: 5049.929199
	Iteration 70Q: 3 clusters Score -3463146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3463152.500000 Penalty: 5049.929199
	Iteration 71Q: 3 clusters Score -3463152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3463151.250000 Penalty: 5049.929199
	Iteration 72Q: 3 clusters Score -3463151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3463152.750000 Penalty: 5049.929199
	Iteration 73Q: 3 clusters Score -3463153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3463154.000000 Penalty: 5049.929199
	Iteration 74Q: 3 clusters Score -3463154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3463154.750000 Penalty: 5049.929199
	Iteration 75Q: 3 clusters Score -3463155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3463161.250000 Penalty: 5049.929199
	Iteration 76Q: 3 clusters Score -3463161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3463161.000000 Penalty: 5049.929199
	Iteration 77Q: 3 clusters Score -3463161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3463159.000000 Penalty: 5049.929199
	Iteration 78Q: 3 clusters Score -3463159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3463160.500000 Penalty: 5049.929199
	Iteration 79Q: 3 clusters Score -3463160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3463168.000000 Penalty: 5049.929199
	Iteration 80F: 3 clusters Score -3463168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3463167.250000 Penalty: 5049.929199
	Iteration 81Q: 3 clusters Score -3463167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3463167.750000 Penalty: 5049.929199
	Iteration 82Q: 3 clusters Score -3463168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3463175.250000 Penalty: 5049.929199
	Iteration 83Q: 3 clusters Score -3463175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3463180.000000 Penalty: 5049.929199
	Iteration 84Q: 3 clusters Score -3463180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3463179.500000 Penalty: 5049.929199
	Iteration 85Q: 3 clusters Score -3463180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3463180.000000 Penalty: 5049.929199
	Iteration 86Q: 3 clusters Score -3463180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3463181.500000 Penalty: 5049.929199
	Iteration 87Q: 3 clusters Score -3463182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3463181.250000 Penalty: 5049.929199
	Iteration 88Q: 3 clusters Score -3463181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3463182.250000 Penalty: 5049.929199
	Iteration 89Q: 3 clusters Score -3463182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3463182.500000 Penalty: 5049.929199
	Iteration 90Q: 3 clusters Score -3463182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3463182.500000 Penalty: 5049.929199
	Iteration 91F: 3 clusters Score -3463182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Entering Unmasked Estep 
Score: -4383624.000000 Penalty: 2590.683838
	Iteration 0F: 2 clusters Score -4383624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4360125.500000 Penalty: 5181.367676
	Iteration 0F: 3 clusters Score -4360126 nChanged 15683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -4368639.000000 Penalty: 5181.367676
	Iteration 1F: 3 clusters Score -4368639 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -4369059.500000 Penalty: 5181.367676
	Iteration 2Q: 3 clusters Score -4369060 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -4369455.000000 Penalty: 5181.367676
	Iteration 3Q: 3 clusters Score -4369455 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4369789.500000 Penalty: 5181.367676
	Iteration 4Q: 3 clusters Score -4369790 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4370097.500000 Penalty: 5181.367676
	Iteration 5Q: 3 clusters Score -4370098 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -4370468.000000 Penalty: 5181.367676
	Iteration 6Q: 3 clusters Score -4370468 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4370939.500000 Penalty: 5181.367676
	Iteration 7Q: 3 clusters Score -4370940 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -4371637.500000 Penalty: 5181.367676
	Iteration 8Q: 3 clusters Score -4371638 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -4372574.500000 Penalty: 5181.367676
	Iteration 9Q: 3 clusters Score -4372574 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -4373850.000000 Penalty: 5181.367676
	Iteration 10F: 3 clusters Score -4373850 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -4375380.500000 Penalty: 5181.367676
	Iteration 11F: 3 clusters Score -4375380 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -4376984.000000 Penalty: 5181.367676
	Iteration 12F: 3 clusters Score -4376984 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4378353.500000 Penalty: 5181.367676
	Iteration 13Q: 3 clusters Score -4378354 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -4379379.500000 Penalty: 5181.367676
	Iteration 14Q: 3 clusters Score -4379380 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4380085.000000 Penalty: 5181.367676
	Iteration 15Q: 3 clusters Score -4380085 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -4380591.500000 Penalty: 5181.367676
	Iteration 16Q: 3 clusters Score -4380592 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4380925.500000 Penalty: 5181.367676
	Iteration 17Q: 3 clusters Score -4380926 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -4381093.000000 Penalty: 5181.367676
	Iteration 18Q: 3 clusters Score -4381093 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -4381194.000000 Penalty: 5181.367676
	Iteration 19Q: 3 clusters Score -4381194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4381277.500000 Penalty: 5181.367676
	Iteration 20F: 3 clusters Score -4381278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -4381315.000000 Penalty: 5181.367676
	Iteration 21Q: 3 clusters Score -4381315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -4381340.000000 Penalty: 5181.367676
	Iteration 22Q: 3 clusters Score -4381340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -4381361.500000 Penalty: 5181.367676
	Iteration 23Q: 3 clusters Score -4381362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -4381372.500000 Penalty: 5181.367676
	Iteration 24Q: 3 clusters Score -4381372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -4381383.500000 Penalty: 5181.367676
	Iteration 25Q: 3 clusters Score -4381384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -4381395.000000 Penalty: 5181.367676
	Iteration 26Q: 3 clusters Score -4381395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -4381412.000000 Penalty: 5181.367676
	Iteration 27Q: 3 clusters Score -4381412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -4381420.500000 Penalty: 5181.367676
	Iteration 28Q: 3 clusters Score -4381420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4381424.000000 Penalty: 5181.367676
	Iteration 29Q: 3 clusters Score -4381424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4381431.000000 Penalty: 5181.367676
	Iteration 30Q: 3 clusters Score -4381431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4381434.500000 Penalty: 5181.367676
	Iteration 31Q: 3 clusters Score -4381434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -4381432.500000 Penalty: 5181.367676
	Iteration 32Q: 3 clusters Score -4381432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -4381431.000000 Penalty: 5181.367676
	Iteration 33Q: 3 clusters Score -4381431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -4381431.000000 Penalty: 5181.367676
	Iteration 34F: 3 clusters Score -4381431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Entering Unmasked Estep 
Score: -1088686.750000 Penalty: 2244.849609
	Iteration 0F: 2 clusters Score -1088687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1081986.625000 Penalty: 4489.699219
	Iteration 0F: 3 clusters Score -1081987 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1083776.625000 Penalty: 4489.699219
	Iteration 1F: 3 clusters Score -1083777 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1084012.875000 Penalty: 4489.699219
	Iteration 2F: 3 clusters Score -1084013 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1084180.000000 Penalty: 4489.699219
	Iteration 3Q: 3 clusters Score -1084180 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1084274.500000 Penalty: 4489.699219
	Iteration 4Q: 3 clusters Score -1084274 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1084337.750000 Penalty: 4489.699219
	Iteration 5Q: 3 clusters Score -1084338 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1084391.750000 Penalty: 4489.699219
	Iteration 6Q: 3 clusters Score -1084392 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1084441.750000 Penalty: 4489.699219
	Iteration 7Q: 3 clusters Score -1084442 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1084491.125000 Penalty: 4489.699219
	Iteration 8Q: 3 clusters Score -1084491 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1084531.000000 Penalty: 4489.699219
	Iteration 9Q: 3 clusters Score -1084531 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1084574.250000 Penalty: 4489.699219
	Iteration 10Q: 3 clusters Score -1084574 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1084614.625000 Penalty: 4489.699219
	Iteration 11Q: 3 clusters Score -1084615 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1084670.125000 Penalty: 4489.699219
	Iteration 12Q: 3 clusters Score -1084670 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1084732.500000 Penalty: 4489.699219
	Iteration 13Q: 3 clusters Score -1084732 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1084802.125000 Penalty: 4489.699219
	Iteration 14Q: 3 clusters Score -1084802 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1084874.875000 Penalty: 4489.699219
	Iteration 15Q: 3 clusters Score -1084875 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1084951.125000 Penalty: 4489.699219
	Iteration 16Q: 3 clusters Score -1084951 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1085032.500000 Penalty: 4489.699219
	Iteration 17Q: 3 clusters Score -1085032 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1085123.375000 Penalty: 4489.699219
	Iteration 18Q: 3 clusters Score -1085123 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1085246.000000 Penalty: 4489.699219
	Iteration 19Q: 3 clusters Score -1085246 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1085396.500000 Penalty: 4489.699219
	Iteration 20F: 3 clusters Score -1085396 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1085538.625000 Penalty: 4489.699219
	Iteration 21Q: 3 clusters Score -1085539 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1085707.875000 Penalty: 4489.699219
	Iteration 22Q: 3 clusters Score -1085708 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1085886.875000 Penalty: 4489.699219
	Iteration 23Q: 3 clusters Score -1085887 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1086071.000000 Penalty: 4489.699219
	Iteration 24Q: 3 clusters Score -1086071 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1086240.875000 Penalty: 4489.699219
	Iteration 25Q: 3 clusters Score -1086241 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1086433.500000 Penalty: 4489.699219
	Iteration 26Q: 3 clusters Score -1086434 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1086577.750000 Penalty: 4489.699219
	Iteration 27Q: 3 clusters Score -1086578 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1086650.750000 Penalty: 4489.699219
	Iteration 28Q: 3 clusters Score -1086651 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1086698.000000 Penalty: 4489.699219
	Iteration 29Q: 3 clusters Score -1086698 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1086746.750000 Penalty: 4489.699219
	Iteration 30Q: 3 clusters Score -1086747 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1086784.875000 Penalty: 4489.699219
	Iteration 31Q: 3 clusters Score -1086785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1086811.000000 Penalty: 4489.699219
	Iteration 32Q: 3 clusters Score -1086811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1086832.875000 Penalty: 4489.699219
	Iteration 33Q: 3 clusters Score -1086833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1086841.625000 Penalty: 4489.699219
	Iteration 34Q: 3 clusters Score -1086842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1086860.000000 Penalty: 4489.699219
	Iteration 35Q: 3 clusters Score -1086860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1086874.125000 Penalty: 4489.699219
	Iteration 36Q: 3 clusters Score -1086874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1086891.375000 Penalty: 4489.699219
	Iteration 37Q: 3 clusters Score -1086891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1086904.000000 Penalty: 4489.699219
	Iteration 38Q: 3 clusters Score -1086904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1086907.875000 Penalty: 4489.699219
	Iteration 39Q: 3 clusters Score -1086908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1086908.375000 Penalty: 4489.699219
	Iteration 40F: 3 clusters Score -1086908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1086913.000000 Penalty: 4489.699219
	Iteration 41Q: 3 clusters Score -1086913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1086921.875000 Penalty: 4489.699219
	Iteration 42Q: 3 clusters Score -1086922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1086927.750000 Penalty: 4489.699219
	Iteration 43Q: 3 clusters Score -1086928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1086933.000000 Penalty: 4489.699219
	Iteration 44Q: 3 clusters Score -1086933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1086935.875000 Penalty: 4489.699219
	Iteration 45Q: 3 clusters Score -1086936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1086939.625000 Penalty: 4489.699219
	Iteration 46Q: 3 clusters Score -1086940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1086942.625000 Penalty: 4489.699219
	Iteration 47Q: 3 clusters Score -1086943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1086943.875000 Penalty: 4489.699219
	Iteration 48Q: 3 clusters Score -1086944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1086947.625000 Penalty: 4489.699219
	Iteration 49Q: 3 clusters Score -1086948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1086952.500000 Penalty: 4489.699219
	Iteration 50Q: 3 clusters Score -1086952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1086953.625000 Penalty: 4489.699219
	Iteration 51Q: 3 clusters Score -1086954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1086953.625000 Penalty: 4489.699219
	Iteration 52F: 3 clusters Score -1086954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (149868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149868 members 
Entering Unmasked Estep 
Score: -19417762.000000 Penalty: 2955.542480
	Iteration 0F: 2 clusters Score -1.941776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 74907 members 
Entering Unmasked Estep 
Score: -19319178.000000 Penalty: 5911.084961
	Iteration 0F: 3 clusters Score -1.931918e+07 nChanged 71588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76825 members 
Mstep: Class 2 contains 73043 members 
Entering Unmasked Estep 
Score: -19360562.000000 Penalty: 5911.084961
	Iteration 1F: 3 clusters Score -1.936056e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 71863 members 
Entering Unmasked Estep 
Score: -19361452.000000 Penalty: 5911.084961
	Iteration 2Q: 3 clusters Score -1.936145e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -19362568.000000 Penalty: 5911.084961
	Iteration 3Q: 3 clusters Score -1.936257e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -19364128.000000 Penalty: 5911.084961
	Iteration 4Q: 3 clusters Score -1.936413e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -19366292.000000 Penalty: 5911.084961
	Iteration 5Q: 3 clusters Score -1.936629e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -19369584.000000 Penalty: 5911.084961
	Iteration 6Q: 3 clusters Score -1.936958e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -19374912.000000 Penalty: 5911.084961
	Iteration 7F: 3 clusters Score -1.937491e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105699 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -19382826.000000 Penalty: 5911.084961
	Iteration 8F: 3 clusters Score -1.938283e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113690 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -19391802.000000 Penalty: 5911.084961
	Iteration 9F: 3 clusters Score -1.93918e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119864 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -19400352.000000 Penalty: 5911.084961
	Iteration 10F: 3 clusters Score -1.940035e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123346 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -19405974.000000 Penalty: 5911.084961
	Iteration 11Q: 3 clusters Score -1.940597e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125149 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -19409184.000000 Penalty: 5911.084961
	Iteration 12Q: 3 clusters Score -1.940918e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126239 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -19410884.000000 Penalty: 5911.084961
	Iteration 13Q: 3 clusters Score -1.941088e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126980 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -19412044.000000 Penalty: 5911.084961
	Iteration 14Q: 3 clusters Score -1.941204e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127532 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -19412758.000000 Penalty: 5911.084961
	Iteration 15Q: 3 clusters Score -1.941276e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127935 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -19413348.000000 Penalty: 5911.084961
	Iteration 16Q: 3 clusters Score -1.941335e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128243 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -19413738.000000 Penalty: 5911.084961
	Iteration 17Q: 3 clusters Score -1.941374e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128478 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -19413938.000000 Penalty: 5911.084961
	Iteration 18Q: 3 clusters Score -1.941394e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128627 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -19414158.000000 Penalty: 5911.084961
	Iteration 19Q: 3 clusters Score -1.941416e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128727 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -19414296.000000 Penalty: 5911.084961
	Iteration 20F: 3 clusters Score -1.94143e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128824 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -19414370.000000 Penalty: 5911.084961
	Iteration 21Q: 3 clusters Score -1.941437e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128933 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -19414460.000000 Penalty: 5911.084961
	Iteration 22Q: 3 clusters Score -1.941446e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129047 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -19414476.000000 Penalty: 5911.084961
	Iteration 23Q: 3 clusters Score -1.941448e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129132 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -19414506.000000 Penalty: 5911.084961
	Iteration 24Q: 3 clusters Score -1.941451e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129206 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -19414494.000000 Penalty: 5911.084961
	Iteration 25Q: 3 clusters Score -1.941449e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129256 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -19414500.000000 Penalty: 5911.084961
	Iteration 26Q: 3 clusters Score -1.94145e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129311 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -19414524.000000 Penalty: 5911.084961
	Iteration 27Q: 3 clusters Score -1.941452e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129352 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -19414540.000000 Penalty: 5911.084961
	Iteration 28Q: 3 clusters Score -1.941454e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129397 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -19414536.000000 Penalty: 5911.084961
	Iteration 29Q: 3 clusters Score -1.941454e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129441 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -19414512.000000 Penalty: 5911.084961
	Iteration 30Q: 3 clusters Score -1.941451e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129479 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -19414516.000000 Penalty: 5911.084961
	Iteration 31Q: 3 clusters Score -1.941452e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129535 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -19414544.000000 Penalty: 5911.084961
	Iteration 32Q: 3 clusters Score -1.941454e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129599 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -19414536.000000 Penalty: 5911.084961
	Iteration 33Q: 3 clusters Score -1.941454e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129663 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -19414536.000000 Penalty: 5911.084961
	Iteration 34Q: 3 clusters Score -1.941454e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129705 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -19414516.000000 Penalty: 5911.084961
	Iteration 35Q: 3 clusters Score -1.941452e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129748 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -19414518.000000 Penalty: 5911.084961
	Iteration 36Q: 3 clusters Score -1.941452e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129786 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -19414506.000000 Penalty: 5911.084961
	Iteration 37Q: 3 clusters Score -1.941451e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129822 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -19414512.000000 Penalty: 5911.084961
	Iteration 38Q: 3 clusters Score -1.941451e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129867 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -19414548.000000 Penalty: 5911.084961
	Iteration 39Q: 3 clusters Score -1.941455e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129915 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -19414528.000000 Penalty: 5911.084961
	Iteration 40F: 3 clusters Score -1.941453e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129962 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -19414546.000000 Penalty: 5911.084961
	Iteration 41Q: 3 clusters Score -1.941455e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130007 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -19414562.000000 Penalty: 5911.084961
	Iteration 42Q: 3 clusters Score -1.941456e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130051 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -19414576.000000 Penalty: 5911.084961
	Iteration 43Q: 3 clusters Score -1.941458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130083 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -19414608.000000 Penalty: 5911.084961
	Iteration 44Q: 3 clusters Score -1.941461e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -19414582.000000 Penalty: 5911.084961
	Iteration 45Q: 3 clusters Score -1.941458e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130154 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -19414570.000000 Penalty: 5911.084961
	Iteration 46Q: 3 clusters Score -1.941457e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130188 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -19414594.000000 Penalty: 5911.084961
	Iteration 47Q: 3 clusters Score -1.941459e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130236 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -19414602.000000 Penalty: 5911.084961
	Iteration 48Q: 3 clusters Score -1.94146e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130272 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -19414608.000000 Penalty: 5911.084961
	Iteration 49Q: 3 clusters Score -1.941461e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130308 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -19414598.000000 Penalty: 5911.084961
	Iteration 50Q: 3 clusters Score -1.94146e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130343 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -19414606.000000 Penalty: 5911.084961
	Iteration 51Q: 3 clusters Score -1.941461e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130375 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -19414606.000000 Penalty: 5911.084961
	Iteration 52Q: 3 clusters Score -1.941461e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130405 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -19414622.000000 Penalty: 5911.084961
	Iteration 53Q: 3 clusters Score -1.941462e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130429 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -19414606.000000 Penalty: 5911.084961
	Iteration 54Q: 3 clusters Score -1.941461e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130457 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -19414596.000000 Penalty: 5911.084961
	Iteration 55Q: 3 clusters Score -1.94146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130488 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -19414590.000000 Penalty: 5911.084961
	Iteration 56Q: 3 clusters Score -1.941459e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130519 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -19414612.000000 Penalty: 5911.084961
	Iteration 57Q: 3 clusters Score -1.941461e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130550 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -19414576.000000 Penalty: 5911.084961
	Iteration 58Q: 3 clusters Score -1.941458e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130582 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -19414564.000000 Penalty: 5911.084961
	Iteration 59Q: 3 clusters Score -1.941456e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -19414570.000000 Penalty: 5911.084961
	Iteration 60F: 3 clusters Score -1.941457e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130641 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -19414578.000000 Penalty: 5911.084961
	Iteration 61Q: 3 clusters Score -1.941458e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130668 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -19414562.000000 Penalty: 5911.084961
	Iteration 62Q: 3 clusters Score -1.941456e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130691 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -19414550.000000 Penalty: 5911.084961
	Iteration 63Q: 3 clusters Score -1.941455e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130720 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -19414564.000000 Penalty: 5911.084961
	Iteration 64Q: 3 clusters Score -1.941456e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130749 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -19414584.000000 Penalty: 5911.084961
	Iteration 65Q: 3 clusters Score -1.941458e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130779 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -19414574.000000 Penalty: 5911.084961
	Iteration 66Q: 3 clusters Score -1.941457e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130806 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -19414568.000000 Penalty: 5911.084961
	Iteration 67Q: 3 clusters Score -1.941457e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130831 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -19414572.000000 Penalty: 5911.084961
	Iteration 68Q: 3 clusters Score -1.941457e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130856 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -19414580.000000 Penalty: 5911.084961
	Iteration 69Q: 3 clusters Score -1.941458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -19414590.000000 Penalty: 5911.084961
	Iteration 70Q: 3 clusters Score -1.941459e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130915 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -19414600.000000 Penalty: 5911.084961
	Iteration 71Q: 3 clusters Score -1.94146e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130959 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -19414594.000000 Penalty: 5911.084961
	Iteration 72Q: 3 clusters Score -1.941459e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130990 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -19414610.000000 Penalty: 5911.084961
	Iteration 73Q: 3 clusters Score -1.941461e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131020 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -19414590.000000 Penalty: 5911.084961
	Iteration 74Q: 3 clusters Score -1.941459e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131047 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -19414602.000000 Penalty: 5911.084961
	Iteration 75Q: 3 clusters Score -1.94146e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131075 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -19414596.000000 Penalty: 5911.084961
	Iteration 76Q: 3 clusters Score -1.94146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131104 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -19414596.000000 Penalty: 5911.084961
	Iteration 77Q: 3 clusters Score -1.94146e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131133 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -19414598.000000 Penalty: 5911.084961
	Iteration 78Q: 3 clusters Score -1.94146e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131164 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -19414626.000000 Penalty: 5911.084961
	Iteration 79Q: 3 clusters Score -1.941463e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131199 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -19414608.000000 Penalty: 5911.084961
	Iteration 80F: 3 clusters Score -1.941461e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131236 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -19414602.000000 Penalty: 5911.084961
	Iteration 81Q: 3 clusters Score -1.94146e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131279 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -19414594.000000 Penalty: 5911.084961
	Iteration 82Q: 3 clusters Score -1.941459e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131319 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -19414606.000000 Penalty: 5911.084961
	Iteration 83Q: 3 clusters Score -1.941461e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131356 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -19414580.000000 Penalty: 5911.084961
	Iteration 84Q: 3 clusters Score -1.941458e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131396 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -19414622.000000 Penalty: 5911.084961
	Iteration 85Q: 3 clusters Score -1.941462e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131440 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -19414614.000000 Penalty: 5911.084961
	Iteration 86Q: 3 clusters Score -1.941461e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131473 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -19414620.000000 Penalty: 5911.084961
	Iteration 87Q: 3 clusters Score -1.941462e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131509 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -19414656.000000 Penalty: 5911.084961
	Iteration 88Q: 3 clusters Score -1.941466e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131548 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -19414658.000000 Penalty: 5911.084961
	Iteration 89Q: 3 clusters Score -1.941466e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131576 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -19414660.000000 Penalty: 5911.084961
	Iteration 90Q: 3 clusters Score -1.941466e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131617 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -19414664.000000 Penalty: 5911.084961
	Iteration 91Q: 3 clusters Score -1.941466e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131654 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -19414632.000000 Penalty: 5911.084961
	Iteration 92Q: 3 clusters Score -1.941463e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131695 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -19414630.000000 Penalty: 5911.084961
	Iteration 93Q: 3 clusters Score -1.941463e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131727 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -19414642.000000 Penalty: 5911.084961
	Iteration 94Q: 3 clusters Score -1.941464e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131762 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -19414626.000000 Penalty: 5911.084961
	Iteration 95Q: 3 clusters Score -1.941463e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131800 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -19414624.000000 Penalty: 5911.084961
	Iteration 96Q: 3 clusters Score -1.941462e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131831 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -19414630.000000 Penalty: 5911.084961
	Iteration 97Q: 3 clusters Score -1.941463e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131861 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -19414644.000000 Penalty: 5911.084961
	Iteration 98Q: 3 clusters Score -1.941464e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131890 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -19414652.000000 Penalty: 5911.084961
	Iteration 99Q: 3 clusters Score -1.941465e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131918 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -19414632.000000 Penalty: 5911.084961
	Iteration 100F: 3 clusters Score -1.941463e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131943 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -19414630.000000 Penalty: 5911.084961
	Iteration 101Q: 3 clusters Score -1.941463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131966 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -19414642.000000 Penalty: 5911.084961
	Iteration 102Q: 3 clusters Score -1.941464e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131989 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -19414654.000000 Penalty: 5911.084961
	Iteration 103Q: 3 clusters Score -1.941465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132016 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -19414648.000000 Penalty: 5911.084961
	Iteration 104Q: 3 clusters Score -1.941465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132038 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -19414662.000000 Penalty: 5911.084961
	Iteration 105Q: 3 clusters Score -1.941466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132060 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -19414656.000000 Penalty: 5911.084961
	Iteration 106Q: 3 clusters Score -1.941466e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132082 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -19414666.000000 Penalty: 5911.084961
	Iteration 107Q: 3 clusters Score -1.941467e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132109 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -19414654.000000 Penalty: 5911.084961
	Iteration 108Q: 3 clusters Score -1.941465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132135 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -19414630.000000 Penalty: 5911.084961
	Iteration 109Q: 3 clusters Score -1.941463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132157 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -19414626.000000 Penalty: 5911.084961
	Iteration 110Q: 3 clusters Score -1.941463e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132171 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -19414618.000000 Penalty: 5911.084961
	Iteration 111Q: 3 clusters Score -1.941462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132189 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -19414634.000000 Penalty: 5911.084961
	Iteration 112Q: 3 clusters Score -1.941463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132198 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -19414596.000000 Penalty: 5911.084961
	Iteration 113Q: 3 clusters Score -1.94146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132208 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -19414608.000000 Penalty: 5911.084961
	Iteration 114Q: 3 clusters Score -1.941461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132219 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -19414622.000000 Penalty: 5911.084961
	Iteration 115Q: 3 clusters Score -1.941462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132230 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -19414620.000000 Penalty: 5911.084961
	Iteration 116Q: 3 clusters Score -1.941462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132243 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -19414644.000000 Penalty: 5911.084961
	Iteration 117Q: 3 clusters Score -1.941464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132257 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -19414664.000000 Penalty: 5911.084961
	Iteration 118Q: 3 clusters Score -1.941466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132276 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -19414660.000000 Penalty: 5911.084961
	Iteration 119Q: 3 clusters Score -1.941466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132290 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -19414636.000000 Penalty: 5911.084961
	Iteration 120F: 3 clusters Score -1.941464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132301 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -19414634.000000 Penalty: 5911.084961
	Iteration 121Q: 3 clusters Score -1.941463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132310 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -19414634.000000 Penalty: 5911.084961
	Iteration 122Q: 3 clusters Score -1.941463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132317 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -19414626.000000 Penalty: 5911.084961
	Iteration 123Q: 3 clusters Score -1.941463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132329 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -19414638.000000 Penalty: 5911.084961
	Iteration 124Q: 3 clusters Score -1.941464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132347 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -19414632.000000 Penalty: 5911.084961
	Iteration 125Q: 3 clusters Score -1.941463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132360 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -19414644.000000 Penalty: 5911.084961
	Iteration 126Q: 3 clusters Score -1.941464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132372 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -19414640.000000 Penalty: 5911.084961
	Iteration 127Q: 3 clusters Score -1.941464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132378 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -19414624.000000 Penalty: 5911.084961
	Iteration 128Q: 3 clusters Score -1.941462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132381 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -19414620.000000 Penalty: 5911.084961
	Iteration 129Q: 3 clusters Score -1.941462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132384 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -19414628.000000 Penalty: 5911.084961
	Iteration 130Q: 3 clusters Score -1.941463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132386 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -19414624.000000 Penalty: 5911.084961
	Iteration 131Q: 3 clusters Score -1.941462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132389 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -19414626.000000 Penalty: 5911.084961
	Iteration 132Q: 3 clusters Score -1.941463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132396 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -19414620.000000 Penalty: 5911.084961
	Iteration 133Q: 3 clusters Score -1.941462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132406 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -19414640.000000 Penalty: 5911.084961
	Iteration 134Q: 3 clusters Score -1.941464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132415 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -19414628.000000 Penalty: 5911.084961
	Iteration 135Q: 3 clusters Score -1.941463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132423 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -19414624.000000 Penalty: 5911.084961
	Iteration 136Q: 3 clusters Score -1.941462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132431 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -19414610.000000 Penalty: 5911.084961
	Iteration 137Q: 3 clusters Score -1.941461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132439 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -19414588.000000 Penalty: 5911.084961
	Iteration 138Q: 3 clusters Score -1.941459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132440 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -19414592.000000 Penalty: 5911.084961
	Iteration 139Q: 3 clusters Score -1.941459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132444 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -19414596.000000 Penalty: 5911.084961
	Iteration 140F: 3 clusters Score -1.94146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132449 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -19414606.000000 Penalty: 5911.084961
	Iteration 141Q: 3 clusters Score -1.941461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132455 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -19414610.000000 Penalty: 5911.084961
	Iteration 142Q: 3 clusters Score -1.941461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132461 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -19414612.000000 Penalty: 5911.084961
	Iteration 143Q: 3 clusters Score -1.941461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132468 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -19414604.000000 Penalty: 5911.084961
	Iteration 144Q: 3 clusters Score -1.94146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132473 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -19414598.000000 Penalty: 5911.084961
	Iteration 145Q: 3 clusters Score -1.94146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132481 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -19414596.000000 Penalty: 5911.084961
	Iteration 146Q: 3 clusters Score -1.94146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132488 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -19414618.000000 Penalty: 5911.084961
	Iteration 147Q: 3 clusters Score -1.941462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132495 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -19414618.000000 Penalty: 5911.084961
	Iteration 148Q: 3 clusters Score -1.941462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132501 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -19414628.000000 Penalty: 5911.084961
	Iteration 149Q: 3 clusters Score -1.941463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132509 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -19414614.000000 Penalty: 5911.084961
	Iteration 150Q: 3 clusters Score -1.941461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132513 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -19414618.000000 Penalty: 5911.084961
	Iteration 151Q: 3 clusters Score -1.941462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132516 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -19414628.000000 Penalty: 5911.084961
	Iteration 152Q: 3 clusters Score -1.941463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132523 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -19414614.000000 Penalty: 5911.084961
	Iteration 153Q: 3 clusters Score -1.941461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132527 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -19414618.000000 Penalty: 5911.084961
	Iteration 154Q: 3 clusters Score -1.941462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132530 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -19414616.000000 Penalty: 5911.084961
	Iteration 155Q: 3 clusters Score -1.941462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132531 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -19414614.000000 Penalty: 5911.084961
	Iteration 156Q: 3 clusters Score -1.941461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132531 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -19414614.000000 Penalty: 5911.084961
	Iteration 157F: 3 clusters Score -1.941461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -297253.406250 Penalty: 1938.970703
	Iteration 0F: 2 clusters Score -297253.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -294382.562500 Penalty: 3877.941406
	Iteration 0F: 3 clusters Score -294382.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -294943.843750 Penalty: 3877.941406
	Iteration 1F: 3 clusters Score -294943.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -295079.187500 Penalty: 3877.941406
	Iteration 2F: 3 clusters Score -295079.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -295161.406250 Penalty: 3877.941406
	Iteration 3Q: 3 clusters Score -295161.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -295211.281250 Penalty: 3877.941406
	Iteration 4Q: 3 clusters Score -295211.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -295251.812500 Penalty: 3877.941406
	Iteration 5Q: 3 clusters Score -295251.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -295284.875000 Penalty: 3877.941406
	Iteration 6Q: 3 clusters Score -295284.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -295305.281250 Penalty: 3877.941406
	Iteration 7Q: 3 clusters Score -295305.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -295322.437500 Penalty: 3877.941406
	Iteration 8Q: 3 clusters Score -295322.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -295337.187500 Penalty: 3877.941406
	Iteration 9Q: 3 clusters Score -295337.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -295347.968750 Penalty: 3877.941406
	Iteration 10Q: 3 clusters Score -295348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -295360.093750 Penalty: 3877.941406
	Iteration 11Q: 3 clusters Score -295360.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -295368.281250 Penalty: 3877.941406
	Iteration 12Q: 3 clusters Score -295368.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -295370.500000 Penalty: 3877.941406
	Iteration 13Q: 3 clusters Score -295370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -295373.437500 Penalty: 3877.941406
	Iteration 14Q: 3 clusters Score -295373.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -295375.906250 Penalty: 3877.941406
	Iteration 15Q: 3 clusters Score -295375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -295377.781250 Penalty: 3877.941406
	Iteration 16Q: 3 clusters Score -295377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -295380.718750 Penalty: 3877.941406
	Iteration 17Q: 3 clusters Score -295380.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -295382.593750 Penalty: 3877.941406
	Iteration 18Q: 3 clusters Score -295382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -295384.656250 Penalty: 3877.941406
	Iteration 19Q: 3 clusters Score -295384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -295391.000000 Penalty: 3877.941406
	Iteration 20F: 3 clusters Score -295391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -295398.968750 Penalty: 3877.941406
	Iteration 21Q: 3 clusters Score -295399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -295406.125000 Penalty: 3877.941406
	Iteration 22Q: 3 clusters Score -295406.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -295416.906250 Penalty: 3877.941406
	Iteration 23Q: 3 clusters Score -295416.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -295424.281250 Penalty: 3877.941406
	Iteration 24Q: 3 clusters Score -295424.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -295431.187500 Penalty: 3877.941406
	Iteration 25Q: 3 clusters Score -295431.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -295445.281250 Penalty: 3877.941406
	Iteration 26Q: 3 clusters Score -295445.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -295458.906250 Penalty: 3877.941406
	Iteration 27Q: 3 clusters Score -295458.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -295467.281250 Penalty: 3877.941406
	Iteration 28Q: 3 clusters Score -295467.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -295476.312500 Penalty: 3877.941406
	Iteration 29Q: 3 clusters Score -295476.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -295483.406250 Penalty: 3877.941406
	Iteration 30Q: 3 clusters Score -295483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -295486.750000 Penalty: 3877.941406
	Iteration 31Q: 3 clusters Score -295486.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -295493.031250 Penalty: 3877.941406
	Iteration 32Q: 3 clusters Score -295493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -295497.500000 Penalty: 3877.941406
	Iteration 33Q: 3 clusters Score -295497.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -295505.312500 Penalty: 3877.941406
	Iteration 34Q: 3 clusters Score -295505.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -295515.375000 Penalty: 3877.941406
	Iteration 35Q: 3 clusters Score -295515.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -295530.281250 Penalty: 3877.941406
	Iteration 36Q: 3 clusters Score -295530.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -295547.968750 Penalty: 3877.941406
	Iteration 37Q: 3 clusters Score -295548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -295566.093750 Penalty: 3877.941406
	Iteration 38Q: 3 clusters Score -295566.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -295580.750000 Penalty: 3877.941406
	Iteration 39Q: 3 clusters Score -295580.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -295599.718750 Penalty: 3877.941406
	Iteration 40F: 3 clusters Score -295599.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -295620.093750 Penalty: 3877.941406
	Iteration 41Q: 3 clusters Score -295620.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -295638.000000 Penalty: 3877.941406
	Iteration 42Q: 3 clusters Score -295638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -295653.906250 Penalty: 3877.941406
	Iteration 43Q: 3 clusters Score -295653.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -295669.000000 Penalty: 3877.941406
	Iteration 44Q: 3 clusters Score -295669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -295685.937500 Penalty: 3877.941406
	Iteration 45Q: 3 clusters Score -295685.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -295702.593750 Penalty: 3877.941406
	Iteration 46Q: 3 clusters Score -295702.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -295710.531250 Penalty: 3877.941406
	Iteration 47Q: 3 clusters Score -295710.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -295716.968750 Penalty: 3877.941406
	Iteration 48Q: 3 clusters Score -295717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -295724.156250 Penalty: 3877.941406
	Iteration 49Q: 3 clusters Score -295724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -295728.031250 Penalty: 3877.941406
	Iteration 50Q: 3 clusters Score -295728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -295735.562500 Penalty: 3877.941406
	Iteration 51Q: 3 clusters Score -295735.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -295746.437500 Penalty: 3877.941406
	Iteration 52Q: 3 clusters Score -295746.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -295764.687500 Penalty: 3877.941406
	Iteration 53Q: 3 clusters Score -295764.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -295772.937500 Penalty: 3877.941406
	Iteration 54Q: 3 clusters Score -295772.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -295778.625000 Penalty: 3877.941406
	Iteration 55Q: 3 clusters Score -295778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -295783.468750 Penalty: 3877.941406
	Iteration 56Q: 3 clusters Score -295783.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -295785.281250 Penalty: 3877.941406
	Iteration 57Q: 3 clusters Score -295785.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -295786.437500 Penalty: 3877.941406
	Iteration 58Q: 3 clusters Score -295786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -295787.031250 Penalty: 3877.941406
	Iteration 59Q: 3 clusters Score -295787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -295788.156250 Penalty: 3877.941406
	Iteration 60F: 3 clusters Score -295788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -295790.937500 Penalty: 3877.941406
	Iteration 61Q: 3 clusters Score -295790.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -295795.625000 Penalty: 3877.941406
	Iteration 62Q: 3 clusters Score -295795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -295799.406250 Penalty: 3877.941406
	Iteration 63Q: 3 clusters Score -295799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -295801.625000 Penalty: 3877.941406
	Iteration 64Q: 3 clusters Score -295801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -295802.062500 Penalty: 3877.941406
	Iteration 65Q: 3 clusters Score -295802.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -295803.281250 Penalty: 3877.941406
	Iteration 66Q: 3 clusters Score -295803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -295803.875000 Penalty: 3877.941406
	Iteration 67Q: 3 clusters Score -295803.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -295803.875000 Penalty: 3877.941406
	Iteration 68F: 3 clusters Score -295803.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Entering Unmasked Estep 
Score: -736082.500000 Penalty: 2156.485840
	Iteration 0F: 2 clusters Score -736082.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -730966.750000 Penalty: 4312.971680
	Iteration 0F: 3 clusters Score -730966.8 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -732361.125000 Penalty: 4312.971680
	Iteration 1F: 3 clusters Score -732361.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -732708.875000 Penalty: 4312.971680
	Iteration 2F: 3 clusters Score -732708.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -733007.312500 Penalty: 4312.971680
	Iteration 3F: 3 clusters Score -733007.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -733304.250000 Penalty: 4312.971680
	Iteration 4F: 3 clusters Score -733304.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -733611.750000 Penalty: 4312.971680
	Iteration 5F: 3 clusters Score -733611.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -733901.687500 Penalty: 4312.971680
	Iteration 6F: 3 clusters Score -733901.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -734153.125000 Penalty: 4312.971680
	Iteration 7F: 3 clusters Score -734153.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -734337.312500 Penalty: 4312.971680
	Iteration 8Q: 3 clusters Score -734337.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -734466.000000 Penalty: 4312.971680
	Iteration 9Q: 3 clusters Score -734466 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -734549.687500 Penalty: 4312.971680
	Iteration 10Q: 3 clusters Score -734549.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -734612.812500 Penalty: 4312.971680
	Iteration 11Q: 3 clusters Score -734612.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -734659.875000 Penalty: 4312.971680
	Iteration 12Q: 3 clusters Score -734659.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -734693.687500 Penalty: 4312.971680
	Iteration 13Q: 3 clusters Score -734693.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -734722.062500 Penalty: 4312.971680
	Iteration 14Q: 3 clusters Score -734722.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -734742.937500 Penalty: 4312.971680
	Iteration 15Q: 3 clusters Score -734742.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -734756.500000 Penalty: 4312.971680
	Iteration 16Q: 3 clusters Score -734756.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -734771.750000 Penalty: 4312.971680
	Iteration 17Q: 3 clusters Score -734771.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -734781.812500 Penalty: 4312.971680
	Iteration 18Q: 3 clusters Score -734781.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -734789.125000 Penalty: 4312.971680
	Iteration 19Q: 3 clusters Score -734789.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -734792.437500 Penalty: 4312.971680
	Iteration 20F: 3 clusters Score -734792.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -734796.562500 Penalty: 4312.971680
	Iteration 21Q: 3 clusters Score -734796.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -734803.312500 Penalty: 4312.971680
	Iteration 22Q: 3 clusters Score -734803.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -734807.625000 Penalty: 4312.971680
	Iteration 23Q: 3 clusters Score -734807.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -734810.687500 Penalty: 4312.971680
	Iteration 24Q: 3 clusters Score -734810.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -734814.437500 Penalty: 4312.971680
	Iteration 25Q: 3 clusters Score -734814.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -734814.812500 Penalty: 4312.971680
	Iteration 26Q: 3 clusters Score -734814.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -734819.875000 Penalty: 4312.971680
	Iteration 27Q: 3 clusters Score -734819.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -734821.437500 Penalty: 4312.971680
	Iteration 28Q: 3 clusters Score -734821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -734820.000000 Penalty: 4312.971680
	Iteration 29Q: 3 clusters Score -734820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -734822.437500 Penalty: 4312.971680
	Iteration 30Q: 3 clusters Score -734822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -734822.437500 Penalty: 4312.971680
	Iteration 31F: 3 clusters Score -734822.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -687562.875000 Penalty: 2140.369385
	Iteration 0F: 2 clusters Score -687562.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -682660.562500 Penalty: 4280.738770
	Iteration 0F: 3 clusters Score -682660.6 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -683854.937500 Penalty: 4280.738770
	Iteration 1F: 3 clusters Score -683854.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -684063.062500 Penalty: 4280.738770
	Iteration 2F: 3 clusters Score -684063.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -684217.875000 Penalty: 4280.738770
	Iteration 3Q: 3 clusters Score -684217.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -684336.312500 Penalty: 4280.738770
	Iteration 4Q: 3 clusters Score -684336.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -684423.000000 Penalty: 4280.738770
	Iteration 5Q: 3 clusters Score -684423 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -684509.250000 Penalty: 4280.738770
	Iteration 6Q: 3 clusters Score -684509.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -684603.187500 Penalty: 4280.738770
	Iteration 7Q: 3 clusters Score -684603.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -684690.562500 Penalty: 4280.738770
	Iteration 8Q: 3 clusters Score -684690.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -684790.500000 Penalty: 4280.738770
	Iteration 9Q: 3 clusters Score -684790.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -684890.750000 Penalty: 4280.738770
	Iteration 10Q: 3 clusters Score -684890.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -684999.187500 Penalty: 4280.738770
	Iteration 11Q: 3 clusters Score -684999.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -685104.875000 Penalty: 4280.738770
	Iteration 12Q: 3 clusters Score -685104.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -685210.562500 Penalty: 4280.738770
	Iteration 13Q: 3 clusters Score -685210.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -685320.750000 Penalty: 4280.738770
	Iteration 14Q: 3 clusters Score -685320.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -685431.937500 Penalty: 4280.738770
	Iteration 15Q: 3 clusters Score -685431.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -685553.500000 Penalty: 4280.738770
	Iteration 16Q: 3 clusters Score -685553.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -685680.437500 Penalty: 4280.738770
	Iteration 17Q: 3 clusters Score -685680.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -685774.437500 Penalty: 4280.738770
	Iteration 18Q: 3 clusters Score -685774.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -685849.812500 Penalty: 4280.738770
	Iteration 19Q: 3 clusters Score -685849.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -685899.375000 Penalty: 4280.738770
	Iteration 20F: 3 clusters Score -685899.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -685933.875000 Penalty: 4280.738770
	Iteration 21Q: 3 clusters Score -685933.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -685972.687500 Penalty: 4280.738770
	Iteration 22Q: 3 clusters Score -685972.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -685997.625000 Penalty: 4280.738770
	Iteration 23Q: 3 clusters Score -685997.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -686015.312500 Penalty: 4280.738770
	Iteration 24Q: 3 clusters Score -686015.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -686033.687500 Penalty: 4280.738770
	Iteration 25Q: 3 clusters Score -686033.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -686047.687500 Penalty: 4280.738770
	Iteration 26Q: 3 clusters Score -686047.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -686056.375000 Penalty: 4280.738770
	Iteration 27Q: 3 clusters Score -686056.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -686058.687500 Penalty: 4280.738770
	Iteration 28Q: 3 clusters Score -686058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -686060.250000 Penalty: 4280.738770
	Iteration 29Q: 3 clusters Score -686060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -686060.250000 Penalty: 4280.738770
	Iteration 30F: 3 clusters Score -686060.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Entering Unmasked Estep 
Score: -2294298.000000 Penalty: 2436.623047
	Iteration 0F: 2 clusters Score -2294298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2281172.500000 Penalty: 4873.246094
	Iteration 0F: 3 clusters Score -2281172 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2285418.250000 Penalty: 4873.246094
	Iteration 1F: 3 clusters Score -2285418 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2286023.750000 Penalty: 4873.246094
	Iteration 2F: 3 clusters Score -2286024 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2286766.000000 Penalty: 4873.246094
	Iteration 3F: 3 clusters Score -2286766 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2287673.500000 Penalty: 4873.246094
	Iteration 4F: 3 clusters Score -2287674 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2288713.750000 Penalty: 4873.246094
	Iteration 5F: 3 clusters Score -2288714 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2289762.750000 Penalty: 4873.246094
	Iteration 6F: 3 clusters Score -2289763 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2290699.750000 Penalty: 4873.246094
	Iteration 7F: 3 clusters Score -2290700 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2291399.000000 Penalty: 4873.246094
	Iteration 8Q: 3 clusters Score -2291399 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2291862.250000 Penalty: 4873.246094
	Iteration 9Q: 3 clusters Score -2291862 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2292105.000000 Penalty: 4873.246094
	Iteration 10Q: 3 clusters Score -2292105 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2292265.750000 Penalty: 4873.246094
	Iteration 11Q: 3 clusters Score -2292266 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2292369.000000 Penalty: 4873.246094
	Iteration 12Q: 3 clusters Score -2292369 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2292442.750000 Penalty: 4873.246094
	Iteration 13Q: 3 clusters Score -2292443 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2292490.000000 Penalty: 4873.246094
	Iteration 14Q: 3 clusters Score -2292490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2292504.000000 Penalty: 4873.246094
	Iteration 15Q: 3 clusters Score -2292504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2292522.250000 Penalty: 4873.246094
	Iteration 16Q: 3 clusters Score -2292522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2292535.500000 Penalty: 4873.246094
	Iteration 17Q: 3 clusters Score -2292536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2292558.500000 Penalty: 4873.246094
	Iteration 18Q: 3 clusters Score -2292558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2292570.500000 Penalty: 4873.246094
	Iteration 19Q: 3 clusters Score -2292570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2292587.500000 Penalty: 4873.246094
	Iteration 20F: 3 clusters Score -2292588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2292599.000000 Penalty: 4873.246094
	Iteration 21Q: 3 clusters Score -2292599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2292610.250000 Penalty: 4873.246094
	Iteration 22Q: 3 clusters Score -2292610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2292618.250000 Penalty: 4873.246094
	Iteration 23Q: 3 clusters Score -2292618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2292634.750000 Penalty: 4873.246094
	Iteration 24Q: 3 clusters Score -2292635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2292643.250000 Penalty: 4873.246094
	Iteration 25Q: 3 clusters Score -2292643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2292646.750000 Penalty: 4873.246094
	Iteration 26Q: 3 clusters Score -2292647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2292645.750000 Penalty: 4873.246094
	Iteration 27Q: 3 clusters Score -2292646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2292647.750000 Penalty: 4873.246094
	Iteration 28Q: 3 clusters Score -2292648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2292650.000000 Penalty: 4873.246094
	Iteration 29Q: 3 clusters Score -2292650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2292651.250000 Penalty: 4873.246094
	Iteration 30Q: 3 clusters Score -2292651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2292654.500000 Penalty: 4873.246094
	Iteration 31Q: 3 clusters Score -2292654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2292656.500000 Penalty: 4873.246094
	Iteration 32Q: 3 clusters Score -2292656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2292658.250000 Penalty: 4873.246094
	Iteration 33Q: 3 clusters Score -2292658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2292656.750000 Penalty: 4873.246094
	Iteration 34Q: 3 clusters Score -2292657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2292659.250000 Penalty: 4873.246094
	Iteration 35Q: 3 clusters Score -2292659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2292659.250000 Penalty: 4873.246094
	Iteration 36Q: 3 clusters Score -2292659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2292662.000000 Penalty: 4873.246094
	Iteration 37Q: 3 clusters Score -2292662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2292661.750000 Penalty: 4873.246094
	Iteration 38Q: 3 clusters Score -2292662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2292662.500000 Penalty: 4873.246094
	Iteration 39Q: 3 clusters Score -2292662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2292661.250000 Penalty: 4873.246094
	Iteration 40F: 3 clusters Score -2292661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2292663.500000 Penalty: 4873.246094
	Iteration 41Q: 3 clusters Score -2292664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2292666.000000 Penalty: 4873.246094
	Iteration 42Q: 3 clusters Score -2292666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2292667.500000 Penalty: 4873.246094
	Iteration 43Q: 3 clusters Score -2292668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2292667.000000 Penalty: 4873.246094
	Iteration 44Q: 3 clusters Score -2292667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2292667.000000 Penalty: 4873.246094
	Iteration 45F: 3 clusters Score -2292667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (285408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285408 members 
Entering Unmasked Estep 
Score: -36812564.000000 Penalty: 3115.295410
	Iteration 0F: 2 clusters Score -3.681256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142973 members 
Mstep: Class 2 contains 142435 members 
Entering Unmasked Estep 
Score: -36641424.000000 Penalty: 6230.590820
	Iteration 0F: 3 clusters Score -3.664142e+07 nChanged 138076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149261 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -36722620.000000 Penalty: 6230.590820
	Iteration 1F: 3 clusters Score -3.672262e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153462 members 
Mstep: Class 2 contains 131946 members 
Entering Unmasked Estep 
Score: -36724260.000000 Penalty: 6230.590820
	Iteration 2Q: 3 clusters Score -3.672426e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159816 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -36727088.000000 Penalty: 6230.590820
	Iteration 3Q: 3 clusters Score -3.672709e+07 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169515 members 
Mstep: Class 2 contains 115893 members 
Entering Unmasked Estep 
Score: -36731400.000000 Penalty: 6230.590820
	Iteration 4Q: 3 clusters Score -3.67314e+07 nChanged 16101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183498 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -36739496.000000 Penalty: 6230.590820
	Iteration 5F: 3 clusters Score -3.67395e+07 nChanged 19684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201332 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -36750908.000000 Penalty: 6230.590820
	Iteration 6F: 3 clusters Score -3.675091e+07 nChanged 20840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220258 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -36767516.000000 Penalty: 6230.590820
	Iteration 7F: 3 clusters Score -3.676752e+07 nChanged 18421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236805 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -36781276.000000 Penalty: 6230.590820
	Iteration 8F: 3 clusters Score -3.678128e+07 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248291 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -36789868.000000 Penalty: 6230.590820
	Iteration 9Q: 3 clusters Score -3.678987e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255710 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -36794292.000000 Penalty: 6230.590820
	Iteration 10Q: 3 clusters Score -3.679429e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260829 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -36797176.000000 Penalty: 6230.590820
	Iteration 11Q: 3 clusters Score -3.679718e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264841 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -36799332.000000 Penalty: 6230.590820
	Iteration 12Q: 3 clusters Score -3.679933e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268168 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -36800660.000000 Penalty: 6230.590820
	Iteration 13Q: 3 clusters Score -3.680066e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270963 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -36801604.000000 Penalty: 6230.590820
	Iteration 14Q: 3 clusters Score -3.68016e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273339 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -36802668.000000 Penalty: 6230.590820
	Iteration 15Q: 3 clusters Score -3.680267e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275385 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -36803592.000000 Penalty: 6230.590820
	Iteration 16Q: 3 clusters Score -3.680359e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277121 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -36804600.000000 Penalty: 6230.590820
	Iteration 17Q: 3 clusters Score -3.68046e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278603 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -36805280.000000 Penalty: 6230.590820
	Iteration 18Q: 3 clusters Score -3.680528e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279788 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -36805840.000000 Penalty: 6230.590820
	Iteration 19Q: 3 clusters Score -3.680584e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280744 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -36806464.000000 Penalty: 6230.590820
	Iteration 20F: 3 clusters Score -3.680646e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281510 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -36806988.000000 Penalty: 6230.590820
	Iteration 21Q: 3 clusters Score -3.680699e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282103 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -36807428.000000 Penalty: 6230.590820
	Iteration 22Q: 3 clusters Score -3.680743e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282619 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -36807840.000000 Penalty: 6230.590820
	Iteration 23Q: 3 clusters Score -3.680784e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283013 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -36808184.000000 Penalty: 6230.590820
	Iteration 24Q: 3 clusters Score -3.680818e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283364 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -36808476.000000 Penalty: 6230.590820
	Iteration 25Q: 3 clusters Score -3.680848e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283627 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -36808628.000000 Penalty: 6230.590820
	Iteration 26Q: 3 clusters Score -3.680863e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283806 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -36808776.000000 Penalty: 6230.590820
	Iteration 27Q: 3 clusters Score -3.680878e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283941 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -36808876.000000 Penalty: 6230.590820
	Iteration 28Q: 3 clusters Score -3.680888e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284055 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -36808984.000000 Penalty: 6230.590820
	Iteration 29Q: 3 clusters Score -3.680898e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284133 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -36809056.000000 Penalty: 6230.590820
	Iteration 30Q: 3 clusters Score -3.680906e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284197 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -36809148.000000 Penalty: 6230.590820
	Iteration 31Q: 3 clusters Score -3.680915e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284239 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -36809224.000000 Penalty: 6230.590820
	Iteration 32Q: 3 clusters Score -3.680922e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284273 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -36809212.000000 Penalty: 6230.590820
	Iteration 33Q: 3 clusters Score -3.680921e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284299 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -36809244.000000 Penalty: 6230.590820
	Iteration 34Q: 3 clusters Score -3.680924e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284320 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -36809272.000000 Penalty: 6230.590820
	Iteration 35Q: 3 clusters Score -3.680927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284335 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -36809276.000000 Penalty: 6230.590820
	Iteration 36Q: 3 clusters Score -3.680928e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284352 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -36809288.000000 Penalty: 6230.590820
	Iteration 37Q: 3 clusters Score -3.680929e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284375 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -36809356.000000 Penalty: 6230.590820
	Iteration 38Q: 3 clusters Score -3.680936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284392 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -36809372.000000 Penalty: 6230.590820
	Iteration 39Q: 3 clusters Score -3.680937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284404 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -36809352.000000 Penalty: 6230.590820
	Iteration 40F: 3 clusters Score -3.680935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284417 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -36809376.000000 Penalty: 6230.590820
	Iteration 41Q: 3 clusters Score -3.680938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284429 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -36809452.000000 Penalty: 6230.590820
	Iteration 42Q: 3 clusters Score -3.680945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284444 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -36809448.000000 Penalty: 6230.590820
	Iteration 43Q: 3 clusters Score -3.680945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284448 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -36809468.000000 Penalty: 6230.590820
	Iteration 44Q: 3 clusters Score -3.680947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284456 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -36809464.000000 Penalty: 6230.590820
	Iteration 45Q: 3 clusters Score -3.680946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284464 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -36809468.000000 Penalty: 6230.590820
	Iteration 46Q: 3 clusters Score -3.680947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284467 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -36809500.000000 Penalty: 6230.590820
	Iteration 47Q: 3 clusters Score -3.68095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284467 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -36809508.000000 Penalty: 6230.590820
	Iteration 48Q: 3 clusters Score -3.680951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284470 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -36809516.000000 Penalty: 6230.590820
	Iteration 49Q: 3 clusters Score -3.680952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284470 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -36809512.000000 Penalty: 6230.590820
	Iteration 50Q: 3 clusters Score -3.680951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284470 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -36809512.000000 Penalty: 6230.590820
	Iteration 51F: 3 clusters Score -3.680951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Entering Unmasked Estep 
Score: -2329720.500000 Penalty: 2449.658936
	Iteration 0F: 2 clusters Score -2329720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2316002.250000 Penalty: 4899.317871
	Iteration 0F: 3 clusters Score -2316002 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2320882.500000 Penalty: 4899.317871
	Iteration 1F: 3 clusters Score -2320882 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2321480.500000 Penalty: 4899.317871
	Iteration 2F: 3 clusters Score -2321480 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2322116.750000 Penalty: 4899.317871
	Iteration 3F: 3 clusters Score -2322117 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2322855.000000 Penalty: 4899.317871
	Iteration 4F: 3 clusters Score -2322855 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2323693.750000 Penalty: 4899.317871
	Iteration 5F: 3 clusters Score -2323694 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2324558.750000 Penalty: 4899.317871
	Iteration 6F: 3 clusters Score -2324559 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2325504.250000 Penalty: 4899.317871
	Iteration 7F: 3 clusters Score -2325504 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2326509.750000 Penalty: 4899.317871
	Iteration 8F: 3 clusters Score -2326510 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2327426.750000 Penalty: 4899.317871
	Iteration 9F: 3 clusters Score -2327427 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2328058.750000 Penalty: 4899.317871
	Iteration 10Q: 3 clusters Score -2328059 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2328446.250000 Penalty: 4899.317871
	Iteration 11Q: 3 clusters Score -2328446 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2328660.500000 Penalty: 4899.317871
	Iteration 12Q: 3 clusters Score -2328660 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2328823.250000 Penalty: 4899.317871
	Iteration 13Q: 3 clusters Score -2328823 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2328974.000000 Penalty: 4899.317871
	Iteration 14Q: 3 clusters Score -2328974 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2329086.000000 Penalty: 4899.317871
	Iteration 15Q: 3 clusters Score -2329086 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2329187.750000 Penalty: 4899.317871
	Iteration 16Q: 3 clusters Score -2329188 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2329262.250000 Penalty: 4899.317871
	Iteration 17Q: 3 clusters Score -2329262 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2329345.500000 Penalty: 4899.317871
	Iteration 18Q: 3 clusters Score -2329346 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2329412.000000 Penalty: 4899.317871
	Iteration 19Q: 3 clusters Score -2329412 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2329479.750000 Penalty: 4899.317871
	Iteration 20F: 3 clusters Score -2329480 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2329565.250000 Penalty: 4899.317871
	Iteration 21Q: 3 clusters Score -2329565 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2329643.750000 Penalty: 4899.317871
	Iteration 22Q: 3 clusters Score -2329644 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2329701.000000 Penalty: 4899.317871
	Iteration 23Q: 3 clusters Score -2329701 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2329747.750000 Penalty: 4899.317871
	Iteration 24Q: 3 clusters Score -2329748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2329779.500000 Penalty: 4899.317871
	Iteration 25Q: 3 clusters Score -2329780 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2329801.000000 Penalty: 4899.317871
	Iteration 26Q: 3 clusters Score -2329801 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2329834.000000 Penalty: 4899.317871
	Iteration 27Q: 3 clusters Score -2329834 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2329863.500000 Penalty: 4899.317871
	Iteration 28Q: 3 clusters Score -2329864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2329875.500000 Penalty: 4899.317871
	Iteration 29Q: 3 clusters Score -2329876 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2329880.250000 Penalty: 4899.317871
	Iteration 30Q: 3 clusters Score -2329880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2329879.750000 Penalty: 4899.317871
	Iteration 31Q: 3 clusters Score -2329880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2329889.000000 Penalty: 4899.317871
	Iteration 32Q: 3 clusters Score -2329889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2329891.750000 Penalty: 4899.317871
	Iteration 33Q: 3 clusters Score -2329892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2329895.250000 Penalty: 4899.317871
	Iteration 34Q: 3 clusters Score -2329895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2329908.000000 Penalty: 4899.317871
	Iteration 35Q: 3 clusters Score -2329908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2329914.250000 Penalty: 4899.317871
	Iteration 36Q: 3 clusters Score -2329914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2329916.250000 Penalty: 4899.317871
	Iteration 37Q: 3 clusters Score -2329916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2329919.500000 Penalty: 4899.317871
	Iteration 38Q: 3 clusters Score -2329920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2329923.500000 Penalty: 4899.317871
	Iteration 39Q: 3 clusters Score -2329924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2329926.250000 Penalty: 4899.317871
	Iteration 40F: 3 clusters Score -2329926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2329924.000000 Penalty: 4899.317871
	Iteration 41Q: 3 clusters Score -2329924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2329925.750000 Penalty: 4899.317871
	Iteration 42Q: 3 clusters Score -2329926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2329928.250000 Penalty: 4899.317871
	Iteration 43Q: 3 clusters Score -2329928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2329928.250000 Penalty: 4899.317871
	Iteration 44Q: 3 clusters Score -2329928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2329927.500000 Penalty: 4899.317871
	Iteration 45Q: 3 clusters Score -2329928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2329925.750000 Penalty: 4899.317871
	Iteration 46Q: 3 clusters Score -2329926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2329925.500000 Penalty: 4899.317871
	Iteration 47Q: 3 clusters Score -2329926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2329928.500000 Penalty: 4899.317871
	Iteration 48Q: 3 clusters Score -2329928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2329926.750000 Penalty: 4899.317871
	Iteration 49Q: 3 clusters Score -2329927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2329924.250000 Penalty: 4899.317871
	Iteration 50Q: 3 clusters Score -2329924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2329927.750000 Penalty: 4899.317871
	Iteration 51Q: 3 clusters Score -2329928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2329927.250000 Penalty: 4899.317871
	Iteration 52Q: 3 clusters Score -2329927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2329932.000000 Penalty: 4899.317871
	Iteration 53Q: 3 clusters Score -2329932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2329933.500000 Penalty: 4899.317871
	Iteration 54Q: 3 clusters Score -2329934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2329932.750000 Penalty: 4899.317871
	Iteration 55Q: 3 clusters Score -2329933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2329935.500000 Penalty: 4899.317871
	Iteration 56Q: 3 clusters Score -2329936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2329943.000000 Penalty: 4899.317871
	Iteration 57Q: 3 clusters Score -2329943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2329943.000000 Penalty: 4899.317871
	Iteration 58Q: 3 clusters Score -2329943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2329949.500000 Penalty: 4899.317871
	Iteration 59Q: 3 clusters Score -2329950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2329944.000000 Penalty: 4899.317871
	Iteration 60F: 3 clusters Score -2329944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2329945.250000 Penalty: 4899.317871
	Iteration 61Q: 3 clusters Score -2329945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2329949.750000 Penalty: 4899.317871
	Iteration 62Q: 3 clusters Score -2329950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2329949.000000 Penalty: 4899.317871
	Iteration 63Q: 3 clusters Score -2329949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2329948.000000 Penalty: 4899.317871
	Iteration 64Q: 3 clusters Score -2329948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2329947.750000 Penalty: 4899.317871
	Iteration 65Q: 3 clusters Score -2329948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2329947.500000 Penalty: 4899.317871
	Iteration 66Q: 3 clusters Score -2329948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2329951.750000 Penalty: 4899.317871
	Iteration 67Q: 3 clusters Score -2329952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2329954.250000 Penalty: 4899.317871
	Iteration 68Q: 3 clusters Score -2329954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2329951.250000 Penalty: 4899.317871
	Iteration 69Q: 3 clusters Score -2329951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2329953.750000 Penalty: 4899.317871
	Iteration 70Q: 3 clusters Score -2329954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2329952.250000 Penalty: 4899.317871
	Iteration 71Q: 3 clusters Score -2329952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2329953.500000 Penalty: 4899.317871
	Iteration 72Q: 3 clusters Score -2329954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2329960.250000 Penalty: 4899.317871
	Iteration 73Q: 3 clusters Score -2329960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2329956.500000 Penalty: 4899.317871
	Iteration 74Q: 3 clusters Score -2329956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2329955.000000 Penalty: 4899.317871
	Iteration 75Q: 3 clusters Score -2329955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2329957.500000 Penalty: 4899.317871
	Iteration 76Q: 3 clusters Score -2329958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2329957.500000 Penalty: 4899.317871
	Iteration 77F: 3 clusters Score -2329958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 26405 members 
Mstep: Class 3 contains 34417 members 
Mstep: Class 4 contains 8534 members 
Mstep: Class 5 contains 149868 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 5976 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 285408 members 
Mstep: Class 11 contains 4976 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 19219 members 
Mstep: Class 15 contains 8170 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 7491 members 
Mstep: Class 20 contains 100479 members 
Mstep: Class 21 contains 151349 members 
Mstep: Class 22 contains 42231 members 
Mstep: Class 23 contains 121842 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 20336 members 
Mstep: Class 27 contains 106283 members 
Mstep: Class 28 contains 14199 members 
Mstep: Class 29 contains 2406 members 
Mstep: Class 30 contains 14514 members 
Entering Unmasked Estep 
Score: -157713872.000000 Penalty: 104539.820312
Splitting cluster 11 changes total score from -157714320.000000 to -157713872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Entering Unmasked Estep 
Score: -1409679.500000 Penalty: 2323.567139
	Iteration 0F: 2 clusters Score -1409680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1400871.125000 Penalty: 4647.134277
	Iteration 0F: 3 clusters Score -1400871 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1403556.000000 Penalty: 4647.134277
	Iteration 1F: 3 clusters Score -1403556 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1404020.375000 Penalty: 4647.134277
	Iteration 2F: 3 clusters Score -1404020 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1404480.250000 Penalty: 4647.134277
	Iteration 3F: 3 clusters Score -1404480 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1405033.375000 Penalty: 4647.134277
	Iteration 4F: 3 clusters Score -1405033 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1405726.625000 Penalty: 4647.134277
	Iteration 5F: 3 clusters Score -1405727 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1406426.625000 Penalty: 4647.134277
	Iteration 6F: 3 clusters Score -1406427 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1407055.250000 Penalty: 4647.134277
	Iteration 7F: 3 clusters Score -1407055 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1407620.250000 Penalty: 4647.134277
	Iteration 8F: 3 clusters Score -1407620 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1407998.125000 Penalty: 4647.134277
	Iteration 9Q: 3 clusters Score -1407998 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1408219.125000 Penalty: 4647.134277
	Iteration 10Q: 3 clusters Score -1408219 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1408359.875000 Penalty: 4647.134277
	Iteration 11Q: 3 clusters Score -1408360 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1408464.125000 Penalty: 4647.134277
	Iteration 12Q: 3 clusters Score -1408464 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1408542.625000 Penalty: 4647.134277
	Iteration 13Q: 3 clusters Score -1408543 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1408608.000000 Penalty: 4647.134277
	Iteration 14Q: 3 clusters Score -1408608 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1408652.250000 Penalty: 4647.134277
	Iteration 15Q: 3 clusters Score -1408652 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1408683.750000 Penalty: 4647.134277
	Iteration 16Q: 3 clusters Score -1408684 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1408709.250000 Penalty: 4647.134277
	Iteration 17Q: 3 clusters Score -1408709 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1408723.250000 Penalty: 4647.134277
	Iteration 18Q: 3 clusters Score -1408723 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1408738.500000 Penalty: 4647.134277
	Iteration 19Q: 3 clusters Score -1408738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1408758.000000 Penalty: 4647.134277
	Iteration 20F: 3 clusters Score -1408758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1408770.250000 Penalty: 4647.134277
	Iteration 21Q: 3 clusters Score -1408770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1408780.875000 Penalty: 4647.134277
	Iteration 22Q: 3 clusters Score -1408781 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1408796.250000 Penalty: 4647.134277
	Iteration 23Q: 3 clusters Score -1408796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1408810.375000 Penalty: 4647.134277
	Iteration 24Q: 3 clusters Score -1408810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1408820.125000 Penalty: 4647.134277
	Iteration 25Q: 3 clusters Score -1408820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1408834.250000 Penalty: 4647.134277
	Iteration 26Q: 3 clusters Score -1408834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1408851.000000 Penalty: 4647.134277
	Iteration 27Q: 3 clusters Score -1408851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1408862.750000 Penalty: 4647.134277
	Iteration 28Q: 3 clusters Score -1408863 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1408881.750000 Penalty: 4647.134277
	Iteration 29Q: 3 clusters Score -1408882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1408913.875000 Penalty: 4647.134277
	Iteration 30Q: 3 clusters Score -1408914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1408944.750000 Penalty: 4647.134277
	Iteration 31Q: 3 clusters Score -1408945 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1408970.250000 Penalty: 4647.134277
	Iteration 32Q: 3 clusters Score -1408970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1409011.125000 Penalty: 4647.134277
	Iteration 33Q: 3 clusters Score -1409011 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1409062.625000 Penalty: 4647.134277
	Iteration 34Q: 3 clusters Score -1409063 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1409110.750000 Penalty: 4647.134277
	Iteration 35Q: 3 clusters Score -1409111 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1409139.125000 Penalty: 4647.134277
	Iteration 36Q: 3 clusters Score -1409139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1409150.250000 Penalty: 4647.134277
	Iteration 37Q: 3 clusters Score -1409150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1409161.750000 Penalty: 4647.134277
	Iteration 38Q: 3 clusters Score -1409162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1409166.250000 Penalty: 4647.134277
	Iteration 39Q: 3 clusters Score -1409166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1409167.625000 Penalty: 4647.134277
	Iteration 40F: 3 clusters Score -1409168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1409167.500000 Penalty: 4647.134277
	Iteration 41Q: 3 clusters Score -1409168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1409170.000000 Penalty: 4647.134277
	Iteration 42Q: 3 clusters Score -1409170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1409168.625000 Penalty: 4647.134277
	Iteration 43Q: 3 clusters Score -1409169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1409169.625000 Penalty: 4647.134277
	Iteration 44Q: 3 clusters Score -1409170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1409171.000000 Penalty: 4647.134277
	Iteration 45Q: 3 clusters Score -1409171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1409169.250000 Penalty: 4647.134277
	Iteration 46Q: 3 clusters Score -1409169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1409173.375000 Penalty: 4647.134277
	Iteration 47Q: 3 clusters Score -1409173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1409176.000000 Penalty: 4647.134277
	Iteration 48Q: 3 clusters Score -1409176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1409176.125000 Penalty: 4647.134277
	Iteration 49Q: 3 clusters Score -1409176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1409181.500000 Penalty: 4647.134277
	Iteration 50Q: 3 clusters Score -1409182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1409178.250000 Penalty: 4647.134277
	Iteration 51Q: 3 clusters Score -1409178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1409177.375000 Penalty: 4647.134277
	Iteration 52Q: 3 clusters Score -1409177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1409178.250000 Penalty: 4647.134277
	Iteration 53Q: 3 clusters Score -1409178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1409181.125000 Penalty: 4647.134277
	Iteration 54Q: 3 clusters Score -1409181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1409180.000000 Penalty: 4647.134277
	Iteration 55Q: 3 clusters Score -1409180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1409180.875000 Penalty: 4647.134277
	Iteration 56Q: 3 clusters Score -1409181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1409180.750000 Penalty: 4647.134277
	Iteration 57Q: 3 clusters Score -1409181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1409180.750000 Penalty: 4647.134277
	Iteration 58F: 3 clusters Score -1409181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -288286.531250 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -288286.5 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 1371 members 
Entering Unmasked Estep 
Score: -285227.500000 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -285227.5 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -286058.406250 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -286058.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -286395.687500 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -286395.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -286713.875000 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -286713.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -286958.843750 Penalty: 3917.059082
	Iteration 4F: 3 clusters Score -286958.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -287199.093750 Penalty: 3917.059082
	Iteration 5F: 3 clusters Score -287199.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -287389.781250 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -287389.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -287555.062500 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -287555.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -287638.406250 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -287638.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -287700.968750 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -287701 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287752.843750 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -287752.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -287784.531250 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -287784.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -287805.593750 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -287805.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -287813.375000 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -287813.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -287820.656250 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -287820.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -287824.531250 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -287824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -287829.625000 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -287829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -287834.218750 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -287834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -287834.968750 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -287835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -287836.625000 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -287836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -287837.468750 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -287837.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Entering Unmasked Estep 
Score: -2477461.000000 Penalty: 2446.186523
	Iteration 0F: 2 clusters Score -2477461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2463845.750000 Penalty: 4892.373047
	Iteration 0F: 3 clusters Score -2463846 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2468233.750000 Penalty: 4892.373047
	Iteration 1F: 3 clusters Score -2468234 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2468627.000000 Penalty: 4892.373047
	Iteration 2F: 3 clusters Score -2468627 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2468936.250000 Penalty: 4892.373047
	Iteration 3Q: 3 clusters Score -2468936 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2469209.500000 Penalty: 4892.373047
	Iteration 4Q: 3 clusters Score -2469210 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2469437.500000 Penalty: 4892.373047
	Iteration 5Q: 3 clusters Score -2469438 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2469701.000000 Penalty: 4892.373047
	Iteration 6Q: 3 clusters Score -2469701 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2470001.500000 Penalty: 4892.373047
	Iteration 7Q: 3 clusters Score -2470002 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2470415.500000 Penalty: 4892.373047
	Iteration 8Q: 3 clusters Score -2470416 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2470922.250000 Penalty: 4892.373047
	Iteration 9Q: 3 clusters Score -2470922 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2471490.750000 Penalty: 4892.373047
	Iteration 10Q: 3 clusters Score -2471491 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2472103.500000 Penalty: 4892.373047
	Iteration 11F: 3 clusters Score -2472104 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2472714.750000 Penalty: 4892.373047
	Iteration 12F: 3 clusters Score -2472715 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2473348.000000 Penalty: 4892.373047
	Iteration 13Q: 3 clusters Score -2473348 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2474002.750000 Penalty: 4892.373047
	Iteration 14Q: 3 clusters Score -2474003 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2474657.250000 Penalty: 4892.373047
	Iteration 15Q: 3 clusters Score -2474657 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2475137.750000 Penalty: 4892.373047
	Iteration 16Q: 3 clusters Score -2475138 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2475385.750000 Penalty: 4892.373047
	Iteration 17Q: 3 clusters Score -2475386 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2475507.500000 Penalty: 4892.373047
	Iteration 18Q: 3 clusters Score -2475508 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2475584.250000 Penalty: 4892.373047
	Iteration 19Q: 3 clusters Score -2475584 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2475611.000000 Penalty: 4892.373047
	Iteration 20F: 3 clusters Score -2475611 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2475639.500000 Penalty: 4892.373047
	Iteration 21Q: 3 clusters Score -2475640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2475664.750000 Penalty: 4892.373047
	Iteration 22Q: 3 clusters Score -2475665 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2475666.250000 Penalty: 4892.373047
	Iteration 23Q: 3 clusters Score -2475666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2475678.750000 Penalty: 4892.373047
	Iteration 24Q: 3 clusters Score -2475679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2475684.000000 Penalty: 4892.373047
	Iteration 25Q: 3 clusters Score -2475684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2475695.500000 Penalty: 4892.373047
	Iteration 26Q: 3 clusters Score -2475696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2475694.500000 Penalty: 4892.373047
	Iteration 27Q: 3 clusters Score -2475694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2475696.250000 Penalty: 4892.373047
	Iteration 28Q: 3 clusters Score -2475696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2475703.750000 Penalty: 4892.373047
	Iteration 29Q: 3 clusters Score -2475704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2475699.750000 Penalty: 4892.373047
	Iteration 30Q: 3 clusters Score -2475700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2475702.000000 Penalty: 4892.373047
	Iteration 31Q: 3 clusters Score -2475702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2475698.000000 Penalty: 4892.373047
	Iteration 32Q: 3 clusters Score -2475698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2475698.250000 Penalty: 4892.373047
	Iteration 33Q: 3 clusters Score -2475698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2475697.750000 Penalty: 4892.373047
	Iteration 34Q: 3 clusters Score -2475698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2475698.750000 Penalty: 4892.373047
	Iteration 35Q: 3 clusters Score -2475699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2475701.250000 Penalty: 4892.373047
	Iteration 36Q: 3 clusters Score -2475701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2475699.500000 Penalty: 4892.373047
	Iteration 37Q: 3 clusters Score -2475700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2475701.000000 Penalty: 4892.373047
	Iteration 38Q: 3 clusters Score -2475701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2475702.250000 Penalty: 4892.373047
	Iteration 39Q: 3 clusters Score -2475702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2475700.250000 Penalty: 4892.373047
	Iteration 40F: 3 clusters Score -2475700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2475702.250000 Penalty: 4892.373047
	Iteration 41Q: 3 clusters Score -2475702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2475697.250000 Penalty: 4892.373047
	Iteration 42Q: 3 clusters Score -2475697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2475697.250000 Penalty: 4892.373047
	Iteration 43F: 3 clusters Score -2475697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Entering Unmasked Estep 
Score: -982809.000000 Penalty: 2234.039551
	Iteration 0F: 2 clusters Score -982809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -976304.312500 Penalty: 4468.079102
	Iteration 0F: 3 clusters Score -976304.3 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -978301.375000 Penalty: 4468.079102
	Iteration 1F: 3 clusters Score -978301.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -978760.375000 Penalty: 4468.079102
	Iteration 2F: 3 clusters Score -978760.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -979128.125000 Penalty: 4468.079102
	Iteration 3F: 3 clusters Score -979128.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -979410.000000 Penalty: 4468.079102
	Iteration 4F: 3 clusters Score -979410 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -979684.000000 Penalty: 4468.079102
	Iteration 5Q: 3 clusters Score -979684 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -979939.187500 Penalty: 4468.079102
	Iteration 6Q: 3 clusters Score -979939.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -980222.812500 Penalty: 4468.079102
	Iteration 7Q: 3 clusters Score -980222.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -980469.375000 Penalty: 4468.079102
	Iteration 8Q: 3 clusters Score -980469.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -980647.062500 Penalty: 4468.079102
	Iteration 9Q: 3 clusters Score -980647.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -980813.500000 Penalty: 4468.079102
	Iteration 10Q: 3 clusters Score -980813.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -980956.250000 Penalty: 4468.079102
	Iteration 11Q: 3 clusters Score -980956.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -981067.062500 Penalty: 4468.079102
	Iteration 12Q: 3 clusters Score -981067.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -981126.562500 Penalty: 4468.079102
	Iteration 13Q: 3 clusters Score -981126.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -981175.125000 Penalty: 4468.079102
	Iteration 14Q: 3 clusters Score -981175.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -981209.375000 Penalty: 4468.079102
	Iteration 15Q: 3 clusters Score -981209.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -981236.250000 Penalty: 4468.079102
	Iteration 16Q: 3 clusters Score -981236.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -981253.500000 Penalty: 4468.079102
	Iteration 17Q: 3 clusters Score -981253.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -981266.125000 Penalty: 4468.079102
	Iteration 18Q: 3 clusters Score -981266.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -981276.562500 Penalty: 4468.079102
	Iteration 19Q: 3 clusters Score -981276.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -981285.437500 Penalty: 4468.079102
	Iteration 20F: 3 clusters Score -981285.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -981289.562500 Penalty: 4468.079102
	Iteration 21Q: 3 clusters Score -981289.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -981288.062500 Penalty: 4468.079102
	Iteration 22Q: 3 clusters Score -981288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -981291.687500 Penalty: 4468.079102
	Iteration 23Q: 3 clusters Score -981291.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -981292.187500 Penalty: 4468.079102
	Iteration 24Q: 3 clusters Score -981292.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -981293.750000 Penalty: 4468.079102
	Iteration 25Q: 3 clusters Score -981293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -981296.500000 Penalty: 4468.079102
	Iteration 26Q: 3 clusters Score -981296.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -981299.312500 Penalty: 4468.079102
	Iteration 27Q: 3 clusters Score -981299.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -981302.500000 Penalty: 4468.079102
	Iteration 28Q: 3 clusters Score -981302.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -981300.937500 Penalty: 4468.079102
	Iteration 29Q: 3 clusters Score -981300.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -981302.000000 Penalty: 4468.079102
	Iteration 30Q: 3 clusters Score -981302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -981303.125000 Penalty: 4468.079102
	Iteration 31Q: 3 clusters Score -981303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -981304.437500 Penalty: 4468.079102
	Iteration 32Q: 3 clusters Score -981304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -981304.250000 Penalty: 4468.079102
	Iteration 33Q: 3 clusters Score -981304.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -981304.250000 Penalty: 4468.079102
	Iteration 34F: 3 clusters Score -981304.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Entering Unmasked Estep 
Score: -630428.875000 Penalty: 2135.539795
	Iteration 0F: 2 clusters Score -630428.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -625687.312500 Penalty: 4271.079590
	Iteration 0F: 3 clusters Score -625687.3 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -626934.937500 Penalty: 4271.079590
	Iteration 1F: 3 clusters Score -626934.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -627268.562500 Penalty: 4271.079590
	Iteration 2F: 3 clusters Score -627268.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -627537.250000 Penalty: 4271.079590
	Iteration 3F: 3 clusters Score -627537.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -627794.062500 Penalty: 4271.079590
	Iteration 4F: 3 clusters Score -627794.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -628036.812500 Penalty: 4271.079590
	Iteration 5F: 3 clusters Score -628036.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -628196.000000 Penalty: 4271.079590
	Iteration 6Q: 3 clusters Score -628196 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -628336.250000 Penalty: 4271.079590
	Iteration 7Q: 3 clusters Score -628336.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -628435.000000 Penalty: 4271.079590
	Iteration 8Q: 3 clusters Score -628435 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -628535.562500 Penalty: 4271.079590
	Iteration 9Q: 3 clusters Score -628535.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -628645.687500 Penalty: 4271.079590
	Iteration 10Q: 3 clusters Score -628645.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -628752.312500 Penalty: 4271.079590
	Iteration 11Q: 3 clusters Score -628752.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -628855.812500 Penalty: 4271.079590
	Iteration 12Q: 3 clusters Score -628855.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -628938.187500 Penalty: 4271.079590
	Iteration 13Q: 3 clusters Score -628938.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -628990.937500 Penalty: 4271.079590
	Iteration 14Q: 3 clusters Score -628990.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -629024.625000 Penalty: 4271.079590
	Iteration 15Q: 3 clusters Score -629024.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -629047.125000 Penalty: 4271.079590
	Iteration 16Q: 3 clusters Score -629047.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -629063.812500 Penalty: 4271.079590
	Iteration 17Q: 3 clusters Score -629063.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -629083.562500 Penalty: 4271.079590
	Iteration 18Q: 3 clusters Score -629083.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -629092.812500 Penalty: 4271.079590
	Iteration 19Q: 3 clusters Score -629092.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -629099.437500 Penalty: 4271.079590
	Iteration 20F: 3 clusters Score -629099.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -629107.375000 Penalty: 4271.079590
	Iteration 21Q: 3 clusters Score -629107.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -629117.062500 Penalty: 4271.079590
	Iteration 22Q: 3 clusters Score -629117.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -629125.750000 Penalty: 4271.079590
	Iteration 23Q: 3 clusters Score -629125.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -629133.062500 Penalty: 4271.079590
	Iteration 24Q: 3 clusters Score -629133.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -629141.375000 Penalty: 4271.079590
	Iteration 25Q: 3 clusters Score -629141.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -629149.875000 Penalty: 4271.079590
	Iteration 26Q: 3 clusters Score -629149.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -629153.812500 Penalty: 4271.079590
	Iteration 27Q: 3 clusters Score -629153.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -629162.062500 Penalty: 4271.079590
	Iteration 28Q: 3 clusters Score -629162.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -629174.125000 Penalty: 4271.079590
	Iteration 29Q: 3 clusters Score -629174.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -629179.125000 Penalty: 4271.079590
	Iteration 30Q: 3 clusters Score -629179.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -629189.312500 Penalty: 4271.079590
	Iteration 31Q: 3 clusters Score -629189.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -629201.187500 Penalty: 4271.079590
	Iteration 32Q: 3 clusters Score -629201.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -629211.000000 Penalty: 4271.079590
	Iteration 33Q: 3 clusters Score -629211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -629222.875000 Penalty: 4271.079590
	Iteration 34Q: 3 clusters Score -629222.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -629234.500000 Penalty: 4271.079590
	Iteration 35Q: 3 clusters Score -629234.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -629245.562500 Penalty: 4271.079590
	Iteration 36Q: 3 clusters Score -629245.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -629258.375000 Penalty: 4271.079590
	Iteration 37Q: 3 clusters Score -629258.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -629266.000000 Penalty: 4271.079590
	Iteration 38Q: 3 clusters Score -629266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -629273.562500 Penalty: 4271.079590
	Iteration 39Q: 3 clusters Score -629273.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -629278.875000 Penalty: 4271.079590
	Iteration 40F: 3 clusters Score -629278.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -629284.125000 Penalty: 4271.079590
	Iteration 41Q: 3 clusters Score -629284.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -629290.812500 Penalty: 4271.079590
	Iteration 42Q: 3 clusters Score -629290.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -629296.437500 Penalty: 4271.079590
	Iteration 43Q: 3 clusters Score -629296.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -629300.875000 Penalty: 4271.079590
	Iteration 44Q: 3 clusters Score -629300.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -629305.562500 Penalty: 4271.079590
	Iteration 45Q: 3 clusters Score -629305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -629310.187500 Penalty: 4271.079590
	Iteration 46Q: 3 clusters Score -629310.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -629312.187500 Penalty: 4271.079590
	Iteration 47Q: 3 clusters Score -629312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -629312.875000 Penalty: 4271.079590
	Iteration 48Q: 3 clusters Score -629312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -629313.437500 Penalty: 4271.079590
	Iteration 49Q: 3 clusters Score -629313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -629313.437500 Penalty: 4271.079590
	Iteration 50F: 3 clusters Score -629313.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Entering Unmasked Estep 
Score: -4297284.000000 Penalty: 2589.049805
	Iteration 0F: 2 clusters Score -4297284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4273915.000000 Penalty: 5178.099609
	Iteration 0F: 3 clusters Score -4273915 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -4282845.500000 Penalty: 5178.099609
	Iteration 1F: 3 clusters Score -4282846 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -4283826.000000 Penalty: 5178.099609
	Iteration 2F: 3 clusters Score -4283826 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4285013.500000 Penalty: 5178.099609
	Iteration 3F: 3 clusters Score -4285014 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -4286431.500000 Penalty: 5178.099609
	Iteration 4F: 3 clusters Score -4286432 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4288056.000000 Penalty: 5178.099609
	Iteration 5F: 3 clusters Score -4288056 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -4289846.500000 Penalty: 5178.099609
	Iteration 6F: 3 clusters Score -4289846 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -4291390.500000 Penalty: 5178.099609
	Iteration 7F: 3 clusters Score -4291390 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -4292547.500000 Penalty: 5178.099609
	Iteration 8Q: 3 clusters Score -4292548 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -4293262.000000 Penalty: 5178.099609
	Iteration 9Q: 3 clusters Score -4293262 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -4293727.000000 Penalty: 5178.099609
	Iteration 10Q: 3 clusters Score -4293727 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -4294017.500000 Penalty: 5178.099609
	Iteration 11Q: 3 clusters Score -4294018 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -4294219.500000 Penalty: 5178.099609
	Iteration 12Q: 3 clusters Score -4294220 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -4294385.000000 Penalty: 5178.099609
	Iteration 13Q: 3 clusters Score -4294385 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -4294553.500000 Penalty: 5178.099609
	Iteration 14Q: 3 clusters Score -4294554 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -4294674.000000 Penalty: 5178.099609
	Iteration 15Q: 3 clusters Score -4294674 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -4294759.000000 Penalty: 5178.099609
	Iteration 16Q: 3 clusters Score -4294759 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -4294867.500000 Penalty: 5178.099609
	Iteration 17Q: 3 clusters Score -4294868 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -4294957.500000 Penalty: 5178.099609
	Iteration 18Q: 3 clusters Score -4294958 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -4295062.000000 Penalty: 5178.099609
	Iteration 19Q: 3 clusters Score -4295062 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4295152.500000 Penalty: 5178.099609
	Iteration 20F: 3 clusters Score -4295152 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4295246.000000 Penalty: 5178.099609
	Iteration 21Q: 3 clusters Score -4295246 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4295343.500000 Penalty: 5178.099609
	Iteration 22Q: 3 clusters Score -4295344 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -4295408.000000 Penalty: 5178.099609
	Iteration 23Q: 3 clusters Score -4295408 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4295476.000000 Penalty: 5178.099609
	Iteration 24Q: 3 clusters Score -4295476 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4295565.500000 Penalty: 5178.099609
	Iteration 25Q: 3 clusters Score -4295566 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -4295631.500000 Penalty: 5178.099609
	Iteration 26Q: 3 clusters Score -4295632 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4295701.500000 Penalty: 5178.099609
	Iteration 27Q: 3 clusters Score -4295702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4295773.000000 Penalty: 5178.099609
	Iteration 28Q: 3 clusters Score -4295773 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -4295835.500000 Penalty: 5178.099609
	Iteration 29Q: 3 clusters Score -4295836 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4295904.500000 Penalty: 5178.099609
	Iteration 30Q: 3 clusters Score -4295904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4295955.500000 Penalty: 5178.099609
	Iteration 31Q: 3 clusters Score -4295956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -4295994.500000 Penalty: 5178.099609
	Iteration 32Q: 3 clusters Score -4295994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -4296035.500000 Penalty: 5178.099609
	Iteration 33Q: 3 clusters Score -4296036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -4296051.500000 Penalty: 5178.099609
	Iteration 34Q: 3 clusters Score -4296052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4296080.500000 Penalty: 5178.099609
	Iteration 35Q: 3 clusters Score -4296080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -4296094.500000 Penalty: 5178.099609
	Iteration 36Q: 3 clusters Score -4296094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -4296105.000000 Penalty: 5178.099609
	Iteration 37Q: 3 clusters Score -4296105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4296119.500000 Penalty: 5178.099609
	Iteration 38Q: 3 clusters Score -4296120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4296125.500000 Penalty: 5178.099609
	Iteration 39Q: 3 clusters Score -4296126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4296129.000000 Penalty: 5178.099609
	Iteration 40F: 3 clusters Score -4296129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4296133.500000 Penalty: 5178.099609
	Iteration 41Q: 3 clusters Score -4296134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -4296139.000000 Penalty: 5178.099609
	Iteration 42Q: 3 clusters Score -4296139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -4296144.000000 Penalty: 5178.099609
	Iteration 43Q: 3 clusters Score -4296144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -4296151.000000 Penalty: 5178.099609
	Iteration 44Q: 3 clusters Score -4296151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -4296154.000000 Penalty: 5178.099609
	Iteration 45Q: 3 clusters Score -4296154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -4296158.000000 Penalty: 5178.099609
	Iteration 46Q: 3 clusters Score -4296158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4296160.500000 Penalty: 5178.099609
	Iteration 47Q: 3 clusters Score -4296160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -4296163.500000 Penalty: 5178.099609
	Iteration 48Q: 3 clusters Score -4296164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4296166.000000 Penalty: 5178.099609
	Iteration 49Q: 3 clusters Score -4296166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -4296165.500000 Penalty: 5178.099609
	Iteration 50Q: 3 clusters Score -4296166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4296171.000000 Penalty: 5178.099609
	Iteration 51Q: 3 clusters Score -4296171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4296169.500000 Penalty: 5178.099609
	Iteration 52Q: 3 clusters Score -4296170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4296169.500000 Penalty: 5178.099609
	Iteration 53Q: 3 clusters Score -4296170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4296168.000000 Penalty: 5178.099609
	Iteration 54Q: 3 clusters Score -4296168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4296172.500000 Penalty: 5178.099609
	Iteration 55Q: 3 clusters Score -4296172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4296170.000000 Penalty: 5178.099609
	Iteration 56Q: 3 clusters Score -4296170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4296171.500000 Penalty: 5178.099609
	Iteration 57Q: 3 clusters Score -4296172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -4296178.000000 Penalty: 5178.099609
	Iteration 58Q: 3 clusters Score -4296178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4296183.000000 Penalty: 5178.099609
	Iteration 59Q: 3 clusters Score -4296183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -4296183.500000 Penalty: 5178.099609
	Iteration 60F: 3 clusters Score -4296184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -4296184.500000 Penalty: 5178.099609
	Iteration 61Q: 3 clusters Score -4296184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4296186.500000 Penalty: 5178.099609
	Iteration 62Q: 3 clusters Score -4296186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4296186.500000 Penalty: 5178.099609
	Iteration 63F: 3 clusters Score -4296186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Entering Unmasked Estep 
Score: -980840.312500 Penalty: 2220.983154
	Iteration 0F: 2 clusters Score -980840.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -974586.062500 Penalty: 4441.966309
	Iteration 0F: 3 clusters Score -974586.1 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -976254.750000 Penalty: 4441.966309
	Iteration 1F: 3 clusters Score -976254.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -976485.437500 Penalty: 4441.966309
	Iteration 2F: 3 clusters Score -976485.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -976654.687500 Penalty: 4441.966309
	Iteration 3Q: 3 clusters Score -976654.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -976783.500000 Penalty: 4441.966309
	Iteration 4Q: 3 clusters Score -976783.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -976884.562500 Penalty: 4441.966309
	Iteration 5Q: 3 clusters Score -976884.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -976968.937500 Penalty: 4441.966309
	Iteration 6Q: 3 clusters Score -976968.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -977079.437500 Penalty: 4441.966309
	Iteration 7Q: 3 clusters Score -977079.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -977201.125000 Penalty: 4441.966309
	Iteration 8Q: 3 clusters Score -977201.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -977330.000000 Penalty: 4441.966309
	Iteration 9Q: 3 clusters Score -977330 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -977459.687500 Penalty: 4441.966309
	Iteration 10Q: 3 clusters Score -977459.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -977595.500000 Penalty: 4441.966309
	Iteration 11Q: 3 clusters Score -977595.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -977733.187500 Penalty: 4441.966309
	Iteration 12Q: 3 clusters Score -977733.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -977867.937500 Penalty: 4441.966309
	Iteration 13Q: 3 clusters Score -977867.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -978016.500000 Penalty: 4441.966309
	Iteration 14Q: 3 clusters Score -978016.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -978192.562500 Penalty: 4441.966309
	Iteration 15Q: 3 clusters Score -978192.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -978423.937500 Penalty: 4441.966309
	Iteration 16Q: 3 clusters Score -978423.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -978719.375000 Penalty: 4441.966309
	Iteration 17Q: 3 clusters Score -978719.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -978986.187500 Penalty: 4441.966309
	Iteration 18Q: 3 clusters Score -978986.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -979172.187500 Penalty: 4441.966309
	Iteration 19Q: 3 clusters Score -979172.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -979288.062500 Penalty: 4441.966309
	Iteration 20F: 3 clusters Score -979288.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -979337.062500 Penalty: 4441.966309
	Iteration 21Q: 3 clusters Score -979337.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -979360.750000 Penalty: 4441.966309
	Iteration 22Q: 3 clusters Score -979360.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -979385.312500 Penalty: 4441.966309
	Iteration 23Q: 3 clusters Score -979385.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -979412.812500 Penalty: 4441.966309
	Iteration 24Q: 3 clusters Score -979412.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -979441.375000 Penalty: 4441.966309
	Iteration 25Q: 3 clusters Score -979441.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -979464.812500 Penalty: 4441.966309
	Iteration 26Q: 3 clusters Score -979464.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -979482.187500 Penalty: 4441.966309
	Iteration 27Q: 3 clusters Score -979482.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -979498.312500 Penalty: 4441.966309
	Iteration 28Q: 3 clusters Score -979498.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -979513.250000 Penalty: 4441.966309
	Iteration 29Q: 3 clusters Score -979513.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -979530.125000 Penalty: 4441.966309
	Iteration 30Q: 3 clusters Score -979530.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -979542.437500 Penalty: 4441.966309
	Iteration 31Q: 3 clusters Score -979542.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -979556.937500 Penalty: 4441.966309
	Iteration 32Q: 3 clusters Score -979556.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -979570.437500 Penalty: 4441.966309
	Iteration 33Q: 3 clusters Score -979570.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -979581.062500 Penalty: 4441.966309
	Iteration 34Q: 3 clusters Score -979581.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -979590.000000 Penalty: 4441.966309
	Iteration 35Q: 3 clusters Score -979590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -979594.437500 Penalty: 4441.966309
	Iteration 36Q: 3 clusters Score -979594.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -979601.750000 Penalty: 4441.966309
	Iteration 37Q: 3 clusters Score -979601.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -979606.437500 Penalty: 4441.966309
	Iteration 38Q: 3 clusters Score -979606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -979605.250000 Penalty: 4441.966309
	Iteration 39Q: 3 clusters Score -979605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -979605.312500 Penalty: 4441.966309
	Iteration 40F: 3 clusters Score -979605.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -979607.062500 Penalty: 4441.966309
	Iteration 41Q: 3 clusters Score -979607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -979607.812500 Penalty: 4441.966309
	Iteration 42Q: 3 clusters Score -979607.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -979608.687500 Penalty: 4441.966309
	Iteration 43Q: 3 clusters Score -979608.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -979608.687500 Penalty: 4441.966309
	Iteration 44F: 3 clusters Score -979608.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Entering Unmasked Estep 
Score: -886561.125000 Penalty: 2212.521484
	Iteration 0F: 2 clusters Score -886561.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -880545.437500 Penalty: 4425.042969
	Iteration 0F: 3 clusters Score -880545.4 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -882242.312500 Penalty: 4425.042969
	Iteration 1F: 3 clusters Score -882242.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -882545.937500 Penalty: 4425.042969
	Iteration 2F: 3 clusters Score -882545.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -882765.000000 Penalty: 4425.042969
	Iteration 3F: 3 clusters Score -882765 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -882929.500000 Penalty: 4425.042969
	Iteration 4Q: 3 clusters Score -882929.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -883062.562500 Penalty: 4425.042969
	Iteration 5Q: 3 clusters Score -883062.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -883191.750000 Penalty: 4425.042969
	Iteration 6Q: 3 clusters Score -883191.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -883315.437500 Penalty: 4425.042969
	Iteration 7Q: 3 clusters Score -883315.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -883459.250000 Penalty: 4425.042969
	Iteration 8Q: 3 clusters Score -883459.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -883633.687500 Penalty: 4425.042969
	Iteration 9Q: 3 clusters Score -883633.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -883802.250000 Penalty: 4425.042969
	Iteration 10Q: 3 clusters Score -883802.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -883936.937500 Penalty: 4425.042969
	Iteration 11Q: 3 clusters Score -883936.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -884046.812500 Penalty: 4425.042969
	Iteration 12Q: 3 clusters Score -884046.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -884145.500000 Penalty: 4425.042969
	Iteration 13Q: 3 clusters Score -884145.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -884231.875000 Penalty: 4425.042969
	Iteration 14Q: 3 clusters Score -884231.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -884322.125000 Penalty: 4425.042969
	Iteration 15Q: 3 clusters Score -884322.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -884405.875000 Penalty: 4425.042969
	Iteration 16Q: 3 clusters Score -884405.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -884508.375000 Penalty: 4425.042969
	Iteration 17Q: 3 clusters Score -884508.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -884632.937500 Penalty: 4425.042969
	Iteration 18Q: 3 clusters Score -884632.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -884759.625000 Penalty: 4425.042969
	Iteration 19Q: 3 clusters Score -884759.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -884879.125000 Penalty: 4425.042969
	Iteration 20F: 3 clusters Score -884879.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -884965.187500 Penalty: 4425.042969
	Iteration 21Q: 3 clusters Score -884965.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -885022.500000 Penalty: 4425.042969
	Iteration 22Q: 3 clusters Score -885022.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -885070.000000 Penalty: 4425.042969
	Iteration 23Q: 3 clusters Score -885070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -885098.062500 Penalty: 4425.042969
	Iteration 24Q: 3 clusters Score -885098.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -885121.625000 Penalty: 4425.042969
	Iteration 25Q: 3 clusters Score -885121.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -885139.312500 Penalty: 4425.042969
	Iteration 26Q: 3 clusters Score -885139.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -885151.000000 Penalty: 4425.042969
	Iteration 27Q: 3 clusters Score -885151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -885154.125000 Penalty: 4425.042969
	Iteration 28Q: 3 clusters Score -885154.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -885162.250000 Penalty: 4425.042969
	Iteration 29Q: 3 clusters Score -885162.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -885167.500000 Penalty: 4425.042969
	Iteration 30Q: 3 clusters Score -885167.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -885175.125000 Penalty: 4425.042969
	Iteration 31Q: 3 clusters Score -885175.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -885180.625000 Penalty: 4425.042969
	Iteration 32Q: 3 clusters Score -885180.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -885183.625000 Penalty: 4425.042969
	Iteration 33Q: 3 clusters Score -885183.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -885187.875000 Penalty: 4425.042969
	Iteration 34Q: 3 clusters Score -885187.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -885187.812500 Penalty: 4425.042969
	Iteration 35Q: 3 clusters Score -885187.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -885190.437500 Penalty: 4425.042969
	Iteration 36Q: 3 clusters Score -885190.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -885191.687500 Penalty: 4425.042969
	Iteration 37Q: 3 clusters Score -885191.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -885193.312500 Penalty: 4425.042969
	Iteration 38Q: 3 clusters Score -885193.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -885194.062500 Penalty: 4425.042969
	Iteration 39Q: 3 clusters Score -885194.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -885192.687500 Penalty: 4425.042969
	Iteration 40F: 3 clusters Score -885192.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -885193.375000 Penalty: 4425.042969
	Iteration 41Q: 3 clusters Score -885193.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -885193.625000 Penalty: 4425.042969
	Iteration 42Q: 3 clusters Score -885193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -885192.937500 Penalty: 4425.042969
	Iteration 43Q: 3 clusters Score -885192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -885194.375000 Penalty: 4425.042969
	Iteration 44Q: 3 clusters Score -885194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -885195.062500 Penalty: 4425.042969
	Iteration 45Q: 3 clusters Score -885195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -885194.875000 Penalty: 4425.042969
	Iteration 46Q: 3 clusters Score -885194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -885195.125000 Penalty: 4425.042969
	Iteration 47Q: 3 clusters Score -885195.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -885195.125000 Penalty: 4425.042969
	Iteration 48F: 3 clusters Score -885195.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (100479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Entering Unmasked Estep 
Score: -12674013.000000 Penalty: 2856.390625
	Iteration 0F: 2 clusters Score -1.267401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -12606747.000000 Penalty: 5712.781250
	Iteration 0F: 3 clusters Score -1.260675e+07 nChanged 47539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -12634369.000000 Penalty: 5712.781250
	Iteration 1F: 3 clusters Score -1.263437e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -12636272.000000 Penalty: 5712.781250
	Iteration 2Q: 3 clusters Score -1.263627e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -12639536.000000 Penalty: 5712.781250
	Iteration 3F: 3 clusters Score -1.263954e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -12644730.000000 Penalty: 5712.781250
	Iteration 4F: 3 clusters Score -1.264473e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 79734 members 
Entering Unmasked Estep 
Score: -12651831.000000 Penalty: 5712.781250
	Iteration 5F: 3 clusters Score -1.265183e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
Score: -12659613.000000 Penalty: 5712.781250
	Iteration 6F: 3 clusters Score -1.265961e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 93725 members 
Entering Unmasked Estep 
Score: -12665487.000000 Penalty: 5712.781250
	Iteration 7F: 3 clusters Score -1.266549e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
Score: -12668810.000000 Penalty: 5712.781250
	Iteration 8Q: 3 clusters Score -1.266881e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 98986 members 
Entering Unmasked Estep 
Score: -12670279.000000 Penalty: 5712.781250
	Iteration 9Q: 3 clusters Score -1.267028e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -12670936.000000 Penalty: 5712.781250
	Iteration 10Q: 3 clusters Score -1.267094e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -12671182.000000 Penalty: 5712.781250
	Iteration 11Q: 3 clusters Score -1.267118e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -12671322.000000 Penalty: 5712.781250
	Iteration 12Q: 3 clusters Score -1.267132e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 100046 members 
Entering Unmasked Estep 
Score: -12671378.000000 Penalty: 5712.781250
	Iteration 13Q: 3 clusters Score -1.267138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 100065 members 
Entering Unmasked Estep 
Score: -12671432.000000 Penalty: 5712.781250
	Iteration 14Q: 3 clusters Score -1.267143e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -12671485.000000 Penalty: 5712.781250
	Iteration 15Q: 3 clusters Score -1.267148e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -12671519.000000 Penalty: 5712.781250
	Iteration 16Q: 3 clusters Score -1.267152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -12671538.000000 Penalty: 5712.781250
	Iteration 17Q: 3 clusters Score -1.267154e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -12671560.000000 Penalty: 5712.781250
	Iteration 18Q: 3 clusters Score -1.267156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -12671563.000000 Penalty: 5712.781250
	Iteration 19Q: 3 clusters Score -1.267156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 100102 members 
Entering Unmasked Estep 
Score: -12671577.000000 Penalty: 5712.781250
	Iteration 20F: 3 clusters Score -1.267158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -12671586.000000 Penalty: 5712.781250
	Iteration 21Q: 3 clusters Score -1.267159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -12671586.000000 Penalty: 5712.781250
	Iteration 22Q: 3 clusters Score -1.267159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -12671589.000000 Penalty: 5712.781250
	Iteration 23Q: 3 clusters Score -1.267159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -12671593.000000 Penalty: 5712.781250
	Iteration 24Q: 3 clusters Score -1.267159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 100097 members 
Entering Unmasked Estep 
Score: -12671592.000000 Penalty: 5712.781250
	Iteration 25Q: 3 clusters Score -1.267159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 100096 members 
Entering Unmasked Estep 
Score: -12671596.000000 Penalty: 5712.781250
	Iteration 26Q: 3 clusters Score -1.26716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 100095 members 
Entering Unmasked Estep 
Score: -12671605.000000 Penalty: 5712.781250
	Iteration 27Q: 3 clusters Score -1.26716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 100094 members 
Entering Unmasked Estep 
Score: -12671610.000000 Penalty: 5712.781250
	Iteration 28Q: 3 clusters Score -1.267161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -12671605.000000 Penalty: 5712.781250
	Iteration 29Q: 3 clusters Score -1.26716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -12671605.000000 Penalty: 5712.781250
	Iteration 30F: 3 clusters Score -1.26716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (151349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151349 members 
Entering Unmasked Estep 
Score: -19253020.000000 Penalty: 2957.981201
	Iteration 0F: 2 clusters Score -1.925302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 75666 members 
Entering Unmasked Estep 
Score: -19155106.000000 Penalty: 5915.962402
	Iteration 0F: 3 clusters Score -1.915511e+07 nChanged 72266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -19197172.000000 Penalty: 5915.962402
	Iteration 1F: 3 clusters Score -1.919717e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 77239 members 
Entering Unmasked Estep 
Score: -19198520.000000 Penalty: 5915.962402
	Iteration 2Q: 3 clusters Score -1.919852e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -19200352.000000 Penalty: 5915.962402
	Iteration 3Q: 3 clusters Score -1.920035e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -19202868.000000 Penalty: 5915.962402
	Iteration 4Q: 3 clusters Score -1.920287e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -19206706.000000 Penalty: 5915.962402
	Iteration 5F: 3 clusters Score -1.920671e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -19211578.000000 Penalty: 5915.962402
	Iteration 6F: 3 clusters Score -1.921158e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -19217076.000000 Penalty: 5915.962402
	Iteration 7F: 3 clusters Score -1.921708e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 98149 members 
Entering Unmasked Estep 
Score: -19222170.000000 Penalty: 5915.962402
	Iteration 8F: 3 clusters Score -1.922217e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 102650 members 
Entering Unmasked Estep 
Score: -19226110.000000 Penalty: 5915.962402
	Iteration 9F: 3 clusters Score -1.922611e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 106848 members 
Entering Unmasked Estep 
Score: -19229292.000000 Penalty: 5915.962402
	Iteration 10Q: 3 clusters Score -1.922929e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 110820 members 
Entering Unmasked Estep 
Score: -19232392.000000 Penalty: 5915.962402
	Iteration 11Q: 3 clusters Score -1.923239e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 114641 members 
Entering Unmasked Estep 
Score: -19235268.000000 Penalty: 5915.962402
	Iteration 12Q: 3 clusters Score -1.923527e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 118118 members 
Entering Unmasked Estep 
Score: -19238556.000000 Penalty: 5915.962402
	Iteration 13Q: 3 clusters Score -1.923856e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 121102 members 
Entering Unmasked Estep 
Score: -19241662.000000 Penalty: 5915.962402
	Iteration 14Q: 3 clusters Score -1.924166e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 123656 members 
Entering Unmasked Estep 
Score: -19244034.000000 Penalty: 5915.962402
	Iteration 15Q: 3 clusters Score -1.924403e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 126000 members 
Entering Unmasked Estep 
Score: -19245730.000000 Penalty: 5915.962402
	Iteration 16Q: 3 clusters Score -1.924573e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 128036 members 
Entering Unmasked Estep 
Score: -19246930.000000 Penalty: 5915.962402
	Iteration 17Q: 3 clusters Score -1.924693e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 129994 members 
Entering Unmasked Estep 
Score: -19247964.000000 Penalty: 5915.962402
	Iteration 18Q: 3 clusters Score -1.924796e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 131754 members 
Entering Unmasked Estep 
Score: -19248780.000000 Penalty: 5915.962402
	Iteration 19Q: 3 clusters Score -1.924878e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 133421 members 
Entering Unmasked Estep 
Score: -19249638.000000 Penalty: 5915.962402
	Iteration 20F: 3 clusters Score -1.924964e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 134891 members 
Entering Unmasked Estep 
Score: -19250258.000000 Penalty: 5915.962402
	Iteration 21Q: 3 clusters Score -1.925026e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 136232 members 
Entering Unmasked Estep 
Score: -19250734.000000 Penalty: 5915.962402
	Iteration 22Q: 3 clusters Score -1.925073e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -19251162.000000 Penalty: 5915.962402
	Iteration 23Q: 3 clusters Score -1.925116e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 138354 members 
Entering Unmasked Estep 
Score: -19251566.000000 Penalty: 5915.962402
	Iteration 24Q: 3 clusters Score -1.925157e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 139252 members 
Entering Unmasked Estep 
Score: -19251980.000000 Penalty: 5915.962402
	Iteration 25Q: 3 clusters Score -1.925198e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 140057 members 
Entering Unmasked Estep 
Score: -19252216.000000 Penalty: 5915.962402
	Iteration 26Q: 3 clusters Score -1.925222e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 140780 members 
Entering Unmasked Estep 
Score: -19252400.000000 Penalty: 5915.962402
	Iteration 27Q: 3 clusters Score -1.92524e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 141406 members 
Entering Unmasked Estep 
Score: -19252594.000000 Penalty: 5915.962402
	Iteration 28Q: 3 clusters Score -1.925259e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 141924 members 
Entering Unmasked Estep 
Score: -19252688.000000 Penalty: 5915.962402
	Iteration 29Q: 3 clusters Score -1.925269e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -19252868.000000 Penalty: 5915.962402
	Iteration 30Q: 3 clusters Score -1.925287e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 142703 members 
Entering Unmasked Estep 
Score: -19252968.000000 Penalty: 5915.962402
	Iteration 31Q: 3 clusters Score -1.925297e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 143001 members 
Entering Unmasked Estep 
Score: -19252998.000000 Penalty: 5915.962402
	Iteration 32Q: 3 clusters Score -1.9253e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 143279 members 
Entering Unmasked Estep 
Score: -19252980.000000 Penalty: 5915.962402
	Iteration 33Q: 3 clusters Score -1.925298e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 143538 members 
Entering Unmasked Estep 
Score: -19253084.000000 Penalty: 5915.962402
	Iteration 34Q: 3 clusters Score -1.925308e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 143760 members 
Entering Unmasked Estep 
Score: -19253060.000000 Penalty: 5915.962402
	Iteration 35Q: 3 clusters Score -1.925306e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 143942 members 
Entering Unmasked Estep 
Score: -19253108.000000 Penalty: 5915.962402
	Iteration 36Q: 3 clusters Score -1.925311e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 144121 members 
Entering Unmasked Estep 
Score: -19253116.000000 Penalty: 5915.962402
	Iteration 37Q: 3 clusters Score -1.925312e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 144249 members 
Entering Unmasked Estep 
Score: -19253104.000000 Penalty: 5915.962402
	Iteration 38Q: 3 clusters Score -1.92531e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 144348 members 
Entering Unmasked Estep 
Score: -19253086.000000 Penalty: 5915.962402
	Iteration 39Q: 3 clusters Score -1.925309e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 144423 members 
Entering Unmasked Estep 
Score: -19253108.000000 Penalty: 5915.962402
	Iteration 40F: 3 clusters Score -1.925311e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 144487 members 
Entering Unmasked Estep 
Score: -19253120.000000 Penalty: 5915.962402
	Iteration 41Q: 3 clusters Score -1.925312e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 144549 members 
Entering Unmasked Estep 
Score: -19253100.000000 Penalty: 5915.962402
	Iteration 42Q: 3 clusters Score -1.92531e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 144593 members 
Entering Unmasked Estep 
Score: -19253092.000000 Penalty: 5915.962402
	Iteration 43Q: 3 clusters Score -1.925309e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 144635 members 
Entering Unmasked Estep 
Score: -19253116.000000 Penalty: 5915.962402
	Iteration 44Q: 3 clusters Score -1.925312e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 144678 members 
Entering Unmasked Estep 
Score: -19253128.000000 Penalty: 5915.962402
	Iteration 45Q: 3 clusters Score -1.925313e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 144722 members 
Entering Unmasked Estep 
Score: -19253098.000000 Penalty: 5915.962402
	Iteration 46Q: 3 clusters Score -1.92531e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 144758 members 
Entering Unmasked Estep 
Score: -19253116.000000 Penalty: 5915.962402
	Iteration 47Q: 3 clusters Score -1.925312e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 144788 members 
Entering Unmasked Estep 
Score: -19253098.000000 Penalty: 5915.962402
	Iteration 48Q: 3 clusters Score -1.92531e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 144818 members 
Entering Unmasked Estep 
Score: -19253122.000000 Penalty: 5915.962402
	Iteration 49Q: 3 clusters Score -1.925312e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 144849 members 
Entering Unmasked Estep 
Score: -19253148.000000 Penalty: 5915.962402
	Iteration 50Q: 3 clusters Score -1.925315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 144876 members 
Entering Unmasked Estep 
Score: -19253156.000000 Penalty: 5915.962402
	Iteration 51Q: 3 clusters Score -1.925316e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 144902 members 
Entering Unmasked Estep 
Score: -19253158.000000 Penalty: 5915.962402
	Iteration 52Q: 3 clusters Score -1.925316e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 144926 members 
Entering Unmasked Estep 
Score: -19253162.000000 Penalty: 5915.962402
	Iteration 53Q: 3 clusters Score -1.925316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 144957 members 
Entering Unmasked Estep 
Score: -19253166.000000 Penalty: 5915.962402
	Iteration 54Q: 3 clusters Score -1.925317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 144976 members 
Entering Unmasked Estep 
Score: -19253166.000000 Penalty: 5915.962402
	Iteration 55Q: 3 clusters Score -1.925317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 144991 members 
Entering Unmasked Estep 
Score: -19253176.000000 Penalty: 5915.962402
	Iteration 56Q: 3 clusters Score -1.925318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 145009 members 
Entering Unmasked Estep 
Score: -19253156.000000 Penalty: 5915.962402
	Iteration 57Q: 3 clusters Score -1.925316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 145024 members 
Entering Unmasked Estep 
Score: -19253158.000000 Penalty: 5915.962402
	Iteration 58Q: 3 clusters Score -1.925316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 145034 members 
Entering Unmasked Estep 
Score: -19253156.000000 Penalty: 5915.962402
	Iteration 59Q: 3 clusters Score -1.925316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 145040 members 
Entering Unmasked Estep 
Score: -19253158.000000 Penalty: 5915.962402
	Iteration 60F: 3 clusters Score -1.925316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 145045 members 
Entering Unmasked Estep 
Score: -19253138.000000 Penalty: 5915.962402
	Iteration 61Q: 3 clusters Score -1.925314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 145049 members 
Entering Unmasked Estep 
Score: -19253156.000000 Penalty: 5915.962402
	Iteration 62Q: 3 clusters Score -1.925316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 145056 members 
Entering Unmasked Estep 
Score: -19253164.000000 Penalty: 5915.962402
	Iteration 63Q: 3 clusters Score -1.925316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 145059 members 
Entering Unmasked Estep 
Score: -19253166.000000 Penalty: 5915.962402
	Iteration 64Q: 3 clusters Score -1.925317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 145062 members 
Entering Unmasked Estep 
Score: -19253178.000000 Penalty: 5915.962402
	Iteration 65Q: 3 clusters Score -1.925318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 145064 members 
Entering Unmasked Estep 
Score: -19253186.000000 Penalty: 5915.962402
	Iteration 66Q: 3 clusters Score -1.925319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 145064 members 
Entering Unmasked Estep 
Score: -19253186.000000 Penalty: 5915.962402
	Iteration 67F: 3 clusters Score -1.925319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 26405 members 
Mstep: Class 3 contains 34417 members 
Mstep: Class 4 contains 8534 members 
Mstep: Class 5 contains 149868 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 5976 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 285408 members 
Mstep: Class 11 contains 19490 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 19219 members 
Mstep: Class 15 contains 8170 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 7491 members 
Mstep: Class 20 contains 100479 members 
Mstep: Class 21 contains 6285 members 
Mstep: Class 22 contains 42231 members 
Mstep: Class 23 contains 121842 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 20336 members 
Mstep: Class 27 contains 106283 members 
Mstep: Class 28 contains 14199 members 
Mstep: Class 29 contains 2406 members 
Mstep: Class 30 contains 145064 members 
Entering Unmasked Estep 
Score: -157713104.000000 Penalty: 104539.820312
Splitting cluster 21 changes total score from -157714320.000000 to -157713104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (42231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Entering Unmasked Estep 
Score: -5136686.500000 Penalty: 2641.425537
	Iteration 0F: 2 clusters Score -5136686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -5108156.000000 Penalty: 5282.851074
	Iteration 0F: 3 clusters Score -5108156 nChanged 19415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -5119136.500000 Penalty: 5282.851074
	Iteration 1F: 3 clusters Score -5119136 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -5119823.000000 Penalty: 5282.851074
	Iteration 2Q: 3 clusters Score -5119823 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5120455.500000 Penalty: 5282.851074
	Iteration 3Q: 3 clusters Score -5120456 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -5121076.500000 Penalty: 5282.851074
	Iteration 4Q: 3 clusters Score -5121076 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -5121779.000000 Penalty: 5282.851074
	Iteration 5Q: 3 clusters Score -5121779 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -5122558.500000 Penalty: 5282.851074
	Iteration 6Q: 3 clusters Score -5122558 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -5123519.500000 Penalty: 5282.851074
	Iteration 7Q: 3 clusters Score -5123520 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -5124665.500000 Penalty: 5282.851074
	Iteration 8Q: 3 clusters Score -5124666 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -5126256.500000 Penalty: 5282.851074
	Iteration 9F: 3 clusters Score -5126256 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -5128000.500000 Penalty: 5282.851074
	Iteration 10F: 3 clusters Score -5128000 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -5129650.000000 Penalty: 5282.851074
	Iteration 11F: 3 clusters Score -5129650 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -5130792.500000 Penalty: 5282.851074
	Iteration 12Q: 3 clusters Score -5130792 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -5131547.000000 Penalty: 5282.851074
	Iteration 13Q: 3 clusters Score -5131547 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -5132033.500000 Penalty: 5282.851074
	Iteration 14Q: 3 clusters Score -5132034 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -5132332.500000 Penalty: 5282.851074
	Iteration 15Q: 3 clusters Score -5132332 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -5132614.500000 Penalty: 5282.851074
	Iteration 16Q: 3 clusters Score -5132614 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -5132822.500000 Penalty: 5282.851074
	Iteration 17Q: 3 clusters Score -5132822 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -5133000.000000 Penalty: 5282.851074
	Iteration 18Q: 3 clusters Score -5133000 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -5133108.000000 Penalty: 5282.851074
	Iteration 19Q: 3 clusters Score -5133108 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -5133210.000000 Penalty: 5282.851074
	Iteration 20F: 3 clusters Score -5133210 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -5133308.500000 Penalty: 5282.851074
	Iteration 21Q: 3 clusters Score -5133308 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -5133373.000000 Penalty: 5282.851074
	Iteration 22Q: 3 clusters Score -5133373 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -5133433.500000 Penalty: 5282.851074
	Iteration 23Q: 3 clusters Score -5133434 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -5133480.500000 Penalty: 5282.851074
	Iteration 24Q: 3 clusters Score -5133480 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -5133501.500000 Penalty: 5282.851074
	Iteration 25Q: 3 clusters Score -5133502 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -5133535.000000 Penalty: 5282.851074
	Iteration 26Q: 3 clusters Score -5133535 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -5133560.000000 Penalty: 5282.851074
	Iteration 27Q: 3 clusters Score -5133560 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -5133586.000000 Penalty: 5282.851074
	Iteration 28Q: 3 clusters Score -5133586 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -5133622.500000 Penalty: 5282.851074
	Iteration 29Q: 3 clusters Score -5133622 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -5133639.500000 Penalty: 5282.851074
	Iteration 30Q: 3 clusters Score -5133640 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -5133658.500000 Penalty: 5282.851074
	Iteration 31Q: 3 clusters Score -5133658 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -5133682.500000 Penalty: 5282.851074
	Iteration 32Q: 3 clusters Score -5133682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -5133699.500000 Penalty: 5282.851074
	Iteration 33Q: 3 clusters Score -5133700 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -5133701.500000 Penalty: 5282.851074
	Iteration 34Q: 3 clusters Score -5133702 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -5133717.500000 Penalty: 5282.851074
	Iteration 35Q: 3 clusters Score -5133718 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5133718 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -5133730.000000 Penalty: 5282.851074
	Iteration 37Q: 3 clusters Score -5133730 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -5133749.500000 Penalty: 5282.851074
	Iteration 38Q: 3 clusters Score -5133750 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -5133752.500000 Penalty: 5282.851074
	Iteration 39Q: 3 clusters Score -5133752 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -5133756.000000 Penalty: 5282.851074
	Iteration 40F: 3 clusters Score -5133756 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5133781.000000 Penalty: 5282.851074
	Iteration 41Q: 3 clusters Score -5133781 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -5133783.500000 Penalty: 5282.851074
	Iteration 42Q: 3 clusters Score -5133784 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -5133795.000000 Penalty: 5282.851074
	Iteration 43Q: 3 clusters Score -5133795 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5133824 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -5133851.000000 Penalty: 5282.851074
	Iteration 45Q: 3 clusters Score -5133851 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -5133889.500000 Penalty: 5282.851074
	Iteration 46Q: 3 clusters Score -5133890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -5133909.500000 Penalty: 5282.851074
	Iteration 47Q: 3 clusters Score -5133910 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -5133945.500000 Penalty: 5282.851074
	Iteration 48Q: 3 clusters Score -5133946 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -5133962.500000 Penalty: 5282.851074
	Iteration 49Q: 3 clusters Score -5133962 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -5133985.000000 Penalty: 5282.851074
	Iteration 50Q: 3 clusters Score -5133985 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -5134009.500000 Penalty: 5282.851074
	Iteration 51Q: 3 clusters Score -5134010 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -5134037.500000 Penalty: 5282.851074
	Iteration 52Q: 3 clusters Score -5134038 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -5134045.500000 Penalty: 5282.851074
	Iteration 53Q: 3 clusters Score -5134046 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -5134081.000000 Penalty: 5282.851074
	Iteration 54Q: 3 clusters Score -5134081 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -5134094.000000 Penalty: 5282.851074
	Iteration 55Q: 3 clusters Score -5134094 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -5134126.500000 Penalty: 5282.851074
	Iteration 56Q: 3 clusters Score -5134126 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -5134156.000000 Penalty: 5282.851074
	Iteration 57Q: 3 clusters Score -5134156 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -5134197.500000 Penalty: 5282.851074
	Iteration 58Q: 3 clusters Score -5134198 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -5134220.500000 Penalty: 5282.851074
	Iteration 59Q: 3 clusters Score -5134220 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -5134256.000000 Penalty: 5282.851074
	Iteration 60F: 3 clusters Score -5134256 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -5134296.500000 Penalty: 5282.851074
	Iteration 61Q: 3 clusters Score -5134296 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -5134350.000000 Penalty: 5282.851074
	Iteration 62Q: 3 clusters Score -5134350 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -5134401.000000 Penalty: 5282.851074
	Iteration 63Q: 3 clusters Score -5134401 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -5134464.500000 Penalty: 5282.851074
	Iteration 64Q: 3 clusters Score -5134464 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -5134513.000000 Penalty: 5282.851074
	Iteration 65Q: 3 clusters Score -5134513 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -5134575.000000 Penalty: 5282.851074
	Iteration 66Q: 3 clusters Score -5134575 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5134613.500000 Penalty: 5282.851074
	Iteration 67Q: 3 clusters Score -5134614 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -5134668.500000 Penalty: 5282.851074
	Iteration 68Q: 3 clusters Score -5134668 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -5134699.500000 Penalty: 5282.851074
	Iteration 69Q: 3 clusters Score -5134700 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -5134753.500000 Penalty: 5282.851074
	Iteration 70Q: 3 clusters Score -5134754 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -5134799.500000 Penalty: 5282.851074
	Iteration 71Q: 3 clusters Score -5134800 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -5134844.000000 Penalty: 5282.851074
	Iteration 72Q: 3 clusters Score -5134844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -5134881.500000 Penalty: 5282.851074
	Iteration 73Q: 3 clusters Score -5134882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -5134917.000000 Penalty: 5282.851074
	Iteration 74Q: 3 clusters Score -5134917 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -5134941.500000 Penalty: 5282.851074
	Iteration 75Q: 3 clusters Score -5134942 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5134968.000000 Penalty: 5282.851074
	Iteration 76Q: 3 clusters Score -5134968 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -5134994.500000 Penalty: 5282.851074
	Iteration 77Q: 3 clusters Score -5134994 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -5134997.000000 Penalty: 5282.851074
	Iteration 78Q: 3 clusters Score -5134997 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -5135000.500000 Penalty: 5282.851074
	Iteration 79Q: 3 clusters Score -5135000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -5135019.000000 Penalty: 5282.851074
	Iteration 80F: 3 clusters Score -5135019 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -5135021.000000 Penalty: 5282.851074
	Iteration 81Q: 3 clusters Score -5135021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5135048.500000 Penalty: 5282.851074
	Iteration 82Q: 3 clusters Score -5135048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5135040.500000 Penalty: 5282.851074
	Iteration 83Q: 3 clusters Score -5135040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -5135058.000000 Penalty: 5282.851074
	Iteration 84Q: 3 clusters Score -5135058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5135062.000000 Penalty: 5282.851074
	Iteration 85Q: 3 clusters Score -5135062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -5135065.000000 Penalty: 5282.851074
	Iteration 86Q: 3 clusters Score -5135065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -5135069.500000 Penalty: 5282.851074
	Iteration 87Q: 3 clusters Score -5135070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -5135075.000000 Penalty: 5282.851074
	Iteration 88Q: 3 clusters Score -5135075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -5135087.000000 Penalty: 5282.851074
	Iteration 89Q: 3 clusters Score -5135087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -5135096.500000 Penalty: 5282.851074
	Iteration 90Q: 3 clusters Score -5135096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -5135097.000000 Penalty: 5282.851074
	Iteration 91Q: 3 clusters Score -5135097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -5135098.000000 Penalty: 5282.851074
	Iteration 92Q: 3 clusters Score -5135098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -5135103.500000 Penalty: 5282.851074
	Iteration 93Q: 3 clusters Score -5135104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -5135107.500000 Penalty: 5282.851074
	Iteration 94Q: 3 clusters Score -5135108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -5135111.500000 Penalty: 5282.851074
	Iteration 95Q: 3 clusters Score -5135112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -5135115.500000 Penalty: 5282.851074
	Iteration 96Q: 3 clusters Score -5135116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -5135114.500000 Penalty: 5282.851074
	Iteration 97Q: 3 clusters Score -5135114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -5135128.000000 Penalty: 5282.851074
	Iteration 98Q: 3 clusters Score -5135128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -5135119.000000 Penalty: 5282.851074
	Iteration 99Q: 3 clusters Score -5135119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -5135121.000000 Penalty: 5282.851074
	Iteration 100F: 3 clusters Score -5135121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -5135122.000000 Penalty: 5282.851074
	Iteration 101Q: 3 clusters Score -5135122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -5135137.500000 Penalty: 5282.851074
	Iteration 102Q: 3 clusters Score -5135138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -5135133.500000 Penalty: 5282.851074
	Iteration 103Q: 3 clusters Score -5135134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -5135133.500000 Penalty: 5282.851074
	Iteration 104Q: 3 clusters Score -5135134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -5135141.500000 Penalty: 5282.851074
	Iteration 105Q: 3 clusters Score -5135142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -5135147.000000 Penalty: 5282.851074
	Iteration 106Q: 3 clusters Score -5135147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5135139.000000 Penalty: 5282.851074
	Iteration 107Q: 3 clusters Score -5135139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -5135142.000000 Penalty: 5282.851074
	Iteration 108Q: 3 clusters Score -5135142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -5135140.500000 Penalty: 5282.851074
	Iteration 109Q: 3 clusters Score -5135140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -5135147.000000 Penalty: 5282.851074
	Iteration 110Q: 3 clusters Score -5135147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -5135158.000000 Penalty: 5282.851074
	Iteration 111Q: 3 clusters Score -5135158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5135154.000000 Penalty: 5282.851074
	Iteration 112Q: 3 clusters Score -5135154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -5135155.000000 Penalty: 5282.851074
	Iteration 113Q: 3 clusters Score -5135155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -5135170.500000 Penalty: 5282.851074
	Iteration 114Q: 3 clusters Score -5135170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5135176.000000 Penalty: 5282.851074
	Iteration 115Q: 3 clusters Score -5135176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -5135167.500000 Penalty: 5282.851074
	Iteration 116Q: 3 clusters Score -5135168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -5135179.500000 Penalty: 5282.851074
	Iteration 117Q: 3 clusters Score -5135180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -5135188.000000 Penalty: 5282.851074
	Iteration 118Q: 3 clusters Score -5135188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -5135185.500000 Penalty: 5282.851074
	Iteration 119Q: 3 clusters Score -5135186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5135188.500000 Penalty: 5282.851074
	Iteration 120F: 3 clusters Score -5135188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -5135192.000000 Penalty: 5282.851074
	Iteration 121Q: 3 clusters Score -5135192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5135183.000000 Penalty: 5282.851074
	Iteration 122Q: 3 clusters Score -5135183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -5135182.500000 Penalty: 5282.851074
	Iteration 123Q: 3 clusters Score -5135182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -5135182.500000 Penalty: 5282.851074
	Iteration 124F: 3 clusters Score -5135182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (121842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121842 members 
Entering Unmasked Estep 
Score: -15665120.000000 Penalty: 2904.199219
	Iteration 0F: 2 clusters Score -1.566512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -15584149.000000 Penalty: 5808.398438
	Iteration 0F: 3 clusters Score -1.558415e+07 nChanged 57940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -15617379.000000 Penalty: 5808.398438
	Iteration 1F: 3 clusters Score -1.561738e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -15618357.000000 Penalty: 5808.398438
	Iteration 2Q: 3 clusters Score -1.561836e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -15619767.000000 Penalty: 5808.398438
	Iteration 3Q: 3 clusters Score -1.561977e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -15622317.000000 Penalty: 5808.398438
	Iteration 4Q: 3 clusters Score -1.562232e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -15626892.000000 Penalty: 5808.398438
	Iteration 5F: 3 clusters Score -1.562689e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -15634837.000000 Penalty: 5808.398438
	Iteration 6F: 3 clusters Score -1.563484e+07 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104973 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -15645714.000000 Penalty: 5808.398438
	Iteration 7F: 3 clusters Score -1.564571e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114338 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -15655232.000000 Penalty: 5808.398438
	Iteration 8F: 3 clusters Score -1.565523e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119347 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -15660241.000000 Penalty: 5808.398438
	Iteration 9Q: 3 clusters Score -1.566024e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121047 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -15661800.000000 Penalty: 5808.398438
	Iteration 10Q: 3 clusters Score -1.56618e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121471 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -15662220.000000 Penalty: 5808.398438
	Iteration 11Q: 3 clusters Score -1.566222e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121566 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15662370.000000 Penalty: 5808.398438
	Iteration 12Q: 3 clusters Score -1.566237e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121604 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15662460.000000 Penalty: 5808.398438
	Iteration 13Q: 3 clusters Score -1.566246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121605 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15662489.000000 Penalty: 5808.398438
	Iteration 14Q: 3 clusters Score -1.566249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121609 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15662501.000000 Penalty: 5808.398438
	Iteration 15Q: 3 clusters Score -1.56625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121609 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15662505.000000 Penalty: 5808.398438
	Iteration 16Q: 3 clusters Score -1.56625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121608 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15662512.000000 Penalty: 5808.398438
	Iteration 17Q: 3 clusters Score -1.566251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121611 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15662519.000000 Penalty: 5808.398438
	Iteration 18Q: 3 clusters Score -1.566252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121614 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15662528.000000 Penalty: 5808.398438
	Iteration 19Q: 3 clusters Score -1.566253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121616 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15662523.000000 Penalty: 5808.398438
	Iteration 20F: 3 clusters Score -1.566252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121617 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15662517.000000 Penalty: 5808.398438
	Iteration 21Q: 3 clusters Score -1.566252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121619 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15662526.000000 Penalty: 5808.398438
	Iteration 22Q: 3 clusters Score -1.566253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121620 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15662522.000000 Penalty: 5808.398438
	Iteration 23Q: 3 clusters Score -1.566252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121620 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15662522.000000 Penalty: 5808.398438
	Iteration 24F: 3 clusters Score -1.566252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -63347.640625 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -63347.64 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 277 members 
Entering Unmasked Estep 
Score: -61833.531250 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -61833.53 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62127.562500 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -62127.56 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62381.093750 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -62381.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62718.902344 Penalty: 3160.319580
	Iteration 3F: 3 clusters Score -62718.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63127.761719 Penalty: 3160.319580
	Iteration 4F: 3 clusters Score -63127.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63252.097656 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -63252.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63332.121094 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -63332.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63384.199219 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -63384.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -63402.878906 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -63402.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63435.449219 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -63435.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63472.613281 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -63472.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -63498.300781 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -63498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -63520.085938 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -63520.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -63523.085938 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -63523.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63525.441406 Penalty: 3160.319580
	Iteration 14Q: 3 clusters Score -63525.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63530.507812 Penalty: 3160.319580
	Iteration 15F: 3 clusters Score -63530.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -63537.585938 Penalty: 3160.319580
	Iteration 16Q: 3 clusters Score -63537.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -63545.195312 Penalty: 3160.319580
	Iteration 17Q: 3 clusters Score -63545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -63552.695312 Penalty: 3160.319580
	Iteration 18Q: 3 clusters Score -63552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -63559.503906 Penalty: 3160.319580
	Iteration 19Q: 3 clusters Score -63559.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -63559.503906 Penalty: 3160.319580
	Iteration 20F: 3 clusters Score -63559.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 26405 members 
Mstep: Class 3 contains 34417 members 
Mstep: Class 4 contains 8534 members 
Mstep: Class 5 contains 149868 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 5976 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 285408 members 
Mstep: Class 11 contains 19490 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 19219 members 
Mstep: Class 15 contains 8170 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 7491 members 
Mstep: Class 20 contains 100479 members 
Mstep: Class 21 contains 151349 members 
Mstep: Class 22 contains 42231 members 
Mstep: Class 23 contains 121842 members 
Mstep: Class 24 contains 165 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 20336 members 
Mstep: Class 27 contains 106283 members 
Mstep: Class 28 contains 14199 members 
Mstep: Class 29 contains 2406 members 
Mstep: Class 30 contains 420 members 
Entering Unmasked Estep 
Score: -157712592.000000 Penalty: 104539.820312
Splitting cluster 24 changes total score from -157714320.000000 to -157712592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -92271.023438 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -92271.02 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 382 members 
Entering Unmasked Estep 
Score: -90597.093750 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -90597.09 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90906.664062 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -90906.66 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91034.859375 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -91034.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -91121.140625 Penalty: 3300.459473
	Iteration 3Q: 3 clusters Score -91121.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91159.054688 Penalty: 3300.459473
	Iteration 4Q: 3 clusters Score -91159.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91189.171875 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -91189.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -91213.273438 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -91213.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -91233.648438 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -91233.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91249.242188 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -91249.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -91267.343750 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -91267.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91275.328125 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -91275.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91287.007812 Penalty: 3300.459473
	Iteration 11Q: 3 clusters Score -91287.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -91299.671875 Penalty: 3300.459473
	Iteration 12Q: 3 clusters Score -91299.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -91307.117188 Penalty: 3300.459473
	Iteration 13Q: 3 clusters Score -91307.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91309.265625 Penalty: 3300.459473
	Iteration 14Q: 3 clusters Score -91309.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -91314.117188 Penalty: 3300.459473
	Iteration 15Q: 3 clusters Score -91314.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91315.218750 Penalty: 3300.459473
	Iteration 16Q: 3 clusters Score -91315.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91315.218750 Penalty: 3300.459473
	Iteration 17F: 3 clusters Score -91315.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Entering Unmasked Estep 
Score: -2365393.750000 Penalty: 2460.196777
	Iteration 0F: 2 clusters Score -2365394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2351166.000000 Penalty: 4920.393555
	Iteration 0F: 3 clusters Score -2351166 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2356403.750000 Penalty: 4920.393555
	Iteration 1F: 3 clusters Score -2356404 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2357489.000000 Penalty: 4920.393555
	Iteration 2F: 3 clusters Score -2357489 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2358662.000000 Penalty: 4920.393555
	Iteration 3F: 3 clusters Score -2358662 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2359777.000000 Penalty: 4920.393555
	Iteration 4F: 3 clusters Score -2359777 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2360772.000000 Penalty: 4920.393555
	Iteration 5F: 3 clusters Score -2360772 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2361545.250000 Penalty: 4920.393555
	Iteration 6F: 3 clusters Score -2361545 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2362063.500000 Penalty: 4920.393555
	Iteration 7Q: 3 clusters Score -2362064 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2362391.500000 Penalty: 4920.393555
	Iteration 8Q: 3 clusters Score -2362392 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2362621.750000 Penalty: 4920.393555
	Iteration 9Q: 3 clusters Score -2362622 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2362757.750000 Penalty: 4920.393555
	Iteration 10Q: 3 clusters Score -2362758 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2362854.250000 Penalty: 4920.393555
	Iteration 11Q: 3 clusters Score -2362854 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2362934.750000 Penalty: 4920.393555
	Iteration 12Q: 3 clusters Score -2362935 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2362997.500000 Penalty: 4920.393555
	Iteration 13Q: 3 clusters Score -2362998 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2363037.000000 Penalty: 4920.393555
	Iteration 14Q: 3 clusters Score -2363037 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2363054.500000 Penalty: 4920.393555
	Iteration 15Q: 3 clusters Score -2363054 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2363079.000000 Penalty: 4920.393555
	Iteration 16Q: 3 clusters Score -2363079 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2363103.250000 Penalty: 4920.393555
	Iteration 17Q: 3 clusters Score -2363103 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2363122.250000 Penalty: 4920.393555
	Iteration 18Q: 3 clusters Score -2363122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2363132.750000 Penalty: 4920.393555
	Iteration 19Q: 3 clusters Score -2363133 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2363143.750000 Penalty: 4920.393555
	Iteration 20F: 3 clusters Score -2363144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2363165.250000 Penalty: 4920.393555
	Iteration 21Q: 3 clusters Score -2363165 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2363173.750000 Penalty: 4920.393555
	Iteration 22Q: 3 clusters Score -2363174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2363205.500000 Penalty: 4920.393555
	Iteration 23Q: 3 clusters Score -2363206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2363207.000000 Penalty: 4920.393555
	Iteration 24Q: 3 clusters Score -2363207 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2363225.000000 Penalty: 4920.393555
	Iteration 25Q: 3 clusters Score -2363225 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2363228.250000 Penalty: 4920.393555
	Iteration 26Q: 3 clusters Score -2363228 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2363249.500000 Penalty: 4920.393555
	Iteration 27Q: 3 clusters Score -2363250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2363264.750000 Penalty: 4920.393555
	Iteration 28Q: 3 clusters Score -2363265 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2363278.250000 Penalty: 4920.393555
	Iteration 29Q: 3 clusters Score -2363278 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2363293.250000 Penalty: 4920.393555
	Iteration 30Q: 3 clusters Score -2363293 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2363304.750000 Penalty: 4920.393555
	Iteration 31Q: 3 clusters Score -2363305 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2363328.000000 Penalty: 4920.393555
	Iteration 32Q: 3 clusters Score -2363328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2363344.250000 Penalty: 4920.393555
	Iteration 33Q: 3 clusters Score -2363344 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2363353.000000 Penalty: 4920.393555
	Iteration 34Q: 3 clusters Score -2363353 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2363365.000000 Penalty: 4920.393555
	Iteration 35Q: 3 clusters Score -2363365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2363383.250000 Penalty: 4920.393555
	Iteration 36Q: 3 clusters Score -2363383 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2363395.250000 Penalty: 4920.393555
	Iteration 37Q: 3 clusters Score -2363395 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2363404.750000 Penalty: 4920.393555
	Iteration 38Q: 3 clusters Score -2363405 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2363417.750000 Penalty: 4920.393555
	Iteration 39Q: 3 clusters Score -2363418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2363439.750000 Penalty: 4920.393555
	Iteration 40F: 3 clusters Score -2363440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2363464.750000 Penalty: 4920.393555
	Iteration 41Q: 3 clusters Score -2363465 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2363504.500000 Penalty: 4920.393555
	Iteration 42Q: 3 clusters Score -2363504 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2363540.500000 Penalty: 4920.393555
	Iteration 43Q: 3 clusters Score -2363540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2363574.250000 Penalty: 4920.393555
	Iteration 44Q: 3 clusters Score -2363574 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2363600.500000 Penalty: 4920.393555
	Iteration 45Q: 3 clusters Score -2363600 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2363624.500000 Penalty: 4920.393555
	Iteration 46Q: 3 clusters Score -2363624 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2363650.750000 Penalty: 4920.393555
	Iteration 47Q: 3 clusters Score -2363651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2363672.250000 Penalty: 4920.393555
	Iteration 48Q: 3 clusters Score -2363672 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2363697.500000 Penalty: 4920.393555
	Iteration 49Q: 3 clusters Score -2363698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2363709.750000 Penalty: 4920.393555
	Iteration 50Q: 3 clusters Score -2363710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2363724.250000 Penalty: 4920.393555
	Iteration 51Q: 3 clusters Score -2363724 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2363749.000000 Penalty: 4920.393555
	Iteration 52Q: 3 clusters Score -2363749 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2363764.750000 Penalty: 4920.393555
	Iteration 53Q: 3 clusters Score -2363765 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2363787.250000 Penalty: 4920.393555
	Iteration 54Q: 3 clusters Score -2363787 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2363799.750000 Penalty: 4920.393555
	Iteration 55Q: 3 clusters Score -2363800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2363819.250000 Penalty: 4920.393555
	Iteration 56Q: 3 clusters Score -2363819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2363831.750000 Penalty: 4920.393555
	Iteration 57Q: 3 clusters Score -2363832 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2363849.500000 Penalty: 4920.393555
	Iteration 58Q: 3 clusters Score -2363850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2363863.750000 Penalty: 4920.393555
	Iteration 59Q: 3 clusters Score -2363864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2363880.250000 Penalty: 4920.393555
	Iteration 60F: 3 clusters Score -2363880 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2363894.000000 Penalty: 4920.393555
	Iteration 61Q: 3 clusters Score -2363894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2363912.250000 Penalty: 4920.393555
	Iteration 62Q: 3 clusters Score -2363912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2363926.500000 Penalty: 4920.393555
	Iteration 63Q: 3 clusters Score -2363926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2363938.000000 Penalty: 4920.393555
	Iteration 64Q: 3 clusters Score -2363938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2363952.250000 Penalty: 4920.393555
	Iteration 65Q: 3 clusters Score -2363952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2363956.250000 Penalty: 4920.393555
	Iteration 66Q: 3 clusters Score -2363956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2363963.750000 Penalty: 4920.393555
	Iteration 67Q: 3 clusters Score -2363964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2363974.250000 Penalty: 4920.393555
	Iteration 68Q: 3 clusters Score -2363974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2363991.750000 Penalty: 4920.393555
	Iteration 69Q: 3 clusters Score -2363992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2364001.500000 Penalty: 4920.393555
	Iteration 70Q: 3 clusters Score -2364002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2364012.000000 Penalty: 4920.393555
	Iteration 71Q: 3 clusters Score -2364012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2364030.000000 Penalty: 4920.393555
	Iteration 72Q: 3 clusters Score -2364030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2364041.750000 Penalty: 4920.393555
	Iteration 73Q: 3 clusters Score -2364042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2364057.750000 Penalty: 4920.393555
	Iteration 74Q: 3 clusters Score -2364058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2364075.000000 Penalty: 4920.393555
	Iteration 75Q: 3 clusters Score -2364075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2364092.000000 Penalty: 4920.393555
	Iteration 76Q: 3 clusters Score -2364092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2364107.000000 Penalty: 4920.393555
	Iteration 77Q: 3 clusters Score -2364107 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2364127.000000 Penalty: 4920.393555
	Iteration 78Q: 3 clusters Score -2364127 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2364163.500000 Penalty: 4920.393555
	Iteration 79Q: 3 clusters Score -2364164 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2364191.000000 Penalty: 4920.393555
	Iteration 80F: 3 clusters Score -2364191 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2364205.750000 Penalty: 4920.393555
	Iteration 81Q: 3 clusters Score -2364206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2364230.750000 Penalty: 4920.393555
	Iteration 82Q: 3 clusters Score -2364231 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2364247.250000 Penalty: 4920.393555
	Iteration 83Q: 3 clusters Score -2364247 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2364261.750000 Penalty: 4920.393555
	Iteration 84Q: 3 clusters Score -2364262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2364271.500000 Penalty: 4920.393555
	Iteration 85Q: 3 clusters Score -2364272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2364291.000000 Penalty: 4920.393555
	Iteration 86Q: 3 clusters Score -2364291 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2364314.000000 Penalty: 4920.393555
	Iteration 87Q: 3 clusters Score -2364314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2364328.250000 Penalty: 4920.393555
	Iteration 88Q: 3 clusters Score -2364328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2364356.250000 Penalty: 4920.393555
	Iteration 89Q: 3 clusters Score -2364356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2364379.250000 Penalty: 4920.393555
	Iteration 90Q: 3 clusters Score -2364379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2364393.000000 Penalty: 4920.393555
	Iteration 91Q: 3 clusters Score -2364393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2364417.500000 Penalty: 4920.393555
	Iteration 92Q: 3 clusters Score -2364418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2364444.000000 Penalty: 4920.393555
	Iteration 93Q: 3 clusters Score -2364444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2364456.500000 Penalty: 4920.393555
	Iteration 94Q: 3 clusters Score -2364456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2364475.250000 Penalty: 4920.393555
	Iteration 95Q: 3 clusters Score -2364475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2364491.250000 Penalty: 4920.393555
	Iteration 96Q: 3 clusters Score -2364491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2364504.250000 Penalty: 4920.393555
	Iteration 97Q: 3 clusters Score -2364504 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2364518.000000 Penalty: 4920.393555
	Iteration 98Q: 3 clusters Score -2364518 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18314 members 
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Entering Unmasked Estep 
Score: -2364522.500000 Penalty: 4920.393555
	Iteration 99Q: 3 clusters Score -2364522 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2364530.500000 Penalty: 4920.393555
	Iteration 100F: 3 clusters Score -2364530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2364538.500000 Penalty: 4920.393555
	Iteration 101Q: 3 clusters Score -2364538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2364537.500000 Penalty: 4920.393555
	Iteration 102Q: 3 clusters Score -2364538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2364544.750000 Penalty: 4920.393555
	Iteration 103Q: 3 clusters Score -2364545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2364552.750000 Penalty: 4920.393555
	Iteration 104Q: 3 clusters Score -2364553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2364561.250000 Penalty: 4920.393555
	Iteration 105Q: 3 clusters Score -2364561 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2364568.750000 Penalty: 4920.393555
	Iteration 106Q: 3 clusters Score -2364569 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2364571.250000 Penalty: 4920.393555
	Iteration 107Q: 3 clusters Score -2364571 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2364571.500000 Penalty: 4920.393555
	Iteration 108Q: 3 clusters Score -2364572 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2364585.250000 Penalty: 4920.393555
	Iteration 109Q: 3 clusters Score -2364585 nChanged 11
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Entering Unmasked Estep 
Score: -2364584.750000 Penalty: 4920.393555
	Iteration 110Q: 3 clusters Score -2364585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2364589.250000 Penalty: 4920.393555
	Iteration 111Q: 3 clusters Score -2364589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2364596.250000 Penalty: 4920.393555
	Iteration 112Q: 3 clusters Score -2364596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2364596.000000 Penalty: 4920.393555
	Iteration 113Q: 3 clusters Score -2364596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2364598.000000 Penalty: 4920.393555
	Iteration 114Q: 3 clusters Score -2364598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2364595.000000 Penalty: 4920.393555
	Iteration 115Q: 3 clusters Score -2364595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2364599.000000 Penalty: 4920.393555
	Iteration 116Q: 3 clusters Score -2364599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2364592.500000 Penalty: 4920.393555
	Iteration 117Q: 3 clusters Score -2364592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2364593.500000 Penalty: 4920.393555
	Iteration 118Q: 3 clusters Score -2364594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2364596.000000 Penalty: 4920.393555
	Iteration 119Q: 3 clusters Score -2364596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2364600.000000 Penalty: 4920.393555
	Iteration 120F: 3 clusters Score -2364600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2364602.250000 Penalty: 4920.393555
	Iteration 121Q: 3 clusters Score -2364602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2364604.500000 Penalty: 4920.393555
	Iteration 122Q: 3 clusters Score -2364604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2364606.500000 Penalty: 4920.393555
	Iteration 123Q: 3 clusters Score -2364606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2364616.000000 Penalty: 4920.393555
	Iteration 124Q: 3 clusters Score -2364616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2364617.250000 Penalty: 4920.393555
	Iteration 125Q: 3 clusters Score -2364617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2364620.500000 Penalty: 4920.393555
	Iteration 126Q: 3 clusters Score -2364620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2364623.500000 Penalty: 4920.393555
	Iteration 127Q: 3 clusters Score -2364624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2364621.250000 Penalty: 4920.393555
	Iteration 128Q: 3 clusters Score -2364621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2364622.250000 Penalty: 4920.393555
	Iteration 129Q: 3 clusters Score -2364622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2364624.250000 Penalty: 4920.393555
	Iteration 130Q: 3 clusters Score -2364624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2364622.750000 Penalty: 4920.393555
	Iteration 131Q: 3 clusters Score -2364623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2364622.500000 Penalty: 4920.393555
	Iteration 132Q: 3 clusters Score -2364622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2364622.500000 Penalty: 4920.393555
	Iteration 133F: 3 clusters Score -2364622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (106283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106283 members 
Entering Unmasked Estep 
Score: -13491737.000000 Penalty: 2870.317383
	Iteration 0F: 2 clusters Score -1.349174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -13420694.000000 Penalty: 5740.634766
	Iteration 0F: 3 clusters Score -1.342069e+07 nChanged 50342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -13449627.000000 Penalty: 5740.634766
	Iteration 1F: 3 clusters Score -1.344963e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -13450612.000000 Penalty: 5740.634766
	Iteration 2Q: 3 clusters Score -1.345061e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -13451731.000000 Penalty: 5740.634766
	Iteration 3Q: 3 clusters Score -1.345173e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -13453367.000000 Penalty: 5740.634766
	Iteration 4Q: 3 clusters Score -1.345337e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 63096 members 
Entering Unmasked Estep 
Score: -13455903.000000 Penalty: 5740.634766
	Iteration 5Q: 3 clusters Score -1.34559e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 67124 members 
Entering Unmasked Estep 
Score: -13459043.000000 Penalty: 5740.634766
	Iteration 6F: 3 clusters Score -1.345904e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -13463381.000000 Penalty: 5740.634766
	Iteration 7F: 3 clusters Score -1.346338e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -13468558.000000 Penalty: 5740.634766
	Iteration 8F: 3 clusters Score -1.346856e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -13474195.000000 Penalty: 5740.634766
	Iteration 9F: 3 clusters Score -1.34742e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 91074 members 
Entering Unmasked Estep 
Score: -13479228.000000 Penalty: 5740.634766
	Iteration 10F: 3 clusters Score -1.347923e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 96063 members 
Entering Unmasked Estep 
Score: -13482986.000000 Penalty: 5740.634766
	Iteration 11Q: 3 clusters Score -1.348299e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 99641 members 
Entering Unmasked Estep 
Score: -13485433.000000 Penalty: 5740.634766
	Iteration 12Q: 3 clusters Score -1.348543e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 102011 members 
Entering Unmasked Estep 
Score: -13487071.000000 Penalty: 5740.634766
	Iteration 13Q: 3 clusters Score -1.348707e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 103466 members 
Entering Unmasked Estep 
Score: -13488012.000000 Penalty: 5740.634766
	Iteration 14Q: 3 clusters Score -1.348801e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 104260 members 
Entering Unmasked Estep 
Score: -13488517.000000 Penalty: 5740.634766
	Iteration 15Q: 3 clusters Score -1.348852e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -13488777.000000 Penalty: 5740.634766
	Iteration 16Q: 3 clusters Score -1.348878e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -13488931.000000 Penalty: 5740.634766
	Iteration 17Q: 3 clusters Score -1.348893e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 105106 members 
Entering Unmasked Estep 
Score: -13489054.000000 Penalty: 5740.634766
	Iteration 18Q: 3 clusters Score -1.348905e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 105217 members 
Entering Unmasked Estep 
Score: -13489122.000000 Penalty: 5740.634766
	Iteration 19Q: 3 clusters Score -1.348912e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 105305 members 
Entering Unmasked Estep 
Score: -13489186.000000 Penalty: 5740.634766
	Iteration 20F: 3 clusters Score -1.348919e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 105359 members 
Entering Unmasked Estep 
Score: -13489223.000000 Penalty: 5740.634766
	Iteration 21Q: 3 clusters Score -1.348922e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 105391 members 
Entering Unmasked Estep 
Score: -13489236.000000 Penalty: 5740.634766
	Iteration 22Q: 3 clusters Score -1.348924e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -13489253.000000 Penalty: 5740.634766
	Iteration 23Q: 3 clusters Score -1.348925e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -13489256.000000 Penalty: 5740.634766
	Iteration 24Q: 3 clusters Score -1.348926e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 105457 members 
Entering Unmasked Estep 
Score: -13489259.000000 Penalty: 5740.634766
	Iteration 25Q: 3 clusters Score -1.348926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 105466 members 
Entering Unmasked Estep 
Score: -13489271.000000 Penalty: 5740.634766
	Iteration 26Q: 3 clusters Score -1.348927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 105476 members 
Entering Unmasked Estep 
Score: -13489283.000000 Penalty: 5740.634766
	Iteration 27Q: 3 clusters Score -1.348928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 105484 members 
Entering Unmasked Estep 
Score: -13489291.000000 Penalty: 5740.634766
	Iteration 28Q: 3 clusters Score -1.348929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 105496 members 
Entering Unmasked Estep 
Score: -13489306.000000 Penalty: 5740.634766
	Iteration 29Q: 3 clusters Score -1.348931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 105506 members 
Entering Unmasked Estep 
Score: -13489309.000000 Penalty: 5740.634766
	Iteration 30Q: 3 clusters Score -1.348931e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 105511 members 
Entering Unmasked Estep 
Score: -13489320.000000 Penalty: 5740.634766
	Iteration 31Q: 3 clusters Score -1.348932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 105523 members 
Entering Unmasked Estep 
Score: -13489339.000000 Penalty: 5740.634766
	Iteration 32Q: 3 clusters Score -1.348934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 105535 members 
Entering Unmasked Estep 
Score: -13489334.000000 Penalty: 5740.634766
	Iteration 33Q: 3 clusters Score -1.348933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 105539 members 
Entering Unmasked Estep 
Score: -13489341.000000 Penalty: 5740.634766
	Iteration 34Q: 3 clusters Score -1.348934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 105548 members 
Entering Unmasked Estep 
Score: -13489344.000000 Penalty: 5740.634766
	Iteration 35Q: 3 clusters Score -1.348934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 105557 members 
Entering Unmasked Estep 
Score: -13489347.000000 Penalty: 5740.634766
	Iteration 36Q: 3 clusters Score -1.348935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 105562 members 
Entering Unmasked Estep 
Score: -13489343.000000 Penalty: 5740.634766
	Iteration 37Q: 3 clusters Score -1.348934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 105563 members 
Entering Unmasked Estep 
Score: -13489345.000000 Penalty: 5740.634766
	Iteration 38Q: 3 clusters Score -1.348934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 105565 members 
Entering Unmasked Estep 
Score: -13489356.000000 Penalty: 5740.634766
	Iteration 39Q: 3 clusters Score -1.348936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 105566 members 
Entering Unmasked Estep 
Score: -13489357.000000 Penalty: 5740.634766
	Iteration 40F: 3 clusters Score -1.348936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 105567 members 
Entering Unmasked Estep 
Score: -13489358.000000 Penalty: 5740.634766
	Iteration 41Q: 3 clusters Score -1.348936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -13489363.000000 Penalty: 5740.634766
	Iteration 42Q: 3 clusters Score -1.348936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -13489361.000000 Penalty: 5740.634766
	Iteration 43Q: 3 clusters Score -1.348936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -13489362.000000 Penalty: 5740.634766
	Iteration 44Q: 3 clusters Score -1.348936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -13489357.000000 Penalty: 5740.634766
	Iteration 45Q: 3 clusters Score -1.348936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -13489360.000000 Penalty: 5740.634766
	Iteration 46Q: 3 clusters Score -1.348936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -13489360.000000 Penalty: 5740.634766
	Iteration 47F: 3 clusters Score -1.348936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Entering Unmasked Estep 
Score: -1783619.375000 Penalty: 2371.109863
	Iteration 0F: 2 clusters Score -1783619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1773181.125000 Penalty: 4742.219727
	Iteration 0F: 3 clusters Score -1773181 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1776551.500000 Penalty: 4742.219727
	Iteration 1F: 3 clusters Score -1776552 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1776962.375000 Penalty: 4742.219727
	Iteration 2F: 3 clusters Score -1776962 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1777331.875000 Penalty: 4742.219727
	Iteration 3F: 3 clusters Score -1777332 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1777690.000000 Penalty: 4742.219727
	Iteration 4Q: 3 clusters Score -1777690 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1778044.500000 Penalty: 4742.219727
	Iteration 5Q: 3 clusters Score -1778044 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1778395.625000 Penalty: 4742.219727
	Iteration 6Q: 3 clusters Score -1778396 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1778717.750000 Penalty: 4742.219727
	Iteration 7Q: 3 clusters Score -1778718 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1778967.125000 Penalty: 4742.219727
	Iteration 8Q: 3 clusters Score -1778967 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1779152.625000 Penalty: 4742.219727
	Iteration 9Q: 3 clusters Score -1779153 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1779289.625000 Penalty: 4742.219727
	Iteration 10Q: 3 clusters Score -1779290 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1779398.000000 Penalty: 4742.219727
	Iteration 11Q: 3 clusters Score -1779398 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1779496.125000 Penalty: 4742.219727
	Iteration 12Q: 3 clusters Score -1779496 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1779574.000000 Penalty: 4742.219727
	Iteration 13Q: 3 clusters Score -1779574 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1779641.750000 Penalty: 4742.219727
	Iteration 14Q: 3 clusters Score -1779642 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1779688.125000 Penalty: 4742.219727
	Iteration 15Q: 3 clusters Score -1779688 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1779721.000000 Penalty: 4742.219727
	Iteration 16Q: 3 clusters Score -1779721 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1779751.250000 Penalty: 4742.219727
	Iteration 17Q: 3 clusters Score -1779751 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1779785.000000 Penalty: 4742.219727
	Iteration 18Q: 3 clusters Score -1779785 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1779814.000000 Penalty: 4742.219727
	Iteration 19Q: 3 clusters Score -1779814 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1779839.750000 Penalty: 4742.219727
	Iteration 20F: 3 clusters Score -1779840 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1779862.750000 Penalty: 4742.219727
	Iteration 21Q: 3 clusters Score -1779863 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1779891.250000 Penalty: 4742.219727
	Iteration 22Q: 3 clusters Score -1779891 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1779914.250000 Penalty: 4742.219727
	Iteration 23Q: 3 clusters Score -1779914 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1779947.375000 Penalty: 4742.219727
	Iteration 24Q: 3 clusters Score -1779947 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1779977.250000 Penalty: 4742.219727
	Iteration 25Q: 3 clusters Score -1779977 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1780016.750000 Penalty: 4742.219727
	Iteration 26Q: 3 clusters Score -1780017 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1780048.625000 Penalty: 4742.219727
	Iteration 27Q: 3 clusters Score -1780049 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1780091.125000 Penalty: 4742.219727
	Iteration 28Q: 3 clusters Score -1780091 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1780159.250000 Penalty: 4742.219727
	Iteration 29Q: 3 clusters Score -1780159 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1780235.500000 Penalty: 4742.219727
	Iteration 30Q: 3 clusters Score -1780236 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1780334.500000 Penalty: 4742.219727
	Iteration 31Q: 3 clusters Score -1780334 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1780415.750000 Penalty: 4742.219727
	Iteration 32Q: 3 clusters Score -1780416 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1780496.000000 Penalty: 4742.219727
	Iteration 33Q: 3 clusters Score -1780496 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1780577.250000 Penalty: 4742.219727
	Iteration 34Q: 3 clusters Score -1780577 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1780656.125000 Penalty: 4742.219727
	Iteration 35Q: 3 clusters Score -1780656 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1780742.500000 Penalty: 4742.219727
	Iteration 36Q: 3 clusters Score -1780742 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1780827.625000 Penalty: 4742.219727
	Iteration 37Q: 3 clusters Score -1780828 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1780907.625000 Penalty: 4742.219727
	Iteration 38Q: 3 clusters Score -1780908 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1780973.750000 Penalty: 4742.219727
	Iteration 39Q: 3 clusters Score -1780974 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1781052.500000 Penalty: 4742.219727
	Iteration 40F: 3 clusters Score -1781052 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1781124.750000 Penalty: 4742.219727
	Iteration 41Q: 3 clusters Score -1781125 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1781200.125000 Penalty: 4742.219727
	Iteration 42Q: 3 clusters Score -1781200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1781280.500000 Penalty: 4742.219727
	Iteration 43Q: 3 clusters Score -1781280 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1781364.250000 Penalty: 4742.219727
	Iteration 44Q: 3 clusters Score -1781364 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1781425.750000 Penalty: 4742.219727
	Iteration 45Q: 3 clusters Score -1781426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1781466.125000 Penalty: 4742.219727
	Iteration 46Q: 3 clusters Score -1781466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1781495.500000 Penalty: 4742.219727
	Iteration 47Q: 3 clusters Score -1781496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1781518.625000 Penalty: 4742.219727
	Iteration 48Q: 3 clusters Score -1781519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1781531.500000 Penalty: 4742.219727
	Iteration 49Q: 3 clusters Score -1781532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1781542.125000 Penalty: 4742.219727
	Iteration 50Q: 3 clusters Score -1781542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1781558.000000 Penalty: 4742.219727
	Iteration 51Q: 3 clusters Score -1781558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1781567.500000 Penalty: 4742.219727
	Iteration 52Q: 3 clusters Score -1781568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1781581.375000 Penalty: 4742.219727
	Iteration 53Q: 3 clusters Score -1781581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1781597.375000 Penalty: 4742.219727
	Iteration 54Q: 3 clusters Score -1781597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1781610.375000 Penalty: 4742.219727
	Iteration 55Q: 3 clusters Score -1781610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1781636.875000 Penalty: 4742.219727
	Iteration 56Q: 3 clusters Score -1781637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1781645.000000 Penalty: 4742.219727
	Iteration 57Q: 3 clusters Score -1781645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1781655.750000 Penalty: 4742.219727
	Iteration 58Q: 3 clusters Score -1781656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1781666.375000 Penalty: 4742.219727
	Iteration 59Q: 3 clusters Score -1781666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1781677.250000 Penalty: 4742.219727
	Iteration 60F: 3 clusters Score -1781677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1781690.375000 Penalty: 4742.219727
	Iteration 61Q: 3 clusters Score -1781690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1781693.125000 Penalty: 4742.219727
	Iteration 62Q: 3 clusters Score -1781693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1781703.625000 Penalty: 4742.219727
	Iteration 63Q: 3 clusters Score -1781704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1781713.500000 Penalty: 4742.219727
	Iteration 64Q: 3 clusters Score -1781714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1781724.625000 Penalty: 4742.219727
	Iteration 65Q: 3 clusters Score -1781725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1781733.125000 Penalty: 4742.219727
	Iteration 66Q: 3 clusters Score -1781733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1781736.500000 Penalty: 4742.219727
	Iteration 67Q: 3 clusters Score -1781736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1781740.250000 Penalty: 4742.219727
	Iteration 68Q: 3 clusters Score -1781740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1781742.750000 Penalty: 4742.219727
	Iteration 69Q: 3 clusters Score -1781743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1781749.000000 Penalty: 4742.219727
	Iteration 70Q: 3 clusters Score -1781749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1781749.875000 Penalty: 4742.219727
	Iteration 71Q: 3 clusters Score -1781750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1781751.375000 Penalty: 4742.219727
	Iteration 72Q: 3 clusters Score -1781751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1781749.625000 Penalty: 4742.219727
	Iteration 73Q: 3 clusters Score -1781750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1781751.000000 Penalty: 4742.219727
	Iteration 74Q: 3 clusters Score -1781751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1781753.375000 Penalty: 4742.219727
	Iteration 75Q: 3 clusters Score -1781753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1781755.375000 Penalty: 4742.219727
	Iteration 76Q: 3 clusters Score -1781755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1781758.000000 Penalty: 4742.219727
	Iteration 77Q: 3 clusters Score -1781758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1781760.875000 Penalty: 4742.219727
	Iteration 78Q: 3 clusters Score -1781761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1781764.625000 Penalty: 4742.219727
	Iteration 79Q: 3 clusters Score -1781765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1781766.625000 Penalty: 4742.219727
	Iteration 80F: 3 clusters Score -1781767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1781770.750000 Penalty: 4742.219727
	Iteration 81Q: 3 clusters Score -1781771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1781770.750000 Penalty: 4742.219727
	Iteration 82F: 3 clusters Score -1781771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -278320.875000 Penalty: 1930.858765
	Iteration 0F: 2 clusters Score -278320.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -275538.437500 Penalty: 3861.717529
	Iteration 0F: 3 clusters Score -275538.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -276432.031250 Penalty: 3861.717529
	Iteration 1F: 3 clusters Score -276432 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -276829.250000 Penalty: 3861.717529
	Iteration 2F: 3 clusters Score -276829.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -277103.593750 Penalty: 3861.717529
	Iteration 3F: 3 clusters Score -277103.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -277374.218750 Penalty: 3861.717529
	Iteration 4F: 3 clusters Score -277374.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -277673.781250 Penalty: 3861.717529
	Iteration 5F: 3 clusters Score -277673.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -278105.843750 Penalty: 3861.717529
	Iteration 6F: 3 clusters Score -278105.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -278541.937500 Penalty: 3861.717529
	Iteration 7F: 3 clusters Score -278541.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -278908.562500 Penalty: 3861.717529
	Iteration 8Q: 3 clusters Score -278908.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -279155.062500 Penalty: 3861.717529
	Iteration 9Q: 3 clusters Score -279155.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -279354.312500 Penalty: 3861.717529
	Iteration 10Q: 3 clusters Score -279354.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -279679.968750 Penalty: 3861.717529
	Iteration 11Q: 3 clusters Score -279680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -280233.750000 Penalty: 3861.717529
	Iteration 12Q: 3 clusters Score -280233.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -280628.875000 Penalty: 3861.717529
	Iteration 13Q: 3 clusters Score -280628.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -280722.218750 Penalty: 3861.717529
	Iteration 14Q: 3 clusters Score -280722.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -280815.187500 Penalty: 3861.717529
	Iteration 15Q: 3 clusters Score -280815.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -280900.687500 Penalty: 3861.717529
	Iteration 16Q: 3 clusters Score -280900.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -280953.531250 Penalty: 3861.717529
	Iteration 17Q: 3 clusters Score -280953.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -281001.312500 Penalty: 3861.717529
	Iteration 18Q: 3 clusters Score -281001.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -281035.531250 Penalty: 3861.717529
	Iteration 19Q: 3 clusters Score -281035.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -281177.031250 Penalty: 3861.717529
	Iteration 20F: 3 clusters Score -281177 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -281505.906250 Penalty: 3861.717529
	Iteration 21Q: 3 clusters Score -281505.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -281664.125000 Penalty: 3861.717529
	Iteration 22Q: 3 clusters Score -281664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -281681.468750 Penalty: 3861.717529
	Iteration 23Q: 3 clusters Score -281681.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -281689.875000 Penalty: 3861.717529
	Iteration 24Q: 3 clusters Score -281689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -281689.875000 Penalty: 3861.717529
	Iteration 25F: 3 clusters Score -281689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 26405 members 
Mstep: Class 3 contains 34417 members 
Mstep: Class 4 contains 8534 members 
Mstep: Class 5 contains 149868 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 5976 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 285408 members 
Mstep: Class 11 contains 19490 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 19219 members 
Mstep: Class 15 contains 8170 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 7491 members 
Mstep: Class 20 contains 100479 members 
Mstep: Class 21 contains 151349 members 
Mstep: Class 22 contains 42231 members 
Mstep: Class 23 contains 121842 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 20336 members 
Mstep: Class 27 contains 106283 members 
Mstep: Class 28 contains 14199 members 
Mstep: Class 29 contains 1562 members 
Mstep: Class 30 contains 844 members 
Entering Unmasked Estep 
Score: -157716352.000000 Penalty: 104539.820312
Splitting cluster 29 changes total score from -157714320.000000 to -157716352.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 26405 members 
Mstep: Class 3 contains 34417 members 
Mstep: Class 4 contains 8534 members 
Mstep: Class 5 contains 149868 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 5976 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 285408 members 
Mstep: Class 11 contains 19490 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 19219 members 
Mstep: Class 15 contains 8170 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 7491 members 
Mstep: Class 20 contains 100479 members 
Mstep: Class 21 contains 151349 members 
Mstep: Class 22 contains 42231 members 
Mstep: Class 23 contains 121842 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 20336 members 
Mstep: Class 27 contains 106283 members 
Mstep: Class 28 contains 14199 members 
Mstep: Class 29 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157716416.000000 Penalty: 104539.820312
Iteration 79Q: 31 clusters Score -1.577164e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 26481 members 
Mstep: Class 3 contains 34604 members 
Mstep: Class 4 contains 8345 members 
Mstep: Class 5 contains 149819 members 
Mstep: Class 6 contains 2488 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 18491 members 
Mstep: Class 10 contains 285314 members 
Mstep: Class 11 contains 19490 members 
Mstep: Class 12 contains 11683 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 19219 members 
Mstep: Class 15 contains 8165 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 34194 members 
Mstep: Class 18 contains 7759 members 
Mstep: Class 19 contains 7504 members 
Mstep: Class 20 contains 100473 members 
Mstep: Class 21 contains 151352 members 
Mstep: Class 22 contains 42247 members 
Mstep: Class 23 contains 121847 members 
Mstep: Class 24 contains 583 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 20374 members 
Mstep: Class 27 contains 106278 members 
Mstep: Class 28 contains 14195 members 
Mstep: Class 29 contains 1592 members 
Mstep: Class 30 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157716624.000000 Penalty: 104539.820312
Iteration 80F: 31 clusters Score -1.577166e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 26552 members 
Mstep: Class 3 contains 34842 members 
Mstep: Class 4 contains 8121 members 
Mstep: Class 5 contains 149821 members 
Mstep: Class 6 contains 2488 members 
Mstep: Class 7 contains 6020 members 
Mstep: Class 8 contains 5605 members 
Mstep: Class 9 contains 18496 members 
Mstep: Class 10 contains 285191 members 
Mstep: Class 11 contains 19482 members 
Mstep: Class 12 contains 11640 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 19228 members 
Mstep: Class 15 contains 8155 members 
Mstep: Class 16 contains 5494 members 
Mstep: Class 17 contains 34194 members 
Mstep: Class 18 contains 7772 members 
Mstep: Class 19 contains 7525 members 
Mstep: Class 20 contains 100466 members 
Mstep: Class 21 contains 151357 members 
Mstep: Class 22 contains 42262 members 
Mstep: Class 23 contains 121835 members 
Mstep: Class 24 contains 579 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20413 members 
Mstep: Class 27 contains 106271 members 
Mstep: Class 28 contains 14190 members 
Mstep: Class 29 contains 1595 members 
Mstep: Class 30 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157716896.000000 Penalty: 104539.820312
Iteration 81Q: 31 clusters Score -1.577169e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 26614 members 
Mstep: Class 3 contains 35116 members 
Mstep: Class 4 contains 7873 members 
Mstep: Class 5 contains 149836 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 6032 members 
Mstep: Class 8 contains 5602 members 
Mstep: Class 9 contains 18498 members 
Mstep: Class 10 contains 285094 members 
Mstep: Class 11 contains 19481 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 19226 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 34192 members 
Mstep: Class 18 contains 7780 members 
Mstep: Class 19 contains 7540 members 
Mstep: Class 20 contains 100456 members 
Mstep: Class 21 contains 151348 members 
Mstep: Class 22 contains 42283 members 
Mstep: Class 23 contains 121816 members 
Mstep: Class 24 contains 578 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20447 members 
Mstep: Class 27 contains 106271 members 
Mstep: Class 28 contains 14187 members 
Mstep: Class 29 contains 1598 members 
Mstep: Class 30 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717328.000000 Penalty: 104539.820312
Iteration 82Q: 31 clusters Score -1.577173e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 26679 members 
Mstep: Class 3 contains 35419 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 149842 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 6045 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 18508 members 
Mstep: Class 10 contains 284980 members 
Mstep: Class 11 contains 19479 members 
Mstep: Class 12 contains 11561 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 19228 members 
Mstep: Class 15 contains 8148 members 
Mstep: Class 16 contains 5502 members 
Mstep: Class 17 contains 34193 members 
Mstep: Class 18 contains 7790 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 100451 members 
Mstep: Class 21 contains 151345 members 
Mstep: Class 22 contains 42301 members 
Mstep: Class 23 contains 121809 members 
Mstep: Class 24 contains 578 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20482 members 
Mstep: Class 27 contains 106255 members 
Mstep: Class 28 contains 14179 members 
Mstep: Class 29 contains 1601 members 
Mstep: Class 30 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717488.000000 Penalty: 104539.820312
Iteration 83Q: 31 clusters Score -1.577175e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 26734 members 
Mstep: Class 3 contains 35703 members 
Mstep: Class 4 contains 7370 members 
Mstep: Class 5 contains 149823 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 6047 members 
Mstep: Class 8 contains 5594 members 
Mstep: Class 9 contains 18514 members 
Mstep: Class 10 contains 284894 members 
Mstep: Class 11 contains 19476 members 
Mstep: Class 12 contains 11529 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 19231 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 34192 members 
Mstep: Class 18 contains 7793 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 100445 members 
Mstep: Class 21 contains 151356 members 
Mstep: Class 22 contains 42315 members 
Mstep: Class 23 contains 121792 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20511 members 
Mstep: Class 27 contains 106247 members 
Mstep: Class 28 contains 14177 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717712.000000 Penalty: 104539.820312
Iteration 84Q: 31 clusters Score -1.577177e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 26788 members 
Mstep: Class 3 contains 35980 members 
Mstep: Class 4 contains 7137 members 
Mstep: Class 5 contains 149811 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 5593 members 
Mstep: Class 9 contains 18515 members 
Mstep: Class 10 contains 284796 members 
Mstep: Class 11 contains 19476 members 
Mstep: Class 12 contains 11499 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 19233 members 
Mstep: Class 15 contains 8146 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 34192 members 
Mstep: Class 18 contains 7795 members 
Mstep: Class 19 contains 7559 members 
Mstep: Class 20 contains 100438 members 
Mstep: Class 21 contains 151364 members 
Mstep: Class 22 contains 42325 members 
Mstep: Class 23 contains 121788 members 
Mstep: Class 24 contains 575 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20543 members 
Mstep: Class 27 contains 106228 members 
Mstep: Class 28 contains 14177 members 
Mstep: Class 29 contains 1605 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717792.000000 Penalty: 104539.820312
Iteration 85Q: 31 clusters Score -1.577178e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 26838 members 
Mstep: Class 3 contains 36256 members 
Mstep: Class 4 contains 6911 members 
Mstep: Class 5 contains 149816 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 6059 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 18511 members 
Mstep: Class 10 contains 284685 members 
Mstep: Class 11 contains 19479 members 
Mstep: Class 12 contains 11463 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 19227 members 
Mstep: Class 15 contains 8141 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 34185 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 7567 members 
Mstep: Class 20 contains 100432 members 
Mstep: Class 21 contains 151367 members 
Mstep: Class 22 contains 42348 members 
Mstep: Class 23 contains 121788 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20579 members 
Mstep: Class 27 contains 106220 members 
Mstep: Class 28 contains 14175 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718080.000000 Penalty: 104539.820312
Iteration 86Q: 31 clusters Score -1.577181e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 26882 members 
Mstep: Class 3 contains 36546 members 
Mstep: Class 4 contains 6687 members 
Mstep: Class 5 contains 149817 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 6056 members 
Mstep: Class 8 contains 5602 members 
Mstep: Class 9 contains 18507 members 
Mstep: Class 10 contains 284550 members 
Mstep: Class 11 contains 19482 members 
Mstep: Class 12 contains 11438 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 14 contains 19226 members 
Mstep: Class 15 contains 8131 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 34180 members 
Mstep: Class 18 contains 7798 members 
Mstep: Class 19 contains 7575 members 
Mstep: Class 20 contains 100430 members 
Mstep: Class 21 contains 151373 members 
Mstep: Class 22 contains 42386 members 
Mstep: Class 23 contains 121782 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20607 members 
Mstep: Class 27 contains 106212 members 
Mstep: Class 28 contains 14175 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718080.000000 Penalty: 104539.820312
Iteration 87Q: 31 clusters Score -1.577181e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 36815 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 149801 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 6052 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 18507 members 
Mstep: Class 10 contains 284462 members 
Mstep: Class 11 contains 19484 members 
Mstep: Class 12 contains 11415 members 
Mstep: Class 13 contains 2721 members 
Mstep: Class 14 contains 19228 members 
Mstep: Class 15 contains 8124 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 34180 members 
Mstep: Class 18 contains 7800 members 
Mstep: Class 19 contains 7584 members 
Mstep: Class 20 contains 100426 members 
Mstep: Class 21 contains 151385 members 
Mstep: Class 22 contains 42409 members 
Mstep: Class 23 contains 121768 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20624 members 
Mstep: Class 27 contains 106211 members 
Mstep: Class 28 contains 14175 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718256.000000 Penalty: 104539.820312
Iteration 88Q: 31 clusters Score -1.577183e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 26957 members 
Mstep: Class 3 contains 37102 members 
Mstep: Class 4 contains 6237 members 
Mstep: Class 5 contains 149785 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 6050 members 
Mstep: Class 8 contains 5603 members 
Mstep: Class 9 contains 18506 members 
Mstep: Class 10 contains 284365 members 
Mstep: Class 11 contains 19486 members 
Mstep: Class 12 contains 11400 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 19230 members 
Mstep: Class 15 contains 8118 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 34176 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 7593 members 
Mstep: Class 20 contains 100421 members 
Mstep: Class 21 contains 151397 members 
Mstep: Class 22 contains 42427 members 
Mstep: Class 23 contains 121764 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20645 members 
Mstep: Class 27 contains 106207 members 
Mstep: Class 28 contains 14172 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718288.000000 Penalty: 104539.820312
Iteration 89Q: 31 clusters Score -1.577183e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 26997 members 
Mstep: Class 3 contains 37398 members 
Mstep: Class 4 contains 6002 members 
Mstep: Class 5 contains 149777 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 6039 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 18504 members 
Mstep: Class 10 contains 284274 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 12 contains 11376 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 19230 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 34171 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 20 contains 100419 members 
Mstep: Class 21 contains 151399 members 
Mstep: Class 22 contains 42440 members 
Mstep: Class 23 contains 121755 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20675 members 
Mstep: Class 27 contains 106211 members 
Mstep: Class 28 contains 14166 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718576.000000 Penalty: 104539.820312
Iteration 90Q: 31 clusters Score -1.577186e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 27044 members 
Mstep: Class 3 contains 37698 members 
Mstep: Class 4 contains 5784 members 
Mstep: Class 5 contains 149751 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 5607 members 
Mstep: Class 9 contains 18502 members 
Mstep: Class 10 contains 284188 members 
Mstep: Class 11 contains 19487 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 2732 members 
Mstep: Class 14 contains 19230 members 
Mstep: Class 15 contains 8112 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 34169 members 
Mstep: Class 18 contains 7800 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 100416 members 
Mstep: Class 21 contains 151398 members 
Mstep: Class 22 contains 42450 members 
Mstep: Class 23 contains 121760 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20699 members 
Mstep: Class 27 contains 106203 members 
Mstep: Class 28 contains 14162 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718640.000000 Penalty: 104539.820312
Iteration 91Q: 31 clusters Score -1.577186e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 27080 members 
Mstep: Class 3 contains 37996 members 
Mstep: Class 4 contains 5581 members 
Mstep: Class 5 contains 149734 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 5974 members 
Mstep: Class 8 contains 5607 members 
Mstep: Class 9 contains 18505 members 
Mstep: Class 10 contains 284113 members 
Mstep: Class 11 contains 19492 members 
Mstep: Class 12 contains 11331 members 
Mstep: Class 13 contains 2737 members 
Mstep: Class 14 contains 19227 members 
Mstep: Class 15 contains 8109 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 34165 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 20 contains 100409 members 
Mstep: Class 21 contains 151385 members 
Mstep: Class 22 contains 42455 members 
Mstep: Class 23 contains 121761 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20725 members 
Mstep: Class 27 contains 106199 members 
Mstep: Class 28 contains 14157 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718896.000000 Penalty: 104539.820312
Iteration 92Q: 31 clusters Score -1.577189e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 27113 members 
Mstep: Class 3 contains 38308 members 
Mstep: Class 4 contains 5409 members 
Mstep: Class 5 contains 149713 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 5934 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 18501 members 
Mstep: Class 10 contains 284008 members 
Mstep: Class 11 contains 19493 members 
Mstep: Class 12 contains 11319 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 14 contains 19223 members 
Mstep: Class 15 contains 8106 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 34162 members 
Mstep: Class 18 contains 7806 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 100409 members 
Mstep: Class 21 contains 151387 members 
Mstep: Class 22 contains 42455 members 
Mstep: Class 23 contains 121760 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20736 members 
Mstep: Class 27 contains 106202 members 
Mstep: Class 28 contains 14155 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718832.000000 Penalty: 104539.820312
Iteration 93Q: 31 clusters Score -1.577188e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 27138 members 
Mstep: Class 3 contains 38629 members 
Mstep: Class 4 contains 5208 members 
Mstep: Class 5 contains 149710 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 5885 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 18502 members 
Mstep: Class 10 contains 283899 members 
Mstep: Class 11 contains 19491 members 
Mstep: Class 12 contains 11308 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 19221 members 
Mstep: Class 15 contains 8103 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 34159 members 
Mstep: Class 18 contains 7808 members 
Mstep: Class 19 contains 7624 members 
Mstep: Class 20 contains 100406 members 
Mstep: Class 21 contains 151397 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 121766 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20739 members 
Mstep: Class 27 contains 106199 members 
Mstep: Class 28 contains 14154 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719104.000000 Penalty: 104539.820312
Iteration 94Q: 31 clusters Score -1.577191e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 27172 members 
Mstep: Class 3 contains 38947 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 149692 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 5837 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 18506 members 
Mstep: Class 10 contains 283793 members 
Mstep: Class 11 contains 19484 members 
Mstep: Class 12 contains 11294 members 
Mstep: Class 13 contains 2755 members 
Mstep: Class 14 contains 19220 members 
Mstep: Class 15 contains 8098 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 34152 members 
Mstep: Class 18 contains 7808 members 
Mstep: Class 19 contains 7636 members 
Mstep: Class 20 contains 100409 members 
Mstep: Class 21 contains 151403 members 
Mstep: Class 22 contains 42478 members 
Mstep: Class 23 contains 121778 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20738 members 
Mstep: Class 27 contains 106198 members 
Mstep: Class 28 contains 14153 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719040.000000 Penalty: 104539.820312
Iteration 95Q: 31 clusters Score -1.57719e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 39245 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 149685 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 5796 members 
Mstep: Class 8 contains 5609 members 
Mstep: Class 9 contains 18512 members 
Mstep: Class 10 contains 283680 members 
Mstep: Class 11 contains 19477 members 
Mstep: Class 12 contains 11274 members 
Mstep: Class 13 contains 2760 members 
Mstep: Class 14 contains 19220 members 
Mstep: Class 15 contains 8097 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 34148 members 
Mstep: Class 18 contains 7809 members 
Mstep: Class 19 contains 7650 members 
Mstep: Class 20 contains 100405 members 
Mstep: Class 21 contains 151403 members 
Mstep: Class 22 contains 42482 members 
Mstep: Class 23 contains 121790 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20744 members 
Mstep: Class 27 contains 106196 members 
Mstep: Class 28 contains 14151 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719424.000000 Penalty: 104539.820312
Iteration 96Q: 31 clusters Score -1.577194e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 27235 members 
Mstep: Class 3 contains 39527 members 
Mstep: Class 4 contains 4693 members 
Mstep: Class 5 contains 149661 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 5611 members 
Mstep: Class 9 contains 18516 members 
Mstep: Class 10 contains 283563 members 
Mstep: Class 11 contains 19473 members 
Mstep: Class 12 contains 11261 members 
Mstep: Class 13 contains 2767 members 
Mstep: Class 14 contains 19217 members 
Mstep: Class 15 contains 8095 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 34144 members 
Mstep: Class 18 contains 7810 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 100397 members 
Mstep: Class 21 contains 151409 members 
Mstep: Class 22 contains 42494 members 
Mstep: Class 23 contains 121794 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20756 members 
Mstep: Class 27 contains 106195 members 
Mstep: Class 28 contains 14148 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719488.000000 Penalty: 104539.820312
Iteration 97Q: 31 clusters Score -1.577195e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 27271 members 
Mstep: Class 3 contains 39806 members 
Mstep: Class 4 contains 4545 members 
Mstep: Class 5 contains 149648 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 5692 members 
Mstep: Class 8 contains 5610 members 
Mstep: Class 9 contains 18512 members 
Mstep: Class 10 contains 283450 members 
Mstep: Class 11 contains 19467 members 
Mstep: Class 12 contains 11236 members 
Mstep: Class 13 contains 2776 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 8095 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 34140 members 
Mstep: Class 18 contains 7812 members 
Mstep: Class 19 contains 7673 members 
Mstep: Class 20 contains 100393 members 
Mstep: Class 21 contains 151413 members 
Mstep: Class 22 contains 42501 members 
Mstep: Class 23 contains 121806 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20784 members 
Mstep: Class 27 contains 106194 members 
Mstep: Class 28 contains 14147 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719792.000000 Penalty: 104539.820312
Iteration 98Q: 31 clusters Score -1.577198e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 27299 members 
Mstep: Class 3 contains 40100 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 149628 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 5622 members 
Mstep: Class 8 contains 5614 members 
Mstep: Class 9 contains 18510 members 
Mstep: Class 10 contains 283333 members 
Mstep: Class 11 contains 19458 members 
Mstep: Class 12 contains 11230 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 19221 members 
Mstep: Class 15 contains 8093 members 
Mstep: Class 16 contains 5518 members 
Mstep: Class 17 contains 34138 members 
Mstep: Class 18 contains 7813 members 
Mstep: Class 19 contains 7684 members 
Mstep: Class 20 contains 100394 members 
Mstep: Class 21 contains 151409 members 
Mstep: Class 22 contains 42504 members 
Mstep: Class 23 contains 121814 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20799 members 
Mstep: Class 27 contains 106191 members 
Mstep: Class 28 contains 14146 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157719952.000000 Penalty: 104539.820312
Iteration 99Q: 31 clusters Score -1.5772e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 27336 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 4275 members 
Mstep: Class 5 contains 149621 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 5560 members 
Mstep: Class 8 contains 5614 members 
Mstep: Class 9 contains 18509 members 
Mstep: Class 10 contains 283187 members 
Mstep: Class 11 contains 19449 members 
Mstep: Class 12 contains 11211 members 
Mstep: Class 13 contains 2786 members 
Mstep: Class 14 contains 19221 members 
Mstep: Class 15 contains 8090 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 34136 members 
Mstep: Class 18 contains 7815 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 100389 members 
Mstep: Class 21 contains 151409 members 
Mstep: Class 22 contains 42514 members 
Mstep: Class 23 contains 121838 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 779 members 
Mstep: Class 26 contains 20807 members 
Mstep: Class 27 contains 106184 members 
Mstep: Class 28 contains 14142 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720128.000000 Penalty: 104539.820312
Iteration 100F: 31 clusters Score -1.577201e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 27373 members 
Mstep: Class 3 contains 40644 members 
Mstep: Class 4 contains 4180 members 
Mstep: Class 5 contains 149606 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 5503 members 
Mstep: Class 8 contains 5615 members 
Mstep: Class 9 contains 18502 members 
Mstep: Class 10 contains 283074 members 
Mstep: Class 11 contains 19441 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 19219 members 
Mstep: Class 15 contains 8085 members 
Mstep: Class 16 contains 5518 members 
Mstep: Class 17 contains 34139 members 
Mstep: Class 18 contains 7816 members 
Mstep: Class 19 contains 7716 members 
Mstep: Class 20 contains 100384 members 
Mstep: Class 21 contains 151408 members 
Mstep: Class 22 contains 42524 members 
Mstep: Class 23 contains 121848 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 779 members 
Mstep: Class 26 contains 20821 members 
Mstep: Class 27 contains 106178 members 
Mstep: Class 28 contains 14136 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720384.000000 Penalty: 104539.820312
Iteration 101Q: 31 clusters Score -1.577204e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 27411 members 
Mstep: Class 3 contains 40855 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 5 contains 149599 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 5454 members 
Mstep: Class 8 contains 5616 members 
Mstep: Class 9 contains 18495 members 
Mstep: Class 10 contains 282966 members 
Mstep: Class 11 contains 19442 members 
Mstep: Class 12 contains 11179 members 
Mstep: Class 13 contains 2796 members 
Mstep: Class 14 contains 19217 members 
Mstep: Class 15 contains 8082 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 34138 members 
Mstep: Class 18 contains 7815 members 
Mstep: Class 19 contains 7733 members 
Mstep: Class 20 contains 100376 members 
Mstep: Class 21 contains 151406 members 
Mstep: Class 22 contains 42529 members 
Mstep: Class 23 contains 121862 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 779 members 
Mstep: Class 26 contains 20832 members 
Mstep: Class 27 contains 106174 members 
Mstep: Class 28 contains 14134 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720512.000000 Penalty: 104539.820312
Iteration 102Q: 31 clusters Score -1.577205e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 27449 members 
Mstep: Class 3 contains 41068 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 149582 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 282850 members 
Mstep: Class 11 contains 19438 members 
Mstep: Class 12 contains 11170 members 
Mstep: Class 13 contains 2805 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 8078 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 34139 members 
Mstep: Class 18 contains 7816 members 
Mstep: Class 19 contains 7746 members 
Mstep: Class 20 contains 100370 members 
Mstep: Class 21 contains 151402 members 
Mstep: Class 22 contains 42525 members 
Mstep: Class 23 contains 121883 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 779 members 
Mstep: Class 26 contains 20836 members 
Mstep: Class 27 contains 106160 members 
Mstep: Class 28 contains 14131 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720528.000000 Penalty: 104539.820312
Iteration 103Q: 31 clusters Score -1.577205e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 27478 members 
Mstep: Class 3 contains 41259 members 
Mstep: Class 4 contains 3968 members 
Mstep: Class 5 contains 149559 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 5354 members 
Mstep: Class 8 contains 5620 members 
Mstep: Class 9 contains 18499 members 
Mstep: Class 10 contains 282768 members 
Mstep: Class 11 contains 19432 members 
Mstep: Class 12 contains 11152 members 
Mstep: Class 13 contains 2808 members 
Mstep: Class 14 contains 19211 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 34140 members 
Mstep: Class 18 contains 7816 members 
Mstep: Class 19 contains 7761 members 
Mstep: Class 20 contains 100366 members 
Mstep: Class 21 contains 151399 members 
Mstep: Class 22 contains 42534 members 
Mstep: Class 23 contains 121869 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 779 members 
Mstep: Class 26 contains 20846 members 
Mstep: Class 27 contains 106157 members 
Mstep: Class 28 contains 14127 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720576.000000 Penalty: 104539.820312
Iteration 104Q: 31 clusters Score -1.577206e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 27502 members 
Mstep: Class 3 contains 41469 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 149532 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 5623 members 
Mstep: Class 9 contains 18501 members 
Mstep: Class 10 contains 282673 members 
Mstep: Class 11 contains 19432 members 
Mstep: Class 12 contains 11139 members 
Mstep: Class 13 contains 2812 members 
Mstep: Class 14 contains 19206 members 
Mstep: Class 15 contains 8065 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 34143 members 
Mstep: Class 18 contains 7816 members 
Mstep: Class 19 contains 7774 members 
Mstep: Class 20 contains 100359 members 
Mstep: Class 21 contains 151394 members 
Mstep: Class 22 contains 42538 members 
Mstep: Class 23 contains 121882 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 779 members 
Mstep: Class 26 contains 20861 members 
Mstep: Class 27 contains 106150 members 
Mstep: Class 28 contains 14125 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720832.000000 Penalty: 104539.820312
Iteration 105Q: 31 clusters Score -1.577208e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 27522 members 
Mstep: Class 3 contains 41650 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 149517 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 5233 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 18499 members 
Mstep: Class 10 contains 282597 members 
Mstep: Class 11 contains 19435 members 
Mstep: Class 12 contains 11130 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 19200 members 
Mstep: Class 15 contains 8057 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 34150 members 
Mstep: Class 18 contains 7816 members 
Mstep: Class 19 contains 7786 members 
Mstep: Class 20 contains 100351 members 
Mstep: Class 21 contains 151393 members 
Mstep: Class 22 contains 42543 members 
Mstep: Class 23 contains 121885 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20877 members 
Mstep: Class 27 contains 106140 members 
Mstep: Class 28 contains 14125 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720624.000000 Penalty: 104539.820312
Iteration 106Q: 31 clusters Score -1.577206e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 27538 members 
Mstep: Class 3 contains 41813 members 
Mstep: Class 4 contains 3809 members 
Mstep: Class 5 contains 149506 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 5626 members 
Mstep: Class 9 contains 18498 members 
Mstep: Class 10 contains 282525 members 
Mstep: Class 11 contains 19440 members 
Mstep: Class 12 contains 11119 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 19198 members 
Mstep: Class 15 contains 8048 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 34158 members 
Mstep: Class 18 contains 7816 members 
Mstep: Class 19 contains 7797 members 
Mstep: Class 20 contains 100340 members 
Mstep: Class 21 contains 151386 members 
Mstep: Class 22 contains 42550 members 
Mstep: Class 23 contains 121892 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20886 members 
Mstep: Class 27 contains 106132 members 
Mstep: Class 28 contains 14123 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720608.000000 Penalty: 104539.820312
Iteration 107Q: 31 clusters Score -1.577206e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 27559 members 
Mstep: Class 3 contains 41973 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 149481 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 5116 members 
Mstep: Class 8 contains 5627 members 
Mstep: Class 9 contains 18498 members 
Mstep: Class 10 contains 282468 members 
Mstep: Class 11 contains 19437 members 
Mstep: Class 12 contains 11113 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 19195 members 
Mstep: Class 15 contains 8045 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 34159 members 
Mstep: Class 18 contains 7817 members 
Mstep: Class 19 contains 7806 members 
Mstep: Class 20 contains 100338 members 
Mstep: Class 21 contains 151384 members 
Mstep: Class 22 contains 42556 members 
Mstep: Class 23 contains 121894 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20898 members 
Mstep: Class 27 contains 106128 members 
Mstep: Class 28 contains 14121 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720624.000000 Penalty: 104539.820312
Iteration 108Q: 31 clusters Score -1.577206e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 27576 members 
Mstep: Class 3 contains 42124 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 149464 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 5628 members 
Mstep: Class 9 contains 18497 members 
Mstep: Class 10 contains 282423 members 
Mstep: Class 11 contains 19432 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 2825 members 
Mstep: Class 14 contains 19193 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 34161 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 100336 members 
Mstep: Class 21 contains 151383 members 
Mstep: Class 22 contains 42563 members 
Mstep: Class 23 contains 121881 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20912 members 
Mstep: Class 27 contains 106123 members 
Mstep: Class 28 contains 14119 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720720.000000 Penalty: 104539.820312
Iteration 109Q: 31 clusters Score -1.577207e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 27588 members 
Mstep: Class 3 contains 42245 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 149417 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 4999 members 
Mstep: Class 8 contains 5627 members 
Mstep: Class 9 contains 18497 members 
Mstep: Class 10 contains 282415 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11091 members 
Mstep: Class 13 contains 2826 members 
Mstep: Class 14 contains 19190 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 34160 members 
Mstep: Class 18 contains 7820 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 100335 members 
Mstep: Class 21 contains 151375 members 
Mstep: Class 22 contains 42564 members 
Mstep: Class 23 contains 121897 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20923 members 
Mstep: Class 27 contains 106123 members 
Mstep: Class 28 contains 14117 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720800.000000 Penalty: 104539.820312
Iteration 110Q: 31 clusters Score -1.577208e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 27600 members 
Mstep: Class 3 contains 42344 members 
Mstep: Class 4 contains 3675 members 
Mstep: Class 5 contains 149379 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4951 members 
Mstep: Class 8 contains 5627 members 
Mstep: Class 9 contains 18497 members 
Mstep: Class 10 contains 282400 members 
Mstep: Class 11 contains 19425 members 
Mstep: Class 12 contains 11081 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 19191 members 
Mstep: Class 15 contains 8038 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 34161 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 7832 members 
Mstep: Class 20 contains 100331 members 
Mstep: Class 21 contains 151366 members 
Mstep: Class 22 contains 42570 members 
Mstep: Class 23 contains 121911 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20944 members 
Mstep: Class 27 contains 106119 members 
Mstep: Class 28 contains 14114 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720896.000000 Penalty: 104539.820312
Iteration 111Q: 31 clusters Score -1.577209e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 27614 members 
Mstep: Class 3 contains 42442 members 
Mstep: Class 4 contains 3642 members 
Mstep: Class 5 contains 149355 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4904 members 
Mstep: Class 8 contains 5627 members 
Mstep: Class 9 contains 18495 members 
Mstep: Class 10 contains 282390 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11078 members 
Mstep: Class 13 contains 2829 members 
Mstep: Class 14 contains 19193 members 
Mstep: Class 15 contains 8038 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 34163 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 7835 members 
Mstep: Class 20 contains 100327 members 
Mstep: Class 21 contains 151357 members 
Mstep: Class 22 contains 42571 members 
Mstep: Class 23 contains 121915 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20953 members 
Mstep: Class 27 contains 106116 members 
Mstep: Class 28 contains 14112 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157720720.000000 Penalty: 104539.820312
Iteration 112Q: 31 clusters Score -1.577207e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 27630 members 
Mstep: Class 3 contains 42530 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 149335 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4862 members 
Mstep: Class 8 contains 5628 members 
Mstep: Class 9 contains 18495 members 
Mstep: Class 10 contains 282372 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11071 members 
Mstep: Class 13 contains 2832 members 
Mstep: Class 14 contains 19191 members 
Mstep: Class 15 contains 8038 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 34167 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 7835 members 
Mstep: Class 20 contains 100327 members 
Mstep: Class 21 contains 151353 members 
Mstep: Class 22 contains 42580 members 
Mstep: Class 23 contains 121912 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20959 members 
Mstep: Class 27 contains 106112 members 
Mstep: Class 28 contains 14111 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 31 clusters Score -1.57721e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 42631 members 
Mstep: Class 4 contains 3601 members 
Mstep: Class 5 contains 149314 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4818 members 
Mstep: Class 8 contains 5630 members 
Mstep: Class 9 contains 18495 members 
Mstep: Class 10 contains 282339 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11065 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 19190 members 
Mstep: Class 15 contains 8038 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 34170 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 7835 members 
Mstep: Class 20 contains 100327 members 
Mstep: Class 21 contains 151350 members 
Mstep: Class 22 contains 42587 members 
Mstep: Class 23 contains 121911 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20967 members 
Mstep: Class 27 contains 106107 members 
Mstep: Class 28 contains 14110 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 31 clusters Score -1.577211e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 27660 members 
Mstep: Class 3 contains 42707 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 149297 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4784 members 
Mstep: Class 8 contains 5631 members 
Mstep: Class 9 contains 18495 members 
Mstep: Class 10 contains 282314 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11056 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 19191 members 
Mstep: Class 15 contains 8038 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7835 members 
Mstep: Class 20 contains 100327 members 
Mstep: Class 21 contains 151351 members 
Mstep: Class 22 contains 42586 members 
Mstep: Class 23 contains 121900 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20972 members 
Mstep: Class 27 contains 106107 members 
Mstep: Class 28 contains 14108 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 31 clusters Score -1.577209e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 27683 members 
Mstep: Class 3 contains 42773 members 
Mstep: Class 4 contains 3597 members 
Mstep: Class 5 contains 149282 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4755 members 
Mstep: Class 8 contains 5633 members 
Mstep: Class 9 contains 18496 members 
Mstep: Class 10 contains 282281 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11045 members 
Mstep: Class 13 contains 2832 members 
Mstep: Class 14 contains 19189 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 7835 members 
Mstep: Class 20 contains 100327 members 
Mstep: Class 21 contains 151347 members 
Mstep: Class 22 contains 42593 members 
Mstep: Class 23 contains 121891 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20977 members 
Mstep: Class 27 contains 106107 members 
Mstep: Class 28 contains 14105 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
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Iteration 116Q: 31 clusters Score -1.577211e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 27697 members 
Mstep: Class 3 contains 42813 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 149259 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4727 members 
Mstep: Class 8 contains 5635 members 
Mstep: Class 9 contains 18498 members 
Mstep: Class 10 contains 282287 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11041 members 
Mstep: Class 13 contains 2831 members 
Mstep: Class 14 contains 19185 members 
Mstep: Class 15 contains 8043 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 7835 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151337 members 
Mstep: Class 22 contains 42598 members 
Mstep: Class 23 contains 121884 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20977 members 
Mstep: Class 27 contains 106106 members 
Mstep: Class 28 contains 14103 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721216.000000 Penalty: 104539.820312
Iteration 117Q: 31 clusters Score -1.577212e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 27716 members 
Mstep: Class 3 contains 42846 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 149228 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 5636 members 
Mstep: Class 9 contains 18499 members 
Mstep: Class 10 contains 282285 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11033 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 19184 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151334 members 
Mstep: Class 22 contains 42606 members 
Mstep: Class 23 contains 121873 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20976 members 
Mstep: Class 27 contains 106108 members 
Mstep: Class 28 contains 14102 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721232.000000 Penalty: 104539.820312
Iteration 118Q: 31 clusters Score -1.577212e+08 nChanged 235
Entering ConstructFrom: 
Score: -157721232.000000 Penalty: 104539.820312
Entering ConstructFrom: 
Trying to split cluster 1 (51551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Entering Unmasked Estep 
Score: -6720668.500000 Penalty: 2690.880859
	Iteration 0F: 2 clusters Score -6720668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -6685806.000000 Penalty: 5381.761719
	Iteration 0F: 3 clusters Score -6685806 nChanged 23960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -6699109.000000 Penalty: 5381.761719
	Iteration 1F: 3 clusters Score -6699109 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -6699645.000000 Penalty: 5381.761719
	Iteration 2Q: 3 clusters Score -6699645 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -6700126.000000 Penalty: 5381.761719
	Iteration 3Q: 3 clusters Score -6700126 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -6700628.000000 Penalty: 5381.761719
	Iteration 4Q: 3 clusters Score -6700628 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -6701184.000000 Penalty: 5381.761719
	Iteration 5Q: 3 clusters Score -6701184 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -6701750.500000 Penalty: 5381.761719
	Iteration 6Q: 3 clusters Score -6701750 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -6702413.500000 Penalty: 5381.761719
	Iteration 7Q: 3 clusters Score -6702414 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -6703070.000000 Penalty: 5381.761719
	Iteration 8Q: 3 clusters Score -6703070 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -6703784.000000 Penalty: 5381.761719
	Iteration 9Q: 3 clusters Score -6703784 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -6704491.000000 Penalty: 5381.761719
	Iteration 10Q: 3 clusters Score -6704491 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -6705087.500000 Penalty: 5381.761719
	Iteration 11Q: 3 clusters Score -6705088 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -6705614.000000 Penalty: 5381.761719
	Iteration 12Q: 3 clusters Score -6705614 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -6706103.000000 Penalty: 5381.761719
	Iteration 13Q: 3 clusters Score -6706103 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -6706542.000000 Penalty: 5381.761719
	Iteration 14Q: 3 clusters Score -6706542 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -6706916.500000 Penalty: 5381.761719
	Iteration 15Q: 3 clusters Score -6706916 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -6707374.000000 Penalty: 5381.761719
	Iteration 16Q: 3 clusters Score -6707374 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -6707900.000000 Penalty: 5381.761719
	Iteration 17Q: 3 clusters Score -6707900 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -6708485.500000 Penalty: 5381.761719
	Iteration 18Q: 3 clusters Score -6708486 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -6709256.000000 Penalty: 5381.761719
	Iteration 19Q: 3 clusters Score -6709256 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -6710176.500000 Penalty: 5381.761719
	Iteration 20F: 3 clusters Score -6710176 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -6711314.500000 Penalty: 5381.761719
	Iteration 21Q: 3 clusters Score -6711314 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -6712610.500000 Penalty: 5381.761719
	Iteration 22Q: 3 clusters Score -6712610 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -6713951.500000 Penalty: 5381.761719
	Iteration 23Q: 3 clusters Score -6713952 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -6715212.500000 Penalty: 5381.761719
	Iteration 24Q: 3 clusters Score -6715212 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -6716242.500000 Penalty: 5381.761719
	Iteration 25Q: 3 clusters Score -6716242 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6716914.000000 Penalty: 5381.761719
	Iteration 26Q: 3 clusters Score -6716914 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6717437.500000 Penalty: 5381.761719
	Iteration 27Q: 3 clusters Score -6717438 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6717768.000000 Penalty: 5381.761719
	Iteration 28Q: 3 clusters Score -6717768 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6717961.000000 Penalty: 5381.761719
	Iteration 29Q: 3 clusters Score -6717961 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6718090.000000 Penalty: 5381.761719
	Iteration 30Q: 3 clusters Score -6718090 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6718151.500000 Penalty: 5381.761719
	Iteration 31Q: 3 clusters Score -6718152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6718199.000000 Penalty: 5381.761719
	Iteration 32Q: 3 clusters Score -6718199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6718241.000000 Penalty: 5381.761719
	Iteration 33Q: 3 clusters Score -6718241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6718256.000000 Penalty: 5381.761719
	Iteration 34Q: 3 clusters Score -6718256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6718257.500000 Penalty: 5381.761719
	Iteration 35Q: 3 clusters Score -6718258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6718263.500000 Penalty: 5381.761719
	Iteration 36Q: 3 clusters Score -6718264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6718265.000000 Penalty: 5381.761719
	Iteration 37Q: 3 clusters Score -6718265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6718270.000000 Penalty: 5381.761719
	Iteration 38Q: 3 clusters Score -6718270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6718275.500000 Penalty: 5381.761719
	Iteration 39Q: 3 clusters Score -6718276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6718275.500000 Penalty: 5381.761719
	Iteration 40F: 3 clusters Score -6718276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Entering Unmasked Estep 
Score: -3637956.750000 Penalty: 2537.160645
	Iteration 0F: 2 clusters Score -3637957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3618841.000000 Penalty: 5074.321289
	Iteration 0F: 3 clusters Score -3618841 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3625648.750000 Penalty: 5074.321289
	Iteration 1F: 3 clusters Score -3625649 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3626078.000000 Penalty: 5074.321289
	Iteration 2Q: 3 clusters Score -3626078 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3626464.250000 Penalty: 5074.321289
	Iteration 3Q: 3 clusters Score -3626464 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3626808.250000 Penalty: 5074.321289
	Iteration 4Q: 3 clusters Score -3626808 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3627184.250000 Penalty: 5074.321289
	Iteration 5Q: 3 clusters Score -3627184 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3627561.500000 Penalty: 5074.321289
	Iteration 6Q: 3 clusters Score -3627562 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -3628041.250000 Penalty: 5074.321289
	Iteration 7Q: 3 clusters Score -3628041 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3628586.750000 Penalty: 5074.321289
	Iteration 8Q: 3 clusters Score -3628587 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3629245.750000 Penalty: 5074.321289
	Iteration 9Q: 3 clusters Score -3629246 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3629987.000000 Penalty: 5074.321289
	Iteration 10Q: 3 clusters Score -3629987 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -3630947.500000 Penalty: 5074.321289
	Iteration 11Q: 3 clusters Score -3630948 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3632023.000000 Penalty: 5074.321289
	Iteration 12F: 3 clusters Score -3632023 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -3633075.750000 Penalty: 5074.321289
	Iteration 13Q: 3 clusters Score -3633076 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3633920.250000 Penalty: 5074.321289
	Iteration 14Q: 3 clusters Score -3633920 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3634670.000000 Penalty: 5074.321289
	Iteration 15Q: 3 clusters Score -3634670 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -3635365.000000 Penalty: 5074.321289
	Iteration 16Q: 3 clusters Score -3635365 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3635933.000000 Penalty: 5074.321289
	Iteration 17Q: 3 clusters Score -3635933 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3636330.000000 Penalty: 5074.321289
	Iteration 18Q: 3 clusters Score -3636330 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -3636511.000000 Penalty: 5074.321289
	Iteration 19Q: 3 clusters Score -3636511 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -3636614.500000 Penalty: 5074.321289
	Iteration 20F: 3 clusters Score -3636614 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3636640.750000 Penalty: 5074.321289
	Iteration 21Q: 3 clusters Score -3636641 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -3636647.750000 Penalty: 5074.321289
	Iteration 22Q: 3 clusters Score -3636648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3636658.500000 Penalty: 5074.321289
	Iteration 23Q: 3 clusters Score -3636658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3636666.000000 Penalty: 5074.321289
	Iteration 24Q: 3 clusters Score -3636666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3636672.500000 Penalty: 5074.321289
	Iteration 25Q: 3 clusters Score -3636672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3636666.500000 Penalty: 5074.321289
	Iteration 26Q: 3 clusters Score -3636666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3636674.000000 Penalty: 5074.321289
	Iteration 27Q: 3 clusters Score -3636674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3636671.750000 Penalty: 5074.321289
	Iteration 28Q: 3 clusters Score -3636672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3636677.000000 Penalty: 5074.321289
	Iteration 29Q: 3 clusters Score -3636677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3636675.750000 Penalty: 5074.321289
	Iteration 30Q: 3 clusters Score -3636676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3636677.750000 Penalty: 5074.321289
	Iteration 31Q: 3 clusters Score -3636678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3636673.500000 Penalty: 5074.321289
	Iteration 32Q: 3 clusters Score -3636674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3636673.500000 Penalty: 5074.321289
	Iteration 33F: 3 clusters Score -3636674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Entering Unmasked Estep 
Score: -5446034.000000 Penalty: 2645.294678
	Iteration 0F: 2 clusters Score -5446034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -5417051.000000 Penalty: 5290.589355
	Iteration 0F: 3 clusters Score -5417051 nChanged 19743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -5427917.500000 Penalty: 5290.589355
	Iteration 1F: 3 clusters Score -5427918 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -5428620.500000 Penalty: 5290.589355
	Iteration 2Q: 3 clusters Score -5428620 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -5429565.500000 Penalty: 5290.589355
	Iteration 3F: 3 clusters Score -5429566 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -5430842.500000 Penalty: 5290.589355
	Iteration 4F: 3 clusters Score -5430842 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -5432673.000000 Penalty: 5290.589355
	Iteration 5F: 3 clusters Score -5432673 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -5435301.000000 Penalty: 5290.589355
	Iteration 6F: 3 clusters Score -5435301 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -5438385.500000 Penalty: 5290.589355
	Iteration 7F: 3 clusters Score -5438386 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5441054.000000 Penalty: 5290.589355
	Iteration 8F: 3 clusters Score -5441054 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5442529.500000 Penalty: 5290.589355
	Iteration 9Q: 3 clusters Score -5442530 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5443130.000000 Penalty: 5290.589355
	Iteration 10Q: 3 clusters Score -5443130 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5443377.000000 Penalty: 5290.589355
	Iteration 11Q: 3 clusters Score -5443377 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5443517.000000 Penalty: 5290.589355
	Iteration 12Q: 3 clusters Score -5443517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5443591.000000 Penalty: 5290.589355
	Iteration 13Q: 3 clusters Score -5443591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5443626.500000 Penalty: 5290.589355
	Iteration 14Q: 3 clusters Score -5443626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5443652.000000 Penalty: 5290.589355
	Iteration 15Q: 3 clusters Score -5443652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5443670.000000 Penalty: 5290.589355
	Iteration 16Q: 3 clusters Score -5443670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5443677.000000 Penalty: 5290.589355
	Iteration 17Q: 3 clusters Score -5443677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5443691.000000 Penalty: 5290.589355
	Iteration 18Q: 3 clusters Score -5443691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5443693.000000 Penalty: 5290.589355
	Iteration 19Q: 3 clusters Score -5443693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5443691.000000 Penalty: 5290.589355
	Iteration 20F: 3 clusters Score -5443691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Entering Unmasked Estep 
Score: -465583.218750 Penalty: 2031.414062
	Iteration 0F: 2 clusters Score -465583.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -461947.093750 Penalty: 4062.828125
	Iteration 0F: 3 clusters Score -461947.1 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -462726.125000 Penalty: 4062.828125
	Iteration 1F: 3 clusters Score -462726.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -462853.343750 Penalty: 4062.828125
	Iteration 2F: 3 clusters Score -462853.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -462919.718750 Penalty: 4062.828125
	Iteration 3Q: 3 clusters Score -462919.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -462970.531250 Penalty: 4062.828125
	Iteration 4Q: 3 clusters Score -462970.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -463005.781250 Penalty: 4062.828125
	Iteration 5Q: 3 clusters Score -463005.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -463030.843750 Penalty: 4062.828125
	Iteration 6Q: 3 clusters Score -463030.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -463060.968750 Penalty: 4062.828125
	Iteration 7Q: 3 clusters Score -463061 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -463082.968750 Penalty: 4062.828125
	Iteration 8Q: 3 clusters Score -463083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -463102.531250 Penalty: 4062.828125
	Iteration 9Q: 3 clusters Score -463102.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -463111.375000 Penalty: 4062.828125
	Iteration 10Q: 3 clusters Score -463111.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -463116.437500 Penalty: 4062.828125
	Iteration 11Q: 3 clusters Score -463116.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -463121.906250 Penalty: 4062.828125
	Iteration 12Q: 3 clusters Score -463121.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -463124.750000 Penalty: 4062.828125
	Iteration 13Q: 3 clusters Score -463124.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -463128.843750 Penalty: 4062.828125
	Iteration 14Q: 3 clusters Score -463128.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -463133.593750 Penalty: 4062.828125
	Iteration 15Q: 3 clusters Score -463133.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -463141.093750 Penalty: 4062.828125
	Iteration 16Q: 3 clusters Score -463141.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -463145.187500 Penalty: 4062.828125
	Iteration 17Q: 3 clusters Score -463145.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -463150.875000 Penalty: 4062.828125
	Iteration 18Q: 3 clusters Score -463150.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -463156.656250 Penalty: 4062.828125
	Iteration 19Q: 3 clusters Score -463156.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -463159.906250 Penalty: 4062.828125
	Iteration 20F: 3 clusters Score -463159.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -463166.125000 Penalty: 4062.828125
	Iteration 21Q: 3 clusters Score -463166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -463170.937500 Penalty: 4062.828125
	Iteration 22Q: 3 clusters Score -463170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -463174.593750 Penalty: 4062.828125
	Iteration 23Q: 3 clusters Score -463174.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -463178.406250 Penalty: 4062.828125
	Iteration 24Q: 3 clusters Score -463178.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -463180.843750 Penalty: 4062.828125
	Iteration 25Q: 3 clusters Score -463180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -463180.625000 Penalty: 4062.828125
	Iteration 26Q: 3 clusters Score -463180.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -463181.062500 Penalty: 4062.828125
	Iteration 27Q: 3 clusters Score -463181.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -463182.312500 Penalty: 4062.828125
	Iteration 28Q: 3 clusters Score -463182.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -463183.500000 Penalty: 4062.828125
	Iteration 29Q: 3 clusters Score -463183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -463183.250000 Penalty: 4062.828125
	Iteration 30Q: 3 clusters Score -463183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -463183.125000 Penalty: 4062.828125
	Iteration 31Q: 3 clusters Score -463183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -463185.093750 Penalty: 4062.828125
	Iteration 32Q: 3 clusters Score -463185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -463185.906250 Penalty: 4062.828125
	Iteration 33Q: 3 clusters Score -463185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -463187.781250 Penalty: 4062.828125
	Iteration 34Q: 3 clusters Score -463187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -463190.343750 Penalty: 4062.828125
	Iteration 35Q: 3 clusters Score -463190.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -463195.187500 Penalty: 4062.828125
	Iteration 36Q: 3 clusters Score -463195.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -463201.093750 Penalty: 4062.828125
	Iteration 37Q: 3 clusters Score -463201.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -463206.968750 Penalty: 4062.828125
	Iteration 38Q: 3 clusters Score -463207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -463213.375000 Penalty: 4062.828125
	Iteration 39Q: 3 clusters Score -463213.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -463219.937500 Penalty: 4062.828125
	Iteration 40F: 3 clusters Score -463219.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -463226.812500 Penalty: 4062.828125
	Iteration 41Q: 3 clusters Score -463226.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -463234.218750 Penalty: 4062.828125
	Iteration 42Q: 3 clusters Score -463234.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -463240.281250 Penalty: 4062.828125
	Iteration 43Q: 3 clusters Score -463240.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -463246.093750 Penalty: 4062.828125
	Iteration 44Q: 3 clusters Score -463246.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -463252.750000 Penalty: 4062.828125
	Iteration 45Q: 3 clusters Score -463252.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -463258.156250 Penalty: 4062.828125
	Iteration 46Q: 3 clusters Score -463258.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -463262.500000 Penalty: 4062.828125
	Iteration 47Q: 3 clusters Score -463262.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -463268.062500 Penalty: 4062.828125
	Iteration 48Q: 3 clusters Score -463268.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -463272.437500 Penalty: 4062.828125
	Iteration 49Q: 3 clusters Score -463272.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -463276.187500 Penalty: 4062.828125
	Iteration 50Q: 3 clusters Score -463276.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -463278.218750 Penalty: 4062.828125
	Iteration 51Q: 3 clusters Score -463278.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -463280.937500 Penalty: 4062.828125
	Iteration 52Q: 3 clusters Score -463280.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -463283.843750 Penalty: 4062.828125
	Iteration 53Q: 3 clusters Score -463283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -463284.937500 Penalty: 4062.828125
	Iteration 54Q: 3 clusters Score -463284.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -463286.031250 Penalty: 4062.828125
	Iteration 55Q: 3 clusters Score -463286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -463286.187500 Penalty: 4062.828125
	Iteration 56Q: 3 clusters Score -463286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -463286.187500 Penalty: 4062.828125
	Iteration 57F: 3 clusters Score -463286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (149212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149212 members 
Entering Unmasked Estep 
Score: -19338734.000000 Penalty: 2954.454590
	Iteration 0F: 2 clusters Score -1.933873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74492 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -19240954.000000 Penalty: 5908.909180
	Iteration 0F: 3 clusters Score -1.924095e+07 nChanged 71293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 78055 members 
Entering Unmasked Estep 
Score: -19283226.000000 Penalty: 5908.909180
	Iteration 1F: 3 clusters Score -1.928323e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -19285512.000000 Penalty: 5908.909180
	Iteration 2Q: 3 clusters Score -1.928551e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 83118 members 
Entering Unmasked Estep 
Score: -19289298.000000 Penalty: 5908.909180
	Iteration 3Q: 3 clusters Score -1.92893e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -19294886.000000 Penalty: 5908.909180
	Iteration 4F: 3 clusters Score -1.929489e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -19302278.000000 Penalty: 5908.909180
	Iteration 5F: 3 clusters Score -1.930228e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 96647 members 
Entering Unmasked Estep 
Score: -19310714.000000 Penalty: 5908.909180
	Iteration 6F: 3 clusters Score -1.931071e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 100276 members 
Entering Unmasked Estep 
Score: -19317620.000000 Penalty: 5908.909180
	Iteration 7F: 3 clusters Score -1.931762e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 102564 members 
Entering Unmasked Estep 
Score: -19321650.000000 Penalty: 5908.909180
	Iteration 8Q: 3 clusters Score -1.932165e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 104168 members 
Entering Unmasked Estep 
Score: -19323490.000000 Penalty: 5908.909180
	Iteration 9Q: 3 clusters Score -1.932349e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 105636 members 
Entering Unmasked Estep 
Score: -19324722.000000 Penalty: 5908.909180
	Iteration 10Q: 3 clusters Score -1.932472e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 107077 members 
Entering Unmasked Estep 
Score: -19325662.000000 Penalty: 5908.909180
	Iteration 11Q: 3 clusters Score -1.932566e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 108525 members 
Entering Unmasked Estep 
Score: -19326588.000000 Penalty: 5908.909180
	Iteration 12Q: 3 clusters Score -1.932659e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 109992 members 
Entering Unmasked Estep 
Score: -19327666.000000 Penalty: 5908.909180
	Iteration 13Q: 3 clusters Score -1.932767e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 111401 members 
Entering Unmasked Estep 
Score: -19329074.000000 Penalty: 5908.909180
	Iteration 14Q: 3 clusters Score -1.932907e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 112678 members 
Entering Unmasked Estep 
Score: -19330462.000000 Penalty: 5908.909180
	Iteration 15Q: 3 clusters Score -1.933046e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 113813 members 
Entering Unmasked Estep 
Score: -19331704.000000 Penalty: 5908.909180
	Iteration 16Q: 3 clusters Score -1.93317e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 114710 members 
Entering Unmasked Estep 
Score: -19333014.000000 Penalty: 5908.909180
	Iteration 17Q: 3 clusters Score -1.933301e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 115398 members 
Entering Unmasked Estep 
Score: -19333908.000000 Penalty: 5908.909180
	Iteration 18Q: 3 clusters Score -1.933391e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 115943 members 
Entering Unmasked Estep 
Score: -19334424.000000 Penalty: 5908.909180
	Iteration 19Q: 3 clusters Score -1.933442e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 116334 members 
Entering Unmasked Estep 
Score: -19334662.000000 Penalty: 5908.909180
	Iteration 20F: 3 clusters Score -1.933466e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 116641 members 
Entering Unmasked Estep 
Score: -19334894.000000 Penalty: 5908.909180
	Iteration 21Q: 3 clusters Score -1.933489e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 116927 members 
Entering Unmasked Estep 
Score: -19335066.000000 Penalty: 5908.909180
	Iteration 22Q: 3 clusters Score -1.933507e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 117177 members 
Entering Unmasked Estep 
Score: -19335146.000000 Penalty: 5908.909180
	Iteration 23Q: 3 clusters Score -1.933515e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 117405 members 
Entering Unmasked Estep 
Score: -19335222.000000 Penalty: 5908.909180
	Iteration 24Q: 3 clusters Score -1.933522e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 117626 members 
Entering Unmasked Estep 
Score: -19335202.000000 Penalty: 5908.909180
	Iteration 25Q: 3 clusters Score -1.93352e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 117802 members 
Entering Unmasked Estep 
Score: -19335268.000000 Penalty: 5908.909180
	Iteration 26Q: 3 clusters Score -1.933527e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 117985 members 
Entering Unmasked Estep 
Score: -19335318.000000 Penalty: 5908.909180
	Iteration 27Q: 3 clusters Score -1.933532e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 118134 members 
Entering Unmasked Estep 
Score: -19335318.000000 Penalty: 5908.909180
	Iteration 28Q: 3 clusters Score -1.933532e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 118284 members 
Entering Unmasked Estep 
Score: -19335336.000000 Penalty: 5908.909180
	Iteration 29Q: 3 clusters Score -1.933534e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 118424 members 
Entering Unmasked Estep 
Score: -19335338.000000 Penalty: 5908.909180
	Iteration 30Q: 3 clusters Score -1.933534e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 118559 members 
Entering Unmasked Estep 
Score: -19335320.000000 Penalty: 5908.909180
	Iteration 31Q: 3 clusters Score -1.933532e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 118679 members 
Entering Unmasked Estep 
Score: -19335338.000000 Penalty: 5908.909180
	Iteration 32Q: 3 clusters Score -1.933534e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 118808 members 
Entering Unmasked Estep 
Score: -19335300.000000 Penalty: 5908.909180
	Iteration 33Q: 3 clusters Score -1.93353e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 118913 members 
Entering Unmasked Estep 
Score: -19335296.000000 Penalty: 5908.909180
	Iteration 34Q: 3 clusters Score -1.93353e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 118997 members 
Entering Unmasked Estep 
Score: -19335292.000000 Penalty: 5908.909180
	Iteration 35Q: 3 clusters Score -1.933529e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 119073 members 
Entering Unmasked Estep 
Score: -19335294.000000 Penalty: 5908.909180
	Iteration 36Q: 3 clusters Score -1.933529e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 119158 members 
Entering Unmasked Estep 
Score: -19335330.000000 Penalty: 5908.909180
	Iteration 37Q: 3 clusters Score -1.933533e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 119251 members 
Entering Unmasked Estep 
Score: -19335318.000000 Penalty: 5908.909180
	Iteration 38Q: 3 clusters Score -1.933532e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 119333 members 
Entering Unmasked Estep 
Score: -19335342.000000 Penalty: 5908.909180
	Iteration 39Q: 3 clusters Score -1.933534e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 119408 members 
Entering Unmasked Estep 
Score: -19335346.000000 Penalty: 5908.909180
	Iteration 40F: 3 clusters Score -1.933535e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 119479 members 
Entering Unmasked Estep 
Score: -19335380.000000 Penalty: 5908.909180
	Iteration 41Q: 3 clusters Score -1.933538e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 119553 members 
Entering Unmasked Estep 
Score: -19335384.000000 Penalty: 5908.909180
	Iteration 42Q: 3 clusters Score -1.933538e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 119633 members 
Entering Unmasked Estep 
Score: -19335388.000000 Penalty: 5908.909180
	Iteration 43Q: 3 clusters Score -1.933539e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 119706 members 
Entering Unmasked Estep 
Score: -19335406.000000 Penalty: 5908.909180
	Iteration 44Q: 3 clusters Score -1.933541e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 119771 members 
Entering Unmasked Estep 
Score: -19335404.000000 Penalty: 5908.909180
	Iteration 45Q: 3 clusters Score -1.93354e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 119833 members 
Entering Unmasked Estep 
Score: -19335410.000000 Penalty: 5908.909180
	Iteration 46Q: 3 clusters Score -1.933541e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 119909 members 
Entering Unmasked Estep 
Score: -19335416.000000 Penalty: 5908.909180
	Iteration 47Q: 3 clusters Score -1.933542e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 119980 members 
Entering Unmasked Estep 
Score: -19335428.000000 Penalty: 5908.909180
	Iteration 48Q: 3 clusters Score -1.933543e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 120044 members 
Entering Unmasked Estep 
Score: -19335402.000000 Penalty: 5908.909180
	Iteration 49Q: 3 clusters Score -1.93354e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 120099 members 
Entering Unmasked Estep 
Score: -19335420.000000 Penalty: 5908.909180
	Iteration 50Q: 3 clusters Score -1.933542e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 120149 members 
Entering Unmasked Estep 
Score: -19335430.000000 Penalty: 5908.909180
	Iteration 51Q: 3 clusters Score -1.933543e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 120192 members 
Entering Unmasked Estep 
Score: -19335426.000000 Penalty: 5908.909180
	Iteration 52Q: 3 clusters Score -1.933543e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 120233 members 
Entering Unmasked Estep 
Score: -19335426.000000 Penalty: 5908.909180
	Iteration 53Q: 3 clusters Score -1.933543e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 120268 members 
Entering Unmasked Estep 
Score: -19335414.000000 Penalty: 5908.909180
	Iteration 54Q: 3 clusters Score -1.933541e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 120308 members 
Entering Unmasked Estep 
Score: -19335410.000000 Penalty: 5908.909180
	Iteration 55Q: 3 clusters Score -1.933541e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 120342 members 
Entering Unmasked Estep 
Score: -19335426.000000 Penalty: 5908.909180
	Iteration 56Q: 3 clusters Score -1.933543e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 120378 members 
Entering Unmasked Estep 
Score: -19335432.000000 Penalty: 5908.909180
	Iteration 57Q: 3 clusters Score -1.933543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 120406 members 
Entering Unmasked Estep 
Score: -19335418.000000 Penalty: 5908.909180
	Iteration 58Q: 3 clusters Score -1.933542e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 120437 members 
Entering Unmasked Estep 
Score: -19335382.000000 Penalty: 5908.909180
	Iteration 59Q: 3 clusters Score -1.933538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 120462 members 
Entering Unmasked Estep 
Score: -19335420.000000 Penalty: 5908.909180
	Iteration 60F: 3 clusters Score -1.933542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 120484 members 
Entering Unmasked Estep 
Score: -19335414.000000 Penalty: 5908.909180
	Iteration 61Q: 3 clusters Score -1.933541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 120500 members 
Entering Unmasked Estep 
Score: -19335418.000000 Penalty: 5908.909180
	Iteration 62Q: 3 clusters Score -1.933542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 120514 members 
Entering Unmasked Estep 
Score: -19335400.000000 Penalty: 5908.909180
	Iteration 63Q: 3 clusters Score -1.93354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 120533 members 
Entering Unmasked Estep 
Score: -19335428.000000 Penalty: 5908.909180
	Iteration 64Q: 3 clusters Score -1.933543e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 120560 members 
Entering Unmasked Estep 
Score: -19335430.000000 Penalty: 5908.909180
	Iteration 65Q: 3 clusters Score -1.933543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 120588 members 
Entering Unmasked Estep 
Score: -19335432.000000 Penalty: 5908.909180
	Iteration 66Q: 3 clusters Score -1.933543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 120606 members 
Entering Unmasked Estep 
Score: -19335436.000000 Penalty: 5908.909180
	Iteration 67Q: 3 clusters Score -1.933544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 120625 members 
Entering Unmasked Estep 
Score: -19335422.000000 Penalty: 5908.909180
	Iteration 68Q: 3 clusters Score -1.933542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 120639 members 
Entering Unmasked Estep 
Score: -19335416.000000 Penalty: 5908.909180
	Iteration 69Q: 3 clusters Score -1.933542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 120653 members 
Entering Unmasked Estep 
Score: -19335424.000000 Penalty: 5908.909180
	Iteration 70Q: 3 clusters Score -1.933542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 120663 members 
Entering Unmasked Estep 
Score: -19335434.000000 Penalty: 5908.909180
	Iteration 71Q: 3 clusters Score -1.933543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 120675 members 
Entering Unmasked Estep 
Score: -19335442.000000 Penalty: 5908.909180
	Iteration 72Q: 3 clusters Score -1.933544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 120690 members 
Entering Unmasked Estep 
Score: -19335462.000000 Penalty: 5908.909180
	Iteration 73Q: 3 clusters Score -1.933546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 120706 members 
Entering Unmasked Estep 
Score: -19335454.000000 Penalty: 5908.909180
	Iteration 74Q: 3 clusters Score -1.933545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 120724 members 
Entering Unmasked Estep 
Score: -19335450.000000 Penalty: 5908.909180
	Iteration 75Q: 3 clusters Score -1.933545e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 120746 members 
Entering Unmasked Estep 
Score: -19335450.000000 Penalty: 5908.909180
	Iteration 76Q: 3 clusters Score -1.933545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 120771 members 
Entering Unmasked Estep 
Score: -19335420.000000 Penalty: 5908.909180
	Iteration 77Q: 3 clusters Score -1.933542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 120798 members 
Entering Unmasked Estep 
Score: -19335426.000000 Penalty: 5908.909180
	Iteration 78Q: 3 clusters Score -1.933543e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 120824 members 
Entering Unmasked Estep 
Score: -19335434.000000 Penalty: 5908.909180
	Iteration 79Q: 3 clusters Score -1.933543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 120858 members 
Entering Unmasked Estep 
Score: -19335438.000000 Penalty: 5908.909180
	Iteration 80F: 3 clusters Score -1.933544e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 120889 members 
Entering Unmasked Estep 
Score: -19335466.000000 Penalty: 5908.909180
	Iteration 81Q: 3 clusters Score -1.933547e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 120923 members 
Entering Unmasked Estep 
Score: -19335460.000000 Penalty: 5908.909180
	Iteration 82Q: 3 clusters Score -1.933546e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 120961 members 
Entering Unmasked Estep 
Score: -19335450.000000 Penalty: 5908.909180
	Iteration 83Q: 3 clusters Score -1.933545e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 120998 members 
Entering Unmasked Estep 
Score: -19335432.000000 Penalty: 5908.909180
	Iteration 84Q: 3 clusters Score -1.933543e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 121033 members 
Entering Unmasked Estep 
Score: -19335414.000000 Penalty: 5908.909180
	Iteration 85Q: 3 clusters Score -1.933541e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 121059 members 
Entering Unmasked Estep 
Score: -19335414.000000 Penalty: 5908.909180
	Iteration 86Q: 3 clusters Score -1.933541e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 121088 members 
Entering Unmasked Estep 
Score: -19335414.000000 Penalty: 5908.909180
	Iteration 87Q: 3 clusters Score -1.933541e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 121125 members 
Entering Unmasked Estep 
Score: -19335410.000000 Penalty: 5908.909180
	Iteration 88Q: 3 clusters Score -1.933541e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 121155 members 
Entering Unmasked Estep 
Score: -19335446.000000 Penalty: 5908.909180
	Iteration 89Q: 3 clusters Score -1.933545e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 121182 members 
Entering Unmasked Estep 
Score: -19335434.000000 Penalty: 5908.909180
	Iteration 90Q: 3 clusters Score -1.933543e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 121206 members 
Entering Unmasked Estep 
Score: -19335426.000000 Penalty: 5908.909180
	Iteration 91Q: 3 clusters Score -1.933543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 121222 members 
Entering Unmasked Estep 
Score: -19335442.000000 Penalty: 5908.909180
	Iteration 92Q: 3 clusters Score -1.933544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 121239 members 
Entering Unmasked Estep 
Score: -19335408.000000 Penalty: 5908.909180
	Iteration 93Q: 3 clusters Score -1.933541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 121256 members 
Entering Unmasked Estep 
Score: -19335416.000000 Penalty: 5908.909180
	Iteration 94Q: 3 clusters Score -1.933542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -19335416.000000 Penalty: 5908.909180
	Iteration 95Q: 3 clusters Score -1.933542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 121288 members 
Entering Unmasked Estep 
Score: -19335412.000000 Penalty: 5908.909180
	Iteration 96Q: 3 clusters Score -1.933541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 121300 members 
Entering Unmasked Estep 
Score: -19335416.000000 Penalty: 5908.909180
	Iteration 97Q: 3 clusters Score -1.933542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 121315 members 
Entering Unmasked Estep 
Score: -19335410.000000 Penalty: 5908.909180
	Iteration 98Q: 3 clusters Score -1.933541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
Score: -19335406.000000 Penalty: 5908.909180
	Iteration 99Q: 3 clusters Score -1.933541e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 121349 members 
Entering Unmasked Estep 
Score: -19335398.000000 Penalty: 5908.909180
	Iteration 100F: 3 clusters Score -1.93354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 121363 members 
Entering Unmasked Estep 
Score: -19335414.000000 Penalty: 5908.909180
	Iteration 101Q: 3 clusters Score -1.933541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 121376 members 
Entering Unmasked Estep 
Score: -19335418.000000 Penalty: 5908.909180
	Iteration 102Q: 3 clusters Score -1.933542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 121388 members 
Entering Unmasked Estep 
Score: -19335400.000000 Penalty: 5908.909180
	Iteration 103Q: 3 clusters Score -1.93354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 121404 members 
Entering Unmasked Estep 
Score: -19335386.000000 Penalty: 5908.909180
	Iteration 104Q: 3 clusters Score -1.933539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 121425 members 
Entering Unmasked Estep 
Score: -19335388.000000 Penalty: 5908.909180
	Iteration 105Q: 3 clusters Score -1.933539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 121450 members 
Entering Unmasked Estep 
Score: -19335372.000000 Penalty: 5908.909180
	Iteration 106Q: 3 clusters Score -1.933537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 121477 members 
Entering Unmasked Estep 
Score: -19335400.000000 Penalty: 5908.909180
	Iteration 107Q: 3 clusters Score -1.93354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 121505 members 
Entering Unmasked Estep 
Score: -19335418.000000 Penalty: 5908.909180
	Iteration 108Q: 3 clusters Score -1.933542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 121527 members 
Entering Unmasked Estep 
Score: -19335398.000000 Penalty: 5908.909180
	Iteration 109Q: 3 clusters Score -1.93354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 121544 members 
Entering Unmasked Estep 
Score: -19335408.000000 Penalty: 5908.909180
	Iteration 110Q: 3 clusters Score -1.933541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 121559 members 
Entering Unmasked Estep 
Score: -19335400.000000 Penalty: 5908.909180
	Iteration 111Q: 3 clusters Score -1.93354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 121572 members 
Entering Unmasked Estep 
Score: -19335406.000000 Penalty: 5908.909180
	Iteration 112Q: 3 clusters Score -1.933541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 121583 members 
Entering Unmasked Estep 
Score: -19335400.000000 Penalty: 5908.909180
	Iteration 113Q: 3 clusters Score -1.93354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 121587 members 
Entering Unmasked Estep 
Score: -19335394.000000 Penalty: 5908.909180
	Iteration 114Q: 3 clusters Score -1.933539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 121590 members 
Entering Unmasked Estep 
Score: -19335396.000000 Penalty: 5908.909180
	Iteration 115Q: 3 clusters Score -1.93354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 121594 members 
Entering Unmasked Estep 
Score: -19335404.000000 Penalty: 5908.909180
	Iteration 116Q: 3 clusters Score -1.93354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 121597 members 
Entering Unmasked Estep 
Score: -19335390.000000 Penalty: 5908.909180
	Iteration 117Q: 3 clusters Score -1.933539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 121600 members 
Entering Unmasked Estep 
Score: -19335398.000000 Penalty: 5908.909180
	Iteration 118Q: 3 clusters Score -1.93354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
Score: -19335400.000000 Penalty: 5908.909180
	Iteration 119Q: 3 clusters Score -1.93354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 121602 members 
Entering Unmasked Estep 
Score: -19335396.000000 Penalty: 5908.909180
	Iteration 120F: 3 clusters Score -1.93354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 121604 members 
Entering Unmasked Estep 
Score: -19335398.000000 Penalty: 5908.909180
	Iteration 121Q: 3 clusters Score -1.93354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 121607 members 
Entering Unmasked Estep 
Score: -19335396.000000 Penalty: 5908.909180
	Iteration 122Q: 3 clusters Score -1.93354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 121610 members 
Entering Unmasked Estep 
Score: -19335402.000000 Penalty: 5908.909180
	Iteration 123Q: 3 clusters Score -1.93354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 121613 members 
Entering Unmasked Estep 
Score: -19335406.000000 Penalty: 5908.909180
	Iteration 124Q: 3 clusters Score -1.933541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 121619 members 
Entering Unmasked Estep 
Score: -19335400.000000 Penalty: 5908.909180
	Iteration 125Q: 3 clusters Score -1.93354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 121627 members 
Entering Unmasked Estep 
Score: -19335406.000000 Penalty: 5908.909180
	Iteration 126Q: 3 clusters Score -1.933541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 121634 members 
Entering Unmasked Estep 
Score: -19335404.000000 Penalty: 5908.909180
	Iteration 127Q: 3 clusters Score -1.93354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 121641 members 
Entering Unmasked Estep 
Score: -19335408.000000 Penalty: 5908.909180
	Iteration 128Q: 3 clusters Score -1.933541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 121647 members 
Entering Unmasked Estep 
Score: -19335414.000000 Penalty: 5908.909180
	Iteration 129Q: 3 clusters Score -1.933541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 121652 members 
Entering Unmasked Estep 
Score: -19335424.000000 Penalty: 5908.909180
	Iteration 130Q: 3 clusters Score -1.933542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 121660 members 
Entering Unmasked Estep 
Score: -19335430.000000 Penalty: 5908.909180
	Iteration 131Q: 3 clusters Score -1.933543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 121664 members 
Entering Unmasked Estep 
Score: -19335424.000000 Penalty: 5908.909180
	Iteration 132Q: 3 clusters Score -1.933542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 121669 members 
Entering Unmasked Estep 
Score: -19335434.000000 Penalty: 5908.909180
	Iteration 133Q: 3 clusters Score -1.933543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 121674 members 
Entering Unmasked Estep 
Score: -19335424.000000 Penalty: 5908.909180
	Iteration 134Q: 3 clusters Score -1.933542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 121678 members 
Entering Unmasked Estep 
Score: -19335430.000000 Penalty: 5908.909180
	Iteration 135Q: 3 clusters Score -1.933543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 121684 members 
Entering Unmasked Estep 
Score: -19335434.000000 Penalty: 5908.909180
	Iteration 136Q: 3 clusters Score -1.933543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 121686 members 
Entering Unmasked Estep 
Score: -19335436.000000 Penalty: 5908.909180
	Iteration 137Q: 3 clusters Score -1.933544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 121687 members 
Entering Unmasked Estep 
Score: -19335440.000000 Penalty: 5908.909180
	Iteration 138Q: 3 clusters Score -1.933544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 121689 members 
Entering Unmasked Estep 
Score: -19335436.000000 Penalty: 5908.909180
	Iteration 139Q: 3 clusters Score -1.933544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 121689 members 
Entering Unmasked Estep 
Score: -19335436.000000 Penalty: 5908.909180
	Iteration 140F: 3 clusters Score -1.933544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -298458.437500 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -298458.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -295532.687500 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -295532.7 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -296135.562500 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -296135.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -296324.343750 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -296324.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -296444.843750 Penalty: 3879.932617
	Iteration 3F: 3 clusters Score -296444.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -296522.406250 Penalty: 3879.932617
	Iteration 4Q: 3 clusters Score -296522.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -296570.218750 Penalty: 3879.932617
	Iteration 5Q: 3 clusters Score -296570.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -296611.031250 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -296611 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -296650.437500 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -296650.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -296687.312500 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -296687.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -296727.843750 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -296727.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -296764.218750 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -296764.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -296784.406250 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -296784.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -296802.500000 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -296802.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -296819.093750 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -296819.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -296830.750000 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -296830.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -296844.625000 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -296844.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -296858.843750 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -296858.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -296877.125000 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -296877.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -296893.375000 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -296893.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -296907.125000 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -296907.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -296922.968750 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -296923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -296939.906250 Penalty: 3879.932617
	Iteration 21Q: 3 clusters Score -296939.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -296954.562500 Penalty: 3879.932617
	Iteration 22Q: 3 clusters Score -296954.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -296977.937500 Penalty: 3879.932617
	Iteration 23Q: 3 clusters Score -296977.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -296990.718750 Penalty: 3879.932617
	Iteration 24Q: 3 clusters Score -296990.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -296997.750000 Penalty: 3879.932617
	Iteration 25Q: 3 clusters Score -296997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -297003.000000 Penalty: 3879.932617
	Iteration 26Q: 3 clusters Score -297003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -297006.250000 Penalty: 3879.932617
	Iteration 27Q: 3 clusters Score -297006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -297009.437500 Penalty: 3879.932617
	Iteration 28Q: 3 clusters Score -297009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -297012.593750 Penalty: 3879.932617
	Iteration 29Q: 3 clusters Score -297012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -297016.250000 Penalty: 3879.932617
	Iteration 30Q: 3 clusters Score -297016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -297023.812500 Penalty: 3879.932617
	Iteration 31Q: 3 clusters Score -297023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -297025.281250 Penalty: 3879.932617
	Iteration 32Q: 3 clusters Score -297025.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -297027.312500 Penalty: 3879.932617
	Iteration 33Q: 3 clusters Score -297027.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -297029.218750 Penalty: 3879.932617
	Iteration 34Q: 3 clusters Score -297029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -297029.218750 Penalty: 3879.932617
	Iteration 35F: 3 clusters Score -297029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Entering Unmasked Estep 
Score: -575787.750000 Penalty: 2095.861328
	Iteration 0F: 2 clusters Score -575787.8 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 2384 members 
Entering Unmasked Estep 
Score: -571445.187500 Penalty: 4191.722656
	Iteration 0F: 3 clusters Score -571445.2 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -572560.312500 Penalty: 4191.722656
	Iteration 1F: 3 clusters Score -572560.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -572800.500000 Penalty: 4191.722656
	Iteration 2F: 3 clusters Score -572800.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -573057.812500 Penalty: 4191.722656
	Iteration 3F: 3 clusters Score -573057.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -573286.437500 Penalty: 4191.722656
	Iteration 4F: 3 clusters Score -573286.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -573440.437500 Penalty: 4191.722656
	Iteration 5Q: 3 clusters Score -573440.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -573544.125000 Penalty: 4191.722656
	Iteration 6Q: 3 clusters Score -573544.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -573606.375000 Penalty: 4191.722656
	Iteration 7Q: 3 clusters Score -573606.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -573661.062500 Penalty: 4191.722656
	Iteration 8Q: 3 clusters Score -573661.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -573698.812500 Penalty: 4191.722656
	Iteration 9Q: 3 clusters Score -573698.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -573730.125000 Penalty: 4191.722656
	Iteration 10Q: 3 clusters Score -573730.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -573760.187500 Penalty: 4191.722656
	Iteration 11Q: 3 clusters Score -573760.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -573790.812500 Penalty: 4191.722656
	Iteration 12Q: 3 clusters Score -573790.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -573819.500000 Penalty: 4191.722656
	Iteration 13Q: 3 clusters Score -573819.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -573850.625000 Penalty: 4191.722656
	Iteration 14Q: 3 clusters Score -573850.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -573875.937500 Penalty: 4191.722656
	Iteration 15Q: 3 clusters Score -573875.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -573896.687500 Penalty: 4191.722656
	Iteration 16Q: 3 clusters Score -573896.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -573917.937500 Penalty: 4191.722656
	Iteration 17Q: 3 clusters Score -573917.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -573940.437500 Penalty: 4191.722656
	Iteration 18Q: 3 clusters Score -573940.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -573958.312500 Penalty: 4191.722656
	Iteration 19Q: 3 clusters Score -573958.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -573975.312500 Penalty: 4191.722656
	Iteration 20F: 3 clusters Score -573975.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -573990.062500 Penalty: 4191.722656
	Iteration 21Q: 3 clusters Score -573990.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -574012.437500 Penalty: 4191.722656
	Iteration 22Q: 3 clusters Score -574012.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -574043.875000 Penalty: 4191.722656
	Iteration 23Q: 3 clusters Score -574043.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -574083.812500 Penalty: 4191.722656
	Iteration 24Q: 3 clusters Score -574083.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -574116.687500 Penalty: 4191.722656
	Iteration 25Q: 3 clusters Score -574116.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -574153.062500 Penalty: 4191.722656
	Iteration 26Q: 3 clusters Score -574153.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -574185.125000 Penalty: 4191.722656
	Iteration 27Q: 3 clusters Score -574185.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -574217.375000 Penalty: 4191.722656
	Iteration 28Q: 3 clusters Score -574217.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -574244.750000 Penalty: 4191.722656
	Iteration 29Q: 3 clusters Score -574244.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -574272.187500 Penalty: 4191.722656
	Iteration 30Q: 3 clusters Score -574272.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -574290.125000 Penalty: 4191.722656
	Iteration 31Q: 3 clusters Score -574290.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -574303.250000 Penalty: 4191.722656
	Iteration 32Q: 3 clusters Score -574303.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -574315.062500 Penalty: 4191.722656
	Iteration 33Q: 3 clusters Score -574315.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -574321.500000 Penalty: 4191.722656
	Iteration 34Q: 3 clusters Score -574321.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -574328.750000 Penalty: 4191.722656
	Iteration 35Q: 3 clusters Score -574328.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -574335.750000 Penalty: 4191.722656
	Iteration 36Q: 3 clusters Score -574335.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -574341.625000 Penalty: 4191.722656
	Iteration 37Q: 3 clusters Score -574341.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -574346.687500 Penalty: 4191.722656
	Iteration 38Q: 3 clusters Score -574346.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -574350.812500 Penalty: 4191.722656
	Iteration 39Q: 3 clusters Score -574350.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -574353.250000 Penalty: 4191.722656
	Iteration 40F: 3 clusters Score -574353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -574353.937500 Penalty: 4191.722656
	Iteration 41Q: 3 clusters Score -574353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -574353.937500 Penalty: 4191.722656
	Iteration 42F: 3 clusters Score -574353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Entering Unmasked Estep 
Score: -691961.562500 Penalty: 2142.002441
	Iteration 0F: 2 clusters Score -691961.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -687077.562500 Penalty: 4284.004883
	Iteration 0F: 3 clusters Score -687077.6 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -688318.375000 Penalty: 4284.004883
	Iteration 1F: 3 clusters Score -688318.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -688567.375000 Penalty: 4284.004883
	Iteration 2F: 3 clusters Score -688567.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -688740.812500 Penalty: 4284.004883
	Iteration 3F: 3 clusters Score -688740.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -688856.000000 Penalty: 4284.004883
	Iteration 4Q: 3 clusters Score -688856 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -688948.937500 Penalty: 4284.004883
	Iteration 5Q: 3 clusters Score -688948.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -689039.875000 Penalty: 4284.004883
	Iteration 6Q: 3 clusters Score -689039.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -689107.812500 Penalty: 4284.004883
	Iteration 7Q: 3 clusters Score -689107.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -689178.062500 Penalty: 4284.004883
	Iteration 8Q: 3 clusters Score -689178.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -689245.187500 Penalty: 4284.004883
	Iteration 9Q: 3 clusters Score -689245.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -689318.500000 Penalty: 4284.004883
	Iteration 10Q: 3 clusters Score -689318.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -689390.125000 Penalty: 4284.004883
	Iteration 11Q: 3 clusters Score -689390.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -689463.250000 Penalty: 4284.004883
	Iteration 12Q: 3 clusters Score -689463.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -689524.750000 Penalty: 4284.004883
	Iteration 13Q: 3 clusters Score -689524.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -689584.000000 Penalty: 4284.004883
	Iteration 14Q: 3 clusters Score -689584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -689650.500000 Penalty: 4284.004883
	Iteration 15Q: 3 clusters Score -689650.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -689709.062500 Penalty: 4284.004883
	Iteration 16Q: 3 clusters Score -689709.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -689765.625000 Penalty: 4284.004883
	Iteration 17Q: 3 clusters Score -689765.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -689821.062500 Penalty: 4284.004883
	Iteration 18Q: 3 clusters Score -689821.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -689905.500000 Penalty: 4284.004883
	Iteration 19Q: 3 clusters Score -689905.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -689977.875000 Penalty: 4284.004883
	Iteration 20F: 3 clusters Score -689977.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -690042.187500 Penalty: 4284.004883
	Iteration 21Q: 3 clusters Score -690042.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -690107.125000 Penalty: 4284.004883
	Iteration 22Q: 3 clusters Score -690107.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -690186.875000 Penalty: 4284.004883
	Iteration 23Q: 3 clusters Score -690186.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -690258.000000 Penalty: 4284.004883
	Iteration 24Q: 3 clusters Score -690258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -690314.562500 Penalty: 4284.004883
	Iteration 25Q: 3 clusters Score -690314.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -690361.250000 Penalty: 4284.004883
	Iteration 26Q: 3 clusters Score -690361.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -690405.812500 Penalty: 4284.004883
	Iteration 27Q: 3 clusters Score -690405.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -690449.125000 Penalty: 4284.004883
	Iteration 28Q: 3 clusters Score -690449.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -690489.625000 Penalty: 4284.004883
	Iteration 29Q: 3 clusters Score -690489.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -690536.250000 Penalty: 4284.004883
	Iteration 30Q: 3 clusters Score -690536.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -690551.437500 Penalty: 4284.004883
	Iteration 31Q: 3 clusters Score -690551.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -690560.375000 Penalty: 4284.004883
	Iteration 32Q: 3 clusters Score -690560.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -690565.625000 Penalty: 4284.004883
	Iteration 33Q: 3 clusters Score -690565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -690568.375000 Penalty: 4284.004883
	Iteration 34Q: 3 clusters Score -690568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -690570.687500 Penalty: 4284.004883
	Iteration 35Q: 3 clusters Score -690570.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -690575.187500 Penalty: 4284.004883
	Iteration 36F: 3 clusters Score -690575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -690578.875000 Penalty: 4284.004883
	Iteration 37Q: 3 clusters Score -690578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -690581.187500 Penalty: 4284.004883
	Iteration 38Q: 3 clusters Score -690581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -690583.312500 Penalty: 4284.004883
	Iteration 39Q: 3 clusters Score -690583.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -690587.937500 Penalty: 4284.004883
	Iteration 40F: 3 clusters Score -690587.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -690591.875000 Penalty: 4284.004883
	Iteration 41Q: 3 clusters Score -690591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -690598.250000 Penalty: 4284.004883
	Iteration 42Q: 3 clusters Score -690598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -690600.312500 Penalty: 4284.004883
	Iteration 43Q: 3 clusters Score -690600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -690605.125000 Penalty: 4284.004883
	Iteration 44Q: 3 clusters Score -690605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -690611.500000 Penalty: 4284.004883
	Iteration 45Q: 3 clusters Score -690611.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -690614.000000 Penalty: 4284.004883
	Iteration 46Q: 3 clusters Score -690614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -690616.500000 Penalty: 4284.004883
	Iteration 47Q: 3 clusters Score -690616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -690619.500000 Penalty: 4284.004883
	Iteration 48Q: 3 clusters Score -690619.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -690623.812500 Penalty: 4284.004883
	Iteration 49Q: 3 clusters Score -690623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -690625.437500 Penalty: 4284.004883
	Iteration 50Q: 3 clusters Score -690625.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -690625.437500 Penalty: 4284.004883
	Iteration 51F: 3 clusters Score -690625.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Entering Unmasked Estep 
Score: -2294085.500000 Penalty: 2436.743652
	Iteration 0F: 2 clusters Score -2294086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2280970.000000 Penalty: 4873.487305
	Iteration 0F: 3 clusters Score -2280970 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2285598.500000 Penalty: 4873.487305
	Iteration 1F: 3 clusters Score -2285598 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2286441.250000 Penalty: 4873.487305
	Iteration 2F: 3 clusters Score -2286441 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2287474.750000 Penalty: 4873.487305
	Iteration 3F: 3 clusters Score -2287475 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2288717.500000 Penalty: 4873.487305
	Iteration 4F: 3 clusters Score -2288718 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2290208.750000 Penalty: 4873.487305
	Iteration 5F: 3 clusters Score -2290209 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2291611.000000 Penalty: 4873.487305
	Iteration 6F: 3 clusters Score -2291611 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2292442.750000 Penalty: 4873.487305
	Iteration 7F: 3 clusters Score -2292443 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2292905.500000 Penalty: 4873.487305
	Iteration 8Q: 3 clusters Score -2292906 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2293195.250000 Penalty: 4873.487305
	Iteration 9Q: 3 clusters Score -2293195 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2293391.000000 Penalty: 4873.487305
	Iteration 10Q: 3 clusters Score -2293391 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2293507.000000 Penalty: 4873.487305
	Iteration 11Q: 3 clusters Score -2293507 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2293599.000000 Penalty: 4873.487305
	Iteration 12Q: 3 clusters Score -2293599 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2293639.750000 Penalty: 4873.487305
	Iteration 13Q: 3 clusters Score -2293640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2293679.000000 Penalty: 4873.487305
	Iteration 14Q: 3 clusters Score -2293679 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2293690.250000 Penalty: 4873.487305
	Iteration 15Q: 3 clusters Score -2293690 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2293712.750000 Penalty: 4873.487305
	Iteration 16Q: 3 clusters Score -2293713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2293716.500000 Penalty: 4873.487305
	Iteration 17Q: 3 clusters Score -2293716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2293720.750000 Penalty: 4873.487305
	Iteration 18Q: 3 clusters Score -2293721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2293726.750000 Penalty: 4873.487305
	Iteration 19Q: 3 clusters Score -2293727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2293739.500000 Penalty: 4873.487305
	Iteration 20F: 3 clusters Score -2293740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2293735.000000 Penalty: 4873.487305
	Iteration 21Q: 3 clusters Score -2293735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2293727.750000 Penalty: 4873.487305
	Iteration 22Q: 3 clusters Score -2293728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2293731.500000 Penalty: 4873.487305
	Iteration 23Q: 3 clusters Score -2293732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2293730.750000 Penalty: 4873.487305
	Iteration 24Q: 3 clusters Score -2293731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2293733.500000 Penalty: 4873.487305
	Iteration 25Q: 3 clusters Score -2293734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2293733.750000 Penalty: 4873.487305
	Iteration 26Q: 3 clusters Score -2293734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2293731.250000 Penalty: 4873.487305
	Iteration 27Q: 3 clusters Score -2293731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2293738.000000 Penalty: 4873.487305
	Iteration 28Q: 3 clusters Score -2293738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2293737.500000 Penalty: 4873.487305
	Iteration 29Q: 3 clusters Score -2293738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2293737.500000 Penalty: 4873.487305
	Iteration 30Q: 3 clusters Score -2293738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2293737.500000 Penalty: 4873.487305
	Iteration 31F: 3 clusters Score -2293738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (282280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282280 members 
Entering Unmasked Estep 
Score: -36418032.000000 Penalty: 3112.562256
	Iteration 0F: 2 clusters Score -3.641803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141092 members 
Mstep: Class 2 contains 141188 members 
Entering Unmasked Estep 
Score: -36247696.000000 Penalty: 6225.124512
	Iteration 0F: 3 clusters Score -3.62477e+07 nChanged 136526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142604 members 
Mstep: Class 2 contains 139676 members 
Entering Unmasked Estep 
Score: -36328340.000000 Penalty: 6225.124512
	Iteration 1F: 3 clusters Score -3.632834e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143800 members 
Mstep: Class 2 contains 138480 members 
Entering Unmasked Estep 
Score: -36329812.000000 Penalty: 6225.124512
	Iteration 2Q: 3 clusters Score -3.632981e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145797 members 
Mstep: Class 2 contains 136483 members 
Entering Unmasked Estep 
Score: -36331752.000000 Penalty: 6225.124512
	Iteration 3Q: 3 clusters Score -3.633175e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148992 members 
Mstep: Class 2 contains 133288 members 
Entering Unmasked Estep 
Score: -36333784.000000 Penalty: 6225.124512
	Iteration 4Q: 3 clusters Score -3.633378e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153854 members 
Mstep: Class 2 contains 128426 members 
Entering Unmasked Estep 
Score: -36336936.000000 Penalty: 6225.124512
	Iteration 5Q: 3 clusters Score -3.633694e+07 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161067 members 
Mstep: Class 2 contains 121213 members 
Entering Unmasked Estep 
Score: -36341676.000000 Penalty: 6225.124512
	Iteration 6Q: 3 clusters Score -3.634168e+07 nChanged 14230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171025 members 
Mstep: Class 2 contains 111255 members 
Entering Unmasked Estep 
Score: -36348980.000000 Penalty: 6225.124512
	Iteration 7F: 3 clusters Score -3.634898e+07 nChanged 16801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182730 members 
Mstep: Class 2 contains 99550 members 
Entering Unmasked Estep 
Score: -36358920.000000 Penalty: 6225.124512
	Iteration 8F: 3 clusters Score -3.635892e+07 nChanged 17887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194001 members 
Mstep: Class 2 contains 88279 members 
Entering Unmasked Estep 
Score: -36371260.000000 Penalty: 6225.124512
	Iteration 9F: 3 clusters Score -3.637126e+07 nChanged 16668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201961 members 
Mstep: Class 2 contains 80319 members 
Entering Unmasked Estep 
Score: -36382060.000000 Penalty: 6225.124512
	Iteration 10F: 3 clusters Score -3.638206e+07 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206384 members 
Mstep: Class 2 contains 75896 members 
Entering Unmasked Estep 
Score: -36387300.000000 Penalty: 6225.124512
	Iteration 11Q: 3 clusters Score -3.63873e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209159 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -36388920.000000 Penalty: 6225.124512
	Iteration 12Q: 3 clusters Score -3.638892e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211316 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -36389500.000000 Penalty: 6225.124512
	Iteration 13Q: 3 clusters Score -3.63895e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213149 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -36389864.000000 Penalty: 6225.124512
	Iteration 14Q: 3 clusters Score -3.638986e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214782 members 
Mstep: Class 2 contains 67498 members 
Entering Unmasked Estep 
Score: -36390264.000000 Penalty: 6225.124512
	Iteration 15Q: 3 clusters Score -3.639026e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216221 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -36390552.000000 Penalty: 6225.124512
	Iteration 16Q: 3 clusters Score -3.639055e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217605 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -36390952.000000 Penalty: 6225.124512
	Iteration 17Q: 3 clusters Score -3.639095e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218902 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -36391020.000000 Penalty: 6225.124512
	Iteration 18Q: 3 clusters Score -3.639102e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220093 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -36391252.000000 Penalty: 6225.124512
	Iteration 19Q: 3 clusters Score -3.639125e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221163 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -36391368.000000 Penalty: 6225.124512
	Iteration 20F: 3 clusters Score -3.639137e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222235 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -36391360.000000 Penalty: 6225.124512
	Iteration 21Q: 3 clusters Score -3.639136e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223249 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -36391664.000000 Penalty: 6225.124512
	Iteration 22Q: 3 clusters Score -3.639166e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224239 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -36391740.000000 Penalty: 6225.124512
	Iteration 23Q: 3 clusters Score -3.639174e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225101 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -36391876.000000 Penalty: 6225.124512
	Iteration 24Q: 3 clusters Score -3.639188e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225880 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -36391840.000000 Penalty: 6225.124512
	Iteration 25Q: 3 clusters Score -3.639184e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226677 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -36392028.000000 Penalty: 6225.124512
	Iteration 26Q: 3 clusters Score -3.639203e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227446 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -36392136.000000 Penalty: 6225.124512
	Iteration 27Q: 3 clusters Score -3.639214e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228215 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -36392276.000000 Penalty: 6225.124512
	Iteration 28Q: 3 clusters Score -3.639228e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228966 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -36392372.000000 Penalty: 6225.124512
	Iteration 29Q: 3 clusters Score -3.639237e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229668 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -36392404.000000 Penalty: 6225.124512
	Iteration 30Q: 3 clusters Score -3.63924e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230317 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -36392504.000000 Penalty: 6225.124512
	Iteration 31Q: 3 clusters Score -3.63925e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230962 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -36392636.000000 Penalty: 6225.124512
	Iteration 32Q: 3 clusters Score -3.639264e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231633 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -36392876.000000 Penalty: 6225.124512
	Iteration 33Q: 3 clusters Score -3.639288e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232283 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -36393008.000000 Penalty: 6225.124512
	Iteration 34Q: 3 clusters Score -3.639301e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232931 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -36393268.000000 Penalty: 6225.124512
	Iteration 35Q: 3 clusters Score -3.639327e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233561 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -36393456.000000 Penalty: 6225.124512
	Iteration 36Q: 3 clusters Score -3.639346e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234201 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -36393612.000000 Penalty: 6225.124512
	Iteration 37Q: 3 clusters Score -3.639361e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234844 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -36393804.000000 Penalty: 6225.124512
	Iteration 38Q: 3 clusters Score -3.63938e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235523 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -36394048.000000 Penalty: 6225.124512
	Iteration 39Q: 3 clusters Score -3.639405e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236165 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -36394228.000000 Penalty: 6225.124512
	Iteration 40F: 3 clusters Score -3.639423e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236862 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -36394448.000000 Penalty: 6225.124512
	Iteration 41Q: 3 clusters Score -3.639445e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237529 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -36394624.000000 Penalty: 6225.124512
	Iteration 42Q: 3 clusters Score -3.639462e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238201 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -36394808.000000 Penalty: 6225.124512
	Iteration 43Q: 3 clusters Score -3.639481e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238914 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -36394820.000000 Penalty: 6225.124512
	Iteration 44Q: 3 clusters Score -3.639482e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239645 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -36394904.000000 Penalty: 6225.124512
	Iteration 45Q: 3 clusters Score -3.63949e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240348 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -36395012.000000 Penalty: 6225.124512
	Iteration 46Q: 3 clusters Score -3.639501e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241046 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -36395168.000000 Penalty: 6225.124512
	Iteration 47Q: 3 clusters Score -3.639517e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241749 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -36395348.000000 Penalty: 6225.124512
	Iteration 48Q: 3 clusters Score -3.639535e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242529 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -36395612.000000 Penalty: 6225.124512
	Iteration 49Q: 3 clusters Score -3.639561e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243326 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -36395900.000000 Penalty: 6225.124512
	Iteration 50Q: 3 clusters Score -3.63959e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244100 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -36396136.000000 Penalty: 6225.124512
	Iteration 51Q: 3 clusters Score -3.639614e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244900 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -36396416.000000 Penalty: 6225.124512
	Iteration 52Q: 3 clusters Score -3.639642e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245762 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -36396796.000000 Penalty: 6225.124512
	Iteration 53Q: 3 clusters Score -3.63968e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246643 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -36396932.000000 Penalty: 6225.124512
	Iteration 54Q: 3 clusters Score -3.639693e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247549 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -36397208.000000 Penalty: 6225.124512
	Iteration 55Q: 3 clusters Score -3.639721e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248498 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -36397540.000000 Penalty: 6225.124512
	Iteration 56Q: 3 clusters Score -3.639754e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249468 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -36397672.000000 Penalty: 6225.124512
	Iteration 57Q: 3 clusters Score -3.639767e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250429 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -36397916.000000 Penalty: 6225.124512
	Iteration 58Q: 3 clusters Score -3.639792e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251399 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -36398256.000000 Penalty: 6225.124512
	Iteration 59Q: 3 clusters Score -3.639826e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252382 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -36398872.000000 Penalty: 6225.124512
	Iteration 60F: 3 clusters Score -3.639887e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253394 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -36399300.000000 Penalty: 6225.124512
	Iteration 61Q: 3 clusters Score -3.63993e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254473 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -36399684.000000 Penalty: 6225.124512
	Iteration 62Q: 3 clusters Score -3.639968e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255536 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -36400096.000000 Penalty: 6225.124512
	Iteration 63Q: 3 clusters Score -3.64001e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256654 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -36400640.000000 Penalty: 6225.124512
	Iteration 64Q: 3 clusters Score -3.640064e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257804 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -36401140.000000 Penalty: 6225.124512
	Iteration 65Q: 3 clusters Score -3.640114e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258992 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -36401940.000000 Penalty: 6225.124512
	Iteration 66Q: 3 clusters Score -3.640194e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260136 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -36402432.000000 Penalty: 6225.124512
	Iteration 67Q: 3 clusters Score -3.640243e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261266 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -36402976.000000 Penalty: 6225.124512
	Iteration 68Q: 3 clusters Score -3.640298e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262408 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -36403472.000000 Penalty: 6225.124512
	Iteration 69Q: 3 clusters Score -3.640347e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263493 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -36404128.000000 Penalty: 6225.124512
	Iteration 70Q: 3 clusters Score -3.640413e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264615 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -36404656.000000 Penalty: 6225.124512
	Iteration 71Q: 3 clusters Score -3.640466e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265693 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -36405300.000000 Penalty: 6225.124512
	Iteration 72Q: 3 clusters Score -3.64053e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266740 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -36405812.000000 Penalty: 6225.124512
	Iteration 73Q: 3 clusters Score -3.640581e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267773 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -36406316.000000 Penalty: 6225.124512
	Iteration 74Q: 3 clusters Score -3.640632e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268781 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -36406820.000000 Penalty: 6225.124512
	Iteration 75Q: 3 clusters Score -3.640682e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269757 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -36407472.000000 Penalty: 6225.124512
	Iteration 76Q: 3 clusters Score -3.640747e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270648 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -36407972.000000 Penalty: 6225.124512
	Iteration 77Q: 3 clusters Score -3.640797e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271494 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -36408440.000000 Penalty: 6225.124512
	Iteration 78Q: 3 clusters Score -3.640844e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272282 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -36408932.000000 Penalty: 6225.124512
	Iteration 79Q: 3 clusters Score -3.640893e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273055 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -36409416.000000 Penalty: 6225.124512
	Iteration 80F: 3 clusters Score -3.640942e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273760 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -36409792.000000 Penalty: 6225.124512
	Iteration 81Q: 3 clusters Score -3.640979e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274424 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -36410152.000000 Penalty: 6225.124512
	Iteration 82Q: 3 clusters Score -3.641015e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275057 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -36410628.000000 Penalty: 6225.124512
	Iteration 83Q: 3 clusters Score -3.641063e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275649 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -36411096.000000 Penalty: 6225.124512
	Iteration 84Q: 3 clusters Score -3.64111e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276172 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -36411476.000000 Penalty: 6225.124512
	Iteration 85Q: 3 clusters Score -3.641148e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276674 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -36411776.000000 Penalty: 6225.124512
	Iteration 86Q: 3 clusters Score -3.641178e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277150 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -36412020.000000 Penalty: 6225.124512
	Iteration 87Q: 3 clusters Score -3.641202e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277593 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -36412352.000000 Penalty: 6225.124512
	Iteration 88Q: 3 clusters Score -3.641235e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277975 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -36412656.000000 Penalty: 6225.124512
	Iteration 89Q: 3 clusters Score -3.641266e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278291 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -36412888.000000 Penalty: 6225.124512
	Iteration 90Q: 3 clusters Score -3.641289e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278607 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -36413108.000000 Penalty: 6225.124512
	Iteration 91Q: 3 clusters Score -3.641311e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278895 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -36413388.000000 Penalty: 6225.124512
	Iteration 92Q: 3 clusters Score -3.641339e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279156 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -36413640.000000 Penalty: 6225.124512
	Iteration 93Q: 3 clusters Score -3.641364e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279368 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -36413808.000000 Penalty: 6225.124512
	Iteration 94Q: 3 clusters Score -3.641381e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279562 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -36413904.000000 Penalty: 6225.124512
	Iteration 95Q: 3 clusters Score -3.64139e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279730 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -36414004.000000 Penalty: 6225.124512
	Iteration 96Q: 3 clusters Score -3.6414e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279879 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -36414188.000000 Penalty: 6225.124512
	Iteration 97Q: 3 clusters Score -3.641419e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279996 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -36414296.000000 Penalty: 6225.124512
	Iteration 98Q: 3 clusters Score -3.64143e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280105 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -36414384.000000 Penalty: 6225.124512
	Iteration 99Q: 3 clusters Score -3.641438e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280202 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -36414448.000000 Penalty: 6225.124512
	Iteration 100F: 3 clusters Score -3.641445e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280283 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -36414484.000000 Penalty: 6225.124512
	Iteration 101Q: 3 clusters Score -3.641448e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280343 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -36414516.000000 Penalty: 6225.124512
	Iteration 102Q: 3 clusters Score -3.641452e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280400 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -36414536.000000 Penalty: 6225.124512
	Iteration 103Q: 3 clusters Score -3.641454e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280444 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -36414552.000000 Penalty: 6225.124512
	Iteration 104Q: 3 clusters Score -3.641455e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280492 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -36414572.000000 Penalty: 6225.124512
	Iteration 105Q: 3 clusters Score -3.641457e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280536 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -36414576.000000 Penalty: 6225.124512
	Iteration 106Q: 3 clusters Score -3.641458e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280579 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -36414628.000000 Penalty: 6225.124512
	Iteration 107Q: 3 clusters Score -3.641463e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280613 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -36414664.000000 Penalty: 6225.124512
	Iteration 108Q: 3 clusters Score -3.641466e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280643 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -36414684.000000 Penalty: 6225.124512
	Iteration 109Q: 3 clusters Score -3.641468e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280673 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -36414776.000000 Penalty: 6225.124512
	Iteration 110Q: 3 clusters Score -3.641478e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280698 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -36414816.000000 Penalty: 6225.124512
	Iteration 111Q: 3 clusters Score -3.641482e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280729 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -36414860.000000 Penalty: 6225.124512
	Iteration 112Q: 3 clusters Score -3.641486e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280756 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -36414852.000000 Penalty: 6225.124512
	Iteration 113Q: 3 clusters Score -3.641485e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280783 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -36414888.000000 Penalty: 6225.124512
	Iteration 114Q: 3 clusters Score -3.641489e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280811 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -36414892.000000 Penalty: 6225.124512
	Iteration 115Q: 3 clusters Score -3.641489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280827 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -36414880.000000 Penalty: 6225.124512
	Iteration 116Q: 3 clusters Score -3.641488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280845 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -36414908.000000 Penalty: 6225.124512
	Iteration 117Q: 3 clusters Score -3.641491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280862 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -36414944.000000 Penalty: 6225.124512
	Iteration 118Q: 3 clusters Score -3.641494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280875 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -36414968.000000 Penalty: 6225.124512
	Iteration 119Q: 3 clusters Score -3.641497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280884 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -36414988.000000 Penalty: 6225.124512
	Iteration 120F: 3 clusters Score -3.641499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280886 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -36414964.000000 Penalty: 6225.124512
	Iteration 121Q: 3 clusters Score -3.641496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280895 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -36414980.000000 Penalty: 6225.124512
	Iteration 122Q: 3 clusters Score -3.641498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280900 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -36414992.000000 Penalty: 6225.124512
	Iteration 123Q: 3 clusters Score -3.641499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280903 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -36415000.000000 Penalty: 6225.124512
	Iteration 124Q: 3 clusters Score -3.6415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280906 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -36415000.000000 Penalty: 6225.124512
	Iteration 125Q: 3 clusters Score -3.6415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280907 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -36415012.000000 Penalty: 6225.124512
	Iteration 126Q: 3 clusters Score -3.641501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280908 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -36415020.000000 Penalty: 6225.124512
	Iteration 127Q: 3 clusters Score -3.641502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280910 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -36415012.000000 Penalty: 6225.124512
	Iteration 128Q: 3 clusters Score -3.641501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280912 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -36415004.000000 Penalty: 6225.124512
	Iteration 129Q: 3 clusters Score -3.6415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280916 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -36415024.000000 Penalty: 6225.124512
	Iteration 130Q: 3 clusters Score -3.641502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280923 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -36415016.000000 Penalty: 6225.124512
	Iteration 131Q: 3 clusters Score -3.641502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280928 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -36415044.000000 Penalty: 6225.124512
	Iteration 132Q: 3 clusters Score -3.641504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280931 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -36415032.000000 Penalty: 6225.124512
	Iteration 133Q: 3 clusters Score -3.641503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280933 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -36415044.000000 Penalty: 6225.124512
	Iteration 134Q: 3 clusters Score -3.641504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280936 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -36415056.000000 Penalty: 6225.124512
	Iteration 135Q: 3 clusters Score -3.641506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280938 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -36415060.000000 Penalty: 6225.124512
	Iteration 136Q: 3 clusters Score -3.641506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280939 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -36415060.000000 Penalty: 6225.124512
	Iteration 137Q: 3 clusters Score -3.641506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280940 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -36415052.000000 Penalty: 6225.124512
	Iteration 138Q: 3 clusters Score -3.641505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280943 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -36415064.000000 Penalty: 6225.124512
	Iteration 139Q: 3 clusters Score -3.641506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280947 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -36415056.000000 Penalty: 6225.124512
	Iteration 140F: 3 clusters Score -3.641506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280950 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -36415068.000000 Penalty: 6225.124512
	Iteration 141Q: 3 clusters Score -3.641507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280951 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -36415096.000000 Penalty: 6225.124512
	Iteration 142Q: 3 clusters Score -3.64151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280953 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -36415084.000000 Penalty: 6225.124512
	Iteration 143Q: 3 clusters Score -3.641508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280953 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -36415080.000000 Penalty: 6225.124512
	Iteration 144Q: 3 clusters Score -3.641508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280955 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -36415080.000000 Penalty: 6225.124512
	Iteration 145Q: 3 clusters Score -3.641508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280958 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -36415056.000000 Penalty: 6225.124512
	Iteration 146Q: 3 clusters Score -3.641506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280963 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -36415072.000000 Penalty: 6225.124512
	Iteration 147Q: 3 clusters Score -3.641507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280969 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -36415080.000000 Penalty: 6225.124512
	Iteration 148Q: 3 clusters Score -3.641508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280972 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -36415068.000000 Penalty: 6225.124512
	Iteration 149Q: 3 clusters Score -3.641507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280979 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -36415100.000000 Penalty: 6225.124512
	Iteration 150Q: 3 clusters Score -3.64151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280985 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -36415092.000000 Penalty: 6225.124512
	Iteration 151Q: 3 clusters Score -3.641509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280986 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -36415092.000000 Penalty: 6225.124512
	Iteration 152Q: 3 clusters Score -3.641509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280986 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -36415092.000000 Penalty: 6225.124512
	Iteration 153F: 3 clusters Score -3.641509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Entering Unmasked Estep 
Score: -2322858.250000 Penalty: 2448.855957
	Iteration 0F: 2 clusters Score -2322858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2309091.750000 Penalty: 4897.711914
	Iteration 0F: 3 clusters Score -2309092 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2313791.500000 Penalty: 4897.711914
	Iteration 1F: 3 clusters Score -2313792 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2314621.750000 Penalty: 4897.711914
	Iteration 2F: 3 clusters Score -2314622 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2315494.750000 Penalty: 4897.711914
	Iteration 3F: 3 clusters Score -2315495 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2316486.500000 Penalty: 4897.711914
	Iteration 4F: 3 clusters Score -2316486 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2317377.000000 Penalty: 4897.711914
	Iteration 5F: 3 clusters Score -2317377 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2318082.750000 Penalty: 4897.711914
	Iteration 6F: 3 clusters Score -2318083 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2318603.500000 Penalty: 4897.711914
	Iteration 7Q: 3 clusters Score -2318604 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2319088.500000 Penalty: 4897.711914
	Iteration 8Q: 3 clusters Score -2319088 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2319558.000000 Penalty: 4897.711914
	Iteration 9Q: 3 clusters Score -2319558 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2319969.500000 Penalty: 4897.711914
	Iteration 10Q: 3 clusters Score -2319970 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2320308.250000 Penalty: 4897.711914
	Iteration 11Q: 3 clusters Score -2320308 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2320531.250000 Penalty: 4897.711914
	Iteration 12Q: 3 clusters Score -2320531 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2320712.750000 Penalty: 4897.711914
	Iteration 13Q: 3 clusters Score -2320713 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2320820.750000 Penalty: 4897.711914
	Iteration 14Q: 3 clusters Score -2320821 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2320894.000000 Penalty: 4897.711914
	Iteration 15Q: 3 clusters Score -2320894 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2320951.000000 Penalty: 4897.711914
	Iteration 16Q: 3 clusters Score -2320951 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2320999.000000 Penalty: 4897.711914
	Iteration 17Q: 3 clusters Score -2320999 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2321045.000000 Penalty: 4897.711914
	Iteration 18Q: 3 clusters Score -2321045 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2321065.000000 Penalty: 4897.711914
	Iteration 19Q: 3 clusters Score -2321065 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2321101.250000 Penalty: 4897.711914
	Iteration 20F: 3 clusters Score -2321101 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2321116.750000 Penalty: 4897.711914
	Iteration 21Q: 3 clusters Score -2321117 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2321140.250000 Penalty: 4897.711914
	Iteration 22Q: 3 clusters Score -2321140 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2321162.250000 Penalty: 4897.711914
	Iteration 23Q: 3 clusters Score -2321162 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2321176.750000 Penalty: 4897.711914
	Iteration 24Q: 3 clusters Score -2321177 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2321196.750000 Penalty: 4897.711914
	Iteration 25Q: 3 clusters Score -2321197 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2321214.250000 Penalty: 4897.711914
	Iteration 26Q: 3 clusters Score -2321214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2321216.500000 Penalty: 4897.711914
	Iteration 27Q: 3 clusters Score -2321216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2321225.250000 Penalty: 4897.711914
	Iteration 28Q: 3 clusters Score -2321225 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2321249.500000 Penalty: 4897.711914
	Iteration 29Q: 3 clusters Score -2321250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2321255.500000 Penalty: 4897.711914
	Iteration 30Q: 3 clusters Score -2321256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2321267.250000 Penalty: 4897.711914
	Iteration 31Q: 3 clusters Score -2321267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2321270.000000 Penalty: 4897.711914
	Iteration 32Q: 3 clusters Score -2321270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2321276.750000 Penalty: 4897.711914
	Iteration 33Q: 3 clusters Score -2321277 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2321296.000000 Penalty: 4897.711914
	Iteration 34Q: 3 clusters Score -2321296 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2321302.250000 Penalty: 4897.711914
	Iteration 35Q: 3 clusters Score -2321302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2321322.750000 Penalty: 4897.711914
	Iteration 36Q: 3 clusters Score -2321323 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2321330.500000 Penalty: 4897.711914
	Iteration 37Q: 3 clusters Score -2321330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2321327.750000 Penalty: 4897.711914
	Iteration 38Q: 3 clusters Score -2321328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2321344.500000 Penalty: 4897.711914
	Iteration 39Q: 3 clusters Score -2321344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2321361.750000 Penalty: 4897.711914
	Iteration 40F: 3 clusters Score -2321362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2321365.750000 Penalty: 4897.711914
	Iteration 41Q: 3 clusters Score -2321366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2321366.000000 Penalty: 4897.711914
	Iteration 42Q: 3 clusters Score -2321366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2321381.500000 Penalty: 4897.711914
	Iteration 43Q: 3 clusters Score -2321382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2321389.750000 Penalty: 4897.711914
	Iteration 44Q: 3 clusters Score -2321390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2321408.000000 Penalty: 4897.711914
	Iteration 45Q: 3 clusters Score -2321408 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2321433.750000 Penalty: 4897.711914
	Iteration 46Q: 3 clusters Score -2321434 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2321467.250000 Penalty: 4897.711914
	Iteration 47Q: 3 clusters Score -2321467 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2321490.250000 Penalty: 4897.711914
	Iteration 48Q: 3 clusters Score -2321490 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2321536.750000 Penalty: 4897.711914
	Iteration 49Q: 3 clusters Score -2321537 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2321589.500000 Penalty: 4897.711914
	Iteration 50Q: 3 clusters Score -2321590 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2321646.000000 Penalty: 4897.711914
	Iteration 51Q: 3 clusters Score -2321646 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2321696.750000 Penalty: 4897.711914
	Iteration 52Q: 3 clusters Score -2321697 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2321752.250000 Penalty: 4897.711914
	Iteration 53Q: 3 clusters Score -2321752 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2321799.000000 Penalty: 4897.711914
	Iteration 54Q: 3 clusters Score -2321799 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2321835.000000 Penalty: 4897.711914
	Iteration 55Q: 3 clusters Score -2321835 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2321854.250000 Penalty: 4897.711914
	Iteration 56Q: 3 clusters Score -2321854 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2321884.500000 Penalty: 4897.711914
	Iteration 57Q: 3 clusters Score -2321884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2321894.000000 Penalty: 4897.711914
	Iteration 58Q: 3 clusters Score -2321894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2321915.750000 Penalty: 4897.711914
	Iteration 59Q: 3 clusters Score -2321916 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2321932.000000 Penalty: 4897.711914
	Iteration 60F: 3 clusters Score -2321932 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2321951.750000 Penalty: 4897.711914
	Iteration 61Q: 3 clusters Score -2321952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2321965.750000 Penalty: 4897.711914
	Iteration 62Q: 3 clusters Score -2321966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2321971.250000 Penalty: 4897.711914
	Iteration 63Q: 3 clusters Score -2321971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2321978.750000 Penalty: 4897.711914
	Iteration 64Q: 3 clusters Score -2321979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2321982.500000 Penalty: 4897.711914
	Iteration 65Q: 3 clusters Score -2321982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2321988.000000 Penalty: 4897.711914
	Iteration 66Q: 3 clusters Score -2321988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2321988.250000 Penalty: 4897.711914
	Iteration 67Q: 3 clusters Score -2321988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2321993.250000 Penalty: 4897.711914
	Iteration 68Q: 3 clusters Score -2321993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2322000.250000 Penalty: 4897.711914
	Iteration 69Q: 3 clusters Score -2322000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2322004.000000 Penalty: 4897.711914
	Iteration 70Q: 3 clusters Score -2322004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2322005.250000 Penalty: 4897.711914
	Iteration 71Q: 3 clusters Score -2322005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2322002.750000 Penalty: 4897.711914
	Iteration 72Q: 3 clusters Score -2322003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2322004.000000 Penalty: 4897.711914
	Iteration 73Q: 3 clusters Score -2322004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2322006.250000 Penalty: 4897.711914
	Iteration 74Q: 3 clusters Score -2322006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2322011.250000 Penalty: 4897.711914
	Iteration 75Q: 3 clusters Score -2322011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2322014.500000 Penalty: 4897.711914
	Iteration 76Q: 3 clusters Score -2322014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2322009.000000 Penalty: 4897.711914
	Iteration 77Q: 3 clusters Score -2322009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2322012.250000 Penalty: 4897.711914
	Iteration 78Q: 3 clusters Score -2322012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2322020.000000 Penalty: 4897.711914
	Iteration 79Q: 3 clusters Score -2322020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2322021.500000 Penalty: 4897.711914
	Iteration 80F: 3 clusters Score -2322022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2322021.750000 Penalty: 4897.711914
	Iteration 81Q: 3 clusters Score -2322022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2322023.000000 Penalty: 4897.711914
	Iteration 82Q: 3 clusters Score -2322023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2322023.000000 Penalty: 4897.711914
	Iteration 83Q: 3 clusters Score -2322023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2322024.750000 Penalty: 4897.711914
	Iteration 84Q: 3 clusters Score -2322025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2322025.500000 Penalty: 4897.711914
	Iteration 85Q: 3 clusters Score -2322026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2322023.750000 Penalty: 4897.711914
	Iteration 86Q: 3 clusters Score -2322024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2322029.500000 Penalty: 4897.711914
	Iteration 87Q: 3 clusters Score -2322030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2322025.250000 Penalty: 4897.711914
	Iteration 88Q: 3 clusters Score -2322025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2322025.500000 Penalty: 4897.711914
	Iteration 89Q: 3 clusters Score -2322026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2322025.000000 Penalty: 4897.711914
	Iteration 90Q: 3 clusters Score -2322025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2322026.500000 Penalty: 4897.711914
	Iteration 91Q: 3 clusters Score -2322026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2322026.750000 Penalty: 4897.711914
	Iteration 92Q: 3 clusters Score -2322027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2322029.000000 Penalty: 4897.711914
	Iteration 93Q: 3 clusters Score -2322029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2322029.500000 Penalty: 4897.711914
	Iteration 94Q: 3 clusters Score -2322030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2322029.500000 Penalty: 4897.711914
	Iteration 95F: 3 clusters Score -2322030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1326317.750000 Penalty: 2308.431885
	Iteration 0F: 2 clusters Score -1326318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1318115.500000 Penalty: 4616.863770
	Iteration 0F: 3 clusters Score -1318116 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1320695.125000 Penalty: 4616.863770
	Iteration 1F: 3 clusters Score -1320695 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1321173.375000 Penalty: 4616.863770
	Iteration 2F: 3 clusters Score -1321173 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1321681.125000 Penalty: 4616.863770
	Iteration 3F: 3 clusters Score -1321681 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1322346.875000 Penalty: 4616.863770
	Iteration 4F: 3 clusters Score -1322347 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1323135.875000 Penalty: 4616.863770
	Iteration 5F: 3 clusters Score -1323136 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1323907.875000 Penalty: 4616.863770
	Iteration 6F: 3 clusters Score -1323908 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1324468.250000 Penalty: 4616.863770
	Iteration 7F: 3 clusters Score -1324468 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1324869.125000 Penalty: 4616.863770
	Iteration 8Q: 3 clusters Score -1324869 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1325085.500000 Penalty: 4616.863770
	Iteration 9Q: 3 clusters Score -1325086 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1325246.125000 Penalty: 4616.863770
	Iteration 10Q: 3 clusters Score -1325246 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1325360.500000 Penalty: 4616.863770
	Iteration 11Q: 3 clusters Score -1325360 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1325479.125000 Penalty: 4616.863770
	Iteration 12Q: 3 clusters Score -1325479 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1325568.250000 Penalty: 4616.863770
	Iteration 13Q: 3 clusters Score -1325568 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1325620.500000 Penalty: 4616.863770
	Iteration 14Q: 3 clusters Score -1325620 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1325650.375000 Penalty: 4616.863770
	Iteration 15Q: 3 clusters Score -1325650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1325678.625000 Penalty: 4616.863770
	Iteration 16Q: 3 clusters Score -1325679 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1325697.250000 Penalty: 4616.863770
	Iteration 17Q: 3 clusters Score -1325697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1325710.000000 Penalty: 4616.863770
	Iteration 18Q: 3 clusters Score -1325710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1325718.500000 Penalty: 4616.863770
	Iteration 19Q: 3 clusters Score -1325718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1325727.000000 Penalty: 4616.863770
	Iteration 20F: 3 clusters Score -1325727 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1325738.125000 Penalty: 4616.863770
	Iteration 21Q: 3 clusters Score -1325738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1325746.500000 Penalty: 4616.863770
	Iteration 22Q: 3 clusters Score -1325746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1325753.125000 Penalty: 4616.863770
	Iteration 23Q: 3 clusters Score -1325753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1325760.875000 Penalty: 4616.863770
	Iteration 24Q: 3 clusters Score -1325761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1325766.625000 Penalty: 4616.863770
	Iteration 25Q: 3 clusters Score -1325767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1325771.625000 Penalty: 4616.863770
	Iteration 26Q: 3 clusters Score -1325772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1325778.625000 Penalty: 4616.863770
	Iteration 27Q: 3 clusters Score -1325779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1325782.750000 Penalty: 4616.863770
	Iteration 28Q: 3 clusters Score -1325783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1325786.000000 Penalty: 4616.863770
	Iteration 29Q: 3 clusters Score -1325786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1325792.750000 Penalty: 4616.863770
	Iteration 30Q: 3 clusters Score -1325793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1325795.125000 Penalty: 4616.863770
	Iteration 31Q: 3 clusters Score -1325795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1325799.875000 Penalty: 4616.863770
	Iteration 32Q: 3 clusters Score -1325800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1325803.125000 Penalty: 4616.863770
	Iteration 33Q: 3 clusters Score -1325803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1325808.750000 Penalty: 4616.863770
	Iteration 34Q: 3 clusters Score -1325809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1325815.500000 Penalty: 4616.863770
	Iteration 35Q: 3 clusters Score -1325816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1325817.875000 Penalty: 4616.863770
	Iteration 36Q: 3 clusters Score -1325818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1325826.250000 Penalty: 4616.863770
	Iteration 37Q: 3 clusters Score -1325826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1325828.375000 Penalty: 4616.863770
	Iteration 38Q: 3 clusters Score -1325828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1325828.125000 Penalty: 4616.863770
	Iteration 39Q: 3 clusters Score -1325828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1325832.125000 Penalty: 4616.863770
	Iteration 40F: 3 clusters Score -1325832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1325836.500000 Penalty: 4616.863770
	Iteration 41Q: 3 clusters Score -1325836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1325837.875000 Penalty: 4616.863770
	Iteration 42Q: 3 clusters Score -1325838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1325838.000000 Penalty: 4616.863770
	Iteration 43Q: 3 clusters Score -1325838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1325837.375000 Penalty: 4616.863770
	Iteration 44Q: 3 clusters Score -1325837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1325837.125000 Penalty: 4616.863770
	Iteration 45Q: 3 clusters Score -1325837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1325837.125000 Penalty: 4616.863770
	Iteration 46F: 3 clusters Score -1325837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Entering Unmasked Estep 
Score: -304352.000000 Penalty: 1971.462158
	Iteration 0F: 2 clusters Score -304352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -301225.281250 Penalty: 3942.924316
	Iteration 0F: 3 clusters Score -301225.3 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -301996.843750 Penalty: 3942.924316
	Iteration 1F: 3 clusters Score -301996.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -302356.437500 Penalty: 3942.924316
	Iteration 2F: 3 clusters Score -302356.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -302597.437500 Penalty: 3942.924316
	Iteration 3F: 3 clusters Score -302597.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -302774.875000 Penalty: 3942.924316
	Iteration 4F: 3 clusters Score -302774.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -302922.031250 Penalty: 3942.924316
	Iteration 5Q: 3 clusters Score -302922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -303049.843750 Penalty: 3942.924316
	Iteration 6Q: 3 clusters Score -303049.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -303156.281250 Penalty: 3942.924316
	Iteration 7Q: 3 clusters Score -303156.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -303241.906250 Penalty: 3942.924316
	Iteration 8Q: 3 clusters Score -303241.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -303327.562500 Penalty: 3942.924316
	Iteration 9Q: 3 clusters Score -303327.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -303402.562500 Penalty: 3942.924316
	Iteration 10Q: 3 clusters Score -303402.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -303467.843750 Penalty: 3942.924316
	Iteration 11Q: 3 clusters Score -303467.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -303509.125000 Penalty: 3942.924316
	Iteration 12Q: 3 clusters Score -303509.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -303528.750000 Penalty: 3942.924316
	Iteration 13Q: 3 clusters Score -303528.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -303549.187500 Penalty: 3942.924316
	Iteration 14Q: 3 clusters Score -303549.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -303575.093750 Penalty: 3942.924316
	Iteration 15Q: 3 clusters Score -303575.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -303599.937500 Penalty: 3942.924316
	Iteration 16Q: 3 clusters Score -303599.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -303612.468750 Penalty: 3942.924316
	Iteration 17Q: 3 clusters Score -303612.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -303625.156250 Penalty: 3942.924316
	Iteration 18Q: 3 clusters Score -303625.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -303639.718750 Penalty: 3942.924316
	Iteration 19Q: 3 clusters Score -303639.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -303641.843750 Penalty: 3942.924316
	Iteration 20F: 3 clusters Score -303641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -303644.062500 Penalty: 3942.924316
	Iteration 21Q: 3 clusters Score -303644.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -303647.218750 Penalty: 3942.924316
	Iteration 22Q: 3 clusters Score -303647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -303649.093750 Penalty: 3942.924316
	Iteration 23Q: 3 clusters Score -303649.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -303650.718750 Penalty: 3942.924316
	Iteration 24Q: 3 clusters Score -303650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -303651.031250 Penalty: 3942.924316
	Iteration 25Q: 3 clusters Score -303651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -303653.468750 Penalty: 3942.924316
	Iteration 26Q: 3 clusters Score -303653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -303655.093750 Penalty: 3942.924316
	Iteration 27Q: 3 clusters Score -303655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -303657.031250 Penalty: 3942.924316
	Iteration 28Q: 3 clusters Score -303657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -303657.750000 Penalty: 3942.924316
	Iteration 29Q: 3 clusters Score -303657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -303659.250000 Penalty: 3942.924316
	Iteration 30Q: 3 clusters Score -303659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -303660.593750 Penalty: 3942.924316
	Iteration 31Q: 3 clusters Score -303660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -303662.562500 Penalty: 3942.924316
	Iteration 32Q: 3 clusters Score -303662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -303663.468750 Penalty: 3942.924316
	Iteration 33Q: 3 clusters Score -303663.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -303668.781250 Penalty: 3942.924316
	Iteration 34Q: 3 clusters Score -303668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -303672.906250 Penalty: 3942.924316
	Iteration 35Q: 3 clusters Score -303672.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -303677.406250 Penalty: 3942.924316
	Iteration 36Q: 3 clusters Score -303677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -303681.250000 Penalty: 3942.924316
	Iteration 37Q: 3 clusters Score -303681.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -303683.312500 Penalty: 3942.924316
	Iteration 38Q: 3 clusters Score -303683.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -303684.750000 Penalty: 3942.924316
	Iteration 39Q: 3 clusters Score -303684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -303685.812500 Penalty: 3942.924316
	Iteration 40F: 3 clusters Score -303685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -303687.218750 Penalty: 3942.924316
	Iteration 41Q: 3 clusters Score -303687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -303687.968750 Penalty: 3942.924316
	Iteration 42Q: 3 clusters Score -303688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -303689.156250 Penalty: 3942.924316
	Iteration 43Q: 3 clusters Score -303689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -303689.968750 Penalty: 3942.924316
	Iteration 44Q: 3 clusters Score -303690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -303690.750000 Penalty: 3942.924316
	Iteration 45Q: 3 clusters Score -303690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -303692.406250 Penalty: 3942.924316
	Iteration 46Q: 3 clusters Score -303692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -303693.093750 Penalty: 3942.924316
	Iteration 47Q: 3 clusters Score -303693.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -303693.093750 Penalty: 3942.924316
	Iteration 48F: 3 clusters Score -303693.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Entering Unmasked Estep 
Score: -2472297.250000 Penalty: 2445.682617
	Iteration 0F: 2 clusters Score -2472297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2458816.750000 Penalty: 4891.365234
	Iteration 0F: 3 clusters Score -2458817 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2463335.250000 Penalty: 4891.365234
	Iteration 1F: 3 clusters Score -2463335 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2463835.750000 Penalty: 4891.365234
	Iteration 2F: 3 clusters Score -2463836 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2464302.500000 Penalty: 4891.365234
	Iteration 3F: 3 clusters Score -2464302 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2464782.000000 Penalty: 4891.365234
	Iteration 4Q: 3 clusters Score -2464782 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2465322.500000 Penalty: 4891.365234
	Iteration 5Q: 3 clusters Score -2465322 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2465954.750000 Penalty: 4891.365234
	Iteration 6Q: 3 clusters Score -2465955 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2466593.000000 Penalty: 4891.365234
	Iteration 7Q: 3 clusters Score -2466593 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2467227.500000 Penalty: 4891.365234
	Iteration 8Q: 3 clusters Score -2467228 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2467869.250000 Penalty: 4891.365234
	Iteration 9Q: 3 clusters Score -2467869 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2468510.250000 Penalty: 4891.365234
	Iteration 10Q: 3 clusters Score -2468510 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2469072.000000 Penalty: 4891.365234
	Iteration 11Q: 3 clusters Score -2469072 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2469439.250000 Penalty: 4891.365234
	Iteration 12Q: 3 clusters Score -2469439 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2469623.000000 Penalty: 4891.365234
	Iteration 13Q: 3 clusters Score -2469623 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2469701.750000 Penalty: 4891.365234
	Iteration 14Q: 3 clusters Score -2469702 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2469754.000000 Penalty: 4891.365234
	Iteration 15Q: 3 clusters Score -2469754 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2469784.750000 Penalty: 4891.365234
	Iteration 16Q: 3 clusters Score -2469785 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2469823.000000 Penalty: 4891.365234
	Iteration 17Q: 3 clusters Score -2469823 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2469844.500000 Penalty: 4891.365234
	Iteration 18Q: 3 clusters Score -2469844 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2469876.750000 Penalty: 4891.365234
	Iteration 19Q: 3 clusters Score -2469877 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2469887.500000 Penalty: 4891.365234
	Iteration 20F: 3 clusters Score -2469888 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2469907.500000 Penalty: 4891.365234
	Iteration 21Q: 3 clusters Score -2469908 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2469934.750000 Penalty: 4891.365234
	Iteration 22Q: 3 clusters Score -2469935 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2469958.250000 Penalty: 4891.365234
	Iteration 23Q: 3 clusters Score -2469958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2469968.750000 Penalty: 4891.365234
	Iteration 24Q: 3 clusters Score -2469969 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2469983.500000 Penalty: 4891.365234
	Iteration 25Q: 3 clusters Score -2469984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2470004.750000 Penalty: 4891.365234
	Iteration 26Q: 3 clusters Score -2470005 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2470022.000000 Penalty: 4891.365234
	Iteration 27Q: 3 clusters Score -2470022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2470039.250000 Penalty: 4891.365234
	Iteration 28Q: 3 clusters Score -2470039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2470039.250000 Penalty: 4891.365234
	Iteration 29Q: 3 clusters Score -2470039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2470054.500000 Penalty: 4891.365234
	Iteration 30Q: 3 clusters Score -2470054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2470059.250000 Penalty: 4891.365234
	Iteration 31Q: 3 clusters Score -2470059 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2470069.500000 Penalty: 4891.365234
	Iteration 32Q: 3 clusters Score -2470070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2470074.500000 Penalty: 4891.365234
	Iteration 33Q: 3 clusters Score -2470074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2470076.750000 Penalty: 4891.365234
	Iteration 34Q: 3 clusters Score -2470077 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2470087.750000 Penalty: 4891.365234
	Iteration 35Q: 3 clusters Score -2470088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2470094.500000 Penalty: 4891.365234
	Iteration 36Q: 3 clusters Score -2470094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2470104.750000 Penalty: 4891.365234
	Iteration 37Q: 3 clusters Score -2470105 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2470122.250000 Penalty: 4891.365234
	Iteration 38Q: 3 clusters Score -2470122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2470133.500000 Penalty: 4891.365234
	Iteration 39Q: 3 clusters Score -2470134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2470144.500000 Penalty: 4891.365234
	Iteration 40F: 3 clusters Score -2470144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2470159.000000 Penalty: 4891.365234
	Iteration 41Q: 3 clusters Score -2470159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2470166.250000 Penalty: 4891.365234
	Iteration 42Q: 3 clusters Score -2470166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2470173.000000 Penalty: 4891.365234
	Iteration 43Q: 3 clusters Score -2470173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2470172.000000 Penalty: 4891.365234
	Iteration 44Q: 3 clusters Score -2470172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2470183.750000 Penalty: 4891.365234
	Iteration 45Q: 3 clusters Score -2470184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2470182.500000 Penalty: 4891.365234
	Iteration 46Q: 3 clusters Score -2470182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2470186.000000 Penalty: 4891.365234
	Iteration 47Q: 3 clusters Score -2470186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2470190.750000 Penalty: 4891.365234
	Iteration 48Q: 3 clusters Score -2470191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2470196.000000 Penalty: 4891.365234
	Iteration 49Q: 3 clusters Score -2470196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2470203.250000 Penalty: 4891.365234
	Iteration 50Q: 3 clusters Score -2470203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2470211.750000 Penalty: 4891.365234
	Iteration 51Q: 3 clusters Score -2470212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2470216.250000 Penalty: 4891.365234
	Iteration 52Q: 3 clusters Score -2470216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2470224.750000 Penalty: 4891.365234
	Iteration 53Q: 3 clusters Score -2470225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2470229.750000 Penalty: 4891.365234
	Iteration 54Q: 3 clusters Score -2470230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2470236.750000 Penalty: 4891.365234
	Iteration 55Q: 3 clusters Score -2470237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2470238.250000 Penalty: 4891.365234
	Iteration 56Q: 3 clusters Score -2470238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2470252.000000 Penalty: 4891.365234
	Iteration 57Q: 3 clusters Score -2470252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2470255.000000 Penalty: 4891.365234
	Iteration 58Q: 3 clusters Score -2470255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2470264.750000 Penalty: 4891.365234
	Iteration 59Q: 3 clusters Score -2470265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2470267.500000 Penalty: 4891.365234
	Iteration 60F: 3 clusters Score -2470268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2470264.000000 Penalty: 4891.365234
	Iteration 61Q: 3 clusters Score -2470264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2470268.750000 Penalty: 4891.365234
	Iteration 62Q: 3 clusters Score -2470269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2470265.250000 Penalty: 4891.365234
	Iteration 63Q: 3 clusters Score -2470265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2470270.000000 Penalty: 4891.365234
	Iteration 64Q: 3 clusters Score -2470270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2470281.750000 Penalty: 4891.365234
	Iteration 65Q: 3 clusters Score -2470282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2470286.250000 Penalty: 4891.365234
	Iteration 66Q: 3 clusters Score -2470286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2470288.250000 Penalty: 4891.365234
	Iteration 67Q: 3 clusters Score -2470288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2470296.250000 Penalty: 4891.365234
	Iteration 68Q: 3 clusters Score -2470296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2470295.000000 Penalty: 4891.365234
	Iteration 69Q: 3 clusters Score -2470295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2470296.250000 Penalty: 4891.365234
	Iteration 70Q: 3 clusters Score -2470296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2470298.500000 Penalty: 4891.365234
	Iteration 71Q: 3 clusters Score -2470298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2470299.750000 Penalty: 4891.365234
	Iteration 72Q: 3 clusters Score -2470300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2470300.750000 Penalty: 4891.365234
	Iteration 73Q: 3 clusters Score -2470301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2470304.750000 Penalty: 4891.365234
	Iteration 74Q: 3 clusters Score -2470305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2470305.250000 Penalty: 4891.365234
	Iteration 75Q: 3 clusters Score -2470305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2470308.750000 Penalty: 4891.365234
	Iteration 76Q: 3 clusters Score -2470309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2470313.500000 Penalty: 4891.365234
	Iteration 77Q: 3 clusters Score -2470314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2470318.000000 Penalty: 4891.365234
	Iteration 78Q: 3 clusters Score -2470318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2470319.750000 Penalty: 4891.365234
	Iteration 79Q: 3 clusters Score -2470320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2470324.250000 Penalty: 4891.365234
	Iteration 80F: 3 clusters Score -2470324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2470329.500000 Penalty: 4891.365234
	Iteration 81Q: 3 clusters Score -2470330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2470329.250000 Penalty: 4891.365234
	Iteration 82Q: 3 clusters Score -2470329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2470332.000000 Penalty: 4891.365234
	Iteration 83Q: 3 clusters Score -2470332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2470334.750000 Penalty: 4891.365234
	Iteration 84Q: 3 clusters Score -2470335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2470336.000000 Penalty: 4891.365234
	Iteration 85Q: 3 clusters Score -2470336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2470335.250000 Penalty: 4891.365234
	Iteration 86Q: 3 clusters Score -2470335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2470335.500000 Penalty: 4891.365234
	Iteration 87Q: 3 clusters Score -2470336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2470339.750000 Penalty: 4891.365234
	Iteration 88Q: 3 clusters Score -2470340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2470338.500000 Penalty: 4891.365234
	Iteration 89Q: 3 clusters Score -2470338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2470342.250000 Penalty: 4891.365234
	Iteration 90Q: 3 clusters Score -2470342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2470343.250000 Penalty: 4891.365234
	Iteration 91Q: 3 clusters Score -2470343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2470347.250000 Penalty: 4891.365234
	Iteration 92Q: 3 clusters Score -2470347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2470349.250000 Penalty: 4891.365234
	Iteration 93Q: 3 clusters Score -2470349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2470352.000000 Penalty: 4891.365234
	Iteration 94Q: 3 clusters Score -2470352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2470361.000000 Penalty: 4891.365234
	Iteration 95Q: 3 clusters Score -2470361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2470362.750000 Penalty: 4891.365234
	Iteration 96Q: 3 clusters Score -2470363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2470369.500000 Penalty: 4891.365234
	Iteration 97Q: 3 clusters Score -2470370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2470369.000000 Penalty: 4891.365234
	Iteration 98Q: 3 clusters Score -2470369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2470369.500000 Penalty: 4891.365234
	Iteration 99Q: 3 clusters Score -2470370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2470373.000000 Penalty: 4891.365234
	Iteration 100F: 3 clusters Score -2470373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2470379.750000 Penalty: 4891.365234
	Iteration 101Q: 3 clusters Score -2470380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2470380.500000 Penalty: 4891.365234
	Iteration 102Q: 3 clusters Score -2470380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2470381.250000 Penalty: 4891.365234
	Iteration 103Q: 3 clusters Score -2470381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2470384.250000 Penalty: 4891.365234
	Iteration 104Q: 3 clusters Score -2470384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2470387.000000 Penalty: 4891.365234
	Iteration 105Q: 3 clusters Score -2470387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2470390.000000 Penalty: 4891.365234
	Iteration 106Q: 3 clusters Score -2470390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2470390.250000 Penalty: 4891.365234
	Iteration 107Q: 3 clusters Score -2470390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2470393.750000 Penalty: 4891.365234
	Iteration 108Q: 3 clusters Score -2470394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2470397.000000 Penalty: 4891.365234
	Iteration 109Q: 3 clusters Score -2470397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2470397.000000 Penalty: 4891.365234
	Iteration 110Q: 3 clusters Score -2470397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2470394.750000 Penalty: 4891.365234
	Iteration 111Q: 3 clusters Score -2470395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2470396.000000 Penalty: 4891.365234
	Iteration 112Q: 3 clusters Score -2470396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2470400.000000 Penalty: 4891.365234
	Iteration 113Q: 3 clusters Score -2470400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2470400.750000 Penalty: 4891.365234
	Iteration 114Q: 3 clusters Score -2470401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2470403.500000 Penalty: 4891.365234
	Iteration 115Q: 3 clusters Score -2470404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2470400.500000 Penalty: 4891.365234
	Iteration 116Q: 3 clusters Score -2470400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2470400.500000 Penalty: 4891.365234
	Iteration 117F: 3 clusters Score -2470400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Entering Unmasked Estep 
Score: -967200.750000 Penalty: 2230.061768
	Iteration 0F: 2 clusters Score -967200.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -960751.312500 Penalty: 4460.123535
	Iteration 0F: 3 clusters Score -960751.3 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -962522.312500 Penalty: 4460.123535
	Iteration 1F: 3 clusters Score -962522.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -962864.062500 Penalty: 4460.123535
	Iteration 2F: 3 clusters Score -962864.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -963137.375000 Penalty: 4460.123535
	Iteration 3F: 3 clusters Score -963137.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -963350.000000 Penalty: 4460.123535
	Iteration 4Q: 3 clusters Score -963350 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -963536.750000 Penalty: 4460.123535
	Iteration 5Q: 3 clusters Score -963536.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -963726.875000 Penalty: 4460.123535
	Iteration 6Q: 3 clusters Score -963726.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -963941.312500 Penalty: 4460.123535
	Iteration 7Q: 3 clusters Score -963941.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -964148.250000 Penalty: 4460.123535
	Iteration 8Q: 3 clusters Score -964148.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -964326.625000 Penalty: 4460.123535
	Iteration 9Q: 3 clusters Score -964326.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -964491.812500 Penalty: 4460.123535
	Iteration 10Q: 3 clusters Score -964491.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -964658.562500 Penalty: 4460.123535
	Iteration 11Q: 3 clusters Score -964658.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -964815.250000 Penalty: 4460.123535
	Iteration 12Q: 3 clusters Score -964815.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -964973.125000 Penalty: 4460.123535
	Iteration 13Q: 3 clusters Score -964973.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -965113.875000 Penalty: 4460.123535
	Iteration 14Q: 3 clusters Score -965113.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -965231.687500 Penalty: 4460.123535
	Iteration 15Q: 3 clusters Score -965231.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -965344.500000 Penalty: 4460.123535
	Iteration 16Q: 3 clusters Score -965344.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -965455.062500 Penalty: 4460.123535
	Iteration 17Q: 3 clusters Score -965455.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -965534.875000 Penalty: 4460.123535
	Iteration 18Q: 3 clusters Score -965534.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -965595.125000 Penalty: 4460.123535
	Iteration 19Q: 3 clusters Score -965595.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -965645.312500 Penalty: 4460.123535
	Iteration 20F: 3 clusters Score -965645.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -965688.500000 Penalty: 4460.123535
	Iteration 21Q: 3 clusters Score -965688.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -965729.500000 Penalty: 4460.123535
	Iteration 22Q: 3 clusters Score -965729.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -965765.187500 Penalty: 4460.123535
	Iteration 23Q: 3 clusters Score -965765.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -965791.812500 Penalty: 4460.123535
	Iteration 24Q: 3 clusters Score -965791.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -965810.125000 Penalty: 4460.123535
	Iteration 25Q: 3 clusters Score -965810.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -965833.312500 Penalty: 4460.123535
	Iteration 26Q: 3 clusters Score -965833.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -965849.875000 Penalty: 4460.123535
	Iteration 27Q: 3 clusters Score -965849.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -965866.750000 Penalty: 4460.123535
	Iteration 28Q: 3 clusters Score -965866.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -965876.562500 Penalty: 4460.123535
	Iteration 29Q: 3 clusters Score -965876.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -965885.500000 Penalty: 4460.123535
	Iteration 30Q: 3 clusters Score -965885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -965890.687500 Penalty: 4460.123535
	Iteration 31Q: 3 clusters Score -965890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -965892.750000 Penalty: 4460.123535
	Iteration 32Q: 3 clusters Score -965892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -965893.500000 Penalty: 4460.123535
	Iteration 33Q: 3 clusters Score -965893.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -965893.500000 Penalty: 4460.123535
	Iteration 34F: 3 clusters Score -965893.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Entering Unmasked Estep 
Score: -636312.312500 Penalty: 2137.876953
	Iteration 0F: 2 clusters Score -636312.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -631473.687500 Penalty: 4275.753906
	Iteration 0F: 3 clusters Score -631473.7 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -632880.437500 Penalty: 4275.753906
	Iteration 1F: 3 clusters Score -632880.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -633187.312500 Penalty: 4275.753906
	Iteration 2F: 3 clusters Score -633187.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -633382.500000 Penalty: 4275.753906
	Iteration 3F: 3 clusters Score -633382.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -633516.875000 Penalty: 4275.753906
	Iteration 4Q: 3 clusters Score -633516.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -633636.625000 Penalty: 4275.753906
	Iteration 5Q: 3 clusters Score -633636.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -633760.687500 Penalty: 4275.753906
	Iteration 6Q: 3 clusters Score -633760.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -633878.187500 Penalty: 4275.753906
	Iteration 7Q: 3 clusters Score -633878.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -634003.750000 Penalty: 4275.753906
	Iteration 8Q: 3 clusters Score -634003.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -634121.375000 Penalty: 4275.753906
	Iteration 9Q: 3 clusters Score -634121.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -634233.625000 Penalty: 4275.753906
	Iteration 10Q: 3 clusters Score -634233.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -634347.625000 Penalty: 4275.753906
	Iteration 11Q: 3 clusters Score -634347.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -634461.625000 Penalty: 4275.753906
	Iteration 12Q: 3 clusters Score -634461.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -634554.437500 Penalty: 4275.753906
	Iteration 13Q: 3 clusters Score -634554.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -634632.937500 Penalty: 4275.753906
	Iteration 14Q: 3 clusters Score -634632.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -634687.625000 Penalty: 4275.753906
	Iteration 15Q: 3 clusters Score -634687.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -634733.000000 Penalty: 4275.753906
	Iteration 16Q: 3 clusters Score -634733 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -634772.062500 Penalty: 4275.753906
	Iteration 17Q: 3 clusters Score -634772.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -634808.687500 Penalty: 4275.753906
	Iteration 18Q: 3 clusters Score -634808.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -634831.437500 Penalty: 4275.753906
	Iteration 19Q: 3 clusters Score -634831.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -634848.187500 Penalty: 4275.753906
	Iteration 20F: 3 clusters Score -634848.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -634860.000000 Penalty: 4275.753906
	Iteration 21Q: 3 clusters Score -634860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -634873.812500 Penalty: 4275.753906
	Iteration 22Q: 3 clusters Score -634873.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -634897.750000 Penalty: 4275.753906
	Iteration 23Q: 3 clusters Score -634897.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -634911.937500 Penalty: 4275.753906
	Iteration 24Q: 3 clusters Score -634911.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -634927.062500 Penalty: 4275.753906
	Iteration 25Q: 3 clusters Score -634927.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -634939.312500 Penalty: 4275.753906
	Iteration 26Q: 3 clusters Score -634939.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -634952.687500 Penalty: 4275.753906
	Iteration 27Q: 3 clusters Score -634952.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -634962.250000 Penalty: 4275.753906
	Iteration 28Q: 3 clusters Score -634962.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -634969.000000 Penalty: 4275.753906
	Iteration 29Q: 3 clusters Score -634969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -634974.062500 Penalty: 4275.753906
	Iteration 30Q: 3 clusters Score -634974.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -634977.187500 Penalty: 4275.753906
	Iteration 31Q: 3 clusters Score -634977.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -634981.687500 Penalty: 4275.753906
	Iteration 32Q: 3 clusters Score -634981.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -634984.125000 Penalty: 4275.753906
	Iteration 33Q: 3 clusters Score -634984.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -634987.750000 Penalty: 4275.753906
	Iteration 34Q: 3 clusters Score -634987.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -634992.687500 Penalty: 4275.753906
	Iteration 35Q: 3 clusters Score -634992.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -634995.437500 Penalty: 4275.753906
	Iteration 36Q: 3 clusters Score -634995.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -634996.437500 Penalty: 4275.753906
	Iteration 37Q: 3 clusters Score -634996.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -634997.812500 Penalty: 4275.753906
	Iteration 38Q: 3 clusters Score -634997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -635001.562500 Penalty: 4275.753906
	Iteration 39Q: 3 clusters Score -635001.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -635004.375000 Penalty: 4275.753906
	Iteration 40F: 3 clusters Score -635004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -635004.625000 Penalty: 4275.753906
	Iteration 41Q: 3 clusters Score -635004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -635003.687500 Penalty: 4275.753906
	Iteration 42Q: 3 clusters Score -635003.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -635003.687500 Penalty: 4275.753906
	Iteration 43F: 3 clusters Score -635003.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Entering Unmasked Estep 
Score: -4295940.000000 Penalty: 2588.926758
	Iteration 0F: 2 clusters Score -4295940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4272645.500000 Penalty: 5177.853516
	Iteration 0F: 3 clusters Score -4272646 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4282070.500000 Penalty: 5177.853516
	Iteration 1F: 3 clusters Score -4282070 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4283444.000000 Penalty: 5177.853516
	Iteration 2F: 3 clusters Score -4283444 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4284873.500000 Penalty: 5177.853516
	Iteration 3F: 3 clusters Score -4284874 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4286477.500000 Penalty: 5177.853516
	Iteration 4F: 3 clusters Score -4286478 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4287704.000000 Penalty: 5177.853516
	Iteration 5F: 3 clusters Score -4287704 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -4288503.000000 Penalty: 5177.853516
	Iteration 6F: 3 clusters Score -4288503 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -4288967.000000 Penalty: 5177.853516
	Iteration 7Q: 3 clusters Score -4288967 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -4289386.500000 Penalty: 5177.853516
	Iteration 8Q: 3 clusters Score -4289386 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4289836.000000 Penalty: 5177.853516
	Iteration 9Q: 3 clusters Score -4289836 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -4290282.000000 Penalty: 5177.853516
	Iteration 10Q: 3 clusters Score -4290282 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -4290615.000000 Penalty: 5177.853516
	Iteration 11Q: 3 clusters Score -4290615 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -4290925.500000 Penalty: 5177.853516
	Iteration 12Q: 3 clusters Score -4290926 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -4291175.000000 Penalty: 5177.853516
	Iteration 13Q: 3 clusters Score -4291175 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -4291418.500000 Penalty: 5177.853516
	Iteration 14Q: 3 clusters Score -4291418 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -4291686.500000 Penalty: 5177.853516
	Iteration 15Q: 3 clusters Score -4291686 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -4291947.500000 Penalty: 5177.853516
	Iteration 16Q: 3 clusters Score -4291948 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -4292207.000000 Penalty: 5177.853516
	Iteration 17Q: 3 clusters Score -4292207 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4292381.000000 Penalty: 5177.853516
	Iteration 18Q: 3 clusters Score -4292381 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -4292577.000000 Penalty: 5177.853516
	Iteration 19Q: 3 clusters Score -4292577 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -4292716.000000 Penalty: 5177.853516
	Iteration 20F: 3 clusters Score -4292716 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -4292823.000000 Penalty: 5177.853516
	Iteration 21Q: 3 clusters Score -4292823 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -4292906.000000 Penalty: 5177.853516
	Iteration 22Q: 3 clusters Score -4292906 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -4292957.000000 Penalty: 5177.853516
	Iteration 23Q: 3 clusters Score -4292957 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -4293011.500000 Penalty: 5177.853516
	Iteration 24Q: 3 clusters Score -4293012 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -4293055.000000 Penalty: 5177.853516
	Iteration 25Q: 3 clusters Score -4293055 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -4293103.000000 Penalty: 5177.853516
	Iteration 26Q: 3 clusters Score -4293103 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -4293127.500000 Penalty: 5177.853516
	Iteration 27Q: 3 clusters Score -4293128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -4293130.000000 Penalty: 5177.853516
	Iteration 28Q: 3 clusters Score -4293130 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -4293145.000000 Penalty: 5177.853516
	Iteration 29Q: 3 clusters Score -4293145 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -4293162.000000 Penalty: 5177.853516
	Iteration 30Q: 3 clusters Score -4293162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -4293157.000000 Penalty: 5177.853516
	Iteration 31Q: 3 clusters Score -4293157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -4293166.500000 Penalty: 5177.853516
	Iteration 32Q: 3 clusters Score -4293166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -4293185.000000 Penalty: 5177.853516
	Iteration 33Q: 3 clusters Score -4293185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4293178.000000 Penalty: 5177.853516
	Iteration 34Q: 3 clusters Score -4293178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -4293185.500000 Penalty: 5177.853516
	Iteration 35Q: 3 clusters Score -4293186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -4293193.000000 Penalty: 5177.853516
	Iteration 36Q: 3 clusters Score -4293193 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -4293195.000000 Penalty: 5177.853516
	Iteration 37Q: 3 clusters Score -4293195 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -4293209.000000 Penalty: 5177.853516
	Iteration 38Q: 3 clusters Score -4293209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -4293224.000000 Penalty: 5177.853516
	Iteration 39Q: 3 clusters Score -4293224 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -4293233.500000 Penalty: 5177.853516
	Iteration 40F: 3 clusters Score -4293234 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -4293244.000000 Penalty: 5177.853516
	Iteration 41Q: 3 clusters Score -4293244 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -4293274.000000 Penalty: 5177.853516
	Iteration 42Q: 3 clusters Score -4293274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -4293291.000000 Penalty: 5177.853516
	Iteration 43Q: 3 clusters Score -4293291 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -4293303.000000 Penalty: 5177.853516
	Iteration 44Q: 3 clusters Score -4293303 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -4293316.500000 Penalty: 5177.853516
	Iteration 45Q: 3 clusters Score -4293316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -4293318.500000 Penalty: 5177.853516
	Iteration 46Q: 3 clusters Score -4293318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -4293322.500000 Penalty: 5177.853516
	Iteration 47Q: 3 clusters Score -4293322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -4293333.000000 Penalty: 5177.853516
	Iteration 48Q: 3 clusters Score -4293333 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -4293355.000000 Penalty: 5177.853516
	Iteration 49Q: 3 clusters Score -4293355 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -4293377.000000 Penalty: 5177.853516
	Iteration 50Q: 3 clusters Score -4293377 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -4293407.000000 Penalty: 5177.853516
	Iteration 51Q: 3 clusters Score -4293407 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -4293438.500000 Penalty: 5177.853516
	Iteration 52Q: 3 clusters Score -4293438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -4293450.500000 Penalty: 5177.853516
	Iteration 53Q: 3 clusters Score -4293450 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4293469.000000 Penalty: 5177.853516
	Iteration 54Q: 3 clusters Score -4293469 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -4293493.000000 Penalty: 5177.853516
	Iteration 55Q: 3 clusters Score -4293493 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4293523.000000 Penalty: 5177.853516
	Iteration 56Q: 3 clusters Score -4293523 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -4293553.500000 Penalty: 5177.853516
	Iteration 57Q: 3 clusters Score -4293554 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -4293560.500000 Penalty: 5177.853516
	Iteration 58Q: 3 clusters Score -4293560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4293571.500000 Penalty: 5177.853516
	Iteration 59Q: 3 clusters Score -4293572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4293591.000000 Penalty: 5177.853516
	Iteration 60F: 3 clusters Score -4293591 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4293605.500000 Penalty: 5177.853516
	Iteration 61Q: 3 clusters Score -4293606 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4293620.500000 Penalty: 5177.853516
	Iteration 62Q: 3 clusters Score -4293620 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -4293637.500000 Penalty: 5177.853516
	Iteration 63Q: 3 clusters Score -4293638 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4293677.000000 Penalty: 5177.853516
	Iteration 64Q: 3 clusters Score -4293677 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -4293690.000000 Penalty: 5177.853516
	Iteration 65Q: 3 clusters Score -4293690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4293723.500000 Penalty: 5177.853516
	Iteration 66Q: 3 clusters Score -4293724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4293747.500000 Penalty: 5177.853516
	Iteration 67Q: 3 clusters Score -4293748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4293764.000000 Penalty: 5177.853516
	Iteration 68Q: 3 clusters Score -4293764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4293792.500000 Penalty: 5177.853516
	Iteration 69Q: 3 clusters Score -4293792 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -4293826.000000 Penalty: 5177.853516
	Iteration 70Q: 3 clusters Score -4293826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -4293867.000000 Penalty: 5177.853516
	Iteration 71Q: 3 clusters Score -4293867 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4293891.500000 Penalty: 5177.853516
	Iteration 72Q: 3 clusters Score -4293892 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -4293927.000000 Penalty: 5177.853516
	Iteration 73Q: 3 clusters Score -4293927 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -4293937.000000 Penalty: 5177.853516
	Iteration 74Q: 3 clusters Score -4293937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -4293948.500000 Penalty: 5177.853516
	Iteration 75Q: 3 clusters Score -4293948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -4293964.000000 Penalty: 5177.853516
	Iteration 76Q: 3 clusters Score -4293964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -4293994.500000 Penalty: 5177.853516
	Iteration 77Q: 3 clusters Score -4293994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -4294019.500000 Penalty: 5177.853516
	Iteration 78Q: 3 clusters Score -4294020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -4294035.500000 Penalty: 5177.853516
	Iteration 79Q: 3 clusters Score -4294036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -4294035.500000 Penalty: 5177.853516
	Iteration 80F: 3 clusters Score -4294036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4294053.500000 Penalty: 5177.853516
	Iteration 81Q: 3 clusters Score -4294054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -4294076.500000 Penalty: 5177.853516
	Iteration 82Q: 3 clusters Score -4294076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -4294091.500000 Penalty: 5177.853516
	Iteration 83Q: 3 clusters Score -4294092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -4294110.500000 Penalty: 5177.853516
	Iteration 84Q: 3 clusters Score -4294110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -4294134.500000 Penalty: 5177.853516
	Iteration 85Q: 3 clusters Score -4294134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4294149.000000 Penalty: 5177.853516
	Iteration 86Q: 3 clusters Score -4294149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -4294164.500000 Penalty: 5177.853516
	Iteration 87Q: 3 clusters Score -4294164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -4294178.000000 Penalty: 5177.853516
	Iteration 88Q: 3 clusters Score -4294178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4294182.000000 Penalty: 5177.853516
	Iteration 89Q: 3 clusters Score -4294182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4294190.000000 Penalty: 5177.853516
	Iteration 90Q: 3 clusters Score -4294190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4294198.500000 Penalty: 5177.853516
	Iteration 91Q: 3 clusters Score -4294198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -4294220.500000 Penalty: 5177.853516
	Iteration 92Q: 3 clusters Score -4294220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -4294228.500000 Penalty: 5177.853516
	Iteration 93Q: 3 clusters Score -4294228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -4294237.000000 Penalty: 5177.853516
	Iteration 94Q: 3 clusters Score -4294237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -4294241.000000 Penalty: 5177.853516
	Iteration 95Q: 3 clusters Score -4294241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4294245.000000 Penalty: 5177.853516
	Iteration 96Q: 3 clusters Score -4294245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4294246.500000 Penalty: 5177.853516
	Iteration 97Q: 3 clusters Score -4294246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -4294253.000000 Penalty: 5177.853516
	Iteration 98Q: 3 clusters Score -4294253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4294255.500000 Penalty: 5177.853516
	Iteration 99Q: 3 clusters Score -4294256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -4294254.500000 Penalty: 5177.853516
	Iteration 100F: 3 clusters Score -4294254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4294256.000000 Penalty: 5177.853516
	Iteration 101Q: 3 clusters Score -4294256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -4294265.500000 Penalty: 5177.853516
	Iteration 102Q: 3 clusters Score -4294266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4294263.500000 Penalty: 5177.853516
	Iteration 103Q: 3 clusters Score -4294264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4294265.500000 Penalty: 5177.853516
	Iteration 104Q: 3 clusters Score -4294266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -4294265.500000 Penalty: 5177.853516
	Iteration 105Q: 3 clusters Score -4294266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -4294265.500000 Penalty: 5177.853516
	Iteration 106F: 3 clusters Score -4294266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -990678.812500 Penalty: 2223.434814
	Iteration 0F: 2 clusters Score -990678.8 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 3902 members 
Entering Unmasked Estep 
Score: -984327.750000 Penalty: 4446.869629
	Iteration 0F: 3 clusters Score -984327.8 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -986030.937500 Penalty: 4446.869629
	Iteration 1F: 3 clusters Score -986030.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -986343.562500 Penalty: 4446.869629
	Iteration 2F: 3 clusters Score -986343.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -986567.437500 Penalty: 4446.869629
	Iteration 3F: 3 clusters Score -986567.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -986741.000000 Penalty: 4446.869629
	Iteration 4Q: 3 clusters Score -986741 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -986906.500000 Penalty: 4446.869629
	Iteration 5Q: 3 clusters Score -986906.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -987058.625000 Penalty: 4446.869629
	Iteration 6Q: 3 clusters Score -987058.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -987187.562500 Penalty: 4446.869629
	Iteration 7Q: 3 clusters Score -987187.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -987306.125000 Penalty: 4446.869629
	Iteration 8Q: 3 clusters Score -987306.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -987415.062500 Penalty: 4446.869629
	Iteration 9Q: 3 clusters Score -987415.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -987509.500000 Penalty: 4446.869629
	Iteration 10Q: 3 clusters Score -987509.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -987584.187500 Penalty: 4446.869629
	Iteration 11Q: 3 clusters Score -987584.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -987645.625000 Penalty: 4446.869629
	Iteration 12Q: 3 clusters Score -987645.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -987705.375000 Penalty: 4446.869629
	Iteration 13Q: 3 clusters Score -987705.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -987775.437500 Penalty: 4446.869629
	Iteration 14Q: 3 clusters Score -987775.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -987843.625000 Penalty: 4446.869629
	Iteration 15Q: 3 clusters Score -987843.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -987912.937500 Penalty: 4446.869629
	Iteration 16Q: 3 clusters Score -987912.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -987989.187500 Penalty: 4446.869629
	Iteration 17Q: 3 clusters Score -987989.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -988062.000000 Penalty: 4446.869629
	Iteration 18Q: 3 clusters Score -988062 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -988137.187500 Penalty: 4446.869629
	Iteration 19Q: 3 clusters Score -988137.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -988198.312500 Penalty: 4446.869629
	Iteration 20F: 3 clusters Score -988198.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -988247.375000 Penalty: 4446.869629
	Iteration 21Q: 3 clusters Score -988247.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -988294.437500 Penalty: 4446.869629
	Iteration 22Q: 3 clusters Score -988294.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -988331.312500 Penalty: 4446.869629
	Iteration 23Q: 3 clusters Score -988331.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -988358.937500 Penalty: 4446.869629
	Iteration 24Q: 3 clusters Score -988358.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -988389.687500 Penalty: 4446.869629
	Iteration 25Q: 3 clusters Score -988389.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -988422.500000 Penalty: 4446.869629
	Iteration 26Q: 3 clusters Score -988422.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -988453.562500 Penalty: 4446.869629
	Iteration 27Q: 3 clusters Score -988453.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -988481.000000 Penalty: 4446.869629
	Iteration 28Q: 3 clusters Score -988481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -988498.875000 Penalty: 4446.869629
	Iteration 29Q: 3 clusters Score -988498.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -988519.812500 Penalty: 4446.869629
	Iteration 30Q: 3 clusters Score -988519.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -988535.500000 Penalty: 4446.869629
	Iteration 31Q: 3 clusters Score -988535.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -988549.125000 Penalty: 4446.869629
	Iteration 32Q: 3 clusters Score -988549.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -988563.875000 Penalty: 4446.869629
	Iteration 33Q: 3 clusters Score -988563.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -988574.250000 Penalty: 4446.869629
	Iteration 34Q: 3 clusters Score -988574.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -988586.125000 Penalty: 4446.869629
	Iteration 35Q: 3 clusters Score -988586.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -988596.500000 Penalty: 4446.869629
	Iteration 36Q: 3 clusters Score -988596.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -988609.687500 Penalty: 4446.869629
	Iteration 37Q: 3 clusters Score -988609.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -988614.375000 Penalty: 4446.869629
	Iteration 38Q: 3 clusters Score -988614.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -988619.562500 Penalty: 4446.869629
	Iteration 39Q: 3 clusters Score -988619.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -988626.937500 Penalty: 4446.869629
	Iteration 40F: 3 clusters Score -988626.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -988633.187500 Penalty: 4446.869629
	Iteration 41Q: 3 clusters Score -988633.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -988635.562500 Penalty: 4446.869629
	Iteration 42Q: 3 clusters Score -988635.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -988643.812500 Penalty: 4446.869629
	Iteration 43Q: 3 clusters Score -988643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -988649.000000 Penalty: 4446.869629
	Iteration 44Q: 3 clusters Score -988649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -988652.875000 Penalty: 4446.869629
	Iteration 45Q: 3 clusters Score -988652.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -988656.750000 Penalty: 4446.869629
	Iteration 46Q: 3 clusters Score -988656.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -988661.062500 Penalty: 4446.869629
	Iteration 47Q: 3 clusters Score -988661.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -988664.562500 Penalty: 4446.869629
	Iteration 48Q: 3 clusters Score -988664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -988670.875000 Penalty: 4446.869629
	Iteration 49Q: 3 clusters Score -988670.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -988674.562500 Penalty: 4446.869629
	Iteration 50Q: 3 clusters Score -988674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -988676.687500 Penalty: 4446.869629
	Iteration 51Q: 3 clusters Score -988676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -988679.687500 Penalty: 4446.869629
	Iteration 52Q: 3 clusters Score -988679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -988680.000000 Penalty: 4446.869629
	Iteration 53Q: 3 clusters Score -988680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -988683.125000 Penalty: 4446.869629
	Iteration 54Q: 3 clusters Score -988683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -988684.187500 Penalty: 4446.869629
	Iteration 55Q: 3 clusters Score -988684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -988685.625000 Penalty: 4446.869629
	Iteration 56Q: 3 clusters Score -988685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -988688.500000 Penalty: 4446.869629
	Iteration 57Q: 3 clusters Score -988688.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -988689.875000 Penalty: 4446.869629
	Iteration 58Q: 3 clusters Score -988689.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -988693.562500 Penalty: 4446.869629
	Iteration 59Q: 3 clusters Score -988693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -988699.312500 Penalty: 4446.869629
	Iteration 60F: 3 clusters Score -988699.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -988705.437500 Penalty: 4446.869629
	Iteration 61Q: 3 clusters Score -988705.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -988711.062500 Penalty: 4446.869629
	Iteration 62Q: 3 clusters Score -988711.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -988717.375000 Penalty: 4446.869629
	Iteration 63Q: 3 clusters Score -988717.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -988723.687500 Penalty: 4446.869629
	Iteration 64Q: 3 clusters Score -988723.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -988727.687500 Penalty: 4446.869629
	Iteration 65Q: 3 clusters Score -988727.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -988732.250000 Penalty: 4446.869629
	Iteration 66Q: 3 clusters Score -988732.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -988734.437500 Penalty: 4446.869629
	Iteration 67Q: 3 clusters Score -988734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -988735.562500 Penalty: 4446.869629
	Iteration 68Q: 3 clusters Score -988735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -988735.750000 Penalty: 4446.869629
	Iteration 69Q: 3 clusters Score -988735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -988736.000000 Penalty: 4446.869629
	Iteration 70Q: 3 clusters Score -988736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -988736.000000 Penalty: 4446.869629
	Iteration 71F: 3 clusters Score -988736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Entering Unmasked Estep 
Score: -927575.437500 Penalty: 2223.687988
	Iteration 0F: 2 clusters Score -927575.4 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 3877 members 
Entering Unmasked Estep 
Score: -921268.812500 Penalty: 4447.375977
	Iteration 0F: 3 clusters Score -921268.8 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -923097.937500 Penalty: 4447.375977
	Iteration 1F: 3 clusters Score -923097.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -923448.500000 Penalty: 4447.375977
	Iteration 2F: 3 clusters Score -923448.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -923675.937500 Penalty: 4447.375977
	Iteration 3F: 3 clusters Score -923675.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -923870.812500 Penalty: 4447.375977
	Iteration 4Q: 3 clusters Score -923870.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -924048.062500 Penalty: 4447.375977
	Iteration 5Q: 3 clusters Score -924048.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -924202.562500 Penalty: 4447.375977
	Iteration 6Q: 3 clusters Score -924202.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -924361.937500 Penalty: 4447.375977
	Iteration 7Q: 3 clusters Score -924361.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -924532.312500 Penalty: 4447.375977
	Iteration 8Q: 3 clusters Score -924532.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -924708.187500 Penalty: 4447.375977
	Iteration 9Q: 3 clusters Score -924708.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -924880.500000 Penalty: 4447.375977
	Iteration 10Q: 3 clusters Score -924880.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -925020.312500 Penalty: 4447.375977
	Iteration 11Q: 3 clusters Score -925020.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -925141.312500 Penalty: 4447.375977
	Iteration 12Q: 3 clusters Score -925141.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -925265.437500 Penalty: 4447.375977
	Iteration 13Q: 3 clusters Score -925265.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -925345.812500 Penalty: 4447.375977
	Iteration 14Q: 3 clusters Score -925345.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -925415.812500 Penalty: 4447.375977
	Iteration 15Q: 3 clusters Score -925415.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -925466.875000 Penalty: 4447.375977
	Iteration 16Q: 3 clusters Score -925466.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -925509.812500 Penalty: 4447.375977
	Iteration 17Q: 3 clusters Score -925509.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -925545.062500 Penalty: 4447.375977
	Iteration 18Q: 3 clusters Score -925545.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -925565.562500 Penalty: 4447.375977
	Iteration 19Q: 3 clusters Score -925565.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -925578.312500 Penalty: 4447.375977
	Iteration 20F: 3 clusters Score -925578.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -925588.875000 Penalty: 4447.375977
	Iteration 21Q: 3 clusters Score -925588.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -925595.750000 Penalty: 4447.375977
	Iteration 22Q: 3 clusters Score -925595.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -925602.187500 Penalty: 4447.375977
	Iteration 23Q: 3 clusters Score -925602.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -925609.000000 Penalty: 4447.375977
	Iteration 24Q: 3 clusters Score -925609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -925618.687500 Penalty: 4447.375977
	Iteration 25Q: 3 clusters Score -925618.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -925621.500000 Penalty: 4447.375977
	Iteration 26Q: 3 clusters Score -925621.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -925628.437500 Penalty: 4447.375977
	Iteration 27Q: 3 clusters Score -925628.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -925633.312500 Penalty: 4447.375977
	Iteration 28Q: 3 clusters Score -925633.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -925640.750000 Penalty: 4447.375977
	Iteration 29Q: 3 clusters Score -925640.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -925643.062500 Penalty: 4447.375977
	Iteration 30Q: 3 clusters Score -925643.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -925647.187500 Penalty: 4447.375977
	Iteration 31Q: 3 clusters Score -925647.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -925651.687500 Penalty: 4447.375977
	Iteration 32Q: 3 clusters Score -925651.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -925655.687500 Penalty: 4447.375977
	Iteration 33Q: 3 clusters Score -925655.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -925661.375000 Penalty: 4447.375977
	Iteration 34Q: 3 clusters Score -925661.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -925660.937500 Penalty: 4447.375977
	Iteration 35Q: 3 clusters Score -925660.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -925662.625000 Penalty: 4447.375977
	Iteration 36Q: 3 clusters Score -925662.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -925664.312500 Penalty: 4447.375977
	Iteration 37Q: 3 clusters Score -925664.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -925666.250000 Penalty: 4447.375977
	Iteration 38Q: 3 clusters Score -925666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -925666.750000 Penalty: 4447.375977
	Iteration 39Q: 3 clusters Score -925666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -925667.375000 Penalty: 4447.375977
	Iteration 40F: 3 clusters Score -925667.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -925669.062500 Penalty: 4447.375977
	Iteration 41Q: 3 clusters Score -925669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -925670.187500 Penalty: 4447.375977
	Iteration 42Q: 3 clusters Score -925670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -925670.875000 Penalty: 4447.375977
	Iteration 43Q: 3 clusters Score -925670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -925671.625000 Penalty: 4447.375977
	Iteration 44Q: 3 clusters Score -925671.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -925670.875000 Penalty: 4447.375977
	Iteration 45Q: 3 clusters Score -925670.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -925670.875000 Penalty: 4447.375977
	Iteration 46F: 3 clusters Score -925670.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (100327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100327 members 
Entering Unmasked Estep 
Score: -12655918.000000 Penalty: 2856.015137
	Iteration 0F: 2 clusters Score -1.265592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -12588817.000000 Penalty: 5712.030273
	Iteration 0F: 3 clusters Score -1.258882e+07 nChanged 47438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -12616674.000000 Penalty: 5712.030273
	Iteration 1F: 3 clusters Score -1.261667e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -12618192.000000 Penalty: 5712.030273
	Iteration 2Q: 3 clusters Score -1.261819e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -12620359.000000 Penalty: 5712.030273
	Iteration 3F: 3 clusters Score -1.262036e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -12624061.000000 Penalty: 5712.030273
	Iteration 4F: 3 clusters Score -1.262406e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -12629227.000000 Penalty: 5712.030273
	Iteration 5F: 3 clusters Score -1.262923e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -12635655.000000 Penalty: 5712.030273
	Iteration 6F: 3 clusters Score -1.263566e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 88024 members 
Entering Unmasked Estep 
Score: -12642208.000000 Penalty: 5712.030273
	Iteration 7F: 3 clusters Score -1.264221e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -12647460.000000 Penalty: 5712.030273
	Iteration 8F: 3 clusters Score -1.264746e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 97159 members 
Entering Unmasked Estep 
Score: -12650718.000000 Penalty: 5712.030273
	Iteration 9Q: 3 clusters Score -1.265072e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 98891 members 
Entering Unmasked Estep 
Score: -12652272.000000 Penalty: 5712.030273
	Iteration 10Q: 3 clusters Score -1.265227e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 99575 members 
Entering Unmasked Estep 
Score: -12652861.000000 Penalty: 5712.030273
	Iteration 11Q: 3 clusters Score -1.265286e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -12653097.000000 Penalty: 5712.030273
	Iteration 12Q: 3 clusters Score -1.26531e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 99917 members 
Entering Unmasked Estep 
Score: -12653230.000000 Penalty: 5712.030273
	Iteration 13Q: 3 clusters Score -1.265323e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 99959 members 
Entering Unmasked Estep 
Score: -12653263.000000 Penalty: 5712.030273
	Iteration 14Q: 3 clusters Score -1.265326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 99974 members 
Entering Unmasked Estep 
Score: -12653314.000000 Penalty: 5712.030273
	Iteration 15Q: 3 clusters Score -1.265331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 99991 members 
Entering Unmasked Estep 
Score: -12653323.000000 Penalty: 5712.030273
	Iteration 16Q: 3 clusters Score -1.265332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 99998 members 
Entering Unmasked Estep 
Score: -12653322.000000 Penalty: 5712.030273
	Iteration 17Q: 3 clusters Score -1.265332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -12653354.000000 Penalty: 5712.030273
	Iteration 18Q: 3 clusters Score -1.265335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 100008 members 
Entering Unmasked Estep 
Score: -12653361.000000 Penalty: 5712.030273
	Iteration 19Q: 3 clusters Score -1.265336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -12653368.000000 Penalty: 5712.030273
	Iteration 20F: 3 clusters Score -1.265337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 100017 members 
Entering Unmasked Estep 
Score: -12653381.000000 Penalty: 5712.030273
	Iteration 21Q: 3 clusters Score -1.265338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -12653383.000000 Penalty: 5712.030273
	Iteration 22Q: 3 clusters Score -1.265338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -12653384.000000 Penalty: 5712.030273
	Iteration 23Q: 3 clusters Score -1.265338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 100022 members 
Entering Unmasked Estep 
Score: -12653397.000000 Penalty: 5712.030273
	Iteration 24Q: 3 clusters Score -1.26534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 100027 members 
Entering Unmasked Estep 
Score: -12653421.000000 Penalty: 5712.030273
	Iteration 25Q: 3 clusters Score -1.265342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 100029 members 
Entering Unmasked Estep 
Score: -12653422.000000 Penalty: 5712.030273
	Iteration 26Q: 3 clusters Score -1.265342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 100029 members 
Entering Unmasked Estep 
Score: -12653422.000000 Penalty: 5712.030273
	Iteration 27F: 3 clusters Score -1.265342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (151326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151326 members 
Entering Unmasked Estep 
Score: -19251476.000000 Penalty: 2957.943604
	Iteration 0F: 2 clusters Score -1.925148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75109 members 
Mstep: Class 2 contains 76217 members 
Entering Unmasked Estep 
Score: -19153380.000000 Penalty: 5915.887207
	Iteration 0F: 3 clusters Score -1.915338e+07 nChanged 72470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 85757 members 
Entering Unmasked Estep 
Score: -19197284.000000 Penalty: 5915.887207
	Iteration 1F: 3 clusters Score -1.919728e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 92033 members 
Entering Unmasked Estep 
Score: -19201224.000000 Penalty: 5915.887207
	Iteration 2F: 3 clusters Score -1.920122e+07 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -19208324.000000 Penalty: 5915.887207
	Iteration 3F: 3 clusters Score -1.920832e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 112159 members 
Entering Unmasked Estep 
Score: -19217958.000000 Penalty: 5915.887207
	Iteration 4F: 3 clusters Score -1.921796e+07 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 123749 members 
Entering Unmasked Estep 
Score: -19228450.000000 Penalty: 5915.887207
	Iteration 5F: 3 clusters Score -1.922845e+07 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 133410 members 
Entering Unmasked Estep 
Score: -19236684.000000 Penalty: 5915.887207
	Iteration 6F: 3 clusters Score -1.923668e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 140071 members 
Entering Unmasked Estep 
Score: -19241974.000000 Penalty: 5915.887207
	Iteration 7Q: 3 clusters Score -1.924197e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 144592 members 
Entering Unmasked Estep 
Score: -19245384.000000 Penalty: 5915.887207
	Iteration 8Q: 3 clusters Score -1.924538e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 147310 members 
Entering Unmasked Estep 
Score: -19247192.000000 Penalty: 5915.887207
	Iteration 9Q: 3 clusters Score -1.924719e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 148821 members 
Entering Unmasked Estep 
Score: -19248242.000000 Penalty: 5915.887207
	Iteration 10Q: 3 clusters Score -1.924824e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 149586 members 
Entering Unmasked Estep 
Score: -19248706.000000 Penalty: 5915.887207
	Iteration 11Q: 3 clusters Score -1.924871e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -19249074.000000 Penalty: 5915.887207
	Iteration 12Q: 3 clusters Score -1.924907e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 150212 members 
Entering Unmasked Estep 
Score: -19249318.000000 Penalty: 5915.887207
	Iteration 13Q: 3 clusters Score -1.924932e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 150303 members 
Entering Unmasked Estep 
Score: -19249478.000000 Penalty: 5915.887207
	Iteration 14Q: 3 clusters Score -1.924948e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 150324 members 
Entering Unmasked Estep 
Score: -19249638.000000 Penalty: 5915.887207
	Iteration 15Q: 3 clusters Score -1.924964e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 150334 members 
Entering Unmasked Estep 
Score: -19249780.000000 Penalty: 5915.887207
	Iteration 16Q: 3 clusters Score -1.924978e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 150324 members 
Entering Unmasked Estep 
Score: -19249940.000000 Penalty: 5915.887207
	Iteration 17Q: 3 clusters Score -1.924994e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 150301 members 
Entering Unmasked Estep 
Score: -19250080.000000 Penalty: 5915.887207
	Iteration 18Q: 3 clusters Score -1.925008e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 150250 members 
Entering Unmasked Estep 
Score: -19250200.000000 Penalty: 5915.887207
	Iteration 19Q: 3 clusters Score -1.92502e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 150203 members 
Entering Unmasked Estep 
Score: -19250372.000000 Penalty: 5915.887207
	Iteration 20F: 3 clusters Score -1.925037e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 150148 members 
Entering Unmasked Estep 
Score: -19250504.000000 Penalty: 5915.887207
	Iteration 21Q: 3 clusters Score -1.92505e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 150076 members 
Entering Unmasked Estep 
Score: -19250700.000000 Penalty: 5915.887207
	Iteration 22Q: 3 clusters Score -1.92507e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 150025 members 
Entering Unmasked Estep 
Score: -19250784.000000 Penalty: 5915.887207
	Iteration 23Q: 3 clusters Score -1.925078e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 149967 members 
Entering Unmasked Estep 
Score: -19250916.000000 Penalty: 5915.887207
	Iteration 24Q: 3 clusters Score -1.925092e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 149905 members 
Entering Unmasked Estep 
Score: -19251040.000000 Penalty: 5915.887207
	Iteration 25Q: 3 clusters Score -1.925104e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 149825 members 
Entering Unmasked Estep 
Score: -19251142.000000 Penalty: 5915.887207
	Iteration 26Q: 3 clusters Score -1.925114e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 149744 members 
Entering Unmasked Estep 
Score: -19251198.000000 Penalty: 5915.887207
	Iteration 27Q: 3 clusters Score -1.92512e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 149681 members 
Entering Unmasked Estep 
Score: -19251240.000000 Penalty: 5915.887207
	Iteration 28Q: 3 clusters Score -1.925124e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 149612 members 
Entering Unmasked Estep 
Score: -19251270.000000 Penalty: 5915.887207
	Iteration 29Q: 3 clusters Score -1.925127e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 149549 members 
Entering Unmasked Estep 
Score: -19251296.000000 Penalty: 5915.887207
	Iteration 30Q: 3 clusters Score -1.92513e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 149497 members 
Entering Unmasked Estep 
Score: -19251340.000000 Penalty: 5915.887207
	Iteration 31Q: 3 clusters Score -1.925134e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 149453 members 
Entering Unmasked Estep 
Score: -19251364.000000 Penalty: 5915.887207
	Iteration 32Q: 3 clusters Score -1.925136e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 149402 members 
Entering Unmasked Estep 
Score: -19251400.000000 Penalty: 5915.887207
	Iteration 33Q: 3 clusters Score -1.92514e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 149374 members 
Entering Unmasked Estep 
Score: -19251412.000000 Penalty: 5915.887207
	Iteration 34Q: 3 clusters Score -1.925141e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 149349 members 
Entering Unmasked Estep 
Score: -19251444.000000 Penalty: 5915.887207
	Iteration 35Q: 3 clusters Score -1.925144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 149337 members 
Entering Unmasked Estep 
Score: -19251450.000000 Penalty: 5915.887207
	Iteration 36Q: 3 clusters Score -1.925145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 149322 members 
Entering Unmasked Estep 
Score: -19251468.000000 Penalty: 5915.887207
	Iteration 37Q: 3 clusters Score -1.925147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -19251484.000000 Penalty: 5915.887207
	Iteration 38Q: 3 clusters Score -1.925148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 149298 members 
Entering Unmasked Estep 
Score: -19251478.000000 Penalty: 5915.887207
	Iteration 39Q: 3 clusters Score -1.925148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 149291 members 
Entering Unmasked Estep 
Score: -19251498.000000 Penalty: 5915.887207
	Iteration 40F: 3 clusters Score -1.92515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 149272 members 
Entering Unmasked Estep 
Score: -19251494.000000 Penalty: 5915.887207
	Iteration 41Q: 3 clusters Score -1.925149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 149254 members 
Entering Unmasked Estep 
Score: -19251510.000000 Penalty: 5915.887207
	Iteration 42Q: 3 clusters Score -1.925151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 149242 members 
Entering Unmasked Estep 
Score: -19251490.000000 Penalty: 5915.887207
	Iteration 43Q: 3 clusters Score -1.925149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 149235 members 
Entering Unmasked Estep 
Score: -19251492.000000 Penalty: 5915.887207
	Iteration 44Q: 3 clusters Score -1.925149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 149229 members 
Entering Unmasked Estep 
Score: -19251496.000000 Penalty: 5915.887207
	Iteration 45Q: 3 clusters Score -1.92515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 149223 members 
Entering Unmasked Estep 
Score: -19251508.000000 Penalty: 5915.887207
	Iteration 46Q: 3 clusters Score -1.925151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 149217 members 
Entering Unmasked Estep 
Score: -19251506.000000 Penalty: 5915.887207
	Iteration 47Q: 3 clusters Score -1.925151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 149211 members 
Entering Unmasked Estep 
Score: -19251518.000000 Penalty: 5915.887207
	Iteration 48Q: 3 clusters Score -1.925152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 149204 members 
Entering Unmasked Estep 
Score: -19251518.000000 Penalty: 5915.887207
	Iteration 49Q: 3 clusters Score -1.925152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 149197 members 
Entering Unmasked Estep 
Score: -19251508.000000 Penalty: 5915.887207
	Iteration 50Q: 3 clusters Score -1.925151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 149194 members 
Entering Unmasked Estep 
Score: -19251514.000000 Penalty: 5915.887207
	Iteration 51Q: 3 clusters Score -1.925151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 149191 members 
Entering Unmasked Estep 
Score: -19251500.000000 Penalty: 5915.887207
	Iteration 52Q: 3 clusters Score -1.92515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 149185 members 
Entering Unmasked Estep 
Score: -19251508.000000 Penalty: 5915.887207
	Iteration 53Q: 3 clusters Score -1.925151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 149180 members 
Entering Unmasked Estep 
Score: -19251508.000000 Penalty: 5915.887207
	Iteration 54Q: 3 clusters Score -1.925151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 149176 members 
Entering Unmasked Estep 
Score: -19251502.000000 Penalty: 5915.887207
	Iteration 55Q: 3 clusters Score -1.92515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 149173 members 
Entering Unmasked Estep 
Score: -19251514.000000 Penalty: 5915.887207
	Iteration 56Q: 3 clusters Score -1.925151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 149168 members 
Entering Unmasked Estep 
Score: -19251520.000000 Penalty: 5915.887207
	Iteration 57Q: 3 clusters Score -1.925152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 149165 members 
Entering Unmasked Estep 
Score: -19251526.000000 Penalty: 5915.887207
	Iteration 58Q: 3 clusters Score -1.925153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 149164 members 
Entering Unmasked Estep 
Score: -19251536.000000 Penalty: 5915.887207
	Iteration 59Q: 3 clusters Score -1.925154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 149163 members 
Entering Unmasked Estep 
Score: -19251532.000000 Penalty: 5915.887207
	Iteration 60F: 3 clusters Score -1.925153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 27736 members 
Mstep: Class 3 contains 42895 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 149212 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4680 members 
Mstep: Class 8 contains 5637 members 
Mstep: Class 9 contains 18501 members 
Mstep: Class 10 contains 282280 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11028 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 19180 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 34174 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 100327 members 
Mstep: Class 21 contains 2163 members 
Mstep: Class 22 contains 42608 members 
Mstep: Class 23 contains 121865 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20980 members 
Mstep: Class 27 contains 106103 members 
Mstep: Class 28 contains 14100 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 149163 members 
Entering Unmasked Estep 
Score: -157720720.000000 Penalty: 108024.484375
Splitting cluster 21 changes total score from -157721232.000000 to -157720720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (42608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Entering Unmasked Estep 
Score: -5183522.000000 Penalty: 2643.629883
	Iteration 0F: 2 clusters Score -5183522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -5154753.500000 Penalty: 5287.259766
	Iteration 0F: 3 clusters Score -5154754 nChanged 19490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -5165562.000000 Penalty: 5287.259766
	Iteration 1F: 3 clusters Score -5165562 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5166205.500000 Penalty: 5287.259766
	Iteration 2Q: 3 clusters Score -5166206 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -5166872.000000 Penalty: 5287.259766
	Iteration 3Q: 3 clusters Score -5166872 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -5167567.500000 Penalty: 5287.259766
	Iteration 4Q: 3 clusters Score -5167568 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -5168254.000000 Penalty: 5287.259766
	Iteration 5Q: 3 clusters Score -5168254 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -5169017.000000 Penalty: 5287.259766
	Iteration 6Q: 3 clusters Score -5169017 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -5169916.500000 Penalty: 5287.259766
	Iteration 7Q: 3 clusters Score -5169916 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -5170919.000000 Penalty: 5287.259766
	Iteration 8Q: 3 clusters Score -5170919 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -5172116.000000 Penalty: 5287.259766
	Iteration 9Q: 3 clusters Score -5172116 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -5173346.000000 Penalty: 5287.259766
	Iteration 10Q: 3 clusters Score -5173346 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -5174369.500000 Penalty: 5287.259766
	Iteration 11Q: 3 clusters Score -5174370 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -5175042.500000 Penalty: 5287.259766
	Iteration 12Q: 3 clusters Score -5175042 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -5175421.500000 Penalty: 5287.259766
	Iteration 13Q: 3 clusters Score -5175422 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -5175611.000000 Penalty: 5287.259766
	Iteration 14Q: 3 clusters Score -5175611 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -5175712.500000 Penalty: 5287.259766
	Iteration 15Q: 3 clusters Score -5175712 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -5175796.500000 Penalty: 5287.259766
	Iteration 16Q: 3 clusters Score -5175796 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -5175868.000000 Penalty: 5287.259766
	Iteration 17Q: 3 clusters Score -5175868 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -5175949.500000 Penalty: 5287.259766
	Iteration 18Q: 3 clusters Score -5175950 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -5176008.000000 Penalty: 5287.259766
	Iteration 19Q: 3 clusters Score -5176008 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -5176057.500000 Penalty: 5287.259766
	Iteration 20F: 3 clusters Score -5176058 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -5176100.500000 Penalty: 5287.259766
	Iteration 21Q: 3 clusters Score -5176100 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -5176164.000000 Penalty: 5287.259766
	Iteration 22Q: 3 clusters Score -5176164 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -5176214.500000 Penalty: 5287.259766
	Iteration 23Q: 3 clusters Score -5176214 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -5176276.500000 Penalty: 5287.259766
	Iteration 24Q: 3 clusters Score -5176276 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -5176334.000000 Penalty: 5287.259766
	Iteration 25Q: 3 clusters Score -5176334 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -5176407.000000 Penalty: 5287.259766
	Iteration 26Q: 3 clusters Score -5176407 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -5176471.500000 Penalty: 5287.259766
	Iteration 27Q: 3 clusters Score -5176472 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -5176521.500000 Penalty: 5287.259766
	Iteration 28Q: 3 clusters Score -5176522 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -5176611.500000 Penalty: 5287.259766
	Iteration 29Q: 3 clusters Score -5176612 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -5176699.500000 Penalty: 5287.259766
	Iteration 30Q: 3 clusters Score -5176700 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -5176757.500000 Penalty: 5287.259766
	Iteration 31Q: 3 clusters Score -5176758 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -5176817.500000 Penalty: 5287.259766
	Iteration 32Q: 3 clusters Score -5176818 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -5176924.500000 Penalty: 5287.259766
	Iteration 33Q: 3 clusters Score -5176924 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -5177024.000000 Penalty: 5287.259766
	Iteration 34Q: 3 clusters Score -5177024 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -5177129.000000 Penalty: 5287.259766
	Iteration 35Q: 3 clusters Score -5177129 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -5177292.500000 Penalty: 5287.259766
	Iteration 36Q: 3 clusters Score -5177292 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -5177456.500000 Penalty: 5287.259766
	Iteration 37Q: 3 clusters Score -5177456 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -5177611.000000 Penalty: 5287.259766
	Iteration 38Q: 3 clusters Score -5177611 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -5177796.000000 Penalty: 5287.259766
	Iteration 39Q: 3 clusters Score -5177796 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -5178023.000000 Penalty: 5287.259766
	Iteration 40F: 3 clusters Score -5178023 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -5178244.000000 Penalty: 5287.259766
	Iteration 41Q: 3 clusters Score -5178244 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -5178473.500000 Penalty: 5287.259766
	Iteration 42Q: 3 clusters Score -5178474 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -5178721.000000 Penalty: 5287.259766
	Iteration 43Q: 3 clusters Score -5178721 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -5178993.000000 Penalty: 5287.259766
	Iteration 44Q: 3 clusters Score -5178993 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -5179224.000000 Penalty: 5287.259766
	Iteration 45Q: 3 clusters Score -5179224 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -5179482.500000 Penalty: 5287.259766
	Iteration 46Q: 3 clusters Score -5179482 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -5179735.000000 Penalty: 5287.259766
	Iteration 47Q: 3 clusters Score -5179735 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -5179970.000000 Penalty: 5287.259766
	Iteration 48Q: 3 clusters Score -5179970 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -5180197.500000 Penalty: 5287.259766
	Iteration 49Q: 3 clusters Score -5180198 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -5180448.500000 Penalty: 5287.259766
	Iteration 50Q: 3 clusters Score -5180448 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -5180677.000000 Penalty: 5287.259766
	Iteration 51Q: 3 clusters Score -5180677 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -5180903.500000 Penalty: 5287.259766
	Iteration 52Q: 3 clusters Score -5180904 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -5181083.500000 Penalty: 5287.259766
	Iteration 53Q: 3 clusters Score -5181084 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5181245.500000 Penalty: 5287.259766
	Iteration 54Q: 3 clusters Score -5181246 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5181372.500000 Penalty: 5287.259766
	Iteration 55Q: 3 clusters Score -5181372 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5181496.500000 Penalty: 5287.259766
	Iteration 56Q: 3 clusters Score -5181496 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5181609.500000 Penalty: 5287.259766
	Iteration 57Q: 3 clusters Score -5181610 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5181667.500000 Penalty: 5287.259766
	Iteration 58Q: 3 clusters Score -5181668 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5181730.000000 Penalty: 5287.259766
	Iteration 59Q: 3 clusters Score -5181730 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5181763.000000 Penalty: 5287.259766
	Iteration 60F: 3 clusters Score -5181763 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5181797.500000 Penalty: 5287.259766
	Iteration 61Q: 3 clusters Score -5181798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5181828.500000 Penalty: 5287.259766
	Iteration 62Q: 3 clusters Score -5181828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5181849.500000 Penalty: 5287.259766
	Iteration 63Q: 3 clusters Score -5181850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5181855.500000 Penalty: 5287.259766
	Iteration 64Q: 3 clusters Score -5181856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5181870.000000 Penalty: 5287.259766
	Iteration 65Q: 3 clusters Score -5181870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5181883.000000 Penalty: 5287.259766
	Iteration 66Q: 3 clusters Score -5181883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5181890.500000 Penalty: 5287.259766
	Iteration 67Q: 3 clusters Score -5181890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5181904.000000 Penalty: 5287.259766
	Iteration 68Q: 3 clusters Score -5181904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5181919.000000 Penalty: 5287.259766
	Iteration 69Q: 3 clusters Score -5181919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5181931.500000 Penalty: 5287.259766
	Iteration 70Q: 3 clusters Score -5181932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5181923.000000 Penalty: 5287.259766
	Iteration 71Q: 3 clusters Score -5181923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5181924.000000 Penalty: 5287.259766
	Iteration 72Q: 3 clusters Score -5181924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5181932.500000 Penalty: 5287.259766
	Iteration 73Q: 3 clusters Score -5181932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5181938.500000 Penalty: 5287.259766
	Iteration 74Q: 3 clusters Score -5181938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5181934.500000 Penalty: 5287.259766
	Iteration 75Q: 3 clusters Score -5181934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5181933.500000 Penalty: 5287.259766
	Iteration 76Q: 3 clusters Score -5181934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5181936.500000 Penalty: 5287.259766
	Iteration 77Q: 3 clusters Score -5181936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5181941.500000 Penalty: 5287.259766
	Iteration 78Q: 3 clusters Score -5181942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5181936.000000 Penalty: 5287.259766
	Iteration 79Q: 3 clusters Score -5181936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5181938.000000 Penalty: 5287.259766
	Iteration 80F: 3 clusters Score -5181938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5181944.000000 Penalty: 5287.259766
	Iteration 81Q: 3 clusters Score -5181944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5181942.500000 Penalty: 5287.259766
	Iteration 82Q: 3 clusters Score -5181942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5181940.000000 Penalty: 5287.259766
	Iteration 83Q: 3 clusters Score -5181940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5181946.500000 Penalty: 5287.259766
	Iteration 84Q: 3 clusters Score -5181946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5181943.500000 Penalty: 5287.259766
	Iteration 85Q: 3 clusters Score -5181944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5181949.500000 Penalty: 5287.259766
	Iteration 86Q: 3 clusters Score -5181950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5181954.000000 Penalty: 5287.259766
	Iteration 87Q: 3 clusters Score -5181954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5181950.000000 Penalty: 5287.259766
	Iteration 88Q: 3 clusters Score -5181950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5181952.000000 Penalty: 5287.259766
	Iteration 89Q: 3 clusters Score -5181952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5181947.000000 Penalty: 5287.259766
	Iteration 90Q: 3 clusters Score -5181947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5181948.000000 Penalty: 5287.259766
	Iteration 91Q: 3 clusters Score -5181948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5181948.000000 Penalty: 5287.259766
	Iteration 92F: 3 clusters Score -5181948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (121865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121865 members 
Entering Unmasked Estep 
Score: -15666786.000000 Penalty: 2904.246094
	Iteration 0F: 2 clusters Score -1.566679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -15585657.000000 Penalty: 5808.492188
	Iteration 0F: 3 clusters Score -1.558566e+07 nChanged 57984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -15618850.000000 Penalty: 5808.492188
	Iteration 1F: 3 clusters Score -1.561885e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -15619694.000000 Penalty: 5808.492188
	Iteration 2Q: 3 clusters Score -1.561969e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -15620751.000000 Penalty: 5808.492188
	Iteration 3Q: 3 clusters Score -1.562075e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -15622139.000000 Penalty: 5808.492188
	Iteration 4Q: 3 clusters Score -1.562214e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -15623964.000000 Penalty: 5808.492188
	Iteration 5Q: 3 clusters Score -1.562396e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65069 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -15626245.000000 Penalty: 5808.492188
	Iteration 6Q: 3 clusters Score -1.562624e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -15629102.000000 Penalty: 5808.492188
	Iteration 7Q: 3 clusters Score -1.56291e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -15632523.000000 Penalty: 5808.492188
	Iteration 8F: 3 clusters Score -1.563252e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -15636237.000000 Penalty: 5808.492188
	Iteration 9F: 3 clusters Score -1.563624e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -15639749.000000 Penalty: 5808.492188
	Iteration 10F: 3 clusters Score -1.563975e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -15643240.000000 Penalty: 5808.492188
	Iteration 11F: 3 clusters Score -1.564324e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -15646434.000000 Penalty: 5808.492188
	Iteration 12Q: 3 clusters Score -1.564643e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89223 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -15649254.000000 Penalty: 5808.492188
	Iteration 13Q: 3 clusters Score -1.564925e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -15652164.000000 Penalty: 5808.492188
	Iteration 14Q: 3 clusters Score -1.565216e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97710 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -15655235.000000 Penalty: 5808.492188
	Iteration 15Q: 3 clusters Score -1.565524e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -15658412.000000 Penalty: 5808.492188
	Iteration 16Q: 3 clusters Score -1.565841e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103828 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -15661569.000000 Penalty: 5808.492188
	Iteration 17Q: 3 clusters Score -1.566157e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105391 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -15663754.000000 Penalty: 5808.492188
	Iteration 18Q: 3 clusters Score -1.566375e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -15664704.000000 Penalty: 5808.492188
	Iteration 19Q: 3 clusters Score -1.56647e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -15665191.000000 Penalty: 5808.492188
	Iteration 20F: 3 clusters Score -1.566519e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106644 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -15665474.000000 Penalty: 5808.492188
	Iteration 21Q: 3 clusters Score -1.566547e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106655 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -15665643.000000 Penalty: 5808.492188
	Iteration 22Q: 3 clusters Score -1.566564e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106574 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -15665844.000000 Penalty: 5808.492188
	Iteration 23Q: 3 clusters Score -1.566584e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106435 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -15665876.000000 Penalty: 5808.492188
	Iteration 24Q: 3 clusters Score -1.566588e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106266 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -15665931.000000 Penalty: 5808.492188
	Iteration 25Q: 3 clusters Score -1.566593e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106070 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -15666005.000000 Penalty: 5808.492188
	Iteration 26Q: 3 clusters Score -1.5666e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -15666060.000000 Penalty: 5808.492188
	Iteration 27Q: 3 clusters Score -1.566606e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105627 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -15666117.000000 Penalty: 5808.492188
	Iteration 28Q: 3 clusters Score -1.566612e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105356 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -15666184.000000 Penalty: 5808.492188
	Iteration 29Q: 3 clusters Score -1.566618e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105067 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -15666260.000000 Penalty: 5808.492188
	Iteration 30Q: 3 clusters Score -1.566626e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -15666321.000000 Penalty: 5808.492188
	Iteration 31Q: 3 clusters Score -1.566632e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104445 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -15666354.000000 Penalty: 5808.492188
	Iteration 32Q: 3 clusters Score -1.566635e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104115 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -15666397.000000 Penalty: 5808.492188
	Iteration 33Q: 3 clusters Score -1.56664e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103759 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -15666410.000000 Penalty: 5808.492188
	Iteration 34Q: 3 clusters Score -1.566641e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103390 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -15666475.000000 Penalty: 5808.492188
	Iteration 35Q: 3 clusters Score -1.566648e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103021 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -15666582.000000 Penalty: 5808.492188
	Iteration 36Q: 3 clusters Score -1.566658e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -15666667.000000 Penalty: 5808.492188
	Iteration 37Q: 3 clusters Score -1.566667e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -15666670.000000 Penalty: 5808.492188
	Iteration 38Q: 3 clusters Score -1.566667e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102018 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -15666650.000000 Penalty: 5808.492188
	Iteration 39Q: 3 clusters Score -1.566665e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -15666710.000000 Penalty: 5808.492188
	Iteration 40F: 3 clusters Score -1.566671e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101448 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -15666734.000000 Penalty: 5808.492188
	Iteration 41Q: 3 clusters Score -1.566673e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101160 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -15666774.000000 Penalty: 5808.492188
	Iteration 42Q: 3 clusters Score -1.566677e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100889 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -15666819.000000 Penalty: 5808.492188
	Iteration 43Q: 3 clusters Score -1.566682e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100648 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -15666830.000000 Penalty: 5808.492188
	Iteration 44Q: 3 clusters Score -1.566683e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -15666867.000000 Penalty: 5808.492188
	Iteration 45Q: 3 clusters Score -1.566687e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100167 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -15666888.000000 Penalty: 5808.492188
	Iteration 46Q: 3 clusters Score -1.566689e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99921 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -15666925.000000 Penalty: 5808.492188
	Iteration 47Q: 3 clusters Score -1.566692e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99691 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -15666944.000000 Penalty: 5808.492188
	Iteration 48Q: 3 clusters Score -1.566694e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99460 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -15666996.000000 Penalty: 5808.492188
	Iteration 49Q: 3 clusters Score -1.5667e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -15667015.000000 Penalty: 5808.492188
	Iteration 50Q: 3 clusters Score -1.566702e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99025 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -15667025.000000 Penalty: 5808.492188
	Iteration 51Q: 3 clusters Score -1.566702e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -15667066.000000 Penalty: 5808.492188
	Iteration 52Q: 3 clusters Score -1.566707e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98592 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -15667066.000000 Penalty: 5808.492188
	Iteration 53Q: 3 clusters Score -1.566707e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98356 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -15667110.000000 Penalty: 5808.492188
	Iteration 54Q: 3 clusters Score -1.566711e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -15667061.000000 Penalty: 5808.492188
	Iteration 55Q: 3 clusters Score -1.566706e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97950 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -15667072.000000 Penalty: 5808.492188
	Iteration 56Q: 3 clusters Score -1.566707e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97735 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -15667061.000000 Penalty: 5808.492188
	Iteration 57Q: 3 clusters Score -1.566706e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97515 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -15667093.000000 Penalty: 5808.492188
	Iteration 58Q: 3 clusters Score -1.566709e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -15667107.000000 Penalty: 5808.492188
	Iteration 59Q: 3 clusters Score -1.566711e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97124 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -15667104.000000 Penalty: 5808.492188
	Iteration 60F: 3 clusters Score -1.56671e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96971 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -15667099.000000 Penalty: 5808.492188
	Iteration 61Q: 3 clusters Score -1.56671e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96814 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -15667107.000000 Penalty: 5808.492188
	Iteration 62Q: 3 clusters Score -1.566711e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -15667123.000000 Penalty: 5808.492188
	Iteration 63Q: 3 clusters Score -1.566712e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96514 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -15667129.000000 Penalty: 5808.492188
	Iteration 64Q: 3 clusters Score -1.566713e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96387 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -15667118.000000 Penalty: 5808.492188
	Iteration 65Q: 3 clusters Score -1.566712e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -15667104.000000 Penalty: 5808.492188
	Iteration 66Q: 3 clusters Score -1.56671e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -15667092.000000 Penalty: 5808.492188
	Iteration 67Q: 3 clusters Score -1.566709e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -15667073.000000 Penalty: 5808.492188
	Iteration 68Q: 3 clusters Score -1.566707e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -15667107.000000 Penalty: 5808.492188
	Iteration 69Q: 3 clusters Score -1.566711e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -15667116.000000 Penalty: 5808.492188
	Iteration 70Q: 3 clusters Score -1.566712e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -15667116.000000 Penalty: 5808.492188
	Iteration 71Q: 3 clusters Score -1.566712e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -15667121.000000 Penalty: 5808.492188
	Iteration 72Q: 3 clusters Score -1.566712e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -15667134.000000 Penalty: 5808.492188
	Iteration 73Q: 3 clusters Score -1.566713e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95590 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -15667169.000000 Penalty: 5808.492188
	Iteration 74Q: 3 clusters Score -1.566717e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95541 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -15667169.000000 Penalty: 5808.492188
	Iteration 75Q: 3 clusters Score -1.566717e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95501 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -15667172.000000 Penalty: 5808.492188
	Iteration 76Q: 3 clusters Score -1.566717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95468 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -15667164.000000 Penalty: 5808.492188
	Iteration 77Q: 3 clusters Score -1.566716e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95432 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -15667168.000000 Penalty: 5808.492188
	Iteration 78Q: 3 clusters Score -1.566717e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -15667146.000000 Penalty: 5808.492188
	Iteration 79Q: 3 clusters Score -1.566715e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -15667151.000000 Penalty: 5808.492188
	Iteration 80F: 3 clusters Score -1.566715e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95265 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -15667137.000000 Penalty: 5808.492188
	Iteration 81Q: 3 clusters Score -1.566714e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95222 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -15667135.000000 Penalty: 5808.492188
	Iteration 82Q: 3 clusters Score -1.566714e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95186 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -15667155.000000 Penalty: 5808.492188
	Iteration 83Q: 3 clusters Score -1.566716e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95144 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -15667144.000000 Penalty: 5808.492188
	Iteration 84Q: 3 clusters Score -1.566714e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95112 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -15667170.000000 Penalty: 5808.492188
	Iteration 85Q: 3 clusters Score -1.566717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95085 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -15667167.000000 Penalty: 5808.492188
	Iteration 86Q: 3 clusters Score -1.566717e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95064 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -15667160.000000 Penalty: 5808.492188
	Iteration 87Q: 3 clusters Score -1.566716e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95039 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -15667192.000000 Penalty: 5808.492188
	Iteration 88Q: 3 clusters Score -1.566719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95020 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -15667190.000000 Penalty: 5808.492188
	Iteration 89Q: 3 clusters Score -1.566719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -15667204.000000 Penalty: 5808.492188
	Iteration 90Q: 3 clusters Score -1.56672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94979 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -15667208.000000 Penalty: 5808.492188
	Iteration 91Q: 3 clusters Score -1.566721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -15667197.000000 Penalty: 5808.492188
	Iteration 92Q: 3 clusters Score -1.56672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -15667202.000000 Penalty: 5808.492188
	Iteration 93Q: 3 clusters Score -1.56672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -15667204.000000 Penalty: 5808.492188
	Iteration 94Q: 3 clusters Score -1.56672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94952 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -15667210.000000 Penalty: 5808.492188
	Iteration 95Q: 3 clusters Score -1.566721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94944 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -15667200.000000 Penalty: 5808.492188
	Iteration 96Q: 3 clusters Score -1.56672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94932 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -15667217.000000 Penalty: 5808.492188
	Iteration 97Q: 3 clusters Score -1.566722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94920 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -15667212.000000 Penalty: 5808.492188
	Iteration 98Q: 3 clusters Score -1.566721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94902 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -15667202.000000 Penalty: 5808.492188
	Iteration 99Q: 3 clusters Score -1.56672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -15667206.000000 Penalty: 5808.492188
	Iteration 100F: 3 clusters Score -1.566721e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94868 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -15667225.000000 Penalty: 5808.492188
	Iteration 101Q: 3 clusters Score -1.566722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -15667226.000000 Penalty: 5808.492188
	Iteration 102Q: 3 clusters Score -1.566723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -15667216.000000 Penalty: 5808.492188
	Iteration 103Q: 3 clusters Score -1.566722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -15667218.000000 Penalty: 5808.492188
	Iteration 104Q: 3 clusters Score -1.566722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94822 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -15667235.000000 Penalty: 5808.492188
	Iteration 105Q: 3 clusters Score -1.566724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94815 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -15667233.000000 Penalty: 5808.492188
	Iteration 106Q: 3 clusters Score -1.566723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -15667233.000000 Penalty: 5808.492188
	Iteration 107Q: 3 clusters Score -1.566723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94811 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -15667227.000000 Penalty: 5808.492188
	Iteration 108Q: 3 clusters Score -1.566723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94805 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -15667219.000000 Penalty: 5808.492188
	Iteration 109Q: 3 clusters Score -1.566722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94797 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -15667228.000000 Penalty: 5808.492188
	Iteration 110Q: 3 clusters Score -1.566723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94789 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -15667229.000000 Penalty: 5808.492188
	Iteration 111Q: 3 clusters Score -1.566723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -15667228.000000 Penalty: 5808.492188
	Iteration 112Q: 3 clusters Score -1.566723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94775 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -15667220.000000 Penalty: 5808.492188
	Iteration 113Q: 3 clusters Score -1.566722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -15667204.000000 Penalty: 5808.492188
	Iteration 114Q: 3 clusters Score -1.56672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -15667210.000000 Penalty: 5808.492188
	Iteration 115Q: 3 clusters Score -1.566721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -15667226.000000 Penalty: 5808.492188
	Iteration 116Q: 3 clusters Score -1.566723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94729 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -15667211.000000 Penalty: 5808.492188
	Iteration 117Q: 3 clusters Score -1.566721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94718 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -15667191.000000 Penalty: 5808.492188
	Iteration 118Q: 3 clusters Score -1.566719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94709 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -15667203.000000 Penalty: 5808.492188
	Iteration 119Q: 3 clusters Score -1.56672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94701 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -15667211.000000 Penalty: 5808.492188
	Iteration 120F: 3 clusters Score -1.566721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94691 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -15667207.000000 Penalty: 5808.492188
	Iteration 121Q: 3 clusters Score -1.566721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -15667224.000000 Penalty: 5808.492188
	Iteration 122Q: 3 clusters Score -1.566722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94671 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -15667237.000000 Penalty: 5808.492188
	Iteration 123Q: 3 clusters Score -1.566724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94657 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -15667229.000000 Penalty: 5808.492188
	Iteration 124Q: 3 clusters Score -1.566723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94646 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -15667218.000000 Penalty: 5808.492188
	Iteration 125Q: 3 clusters Score -1.566722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94635 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -15667231.000000 Penalty: 5808.492188
	Iteration 126Q: 3 clusters Score -1.566723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94623 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -15667236.000000 Penalty: 5808.492188
	Iteration 127Q: 3 clusters Score -1.566724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94612 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -15667230.000000 Penalty: 5808.492188
	Iteration 128Q: 3 clusters Score -1.566723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94599 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -15667228.000000 Penalty: 5808.492188
	Iteration 129Q: 3 clusters Score -1.566723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -15667232.000000 Penalty: 5808.492188
	Iteration 130Q: 3 clusters Score -1.566723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -15667238.000000 Penalty: 5808.492188
	Iteration 131Q: 3 clusters Score -1.566724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -15667246.000000 Penalty: 5808.492188
	Iteration 132Q: 3 clusters Score -1.566725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94559 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -15667243.000000 Penalty: 5808.492188
	Iteration 133Q: 3 clusters Score -1.566724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -15667250.000000 Penalty: 5808.492188
	Iteration 134Q: 3 clusters Score -1.566725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -15667239.000000 Penalty: 5808.492188
	Iteration 135Q: 3 clusters Score -1.566724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94536 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -15667243.000000 Penalty: 5808.492188
	Iteration 136Q: 3 clusters Score -1.566724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94531 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -15667249.000000 Penalty: 5808.492188
	Iteration 137Q: 3 clusters Score -1.566725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94529 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -15667243.000000 Penalty: 5808.492188
	Iteration 138Q: 3 clusters Score -1.566724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -15667246.000000 Penalty: 5808.492188
	Iteration 139Q: 3 clusters Score -1.566725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -15667246.000000 Penalty: 5808.492188
	Iteration 140F: 3 clusters Score -1.566725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 27736 members 
Mstep: Class 3 contains 42895 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 149212 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4680 members 
Mstep: Class 8 contains 5637 members 
Mstep: Class 9 contains 18501 members 
Mstep: Class 10 contains 282280 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11028 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 19180 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 34174 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 100327 members 
Mstep: Class 21 contains 151326 members 
Mstep: Class 22 contains 42608 members 
Mstep: Class 23 contains 94527 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20980 members 
Mstep: Class 27 contains 106103 members 
Mstep: Class 28 contains 14100 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 27338 members 
Entering Unmasked Estep 
Score: -157721200.000000 Penalty: 108024.484375
Splitting cluster 23 changes total score from -157721232.000000 to -157721200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -62118.042969 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -62118.04 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 285 members 
Entering Unmasked Estep 
Score: -60676.726562 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -60676.73 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60997.445312 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -60997.45 nChanged 33
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: -61098.312500 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -61098.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61173.699219 Penalty: 3150.904053
	Iteration 3Q: 3 clusters Score -61173.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61239.144531 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -61239.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61330.289062 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -61330.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61443.968750 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -61443.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61485.871094 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -61485.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61505.972656 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -61505.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61519.218750 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -61519.22 nChanged 3
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: -61525.105469 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -61525.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61531.964844 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -61531.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61541.484375 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -61541.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61546.425781 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -61546.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61555.988281 Penalty: 3150.904053
	Iteration 14Q: 3 clusters Score -61555.99 nChanged 3
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: -61558.867188 Penalty: 3150.904053
	Iteration 15Q: 3 clusters Score -61558.87 nChanged 0
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: -61558.867188 Penalty: 3150.904053
	Iteration 16F: 3 clusters Score -61558.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -92408.843750 Penalty: 1650.549194
	Iteration 0F: 2 clusters Score -92408.84 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 417 members 
Entering Unmasked Estep 
Score: -90710.281250 Penalty: 3301.098389
	Iteration 0F: 3 clusters Score -90710.28 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90974.085938 Penalty: 3301.098389
	Iteration 1F: 3 clusters Score -90974.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -91071.156250 Penalty: 3301.098389
	Iteration 2F: 3 clusters Score -91071.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91155.625000 Penalty: 3301.098389
	Iteration 3Q: 3 clusters Score -91155.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91197.335938 Penalty: 3301.098389
	Iteration 4Q: 3 clusters Score -91197.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91235.195312 Penalty: 3301.098389
	Iteration 5Q: 3 clusters Score -91235.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -91265.382812 Penalty: 3301.098389
	Iteration 6Q: 3 clusters Score -91265.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -91294.164062 Penalty: 3301.098389
	Iteration 7Q: 3 clusters Score -91294.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -91328.335938 Penalty: 3301.098389
	Iteration 8Q: 3 clusters Score -91328.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -91353.414062 Penalty: 3301.098389
	Iteration 9Q: 3 clusters Score -91353.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -91372.593750 Penalty: 3301.098389
	Iteration 10Q: 3 clusters Score -91372.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -91398.757812 Penalty: 3301.098389
	Iteration 11Q: 3 clusters Score -91398.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -91419.531250 Penalty: 3301.098389
	Iteration 12Q: 3 clusters Score -91419.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -91453.625000 Penalty: 3301.098389
	Iteration 13Q: 3 clusters Score -91453.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -91476.789062 Penalty: 3301.098389
	Iteration 14Q: 3 clusters Score -91476.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -91488.992188 Penalty: 3301.098389
	Iteration 15Q: 3 clusters Score -91488.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -91490.773438 Penalty: 3301.098389
	Iteration 16Q: 3 clusters Score -91490.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -91496.296875 Penalty: 3301.098389
	Iteration 17Q: 3 clusters Score -91496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -91503.609375 Penalty: 3301.098389
	Iteration 18Q: 3 clusters Score -91503.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -91515.148438 Penalty: 3301.098389
	Iteration 19Q: 3 clusters Score -91515.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -91517.796875 Penalty: 3301.098389
	Iteration 20F: 3 clusters Score -91517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -91518.664062 Penalty: 3301.098389
	Iteration 21Q: 3 clusters Score -91518.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -91520.875000 Penalty: 3301.098389
	Iteration 22Q: 3 clusters Score -91520.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -91520.875000 Penalty: 3301.098389
	Iteration 23F: 3 clusters Score -91520.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Entering Unmasked Estep 
Score: -2443488.500000 Penalty: 2467.928467
	Iteration 0F: 2 clusters Score -2443488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2428728.750000 Penalty: 4935.856934
	Iteration 0F: 3 clusters Score -2428729 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2433732.250000 Penalty: 4935.856934
	Iteration 1F: 3 clusters Score -2433732 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2434267.000000 Penalty: 4935.856934
	Iteration 2F: 3 clusters Score -2434267 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2434820.250000 Penalty: 4935.856934
	Iteration 3F: 3 clusters Score -2434820 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2435402.250000 Penalty: 4935.856934
	Iteration 4F: 3 clusters Score -2435402 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2436064.750000 Penalty: 4935.856934
	Iteration 5F: 3 clusters Score -2436065 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2436696.000000 Penalty: 4935.856934
	Iteration 6F: 3 clusters Score -2436696 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2437292.250000 Penalty: 4935.856934
	Iteration 7F: 3 clusters Score -2437292 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2437831.500000 Penalty: 4935.856934
	Iteration 8Q: 3 clusters Score -2437832 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2438321.000000 Penalty: 4935.856934
	Iteration 9Q: 3 clusters Score -2438321 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2438786.250000 Penalty: 4935.856934
	Iteration 10Q: 3 clusters Score -2438786 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2439214.000000 Penalty: 4935.856934
	Iteration 11Q: 3 clusters Score -2439214 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2439559.250000 Penalty: 4935.856934
	Iteration 12Q: 3 clusters Score -2439559 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2439833.750000 Penalty: 4935.856934
	Iteration 13Q: 3 clusters Score -2439834 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2440107.000000 Penalty: 4935.856934
	Iteration 14Q: 3 clusters Score -2440107 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2440361.750000 Penalty: 4935.856934
	Iteration 15Q: 3 clusters Score -2440362 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2440593.500000 Penalty: 4935.856934
	Iteration 16Q: 3 clusters Score -2440594 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2440822.500000 Penalty: 4935.856934
	Iteration 17Q: 3 clusters Score -2440822 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2441025.750000 Penalty: 4935.856934
	Iteration 18Q: 3 clusters Score -2441026 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2441223.500000 Penalty: 4935.856934
	Iteration 19Q: 3 clusters Score -2441224 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2441403.500000 Penalty: 4935.856934
	Iteration 20F: 3 clusters Score -2441404 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2441541.250000 Penalty: 4935.856934
	Iteration 21Q: 3 clusters Score -2441541 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2441650.250000 Penalty: 4935.856934
	Iteration 22Q: 3 clusters Score -2441650 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2441767.750000 Penalty: 4935.856934
	Iteration 23Q: 3 clusters Score -2441768 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2441888.500000 Penalty: 4935.856934
	Iteration 24Q: 3 clusters Score -2441888 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2441976.750000 Penalty: 4935.856934
	Iteration 25Q: 3 clusters Score -2441977 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2442037.750000 Penalty: 4935.856934
	Iteration 26Q: 3 clusters Score -2442038 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2442100.250000 Penalty: 4935.856934
	Iteration 27Q: 3 clusters Score -2442100 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2442149.750000 Penalty: 4935.856934
	Iteration 28Q: 3 clusters Score -2442150 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2442198.250000 Penalty: 4935.856934
	Iteration 29Q: 3 clusters Score -2442198 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2442223.000000 Penalty: 4935.856934
	Iteration 30Q: 3 clusters Score -2442223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2442243.250000 Penalty: 4935.856934
	Iteration 31Q: 3 clusters Score -2442243 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2442260.500000 Penalty: 4935.856934
	Iteration 32Q: 3 clusters Score -2442260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2442277.750000 Penalty: 4935.856934
	Iteration 33Q: 3 clusters Score -2442278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2442302.000000 Penalty: 4935.856934
	Iteration 34Q: 3 clusters Score -2442302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2442326.500000 Penalty: 4935.856934
	Iteration 35Q: 3 clusters Score -2442326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2442351.250000 Penalty: 4935.856934
	Iteration 36Q: 3 clusters Score -2442351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2442377.750000 Penalty: 4935.856934
	Iteration 37Q: 3 clusters Score -2442378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2442383.250000 Penalty: 4935.856934
	Iteration 38Q: 3 clusters Score -2442383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2442398.250000 Penalty: 4935.856934
	Iteration 39Q: 3 clusters Score -2442398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2442406.500000 Penalty: 4935.856934
	Iteration 40F: 3 clusters Score -2442406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2442426.250000 Penalty: 4935.856934
	Iteration 41Q: 3 clusters Score -2442426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2442444.500000 Penalty: 4935.856934
	Iteration 42Q: 3 clusters Score -2442444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2442466.250000 Penalty: 4935.856934
	Iteration 43Q: 3 clusters Score -2442466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2442494.000000 Penalty: 4935.856934
	Iteration 44Q: 3 clusters Score -2442494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2442542.000000 Penalty: 4935.856934
	Iteration 45Q: 3 clusters Score -2442542 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2442619.000000 Penalty: 4935.856934
	Iteration 46Q: 3 clusters Score -2442619 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2442713.000000 Penalty: 4935.856934
	Iteration 47Q: 3 clusters Score -2442713 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2442766.750000 Penalty: 4935.856934
	Iteration 48Q: 3 clusters Score -2442767 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2442795.500000 Penalty: 4935.856934
	Iteration 49Q: 3 clusters Score -2442796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2442810.750000 Penalty: 4935.856934
	Iteration 50Q: 3 clusters Score -2442811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2442818.000000 Penalty: 4935.856934
	Iteration 51Q: 3 clusters Score -2442818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2442821.750000 Penalty: 4935.856934
	Iteration 52Q: 3 clusters Score -2442822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2442826.000000 Penalty: 4935.856934
	Iteration 53Q: 3 clusters Score -2442826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2442824.750000 Penalty: 4935.856934
	Iteration 54Q: 3 clusters Score -2442825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2442832.250000 Penalty: 4935.856934
	Iteration 55Q: 3 clusters Score -2442832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2442830.750000 Penalty: 4935.856934
	Iteration 56Q: 3 clusters Score -2442831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2442831.000000 Penalty: 4935.856934
	Iteration 57Q: 3 clusters Score -2442831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2442830.750000 Penalty: 4935.856934
	Iteration 58Q: 3 clusters Score -2442831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2442830.250000 Penalty: 4935.856934
	Iteration 59Q: 3 clusters Score -2442830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2442829.750000 Penalty: 4935.856934
	Iteration 60F: 3 clusters Score -2442830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2442834.250000 Penalty: 4935.856934
	Iteration 61Q: 3 clusters Score -2442834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2442834.000000 Penalty: 4935.856934
	Iteration 62Q: 3 clusters Score -2442834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2442831.750000 Penalty: 4935.856934
	Iteration 63Q: 3 clusters Score -2442832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2442831.750000 Penalty: 4935.856934
	Iteration 64F: 3 clusters Score -2442832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (106103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106103 members 
Entering Unmasked Estep 
Score: -13469944.000000 Penalty: 2869.896973
	Iteration 0F: 2 clusters Score -1.346994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -13398897.000000 Penalty: 5739.793945
	Iteration 0F: 3 clusters Score -1.33989e+07 nChanged 50269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -13427962.000000 Penalty: 5739.793945
	Iteration 1F: 3 clusters Score -1.342796e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -13428910.000000 Penalty: 5739.793945
	Iteration 2Q: 3 clusters Score -1.342891e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -13430085.000000 Penalty: 5739.793945
	Iteration 3Q: 3 clusters Score -1.343008e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -13432046.000000 Penalty: 5739.793945
	Iteration 4Q: 3 clusters Score -1.343205e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69779 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -13435411.000000 Penalty: 5739.793945
	Iteration 5F: 3 clusters Score -1.343541e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -13440923.000000 Penalty: 5739.793945
	Iteration 6F: 3 clusters Score -1.344092e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85796 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -13448322.000000 Penalty: 5739.793945
	Iteration 7F: 3 clusters Score -1.344832e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -13455987.000000 Penalty: 5739.793945
	Iteration 8F: 3 clusters Score -1.345599e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100015 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -13461641.000000 Penalty: 5739.793945
	Iteration 9F: 3 clusters Score -1.346164e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -13464994.000000 Penalty: 5739.793945
	Iteration 10Q: 3 clusters Score -1.346499e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105020 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -13466432.000000 Penalty: 5739.793945
	Iteration 11Q: 3 clusters Score -1.346643e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105566 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -13466989.000000 Penalty: 5739.793945
	Iteration 12Q: 3 clusters Score -1.346699e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105743 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13467198.000000 Penalty: 5739.793945
	Iteration 13Q: 3 clusters Score -1.34672e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105795 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -13467267.000000 Penalty: 5739.793945
	Iteration 14Q: 3 clusters Score -1.346727e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13467346.000000 Penalty: 5739.793945
	Iteration 15Q: 3 clusters Score -1.346735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105840 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13467378.000000 Penalty: 5739.793945
	Iteration 16Q: 3 clusters Score -1.346738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -13467399.000000 Penalty: 5739.793945
	Iteration 17Q: 3 clusters Score -1.34674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105848 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -13467401.000000 Penalty: 5739.793945
	Iteration 18Q: 3 clusters Score -1.34674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13467411.000000 Penalty: 5739.793945
	Iteration 19Q: 3 clusters Score -1.346741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -13467413.000000 Penalty: 5739.793945
	Iteration 20F: 3 clusters Score -1.346741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -13467428.000000 Penalty: 5739.793945
	Iteration 21Q: 3 clusters Score -1.346743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -13467422.000000 Penalty: 5739.793945
	Iteration 22Q: 3 clusters Score -1.346742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13467429.000000 Penalty: 5739.793945
	Iteration 23Q: 3 clusters Score -1.346743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13467429.000000 Penalty: 5739.793945
	Iteration 24F: 3 clusters Score -1.346743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Entering Unmasked Estep 
Score: -1771922.000000 Penalty: 2369.374756
	Iteration 0F: 2 clusters Score -1771922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1761584.875000 Penalty: 4738.749512
	Iteration 0F: 3 clusters Score -1761585 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1764871.125000 Penalty: 4738.749512
	Iteration 1F: 3 clusters Score -1764871 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1765315.500000 Penalty: 4738.749512
	Iteration 2F: 3 clusters Score -1765316 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1765731.750000 Penalty: 4738.749512
	Iteration 3F: 3 clusters Score -1765732 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1766159.500000 Penalty: 4738.749512
	Iteration 4F: 3 clusters Score -1766160 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1766569.750000 Penalty: 4738.749512
	Iteration 5F: 3 clusters Score -1766570 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1766876.125000 Penalty: 4738.749512
	Iteration 6Q: 3 clusters Score -1766876 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1767137 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1767346 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1767512.375000 Penalty: 4738.749512
	Iteration 9Q: 3 clusters Score -1767512 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1767616.875000 Penalty: 4738.749512
	Iteration 10Q: 3 clusters Score -1767617 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1767697 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1767760.625000 Penalty: 4738.749512
	Iteration 12Q: 3 clusters Score -1767761 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1767805.625000 Penalty: 4738.749512
	Iteration 13Q: 3 clusters Score -1767806 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1767877.875000 Penalty: 4738.749512
	Iteration 14Q: 3 clusters Score -1767878 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1767924.125000 Penalty: 4738.749512
	Iteration 15Q: 3 clusters Score -1767924 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1767984 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1768048.250000 Penalty: 4738.749512
	Iteration 17Q: 3 clusters Score -1768048 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1768141.000000 Penalty: 4738.749512
	Iteration 18Q: 3 clusters Score -1768141 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1768248.125000 Penalty: 4738.749512
	Iteration 19Q: 3 clusters Score -1768248 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1768353.500000 Penalty: 4738.749512
	Iteration 20F: 3 clusters Score -1768354 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1768484.625000 Penalty: 4738.749512
	Iteration 21Q: 3 clusters Score -1768485 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1768644.625000 Penalty: 4738.749512
	Iteration 22Q: 3 clusters Score -1768645 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1768814.125000 Penalty: 4738.749512
	Iteration 23Q: 3 clusters Score -1768814 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1768967.000000 Penalty: 4738.749512
	Iteration 24Q: 3 clusters Score -1768967 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1769082.000000 Penalty: 4738.749512
	Iteration 25Q: 3 clusters Score -1769082 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1769169.625000 Penalty: 4738.749512
	Iteration 26Q: 3 clusters Score -1769170 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1769240.500000 Penalty: 4738.749512
	Iteration 27Q: 3 clusters Score -1769240 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1769288.250000 Penalty: 4738.749512
	Iteration 28Q: 3 clusters Score -1769288 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1769325.125000 Penalty: 4738.749512
	Iteration 29Q: 3 clusters Score -1769325 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1769342.125000 Penalty: 4738.749512
	Iteration 30Q: 3 clusters Score -1769342 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1769366.000000 Penalty: 4738.749512
	Iteration 31Q: 3 clusters Score -1769366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1769385.875000 Penalty: 4738.749512
	Iteration 32Q: 3 clusters Score -1769386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1769402.625000 Penalty: 4738.749512
	Iteration 33Q: 3 clusters Score -1769403 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1769417.750000 Penalty: 4738.749512
	Iteration 34Q: 3 clusters Score -1769418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1769434.500000 Penalty: 4738.749512
	Iteration 35Q: 3 clusters Score -1769434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1769447.875000 Penalty: 4738.749512
	Iteration 36Q: 3 clusters Score -1769448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1769452.250000 Penalty: 4738.749512
	Iteration 37Q: 3 clusters Score -1769452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1769468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1769474.875000 Penalty: 4738.749512
	Iteration 39Q: 3 clusters Score -1769475 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1769483.875000 Penalty: 4738.749512
	Iteration 40F: 3 clusters Score -1769484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1769495 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1769502.125000 Penalty: 4738.749512
	Iteration 42Q: 3 clusters Score -1769502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1769511.000000 Penalty: 4738.749512
	Iteration 43Q: 3 clusters Score -1769511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1769522.875000 Penalty: 4738.749512
	Iteration 44Q: 3 clusters Score -1769523 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1769543.875000 Penalty: 4738.749512
	Iteration 45Q: 3 clusters Score -1769544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1769556.000000 Penalty: 4738.749512
	Iteration 46Q: 3 clusters Score -1769556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1769567.125000 Penalty: 4738.749512
	Iteration 47Q: 3 clusters Score -1769567 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1769576.875000 Penalty: 4738.749512
	Iteration 48Q: 3 clusters Score -1769577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1769589.000000 Penalty: 4738.749512
	Iteration 49Q: 3 clusters Score -1769589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1769602.500000 Penalty: 4738.749512
	Iteration 50Q: 3 clusters Score -1769602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1769616.750000 Penalty: 4738.749512
	Iteration 51Q: 3 clusters Score -1769617 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1769628.625000 Penalty: 4738.749512
	Iteration 52Q: 3 clusters Score -1769629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1769640.875000 Penalty: 4738.749512
	Iteration 53Q: 3 clusters Score -1769641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1769655.500000 Penalty: 4738.749512
	Iteration 54Q: 3 clusters Score -1769656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1769664.125000 Penalty: 4738.749512
	Iteration 55Q: 3 clusters Score -1769664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1769684.250000 Penalty: 4738.749512
	Iteration 56Q: 3 clusters Score -1769684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1769704.250000 Penalty: 4738.749512
	Iteration 57Q: 3 clusters Score -1769704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1769716.250000 Penalty: 4738.749512
	Iteration 58Q: 3 clusters Score -1769716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1769731.750000 Penalty: 4738.749512
	Iteration 59Q: 3 clusters Score -1769732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1769743.125000 Penalty: 4738.749512
	Iteration 60F: 3 clusters Score -1769743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1769755.625000 Penalty: 4738.749512
	Iteration 61Q: 3 clusters Score -1769756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1769779.375000 Penalty: 4738.749512
	Iteration 62Q: 3 clusters Score -1769779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1769794.125000 Penalty: 4738.749512
	Iteration 63Q: 3 clusters Score -1769794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1769801.750000 Penalty: 4738.749512
	Iteration 64Q: 3 clusters Score -1769802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1769819.750000 Penalty: 4738.749512
	Iteration 65Q: 3 clusters Score -1769820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1769836.250000 Penalty: 4738.749512
	Iteration 66Q: 3 clusters Score -1769836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1769849.625000 Penalty: 4738.749512
	Iteration 67Q: 3 clusters Score -1769850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1769862.375000 Penalty: 4738.749512
	Iteration 68Q: 3 clusters Score -1769862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1769873.125000 Penalty: 4738.749512
	Iteration 69Q: 3 clusters Score -1769873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1769888.375000 Penalty: 4738.749512
	Iteration 70Q: 3 clusters Score -1769888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1769906.500000 Penalty: 4738.749512
	Iteration 71Q: 3 clusters Score -1769906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1769917.875000 Penalty: 4738.749512
	Iteration 72Q: 3 clusters Score -1769918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1769922.250000 Penalty: 4738.749512
	Iteration 73Q: 3 clusters Score -1769922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1769933.750000 Penalty: 4738.749512
	Iteration 74Q: 3 clusters Score -1769934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1769937.750000 Penalty: 4738.749512
	Iteration 75Q: 3 clusters Score -1769938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1769942.000000 Penalty: 4738.749512
	Iteration 76Q: 3 clusters Score -1769942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1769944.375000 Penalty: 4738.749512
	Iteration 77Q: 3 clusters Score -1769944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1769954.625000 Penalty: 4738.749512
	Iteration 78Q: 3 clusters Score -1769955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1769958.750000 Penalty: 4738.749512
	Iteration 79Q: 3 clusters Score -1769959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1769967.125000 Penalty: 4738.749512
	Iteration 80F: 3 clusters Score -1769967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1769969.750000 Penalty: 4738.749512
	Iteration 81Q: 3 clusters Score -1769970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1769974.125000 Penalty: 4738.749512
	Iteration 82Q: 3 clusters Score -1769974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1769987.750000 Penalty: 4738.749512
	Iteration 83Q: 3 clusters Score -1769988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1769991.125000 Penalty: 4738.749512
	Iteration 84Q: 3 clusters Score -1769991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1769999.375000 Penalty: 4738.749512
	Iteration 85Q: 3 clusters Score -1769999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1770003.500000 Penalty: 4738.749512
	Iteration 86Q: 3 clusters Score -1770004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1770006.125000 Penalty: 4738.749512
	Iteration 87Q: 3 clusters Score -1770006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1770010.625000 Penalty: 4738.749512
	Iteration 88Q: 3 clusters Score -1770011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1770014.625000 Penalty: 4738.749512
	Iteration 89Q: 3 clusters Score -1770015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1770017.625000 Penalty: 4738.749512
	Iteration 90Q: 3 clusters Score -1770018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1770022.500000 Penalty: 4738.749512
	Iteration 91Q: 3 clusters Score -1770022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1770028.125000 Penalty: 4738.749512
	Iteration 92Q: 3 clusters Score -1770028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1770032.500000 Penalty: 4738.749512
	Iteration 93Q: 3 clusters Score -1770032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1770038.375000 Penalty: 4738.749512
	Iteration 94Q: 3 clusters Score -1770038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1770039.625000 Penalty: 4738.749512
	Iteration 95Q: 3 clusters Score -1770040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1770042.500000 Penalty: 4738.749512
	Iteration 96Q: 3 clusters Score -1770042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1770041.750000 Penalty: 4738.749512
	Iteration 97Q: 3 clusters Score -1770042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1770047.250000 Penalty: 4738.749512
	Iteration 98Q: 3 clusters Score -1770047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1770048.500000 Penalty: 4738.749512
	Iteration 99Q: 3 clusters Score -1770048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1770053.625000 Penalty: 4738.749512
	Iteration 100F: 3 clusters Score -1770054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1770050.125000 Penalty: 4738.749512
	Iteration 101Q: 3 clusters Score -1770050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1770055.500000 Penalty: 4738.749512
	Iteration 102Q: 3 clusters Score -1770056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1770055.125000 Penalty: 4738.749512
	Iteration 103Q: 3 clusters Score -1770055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1770056.625000 Penalty: 4738.749512
	Iteration 104Q: 3 clusters Score -1770057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1770061.375000 Penalty: 4738.749512
	Iteration 105Q: 3 clusters Score -1770061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1770060.125000 Penalty: 4738.749512
	Iteration 106Q: 3 clusters Score -1770060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1770064.250000 Penalty: 4738.749512
	Iteration 107Q: 3 clusters Score -1770064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1770065.500000 Penalty: 4738.749512
	Iteration 108Q: 3 clusters Score -1770066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1770065.375000 Penalty: 4738.749512
	Iteration 109Q: 3 clusters Score -1770065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1770068.500000 Penalty: 4738.749512
	Iteration 110Q: 3 clusters Score -1770068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1770068.750000 Penalty: 4738.749512
	Iteration 111Q: 3 clusters Score -1770069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1770071.375000 Penalty: 4738.749512
	Iteration 112Q: 3 clusters Score -1770071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1770073.000000 Penalty: 4738.749512
	Iteration 113Q: 3 clusters Score -1770073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1770074.625000 Penalty: 4738.749512
	Iteration 114Q: 3 clusters Score -1770075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1770074.500000 Penalty: 4738.749512
	Iteration 115Q: 3 clusters Score -1770074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1770072.000000 Penalty: 4738.749512
	Iteration 116Q: 3 clusters Score -1770072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1770074.625000 Penalty: 4738.749512
	Iteration 117Q: 3 clusters Score -1770075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1770077.625000 Penalty: 4738.749512
	Iteration 118Q: 3 clusters Score -1770078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1770081.250000 Penalty: 4738.749512
	Iteration 119Q: 3 clusters Score -1770081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1770078.000000 Penalty: 4738.749512
	Iteration 120F: 3 clusters Score -1770078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1770082.875000 Penalty: 4738.749512
	Iteration 121Q: 3 clusters Score -1770083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1770083.625000 Penalty: 4738.749512
	Iteration 122Q: 3 clusters Score -1770084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1770084.500000 Penalty: 4738.749512
	Iteration 123Q: 3 clusters Score -1770084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1770085.250000 Penalty: 4738.749512
	Iteration 124Q: 3 clusters Score -1770085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1770085.125000 Penalty: 4738.749512
	Iteration 125Q: 3 clusters Score -1770085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1770085.125000 Penalty: 4738.749512
	Iteration 126F: 3 clusters Score -1770085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -193048.015625 Penalty: 1830.612427
	Iteration 0F: 2 clusters Score -193048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -190720.765625 Penalty: 3661.224854
	Iteration 0F: 3 clusters Score -190720.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -191126.265625 Penalty: 3661.224854
	Iteration 1F: 3 clusters Score -191126.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -191263.062500 Penalty: 3661.224854
	Iteration 2F: 3 clusters Score -191263.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -191392.625000 Penalty: 3661.224854
	Iteration 3F: 3 clusters Score -191392.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -191511.593750 Penalty: 3661.224854
	Iteration 4Q: 3 clusters Score -191511.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -191631.609375 Penalty: 3661.224854
	Iteration 5Q: 3 clusters Score -191631.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -191759.484375 Penalty: 3661.224854
	Iteration 6Q: 3 clusters Score -191759.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -191906.203125 Penalty: 3661.224854
	Iteration 7Q: 3 clusters Score -191906.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -192060.078125 Penalty: 3661.224854
	Iteration 8Q: 3 clusters Score -192060.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -192213.093750 Penalty: 3661.224854
	Iteration 9Q: 3 clusters Score -192213.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -192327.781250 Penalty: 3661.224854
	Iteration 10Q: 3 clusters Score -192327.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -192432.078125 Penalty: 3661.224854
	Iteration 11Q: 3 clusters Score -192432.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -192496.812500 Penalty: 3661.224854
	Iteration 12Q: 3 clusters Score -192496.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -192566.437500 Penalty: 3661.224854
	Iteration 13Q: 3 clusters Score -192566.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -192615.000000 Penalty: 3661.224854
	Iteration 14Q: 3 clusters Score -192615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -192672.671875 Penalty: 3661.224854
	Iteration 15Q: 3 clusters Score -192672.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -192744.140625 Penalty: 3661.224854
	Iteration 16Q: 3 clusters Score -192744.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -192793.796875 Penalty: 3661.224854
	Iteration 17Q: 3 clusters Score -192793.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -192826.203125 Penalty: 3661.224854
	Iteration 18Q: 3 clusters Score -192826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -192841.546875 Penalty: 3661.224854
	Iteration 19Q: 3 clusters Score -192841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -192853.312500 Penalty: 3661.224854
	Iteration 20F: 3 clusters Score -192853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -192855.000000 Penalty: 3661.224854
	Iteration 21Q: 3 clusters Score -192855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -192859.421875 Penalty: 3661.224854
	Iteration 22Q: 3 clusters Score -192859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -192860.703125 Penalty: 3661.224854
	Iteration 23Q: 3 clusters Score -192860.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -192860.703125 Penalty: 3661.224854
	Iteration 24F: 3 clusters Score -192860.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -94526.351562 Penalty: 1667.510498
	Iteration 0F: 2 clusters Score -94526.35 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 430 members 
Entering Unmasked Estep 
Score: -92728.835938 Penalty: 3335.020996
	Iteration 0F: 3 clusters Score -92728.84 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92981.273438 Penalty: 3335.020996
	Iteration 1F: 3 clusters Score -92981.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93089.023438 Penalty: 3335.020996
	Iteration 2F: 3 clusters Score -93089.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -93171.085938 Penalty: 3335.020996
	Iteration 3Q: 3 clusters Score -93171.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93226.429688 Penalty: 3335.020996
	Iteration 4Q: 3 clusters Score -93226.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93266.703125 Penalty: 3335.020996
	Iteration 5Q: 3 clusters Score -93266.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93302.343750 Penalty: 3335.020996
	Iteration 6Q: 3 clusters Score -93302.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93368.656250 Penalty: 3335.020996
	Iteration 7Q: 3 clusters Score -93368.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -93476.343750 Penalty: 3335.020996
	Iteration 8Q: 3 clusters Score -93476.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -93546.015625 Penalty: 3335.020996
	Iteration 9Q: 3 clusters Score -93546.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -93620.859375 Penalty: 3335.020996
	Iteration 10Q: 3 clusters Score -93620.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -93706.085938 Penalty: 3335.020996
	Iteration 11Q: 3 clusters Score -93706.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -93768.304688 Penalty: 3335.020996
	Iteration 12Q: 3 clusters Score -93768.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -93826.070312 Penalty: 3335.020996
	Iteration 13Q: 3 clusters Score -93826.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -93893.148438 Penalty: 3335.020996
	Iteration 14Q: 3 clusters Score -93893.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -93978.984375 Penalty: 3335.020996
	Iteration 15Q: 3 clusters Score -93978.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -94064.570312 Penalty: 3335.020996
	Iteration 16Q: 3 clusters Score -94064.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -94166.523438 Penalty: 3335.020996
	Iteration 17Q: 3 clusters Score -94166.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -94323.882812 Penalty: 3335.020996
	Iteration 18Q: 3 clusters Score -94323.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -94534.109375 Penalty: 3335.020996
	Iteration 19Q: 3 clusters Score -94534.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -94971.828125 Penalty: 3335.020996
	Iteration 20F: 3 clusters Score -94971.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -95259.156250 Penalty: 3335.020996
	Iteration 21Q: 3 clusters Score -95259.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -95349.562500 Penalty: 3335.020996
	Iteration 22Q: 3 clusters Score -95349.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -95363.859375 Penalty: 3335.020996
	Iteration 23Q: 3 clusters Score -95363.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -95363.859375 Penalty: 3335.020996
	Iteration 24F: 3 clusters Score -95363.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 27736 members 
Mstep: Class 3 contains 42895 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 149212 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4680 members 
Mstep: Class 8 contains 5637 members 
Mstep: Class 9 contains 18501 members 
Mstep: Class 10 contains 282280 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11028 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 19180 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 34174 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 100327 members 
Mstep: Class 21 contains 151326 members 
Mstep: Class 22 contains 42608 members 
Mstep: Class 23 contains 121865 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20980 members 
Mstep: Class 27 contains 106103 members 
Mstep: Class 28 contains 14100 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 554 members 
Entering Unmasked Estep 
Score: -157720560.000000 Penalty: 108024.484375
Splitting cluster 30 changes total score from -157721232.000000 to -157720560.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 27736 members 
Mstep: Class 3 contains 42895 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 149212 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4680 members 
Mstep: Class 8 contains 5637 members 
Mstep: Class 9 contains 18501 members 
Mstep: Class 10 contains 282280 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11028 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 19180 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 34174 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 100327 members 
Mstep: Class 21 contains 151326 members 
Mstep: Class 22 contains 42608 members 
Mstep: Class 23 contains 121865 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20980 members 
Mstep: Class 27 contains 106103 members 
Mstep: Class 28 contains 14100 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721456.000000 Penalty: 104539.820312
Iteration 119Q: 31 clusters Score -1.577215e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 27757 members 
Mstep: Class 3 contains 42935 members 
Mstep: Class 4 contains 3606 members 
Mstep: Class 5 contains 149192 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4665 members 
Mstep: Class 8 contains 5639 members 
Mstep: Class 9 contains 18501 members 
Mstep: Class 10 contains 282263 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11020 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 19178 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34175 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 100327 members 
Mstep: Class 21 contains 151320 members 
Mstep: Class 22 contains 42606 members 
Mstep: Class 23 contains 121866 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20982 members 
Mstep: Class 27 contains 106105 members 
Mstep: Class 28 contains 14099 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721280.000000 Penalty: 104539.820312
Iteration 120F: 31 clusters Score -1.577213e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 27794 members 
Mstep: Class 3 contains 42966 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 5 contains 149170 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 5640 members 
Mstep: Class 9 contains 18503 members 
Mstep: Class 10 contains 282234 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11010 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 19176 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 34175 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 100328 members 
Mstep: Class 21 contains 151318 members 
Mstep: Class 22 contains 42609 members 
Mstep: Class 23 contains 121872 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20983 members 
Mstep: Class 27 contains 106103 members 
Mstep: Class 28 contains 14100 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721088.000000 Penalty: 104539.820312
Iteration 121Q: 31 clusters Score -1.577211e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 27834 members 
Mstep: Class 3 contains 42992 members 
Mstep: Class 4 contains 3598 members 
Mstep: Class 5 contains 149157 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 5640 members 
Mstep: Class 9 contains 18499 members 
Mstep: Class 10 contains 282200 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 11007 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 19176 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 34178 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 100328 members 
Mstep: Class 21 contains 151311 members 
Mstep: Class 22 contains 42610 members 
Mstep: Class 23 contains 121877 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 20985 members 
Mstep: Class 27 contains 106100 members 
Mstep: Class 28 contains 14099 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721232.000000 Penalty: 104539.820312
Iteration 122Q: 31 clusters Score -1.577212e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 27875 members 
Mstep: Class 3 contains 43029 members 
Mstep: Class 4 contains 3588 members 
Mstep: Class 5 contains 149134 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 4633 members 
Mstep: Class 8 contains 5640 members 
Mstep: Class 9 contains 18501 members 
Mstep: Class 10 contains 282164 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 19175 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34179 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 100328 members 
Mstep: Class 21 contains 151309 members 
Mstep: Class 22 contains 42610 members 
Mstep: Class 23 contains 121881 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 20996 members 
Mstep: Class 27 contains 106097 members 
Mstep: Class 28 contains 14098 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721296.000000 Penalty: 104539.820312
Iteration 123Q: 31 clusters Score -1.577213e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 27900 members 
Mstep: Class 3 contains 43057 members 
Mstep: Class 4 contains 3584 members 
Mstep: Class 5 contains 149133 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 4622 members 
Mstep: Class 8 contains 5642 members 
Mstep: Class 9 contains 18502 members 
Mstep: Class 10 contains 282130 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 19169 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34175 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 100328 members 
Mstep: Class 21 contains 151300 members 
Mstep: Class 22 contains 42607 members 
Mstep: Class 23 contains 121893 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21010 members 
Mstep: Class 27 contains 106098 members 
Mstep: Class 28 contains 14097 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721360.000000 Penalty: 104539.820312
Iteration 124Q: 31 clusters Score -1.577214e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 27925 members 
Mstep: Class 3 contains 43072 members 
Mstep: Class 4 contains 3590 members 
Mstep: Class 5 contains 149112 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 5643 members 
Mstep: Class 9 contains 18501 members 
Mstep: Class 10 contains 282102 members 
Mstep: Class 11 contains 19427 members 
Mstep: Class 12 contains 10983 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 19168 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 34174 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 100327 members 
Mstep: Class 21 contains 151294 members 
Mstep: Class 22 contains 42613 members 
Mstep: Class 23 contains 121907 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21018 members 
Mstep: Class 27 contains 106100 members 
Mstep: Class 28 contains 14097 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721408.000000 Penalty: 104539.820312
Iteration 125Q: 31 clusters Score -1.577214e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 27958 members 
Mstep: Class 3 contains 43094 members 
Mstep: Class 4 contains 3591 members 
Mstep: Class 5 contains 149096 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 8 contains 5644 members 
Mstep: Class 9 contains 18500 members 
Mstep: Class 10 contains 282072 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10977 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 19167 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151292 members 
Mstep: Class 22 contains 42615 members 
Mstep: Class 23 contains 121906 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21025 members 
Mstep: Class 27 contains 106103 members 
Mstep: Class 28 contains 14097 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721344.000000 Penalty: 104539.820312
Iteration 126Q: 31 clusters Score -1.577213e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 27979 members 
Mstep: Class 3 contains 43119 members 
Mstep: Class 4 contains 3586 members 
Mstep: Class 5 contains 149097 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 4594 members 
Mstep: Class 8 contains 5646 members 
Mstep: Class 9 contains 18500 members 
Mstep: Class 10 contains 282044 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 19165 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151291 members 
Mstep: Class 22 contains 42621 members 
Mstep: Class 23 contains 121899 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21027 members 
Mstep: Class 27 contains 106104 members 
Mstep: Class 28 contains 14097 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721472.000000 Penalty: 104539.820312
Iteration 127Q: 31 clusters Score -1.577215e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 27995 members 
Mstep: Class 3 contains 43134 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 149091 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 4587 members 
Mstep: Class 8 contains 5647 members 
Mstep: Class 9 contains 18500 members 
Mstep: Class 10 contains 282028 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10969 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 19165 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151293 members 
Mstep: Class 22 contains 42623 members 
Mstep: Class 23 contains 121899 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21030 members 
Mstep: Class 27 contains 106104 members 
Mstep: Class 28 contains 14097 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721536.000000 Penalty: 104539.820312
Iteration 128Q: 31 clusters Score -1.577215e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 28017 members 
Mstep: Class 3 contains 43143 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 149092 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 8 contains 5649 members 
Mstep: Class 9 contains 18500 members 
Mstep: Class 10 contains 281999 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 19165 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151292 members 
Mstep: Class 22 contains 42624 members 
Mstep: Class 23 contains 121901 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21031 members 
Mstep: Class 27 contains 106103 members 
Mstep: Class 28 contains 14096 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721424.000000 Penalty: 104539.820312
Iteration 129Q: 31 clusters Score -1.577214e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 28042 members 
Mstep: Class 3 contains 43154 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 149096 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 4581 members 
Mstep: Class 8 contains 5652 members 
Mstep: Class 9 contains 18500 members 
Mstep: Class 10 contains 281975 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10966 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 19164 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151291 members 
Mstep: Class 22 contains 42624 members 
Mstep: Class 23 contains 121892 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21032 members 
Mstep: Class 27 contains 106105 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721488.000000 Penalty: 104539.820312
Iteration 130Q: 31 clusters Score -1.577215e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 28058 members 
Mstep: Class 3 contains 43165 members 
Mstep: Class 4 contains 3565 members 
Mstep: Class 5 contains 149096 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 4580 members 
Mstep: Class 8 contains 5653 members 
Mstep: Class 9 contains 18496 members 
Mstep: Class 10 contains 281955 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10961 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 19161 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151287 members 
Mstep: Class 22 contains 42628 members 
Mstep: Class 23 contains 121898 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21035 members 
Mstep: Class 27 contains 106105 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721520.000000 Penalty: 104539.820312
Iteration 131Q: 31 clusters Score -1.577215e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 28070 members 
Mstep: Class 3 contains 43172 members 
Mstep: Class 4 contains 3565 members 
Mstep: Class 5 contains 149101 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 4579 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 281933 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10960 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19159 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151290 members 
Mstep: Class 22 contains 42632 members 
Mstep: Class 23 contains 121892 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21041 members 
Mstep: Class 27 contains 106102 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721472.000000 Penalty: 104539.820312
Iteration 132Q: 31 clusters Score -1.577215e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 28087 members 
Mstep: Class 3 contains 43182 members 
Mstep: Class 4 contains 3564 members 
Mstep: Class 5 contains 149107 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 4578 members 
Mstep: Class 8 contains 5655 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 281910 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10953 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19157 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 34170 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151284 members 
Mstep: Class 22 contains 42635 members 
Mstep: Class 23 contains 121890 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21048 members 
Mstep: Class 27 contains 106103 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721504.000000 Penalty: 104539.820312
Iteration 133Q: 31 clusters Score -1.577215e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 28105 members 
Mstep: Class 3 contains 43192 members 
Mstep: Class 4 contains 3564 members 
Mstep: Class 5 contains 149112 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4579 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 281881 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10945 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19157 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 34170 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151282 members 
Mstep: Class 22 contains 42640 members 
Mstep: Class 23 contains 121883 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21054 members 
Mstep: Class 27 contains 106104 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721488.000000 Penalty: 104539.820312
Iteration 134Q: 31 clusters Score -1.577215e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 28120 members 
Mstep: Class 3 contains 43201 members 
Mstep: Class 4 contains 3568 members 
Mstep: Class 5 contains 149122 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4575 members 
Mstep: Class 8 contains 5653 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 281843 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10941 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19157 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34170 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151279 members 
Mstep: Class 22 contains 42645 members 
Mstep: Class 23 contains 121885 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21057 members 
Mstep: Class 27 contains 106105 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721472.000000 Penalty: 104539.820312
Iteration 135Q: 31 clusters Score -1.577215e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 28134 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 149130 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 5653 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 281804 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10933 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19157 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34170 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151283 members 
Mstep: Class 22 contains 42652 members 
Mstep: Class 23 contains 121887 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21060 members 
Mstep: Class 27 contains 106107 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721376.000000 Penalty: 104539.820312
Iteration 136Q: 31 clusters Score -1.577214e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 28147 members 
Mstep: Class 3 contains 43214 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 5 contains 149135 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 281772 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10926 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19157 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34170 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151287 members 
Mstep: Class 22 contains 42656 members 
Mstep: Class 23 contains 121894 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21065 members 
Mstep: Class 27 contains 106105 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721568.000000 Penalty: 104539.820312
Iteration 137Q: 31 clusters Score -1.577216e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 28162 members 
Mstep: Class 3 contains 43221 members 
Mstep: Class 4 contains 3564 members 
Mstep: Class 5 contains 149138 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 281750 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10920 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19158 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34171 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151290 members 
Mstep: Class 22 contains 42658 members 
Mstep: Class 23 contains 121897 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21068 members 
Mstep: Class 27 contains 106103 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721488.000000 Penalty: 104539.820312
Iteration 138Q: 31 clusters Score -1.577215e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 28171 members 
Mstep: Class 3 contains 43226 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 149152 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4573 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 281731 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10920 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19157 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151287 members 
Mstep: Class 22 contains 42657 members 
Mstep: Class 23 contains 121896 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21070 members 
Mstep: Class 27 contains 106102 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721456.000000 Penalty: 104539.820312
Iteration 139Q: 31 clusters Score -1.577215e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28184 members 
Mstep: Class 3 contains 43232 members 
Mstep: Class 4 contains 3556 members 
Mstep: Class 5 contains 149157 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4572 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18491 members 
Mstep: Class 10 contains 281708 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10917 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19158 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151293 members 
Mstep: Class 22 contains 42660 members 
Mstep: Class 23 contains 121896 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21072 members 
Mstep: Class 27 contains 106101 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721360.000000 Penalty: 104539.820312
Iteration 140F: 31 clusters Score -1.577214e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28203 members 
Mstep: Class 3 contains 43235 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 149155 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4572 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18491 members 
Mstep: Class 10 contains 281685 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10913 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19159 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151292 members 
Mstep: Class 22 contains 42669 members 
Mstep: Class 23 contains 121889 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21073 members 
Mstep: Class 27 contains 106102 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721344.000000 Penalty: 104539.820312
Iteration 141Q: 31 clusters Score -1.577213e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28217 members 
Mstep: Class 3 contains 43242 members 
Mstep: Class 4 contains 3558 members 
Mstep: Class 5 contains 149161 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4572 members 
Mstep: Class 8 contains 5653 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 281663 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10911 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19159 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151292 members 
Mstep: Class 22 contains 42669 members 
Mstep: Class 23 contains 121888 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21075 members 
Mstep: Class 27 contains 106101 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721312.000000 Penalty: 104539.820312
Iteration 142Q: 31 clusters Score -1.577213e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28232 members 
Mstep: Class 3 contains 43244 members 
Mstep: Class 4 contains 3560 members 
Mstep: Class 5 contains 149167 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4572 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18489 members 
Mstep: Class 10 contains 281641 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10909 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19160 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151290 members 
Mstep: Class 22 contains 42670 members 
Mstep: Class 23 contains 121887 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21076 members 
Mstep: Class 27 contains 106100 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721488.000000 Penalty: 104539.820312
Iteration 143Q: 31 clusters Score -1.577215e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28244 members 
Mstep: Class 3 contains 43246 members 
Mstep: Class 4 contains 3560 members 
Mstep: Class 5 contains 149173 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4571 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 281623 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10909 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19160 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151290 members 
Mstep: Class 22 contains 42670 members 
Mstep: Class 23 contains 121889 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21076 members 
Mstep: Class 27 contains 106099 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721408.000000 Penalty: 104539.820312
Iteration 144Q: 31 clusters Score -1.577214e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28258 members 
Mstep: Class 3 contains 43249 members 
Mstep: Class 4 contains 3563 members 
Mstep: Class 5 contains 149179 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4570 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18485 members 
Mstep: Class 10 contains 281600 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10908 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19159 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151289 members 
Mstep: Class 22 contains 42671 members 
Mstep: Class 23 contains 121891 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21076 members 
Mstep: Class 27 contains 106099 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721376.000000 Penalty: 104539.820312
Iteration 145Q: 31 clusters Score -1.577214e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28268 members 
Mstep: Class 3 contains 43252 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 149180 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4569 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18485 members 
Mstep: Class 10 contains 281578 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10907 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19159 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151288 members 
Mstep: Class 22 contains 42674 members 
Mstep: Class 23 contains 121892 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21076 members 
Mstep: Class 27 contains 106098 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721312.000000 Penalty: 104539.820312
Iteration 146Q: 31 clusters Score -1.577213e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28274 members 
Mstep: Class 3 contains 43254 members 
Mstep: Class 4 contains 3575 members 
Mstep: Class 5 contains 149179 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18485 members 
Mstep: Class 10 contains 281569 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10906 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19159 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151289 members 
Mstep: Class 22 contains 42675 members 
Mstep: Class 23 contains 121889 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21076 members 
Mstep: Class 27 contains 106098 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721344.000000 Penalty: 104539.820312
Iteration 147Q: 31 clusters Score -1.577213e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28278 members 
Mstep: Class 3 contains 43260 members 
Mstep: Class 4 contains 3572 members 
Mstep: Class 5 contains 149180 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18485 members 
Mstep: Class 10 contains 281558 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19159 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151289 members 
Mstep: Class 22 contains 42678 members 
Mstep: Class 23 contains 121891 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21076 members 
Mstep: Class 27 contains 106098 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721360.000000 Penalty: 104539.820312
Iteration 148Q: 31 clusters Score -1.577214e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28284 members 
Mstep: Class 3 contains 43264 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 149182 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18484 members 
Mstep: Class 10 contains 281540 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19161 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 151288 members 
Mstep: Class 22 contains 42683 members 
Mstep: Class 23 contains 121891 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21076 members 
Mstep: Class 27 contains 106099 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721312.000000 Penalty: 104539.820312
Iteration 149Q: 31 clusters Score -1.577213e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28293 members 
Mstep: Class 3 contains 43266 members 
Mstep: Class 4 contains 3577 members 
Mstep: Class 5 contains 149178 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 281527 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 10901 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19164 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100325 members 
Mstep: Class 21 contains 151288 members 
Mstep: Class 22 contains 42685 members 
Mstep: Class 23 contains 121891 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21077 members 
Mstep: Class 27 contains 106099 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721232.000000 Penalty: 104539.820312
Iteration 150Q: 31 clusters Score -1.577212e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28300 members 
Mstep: Class 3 contains 43267 members 
Mstep: Class 4 contains 3577 members 
Mstep: Class 5 contains 149179 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18484 members 
Mstep: Class 10 contains 281521 members 
Mstep: Class 11 contains 19429 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19163 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100324 members 
Mstep: Class 21 contains 151289 members 
Mstep: Class 22 contains 42685 members 
Mstep: Class 23 contains 121888 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21078 members 
Mstep: Class 27 contains 106099 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721312.000000 Penalty: 104539.820312
Iteration 151Q: 31 clusters Score -1.577213e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28304 members 
Mstep: Class 3 contains 43269 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 149175 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18485 members 
Mstep: Class 10 contains 281514 members 
Mstep: Class 11 contains 19430 members 
Mstep: Class 12 contains 10899 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 19164 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100323 members 
Mstep: Class 21 contains 151290 members 
Mstep: Class 22 contains 42687 members 
Mstep: Class 23 contains 121887 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21079 members 
Mstep: Class 27 contains 106098 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721328.000000 Penalty: 104539.820312
Iteration 152Q: 31 clusters Score -1.577213e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28310 members 
Mstep: Class 3 contains 43272 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 149169 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18485 members 
Mstep: Class 10 contains 281506 members 
Mstep: Class 11 contains 19430 members 
Mstep: Class 12 contains 10896 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 19165 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 34174 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100323 members 
Mstep: Class 21 contains 151291 members 
Mstep: Class 22 contains 42692 members 
Mstep: Class 23 contains 121888 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21080 members 
Mstep: Class 27 contains 106097 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721360.000000 Penalty: 104539.820312
Iteration 153Q: 31 clusters Score -1.577214e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28316 members 
Mstep: Class 3 contains 43274 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 149162 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 281499 members 
Mstep: Class 11 contains 19430 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 19166 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 34175 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100322 members 
Mstep: Class 21 contains 151292 members 
Mstep: Class 22 contains 42696 members 
Mstep: Class 23 contains 121889 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21083 members 
Mstep: Class 27 contains 106097 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721280.000000 Penalty: 104539.820312
Iteration 154Q: 31 clusters Score -1.577213e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 28323 members 
Mstep: Class 3 contains 43276 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 149161 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18484 members 
Mstep: Class 10 contains 281489 members 
Mstep: Class 11 contains 19429 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 19166 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 34175 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100322 members 
Mstep: Class 21 contains 151293 members 
Mstep: Class 22 contains 42697 members 
Mstep: Class 23 contains 121889 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21084 members 
Mstep: Class 27 contains 106097 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721216.000000 Penalty: 104539.820312
Iteration 155Q: 31 clusters Score -1.577212e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 28331 members 
Mstep: Class 3 contains 43280 members 
Mstep: Class 4 contains 3576 members 
Mstep: Class 5 contains 149161 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18485 members 
Mstep: Class 10 contains 281479 members 
Mstep: Class 11 contains 19429 members 
Mstep: Class 12 contains 10889 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 14 contains 19166 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 34176 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100322 members 
Mstep: Class 21 contains 151293 members 
Mstep: Class 22 contains 42698 members 
Mstep: Class 23 contains 121891 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21084 members 
Mstep: Class 27 contains 106096 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721152.000000 Penalty: 104539.820312
Iteration 156Q: 31 clusters Score -1.577212e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 28340 members 
Mstep: Class 3 contains 43279 members 
Mstep: Class 4 contains 3580 members 
Mstep: Class 5 contains 149157 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4564 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 281470 members 
Mstep: Class 11 contains 19429 members 
Mstep: Class 12 contains 10884 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 14 contains 19166 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 34175 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100322 members 
Mstep: Class 21 contains 151292 members 
Mstep: Class 22 contains 42702 members 
Mstep: Class 23 contains 121893 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21084 members 
Mstep: Class 27 contains 106096 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721216.000000 Penalty: 104539.820312
Iteration 157Q: 31 clusters Score -1.577212e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 28351 members 
Mstep: Class 3 contains 43277 members 
Mstep: Class 4 contains 3580 members 
Mstep: Class 5 contains 149150 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 281469 members 
Mstep: Class 11 contains 19429 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 19166 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34175 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100322 members 
Mstep: Class 21 contains 151290 members 
Mstep: Class 22 contains 42709 members 
Mstep: Class 23 contains 121889 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21083 members 
Mstep: Class 27 contains 106096 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721312.000000 Penalty: 104539.820312
Iteration 158Q: 31 clusters Score -1.577213e+08 nChanged 33
Entering ConstructFrom: 
Score: -157721312.000000 Penalty: 104539.820312
Entering ConstructFrom: 
Trying to split cluster 1 (51529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Entering Unmasked Estep 
Score: -6717793.000000 Penalty: 2690.775146
	Iteration 0F: 2 clusters Score -6717793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -6683038.500000 Penalty: 5381.550293
	Iteration 0F: 3 clusters Score -6683038 nChanged 23827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -6696290.500000 Penalty: 5381.550293
	Iteration 1F: 3 clusters Score -6696290 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -6696742.500000 Penalty: 5381.550293
	Iteration 2Q: 3 clusters Score -6696742 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -6697405.500000 Penalty: 5381.550293
	Iteration 3Q: 3 clusters Score -6697406 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -6698310.500000 Penalty: 5381.550293
	Iteration 4Q: 3 clusters Score -6698310 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -6699765.500000 Penalty: 5381.550293
	Iteration 5F: 3 clusters Score -6699766 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -6702137.500000 Penalty: 5381.550293
	Iteration 6F: 3 clusters Score -6702138 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -6705498.000000 Penalty: 5381.550293
	Iteration 7F: 3 clusters Score -6705498 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -6709384.500000 Penalty: 5381.550293
	Iteration 8F: 3 clusters Score -6709384 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -6712580.500000 Penalty: 5381.550293
	Iteration 9F: 3 clusters Score -6712580 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -6714300.500000 Penalty: 5381.550293
	Iteration 10Q: 3 clusters Score -6714300 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -6714970.500000 Penalty: 5381.550293
	Iteration 11Q: 3 clusters Score -6714970 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -6715211.500000 Penalty: 5381.550293
	Iteration 12Q: 3 clusters Score -6715212 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -6715288.500000 Penalty: 5381.550293
	Iteration 13Q: 3 clusters Score -6715288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -6715326.500000 Penalty: 5381.550293
	Iteration 14Q: 3 clusters Score -6715326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -6715348.000000 Penalty: 5381.550293
	Iteration 15Q: 3 clusters Score -6715348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -6715360.000000 Penalty: 5381.550293
	Iteration 16Q: 3 clusters Score -6715360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -6715378.500000 Penalty: 5381.550293
	Iteration 17Q: 3 clusters Score -6715378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -6715393.500000 Penalty: 5381.550293
	Iteration 18Q: 3 clusters Score -6715394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -6715405.500000 Penalty: 5381.550293
	Iteration 19Q: 3 clusters Score -6715406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -6715413.000000 Penalty: 5381.550293
	Iteration 20F: 3 clusters Score -6715413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -6715411.000000 Penalty: 5381.550293
	Iteration 21Q: 3 clusters Score -6715411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -6715410.000000 Penalty: 5381.550293
	Iteration 22Q: 3 clusters Score -6715410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -6715410.500000 Penalty: 5381.550293
	Iteration 23Q: 3 clusters Score -6715410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -6715416.500000 Penalty: 5381.550293
	Iteration 24Q: 3 clusters Score -6715416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -6715419.000000 Penalty: 5381.550293
	Iteration 25Q: 3 clusters Score -6715419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -6715419.000000 Penalty: 5381.550293
	Iteration 26F: 3 clusters Score -6715419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Entering Unmasked Estep 
Score: -3718663.750000 Penalty: 2542.660889
	Iteration 0F: 2 clusters Score -3718664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3699141.000000 Penalty: 5085.321777
	Iteration 0F: 3 clusters Score -3699141 nChanged 12793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3706022.250000 Penalty: 5085.321777
	Iteration 1F: 3 clusters Score -3706022 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3706474.250000 Penalty: 5085.321777
	Iteration 2F: 3 clusters Score -3706474 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3706898.500000 Penalty: 5085.321777
	Iteration 3Q: 3 clusters Score -3706898 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3707406.000000 Penalty: 5085.321777
	Iteration 4Q: 3 clusters Score -3707406 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3708099.000000 Penalty: 5085.321777
	Iteration 5Q: 3 clusters Score -3708099 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3709070.500000 Penalty: 5085.321777
	Iteration 6F: 3 clusters Score -3709070 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3710381.000000 Penalty: 5085.321777
	Iteration 7F: 3 clusters Score -3710381 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3712023.000000 Penalty: 5085.321777
	Iteration 8F: 3 clusters Score -3712023 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3713754.500000 Penalty: 5085.321777
	Iteration 9F: 3 clusters Score -3713754 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3715075.500000 Penalty: 5085.321777
	Iteration 10Q: 3 clusters Score -3715076 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3715767.250000 Penalty: 5085.321777
	Iteration 11Q: 3 clusters Score -3715767 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3716099.250000 Penalty: 5085.321777
	Iteration 12Q: 3 clusters Score -3716099 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3716251.250000 Penalty: 5085.321777
	Iteration 13Q: 3 clusters Score -3716251 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3716322.750000 Penalty: 5085.321777
	Iteration 14Q: 3 clusters Score -3716323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3716385.750000 Penalty: 5085.321777
	Iteration 15Q: 3 clusters Score -3716386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3716393.500000 Penalty: 5085.321777
	Iteration 16Q: 3 clusters Score -3716394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3716408.000000 Penalty: 5085.321777
	Iteration 17Q: 3 clusters Score -3716408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3716432.000000 Penalty: 5085.321777
	Iteration 18Q: 3 clusters Score -3716432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3716454.750000 Penalty: 5085.321777
	Iteration 19Q: 3 clusters Score -3716455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3716466.500000 Penalty: 5085.321777
	Iteration 20F: 3 clusters Score -3716466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3716476.000000 Penalty: 5085.321777
	Iteration 21Q: 3 clusters Score -3716476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3716477.000000 Penalty: 5085.321777
	Iteration 22Q: 3 clusters Score -3716477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3716477.500000 Penalty: 5085.321777
	Iteration 23Q: 3 clusters Score -3716478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3716479.750000 Penalty: 5085.321777
	Iteration 24Q: 3 clusters Score -3716480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3716481.750000 Penalty: 5085.321777
	Iteration 25Q: 3 clusters Score -3716482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3716483.000000 Penalty: 5085.321777
	Iteration 26Q: 3 clusters Score -3716483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3716483.000000 Penalty: 5085.321777
	Iteration 27F: 3 clusters Score -3716483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Entering Unmasked Estep 
Score: -5493128.500000 Penalty: 2647.487549
	Iteration 0F: 2 clusters Score -5493128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -5463978.500000 Penalty: 5294.975098
	Iteration 0F: 3 clusters Score -5463978 nChanged 19808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5474764.000000 Penalty: 5294.975098
	Iteration 1F: 3 clusters Score -5474764 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -5475232.000000 Penalty: 5294.975098
	Iteration 2Q: 3 clusters Score -5475232 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5475627.500000 Penalty: 5294.975098
	Iteration 3Q: 3 clusters Score -5475628 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -5476010.000000 Penalty: 5294.975098
	Iteration 4Q: 3 clusters Score -5476010 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -5476415.000000 Penalty: 5294.975098
	Iteration 5Q: 3 clusters Score -5476415 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -5476768.000000 Penalty: 5294.975098
	Iteration 6Q: 3 clusters Score -5476768 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -5477277.500000 Penalty: 5294.975098
	Iteration 7Q: 3 clusters Score -5477278 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -5478099.500000 Penalty: 5294.975098
	Iteration 8Q: 3 clusters Score -5478100 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -5479219.500000 Penalty: 5294.975098
	Iteration 9F: 3 clusters Score -5479220 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -5480906.000000 Penalty: 5294.975098
	Iteration 10F: 3 clusters Score -5480906 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -5483016.000000 Penalty: 5294.975098
	Iteration 11F: 3 clusters Score -5483016 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -5485217.500000 Penalty: 5294.975098
	Iteration 12F: 3 clusters Score -5485218 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -5487109.500000 Penalty: 5294.975098
	Iteration 13F: 3 clusters Score -5487110 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -5488621.000000 Penalty: 5294.975098
	Iteration 14Q: 3 clusters Score -5488621 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -5489665.500000 Penalty: 5294.975098
	Iteration 15Q: 3 clusters Score -5489666 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -5490275.500000 Penalty: 5294.975098
	Iteration 16Q: 3 clusters Score -5490276 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -5490514.500000 Penalty: 5294.975098
	Iteration 17Q: 3 clusters Score -5490514 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -5490639.500000 Penalty: 5294.975098
	Iteration 18Q: 3 clusters Score -5490640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -5490694.500000 Penalty: 5294.975098
	Iteration 19Q: 3 clusters Score -5490694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -5490722.000000 Penalty: 5294.975098
	Iteration 20F: 3 clusters Score -5490722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -5490747.000000 Penalty: 5294.975098
	Iteration 21Q: 3 clusters Score -5490747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -5490772.500000 Penalty: 5294.975098
	Iteration 22Q: 3 clusters Score -5490772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -5490774.500000 Penalty: 5294.975098
	Iteration 23Q: 3 clusters Score -5490774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -5490779.500000 Penalty: 5294.975098
	Iteration 24Q: 3 clusters Score -5490780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -5490782.500000 Penalty: 5294.975098
	Iteration 25Q: 3 clusters Score -5490782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -5490786.500000 Penalty: 5294.975098
	Iteration 26Q: 3 clusters Score -5490786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -5490788.000000 Penalty: 5294.975098
	Iteration 27Q: 3 clusters Score -5490788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -5490794.500000 Penalty: 5294.975098
	Iteration 28Q: 3 clusters Score -5490794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -5490793.000000 Penalty: 5294.975098
	Iteration 29Q: 3 clusters Score -5490793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -5490794.500000 Penalty: 5294.975098
	Iteration 30Q: 3 clusters Score -5490794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -5490794.500000 Penalty: 5294.975098
	Iteration 31F: 3 clusters Score -5490794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Entering Unmasked Estep 
Score: -462857.968750 Penalty: 2029.482544
	Iteration 0F: 2 clusters Score -462858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -459195.437500 Penalty: 4058.965088
	Iteration 0F: 3 clusters Score -459195.4 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -459946.843750 Penalty: 4058.965088
	Iteration 1F: 3 clusters Score -459946.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -460123.000000 Penalty: 4058.965088
	Iteration 2F: 3 clusters Score -460123 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -460232.531250 Penalty: 4058.965088
	Iteration 3Q: 3 clusters Score -460232.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -460304.031250 Penalty: 4058.965088
	Iteration 4Q: 3 clusters Score -460304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -460350.937500 Penalty: 4058.965088
	Iteration 5Q: 3 clusters Score -460350.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -460384.937500 Penalty: 4058.965088
	Iteration 6Q: 3 clusters Score -460384.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -460410.500000 Penalty: 4058.965088
	Iteration 7Q: 3 clusters Score -460410.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -460430.687500 Penalty: 4058.965088
	Iteration 8Q: 3 clusters Score -460430.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -460447.875000 Penalty: 4058.965088
	Iteration 9Q: 3 clusters Score -460447.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -460458.656250 Penalty: 4058.965088
	Iteration 10Q: 3 clusters Score -460458.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -460468.000000 Penalty: 4058.965088
	Iteration 11Q: 3 clusters Score -460468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -460477.406250 Penalty: 4058.965088
	Iteration 12Q: 3 clusters Score -460477.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -460486.937500 Penalty: 4058.965088
	Iteration 13Q: 3 clusters Score -460486.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -460500.687500 Penalty: 4058.965088
	Iteration 14Q: 3 clusters Score -460500.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -460513.656250 Penalty: 4058.965088
	Iteration 15Q: 3 clusters Score -460513.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -460523.437500 Penalty: 4058.965088
	Iteration 16Q: 3 clusters Score -460523.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -460527.812500 Penalty: 4058.965088
	Iteration 17Q: 3 clusters Score -460527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -460531.875000 Penalty: 4058.965088
	Iteration 18Q: 3 clusters Score -460531.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -460537.343750 Penalty: 4058.965088
	Iteration 19Q: 3 clusters Score -460537.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -460542.468750 Penalty: 4058.965088
	Iteration 20F: 3 clusters Score -460542.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -460545.656250 Penalty: 4058.965088
	Iteration 21Q: 3 clusters Score -460545.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -460550.156250 Penalty: 4058.965088
	Iteration 22Q: 3 clusters Score -460550.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -460555.468750 Penalty: 4058.965088
	Iteration 23Q: 3 clusters Score -460555.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -460562.500000 Penalty: 4058.965088
	Iteration 24Q: 3 clusters Score -460562.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -460568.312500 Penalty: 4058.965088
	Iteration 25Q: 3 clusters Score -460568.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -460571.406250 Penalty: 4058.965088
	Iteration 26Q: 3 clusters Score -460571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -460574.625000 Penalty: 4058.965088
	Iteration 27Q: 3 clusters Score -460574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -460576.218750 Penalty: 4058.965088
	Iteration 28Q: 3 clusters Score -460576.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -460580.093750 Penalty: 4058.965088
	Iteration 29Q: 3 clusters Score -460580.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -460581.906250 Penalty: 4058.965088
	Iteration 30Q: 3 clusters Score -460581.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -460584.562500 Penalty: 4058.965088
	Iteration 31Q: 3 clusters Score -460584.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -460588.343750 Penalty: 4058.965088
	Iteration 32Q: 3 clusters Score -460588.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -460590.437500 Penalty: 4058.965088
	Iteration 33Q: 3 clusters Score -460590.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -460595.062500 Penalty: 4058.965088
	Iteration 34Q: 3 clusters Score -460595.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -460598.062500 Penalty: 4058.965088
	Iteration 35Q: 3 clusters Score -460598.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -460603.437500 Penalty: 4058.965088
	Iteration 36Q: 3 clusters Score -460603.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -460609.468750 Penalty: 4058.965088
	Iteration 37Q: 3 clusters Score -460609.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -460613.218750 Penalty: 4058.965088
	Iteration 38Q: 3 clusters Score -460613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -460614.843750 Penalty: 4058.965088
	Iteration 39Q: 3 clusters Score -460614.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -460618.875000 Penalty: 4058.965088
	Iteration 40F: 3 clusters Score -460618.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -460622.031250 Penalty: 4058.965088
	Iteration 41Q: 3 clusters Score -460622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -460626.437500 Penalty: 4058.965088
	Iteration 42Q: 3 clusters Score -460626.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -460632.843750 Penalty: 4058.965088
	Iteration 43Q: 3 clusters Score -460632.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -460639.468750 Penalty: 4058.965088
	Iteration 44Q: 3 clusters Score -460639.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -460644.718750 Penalty: 4058.965088
	Iteration 45Q: 3 clusters Score -460644.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -460648.000000 Penalty: 4058.965088
	Iteration 46Q: 3 clusters Score -460648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -460651.187500 Penalty: 4058.965088
	Iteration 47Q: 3 clusters Score -460651.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -460656.000000 Penalty: 4058.965088
	Iteration 48Q: 3 clusters Score -460656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -460661.125000 Penalty: 4058.965088
	Iteration 49Q: 3 clusters Score -460661.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -460667.437500 Penalty: 4058.965088
	Iteration 50Q: 3 clusters Score -460667.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -460674.968750 Penalty: 4058.965088
	Iteration 51Q: 3 clusters Score -460675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -460679.375000 Penalty: 4058.965088
	Iteration 52Q: 3 clusters Score -460679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -460684.875000 Penalty: 4058.965088
	Iteration 53Q: 3 clusters Score -460684.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -460688.343750 Penalty: 4058.965088
	Iteration 54Q: 3 clusters Score -460688.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -460689.906250 Penalty: 4058.965088
	Iteration 55Q: 3 clusters Score -460689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -460691.843750 Penalty: 4058.965088
	Iteration 56Q: 3 clusters Score -460691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -460694.281250 Penalty: 4058.965088
	Iteration 57Q: 3 clusters Score -460694.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -460698.562500 Penalty: 4058.965088
	Iteration 58Q: 3 clusters Score -460698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -460701.437500 Penalty: 4058.965088
	Iteration 59Q: 3 clusters Score -460701.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -460705.312500 Penalty: 4058.965088
	Iteration 60F: 3 clusters Score -460705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -460708.500000 Penalty: 4058.965088
	Iteration 61Q: 3 clusters Score -460708.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -460716.187500 Penalty: 4058.965088
	Iteration 62Q: 3 clusters Score -460716.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -460721.687500 Penalty: 4058.965088
	Iteration 63Q: 3 clusters Score -460721.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -460729.968750 Penalty: 4058.965088
	Iteration 64Q: 3 clusters Score -460730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -460738.718750 Penalty: 4058.965088
	Iteration 65Q: 3 clusters Score -460738.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -460751.218750 Penalty: 4058.965088
	Iteration 66Q: 3 clusters Score -460751.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -460761.156250 Penalty: 4058.965088
	Iteration 67Q: 3 clusters Score -460761.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -460768.500000 Penalty: 4058.965088
	Iteration 68Q: 3 clusters Score -460768.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -460776.468750 Penalty: 4058.965088
	Iteration 69Q: 3 clusters Score -460776.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -460785.562500 Penalty: 4058.965088
	Iteration 70Q: 3 clusters Score -460785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -460788.968750 Penalty: 4058.965088
	Iteration 71Q: 3 clusters Score -460789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -460795.625000 Penalty: 4058.965088
	Iteration 72Q: 3 clusters Score -460795.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -460802.156250 Penalty: 4058.965088
	Iteration 73Q: 3 clusters Score -460802.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -460809.562500 Penalty: 4058.965088
	Iteration 74Q: 3 clusters Score -460809.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -460814.593750 Penalty: 4058.965088
	Iteration 75Q: 3 clusters Score -460814.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -460820.000000 Penalty: 4058.965088
	Iteration 76Q: 3 clusters Score -460820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -460824.843750 Penalty: 4058.965088
	Iteration 77Q: 3 clusters Score -460824.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -460828.593750 Penalty: 4058.965088
	Iteration 78Q: 3 clusters Score -460828.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -460833.812500 Penalty: 4058.965088
	Iteration 79Q: 3 clusters Score -460833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -460844.906250 Penalty: 4058.965088
	Iteration 80F: 3 clusters Score -460844.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -460852.812500 Penalty: 4058.965088
	Iteration 81Q: 3 clusters Score -460852.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -460863.468750 Penalty: 4058.965088
	Iteration 82Q: 3 clusters Score -460863.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -460876.687500 Penalty: 4058.965088
	Iteration 83Q: 3 clusters Score -460876.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -460887.750000 Penalty: 4058.965088
	Iteration 84Q: 3 clusters Score -460887.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -460896.000000 Penalty: 4058.965088
	Iteration 85Q: 3 clusters Score -460896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -460902.187500 Penalty: 4058.965088
	Iteration 86Q: 3 clusters Score -460902.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -460907.093750 Penalty: 4058.965088
	Iteration 87Q: 3 clusters Score -460907.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -460910.656250 Penalty: 4058.965088
	Iteration 88Q: 3 clusters Score -460910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -460913.375000 Penalty: 4058.965088
	Iteration 89Q: 3 clusters Score -460913.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -460915.187500 Penalty: 4058.965088
	Iteration 90Q: 3 clusters Score -460915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -460918.156250 Penalty: 4058.965088
	Iteration 91Q: 3 clusters Score -460918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -460919.812500 Penalty: 4058.965088
	Iteration 92Q: 3 clusters Score -460919.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -460920.937500 Penalty: 4058.965088
	Iteration 93Q: 3 clusters Score -460920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -460921.937500 Penalty: 4058.965088
	Iteration 94Q: 3 clusters Score -460921.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -460921.937500 Penalty: 4058.965088
	Iteration 95F: 3 clusters Score -460921.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (149144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149144 members 
Entering Unmasked Estep 
Score: -19331142.000000 Penalty: 2954.341553
	Iteration 0F: 2 clusters Score -1.933114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -19232890.000000 Penalty: 5908.683105
	Iteration 0F: 3 clusters Score -1.923289e+07 nChanged 71441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 72926 members 
Entering Unmasked Estep 
Score: -19274246.000000 Penalty: 5908.683105
	Iteration 1F: 3 clusters Score -1.927425e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -19275540.000000 Penalty: 5908.683105
	Iteration 2Q: 3 clusters Score -1.927554e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -19277310.000000 Penalty: 5908.683105
	Iteration 3Q: 3 clusters Score -1.927731e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -19279556.000000 Penalty: 5908.683105
	Iteration 4Q: 3 clusters Score -1.927956e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -19282818.000000 Penalty: 5908.683105
	Iteration 5Q: 3 clusters Score -1.928282e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -19287176.000000 Penalty: 5908.683105
	Iteration 6F: 3 clusters Score -1.928718e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95799 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -19292630.000000 Penalty: 5908.683105
	Iteration 7F: 3 clusters Score -1.929263e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102126 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -19299200.000000 Penalty: 5908.683105
	Iteration 8F: 3 clusters Score -1.92992e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108654 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -19306270.000000 Penalty: 5908.683105
	Iteration 9F: 3 clusters Score -1.930627e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114592 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -19312750.000000 Penalty: 5908.683105
	Iteration 10F: 3 clusters Score -1.931275e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119269 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -19317536.000000 Penalty: 5908.683105
	Iteration 11Q: 3 clusters Score -1.931754e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122877 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -19320104.000000 Penalty: 5908.683105
	Iteration 12Q: 3 clusters Score -1.93201e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125913 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -19321678.000000 Penalty: 5908.683105
	Iteration 13Q: 3 clusters Score -1.932168e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128703 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -19322910.000000 Penalty: 5908.683105
	Iteration 14Q: 3 clusters Score -1.932291e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -19323992.000000 Penalty: 5908.683105
	Iteration 15Q: 3 clusters Score -1.932399e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133552 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -19324886.000000 Penalty: 5908.683105
	Iteration 16Q: 3 clusters Score -1.932489e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135565 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -19325702.000000 Penalty: 5908.683105
	Iteration 17Q: 3 clusters Score -1.93257e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137356 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -19326440.000000 Penalty: 5908.683105
	Iteration 18Q: 3 clusters Score -1.932644e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138924 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -19327104.000000 Penalty: 5908.683105
	Iteration 19Q: 3 clusters Score -1.93271e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140249 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -19327488.000000 Penalty: 5908.683105
	Iteration 20F: 3 clusters Score -1.932749e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141378 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -19327890.000000 Penalty: 5908.683105
	Iteration 21Q: 3 clusters Score -1.932789e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142342 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -19328168.000000 Penalty: 5908.683105
	Iteration 22Q: 3 clusters Score -1.932817e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143175 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -19328344.000000 Penalty: 5908.683105
	Iteration 23Q: 3 clusters Score -1.932834e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143899 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -19328526.000000 Penalty: 5908.683105
	Iteration 24Q: 3 clusters Score -1.932853e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144516 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -19328710.000000 Penalty: 5908.683105
	Iteration 25Q: 3 clusters Score -1.932871e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145022 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -19328810.000000 Penalty: 5908.683105
	Iteration 26Q: 3 clusters Score -1.932881e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145401 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -19328866.000000 Penalty: 5908.683105
	Iteration 27Q: 3 clusters Score -1.932887e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145714 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -19328946.000000 Penalty: 5908.683105
	Iteration 28Q: 3 clusters Score -1.932895e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146000 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -19329028.000000 Penalty: 5908.683105
	Iteration 29Q: 3 clusters Score -1.932903e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146277 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -19329104.000000 Penalty: 5908.683105
	Iteration 30Q: 3 clusters Score -1.93291e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146502 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -19329070.000000 Penalty: 5908.683105
	Iteration 31Q: 3 clusters Score -1.932907e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146681 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -19329078.000000 Penalty: 5908.683105
	Iteration 32Q: 3 clusters Score -1.932908e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146828 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -19329098.000000 Penalty: 5908.683105
	Iteration 33Q: 3 clusters Score -1.93291e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146940 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -19329108.000000 Penalty: 5908.683105
	Iteration 34Q: 3 clusters Score -1.932911e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147026 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -19329138.000000 Penalty: 5908.683105
	Iteration 35Q: 3 clusters Score -1.932914e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147124 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -19329160.000000 Penalty: 5908.683105
	Iteration 36Q: 3 clusters Score -1.932916e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147194 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -19329156.000000 Penalty: 5908.683105
	Iteration 37Q: 3 clusters Score -1.932916e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147253 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -19329152.000000 Penalty: 5908.683105
	Iteration 38Q: 3 clusters Score -1.932915e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147307 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -19329172.000000 Penalty: 5908.683105
	Iteration 39Q: 3 clusters Score -1.932917e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147362 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -19329176.000000 Penalty: 5908.683105
	Iteration 40F: 3 clusters Score -1.932918e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147409 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -19329202.000000 Penalty: 5908.683105
	Iteration 41Q: 3 clusters Score -1.93292e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147455 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -19329222.000000 Penalty: 5908.683105
	Iteration 42Q: 3 clusters Score -1.932922e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147500 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -19329244.000000 Penalty: 5908.683105
	Iteration 43Q: 3 clusters Score -1.932924e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147543 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -19329236.000000 Penalty: 5908.683105
	Iteration 44Q: 3 clusters Score -1.932924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147573 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -19329244.000000 Penalty: 5908.683105
	Iteration 45Q: 3 clusters Score -1.932924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147593 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -19329242.000000 Penalty: 5908.683105
	Iteration 46Q: 3 clusters Score -1.932924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147610 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -19329238.000000 Penalty: 5908.683105
	Iteration 47Q: 3 clusters Score -1.932924e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147631 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -19329242.000000 Penalty: 5908.683105
	Iteration 48Q: 3 clusters Score -1.932924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147653 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -19329242.000000 Penalty: 5908.683105
	Iteration 49Q: 3 clusters Score -1.932924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147666 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -19329248.000000 Penalty: 5908.683105
	Iteration 50Q: 3 clusters Score -1.932925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147681 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -19329254.000000 Penalty: 5908.683105
	Iteration 51Q: 3 clusters Score -1.932925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -19329272.000000 Penalty: 5908.683105
	Iteration 52Q: 3 clusters Score -1.932927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147706 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -19329268.000000 Penalty: 5908.683105
	Iteration 53Q: 3 clusters Score -1.932927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147714 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -19329258.000000 Penalty: 5908.683105
	Iteration 54Q: 3 clusters Score -1.932926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147718 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -19329262.000000 Penalty: 5908.683105
	Iteration 55Q: 3 clusters Score -1.932926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147724 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -19329272.000000 Penalty: 5908.683105
	Iteration 56Q: 3 clusters Score -1.932927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147731 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -19329278.000000 Penalty: 5908.683105
	Iteration 57Q: 3 clusters Score -1.932928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147737 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -19329270.000000 Penalty: 5908.683105
	Iteration 58Q: 3 clusters Score -1.932927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147743 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -19329276.000000 Penalty: 5908.683105
	Iteration 59Q: 3 clusters Score -1.932928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147747 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -19329276.000000 Penalty: 5908.683105
	Iteration 60F: 3 clusters Score -1.932928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147750 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19329278.000000 Penalty: 5908.683105
	Iteration 61Q: 3 clusters Score -1.932928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147758 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -19329290.000000 Penalty: 5908.683105
	Iteration 62Q: 3 clusters Score -1.932929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147762 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -19329298.000000 Penalty: 5908.683105
	Iteration 63Q: 3 clusters Score -1.93293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147765 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -19329294.000000 Penalty: 5908.683105
	Iteration 64Q: 3 clusters Score -1.932929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147768 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -19329290.000000 Penalty: 5908.683105
	Iteration 65Q: 3 clusters Score -1.932929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147770 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -19329296.000000 Penalty: 5908.683105
	Iteration 66Q: 3 clusters Score -1.93293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147774 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -19329292.000000 Penalty: 5908.683105
	Iteration 67Q: 3 clusters Score -1.932929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147776 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -19329294.000000 Penalty: 5908.683105
	Iteration 68Q: 3 clusters Score -1.932929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147780 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -19329298.000000 Penalty: 5908.683105
	Iteration 69Q: 3 clusters Score -1.93293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147782 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -19329302.000000 Penalty: 5908.683105
	Iteration 70Q: 3 clusters Score -1.93293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147787 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -19329308.000000 Penalty: 5908.683105
	Iteration 71Q: 3 clusters Score -1.932931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147794 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -19329310.000000 Penalty: 5908.683105
	Iteration 72Q: 3 clusters Score -1.932931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147804 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -19329308.000000 Penalty: 5908.683105
	Iteration 73Q: 3 clusters Score -1.932931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147812 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -19329312.000000 Penalty: 5908.683105
	Iteration 74Q: 3 clusters Score -1.932931e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147829 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -19329306.000000 Penalty: 5908.683105
	Iteration 75Q: 3 clusters Score -1.932931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147851 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -19329308.000000 Penalty: 5908.683105
	Iteration 76Q: 3 clusters Score -1.932931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147869 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19329316.000000 Penalty: 5908.683105
	Iteration 77Q: 3 clusters Score -1.932932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147886 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -19329312.000000 Penalty: 5908.683105
	Iteration 78Q: 3 clusters Score -1.932931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147896 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -19329316.000000 Penalty: 5908.683105
	Iteration 79Q: 3 clusters Score -1.932932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147909 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -19329314.000000 Penalty: 5908.683105
	Iteration 80F: 3 clusters Score -1.932931e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -19329322.000000 Penalty: 5908.683105
	Iteration 81Q: 3 clusters Score -1.932932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147940 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -19329334.000000 Penalty: 5908.683105
	Iteration 82Q: 3 clusters Score -1.932933e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147955 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -19329358.000000 Penalty: 5908.683105
	Iteration 83Q: 3 clusters Score -1.932936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147968 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -19329344.000000 Penalty: 5908.683105
	Iteration 84Q: 3 clusters Score -1.932934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147977 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -19329348.000000 Penalty: 5908.683105
	Iteration 85Q: 3 clusters Score -1.932935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147987 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -19329346.000000 Penalty: 5908.683105
	Iteration 86Q: 3 clusters Score -1.932935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148000 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -19329360.000000 Penalty: 5908.683105
	Iteration 87Q: 3 clusters Score -1.932936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148007 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -19329368.000000 Penalty: 5908.683105
	Iteration 88Q: 3 clusters Score -1.932937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148011 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19329386.000000 Penalty: 5908.683105
	Iteration 89Q: 3 clusters Score -1.932939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148015 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -19329366.000000 Penalty: 5908.683105
	Iteration 90Q: 3 clusters Score -1.932937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148019 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -19329366.000000 Penalty: 5908.683105
	Iteration 91Q: 3 clusters Score -1.932937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148025 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -19329352.000000 Penalty: 5908.683105
	Iteration 92Q: 3 clusters Score -1.932935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148029 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -19329350.000000 Penalty: 5908.683105
	Iteration 93Q: 3 clusters Score -1.932935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148030 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -19329344.000000 Penalty: 5908.683105
	Iteration 94Q: 3 clusters Score -1.932934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148030 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -19329344.000000 Penalty: 5908.683105
	Iteration 95F: 3 clusters Score -1.932934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -298669.875000 Penalty: 1940.164917
	Iteration 0F: 2 clusters Score -298669.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -295726.625000 Penalty: 3880.329834
	Iteration 0F: 3 clusters Score -295726.6 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -296272.156250 Penalty: 3880.329834
	Iteration 1F: 3 clusters Score -296272.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -296397.218750 Penalty: 3880.329834
	Iteration 2F: 3 clusters Score -296397.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -296456.937500 Penalty: 3880.329834
	Iteration 3Q: 3 clusters Score -296456.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -296502.937500 Penalty: 3880.329834
	Iteration 4Q: 3 clusters Score -296502.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -296540.375000 Penalty: 3880.329834
	Iteration 5Q: 3 clusters Score -296540.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -296569.093750 Penalty: 3880.329834
	Iteration 6Q: 3 clusters Score -296569.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -296596.906250 Penalty: 3880.329834
	Iteration 7Q: 3 clusters Score -296596.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -296614.656250 Penalty: 3880.329834
	Iteration 8Q: 3 clusters Score -296614.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -296627.937500 Penalty: 3880.329834
	Iteration 9Q: 3 clusters Score -296627.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -296634.531250 Penalty: 3880.329834
	Iteration 10Q: 3 clusters Score -296634.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -296641.156250 Penalty: 3880.329834
	Iteration 11Q: 3 clusters Score -296641.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -296648.937500 Penalty: 3880.329834
	Iteration 12Q: 3 clusters Score -296648.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -296656.343750 Penalty: 3880.329834
	Iteration 13Q: 3 clusters Score -296656.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -296659.750000 Penalty: 3880.329834
	Iteration 14Q: 3 clusters Score -296659.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -296663.093750 Penalty: 3880.329834
	Iteration 15Q: 3 clusters Score -296663.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -296666.375000 Penalty: 3880.329834
	Iteration 16Q: 3 clusters Score -296666.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -296670.343750 Penalty: 3880.329834
	Iteration 17Q: 3 clusters Score -296670.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -296672.593750 Penalty: 3880.329834
	Iteration 18Q: 3 clusters Score -296672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -296674.656250 Penalty: 3880.329834
	Iteration 19Q: 3 clusters Score -296674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -296675.593750 Penalty: 3880.329834
	Iteration 20F: 3 clusters Score -296675.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -296677.781250 Penalty: 3880.329834
	Iteration 21Q: 3 clusters Score -296677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -296678.875000 Penalty: 3880.329834
	Iteration 22Q: 3 clusters Score -296678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -296679.437500 Penalty: 3880.329834
	Iteration 23Q: 3 clusters Score -296679.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -296679.437500 Penalty: 3880.329834
	Iteration 24F: 3 clusters Score -296679.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Entering Unmasked Estep 
Score: -561159.625000 Penalty: 2089.582520
	Iteration 0F: 2 clusters Score -561159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -556866.312500 Penalty: 4179.165039
	Iteration 0F: 3 clusters Score -556866.3 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -557862.812500 Penalty: 4179.165039
	Iteration 1F: 3 clusters Score -557862.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -558113.562500 Penalty: 4179.165039
	Iteration 2F: 3 clusters Score -558113.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -558335.000000 Penalty: 4179.165039
	Iteration 3F: 3 clusters Score -558335 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -558543.437500 Penalty: 4179.165039
	Iteration 4F: 3 clusters Score -558543.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -558764.562500 Penalty: 4179.165039
	Iteration 5F: 3 clusters Score -558764.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -558966.937500 Penalty: 4179.165039
	Iteration 6F: 3 clusters Score -558966.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -559156.562500 Penalty: 4179.165039
	Iteration 7F: 3 clusters Score -559156.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -559325.812500 Penalty: 4179.165039
	Iteration 8Q: 3 clusters Score -559325.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -559456.625000 Penalty: 4179.165039
	Iteration 9Q: 3 clusters Score -559456.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -559564.187500 Penalty: 4179.165039
	Iteration 10Q: 3 clusters Score -559564.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -559668.375000 Penalty: 4179.165039
	Iteration 11Q: 3 clusters Score -559668.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -559740.125000 Penalty: 4179.165039
	Iteration 12Q: 3 clusters Score -559740.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -559782.250000 Penalty: 4179.165039
	Iteration 13Q: 3 clusters Score -559782.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -559820.125000 Penalty: 4179.165039
	Iteration 14Q: 3 clusters Score -559820.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -559847.937500 Penalty: 4179.165039
	Iteration 15Q: 3 clusters Score -559847.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -559879.312500 Penalty: 4179.165039
	Iteration 16Q: 3 clusters Score -559879.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -559898.437500 Penalty: 4179.165039
	Iteration 17Q: 3 clusters Score -559898.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -559916.750000 Penalty: 4179.165039
	Iteration 18Q: 3 clusters Score -559916.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -559930.375000 Penalty: 4179.165039
	Iteration 19Q: 3 clusters Score -559930.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -559937.812500 Penalty: 4179.165039
	Iteration 20F: 3 clusters Score -559937.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -559942.750000 Penalty: 4179.165039
	Iteration 21Q: 3 clusters Score -559942.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -559947.187500 Penalty: 4179.165039
	Iteration 22Q: 3 clusters Score -559947.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -559950.875000 Penalty: 4179.165039
	Iteration 23Q: 3 clusters Score -559950.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -559954.562500 Penalty: 4179.165039
	Iteration 24Q: 3 clusters Score -559954.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -559957.250000 Penalty: 4179.165039
	Iteration 25Q: 3 clusters Score -559957.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -559959.125000 Penalty: 4179.165039
	Iteration 26Q: 3 clusters Score -559959.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -559962.750000 Penalty: 4179.165039
	Iteration 27Q: 3 clusters Score -559962.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -559968.187500 Penalty: 4179.165039
	Iteration 28Q: 3 clusters Score -559968.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -559973.375000 Penalty: 4179.165039
	Iteration 29Q: 3 clusters Score -559973.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -559980.625000 Penalty: 4179.165039
	Iteration 30Q: 3 clusters Score -559980.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -559992.062500 Penalty: 4179.165039
	Iteration 31Q: 3 clusters Score -559992.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -559999.750000 Penalty: 4179.165039
	Iteration 32Q: 3 clusters Score -559999.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -560006.375000 Penalty: 4179.165039
	Iteration 33Q: 3 clusters Score -560006.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -560012.500000 Penalty: 4179.165039
	Iteration 34Q: 3 clusters Score -560012.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -560016.437500 Penalty: 4179.165039
	Iteration 35Q: 3 clusters Score -560016.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -560019.125000 Penalty: 4179.165039
	Iteration 36Q: 3 clusters Score -560019.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -560021.250000 Penalty: 4179.165039
	Iteration 37Q: 3 clusters Score -560021.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -560024.000000 Penalty: 4179.165039
	Iteration 38Q: 3 clusters Score -560024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -560028.312500 Penalty: 4179.165039
	Iteration 39Q: 3 clusters Score -560028.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -560029.875000 Penalty: 4179.165039
	Iteration 40F: 3 clusters Score -560029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -560030.562500 Penalty: 4179.165039
	Iteration 41Q: 3 clusters Score -560030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -560031.500000 Penalty: 4179.165039
	Iteration 42Q: 3 clusters Score -560031.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -560033.187500 Penalty: 4179.165039
	Iteration 43Q: 3 clusters Score -560033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -560034.000000 Penalty: 4179.165039
	Iteration 44Q: 3 clusters Score -560034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -560036.125000 Penalty: 4179.165039
	Iteration 45Q: 3 clusters Score -560036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -560037.437500 Penalty: 4179.165039
	Iteration 46Q: 3 clusters Score -560037.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -560039.375000 Penalty: 4179.165039
	Iteration 47Q: 3 clusters Score -560039.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -560040.062500 Penalty: 4179.165039
	Iteration 48Q: 3 clusters Score -560040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -560041.750000 Penalty: 4179.165039
	Iteration 49Q: 3 clusters Score -560041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -560041.625000 Penalty: 4179.165039
	Iteration 50Q: 3 clusters Score -560041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -560041.625000 Penalty: 4179.165039
	Iteration 51F: 3 clusters Score -560041.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Entering Unmasked Estep 
Score: -694088.312500 Penalty: 2142.749512
	Iteration 0F: 2 clusters Score -694088.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -689216.125000 Penalty: 4285.499023
	Iteration 0F: 3 clusters Score -689216.1 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -690562.062500 Penalty: 4285.499023
	Iteration 1F: 3 clusters Score -690562.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -690881.187500 Penalty: 4285.499023
	Iteration 2F: 3 clusters Score -690881.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -691084.312500 Penalty: 4285.499023
	Iteration 3F: 3 clusters Score -691084.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -691276.250000 Penalty: 4285.499023
	Iteration 4Q: 3 clusters Score -691276.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -691455.000000 Penalty: 4285.499023
	Iteration 5Q: 3 clusters Score -691455 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -691620.375000 Penalty: 4285.499023
	Iteration 6Q: 3 clusters Score -691620.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -691800.250000 Penalty: 4285.499023
	Iteration 7Q: 3 clusters Score -691800.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -691983.812500 Penalty: 4285.499023
	Iteration 8Q: 3 clusters Score -691983.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -692165.125000 Penalty: 4285.499023
	Iteration 9Q: 3 clusters Score -692165.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -692305.625000 Penalty: 4285.499023
	Iteration 10Q: 3 clusters Score -692305.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -692432.562500 Penalty: 4285.499023
	Iteration 11Q: 3 clusters Score -692432.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -692531.500000 Penalty: 4285.499023
	Iteration 12Q: 3 clusters Score -692531.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -692595.062500 Penalty: 4285.499023
	Iteration 13Q: 3 clusters Score -692595.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -692648.437500 Penalty: 4285.499023
	Iteration 14Q: 3 clusters Score -692648.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -692683.437500 Penalty: 4285.499023
	Iteration 15Q: 3 clusters Score -692683.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -692708.937500 Penalty: 4285.499023
	Iteration 16Q: 3 clusters Score -692708.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -692735.375000 Penalty: 4285.499023
	Iteration 17Q: 3 clusters Score -692735.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -692752.875000 Penalty: 4285.499023
	Iteration 18Q: 3 clusters Score -692752.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -692762.375000 Penalty: 4285.499023
	Iteration 19Q: 3 clusters Score -692762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -692766.875000 Penalty: 4285.499023
	Iteration 20F: 3 clusters Score -692766.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -692774.437500 Penalty: 4285.499023
	Iteration 21Q: 3 clusters Score -692774.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -692776.375000 Penalty: 4285.499023
	Iteration 22Q: 3 clusters Score -692776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -692779.625000 Penalty: 4285.499023
	Iteration 23Q: 3 clusters Score -692779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -692781.500000 Penalty: 4285.499023
	Iteration 24Q: 3 clusters Score -692781.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -692789.812500 Penalty: 4285.499023
	Iteration 25Q: 3 clusters Score -692789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -692790.937500 Penalty: 4285.499023
	Iteration 26Q: 3 clusters Score -692790.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -692792.625000 Penalty: 4285.499023
	Iteration 27Q: 3 clusters Score -692792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -692795.437500 Penalty: 4285.499023
	Iteration 28Q: 3 clusters Score -692795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -692799.125000 Penalty: 4285.499023
	Iteration 29Q: 3 clusters Score -692799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -692800.875000 Penalty: 4285.499023
	Iteration 30Q: 3 clusters Score -692800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -692804.937500 Penalty: 4285.499023
	Iteration 31Q: 3 clusters Score -692804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -692805.187500 Penalty: 4285.499023
	Iteration 32Q: 3 clusters Score -692805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -692805.812500 Penalty: 4285.499023
	Iteration 33Q: 3 clusters Score -692805.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -692805.812500 Penalty: 4285.499023
	Iteration 34F: 3 clusters Score -692805.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Entering Unmasked Estep 
Score: -2292112.750000 Penalty: 2436.569336
	Iteration 0F: 2 clusters Score -2292113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2278974.500000 Penalty: 4873.138672
	Iteration 0F: 3 clusters Score -2278974 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2283251.500000 Penalty: 4873.138672
	Iteration 1F: 3 clusters Score -2283252 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2283624.000000 Penalty: 4873.138672
	Iteration 2F: 3 clusters Score -2283624 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2283970.500000 Penalty: 4873.138672
	Iteration 3Q: 3 clusters Score -2283970 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2284357.250000 Penalty: 4873.138672
	Iteration 4Q: 3 clusters Score -2284357 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2284825.250000 Penalty: 4873.138672
	Iteration 5Q: 3 clusters Score -2284825 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2285506.000000 Penalty: 4873.138672
	Iteration 6F: 3 clusters Score -2285506 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2286360.250000 Penalty: 4873.138672
	Iteration 7F: 3 clusters Score -2286360 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2287263.750000 Penalty: 4873.138672
	Iteration 8F: 3 clusters Score -2287264 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2288045.500000 Penalty: 4873.138672
	Iteration 9F: 3 clusters Score -2288046 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2288704.500000 Penalty: 4873.138672
	Iteration 10Q: 3 clusters Score -2288704 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2289238.250000 Penalty: 4873.138672
	Iteration 11Q: 3 clusters Score -2289238 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2289661.000000 Penalty: 4873.138672
	Iteration 12Q: 3 clusters Score -2289661 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2290013.000000 Penalty: 4873.138672
	Iteration 13Q: 3 clusters Score -2290013 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2290260.000000 Penalty: 4873.138672
	Iteration 14Q: 3 clusters Score -2290260 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2290398.750000 Penalty: 4873.138672
	Iteration 15Q: 3 clusters Score -2290399 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2290444.000000 Penalty: 4873.138672
	Iteration 16Q: 3 clusters Score -2290444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2290477.750000 Penalty: 4873.138672
	Iteration 17Q: 3 clusters Score -2290478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2290500.750000 Penalty: 4873.138672
	Iteration 18Q: 3 clusters Score -2290501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2290513.000000 Penalty: 4873.138672
	Iteration 19Q: 3 clusters Score -2290513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2290524.750000 Penalty: 4873.138672
	Iteration 20F: 3 clusters Score -2290525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2290528.750000 Penalty: 4873.138672
	Iteration 21Q: 3 clusters Score -2290529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2290536.000000 Penalty: 4873.138672
	Iteration 22Q: 3 clusters Score -2290536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2290541.000000 Penalty: 4873.138672
	Iteration 23Q: 3 clusters Score -2290541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2290548.000000 Penalty: 4873.138672
	Iteration 24Q: 3 clusters Score -2290548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2290557.250000 Penalty: 4873.138672
	Iteration 25Q: 3 clusters Score -2290557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2290566.000000 Penalty: 4873.138672
	Iteration 26Q: 3 clusters Score -2290566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2290572.750000 Penalty: 4873.138672
	Iteration 27Q: 3 clusters Score -2290573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2290577.250000 Penalty: 4873.138672
	Iteration 28Q: 3 clusters Score -2290577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2290577.500000 Penalty: 4873.138672
	Iteration 29Q: 3 clusters Score -2290578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2290580.750000 Penalty: 4873.138672
	Iteration 30Q: 3 clusters Score -2290581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2290582.250000 Penalty: 4873.138672
	Iteration 31Q: 3 clusters Score -2290582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2290581.250000 Penalty: 4873.138672
	Iteration 32Q: 3 clusters Score -2290581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2290592.000000 Penalty: 4873.138672
	Iteration 33Q: 3 clusters Score -2290592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2290591.000000 Penalty: 4873.138672
	Iteration 34Q: 3 clusters Score -2290591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2290594.000000 Penalty: 4873.138672
	Iteration 35Q: 3 clusters Score -2290594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2290591.500000 Penalty: 4873.138672
	Iteration 36Q: 3 clusters Score -2290592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2290599.500000 Penalty: 4873.138672
	Iteration 37Q: 3 clusters Score -2290600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2290600.250000 Penalty: 4873.138672
	Iteration 38Q: 3 clusters Score -2290600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2290602.750000 Penalty: 4873.138672
	Iteration 39Q: 3 clusters Score -2290603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2290602.000000 Penalty: 4873.138672
	Iteration 40F: 3 clusters Score -2290602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2290601.250000 Penalty: 4873.138672
	Iteration 41Q: 3 clusters Score -2290601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2290604.000000 Penalty: 4873.138672
	Iteration 42Q: 3 clusters Score -2290604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2290604.000000 Penalty: 4873.138672
	Iteration 43F: 3 clusters Score -2290604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (281467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281467 members 
Entering Unmasked Estep 
Score: -36313828.000000 Penalty: 3111.847168
	Iteration 0F: 2 clusters Score -3.631383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140908 members 
Mstep: Class 2 contains 140559 members 
Entering Unmasked Estep 
Score: -36143408.000000 Penalty: 6223.694336
	Iteration 0F: 3 clusters Score -3.614341e+07 nChanged 136307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144891 members 
Mstep: Class 2 contains 136576 members 
Entering Unmasked Estep 
Score: -36224768.000000 Penalty: 6223.694336
	Iteration 1F: 3 clusters Score -3.622477e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147710 members 
Mstep: Class 2 contains 133757 members 
Entering Unmasked Estep 
Score: -36226664.000000 Penalty: 6223.694336
	Iteration 2Q: 3 clusters Score -3.622666e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152126 members 
Mstep: Class 2 contains 129341 members 
Entering Unmasked Estep 
Score: -36228996.000000 Penalty: 6223.694336
	Iteration 3Q: 3 clusters Score -3.6229e+07 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158938 members 
Mstep: Class 2 contains 122529 members 
Entering Unmasked Estep 
Score: -36232992.000000 Penalty: 6223.694336
	Iteration 4Q: 3 clusters Score -3.623299e+07 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168839 members 
Mstep: Class 2 contains 112628 members 
Entering Unmasked Estep 
Score: -36238684.000000 Penalty: 6223.694336
	Iteration 5Q: 3 clusters Score -3.623868e+07 nChanged 16728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182251 members 
Mstep: Class 2 contains 99216 members 
Entering Unmasked Estep 
Score: -36247732.000000 Penalty: 6223.694336
	Iteration 6F: 3 clusters Score -3.624773e+07 nChanged 19104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198753 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
Score: -36259996.000000 Penalty: 6223.694336
	Iteration 7F: 3 clusters Score -3.626e+07 nChanged 18900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215133 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -36274704.000000 Penalty: 6223.694336
	Iteration 8F: 3 clusters Score -3.62747e+07 nChanged 16118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229121 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -36287340.000000 Penalty: 6223.694336
	Iteration 9F: 3 clusters Score -3.628734e+07 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239953 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -36295516.000000 Penalty: 6223.694336
	Iteration 10Q: 3 clusters Score -3.629552e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248319 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -36300524.000000 Penalty: 6223.694336
	Iteration 11Q: 3 clusters Score -3.630052e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254930 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -36303360.000000 Penalty: 6223.694336
	Iteration 12Q: 3 clusters Score -3.630336e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260382 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -36305604.000000 Penalty: 6223.694336
	Iteration 13Q: 3 clusters Score -3.63056e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264775 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -36307664.000000 Penalty: 6223.694336
	Iteration 14Q: 3 clusters Score -3.630766e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268206 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -36308872.000000 Penalty: 6223.694336
	Iteration 15Q: 3 clusters Score -3.630887e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270826 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -36309808.000000 Penalty: 6223.694336
	Iteration 16Q: 3 clusters Score -3.630981e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272804 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -36310572.000000 Penalty: 6223.694336
	Iteration 17Q: 3 clusters Score -3.631057e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274249 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -36311248.000000 Penalty: 6223.694336
	Iteration 18Q: 3 clusters Score -3.631125e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275266 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -36311608.000000 Penalty: 6223.694336
	Iteration 19Q: 3 clusters Score -3.631161e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275978 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -36312000.000000 Penalty: 6223.694336
	Iteration 20F: 3 clusters Score -3.6312e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276496 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -36312136.000000 Penalty: 6223.694336
	Iteration 21Q: 3 clusters Score -3.631214e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276864 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -36312256.000000 Penalty: 6223.694336
	Iteration 22Q: 3 clusters Score -3.631226e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277116 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -36312296.000000 Penalty: 6223.694336
	Iteration 23Q: 3 clusters Score -3.63123e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277333 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -36312316.000000 Penalty: 6223.694336
	Iteration 24Q: 3 clusters Score -3.631232e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277491 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -36312400.000000 Penalty: 6223.694336
	Iteration 25Q: 3 clusters Score -3.63124e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277619 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -36312428.000000 Penalty: 6223.694336
	Iteration 26Q: 3 clusters Score -3.631243e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277698 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -36312456.000000 Penalty: 6223.694336
	Iteration 27Q: 3 clusters Score -3.631246e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277768 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -36312504.000000 Penalty: 6223.694336
	Iteration 28Q: 3 clusters Score -3.63125e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277839 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -36312500.000000 Penalty: 6223.694336
	Iteration 29Q: 3 clusters Score -3.63125e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277896 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -36312524.000000 Penalty: 6223.694336
	Iteration 30Q: 3 clusters Score -3.631252e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277939 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -36312572.000000 Penalty: 6223.694336
	Iteration 31Q: 3 clusters Score -3.631257e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277989 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -36312568.000000 Penalty: 6223.694336
	Iteration 32Q: 3 clusters Score -3.631257e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278034 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -36312564.000000 Penalty: 6223.694336
	Iteration 33Q: 3 clusters Score -3.631256e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278068 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -36312596.000000 Penalty: 6223.694336
	Iteration 34Q: 3 clusters Score -3.63126e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278101 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -36312548.000000 Penalty: 6223.694336
	Iteration 35Q: 3 clusters Score -3.631255e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278132 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -36312556.000000 Penalty: 6223.694336
	Iteration 36Q: 3 clusters Score -3.631256e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278145 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -36312600.000000 Penalty: 6223.694336
	Iteration 37Q: 3 clusters Score -3.63126e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278155 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -36312596.000000 Penalty: 6223.694336
	Iteration 38Q: 3 clusters Score -3.63126e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278171 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -36312608.000000 Penalty: 6223.694336
	Iteration 39Q: 3 clusters Score -3.631261e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278188 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -36312640.000000 Penalty: 6223.694336
	Iteration 40F: 3 clusters Score -3.631264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278205 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -36312632.000000 Penalty: 6223.694336
	Iteration 41Q: 3 clusters Score -3.631263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278215 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -36312640.000000 Penalty: 6223.694336
	Iteration 42Q: 3 clusters Score -3.631264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278223 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -36312636.000000 Penalty: 6223.694336
	Iteration 43Q: 3 clusters Score -3.631264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278237 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -36312632.000000 Penalty: 6223.694336
	Iteration 44Q: 3 clusters Score -3.631263e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278241 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -36312636.000000 Penalty: 6223.694336
	Iteration 45Q: 3 clusters Score -3.631264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278251 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -36312652.000000 Penalty: 6223.694336
	Iteration 46Q: 3 clusters Score -3.631265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278262 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -36312636.000000 Penalty: 6223.694336
	Iteration 47Q: 3 clusters Score -3.631264e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278273 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -36312656.000000 Penalty: 6223.694336
	Iteration 48Q: 3 clusters Score -3.631266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278281 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -36312660.000000 Penalty: 6223.694336
	Iteration 49Q: 3 clusters Score -3.631266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278290 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -36312656.000000 Penalty: 6223.694336
	Iteration 50Q: 3 clusters Score -3.631266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278299 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -36312648.000000 Penalty: 6223.694336
	Iteration 51Q: 3 clusters Score -3.631265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278307 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -36312664.000000 Penalty: 6223.694336
	Iteration 52Q: 3 clusters Score -3.631266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278314 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -36312672.000000 Penalty: 6223.694336
	Iteration 53Q: 3 clusters Score -3.631267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278323 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -36312632.000000 Penalty: 6223.694336
	Iteration 54Q: 3 clusters Score -3.631263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278324 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -36312648.000000 Penalty: 6223.694336
	Iteration 55Q: 3 clusters Score -3.631265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278325 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -36312620.000000 Penalty: 6223.694336
	Iteration 56Q: 3 clusters Score -3.631262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278326 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -36312636.000000 Penalty: 6223.694336
	Iteration 57Q: 3 clusters Score -3.631264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278327 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -36312656.000000 Penalty: 6223.694336
	Iteration 58Q: 3 clusters Score -3.631266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278328 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -36312640.000000 Penalty: 6223.694336
	Iteration 59Q: 3 clusters Score -3.631264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278329 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -36312648.000000 Penalty: 6223.694336
	Iteration 60F: 3 clusters Score -3.631265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278328 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -36312652.000000 Penalty: 6223.694336
	Iteration 61Q: 3 clusters Score -3.631265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278328 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -36312652.000000 Penalty: 6223.694336
	Iteration 62F: 3 clusters Score -3.631265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -2323100.750000 Penalty: 2448.881592
	Iteration 0F: 2 clusters Score -2323101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2309386.750000 Penalty: 4897.763184
	Iteration 0F: 3 clusters Score -2309387 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2314239.000000 Penalty: 4897.763184
	Iteration 1F: 3 clusters Score -2314239 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2314815.500000 Penalty: 4897.763184
	Iteration 2F: 3 clusters Score -2314816 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2315574.750000 Penalty: 4897.763184
	Iteration 3F: 3 clusters Score -2315575 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2316604.000000 Penalty: 4897.763184
	Iteration 4F: 3 clusters Score -2316604 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2318048.250000 Penalty: 4897.763184
	Iteration 5F: 3 clusters Score -2318048 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2319968.250000 Penalty: 4897.763184
	Iteration 6F: 3 clusters Score -2319968 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2321850.500000 Penalty: 4897.763184
	Iteration 7F: 3 clusters Score -2321850 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2322977.250000 Penalty: 4897.763184
	Iteration 8F: 3 clusters Score -2322977 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2323408.250000 Penalty: 4897.763184
	Iteration 9Q: 3 clusters Score -2323408 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2323567.500000 Penalty: 4897.763184
	Iteration 10Q: 3 clusters Score -2323568 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2323651.500000 Penalty: 4897.763184
	Iteration 11Q: 3 clusters Score -2323652 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2323688.500000 Penalty: 4897.763184
	Iteration 12Q: 3 clusters Score -2323688 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2323701.250000 Penalty: 4897.763184
	Iteration 13Q: 3 clusters Score -2323701 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2323725.500000 Penalty: 4897.763184
	Iteration 14Q: 3 clusters Score -2323726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2323734.750000 Penalty: 4897.763184
	Iteration 15Q: 3 clusters Score -2323735 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2323748.000000 Penalty: 4897.763184
	Iteration 16Q: 3 clusters Score -2323748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2323749.250000 Penalty: 4897.763184
	Iteration 17Q: 3 clusters Score -2323749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2323757.500000 Penalty: 4897.763184
	Iteration 18Q: 3 clusters Score -2323758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2323757.000000 Penalty: 4897.763184
	Iteration 19Q: 3 clusters Score -2323757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2323765.250000 Penalty: 4897.763184
	Iteration 20F: 3 clusters Score -2323765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2323758.750000 Penalty: 4897.763184
	Iteration 21Q: 3 clusters Score -2323759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2323762.250000 Penalty: 4897.763184
	Iteration 22Q: 3 clusters Score -2323762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2323761.750000 Penalty: 4897.763184
	Iteration 23Q: 3 clusters Score -2323762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2323765.000000 Penalty: 4897.763184
	Iteration 24Q: 3 clusters Score -2323765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2323769.750000 Penalty: 4897.763184
	Iteration 25Q: 3 clusters Score -2323770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2323772.750000 Penalty: 4897.763184
	Iteration 26Q: 3 clusters Score -2323773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2323773.250000 Penalty: 4897.763184
	Iteration 27Q: 3 clusters Score -2323773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2323771.750000 Penalty: 4897.763184
	Iteration 28Q: 3 clusters Score -2323772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2323767.750000 Penalty: 4897.763184
	Iteration 29Q: 3 clusters Score -2323768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2323769.500000 Penalty: 4897.763184
	Iteration 30Q: 3 clusters Score -2323770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2323762.000000 Penalty: 4897.763184
	Iteration 31Q: 3 clusters Score -2323762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2323765.000000 Penalty: 4897.763184
	Iteration 32Q: 3 clusters Score -2323765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2323765.000000 Penalty: 4897.763184
	Iteration 33F: 3 clusters Score -2323765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 28358 members 
Mstep: Class 3 contains 43276 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 5 contains 149144 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18488 members 
Mstep: Class 10 contains 281467 members 
Mstep: Class 11 contains 12580 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 19166 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34174 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100322 members 
Mstep: Class 21 contains 151290 members 
Mstep: Class 22 contains 42714 members 
Mstep: Class 23 contains 121887 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21086 members 
Mstep: Class 27 contains 106094 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 6849 members 
Entering Unmasked Estep 
Score: -157721456.000000 Penalty: 108024.484375
Splitting cluster 11 changes total score from -157721312.000000 to -157721456.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (10879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Entering Unmasked Estep 
Score: -1308868.250000 Penalty: 2305.058350
	Iteration 0F: 2 clusters Score -1308868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1300634.625000 Penalty: 4610.116699
	Iteration 0F: 3 clusters Score -1300635 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1303086.875000 Penalty: 4610.116699
	Iteration 1F: 3 clusters Score -1303087 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1303474.125000 Penalty: 4610.116699
	Iteration 2F: 3 clusters Score -1303474 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1303815.375000 Penalty: 4610.116699
	Iteration 3F: 3 clusters Score -1303815 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1304130.375000 Penalty: 4610.116699
	Iteration 4F: 3 clusters Score -1304130 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1304419.875000 Penalty: 4610.116699
	Iteration 5Q: 3 clusters Score -1304420 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1304784.750000 Penalty: 4610.116699
	Iteration 6Q: 3 clusters Score -1304785 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1305225.875000 Penalty: 4610.116699
	Iteration 7F: 3 clusters Score -1305226 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1305738.500000 Penalty: 4610.116699
	Iteration 8F: 3 clusters Score -1305738 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1306242.875000 Penalty: 4610.116699
	Iteration 9F: 3 clusters Score -1306243 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1306739.000000 Penalty: 4610.116699
	Iteration 10F: 3 clusters Score -1306739 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1307228.875000 Penalty: 4610.116699
	Iteration 11Q: 3 clusters Score -1307229 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1307575.875000 Penalty: 4610.116699
	Iteration 12Q: 3 clusters Score -1307576 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1307783.875000 Penalty: 4610.116699
	Iteration 13Q: 3 clusters Score -1307784 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1307908.125000 Penalty: 4610.116699
	Iteration 14Q: 3 clusters Score -1307908 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1307996.500000 Penalty: 4610.116699
	Iteration 15Q: 3 clusters Score -1307996 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1308061.125000 Penalty: 4610.116699
	Iteration 16Q: 3 clusters Score -1308061 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1308092.000000 Penalty: 4610.116699
	Iteration 17Q: 3 clusters Score -1308092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1308120.000000 Penalty: 4610.116699
	Iteration 18Q: 3 clusters Score -1308120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1308141.875000 Penalty: 4610.116699
	Iteration 19Q: 3 clusters Score -1308142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1308165.875000 Penalty: 4610.116699
	Iteration 20F: 3 clusters Score -1308166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1308176.625000 Penalty: 4610.116699
	Iteration 21Q: 3 clusters Score -1308177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1308192.000000 Penalty: 4610.116699
	Iteration 22Q: 3 clusters Score -1308192 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1308210.375000 Penalty: 4610.116699
	Iteration 23Q: 3 clusters Score -1308210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1308238.875000 Penalty: 4610.116699
	Iteration 24Q: 3 clusters Score -1308239 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1308273.125000 Penalty: 4610.116699
	Iteration 25Q: 3 clusters Score -1308273 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1308300.875000 Penalty: 4610.116699
	Iteration 26Q: 3 clusters Score -1308301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1308334.375000 Penalty: 4610.116699
	Iteration 27Q: 3 clusters Score -1308334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1308347.500000 Penalty: 4610.116699
	Iteration 28Q: 3 clusters Score -1308348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1308368.375000 Penalty: 4610.116699
	Iteration 29Q: 3 clusters Score -1308368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1308382.750000 Penalty: 4610.116699
	Iteration 30Q: 3 clusters Score -1308383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1308393.000000 Penalty: 4610.116699
	Iteration 31Q: 3 clusters Score -1308393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1308397.500000 Penalty: 4610.116699
	Iteration 32Q: 3 clusters Score -1308398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1308410.250000 Penalty: 4610.116699
	Iteration 33Q: 3 clusters Score -1308410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1308408.625000 Penalty: 4610.116699
	Iteration 34Q: 3 clusters Score -1308409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1308407.000000 Penalty: 4610.116699
	Iteration 35Q: 3 clusters Score -1308407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1308412.250000 Penalty: 4610.116699
	Iteration 36Q: 3 clusters Score -1308412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1308415.750000 Penalty: 4610.116699
	Iteration 37Q: 3 clusters Score -1308416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1308416.625000 Penalty: 4610.116699
	Iteration 38Q: 3 clusters Score -1308417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1308418.000000 Penalty: 4610.116699
	Iteration 39Q: 3 clusters Score -1308418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1308417.750000 Penalty: 4610.116699
	Iteration 40F: 3 clusters Score -1308418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1308418.625000 Penalty: 4610.116699
	Iteration 41Q: 3 clusters Score -1308419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1308418.875000 Penalty: 4610.116699
	Iteration 42Q: 3 clusters Score -1308419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1308424.000000 Penalty: 4610.116699
	Iteration 43Q: 3 clusters Score -1308424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1308423.500000 Penalty: 4610.116699
	Iteration 44Q: 3 clusters Score -1308424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1308425.500000 Penalty: 4610.116699
	Iteration 45Q: 3 clusters Score -1308426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1308426.125000 Penalty: 4610.116699
	Iteration 46Q: 3 clusters Score -1308426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1308427.500000 Penalty: 4610.116699
	Iteration 47Q: 3 clusters Score -1308428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1308428.625000 Penalty: 4610.116699
	Iteration 48Q: 3 clusters Score -1308429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1308426.875000 Penalty: 4610.116699
	Iteration 49Q: 3 clusters Score -1308427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1308426.875000 Penalty: 4610.116699
	Iteration 50F: 3 clusters Score -1308427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Entering Unmasked Estep 
Score: -306331.218750 Penalty: 1973.032349
	Iteration 0F: 2 clusters Score -306331.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -303162.437500 Penalty: 3946.064697
	Iteration 0F: 3 clusters Score -303162.4 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -303919.781250 Penalty: 3946.064697
	Iteration 1F: 3 clusters Score -303919.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -304216.312500 Penalty: 3946.064697
	Iteration 2F: 3 clusters Score -304216.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -304521.875000 Penalty: 3946.064697
	Iteration 3F: 3 clusters Score -304521.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -304875.000000 Penalty: 3946.064697
	Iteration 4F: 3 clusters Score -304875 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -305159.843750 Penalty: 3946.064697
	Iteration 5F: 3 clusters Score -305159.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -305366.312500 Penalty: 3946.064697
	Iteration 6F: 3 clusters Score -305366.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -305490.031250 Penalty: 3946.064697
	Iteration 7Q: 3 clusters Score -305490 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -305600.593750 Penalty: 3946.064697
	Iteration 8Q: 3 clusters Score -305600.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -305654.812500 Penalty: 3946.064697
	Iteration 9Q: 3 clusters Score -305654.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -305700.250000 Penalty: 3946.064697
	Iteration 10Q: 3 clusters Score -305700.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -305729.968750 Penalty: 3946.064697
	Iteration 11Q: 3 clusters Score -305730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -305747.531250 Penalty: 3946.064697
	Iteration 12Q: 3 clusters Score -305747.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -305757.718750 Penalty: 3946.064697
	Iteration 13Q: 3 clusters Score -305757.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -305765.625000 Penalty: 3946.064697
	Iteration 14Q: 3 clusters Score -305765.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -305774.156250 Penalty: 3946.064697
	Iteration 15Q: 3 clusters Score -305774.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -305783.593750 Penalty: 3946.064697
	Iteration 16Q: 3 clusters Score -305783.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -305796.343750 Penalty: 3946.064697
	Iteration 17Q: 3 clusters Score -305796.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -305802.656250 Penalty: 3946.064697
	Iteration 18Q: 3 clusters Score -305802.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -305808.125000 Penalty: 3946.064697
	Iteration 19Q: 3 clusters Score -305808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -305808.343750 Penalty: 3946.064697
	Iteration 20F: 3 clusters Score -305808.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Entering Unmasked Estep 
Score: -2470512.250000 Penalty: 2445.501465
	Iteration 0F: 2 clusters Score -2470512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2457056.750000 Penalty: 4891.002930
	Iteration 0F: 3 clusters Score -2457057 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2461464.000000 Penalty: 4891.002930
	Iteration 1F: 3 clusters Score -2461464 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2461797.750000 Penalty: 4891.002930
	Iteration 2F: 3 clusters Score -2461798 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2462088.000000 Penalty: 4891.002930
	Iteration 3Q: 3 clusters Score -2462088 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2462375.750000 Penalty: 4891.002930
	Iteration 4Q: 3 clusters Score -2462376 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2462700.750000 Penalty: 4891.002930
	Iteration 5Q: 3 clusters Score -2462701 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2463138.250000 Penalty: 4891.002930
	Iteration 6Q: 3 clusters Score -2463138 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2463783.250000 Penalty: 4891.002930
	Iteration 7F: 3 clusters Score -2463783 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2464647.250000 Penalty: 4891.002930
	Iteration 8F: 3 clusters Score -2464647 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2465663.750000 Penalty: 4891.002930
	Iteration 9F: 3 clusters Score -2465664 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2466623.500000 Penalty: 4891.002930
	Iteration 10F: 3 clusters Score -2466624 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2467375.000000 Penalty: 4891.002930
	Iteration 11Q: 3 clusters Score -2467375 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2467905.000000 Penalty: 4891.002930
	Iteration 12Q: 3 clusters Score -2467905 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2468152.750000 Penalty: 4891.002930
	Iteration 13Q: 3 clusters Score -2468153 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2468308.500000 Penalty: 4891.002930
	Iteration 14Q: 3 clusters Score -2468308 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2468404.500000 Penalty: 4891.002930
	Iteration 15Q: 3 clusters Score -2468404 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2468485.750000 Penalty: 4891.002930
	Iteration 16Q: 3 clusters Score -2468486 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2468558.250000 Penalty: 4891.002930
	Iteration 17Q: 3 clusters Score -2468558 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2468604.500000 Penalty: 4891.002930
	Iteration 18Q: 3 clusters Score -2468604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2468632.750000 Penalty: 4891.002930
	Iteration 19Q: 3 clusters Score -2468633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2468660.750000 Penalty: 4891.002930
	Iteration 20F: 3 clusters Score -2468661 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2468683.500000 Penalty: 4891.002930
	Iteration 21Q: 3 clusters Score -2468684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2468713.250000 Penalty: 4891.002930
	Iteration 22Q: 3 clusters Score -2468713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2468726.500000 Penalty: 4891.002930
	Iteration 23Q: 3 clusters Score -2468726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2468746.500000 Penalty: 4891.002930
	Iteration 24Q: 3 clusters Score -2468746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2468766.750000 Penalty: 4891.002930
	Iteration 25Q: 3 clusters Score -2468767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2468774.750000 Penalty: 4891.002930
	Iteration 26Q: 3 clusters Score -2468775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2468787.250000 Penalty: 4891.002930
	Iteration 27Q: 3 clusters Score -2468787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2468799.500000 Penalty: 4891.002930
	Iteration 28Q: 3 clusters Score -2468800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2468808.250000 Penalty: 4891.002930
	Iteration 29Q: 3 clusters Score -2468808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2468816.250000 Penalty: 4891.002930
	Iteration 30Q: 3 clusters Score -2468816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2468816.750000 Penalty: 4891.002930
	Iteration 31Q: 3 clusters Score -2468817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2468816.500000 Penalty: 4891.002930
	Iteration 32Q: 3 clusters Score -2468816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2468821.000000 Penalty: 4891.002930
	Iteration 33Q: 3 clusters Score -2468821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2468824.250000 Penalty: 4891.002930
	Iteration 34Q: 3 clusters Score -2468824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2468824.250000 Penalty: 4891.002930
	Iteration 35Q: 3 clusters Score -2468824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2468824.750000 Penalty: 4891.002930
	Iteration 36Q: 3 clusters Score -2468825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2468823.250000 Penalty: 4891.002930
	Iteration 37Q: 3 clusters Score -2468823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2468823.500000 Penalty: 4891.002930
	Iteration 38Q: 3 clusters Score -2468824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2468828.000000 Penalty: 4891.002930
	Iteration 39Q: 3 clusters Score -2468828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2468828.500000 Penalty: 4891.002930
	Iteration 40F: 3 clusters Score -2468828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2468822.000000 Penalty: 4891.002930
	Iteration 41Q: 3 clusters Score -2468822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2468823.250000 Penalty: 4891.002930
	Iteration 42Q: 3 clusters Score -2468823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2468826.000000 Penalty: 4891.002930
	Iteration 43Q: 3 clusters Score -2468826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2468826.000000 Penalty: 4891.002930
	Iteration 44F: 3 clusters Score -2468826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -967085.375000 Penalty: 2230.030762
	Iteration 0F: 2 clusters Score -967085.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -960640.625000 Penalty: 4460.061523
	Iteration 0F: 3 clusters Score -960640.6 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -962484.125000 Penalty: 4460.061523
	Iteration 1F: 3 clusters Score -962484.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -962783.687500 Penalty: 4460.061523
	Iteration 2F: 3 clusters Score -962783.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -963003.125000 Penalty: 4460.061523
	Iteration 3F: 3 clusters Score -963003.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -963178.375000 Penalty: 4460.061523
	Iteration 4Q: 3 clusters Score -963178.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -963324.812500 Penalty: 4460.061523
	Iteration 5Q: 3 clusters Score -963324.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -963446.875000 Penalty: 4460.061523
	Iteration 6Q: 3 clusters Score -963446.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -963556.187500 Penalty: 4460.061523
	Iteration 7Q: 3 clusters Score -963556.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -963656.687500 Penalty: 4460.061523
	Iteration 8Q: 3 clusters Score -963656.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -963754.437500 Penalty: 4460.061523
	Iteration 9Q: 3 clusters Score -963754.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -963853.875000 Penalty: 4460.061523
	Iteration 10Q: 3 clusters Score -963853.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -963953.750000 Penalty: 4460.061523
	Iteration 11Q: 3 clusters Score -963953.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -964072.625000 Penalty: 4460.061523
	Iteration 12Q: 3 clusters Score -964072.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -964213.000000 Penalty: 4460.061523
	Iteration 13Q: 3 clusters Score -964213 nChanged 221
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: -964342.250000 Penalty: 4460.061523
	Iteration 14Q: 3 clusters Score -964342.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -964474.937500 Penalty: 4460.061523
	Iteration 15Q: 3 clusters Score -964474.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -964580.500000 Penalty: 4460.061523
	Iteration 16Q: 3 clusters Score -964580.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -964692.750000 Penalty: 4460.061523
	Iteration 17Q: 3 clusters Score -964692.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -964804.062500 Penalty: 4460.061523
	Iteration 18Q: 3 clusters Score -964804.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -964941.437500 Penalty: 4460.061523
	Iteration 19Q: 3 clusters Score -964941.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -965066.437500 Penalty: 4460.061523
	Iteration 20F: 3 clusters Score -965066.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -965150.875000 Penalty: 4460.061523
	Iteration 21Q: 3 clusters Score -965150.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -965209.625000 Penalty: 4460.061523
	Iteration 22Q: 3 clusters Score -965209.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -965257.375000 Penalty: 4460.061523
	Iteration 23Q: 3 clusters Score -965257.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -965306.687500 Penalty: 4460.061523
	Iteration 24Q: 3 clusters Score -965306.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -965362.687500 Penalty: 4460.061523
	Iteration 25Q: 3 clusters Score -965362.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -965427.312500 Penalty: 4460.061523
	Iteration 26Q: 3 clusters Score -965427.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -965477.062500 Penalty: 4460.061523
	Iteration 27Q: 3 clusters Score -965477.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -965525.937500 Penalty: 4460.061523
	Iteration 28Q: 3 clusters Score -965525.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -965557.875000 Penalty: 4460.061523
	Iteration 29Q: 3 clusters Score -965557.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -965599.000000 Penalty: 4460.061523
	Iteration 30Q: 3 clusters Score -965599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -965624.812500 Penalty: 4460.061523
	Iteration 31Q: 3 clusters Score -965624.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -965649.062500 Penalty: 4460.061523
	Iteration 32Q: 3 clusters Score -965649.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -965663.625000 Penalty: 4460.061523
	Iteration 33Q: 3 clusters Score -965663.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -965676.937500 Penalty: 4460.061523
	Iteration 34Q: 3 clusters Score -965676.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -965689.500000 Penalty: 4460.061523
	Iteration 35Q: 3 clusters Score -965689.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -965707.000000 Penalty: 4460.061523
	Iteration 36Q: 3 clusters Score -965707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -965730.687500 Penalty: 4460.061523
	Iteration 37Q: 3 clusters Score -965730.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -965738.687500 Penalty: 4460.061523
	Iteration 38Q: 3 clusters Score -965738.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -965743.437500 Penalty: 4460.061523
	Iteration 39Q: 3 clusters Score -965743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -965756.062500 Penalty: 4460.061523
	Iteration 40F: 3 clusters Score -965756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -965762.187500 Penalty: 4460.061523
	Iteration 41Q: 3 clusters Score -965762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -965763.125000 Penalty: 4460.061523
	Iteration 42Q: 3 clusters Score -965763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -965763.125000 Penalty: 4460.061523
	Iteration 43F: 3 clusters Score -965763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Entering Unmasked Estep 
Score: -636531.750000 Penalty: 2137.966553
	Iteration 0F: 2 clusters Score -636531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -631748.187500 Penalty: 4275.933105
	Iteration 0F: 3 clusters Score -631748.2 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -632996.000000 Penalty: 4275.933105
	Iteration 1F: 3 clusters Score -632996 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -633336.687500 Penalty: 4275.933105
	Iteration 2F: 3 clusters Score -633336.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -633613.625000 Penalty: 4275.933105
	Iteration 3F: 3 clusters Score -633613.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -633885.750000 Penalty: 4275.933105
	Iteration 4F: 3 clusters Score -633885.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -634144.062500 Penalty: 4275.933105
	Iteration 5F: 3 clusters Score -634144.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -634382.187500 Penalty: 4275.933105
	Iteration 6Q: 3 clusters Score -634382.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -634581.625000 Penalty: 4275.933105
	Iteration 7Q: 3 clusters Score -634581.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -634756.500000 Penalty: 4275.933105
	Iteration 8Q: 3 clusters Score -634756.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -634891.875000 Penalty: 4275.933105
	Iteration 9Q: 3 clusters Score -634891.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -634973.750000 Penalty: 4275.933105
	Iteration 10Q: 3 clusters Score -634973.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -635039.375000 Penalty: 4275.933105
	Iteration 11Q: 3 clusters Score -635039.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -635105.375000 Penalty: 4275.933105
	Iteration 12Q: 3 clusters Score -635105.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -635173.500000 Penalty: 4275.933105
	Iteration 13Q: 3 clusters Score -635173.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -635218.375000 Penalty: 4275.933105
	Iteration 14Q: 3 clusters Score -635218.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -635257.250000 Penalty: 4275.933105
	Iteration 15Q: 3 clusters Score -635257.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -635283.937500 Penalty: 4275.933105
	Iteration 16Q: 3 clusters Score -635283.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -635308.687500 Penalty: 4275.933105
	Iteration 17Q: 3 clusters Score -635308.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -635334.562500 Penalty: 4275.933105
	Iteration 18Q: 3 clusters Score -635334.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -635348.375000 Penalty: 4275.933105
	Iteration 19Q: 3 clusters Score -635348.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -635359.000000 Penalty: 4275.933105
	Iteration 20F: 3 clusters Score -635359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -635367.000000 Penalty: 4275.933105
	Iteration 21Q: 3 clusters Score -635367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -635375.250000 Penalty: 4275.933105
	Iteration 22Q: 3 clusters Score -635375.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -635381.125000 Penalty: 4275.933105
	Iteration 23Q: 3 clusters Score -635381.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -635386.750000 Penalty: 4275.933105
	Iteration 24Q: 3 clusters Score -635386.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -635389.562500 Penalty: 4275.933105
	Iteration 25Q: 3 clusters Score -635389.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -635391.562500 Penalty: 4275.933105
	Iteration 26Q: 3 clusters Score -635391.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -635396.187500 Penalty: 4275.933105
	Iteration 27Q: 3 clusters Score -635396.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -635400.750000 Penalty: 4275.933105
	Iteration 28Q: 3 clusters Score -635400.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -635406.562500 Penalty: 4275.933105
	Iteration 29Q: 3 clusters Score -635406.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -635412.687500 Penalty: 4275.933105
	Iteration 30Q: 3 clusters Score -635412.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -635415.375000 Penalty: 4275.933105
	Iteration 31Q: 3 clusters Score -635415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -635418.125000 Penalty: 4275.933105
	Iteration 32Q: 3 clusters Score -635418.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -635419.875000 Penalty: 4275.933105
	Iteration 33Q: 3 clusters Score -635419.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -635425.125000 Penalty: 4275.933105
	Iteration 34Q: 3 clusters Score -635425.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -635431.062500 Penalty: 4275.933105
	Iteration 35Q: 3 clusters Score -635431.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -635436.937500 Penalty: 4275.933105
	Iteration 36Q: 3 clusters Score -635436.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -635449.250000 Penalty: 4275.933105
	Iteration 37Q: 3 clusters Score -635449.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -635463.687500 Penalty: 4275.933105
	Iteration 38Q: 3 clusters Score -635463.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -635473.687500 Penalty: 4275.933105
	Iteration 39Q: 3 clusters Score -635473.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -635480.687500 Penalty: 4275.933105
	Iteration 40F: 3 clusters Score -635480.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -635487.437500 Penalty: 4275.933105
	Iteration 41Q: 3 clusters Score -635487.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -635488.687500 Penalty: 4275.933105
	Iteration 42Q: 3 clusters Score -635488.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -635489.687500 Penalty: 4275.933105
	Iteration 43Q: 3 clusters Score -635489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -635490.250000 Penalty: 4275.933105
	Iteration 44Q: 3 clusters Score -635490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -635490.812500 Penalty: 4275.933105
	Iteration 45Q: 3 clusters Score -635490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -635490.812500 Penalty: 4275.933105
	Iteration 46F: 3 clusters Score -635490.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Entering Unmasked Estep 
Score: -4296035.000000 Penalty: 2588.926758
	Iteration 0F: 2 clusters Score -4296035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -4272847.500000 Penalty: 5177.853516
	Iteration 0F: 3 clusters Score -4272848 nChanged 15567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -4282355.000000 Penalty: 5177.853516
	Iteration 1F: 3 clusters Score -4282355 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -4284142.000000 Penalty: 5177.853516
	Iteration 2F: 3 clusters Score -4284142 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -4285942.500000 Penalty: 5177.853516
	Iteration 3F: 3 clusters Score -4285942 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -4287439.500000 Penalty: 5177.853516
	Iteration 4F: 3 clusters Score -4287440 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4288429.000000 Penalty: 5177.853516
	Iteration 5F: 3 clusters Score -4288429 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4289103.000000 Penalty: 5177.853516
	Iteration 6Q: 3 clusters Score -4289103 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4289534.000000 Penalty: 5177.853516
	Iteration 7Q: 3 clusters Score -4289534 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -4289833.500000 Penalty: 5177.853516
	Iteration 8Q: 3 clusters Score -4289834 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4290075.000000 Penalty: 5177.853516
	Iteration 9Q: 3 clusters Score -4290075 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4290285.500000 Penalty: 5177.853516
	Iteration 10Q: 3 clusters Score -4290286 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -4290481.000000 Penalty: 5177.853516
	Iteration 11Q: 3 clusters Score -4290481 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -4290647.500000 Penalty: 5177.853516
	Iteration 12Q: 3 clusters Score -4290648 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -4290827.500000 Penalty: 5177.853516
	Iteration 13Q: 3 clusters Score -4290828 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -4290966.500000 Penalty: 5177.853516
	Iteration 14Q: 3 clusters Score -4290966 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -4291149.000000 Penalty: 5177.853516
	Iteration 15Q: 3 clusters Score -4291149 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -4291354.000000 Penalty: 5177.853516
	Iteration 16Q: 3 clusters Score -4291354 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -4291543.000000 Penalty: 5177.853516
	Iteration 17Q: 3 clusters Score -4291543 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -4291718.500000 Penalty: 5177.853516
	Iteration 18Q: 3 clusters Score -4291718 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -4291877.500000 Penalty: 5177.853516
	Iteration 19Q: 3 clusters Score -4291878 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -4292061.500000 Penalty: 5177.853516
	Iteration 20F: 3 clusters Score -4292062 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -4292199.000000 Penalty: 5177.853516
	Iteration 21Q: 3 clusters Score -4292199 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -4292345.000000 Penalty: 5177.853516
	Iteration 22Q: 3 clusters Score -4292345 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -4292478.000000 Penalty: 5177.853516
	Iteration 23Q: 3 clusters Score -4292478 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -4292588.500000 Penalty: 5177.853516
	Iteration 24Q: 3 clusters Score -4292588 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4292697.000000 Penalty: 5177.853516
	Iteration 25Q: 3 clusters Score -4292697 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -4292791.000000 Penalty: 5177.853516
	Iteration 26Q: 3 clusters Score -4292791 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4292924.500000 Penalty: 5177.853516
	Iteration 27Q: 3 clusters Score -4292924 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -4293027.500000 Penalty: 5177.853516
	Iteration 28Q: 3 clusters Score -4293028 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4293151.500000 Penalty: 5177.853516
	Iteration 29Q: 3 clusters Score -4293152 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -4293295.000000 Penalty: 5177.853516
	Iteration 30Q: 3 clusters Score -4293295 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -4293429.500000 Penalty: 5177.853516
	Iteration 31Q: 3 clusters Score -4293430 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -4293568.000000 Penalty: 5177.853516
	Iteration 32Q: 3 clusters Score -4293568 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -4293707.500000 Penalty: 5177.853516
	Iteration 33Q: 3 clusters Score -4293708 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -4293894.500000 Penalty: 5177.853516
	Iteration 34Q: 3 clusters Score -4293894 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -4294157.000000 Penalty: 5177.853516
	Iteration 35Q: 3 clusters Score -4294157 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -4294494.500000 Penalty: 5177.853516
	Iteration 36Q: 3 clusters Score -4294494 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4294916.000000 Penalty: 5177.853516
	Iteration 37Q: 3 clusters Score -4294916 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4295290.500000 Penalty: 5177.853516
	Iteration 38Q: 3 clusters Score -4295290 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -4295437.500000 Penalty: 5177.853516
	Iteration 39Q: 3 clusters Score -4295438 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -4295492.500000 Penalty: 5177.853516
	Iteration 40F: 3 clusters Score -4295492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4295521.500000 Penalty: 5177.853516
	Iteration 41Q: 3 clusters Score -4295522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -4295547.000000 Penalty: 5177.853516
	Iteration 42Q: 3 clusters Score -4295547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -4295549.000000 Penalty: 5177.853516
	Iteration 43Q: 3 clusters Score -4295549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -4295550.500000 Penalty: 5177.853516
	Iteration 44Q: 3 clusters Score -4295550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -4295554.000000 Penalty: 5177.853516
	Iteration 45Q: 3 clusters Score -4295554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -4295555.500000 Penalty: 5177.853516
	Iteration 46Q: 3 clusters Score -4295556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4295552.500000 Penalty: 5177.853516
	Iteration 47Q: 3 clusters Score -4295552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4295552.500000 Penalty: 5177.853516
	Iteration 48Q: 3 clusters Score -4295552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4295551.000000 Penalty: 5177.853516
	Iteration 49Q: 3 clusters Score -4295551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4295549.500000 Penalty: 5177.853516
	Iteration 50Q: 3 clusters Score -4295550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -4295556.000000 Penalty: 5177.853516
	Iteration 51Q: 3 clusters Score -4295556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -4295556.000000 Penalty: 5177.853516
	Iteration 52F: 3 clusters Score -4295556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Entering Unmasked Estep 
Score: -990953.250000 Penalty: 2223.497803
	Iteration 0F: 2 clusters Score -990953.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -984635.812500 Penalty: 4446.995605
	Iteration 0F: 3 clusters Score -984635.8 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -986376.000000 Penalty: 4446.995605
	Iteration 1F: 3 clusters Score -986376 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -986620.375000 Penalty: 4446.995605
	Iteration 2F: 3 clusters Score -986620.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -986772.500000 Penalty: 4446.995605
	Iteration 3Q: 3 clusters Score -986772.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -986875.125000 Penalty: 4446.995605
	Iteration 4Q: 3 clusters Score -986875.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -986962.937500 Penalty: 4446.995605
	Iteration 5Q: 3 clusters Score -986962.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -987034.812500 Penalty: 4446.995605
	Iteration 6Q: 3 clusters Score -987034.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -987105.687500 Penalty: 4446.995605
	Iteration 7Q: 3 clusters Score -987105.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -987182.625000 Penalty: 4446.995605
	Iteration 8Q: 3 clusters Score -987182.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -987279.375000 Penalty: 4446.995605
	Iteration 9Q: 3 clusters Score -987279.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -987395.750000 Penalty: 4446.995605
	Iteration 10Q: 3 clusters Score -987395.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -987530.375000 Penalty: 4446.995605
	Iteration 11Q: 3 clusters Score -987530.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -987720.500000 Penalty: 4446.995605
	Iteration 12Q: 3 clusters Score -987720.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -987909.062500 Penalty: 4446.995605
	Iteration 13Q: 3 clusters Score -987909.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -988104.812500 Penalty: 4446.995605
	Iteration 14Q: 3 clusters Score -988104.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -988293.125000 Penalty: 4446.995605
	Iteration 15Q: 3 clusters Score -988293.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -988469.250000 Penalty: 4446.995605
	Iteration 16Q: 3 clusters Score -988469.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -988618.812500 Penalty: 4446.995605
	Iteration 17Q: 3 clusters Score -988618.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -988731.250000 Penalty: 4446.995605
	Iteration 18Q: 3 clusters Score -988731.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -988809.312500 Penalty: 4446.995605
	Iteration 19Q: 3 clusters Score -988809.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -988864.375000 Penalty: 4446.995605
	Iteration 20F: 3 clusters Score -988864.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -988909.375000 Penalty: 4446.995605
	Iteration 21Q: 3 clusters Score -988909.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -988944.562500 Penalty: 4446.995605
	Iteration 22Q: 3 clusters Score -988944.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -988973.687500 Penalty: 4446.995605
	Iteration 23Q: 3 clusters Score -988973.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -988993.812500 Penalty: 4446.995605
	Iteration 24Q: 3 clusters Score -988993.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -989005.750000 Penalty: 4446.995605
	Iteration 25Q: 3 clusters Score -989005.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -989029.250000 Penalty: 4446.995605
	Iteration 26Q: 3 clusters Score -989029.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -989048.687500 Penalty: 4446.995605
	Iteration 27Q: 3 clusters Score -989048.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -989066.437500 Penalty: 4446.995605
	Iteration 28Q: 3 clusters Score -989066.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -989079.500000 Penalty: 4446.995605
	Iteration 29Q: 3 clusters Score -989079.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -989082.937500 Penalty: 4446.995605
	Iteration 30Q: 3 clusters Score -989082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -989085.812500 Penalty: 4446.995605
	Iteration 31Q: 3 clusters Score -989085.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -989088.812500 Penalty: 4446.995605
	Iteration 32Q: 3 clusters Score -989088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -989091.687500 Penalty: 4446.995605
	Iteration 33Q: 3 clusters Score -989091.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -989096.312500 Penalty: 4446.995605
	Iteration 34Q: 3 clusters Score -989096.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -989098.250000 Penalty: 4446.995605
	Iteration 35Q: 3 clusters Score -989098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -989101.750000 Penalty: 4446.995605
	Iteration 36Q: 3 clusters Score -989101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -989108.312500 Penalty: 4446.995605
	Iteration 37Q: 3 clusters Score -989108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -989108.250000 Penalty: 4446.995605
	Iteration 38Q: 3 clusters Score -989108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -989108.250000 Penalty: 4446.995605
	Iteration 39F: 3 clusters Score -989108.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Entering Unmasked Estep 
Score: -927688.375000 Penalty: 2223.719727
	Iteration 0F: 2 clusters Score -927688.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -921366.687500 Penalty: 4447.439453
	Iteration 0F: 3 clusters Score -921366.7 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -923231.437500 Penalty: 4447.439453
	Iteration 1F: 3 clusters Score -923231.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -923535.000000 Penalty: 4447.439453
	Iteration 2F: 3 clusters Score -923535 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -923806.125000 Penalty: 4447.439453
	Iteration 3F: 3 clusters Score -923806.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -924058.625000 Penalty: 4447.439453
	Iteration 4Q: 3 clusters Score -924058.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -924295.875000 Penalty: 4447.439453
	Iteration 5Q: 3 clusters Score -924295.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -924525.187500 Penalty: 4447.439453
	Iteration 6Q: 3 clusters Score -924525.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -924741.687500 Penalty: 4447.439453
	Iteration 7Q: 3 clusters Score -924741.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -924932.625000 Penalty: 4447.439453
	Iteration 8Q: 3 clusters Score -924932.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -925104.687500 Penalty: 4447.439453
	Iteration 9Q: 3 clusters Score -925104.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -925236.500000 Penalty: 4447.439453
	Iteration 10Q: 3 clusters Score -925236.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -925349.500000 Penalty: 4447.439453
	Iteration 11Q: 3 clusters Score -925349.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -925448.000000 Penalty: 4447.439453
	Iteration 12Q: 3 clusters Score -925448 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -925512.000000 Penalty: 4447.439453
	Iteration 13Q: 3 clusters Score -925512 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -925563.875000 Penalty: 4447.439453
	Iteration 14Q: 3 clusters Score -925563.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -925598.875000 Penalty: 4447.439453
	Iteration 15Q: 3 clusters Score -925598.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -925627.687500 Penalty: 4447.439453
	Iteration 16Q: 3 clusters Score -925627.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -925638.250000 Penalty: 4447.439453
	Iteration 17Q: 3 clusters Score -925638.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -925650.750000 Penalty: 4447.439453
	Iteration 18Q: 3 clusters Score -925650.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -925656.562500 Penalty: 4447.439453
	Iteration 19Q: 3 clusters Score -925656.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -925665.250000 Penalty: 4447.439453
	Iteration 20F: 3 clusters Score -925665.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -925673.375000 Penalty: 4447.439453
	Iteration 21Q: 3 clusters Score -925673.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -925681.062500 Penalty: 4447.439453
	Iteration 22Q: 3 clusters Score -925681.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -925681.312500 Penalty: 4447.439453
	Iteration 23Q: 3 clusters Score -925681.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -925682.062500 Penalty: 4447.439453
	Iteration 24Q: 3 clusters Score -925682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -925684.875000 Penalty: 4447.439453
	Iteration 25Q: 3 clusters Score -925684.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -925685.312500 Penalty: 4447.439453
	Iteration 26Q: 3 clusters Score -925685.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -925686.500000 Penalty: 4447.439453
	Iteration 27Q: 3 clusters Score -925686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -925684.562500 Penalty: 4447.439453
	Iteration 28Q: 3 clusters Score -925684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -925685.750000 Penalty: 4447.439453
	Iteration 29Q: 3 clusters Score -925685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -925685.187500 Penalty: 4447.439453
	Iteration 30Q: 3 clusters Score -925685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -925685.812500 Penalty: 4447.439453
	Iteration 31Q: 3 clusters Score -925685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -925685.812500 Penalty: 4447.439453
	Iteration 32F: 3 clusters Score -925685.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (100322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100322 members 
Entering Unmasked Estep 
Score: -12655321.000000 Penalty: 2856.002686
	Iteration 0F: 2 clusters Score -1.265532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -12588148.000000 Penalty: 5712.005371
	Iteration 0F: 3 clusters Score -1.258815e+07 nChanged 47581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -12615087.000000 Penalty: 5712.005371
	Iteration 1F: 3 clusters Score -1.261509e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -12615707.000000 Penalty: 5712.005371
	Iteration 2Q: 3 clusters Score -1.261571e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -12616296.000000 Penalty: 5712.005371
	Iteration 3Q: 3 clusters Score -1.26163e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -12616979.000000 Penalty: 5712.005371
	Iteration 4Q: 3 clusters Score -1.261698e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -12617913.000000 Penalty: 5712.005371
	Iteration 5Q: 3 clusters Score -1.261791e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -12619210.000000 Penalty: 5712.005371
	Iteration 6Q: 3 clusters Score -1.261921e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -12621265.000000 Penalty: 5712.005371
	Iteration 7Q: 3 clusters Score -1.262126e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68277 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -12624776.000000 Penalty: 5712.005371
	Iteration 8F: 3 clusters Score -1.262478e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75535 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -12630137.000000 Penalty: 5712.005371
	Iteration 9F: 3 clusters Score -1.263014e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83618 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -12637051.000000 Penalty: 5712.005371
	Iteration 10F: 3 clusters Score -1.263705e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -12644073.000000 Penalty: 5712.005371
	Iteration 11F: 3 clusters Score -1.264407e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -12649064.000000 Penalty: 5712.005371
	Iteration 12F: 3 clusters Score -1.264906e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98663 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -12651298.000000 Penalty: 5712.005371
	Iteration 13Q: 3 clusters Score -1.26513e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99625 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12652212.000000 Penalty: 5712.005371
	Iteration 14Q: 3 clusters Score -1.265221e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99921 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12652486.000000 Penalty: 5712.005371
	Iteration 15Q: 3 clusters Score -1.265249e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100011 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12652585.000000 Penalty: 5712.005371
	Iteration 16Q: 3 clusters Score -1.265258e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100053 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12652665.000000 Penalty: 5712.005371
	Iteration 17Q: 3 clusters Score -1.265266e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12652707.000000 Penalty: 5712.005371
	Iteration 18Q: 3 clusters Score -1.265271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100084 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12652727.000000 Penalty: 5712.005371
	Iteration 19Q: 3 clusters Score -1.265273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100092 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12652733.000000 Penalty: 5712.005371
	Iteration 20F: 3 clusters Score -1.265273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100095 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -12652748.000000 Penalty: 5712.005371
	Iteration 21Q: 3 clusters Score -1.265275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100099 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -12652754.000000 Penalty: 5712.005371
	Iteration 22Q: 3 clusters Score -1.265275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100100 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12652760.000000 Penalty: 5712.005371
	Iteration 23Q: 3 clusters Score -1.265276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100101 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12652763.000000 Penalty: 5712.005371
	Iteration 24Q: 3 clusters Score -1.265276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12652764.000000 Penalty: 5712.005371
	Iteration 25Q: 3 clusters Score -1.265276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12652764.000000 Penalty: 5712.005371
	Iteration 26F: 3 clusters Score -1.265276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (151290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151290 members 
Entering Unmasked Estep 
Score: -19247536.000000 Penalty: 2957.884766
	Iteration 0F: 2 clusters Score -1.924754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76045 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -19149718.000000 Penalty: 5915.769531
	Iteration 0F: 3 clusters Score -1.914972e+07 nChanged 72430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 69209 members 
Entering Unmasked Estep 
Score: -19191238.000000 Penalty: 5915.769531
	Iteration 1F: 3 clusters Score -1.919124e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -19192942.000000 Penalty: 5915.769531
	Iteration 2Q: 3 clusters Score -1.919294e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91295 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -19195648.000000 Penalty: 5915.769531
	Iteration 3Q: 3 clusters Score -1.919565e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99758 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -19201242.000000 Penalty: 5915.769531
	Iteration 4F: 3 clusters Score -1.920124e+07 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111477 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -19210190.000000 Penalty: 5915.769531
	Iteration 5F: 3 clusters Score -1.921019e+07 nChanged 14090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125375 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -19222846.000000 Penalty: 5915.769531
	Iteration 6F: 3 clusters Score -1.922285e+07 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137804 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -19234650.000000 Penalty: 5915.769531
	Iteration 7F: 3 clusters Score -1.923465e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145376 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -19241758.000000 Penalty: 5915.769531
	Iteration 8F: 3 clusters Score -1.924176e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148586 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -19244632.000000 Penalty: 5915.769531
	Iteration 9Q: 3 clusters Score -1.924463e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149582 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -19246142.000000 Penalty: 5915.769531
	Iteration 10Q: 3 clusters Score -1.924614e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149661 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -19246878.000000 Penalty: 5915.769531
	Iteration 11Q: 3 clusters Score -1.924688e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149573 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -19247160.000000 Penalty: 5915.769531
	Iteration 12Q: 3 clusters Score -1.924716e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149461 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -19247302.000000 Penalty: 5915.769531
	Iteration 13Q: 3 clusters Score -1.92473e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149366 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -19247388.000000 Penalty: 5915.769531
	Iteration 14Q: 3 clusters Score -1.924739e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149300 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -19247446.000000 Penalty: 5915.769531
	Iteration 15Q: 3 clusters Score -1.924745e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149255 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -19247444.000000 Penalty: 5915.769531
	Iteration 16Q: 3 clusters Score -1.924744e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149219 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19247478.000000 Penalty: 5915.769531
	Iteration 17Q: 3 clusters Score -1.924748e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149183 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -19247490.000000 Penalty: 5915.769531
	Iteration 18Q: 3 clusters Score -1.924749e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149160 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -19247510.000000 Penalty: 5915.769531
	Iteration 19Q: 3 clusters Score -1.924751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149142 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -19247520.000000 Penalty: 5915.769531
	Iteration 20F: 3 clusters Score -1.924752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149129 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -19247516.000000 Penalty: 5915.769531
	Iteration 21Q: 3 clusters Score -1.924752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149120 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -19247500.000000 Penalty: 5915.769531
	Iteration 22Q: 3 clusters Score -1.92475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -19247516.000000 Penalty: 5915.769531
	Iteration 23Q: 3 clusters Score -1.924752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -19247504.000000 Penalty: 5915.769531
	Iteration 24Q: 3 clusters Score -1.92475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149107 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -19247504.000000 Penalty: 5915.769531
	Iteration 25Q: 3 clusters Score -1.92475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149102 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -19247490.000000 Penalty: 5915.769531
	Iteration 26Q: 3 clusters Score -1.924749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149100 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -19247498.000000 Penalty: 5915.769531
	Iteration 27Q: 3 clusters Score -1.92475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149099 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -19247502.000000 Penalty: 5915.769531
	Iteration 28Q: 3 clusters Score -1.92475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149097 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -19247502.000000 Penalty: 5915.769531
	Iteration 29Q: 3 clusters Score -1.92475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149095 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -19247492.000000 Penalty: 5915.769531
	Iteration 30Q: 3 clusters Score -1.924749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149093 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -19247486.000000 Penalty: 5915.769531
	Iteration 31Q: 3 clusters Score -1.924749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149094 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -19247494.000000 Penalty: 5915.769531
	Iteration 32Q: 3 clusters Score -1.924749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149094 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -19247494.000000 Penalty: 5915.769531
	Iteration 33F: 3 clusters Score -1.924749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Entering Unmasked Estep 
Score: -5196331.000000 Penalty: 2644.245850
	Iteration 0F: 2 clusters Score -5196331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -5167366.500000 Penalty: 5288.491699
	Iteration 0F: 3 clusters Score -5167366 nChanged 19651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -5178583.000000 Penalty: 5288.491699
	Iteration 1F: 3 clusters Score -5178583 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -5179385.500000 Penalty: 5288.491699
	Iteration 2Q: 3 clusters Score -5179386 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -5180186.000000 Penalty: 5288.491699
	Iteration 3Q: 3 clusters Score -5180186 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -5181070.000000 Penalty: 5288.491699
	Iteration 4Q: 3 clusters Score -5181070 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -5181964.500000 Penalty: 5288.491699
	Iteration 5Q: 3 clusters Score -5181964 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -5182787.500000 Penalty: 5288.491699
	Iteration 6Q: 3 clusters Score -5182788 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -5183587.000000 Penalty: 5288.491699
	Iteration 7Q: 3 clusters Score -5183587 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -5184440.500000 Penalty: 5288.491699
	Iteration 8Q: 3 clusters Score -5184440 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -5185421.500000 Penalty: 5288.491699
	Iteration 9Q: 3 clusters Score -5185422 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -5186535.500000 Penalty: 5288.491699
	Iteration 10Q: 3 clusters Score -5186536 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -5187747.500000 Penalty: 5288.491699
	Iteration 11Q: 3 clusters Score -5187748 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -5188833.500000 Penalty: 5288.491699
	Iteration 12Q: 3 clusters Score -5188834 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -5189726.000000 Penalty: 5288.491699
	Iteration 13Q: 3 clusters Score -5189726 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -5190441.000000 Penalty: 5288.491699
	Iteration 14Q: 3 clusters Score -5190441 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -5191030.500000 Penalty: 5288.491699
	Iteration 15Q: 3 clusters Score -5191030 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -5191488.500000 Penalty: 5288.491699
	Iteration 16Q: 3 clusters Score -5191488 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -5191889.000000 Penalty: 5288.491699
	Iteration 17Q: 3 clusters Score -5191889 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -5192237.500000 Penalty: 5288.491699
	Iteration 18Q: 3 clusters Score -5192238 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -5192601.000000 Penalty: 5288.491699
	Iteration 19Q: 3 clusters Score -5192601 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -5192984.500000 Penalty: 5288.491699
	Iteration 20F: 3 clusters Score -5192984 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -5193323.000000 Penalty: 5288.491699
	Iteration 21Q: 3 clusters Score -5193323 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -5193621.000000 Penalty: 5288.491699
	Iteration 22Q: 3 clusters Score -5193621 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -5193903.500000 Penalty: 5288.491699
	Iteration 23Q: 3 clusters Score -5193904 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5194167.000000 Penalty: 5288.491699
	Iteration 24Q: 3 clusters Score -5194167 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -5194405.000000 Penalty: 5288.491699
	Iteration 25Q: 3 clusters Score -5194405 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -5194665.500000 Penalty: 5288.491699
	Iteration 26Q: 3 clusters Score -5194666 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -5194831.000000 Penalty: 5288.491699
	Iteration 27Q: 3 clusters Score -5194831 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -5194945.000000 Penalty: 5288.491699
	Iteration 28Q: 3 clusters Score -5194945 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5195008.500000 Penalty: 5288.491699
	Iteration 29Q: 3 clusters Score -5195008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -5195036.000000 Penalty: 5288.491699
	Iteration 30Q: 3 clusters Score -5195036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -5195061.000000 Penalty: 5288.491699
	Iteration 31Q: 3 clusters Score -5195061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -5195055.500000 Penalty: 5288.491699
	Iteration 32Q: 3 clusters Score -5195056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -5195070.500000 Penalty: 5288.491699
	Iteration 33Q: 3 clusters Score -5195070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -5195070.500000 Penalty: 5288.491699
	Iteration 34Q: 3 clusters Score -5195070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -5195070.500000 Penalty: 5288.491699
	Iteration 35Q: 3 clusters Score -5195070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -5195074.500000 Penalty: 5288.491699
	Iteration 36Q: 3 clusters Score -5195074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -5195074.000000 Penalty: 5288.491699
	Iteration 37Q: 3 clusters Score -5195074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -5195071.000000 Penalty: 5288.491699
	Iteration 38Q: 3 clusters Score -5195071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -5195069.500000 Penalty: 5288.491699
	Iteration 39Q: 3 clusters Score -5195070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -5195067.000000 Penalty: 5288.491699
	Iteration 40F: 3 clusters Score -5195067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -5195069.500000 Penalty: 5288.491699
	Iteration 41Q: 3 clusters Score -5195070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -5195069.500000 Penalty: 5288.491699
	Iteration 42F: 3 clusters Score -5195070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (121887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121887 members 
Entering Unmasked Estep 
Score: -15669756.000000 Penalty: 2904.290771
	Iteration 0F: 2 clusters Score -1.566976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -15588541.000000 Penalty: 5808.581543
	Iteration 0F: 3 clusters Score -1.558854e+07 nChanged 57982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -15622318.000000 Penalty: 5808.581543
	Iteration 1F: 3 clusters Score -1.562232e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -15623566.000000 Penalty: 5808.581543
	Iteration 2Q: 3 clusters Score -1.562357e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -15625252.000000 Penalty: 5808.581543
	Iteration 3Q: 3 clusters Score -1.562525e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -15628005.000000 Penalty: 5808.581543
	Iteration 4Q: 3 clusters Score -1.5628e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -15632257.000000 Penalty: 5808.581543
	Iteration 5F: 3 clusters Score -1.563226e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -15637989.000000 Penalty: 5808.581543
	Iteration 6F: 3 clusters Score -1.563799e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -15644350.000000 Penalty: 5808.581543
	Iteration 7F: 3 clusters Score -1.564435e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -15649519.000000 Penalty: 5808.581543
	Iteration 8F: 3 clusters Score -1.564952e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -15652742.000000 Penalty: 5808.581543
	Iteration 9F: 3 clusters Score -1.565274e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -15654203.000000 Penalty: 5808.581543
	Iteration 10Q: 3 clusters Score -1.56542e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -15654966.000000 Penalty: 5808.581543
	Iteration 11Q: 3 clusters Score -1.565497e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -15655512.000000 Penalty: 5808.581543
	Iteration 12Q: 3 clusters Score -1.565551e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -15655945.000000 Penalty: 5808.581543
	Iteration 13Q: 3 clusters Score -1.565594e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -15656452.000000 Penalty: 5808.581543
	Iteration 14Q: 3 clusters Score -1.565645e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -15657063.000000 Penalty: 5808.581543
	Iteration 15Q: 3 clusters Score -1.565706e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -15657818.000000 Penalty: 5808.581543
	Iteration 16Q: 3 clusters Score -1.565782e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -15658758.000000 Penalty: 5808.581543
	Iteration 17Q: 3 clusters Score -1.565876e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -15659648.000000 Penalty: 5808.581543
	Iteration 18Q: 3 clusters Score -1.565965e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -15661007.000000 Penalty: 5808.581543
	Iteration 19Q: 3 clusters Score -1.566101e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -15662366.000000 Penalty: 5808.581543
	Iteration 20F: 3 clusters Score -1.566237e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -15663909.000000 Penalty: 5808.581543
	Iteration 21Q: 3 clusters Score -1.566391e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -15665441.000000 Penalty: 5808.581543
	Iteration 22Q: 3 clusters Score -1.566544e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -15666668.000000 Penalty: 5808.581543
	Iteration 23Q: 3 clusters Score -1.566667e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 79266 members 
Entering Unmasked Estep 
Score: -15667512.000000 Penalty: 5808.581543
	Iteration 24Q: 3 clusters Score -1.566751e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -15668211.000000 Penalty: 5808.581543
	Iteration 25Q: 3 clusters Score -1.566821e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -15668804.000000 Penalty: 5808.581543
	Iteration 26Q: 3 clusters Score -1.56688e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -15669200.000000 Penalty: 5808.581543
	Iteration 27Q: 3 clusters Score -1.56692e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -15669456.000000 Penalty: 5808.581543
	Iteration 28Q: 3 clusters Score -1.566946e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 86110 members 
Entering Unmasked Estep 
Score: -15669658.000000 Penalty: 5808.581543
	Iteration 29Q: 3 clusters Score -1.566966e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 86975 members 
Entering Unmasked Estep 
Score: -15669882.000000 Penalty: 5808.581543
	Iteration 30Q: 3 clusters Score -1.566988e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 87683 members 
Entering Unmasked Estep 
Score: -15670027.000000 Penalty: 5808.581543
	Iteration 31Q: 3 clusters Score -1.567003e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -15670115.000000 Penalty: 5808.581543
	Iteration 32Q: 3 clusters Score -1.567012e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 88770 members 
Entering Unmasked Estep 
Score: -15670179.000000 Penalty: 5808.581543
	Iteration 33Q: 3 clusters Score -1.567018e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 89212 members 
Entering Unmasked Estep 
Score: -15670193.000000 Penalty: 5808.581543
	Iteration 34Q: 3 clusters Score -1.567019e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -15670198.000000 Penalty: 5808.581543
	Iteration 35Q: 3 clusters Score -1.56702e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 89972 members 
Entering Unmasked Estep 
Score: -15670237.000000 Penalty: 5808.581543
	Iteration 36Q: 3 clusters Score -1.567024e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 90285 members 
Entering Unmasked Estep 
Score: -15670257.000000 Penalty: 5808.581543
	Iteration 37Q: 3 clusters Score -1.567026e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -15670261.000000 Penalty: 5808.581543
	Iteration 38Q: 3 clusters Score -1.567026e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 90760 members 
Entering Unmasked Estep 
Score: -15670268.000000 Penalty: 5808.581543
	Iteration 39Q: 3 clusters Score -1.567027e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -15670323.000000 Penalty: 5808.581543
	Iteration 40F: 3 clusters Score -1.567032e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 91104 members 
Entering Unmasked Estep 
Score: -15670355.000000 Penalty: 5808.581543
	Iteration 41Q: 3 clusters Score -1.567036e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -15670351.000000 Penalty: 5808.581543
	Iteration 42Q: 3 clusters Score -1.567035e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 91380 members 
Entering Unmasked Estep 
Score: -15670333.000000 Penalty: 5808.581543
	Iteration 43Q: 3 clusters Score -1.567033e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -15670330.000000 Penalty: 5808.581543
	Iteration 44Q: 3 clusters Score -1.567033e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -15670337.000000 Penalty: 5808.581543
	Iteration 45Q: 3 clusters Score -1.567034e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -15670360.000000 Penalty: 5808.581543
	Iteration 46Q: 3 clusters Score -1.567036e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -15670345.000000 Penalty: 5808.581543
	Iteration 47Q: 3 clusters Score -1.567034e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -15670353.000000 Penalty: 5808.581543
	Iteration 48Q: 3 clusters Score -1.567035e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
Score: -15670347.000000 Penalty: 5808.581543
	Iteration 49Q: 3 clusters Score -1.567035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 91800 members 
Entering Unmasked Estep 
Score: -15670363.000000 Penalty: 5808.581543
	Iteration 50Q: 3 clusters Score -1.567036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 91823 members 
Entering Unmasked Estep 
Score: -15670370.000000 Penalty: 5808.581543
	Iteration 51Q: 3 clusters Score -1.567037e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 91856 members 
Entering Unmasked Estep 
Score: -15670369.000000 Penalty: 5808.581543
	Iteration 52Q: 3 clusters Score -1.567037e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 91898 members 
Entering Unmasked Estep 
Score: -15670358.000000 Penalty: 5808.581543
	Iteration 53Q: 3 clusters Score -1.567036e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 91937 members 
Entering Unmasked Estep 
Score: -15670361.000000 Penalty: 5808.581543
	Iteration 54Q: 3 clusters Score -1.567036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -15670374.000000 Penalty: 5808.581543
	Iteration 55Q: 3 clusters Score -1.567037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -15670363.000000 Penalty: 5808.581543
	Iteration 56Q: 3 clusters Score -1.567036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -15670360.000000 Penalty: 5808.581543
	Iteration 57Q: 3 clusters Score -1.567036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -15670349.000000 Penalty: 5808.581543
	Iteration 58Q: 3 clusters Score -1.567035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 92043 members 
Entering Unmasked Estep 
Score: -15670350.000000 Penalty: 5808.581543
	Iteration 59Q: 3 clusters Score -1.567035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -15670326.000000 Penalty: 5808.581543
	Iteration 60F: 3 clusters Score -1.567033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 92058 members 
Entering Unmasked Estep 
Score: -15670345.000000 Penalty: 5808.581543
	Iteration 61Q: 3 clusters Score -1.567034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 92071 members 
Entering Unmasked Estep 
Score: -15670336.000000 Penalty: 5808.581543
	Iteration 62Q: 3 clusters Score -1.567034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 92082 members 
Entering Unmasked Estep 
Score: -15670343.000000 Penalty: 5808.581543
	Iteration 63Q: 3 clusters Score -1.567034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 92086 members 
Entering Unmasked Estep 
Score: -15670339.000000 Penalty: 5808.581543
	Iteration 64Q: 3 clusters Score -1.567034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 92091 members 
Entering Unmasked Estep 
Score: -15670336.000000 Penalty: 5808.581543
	Iteration 65Q: 3 clusters Score -1.567034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 92098 members 
Entering Unmasked Estep 
Score: -15670337.000000 Penalty: 5808.581543
	Iteration 66Q: 3 clusters Score -1.567034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -15670337.000000 Penalty: 5808.581543
	Iteration 67Q: 3 clusters Score -1.567034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 92107 members 
Entering Unmasked Estep 
Score: -15670339.000000 Penalty: 5808.581543
	Iteration 68Q: 3 clusters Score -1.567034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -15670357.000000 Penalty: 5808.581543
	Iteration 69Q: 3 clusters Score -1.567036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -15670360.000000 Penalty: 5808.581543
	Iteration 70Q: 3 clusters Score -1.567036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 92124 members 
Entering Unmasked Estep 
Score: -15670364.000000 Penalty: 5808.581543
	Iteration 71Q: 3 clusters Score -1.567036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 92124 members 
Entering Unmasked Estep 
Score: -15670364.000000 Penalty: 5808.581543
	Iteration 72F: 3 clusters Score -1.567036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 28358 members 
Mstep: Class 3 contains 43276 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 5 contains 149144 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18488 members 
Mstep: Class 10 contains 281467 members 
Mstep: Class 11 contains 12580 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 19166 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34174 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100322 members 
Mstep: Class 21 contains 151290 members 
Mstep: Class 22 contains 42714 members 
Mstep: Class 23 contains 29763 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21086 members 
Mstep: Class 27 contains 106094 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 6849 members 
Mstep: Class 32 contains 92124 members 
Entering Unmasked Estep 
Score: -157721552.000000 Penalty: 111509.140625
Splitting cluster 23 changes total score from -157721312.000000 to -157721552.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -62118.042969 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -62118.04 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 285 members 
Entering Unmasked Estep 
Score: -60638.003906 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -60638 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60994.410156 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -60994.41 nChanged 52
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: -61237.433594 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -61237.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61434.460938 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -61434.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61556.753906 Penalty: 3150.904053
	Iteration 4F: 3 clusters Score -61556.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61634.054688 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -61634.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -61722.675781 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -61722.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -61764.910156 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -61764.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -61777.582031 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -61777.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -61781.730469 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -61781.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61783.410156 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -61783.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61783.894531 Penalty: 3150.904053
	Iteration 11F: 3 clusters Score -61783.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -61821.683594 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -61821.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -61824.519531 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -61824.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -61824.519531 Penalty: 3150.904053
	Iteration 14F: 3 clusters Score -61824.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -92287.046875 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -92287.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90555.710938 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -90555.71 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -90767.968750 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -90767.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90826.429688 Penalty: 3300.459473
	Iteration 2Q: 3 clusters Score -90826.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90849.515625 Penalty: 3300.459473
	Iteration 3Q: 3 clusters Score -90849.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90852.781250 Penalty: 3300.459473
	Iteration 4Q: 3 clusters Score -90852.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90854.164062 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -90854.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90854.164062 Penalty: 3300.459473
	Iteration 6F: 3 clusters Score -90854.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Entering Unmasked Estep 
Score: -2456162.750000 Penalty: 2469.178467
	Iteration 0F: 2 clusters Score -2456163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2441457.750000 Penalty: 4938.356934
	Iteration 0F: 3 clusters Score -2441458 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2447049.750000 Penalty: 4938.356934
	Iteration 1F: 3 clusters Score -2447050 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2448123.750000 Penalty: 4938.356934
	Iteration 2F: 3 clusters Score -2448124 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2449373.000000 Penalty: 4938.356934
	Iteration 3F: 3 clusters Score -2449373 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2450634.500000 Penalty: 4938.356934
	Iteration 4F: 3 clusters Score -2450634 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2451776.500000 Penalty: 4938.356934
	Iteration 5F: 3 clusters Score -2451776 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2452653.250000 Penalty: 4938.356934
	Iteration 6F: 3 clusters Score -2452653 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2453275.500000 Penalty: 4938.356934
	Iteration 7Q: 3 clusters Score -2453276 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2453674.250000 Penalty: 4938.356934
	Iteration 8Q: 3 clusters Score -2453674 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2453944.500000 Penalty: 4938.356934
	Iteration 9Q: 3 clusters Score -2453944 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2454129.250000 Penalty: 4938.356934
	Iteration 10Q: 3 clusters Score -2454129 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2454285.250000 Penalty: 4938.356934
	Iteration 11Q: 3 clusters Score -2454285 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2454406.500000 Penalty: 4938.356934
	Iteration 12Q: 3 clusters Score -2454406 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2454507.250000 Penalty: 4938.356934
	Iteration 13Q: 3 clusters Score -2454507 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2454638.500000 Penalty: 4938.356934
	Iteration 14Q: 3 clusters Score -2454638 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2454751.500000 Penalty: 4938.356934
	Iteration 15Q: 3 clusters Score -2454752 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2454851.750000 Penalty: 4938.356934
	Iteration 16Q: 3 clusters Score -2454852 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2454917.250000 Penalty: 4938.356934
	Iteration 17Q: 3 clusters Score -2454917 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2454977.750000 Penalty: 4938.356934
	Iteration 18Q: 3 clusters Score -2454978 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2455025.500000 Penalty: 4938.356934
	Iteration 19Q: 3 clusters Score -2455026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2455067.000000 Penalty: 4938.356934
	Iteration 20F: 3 clusters Score -2455067 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2455103.000000 Penalty: 4938.356934
	Iteration 21Q: 3 clusters Score -2455103 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2455120.750000 Penalty: 4938.356934
	Iteration 22Q: 3 clusters Score -2455121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2455136.250000 Penalty: 4938.356934
	Iteration 23Q: 3 clusters Score -2455136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2455160.000000 Penalty: 4938.356934
	Iteration 24Q: 3 clusters Score -2455160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2455178.750000 Penalty: 4938.356934
	Iteration 25Q: 3 clusters Score -2455179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2455183.250000 Penalty: 4938.356934
	Iteration 26Q: 3 clusters Score -2455183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2455196.000000 Penalty: 4938.356934
	Iteration 27Q: 3 clusters Score -2455196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2455207.500000 Penalty: 4938.356934
	Iteration 28Q: 3 clusters Score -2455208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2455221.000000 Penalty: 4938.356934
	Iteration 29Q: 3 clusters Score -2455221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2455237.750000 Penalty: 4938.356934
	Iteration 30Q: 3 clusters Score -2455238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2455248.750000 Penalty: 4938.356934
	Iteration 31Q: 3 clusters Score -2455249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2455253.500000 Penalty: 4938.356934
	Iteration 32Q: 3 clusters Score -2455254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2455268.750000 Penalty: 4938.356934
	Iteration 33Q: 3 clusters Score -2455269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2455275.750000 Penalty: 4938.356934
	Iteration 34Q: 3 clusters Score -2455276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2455284.000000 Penalty: 4938.356934
	Iteration 35Q: 3 clusters Score -2455284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2455292.250000 Penalty: 4938.356934
	Iteration 36Q: 3 clusters Score -2455292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2455297.000000 Penalty: 4938.356934
	Iteration 37Q: 3 clusters Score -2455297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2455301.250000 Penalty: 4938.356934
	Iteration 38Q: 3 clusters Score -2455301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2455306.500000 Penalty: 4938.356934
	Iteration 39Q: 3 clusters Score -2455306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2455310.000000 Penalty: 4938.356934
	Iteration 40F: 3 clusters Score -2455310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2455306.000000 Penalty: 4938.356934
	Iteration 41Q: 3 clusters Score -2455306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2455311.500000 Penalty: 4938.356934
	Iteration 42Q: 3 clusters Score -2455312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2455313.750000 Penalty: 4938.356934
	Iteration 43Q: 3 clusters Score -2455314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2455314.250000 Penalty: 4938.356934
	Iteration 44Q: 3 clusters Score -2455314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2455311.250000 Penalty: 4938.356934
	Iteration 45Q: 3 clusters Score -2455311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2455314.500000 Penalty: 4938.356934
	Iteration 46Q: 3 clusters Score -2455314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2455311.250000 Penalty: 4938.356934
	Iteration 47Q: 3 clusters Score -2455311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2455311.500000 Penalty: 4938.356934
	Iteration 48Q: 3 clusters Score -2455312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2455312.000000 Penalty: 4938.356934
	Iteration 49Q: 3 clusters Score -2455312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2455309.750000 Penalty: 4938.356934
	Iteration 50Q: 3 clusters Score -2455310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2455310.000000 Penalty: 4938.356934
	Iteration 51Q: 3 clusters Score -2455310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2455313.500000 Penalty: 4938.356934
	Iteration 52Q: 3 clusters Score -2455314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2455314.000000 Penalty: 4938.356934
	Iteration 53Q: 3 clusters Score -2455314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2455313.500000 Penalty: 4938.356934
	Iteration 54Q: 3 clusters Score -2455314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2455310.000000 Penalty: 4938.356934
	Iteration 55Q: 3 clusters Score -2455310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2455310.000000 Penalty: 4938.356934
	Iteration 56F: 3 clusters Score -2455310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (106094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106094 members 
Entering Unmasked Estep 
Score: -13468846.000000 Penalty: 2869.875977
	Iteration 0F: 2 clusters Score -1.346885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -13398056.000000 Penalty: 5739.751953
	Iteration 0F: 3 clusters Score -1.339806e+07 nChanged 50030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -13426640.000000 Penalty: 5739.751953
	Iteration 1F: 3 clusters Score -1.342664e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -13427326.000000 Penalty: 5739.751953
	Iteration 2Q: 3 clusters Score -1.342733e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -13428248.000000 Penalty: 5739.751953
	Iteration 3Q: 3 clusters Score -1.342825e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -13429379.000000 Penalty: 5739.751953
	Iteration 4Q: 3 clusters Score -1.342938e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -13431112.000000 Penalty: 5739.751953
	Iteration 5Q: 3 clusters Score -1.343111e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -13433754.000000 Penalty: 5739.751953
	Iteration 6F: 3 clusters Score -1.343375e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -13437927.000000 Penalty: 5739.751953
	Iteration 7F: 3 clusters Score -1.343793e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -13444021.000000 Penalty: 5739.751953
	Iteration 8F: 3 clusters Score -1.344402e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -13451031.000000 Penalty: 5739.751953
	Iteration 9F: 3 clusters Score -1.345103e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -13457188.000000 Penalty: 5739.751953
	Iteration 10F: 3 clusters Score -1.345719e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 100052 members 
Entering Unmasked Estep 
Score: -13461293.000000 Penalty: 5739.751953
	Iteration 11Q: 3 clusters Score -1.346129e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 102753 members 
Entering Unmasked Estep 
Score: -13463812.000000 Penalty: 5739.751953
	Iteration 12Q: 3 clusters Score -1.346381e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 104119 members 
Entering Unmasked Estep 
Score: -13465028.000000 Penalty: 5739.751953
	Iteration 13Q: 3 clusters Score -1.346503e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -13465632.000000 Penalty: 5739.751953
	Iteration 14Q: 3 clusters Score -1.346563e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 105129 members 
Entering Unmasked Estep 
Score: -13465935.000000 Penalty: 5739.751953
	Iteration 15Q: 3 clusters Score -1.346594e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 105290 members 
Entering Unmasked Estep 
Score: -13466092.000000 Penalty: 5739.751953
	Iteration 16Q: 3 clusters Score -1.346609e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 105375 members 
Entering Unmasked Estep 
Score: -13466180.000000 Penalty: 5739.751953
	Iteration 17Q: 3 clusters Score -1.346618e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 105433 members 
Entering Unmasked Estep 
Score: -13466242.000000 Penalty: 5739.751953
	Iteration 18Q: 3 clusters Score -1.346624e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 105470 members 
Entering Unmasked Estep 
Score: -13466268.000000 Penalty: 5739.751953
	Iteration 19Q: 3 clusters Score -1.346627e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 105490 members 
Entering Unmasked Estep 
Score: -13466272.000000 Penalty: 5739.751953
	Iteration 20F: 3 clusters Score -1.346627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 105511 members 
Entering Unmasked Estep 
Score: -13466295.000000 Penalty: 5739.751953
	Iteration 21Q: 3 clusters Score -1.34663e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 105522 members 
Entering Unmasked Estep 
Score: -13466299.000000 Penalty: 5739.751953
	Iteration 22Q: 3 clusters Score -1.34663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -13466318.000000 Penalty: 5739.751953
	Iteration 23Q: 3 clusters Score -1.346632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 105542 members 
Entering Unmasked Estep 
Score: -13466317.000000 Penalty: 5739.751953
	Iteration 24Q: 3 clusters Score -1.346632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 105545 members 
Entering Unmasked Estep 
Score: -13466338.000000 Penalty: 5739.751953
	Iteration 25Q: 3 clusters Score -1.346634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 105549 members 
Entering Unmasked Estep 
Score: -13466331.000000 Penalty: 5739.751953
	Iteration 26Q: 3 clusters Score -1.346633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 105552 members 
Entering Unmasked Estep 
Score: -13466348.000000 Penalty: 5739.751953
	Iteration 27Q: 3 clusters Score -1.346635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 105553 members 
Entering Unmasked Estep 
Score: -13466341.000000 Penalty: 5739.751953
	Iteration 28Q: 3 clusters Score -1.346634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 105557 members 
Entering Unmasked Estep 
Score: -13466364.000000 Penalty: 5739.751953
	Iteration 29Q: 3 clusters Score -1.346636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 105565 members 
Entering Unmasked Estep 
Score: -13466372.000000 Penalty: 5739.751953
	Iteration 30Q: 3 clusters Score -1.346637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 105565 members 
Entering Unmasked Estep 
Score: -13466366.000000 Penalty: 5739.751953
	Iteration 31Q: 3 clusters Score -1.346637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 105566 members 
Entering Unmasked Estep 
Score: -13466360.000000 Penalty: 5739.751953
	Iteration 32Q: 3 clusters Score -1.346636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 105566 members 
Entering Unmasked Estep 
Score: -13466361.000000 Penalty: 5739.751953
	Iteration 33Q: 3 clusters Score -1.346636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 105566 members 
Entering Unmasked Estep 
Score: -13466367.000000 Penalty: 5739.751953
	Iteration 34Q: 3 clusters Score -1.346637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 105567 members 
Entering Unmasked Estep 
Score: -13466374.000000 Penalty: 5739.751953
	Iteration 35Q: 3 clusters Score -1.346637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 105567 members 
Entering Unmasked Estep 
Score: -13466374.000000 Penalty: 5739.751953
	Iteration 36F: 3 clusters Score -1.346637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Entering Unmasked Estep 
Score: -1771338.750000 Penalty: 2369.286621
	Iteration 0F: 2 clusters Score -1771339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1761189.000000 Penalty: 4738.573242
	Iteration 0F: 3 clusters Score -1761189 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1764513.875000 Penalty: 4738.573242
	Iteration 1F: 3 clusters Score -1764514 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1765009.750000 Penalty: 4738.573242
	Iteration 2F: 3 clusters Score -1765010 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1765392.250000 Penalty: 4738.573242
	Iteration 3F: 3 clusters Score -1765392 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1765703.625000 Penalty: 4738.573242
	Iteration 4Q: 3 clusters Score -1765704 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1765981.625000 Penalty: 4738.573242
	Iteration 5Q: 3 clusters Score -1765982 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1766209.625000 Penalty: 4738.573242
	Iteration 6Q: 3 clusters Score -1766210 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1766419.000000 Penalty: 4738.573242
	Iteration 7Q: 3 clusters Score -1766419 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1766627.000000 Penalty: 4738.573242
	Iteration 8Q: 3 clusters Score -1766627 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1766829.125000 Penalty: 4738.573242
	Iteration 9Q: 3 clusters Score -1766829 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1767018.375000 Penalty: 4738.573242
	Iteration 10Q: 3 clusters Score -1767018 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1767180.375000 Penalty: 4738.573242
	Iteration 11Q: 3 clusters Score -1767180 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1767349.750000 Penalty: 4738.573242
	Iteration 12Q: 3 clusters Score -1767350 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1767506.250000 Penalty: 4738.573242
	Iteration 13Q: 3 clusters Score -1767506 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1767667.000000 Penalty: 4738.573242
	Iteration 14Q: 3 clusters Score -1767667 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1767826.250000 Penalty: 4738.573242
	Iteration 15Q: 3 clusters Score -1767826 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1767976.125000 Penalty: 4738.573242
	Iteration 16Q: 3 clusters Score -1767976 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1768131.125000 Penalty: 4738.573242
	Iteration 17Q: 3 clusters Score -1768131 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1768287.000000 Penalty: 4738.573242
	Iteration 18Q: 3 clusters Score -1768287 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1768439.000000 Penalty: 4738.573242
	Iteration 19Q: 3 clusters Score -1768439 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1768593.375000 Penalty: 4738.573242
	Iteration 20F: 3 clusters Score -1768593 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1768714.750000 Penalty: 4738.573242
	Iteration 21Q: 3 clusters Score -1768715 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1768820.500000 Penalty: 4738.573242
	Iteration 22Q: 3 clusters Score -1768820 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1768894.375000 Penalty: 4738.573242
	Iteration 23Q: 3 clusters Score -1768894 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1768961.875000 Penalty: 4738.573242
	Iteration 24Q: 3 clusters Score -1768962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1769025.875000 Penalty: 4738.573242
	Iteration 25Q: 3 clusters Score -1769026 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1769081.875000 Penalty: 4738.573242
	Iteration 26Q: 3 clusters Score -1769082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1769113.875000 Penalty: 4738.573242
	Iteration 27Q: 3 clusters Score -1769114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1769152.250000 Penalty: 4738.573242
	Iteration 28Q: 3 clusters Score -1769152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1769177.375000 Penalty: 4738.573242
	Iteration 29Q: 3 clusters Score -1769177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1769192.000000 Penalty: 4738.573242
	Iteration 30Q: 3 clusters Score -1769192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1769205.125000 Penalty: 4738.573242
	Iteration 31Q: 3 clusters Score -1769205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1769212.625000 Penalty: 4738.573242
	Iteration 32Q: 3 clusters Score -1769213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1769224.375000 Penalty: 4738.573242
	Iteration 33Q: 3 clusters Score -1769224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1769228.625000 Penalty: 4738.573242
	Iteration 34Q: 3 clusters Score -1769229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1769234.000000 Penalty: 4738.573242
	Iteration 35Q: 3 clusters Score -1769234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1769231.750000 Penalty: 4738.573242
	Iteration 36Q: 3 clusters Score -1769232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1769233.625000 Penalty: 4738.573242
	Iteration 37Q: 3 clusters Score -1769234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1769232.375000 Penalty: 4738.573242
	Iteration 38Q: 3 clusters Score -1769232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1769232.375000 Penalty: 4738.573242
	Iteration 39F: 3 clusters Score -1769232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -193048.015625 Penalty: 1830.612427
	Iteration 0F: 2 clusters Score -193048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -190709.406250 Penalty: 3661.224854
	Iteration 0F: 3 clusters Score -190709.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -191158.234375 Penalty: 3661.224854
	Iteration 1F: 3 clusters Score -191158.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -191302.859375 Penalty: 3661.224854
	Iteration 2F: 3 clusters Score -191302.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -191372.968750 Penalty: 3661.224854
	Iteration 3Q: 3 clusters Score -191373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -191417.828125 Penalty: 3661.224854
	Iteration 4Q: 3 clusters Score -191417.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -191440.828125 Penalty: 3661.224854
	Iteration 5Q: 3 clusters Score -191440.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -191458.687500 Penalty: 3661.224854
	Iteration 6Q: 3 clusters Score -191458.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -191477.531250 Penalty: 3661.224854
	Iteration 7Q: 3 clusters Score -191477.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -191493.546875 Penalty: 3661.224854
	Iteration 8Q: 3 clusters Score -191493.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -191518.171875 Penalty: 3661.224854
	Iteration 9Q: 3 clusters Score -191518.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -191535.859375 Penalty: 3661.224854
	Iteration 10Q: 3 clusters Score -191535.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -191543.140625 Penalty: 3661.224854
	Iteration 11Q: 3 clusters Score -191543.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -191549.828125 Penalty: 3661.224854
	Iteration 12Q: 3 clusters Score -191549.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -191558.093750 Penalty: 3661.224854
	Iteration 13Q: 3 clusters Score -191558.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -191561.734375 Penalty: 3661.224854
	Iteration 14Q: 3 clusters Score -191561.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -191567.250000 Penalty: 3661.224854
	Iteration 15Q: 3 clusters Score -191567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -191570.765625 Penalty: 3661.224854
	Iteration 16Q: 3 clusters Score -191570.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -191575.093750 Penalty: 3661.224854
	Iteration 17Q: 3 clusters Score -191575.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -191577.218750 Penalty: 3661.224854
	Iteration 18Q: 3 clusters Score -191577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -191578.546875 Penalty: 3661.224854
	Iteration 19Q: 3 clusters Score -191578.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -191579.625000 Penalty: 3661.224854
	Iteration 20F: 3 clusters Score -191579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -191579.843750 Penalty: 3661.224854
	Iteration 21Q: 3 clusters Score -191579.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -191580.265625 Penalty: 3661.224854
	Iteration 22Q: 3 clusters Score -191580.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -191580.265625 Penalty: 3661.224854
	Iteration 23F: 3 clusters Score -191580.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -94526.351562 Penalty: 1667.510498
	Iteration 0F: 2 clusters Score -94526.35 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 407 members 
Entering Unmasked Estep 
Score: -92787.554688 Penalty: 3335.020996
	Iteration 0F: 3 clusters Score -92787.55 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93007.695312 Penalty: 3335.020996
	Iteration 1F: 3 clusters Score -93007.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93064.671875 Penalty: 3335.020996
	Iteration 2Q: 3 clusters Score -93064.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -93127.453125 Penalty: 3335.020996
	Iteration 3Q: 3 clusters Score -93127.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -93177.460938 Penalty: 3335.020996
	Iteration 4Q: 3 clusters Score -93177.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93219.960938 Penalty: 3335.020996
	Iteration 5Q: 3 clusters Score -93219.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93256.117188 Penalty: 3335.020996
	Iteration 6Q: 3 clusters Score -93256.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93308.335938 Penalty: 3335.020996
	Iteration 7Q: 3 clusters Score -93308.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93417.820312 Penalty: 3335.020996
	Iteration 8Q: 3 clusters Score -93417.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -93570.710938 Penalty: 3335.020996
	Iteration 9Q: 3 clusters Score -93570.71 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -93773.671875 Penalty: 3335.020996
	Iteration 10F: 3 clusters Score -93773.67 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94024.351562 Penalty: 3335.020996
	Iteration 11F: 3 clusters Score -94024.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -94265.476562 Penalty: 3335.020996
	Iteration 12F: 3 clusters Score -94265.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -94475.750000 Penalty: 3335.020996
	Iteration 13Q: 3 clusters Score -94475.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -94854.476562 Penalty: 3335.020996
	Iteration 14Q: 3 clusters Score -94854.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95110.320312 Penalty: 3335.020996
	Iteration 15Q: 3 clusters Score -95110.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -95186.687500 Penalty: 3335.020996
	Iteration 16Q: 3 clusters Score -95186.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -95288.703125 Penalty: 3335.020996
	Iteration 17Q: 3 clusters Score -95288.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -95338.507812 Penalty: 3335.020996
	Iteration 18Q: 3 clusters Score -95338.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -95358.523438 Penalty: 3335.020996
	Iteration 19Q: 3 clusters Score -95358.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -95380.906250 Penalty: 3335.020996
	Iteration 20F: 3 clusters Score -95380.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 28358 members 
Mstep: Class 3 contains 43276 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 5 contains 149144 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18488 members 
Mstep: Class 10 contains 281467 members 
Mstep: Class 11 contains 12580 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 19166 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34174 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100322 members 
Mstep: Class 21 contains 151290 members 
Mstep: Class 22 contains 42714 members 
Mstep: Class 23 contains 29763 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21086 members 
Mstep: Class 27 contains 106094 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 6849 members 
Mstep: Class 32 contains 92124 members 
Mstep: Class 33 contains 552 members 
Entering Unmasked Estep 
Score: -157720704.000000 Penalty: 114993.804688
Splitting cluster 30 changes total score from -157721312.000000 to -157720704.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 28358 members 
Mstep: Class 3 contains 43276 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 5 contains 149144 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 18488 members 
Mstep: Class 10 contains 281467 members 
Mstep: Class 11 contains 12580 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 19166 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34174 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 100322 members 
Mstep: Class 21 contains 151290 members 
Mstep: Class 22 contains 42714 members 
Mstep: Class 23 contains 29763 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21086 members 
Mstep: Class 27 contains 106094 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157728128.000000 Penalty: 111509.140625
Iteration 159Q: 33 clusters Score -1.577281e+08 nChanged 13551
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 28667 members 
Mstep: Class 3 contains 43275 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 151134 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 5655 members 
Mstep: Class 9 contains 18497 members 
Mstep: Class 10 contains 283434 members 
Mstep: Class 11 contains 12494 members 
Mstep: Class 12 contains 10956 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 14 contains 19266 members 
Mstep: Class 15 contains 8054 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 34263 members 
Mstep: Class 18 contains 7831 members 
Mstep: Class 19 contains 7942 members 
Mstep: Class 20 contains 100651 members 
Mstep: Class 21 contains 151736 members 
Mstep: Class 22 contains 43270 members 
Mstep: Class 23 contains 29355 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 775 members 
Mstep: Class 26 contains 21139 members 
Mstep: Class 27 contains 106963 members 
Mstep: Class 28 contains 14095 members 
Mstep: Class 29 contains 1605 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 6385 members 
Mstep: Class 32 contains 86074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157732816.000000 Penalty: 111509.140625
Iteration 160F: 33 clusters Score -1.577328e+08 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 28879 members 
Mstep: Class 3 contains 43321 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 152317 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 5658 members 
Mstep: Class 9 contains 18456 members 
Mstep: Class 10 contains 283493 members 
Mstep: Class 11 contains 12476 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 14 contains 19342 members 
Mstep: Class 15 contains 8020 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 34236 members 
Mstep: Class 18 contains 7832 members 
Mstep: Class 19 contains 7843 members 
Mstep: Class 20 contains 100543 members 
Mstep: Class 21 contains 151902 members 
Mstep: Class 22 contains 43201 members 
Mstep: Class 23 contains 28921 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 775 members 
Mstep: Class 26 contains 21074 members 
Mstep: Class 27 contains 106545 members 
Mstep: Class 28 contains 14094 members 
Mstep: Class 29 contains 1605 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 6658 members 
Mstep: Class 32 contains 85433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157734608.000000 Penalty: 111509.140625
Iteration 161Q: 33 clusters Score -1.577346e+08 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 29052 members 
Mstep: Class 3 contains 43340 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 153377 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 5659 members 
Mstep: Class 9 contains 18390 members 
Mstep: Class 10 contains 283588 members 
Mstep: Class 11 contains 12505 members 
Mstep: Class 12 contains 10827 members 
Mstep: Class 13 contains 2929 members 
Mstep: Class 14 contains 19375 members 
Mstep: Class 15 contains 8001 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 34234 members 
Mstep: Class 18 contains 7836 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 100425 members 
Mstep: Class 21 contains 152034 members 
Mstep: Class 22 contains 43146 members 
Mstep: Class 23 contains 28728 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 21030 members 
Mstep: Class 27 contains 106206 members 
Mstep: Class 28 contains 14091 members 
Mstep: Class 29 contains 1605 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 6829 members 
Mstep: Class 32 contains 84659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157735904.000000 Penalty: 111509.140625
Iteration 162Q: 33 clusters Score -1.577359e+08 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 29207 members 
Mstep: Class 3 contains 43363 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 154262 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 4561 members 
Mstep: Class 8 contains 5660 members 
Mstep: Class 9 contains 18327 members 
Mstep: Class 10 contains 283726 members 
Mstep: Class 11 contains 12526 members 
Mstep: Class 12 contains 10784 members 
Mstep: Class 13 contains 2944 members 
Mstep: Class 14 contains 19410 members 
Mstep: Class 15 contains 7974 members 
Mstep: Class 16 contains 5520 members 
Mstep: Class 17 contains 34222 members 
Mstep: Class 18 contains 7838 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 100342 members 
Mstep: Class 21 contains 152098 members 
Mstep: Class 22 contains 43100 members 
Mstep: Class 23 contains 28575 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 20992 members 
Mstep: Class 27 contains 105973 members 
Mstep: Class 28 contains 14087 members 
Mstep: Class 29 contains 1605 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 6980 members 
Mstep: Class 32 contains 83956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736480.000000 Penalty: 111509.140625
Iteration 163Q: 33 clusters Score -1.577365e+08 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 29314 members 
Mstep: Class 3 contains 43378 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 155000 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 4559 members 
Mstep: Class 8 contains 5661 members 
Mstep: Class 9 contains 18239 members 
Mstep: Class 10 contains 283863 members 
Mstep: Class 11 contains 12530 members 
Mstep: Class 12 contains 10735 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 14 contains 19426 members 
Mstep: Class 15 contains 7956 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 34216 members 
Mstep: Class 18 contains 7840 members 
Mstep: Class 19 contains 7628 members 
Mstep: Class 20 contains 100288 members 
Mstep: Class 21 contains 152106 members 
Mstep: Class 22 contains 43132 members 
Mstep: Class 23 contains 28464 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 779 members 
Mstep: Class 26 contains 20955 members 
Mstep: Class 27 contains 105803 members 
Mstep: Class 28 contains 14085 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7102 members 
Mstep: Class 32 contains 83375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736496.000000 Penalty: 111509.140625
Iteration 164Q: 33 clusters Score -1.577365e+08 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 29396 members 
Mstep: Class 3 contains 43390 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 5 contains 155586 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 5662 members 
Mstep: Class 9 contains 18175 members 
Mstep: Class 10 contains 284020 members 
Mstep: Class 11 contains 12515 members 
Mstep: Class 12 contains 10695 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 14 contains 19438 members 
Mstep: Class 15 contains 7956 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 34202 members 
Mstep: Class 18 contains 7838 members 
Mstep: Class 19 contains 7553 members 
Mstep: Class 20 contains 100244 members 
Mstep: Class 21 contains 152087 members 
Mstep: Class 22 contains 43216 members 
Mstep: Class 23 contains 28357 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20900 members 
Mstep: Class 27 contains 105685 members 
Mstep: Class 28 contains 14084 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7228 members 
Mstep: Class 32 contains 82874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736368.000000 Penalty: 111509.140625
Iteration 165Q: 33 clusters Score -1.577364e+08 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 29465 members 
Mstep: Class 3 contains 43415 members 
Mstep: Class 4 contains 3600 members 
Mstep: Class 5 contains 156062 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 5662 members 
Mstep: Class 9 contains 18132 members 
Mstep: Class 10 contains 284140 members 
Mstep: Class 11 contains 12517 members 
Mstep: Class 12 contains 10654 members 
Mstep: Class 13 contains 2983 members 
Mstep: Class 14 contains 19450 members 
Mstep: Class 15 contains 7953 members 
Mstep: Class 16 contains 5496 members 
Mstep: Class 17 contains 34183 members 
Mstep: Class 18 contains 7835 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 100186 members 
Mstep: Class 21 contains 152067 members 
Mstep: Class 22 contains 43372 members 
Mstep: Class 23 contains 28276 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20833 members 
Mstep: Class 27 contains 105580 members 
Mstep: Class 28 contains 14083 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7340 members 
Mstep: Class 32 contains 82410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736608.000000 Penalty: 111509.140625
Iteration 166Q: 33 clusters Score -1.577366e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 29511 members 
Mstep: Class 3 contains 43442 members 
Mstep: Class 4 contains 3594 members 
Mstep: Class 5 contains 156379 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 4551 members 
Mstep: Class 8 contains 5661 members 
Mstep: Class 9 contains 18073 members 
Mstep: Class 10 contains 284253 members 
Mstep: Class 11 contains 12514 members 
Mstep: Class 12 contains 10623 members 
Mstep: Class 13 contains 2992 members 
Mstep: Class 14 contains 19463 members 
Mstep: Class 15 contains 7956 members 
Mstep: Class 16 contains 5494 members 
Mstep: Class 17 contains 34168 members 
Mstep: Class 18 contains 7836 members 
Mstep: Class 19 contains 7429 members 
Mstep: Class 20 contains 100157 members 
Mstep: Class 21 contains 152036 members 
Mstep: Class 22 contains 43535 members 
Mstep: Class 23 contains 28201 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20777 members 
Mstep: Class 27 contains 105525 members 
Mstep: Class 28 contains 14078 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 82064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736352.000000 Penalty: 111509.140625
Iteration 167Q: 33 clusters Score -1.577364e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 29555 members 
Mstep: Class 3 contains 43472 members 
Mstep: Class 4 contains 3586 members 
Mstep: Class 5 contains 156562 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 5662 members 
Mstep: Class 9 contains 18033 members 
Mstep: Class 10 contains 284406 members 
Mstep: Class 11 contains 12518 members 
Mstep: Class 12 contains 10589 members 
Mstep: Class 13 contains 3003 members 
Mstep: Class 14 contains 19453 members 
Mstep: Class 15 contains 7958 members 
Mstep: Class 16 contains 5490 members 
Mstep: Class 17 contains 34164 members 
Mstep: Class 18 contains 7836 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 100136 members 
Mstep: Class 21 contains 151994 members 
Mstep: Class 22 contains 43687 members 
Mstep: Class 23 contains 28150 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 779 members 
Mstep: Class 26 contains 20721 members 
Mstep: Class 27 contains 105467 members 
Mstep: Class 28 contains 14077 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7513 members 
Mstep: Class 32 contains 81811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736208.000000 Penalty: 111509.140625
Iteration 168Q: 33 clusters Score -1.577362e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 29591 members 
Mstep: Class 3 contains 43504 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 156687 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 4542 members 
Mstep: Class 8 contains 5666 members 
Mstep: Class 9 contains 18002 members 
Mstep: Class 10 contains 284520 members 
Mstep: Class 11 contains 12527 members 
Mstep: Class 12 contains 10558 members 
Mstep: Class 13 contains 3020 members 
Mstep: Class 14 contains 19450 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 5488 members 
Mstep: Class 17 contains 34162 members 
Mstep: Class 18 contains 7836 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 20 contains 100129 members 
Mstep: Class 21 contains 151971 members 
Mstep: Class 22 contains 43815 members 
Mstep: Class 23 contains 28116 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 779 members 
Mstep: Class 26 contains 20672 members 
Mstep: Class 27 contains 105438 members 
Mstep: Class 28 contains 14074 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7575 members 
Mstep: Class 32 contains 81587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736224.000000 Penalty: 111509.140625
Iteration 169Q: 33 clusters Score -1.577362e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 29628 members 
Mstep: Class 3 contains 43537 members 
Mstep: Class 4 contains 3567 members 
Mstep: Class 5 contains 156788 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 5671 members 
Mstep: Class 9 contains 17972 members 
Mstep: Class 10 contains 284636 members 
Mstep: Class 11 contains 12533 members 
Mstep: Class 12 contains 10526 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 19450 members 
Mstep: Class 15 contains 7948 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 34158 members 
Mstep: Class 18 contains 7835 members 
Mstep: Class 19 contains 7238 members 
Mstep: Class 20 contains 100123 members 
Mstep: Class 21 contains 151952 members 
Mstep: Class 22 contains 43920 members 
Mstep: Class 23 contains 28088 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 779 members 
Mstep: Class 26 contains 20645 members 
Mstep: Class 27 contains 105400 members 
Mstep: Class 28 contains 14071 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7632 members 
Mstep: Class 32 contains 81384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736240.000000 Penalty: 111509.140625
Iteration 170Q: 33 clusters Score -1.577362e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 29649 members 
Mstep: Class 3 contains 43553 members 
Mstep: Class 4 contains 3565 members 
Mstep: Class 5 contains 156845 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 5674 members 
Mstep: Class 9 contains 17947 members 
Mstep: Class 10 contains 284788 members 
Mstep: Class 11 contains 12534 members 
Mstep: Class 12 contains 10494 members 
Mstep: Class 13 contains 3046 members 
Mstep: Class 14 contains 19457 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 34152 members 
Mstep: Class 18 contains 7836 members 
Mstep: Class 19 contains 7187 members 
Mstep: Class 20 contains 100114 members 
Mstep: Class 21 contains 151929 members 
Mstep: Class 22 contains 44006 members 
Mstep: Class 23 contains 28054 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20629 members 
Mstep: Class 27 contains 105368 members 
Mstep: Class 28 contains 14064 members 
Mstep: Class 29 contains 1603 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7685 members 
Mstep: Class 32 contains 81220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736304.000000 Penalty: 111509.140625
Iteration 171Q: 33 clusters Score -1.577363e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 29659 members 
Mstep: Class 3 contains 43558 members 
Mstep: Class 4 contains 3563 members 
Mstep: Class 5 contains 156886 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 4531 members 
Mstep: Class 8 contains 5673 members 
Mstep: Class 9 contains 17903 members 
Mstep: Class 10 contains 284939 members 
Mstep: Class 11 contains 12536 members 
Mstep: Class 12 contains 10471 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 19456 members 
Mstep: Class 15 contains 7943 members 
Mstep: Class 16 contains 5481 members 
Mstep: Class 17 contains 34143 members 
Mstep: Class 18 contains 7837 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 100097 members 
Mstep: Class 21 contains 151903 members 
Mstep: Class 22 contains 44105 members 
Mstep: Class 23 contains 28044 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20598 members 
Mstep: Class 27 contains 105351 members 
Mstep: Class 28 contains 14053 members 
Mstep: Class 29 contains 1603 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7749 members 
Mstep: Class 32 contains 81073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736320.000000 Penalty: 111509.140625
Iteration 172Q: 33 clusters Score -1.577363e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 29677 members 
Mstep: Class 3 contains 43568 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 5 contains 156884 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 4527 members 
Mstep: Class 8 contains 5673 members 
Mstep: Class 9 contains 17871 members 
Mstep: Class 10 contains 285067 members 
Mstep: Class 11 contains 12543 members 
Mstep: Class 12 contains 10450 members 
Mstep: Class 13 contains 3071 members 
Mstep: Class 14 contains 19440 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 17 contains 34143 members 
Mstep: Class 18 contains 7837 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 100070 members 
Mstep: Class 21 contains 151892 members 
Mstep: Class 22 contains 44213 members 
Mstep: Class 23 contains 28012 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20565 members 
Mstep: Class 27 contains 105335 members 
Mstep: Class 28 contains 14047 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7815 members 
Mstep: Class 32 contains 80967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736048.000000 Penalty: 111509.140625
Iteration 173Q: 33 clusters Score -1.57736e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 29692 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 3565 members 
Mstep: Class 5 contains 156894 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4523 members 
Mstep: Class 8 contains 5674 members 
Mstep: Class 9 contains 17866 members 
Mstep: Class 10 contains 285171 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 10427 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 14 contains 19439 members 
Mstep: Class 15 contains 7936 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 34134 members 
Mstep: Class 18 contains 7841 members 
Mstep: Class 19 contains 7080 members 
Mstep: Class 20 contains 100042 members 
Mstep: Class 21 contains 151876 members 
Mstep: Class 22 contains 44313 members 
Mstep: Class 23 contains 27983 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20529 members 
Mstep: Class 27 contains 105319 members 
Mstep: Class 28 contains 14042 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7866 members 
Mstep: Class 32 contains 80869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736080.000000 Penalty: 111509.140625
Iteration 174Q: 33 clusters Score -1.577361e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 29710 members 
Mstep: Class 3 contains 43594 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 156906 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 8 contains 5678 members 
Mstep: Class 9 contains 17850 members 
Mstep: Class 10 contains 285265 members 
Mstep: Class 11 contains 12561 members 
Mstep: Class 12 contains 10412 members 
Mstep: Class 13 contains 3084 members 
Mstep: Class 14 contains 19436 members 
Mstep: Class 15 contains 7927 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 34137 members 
Mstep: Class 18 contains 7845 members 
Mstep: Class 19 contains 7058 members 
Mstep: Class 20 contains 100026 members 
Mstep: Class 21 contains 151858 members 
Mstep: Class 22 contains 44392 members 
Mstep: Class 23 contains 27953 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20497 members 
Mstep: Class 27 contains 105306 members 
Mstep: Class 28 contains 14035 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7898 members 
Mstep: Class 32 contains 80775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736384.000000 Penalty: 111509.140625
Iteration 175Q: 33 clusters Score -1.577364e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 29723 members 
Mstep: Class 3 contains 43609 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 5 contains 156932 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 4514 members 
Mstep: Class 8 contains 5680 members 
Mstep: Class 9 contains 17849 members 
Mstep: Class 10 contains 285345 members 
Mstep: Class 11 contains 12564 members 
Mstep: Class 12 contains 10396 members 
Mstep: Class 13 contains 3095 members 
Mstep: Class 14 contains 19430 members 
Mstep: Class 15 contains 7921 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 34133 members 
Mstep: Class 18 contains 7846 members 
Mstep: Class 19 contains 7036 members 
Mstep: Class 20 contains 100019 members 
Mstep: Class 21 contains 151849 members 
Mstep: Class 22 contains 44464 members 
Mstep: Class 23 contains 27917 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20467 members 
Mstep: Class 27 contains 105309 members 
Mstep: Class 28 contains 14025 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7926 members 
Mstep: Class 32 contains 80672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736160.000000 Penalty: 111509.140625
Iteration 176Q: 33 clusters Score -1.577362e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 29731 members 
Mstep: Class 3 contains 43621 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 5 contains 156931 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 4510 members 
Mstep: Class 8 contains 5679 members 
Mstep: Class 9 contains 17848 members 
Mstep: Class 10 contains 285434 members 
Mstep: Class 11 contains 12568 members 
Mstep: Class 12 contains 10390 members 
Mstep: Class 13 contains 3103 members 
Mstep: Class 14 contains 19435 members 
Mstep: Class 15 contains 7918 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 34129 members 
Mstep: Class 18 contains 7846 members 
Mstep: Class 19 contains 7024 members 
Mstep: Class 20 contains 100010 members 
Mstep: Class 21 contains 151829 members 
Mstep: Class 22 contains 44529 members 
Mstep: Class 23 contains 27887 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 105316 members 
Mstep: Class 28 contains 14021 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7940 members 
Mstep: Class 32 contains 80588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736464.000000 Penalty: 111509.140625
Iteration 177Q: 33 clusters Score -1.577365e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 29738 members 
Mstep: Class 3 contains 43632 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 5 contains 156949 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 4509 members 
Mstep: Class 8 contains 5681 members 
Mstep: Class 9 contains 17828 members 
Mstep: Class 10 contains 285517 members 
Mstep: Class 11 contains 12570 members 
Mstep: Class 12 contains 10378 members 
Mstep: Class 13 contains 3119 members 
Mstep: Class 14 contains 19434 members 
Mstep: Class 15 contains 7917 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 34126 members 
Mstep: Class 18 contains 7843 members 
Mstep: Class 19 contains 7003 members 
Mstep: Class 20 contains 100001 members 
Mstep: Class 21 contains 151818 members 
Mstep: Class 22 contains 44587 members 
Mstep: Class 23 contains 27859 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20405 members 
Mstep: Class 27 contains 105321 members 
Mstep: Class 28 contains 14013 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7961 members 
Mstep: Class 32 contains 80505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736576.000000 Penalty: 111509.140625
Iteration 178Q: 33 clusters Score -1.577366e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 29745 members 
Mstep: Class 3 contains 43642 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 156967 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 8 contains 5682 members 
Mstep: Class 9 contains 17814 members 
Mstep: Class 10 contains 285585 members 
Mstep: Class 11 contains 12576 members 
Mstep: Class 12 contains 10357 members 
Mstep: Class 13 contains 3129 members 
Mstep: Class 14 contains 19437 members 
Mstep: Class 15 contains 7918 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 34123 members 
Mstep: Class 18 contains 7845 members 
Mstep: Class 19 contains 6984 members 
Mstep: Class 20 contains 99997 members 
Mstep: Class 21 contains 151800 members 
Mstep: Class 22 contains 44651 members 
Mstep: Class 23 contains 27842 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20362 members 
Mstep: Class 27 contains 105324 members 
Mstep: Class 28 contains 14005 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7977 members 
Mstep: Class 32 contains 80441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736368.000000 Penalty: 111509.140625
Iteration 179Q: 33 clusters Score -1.577364e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 29757 members 
Mstep: Class 3 contains 43653 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 156967 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 8 contains 5685 members 
Mstep: Class 9 contains 17813 members 
Mstep: Class 10 contains 285638 members 
Mstep: Class 11 contains 12579 members 
Mstep: Class 12 contains 10345 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 14 contains 19441 members 
Mstep: Class 15 contains 7914 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 34116 members 
Mstep: Class 18 contains 7845 members 
Mstep: Class 19 contains 6964 members 
Mstep: Class 20 contains 100002 members 
Mstep: Class 21 contains 151780 members 
Mstep: Class 22 contains 44694 members 
Mstep: Class 23 contains 27823 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20323 members 
Mstep: Class 27 contains 105332 members 
Mstep: Class 28 contains 13999 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7991 members 
Mstep: Class 32 contains 80393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736320.000000 Penalty: 111509.140625
Iteration 180F: 33 clusters Score -1.577363e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 29768 members 
Mstep: Class 3 contains 43673 members 
Mstep: Class 4 contains 3573 members 
Mstep: Class 5 contains 156953 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4499 members 
Mstep: Class 8 contains 5688 members 
Mstep: Class 9 contains 17809 members 
Mstep: Class 10 contains 285693 members 
Mstep: Class 11 contains 12585 members 
Mstep: Class 12 contains 10332 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 19439 members 
Mstep: Class 15 contains 7917 members 
Mstep: Class 16 contains 5494 members 
Mstep: Class 17 contains 34112 members 
Mstep: Class 18 contains 7849 members 
Mstep: Class 19 contains 6946 members 
Mstep: Class 20 contains 99996 members 
Mstep: Class 21 contains 151768 members 
Mstep: Class 22 contains 44744 members 
Mstep: Class 23 contains 27802 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20294 members 
Mstep: Class 27 contains 105335 members 
Mstep: Class 28 contains 13995 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 8003 members 
Mstep: Class 32 contains 80346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736192.000000 Penalty: 111509.140625
Iteration 181Q: 33 clusters Score -1.577362e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 29784 members 
Mstep: Class 3 contains 43697 members 
Mstep: Class 4 contains 3573 members 
Mstep: Class 5 contains 156947 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4495 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 17804 members 
Mstep: Class 10 contains 285741 members 
Mstep: Class 11 contains 12588 members 
Mstep: Class 12 contains 10318 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 19441 members 
Mstep: Class 15 contains 7915 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 34109 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 6928 members 
Mstep: Class 20 contains 100000 members 
Mstep: Class 21 contains 151752 members 
Mstep: Class 22 contains 44784 members 
Mstep: Class 23 contains 27783 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 20261 members 
Mstep: Class 27 contains 105339 members 
Mstep: Class 28 contains 13988 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 80302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736160.000000 Penalty: 111509.140625
Iteration 182Q: 33 clusters Score -1.577362e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 29798 members 
Mstep: Class 3 contains 43716 members 
Mstep: Class 4 contains 3572 members 
Mstep: Class 5 contains 156944 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4494 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 17784 members 
Mstep: Class 10 contains 285762 members 
Mstep: Class 11 contains 12594 members 
Mstep: Class 12 contains 10297 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 19444 members 
Mstep: Class 15 contains 7915 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 34100 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 6920 members 
Mstep: Class 20 contains 99990 members 
Mstep: Class 21 contains 151737 members 
Mstep: Class 22 contains 44827 members 
Mstep: Class 23 contains 27773 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 20251 members 
Mstep: Class 27 contains 105343 members 
Mstep: Class 28 contains 13979 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8025 members 
Mstep: Class 32 contains 80279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736064.000000 Penalty: 111509.140625
Iteration 183Q: 33 clusters Score -1.577361e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 29810 members 
Mstep: Class 3 contains 43734 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 156946 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4493 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 17776 members 
Mstep: Class 10 contains 285785 members 
Mstep: Class 11 contains 12595 members 
Mstep: Class 12 contains 10269 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 19444 members 
Mstep: Class 15 contains 7913 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 34097 members 
Mstep: Class 18 contains 7852 members 
Mstep: Class 19 contains 6915 members 
Mstep: Class 20 contains 99988 members 
Mstep: Class 21 contains 151730 members 
Mstep: Class 22 contains 44861 members 
Mstep: Class 23 contains 27762 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20247 members 
Mstep: Class 27 contains 105344 members 
Mstep: Class 28 contains 13972 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8034 members 
Mstep: Class 32 contains 80243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736000.000000 Penalty: 111509.140625
Iteration 184Q: 33 clusters Score -1.57736e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 29822 members 
Mstep: Class 3 contains 43744 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 5 contains 156965 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4492 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 17772 members 
Mstep: Class 10 contains 285811 members 
Mstep: Class 11 contains 12601 members 
Mstep: Class 12 contains 10243 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 19441 members 
Mstep: Class 15 contains 7912 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 34095 members 
Mstep: Class 18 contains 7852 members 
Mstep: Class 19 contains 6911 members 
Mstep: Class 20 contains 99983 members 
Mstep: Class 21 contains 151714 members 
Mstep: Class 22 contains 44893 members 
Mstep: Class 23 contains 27733 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20238 members 
Mstep: Class 27 contains 105357 members 
Mstep: Class 28 contains 13967 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8039 members 
Mstep: Class 32 contains 80217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736096.000000 Penalty: 111509.140625
Iteration 185Q: 33 clusters Score -1.577361e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 29828 members 
Mstep: Class 3 contains 43755 members 
Mstep: Class 4 contains 3563 members 
Mstep: Class 5 contains 156971 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4491 members 
Mstep: Class 8 contains 5705 members 
Mstep: Class 9 contains 17768 members 
Mstep: Class 10 contains 285844 members 
Mstep: Class 11 contains 12602 members 
Mstep: Class 12 contains 10222 members 
Mstep: Class 13 contains 3193 members 
Mstep: Class 14 contains 19443 members 
Mstep: Class 15 contains 7912 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 34088 members 
Mstep: Class 18 contains 7855 members 
Mstep: Class 19 contains 6908 members 
Mstep: Class 20 contains 99975 members 
Mstep: Class 21 contains 151700 members 
Mstep: Class 22 contains 44940 members 
Mstep: Class 23 contains 27705 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20224 members 
Mstep: Class 27 contains 105361 members 
Mstep: Class 28 contains 13964 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8048 members 
Mstep: Class 32 contains 80194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736256.000000 Penalty: 111509.140625
Iteration 186Q: 33 clusters Score -1.577363e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 29830 members 
Mstep: Class 3 contains 43764 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 156957 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4489 members 
Mstep: Class 8 contains 5707 members 
Mstep: Class 9 contains 17776 members 
Mstep: Class 10 contains 285890 members 
Mstep: Class 11 contains 12602 members 
Mstep: Class 12 contains 10211 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 19443 members 
Mstep: Class 15 contains 7914 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 34080 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 99969 members 
Mstep: Class 21 contains 151693 members 
Mstep: Class 22 contains 44962 members 
Mstep: Class 23 contains 27691 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20207 members 
Mstep: Class 27 contains 105361 members 
Mstep: Class 28 contains 13958 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8054 members 
Mstep: Class 32 contains 80180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736192.000000 Penalty: 111509.140625
Iteration 187Q: 33 clusters Score -1.577362e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 29833 members 
Mstep: Class 3 contains 43773 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 156944 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 17788 members 
Mstep: Class 10 contains 285923 members 
Mstep: Class 11 contains 12602 members 
Mstep: Class 12 contains 10197 members 
Mstep: Class 13 contains 3207 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 7915 members 
Mstep: Class 16 contains 5507 members 
Mstep: Class 17 contains 34077 members 
Mstep: Class 18 contains 7859 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 99963 members 
Mstep: Class 21 contains 151678 members 
Mstep: Class 22 contains 44994 members 
Mstep: Class 23 contains 27675 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20189 members 
Mstep: Class 27 contains 105363 members 
Mstep: Class 28 contains 13954 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8061 members 
Mstep: Class 32 contains 80162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736160.000000 Penalty: 111509.140625
Iteration 188Q: 33 clusters Score -1.577362e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 29835 members 
Mstep: Class 3 contains 43782 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 156933 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 8 contains 5712 members 
Mstep: Class 9 contains 17789 members 
Mstep: Class 10 contains 285947 members 
Mstep: Class 11 contains 12602 members 
Mstep: Class 12 contains 10187 members 
Mstep: Class 13 contains 3211 members 
Mstep: Class 14 contains 19444 members 
Mstep: Class 15 contains 7915 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 34076 members 
Mstep: Class 18 contains 7859 members 
Mstep: Class 19 contains 6903 members 
Mstep: Class 20 contains 99962 members 
Mstep: Class 21 contains 151667 members 
Mstep: Class 22 contains 45031 members 
Mstep: Class 23 contains 27659 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20173 members 
Mstep: Class 27 contains 105365 members 
Mstep: Class 28 contains 13948 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8066 members 
Mstep: Class 32 contains 80147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736064.000000 Penalty: 111509.140625
Iteration 189Q: 33 clusters Score -1.577361e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 29838 members 
Mstep: Class 3 contains 43787 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 156939 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 8 contains 5715 members 
Mstep: Class 9 contains 17789 members 
Mstep: Class 10 contains 285956 members 
Mstep: Class 11 contains 12600 members 
Mstep: Class 12 contains 10175 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 19445 members 
Mstep: Class 15 contains 7918 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 34077 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 6900 members 
Mstep: Class 20 contains 99958 members 
Mstep: Class 21 contains 151663 members 
Mstep: Class 22 contains 45057 members 
Mstep: Class 23 contains 27638 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20168 members 
Mstep: Class 27 contains 105366 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8071 members 
Mstep: Class 32 contains 80139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157735968.000000 Penalty: 111509.140625
Iteration 190Q: 33 clusters Score -1.57736e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 29843 members 
Mstep: Class 3 contains 43791 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 156935 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 8 contains 5718 members 
Mstep: Class 9 contains 17792 members 
Mstep: Class 10 contains 285969 members 
Mstep: Class 11 contains 12596 members 
Mstep: Class 12 contains 10158 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 14 contains 19451 members 
Mstep: Class 15 contains 7920 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 34075 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 6901 members 
Mstep: Class 20 contains 99957 members 
Mstep: Class 21 contains 151663 members 
Mstep: Class 22 contains 45076 members 
Mstep: Class 23 contains 27630 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20161 members 
Mstep: Class 27 contains 105366 members 
Mstep: Class 28 contains 13936 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8072 members 
Mstep: Class 32 contains 80127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157735984.000000 Penalty: 111509.140625
Iteration 191Q: 33 clusters Score -1.57736e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 29842 members 
Mstep: Class 3 contains 43795 members 
Mstep: Class 4 contains 3560 members 
Mstep: Class 5 contains 156931 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 17788 members 
Mstep: Class 10 contains 285991 members 
Mstep: Class 11 contains 12593 members 
Mstep: Class 12 contains 10149 members 
Mstep: Class 13 contains 3234 members 
Mstep: Class 14 contains 19453 members 
Mstep: Class 15 contains 7927 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 34076 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 6897 members 
Mstep: Class 20 contains 99957 members 
Mstep: Class 21 contains 151655 members 
Mstep: Class 22 contains 45102 members 
Mstep: Class 23 contains 27620 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20148 members 
Mstep: Class 27 contains 105368 members 
Mstep: Class 28 contains 13926 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8077 members 
Mstep: Class 32 contains 80115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157735968.000000 Penalty: 111509.140625
Iteration 192Q: 33 clusters Score -1.57736e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 29844 members 
Mstep: Class 3 contains 43796 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 156929 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4487 members 
Mstep: Class 8 contains 5721 members 
Mstep: Class 9 contains 17790 members 
Mstep: Class 10 contains 286011 members 
Mstep: Class 11 contains 12590 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 13 contains 3249 members 
Mstep: Class 14 contains 19455 members 
Mstep: Class 15 contains 7928 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 34077 members 
Mstep: Class 18 contains 7854 members 
Mstep: Class 19 contains 6895 members 
Mstep: Class 20 contains 99964 members 
Mstep: Class 21 contains 151652 members 
Mstep: Class 22 contains 45120 members 
Mstep: Class 23 contains 27620 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20121 members 
Mstep: Class 27 contains 105368 members 
Mstep: Class 28 contains 13915 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8077 members 
Mstep: Class 32 contains 80104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157735968.000000 Penalty: 111509.140625
Iteration 193Q: 33 clusters Score -1.57736e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 29849 members 
Mstep: Class 3 contains 43807 members 
Mstep: Class 4 contains 3557 members 
Mstep: Class 5 contains 156933 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4487 members 
Mstep: Class 8 contains 5721 members 
Mstep: Class 9 contains 17797 members 
Mstep: Class 10 contains 286014 members 
Mstep: Class 11 contains 12585 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 3269 members 
Mstep: Class 14 contains 19459 members 
Mstep: Class 15 contains 7930 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 34079 members 
Mstep: Class 18 contains 7853 members 
Mstep: Class 19 contains 6893 members 
Mstep: Class 20 contains 99963 members 
Mstep: Class 21 contains 151655 members 
Mstep: Class 22 contains 45140 members 
Mstep: Class 23 contains 27616 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20089 members 
Mstep: Class 27 contains 105372 members 
Mstep: Class 28 contains 13902 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8079 members 
Mstep: Class 32 contains 80086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736128.000000 Penalty: 111509.140625
Iteration 194Q: 33 clusters Score -1.577361e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 29851 members 
Mstep: Class 3 contains 43817 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156933 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 17800 members 
Mstep: Class 10 contains 286031 members 
Mstep: Class 11 contains 12586 members 
Mstep: Class 12 contains 10128 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 19458 members 
Mstep: Class 15 contains 7936 members 
Mstep: Class 16 contains 5496 members 
Mstep: Class 17 contains 34079 members 
Mstep: Class 18 contains 7852 members 
Mstep: Class 19 contains 6895 members 
Mstep: Class 20 contains 99958 members 
Mstep: Class 21 contains 151652 members 
Mstep: Class 22 contains 45162 members 
Mstep: Class 23 contains 27610 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20058 members 
Mstep: Class 27 contains 105373 members 
Mstep: Class 28 contains 13893 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8078 members 
Mstep: Class 32 contains 80076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736016.000000 Penalty: 111509.140625
Iteration 195Q: 33 clusters Score -1.57736e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 29856 members 
Mstep: Class 3 contains 43827 members 
Mstep: Class 4 contains 3550 members 
Mstep: Class 5 contains 156930 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 8 contains 5726 members 
Mstep: Class 9 contains 17805 members 
Mstep: Class 10 contains 286048 members 
Mstep: Class 11 contains 12587 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 19454 members 
Mstep: Class 15 contains 7928 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 34074 members 
Mstep: Class 18 contains 7852 members 
Mstep: Class 19 contains 6894 members 
Mstep: Class 20 contains 99963 members 
Mstep: Class 21 contains 151642 members 
Mstep: Class 22 contains 45188 members 
Mstep: Class 23 contains 27603 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20033 members 
Mstep: Class 27 contains 105373 members 
Mstep: Class 28 contains 13886 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8079 members 
Mstep: Class 32 contains 80073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157735968.000000 Penalty: 111509.140625
Iteration 196Q: 33 clusters Score -1.57736e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 29858 members 
Mstep: Class 3 contains 43833 members 
Mstep: Class 4 contains 3551 members 
Mstep: Class 5 contains 156926 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 8 contains 5729 members 
Mstep: Class 9 contains 17828 members 
Mstep: Class 10 contains 286063 members 
Mstep: Class 11 contains 12589 members 
Mstep: Class 12 contains 10112 members 
Mstep: Class 13 contains 3384 members 
Mstep: Class 14 contains 19453 members 
Mstep: Class 15 contains 7923 members 
Mstep: Class 16 contains 5428 members 
Mstep: Class 17 contains 34074 members 
Mstep: Class 18 contains 7849 members 
Mstep: Class 19 contains 6891 members 
Mstep: Class 20 contains 99960 members 
Mstep: Class 21 contains 151631 members 
Mstep: Class 22 contains 45211 members 
Mstep: Class 23 contains 27598 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 20015 members 
Mstep: Class 27 contains 105372 members 
Mstep: Class 28 contains 13872 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8082 members 
Mstep: Class 32 contains 80067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736096.000000 Penalty: 111509.140625
Iteration 197Q: 33 clusters Score -1.577361e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 29865 members 
Mstep: Class 3 contains 43837 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156932 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 17851 members 
Mstep: Class 10 contains 286074 members 
Mstep: Class 11 contains 12583 members 
Mstep: Class 12 contains 10096 members 
Mstep: Class 13 contains 3436 members 
Mstep: Class 14 contains 19450 members 
Mstep: Class 15 contains 7919 members 
Mstep: Class 16 contains 5379 members 
Mstep: Class 17 contains 34078 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 6889 members 
Mstep: Class 20 contains 99965 members 
Mstep: Class 21 contains 151617 members 
Mstep: Class 22 contains 45234 members 
Mstep: Class 23 contains 27593 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19981 members 
Mstep: Class 27 contains 105379 members 
Mstep: Class 28 contains 13863 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8086 members 
Mstep: Class 32 contains 80062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736048.000000 Penalty: 111509.140625
Iteration 198Q: 33 clusters Score -1.57736e+08 nChanged 412
Entering ConstructFrom: 
Score: -157736048.000000 Penalty: 111509.140625
Entering ConstructFrom: 
Trying to split cluster 1 (51492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Entering Unmasked Estep 
Score: -6712944.000000 Penalty: 2690.597168
	Iteration 0F: 2 clusters Score -6712944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -6678382.000000 Penalty: 5381.194336
	Iteration 0F: 3 clusters Score -6678382 nChanged 23713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -6692186.500000 Penalty: 5381.194336
	Iteration 1F: 3 clusters Score -6692186 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -6693028.000000 Penalty: 5381.194336
	Iteration 2Q: 3 clusters Score -6693028 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -6694292.000000 Penalty: 5381.194336
	Iteration 3F: 3 clusters Score -6694292 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -6696181.500000 Penalty: 5381.194336
	Iteration 4F: 3 clusters Score -6696182 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -6698867.000000 Penalty: 5381.194336
	Iteration 5F: 3 clusters Score -6698867 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -6702307.000000 Penalty: 5381.194336
	Iteration 6F: 3 clusters Score -6702307 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -6705631.000000 Penalty: 5381.194336
	Iteration 7F: 3 clusters Score -6705631 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -6708188.000000 Penalty: 5381.194336
	Iteration 8F: 3 clusters Score -6708188 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6709527.000000 Penalty: 5381.194336
	Iteration 9Q: 3 clusters Score -6709527 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6710099.500000 Penalty: 5381.194336
	Iteration 10Q: 3 clusters Score -6710100 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6710344.500000 Penalty: 5381.194336
	Iteration 11Q: 3 clusters Score -6710344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6710474.000000 Penalty: 5381.194336
	Iteration 12Q: 3 clusters Score -6710474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6710512.000000 Penalty: 5381.194336
	Iteration 13Q: 3 clusters Score -6710512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6710535.000000 Penalty: 5381.194336
	Iteration 14Q: 3 clusters Score -6710535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6710554.000000 Penalty: 5381.194336
	Iteration 15Q: 3 clusters Score -6710554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6710565.500000 Penalty: 5381.194336
	Iteration 16Q: 3 clusters Score -6710566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6710578.000000 Penalty: 5381.194336
	Iteration 17Q: 3 clusters Score -6710578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6710582.000000 Penalty: 5381.194336
	Iteration 18Q: 3 clusters Score -6710582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6710593.000000 Penalty: 5381.194336
	Iteration 19Q: 3 clusters Score -6710593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6710595.000000 Penalty: 5381.194336
	Iteration 20F: 3 clusters Score -6710595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6710592.500000 Penalty: 5381.194336
	Iteration 21Q: 3 clusters Score -6710592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6710592.500000 Penalty: 5381.194336
	Iteration 22F: 3 clusters Score -6710592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Entering Unmasked Estep 
Score: -3913905.000000 Penalty: 2555.551514
	Iteration 0F: 2 clusters Score -3913905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3893484.500000 Penalty: 5111.103027
	Iteration 0F: 3 clusters Score -3893484 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3900675.000000 Penalty: 5111.103027
	Iteration 1F: 3 clusters Score -3900675 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3901124.000000 Penalty: 5111.103027
	Iteration 2Q: 3 clusters Score -3901124 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3901542.250000 Penalty: 5111.103027
	Iteration 3Q: 3 clusters Score -3901542 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3901985.750000 Penalty: 5111.103027
	Iteration 4Q: 3 clusters Score -3901986 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3902576.500000 Penalty: 5111.103027
	Iteration 5Q: 3 clusters Score -3902576 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3903251.000000 Penalty: 5111.103027
	Iteration 6Q: 3 clusters Score -3903251 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3904172.750000 Penalty: 5111.103027
	Iteration 7F: 3 clusters Score -3904173 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3905318.000000 Penalty: 5111.103027
	Iteration 8F: 3 clusters Score -3905318 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -3906664.750000 Penalty: 5111.103027
	Iteration 9F: 3 clusters Score -3906665 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -3907929.750000 Penalty: 5111.103027
	Iteration 10F: 3 clusters Score -3907930 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3909049.750000 Penalty: 5111.103027
	Iteration 11Q: 3 clusters Score -3909050 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3909822.500000 Penalty: 5111.103027
	Iteration 12Q: 3 clusters Score -3909822 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3910311.500000 Penalty: 5111.103027
	Iteration 13Q: 3 clusters Score -3910312 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3910623.750000 Penalty: 5111.103027
	Iteration 14Q: 3 clusters Score -3910624 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3910789.500000 Penalty: 5111.103027
	Iteration 15Q: 3 clusters Score -3910790 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3910931.500000 Penalty: 5111.103027
	Iteration 16Q: 3 clusters Score -3910932 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3911036.000000 Penalty: 5111.103027
	Iteration 17Q: 3 clusters Score -3911036 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3911155.000000 Penalty: 5111.103027
	Iteration 18Q: 3 clusters Score -3911155 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3911263.500000 Penalty: 5111.103027
	Iteration 19Q: 3 clusters Score -3911264 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3911343.250000 Penalty: 5111.103027
	Iteration 20F: 3 clusters Score -3911343 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3911401.750000 Penalty: 5111.103027
	Iteration 21Q: 3 clusters Score -3911402 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3911458.750000 Penalty: 5111.103027
	Iteration 22Q: 3 clusters Score -3911459 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3911488.000000 Penalty: 5111.103027
	Iteration 23Q: 3 clusters Score -3911488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3911519.000000 Penalty: 5111.103027
	Iteration 24Q: 3 clusters Score -3911519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3911546.500000 Penalty: 5111.103027
	Iteration 25Q: 3 clusters Score -3911546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3911562.750000 Penalty: 5111.103027
	Iteration 26Q: 3 clusters Score -3911563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3911574.000000 Penalty: 5111.103027
	Iteration 27Q: 3 clusters Score -3911574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3911592.250000 Penalty: 5111.103027
	Iteration 28Q: 3 clusters Score -3911592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3911607.500000 Penalty: 5111.103027
	Iteration 29Q: 3 clusters Score -3911608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3911617.500000 Penalty: 5111.103027
	Iteration 30Q: 3 clusters Score -3911618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3911628.750000 Penalty: 5111.103027
	Iteration 31Q: 3 clusters Score -3911629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3911636.000000 Penalty: 5111.103027
	Iteration 32Q: 3 clusters Score -3911636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3911639.250000 Penalty: 5111.103027
	Iteration 33Q: 3 clusters Score -3911639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3911640.250000 Penalty: 5111.103027
	Iteration 34Q: 3 clusters Score -3911640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3911641.000000 Penalty: 5111.103027
	Iteration 35Q: 3 clusters Score -3911641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3911649.000000 Penalty: 5111.103027
	Iteration 36Q: 3 clusters Score -3911649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3911649.250000 Penalty: 5111.103027
	Iteration 37Q: 3 clusters Score -3911649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3911660.500000 Penalty: 5111.103027
	Iteration 38Q: 3 clusters Score -3911660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3911663.750000 Penalty: 5111.103027
	Iteration 39Q: 3 clusters Score -3911664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3911673.750000 Penalty: 5111.103027
	Iteration 40F: 3 clusters Score -3911674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3911681.000000 Penalty: 5111.103027
	Iteration 41Q: 3 clusters Score -3911681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3911683.750000 Penalty: 5111.103027
	Iteration 42Q: 3 clusters Score -3911684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3911691.500000 Penalty: 5111.103027
	Iteration 43Q: 3 clusters Score -3911692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3911697.000000 Penalty: 5111.103027
	Iteration 44Q: 3 clusters Score -3911697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3911704.000000 Penalty: 5111.103027
	Iteration 45Q: 3 clusters Score -3911704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3911705.750000 Penalty: 5111.103027
	Iteration 46Q: 3 clusters Score -3911706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3911710.750000 Penalty: 5111.103027
	Iteration 47Q: 3 clusters Score -3911711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3911716.000000 Penalty: 5111.103027
	Iteration 48Q: 3 clusters Score -3911716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3911716.000000 Penalty: 5111.103027
	Iteration 49F: 3 clusters Score -3911716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Entering Unmasked Estep 
Score: -5564110.500000 Penalty: 2650.693115
	Iteration 0F: 2 clusters Score -5564110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5534323.500000 Penalty: 5301.386230
	Iteration 0F: 3 clusters Score -5534324 nChanged 20191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -5545473.000000 Penalty: 5301.386230
	Iteration 1F: 3 clusters Score -5545473 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -5546011.000000 Penalty: 5301.386230
	Iteration 2Q: 3 clusters Score -5546011 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -5546613.000000 Penalty: 5301.386230
	Iteration 3Q: 3 clusters Score -5546613 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -5547321.500000 Penalty: 5301.386230
	Iteration 4Q: 3 clusters Score -5547322 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -5548287.500000 Penalty: 5301.386230
	Iteration 5Q: 3 clusters Score -5548288 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -5549868.500000 Penalty: 5301.386230
	Iteration 6F: 3 clusters Score -5549868 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -5552070.000000 Penalty: 5301.386230
	Iteration 7F: 3 clusters Score -5552070 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -5554690.000000 Penalty: 5301.386230
	Iteration 8F: 3 clusters Score -5554690 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -5557263.000000 Penalty: 5301.386230
	Iteration 9F: 3 clusters Score -5557263 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5559216.500000 Penalty: 5301.386230
	Iteration 10Q: 3 clusters Score -5559216 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5560439.000000 Penalty: 5301.386230
	Iteration 11Q: 3 clusters Score -5560439 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5561037.000000 Penalty: 5301.386230
	Iteration 12Q: 3 clusters Score -5561037 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5561390.500000 Penalty: 5301.386230
	Iteration 13Q: 3 clusters Score -5561390 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5561570.000000 Penalty: 5301.386230
	Iteration 14Q: 3 clusters Score -5561570 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5561641.000000 Penalty: 5301.386230
	Iteration 15Q: 3 clusters Score -5561641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5561691.000000 Penalty: 5301.386230
	Iteration 16Q: 3 clusters Score -5561691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5561717.500000 Penalty: 5301.386230
	Iteration 17Q: 3 clusters Score -5561718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5561746.000000 Penalty: 5301.386230
	Iteration 18Q: 3 clusters Score -5561746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5561769.000000 Penalty: 5301.386230
	Iteration 19Q: 3 clusters Score -5561769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5561788.500000 Penalty: 5301.386230
	Iteration 20F: 3 clusters Score -5561788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5561810.000000 Penalty: 5301.386230
	Iteration 21Q: 3 clusters Score -5561810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5561814.000000 Penalty: 5301.386230
	Iteration 22Q: 3 clusters Score -5561814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5561822.500000 Penalty: 5301.386230
	Iteration 23Q: 3 clusters Score -5561822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5561826.000000 Penalty: 5301.386230
	Iteration 24Q: 3 clusters Score -5561826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5561827.000000 Penalty: 5301.386230
	Iteration 25Q: 3 clusters Score -5561827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5561825.500000 Penalty: 5301.386230
	Iteration 26Q: 3 clusters Score -5561826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5561833.500000 Penalty: 5301.386230
	Iteration 27Q: 3 clusters Score -5561834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5561833.500000 Penalty: 5301.386230
	Iteration 28Q: 3 clusters Score -5561834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5561833.500000 Penalty: 5301.386230
	Iteration 29F: 3 clusters Score -5561834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Entering Unmasked Estep 
Score: -459416.187500 Penalty: 2027.605591
	Iteration 0F: 2 clusters Score -459416.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -455776.750000 Penalty: 4055.211182
	Iteration 0F: 3 clusters Score -455776.8 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -456546.281250 Penalty: 4055.211182
	Iteration 1F: 3 clusters Score -456546.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -456730.625000 Penalty: 4055.211182
	Iteration 2F: 3 clusters Score -456730.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -456821.312500 Penalty: 4055.211182
	Iteration 3Q: 3 clusters Score -456821.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -456868.781250 Penalty: 4055.211182
	Iteration 4Q: 3 clusters Score -456868.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -456908.812500 Penalty: 4055.211182
	Iteration 5Q: 3 clusters Score -456908.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -456951.781250 Penalty: 4055.211182
	Iteration 6Q: 3 clusters Score -456951.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -456984.468750 Penalty: 4055.211182
	Iteration 7Q: 3 clusters Score -456984.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -457005.812500 Penalty: 4055.211182
	Iteration 8Q: 3 clusters Score -457005.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -457018.718750 Penalty: 4055.211182
	Iteration 9Q: 3 clusters Score -457018.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -457031.562500 Penalty: 4055.211182
	Iteration 10Q: 3 clusters Score -457031.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -457051.187500 Penalty: 4055.211182
	Iteration 11Q: 3 clusters Score -457051.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -457062.937500 Penalty: 4055.211182
	Iteration 12Q: 3 clusters Score -457062.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -457068.906250 Penalty: 4055.211182
	Iteration 13Q: 3 clusters Score -457068.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -457074.406250 Penalty: 4055.211182
	Iteration 14Q: 3 clusters Score -457074.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -457077.500000 Penalty: 4055.211182
	Iteration 15Q: 3 clusters Score -457077.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -457078.187500 Penalty: 4055.211182
	Iteration 16Q: 3 clusters Score -457078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -457078.687500 Penalty: 4055.211182
	Iteration 17Q: 3 clusters Score -457078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -457078.812500 Penalty: 4055.211182
	Iteration 18Q: 3 clusters Score -457078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -457079.062500 Penalty: 4055.211182
	Iteration 19Q: 3 clusters Score -457079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -457079.062500 Penalty: 4055.211182
	Iteration 20F: 3 clusters Score -457079.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (156932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156932 members 
Entering Unmasked Estep 
Score: -20324042.000000 Penalty: 2966.964844
	Iteration 0F: 2 clusters Score -2.032404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 78475 members 
Entering Unmasked Estep 
Score: -20221692.000000 Penalty: 5933.929688
	Iteration 0F: 3 clusters Score -2.022169e+07 nChanged 75160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -20265942.000000 Penalty: 5933.929688
	Iteration 1F: 3 clusters Score -2.026594e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -20267750.000000 Penalty: 5933.929688
	Iteration 2Q: 3 clusters Score -2.026775e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78839 members 
Mstep: Class 2 contains 78093 members 
Entering Unmasked Estep 
Score: -20270212.000000 Penalty: 5933.929688
	Iteration 3Q: 3 clusters Score -2.027021e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78505 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -20274198.000000 Penalty: 5933.929688
	Iteration 4Q: 3 clusters Score -2.02742e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77619 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -20280438.000000 Penalty: 5933.929688
	Iteration 5F: 3 clusters Score -2.028044e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -20288496.000000 Penalty: 5933.929688
	Iteration 6F: 3 clusters Score -2.02885e+07 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 82910 members 
Entering Unmasked Estep 
Score: -20296704.000000 Penalty: 5933.929688
	Iteration 7F: 3 clusters Score -2.02967e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -20302860.000000 Penalty: 5933.929688
	Iteration 8F: 3 clusters Score -2.030286e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70723 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -20305772.000000 Penalty: 5933.929688
	Iteration 9Q: 3 clusters Score -2.030577e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -20306942.000000 Penalty: 5933.929688
	Iteration 10Q: 3 clusters Score -2.030694e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 89146 members 
Entering Unmasked Estep 
Score: -20307534.000000 Penalty: 5933.929688
	Iteration 11Q: 3 clusters Score -2.030753e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 90764 members 
Entering Unmasked Estep 
Score: -20307990.000000 Penalty: 5933.929688
	Iteration 12Q: 3 clusters Score -2.030799e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
Score: -20308442.000000 Penalty: 5933.929688
	Iteration 13Q: 3 clusters Score -2.030844e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 94066 members 
Entering Unmasked Estep 
Score: -20308752.000000 Penalty: 5933.929688
	Iteration 14Q: 3 clusters Score -2.030875e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 95908 members 
Entering Unmasked Estep 
Score: -20309530.000000 Penalty: 5933.929688
	Iteration 15Q: 3 clusters Score -2.030953e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 97897 members 
Entering Unmasked Estep 
Score: -20310280.000000 Penalty: 5933.929688
	Iteration 16Q: 3 clusters Score -2.031028e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -20311130.000000 Penalty: 5933.929688
	Iteration 17Q: 3 clusters Score -2.031113e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 102154 members 
Entering Unmasked Estep 
Score: -20311958.000000 Penalty: 5933.929688
	Iteration 18Q: 3 clusters Score -2.031196e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 104417 members 
Entering Unmasked Estep 
Score: -20312818.000000 Penalty: 5933.929688
	Iteration 19Q: 3 clusters Score -2.031282e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 106816 members 
Entering Unmasked Estep 
Score: -20313954.000000 Penalty: 5933.929688
	Iteration 20F: 3 clusters Score -2.031395e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 109267 members 
Entering Unmasked Estep 
Score: -20315326.000000 Penalty: 5933.929688
	Iteration 21Q: 3 clusters Score -2.031533e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 111850 members 
Entering Unmasked Estep 
Score: -20317094.000000 Penalty: 5933.929688
	Iteration 22Q: 3 clusters Score -2.031709e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 114293 members 
Entering Unmasked Estep 
Score: -20318418.000000 Penalty: 5933.929688
	Iteration 23Q: 3 clusters Score -2.031842e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 116542 members 
Entering Unmasked Estep 
Score: -20319834.000000 Penalty: 5933.929688
	Iteration 24Q: 3 clusters Score -2.031983e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 118631 members 
Entering Unmasked Estep 
Score: -20320936.000000 Penalty: 5933.929688
	Iteration 25Q: 3 clusters Score -2.032094e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 120480 members 
Entering Unmasked Estep 
Score: -20321824.000000 Penalty: 5933.929688
	Iteration 26Q: 3 clusters Score -2.032182e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 122065 members 
Entering Unmasked Estep 
Score: -20322380.000000 Penalty: 5933.929688
	Iteration 27Q: 3 clusters Score -2.032238e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -20322784.000000 Penalty: 5933.929688
	Iteration 28Q: 3 clusters Score -2.032278e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 124667 members 
Entering Unmasked Estep 
Score: -20323116.000000 Penalty: 5933.929688
	Iteration 29Q: 3 clusters Score -2.032312e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 125747 members 
Entering Unmasked Estep 
Score: -20323268.000000 Penalty: 5933.929688
	Iteration 30Q: 3 clusters Score -2.032327e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 126659 members 
Entering Unmasked Estep 
Score: -20323514.000000 Penalty: 5933.929688
	Iteration 31Q: 3 clusters Score -2.032351e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 127462 members 
Entering Unmasked Estep 
Score: -20323686.000000 Penalty: 5933.929688
	Iteration 32Q: 3 clusters Score -2.032369e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 128165 members 
Entering Unmasked Estep 
Score: -20323812.000000 Penalty: 5933.929688
	Iteration 33Q: 3 clusters Score -2.032381e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 128807 members 
Entering Unmasked Estep 
Score: -20323940.000000 Penalty: 5933.929688
	Iteration 34Q: 3 clusters Score -2.032394e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 129328 members 
Entering Unmasked Estep 
Score: -20324034.000000 Penalty: 5933.929688
	Iteration 35Q: 3 clusters Score -2.032403e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 129833 members 
Entering Unmasked Estep 
Score: -20324182.000000 Penalty: 5933.929688
	Iteration 36Q: 3 clusters Score -2.032418e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 130282 members 
Entering Unmasked Estep 
Score: -20324188.000000 Penalty: 5933.929688
	Iteration 37Q: 3 clusters Score -2.032419e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 130690 members 
Entering Unmasked Estep 
Score: -20324202.000000 Penalty: 5933.929688
	Iteration 38Q: 3 clusters Score -2.03242e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 131070 members 
Entering Unmasked Estep 
Score: -20324246.000000 Penalty: 5933.929688
	Iteration 39Q: 3 clusters Score -2.032425e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 131373 members 
Entering Unmasked Estep 
Score: -20324252.000000 Penalty: 5933.929688
	Iteration 40F: 3 clusters Score -2.032425e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 131632 members 
Entering Unmasked Estep 
Score: -20324220.000000 Penalty: 5933.929688
	Iteration 41Q: 3 clusters Score -2.032422e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 131819 members 
Entering Unmasked Estep 
Score: -20324196.000000 Penalty: 5933.929688
	Iteration 42Q: 3 clusters Score -2.03242e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 131979 members 
Entering Unmasked Estep 
Score: -20324210.000000 Penalty: 5933.929688
	Iteration 43Q: 3 clusters Score -2.032421e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 132130 members 
Entering Unmasked Estep 
Score: -20324182.000000 Penalty: 5933.929688
	Iteration 44Q: 3 clusters Score -2.032418e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 132259 members 
Entering Unmasked Estep 
Score: -20324184.000000 Penalty: 5933.929688
	Iteration 45Q: 3 clusters Score -2.032418e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 132380 members 
Entering Unmasked Estep 
Score: -20324164.000000 Penalty: 5933.929688
	Iteration 46Q: 3 clusters Score -2.032416e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 132496 members 
Entering Unmasked Estep 
Score: -20324162.000000 Penalty: 5933.929688
	Iteration 47Q: 3 clusters Score -2.032416e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 132609 members 
Entering Unmasked Estep 
Score: -20324180.000000 Penalty: 5933.929688
	Iteration 48Q: 3 clusters Score -2.032418e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 132710 members 
Entering Unmasked Estep 
Score: -20324138.000000 Penalty: 5933.929688
	Iteration 49Q: 3 clusters Score -2.032414e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 132804 members 
Entering Unmasked Estep 
Score: -20324158.000000 Penalty: 5933.929688
	Iteration 50Q: 3 clusters Score -2.032416e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 132878 members 
Entering Unmasked Estep 
Score: -20324156.000000 Penalty: 5933.929688
	Iteration 51Q: 3 clusters Score -2.032416e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 132945 members 
Entering Unmasked Estep 
Score: -20324166.000000 Penalty: 5933.929688
	Iteration 52Q: 3 clusters Score -2.032417e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 132983 members 
Entering Unmasked Estep 
Score: -20324144.000000 Penalty: 5933.929688
	Iteration 53Q: 3 clusters Score -2.032414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 133014 members 
Entering Unmasked Estep 
Score: -20324152.000000 Penalty: 5933.929688
	Iteration 54Q: 3 clusters Score -2.032415e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 133040 members 
Entering Unmasked Estep 
Score: -20324144.000000 Penalty: 5933.929688
	Iteration 55Q: 3 clusters Score -2.032414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 133069 members 
Entering Unmasked Estep 
Score: -20324114.000000 Penalty: 5933.929688
	Iteration 56Q: 3 clusters Score -2.032411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 133090 members 
Entering Unmasked Estep 
Score: -20324110.000000 Penalty: 5933.929688
	Iteration 57Q: 3 clusters Score -2.032411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 133109 members 
Entering Unmasked Estep 
Score: -20324122.000000 Penalty: 5933.929688
	Iteration 58Q: 3 clusters Score -2.032412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 133131 members 
Entering Unmasked Estep 
Score: -20324122.000000 Penalty: 5933.929688
	Iteration 59Q: 3 clusters Score -2.032412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 133151 members 
Entering Unmasked Estep 
Score: -20324132.000000 Penalty: 5933.929688
	Iteration 60F: 3 clusters Score -2.032413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 133160 members 
Entering Unmasked Estep 
Score: -20324136.000000 Penalty: 5933.929688
	Iteration 61Q: 3 clusters Score -2.032414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 133175 members 
Entering Unmasked Estep 
Score: -20324146.000000 Penalty: 5933.929688
	Iteration 62Q: 3 clusters Score -2.032415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 133188 members 
Entering Unmasked Estep 
Score: -20324134.000000 Penalty: 5933.929688
	Iteration 63Q: 3 clusters Score -2.032413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 133196 members 
Entering Unmasked Estep 
Score: -20324132.000000 Penalty: 5933.929688
	Iteration 64Q: 3 clusters Score -2.032413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 133208 members 
Entering Unmasked Estep 
Score: -20324126.000000 Penalty: 5933.929688
	Iteration 65Q: 3 clusters Score -2.032413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 133227 members 
Entering Unmasked Estep 
Score: -20324146.000000 Penalty: 5933.929688
	Iteration 66Q: 3 clusters Score -2.032415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 133243 members 
Entering Unmasked Estep 
Score: -20324140.000000 Penalty: 5933.929688
	Iteration 67Q: 3 clusters Score -2.032414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 133263 members 
Entering Unmasked Estep 
Score: -20324140.000000 Penalty: 5933.929688
	Iteration 68Q: 3 clusters Score -2.032414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 133280 members 
Entering Unmasked Estep 
Score: -20324118.000000 Penalty: 5933.929688
	Iteration 69Q: 3 clusters Score -2.032412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 133291 members 
Entering Unmasked Estep 
Score: -20324118.000000 Penalty: 5933.929688
	Iteration 70Q: 3 clusters Score -2.032412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 133298 members 
Entering Unmasked Estep 
Score: -20324122.000000 Penalty: 5933.929688
	Iteration 71Q: 3 clusters Score -2.032412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 133303 members 
Entering Unmasked Estep 
Score: -20324134.000000 Penalty: 5933.929688
	Iteration 72Q: 3 clusters Score -2.032413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 133305 members 
Entering Unmasked Estep 
Score: -20324140.000000 Penalty: 5933.929688
	Iteration 73Q: 3 clusters Score -2.032414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 133308 members 
Entering Unmasked Estep 
Score: -20324152.000000 Penalty: 5933.929688
	Iteration 74Q: 3 clusters Score -2.032415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 133310 members 
Entering Unmasked Estep 
Score: -20324156.000000 Penalty: 5933.929688
	Iteration 75Q: 3 clusters Score -2.032416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 133312 members 
Entering Unmasked Estep 
Score: -20324146.000000 Penalty: 5933.929688
	Iteration 76Q: 3 clusters Score -2.032415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 133314 members 
Entering Unmasked Estep 
Score: -20324156.000000 Penalty: 5933.929688
	Iteration 77Q: 3 clusters Score -2.032416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 133316 members 
Entering Unmasked Estep 
Score: -20324156.000000 Penalty: 5933.929688
	Iteration 78Q: 3 clusters Score -2.032416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 133317 members 
Entering Unmasked Estep 
Score: -20324158.000000 Penalty: 5933.929688
	Iteration 79Q: 3 clusters Score -2.032416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 133317 members 
Entering Unmasked Estep 
Score: -20324158.000000 Penalty: 5933.929688
	Iteration 80F: 3 clusters Score -2.032416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 29871 members 
Mstep: Class 3 contains 43839 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 23615 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 17875 members 
Mstep: Class 10 contains 286086 members 
Mstep: Class 11 contains 12584 members 
Mstep: Class 12 contains 10090 members 
Mstep: Class 13 contains 3487 members 
Mstep: Class 14 contains 19451 members 
Mstep: Class 15 contains 7917 members 
Mstep: Class 16 contains 5322 members 
Mstep: Class 17 contains 34077 members 
Mstep: Class 18 contains 7853 members 
Mstep: Class 19 contains 6889 members 
Mstep: Class 20 contains 99963 members 
Mstep: Class 21 contains 151617 members 
Mstep: Class 22 contains 45260 members 
Mstep: Class 23 contains 27586 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19944 members 
Mstep: Class 27 contains 105388 members 
Mstep: Class 28 contains 13843 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8086 members 
Mstep: Class 32 contains 80058 members 
Mstep: Class 33 contains 133317 members 
Entering Unmasked Estep 
Score: -157735952.000000 Penalty: 114993.804688
Splitting cluster 5 changes total score from -157736048.000000 to -157735952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -300574.937500 Penalty: 1941.846924
	Iteration 0F: 2 clusters Score -300574.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -297605.250000 Penalty: 3883.693848
	Iteration 0F: 3 clusters Score -297605.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -298225.000000 Penalty: 3883.693848
	Iteration 1F: 3 clusters Score -298225 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -298388.218750 Penalty: 3883.693848
	Iteration 2F: 3 clusters Score -298388.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -298489.937500 Penalty: 3883.693848
	Iteration 3Q: 3 clusters Score -298489.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -298550.093750 Penalty: 3883.693848
	Iteration 4Q: 3 clusters Score -298550.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -298599.375000 Penalty: 3883.693848
	Iteration 5Q: 3 clusters Score -298599.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -298642.906250 Penalty: 3883.693848
	Iteration 6Q: 3 clusters Score -298642.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -298672.125000 Penalty: 3883.693848
	Iteration 7Q: 3 clusters Score -298672.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -298701.125000 Penalty: 3883.693848
	Iteration 8Q: 3 clusters Score -298701.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -298725.593750 Penalty: 3883.693848
	Iteration 9Q: 3 clusters Score -298725.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -298742.687500 Penalty: 3883.693848
	Iteration 10Q: 3 clusters Score -298742.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -298765.750000 Penalty: 3883.693848
	Iteration 11Q: 3 clusters Score -298765.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -298788.656250 Penalty: 3883.693848
	Iteration 12Q: 3 clusters Score -298788.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -298810.250000 Penalty: 3883.693848
	Iteration 13Q: 3 clusters Score -298810.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -298828.968750 Penalty: 3883.693848
	Iteration 14Q: 3 clusters Score -298829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -298842.187500 Penalty: 3883.693848
	Iteration 15Q: 3 clusters Score -298842.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -298852.343750 Penalty: 3883.693848
	Iteration 16Q: 3 clusters Score -298852.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -298864.031250 Penalty: 3883.693848
	Iteration 17Q: 3 clusters Score -298864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -298870.500000 Penalty: 3883.693848
	Iteration 18Q: 3 clusters Score -298870.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -298875.375000 Penalty: 3883.693848
	Iteration 19Q: 3 clusters Score -298875.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -298880.156250 Penalty: 3883.693848
	Iteration 20F: 3 clusters Score -298880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -298885.687500 Penalty: 3883.693848
	Iteration 21Q: 3 clusters Score -298885.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -298892.687500 Penalty: 3883.693848
	Iteration 22Q: 3 clusters Score -298892.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -298899.031250 Penalty: 3883.693848
	Iteration 23Q: 3 clusters Score -298899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -298904.500000 Penalty: 3883.693848
	Iteration 24Q: 3 clusters Score -298904.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -298908.937500 Penalty: 3883.693848
	Iteration 25Q: 3 clusters Score -298908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -298913.062500 Penalty: 3883.693848
	Iteration 26Q: 3 clusters Score -298913.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -298916.750000 Penalty: 3883.693848
	Iteration 27Q: 3 clusters Score -298916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -298918.906250 Penalty: 3883.693848
	Iteration 28Q: 3 clusters Score -298918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -298921.000000 Penalty: 3883.693848
	Iteration 29Q: 3 clusters Score -298921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -298922.531250 Penalty: 3883.693848
	Iteration 30Q: 3 clusters Score -298922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -298923.031250 Penalty: 3883.693848
	Iteration 31Q: 3 clusters Score -298923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -298924.312500 Penalty: 3883.693848
	Iteration 32Q: 3 clusters Score -298924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -298924.906250 Penalty: 3883.693848
	Iteration 33Q: 3 clusters Score -298924.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -298924.906250 Penalty: 3883.693848
	Iteration 34F: 3 clusters Score -298924.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Entering Unmasked Estep 
Score: -551530.250000 Penalty: 2085.306396
	Iteration 0F: 2 clusters Score -551530.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -547351.750000 Penalty: 4170.612793
	Iteration 0F: 3 clusters Score -547351.8 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -548471.125000 Penalty: 4170.612793
	Iteration 1F: 3 clusters Score -548471.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -548858.250000 Penalty: 4170.612793
	Iteration 2F: 3 clusters Score -548858.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -549159.312500 Penalty: 4170.612793
	Iteration 3F: 3 clusters Score -549159.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -549400.562500 Penalty: 4170.612793
	Iteration 4F: 3 clusters Score -549400.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -549595.875000 Penalty: 4170.612793
	Iteration 5F: 3 clusters Score -549595.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -549775.875000 Penalty: 4170.612793
	Iteration 6Q: 3 clusters Score -549775.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -549932.000000 Penalty: 4170.612793
	Iteration 7Q: 3 clusters Score -549932 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -550055.437500 Penalty: 4170.612793
	Iteration 8Q: 3 clusters Score -550055.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -550137.562500 Penalty: 4170.612793
	Iteration 9Q: 3 clusters Score -550137.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -550201.062500 Penalty: 4170.612793
	Iteration 10Q: 3 clusters Score -550201.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -550244.750000 Penalty: 4170.612793
	Iteration 11Q: 3 clusters Score -550244.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -550285.375000 Penalty: 4170.612793
	Iteration 12Q: 3 clusters Score -550285.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -550310.500000 Penalty: 4170.612793
	Iteration 13Q: 3 clusters Score -550310.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -550324.937500 Penalty: 4170.612793
	Iteration 14Q: 3 clusters Score -550324.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -550337.812500 Penalty: 4170.612793
	Iteration 15Q: 3 clusters Score -550337.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -550351.000000 Penalty: 4170.612793
	Iteration 16Q: 3 clusters Score -550351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -550360.750000 Penalty: 4170.612793
	Iteration 17Q: 3 clusters Score -550360.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -550369.937500 Penalty: 4170.612793
	Iteration 18Q: 3 clusters Score -550369.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -550375.625000 Penalty: 4170.612793
	Iteration 19Q: 3 clusters Score -550375.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -550381.625000 Penalty: 4170.612793
	Iteration 20F: 3 clusters Score -550381.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -550384.812500 Penalty: 4170.612793
	Iteration 21Q: 3 clusters Score -550384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -550389.125000 Penalty: 4170.612793
	Iteration 22Q: 3 clusters Score -550389.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -550392.625000 Penalty: 4170.612793
	Iteration 23Q: 3 clusters Score -550392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -550394.125000 Penalty: 4170.612793
	Iteration 24Q: 3 clusters Score -550394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -550396.750000 Penalty: 4170.612793
	Iteration 25Q: 3 clusters Score -550396.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -550400.500000 Penalty: 4170.612793
	Iteration 26Q: 3 clusters Score -550400.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -550405.187500 Penalty: 4170.612793
	Iteration 27Q: 3 clusters Score -550405.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -550407.937500 Penalty: 4170.612793
	Iteration 28Q: 3 clusters Score -550407.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -550414.875000 Penalty: 4170.612793
	Iteration 29Q: 3 clusters Score -550414.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -550420.312500 Penalty: 4170.612793
	Iteration 30Q: 3 clusters Score -550420.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -550423.437500 Penalty: 4170.612793
	Iteration 31Q: 3 clusters Score -550423.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -550427.312500 Penalty: 4170.612793
	Iteration 32Q: 3 clusters Score -550427.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -550429.687500 Penalty: 4170.612793
	Iteration 33Q: 3 clusters Score -550429.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -550432.312500 Penalty: 4170.612793
	Iteration 34Q: 3 clusters Score -550432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -550432.312500 Penalty: 4170.612793
	Iteration 35Q: 3 clusters Score -550432.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -550432.312500 Penalty: 4170.612793
	Iteration 36F: 3 clusters Score -550432.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -703574.125000 Penalty: 2146.104004
	Iteration 0F: 2 clusters Score -703574.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -698622.312500 Penalty: 4292.208008
	Iteration 0F: 3 clusters Score -698622.3 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -699850.937500 Penalty: 4292.208008
	Iteration 1F: 3 clusters Score -699850.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -700081.625000 Penalty: 4292.208008
	Iteration 2F: 3 clusters Score -700081.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -700236.437500 Penalty: 4292.208008
	Iteration 3F: 3 clusters Score -700236.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -700352.312500 Penalty: 4292.208008
	Iteration 4Q: 3 clusters Score -700352.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -700431.562500 Penalty: 4292.208008
	Iteration 5Q: 3 clusters Score -700431.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -700491.312500 Penalty: 4292.208008
	Iteration 6Q: 3 clusters Score -700491.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -700548.687500 Penalty: 4292.208008
	Iteration 7Q: 3 clusters Score -700548.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -700594.687500 Penalty: 4292.208008
	Iteration 8Q: 3 clusters Score -700594.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -700638.250000 Penalty: 4292.208008
	Iteration 9Q: 3 clusters Score -700638.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -700682.687500 Penalty: 4292.208008
	Iteration 10Q: 3 clusters Score -700682.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -700728.437500 Penalty: 4292.208008
	Iteration 11Q: 3 clusters Score -700728.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -700782.875000 Penalty: 4292.208008
	Iteration 12Q: 3 clusters Score -700782.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -700828.875000 Penalty: 4292.208008
	Iteration 13Q: 3 clusters Score -700828.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -700869.250000 Penalty: 4292.208008
	Iteration 14Q: 3 clusters Score -700869.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -700903.625000 Penalty: 4292.208008
	Iteration 15Q: 3 clusters Score -700903.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -700940.500000 Penalty: 4292.208008
	Iteration 16Q: 3 clusters Score -700940.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -700973.437500 Penalty: 4292.208008
	Iteration 17Q: 3 clusters Score -700973.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -701000.000000 Penalty: 4292.208008
	Iteration 18Q: 3 clusters Score -701000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -701019.750000 Penalty: 4292.208008
	Iteration 19Q: 3 clusters Score -701019.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -701047.250000 Penalty: 4292.208008
	Iteration 20F: 3 clusters Score -701047.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -701075.062500 Penalty: 4292.208008
	Iteration 21Q: 3 clusters Score -701075.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -701098.187500 Penalty: 4292.208008
	Iteration 22Q: 3 clusters Score -701098.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -701125.875000 Penalty: 4292.208008
	Iteration 23Q: 3 clusters Score -701125.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -701144.687500 Penalty: 4292.208008
	Iteration 24Q: 3 clusters Score -701144.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -701169.187500 Penalty: 4292.208008
	Iteration 25Q: 3 clusters Score -701169.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -701188.500000 Penalty: 4292.208008
	Iteration 26Q: 3 clusters Score -701188.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -701208.062500 Penalty: 4292.208008
	Iteration 27Q: 3 clusters Score -701208.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -701234.562500 Penalty: 4292.208008
	Iteration 28Q: 3 clusters Score -701234.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -701264.750000 Penalty: 4292.208008
	Iteration 29Q: 3 clusters Score -701264.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -701292.437500 Penalty: 4292.208008
	Iteration 30Q: 3 clusters Score -701292.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -701316.062500 Penalty: 4292.208008
	Iteration 31Q: 3 clusters Score -701316.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -701343.562500 Penalty: 4292.208008
	Iteration 32Q: 3 clusters Score -701343.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -701389.875000 Penalty: 4292.208008
	Iteration 33Q: 3 clusters Score -701389.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -701427.625000 Penalty: 4292.208008
	Iteration 34Q: 3 clusters Score -701427.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -701468.187500 Penalty: 4292.208008
	Iteration 35Q: 3 clusters Score -701468.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -701504.625000 Penalty: 4292.208008
	Iteration 36Q: 3 clusters Score -701504.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -701537.250000 Penalty: 4292.208008
	Iteration 37Q: 3 clusters Score -701537.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -701568.375000 Penalty: 4292.208008
	Iteration 38Q: 3 clusters Score -701568.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -701599.000000 Penalty: 4292.208008
	Iteration 39Q: 3 clusters Score -701599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -701627.125000 Penalty: 4292.208008
	Iteration 40F: 3 clusters Score -701627.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -701654.875000 Penalty: 4292.208008
	Iteration 41Q: 3 clusters Score -701654.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -701690.500000 Penalty: 4292.208008
	Iteration 42Q: 3 clusters Score -701690.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -701719.500000 Penalty: 4292.208008
	Iteration 43Q: 3 clusters Score -701719.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -701748.375000 Penalty: 4292.208008
	Iteration 44Q: 3 clusters Score -701748.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -701784.625000 Penalty: 4292.208008
	Iteration 45Q: 3 clusters Score -701784.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -701819.750000 Penalty: 4292.208008
	Iteration 46Q: 3 clusters Score -701819.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -701841.875000 Penalty: 4292.208008
	Iteration 47Q: 3 clusters Score -701841.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -701863.937500 Penalty: 4292.208008
	Iteration 48Q: 3 clusters Score -701863.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -701884.062500 Penalty: 4292.208008
	Iteration 49Q: 3 clusters Score -701884.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -701912.562500 Penalty: 4292.208008
	Iteration 50Q: 3 clusters Score -701912.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -701934.125000 Penalty: 4292.208008
	Iteration 51Q: 3 clusters Score -701934.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -701950.625000 Penalty: 4292.208008
	Iteration 52Q: 3 clusters Score -701950.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -701966.125000 Penalty: 4292.208008
	Iteration 53Q: 3 clusters Score -701966.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -701972.875000 Penalty: 4292.208008
	Iteration 54Q: 3 clusters Score -701972.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -701986.875000 Penalty: 4292.208008
	Iteration 55Q: 3 clusters Score -701986.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -702009.250000 Penalty: 4292.208008
	Iteration 56Q: 3 clusters Score -702009.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -702028.000000 Penalty: 4292.208008
	Iteration 57Q: 3 clusters Score -702028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -702047.812500 Penalty: 4292.208008
	Iteration 58Q: 3 clusters Score -702047.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -702066.187500 Penalty: 4292.208008
	Iteration 59Q: 3 clusters Score -702066.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -702079.562500 Penalty: 4292.208008
	Iteration 60F: 3 clusters Score -702079.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -702092.062500 Penalty: 4292.208008
	Iteration 61Q: 3 clusters Score -702092.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -702095.937500 Penalty: 4292.208008
	Iteration 62Q: 3 clusters Score -702095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -702100.125000 Penalty: 4292.208008
	Iteration 63Q: 3 clusters Score -702100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -702103.875000 Penalty: 4292.208008
	Iteration 64Q: 3 clusters Score -702103.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -702104.312500 Penalty: 4292.208008
	Iteration 65Q: 3 clusters Score -702104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -702105.562500 Penalty: 4292.208008
	Iteration 66Q: 3 clusters Score -702105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -702106.437500 Penalty: 4292.208008
	Iteration 67Q: 3 clusters Score -702106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -702108.250000 Penalty: 4292.208008
	Iteration 68Q: 3 clusters Score -702108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -702109.437500 Penalty: 4292.208008
	Iteration 69Q: 3 clusters Score -702109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -702110.250000 Penalty: 4292.208008
	Iteration 70Q: 3 clusters Score -702110.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -702110.250000 Penalty: 4292.208008
	Iteration 71F: 3 clusters Score -702110.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Entering Unmasked Estep 
Score: -2205414.000000 Penalty: 2428.207275
	Iteration 0F: 2 clusters Score -2205414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2192740.000000 Penalty: 4856.414551
	Iteration 0F: 3 clusters Score -2192740 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2197174.000000 Penalty: 4856.414551
	Iteration 1F: 3 clusters Score -2197174 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2197787.500000 Penalty: 4856.414551
	Iteration 2F: 3 clusters Score -2197788 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2198341.250000 Penalty: 4856.414551
	Iteration 3F: 3 clusters Score -2198341 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2198887.000000 Penalty: 4856.414551
	Iteration 4F: 3 clusters Score -2198887 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2199399.000000 Penalty: 4856.414551
	Iteration 5F: 3 clusters Score -2199399 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2199912.750000 Penalty: 4856.414551
	Iteration 6F: 3 clusters Score -2199913 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2200355.000000 Penalty: 4856.414551
	Iteration 7Q: 3 clusters Score -2200355 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2200742.000000 Penalty: 4856.414551
	Iteration 8Q: 3 clusters Score -2200742 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2201047.250000 Penalty: 4856.414551
	Iteration 9Q: 3 clusters Score -2201047 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2201319.750000 Penalty: 4856.414551
	Iteration 10Q: 3 clusters Score -2201320 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2201531.750000 Penalty: 4856.414551
	Iteration 11Q: 3 clusters Score -2201532 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2201719.750000 Penalty: 4856.414551
	Iteration 12Q: 3 clusters Score -2201720 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2201889.250000 Penalty: 4856.414551
	Iteration 13Q: 3 clusters Score -2201889 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2202034.000000 Penalty: 4856.414551
	Iteration 14Q: 3 clusters Score -2202034 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2202174.000000 Penalty: 4856.414551
	Iteration 15Q: 3 clusters Score -2202174 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2202290.000000 Penalty: 4856.414551
	Iteration 16Q: 3 clusters Score -2202290 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2202409.500000 Penalty: 4856.414551
	Iteration 17Q: 3 clusters Score -2202410 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2202540.250000 Penalty: 4856.414551
	Iteration 18Q: 3 clusters Score -2202540 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2202679.250000 Penalty: 4856.414551
	Iteration 19Q: 3 clusters Score -2202679 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2202815.000000 Penalty: 4856.414551
	Iteration 20F: 3 clusters Score -2202815 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2202948.500000 Penalty: 4856.414551
	Iteration 21Q: 3 clusters Score -2202948 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2203090.250000 Penalty: 4856.414551
	Iteration 22Q: 3 clusters Score -2203090 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2203207.750000 Penalty: 4856.414551
	Iteration 23Q: 3 clusters Score -2203208 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2203286.500000 Penalty: 4856.414551
	Iteration 24Q: 3 clusters Score -2203286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2203343.000000 Penalty: 4856.414551
	Iteration 25Q: 3 clusters Score -2203343 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2203392.250000 Penalty: 4856.414551
	Iteration 26Q: 3 clusters Score -2203392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2203454.000000 Penalty: 4856.414551
	Iteration 27Q: 3 clusters Score -2203454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2203494.750000 Penalty: 4856.414551
	Iteration 28Q: 3 clusters Score -2203495 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2203523.750000 Penalty: 4856.414551
	Iteration 29Q: 3 clusters Score -2203524 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2203550.500000 Penalty: 4856.414551
	Iteration 30Q: 3 clusters Score -2203550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2203565.750000 Penalty: 4856.414551
	Iteration 31Q: 3 clusters Score -2203566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2203584.500000 Penalty: 4856.414551
	Iteration 32Q: 3 clusters Score -2203584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2203587.750000 Penalty: 4856.414551
	Iteration 33Q: 3 clusters Score -2203588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2203594.000000 Penalty: 4856.414551
	Iteration 34Q: 3 clusters Score -2203594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2203599.000000 Penalty: 4856.414551
	Iteration 35Q: 3 clusters Score -2203599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2203602.500000 Penalty: 4856.414551
	Iteration 36Q: 3 clusters Score -2203602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2203604.000000 Penalty: 4856.414551
	Iteration 37Q: 3 clusters Score -2203604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2203602.750000 Penalty: 4856.414551
	Iteration 38Q: 3 clusters Score -2203603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2203607.750000 Penalty: 4856.414551
	Iteration 39Q: 3 clusters Score -2203608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2203609.250000 Penalty: 4856.414551
	Iteration 40F: 3 clusters Score -2203609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2203609.000000 Penalty: 4856.414551
	Iteration 41Q: 3 clusters Score -2203609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2203614.000000 Penalty: 4856.414551
	Iteration 42Q: 3 clusters Score -2203614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2203612.750000 Penalty: 4856.414551
	Iteration 43Q: 3 clusters Score -2203613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2203619.000000 Penalty: 4856.414551
	Iteration 44Q: 3 clusters Score -2203619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2203618.750000 Penalty: 4856.414551
	Iteration 45Q: 3 clusters Score -2203619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2203617.000000 Penalty: 4856.414551
	Iteration 46Q: 3 clusters Score -2203617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2203620.000000 Penalty: 4856.414551
	Iteration 47Q: 3 clusters Score -2203620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2203619.000000 Penalty: 4856.414551
	Iteration 48Q: 3 clusters Score -2203619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2203619.250000 Penalty: 4856.414551
	Iteration 49Q: 3 clusters Score -2203619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2203619.250000 Penalty: 4856.414551
	Iteration 50F: 3 clusters Score -2203619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (286086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286086 members 
Entering Unmasked Estep 
Score: -36907656.000000 Penalty: 3115.883789
	Iteration 0F: 2 clusters Score -3.690766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143343 members 
Mstep: Class 2 contains 142743 members 
Entering Unmasked Estep 
Score: -36736848.000000 Penalty: 6231.767578
	Iteration 0F: 3 clusters Score -3.673685e+07 nChanged 138099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148236 members 
Mstep: Class 2 contains 137850 members 
Entering Unmasked Estep 
Score: -36818068.000000 Penalty: 6231.767578
	Iteration 1F: 3 clusters Score -3.681807e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151306 members 
Mstep: Class 2 contains 134780 members 
Entering Unmasked Estep 
Score: -36819776.000000 Penalty: 6231.767578
	Iteration 2Q: 3 clusters Score -3.681978e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156106 members 
Mstep: Class 2 contains 129980 members 
Entering Unmasked Estep 
Score: -36821740.000000 Penalty: 6231.767578
	Iteration 3Q: 3 clusters Score -3.682174e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163284 members 
Mstep: Class 2 contains 122802 members 
Entering Unmasked Estep 
Score: -36825108.000000 Penalty: 6231.767578
	Iteration 4Q: 3 clusters Score -3.682511e+07 nChanged 13733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173919 members 
Mstep: Class 2 contains 112167 members 
Entering Unmasked Estep 
Score: -36831016.000000 Penalty: 6231.767578
	Iteration 5Q: 3 clusters Score -3.683102e+07 nChanged 17311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187998 members 
Mstep: Class 2 contains 98088 members 
Entering Unmasked Estep 
Score: -36840184.000000 Penalty: 6231.767578
	Iteration 6F: 3 clusters Score -3.684018e+07 nChanged 18862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203102 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -36851256.000000 Penalty: 6231.767578
	Iteration 7F: 3 clusters Score -3.685126e+07 nChanged 18131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216125 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -36864012.000000 Penalty: 6231.767578
	Iteration 8F: 3 clusters Score -3.686401e+07 nChanged 15098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224991 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -36874528.000000 Penalty: 6231.767578
	Iteration 9F: 3 clusters Score -3.687453e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230050 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -36881056.000000 Penalty: 6231.767578
	Iteration 10Q: 3 clusters Score -3.688106e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232888 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -36884092.000000 Penalty: 6231.767578
	Iteration 11Q: 3 clusters Score -3.688409e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234921 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -36885284.000000 Penalty: 6231.767578
	Iteration 12Q: 3 clusters Score -3.688528e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236928 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -36886024.000000 Penalty: 6231.767578
	Iteration 13Q: 3 clusters Score -3.688602e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238989 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -36886436.000000 Penalty: 6231.767578
	Iteration 14Q: 3 clusters Score -3.688644e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241117 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -36887004.000000 Penalty: 6231.767578
	Iteration 15Q: 3 clusters Score -3.6887e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243294 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -36887568.000000 Penalty: 6231.767578
	Iteration 16Q: 3 clusters Score -3.688757e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245502 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -36887880.000000 Penalty: 6231.767578
	Iteration 17Q: 3 clusters Score -3.688788e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247715 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -36888248.000000 Penalty: 6231.767578
	Iteration 18Q: 3 clusters Score -3.688825e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249899 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -36888732.000000 Penalty: 6231.767578
	Iteration 19Q: 3 clusters Score -3.688873e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252176 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -36889244.000000 Penalty: 6231.767578
	Iteration 20F: 3 clusters Score -3.688924e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254512 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -36889764.000000 Penalty: 6231.767578
	Iteration 21Q: 3 clusters Score -3.688976e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256980 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -36890336.000000 Penalty: 6231.767578
	Iteration 22Q: 3 clusters Score -3.689034e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259510 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -36891084.000000 Penalty: 6231.767578
	Iteration 23Q: 3 clusters Score -3.689108e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261946 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -36891888.000000 Penalty: 6231.767578
	Iteration 24Q: 3 clusters Score -3.689189e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264326 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -36892784.000000 Penalty: 6231.767578
	Iteration 25Q: 3 clusters Score -3.689278e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266553 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -36893608.000000 Penalty: 6231.767578
	Iteration 26Q: 3 clusters Score -3.689361e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268699 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -36894360.000000 Penalty: 6231.767578
	Iteration 27Q: 3 clusters Score -3.689436e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270719 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -36895220.000000 Penalty: 6231.767578
	Iteration 28Q: 3 clusters Score -3.689522e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272632 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -36896124.000000 Penalty: 6231.767578
	Iteration 29Q: 3 clusters Score -3.689612e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274395 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -36897060.000000 Penalty: 6231.767578
	Iteration 30Q: 3 clusters Score -3.689706e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276049 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -36897784.000000 Penalty: 6231.767578
	Iteration 31Q: 3 clusters Score -3.689778e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277556 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -36898772.000000 Penalty: 6231.767578
	Iteration 32Q: 3 clusters Score -3.689877e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278871 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -36899668.000000 Penalty: 6231.767578
	Iteration 33Q: 3 clusters Score -3.689967e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279982 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -36900428.000000 Penalty: 6231.767578
	Iteration 34Q: 3 clusters Score -3.690043e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280982 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -36901124.000000 Penalty: 6231.767578
	Iteration 35Q: 3 clusters Score -3.690112e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281819 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -36901720.000000 Penalty: 6231.767578
	Iteration 36Q: 3 clusters Score -3.690172e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282552 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -36902360.000000 Penalty: 6231.767578
	Iteration 37Q: 3 clusters Score -3.690236e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283099 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -36902792.000000 Penalty: 6231.767578
	Iteration 38Q: 3 clusters Score -3.690279e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283555 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -36903148.000000 Penalty: 6231.767578
	Iteration 39Q: 3 clusters Score -3.690315e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283909 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -36903436.000000 Penalty: 6231.767578
	Iteration 40F: 3 clusters Score -3.690344e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284160 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -36903752.000000 Penalty: 6231.767578
	Iteration 41Q: 3 clusters Score -3.690375e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284375 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -36903852.000000 Penalty: 6231.767578
	Iteration 42Q: 3 clusters Score -3.690385e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284528 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -36904008.000000 Penalty: 6231.767578
	Iteration 43Q: 3 clusters Score -3.690401e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284645 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -36904128.000000 Penalty: 6231.767578
	Iteration 44Q: 3 clusters Score -3.690413e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284752 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -36904260.000000 Penalty: 6231.767578
	Iteration 45Q: 3 clusters Score -3.690426e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284828 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -36904300.000000 Penalty: 6231.767578
	Iteration 46Q: 3 clusters Score -3.69043e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284897 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -36904368.000000 Penalty: 6231.767578
	Iteration 47Q: 3 clusters Score -3.690437e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284958 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -36904400.000000 Penalty: 6231.767578
	Iteration 48Q: 3 clusters Score -3.69044e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284997 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -36904464.000000 Penalty: 6231.767578
	Iteration 49Q: 3 clusters Score -3.690446e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285030 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -36904484.000000 Penalty: 6231.767578
	Iteration 50Q: 3 clusters Score -3.690448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285058 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -36904520.000000 Penalty: 6231.767578
	Iteration 51Q: 3 clusters Score -3.690452e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285083 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -36904552.000000 Penalty: 6231.767578
	Iteration 52Q: 3 clusters Score -3.690455e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285104 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -36904612.000000 Penalty: 6231.767578
	Iteration 53Q: 3 clusters Score -3.690461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285117 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -36904636.000000 Penalty: 6231.767578
	Iteration 54Q: 3 clusters Score -3.690464e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285136 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -36904636.000000 Penalty: 6231.767578
	Iteration 55Q: 3 clusters Score -3.690464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285156 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -36904668.000000 Penalty: 6231.767578
	Iteration 56Q: 3 clusters Score -3.690467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285169 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -36904680.000000 Penalty: 6231.767578
	Iteration 57Q: 3 clusters Score -3.690468e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285191 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -36904712.000000 Penalty: 6231.767578
	Iteration 58Q: 3 clusters Score -3.690471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285202 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -36904684.000000 Penalty: 6231.767578
	Iteration 59Q: 3 clusters Score -3.690468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285218 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -36904732.000000 Penalty: 6231.767578
	Iteration 60F: 3 clusters Score -3.690473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285226 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -36904724.000000 Penalty: 6231.767578
	Iteration 61Q: 3 clusters Score -3.690472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285230 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -36904724.000000 Penalty: 6231.767578
	Iteration 62Q: 3 clusters Score -3.690472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285233 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -36904724.000000 Penalty: 6231.767578
	Iteration 63Q: 3 clusters Score -3.690472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285235 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -36904732.000000 Penalty: 6231.767578
	Iteration 64Q: 3 clusters Score -3.690473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285239 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -36904760.000000 Penalty: 6231.767578
	Iteration 65Q: 3 clusters Score -3.690476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285241 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -36904764.000000 Penalty: 6231.767578
	Iteration 66Q: 3 clusters Score -3.690476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285243 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -36904760.000000 Penalty: 6231.767578
	Iteration 67Q: 3 clusters Score -3.690476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285247 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -36904760.000000 Penalty: 6231.767578
	Iteration 68Q: 3 clusters Score -3.690476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285251 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -36904752.000000 Penalty: 6231.767578
	Iteration 69Q: 3 clusters Score -3.690475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285252 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -36904748.000000 Penalty: 6231.767578
	Iteration 70Q: 3 clusters Score -3.690475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285254 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -36904740.000000 Penalty: 6231.767578
	Iteration 71Q: 3 clusters Score -3.690474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285256 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -36904732.000000 Penalty: 6231.767578
	Iteration 72Q: 3 clusters Score -3.690473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285257 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -36904744.000000 Penalty: 6231.767578
	Iteration 73Q: 3 clusters Score -3.690474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285259 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -36904760.000000 Penalty: 6231.767578
	Iteration 74Q: 3 clusters Score -3.690476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285258 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -36904772.000000 Penalty: 6231.767578
	Iteration 75Q: 3 clusters Score -3.690477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285258 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -36904772.000000 Penalty: 6231.767578
	Iteration 76F: 3 clusters Score -3.690477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Entering Unmasked Estep 
Score: -1515175.750000 Penalty: 2341.165039
	Iteration 0F: 2 clusters Score -1515176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1505825.875000 Penalty: 4682.330078
	Iteration 0F: 3 clusters Score -1505826 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1508815.000000 Penalty: 4682.330078
	Iteration 1F: 3 clusters Score -1508815 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1509216.500000 Penalty: 4682.330078
	Iteration 2F: 3 clusters Score -1509216 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1509494.875000 Penalty: 4682.330078
	Iteration 3F: 3 clusters Score -1509495 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1509744.125000 Penalty: 4682.330078
	Iteration 4Q: 3 clusters Score -1509744 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1509993.250000 Penalty: 4682.330078
	Iteration 5Q: 3 clusters Score -1509993 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1510233.625000 Penalty: 4682.330078
	Iteration 6Q: 3 clusters Score -1510234 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1510471.500000 Penalty: 4682.330078
	Iteration 7Q: 3 clusters Score -1510472 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1510700.375000 Penalty: 4682.330078
	Iteration 8Q: 3 clusters Score -1510700 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1510956.000000 Penalty: 4682.330078
	Iteration 9Q: 3 clusters Score -1510956 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1511226.500000 Penalty: 4682.330078
	Iteration 10Q: 3 clusters Score -1511226 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1511606.875000 Penalty: 4682.330078
	Iteration 11Q: 3 clusters Score -1511607 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1512003.000000 Penalty: 4682.330078
	Iteration 12Q: 3 clusters Score -1512003 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1512437.125000 Penalty: 4682.330078
	Iteration 13Q: 3 clusters Score -1512437 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1512922.125000 Penalty: 4682.330078
	Iteration 14Q: 3 clusters Score -1512922 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1513366.000000 Penalty: 4682.330078
	Iteration 15Q: 3 clusters Score -1513366 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1513666.375000 Penalty: 4682.330078
	Iteration 16Q: 3 clusters Score -1513666 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1513852.625000 Penalty: 4682.330078
	Iteration 17Q: 3 clusters Score -1513853 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1513936.250000 Penalty: 4682.330078
	Iteration 18Q: 3 clusters Score -1513936 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1513991.125000 Penalty: 4682.330078
	Iteration 19Q: 3 clusters Score -1513991 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1514025.250000 Penalty: 4682.330078
	Iteration 20F: 3 clusters Score -1514025 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1514038.750000 Penalty: 4682.330078
	Iteration 21Q: 3 clusters Score -1514039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1514049.125000 Penalty: 4682.330078
	Iteration 22Q: 3 clusters Score -1514049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1514058.125000 Penalty: 4682.330078
	Iteration 23Q: 3 clusters Score -1514058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1514061.625000 Penalty: 4682.330078
	Iteration 24Q: 3 clusters Score -1514062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1514064.125000 Penalty: 4682.330078
	Iteration 25Q: 3 clusters Score -1514064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1514065.000000 Penalty: 4682.330078
	Iteration 26Q: 3 clusters Score -1514065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1514067.125000 Penalty: 4682.330078
	Iteration 27Q: 3 clusters Score -1514067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1514069.250000 Penalty: 4682.330078
	Iteration 28Q: 3 clusters Score -1514069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1514067.625000 Penalty: 4682.330078
	Iteration 29Q: 3 clusters Score -1514068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1514070.000000 Penalty: 4682.330078
	Iteration 30Q: 3 clusters Score -1514070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1514068.375000 Penalty: 4682.330078
	Iteration 31Q: 3 clusters Score -1514068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1514068.375000 Penalty: 4682.330078
	Iteration 32F: 3 clusters Score -1514068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Entering Unmasked Estep 
Score: -1213947.875000 Penalty: 2286.386475
	Iteration 0F: 2 clusters Score -1213948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1206251.875000 Penalty: 4572.772949
	Iteration 0F: 3 clusters Score -1206252 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1208619.625000 Penalty: 4572.772949
	Iteration 1F: 3 clusters Score -1208620 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1209182.625000 Penalty: 4572.772949
	Iteration 2F: 3 clusters Score -1209183 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1209746.125000 Penalty: 4572.772949
	Iteration 3F: 3 clusters Score -1209746 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1210361.125000 Penalty: 4572.772949
	Iteration 4F: 3 clusters Score -1210361 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1210960.125000 Penalty: 4572.772949
	Iteration 5F: 3 clusters Score -1210960 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1211429.000000 Penalty: 4572.772949
	Iteration 6F: 3 clusters Score -1211429 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1211846.125000 Penalty: 4572.772949
	Iteration 7F: 3 clusters Score -1211846 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1212166.375000 Penalty: 4572.772949
	Iteration 8Q: 3 clusters Score -1212166 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1212417.625000 Penalty: 4572.772949
	Iteration 9Q: 3 clusters Score -1212418 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1212606.000000 Penalty: 4572.772949
	Iteration 10Q: 3 clusters Score -1212606 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1212760.625000 Penalty: 4572.772949
	Iteration 11Q: 3 clusters Score -1212761 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1212888.000000 Penalty: 4572.772949
	Iteration 12Q: 3 clusters Score -1212888 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1212967.250000 Penalty: 4572.772949
	Iteration 13Q: 3 clusters Score -1212967 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1213031.125000 Penalty: 4572.772949
	Iteration 14Q: 3 clusters Score -1213031 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1213092.500000 Penalty: 4572.772949
	Iteration 15Q: 3 clusters Score -1213092 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1213145.375000 Penalty: 4572.772949
	Iteration 16Q: 3 clusters Score -1213145 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1213190.125000 Penalty: 4572.772949
	Iteration 17Q: 3 clusters Score -1213190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1213255.000000 Penalty: 4572.772949
	Iteration 18Q: 3 clusters Score -1213255 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1213307.750000 Penalty: 4572.772949
	Iteration 19Q: 3 clusters Score -1213308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1213344.875000 Penalty: 4572.772949
	Iteration 20F: 3 clusters Score -1213345 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1213371.625000 Penalty: 4572.772949
	Iteration 21Q: 3 clusters Score -1213372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1213382.500000 Penalty: 4572.772949
	Iteration 22Q: 3 clusters Score -1213382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1213397.750000 Penalty: 4572.772949
	Iteration 23Q: 3 clusters Score -1213398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1213405.625000 Penalty: 4572.772949
	Iteration 24Q: 3 clusters Score -1213406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1213417.250000 Penalty: 4572.772949
	Iteration 25Q: 3 clusters Score -1213417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1213425.750000 Penalty: 4572.772949
	Iteration 26Q: 3 clusters Score -1213426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1213435.375000 Penalty: 4572.772949
	Iteration 27Q: 3 clusters Score -1213435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1213447.750000 Penalty: 4572.772949
	Iteration 28Q: 3 clusters Score -1213448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1213453.000000 Penalty: 4572.772949
	Iteration 29Q: 3 clusters Score -1213453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1213454.500000 Penalty: 4572.772949
	Iteration 30Q: 3 clusters Score -1213454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1213456.625000 Penalty: 4572.772949
	Iteration 31Q: 3 clusters Score -1213457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1213456.250000 Penalty: 4572.772949
	Iteration 32Q: 3 clusters Score -1213456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1213457.125000 Penalty: 4572.772949
	Iteration 33Q: 3 clusters Score -1213457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1213460.875000 Penalty: 4572.772949
	Iteration 34Q: 3 clusters Score -1213461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1213461.250000 Penalty: 4572.772949
	Iteration 35Q: 3 clusters Score -1213461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1213461.375000 Penalty: 4572.772949
	Iteration 36Q: 3 clusters Score -1213461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1213464.375000 Penalty: 4572.772949
	Iteration 37Q: 3 clusters Score -1213464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1213463.500000 Penalty: 4572.772949
	Iteration 38Q: 3 clusters Score -1213464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1213466.500000 Penalty: 4572.772949
	Iteration 39Q: 3 clusters Score -1213466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1213468.500000 Penalty: 4572.772949
	Iteration 40F: 3 clusters Score -1213468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1213467.625000 Penalty: 4572.772949
	Iteration 41Q: 3 clusters Score -1213468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1213466.750000 Penalty: 4572.772949
	Iteration 42Q: 3 clusters Score -1213467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1213468.500000 Penalty: 4572.772949
	Iteration 43Q: 3 clusters Score -1213468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1213471.125000 Penalty: 4572.772949
	Iteration 44Q: 3 clusters Score -1213471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1213472.125000 Penalty: 4572.772949
	Iteration 45Q: 3 clusters Score -1213472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1213470.125000 Penalty: 4572.772949
	Iteration 46Q: 3 clusters Score -1213470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1213470.625000 Penalty: 4572.772949
	Iteration 47Q: 3 clusters Score -1213471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1213472.125000 Penalty: 4572.772949
	Iteration 48Q: 3 clusters Score -1213472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1213473.000000 Penalty: 4572.772949
	Iteration 49Q: 3 clusters Score -1213473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1213473.625000 Penalty: 4572.772949
	Iteration 50Q: 3 clusters Score -1213474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1213473.000000 Penalty: 4572.772949
	Iteration 51Q: 3 clusters Score -1213473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1213473.000000 Penalty: 4572.772949
	Iteration 52F: 3 clusters Score -1213473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -377175.062500 Penalty: 2022.885742
	Iteration 0F: 2 clusters Score -377175.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -373702.093750 Penalty: 4045.771484
	Iteration 0F: 3 clusters Score -373702.1 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -374878.000000 Penalty: 4045.771484
	Iteration 1F: 3 clusters Score -374878 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -375366.343750 Penalty: 4045.771484
	Iteration 2F: 3 clusters Score -375366.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -375776.156250 Penalty: 4045.771484
	Iteration 3F: 3 clusters Score -375776.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -376037.343750 Penalty: 4045.771484
	Iteration 4F: 3 clusters Score -376037.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -376215.718750 Penalty: 4045.771484
	Iteration 5Q: 3 clusters Score -376215.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -376334.468750 Penalty: 4045.771484
	Iteration 6Q: 3 clusters Score -376334.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -376404.656250 Penalty: 4045.771484
	Iteration 7Q: 3 clusters Score -376404.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -376452.750000 Penalty: 4045.771484
	Iteration 8Q: 3 clusters Score -376452.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -376471.375000 Penalty: 4045.771484
	Iteration 9Q: 3 clusters Score -376471.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -376485.531250 Penalty: 4045.771484
	Iteration 10Q: 3 clusters Score -376485.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -376501.250000 Penalty: 4045.771484
	Iteration 11Q: 3 clusters Score -376501.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -376513.718750 Penalty: 4045.771484
	Iteration 12Q: 3 clusters Score -376513.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -376522.781250 Penalty: 4045.771484
	Iteration 13Q: 3 clusters Score -376522.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -376526.656250 Penalty: 4045.771484
	Iteration 14Q: 3 clusters Score -376526.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -376528.531250 Penalty: 4045.771484
	Iteration 15Q: 3 clusters Score -376528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -376530.625000 Penalty: 4045.771484
	Iteration 16Q: 3 clusters Score -376530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -376531.468750 Penalty: 4045.771484
	Iteration 17Q: 3 clusters Score -376531.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -376532.375000 Penalty: 4045.771484
	Iteration 18Q: 3 clusters Score -376532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -376533.000000 Penalty: 4045.771484
	Iteration 19Q: 3 clusters Score -376533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -376533.125000 Penalty: 4045.771484
	Iteration 20F: 3 clusters Score -376533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -376533.843750 Penalty: 4045.771484
	Iteration 21Q: 3 clusters Score -376533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -376535.656250 Penalty: 4045.771484
	Iteration 22Q: 3 clusters Score -376535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -376536.687500 Penalty: 4045.771484
	Iteration 23Q: 3 clusters Score -376536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -376537.000000 Penalty: 4045.771484
	Iteration 24Q: 3 clusters Score -376537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -376536.968750 Penalty: 4045.771484
	Iteration 25Q: 3 clusters Score -376537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -376537.625000 Penalty: 4045.771484
	Iteration 26Q: 3 clusters Score -376537.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -376537.625000 Penalty: 4045.771484
	Iteration 27F: 3 clusters Score -376537.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Entering Unmasked Estep 
Score: -2506533.500000 Penalty: 2449.162354
	Iteration 0F: 2 clusters Score -2506534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2492745.750000 Penalty: 4898.324707
	Iteration 0F: 3 clusters Score -2492746 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2497348.250000 Penalty: 4898.324707
	Iteration 1F: 3 clusters Score -2497348 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2497731.000000 Penalty: 4898.324707
	Iteration 2F: 3 clusters Score -2497731 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2498054.000000 Penalty: 4898.324707
	Iteration 3Q: 3 clusters Score -2498054 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2498394.000000 Penalty: 4898.324707
	Iteration 4Q: 3 clusters Score -2498394 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2498771.500000 Penalty: 4898.324707
	Iteration 5Q: 3 clusters Score -2498772 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2499248.000000 Penalty: 4898.324707
	Iteration 6Q: 3 clusters Score -2499248 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2499852.250000 Penalty: 4898.324707
	Iteration 7Q: 3 clusters Score -2499852 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2500492.000000 Penalty: 4898.324707
	Iteration 8F: 3 clusters Score -2500492 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2501181.250000 Penalty: 4898.324707
	Iteration 9F: 3 clusters Score -2501181 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2501771.000000 Penalty: 4898.324707
	Iteration 10F: 3 clusters Score -2501771 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2502321.000000 Penalty: 4898.324707
	Iteration 11Q: 3 clusters Score -2502321 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2502875.000000 Penalty: 4898.324707
	Iteration 12Q: 3 clusters Score -2502875 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2503472.500000 Penalty: 4898.324707
	Iteration 13Q: 3 clusters Score -2503472 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2503924.500000 Penalty: 4898.324707
	Iteration 14Q: 3 clusters Score -2503924 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2504177.750000 Penalty: 4898.324707
	Iteration 15Q: 3 clusters Score -2504178 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2504344.250000 Penalty: 4898.324707
	Iteration 16Q: 3 clusters Score -2504344 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2504465.750000 Penalty: 4898.324707
	Iteration 17Q: 3 clusters Score -2504466 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2504548.000000 Penalty: 4898.324707
	Iteration 18Q: 3 clusters Score -2504548 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2504585.000000 Penalty: 4898.324707
	Iteration 19Q: 3 clusters Score -2504585 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2504603.000000 Penalty: 4898.324707
	Iteration 20F: 3 clusters Score -2504603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2504631.000000 Penalty: 4898.324707
	Iteration 21Q: 3 clusters Score -2504631 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2504640.750000 Penalty: 4898.324707
	Iteration 22Q: 3 clusters Score -2504641 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2504651.500000 Penalty: 4898.324707
	Iteration 23Q: 3 clusters Score -2504652 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2504658.750000 Penalty: 4898.324707
	Iteration 24Q: 3 clusters Score -2504659 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2504673.250000 Penalty: 4898.324707
	Iteration 25Q: 3 clusters Score -2504673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2504681.250000 Penalty: 4898.324707
	Iteration 26Q: 3 clusters Score -2504681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2504684.250000 Penalty: 4898.324707
	Iteration 27Q: 3 clusters Score -2504684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2504691.750000 Penalty: 4898.324707
	Iteration 28Q: 3 clusters Score -2504692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2504700.500000 Penalty: 4898.324707
	Iteration 29Q: 3 clusters Score -2504700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2504716.250000 Penalty: 4898.324707
	Iteration 30Q: 3 clusters Score -2504716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2504723.000000 Penalty: 4898.324707
	Iteration 31Q: 3 clusters Score -2504723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2504719.250000 Penalty: 4898.324707
	Iteration 32Q: 3 clusters Score -2504719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2504727.250000 Penalty: 4898.324707
	Iteration 33Q: 3 clusters Score -2504727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2504731.750000 Penalty: 4898.324707
	Iteration 34Q: 3 clusters Score -2504732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2504738.250000 Penalty: 4898.324707
	Iteration 35Q: 3 clusters Score -2504738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2504743.250000 Penalty: 4898.324707
	Iteration 36Q: 3 clusters Score -2504743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2504751.250000 Penalty: 4898.324707
	Iteration 37Q: 3 clusters Score -2504751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2504759.250000 Penalty: 4898.324707
	Iteration 38Q: 3 clusters Score -2504759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2504767.500000 Penalty: 4898.324707
	Iteration 39Q: 3 clusters Score -2504768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2504775.500000 Penalty: 4898.324707
	Iteration 40F: 3 clusters Score -2504776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2504774.500000 Penalty: 4898.324707
	Iteration 41Q: 3 clusters Score -2504774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2504777.750000 Penalty: 4898.324707
	Iteration 42Q: 3 clusters Score -2504778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2504780.000000 Penalty: 4898.324707
	Iteration 43Q: 3 clusters Score -2504780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2504779.750000 Penalty: 4898.324707
	Iteration 44Q: 3 clusters Score -2504780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2504778.500000 Penalty: 4898.324707
	Iteration 45Q: 3 clusters Score -2504778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2504777.500000 Penalty: 4898.324707
	Iteration 46Q: 3 clusters Score -2504778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2504782.000000 Penalty: 4898.324707
	Iteration 47Q: 3 clusters Score -2504782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2504782.500000 Penalty: 4898.324707
	Iteration 48Q: 3 clusters Score -2504782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2504784.750000 Penalty: 4898.324707
	Iteration 49Q: 3 clusters Score -2504785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2504783.250000 Penalty: 4898.324707
	Iteration 50Q: 3 clusters Score -2504783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2504782.000000 Penalty: 4898.324707
	Iteration 51Q: 3 clusters Score -2504782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2504789.000000 Penalty: 4898.324707
	Iteration 52Q: 3 clusters Score -2504789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2504788.750000 Penalty: 4898.324707
	Iteration 53Q: 3 clusters Score -2504789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2504790.750000 Penalty: 4898.324707
	Iteration 54Q: 3 clusters Score -2504791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2504790.750000 Penalty: 4898.324707
	Iteration 55Q: 3 clusters Score -2504791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2504793.250000 Penalty: 4898.324707
	Iteration 56Q: 3 clusters Score -2504793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2504795.000000 Penalty: 4898.324707
	Iteration 57Q: 3 clusters Score -2504795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2504793.500000 Penalty: 4898.324707
	Iteration 58Q: 3 clusters Score -2504794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2504795.000000 Penalty: 4898.324707
	Iteration 59Q: 3 clusters Score -2504795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2504794.000000 Penalty: 4898.324707
	Iteration 60F: 3 clusters Score -2504794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2504795.250000 Penalty: 4898.324707
	Iteration 61Q: 3 clusters Score -2504795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2504797.750000 Penalty: 4898.324707
	Iteration 62Q: 3 clusters Score -2504798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2504795.750000 Penalty: 4898.324707
	Iteration 63Q: 3 clusters Score -2504796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2504793.000000 Penalty: 4898.324707
	Iteration 64Q: 3 clusters Score -2504793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2504791.500000 Penalty: 4898.324707
	Iteration 65Q: 3 clusters Score -2504792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2504792.750000 Penalty: 4898.324707
	Iteration 66Q: 3 clusters Score -2504793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2504791.500000 Penalty: 4898.324707
	Iteration 67Q: 3 clusters Score -2504792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2504789.750000 Penalty: 4898.324707
	Iteration 68Q: 3 clusters Score -2504790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2504794.250000 Penalty: 4898.324707
	Iteration 69Q: 3 clusters Score -2504794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2504793.000000 Penalty: 4898.324707
	Iteration 70Q: 3 clusters Score -2504793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2504792.000000 Penalty: 4898.324707
	Iteration 71Q: 3 clusters Score -2504792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2504795.000000 Penalty: 4898.324707
	Iteration 72Q: 3 clusters Score -2504795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2504796.500000 Penalty: 4898.324707
	Iteration 73Q: 3 clusters Score -2504796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2504795.750000 Penalty: 4898.324707
	Iteration 74Q: 3 clusters Score -2504796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2504797.750000 Penalty: 4898.324707
	Iteration 75Q: 3 clusters Score -2504798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2504798.250000 Penalty: 4898.324707
	Iteration 76Q: 3 clusters Score -2504798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2504794.500000 Penalty: 4898.324707
	Iteration 77Q: 3 clusters Score -2504794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2504796.500000 Penalty: 4898.324707
	Iteration 78Q: 3 clusters Score -2504796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2504799.000000 Penalty: 4898.324707
	Iteration 79Q: 3 clusters Score -2504799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2504799.000000 Penalty: 4898.324707
	Iteration 80F: 3 clusters Score -2504799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Entering Unmasked Estep 
Score: -951607.562500 Penalty: 2226.238281
	Iteration 0F: 2 clusters Score -951607.6 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 3917 members 
Entering Unmasked Estep 
Score: -945259.062500 Penalty: 4452.476562
	Iteration 0F: 3 clusters Score -945259.1 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -947039.375000 Penalty: 4452.476562
	Iteration 1F: 3 clusters Score -947039.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -947391.812500 Penalty: 4452.476562
	Iteration 2F: 3 clusters Score -947391.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -947708.937500 Penalty: 4452.476562
	Iteration 3F: 3 clusters Score -947708.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -947996.500000 Penalty: 4452.476562
	Iteration 4F: 3 clusters Score -947996.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -948305.062500 Penalty: 4452.476562
	Iteration 5F: 3 clusters Score -948305.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -948655.500000 Penalty: 4452.476562
	Iteration 6F: 3 clusters Score -948655.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -949063.625000 Penalty: 4452.476562
	Iteration 7F: 3 clusters Score -949063.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -949456.437500 Penalty: 4452.476562
	Iteration 8F: 3 clusters Score -949456.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -949754.375000 Penalty: 4452.476562
	Iteration 9Q: 3 clusters Score -949754.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -949973.125000 Penalty: 4452.476562
	Iteration 10Q: 3 clusters Score -949973.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -950114.625000 Penalty: 4452.476562
	Iteration 11Q: 3 clusters Score -950114.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -950204.937500 Penalty: 4452.476562
	Iteration 12Q: 3 clusters Score -950204.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -950253.437500 Penalty: 4452.476562
	Iteration 13Q: 3 clusters Score -950253.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -950294.250000 Penalty: 4452.476562
	Iteration 14Q: 3 clusters Score -950294.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -950329.437500 Penalty: 4452.476562
	Iteration 15Q: 3 clusters Score -950329.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -950358.375000 Penalty: 4452.476562
	Iteration 16Q: 3 clusters Score -950358.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -950390.437500 Penalty: 4452.476562
	Iteration 17Q: 3 clusters Score -950390.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -950411.375000 Penalty: 4452.476562
	Iteration 18Q: 3 clusters Score -950411.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -950426.312500 Penalty: 4452.476562
	Iteration 19Q: 3 clusters Score -950426.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -950440.750000 Penalty: 4452.476562
	Iteration 20F: 3 clusters Score -950440.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -950457.937500 Penalty: 4452.476562
	Iteration 21Q: 3 clusters Score -950457.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -950471.375000 Penalty: 4452.476562
	Iteration 22Q: 3 clusters Score -950471.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -950486.562500 Penalty: 4452.476562
	Iteration 23Q: 3 clusters Score -950486.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -950495.625000 Penalty: 4452.476562
	Iteration 24Q: 3 clusters Score -950495.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -950503.562500 Penalty: 4452.476562
	Iteration 25Q: 3 clusters Score -950503.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -950508.750000 Penalty: 4452.476562
	Iteration 26Q: 3 clusters Score -950508.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -950513.875000 Penalty: 4452.476562
	Iteration 27Q: 3 clusters Score -950513.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -950516.625000 Penalty: 4452.476562
	Iteration 28Q: 3 clusters Score -950516.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -950518.062500 Penalty: 4452.476562
	Iteration 29Q: 3 clusters Score -950518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -950519.437500 Penalty: 4452.476562
	Iteration 30Q: 3 clusters Score -950519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -950521.687500 Penalty: 4452.476562
	Iteration 31Q: 3 clusters Score -950521.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -950522.187500 Penalty: 4452.476562
	Iteration 32Q: 3 clusters Score -950522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -950526.187500 Penalty: 4452.476562
	Iteration 33Q: 3 clusters Score -950526.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -950527.250000 Penalty: 4452.476562
	Iteration 34Q: 3 clusters Score -950527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -950528.500000 Penalty: 4452.476562
	Iteration 35Q: 3 clusters Score -950528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -950531.500000 Penalty: 4452.476562
	Iteration 36Q: 3 clusters Score -950531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -950532.187500 Penalty: 4452.476562
	Iteration 37Q: 3 clusters Score -950532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -950535.500000 Penalty: 4452.476562
	Iteration 38Q: 3 clusters Score -950535.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -950535.062500 Penalty: 4452.476562
	Iteration 39Q: 3 clusters Score -950535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -950535.062500 Penalty: 4452.476562
	Iteration 40F: 3 clusters Score -950535.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Entering Unmasked Estep 
Score: -611521.437500 Penalty: 2127.741943
	Iteration 0F: 2 clusters Score -611521.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -606839.312500 Penalty: 4255.483887
	Iteration 0F: 3 clusters Score -606839.3 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -608279.937500 Penalty: 4255.483887
	Iteration 1F: 3 clusters Score -608279.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -608720.250000 Penalty: 4255.483887
	Iteration 2F: 3 clusters Score -608720.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -609042.562500 Penalty: 4255.483887
	Iteration 3F: 3 clusters Score -609042.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -609315.000000 Penalty: 4255.483887
	Iteration 4F: 3 clusters Score -609315 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -609553.125000 Penalty: 4255.483887
	Iteration 5Q: 3 clusters Score -609553.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -609749.562500 Penalty: 4255.483887
	Iteration 6Q: 3 clusters Score -609749.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -609891.187500 Penalty: 4255.483887
	Iteration 7Q: 3 clusters Score -609891.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -609971.062500 Penalty: 4255.483887
	Iteration 8Q: 3 clusters Score -609971.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -610013.875000 Penalty: 4255.483887
	Iteration 9Q: 3 clusters Score -610013.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -610048.250000 Penalty: 4255.483887
	Iteration 10Q: 3 clusters Score -610048.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -610067.687500 Penalty: 4255.483887
	Iteration 11Q: 3 clusters Score -610067.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -610089.750000 Penalty: 4255.483887
	Iteration 12Q: 3 clusters Score -610089.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -610105.000000 Penalty: 4255.483887
	Iteration 13Q: 3 clusters Score -610105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -610117.875000 Penalty: 4255.483887
	Iteration 14Q: 3 clusters Score -610117.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -610125.812500 Penalty: 4255.483887
	Iteration 15Q: 3 clusters Score -610125.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -610130.437500 Penalty: 4255.483887
	Iteration 16Q: 3 clusters Score -610130.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -610137.625000 Penalty: 4255.483887
	Iteration 17Q: 3 clusters Score -610137.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -610141.062500 Penalty: 4255.483887
	Iteration 18Q: 3 clusters Score -610141.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -610147.000000 Penalty: 4255.483887
	Iteration 19Q: 3 clusters Score -610147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -610149.562500 Penalty: 4255.483887
	Iteration 20F: 3 clusters Score -610149.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -610153.375000 Penalty: 4255.483887
	Iteration 21Q: 3 clusters Score -610153.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -610157.500000 Penalty: 4255.483887
	Iteration 22Q: 3 clusters Score -610157.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -610162.312500 Penalty: 4255.483887
	Iteration 23Q: 3 clusters Score -610162.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -610168.812500 Penalty: 4255.483887
	Iteration 24Q: 3 clusters Score -610168.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -610171.625000 Penalty: 4255.483887
	Iteration 25Q: 3 clusters Score -610171.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -610176.375000 Penalty: 4255.483887
	Iteration 26Q: 3 clusters Score -610176.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -610176.250000 Penalty: 4255.483887
	Iteration 27Q: 3 clusters Score -610176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -610177.312500 Penalty: 4255.483887
	Iteration 28Q: 3 clusters Score -610177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -610177.312500 Penalty: 4255.483887
	Iteration 29F: 3 clusters Score -610177.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Entering Unmasked Estep 
Score: -4283532.000000 Penalty: 2588.221680
	Iteration 0F: 2 clusters Score -4283532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -4260382.000000 Penalty: 5176.443359
	Iteration 0F: 3 clusters Score -4260382 nChanged 15517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4268995.000000 Penalty: 5176.443359
	Iteration 1F: 3 clusters Score -4268995 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4269902.500000 Penalty: 5176.443359
	Iteration 2F: 3 clusters Score -4269902 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -4270970.000000 Penalty: 5176.443359
	Iteration 3F: 3 clusters Score -4270970 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4272178.000000 Penalty: 5176.443359
	Iteration 4F: 3 clusters Score -4272178 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4273355.000000 Penalty: 5176.443359
	Iteration 5F: 3 clusters Score -4273355 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4274441.000000 Penalty: 5176.443359
	Iteration 6F: 3 clusters Score -4274441 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -4275416.000000 Penalty: 5176.443359
	Iteration 7F: 3 clusters Score -4275416 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -4276246.500000 Penalty: 5176.443359
	Iteration 8Q: 3 clusters Score -4276246 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -4277104.500000 Penalty: 5176.443359
	Iteration 9Q: 3 clusters Score -4277104 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -4278006.000000 Penalty: 5176.443359
	Iteration 10Q: 3 clusters Score -4278006 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -4278942.500000 Penalty: 5176.443359
	Iteration 11Q: 3 clusters Score -4278942 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -4279724.000000 Penalty: 5176.443359
	Iteration 12Q: 3 clusters Score -4279724 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -4280454.000000 Penalty: 5176.443359
	Iteration 13Q: 3 clusters Score -4280454 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -4281032.000000 Penalty: 5176.443359
	Iteration 14Q: 3 clusters Score -4281032 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -4281504.000000 Penalty: 5176.443359
	Iteration 15Q: 3 clusters Score -4281504 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -4281813.000000 Penalty: 5176.443359
	Iteration 16Q: 3 clusters Score -4281813 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -4281983.000000 Penalty: 5176.443359
	Iteration 17Q: 3 clusters Score -4281983 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4282106.500000 Penalty: 5176.443359
	Iteration 18Q: 3 clusters Score -4282106 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -4282193.500000 Penalty: 5176.443359
	Iteration 19Q: 3 clusters Score -4282194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4282244.500000 Penalty: 5176.443359
	Iteration 20F: 3 clusters Score -4282244 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -4282300.500000 Penalty: 5176.443359
	Iteration 21Q: 3 clusters Score -4282300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -4282333.500000 Penalty: 5176.443359
	Iteration 22Q: 3 clusters Score -4282334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4282361.500000 Penalty: 5176.443359
	Iteration 23Q: 3 clusters Score -4282362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4282384.000000 Penalty: 5176.443359
	Iteration 24Q: 3 clusters Score -4282384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4282400.500000 Penalty: 5176.443359
	Iteration 25Q: 3 clusters Score -4282400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4282414.500000 Penalty: 5176.443359
	Iteration 26Q: 3 clusters Score -4282414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -4282440.500000 Penalty: 5176.443359
	Iteration 27Q: 3 clusters Score -4282440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4282452.500000 Penalty: 5176.443359
	Iteration 28Q: 3 clusters Score -4282452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -4282462.500000 Penalty: 5176.443359
	Iteration 29Q: 3 clusters Score -4282462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -4282476.500000 Penalty: 5176.443359
	Iteration 30Q: 3 clusters Score -4282476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -4282482.500000 Penalty: 5176.443359
	Iteration 31Q: 3 clusters Score -4282482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4282486.000000 Penalty: 5176.443359
	Iteration 32Q: 3 clusters Score -4282486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4282491.000000 Penalty: 5176.443359
	Iteration 33Q: 3 clusters Score -4282491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -4282487.000000 Penalty: 5176.443359
	Iteration 34Q: 3 clusters Score -4282487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4282491.000000 Penalty: 5176.443359
	Iteration 35Q: 3 clusters Score -4282491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4282499.500000 Penalty: 5176.443359
	Iteration 36Q: 3 clusters Score -4282500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4282501.500000 Penalty: 5176.443359
	Iteration 37Q: 3 clusters Score -4282502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4282504.000000 Penalty: 5176.443359
	Iteration 38Q: 3 clusters Score -4282504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -4282506.000000 Penalty: 5176.443359
	Iteration 39Q: 3 clusters Score -4282506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4282505.500000 Penalty: 5176.443359
	Iteration 40F: 3 clusters Score -4282506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -4282506.000000 Penalty: 5176.443359
	Iteration 41Q: 3 clusters Score -4282506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -4282508.500000 Penalty: 5176.443359
	Iteration 42Q: 3 clusters Score -4282508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4282503.500000 Penalty: 5176.443359
	Iteration 43Q: 3 clusters Score -4282504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -4282507.500000 Penalty: 5176.443359
	Iteration 44Q: 3 clusters Score -4282508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4282511.000000 Penalty: 5176.443359
	Iteration 45Q: 3 clusters Score -4282511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4282518.500000 Penalty: 5176.443359
	Iteration 46Q: 3 clusters Score -4282518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -4282519.000000 Penalty: 5176.443359
	Iteration 47Q: 3 clusters Score -4282519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4282522.500000 Penalty: 5176.443359
	Iteration 48Q: 3 clusters Score -4282522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -4282528.000000 Penalty: 5176.443359
	Iteration 49Q: 3 clusters Score -4282528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -4282526.500000 Penalty: 5176.443359
	Iteration 50Q: 3 clusters Score -4282526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4282528.000000 Penalty: 5176.443359
	Iteration 51Q: 3 clusters Score -4282528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4282532.500000 Penalty: 5176.443359
	Iteration 52Q: 3 clusters Score -4282532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4282536.500000 Penalty: 5176.443359
	Iteration 53Q: 3 clusters Score -4282536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4282545.500000 Penalty: 5176.443359
	Iteration 54Q: 3 clusters Score -4282546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4282550.500000 Penalty: 5176.443359
	Iteration 55Q: 3 clusters Score -4282550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4282550.000000 Penalty: 5176.443359
	Iteration 56Q: 3 clusters Score -4282550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4282550.500000 Penalty: 5176.443359
	Iteration 57Q: 3 clusters Score -4282550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4282550.500000 Penalty: 5176.443359
	Iteration 58Q: 3 clusters Score -4282550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4282549.500000 Penalty: 5176.443359
	Iteration 59Q: 3 clusters Score -4282550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -4282551.500000 Penalty: 5176.443359
	Iteration 60F: 3 clusters Score -4282552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -4282551.500000 Penalty: 5176.443359
	Iteration 61Q: 3 clusters Score -4282552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4282553.000000 Penalty: 5176.443359
	Iteration 62Q: 3 clusters Score -4282553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4282553.500000 Penalty: 5176.443359
	Iteration 63Q: 3 clusters Score -4282554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4282552.500000 Penalty: 5176.443359
	Iteration 64Q: 3 clusters Score -4282552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4282551.500000 Penalty: 5176.443359
	Iteration 65Q: 3 clusters Score -4282552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4282552.000000 Penalty: 5176.443359
	Iteration 66Q: 3 clusters Score -4282552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4282553.000000 Penalty: 5176.443359
	Iteration 67Q: 3 clusters Score -4282553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4282556.500000 Penalty: 5176.443359
	Iteration 68Q: 3 clusters Score -4282556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -4282558.500000 Penalty: 5176.443359
	Iteration 69Q: 3 clusters Score -4282558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4282562.500000 Penalty: 5176.443359
	Iteration 70Q: 3 clusters Score -4282562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4282563.500000 Penalty: 5176.443359
	Iteration 71Q: 3 clusters Score -4282564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -4282570.500000 Penalty: 5176.443359
	Iteration 72Q: 3 clusters Score -4282570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -4282573.500000 Penalty: 5176.443359
	Iteration 73Q: 3 clusters Score -4282574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4282584.000000 Penalty: 5176.443359
	Iteration 74Q: 3 clusters Score -4282584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4282600.000000 Penalty: 5176.443359
	Iteration 75Q: 3 clusters Score -4282600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -4282622.000000 Penalty: 5176.443359
	Iteration 76Q: 3 clusters Score -4282622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -4282669.000000 Penalty: 5176.443359
	Iteration 77Q: 3 clusters Score -4282669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -4282762.500000 Penalty: 5176.443359
	Iteration 78Q: 3 clusters Score -4282762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -4282835.000000 Penalty: 5176.443359
	Iteration 79Q: 3 clusters Score -4282835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -4282862.500000 Penalty: 5176.443359
	Iteration 80F: 3 clusters Score -4282862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -4282882.500000 Penalty: 5176.443359
	Iteration 81Q: 3 clusters Score -4282882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4282899.500000 Penalty: 5176.443359
	Iteration 82Q: 3 clusters Score -4282900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -4282913.500000 Penalty: 5176.443359
	Iteration 83Q: 3 clusters Score -4282914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4282921.500000 Penalty: 5176.443359
	Iteration 84Q: 3 clusters Score -4282922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4282925.000000 Penalty: 5176.443359
	Iteration 85Q: 3 clusters Score -4282925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4282926.000000 Penalty: 5176.443359
	Iteration 86Q: 3 clusters Score -4282926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -4282925.000000 Penalty: 5176.443359
	Iteration 87Q: 3 clusters Score -4282925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4282929.500000 Penalty: 5176.443359
	Iteration 88Q: 3 clusters Score -4282930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4282929.500000 Penalty: 5176.443359
	Iteration 89Q: 3 clusters Score -4282930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4282929.500000 Penalty: 5176.443359
	Iteration 90F: 3 clusters Score -4282930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Entering Unmasked Estep 
Score: -994381.500000 Penalty: 2224.225342
	Iteration 0F: 2 clusters Score -994381.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -988034.250000 Penalty: 4448.450684
	Iteration 0F: 3 clusters Score -988034.2 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -989772.500000 Penalty: 4448.450684
	Iteration 1F: 3 clusters Score -989772.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -990160.937500 Penalty: 4448.450684
	Iteration 2F: 3 clusters Score -990160.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -990441.062500 Penalty: 4448.450684
	Iteration 3F: 3 clusters Score -990441.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -990695.687500 Penalty: 4448.450684
	Iteration 4F: 3 clusters Score -990695.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -990906.812500 Penalty: 4448.450684
	Iteration 5Q: 3 clusters Score -990906.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -991105.812500 Penalty: 4448.450684
	Iteration 6Q: 3 clusters Score -991105.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -991274.562500 Penalty: 4448.450684
	Iteration 7Q: 3 clusters Score -991274.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -991425.375000 Penalty: 4448.450684
	Iteration 8Q: 3 clusters Score -991425.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -991551.250000 Penalty: 4448.450684
	Iteration 9Q: 3 clusters Score -991551.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -991636.125000 Penalty: 4448.450684
	Iteration 10Q: 3 clusters Score -991636.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -991686.500000 Penalty: 4448.450684
	Iteration 11Q: 3 clusters Score -991686.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -991721.125000 Penalty: 4448.450684
	Iteration 12Q: 3 clusters Score -991721.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -991745.562500 Penalty: 4448.450684
	Iteration 13Q: 3 clusters Score -991745.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -991772.875000 Penalty: 4448.450684
	Iteration 14Q: 3 clusters Score -991772.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -991791.187500 Penalty: 4448.450684
	Iteration 15Q: 3 clusters Score -991791.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -991809.312500 Penalty: 4448.450684
	Iteration 16Q: 3 clusters Score -991809.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -991823.937500 Penalty: 4448.450684
	Iteration 17Q: 3 clusters Score -991823.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -991833.125000 Penalty: 4448.450684
	Iteration 18Q: 3 clusters Score -991833.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -991841.875000 Penalty: 4448.450684
	Iteration 19Q: 3 clusters Score -991841.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -991849.625000 Penalty: 4448.450684
	Iteration 20F: 3 clusters Score -991849.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -991854.875000 Penalty: 4448.450684
	Iteration 21Q: 3 clusters Score -991854.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -991864.187500 Penalty: 4448.450684
	Iteration 22Q: 3 clusters Score -991864.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -991870.875000 Penalty: 4448.450684
	Iteration 23Q: 3 clusters Score -991870.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -991875.437500 Penalty: 4448.450684
	Iteration 24Q: 3 clusters Score -991875.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -991877.687500 Penalty: 4448.450684
	Iteration 25Q: 3 clusters Score -991877.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -991883.937500 Penalty: 4448.450684
	Iteration 26Q: 3 clusters Score -991883.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -991887.000000 Penalty: 4448.450684
	Iteration 27Q: 3 clusters Score -991887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -991889.250000 Penalty: 4448.450684
	Iteration 28Q: 3 clusters Score -991889.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -991888.562500 Penalty: 4448.450684
	Iteration 29Q: 3 clusters Score -991888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -991890.187500 Penalty: 4448.450684
	Iteration 30Q: 3 clusters Score -991890.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -991890.687500 Penalty: 4448.450684
	Iteration 31Q: 3 clusters Score -991890.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -991891.875000 Penalty: 4448.450684
	Iteration 32Q: 3 clusters Score -991891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -991892.437500 Penalty: 4448.450684
	Iteration 33Q: 3 clusters Score -991892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -991892.437500 Penalty: 4448.450684
	Iteration 34F: 3 clusters Score -991892.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Entering Unmasked Estep 
Score: -813300.312500 Penalty: 2191.744873
	Iteration 0F: 2 clusters Score -813300.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -807553.750000 Penalty: 4383.489746
	Iteration 0F: 3 clusters Score -807553.8 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -809093.437500 Penalty: 4383.489746
	Iteration 1F: 3 clusters Score -809093.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -809390.375000 Penalty: 4383.489746
	Iteration 2F: 3 clusters Score -809390.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -809604.750000 Penalty: 4383.489746
	Iteration 3F: 3 clusters Score -809604.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -809782.062500 Penalty: 4383.489746
	Iteration 4Q: 3 clusters Score -809782.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -809971.375000 Penalty: 4383.489746
	Iteration 5Q: 3 clusters Score -809971.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -810151.937500 Penalty: 4383.489746
	Iteration 6Q: 3 clusters Score -810151.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -810337.687500 Penalty: 4383.489746
	Iteration 7Q: 3 clusters Score -810337.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -810539.375000 Penalty: 4383.489746
	Iteration 8Q: 3 clusters Score -810539.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -810712.937500 Penalty: 4383.489746
	Iteration 9Q: 3 clusters Score -810712.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -810877.562500 Penalty: 4383.489746
	Iteration 10Q: 3 clusters Score -810877.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -811013.937500 Penalty: 4383.489746
	Iteration 11Q: 3 clusters Score -811013.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -811133.687500 Penalty: 4383.489746
	Iteration 12Q: 3 clusters Score -811133.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -811226.875000 Penalty: 4383.489746
	Iteration 13Q: 3 clusters Score -811226.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -811296.875000 Penalty: 4383.489746
	Iteration 14Q: 3 clusters Score -811296.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -811348.625000 Penalty: 4383.489746
	Iteration 15Q: 3 clusters Score -811348.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -811392.687500 Penalty: 4383.489746
	Iteration 16Q: 3 clusters Score -811392.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -811425.625000 Penalty: 4383.489746
	Iteration 17Q: 3 clusters Score -811425.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -811453.500000 Penalty: 4383.489746
	Iteration 18Q: 3 clusters Score -811453.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -811475.812500 Penalty: 4383.489746
	Iteration 19Q: 3 clusters Score -811475.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -811496.375000 Penalty: 4383.489746
	Iteration 20F: 3 clusters Score -811496.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -811512.187500 Penalty: 4383.489746
	Iteration 21Q: 3 clusters Score -811512.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -811524.812500 Penalty: 4383.489746
	Iteration 22Q: 3 clusters Score -811524.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -811533.437500 Penalty: 4383.489746
	Iteration 23Q: 3 clusters Score -811533.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -811539.125000 Penalty: 4383.489746
	Iteration 24Q: 3 clusters Score -811539.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -811544.375000 Penalty: 4383.489746
	Iteration 25Q: 3 clusters Score -811544.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -811549.375000 Penalty: 4383.489746
	Iteration 26Q: 3 clusters Score -811549.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -811554.062500 Penalty: 4383.489746
	Iteration 27Q: 3 clusters Score -811554.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -811557.687500 Penalty: 4383.489746
	Iteration 28Q: 3 clusters Score -811557.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -811558.500000 Penalty: 4383.489746
	Iteration 29Q: 3 clusters Score -811558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -811559.250000 Penalty: 4383.489746
	Iteration 30Q: 3 clusters Score -811559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -811560.375000 Penalty: 4383.489746
	Iteration 31Q: 3 clusters Score -811560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -811560.687500 Penalty: 4383.489746
	Iteration 32Q: 3 clusters Score -811560.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -811564.062500 Penalty: 4383.489746
	Iteration 33Q: 3 clusters Score -811564.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -811567.250000 Penalty: 4383.489746
	Iteration 34Q: 3 clusters Score -811567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -811568.750000 Penalty: 4383.489746
	Iteration 35Q: 3 clusters Score -811568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -811569.437500 Penalty: 4383.489746
	Iteration 36Q: 3 clusters Score -811569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -811569.937500 Penalty: 4383.489746
	Iteration 37Q: 3 clusters Score -811569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -811571.937500 Penalty: 4383.489746
	Iteration 38Q: 3 clusters Score -811571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -811572.875000 Penalty: 4383.489746
	Iteration 39Q: 3 clusters Score -811572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -811572.625000 Penalty: 4383.489746
	Iteration 40F: 3 clusters Score -811572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -811574.312500 Penalty: 4383.489746
	Iteration 41Q: 3 clusters Score -811574.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -811575.500000 Penalty: 4383.489746
	Iteration 42Q: 3 clusters Score -811575.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -811576.750000 Penalty: 4383.489746
	Iteration 43Q: 3 clusters Score -811576.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -811582.500000 Penalty: 4383.489746
	Iteration 44Q: 3 clusters Score -811582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -811582.312500 Penalty: 4383.489746
	Iteration 45Q: 3 clusters Score -811582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -811583.187500 Penalty: 4383.489746
	Iteration 46Q: 3 clusters Score -811583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -811581.937500 Penalty: 4383.489746
	Iteration 47Q: 3 clusters Score -811581.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -811582.375000 Penalty: 4383.489746
	Iteration 48Q: 3 clusters Score -811582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -811583.687500 Penalty: 4383.489746
	Iteration 49Q: 3 clusters Score -811583.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -811584.375000 Penalty: 4383.489746
	Iteration 50Q: 3 clusters Score -811584.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -811588.000000 Penalty: 4383.489746
	Iteration 51Q: 3 clusters Score -811588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -811590.375000 Penalty: 4383.489746
	Iteration 52Q: 3 clusters Score -811590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -811594.312500 Penalty: 4383.489746
	Iteration 53Q: 3 clusters Score -811594.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -811593.375000 Penalty: 4383.489746
	Iteration 54Q: 3 clusters Score -811593.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -811594.062500 Penalty: 4383.489746
	Iteration 55Q: 3 clusters Score -811594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -811594.750000 Penalty: 4383.489746
	Iteration 56Q: 3 clusters Score -811594.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -811595.687500 Penalty: 4383.489746
	Iteration 57Q: 3 clusters Score -811595.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -811597.875000 Penalty: 4383.489746
	Iteration 58Q: 3 clusters Score -811597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -811597.437500 Penalty: 4383.489746
	Iteration 59Q: 3 clusters Score -811597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -811599.062500 Penalty: 4383.489746
	Iteration 60F: 3 clusters Score -811599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -811599.812500 Penalty: 4383.489746
	Iteration 61Q: 3 clusters Score -811599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -811601.187500 Penalty: 4383.489746
	Iteration 62Q: 3 clusters Score -811601.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -811607.250000 Penalty: 4383.489746
	Iteration 63Q: 3 clusters Score -811607.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -811612.812500 Penalty: 4383.489746
	Iteration 64Q: 3 clusters Score -811612.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -811623.125000 Penalty: 4383.489746
	Iteration 65Q: 3 clusters Score -811623.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -811635.000000 Penalty: 4383.489746
	Iteration 66Q: 3 clusters Score -811635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -811651.062500 Penalty: 4383.489746
	Iteration 67Q: 3 clusters Score -811651.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -811671.687500 Penalty: 4383.489746
	Iteration 68Q: 3 clusters Score -811671.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -811685.750000 Penalty: 4383.489746
	Iteration 69Q: 3 clusters Score -811685.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -811699.375000 Penalty: 4383.489746
	Iteration 70Q: 3 clusters Score -811699.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -811709.187500 Penalty: 4383.489746
	Iteration 71Q: 3 clusters Score -811709.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -811715.875000 Penalty: 4383.489746
	Iteration 72Q: 3 clusters Score -811715.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -811724.375000 Penalty: 4383.489746
	Iteration 73Q: 3 clusters Score -811724.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -811728.812500 Penalty: 4383.489746
	Iteration 74Q: 3 clusters Score -811728.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -811731.000000 Penalty: 4383.489746
	Iteration 75Q: 3 clusters Score -811731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -811734.250000 Penalty: 4383.489746
	Iteration 76Q: 3 clusters Score -811734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -811733.312500 Penalty: 4383.489746
	Iteration 77Q: 3 clusters Score -811733.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -811737.750000 Penalty: 4383.489746
	Iteration 78Q: 3 clusters Score -811737.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -811740.125000 Penalty: 4383.489746
	Iteration 79Q: 3 clusters Score -811740.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -811739.750000 Penalty: 4383.489746
	Iteration 80F: 3 clusters Score -811739.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -811741.000000 Penalty: 4383.489746
	Iteration 81Q: 3 clusters Score -811741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -811741.562500 Penalty: 4383.489746
	Iteration 82Q: 3 clusters Score -811741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -811743.000000 Penalty: 4383.489746
	Iteration 83Q: 3 clusters Score -811743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -811744.875000 Penalty: 4383.489746
	Iteration 84Q: 3 clusters Score -811744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -811745.562500 Penalty: 4383.489746
	Iteration 85Q: 3 clusters Score -811745.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -811750.312500 Penalty: 4383.489746
	Iteration 86Q: 3 clusters Score -811750.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -811753.062500 Penalty: 4383.489746
	Iteration 87Q: 3 clusters Score -811753.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -811756.750000 Penalty: 4383.489746
	Iteration 88Q: 3 clusters Score -811756.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -811762.687500 Penalty: 4383.489746
	Iteration 89Q: 3 clusters Score -811762.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -811765.812500 Penalty: 4383.489746
	Iteration 90Q: 3 clusters Score -811765.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -811770.437500 Penalty: 4383.489746
	Iteration 91Q: 3 clusters Score -811770.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -811772.875000 Penalty: 4383.489746
	Iteration 92Q: 3 clusters Score -811772.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -811774.687500 Penalty: 4383.489746
	Iteration 93Q: 3 clusters Score -811774.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -811777.812500 Penalty: 4383.489746
	Iteration 94Q: 3 clusters Score -811777.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -811782.000000 Penalty: 4383.489746
	Iteration 95Q: 3 clusters Score -811782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -811787.062500 Penalty: 4383.489746
	Iteration 96Q: 3 clusters Score -811787.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -811789.875000 Penalty: 4383.489746
	Iteration 97Q: 3 clusters Score -811789.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -811790.750000 Penalty: 4383.489746
	Iteration 98Q: 3 clusters Score -811790.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -811791.687500 Penalty: 4383.489746
	Iteration 99Q: 3 clusters Score -811791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -811793.187500 Penalty: 4383.489746
	Iteration 100F: 3 clusters Score -811793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -811792.812500 Penalty: 4383.489746
	Iteration 101Q: 3 clusters Score -811792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -811792.875000 Penalty: 4383.489746
	Iteration 102Q: 3 clusters Score -811792.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -811792.875000 Penalty: 4383.489746
	Iteration 103F: 3 clusters Score -811792.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Entering Unmasked Estep 
Score: -12608521.000000 Penalty: 2855.113770
	Iteration 0F: 2 clusters Score -1.260852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -12541572.000000 Penalty: 5710.227539
	Iteration 0F: 3 clusters Score -1.254157e+07 nChanged 47377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -12568764.000000 Penalty: 5710.227539
	Iteration 1F: 3 clusters Score -1.256876e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -12569856.000000 Penalty: 5710.227539
	Iteration 2Q: 3 clusters Score -1.256986e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -12571474.000000 Penalty: 5710.227539
	Iteration 3Q: 3 clusters Score -1.257147e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -12574302.000000 Penalty: 5710.227539
	Iteration 4F: 3 clusters Score -1.25743e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -12578789.000000 Penalty: 5710.227539
	Iteration 5F: 3 clusters Score -1.257879e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74164 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -12584648.000000 Penalty: 5710.227539
	Iteration 6F: 3 clusters Score -1.258465e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -12590862.000000 Penalty: 5710.227539
	Iteration 7F: 3 clusters Score -1.259086e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87973 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -12596731.000000 Penalty: 5710.227539
	Iteration 8F: 3 clusters Score -1.259673e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -12601158.000000 Penalty: 5710.227539
	Iteration 9Q: 3 clusters Score -1.260116e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95348 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -12603682.000000 Penalty: 5710.227539
	Iteration 10Q: 3 clusters Score -1.260368e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -12605034.000000 Penalty: 5710.227539
	Iteration 11Q: 3 clusters Score -1.260503e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97278 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -12605680.000000 Penalty: 5710.227539
	Iteration 12Q: 3 clusters Score -1.260568e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -12606034.000000 Penalty: 5710.227539
	Iteration 13Q: 3 clusters Score -1.260603e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97781 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -12606187.000000 Penalty: 5710.227539
	Iteration 14Q: 3 clusters Score -1.260619e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97923 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -12606297.000000 Penalty: 5710.227539
	Iteration 15Q: 3 clusters Score -1.26063e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -12606365.000000 Penalty: 5710.227539
	Iteration 16Q: 3 clusters Score -1.260636e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98096 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -12606395.000000 Penalty: 5710.227539
	Iteration 17Q: 3 clusters Score -1.26064e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98158 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -12606415.000000 Penalty: 5710.227539
	Iteration 18Q: 3 clusters Score -1.260642e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -12606443.000000 Penalty: 5710.227539
	Iteration 19Q: 3 clusters Score -1.260644e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98233 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12606464.000000 Penalty: 5710.227539
	Iteration 20F: 3 clusters Score -1.260646e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98263 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -12606474.000000 Penalty: 5710.227539
	Iteration 21Q: 3 clusters Score -1.260647e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -12606482.000000 Penalty: 5710.227539
	Iteration 22Q: 3 clusters Score -1.260648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98298 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12606498.000000 Penalty: 5710.227539
	Iteration 23Q: 3 clusters Score -1.26065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -12606497.000000 Penalty: 5710.227539
	Iteration 24Q: 3 clusters Score -1.26065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -12606500.000000 Penalty: 5710.227539
	Iteration 25Q: 3 clusters Score -1.26065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98321 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -12606503.000000 Penalty: 5710.227539
	Iteration 26Q: 3 clusters Score -1.26065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98325 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -12606499.000000 Penalty: 5710.227539
	Iteration 27Q: 3 clusters Score -1.26065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98326 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12606495.000000 Penalty: 5710.227539
	Iteration 28Q: 3 clusters Score -1.26065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98331 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -12606509.000000 Penalty: 5710.227539
	Iteration 29Q: 3 clusters Score -1.260651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12606511.000000 Penalty: 5710.227539
	Iteration 30Q: 3 clusters Score -1.260651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98342 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -12606517.000000 Penalty: 5710.227539
	Iteration 31Q: 3 clusters Score -1.260652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98347 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -12606516.000000 Penalty: 5710.227539
	Iteration 32Q: 3 clusters Score -1.260652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98350 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -12606522.000000 Penalty: 5710.227539
	Iteration 33Q: 3 clusters Score -1.260652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -12606515.000000 Penalty: 5710.227539
	Iteration 34Q: 3 clusters Score -1.260652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98355 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -12606515.000000 Penalty: 5710.227539
	Iteration 35Q: 3 clusters Score -1.260652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -12606522.000000 Penalty: 5710.227539
	Iteration 36Q: 3 clusters Score -1.260652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98362 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -12606508.000000 Penalty: 5710.227539
	Iteration 37Q: 3 clusters Score -1.260651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -12606517.000000 Penalty: 5710.227539
	Iteration 38Q: 3 clusters Score -1.260652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98370 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -12606522.000000 Penalty: 5710.227539
	Iteration 39Q: 3 clusters Score -1.260652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98373 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -12606528.000000 Penalty: 5710.227539
	Iteration 40F: 3 clusters Score -1.260653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -12606518.000000 Penalty: 5710.227539
	Iteration 41Q: 3 clusters Score -1.260652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -12606513.000000 Penalty: 5710.227539
	Iteration 42Q: 3 clusters Score -1.260651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -12606514.000000 Penalty: 5710.227539
	Iteration 43Q: 3 clusters Score -1.260651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -12606514.000000 Penalty: 5710.227539
	Iteration 44F: 3 clusters Score -1.260651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (151617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151617 members 
Entering Unmasked Estep 
Score: -19291574.000000 Penalty: 2958.419922
	Iteration 0F: 2 clusters Score -1.929157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 75890 members 
Entering Unmasked Estep 
Score: -19193154.000000 Penalty: 5916.839844
	Iteration 0F: 3 clusters Score -1.919315e+07 nChanged 72550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -19236548.000000 Penalty: 5916.839844
	Iteration 1F: 3 clusters Score -1.923655e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -19238736.000000 Penalty: 5916.839844
	Iteration 2Q: 3 clusters Score -1.923874e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 84977 members 
Entering Unmasked Estep 
Score: -19242164.000000 Penalty: 5916.839844
	Iteration 3F: 3 clusters Score -1.924216e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -19246924.000000 Penalty: 5916.839844
	Iteration 4F: 3 clusters Score -1.924692e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 96698 members 
Entering Unmasked Estep 
Score: -19252744.000000 Penalty: 5916.839844
	Iteration 5F: 3 clusters Score -1.925274e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 104248 members 
Entering Unmasked Estep 
Score: -19258776.000000 Penalty: 5916.839844
	Iteration 6F: 3 clusters Score -1.925878e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 112184 members 
Entering Unmasked Estep 
Score: -19264722.000000 Penalty: 5916.839844
	Iteration 7F: 3 clusters Score -1.926472e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 119910 members 
Entering Unmasked Estep 
Score: -19269752.000000 Penalty: 5916.839844
	Iteration 8F: 3 clusters Score -1.926975e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 127207 members 
Entering Unmasked Estep 
Score: -19274002.000000 Penalty: 5916.839844
	Iteration 9F: 3 clusters Score -1.9274e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 133746 members 
Entering Unmasked Estep 
Score: -19277944.000000 Penalty: 5916.839844
	Iteration 10Q: 3 clusters Score -1.927794e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 139276 members 
Entering Unmasked Estep 
Score: -19281602.000000 Penalty: 5916.839844
	Iteration 11Q: 3 clusters Score -1.92816e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 143605 members 
Entering Unmasked Estep 
Score: -19284370.000000 Penalty: 5916.839844
	Iteration 12Q: 3 clusters Score -1.928437e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 146646 members 
Entering Unmasked Estep 
Score: -19286412.000000 Penalty: 5916.839844
	Iteration 13Q: 3 clusters Score -1.928641e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 148567 members 
Entering Unmasked Estep 
Score: -19287560.000000 Penalty: 5916.839844
	Iteration 14Q: 3 clusters Score -1.928756e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -19288182.000000 Penalty: 5916.839844
	Iteration 15Q: 3 clusters Score -1.928818e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 150257 members 
Entering Unmasked Estep 
Score: -19288534.000000 Penalty: 5916.839844
	Iteration 16Q: 3 clusters Score -1.928853e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 150568 members 
Entering Unmasked Estep 
Score: -19288806.000000 Penalty: 5916.839844
	Iteration 17Q: 3 clusters Score -1.928881e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 150722 members 
Entering Unmasked Estep 
Score: -19288860.000000 Penalty: 5916.839844
	Iteration 18Q: 3 clusters Score -1.928886e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 150827 members 
Entering Unmasked Estep 
Score: -19288928.000000 Penalty: 5916.839844
	Iteration 19Q: 3 clusters Score -1.928893e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 150885 members 
Entering Unmasked Estep 
Score: -19288958.000000 Penalty: 5916.839844
	Iteration 20F: 3 clusters Score -1.928896e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 150935 members 
Entering Unmasked Estep 
Score: -19288988.000000 Penalty: 5916.839844
	Iteration 21Q: 3 clusters Score -1.928899e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 150962 members 
Entering Unmasked Estep 
Score: -19289026.000000 Penalty: 5916.839844
	Iteration 22Q: 3 clusters Score -1.928903e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 150976 members 
Entering Unmasked Estep 
Score: -19289054.000000 Penalty: 5916.839844
	Iteration 23Q: 3 clusters Score -1.928905e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 150994 members 
Entering Unmasked Estep 
Score: -19289056.000000 Penalty: 5916.839844
	Iteration 24Q: 3 clusters Score -1.928906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 151001 members 
Entering Unmasked Estep 
Score: -19289076.000000 Penalty: 5916.839844
	Iteration 25Q: 3 clusters Score -1.928908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 151004 members 
Entering Unmasked Estep 
Score: -19289080.000000 Penalty: 5916.839844
	Iteration 26Q: 3 clusters Score -1.928908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 151004 members 
Entering Unmasked Estep 
Score: -19289074.000000 Penalty: 5916.839844
	Iteration 27Q: 3 clusters Score -1.928907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 151003 members 
Entering Unmasked Estep 
Score: -19289074.000000 Penalty: 5916.839844
	Iteration 28Q: 3 clusters Score -1.928907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 151004 members 
Entering Unmasked Estep 
Score: -19289084.000000 Penalty: 5916.839844
	Iteration 29Q: 3 clusters Score -1.928908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 151009 members 
Entering Unmasked Estep 
Score: -19289082.000000 Penalty: 5916.839844
	Iteration 30Q: 3 clusters Score -1.928908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 151015 members 
Entering Unmasked Estep 
Score: -19289094.000000 Penalty: 5916.839844
	Iteration 31Q: 3 clusters Score -1.928909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 151020 members 
Entering Unmasked Estep 
Score: -19289086.000000 Penalty: 5916.839844
	Iteration 32Q: 3 clusters Score -1.928909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 151027 members 
Entering Unmasked Estep 
Score: -19289084.000000 Penalty: 5916.839844
	Iteration 33Q: 3 clusters Score -1.928908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 151034 members 
Entering Unmasked Estep 
Score: -19289084.000000 Penalty: 5916.839844
	Iteration 34Q: 3 clusters Score -1.928908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 151036 members 
Entering Unmasked Estep 
Score: -19289080.000000 Penalty: 5916.839844
	Iteration 35Q: 3 clusters Score -1.928908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 151039 members 
Entering Unmasked Estep 
Score: -19289084.000000 Penalty: 5916.839844
	Iteration 36Q: 3 clusters Score -1.928908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 151041 members 
Entering Unmasked Estep 
Score: -19289088.000000 Penalty: 5916.839844
	Iteration 37Q: 3 clusters Score -1.928909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 151045 members 
Entering Unmasked Estep 
Score: -19289094.000000 Penalty: 5916.839844
	Iteration 38Q: 3 clusters Score -1.928909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 151046 members 
Entering Unmasked Estep 
Score: -19289100.000000 Penalty: 5916.839844
	Iteration 39Q: 3 clusters Score -1.92891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 151048 members 
Entering Unmasked Estep 
Score: -19289106.000000 Penalty: 5916.839844
	Iteration 40F: 3 clusters Score -1.928911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 151050 members 
Entering Unmasked Estep 
Score: -19289104.000000 Penalty: 5916.839844
	Iteration 41Q: 3 clusters Score -1.92891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 151051 members 
Entering Unmasked Estep 
Score: -19289112.000000 Penalty: 5916.839844
	Iteration 42Q: 3 clusters Score -1.928911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 151050 members 
Entering Unmasked Estep 
Score: -19289114.000000 Penalty: 5916.839844
	Iteration 43Q: 3 clusters Score -1.928911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 151049 members 
Entering Unmasked Estep 
Score: -19289116.000000 Penalty: 5916.839844
	Iteration 44Q: 3 clusters Score -1.928912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 151049 members 
Entering Unmasked Estep 
Score: -19289116.000000 Penalty: 5916.839844
	Iteration 45F: 3 clusters Score -1.928912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (45260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Entering Unmasked Estep 
Score: -5501407.000000 Penalty: 2658.604248
	Iteration 0F: 2 clusters Score -5501407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -5470943.000000 Penalty: 5317.208496
	Iteration 0F: 3 clusters Score -5470943 nChanged 20923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -5482716.000000 Penalty: 5317.208496
	Iteration 1F: 3 clusters Score -5482716 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -5483547.500000 Penalty: 5317.208496
	Iteration 2Q: 3 clusters Score -5483548 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -5484396.000000 Penalty: 5317.208496
	Iteration 3Q: 3 clusters Score -5484396 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -5485262.000000 Penalty: 5317.208496
	Iteration 4Q: 3 clusters Score -5485262 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -5486136.500000 Penalty: 5317.208496
	Iteration 5Q: 3 clusters Score -5486136 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -5487026.000000 Penalty: 5317.208496
	Iteration 6Q: 3 clusters Score -5487026 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -5487990.500000 Penalty: 5317.208496
	Iteration 7Q: 3 clusters Score -5487990 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5489001.500000 Penalty: 5317.208496
	Iteration 8Q: 3 clusters Score -5489002 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5489950.500000 Penalty: 5317.208496
	Iteration 9Q: 3 clusters Score -5489950 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -5490811.000000 Penalty: 5317.208496
	Iteration 10Q: 3 clusters Score -5490811 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -5491437.000000 Penalty: 5317.208496
	Iteration 11Q: 3 clusters Score -5491437 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -5491898.000000 Penalty: 5317.208496
	Iteration 12Q: 3 clusters Score -5491898 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -5492285.500000 Penalty: 5317.208496
	Iteration 13Q: 3 clusters Score -5492286 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -5492578.000000 Penalty: 5317.208496
	Iteration 14Q: 3 clusters Score -5492578 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -5492889.500000 Penalty: 5317.208496
	Iteration 15Q: 3 clusters Score -5492890 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5493132.000000 Penalty: 5317.208496
	Iteration 16Q: 3 clusters Score -5493132 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -5493349.000000 Penalty: 5317.208496
	Iteration 17Q: 3 clusters Score -5493349 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -5493480.500000 Penalty: 5317.208496
	Iteration 18Q: 3 clusters Score -5493480 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -5493624.500000 Penalty: 5317.208496
	Iteration 19Q: 3 clusters Score -5493624 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -5493758.000000 Penalty: 5317.208496
	Iteration 20F: 3 clusters Score -5493758 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -5493885.000000 Penalty: 5317.208496
	Iteration 21Q: 3 clusters Score -5493885 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -5494004.500000 Penalty: 5317.208496
	Iteration 22Q: 3 clusters Score -5494004 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -5494120.500000 Penalty: 5317.208496
	Iteration 23Q: 3 clusters Score -5494120 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -5494220.000000 Penalty: 5317.208496
	Iteration 24Q: 3 clusters Score -5494220 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -5494338.500000 Penalty: 5317.208496
	Iteration 25Q: 3 clusters Score -5494338 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -5494476.000000 Penalty: 5317.208496
	Iteration 26Q: 3 clusters Score -5494476 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -5494649.500000 Penalty: 5317.208496
	Iteration 27Q: 3 clusters Score -5494650 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -5494828.000000 Penalty: 5317.208496
	Iteration 28Q: 3 clusters Score -5494828 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -5495004.000000 Penalty: 5317.208496
	Iteration 29Q: 3 clusters Score -5495004 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -5495217.000000 Penalty: 5317.208496
	Iteration 30Q: 3 clusters Score -5495217 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -5495464.000000 Penalty: 5317.208496
	Iteration 31Q: 3 clusters Score -5495464 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -5495712.000000 Penalty: 5317.208496
	Iteration 32Q: 3 clusters Score -5495712 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -5495959.000000 Penalty: 5317.208496
	Iteration 33Q: 3 clusters Score -5495959 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -5496235.000000 Penalty: 5317.208496
	Iteration 34Q: 3 clusters Score -5496235 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -5496541.500000 Penalty: 5317.208496
	Iteration 35Q: 3 clusters Score -5496542 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -5496924.500000 Penalty: 5317.208496
	Iteration 36Q: 3 clusters Score -5496924 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5497311.000000 Penalty: 5317.208496
	Iteration 37Q: 3 clusters Score -5497311 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -5497665.500000 Penalty: 5317.208496
	Iteration 38Q: 3 clusters Score -5497666 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -5497987.500000 Penalty: 5317.208496
	Iteration 39Q: 3 clusters Score -5497988 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5498349.500000 Penalty: 5317.208496
	Iteration 40F: 3 clusters Score -5498350 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5498686.000000 Penalty: 5317.208496
	Iteration 41Q: 3 clusters Score -5498686 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5498988.500000 Penalty: 5317.208496
	Iteration 42Q: 3 clusters Score -5498988 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5499194.000000 Penalty: 5317.208496
	Iteration 43Q: 3 clusters Score -5499194 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5499346.000000 Penalty: 5317.208496
	Iteration 44Q: 3 clusters Score -5499346 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5499457.000000 Penalty: 5317.208496
	Iteration 45Q: 3 clusters Score -5499457 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5499576.000000 Penalty: 5317.208496
	Iteration 46Q: 3 clusters Score -5499576 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5499640.000000 Penalty: 5317.208496
	Iteration 47Q: 3 clusters Score -5499640 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5499691.500000 Penalty: 5317.208496
	Iteration 48Q: 3 clusters Score -5499692 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5499733.000000 Penalty: 5317.208496
	Iteration 49Q: 3 clusters Score -5499733 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5499779.000000 Penalty: 5317.208496
	Iteration 50Q: 3 clusters Score -5499779 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5499833.000000 Penalty: 5317.208496
	Iteration 51Q: 3 clusters Score -5499833 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5499865.500000 Penalty: 5317.208496
	Iteration 52Q: 3 clusters Score -5499866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5499889.500000 Penalty: 5317.208496
	Iteration 53Q: 3 clusters Score -5499890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5499903.500000 Penalty: 5317.208496
	Iteration 54Q: 3 clusters Score -5499904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5499918.000000 Penalty: 5317.208496
	Iteration 55Q: 3 clusters Score -5499918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5499911.000000 Penalty: 5317.208496
	Iteration 56Q: 3 clusters Score -5499911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5499915.500000 Penalty: 5317.208496
	Iteration 57Q: 3 clusters Score -5499916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5499918.000000 Penalty: 5317.208496
	Iteration 58Q: 3 clusters Score -5499918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5499930.000000 Penalty: 5317.208496
	Iteration 59Q: 3 clusters Score -5499930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5499938.500000 Penalty: 5317.208496
	Iteration 60F: 3 clusters Score -5499938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5499949.500000 Penalty: 5317.208496
	Iteration 61Q: 3 clusters Score -5499950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5499959.500000 Penalty: 5317.208496
	Iteration 62Q: 3 clusters Score -5499960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5499968.000000 Penalty: 5317.208496
	Iteration 63Q: 3 clusters Score -5499968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5499977.000000 Penalty: 5317.208496
	Iteration 64Q: 3 clusters Score -5499977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5499981.000000 Penalty: 5317.208496
	Iteration 65Q: 3 clusters Score -5499981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5499985.500000 Penalty: 5317.208496
	Iteration 66Q: 3 clusters Score -5499986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5499982.500000 Penalty: 5317.208496
	Iteration 67Q: 3 clusters Score -5499982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5499985.500000 Penalty: 5317.208496
	Iteration 68Q: 3 clusters Score -5499986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5499980.500000 Penalty: 5317.208496
	Iteration 69Q: 3 clusters Score -5499980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5499979.500000 Penalty: 5317.208496
	Iteration 70Q: 3 clusters Score -5499980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5499981.500000 Penalty: 5317.208496
	Iteration 71Q: 3 clusters Score -5499982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5499978.000000 Penalty: 5317.208496
	Iteration 72Q: 3 clusters Score -5499978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5499984.000000 Penalty: 5317.208496
	Iteration 73Q: 3 clusters Score -5499984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5499983.000000 Penalty: 5317.208496
	Iteration 74Q: 3 clusters Score -5499983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5499980.000000 Penalty: 5317.208496
	Iteration 75Q: 3 clusters Score -5499980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5499979.000000 Penalty: 5317.208496
	Iteration 76Q: 3 clusters Score -5499979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5499987.000000 Penalty: 5317.208496
	Iteration 77Q: 3 clusters Score -5499987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5499988.500000 Penalty: 5317.208496
	Iteration 78Q: 3 clusters Score -5499988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5499989.000000 Penalty: 5317.208496
	Iteration 79Q: 3 clusters Score -5499989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5499991.500000 Penalty: 5317.208496
	Iteration 80F: 3 clusters Score -5499992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5500001.000000 Penalty: 5317.208496
	Iteration 81Q: 3 clusters Score -5500001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5500000.000000 Penalty: 5317.208496
	Iteration 82Q: 3 clusters Score -5500000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5499999.500000 Penalty: 5317.208496
	Iteration 83Q: 3 clusters Score -5500000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5500000.500000 Penalty: 5317.208496
	Iteration 84Q: 3 clusters Score -5500000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5499999.500000 Penalty: 5317.208496
	Iteration 85Q: 3 clusters Score -5500000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5499999.000000 Penalty: 5317.208496
	Iteration 86Q: 3 clusters Score -5499999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5499995.000000 Penalty: 5317.208496
	Iteration 87Q: 3 clusters Score -5499995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5499995.000000 Penalty: 5317.208496
	Iteration 88F: 3 clusters Score -5499995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Entering Unmasked Estep 
Score: -3588930.500000 Penalty: 2535.815674
	Iteration 0F: 2 clusters Score -3588930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3569891.500000 Penalty: 5071.631348
	Iteration 0F: 3 clusters Score -3569892 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3576563.000000 Penalty: 5071.631348
	Iteration 1F: 3 clusters Score -3576563 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3576927.750000 Penalty: 5071.631348
	Iteration 2Q: 3 clusters Score -3576928 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3577269.250000 Penalty: 5071.631348
	Iteration 3Q: 3 clusters Score -3577269 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3577564.500000 Penalty: 5071.631348
	Iteration 4Q: 3 clusters Score -3577564 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3577878.750000 Penalty: 5071.631348
	Iteration 5Q: 3 clusters Score -3577879 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3578282.000000 Penalty: 5071.631348
	Iteration 6Q: 3 clusters Score -3578282 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3578787.000000 Penalty: 5071.631348
	Iteration 7Q: 3 clusters Score -3578787 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3579556.250000 Penalty: 5071.631348
	Iteration 8Q: 3 clusters Score -3579556 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3580648.000000 Penalty: 5071.631348
	Iteration 9F: 3 clusters Score -3580648 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -3582124.000000 Penalty: 5071.631348
	Iteration 10F: 3 clusters Score -3582124 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3583710.250000 Penalty: 5071.631348
	Iteration 11F: 3 clusters Score -3583710 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3584995.750000 Penalty: 5071.631348
	Iteration 12F: 3 clusters Score -3584996 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3585808.750000 Penalty: 5071.631348
	Iteration 13Q: 3 clusters Score -3585809 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3586203.500000 Penalty: 5071.631348
	Iteration 14Q: 3 clusters Score -3586204 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3586427.500000 Penalty: 5071.631348
	Iteration 15Q: 3 clusters Score -3586428 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3586526.000000 Penalty: 5071.631348
	Iteration 16Q: 3 clusters Score -3586526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -3586577.000000 Penalty: 5071.631348
	Iteration 17Q: 3 clusters Score -3586577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3586611.000000 Penalty: 5071.631348
	Iteration 18Q: 3 clusters Score -3586611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -3586634.500000 Penalty: 5071.631348
	Iteration 19Q: 3 clusters Score -3586634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3586642.750000 Penalty: 5071.631348
	Iteration 20F: 3 clusters Score -3586643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3586652.500000 Penalty: 5071.631348
	Iteration 21Q: 3 clusters Score -3586652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3586659.750000 Penalty: 5071.631348
	Iteration 22Q: 3 clusters Score -3586660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3586670.000000 Penalty: 5071.631348
	Iteration 23Q: 3 clusters Score -3586670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3586668.000000 Penalty: 5071.631348
	Iteration 24Q: 3 clusters Score -3586668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3586668.000000 Penalty: 5071.631348
	Iteration 25F: 3 clusters Score -3586668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -62118.042969 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -62118.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60670.144531 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -60670.14 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61019.761719 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -61019.76 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61255.632812 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -61255.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61483.199219 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -61483.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61608.914062 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -61608.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61668.937500 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -61668.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61711.585938 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -61711.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61741.332031 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -61741.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61752.589844 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -61752.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61762.976562 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -61762.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61762.976562 Penalty: 3150.904053
	Iteration 10F: 3 clusters Score -61762.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -93018.492188 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -93018.49 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 388 members 
Entering Unmasked Estep 
Score: -91303.679688 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -91303.68 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91621.671875 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -91621.67 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91704.937500 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -91704.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91741.054688 Penalty: 3304.280029
	Iteration 3Q: 3 clusters Score -91741.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91753.914062 Penalty: 3304.280029
	Iteration 4Q: 3 clusters Score -91753.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91756.140625 Penalty: 3304.280029
	Iteration 5Q: 3 clusters Score -91756.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91756.804688 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -91756.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91756.804688 Penalty: 3304.280029
	Iteration 7F: 3 clusters Score -91756.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Entering Unmasked Estep 
Score: -2325792.500000 Penalty: 2455.369385
	Iteration 0F: 2 clusters Score -2325792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2311838.500000 Penalty: 4910.738770
	Iteration 0F: 3 clusters Score -2311838 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2317042.250000 Penalty: 4910.738770
	Iteration 1F: 3 clusters Score -2317042 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2318034.250000 Penalty: 4910.738770
	Iteration 2F: 3 clusters Score -2318034 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2318940.750000 Penalty: 4910.738770
	Iteration 3F: 3 clusters Score -2318941 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2319756.250000 Penalty: 4910.738770
	Iteration 4F: 3 clusters Score -2319756 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2320441.250000 Penalty: 4910.738770
	Iteration 5F: 3 clusters Score -2320441 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2321012.000000 Penalty: 4910.738770
	Iteration 6F: 3 clusters Score -2321012 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2321517.750000 Penalty: 4910.738770
	Iteration 7Q: 3 clusters Score -2321518 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2321906.750000 Penalty: 4910.738770
	Iteration 8Q: 3 clusters Score -2321907 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2322261.500000 Penalty: 4910.738770
	Iteration 9Q: 3 clusters Score -2322262 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2322552.500000 Penalty: 4910.738770
	Iteration 10Q: 3 clusters Score -2322552 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2322784.750000 Penalty: 4910.738770
	Iteration 11Q: 3 clusters Score -2322785 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2322978.000000 Penalty: 4910.738770
	Iteration 12Q: 3 clusters Score -2322978 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2323154.000000 Penalty: 4910.738770
	Iteration 13Q: 3 clusters Score -2323154 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2323286.750000 Penalty: 4910.738770
	Iteration 14Q: 3 clusters Score -2323287 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2323383.000000 Penalty: 4910.738770
	Iteration 15Q: 3 clusters Score -2323383 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2323456.250000 Penalty: 4910.738770
	Iteration 16Q: 3 clusters Score -2323456 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2323548.750000 Penalty: 4910.738770
	Iteration 17Q: 3 clusters Score -2323549 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2323626.250000 Penalty: 4910.738770
	Iteration 18Q: 3 clusters Score -2323626 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2323707.250000 Penalty: 4910.738770
	Iteration 19Q: 3 clusters Score -2323707 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2323802.000000 Penalty: 4910.738770
	Iteration 20F: 3 clusters Score -2323802 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2323883.750000 Penalty: 4910.738770
	Iteration 21Q: 3 clusters Score -2323884 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2323968.750000 Penalty: 4910.738770
	Iteration 22Q: 3 clusters Score -2323969 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2324035.500000 Penalty: 4910.738770
	Iteration 23Q: 3 clusters Score -2324036 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2324109.000000 Penalty: 4910.738770
	Iteration 24Q: 3 clusters Score -2324109 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2324184.750000 Penalty: 4910.738770
	Iteration 25Q: 3 clusters Score -2324185 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2324258.500000 Penalty: 4910.738770
	Iteration 26Q: 3 clusters Score -2324258 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2324321.750000 Penalty: 4910.738770
	Iteration 27Q: 3 clusters Score -2324322 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2324375.500000 Penalty: 4910.738770
	Iteration 28Q: 3 clusters Score -2324376 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2324432.250000 Penalty: 4910.738770
	Iteration 29Q: 3 clusters Score -2324432 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2324491.500000 Penalty: 4910.738770
	Iteration 30Q: 3 clusters Score -2324492 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2324534.250000 Penalty: 4910.738770
	Iteration 31Q: 3 clusters Score -2324534 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2324591.250000 Penalty: 4910.738770
	Iteration 32Q: 3 clusters Score -2324591 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2324631.500000 Penalty: 4910.738770
	Iteration 33Q: 3 clusters Score -2324632 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2324655.000000 Penalty: 4910.738770
	Iteration 34Q: 3 clusters Score -2324655 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2324667.500000 Penalty: 4910.738770
	Iteration 35Q: 3 clusters Score -2324668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2324696.750000 Penalty: 4910.738770
	Iteration 36Q: 3 clusters Score -2324697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2324722.000000 Penalty: 4910.738770
	Iteration 37Q: 3 clusters Score -2324722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2324735.750000 Penalty: 4910.738770
	Iteration 38Q: 3 clusters Score -2324736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2324755.750000 Penalty: 4910.738770
	Iteration 39Q: 3 clusters Score -2324756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2324782.500000 Penalty: 4910.738770
	Iteration 40F: 3 clusters Score -2324782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2324809.750000 Penalty: 4910.738770
	Iteration 41Q: 3 clusters Score -2324810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2324826.500000 Penalty: 4910.738770
	Iteration 42Q: 3 clusters Score -2324826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2324835.750000 Penalty: 4910.738770
	Iteration 43Q: 3 clusters Score -2324836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2324839.750000 Penalty: 4910.738770
	Iteration 44Q: 3 clusters Score -2324840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2324846.250000 Penalty: 4910.738770
	Iteration 45Q: 3 clusters Score -2324846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2324845.750000 Penalty: 4910.738770
	Iteration 46Q: 3 clusters Score -2324846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2324857.750000 Penalty: 4910.738770
	Iteration 47Q: 3 clusters Score -2324858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2324863.000000 Penalty: 4910.738770
	Iteration 48Q: 3 clusters Score -2324863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2324863.000000 Penalty: 4910.738770
	Iteration 49Q: 3 clusters Score -2324863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2324868.500000 Penalty: 4910.738770
	Iteration 50Q: 3 clusters Score -2324868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2324878.250000 Penalty: 4910.738770
	Iteration 51Q: 3 clusters Score -2324878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2324884.750000 Penalty: 4910.738770
	Iteration 52Q: 3 clusters Score -2324885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2324886.000000 Penalty: 4910.738770
	Iteration 53Q: 3 clusters Score -2324886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2324889.250000 Penalty: 4910.738770
	Iteration 54Q: 3 clusters Score -2324889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2324893.750000 Penalty: 4910.738770
	Iteration 55Q: 3 clusters Score -2324894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2324892.250000 Penalty: 4910.738770
	Iteration 56Q: 3 clusters Score -2324892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2324897.000000 Penalty: 4910.738770
	Iteration 57Q: 3 clusters Score -2324897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2324909.250000 Penalty: 4910.738770
	Iteration 58Q: 3 clusters Score -2324909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2324905.750000 Penalty: 4910.738770
	Iteration 59Q: 3 clusters Score -2324906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2324905.250000 Penalty: 4910.738770
	Iteration 60F: 3 clusters Score -2324905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2324910.250000 Penalty: 4910.738770
	Iteration 61Q: 3 clusters Score -2324910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2324916.500000 Penalty: 4910.738770
	Iteration 62Q: 3 clusters Score -2324916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2324916.000000 Penalty: 4910.738770
	Iteration 63Q: 3 clusters Score -2324916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2324915.750000 Penalty: 4910.738770
	Iteration 64Q: 3 clusters Score -2324916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2324916.500000 Penalty: 4910.738770
	Iteration 65Q: 3 clusters Score -2324916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2324917.750000 Penalty: 4910.738770
	Iteration 66Q: 3 clusters Score -2324918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2324922.250000 Penalty: 4910.738770
	Iteration 67Q: 3 clusters Score -2324922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2324920.250000 Penalty: 4910.738770
	Iteration 68Q: 3 clusters Score -2324920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2324923.250000 Penalty: 4910.738770
	Iteration 69Q: 3 clusters Score -2324923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2324925.000000 Penalty: 4910.738770
	Iteration 70Q: 3 clusters Score -2324925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2324925.750000 Penalty: 4910.738770
	Iteration 71Q: 3 clusters Score -2324926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2324923.000000 Penalty: 4910.738770
	Iteration 72Q: 3 clusters Score -2324923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2324923.250000 Penalty: 4910.738770
	Iteration 73Q: 3 clusters Score -2324923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2324923.250000 Penalty: 4910.738770
	Iteration 74F: 3 clusters Score -2324923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (105388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105388 members 
Entering Unmasked Estep 
Score: -13377822.000000 Penalty: 2868.220215
	Iteration 0F: 2 clusters Score -1.337782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -13307375.000000 Penalty: 5736.440430
	Iteration 0F: 3 clusters Score -1.330738e+07 nChanged 49870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -13335877.000000 Penalty: 5736.440430
	Iteration 1F: 3 clusters Score -1.333588e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -13336732.000000 Penalty: 5736.440430
	Iteration 2Q: 3 clusters Score -1.333673e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -13337831.000000 Penalty: 5736.440430
	Iteration 3Q: 3 clusters Score -1.333783e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -13339094.000000 Penalty: 5736.440430
	Iteration 4Q: 3 clusters Score -1.333909e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -13340764.000000 Penalty: 5736.440430
	Iteration 5Q: 3 clusters Score -1.334076e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -13343030.000000 Penalty: 5736.440430
	Iteration 6Q: 3 clusters Score -1.334303e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -13345957.000000 Penalty: 5736.440430
	Iteration 7F: 3 clusters Score -1.334596e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -13349223.000000 Penalty: 5736.440430
	Iteration 8F: 3 clusters Score -1.334922e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -13352157.000000 Penalty: 5736.440430
	Iteration 9F: 3 clusters Score -1.335216e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -13354746.000000 Penalty: 5736.440430
	Iteration 10Q: 3 clusters Score -1.335475e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -13357204.000000 Penalty: 5736.440430
	Iteration 11Q: 3 clusters Score -1.33572e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -13359597.000000 Penalty: 5736.440430
	Iteration 12Q: 3 clusters Score -1.33596e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -13362074.000000 Penalty: 5736.440430
	Iteration 13Q: 3 clusters Score -1.336207e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 85302 members 
Entering Unmasked Estep 
Score: -13364448.000000 Penalty: 5736.440430
	Iteration 14Q: 3 clusters Score -1.336445e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -13366846.000000 Penalty: 5736.440430
	Iteration 15Q: 3 clusters Score -1.336685e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -13369136.000000 Penalty: 5736.440430
	Iteration 16Q: 3 clusters Score -1.336914e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -13371136.000000 Penalty: 5736.440430
	Iteration 17Q: 3 clusters Score -1.337114e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -13372619.000000 Penalty: 5736.440430
	Iteration 18Q: 3 clusters Score -1.337262e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 100771 members 
Entering Unmasked Estep 
Score: -13373621.000000 Penalty: 5736.440430
	Iteration 19Q: 3 clusters Score -1.337362e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -13374197.000000 Penalty: 5736.440430
	Iteration 20F: 3 clusters Score -1.33742e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 102694 members 
Entering Unmasked Estep 
Score: -13374589.000000 Penalty: 5736.440430
	Iteration 21Q: 3 clusters Score -1.337459e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 103209 members 
Entering Unmasked Estep 
Score: -13374867.000000 Penalty: 5736.440430
	Iteration 22Q: 3 clusters Score -1.337487e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 103583 members 
Entering Unmasked Estep 
Score: -13375069.000000 Penalty: 5736.440430
	Iteration 23Q: 3 clusters Score -1.337507e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 103842 members 
Entering Unmasked Estep 
Score: -13375181.000000 Penalty: 5736.440430
	Iteration 24Q: 3 clusters Score -1.337518e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -13375241.000000 Penalty: 5736.440430
	Iteration 25Q: 3 clusters Score -1.337524e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 104130 members 
Entering Unmasked Estep 
Score: -13375357.000000 Penalty: 5736.440430
	Iteration 26Q: 3 clusters Score -1.337536e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 104202 members 
Entering Unmasked Estep 
Score: -13375407.000000 Penalty: 5736.440430
	Iteration 27Q: 3 clusters Score -1.337541e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -13375402.000000 Penalty: 5736.440430
	Iteration 28Q: 3 clusters Score -1.33754e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 104289 members 
Entering Unmasked Estep 
Score: -13375429.000000 Penalty: 5736.440430
	Iteration 29Q: 3 clusters Score -1.337543e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -13375454.000000 Penalty: 5736.440430
	Iteration 30Q: 3 clusters Score -1.337545e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 104352 members 
Entering Unmasked Estep 
Score: -13375488.000000 Penalty: 5736.440430
	Iteration 31Q: 3 clusters Score -1.337549e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 104378 members 
Entering Unmasked Estep 
Score: -13375485.000000 Penalty: 5736.440430
	Iteration 32Q: 3 clusters Score -1.337548e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 104399 members 
Entering Unmasked Estep 
Score: -13375471.000000 Penalty: 5736.440430
	Iteration 33Q: 3 clusters Score -1.337547e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 104428 members 
Entering Unmasked Estep 
Score: -13375482.000000 Penalty: 5736.440430
	Iteration 34Q: 3 clusters Score -1.337548e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -13375492.000000 Penalty: 5736.440430
	Iteration 35Q: 3 clusters Score -1.337549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 104462 members 
Entering Unmasked Estep 
Score: -13375500.000000 Penalty: 5736.440430
	Iteration 36Q: 3 clusters Score -1.33755e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -13375527.000000 Penalty: 5736.440430
	Iteration 37Q: 3 clusters Score -1.337553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 104487 members 
Entering Unmasked Estep 
Score: -13375530.000000 Penalty: 5736.440430
	Iteration 38Q: 3 clusters Score -1.337553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 104493 members 
Entering Unmasked Estep 
Score: -13375528.000000 Penalty: 5736.440430
	Iteration 39Q: 3 clusters Score -1.337553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 104497 members 
Entering Unmasked Estep 
Score: -13375530.000000 Penalty: 5736.440430
	Iteration 40F: 3 clusters Score -1.337553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -13375527.000000 Penalty: 5736.440430
	Iteration 41Q: 3 clusters Score -1.337553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 104506 members 
Entering Unmasked Estep 
Score: -13375529.000000 Penalty: 5736.440430
	Iteration 42Q: 3 clusters Score -1.337553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 104510 members 
Entering Unmasked Estep 
Score: -13375521.000000 Penalty: 5736.440430
	Iteration 43Q: 3 clusters Score -1.337552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 104511 members 
Entering Unmasked Estep 
Score: -13375530.000000 Penalty: 5736.440430
	Iteration 44Q: 3 clusters Score -1.337553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 104511 members 
Entering Unmasked Estep 
Score: -13375530.000000 Penalty: 5736.440430
	Iteration 45F: 3 clusters Score -1.337553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Entering Unmasked Estep 
Score: -1741360.750000 Penalty: 2364.812744
	Iteration 0F: 2 clusters Score -1741361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1731207.000000 Penalty: 4729.625488
	Iteration 0F: 3 clusters Score -1731207 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1734537.000000 Penalty: 4729.625488
	Iteration 1F: 3 clusters Score -1734537 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1734903.375000 Penalty: 4729.625488
	Iteration 2F: 3 clusters Score -1734903 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1735189.375000 Penalty: 4729.625488
	Iteration 3Q: 3 clusters Score -1735189 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1735539.875000 Penalty: 4729.625488
	Iteration 4Q: 3 clusters Score -1735540 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1735969.125000 Penalty: 4729.625488
	Iteration 5F: 3 clusters Score -1735969 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1736427.750000 Penalty: 4729.625488
	Iteration 6F: 3 clusters Score -1736428 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1736859.375000 Penalty: 4729.625488
	Iteration 7F: 3 clusters Score -1736859 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1737235.875000 Penalty: 4729.625488
	Iteration 8Q: 3 clusters Score -1737236 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1737560.875000 Penalty: 4729.625488
	Iteration 9Q: 3 clusters Score -1737561 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1737855.625000 Penalty: 4729.625488
	Iteration 10Q: 3 clusters Score -1737856 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1738070.250000 Penalty: 4729.625488
	Iteration 11Q: 3 clusters Score -1738070 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1738257.750000 Penalty: 4729.625488
	Iteration 12Q: 3 clusters Score -1738258 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1738416.875000 Penalty: 4729.625488
	Iteration 13Q: 3 clusters Score -1738417 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1738574.125000 Penalty: 4729.625488
	Iteration 14Q: 3 clusters Score -1738574 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1738718.750000 Penalty: 4729.625488
	Iteration 15Q: 3 clusters Score -1738719 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1738848.625000 Penalty: 4729.625488
	Iteration 16Q: 3 clusters Score -1738849 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1738946.000000 Penalty: 4729.625488
	Iteration 17Q: 3 clusters Score -1738946 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1739035.000000 Penalty: 4729.625488
	Iteration 18Q: 3 clusters Score -1739035 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1739097.625000 Penalty: 4729.625488
	Iteration 19Q: 3 clusters Score -1739098 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1739170.875000 Penalty: 4729.625488
	Iteration 20F: 3 clusters Score -1739171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1739238.125000 Penalty: 4729.625488
	Iteration 21Q: 3 clusters Score -1739238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1739290.750000 Penalty: 4729.625488
	Iteration 22Q: 3 clusters Score -1739291 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1739340.000000 Penalty: 4729.625488
	Iteration 23Q: 3 clusters Score -1739340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1739380.000000 Penalty: 4729.625488
	Iteration 24Q: 3 clusters Score -1739380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1739393.500000 Penalty: 4729.625488
	Iteration 25Q: 3 clusters Score -1739394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1739406.750000 Penalty: 4729.625488
	Iteration 26Q: 3 clusters Score -1739407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1739412.375000 Penalty: 4729.625488
	Iteration 27Q: 3 clusters Score -1739412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1739415.875000 Penalty: 4729.625488
	Iteration 28Q: 3 clusters Score -1739416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1739420.500000 Penalty: 4729.625488
	Iteration 29Q: 3 clusters Score -1739420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1739418.500000 Penalty: 4729.625488
	Iteration 30Q: 3 clusters Score -1739418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1739425.750000 Penalty: 4729.625488
	Iteration 31Q: 3 clusters Score -1739426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1739427.500000 Penalty: 4729.625488
	Iteration 32Q: 3 clusters Score -1739428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1739435.500000 Penalty: 4729.625488
	Iteration 33Q: 3 clusters Score -1739436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1739434.750000 Penalty: 4729.625488
	Iteration 34Q: 3 clusters Score -1739435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1739439.125000 Penalty: 4729.625488
	Iteration 35Q: 3 clusters Score -1739439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1739439.125000 Penalty: 4729.625488
	Iteration 36Q: 3 clusters Score -1739439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1739440.500000 Penalty: 4729.625488
	Iteration 37Q: 3 clusters Score -1739440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1739442.375000 Penalty: 4729.625488
	Iteration 38Q: 3 clusters Score -1739442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1739442.625000 Penalty: 4729.625488
	Iteration 39Q: 3 clusters Score -1739443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1739443.125000 Penalty: 4729.625488
	Iteration 40F: 3 clusters Score -1739443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1739442.875000 Penalty: 4729.625488
	Iteration 41Q: 3 clusters Score -1739443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1739446.750000 Penalty: 4729.625488
	Iteration 42Q: 3 clusters Score -1739447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1739445.625000 Penalty: 4729.625488
	Iteration 43Q: 3 clusters Score -1739446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1739449.500000 Penalty: 4729.625488
	Iteration 44Q: 3 clusters Score -1739450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1739449.500000 Penalty: 4729.625488
	Iteration 45F: 3 clusters Score -1739450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -192802.796875 Penalty: 1830.303467
	Iteration 0F: 2 clusters Score -192802.8 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 777 members 
Entering Unmasked Estep 
Score: -190455.156250 Penalty: 3660.606934
	Iteration 0F: 3 clusters Score -190455.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -190916.468750 Penalty: 3660.606934
	Iteration 1F: 3 clusters Score -190916.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -191063.578125 Penalty: 3660.606934
	Iteration 2F: 3 clusters Score -191063.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -191146.546875 Penalty: 3660.606934
	Iteration 3Q: 3 clusters Score -191146.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -191210.765625 Penalty: 3660.606934
	Iteration 4Q: 3 clusters Score -191210.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -191261.875000 Penalty: 3660.606934
	Iteration 5Q: 3 clusters Score -191261.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -191301.109375 Penalty: 3660.606934
	Iteration 6Q: 3 clusters Score -191301.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -191333.828125 Penalty: 3660.606934
	Iteration 7Q: 3 clusters Score -191333.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -191373.046875 Penalty: 3660.606934
	Iteration 8Q: 3 clusters Score -191373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -191405.718750 Penalty: 3660.606934
	Iteration 9Q: 3 clusters Score -191405.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -191441.953125 Penalty: 3660.606934
	Iteration 10Q: 3 clusters Score -191442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -191490.875000 Penalty: 3660.606934
	Iteration 11Q: 3 clusters Score -191490.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -191529.656250 Penalty: 3660.606934
	Iteration 12Q: 3 clusters Score -191529.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -191562.156250 Penalty: 3660.606934
	Iteration 13Q: 3 clusters Score -191562.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -191590.140625 Penalty: 3660.606934
	Iteration 14Q: 3 clusters Score -191590.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -191605.093750 Penalty: 3660.606934
	Iteration 15Q: 3 clusters Score -191605.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -191623.609375 Penalty: 3660.606934
	Iteration 16Q: 3 clusters Score -191623.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -191640.671875 Penalty: 3660.606934
	Iteration 17Q: 3 clusters Score -191640.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -191663.375000 Penalty: 3660.606934
	Iteration 18Q: 3 clusters Score -191663.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -191689.078125 Penalty: 3660.606934
	Iteration 19Q: 3 clusters Score -191689.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -191702.718750 Penalty: 3660.606934
	Iteration 20F: 3 clusters Score -191702.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -191711.187500 Penalty: 3660.606934
	Iteration 21Q: 3 clusters Score -191711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -191719.421875 Penalty: 3660.606934
	Iteration 22Q: 3 clusters Score -191719.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -191731.171875 Penalty: 3660.606934
	Iteration 23Q: 3 clusters Score -191731.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -191740.640625 Penalty: 3660.606934
	Iteration 24Q: 3 clusters Score -191740.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -191749.515625 Penalty: 3660.606934
	Iteration 25Q: 3 clusters Score -191749.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -191759.546875 Penalty: 3660.606934
	Iteration 26Q: 3 clusters Score -191759.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -191769.609375 Penalty: 3660.606934
	Iteration 27Q: 3 clusters Score -191769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -191780.750000 Penalty: 3660.606934
	Iteration 28Q: 3 clusters Score -191780.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -191799.937500 Penalty: 3660.606934
	Iteration 29Q: 3 clusters Score -191799.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -191850.734375 Penalty: 3660.606934
	Iteration 30Q: 3 clusters Score -191850.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -191944.000000 Penalty: 3660.606934
	Iteration 31Q: 3 clusters Score -191944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -191980.359375 Penalty: 3660.606934
	Iteration 32Q: 3 clusters Score -191980.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -191993.312500 Penalty: 3660.606934
	Iteration 33Q: 3 clusters Score -191993.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -192000.843750 Penalty: 3660.606934
	Iteration 34Q: 3 clusters Score -192000.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -192006.078125 Penalty: 3660.606934
	Iteration 35Q: 3 clusters Score -192006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -192010.375000 Penalty: 3660.606934
	Iteration 36Q: 3 clusters Score -192010.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -192015.031250 Penalty: 3660.606934
	Iteration 37Q: 3 clusters Score -192015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -192017.671875 Penalty: 3660.606934
	Iteration 38Q: 3 clusters Score -192017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -192019.000000 Penalty: 3660.606934
	Iteration 39Q: 3 clusters Score -192019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -192019.046875 Penalty: 3660.606934
	Iteration 40F: 3 clusters Score -192019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -94413.328125 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -94413.33 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 410 members 
Entering Unmasked Estep 
Score: -92642.570312 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -92642.57 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92973.492188 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -92973.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93156.304688 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -93156.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -93319.414062 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -93319.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -93503.765625 Penalty: 3334.424561
	Iteration 4F: 3 clusters Score -93503.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -93747.796875 Penalty: 3334.424561
	Iteration 5F: 3 clusters Score -93747.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94055.093750 Penalty: 3334.424561
	Iteration 6F: 3 clusters Score -94055.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -94363.843750 Penalty: 3334.424561
	Iteration 7F: 3 clusters Score -94363.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -94625.226562 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -94625.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94995.304688 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -94995.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -95201.351562 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -95201.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -95256.781250 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -95256.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -95277.671875 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -95277.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -95277.671875 Penalty: 3334.424561
	Iteration 13F: 3 clusters Score -95277.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 29871 members 
Mstep: Class 3 contains 43839 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156932 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 17875 members 
Mstep: Class 10 contains 286086 members 
Mstep: Class 11 contains 12584 members 
Mstep: Class 12 contains 10090 members 
Mstep: Class 13 contains 3487 members 
Mstep: Class 14 contains 19451 members 
Mstep: Class 15 contains 7917 members 
Mstep: Class 16 contains 5322 members 
Mstep: Class 17 contains 34077 members 
Mstep: Class 18 contains 7853 members 
Mstep: Class 19 contains 6889 members 
Mstep: Class 20 contains 99963 members 
Mstep: Class 21 contains 151617 members 
Mstep: Class 22 contains 45260 members 
Mstep: Class 23 contains 27586 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19944 members 
Mstep: Class 27 contains 105388 members 
Mstep: Class 28 contains 13843 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 8086 members 
Mstep: Class 32 contains 80058 members 
Mstep: Class 33 contains 553 members 
Entering Unmasked Estep 
Score: -157735264.000000 Penalty: 114993.804688
Splitting cluster 30 changes total score from -157736048.000000 to -157735264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (8086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Entering Unmasked Estep 
Score: -980843.375000 Penalty: 2231.476562
	Iteration 0F: 2 clusters Score -980843.4 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 4030 members 
Entering Unmasked Estep 
Score: -974400.062500 Penalty: 4462.953125
	Iteration 0F: 3 clusters Score -974400.1 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -976184.375000 Penalty: 4462.953125
	Iteration 1F: 3 clusters Score -976184.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -976467.125000 Penalty: 4462.953125
	Iteration 2F: 3 clusters Score -976467.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -976649.687500 Penalty: 4462.953125
	Iteration 3F: 3 clusters Score -976649.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -976772.625000 Penalty: 4462.953125
	Iteration 4Q: 3 clusters Score -976772.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -976868.125000 Penalty: 4462.953125
	Iteration 5Q: 3 clusters Score -976868.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -976978.875000 Penalty: 4462.953125
	Iteration 6Q: 3 clusters Score -976978.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -977090.312500 Penalty: 4462.953125
	Iteration 7Q: 3 clusters Score -977090.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -977181.125000 Penalty: 4462.953125
	Iteration 8Q: 3 clusters Score -977181.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -977272.062500 Penalty: 4462.953125
	Iteration 9Q: 3 clusters Score -977272.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -977363.437500 Penalty: 4462.953125
	Iteration 10Q: 3 clusters Score -977363.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -977447.562500 Penalty: 4462.953125
	Iteration 11Q: 3 clusters Score -977447.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -977515.625000 Penalty: 4462.953125
	Iteration 12Q: 3 clusters Score -977515.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -977578.750000 Penalty: 4462.953125
	Iteration 13Q: 3 clusters Score -977578.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -977629.000000 Penalty: 4462.953125
	Iteration 14Q: 3 clusters Score -977629 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -977685.687500 Penalty: 4462.953125
	Iteration 15Q: 3 clusters Score -977685.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -977741.312500 Penalty: 4462.953125
	Iteration 16Q: 3 clusters Score -977741.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -977804.625000 Penalty: 4462.953125
	Iteration 17Q: 3 clusters Score -977804.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -977870.500000 Penalty: 4462.953125
	Iteration 18Q: 3 clusters Score -977870.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -977953.625000 Penalty: 4462.953125
	Iteration 19Q: 3 clusters Score -977953.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -978026.875000 Penalty: 4462.953125
	Iteration 20F: 3 clusters Score -978026.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -978094.312500 Penalty: 4462.953125
	Iteration 21Q: 3 clusters Score -978094.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -978148.125000 Penalty: 4462.953125
	Iteration 22Q: 3 clusters Score -978148.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -978212.375000 Penalty: 4462.953125
	Iteration 23Q: 3 clusters Score -978212.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -978269.437500 Penalty: 4462.953125
	Iteration 24Q: 3 clusters Score -978269.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -978326.312500 Penalty: 4462.953125
	Iteration 25Q: 3 clusters Score -978326.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -978378.812500 Penalty: 4462.953125
	Iteration 26Q: 3 clusters Score -978378.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -978418.437500 Penalty: 4462.953125
	Iteration 27Q: 3 clusters Score -978418.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -978451.437500 Penalty: 4462.953125
	Iteration 28Q: 3 clusters Score -978451.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -978480.937500 Penalty: 4462.953125
	Iteration 29Q: 3 clusters Score -978480.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -978511.562500 Penalty: 4462.953125
	Iteration 30Q: 3 clusters Score -978511.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -978532.812500 Penalty: 4462.953125
	Iteration 31Q: 3 clusters Score -978532.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -978549.250000 Penalty: 4462.953125
	Iteration 32Q: 3 clusters Score -978549.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -978562.625000 Penalty: 4462.953125
	Iteration 33Q: 3 clusters Score -978562.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -978579.312500 Penalty: 4462.953125
	Iteration 34Q: 3 clusters Score -978579.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -978598.187500 Penalty: 4462.953125
	Iteration 35Q: 3 clusters Score -978598.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -978608.250000 Penalty: 4462.953125
	Iteration 36Q: 3 clusters Score -978608.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -978611.625000 Penalty: 4462.953125
	Iteration 37Q: 3 clusters Score -978611.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -978619.687500 Penalty: 4462.953125
	Iteration 38Q: 3 clusters Score -978619.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -978628.250000 Penalty: 4462.953125
	Iteration 39Q: 3 clusters Score -978628.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -978630.750000 Penalty: 4462.953125
	Iteration 40F: 3 clusters Score -978630.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -978637.125000 Penalty: 4462.953125
	Iteration 41Q: 3 clusters Score -978637.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -978641.500000 Penalty: 4462.953125
	Iteration 42Q: 3 clusters Score -978641.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -978647.500000 Penalty: 4462.953125
	Iteration 43Q: 3 clusters Score -978647.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -978656.000000 Penalty: 4462.953125
	Iteration 44Q: 3 clusters Score -978656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -978661.375000 Penalty: 4462.953125
	Iteration 45Q: 3 clusters Score -978661.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -978667.000000 Penalty: 4462.953125
	Iteration 46Q: 3 clusters Score -978667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -978670.875000 Penalty: 4462.953125
	Iteration 47Q: 3 clusters Score -978670.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -978674.687500 Penalty: 4462.953125
	Iteration 48Q: 3 clusters Score -978674.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -978676.625000 Penalty: 4462.953125
	Iteration 49Q: 3 clusters Score -978676.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -978678.125000 Penalty: 4462.953125
	Iteration 50Q: 3 clusters Score -978678.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -978678.937500 Penalty: 4462.953125
	Iteration 51Q: 3 clusters Score -978678.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -978679.375000 Penalty: 4462.953125
	Iteration 52Q: 3 clusters Score -978679.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -978684.375000 Penalty: 4462.953125
	Iteration 53Q: 3 clusters Score -978684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -978684.000000 Penalty: 4462.953125
	Iteration 54Q: 3 clusters Score -978684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -978688.875000 Penalty: 4462.953125
	Iteration 55Q: 3 clusters Score -978688.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -978690.000000 Penalty: 4462.953125
	Iteration 56Q: 3 clusters Score -978690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -978690.562500 Penalty: 4462.953125
	Iteration 57Q: 3 clusters Score -978690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -978693.500000 Penalty: 4462.953125
	Iteration 58Q: 3 clusters Score -978693.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -978693.437500 Penalty: 4462.953125
	Iteration 59Q: 3 clusters Score -978693.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -978694.437500 Penalty: 4462.953125
	Iteration 60F: 3 clusters Score -978694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -978694.750000 Penalty: 4462.953125
	Iteration 61Q: 3 clusters Score -978694.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -978696.187500 Penalty: 4462.953125
	Iteration 62Q: 3 clusters Score -978696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -978699.250000 Penalty: 4462.953125
	Iteration 63Q: 3 clusters Score -978699.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -978698.000000 Penalty: 4462.953125
	Iteration 64Q: 3 clusters Score -978698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -978702.437500 Penalty: 4462.953125
	Iteration 65Q: 3 clusters Score -978702.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -978706.000000 Penalty: 4462.953125
	Iteration 66Q: 3 clusters Score -978706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -978710.062500 Penalty: 4462.953125
	Iteration 67Q: 3 clusters Score -978710.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -978713.562500 Penalty: 4462.953125
	Iteration 68Q: 3 clusters Score -978713.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -978713.875000 Penalty: 4462.953125
	Iteration 69Q: 3 clusters Score -978713.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -978717.312500 Penalty: 4462.953125
	Iteration 70Q: 3 clusters Score -978717.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -978719.375000 Penalty: 4462.953125
	Iteration 71Q: 3 clusters Score -978719.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -978725.000000 Penalty: 4462.953125
	Iteration 72Q: 3 clusters Score -978725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -978728.125000 Penalty: 4462.953125
	Iteration 73Q: 3 clusters Score -978728.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -978731.625000 Penalty: 4462.953125
	Iteration 74Q: 3 clusters Score -978731.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -978736.187500 Penalty: 4462.953125
	Iteration 75Q: 3 clusters Score -978736.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -978741.125000 Penalty: 4462.953125
	Iteration 76Q: 3 clusters Score -978741.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -978743.000000 Penalty: 4462.953125
	Iteration 77Q: 3 clusters Score -978743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -978746.062500 Penalty: 4462.953125
	Iteration 78Q: 3 clusters Score -978746.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -978749.250000 Penalty: 4462.953125
	Iteration 79Q: 3 clusters Score -978749.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -978752.250000 Penalty: 4462.953125
	Iteration 80F: 3 clusters Score -978752.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -978755.750000 Penalty: 4462.953125
	Iteration 81Q: 3 clusters Score -978755.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -978758.437500 Penalty: 4462.953125
	Iteration 82Q: 3 clusters Score -978758.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -978765.375000 Penalty: 4462.953125
	Iteration 83Q: 3 clusters Score -978765.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -978768.875000 Penalty: 4462.953125
	Iteration 84Q: 3 clusters Score -978768.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -978771.312500 Penalty: 4462.953125
	Iteration 85Q: 3 clusters Score -978771.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -978774.562500 Penalty: 4462.953125
	Iteration 86Q: 3 clusters Score -978774.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -978777.750000 Penalty: 4462.953125
	Iteration 87Q: 3 clusters Score -978777.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -978780.062500 Penalty: 4462.953125
	Iteration 88Q: 3 clusters Score -978780.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -978781.875000 Penalty: 4462.953125
	Iteration 89Q: 3 clusters Score -978781.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -978784.312500 Penalty: 4462.953125
	Iteration 90Q: 3 clusters Score -978784.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -978784.000000 Penalty: 4462.953125
	Iteration 91Q: 3 clusters Score -978784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -978787.000000 Penalty: 4462.953125
	Iteration 92Q: 3 clusters Score -978787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -978787.625000 Penalty: 4462.953125
	Iteration 93Q: 3 clusters Score -978787.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -978789.125000 Penalty: 4462.953125
	Iteration 94Q: 3 clusters Score -978789.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -978787.687500 Penalty: 4462.953125
	Iteration 95Q: 3 clusters Score -978787.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -978790.062500 Penalty: 4462.953125
	Iteration 96Q: 3 clusters Score -978790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -978793.750000 Penalty: 4462.953125
	Iteration 97Q: 3 clusters Score -978793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -978792.500000 Penalty: 4462.953125
	Iteration 98Q: 3 clusters Score -978792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -978792.062500 Penalty: 4462.953125
	Iteration 99Q: 3 clusters Score -978792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -978794.687500 Penalty: 4462.953125
	Iteration 100F: 3 clusters Score -978794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -978796.437500 Penalty: 4462.953125
	Iteration 101Q: 3 clusters Score -978796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -978799.375000 Penalty: 4462.953125
	Iteration 102Q: 3 clusters Score -978799.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -978799.250000 Penalty: 4462.953125
	Iteration 103Q: 3 clusters Score -978799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -978798.187500 Penalty: 4462.953125
	Iteration 104Q: 3 clusters Score -978798.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -978799.875000 Penalty: 4462.953125
	Iteration 105Q: 3 clusters Score -978799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -978802.625000 Penalty: 4462.953125
	Iteration 106Q: 3 clusters Score -978802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -978806.062500 Penalty: 4462.953125
	Iteration 107Q: 3 clusters Score -978806.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -978805.312500 Penalty: 4462.953125
	Iteration 108Q: 3 clusters Score -978805.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -978808.562500 Penalty: 4462.953125
	Iteration 109Q: 3 clusters Score -978808.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -978808.812500 Penalty: 4462.953125
	Iteration 110Q: 3 clusters Score -978808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -978808.625000 Penalty: 4462.953125
	Iteration 111Q: 3 clusters Score -978808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -978808.000000 Penalty: 4462.953125
	Iteration 112Q: 3 clusters Score -978808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -978806.625000 Penalty: 4462.953125
	Iteration 113Q: 3 clusters Score -978806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -978809.625000 Penalty: 4462.953125
	Iteration 114Q: 3 clusters Score -978809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -978809.625000 Penalty: 4462.953125
	Iteration 115F: 3 clusters Score -978809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (80058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Entering Unmasked Estep 
Score: -10336397.000000 Penalty: 2800.045654
	Iteration 0F: 2 clusters Score -1.03364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -10282788.000000 Penalty: 5600.091309
	Iteration 0F: 3 clusters Score -1.028279e+07 nChanged 37616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -10303868.000000 Penalty: 5600.091309
	Iteration 1F: 3 clusters Score -1.030387e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -10304446.000000 Penalty: 5600.091309
	Iteration 2Q: 3 clusters Score -1.030445e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -10305034.000000 Penalty: 5600.091309
	Iteration 3Q: 3 clusters Score -1.030503e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -10305698.000000 Penalty: 5600.091309
	Iteration 4Q: 3 clusters Score -1.03057e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -10306622.000000 Penalty: 5600.091309
	Iteration 5Q: 3 clusters Score -1.030662e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -10307610.000000 Penalty: 5600.091309
	Iteration 6Q: 3 clusters Score -1.030761e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -10308959.000000 Penalty: 5600.091309
	Iteration 7Q: 3 clusters Score -1.030896e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -10310436.000000 Penalty: 5600.091309
	Iteration 8Q: 3 clusters Score -1.031044e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -10312172.000000 Penalty: 5600.091309
	Iteration 9F: 3 clusters Score -1.031217e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -10313881.000000 Penalty: 5600.091309
	Iteration 10Q: 3 clusters Score -1.031388e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -10315670.000000 Penalty: 5600.091309
	Iteration 11Q: 3 clusters Score -1.031567e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -10317659.000000 Penalty: 5600.091309
	Iteration 12Q: 3 clusters Score -1.031766e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -10320015.000000 Penalty: 5600.091309
	Iteration 13Q: 3 clusters Score -1.032002e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -10322856.000000 Penalty: 5600.091309
	Iteration 14Q: 3 clusters Score -1.032286e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -10325695.000000 Penalty: 5600.091309
	Iteration 15Q: 3 clusters Score -1.03257e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -10328169.000000 Penalty: 5600.091309
	Iteration 16Q: 3 clusters Score -1.032817e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -10329978.000000 Penalty: 5600.091309
	Iteration 17Q: 3 clusters Score -1.032998e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -10331081.000000 Penalty: 5600.091309
	Iteration 18Q: 3 clusters Score -1.033108e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -10331898.000000 Penalty: 5600.091309
	Iteration 19Q: 3 clusters Score -1.03319e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76466 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -10332441.000000 Penalty: 5600.091309
	Iteration 20F: 3 clusters Score -1.033244e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -10332817.000000 Penalty: 5600.091309
	Iteration 21Q: 3 clusters Score -1.033282e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -10333063.000000 Penalty: 5600.091309
	Iteration 22Q: 3 clusters Score -1.033306e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -10333242.000000 Penalty: 5600.091309
	Iteration 23Q: 3 clusters Score -1.033324e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -10333399.000000 Penalty: 5600.091309
	Iteration 24Q: 3 clusters Score -1.03334e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -10333511.000000 Penalty: 5600.091309
	Iteration 25Q: 3 clusters Score -1.033351e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -10333573.000000 Penalty: 5600.091309
	Iteration 26Q: 3 clusters Score -1.033357e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78603 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -10333642.000000 Penalty: 5600.091309
	Iteration 27Q: 3 clusters Score -1.033364e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -10333692.000000 Penalty: 5600.091309
	Iteration 28Q: 3 clusters Score -1.033369e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10333730.000000 Penalty: 5600.091309
	Iteration 29Q: 3 clusters Score -1.033373e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -10333780.000000 Penalty: 5600.091309
	Iteration 30Q: 3 clusters Score -1.033378e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10333812.000000 Penalty: 5600.091309
	Iteration 31Q: 3 clusters Score -1.033381e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78980 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10333810.000000 Penalty: 5600.091309
	Iteration 32Q: 3 clusters Score -1.033381e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10333831.000000 Penalty: 5600.091309
	Iteration 33Q: 3 clusters Score -1.033383e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10333858.000000 Penalty: 5600.091309
	Iteration 34Q: 3 clusters Score -1.033386e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10333859.000000 Penalty: 5600.091309
	Iteration 35Q: 3 clusters Score -1.033386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10333856.000000 Penalty: 5600.091309
	Iteration 36Q: 3 clusters Score -1.033386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10333856.000000 Penalty: 5600.091309
	Iteration 37Q: 3 clusters Score -1.033386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10333861.000000 Penalty: 5600.091309
	Iteration 38Q: 3 clusters Score -1.033386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10333856.000000 Penalty: 5600.091309
	Iteration 39Q: 3 clusters Score -1.033386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10333868.000000 Penalty: 5600.091309
	Iteration 40F: 3 clusters Score -1.033387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10333877.000000 Penalty: 5600.091309
	Iteration 41Q: 3 clusters Score -1.033388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10333875.000000 Penalty: 5600.091309
	Iteration 42Q: 3 clusters Score -1.033388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10333878.000000 Penalty: 5600.091309
	Iteration 43Q: 3 clusters Score -1.033388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79181 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10333881.000000 Penalty: 5600.091309
	Iteration 44Q: 3 clusters Score -1.033388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10333881.000000 Penalty: 5600.091309
	Iteration 45Q: 3 clusters Score -1.033388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10333887.000000 Penalty: 5600.091309
	Iteration 46Q: 3 clusters Score -1.033389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -10333889.000000 Penalty: 5600.091309
	Iteration 47Q: 3 clusters Score -1.033389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10333890.000000 Penalty: 5600.091309
	Iteration 48Q: 3 clusters Score -1.033389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10333896.000000 Penalty: 5600.091309
	Iteration 49Q: 3 clusters Score -1.03339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79212 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10333901.000000 Penalty: 5600.091309
	Iteration 50Q: 3 clusters Score -1.03339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79212 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10333901.000000 Penalty: 5600.091309
	Iteration 51F: 3 clusters Score -1.03339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 29871 members 
Mstep: Class 3 contains 43839 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156932 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 17875 members 
Mstep: Class 10 contains 286086 members 
Mstep: Class 11 contains 12584 members 
Mstep: Class 12 contains 10090 members 
Mstep: Class 13 contains 3487 members 
Mstep: Class 14 contains 19451 members 
Mstep: Class 15 contains 7917 members 
Mstep: Class 16 contains 5322 members 
Mstep: Class 17 contains 34077 members 
Mstep: Class 18 contains 7853 members 
Mstep: Class 19 contains 6889 members 
Mstep: Class 20 contains 99963 members 
Mstep: Class 21 contains 151617 members 
Mstep: Class 22 contains 45260 members 
Mstep: Class 23 contains 27586 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19944 members 
Mstep: Class 27 contains 105388 members 
Mstep: Class 28 contains 13843 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8086 members 
Mstep: Class 32 contains 80058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736048.000000 Penalty: 111509.140625
Iteration 199Q: 33 clusters Score -1.57736e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 29878 members 
Mstep: Class 3 contains 43841 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156929 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 17895 members 
Mstep: Class 10 contains 286108 members 
Mstep: Class 11 contains 12589 members 
Mstep: Class 12 contains 10076 members 
Mstep: Class 13 contains 3557 members 
Mstep: Class 14 contains 19452 members 
Mstep: Class 15 contains 7915 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 34080 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 6885 members 
Mstep: Class 20 contains 99961 members 
Mstep: Class 21 contains 151606 members 
Mstep: Class 22 contains 45294 members 
Mstep: Class 23 contains 27583 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19924 members 
Mstep: Class 27 contains 105394 members 
Mstep: Class 28 contains 13819 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8087 members 
Mstep: Class 32 contains 80053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736064.000000 Penalty: 111509.140625
Iteration 200F: 33 clusters Score -1.577361e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 29881 members 
Mstep: Class 3 contains 43840 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156929 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 5732 members 
Mstep: Class 9 contains 17914 members 
Mstep: Class 10 contains 286122 members 
Mstep: Class 11 contains 12589 members 
Mstep: Class 12 contains 10067 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 19456 members 
Mstep: Class 15 contains 7910 members 
Mstep: Class 16 contains 5146 members 
Mstep: Class 17 contains 34081 members 
Mstep: Class 18 contains 7859 members 
Mstep: Class 19 contains 6882 members 
Mstep: Class 20 contains 99963 members 
Mstep: Class 21 contains 151604 members 
Mstep: Class 22 contains 45310 members 
Mstep: Class 23 contains 27580 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19917 members 
Mstep: Class 27 contains 105410 members 
Mstep: Class 28 contains 13801 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8085 members 
Mstep: Class 32 contains 80053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736016.000000 Penalty: 111509.140625
Iteration 201Q: 33 clusters Score -1.57736e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 29888 members 
Mstep: Class 3 contains 43842 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156929 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4481 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 17927 members 
Mstep: Class 10 contains 286124 members 
Mstep: Class 11 contains 12584 members 
Mstep: Class 12 contains 10059 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 19460 members 
Mstep: Class 15 contains 7898 members 
Mstep: Class 16 contains 5083 members 
Mstep: Class 17 contains 34087 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 6878 members 
Mstep: Class 20 contains 99964 members 
Mstep: Class 21 contains 151596 members 
Mstep: Class 22 contains 45339 members 
Mstep: Class 23 contains 27583 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19906 members 
Mstep: Class 27 contains 105413 members 
Mstep: Class 28 contains 13777 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8084 members 
Mstep: Class 32 contains 80044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736240.000000 Penalty: 111509.140625
Iteration 202Q: 33 clusters Score -1.577362e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 29894 members 
Mstep: Class 3 contains 43849 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156929 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4477 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 17934 members 
Mstep: Class 10 contains 286126 members 
Mstep: Class 11 contains 12579 members 
Mstep: Class 12 contains 10053 members 
Mstep: Class 13 contains 3759 members 
Mstep: Class 14 contains 19459 members 
Mstep: Class 15 contains 7891 members 
Mstep: Class 16 contains 5042 members 
Mstep: Class 17 contains 34088 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 6873 members 
Mstep: Class 20 contains 99964 members 
Mstep: Class 21 contains 151576 members 
Mstep: Class 22 contains 45376 members 
Mstep: Class 23 contains 27582 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19905 members 
Mstep: Class 27 contains 105418 members 
Mstep: Class 28 contains 13759 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8086 members 
Mstep: Class 32 contains 80034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736640.000000 Penalty: 111509.140625
Iteration 203Q: 33 clusters Score -1.577366e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 29902 members 
Mstep: Class 3 contains 43855 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156927 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 17932 members 
Mstep: Class 10 contains 286128 members 
Mstep: Class 11 contains 12575 members 
Mstep: Class 12 contains 10044 members 
Mstep: Class 13 contains 3797 members 
Mstep: Class 14 contains 19458 members 
Mstep: Class 15 contains 7887 members 
Mstep: Class 16 contains 5016 members 
Mstep: Class 17 contains 34097 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 6866 members 
Mstep: Class 20 contains 99959 members 
Mstep: Class 21 contains 151556 members 
Mstep: Class 22 contains 45414 members 
Mstep: Class 23 contains 27586 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19900 members 
Mstep: Class 27 contains 105424 members 
Mstep: Class 28 contains 13740 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8092 members 
Mstep: Class 32 contains 80018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736688.000000 Penalty: 111509.140625
Iteration 204Q: 33 clusters Score -1.577367e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 29911 members 
Mstep: Class 3 contains 43856 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156919 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 5743 members 
Mstep: Class 9 contains 17932 members 
Mstep: Class 10 contains 286141 members 
Mstep: Class 11 contains 12569 members 
Mstep: Class 12 contains 10034 members 
Mstep: Class 13 contains 3831 members 
Mstep: Class 14 contains 19458 members 
Mstep: Class 15 contains 7881 members 
Mstep: Class 16 contains 4996 members 
Mstep: Class 17 contains 34102 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 6856 members 
Mstep: Class 20 contains 99962 members 
Mstep: Class 21 contains 151544 members 
Mstep: Class 22 contains 45439 members 
Mstep: Class 23 contains 27582 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19884 members 
Mstep: Class 27 contains 105437 members 
Mstep: Class 28 contains 13737 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8092 members 
Mstep: Class 32 contains 80009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157736832.000000 Penalty: 111509.140625
Iteration 205Q: 33 clusters Score -1.577368e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 29913 members 
Mstep: Class 3 contains 43860 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156918 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4473 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 17927 members 
Mstep: Class 10 contains 286142 members 
Mstep: Class 11 contains 12564 members 
Mstep: Class 12 contains 10023 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 19459 members 
Mstep: Class 15 contains 7877 members 
Mstep: Class 16 contains 4980 members 
Mstep: Class 17 contains 34113 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 6852 members 
Mstep: Class 20 contains 99962 members 
Mstep: Class 21 contains 151534 members 
Mstep: Class 22 contains 45464 members 
Mstep: Class 23 contains 27575 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19869 members 
Mstep: Class 27 contains 105446 members 
Mstep: Class 28 contains 13735 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8093 members 
Mstep: Class 32 contains 80000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737104.000000 Penalty: 111509.140625
Iteration 206Q: 33 clusters Score -1.577371e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 29917 members 
Mstep: Class 3 contains 43864 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156912 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 17919 members 
Mstep: Class 10 contains 286147 members 
Mstep: Class 11 contains 12562 members 
Mstep: Class 12 contains 10016 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 19462 members 
Mstep: Class 15 contains 7872 members 
Mstep: Class 16 contains 4975 members 
Mstep: Class 17 contains 34123 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 6846 members 
Mstep: Class 20 contains 99958 members 
Mstep: Class 21 contains 151523 members 
Mstep: Class 22 contains 45477 members 
Mstep: Class 23 contains 27576 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19853 members 
Mstep: Class 27 contains 105458 members 
Mstep: Class 28 contains 13731 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8098 members 
Mstep: Class 32 contains 79988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737104.000000 Penalty: 111509.140625
Iteration 207Q: 33 clusters Score -1.577371e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 29920 members 
Mstep: Class 3 contains 43867 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156910 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5752 members 
Mstep: Class 9 contains 17918 members 
Mstep: Class 10 contains 286140 members 
Mstep: Class 11 contains 12561 members 
Mstep: Class 12 contains 10010 members 
Mstep: Class 13 contains 3909 members 
Mstep: Class 14 contains 19467 members 
Mstep: Class 15 contains 7879 members 
Mstep: Class 16 contains 4968 members 
Mstep: Class 17 contains 34127 members 
Mstep: Class 18 contains 7879 members 
Mstep: Class 19 contains 6846 members 
Mstep: Class 20 contains 99954 members 
Mstep: Class 21 contains 151520 members 
Mstep: Class 22 contains 45499 members 
Mstep: Class 23 contains 27579 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19834 members 
Mstep: Class 27 contains 105454 members 
Mstep: Class 28 contains 13729 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8097 members 
Mstep: Class 32 contains 79985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737120.000000 Penalty: 111509.140625
Iteration 208Q: 33 clusters Score -1.577371e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 29924 members 
Mstep: Class 3 contains 43868 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156906 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5754 members 
Mstep: Class 9 contains 17905 members 
Mstep: Class 10 contains 286138 members 
Mstep: Class 11 contains 12559 members 
Mstep: Class 12 contains 10000 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 19468 members 
Mstep: Class 15 contains 7881 members 
Mstep: Class 16 contains 4956 members 
Mstep: Class 17 contains 34126 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 6847 members 
Mstep: Class 20 contains 99944 members 
Mstep: Class 21 contains 151505 members 
Mstep: Class 22 contains 45528 members 
Mstep: Class 23 contains 27588 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19825 members 
Mstep: Class 27 contains 105460 members 
Mstep: Class 28 contains 13731 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8097 members 
Mstep: Class 32 contains 79977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737216.000000 Penalty: 111509.140625
Iteration 209Q: 33 clusters Score -1.577372e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 29925 members 
Mstep: Class 3 contains 43869 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 156905 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 17901 members 
Mstep: Class 10 contains 286142 members 
Mstep: Class 11 contains 12557 members 
Mstep: Class 12 contains 9990 members 
Mstep: Class 13 contains 3954 members 
Mstep: Class 14 contains 19471 members 
Mstep: Class 15 contains 7879 members 
Mstep: Class 16 contains 4952 members 
Mstep: Class 17 contains 34129 members 
Mstep: Class 18 contains 7888 members 
Mstep: Class 19 contains 6839 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151486 members 
Mstep: Class 22 contains 45553 members 
Mstep: Class 23 contains 27583 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19811 members 
Mstep: Class 27 contains 105462 members 
Mstep: Class 28 contains 13732 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8102 members 
Mstep: Class 32 contains 79974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737296.000000 Penalty: 111509.140625
Iteration 210Q: 33 clusters Score -1.577373e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 29927 members 
Mstep: Class 3 contains 43869 members 
Mstep: Class 4 contains 3556 members 
Mstep: Class 5 contains 156906 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5760 members 
Mstep: Class 9 contains 17905 members 
Mstep: Class 10 contains 286144 members 
Mstep: Class 11 contains 12560 members 
Mstep: Class 12 contains 9985 members 
Mstep: Class 13 contains 3970 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7876 members 
Mstep: Class 16 contains 4950 members 
Mstep: Class 17 contains 34137 members 
Mstep: Class 18 contains 7891 members 
Mstep: Class 19 contains 6836 members 
Mstep: Class 20 contains 99942 members 
Mstep: Class 21 contains 151475 members 
Mstep: Class 22 contains 45577 members 
Mstep: Class 23 contains 27574 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19777 members 
Mstep: Class 27 contains 105467 members 
Mstep: Class 28 contains 13732 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8104 members 
Mstep: Class 32 contains 79971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737472.000000 Penalty: 111509.140625
Iteration 211Q: 33 clusters Score -1.577375e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 29928 members 
Mstep: Class 3 contains 43870 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156901 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5762 members 
Mstep: Class 9 contains 17895 members 
Mstep: Class 10 contains 286154 members 
Mstep: Class 11 contains 12566 members 
Mstep: Class 12 contains 9976 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 7870 members 
Mstep: Class 16 contains 4948 members 
Mstep: Class 17 contains 34143 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 6834 members 
Mstep: Class 20 contains 99937 members 
Mstep: Class 21 contains 151463 members 
Mstep: Class 22 contains 45588 members 
Mstep: Class 23 contains 27572 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19771 members 
Mstep: Class 27 contains 105472 members 
Mstep: Class 28 contains 13732 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8108 members 
Mstep: Class 32 contains 79968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737360.000000 Penalty: 111509.140625
Iteration 212Q: 33 clusters Score -1.577374e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 29930 members 
Mstep: Class 3 contains 43869 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 156898 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5763 members 
Mstep: Class 9 contains 17892 members 
Mstep: Class 10 contains 286159 members 
Mstep: Class 11 contains 12567 members 
Mstep: Class 12 contains 9971 members 
Mstep: Class 13 contains 3999 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7866 members 
Mstep: Class 16 contains 4946 members 
Mstep: Class 17 contains 34145 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 6836 members 
Mstep: Class 20 contains 99938 members 
Mstep: Class 21 contains 151457 members 
Mstep: Class 22 contains 45603 members 
Mstep: Class 23 contains 27572 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19753 members 
Mstep: Class 27 contains 105474 members 
Mstep: Class 28 contains 13733 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8110 members 
Mstep: Class 32 contains 79958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737456.000000 Penalty: 111509.140625
Iteration 213Q: 33 clusters Score -1.577375e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 29928 members 
Mstep: Class 3 contains 43868 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 156900 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5765 members 
Mstep: Class 9 contains 17892 members 
Mstep: Class 10 contains 286167 members 
Mstep: Class 11 contains 12568 members 
Mstep: Class 12 contains 9965 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7865 members 
Mstep: Class 16 contains 4946 members 
Mstep: Class 17 contains 34147 members 
Mstep: Class 18 contains 7893 members 
Mstep: Class 19 contains 6834 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151445 members 
Mstep: Class 22 contains 45617 members 
Mstep: Class 23 contains 27569 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19734 members 
Mstep: Class 27 contains 105481 members 
Mstep: Class 28 contains 13733 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8111 members 
Mstep: Class 32 contains 79949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737232.000000 Penalty: 111509.140625
Iteration 214Q: 33 clusters Score -1.577372e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 29930 members 
Mstep: Class 3 contains 43869 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156896 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5766 members 
Mstep: Class 9 contains 17897 members 
Mstep: Class 10 contains 286172 members 
Mstep: Class 11 contains 12570 members 
Mstep: Class 12 contains 9966 members 
Mstep: Class 13 contains 4028 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7861 members 
Mstep: Class 16 contains 4943 members 
Mstep: Class 17 contains 34148 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 6835 members 
Mstep: Class 20 contains 99942 members 
Mstep: Class 21 contains 151439 members 
Mstep: Class 22 contains 45643 members 
Mstep: Class 23 contains 27565 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19711 members 
Mstep: Class 27 contains 105474 members 
Mstep: Class 28 contains 13735 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8107 members 
Mstep: Class 32 contains 79945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737520.000000 Penalty: 111509.140625
Iteration 215Q: 33 clusters Score -1.577375e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 29930 members 
Mstep: Class 3 contains 43871 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156895 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5766 members 
Mstep: Class 9 contains 17906 members 
Mstep: Class 10 contains 286176 members 
Mstep: Class 11 contains 12566 members 
Mstep: Class 12 contains 9964 members 
Mstep: Class 13 contains 4041 members 
Mstep: Class 14 contains 19472 members 
Mstep: Class 15 contains 7857 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 34147 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 6836 members 
Mstep: Class 20 contains 99944 members 
Mstep: Class 21 contains 151436 members 
Mstep: Class 22 contains 45669 members 
Mstep: Class 23 contains 27561 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19702 members 
Mstep: Class 27 contains 105463 members 
Mstep: Class 28 contains 13736 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8104 members 
Mstep: Class 32 contains 79937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737536.000000 Penalty: 111509.140625
Iteration 216Q: 33 clusters Score -1.577375e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 29928 members 
Mstep: Class 3 contains 43868 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156887 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5767 members 
Mstep: Class 9 contains 17909 members 
Mstep: Class 10 contains 286178 members 
Mstep: Class 11 contains 12563 members 
Mstep: Class 12 contains 9964 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7853 members 
Mstep: Class 16 contains 4932 members 
Mstep: Class 17 contains 34146 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 6835 members 
Mstep: Class 20 contains 99952 members 
Mstep: Class 21 contains 151420 members 
Mstep: Class 22 contains 45704 members 
Mstep: Class 23 contains 27562 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19685 members 
Mstep: Class 27 contains 105462 members 
Mstep: Class 28 contains 13737 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8100 members 
Mstep: Class 32 contains 79932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737584.000000 Penalty: 111509.140625
Iteration 217Q: 33 clusters Score -1.577376e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 29928 members 
Mstep: Class 3 contains 43871 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156885 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5769 members 
Mstep: Class 9 contains 17913 members 
Mstep: Class 10 contains 286176 members 
Mstep: Class 11 contains 12566 members 
Mstep: Class 12 contains 9960 members 
Mstep: Class 13 contains 4070 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7853 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 34146 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 6834 members 
Mstep: Class 20 contains 99952 members 
Mstep: Class 21 contains 151416 members 
Mstep: Class 22 contains 45725 members 
Mstep: Class 23 contains 27560 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19666 members 
Mstep: Class 27 contains 105463 members 
Mstep: Class 28 contains 13736 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8097 members 
Mstep: Class 32 contains 79926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737648.000000 Penalty: 111509.140625
Iteration 218Q: 33 clusters Score -1.577376e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 29929 members 
Mstep: Class 3 contains 43872 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156877 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5774 members 
Mstep: Class 9 contains 17920 members 
Mstep: Class 10 contains 286178 members 
Mstep: Class 11 contains 12568 members 
Mstep: Class 12 contains 9949 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7853 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 17 contains 34145 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 6836 members 
Mstep: Class 20 contains 99948 members 
Mstep: Class 21 contains 151404 members 
Mstep: Class 22 contains 45751 members 
Mstep: Class 23 contains 27557 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19655 members 
Mstep: Class 27 contains 105462 members 
Mstep: Class 28 contains 13737 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8097 members 
Mstep: Class 32 contains 79919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737792.000000 Penalty: 111509.140625
Iteration 219Q: 33 clusters Score -1.577378e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 29928 members 
Mstep: Class 3 contains 43873 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156868 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 17925 members 
Mstep: Class 10 contains 286189 members 
Mstep: Class 11 contains 12566 members 
Mstep: Class 12 contains 9939 members 
Mstep: Class 13 contains 4088 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7854 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 17 contains 34143 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 6838 members 
Mstep: Class 20 contains 99947 members 
Mstep: Class 21 contains 151390 members 
Mstep: Class 22 contains 45769 members 
Mstep: Class 23 contains 27555 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19653 members 
Mstep: Class 27 contains 105464 members 
Mstep: Class 28 contains 13737 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8096 members 
Mstep: Class 32 contains 79916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737648.000000 Penalty: 111509.140625
Iteration 220F: 33 clusters Score -1.577376e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 29929 members 
Mstep: Class 3 contains 43874 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156860 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 17927 members 
Mstep: Class 10 contains 286203 members 
Mstep: Class 11 contains 12564 members 
Mstep: Class 12 contains 9930 members 
Mstep: Class 13 contains 4099 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7854 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 17 contains 34147 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 6837 members 
Mstep: Class 20 contains 99947 members 
Mstep: Class 21 contains 151388 members 
Mstep: Class 22 contains 45789 members 
Mstep: Class 23 contains 27552 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19638 members 
Mstep: Class 27 contains 105458 members 
Mstep: Class 28 contains 13737 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8096 members 
Mstep: Class 32 contains 79909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737712.000000 Penalty: 111509.140625
Iteration 221Q: 33 clusters Score -1.577377e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 29932 members 
Mstep: Class 3 contains 43875 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156857 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5785 members 
Mstep: Class 9 contains 17928 members 
Mstep: Class 10 contains 286205 members 
Mstep: Class 11 contains 12560 members 
Mstep: Class 12 contains 9924 members 
Mstep: Class 13 contains 4111 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7854 members 
Mstep: Class 16 contains 4919 members 
Mstep: Class 17 contains 34146 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 6838 members 
Mstep: Class 20 contains 99945 members 
Mstep: Class 21 contains 151378 members 
Mstep: Class 22 contains 45807 members 
Mstep: Class 23 contains 27548 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19628 members 
Mstep: Class 27 contains 105458 members 
Mstep: Class 28 contains 13739 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8096 members 
Mstep: Class 32 contains 79909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737824.000000 Penalty: 111509.140625
Iteration 222Q: 33 clusters Score -1.577378e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 29932 members 
Mstep: Class 3 contains 43875 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156851 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 17932 members 
Mstep: Class 10 contains 286214 members 
Mstep: Class 11 contains 12558 members 
Mstep: Class 12 contains 9918 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7853 members 
Mstep: Class 16 contains 4919 members 
Mstep: Class 17 contains 34144 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 6839 members 
Mstep: Class 20 contains 99943 members 
Mstep: Class 21 contains 151372 members 
Mstep: Class 22 contains 45815 members 
Mstep: Class 23 contains 27546 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19620 members 
Mstep: Class 27 contains 105457 members 
Mstep: Class 28 contains 13738 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8096 members 
Mstep: Class 32 contains 79908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 111509.140625
Iteration 223Q: 33 clusters Score -1.577377e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 29933 members 
Mstep: Class 3 contains 43878 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156849 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 17932 members 
Mstep: Class 10 contains 286217 members 
Mstep: Class 11 contains 12556 members 
Mstep: Class 12 contains 9912 members 
Mstep: Class 13 contains 4143 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7852 members 
Mstep: Class 16 contains 4917 members 
Mstep: Class 17 contains 34145 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 6839 members 
Mstep: Class 20 contains 99943 members 
Mstep: Class 21 contains 151360 members 
Mstep: Class 22 contains 45824 members 
Mstep: Class 23 contains 27542 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19610 members 
Mstep: Class 27 contains 105460 members 
Mstep: Class 28 contains 13738 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8095 members 
Mstep: Class 32 contains 79908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 111509.140625
Iteration 224Q: 33 clusters Score -1.577377e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 29934 members 
Mstep: Class 3 contains 43877 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156850 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 17931 members 
Mstep: Class 10 contains 286220 members 
Mstep: Class 11 contains 12554 members 
Mstep: Class 12 contains 9911 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7851 members 
Mstep: Class 16 contains 4917 members 
Mstep: Class 17 contains 34146 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 6839 members 
Mstep: Class 20 contains 99942 members 
Mstep: Class 21 contains 151349 members 
Mstep: Class 22 contains 45830 members 
Mstep: Class 23 contains 27541 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19604 members 
Mstep: Class 27 contains 105462 members 
Mstep: Class 28 contains 13738 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8095 members 
Mstep: Class 32 contains 79906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737808.000000 Penalty: 111509.140625
Iteration 225Q: 33 clusters Score -1.577378e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 29933 members 
Mstep: Class 3 contains 43879 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156848 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 17931 members 
Mstep: Class 10 contains 286221 members 
Mstep: Class 11 contains 12554 members 
Mstep: Class 12 contains 9909 members 
Mstep: Class 13 contains 4173 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7850 members 
Mstep: Class 16 contains 4913 members 
Mstep: Class 17 contains 34148 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 6835 members 
Mstep: Class 20 contains 99943 members 
Mstep: Class 21 contains 151345 members 
Mstep: Class 22 contains 45843 members 
Mstep: Class 23 contains 27546 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19586 members 
Mstep: Class 27 contains 105464 members 
Mstep: Class 28 contains 13739 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8093 members 
Mstep: Class 32 contains 79904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737776.000000 Penalty: 111509.140625
Iteration 226Q: 33 clusters Score -1.577378e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 29934 members 
Mstep: Class 3 contains 43882 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156847 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 5788 members 
Mstep: Class 9 contains 17924 members 
Mstep: Class 10 contains 286220 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9907 members 
Mstep: Class 13 contains 4179 members 
Mstep: Class 14 contains 19472 members 
Mstep: Class 15 contains 7850 members 
Mstep: Class 16 contains 4909 members 
Mstep: Class 17 contains 34152 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 6834 members 
Mstep: Class 20 contains 99943 members 
Mstep: Class 21 contains 151337 members 
Mstep: Class 22 contains 45863 members 
Mstep: Class 23 contains 27552 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19573 members 
Mstep: Class 27 contains 105463 members 
Mstep: Class 28 contains 13740 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8094 members 
Mstep: Class 32 contains 79902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737664.000000 Penalty: 111509.140625
Iteration 227Q: 33 clusters Score -1.577377e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 29936 members 
Mstep: Class 3 contains 43885 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156847 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 17923 members 
Mstep: Class 10 contains 286226 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9903 members 
Mstep: Class 13 contains 4188 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7851 members 
Mstep: Class 16 contains 4904 members 
Mstep: Class 17 contains 34153 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 99941 members 
Mstep: Class 21 contains 151329 members 
Mstep: Class 22 contains 45877 members 
Mstep: Class 23 contains 27550 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19579 members 
Mstep: Class 27 contains 105458 members 
Mstep: Class 28 contains 13739 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8095 members 
Mstep: Class 32 contains 79893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737584.000000 Penalty: 111509.140625
Iteration 228Q: 33 clusters Score -1.577376e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 29937 members 
Mstep: Class 3 contains 43888 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156847 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 17924 members 
Mstep: Class 10 contains 286227 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9898 members 
Mstep: Class 13 contains 4196 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 7850 members 
Mstep: Class 16 contains 4898 members 
Mstep: Class 17 contains 34154 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 6831 members 
Mstep: Class 20 contains 99937 members 
Mstep: Class 21 contains 151318 members 
Mstep: Class 22 contains 45889 members 
Mstep: Class 23 contains 27549 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19582 members 
Mstep: Class 27 contains 105453 members 
Mstep: Class 28 contains 13739 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8096 members 
Mstep: Class 32 contains 79892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737648.000000 Penalty: 111509.140625
Iteration 229Q: 33 clusters Score -1.577376e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 29938 members 
Mstep: Class 3 contains 43890 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156847 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 17926 members 
Mstep: Class 10 contains 286243 members 
Mstep: Class 11 contains 12553 members 
Mstep: Class 12 contains 9894 members 
Mstep: Class 13 contains 4202 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7850 members 
Mstep: Class 16 contains 4893 members 
Mstep: Class 17 contains 34155 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 6831 members 
Mstep: Class 20 contains 99936 members 
Mstep: Class 21 contains 151307 members 
Mstep: Class 22 contains 45908 members 
Mstep: Class 23 contains 27545 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19569 members 
Mstep: Class 27 contains 105451 members 
Mstep: Class 28 contains 13740 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8095 members 
Mstep: Class 32 contains 79883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737552.000000 Penalty: 111509.140625
Iteration 230Q: 33 clusters Score -1.577376e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 29940 members 
Mstep: Class 3 contains 43889 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156841 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 17925 members 
Mstep: Class 10 contains 286261 members 
Mstep: Class 11 contains 12556 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 4205 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7850 members 
Mstep: Class 16 contains 4887 members 
Mstep: Class 17 contains 34153 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 99936 members 
Mstep: Class 21 contains 151296 members 
Mstep: Class 22 contains 45932 members 
Mstep: Class 23 contains 27539 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19564 members 
Mstep: Class 27 contains 105448 members 
Mstep: Class 28 contains 13740 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8093 members 
Mstep: Class 32 contains 79880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737456.000000 Penalty: 111509.140625
Iteration 231Q: 33 clusters Score -1.577375e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 29946 members 
Mstep: Class 3 contains 43890 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156835 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 17923 members 
Mstep: Class 10 contains 286276 members 
Mstep: Class 11 contains 12556 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 4209 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 7850 members 
Mstep: Class 16 contains 4883 members 
Mstep: Class 17 contains 34153 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 99936 members 
Mstep: Class 21 contains 151290 members 
Mstep: Class 22 contains 45945 members 
Mstep: Class 23 contains 27538 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19553 members 
Mstep: Class 27 contains 105449 members 
Mstep: Class 28 contains 13740 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8092 members 
Mstep: Class 32 contains 79873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737488.000000 Penalty: 111509.140625
Iteration 232Q: 33 clusters Score -1.577375e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 29950 members 
Mstep: Class 3 contains 43892 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156831 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5785 members 
Mstep: Class 9 contains 17921 members 
Mstep: Class 10 contains 286288 members 
Mstep: Class 11 contains 12556 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 4214 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7849 members 
Mstep: Class 16 contains 4882 members 
Mstep: Class 17 contains 34153 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 99935 members 
Mstep: Class 21 contains 151279 members 
Mstep: Class 22 contains 45957 members 
Mstep: Class 23 contains 27531 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19553 members 
Mstep: Class 27 contains 105449 members 
Mstep: Class 28 contains 13740 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8092 members 
Mstep: Class 32 contains 79868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737552.000000 Penalty: 111509.140625
Iteration 233Q: 33 clusters Score -1.577376e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 29953 members 
Mstep: Class 3 contains 43893 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 156832 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 17924 members 
Mstep: Class 10 contains 286300 members 
Mstep: Class 11 contains 12556 members 
Mstep: Class 12 contains 9878 members 
Mstep: Class 13 contains 4213 members 
Mstep: Class 14 contains 19472 members 
Mstep: Class 15 contains 7849 members 
Mstep: Class 16 contains 4885 members 
Mstep: Class 17 contains 34154 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 99933 members 
Mstep: Class 21 contains 151269 members 
Mstep: Class 22 contains 45965 members 
Mstep: Class 23 contains 27525 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19555 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13741 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8093 members 
Mstep: Class 32 contains 79860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737584.000000 Penalty: 111509.140625
Iteration 234Q: 33 clusters Score -1.577376e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 29958 members 
Mstep: Class 3 contains 43893 members 
Mstep: Class 4 contains 3553 members 
Mstep: Class 5 contains 156826 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5788 members 
Mstep: Class 9 contains 17924 members 
Mstep: Class 10 contains 286318 members 
Mstep: Class 11 contains 12555 members 
Mstep: Class 12 contains 9877 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7847 members 
Mstep: Class 16 contains 4885 members 
Mstep: Class 17 contains 34153 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 6831 members 
Mstep: Class 20 contains 99933 members 
Mstep: Class 21 contains 151258 members 
Mstep: Class 22 contains 45973 members 
Mstep: Class 23 contains 27522 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19557 members 
Mstep: Class 27 contains 105444 members 
Mstep: Class 28 contains 13741 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8091 members 
Mstep: Class 32 contains 79849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737760.000000 Penalty: 111509.140625
Iteration 235Q: 33 clusters Score -1.577378e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 29961 members 
Mstep: Class 3 contains 43895 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156818 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 17922 members 
Mstep: Class 10 contains 286326 members 
Mstep: Class 11 contains 12558 members 
Mstep: Class 12 contains 9876 members 
Mstep: Class 13 contains 4225 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7847 members 
Mstep: Class 16 contains 4881 members 
Mstep: Class 17 contains 34151 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 99929 members 
Mstep: Class 21 contains 151248 members 
Mstep: Class 22 contains 45978 members 
Mstep: Class 23 contains 27523 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19566 members 
Mstep: Class 27 contains 105441 members 
Mstep: Class 28 contains 13741 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8091 members 
Mstep: Class 32 contains 79848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737648.000000 Penalty: 111509.140625
Iteration 236Q: 33 clusters Score -1.577376e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 29960 members 
Mstep: Class 3 contains 43896 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156812 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 17922 members 
Mstep: Class 10 contains 286335 members 
Mstep: Class 11 contains 12558 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 4227 members 
Mstep: Class 14 contains 19476 members 
Mstep: Class 15 contains 7850 members 
Mstep: Class 16 contains 4878 members 
Mstep: Class 17 contains 34149 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 6829 members 
Mstep: Class 20 contains 99929 members 
Mstep: Class 21 contains 151240 members 
Mstep: Class 22 contains 45989 members 
Mstep: Class 23 contains 27523 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19566 members 
Mstep: Class 27 contains 105439 members 
Mstep: Class 28 contains 13742 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8091 members 
Mstep: Class 32 contains 79846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737696.000000 Penalty: 111509.140625
Iteration 237Q: 33 clusters Score -1.577377e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 29962 members 
Mstep: Class 3 contains 43897 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156807 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 17923 members 
Mstep: Class 10 contains 286344 members 
Mstep: Class 11 contains 12561 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 4228 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7850 members 
Mstep: Class 16 contains 4876 members 
Mstep: Class 17 contains 34145 members 
Mstep: Class 18 contains 7906 members 
Mstep: Class 19 contains 6825 members 
Mstep: Class 20 contains 99930 members 
Mstep: Class 21 contains 151233 members 
Mstep: Class 22 contains 45997 members 
Mstep: Class 23 contains 27524 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19566 members 
Mstep: Class 27 contains 105436 members 
Mstep: Class 28 contains 13743 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8093 members 
Mstep: Class 32 contains 79842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737776.000000 Penalty: 111509.140625
Iteration 238Q: 33 clusters Score -1.577378e+08 nChanged 89
Entering ConstructFrom: 
Score: -157737776.000000 Penalty: 111509.140625
Entering ConstructFrom: 
Trying to split cluster 1 (51435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Entering Unmasked Estep 
Score: -6705509.000000 Penalty: 2690.322266
	Iteration 0F: 2 clusters Score -6705509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -6670742.500000 Penalty: 5380.644531
	Iteration 0F: 3 clusters Score -6670742 nChanged 23798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -6683931.000000 Penalty: 5380.644531
	Iteration 1F: 3 clusters Score -6683931 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -6684445.500000 Penalty: 5380.644531
	Iteration 2Q: 3 clusters Score -6684446 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -6684983.000000 Penalty: 5380.644531
	Iteration 3Q: 3 clusters Score -6684983 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -6685580.500000 Penalty: 5380.644531
	Iteration 4Q: 3 clusters Score -6685580 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -6686323.500000 Penalty: 5380.644531
	Iteration 5Q: 3 clusters Score -6686324 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -6687189.000000 Penalty: 5380.644531
	Iteration 6Q: 3 clusters Score -6687189 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -6688178.000000 Penalty: 5380.644531
	Iteration 7Q: 3 clusters Score -6688178 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -6689111.000000 Penalty: 5380.644531
	Iteration 8Q: 3 clusters Score -6689111 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -6690136.500000 Penalty: 5380.644531
	Iteration 9Q: 3 clusters Score -6690136 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -6691189.000000 Penalty: 5380.644531
	Iteration 10Q: 3 clusters Score -6691189 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -6692326.500000 Penalty: 5380.644531
	Iteration 11Q: 3 clusters Score -6692326 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -6693634.500000 Penalty: 5380.644531
	Iteration 12Q: 3 clusters Score -6693634 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -6695160.000000 Penalty: 5380.644531
	Iteration 13Q: 3 clusters Score -6695160 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -6696785.000000 Penalty: 5380.644531
	Iteration 14F: 3 clusters Score -6696785 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -6698502.500000 Penalty: 5380.644531
	Iteration 15Q: 3 clusters Score -6698502 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -6700067.500000 Penalty: 5380.644531
	Iteration 16Q: 3 clusters Score -6700068 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6701270.000000 Penalty: 5380.644531
	Iteration 17Q: 3 clusters Score -6701270 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6702099.500000 Penalty: 5380.644531
	Iteration 18Q: 3 clusters Score -6702100 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6702549.500000 Penalty: 5380.644531
	Iteration 19Q: 3 clusters Score -6702550 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6702785.500000 Penalty: 5380.644531
	Iteration 20F: 3 clusters Score -6702786 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6702919.000000 Penalty: 5380.644531
	Iteration 21Q: 3 clusters Score -6702919 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6702993.500000 Penalty: 5380.644531
	Iteration 22Q: 3 clusters Score -6702994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6703048.000000 Penalty: 5380.644531
	Iteration 23Q: 3 clusters Score -6703048 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6703081.000000 Penalty: 5380.644531
	Iteration 24Q: 3 clusters Score -6703081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6703118.500000 Penalty: 5380.644531
	Iteration 25Q: 3 clusters Score -6703118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6703153.500000 Penalty: 5380.644531
	Iteration 26Q: 3 clusters Score -6703154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6703167.500000 Penalty: 5380.644531
	Iteration 27Q: 3 clusters Score -6703168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6703185.500000 Penalty: 5380.644531
	Iteration 28Q: 3 clusters Score -6703186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6703187.000000 Penalty: 5380.644531
	Iteration 29Q: 3 clusters Score -6703187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6703197.000000 Penalty: 5380.644531
	Iteration 30Q: 3 clusters Score -6703197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6703200.500000 Penalty: 5380.644531
	Iteration 31Q: 3 clusters Score -6703200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6703200.500000 Penalty: 5380.644531
	Iteration 32Q: 3 clusters Score -6703200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6703208.500000 Penalty: 5380.644531
	Iteration 33Q: 3 clusters Score -6703208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6703208.500000 Penalty: 5380.644531
	Iteration 34F: 3 clusters Score -6703208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Entering Unmasked Estep 
Score: -3925945.750000 Penalty: 2556.322510
	Iteration 0F: 2 clusters Score -3925946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3905382.000000 Penalty: 5112.645020
	Iteration 0F: 3 clusters Score -3905382 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3912627.250000 Penalty: 5112.645020
	Iteration 1F: 3 clusters Score -3912627 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3913038.250000 Penalty: 5112.645020
	Iteration 2Q: 3 clusters Score -3913038 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3913448.500000 Penalty: 5112.645020
	Iteration 3Q: 3 clusters Score -3913448 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3913846.250000 Penalty: 5112.645020
	Iteration 4Q: 3 clusters Score -3913846 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3914418.750000 Penalty: 5112.645020
	Iteration 5Q: 3 clusters Score -3914419 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3915160.000000 Penalty: 5112.645020
	Iteration 6Q: 3 clusters Score -3915160 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -3916245.750000 Penalty: 5112.645020
	Iteration 7F: 3 clusters Score -3916246 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3917885.750000 Penalty: 5112.645020
	Iteration 8F: 3 clusters Score -3917886 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3919770.250000 Penalty: 5112.645020
	Iteration 9F: 3 clusters Score -3919770 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3921477.500000 Penalty: 5112.645020
	Iteration 10F: 3 clusters Score -3921478 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3922623.500000 Penalty: 5112.645020
	Iteration 11Q: 3 clusters Score -3922624 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3923182.250000 Penalty: 5112.645020
	Iteration 12Q: 3 clusters Score -3923182 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3923414.750000 Penalty: 5112.645020
	Iteration 13Q: 3 clusters Score -3923415 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3923526.000000 Penalty: 5112.645020
	Iteration 14Q: 3 clusters Score -3923526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3923590.750000 Penalty: 5112.645020
	Iteration 15Q: 3 clusters Score -3923591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3923630.750000 Penalty: 5112.645020
	Iteration 16Q: 3 clusters Score -3923631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3923652.500000 Penalty: 5112.645020
	Iteration 17Q: 3 clusters Score -3923652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3923666.750000 Penalty: 5112.645020
	Iteration 18Q: 3 clusters Score -3923667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3923677.500000 Penalty: 5112.645020
	Iteration 19Q: 3 clusters Score -3923678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3923694.750000 Penalty: 5112.645020
	Iteration 20F: 3 clusters Score -3923695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3923706.250000 Penalty: 5112.645020
	Iteration 21Q: 3 clusters Score -3923706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3923717.500000 Penalty: 5112.645020
	Iteration 22Q: 3 clusters Score -3923718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3923724.000000 Penalty: 5112.645020
	Iteration 23Q: 3 clusters Score -3923724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3923732.000000 Penalty: 5112.645020
	Iteration 24Q: 3 clusters Score -3923732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3923740.250000 Penalty: 5112.645020
	Iteration 25Q: 3 clusters Score -3923740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3923740.250000 Penalty: 5112.645020
	Iteration 26F: 3 clusters Score -3923740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Entering Unmasked Estep 
Score: -5571506.000000 Penalty: 2651.020996
	Iteration 0F: 2 clusters Score -5571506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -5541856.000000 Penalty: 5302.041992
	Iteration 0F: 3 clusters Score -5541856 nChanged 20273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -5552997.500000 Penalty: 5302.041992
	Iteration 1F: 3 clusters Score -5552998 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -5553575.500000 Penalty: 5302.041992
	Iteration 2Q: 3 clusters Score -5553576 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -5554247.500000 Penalty: 5302.041992
	Iteration 3Q: 3 clusters Score -5554248 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -5555301.500000 Penalty: 5302.041992
	Iteration 4Q: 3 clusters Score -5555302 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -5557053.000000 Penalty: 5302.041992
	Iteration 5F: 3 clusters Score -5557053 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -5559746.500000 Penalty: 5302.041992
	Iteration 6F: 3 clusters Score -5559746 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -5562893.500000 Penalty: 5302.041992
	Iteration 7F: 3 clusters Score -5562894 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -5565739.000000 Penalty: 5302.041992
	Iteration 8F: 3 clusters Score -5565739 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5567639.500000 Penalty: 5302.041992
	Iteration 9Q: 3 clusters Score -5567640 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -5568557.000000 Penalty: 5302.041992
	Iteration 10Q: 3 clusters Score -5568557 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -5568880.500000 Penalty: 5302.041992
	Iteration 11Q: 3 clusters Score -5568880 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -5569019.000000 Penalty: 5302.041992
	Iteration 12Q: 3 clusters Score -5569019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -5569093.000000 Penalty: 5302.041992
	Iteration 13Q: 3 clusters Score -5569093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -5569128.000000 Penalty: 5302.041992
	Iteration 14Q: 3 clusters Score -5569128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -5569143.000000 Penalty: 5302.041992
	Iteration 15Q: 3 clusters Score -5569143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -5569148.500000 Penalty: 5302.041992
	Iteration 16Q: 3 clusters Score -5569148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -5569151.500000 Penalty: 5302.041992
	Iteration 17Q: 3 clusters Score -5569152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -5569154.500000 Penalty: 5302.041992
	Iteration 18Q: 3 clusters Score -5569154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -5569151.000000 Penalty: 5302.041992
	Iteration 19Q: 3 clusters Score -5569151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -5569151.000000 Penalty: 5302.041992
	Iteration 20F: 3 clusters Score -5569151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Entering Unmasked Estep 
Score: -459130.562500 Penalty: 2027.466064
	Iteration 0F: 2 clusters Score -459130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -455544.562500 Penalty: 4054.932129
	Iteration 0F: 3 clusters Score -455544.6 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -456217.125000 Penalty: 4054.932129
	Iteration 1F: 3 clusters Score -456217.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -456405.406250 Penalty: 4054.932129
	Iteration 2F: 3 clusters Score -456405.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -456554.593750 Penalty: 4054.932129
	Iteration 3F: 3 clusters Score -456554.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -456653.843750 Penalty: 4054.932129
	Iteration 4Q: 3 clusters Score -456653.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -456726.937500 Penalty: 4054.932129
	Iteration 5Q: 3 clusters Score -456726.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -456792.468750 Penalty: 4054.932129
	Iteration 6Q: 3 clusters Score -456792.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -456847.375000 Penalty: 4054.932129
	Iteration 7Q: 3 clusters Score -456847.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -456894.250000 Penalty: 4054.932129
	Iteration 8Q: 3 clusters Score -456894.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -456930.000000 Penalty: 4054.932129
	Iteration 9Q: 3 clusters Score -456930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -456961.031250 Penalty: 4054.932129
	Iteration 10Q: 3 clusters Score -456961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -456989.156250 Penalty: 4054.932129
	Iteration 11Q: 3 clusters Score -456989.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -457014.031250 Penalty: 4054.932129
	Iteration 12Q: 3 clusters Score -457014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -457034.468750 Penalty: 4054.932129
	Iteration 13Q: 3 clusters Score -457034.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -457051.125000 Penalty: 4054.932129
	Iteration 14Q: 3 clusters Score -457051.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -457075.343750 Penalty: 4054.932129
	Iteration 15Q: 3 clusters Score -457075.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -457098.125000 Penalty: 4054.932129
	Iteration 16Q: 3 clusters Score -457098.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -457119.343750 Penalty: 4054.932129
	Iteration 17Q: 3 clusters Score -457119.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -457139.437500 Penalty: 4054.932129
	Iteration 18Q: 3 clusters Score -457139.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -457160.593750 Penalty: 4054.932129
	Iteration 19Q: 3 clusters Score -457160.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -457180.531250 Penalty: 4054.932129
	Iteration 20F: 3 clusters Score -457180.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -457198.656250 Penalty: 4054.932129
	Iteration 21Q: 3 clusters Score -457198.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -457212.093750 Penalty: 4054.932129
	Iteration 22Q: 3 clusters Score -457212.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -457232.000000 Penalty: 4054.932129
	Iteration 23Q: 3 clusters Score -457232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -457247.093750 Penalty: 4054.932129
	Iteration 24Q: 3 clusters Score -457247.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -457265.843750 Penalty: 4054.932129
	Iteration 25Q: 3 clusters Score -457265.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -457280.750000 Penalty: 4054.932129
	Iteration 26Q: 3 clusters Score -457280.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -457290.687500 Penalty: 4054.932129
	Iteration 27Q: 3 clusters Score -457290.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -457294.218750 Penalty: 4054.932129
	Iteration 28Q: 3 clusters Score -457294.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -457297.375000 Penalty: 4054.932129
	Iteration 29Q: 3 clusters Score -457297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -457303.843750 Penalty: 4054.932129
	Iteration 30Q: 3 clusters Score -457303.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -457315.125000 Penalty: 4054.932129
	Iteration 31Q: 3 clusters Score -457315.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -457322.937500 Penalty: 4054.932129
	Iteration 32Q: 3 clusters Score -457322.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -457330.750000 Penalty: 4054.932129
	Iteration 33Q: 3 clusters Score -457330.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -457345.343750 Penalty: 4054.932129
	Iteration 34Q: 3 clusters Score -457345.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -457359.343750 Penalty: 4054.932129
	Iteration 35Q: 3 clusters Score -457359.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -457366.656250 Penalty: 4054.932129
	Iteration 36Q: 3 clusters Score -457366.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -457374.593750 Penalty: 4054.932129
	Iteration 37Q: 3 clusters Score -457374.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -457381.593750 Penalty: 4054.932129
	Iteration 38Q: 3 clusters Score -457381.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -457389.375000 Penalty: 4054.932129
	Iteration 39Q: 3 clusters Score -457389.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -457392.218750 Penalty: 4054.932129
	Iteration 40F: 3 clusters Score -457392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -457392.468750 Penalty: 4054.932129
	Iteration 41Q: 3 clusters Score -457392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -457393.250000 Penalty: 4054.932129
	Iteration 42Q: 3 clusters Score -457393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -457394.468750 Penalty: 4054.932129
	Iteration 43Q: 3 clusters Score -457394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -457394.468750 Penalty: 4054.932129
	Iteration 44F: 3 clusters Score -457394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (156806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156806 members 
Entering Unmasked Estep 
Score: -20307984.000000 Penalty: 2966.765625
	Iteration 0F: 2 clusters Score -2.030798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78708 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -20205836.000000 Penalty: 5933.531250
	Iteration 0F: 3 clusters Score -2.020584e+07 nChanged 74866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -20248708.000000 Penalty: 5933.531250
	Iteration 1F: 3 clusters Score -2.024871e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82882 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -20249898.000000 Penalty: 5933.531250
	Iteration 2Q: 3 clusters Score -2.02499e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -20251650.000000 Penalty: 5933.531250
	Iteration 3Q: 3 clusters Score -2.025165e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 66949 members 
Entering Unmasked Estep 
Score: -20253906.000000 Penalty: 5933.531250
	Iteration 4Q: 3 clusters Score -2.025391e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95978 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -20257508.000000 Penalty: 5933.531250
	Iteration 5Q: 3 clusters Score -2.025751e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104534 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -20263454.000000 Penalty: 5933.531250
	Iteration 6F: 3 clusters Score -2.026345e+07 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115304 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -20272050.000000 Penalty: 5933.531250
	Iteration 7F: 3 clusters Score -2.027205e+07 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127439 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -20282112.000000 Penalty: 5933.531250
	Iteration 8F: 3 clusters Score -2.028211e+07 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138503 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -20291676.000000 Penalty: 5933.531250
	Iteration 9F: 3 clusters Score -2.029168e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146609 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -20298618.000000 Penalty: 5933.531250
	Iteration 10F: 3 clusters Score -2.029862e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151500 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -20302268.000000 Penalty: 5933.531250
	Iteration 11Q: 3 clusters Score -2.030227e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154078 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -20303946.000000 Penalty: 5933.531250
	Iteration 12Q: 3 clusters Score -2.030395e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155262 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -20304642.000000 Penalty: 5933.531250
	Iteration 13Q: 3 clusters Score -2.030464e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155779 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -20304992.000000 Penalty: 5933.531250
	Iteration 14Q: 3 clusters Score -2.030499e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156012 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -20305148.000000 Penalty: 5933.531250
	Iteration 15Q: 3 clusters Score -2.030515e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156140 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -20305248.000000 Penalty: 5933.531250
	Iteration 16Q: 3 clusters Score -2.030525e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156206 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20305350.000000 Penalty: 5933.531250
	Iteration 17Q: 3 clusters Score -2.030535e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156251 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -20305396.000000 Penalty: 5933.531250
	Iteration 18Q: 3 clusters Score -2.03054e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156275 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20305430.000000 Penalty: 5933.531250
	Iteration 19Q: 3 clusters Score -2.030543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156282 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20305436.000000 Penalty: 5933.531250
	Iteration 20F: 3 clusters Score -2.030544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156290 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -20305452.000000 Penalty: 5933.531250
	Iteration 21Q: 3 clusters Score -2.030545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156297 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -20305434.000000 Penalty: 5933.531250
	Iteration 22Q: 3 clusters Score -2.030543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156304 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -20305456.000000 Penalty: 5933.531250
	Iteration 23Q: 3 clusters Score -2.030546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156305 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -20305448.000000 Penalty: 5933.531250
	Iteration 24Q: 3 clusters Score -2.030545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156308 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -20305462.000000 Penalty: 5933.531250
	Iteration 25Q: 3 clusters Score -2.030546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156311 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -20305468.000000 Penalty: 5933.531250
	Iteration 26Q: 3 clusters Score -2.030547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156311 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -20305468.000000 Penalty: 5933.531250
	Iteration 27F: 3 clusters Score -2.030547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -300348.593750 Penalty: 1941.649658
	Iteration 0F: 2 clusters Score -300348.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -297386.187500 Penalty: 3883.299316
	Iteration 0F: 3 clusters Score -297386.2 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -297948.312500 Penalty: 3883.299316
	Iteration 1F: 3 clusters Score -297948.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -298125.531250 Penalty: 3883.299316
	Iteration 2F: 3 clusters Score -298125.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -298231.781250 Penalty: 3883.299316
	Iteration 3F: 3 clusters Score -298231.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -298288.187500 Penalty: 3883.299316
	Iteration 4Q: 3 clusters Score -298288.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -298320.218750 Penalty: 3883.299316
	Iteration 5Q: 3 clusters Score -298320.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -298350.125000 Penalty: 3883.299316
	Iteration 6Q: 3 clusters Score -298350.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -298375.750000 Penalty: 3883.299316
	Iteration 7Q: 3 clusters Score -298375.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -298392.593750 Penalty: 3883.299316
	Iteration 8Q: 3 clusters Score -298392.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -298402.625000 Penalty: 3883.299316
	Iteration 9Q: 3 clusters Score -298402.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -298410.750000 Penalty: 3883.299316
	Iteration 10Q: 3 clusters Score -298410.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -298414.500000 Penalty: 3883.299316
	Iteration 11Q: 3 clusters Score -298414.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -298415.406250 Penalty: 3883.299316
	Iteration 12Q: 3 clusters Score -298415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -298416.312500 Penalty: 3883.299316
	Iteration 13Q: 3 clusters Score -298416.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -298417.750000 Penalty: 3883.299316
	Iteration 14Q: 3 clusters Score -298417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -298419.812500 Penalty: 3883.299316
	Iteration 15Q: 3 clusters Score -298419.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -298422.406250 Penalty: 3883.299316
	Iteration 16Q: 3 clusters Score -298422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -298427.875000 Penalty: 3883.299316
	Iteration 17Q: 3 clusters Score -298427.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -298431.968750 Penalty: 3883.299316
	Iteration 18Q: 3 clusters Score -298432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -298438.312500 Penalty: 3883.299316
	Iteration 19Q: 3 clusters Score -298438.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -298441.625000 Penalty: 3883.299316
	Iteration 20F: 3 clusters Score -298441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -298448.250000 Penalty: 3883.299316
	Iteration 21Q: 3 clusters Score -298448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -298452.343750 Penalty: 3883.299316
	Iteration 22Q: 3 clusters Score -298452.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -298455.593750 Penalty: 3883.299316
	Iteration 23Q: 3 clusters Score -298455.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -298458.812500 Penalty: 3883.299316
	Iteration 24Q: 3 clusters Score -298458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -298459.250000 Penalty: 3883.299316
	Iteration 25Q: 3 clusters Score -298459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298461.125000 Penalty: 3883.299316
	Iteration 26Q: 3 clusters Score -298461.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298464.312500 Penalty: 3883.299316
	Iteration 27Q: 3 clusters Score -298464.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -298466.843750 Penalty: 3883.299316
	Iteration 28Q: 3 clusters Score -298466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -298467.968750 Penalty: 3883.299316
	Iteration 29Q: 3 clusters Score -298468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -298469.437500 Penalty: 3883.299316
	Iteration 30Q: 3 clusters Score -298469.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -298476.125000 Penalty: 3883.299316
	Iteration 31Q: 3 clusters Score -298476.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -298479.531250 Penalty: 3883.299316
	Iteration 32Q: 3 clusters Score -298479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -298481.656250 Penalty: 3883.299316
	Iteration 33Q: 3 clusters Score -298481.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -298483.593750 Penalty: 3883.299316
	Iteration 34Q: 3 clusters Score -298483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -298483.468750 Penalty: 3883.299316
	Iteration 35Q: 3 clusters Score -298483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -298483.406250 Penalty: 3883.299316
	Iteration 36Q: 3 clusters Score -298483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -298484.968750 Penalty: 3883.299316
	Iteration 37Q: 3 clusters Score -298485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -298485.625000 Penalty: 3883.299316
	Iteration 38Q: 3 clusters Score -298485.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -298486.343750 Penalty: 3883.299316
	Iteration 39Q: 3 clusters Score -298486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -298488.187500 Penalty: 3883.299316
	Iteration 40F: 3 clusters Score -298488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -298488.500000 Penalty: 3883.299316
	Iteration 41Q: 3 clusters Score -298488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -298489.437500 Penalty: 3883.299316
	Iteration 42Q: 3 clusters Score -298489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -298489.625000 Penalty: 3883.299316
	Iteration 43Q: 3 clusters Score -298489.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -298490.000000 Penalty: 3883.299316
	Iteration 44Q: 3 clusters Score -298490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -298490.000000 Penalty: 3883.299316
	Iteration 45F: 3 clusters Score -298490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -549690.625000 Penalty: 2084.475586
	Iteration 0F: 2 clusters Score -549690.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -545547.750000 Penalty: 4168.951172
	Iteration 0F: 3 clusters Score -545547.8 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -546504.687500 Penalty: 4168.951172
	Iteration 1F: 3 clusters Score -546504.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -546737.625000 Penalty: 4168.951172
	Iteration 2F: 3 clusters Score -546737.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -546927.812500 Penalty: 4168.951172
	Iteration 3F: 3 clusters Score -546927.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -547090.562500 Penalty: 4168.951172
	Iteration 4Q: 3 clusters Score -547090.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -547252.000000 Penalty: 4168.951172
	Iteration 5F: 3 clusters Score -547252 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -547408.375000 Penalty: 4168.951172
	Iteration 6Q: 3 clusters Score -547408.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -547545.625000 Penalty: 4168.951172
	Iteration 7Q: 3 clusters Score -547545.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -547645.312500 Penalty: 4168.951172
	Iteration 8Q: 3 clusters Score -547645.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -547737.812500 Penalty: 4168.951172
	Iteration 9Q: 3 clusters Score -547737.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -547818.125000 Penalty: 4168.951172
	Iteration 10Q: 3 clusters Score -547818.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -547889.687500 Penalty: 4168.951172
	Iteration 11Q: 3 clusters Score -547889.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -547958.687500 Penalty: 4168.951172
	Iteration 12Q: 3 clusters Score -547958.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -548017.500000 Penalty: 4168.951172
	Iteration 13Q: 3 clusters Score -548017.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -548086.000000 Penalty: 4168.951172
	Iteration 14Q: 3 clusters Score -548086 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -548150.750000 Penalty: 4168.951172
	Iteration 15Q: 3 clusters Score -548150.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -548205.437500 Penalty: 4168.951172
	Iteration 16Q: 3 clusters Score -548205.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -548272.000000 Penalty: 4168.951172
	Iteration 17Q: 3 clusters Score -548272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -548341.500000 Penalty: 4168.951172
	Iteration 18Q: 3 clusters Score -548341.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -548391.000000 Penalty: 4168.951172
	Iteration 19Q: 3 clusters Score -548391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -548424.375000 Penalty: 4168.951172
	Iteration 20F: 3 clusters Score -548424.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -548445.000000 Penalty: 4168.951172
	Iteration 21Q: 3 clusters Score -548445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -548457.687500 Penalty: 4168.951172
	Iteration 22Q: 3 clusters Score -548457.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -548466.375000 Penalty: 4168.951172
	Iteration 23Q: 3 clusters Score -548466.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -548473.312500 Penalty: 4168.951172
	Iteration 24Q: 3 clusters Score -548473.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -548484.250000 Penalty: 4168.951172
	Iteration 25Q: 3 clusters Score -548484.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -548493.500000 Penalty: 4168.951172
	Iteration 26Q: 3 clusters Score -548493.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -548503.875000 Penalty: 4168.951172
	Iteration 27Q: 3 clusters Score -548503.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -548514.125000 Penalty: 4168.951172
	Iteration 28Q: 3 clusters Score -548514.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -548522.937500 Penalty: 4168.951172
	Iteration 29Q: 3 clusters Score -548522.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -548529.562500 Penalty: 4168.951172
	Iteration 30Q: 3 clusters Score -548529.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -548533.000000 Penalty: 4168.951172
	Iteration 31Q: 3 clusters Score -548533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -548536.500000 Penalty: 4168.951172
	Iteration 32Q: 3 clusters Score -548536.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -548538.500000 Penalty: 4168.951172
	Iteration 33Q: 3 clusters Score -548538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -548540.500000 Penalty: 4168.951172
	Iteration 34Q: 3 clusters Score -548540.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -548545.687500 Penalty: 4168.951172
	Iteration 35Q: 3 clusters Score -548545.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -548551.125000 Penalty: 4168.951172
	Iteration 36Q: 3 clusters Score -548551.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -548552.375000 Penalty: 4168.951172
	Iteration 37Q: 3 clusters Score -548552.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -548556.000000 Penalty: 4168.951172
	Iteration 38Q: 3 clusters Score -548556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -548559.437500 Penalty: 4168.951172
	Iteration 39Q: 3 clusters Score -548559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -548561.000000 Penalty: 4168.951172
	Iteration 40F: 3 clusters Score -548561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -548561.875000 Penalty: 4168.951172
	Iteration 41Q: 3 clusters Score -548561.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -548563.875000 Penalty: 4168.951172
	Iteration 42Q: 3 clusters Score -548563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -548564.500000 Penalty: 4168.951172
	Iteration 43Q: 3 clusters Score -548564.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -548565.750000 Penalty: 4168.951172
	Iteration 44Q: 3 clusters Score -548565.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -548566.750000 Penalty: 4168.951172
	Iteration 45Q: 3 clusters Score -548566.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -548568.062500 Penalty: 4168.951172
	Iteration 46Q: 3 clusters Score -548568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -548568.875000 Penalty: 4168.951172
	Iteration 47Q: 3 clusters Score -548568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -548568.875000 Penalty: 4168.951172
	Iteration 48Q: 3 clusters Score -548568.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -548569.375000 Penalty: 4168.951172
	Iteration 49Q: 3 clusters Score -548569.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -548570.250000 Penalty: 4168.951172
	Iteration 50Q: 3 clusters Score -548570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -548570.812500 Penalty: 4168.951172
	Iteration 51Q: 3 clusters Score -548570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -548571.062500 Penalty: 4168.951172
	Iteration 52Q: 3 clusters Score -548571.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -548571.250000 Penalty: 4168.951172
	Iteration 53Q: 3 clusters Score -548571.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -548571.250000 Penalty: 4168.951172
	Iteration 54F: 3 clusters Score -548571.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Entering Unmasked Estep 
Score: -710968.250000 Penalty: 2148.687012
	Iteration 0F: 2 clusters Score -710968.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -705989.062500 Penalty: 4297.374023
	Iteration 0F: 3 clusters Score -705989.1 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -707272.812500 Penalty: 4297.374023
	Iteration 1F: 3 clusters Score -707272.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -707501.312500 Penalty: 4297.374023
	Iteration 2F: 3 clusters Score -707501.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -707637.500000 Penalty: 4297.374023
	Iteration 3Q: 3 clusters Score -707637.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -707732.750000 Penalty: 4297.374023
	Iteration 4Q: 3 clusters Score -707732.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -707794.562500 Penalty: 4297.374023
	Iteration 5Q: 3 clusters Score -707794.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -707840.750000 Penalty: 4297.374023
	Iteration 6Q: 3 clusters Score -707840.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -707884.062500 Penalty: 4297.374023
	Iteration 7Q: 3 clusters Score -707884.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -707924.750000 Penalty: 4297.374023
	Iteration 8Q: 3 clusters Score -707924.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -707978.312500 Penalty: 4297.374023
	Iteration 9Q: 3 clusters Score -707978.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -708026.312500 Penalty: 4297.374023
	Iteration 10Q: 3 clusters Score -708026.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -708064.125000 Penalty: 4297.374023
	Iteration 11Q: 3 clusters Score -708064.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -708095.687500 Penalty: 4297.374023
	Iteration 12Q: 3 clusters Score -708095.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -708132.000000 Penalty: 4297.374023
	Iteration 13Q: 3 clusters Score -708132 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -708169.062500 Penalty: 4297.374023
	Iteration 14Q: 3 clusters Score -708169.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -708204.625000 Penalty: 4297.374023
	Iteration 15Q: 3 clusters Score -708204.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -708226.000000 Penalty: 4297.374023
	Iteration 16Q: 3 clusters Score -708226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -708257.437500 Penalty: 4297.374023
	Iteration 17Q: 3 clusters Score -708257.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -708294.312500 Penalty: 4297.374023
	Iteration 18Q: 3 clusters Score -708294.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -708348.000000 Penalty: 4297.374023
	Iteration 19Q: 3 clusters Score -708348 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -708415.500000 Penalty: 4297.374023
	Iteration 20F: 3 clusters Score -708415.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -708504.687500 Penalty: 4297.374023
	Iteration 21Q: 3 clusters Score -708504.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -708599.437500 Penalty: 4297.374023
	Iteration 22Q: 3 clusters Score -708599.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -708706.500000 Penalty: 4297.374023
	Iteration 23Q: 3 clusters Score -708706.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -708813.250000 Penalty: 4297.374023
	Iteration 24Q: 3 clusters Score -708813.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -708930.500000 Penalty: 4297.374023
	Iteration 25Q: 3 clusters Score -708930.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -709030.812500 Penalty: 4297.374023
	Iteration 26Q: 3 clusters Score -709030.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -709132.500000 Penalty: 4297.374023
	Iteration 27Q: 3 clusters Score -709132.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -709208.562500 Penalty: 4297.374023
	Iteration 28Q: 3 clusters Score -709208.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -709282.250000 Penalty: 4297.374023
	Iteration 29Q: 3 clusters Score -709282.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -709345.437500 Penalty: 4297.374023
	Iteration 30Q: 3 clusters Score -709345.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -709389.812500 Penalty: 4297.374023
	Iteration 31Q: 3 clusters Score -709389.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -709409.250000 Penalty: 4297.374023
	Iteration 32Q: 3 clusters Score -709409.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -709423.750000 Penalty: 4297.374023
	Iteration 33Q: 3 clusters Score -709423.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -709439.812500 Penalty: 4297.374023
	Iteration 34Q: 3 clusters Score -709439.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -709452.375000 Penalty: 4297.374023
	Iteration 35Q: 3 clusters Score -709452.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -709471.125000 Penalty: 4297.374023
	Iteration 36Q: 3 clusters Score -709471.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -709498.562500 Penalty: 4297.374023
	Iteration 37Q: 3 clusters Score -709498.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -709521.250000 Penalty: 4297.374023
	Iteration 38Q: 3 clusters Score -709521.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -709532.312500 Penalty: 4297.374023
	Iteration 39Q: 3 clusters Score -709532.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -709551.250000 Penalty: 4297.374023
	Iteration 40F: 3 clusters Score -709551.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -709568.812500 Penalty: 4297.374023
	Iteration 41Q: 3 clusters Score -709568.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -709579.000000 Penalty: 4297.374023
	Iteration 42Q: 3 clusters Score -709579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -709586.125000 Penalty: 4297.374023
	Iteration 43Q: 3 clusters Score -709586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -709589.000000 Penalty: 4297.374023
	Iteration 44Q: 3 clusters Score -709589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -709589.875000 Penalty: 4297.374023
	Iteration 45Q: 3 clusters Score -709589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -709589.750000 Penalty: 4297.374023
	Iteration 46Q: 3 clusters Score -709589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -709590.375000 Penalty: 4297.374023
	Iteration 47Q: 3 clusters Score -709590.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -709590.375000 Penalty: 4297.374023
	Iteration 48F: 3 clusters Score -709590.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Entering Unmasked Estep 
Score: -2207160.000000 Penalty: 2428.830811
	Iteration 0F: 2 clusters Score -2207160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2194395.750000 Penalty: 4857.661621
	Iteration 0F: 3 clusters Score -2194396 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2198645.000000 Penalty: 4857.661621
	Iteration 1F: 3 clusters Score -2198645 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2199133.000000 Penalty: 4857.661621
	Iteration 2F: 3 clusters Score -2199133 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2199658.250000 Penalty: 4857.661621
	Iteration 3F: 3 clusters Score -2199658 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2200287.500000 Penalty: 4857.661621
	Iteration 4F: 3 clusters Score -2200288 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2201009.250000 Penalty: 4857.661621
	Iteration 5F: 3 clusters Score -2201009 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2201661.750000 Penalty: 4857.661621
	Iteration 6F: 3 clusters Score -2201662 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2202266.750000 Penalty: 4857.661621
	Iteration 7F: 3 clusters Score -2202267 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2202794.500000 Penalty: 4857.661621
	Iteration 8F: 3 clusters Score -2202794 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2203257.000000 Penalty: 4857.661621
	Iteration 9Q: 3 clusters Score -2203257 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2203611.500000 Penalty: 4857.661621
	Iteration 10Q: 3 clusters Score -2203612 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2203869.250000 Penalty: 4857.661621
	Iteration 11Q: 3 clusters Score -2203869 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2204046.000000 Penalty: 4857.661621
	Iteration 12Q: 3 clusters Score -2204046 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2204165.500000 Penalty: 4857.661621
	Iteration 13Q: 3 clusters Score -2204166 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2204266.000000 Penalty: 4857.661621
	Iteration 14Q: 3 clusters Score -2204266 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2204359.750000 Penalty: 4857.661621
	Iteration 15Q: 3 clusters Score -2204360 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2204447.750000 Penalty: 4857.661621
	Iteration 16Q: 3 clusters Score -2204448 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2204524.000000 Penalty: 4857.661621
	Iteration 17Q: 3 clusters Score -2204524 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2204600.000000 Penalty: 4857.661621
	Iteration 18Q: 3 clusters Score -2204600 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2204670.000000 Penalty: 4857.661621
	Iteration 19Q: 3 clusters Score -2204670 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2204754.500000 Penalty: 4857.661621
	Iteration 20F: 3 clusters Score -2204754 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2204841.000000 Penalty: 4857.661621
	Iteration 21Q: 3 clusters Score -2204841 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2204926.750000 Penalty: 4857.661621
	Iteration 22Q: 3 clusters Score -2204927 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2204999.500000 Penalty: 4857.661621
	Iteration 23Q: 3 clusters Score -2205000 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2205071.000000 Penalty: 4857.661621
	Iteration 24Q: 3 clusters Score -2205071 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2205151.000000 Penalty: 4857.661621
	Iteration 25Q: 3 clusters Score -2205151 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2205197.000000 Penalty: 4857.661621
	Iteration 26Q: 3 clusters Score -2205197 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2205247.750000 Penalty: 4857.661621
	Iteration 27Q: 3 clusters Score -2205248 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2205279.750000 Penalty: 4857.661621
	Iteration 28Q: 3 clusters Score -2205280 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2205314.750000 Penalty: 4857.661621
	Iteration 29Q: 3 clusters Score -2205315 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2205333.250000 Penalty: 4857.661621
	Iteration 30Q: 3 clusters Score -2205333 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2205362.250000 Penalty: 4857.661621
	Iteration 31Q: 3 clusters Score -2205362 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2205390.750000 Penalty: 4857.661621
	Iteration 32Q: 3 clusters Score -2205391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2205404.500000 Penalty: 4857.661621
	Iteration 33Q: 3 clusters Score -2205404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2205429.750000 Penalty: 4857.661621
	Iteration 34Q: 3 clusters Score -2205430 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2205458.750000 Penalty: 4857.661621
	Iteration 35Q: 3 clusters Score -2205459 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2205497.000000 Penalty: 4857.661621
	Iteration 36Q: 3 clusters Score -2205497 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2205541.750000 Penalty: 4857.661621
	Iteration 37Q: 3 clusters Score -2205542 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2205603.500000 Penalty: 4857.661621
	Iteration 38Q: 3 clusters Score -2205604 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2205679.000000 Penalty: 4857.661621
	Iteration 39Q: 3 clusters Score -2205679 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2205800.250000 Penalty: 4857.661621
	Iteration 40F: 3 clusters Score -2205800 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2205977.500000 Penalty: 4857.661621
	Iteration 41Q: 3 clusters Score -2205978 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2206193.750000 Penalty: 4857.661621
	Iteration 42Q: 3 clusters Score -2206194 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2206384.750000 Penalty: 4857.661621
	Iteration 43Q: 3 clusters Score -2206385 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2206493.500000 Penalty: 4857.661621
	Iteration 44Q: 3 clusters Score -2206494 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2206539.250000 Penalty: 4857.661621
	Iteration 45Q: 3 clusters Score -2206539 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2206568.500000 Penalty: 4857.661621
	Iteration 46Q: 3 clusters Score -2206568 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2206586.000000 Penalty: 4857.661621
	Iteration 47Q: 3 clusters Score -2206586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2206600.250000 Penalty: 4857.661621
	Iteration 48Q: 3 clusters Score -2206600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2206607.750000 Penalty: 4857.661621
	Iteration 49Q: 3 clusters Score -2206608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2206614.250000 Penalty: 4857.661621
	Iteration 50Q: 3 clusters Score -2206614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2206616.000000 Penalty: 4857.661621
	Iteration 51Q: 3 clusters Score -2206616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2206619.000000 Penalty: 4857.661621
	Iteration 52Q: 3 clusters Score -2206619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2206612.750000 Penalty: 4857.661621
	Iteration 53Q: 3 clusters Score -2206613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2206618.000000 Penalty: 4857.661621
	Iteration 54Q: 3 clusters Score -2206618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2206622.500000 Penalty: 4857.661621
	Iteration 55Q: 3 clusters Score -2206622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2206634.250000 Penalty: 4857.661621
	Iteration 56Q: 3 clusters Score -2206634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2206634.750000 Penalty: 4857.661621
	Iteration 57Q: 3 clusters Score -2206635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2206639.750000 Penalty: 4857.661621
	Iteration 58Q: 3 clusters Score -2206640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2206638.750000 Penalty: 4857.661621
	Iteration 59Q: 3 clusters Score -2206639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2206638.000000 Penalty: 4857.661621
	Iteration 60F: 3 clusters Score -2206638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2206641.000000 Penalty: 4857.661621
	Iteration 61Q: 3 clusters Score -2206641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2206639.500000 Penalty: 4857.661621
	Iteration 62Q: 3 clusters Score -2206640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2206644.750000 Penalty: 4857.661621
	Iteration 63Q: 3 clusters Score -2206645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2206644.250000 Penalty: 4857.661621
	Iteration 64Q: 3 clusters Score -2206644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2206644.250000 Penalty: 4857.661621
	Iteration 65Q: 3 clusters Score -2206644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2206646.750000 Penalty: 4857.661621
	Iteration 66Q: 3 clusters Score -2206647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2206645.000000 Penalty: 4857.661621
	Iteration 67Q: 3 clusters Score -2206645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2206645.000000 Penalty: 4857.661621
	Iteration 68Q: 3 clusters Score -2206645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2206645.000000 Penalty: 4857.661621
	Iteration 69F: 3 clusters Score -2206645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (286350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286350 members 
Entering Unmasked Estep 
Score: -36941556.000000 Penalty: 3116.112549
	Iteration 0F: 2 clusters Score -3.694156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142962 members 
Mstep: Class 2 contains 143388 members 
Entering Unmasked Estep 
Score: -36769564.000000 Penalty: 6232.225098
	Iteration 0F: 3 clusters Score -3.676956e+07 nChanged 138521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138097 members 
Mstep: Class 2 contains 148253 members 
Entering Unmasked Estep 
Score: -36851180.000000 Penalty: 6232.225098
	Iteration 1F: 3 clusters Score -3.685118e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134656 members 
Mstep: Class 2 contains 151694 members 
Entering Unmasked Estep 
Score: -36852632.000000 Penalty: 6232.225098
	Iteration 2Q: 3 clusters Score -3.685263e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129268 members 
Mstep: Class 2 contains 157082 members 
Entering Unmasked Estep 
Score: -36854496.000000 Penalty: 6232.225098
	Iteration 3Q: 3 clusters Score -3.68545e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121136 members 
Mstep: Class 2 contains 165214 members 
Entering Unmasked Estep 
Score: -36857192.000000 Penalty: 6232.225098
	Iteration 4Q: 3 clusters Score -3.685719e+07 nChanged 13544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109130 members 
Mstep: Class 2 contains 177220 members 
Entering Unmasked Estep 
Score: -36862020.000000 Penalty: 6232.225098
	Iteration 5Q: 3 clusters Score -3.686202e+07 nChanged 17731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92723 members 
Mstep: Class 2 contains 193627 members 
Entering Unmasked Estep 
Score: -36870192.000000 Penalty: 6232.225098
	Iteration 6F: 3 clusters Score -3.687019e+07 nChanged 20948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 213539 members 
Entering Unmasked Estep 
Score: -36883172.000000 Penalty: 6232.225098
	Iteration 7F: 3 clusters Score -3.688317e+07 nChanged 21899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 234914 members 
Entering Unmasked Estep 
Score: -36901308.000000 Penalty: 6232.225098
	Iteration 8F: 3 clusters Score -3.690131e+07 nChanged 20469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 255269 members 
Entering Unmasked Estep 
Score: -36917192.000000 Penalty: 6232.225098
	Iteration 9F: 3 clusters Score -3.691719e+07 nChanged 15135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 270386 members 
Entering Unmasked Estep 
Score: -36928012.000000 Penalty: 6232.225098
	Iteration 10F: 3 clusters Score -3.692801e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 279231 members 
Entering Unmasked Estep 
Score: -36933828.000000 Penalty: 6232.225098
	Iteration 11Q: 3 clusters Score -3.693383e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 283248 members 
Entering Unmasked Estep 
Score: -36936768.000000 Penalty: 6232.225098
	Iteration 12Q: 3 clusters Score -3.693677e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 284817 members 
Entering Unmasked Estep 
Score: -36937760.000000 Penalty: 6232.225098
	Iteration 13Q: 3 clusters Score -3.693776e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 285408 members 
Entering Unmasked Estep 
Score: -36938176.000000 Penalty: 6232.225098
	Iteration 14Q: 3 clusters Score -3.693818e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 285639 members 
Entering Unmasked Estep 
Score: -36938448.000000 Penalty: 6232.225098
	Iteration 15Q: 3 clusters Score -3.693845e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 285724 members 
Entering Unmasked Estep 
Score: -36938540.000000 Penalty: 6232.225098
	Iteration 16Q: 3 clusters Score -3.693854e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 285771 members 
Entering Unmasked Estep 
Score: -36938616.000000 Penalty: 6232.225098
	Iteration 17Q: 3 clusters Score -3.693862e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 285793 members 
Entering Unmasked Estep 
Score: -36938648.000000 Penalty: 6232.225098
	Iteration 18Q: 3 clusters Score -3.693865e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 285814 members 
Entering Unmasked Estep 
Score: -36938712.000000 Penalty: 6232.225098
	Iteration 19Q: 3 clusters Score -3.693871e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 285820 members 
Entering Unmasked Estep 
Score: -36938716.000000 Penalty: 6232.225098
	Iteration 20F: 3 clusters Score -3.693872e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 285821 members 
Entering Unmasked Estep 
Score: -36938768.000000 Penalty: 6232.225098
	Iteration 21Q: 3 clusters Score -3.693877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 285822 members 
Entering Unmasked Estep 
Score: -36938764.000000 Penalty: 6232.225098
	Iteration 22Q: 3 clusters Score -3.693876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 285821 members 
Entering Unmasked Estep 
Score: -36938772.000000 Penalty: 6232.225098
	Iteration 23Q: 3 clusters Score -3.693877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 285823 members 
Entering Unmasked Estep 
Score: -36938780.000000 Penalty: 6232.225098
	Iteration 24Q: 3 clusters Score -3.693878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 285822 members 
Entering Unmasked Estep 
Score: -36938780.000000 Penalty: 6232.225098
	Iteration 25Q: 3 clusters Score -3.693878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 285822 members 
Entering Unmasked Estep 
Score: -36938796.000000 Penalty: 6232.225098
	Iteration 26Q: 3 clusters Score -3.69388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 285828 members 
Entering Unmasked Estep 
Score: -36938796.000000 Penalty: 6232.225098
	Iteration 27Q: 3 clusters Score -3.69388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 285830 members 
Entering Unmasked Estep 
Score: -36938808.000000 Penalty: 6232.225098
	Iteration 28Q: 3 clusters Score -3.693881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 285830 members 
Entering Unmasked Estep 
Score: -36938804.000000 Penalty: 6232.225098
	Iteration 29Q: 3 clusters Score -3.69388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 285830 members 
Entering Unmasked Estep 
Score: -36938828.000000 Penalty: 6232.225098
	Iteration 30Q: 3 clusters Score -3.693883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 285831 members 
Entering Unmasked Estep 
Score: -36938816.000000 Penalty: 6232.225098
	Iteration 31Q: 3 clusters Score -3.693882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 285832 members 
Entering Unmasked Estep 
Score: -36938832.000000 Penalty: 6232.225098
	Iteration 32Q: 3 clusters Score -3.693883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 285833 members 
Entering Unmasked Estep 
Score: -36938812.000000 Penalty: 6232.225098
	Iteration 33Q: 3 clusters Score -3.693881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 285832 members 
Entering Unmasked Estep 
Score: -36938824.000000 Penalty: 6232.225098
	Iteration 34Q: 3 clusters Score -3.693882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 285832 members 
Entering Unmasked Estep 
Score: -36938824.000000 Penalty: 6232.225098
	Iteration 35F: 3 clusters Score -3.693882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Entering Unmasked Estep 
Score: -1513875.750000 Penalty: 2340.711182
	Iteration 0F: 2 clusters Score -1513876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1504544.500000 Penalty: 4681.422363
	Iteration 0F: 3 clusters Score -1504544 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1507551.750000 Penalty: 4681.422363
	Iteration 1F: 3 clusters Score -1507552 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1507931.000000 Penalty: 4681.422363
	Iteration 2F: 3 clusters Score -1507931 nChanged 637
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1508203.125000 Penalty: 4681.422363
	Iteration 3F: 3 clusters Score -1508203 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1508430.375000 Penalty: 4681.422363
	Iteration 4Q: 3 clusters Score -1508430 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1508602.375000 Penalty: 4681.422363
	Iteration 5Q: 3 clusters Score -1508602 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1508751.875000 Penalty: 4681.422363
	Iteration 6Q: 3 clusters Score -1508752 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1508899.750000 Penalty: 4681.422363
	Iteration 7Q: 3 clusters Score -1508900 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1509043.000000 Penalty: 4681.422363
	Iteration 8Q: 3 clusters Score -1509043 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1509184.750000 Penalty: 4681.422363
	Iteration 9Q: 3 clusters Score -1509185 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1509320.125000 Penalty: 4681.422363
	Iteration 10Q: 3 clusters Score -1509320 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1509450.875000 Penalty: 4681.422363
	Iteration 11Q: 3 clusters Score -1509451 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1509565.375000 Penalty: 4681.422363
	Iteration 12Q: 3 clusters Score -1509565 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1509682.625000 Penalty: 4681.422363
	Iteration 13Q: 3 clusters Score -1509683 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1509790.250000 Penalty: 4681.422363
	Iteration 14Q: 3 clusters Score -1509790 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1509899.125000 Penalty: 4681.422363
	Iteration 15Q: 3 clusters Score -1509899 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1510012.250000 Penalty: 4681.422363
	Iteration 16Q: 3 clusters Score -1510012 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1510135.375000 Penalty: 4681.422363
	Iteration 17Q: 3 clusters Score -1510135 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1510262.500000 Penalty: 4681.422363
	Iteration 18Q: 3 clusters Score -1510262 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1510378.625000 Penalty: 4681.422363
	Iteration 19Q: 3 clusters Score -1510379 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1510492.625000 Penalty: 4681.422363
	Iteration 20F: 3 clusters Score -1510493 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1510590.625000 Penalty: 4681.422363
	Iteration 21Q: 3 clusters Score -1510591 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1510686.125000 Penalty: 4681.422363
	Iteration 22Q: 3 clusters Score -1510686 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1510785.000000 Penalty: 4681.422363
	Iteration 23Q: 3 clusters Score -1510785 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1510886.625000 Penalty: 4681.422363
	Iteration 24Q: 3 clusters Score -1510887 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1511005.750000 Penalty: 4681.422363
	Iteration 25Q: 3 clusters Score -1511006 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1511133.625000 Penalty: 4681.422363
	Iteration 26Q: 3 clusters Score -1511134 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1511270.875000 Penalty: 4681.422363
	Iteration 27Q: 3 clusters Score -1511271 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1511383.875000 Penalty: 4681.422363
	Iteration 28Q: 3 clusters Score -1511384 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1511465.875000 Penalty: 4681.422363
	Iteration 29Q: 3 clusters Score -1511466 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1511526.000000 Penalty: 4681.422363
	Iteration 30Q: 3 clusters Score -1511526 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1511574.500000 Penalty: 4681.422363
	Iteration 31Q: 3 clusters Score -1511574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1511610.000000 Penalty: 4681.422363
	Iteration 32Q: 3 clusters Score -1511610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1511657.375000 Penalty: 4681.422363
	Iteration 33Q: 3 clusters Score -1511657 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1511707.125000 Penalty: 4681.422363
	Iteration 34Q: 3 clusters Score -1511707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1511747.250000 Penalty: 4681.422363
	Iteration 35Q: 3 clusters Score -1511747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1511777.500000 Penalty: 4681.422363
	Iteration 36Q: 3 clusters Score -1511778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1511815.875000 Penalty: 4681.422363
	Iteration 37Q: 3 clusters Score -1511816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1511850.250000 Penalty: 4681.422363
	Iteration 38Q: 3 clusters Score -1511850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1511879.000000 Penalty: 4681.422363
	Iteration 39Q: 3 clusters Score -1511879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1511900.375000 Penalty: 4681.422363
	Iteration 40F: 3 clusters Score -1511900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1511921.250000 Penalty: 4681.422363
	Iteration 41Q: 3 clusters Score -1511921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1511936.750000 Penalty: 4681.422363
	Iteration 42Q: 3 clusters Score -1511937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1511955.625000 Penalty: 4681.422363
	Iteration 43Q: 3 clusters Score -1511956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1511971.500000 Penalty: 4681.422363
	Iteration 44Q: 3 clusters Score -1511972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1511984.125000 Penalty: 4681.422363
	Iteration 45Q: 3 clusters Score -1511984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1511992.875000 Penalty: 4681.422363
	Iteration 46Q: 3 clusters Score -1511993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1512013.875000 Penalty: 4681.422363
	Iteration 47Q: 3 clusters Score -1512014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1512032.250000 Penalty: 4681.422363
	Iteration 48Q: 3 clusters Score -1512032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1512059.125000 Penalty: 4681.422363
	Iteration 49Q: 3 clusters Score -1512059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1512085.375000 Penalty: 4681.422363
	Iteration 50Q: 3 clusters Score -1512085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1512107.500000 Penalty: 4681.422363
	Iteration 51Q: 3 clusters Score -1512108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1512127.500000 Penalty: 4681.422363
	Iteration 52Q: 3 clusters Score -1512128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1512140.375000 Penalty: 4681.422363
	Iteration 53Q: 3 clusters Score -1512140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1512155.125000 Penalty: 4681.422363
	Iteration 54Q: 3 clusters Score -1512155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1512165.125000 Penalty: 4681.422363
	Iteration 55Q: 3 clusters Score -1512165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1512178.250000 Penalty: 4681.422363
	Iteration 56Q: 3 clusters Score -1512178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1512196.375000 Penalty: 4681.422363
	Iteration 57Q: 3 clusters Score -1512196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1512200.750000 Penalty: 4681.422363
	Iteration 58Q: 3 clusters Score -1512201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1512213.625000 Penalty: 4681.422363
	Iteration 59Q: 3 clusters Score -1512214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1512223.125000 Penalty: 4681.422363
	Iteration 60F: 3 clusters Score -1512223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1512234.875000 Penalty: 4681.422363
	Iteration 61Q: 3 clusters Score -1512235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1512240.000000 Penalty: 4681.422363
	Iteration 62Q: 3 clusters Score -1512240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1512245.250000 Penalty: 4681.422363
	Iteration 63Q: 3 clusters Score -1512245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1512250.375000 Penalty: 4681.422363
	Iteration 64Q: 3 clusters Score -1512250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1512251.000000 Penalty: 4681.422363
	Iteration 65Q: 3 clusters Score -1512251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1512252.625000 Penalty: 4681.422363
	Iteration 66Q: 3 clusters Score -1512253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1512258.125000 Penalty: 4681.422363
	Iteration 67Q: 3 clusters Score -1512258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1512257.625000 Penalty: 4681.422363
	Iteration 68Q: 3 clusters Score -1512258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1512259.625000 Penalty: 4681.422363
	Iteration 69Q: 3 clusters Score -1512260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1512258.500000 Penalty: 4681.422363
	Iteration 70Q: 3 clusters Score -1512258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1512264.500000 Penalty: 4681.422363
	Iteration 71Q: 3 clusters Score -1512264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1512266.125000 Penalty: 4681.422363
	Iteration 72Q: 3 clusters Score -1512266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1512269.500000 Penalty: 4681.422363
	Iteration 73Q: 3 clusters Score -1512270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1512271.500000 Penalty: 4681.422363
	Iteration 74Q: 3 clusters Score -1512272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1512272.125000 Penalty: 4681.422363
	Iteration 75Q: 3 clusters Score -1512272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1512273.750000 Penalty: 4681.422363
	Iteration 76Q: 3 clusters Score -1512274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1512272.750000 Penalty: 4681.422363
	Iteration 77Q: 3 clusters Score -1512273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1512272.000000 Penalty: 4681.422363
	Iteration 78Q: 3 clusters Score -1512272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1512271.875000 Penalty: 4681.422363
	Iteration 79Q: 3 clusters Score -1512272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1512274.375000 Penalty: 4681.422363
	Iteration 80F: 3 clusters Score -1512274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1512275.000000 Penalty: 4681.422363
	Iteration 81Q: 3 clusters Score -1512275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1512275.000000 Penalty: 4681.422363
	Iteration 82F: 3 clusters Score -1512275 nChanged 0
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: -1187361.875000 Penalty: 2280.868896
	Iteration 0F: 2 clusters Score -1187362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1179781.875000 Penalty: 4561.737793
	Iteration 0F: 3 clusters Score -1179782 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1182060.750000 Penalty: 4561.737793
	Iteration 1F: 3 clusters Score -1182061 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1182438.375000 Penalty: 4561.737793
	Iteration 2F: 3 clusters Score -1182438 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1182751.625000 Penalty: 4561.737793
	Iteration 3F: 3 clusters Score -1182752 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1183049.875000 Penalty: 4561.737793
	Iteration 4F: 3 clusters Score -1183050 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1183384.375000 Penalty: 4561.737793
	Iteration 5Q: 3 clusters Score -1183384 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1183808.500000 Penalty: 4561.737793
	Iteration 6F: 3 clusters Score -1183808 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1184277.750000 Penalty: 4561.737793
	Iteration 7Q: 3 clusters Score -1184278 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1184672.750000 Penalty: 4561.737793
	Iteration 8Q: 3 clusters Score -1184673 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1184985.250000 Penalty: 4561.737793
	Iteration 9Q: 3 clusters Score -1184985 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1185234.250000 Penalty: 4561.737793
	Iteration 10Q: 3 clusters Score -1185234 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1185458.750000 Penalty: 4561.737793
	Iteration 11Q: 3 clusters Score -1185459 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1185710.375000 Penalty: 4561.737793
	Iteration 12Q: 3 clusters Score -1185710 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1185959.250000 Penalty: 4561.737793
	Iteration 13Q: 3 clusters Score -1185959 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1186213.750000 Penalty: 4561.737793
	Iteration 14Q: 3 clusters Score -1186214 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1186466.750000 Penalty: 4561.737793
	Iteration 15Q: 3 clusters Score -1186467 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1186697.625000 Penalty: 4561.737793
	Iteration 16Q: 3 clusters Score -1186698 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1186882.500000 Penalty: 4561.737793
	Iteration 17Q: 3 clusters Score -1186882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1187005.000000 Penalty: 4561.737793
	Iteration 18Q: 3 clusters Score -1187005 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1187066.125000 Penalty: 4561.737793
	Iteration 19Q: 3 clusters Score -1187066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1187105.500000 Penalty: 4561.737793
	Iteration 20F: 3 clusters Score -1187106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1187121.750000 Penalty: 4561.737793
	Iteration 21Q: 3 clusters Score -1187122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1187125.750000 Penalty: 4561.737793
	Iteration 22Q: 3 clusters Score -1187126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1187132.625000 Penalty: 4561.737793
	Iteration 23Q: 3 clusters Score -1187133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1187133.250000 Penalty: 4561.737793
	Iteration 24Q: 3 clusters Score -1187133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1187138.375000 Penalty: 4561.737793
	Iteration 25Q: 3 clusters Score -1187138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1187138.500000 Penalty: 4561.737793
	Iteration 26Q: 3 clusters Score -1187138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1187138.250000 Penalty: 4561.737793
	Iteration 27Q: 3 clusters Score -1187138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1187137.875000 Penalty: 4561.737793
	Iteration 28Q: 3 clusters Score -1187138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1187137.875000 Penalty: 4561.737793
	Iteration 29F: 3 clusters Score -1187138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Entering Unmasked Estep 
Score: -462281.468750 Penalty: 2070.965088
	Iteration 0F: 2 clusters Score -462281.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -458257.031250 Penalty: 4141.930176
	Iteration 0F: 3 clusters Score -458257 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -459219.218750 Penalty: 4141.930176
	Iteration 1F: 3 clusters Score -459219.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -459449.843750 Penalty: 4141.930176
	Iteration 2F: 3 clusters Score -459449.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -459642.843750 Penalty: 4141.930176
	Iteration 3F: 3 clusters Score -459642.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -459811.812500 Penalty: 4141.930176
	Iteration 4F: 3 clusters Score -459811.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -459999.125000 Penalty: 4141.930176
	Iteration 5F: 3 clusters Score -459999.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -460138.062500 Penalty: 4141.930176
	Iteration 6Q: 3 clusters Score -460138.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -460280.593750 Penalty: 4141.930176
	Iteration 7Q: 3 clusters Score -460280.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -460446.250000 Penalty: 4141.930176
	Iteration 8Q: 3 clusters Score -460446.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -460599.500000 Penalty: 4141.930176
	Iteration 9Q: 3 clusters Score -460599.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -460719.843750 Penalty: 4141.930176
	Iteration 10Q: 3 clusters Score -460719.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -460822.125000 Penalty: 4141.930176
	Iteration 11Q: 3 clusters Score -460822.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -460889.718750 Penalty: 4141.930176
	Iteration 12Q: 3 clusters Score -460889.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -460937.125000 Penalty: 4141.930176
	Iteration 13Q: 3 clusters Score -460937.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -460974.687500 Penalty: 4141.930176
	Iteration 14Q: 3 clusters Score -460974.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -461012.312500 Penalty: 4141.930176
	Iteration 15Q: 3 clusters Score -461012.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -461037.906250 Penalty: 4141.930176
	Iteration 16Q: 3 clusters Score -461037.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -461068.125000 Penalty: 4141.930176
	Iteration 17Q: 3 clusters Score -461068.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -461093.468750 Penalty: 4141.930176
	Iteration 18Q: 3 clusters Score -461093.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -461111.437500 Penalty: 4141.930176
	Iteration 19Q: 3 clusters Score -461111.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -461129.062500 Penalty: 4141.930176
	Iteration 20F: 3 clusters Score -461129.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -461139.781250 Penalty: 4141.930176
	Iteration 21Q: 3 clusters Score -461139.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -461143.750000 Penalty: 4141.930176
	Iteration 22Q: 3 clusters Score -461143.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -461149.406250 Penalty: 4141.930176
	Iteration 23Q: 3 clusters Score -461149.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -461153.906250 Penalty: 4141.930176
	Iteration 24Q: 3 clusters Score -461153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -461160.281250 Penalty: 4141.930176
	Iteration 25Q: 3 clusters Score -461160.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -461167.187500 Penalty: 4141.930176
	Iteration 26Q: 3 clusters Score -461167.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -461171.312500 Penalty: 4141.930176
	Iteration 27Q: 3 clusters Score -461171.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -461177.625000 Penalty: 4141.930176
	Iteration 28Q: 3 clusters Score -461177.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -461187.531250 Penalty: 4141.930176
	Iteration 29Q: 3 clusters Score -461187.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -461200.468750 Penalty: 4141.930176
	Iteration 30Q: 3 clusters Score -461200.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -461211.000000 Penalty: 4141.930176
	Iteration 31Q: 3 clusters Score -461211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -461220.250000 Penalty: 4141.930176
	Iteration 32Q: 3 clusters Score -461220.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -461224.750000 Penalty: 4141.930176
	Iteration 33Q: 3 clusters Score -461224.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -461230.718750 Penalty: 4141.930176
	Iteration 34Q: 3 clusters Score -461230.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -461239.843750 Penalty: 4141.930176
	Iteration 35Q: 3 clusters Score -461239.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -461248.218750 Penalty: 4141.930176
	Iteration 36Q: 3 clusters Score -461248.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -461254.812500 Penalty: 4141.930176
	Iteration 37Q: 3 clusters Score -461254.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -461259.437500 Penalty: 4141.930176
	Iteration 38Q: 3 clusters Score -461259.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -461264.187500 Penalty: 4141.930176
	Iteration 39Q: 3 clusters Score -461264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -461266.312500 Penalty: 4141.930176
	Iteration 40F: 3 clusters Score -461266.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -461270.343750 Penalty: 4141.930176
	Iteration 41Q: 3 clusters Score -461270.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -461272.437500 Penalty: 4141.930176
	Iteration 42Q: 3 clusters Score -461272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -461272.843750 Penalty: 4141.930176
	Iteration 43Q: 3 clusters Score -461272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -461272.906250 Penalty: 4141.930176
	Iteration 44Q: 3 clusters Score -461272.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -461274.218750 Penalty: 4141.930176
	Iteration 45Q: 3 clusters Score -461274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -461276.500000 Penalty: 4141.930176
	Iteration 46Q: 3 clusters Score -461276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -461278.156250 Penalty: 4141.930176
	Iteration 47Q: 3 clusters Score -461278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -461278.843750 Penalty: 4141.930176
	Iteration 48Q: 3 clusters Score -461278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -461282.906250 Penalty: 4141.930176
	Iteration 49Q: 3 clusters Score -461282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -461285.093750 Penalty: 4141.930176
	Iteration 50Q: 3 clusters Score -461285.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -461287.687500 Penalty: 4141.930176
	Iteration 51Q: 3 clusters Score -461287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -461288.906250 Penalty: 4141.930176
	Iteration 52Q: 3 clusters Score -461288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -461289.968750 Penalty: 4141.930176
	Iteration 53Q: 3 clusters Score -461290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -461289.968750 Penalty: 4141.930176
	Iteration 54F: 3 clusters Score -461290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Entering Unmasked Estep 
Score: -2509310.250000 Penalty: 2449.468018
	Iteration 0F: 2 clusters Score -2509310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2495521.750000 Penalty: 4898.936035
	Iteration 0F: 3 clusters Score -2495522 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2500028.250000 Penalty: 4898.936035
	Iteration 1F: 3 clusters Score -2500028 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2500470.000000 Penalty: 4898.936035
	Iteration 2F: 3 clusters Score -2500470 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2500930.750000 Penalty: 4898.936035
	Iteration 3F: 3 clusters Score -2500931 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2501489.500000 Penalty: 4898.936035
	Iteration 4F: 3 clusters Score -2501490 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2502132.250000 Penalty: 4898.936035
	Iteration 5F: 3 clusters Score -2502132 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2502853.500000 Penalty: 4898.936035
	Iteration 6F: 3 clusters Score -2502854 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2503688.750000 Penalty: 4898.936035
	Iteration 7F: 3 clusters Score -2503689 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2504465.250000 Penalty: 4898.936035
	Iteration 8F: 3 clusters Score -2504465 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2505246.000000 Penalty: 4898.936035
	Iteration 9F: 3 clusters Score -2505246 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2506071.000000 Penalty: 4898.936035
	Iteration 10Q: 3 clusters Score -2506071 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2506800.000000 Penalty: 4898.936035
	Iteration 11Q: 3 clusters Score -2506800 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2507205.250000 Penalty: 4898.936035
	Iteration 12Q: 3 clusters Score -2507205 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2507414.750000 Penalty: 4898.936035
	Iteration 13Q: 3 clusters Score -2507415 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2507495.000000 Penalty: 4898.936035
	Iteration 14Q: 3 clusters Score -2507495 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2507524.500000 Penalty: 4898.936035
	Iteration 15Q: 3 clusters Score -2507524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2507546.000000 Penalty: 4898.936035
	Iteration 16Q: 3 clusters Score -2507546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2507553.250000 Penalty: 4898.936035
	Iteration 17Q: 3 clusters Score -2507553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2507567.750000 Penalty: 4898.936035
	Iteration 18Q: 3 clusters Score -2507568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2507583.250000 Penalty: 4898.936035
	Iteration 19Q: 3 clusters Score -2507583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2507585.500000 Penalty: 4898.936035
	Iteration 20F: 3 clusters Score -2507586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2507596.500000 Penalty: 4898.936035
	Iteration 21Q: 3 clusters Score -2507596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2507603.000000 Penalty: 4898.936035
	Iteration 22Q: 3 clusters Score -2507603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2507606.500000 Penalty: 4898.936035
	Iteration 23Q: 3 clusters Score -2507606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2507612.000000 Penalty: 4898.936035
	Iteration 24Q: 3 clusters Score -2507612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2507607.500000 Penalty: 4898.936035
	Iteration 25Q: 3 clusters Score -2507608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2507617.250000 Penalty: 4898.936035
	Iteration 26Q: 3 clusters Score -2507617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2507621.500000 Penalty: 4898.936035
	Iteration 27Q: 3 clusters Score -2507622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2507625.250000 Penalty: 4898.936035
	Iteration 28Q: 3 clusters Score -2507625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2507624.000000 Penalty: 4898.936035
	Iteration 29Q: 3 clusters Score -2507624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2507627.750000 Penalty: 4898.936035
	Iteration 30Q: 3 clusters Score -2507628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2507634.750000 Penalty: 4898.936035
	Iteration 31Q: 3 clusters Score -2507635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2507629.500000 Penalty: 4898.936035
	Iteration 32Q: 3 clusters Score -2507630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2507626.750000 Penalty: 4898.936035
	Iteration 33Q: 3 clusters Score -2507627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2507634.000000 Penalty: 4898.936035
	Iteration 34Q: 3 clusters Score -2507634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2507636.750000 Penalty: 4898.936035
	Iteration 35Q: 3 clusters Score -2507637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2507632.500000 Penalty: 4898.936035
	Iteration 36Q: 3 clusters Score -2507632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2507635.000000 Penalty: 4898.936035
	Iteration 37Q: 3 clusters Score -2507635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2507637.000000 Penalty: 4898.936035
	Iteration 38Q: 3 clusters Score -2507637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2507631.500000 Penalty: 4898.936035
	Iteration 39Q: 3 clusters Score -2507632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2507634.500000 Penalty: 4898.936035
	Iteration 40F: 3 clusters Score -2507634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2507639.000000 Penalty: 4898.936035
	Iteration 41Q: 3 clusters Score -2507639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2507640.750000 Penalty: 4898.936035
	Iteration 42Q: 3 clusters Score -2507641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2507639.250000 Penalty: 4898.936035
	Iteration 43Q: 3 clusters Score -2507639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2507640.250000 Penalty: 4898.936035
	Iteration 44Q: 3 clusters Score -2507640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2507638.750000 Penalty: 4898.936035
	Iteration 45Q: 3 clusters Score -2507639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2507643.000000 Penalty: 4898.936035
	Iteration 46Q: 3 clusters Score -2507643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2507643.500000 Penalty: 4898.936035
	Iteration 47Q: 3 clusters Score -2507644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2507643.500000 Penalty: 4898.936035
	Iteration 48F: 3 clusters Score -2507644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Entering Unmasked Estep 
Score: -943123.937500 Penalty: 2224.099121
	Iteration 0F: 2 clusters Score -943123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -936870.750000 Penalty: 4448.198242
	Iteration 0F: 3 clusters Score -936870.8 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -938787.750000 Penalty: 4448.198242
	Iteration 1F: 3 clusters Score -938787.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -939350.562500 Penalty: 4448.198242
	Iteration 2F: 3 clusters Score -939350.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -939835.125000 Penalty: 4448.198242
	Iteration 3F: 3 clusters Score -939835.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -940267.000000 Penalty: 4448.198242
	Iteration 4F: 3 clusters Score -940267 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -940600.687500 Penalty: 4448.198242
	Iteration 5F: 3 clusters Score -940600.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -940878.437500 Penalty: 4448.198242
	Iteration 6F: 3 clusters Score -940878.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -941122.250000 Penalty: 4448.198242
	Iteration 7Q: 3 clusters Score -941122.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -941311.562500 Penalty: 4448.198242
	Iteration 8Q: 3 clusters Score -941311.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -941462.625000 Penalty: 4448.198242
	Iteration 9Q: 3 clusters Score -941462.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -941582.375000 Penalty: 4448.198242
	Iteration 10Q: 3 clusters Score -941582.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -941681.687500 Penalty: 4448.198242
	Iteration 11Q: 3 clusters Score -941681.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -941767.437500 Penalty: 4448.198242
	Iteration 12Q: 3 clusters Score -941767.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -941844.375000 Penalty: 4448.198242
	Iteration 13Q: 3 clusters Score -941844.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -941896.625000 Penalty: 4448.198242
	Iteration 14Q: 3 clusters Score -941896.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -941935.437500 Penalty: 4448.198242
	Iteration 15Q: 3 clusters Score -941935.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -941967.125000 Penalty: 4448.198242
	Iteration 16Q: 3 clusters Score -941967.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -941987.000000 Penalty: 4448.198242
	Iteration 17Q: 3 clusters Score -941987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -942005.562500 Penalty: 4448.198242
	Iteration 18Q: 3 clusters Score -942005.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -942020.062500 Penalty: 4448.198242
	Iteration 19Q: 3 clusters Score -942020.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -942028.875000 Penalty: 4448.198242
	Iteration 20F: 3 clusters Score -942028.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -942042.062500 Penalty: 4448.198242
	Iteration 21Q: 3 clusters Score -942042.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -942054.000000 Penalty: 4448.198242
	Iteration 22Q: 3 clusters Score -942054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -942063.250000 Penalty: 4448.198242
	Iteration 23Q: 3 clusters Score -942063.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -942075.625000 Penalty: 4448.198242
	Iteration 24Q: 3 clusters Score -942075.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -942088.437500 Penalty: 4448.198242
	Iteration 25Q: 3 clusters Score -942088.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -942097.000000 Penalty: 4448.198242
	Iteration 26Q: 3 clusters Score -942097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -942101.750000 Penalty: 4448.198242
	Iteration 27Q: 3 clusters Score -942101.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -942114.125000 Penalty: 4448.198242
	Iteration 28Q: 3 clusters Score -942114.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -942120.812500 Penalty: 4448.198242
	Iteration 29Q: 3 clusters Score -942120.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -942129.062500 Penalty: 4448.198242
	Iteration 30Q: 3 clusters Score -942129.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -942133.937500 Penalty: 4448.198242
	Iteration 31Q: 3 clusters Score -942133.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -942141.500000 Penalty: 4448.198242
	Iteration 32Q: 3 clusters Score -942141.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -942144.875000 Penalty: 4448.198242
	Iteration 33Q: 3 clusters Score -942144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -942146.312500 Penalty: 4448.198242
	Iteration 34Q: 3 clusters Score -942146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -942147.687500 Penalty: 4448.198242
	Iteration 35Q: 3 clusters Score -942147.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -942147.687500 Penalty: 4448.198242
	Iteration 36F: 3 clusters Score -942147.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -557840.687500 Penalty: 2105.628662
	Iteration 0F: 2 clusters Score -557840.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -553471.875000 Penalty: 4211.257324
	Iteration 0F: 3 clusters Score -553471.9 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -554823.437500 Penalty: 4211.257324
	Iteration 1F: 3 clusters Score -554823.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -555237.437500 Penalty: 4211.257324
	Iteration 2F: 3 clusters Score -555237.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -555538.062500 Penalty: 4211.257324
	Iteration 3F: 3 clusters Score -555538.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -555734.875000 Penalty: 4211.257324
	Iteration 4F: 3 clusters Score -555734.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -555862.875000 Penalty: 4211.257324
	Iteration 5Q: 3 clusters Score -555862.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -555960.625000 Penalty: 4211.257324
	Iteration 6Q: 3 clusters Score -555960.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -556031.562500 Penalty: 4211.257324
	Iteration 7Q: 3 clusters Score -556031.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -556098.437500 Penalty: 4211.257324
	Iteration 8Q: 3 clusters Score -556098.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -556148.312500 Penalty: 4211.257324
	Iteration 9Q: 3 clusters Score -556148.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -556190.875000 Penalty: 4211.257324
	Iteration 10Q: 3 clusters Score -556190.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -556229.000000 Penalty: 4211.257324
	Iteration 11Q: 3 clusters Score -556229 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -556257.750000 Penalty: 4211.257324
	Iteration 12Q: 3 clusters Score -556257.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -556280.250000 Penalty: 4211.257324
	Iteration 13Q: 3 clusters Score -556280.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -556296.875000 Penalty: 4211.257324
	Iteration 14Q: 3 clusters Score -556296.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -556317.562500 Penalty: 4211.257324
	Iteration 15Q: 3 clusters Score -556317.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -556336.500000 Penalty: 4211.257324
	Iteration 16Q: 3 clusters Score -556336.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -556351.000000 Penalty: 4211.257324
	Iteration 17Q: 3 clusters Score -556351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -556365.062500 Penalty: 4211.257324
	Iteration 18Q: 3 clusters Score -556365.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -556377.062500 Penalty: 4211.257324
	Iteration 19Q: 3 clusters Score -556377.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -556385.375000 Penalty: 4211.257324
	Iteration 20F: 3 clusters Score -556385.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -556388.437500 Penalty: 4211.257324
	Iteration 21Q: 3 clusters Score -556388.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -556390.312500 Penalty: 4211.257324
	Iteration 22Q: 3 clusters Score -556390.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -556392.312500 Penalty: 4211.257324
	Iteration 23Q: 3 clusters Score -556392.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -556393.562500 Penalty: 4211.257324
	Iteration 24Q: 3 clusters Score -556393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -556395.750000 Penalty: 4211.257324
	Iteration 25Q: 3 clusters Score -556395.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -556398.312500 Penalty: 4211.257324
	Iteration 26Q: 3 clusters Score -556398.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -556402.687500 Penalty: 4211.257324
	Iteration 27Q: 3 clusters Score -556402.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -556406.562500 Penalty: 4211.257324
	Iteration 28Q: 3 clusters Score -556406.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -556409.750000 Penalty: 4211.257324
	Iteration 29Q: 3 clusters Score -556409.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -556411.875000 Penalty: 4211.257324
	Iteration 30Q: 3 clusters Score -556411.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -556414.437500 Penalty: 4211.257324
	Iteration 31Q: 3 clusters Score -556414.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -556417.500000 Penalty: 4211.257324
	Iteration 32Q: 3 clusters Score -556417.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -556419.125000 Penalty: 4211.257324
	Iteration 33Q: 3 clusters Score -556419.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -556423.375000 Penalty: 4211.257324
	Iteration 34Q: 3 clusters Score -556423.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -556427.500000 Penalty: 4211.257324
	Iteration 35Q: 3 clusters Score -556427.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -556432.000000 Penalty: 4211.257324
	Iteration 36Q: 3 clusters Score -556432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -556436.937500 Penalty: 4211.257324
	Iteration 37Q: 3 clusters Score -556436.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -556442.937500 Penalty: 4211.257324
	Iteration 38Q: 3 clusters Score -556442.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -556447.187500 Penalty: 4211.257324
	Iteration 39Q: 3 clusters Score -556447.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -556451.500000 Penalty: 4211.257324
	Iteration 40F: 3 clusters Score -556451.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -556453.812500 Penalty: 4211.257324
	Iteration 41Q: 3 clusters Score -556453.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -556457.625000 Penalty: 4211.257324
	Iteration 42Q: 3 clusters Score -556457.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -556462.625000 Penalty: 4211.257324
	Iteration 43Q: 3 clusters Score -556462.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -556467.125000 Penalty: 4211.257324
	Iteration 44Q: 3 clusters Score -556467.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -556471.937500 Penalty: 4211.257324
	Iteration 45Q: 3 clusters Score -556471.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -556476.375000 Penalty: 4211.257324
	Iteration 46Q: 3 clusters Score -556476.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -556480.437500 Penalty: 4211.257324
	Iteration 47Q: 3 clusters Score -556480.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -556485.875000 Penalty: 4211.257324
	Iteration 48Q: 3 clusters Score -556485.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -556491.937500 Penalty: 4211.257324
	Iteration 49Q: 3 clusters Score -556491.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -556495.437500 Penalty: 4211.257324
	Iteration 50Q: 3 clusters Score -556495.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -556500.625000 Penalty: 4211.257324
	Iteration 51Q: 3 clusters Score -556500.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -556504.937500 Penalty: 4211.257324
	Iteration 52Q: 3 clusters Score -556504.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -556508.562500 Penalty: 4211.257324
	Iteration 53Q: 3 clusters Score -556508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -556510.937500 Penalty: 4211.257324
	Iteration 54Q: 3 clusters Score -556510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -556512.250000 Penalty: 4211.257324
	Iteration 55Q: 3 clusters Score -556512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -556512.625000 Penalty: 4211.257324
	Iteration 56Q: 3 clusters Score -556512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -556515.937500 Penalty: 4211.257324
	Iteration 57Q: 3 clusters Score -556515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -556516.625000 Penalty: 4211.257324
	Iteration 58Q: 3 clusters Score -556516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -556517.250000 Penalty: 4211.257324
	Iteration 59Q: 3 clusters Score -556517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -556519.500000 Penalty: 4211.257324
	Iteration 60F: 3 clusters Score -556519.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -556520.875000 Penalty: 4211.257324
	Iteration 61Q: 3 clusters Score -556520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -556524.375000 Penalty: 4211.257324
	Iteration 62Q: 3 clusters Score -556524.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -556528.437500 Penalty: 4211.257324
	Iteration 63Q: 3 clusters Score -556528.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -556533.187500 Penalty: 4211.257324
	Iteration 64Q: 3 clusters Score -556533.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -556538.812500 Penalty: 4211.257324
	Iteration 65Q: 3 clusters Score -556538.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -556542.375000 Penalty: 4211.257324
	Iteration 66Q: 3 clusters Score -556542.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -556546.000000 Penalty: 4211.257324
	Iteration 67Q: 3 clusters Score -556546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -556548.562500 Penalty: 4211.257324
	Iteration 68Q: 3 clusters Score -556548.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -556550.187500 Penalty: 4211.257324
	Iteration 69Q: 3 clusters Score -556550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -556552.312500 Penalty: 4211.257324
	Iteration 70Q: 3 clusters Score -556552.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -556553.312500 Penalty: 4211.257324
	Iteration 71Q: 3 clusters Score -556553.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -556553.187500 Penalty: 4211.257324
	Iteration 72Q: 3 clusters Score -556553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -556554.937500 Penalty: 4211.257324
	Iteration 73Q: 3 clusters Score -556554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -556557.187500 Penalty: 4211.257324
	Iteration 74Q: 3 clusters Score -556557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -556557.375000 Penalty: 4211.257324
	Iteration 75Q: 3 clusters Score -556557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -556558.250000 Penalty: 4211.257324
	Iteration 76Q: 3 clusters Score -556558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -556558.187500 Penalty: 4211.257324
	Iteration 77Q: 3 clusters Score -556558.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -556559.187500 Penalty: 4211.257324
	Iteration 78Q: 3 clusters Score -556559.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -556563.437500 Penalty: 4211.257324
	Iteration 79Q: 3 clusters Score -556563.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -556566.000000 Penalty: 4211.257324
	Iteration 80F: 3 clusters Score -556566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -556567.937500 Penalty: 4211.257324
	Iteration 81Q: 3 clusters Score -556567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -556568.812500 Penalty: 4211.257324
	Iteration 82Q: 3 clusters Score -556568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -556569.750000 Penalty: 4211.257324
	Iteration 83Q: 3 clusters Score -556569.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -556572.437500 Penalty: 4211.257324
	Iteration 84Q: 3 clusters Score -556572.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -556573.625000 Penalty: 4211.257324
	Iteration 85Q: 3 clusters Score -556573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -556575.750000 Penalty: 4211.257324
	Iteration 86Q: 3 clusters Score -556575.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -556577.437500 Penalty: 4211.257324
	Iteration 87Q: 3 clusters Score -556577.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -556581.687500 Penalty: 4211.257324
	Iteration 88Q: 3 clusters Score -556581.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -556582.687500 Penalty: 4211.257324
	Iteration 89Q: 3 clusters Score -556582.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -556583.375000 Penalty: 4211.257324
	Iteration 90Q: 3 clusters Score -556583.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -556583.375000 Penalty: 4211.257324
	Iteration 91F: 3 clusters Score -556583.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Entering Unmasked Estep 
Score: -4291641.000000 Penalty: 2588.723145
	Iteration 0F: 2 clusters Score -4291641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -4268337.000000 Penalty: 5177.446289
	Iteration 0F: 3 clusters Score -4268337 nChanged 15569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -4276970.000000 Penalty: 5177.446289
	Iteration 1F: 3 clusters Score -4276970 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -4277988.000000 Penalty: 5177.446289
	Iteration 2F: 3 clusters Score -4277988 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -4279361.500000 Penalty: 5177.446289
	Iteration 3F: 3 clusters Score -4279362 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4280930.500000 Penalty: 5177.446289
	Iteration 4F: 3 clusters Score -4280930 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -4282428.000000 Penalty: 5177.446289
	Iteration 5F: 3 clusters Score -4282428 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4283743.000000 Penalty: 5177.446289
	Iteration 6F: 3 clusters Score -4283743 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -4284735.000000 Penalty: 5177.446289
	Iteration 7F: 3 clusters Score -4284735 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4285483.000000 Penalty: 5177.446289
	Iteration 8Q: 3 clusters Score -4285483 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4285970.500000 Penalty: 5177.446289
	Iteration 9Q: 3 clusters Score -4285970 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -4286321.000000 Penalty: 5177.446289
	Iteration 10Q: 3 clusters Score -4286321 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4286586.000000 Penalty: 5177.446289
	Iteration 11Q: 3 clusters Score -4286586 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -4286791.500000 Penalty: 5177.446289
	Iteration 12Q: 3 clusters Score -4286792 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4286941.500000 Penalty: 5177.446289
	Iteration 13Q: 3 clusters Score -4286942 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -4287115.500000 Penalty: 5177.446289
	Iteration 14Q: 3 clusters Score -4287116 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4287227.500000 Penalty: 5177.446289
	Iteration 15Q: 3 clusters Score -4287228 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4287382.500000 Penalty: 5177.446289
	Iteration 16Q: 3 clusters Score -4287382 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -4287507.500000 Penalty: 5177.446289
	Iteration 17Q: 3 clusters Score -4287508 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4287604.500000 Penalty: 5177.446289
	Iteration 18Q: 3 clusters Score -4287604 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -4287747.000000 Penalty: 5177.446289
	Iteration 19Q: 3 clusters Score -4287747 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -4287851.500000 Penalty: 5177.446289
	Iteration 20F: 3 clusters Score -4287852 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -4287957.000000 Penalty: 5177.446289
	Iteration 21Q: 3 clusters Score -4287957 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4288117.500000 Penalty: 5177.446289
	Iteration 22Q: 3 clusters Score -4288118 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4288241.000000 Penalty: 5177.446289
	Iteration 23Q: 3 clusters Score -4288241 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -4288382.000000 Penalty: 5177.446289
	Iteration 24Q: 3 clusters Score -4288382 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -4288574.000000 Penalty: 5177.446289
	Iteration 25Q: 3 clusters Score -4288574 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4288755.000000 Penalty: 5177.446289
	Iteration 26Q: 3 clusters Score -4288755 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -4289027.000000 Penalty: 5177.446289
	Iteration 27Q: 3 clusters Score -4289027 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4289263.000000 Penalty: 5177.446289
	Iteration 28Q: 3 clusters Score -4289263 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -4289461.000000 Penalty: 5177.446289
	Iteration 29Q: 3 clusters Score -4289461 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4289600.000000 Penalty: 5177.446289
	Iteration 30Q: 3 clusters Score -4289600 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -4289698.000000 Penalty: 5177.446289
	Iteration 31Q: 3 clusters Score -4289698 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -4289738.000000 Penalty: 5177.446289
	Iteration 32Q: 3 clusters Score -4289738 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -4289751.500000 Penalty: 5177.446289
	Iteration 33Q: 3 clusters Score -4289752 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -4289757.500000 Penalty: 5177.446289
	Iteration 34Q: 3 clusters Score -4289758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -4289764.000000 Penalty: 5177.446289
	Iteration 35Q: 3 clusters Score -4289764 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -4289771.000000 Penalty: 5177.446289
	Iteration 36Q: 3 clusters Score -4289771 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -4289782.000000 Penalty: 5177.446289
	Iteration 37Q: 3 clusters Score -4289782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -4289785.500000 Penalty: 5177.446289
	Iteration 38Q: 3 clusters Score -4289786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -4289794.500000 Penalty: 5177.446289
	Iteration 39Q: 3 clusters Score -4289794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -4289800.000000 Penalty: 5177.446289
	Iteration 40F: 3 clusters Score -4289800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -4289814.000000 Penalty: 5177.446289
	Iteration 41Q: 3 clusters Score -4289814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -4289818.500000 Penalty: 5177.446289
	Iteration 42Q: 3 clusters Score -4289818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -4289821.500000 Penalty: 5177.446289
	Iteration 43Q: 3 clusters Score -4289822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -4289825.500000 Penalty: 5177.446289
	Iteration 44Q: 3 clusters Score -4289826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -4289823.000000 Penalty: 5177.446289
	Iteration 45Q: 3 clusters Score -4289823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4289827.000000 Penalty: 5177.446289
	Iteration 46Q: 3 clusters Score -4289827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -4289828.500000 Penalty: 5177.446289
	Iteration 47Q: 3 clusters Score -4289828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -4289829.500000 Penalty: 5177.446289
	Iteration 48Q: 3 clusters Score -4289830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -4289835.000000 Penalty: 5177.446289
	Iteration 49Q: 3 clusters Score -4289835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -4289839.500000 Penalty: 5177.446289
	Iteration 50Q: 3 clusters Score -4289840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -4289836.000000 Penalty: 5177.446289
	Iteration 51Q: 3 clusters Score -4289836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4289839.500000 Penalty: 5177.446289
	Iteration 52Q: 3 clusters Score -4289840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4289842.500000 Penalty: 5177.446289
	Iteration 53Q: 3 clusters Score -4289842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4289847.500000 Penalty: 5177.446289
	Iteration 54Q: 3 clusters Score -4289848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -4289844.500000 Penalty: 5177.446289
	Iteration 55Q: 3 clusters Score -4289844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -4289849.000000 Penalty: 5177.446289
	Iteration 56Q: 3 clusters Score -4289849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -4289851.500000 Penalty: 5177.446289
	Iteration 57Q: 3 clusters Score -4289852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -4289852.000000 Penalty: 5177.446289
	Iteration 58Q: 3 clusters Score -4289852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4289854.500000 Penalty: 5177.446289
	Iteration 59Q: 3 clusters Score -4289854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4289854.500000 Penalty: 5177.446289
	Iteration 60F: 3 clusters Score -4289854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Entering Unmasked Estep 
Score: -1001214.875000 Penalty: 2225.925049
	Iteration 0F: 2 clusters Score -1001215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -994849.562500 Penalty: 4451.850098
	Iteration 0F: 3 clusters Score -994849.6 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -996509.750000 Penalty: 4451.850098
	Iteration 1F: 3 clusters Score -996509.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -996789.125000 Penalty: 4451.850098
	Iteration 2F: 3 clusters Score -996789.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -996984.812500 Penalty: 4451.850098
	Iteration 3F: 3 clusters Score -996984.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -997126.500000 Penalty: 4451.850098
	Iteration 4Q: 3 clusters Score -997126.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -997252.500000 Penalty: 4451.850098
	Iteration 5Q: 3 clusters Score -997252.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -997353.875000 Penalty: 4451.850098
	Iteration 6Q: 3 clusters Score -997353.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -997433.875000 Penalty: 4451.850098
	Iteration 7Q: 3 clusters Score -997433.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -997512.187500 Penalty: 4451.850098
	Iteration 8Q: 3 clusters Score -997512.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -997581.687500 Penalty: 4451.850098
	Iteration 9Q: 3 clusters Score -997581.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -997655.062500 Penalty: 4451.850098
	Iteration 10Q: 3 clusters Score -997655.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -997726.875000 Penalty: 4451.850098
	Iteration 11Q: 3 clusters Score -997726.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -997788.062500 Penalty: 4451.850098
	Iteration 12Q: 3 clusters Score -997788.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -997848.000000 Penalty: 4451.850098
	Iteration 13Q: 3 clusters Score -997848 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -997918.500000 Penalty: 4451.850098
	Iteration 14Q: 3 clusters Score -997918.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -997993.125000 Penalty: 4451.850098
	Iteration 15Q: 3 clusters Score -997993.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -998058.125000 Penalty: 4451.850098
	Iteration 16Q: 3 clusters Score -998058.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -998118.375000 Penalty: 4451.850098
	Iteration 17Q: 3 clusters Score -998118.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -998188.437500 Penalty: 4451.850098
	Iteration 18Q: 3 clusters Score -998188.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -998259.750000 Penalty: 4451.850098
	Iteration 19Q: 3 clusters Score -998259.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -998337.312500 Penalty: 4451.850098
	Iteration 20F: 3 clusters Score -998337.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -998404.750000 Penalty: 4451.850098
	Iteration 21Q: 3 clusters Score -998404.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -998481.187500 Penalty: 4451.850098
	Iteration 22Q: 3 clusters Score -998481.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -998543.750000 Penalty: 4451.850098
	Iteration 23Q: 3 clusters Score -998543.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -998609.250000 Penalty: 4451.850098
	Iteration 24Q: 3 clusters Score -998609.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -998657.000000 Penalty: 4451.850098
	Iteration 25Q: 3 clusters Score -998657 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -998704.312500 Penalty: 4451.850098
	Iteration 26Q: 3 clusters Score -998704.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -998741.687500 Penalty: 4451.850098
	Iteration 27Q: 3 clusters Score -998741.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -998769.875000 Penalty: 4451.850098
	Iteration 28Q: 3 clusters Score -998769.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -998802.312500 Penalty: 4451.850098
	Iteration 29Q: 3 clusters Score -998802.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -998841.062500 Penalty: 4451.850098
	Iteration 30Q: 3 clusters Score -998841.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -998884.187500 Penalty: 4451.850098
	Iteration 31Q: 3 clusters Score -998884.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -998928.000000 Penalty: 4451.850098
	Iteration 32Q: 3 clusters Score -998928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -998967.312500 Penalty: 4451.850098
	Iteration 33Q: 3 clusters Score -998967.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -998997.125000 Penalty: 4451.850098
	Iteration 34Q: 3 clusters Score -998997.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -999019.125000 Penalty: 4451.850098
	Iteration 35Q: 3 clusters Score -999019.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -999041.375000 Penalty: 4451.850098
	Iteration 36Q: 3 clusters Score -999041.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -999073.750000 Penalty: 4451.850098
	Iteration 37Q: 3 clusters Score -999073.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -999090.187500 Penalty: 4451.850098
	Iteration 38Q: 3 clusters Score -999090.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -999104.437500 Penalty: 4451.850098
	Iteration 39Q: 3 clusters Score -999104.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -999116.687500 Penalty: 4451.850098
	Iteration 40F: 3 clusters Score -999116.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -999123.625000 Penalty: 4451.850098
	Iteration 41Q: 3 clusters Score -999123.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -999132.562500 Penalty: 4451.850098
	Iteration 42Q: 3 clusters Score -999132.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -999143.375000 Penalty: 4451.850098
	Iteration 43Q: 3 clusters Score -999143.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -999159.000000 Penalty: 4451.850098
	Iteration 44Q: 3 clusters Score -999159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -999175.250000 Penalty: 4451.850098
	Iteration 45Q: 3 clusters Score -999175.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -999183.125000 Penalty: 4451.850098
	Iteration 46Q: 3 clusters Score -999183.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -999188.625000 Penalty: 4451.850098
	Iteration 47Q: 3 clusters Score -999188.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -999194.812500 Penalty: 4451.850098
	Iteration 48Q: 3 clusters Score -999194.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -999204.125000 Penalty: 4451.850098
	Iteration 49Q: 3 clusters Score -999204.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -999212.500000 Penalty: 4451.850098
	Iteration 50Q: 3 clusters Score -999212.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -999218.000000 Penalty: 4451.850098
	Iteration 51Q: 3 clusters Score -999218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -999221.437500 Penalty: 4451.850098
	Iteration 52Q: 3 clusters Score -999221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -999222.125000 Penalty: 4451.850098
	Iteration 53Q: 3 clusters Score -999222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -999225.562500 Penalty: 4451.850098
	Iteration 54Q: 3 clusters Score -999225.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -999227.000000 Penalty: 4451.850098
	Iteration 55Q: 3 clusters Score -999227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -999226.562500 Penalty: 4451.850098
	Iteration 56Q: 3 clusters Score -999226.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -999226.750000 Penalty: 4451.850098
	Iteration 57Q: 3 clusters Score -999226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -999228.250000 Penalty: 4451.850098
	Iteration 58Q: 3 clusters Score -999228.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -999229.125000 Penalty: 4451.850098
	Iteration 59Q: 3 clusters Score -999229.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -999231.250000 Penalty: 4451.850098
	Iteration 60F: 3 clusters Score -999231.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -999236.125000 Penalty: 4451.850098
	Iteration 61Q: 3 clusters Score -999236.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -999237.750000 Penalty: 4451.850098
	Iteration 62Q: 3 clusters Score -999237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -999239.562500 Penalty: 4451.850098
	Iteration 63Q: 3 clusters Score -999239.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -999243.000000 Penalty: 4451.850098
	Iteration 64Q: 3 clusters Score -999243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -999243.750000 Penalty: 4451.850098
	Iteration 65Q: 3 clusters Score -999243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -999246.000000 Penalty: 4451.850098
	Iteration 66Q: 3 clusters Score -999246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -999246.500000 Penalty: 4451.850098
	Iteration 67Q: 3 clusters Score -999246.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -999245.750000 Penalty: 4451.850098
	Iteration 68Q: 3 clusters Score -999245.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -999245.750000 Penalty: 4451.850098
	Iteration 69F: 3 clusters Score -999245.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Entering Unmasked Estep 
Score: -805888.562500 Penalty: 2189.430176
	Iteration 0F: 2 clusters Score -805888.6 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 3339 members 
Entering Unmasked Estep 
Score: -800227.875000 Penalty: 4378.860352
	Iteration 0F: 3 clusters Score -800227.9 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -801806.562500 Penalty: 4378.860352
	Iteration 1F: 3 clusters Score -801806.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -802163.750000 Penalty: 4378.860352
	Iteration 2F: 3 clusters Score -802163.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -802448.187500 Penalty: 4378.860352
	Iteration 3F: 3 clusters Score -802448.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -802671.125000 Penalty: 4378.860352
	Iteration 4Q: 3 clusters Score -802671.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -802934.187500 Penalty: 4378.860352
	Iteration 5Q: 3 clusters Score -802934.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -803197.875000 Penalty: 4378.860352
	Iteration 6F: 3 clusters Score -803197.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -803410.250000 Penalty: 4378.860352
	Iteration 7Q: 3 clusters Score -803410.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -803603.312500 Penalty: 4378.860352
	Iteration 8Q: 3 clusters Score -803603.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -803775.812500 Penalty: 4378.860352
	Iteration 9Q: 3 clusters Score -803775.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -803891.500000 Penalty: 4378.860352
	Iteration 10Q: 3 clusters Score -803891.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -803972.250000 Penalty: 4378.860352
	Iteration 11Q: 3 clusters Score -803972.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -804026.812500 Penalty: 4378.860352
	Iteration 12Q: 3 clusters Score -804026.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -804067.500000 Penalty: 4378.860352
	Iteration 13Q: 3 clusters Score -804067.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -804091.562500 Penalty: 4378.860352
	Iteration 14Q: 3 clusters Score -804091.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -804111.625000 Penalty: 4378.860352
	Iteration 15Q: 3 clusters Score -804111.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -804126.312500 Penalty: 4378.860352
	Iteration 16Q: 3 clusters Score -804126.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -804136.000000 Penalty: 4378.860352
	Iteration 17Q: 3 clusters Score -804136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -804148.750000 Penalty: 4378.860352
	Iteration 18Q: 3 clusters Score -804148.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -804154.312500 Penalty: 4378.860352
	Iteration 19Q: 3 clusters Score -804154.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -804157.500000 Penalty: 4378.860352
	Iteration 20F: 3 clusters Score -804157.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -804163.062500 Penalty: 4378.860352
	Iteration 21Q: 3 clusters Score -804163.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -804166.562500 Penalty: 4378.860352
	Iteration 22Q: 3 clusters Score -804166.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -804170.375000 Penalty: 4378.860352
	Iteration 23Q: 3 clusters Score -804170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -804170.937500 Penalty: 4378.860352
	Iteration 24Q: 3 clusters Score -804170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -804174.187500 Penalty: 4378.860352
	Iteration 25Q: 3 clusters Score -804174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -804174.687500 Penalty: 4378.860352
	Iteration 26Q: 3 clusters Score -804174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -804175.625000 Penalty: 4378.860352
	Iteration 27Q: 3 clusters Score -804175.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -804177.187500 Penalty: 4378.860352
	Iteration 28Q: 3 clusters Score -804177.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -804177.937500 Penalty: 4378.860352
	Iteration 29Q: 3 clusters Score -804177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -804178.312500 Penalty: 4378.860352
	Iteration 30Q: 3 clusters Score -804178.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -804178.437500 Penalty: 4378.860352
	Iteration 31Q: 3 clusters Score -804178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -804178.437500 Penalty: 4378.860352
	Iteration 32F: 3 clusters Score -804178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99928 members 
Entering Unmasked Estep 
Score: -12603953.000000 Penalty: 2855.026855
	Iteration 0F: 2 clusters Score -1.260395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -12537097.000000 Penalty: 5710.053711
	Iteration 0F: 3 clusters Score -1.25371e+07 nChanged 47346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -12564086.000000 Penalty: 5710.053711
	Iteration 1F: 3 clusters Score -1.256409e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -12564621.000000 Penalty: 5710.053711
	Iteration 2Q: 3 clusters Score -1.256462e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -12565246.000000 Penalty: 5710.053711
	Iteration 3Q: 3 clusters Score -1.256525e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -12565809.000000 Penalty: 5710.053711
	Iteration 4Q: 3 clusters Score -1.256581e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -12566563.000000 Penalty: 5710.053711
	Iteration 5Q: 3 clusters Score -1.256656e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -12567519.000000 Penalty: 5710.053711
	Iteration 6Q: 3 clusters Score -1.256752e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 59622 members 
Entering Unmasked Estep 
Score: -12569049.000000 Penalty: 5710.053711
	Iteration 7Q: 3 clusters Score -1.256905e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -12571781.000000 Penalty: 5710.053711
	Iteration 8F: 3 clusters Score -1.257178e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -12575906.000000 Penalty: 5710.053711
	Iteration 9F: 3 clusters Score -1.257591e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -12581350.000000 Penalty: 5710.053711
	Iteration 10F: 3 clusters Score -1.258135e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 84172 members 
Entering Unmasked Estep 
Score: -12587525.000000 Penalty: 5710.053711
	Iteration 11F: 3 clusters Score -1.258752e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 90398 members 
Entering Unmasked Estep 
Score: -12593278.000000 Penalty: 5710.053711
	Iteration 12F: 3 clusters Score -1.259328e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 94851 members 
Entering Unmasked Estep 
Score: -12597429.000000 Penalty: 5710.053711
	Iteration 13Q: 3 clusters Score -1.259743e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 97297 members 
Entering Unmasked Estep 
Score: -12599641.000000 Penalty: 5710.053711
	Iteration 14Q: 3 clusters Score -1.259964e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 98381 members 
Entering Unmasked Estep 
Score: -12600786.000000 Penalty: 5710.053711
	Iteration 15Q: 3 clusters Score -1.260079e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 98764 members 
Entering Unmasked Estep 
Score: -12601332.000000 Penalty: 5710.053711
	Iteration 16Q: 3 clusters Score -1.260133e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 98889 members 
Entering Unmasked Estep 
Score: -12601602.000000 Penalty: 5710.053711
	Iteration 17Q: 3 clusters Score -1.26016e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 98922 members 
Entering Unmasked Estep 
Score: -12601755.000000 Penalty: 5710.053711
	Iteration 18Q: 3 clusters Score -1.260176e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 98925 members 
Entering Unmasked Estep 
Score: -12601847.000000 Penalty: 5710.053711
	Iteration 19Q: 3 clusters Score -1.260185e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -12601925.000000 Penalty: 5710.053711
	Iteration 20F: 3 clusters Score -1.260192e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 98930 members 
Entering Unmasked Estep 
Score: -12601958.000000 Penalty: 5710.053711
	Iteration 21Q: 3 clusters Score -1.260196e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 98934 members 
Entering Unmasked Estep 
Score: -12601978.000000 Penalty: 5710.053711
	Iteration 22Q: 3 clusters Score -1.260198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 98935 members 
Entering Unmasked Estep 
Score: -12601990.000000 Penalty: 5710.053711
	Iteration 23Q: 3 clusters Score -1.260199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 98934 members 
Entering Unmasked Estep 
Score: -12602001.000000 Penalty: 5710.053711
	Iteration 24Q: 3 clusters Score -1.2602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 98931 members 
Entering Unmasked Estep 
Score: -12602013.000000 Penalty: 5710.053711
	Iteration 25Q: 3 clusters Score -1.260201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -12602021.000000 Penalty: 5710.053711
	Iteration 26Q: 3 clusters Score -1.260202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -12602031.000000 Penalty: 5710.053711
	Iteration 27Q: 3 clusters Score -1.260203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -12602033.000000 Penalty: 5710.053711
	Iteration 28Q: 3 clusters Score -1.260203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 98927 members 
Entering Unmasked Estep 
Score: -12602032.000000 Penalty: 5710.053711
	Iteration 29Q: 3 clusters Score -1.260203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 98927 members 
Entering Unmasked Estep 
Score: -12602025.000000 Penalty: 5710.053711
	Iteration 30Q: 3 clusters Score -1.260202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 98925 members 
Entering Unmasked Estep 
Score: -12602029.000000 Penalty: 5710.053711
	Iteration 31Q: 3 clusters Score -1.260203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 98925 members 
Entering Unmasked Estep 
Score: -12602035.000000 Penalty: 5710.053711
	Iteration 32Q: 3 clusters Score -1.260204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 98924 members 
Entering Unmasked Estep 
Score: -12602043.000000 Penalty: 5710.053711
	Iteration 33Q: 3 clusters Score -1.260204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 98924 members 
Entering Unmasked Estep 
Score: -12602043.000000 Penalty: 5710.053711
	Iteration 34F: 3 clusters Score -1.260204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (151227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151227 members 
Entering Unmasked Estep 
Score: -19245098.000000 Penalty: 2957.781250
	Iteration 0F: 2 clusters Score -1.92451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -19147578.000000 Penalty: 5915.562500
	Iteration 0F: 3 clusters Score -1.914758e+07 nChanged 72024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -19188422.000000 Penalty: 5915.562500
	Iteration 1F: 3 clusters Score -1.918842e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71637 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -19189762.000000 Penalty: 5915.562500
	Iteration 2Q: 3 clusters Score -1.918976e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68919 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -19191662.000000 Penalty: 5915.562500
	Iteration 3Q: 3 clusters Score -1.919166e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 86397 members 
Entering Unmasked Estep 
Score: -19194988.000000 Penalty: 5915.562500
	Iteration 4Q: 3 clusters Score -1.919499e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -19200290.000000 Penalty: 5915.562500
	Iteration 5F: 3 clusters Score -1.920029e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -19207844.000000 Penalty: 5915.562500
	Iteration 6F: 3 clusters Score -1.920784e+07 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 107560 members 
Entering Unmasked Estep 
Score: -19216180.000000 Penalty: 5915.562500
	Iteration 7F: 3 clusters Score -1.921618e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 114747 members 
Entering Unmasked Estep 
Score: -19223384.000000 Penalty: 5915.562500
	Iteration 8F: 3 clusters Score -1.922338e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 120434 members 
Entering Unmasked Estep 
Score: -19228666.000000 Penalty: 5915.562500
	Iteration 9F: 3 clusters Score -1.922867e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 124539 members 
Entering Unmasked Estep 
Score: -19231934.000000 Penalty: 5915.562500
	Iteration 10Q: 3 clusters Score -1.923193e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 127709 members 
Entering Unmasked Estep 
Score: -19234236.000000 Penalty: 5915.562500
	Iteration 11Q: 3 clusters Score -1.923424e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 130300 members 
Entering Unmasked Estep 
Score: -19235704.000000 Penalty: 5915.562500
	Iteration 12Q: 3 clusters Score -1.92357e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 132582 members 
Entering Unmasked Estep 
Score: -19236606.000000 Penalty: 5915.562500
	Iteration 13Q: 3 clusters Score -1.923661e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 134619 members 
Entering Unmasked Estep 
Score: -19237558.000000 Penalty: 5915.562500
	Iteration 14Q: 3 clusters Score -1.923756e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 136456 members 
Entering Unmasked Estep 
Score: -19238330.000000 Penalty: 5915.562500
	Iteration 15Q: 3 clusters Score -1.923833e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 138157 members 
Entering Unmasked Estep 
Score: -19239058.000000 Penalty: 5915.562500
	Iteration 16Q: 3 clusters Score -1.923906e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 139706 members 
Entering Unmasked Estep 
Score: -19239696.000000 Penalty: 5915.562500
	Iteration 17Q: 3 clusters Score -1.92397e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 141070 members 
Entering Unmasked Estep 
Score: -19240210.000000 Penalty: 5915.562500
	Iteration 18Q: 3 clusters Score -1.924021e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 142279 members 
Entering Unmasked Estep 
Score: -19240766.000000 Penalty: 5915.562500
	Iteration 19Q: 3 clusters Score -1.924077e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 143340 members 
Entering Unmasked Estep 
Score: -19241260.000000 Penalty: 5915.562500
	Iteration 20F: 3 clusters Score -1.924126e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 144279 members 
Entering Unmasked Estep 
Score: -19241700.000000 Penalty: 5915.562500
	Iteration 21Q: 3 clusters Score -1.92417e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 145059 members 
Entering Unmasked Estep 
Score: -19242112.000000 Penalty: 5915.562500
	Iteration 22Q: 3 clusters Score -1.924211e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 145732 members 
Entering Unmasked Estep 
Score: -19242342.000000 Penalty: 5915.562500
	Iteration 23Q: 3 clusters Score -1.924234e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 146288 members 
Entering Unmasked Estep 
Score: -19242604.000000 Penalty: 5915.562500
	Iteration 24Q: 3 clusters Score -1.92426e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 146737 members 
Entering Unmasked Estep 
Score: -19242716.000000 Penalty: 5915.562500
	Iteration 25Q: 3 clusters Score -1.924272e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 147124 members 
Entering Unmasked Estep 
Score: -19242816.000000 Penalty: 5915.562500
	Iteration 26Q: 3 clusters Score -1.924282e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 147440 members 
Entering Unmasked Estep 
Score: -19242866.000000 Penalty: 5915.562500
	Iteration 27Q: 3 clusters Score -1.924287e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 147691 members 
Entering Unmasked Estep 
Score: -19242936.000000 Penalty: 5915.562500
	Iteration 28Q: 3 clusters Score -1.924294e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 147901 members 
Entering Unmasked Estep 
Score: -19243074.000000 Penalty: 5915.562500
	Iteration 29Q: 3 clusters Score -1.924307e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 148076 members 
Entering Unmasked Estep 
Score: -19243136.000000 Penalty: 5915.562500
	Iteration 30Q: 3 clusters Score -1.924314e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 148220 members 
Entering Unmasked Estep 
Score: -19243158.000000 Penalty: 5915.562500
	Iteration 31Q: 3 clusters Score -1.924316e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 148366 members 
Entering Unmasked Estep 
Score: -19243174.000000 Penalty: 5915.562500
	Iteration 32Q: 3 clusters Score -1.924317e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 148503 members 
Entering Unmasked Estep 
Score: -19243288.000000 Penalty: 5915.562500
	Iteration 33Q: 3 clusters Score -1.924329e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 148598 members 
Entering Unmasked Estep 
Score: -19243322.000000 Penalty: 5915.562500
	Iteration 34Q: 3 clusters Score -1.924332e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 148686 members 
Entering Unmasked Estep 
Score: -19243428.000000 Penalty: 5915.562500
	Iteration 35Q: 3 clusters Score -1.924343e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 148754 members 
Entering Unmasked Estep 
Score: -19243562.000000 Penalty: 5915.562500
	Iteration 36Q: 3 clusters Score -1.924356e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 148810 members 
Entering Unmasked Estep 
Score: -19243720.000000 Penalty: 5915.562500
	Iteration 37Q: 3 clusters Score -1.924372e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 148833 members 
Entering Unmasked Estep 
Score: -19243898.000000 Penalty: 5915.562500
	Iteration 38Q: 3 clusters Score -1.92439e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 148824 members 
Entering Unmasked Estep 
Score: -19244044.000000 Penalty: 5915.562500
	Iteration 39Q: 3 clusters Score -1.924404e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 148778 members 
Entering Unmasked Estep 
Score: -19244118.000000 Penalty: 5915.562500
	Iteration 40F: 3 clusters Score -1.924412e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 148737 members 
Entering Unmasked Estep 
Score: -19244156.000000 Penalty: 5915.562500
	Iteration 41Q: 3 clusters Score -1.924416e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 148685 members 
Entering Unmasked Estep 
Score: -19244240.000000 Penalty: 5915.562500
	Iteration 42Q: 3 clusters Score -1.924424e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 148642 members 
Entering Unmasked Estep 
Score: -19244318.000000 Penalty: 5915.562500
	Iteration 43Q: 3 clusters Score -1.924432e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 148604 members 
Entering Unmasked Estep 
Score: -19244378.000000 Penalty: 5915.562500
	Iteration 44Q: 3 clusters Score -1.924438e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 148559 members 
Entering Unmasked Estep 
Score: -19244476.000000 Penalty: 5915.562500
	Iteration 45Q: 3 clusters Score -1.924448e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 148506 members 
Entering Unmasked Estep 
Score: -19244518.000000 Penalty: 5915.562500
	Iteration 46Q: 3 clusters Score -1.924452e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 148446 members 
Entering Unmasked Estep 
Score: -19244564.000000 Penalty: 5915.562500
	Iteration 47Q: 3 clusters Score -1.924456e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 148393 members 
Entering Unmasked Estep 
Score: -19244598.000000 Penalty: 5915.562500
	Iteration 48Q: 3 clusters Score -1.92446e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 148353 members 
Entering Unmasked Estep 
Score: -19244612.000000 Penalty: 5915.562500
	Iteration 49Q: 3 clusters Score -1.924461e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 148319 members 
Entering Unmasked Estep 
Score: -19244656.000000 Penalty: 5915.562500
	Iteration 50Q: 3 clusters Score -1.924466e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -19244696.000000 Penalty: 5915.562500
	Iteration 51Q: 3 clusters Score -1.92447e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 148259 members 
Entering Unmasked Estep 
Score: -19244714.000000 Penalty: 5915.562500
	Iteration 52Q: 3 clusters Score -1.924471e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 148226 members 
Entering Unmasked Estep 
Score: -19244746.000000 Penalty: 5915.562500
	Iteration 53Q: 3 clusters Score -1.924475e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 148191 members 
Entering Unmasked Estep 
Score: -19244748.000000 Penalty: 5915.562500
	Iteration 54Q: 3 clusters Score -1.924475e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 148152 members 
Entering Unmasked Estep 
Score: -19244738.000000 Penalty: 5915.562500
	Iteration 55Q: 3 clusters Score -1.924474e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -19244808.000000 Penalty: 5915.562500
	Iteration 56Q: 3 clusters Score -1.924481e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 148090 members 
Entering Unmasked Estep 
Score: -19244786.000000 Penalty: 5915.562500
	Iteration 57Q: 3 clusters Score -1.924479e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 148072 members 
Entering Unmasked Estep 
Score: -19244796.000000 Penalty: 5915.562500
	Iteration 58Q: 3 clusters Score -1.92448e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 148041 members 
Entering Unmasked Estep 
Score: -19244846.000000 Penalty: 5915.562500
	Iteration 59Q: 3 clusters Score -1.924485e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 148007 members 
Entering Unmasked Estep 
Score: -19244836.000000 Penalty: 5915.562500
	Iteration 60F: 3 clusters Score -1.924484e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 147984 members 
Entering Unmasked Estep 
Score: -19244874.000000 Penalty: 5915.562500
	Iteration 61Q: 3 clusters Score -1.924487e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 147965 members 
Entering Unmasked Estep 
Score: -19244884.000000 Penalty: 5915.562500
	Iteration 62Q: 3 clusters Score -1.924488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 147955 members 
Entering Unmasked Estep 
Score: -19244864.000000 Penalty: 5915.562500
	Iteration 63Q: 3 clusters Score -1.924486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 147948 members 
Entering Unmasked Estep 
Score: -19244896.000000 Penalty: 5915.562500
	Iteration 64Q: 3 clusters Score -1.92449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 147936 members 
Entering Unmasked Estep 
Score: -19244868.000000 Penalty: 5915.562500
	Iteration 65Q: 3 clusters Score -1.924487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 147925 members 
Entering Unmasked Estep 
Score: -19244888.000000 Penalty: 5915.562500
	Iteration 66Q: 3 clusters Score -1.924489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 147919 members 
Entering Unmasked Estep 
Score: -19244894.000000 Penalty: 5915.562500
	Iteration 67Q: 3 clusters Score -1.924489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 147906 members 
Entering Unmasked Estep 
Score: -19244894.000000 Penalty: 5915.562500
	Iteration 68Q: 3 clusters Score -1.924489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 147901 members 
Entering Unmasked Estep 
Score: -19244882.000000 Penalty: 5915.562500
	Iteration 69Q: 3 clusters Score -1.924488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 147901 members 
Entering Unmasked Estep 
Score: -19244890.000000 Penalty: 5915.562500
	Iteration 70Q: 3 clusters Score -1.924489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 147898 members 
Entering Unmasked Estep 
Score: -19244878.000000 Penalty: 5915.562500
	Iteration 71Q: 3 clusters Score -1.924488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 147898 members 
Entering Unmasked Estep 
Score: -19244880.000000 Penalty: 5915.562500
	Iteration 72Q: 3 clusters Score -1.924488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 147895 members 
Entering Unmasked Estep 
Score: -19244888.000000 Penalty: 5915.562500
	Iteration 73Q: 3 clusters Score -1.924489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 147893 members 
Entering Unmasked Estep 
Score: -19244888.000000 Penalty: 5915.562500
	Iteration 74Q: 3 clusters Score -1.924489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 147892 members 
Entering Unmasked Estep 
Score: -19244890.000000 Penalty: 5915.562500
	Iteration 75Q: 3 clusters Score -1.924489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 147889 members 
Entering Unmasked Estep 
Score: -19244888.000000 Penalty: 5915.562500
	Iteration 76Q: 3 clusters Score -1.924489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 147881 members 
Entering Unmasked Estep 
Score: -19244894.000000 Penalty: 5915.562500
	Iteration 77Q: 3 clusters Score -1.924489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 147874 members 
Entering Unmasked Estep 
Score: -19244918.000000 Penalty: 5915.562500
	Iteration 78Q: 3 clusters Score -1.924492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 147870 members 
Entering Unmasked Estep 
Score: -19244902.000000 Penalty: 5915.562500
	Iteration 79Q: 3 clusters Score -1.92449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 147869 members 
Entering Unmasked Estep 
Score: -19244902.000000 Penalty: 5915.562500
	Iteration 80F: 3 clusters Score -1.92449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 147870 members 
Entering Unmasked Estep 
Score: -19244900.000000 Penalty: 5915.562500
	Iteration 81Q: 3 clusters Score -1.92449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 147865 members 
Entering Unmasked Estep 
Score: -19244892.000000 Penalty: 5915.562500
	Iteration 82Q: 3 clusters Score -1.924489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 147861 members 
Entering Unmasked Estep 
Score: -19244906.000000 Penalty: 5915.562500
	Iteration 83Q: 3 clusters Score -1.924491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 147857 members 
Entering Unmasked Estep 
Score: -19244918.000000 Penalty: 5915.562500
	Iteration 84Q: 3 clusters Score -1.924492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 147852 members 
Entering Unmasked Estep 
Score: -19244928.000000 Penalty: 5915.562500
	Iteration 85Q: 3 clusters Score -1.924493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 147846 members 
Entering Unmasked Estep 
Score: -19244930.000000 Penalty: 5915.562500
	Iteration 86Q: 3 clusters Score -1.924493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 147840 members 
Entering Unmasked Estep 
Score: -19244942.000000 Penalty: 5915.562500
	Iteration 87Q: 3 clusters Score -1.924494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 147840 members 
Entering Unmasked Estep 
Score: -19244942.000000 Penalty: 5915.562500
	Iteration 88Q: 3 clusters Score -1.924494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 147838 members 
Entering Unmasked Estep 
Score: -19244954.000000 Penalty: 5915.562500
	Iteration 89Q: 3 clusters Score -1.924495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 147835 members 
Entering Unmasked Estep 
Score: -19244964.000000 Penalty: 5915.562500
	Iteration 90Q: 3 clusters Score -1.924496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 147832 members 
Entering Unmasked Estep 
Score: -19244960.000000 Penalty: 5915.562500
	Iteration 91Q: 3 clusters Score -1.924496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 147828 members 
Entering Unmasked Estep 
Score: -19244946.000000 Penalty: 5915.562500
	Iteration 92Q: 3 clusters Score -1.924495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 147825 members 
Entering Unmasked Estep 
Score: -19244946.000000 Penalty: 5915.562500
	Iteration 93Q: 3 clusters Score -1.924495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 147823 members 
Entering Unmasked Estep 
Score: -19244944.000000 Penalty: 5915.562500
	Iteration 94Q: 3 clusters Score -1.924494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 147820 members 
Entering Unmasked Estep 
Score: -19244962.000000 Penalty: 5915.562500
	Iteration 95Q: 3 clusters Score -1.924496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 147818 members 
Entering Unmasked Estep 
Score: -19244968.000000 Penalty: 5915.562500
	Iteration 96Q: 3 clusters Score -1.924497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 147818 members 
Entering Unmasked Estep 
Score: -19244968.000000 Penalty: 5915.562500
	Iteration 97F: 3 clusters Score -1.924497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Entering Unmasked Estep 
Score: -5590362.500000 Penalty: 2662.642578
	Iteration 0F: 2 clusters Score -5590362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -5559289.000000 Penalty: 5325.285156
	Iteration 0F: 3 clusters Score -5559289 nChanged 21259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -5570978.000000 Penalty: 5325.285156
	Iteration 1F: 3 clusters Score -5570978 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -5571543.000000 Penalty: 5325.285156
	Iteration 2Q: 3 clusters Score -5571543 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -5572143.000000 Penalty: 5325.285156
	Iteration 3Q: 3 clusters Score -5572143 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -5572714.000000 Penalty: 5325.285156
	Iteration 4Q: 3 clusters Score -5572714 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -5573345.500000 Penalty: 5325.285156
	Iteration 5Q: 3 clusters Score -5573346 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -5574021.000000 Penalty: 5325.285156
	Iteration 6Q: 3 clusters Score -5574021 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -5574828.000000 Penalty: 5325.285156
	Iteration 7Q: 3 clusters Score -5574828 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -5575806.500000 Penalty: 5325.285156
	Iteration 8Q: 3 clusters Score -5575806 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -5577051.500000 Penalty: 5325.285156
	Iteration 9Q: 3 clusters Score -5577052 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -5578710.000000 Penalty: 5325.285156
	Iteration 10F: 3 clusters Score -5578710 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -5580629.500000 Penalty: 5325.285156
	Iteration 11F: 3 clusters Score -5580630 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5582688.000000 Penalty: 5325.285156
	Iteration 12F: 3 clusters Score -5582688 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -5584568.000000 Penalty: 5325.285156
	Iteration 13Q: 3 clusters Score -5584568 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -5585904.000000 Penalty: 5325.285156
	Iteration 14Q: 3 clusters Score -5585904 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -5586831.000000 Penalty: 5325.285156
	Iteration 15Q: 3 clusters Score -5586831 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -5587485.500000 Penalty: 5325.285156
	Iteration 16Q: 3 clusters Score -5587486 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -5587916.000000 Penalty: 5325.285156
	Iteration 17Q: 3 clusters Score -5587916 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -5588179.500000 Penalty: 5325.285156
	Iteration 18Q: 3 clusters Score -5588180 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -5588370.500000 Penalty: 5325.285156
	Iteration 19Q: 3 clusters Score -5588370 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -5588481.000000 Penalty: 5325.285156
	Iteration 20F: 3 clusters Score -5588481 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -5588586.000000 Penalty: 5325.285156
	Iteration 21Q: 3 clusters Score -5588586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -5588693.500000 Penalty: 5325.285156
	Iteration 22Q: 3 clusters Score -5588694 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -5588797.000000 Penalty: 5325.285156
	Iteration 23Q: 3 clusters Score -5588797 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5588925.500000 Penalty: 5325.285156
	Iteration 24Q: 3 clusters Score -5588926 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -5588991.000000 Penalty: 5325.285156
	Iteration 25Q: 3 clusters Score -5588991 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -5589036.500000 Penalty: 5325.285156
	Iteration 26Q: 3 clusters Score -5589036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -5589045.000000 Penalty: 5325.285156
	Iteration 27Q: 3 clusters Score -5589045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -5589038.500000 Penalty: 5325.285156
	Iteration 28Q: 3 clusters Score -5589038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -5589046.000000 Penalty: 5325.285156
	Iteration 29Q: 3 clusters Score -5589046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -5589048.000000 Penalty: 5325.285156
	Iteration 30Q: 3 clusters Score -5589048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5589051.500000 Penalty: 5325.285156
	Iteration 31Q: 3 clusters Score -5589052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -5589053.000000 Penalty: 5325.285156
	Iteration 32Q: 3 clusters Score -5589053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -5589059.500000 Penalty: 5325.285156
	Iteration 33Q: 3 clusters Score -5589060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -5589061.500000 Penalty: 5325.285156
	Iteration 34Q: 3 clusters Score -5589062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -5589061.500000 Penalty: 5325.285156
	Iteration 35F: 3 clusters Score -5589062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Entering Unmasked Estep 
Score: -3581014.500000 Penalty: 2535.257812
	Iteration 0F: 2 clusters Score -3581014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3562085.000000 Penalty: 5070.515625
	Iteration 0F: 3 clusters Score -3562085 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3568794.250000 Penalty: 5070.515625
	Iteration 1F: 3 clusters Score -3568794 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3569270.250000 Penalty: 5070.515625
	Iteration 2Q: 3 clusters Score -3569270 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3569751.750000 Penalty: 5070.515625
	Iteration 3Q: 3 clusters Score -3569752 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -3570347.500000 Penalty: 5070.515625
	Iteration 4Q: 3 clusters Score -3570348 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3571124.250000 Penalty: 5070.515625
	Iteration 5F: 3 clusters Score -3571124 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -3572147.000000 Penalty: 5070.515625
	Iteration 6F: 3 clusters Score -3572147 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3573420.750000 Penalty: 5070.515625
	Iteration 7F: 3 clusters Score -3573421 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3574848.500000 Penalty: 5070.515625
	Iteration 8F: 3 clusters Score -3574848 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3576133.250000 Penalty: 5070.515625
	Iteration 9F: 3 clusters Score -3576133 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3577162.000000 Penalty: 5070.515625
	Iteration 10Q: 3 clusters Score -3577162 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3577868.000000 Penalty: 5070.515625
	Iteration 11Q: 3 clusters Score -3577868 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3578293.250000 Penalty: 5070.515625
	Iteration 12Q: 3 clusters Score -3578293 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3578476.000000 Penalty: 5070.515625
	Iteration 13Q: 3 clusters Score -3578476 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3578596.000000 Penalty: 5070.515625
	Iteration 14Q: 3 clusters Score -3578596 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3578670.250000 Penalty: 5070.515625
	Iteration 15Q: 3 clusters Score -3578670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3578706.250000 Penalty: 5070.515625
	Iteration 16Q: 3 clusters Score -3578706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3578743.500000 Penalty: 5070.515625
	Iteration 17Q: 3 clusters Score -3578744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -3578762.750000 Penalty: 5070.515625
	Iteration 18Q: 3 clusters Score -3578763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3578783.250000 Penalty: 5070.515625
	Iteration 19Q: 3 clusters Score -3578783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3578799.250000 Penalty: 5070.515625
	Iteration 20F: 3 clusters Score -3578799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3578807.250000 Penalty: 5070.515625
	Iteration 21Q: 3 clusters Score -3578807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3578814.750000 Penalty: 5070.515625
	Iteration 22Q: 3 clusters Score -3578815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3578831.000000 Penalty: 5070.515625
	Iteration 23Q: 3 clusters Score -3578831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3578836.000000 Penalty: 5070.515625
	Iteration 24Q: 3 clusters Score -3578836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3578849.250000 Penalty: 5070.515625
	Iteration 25Q: 3 clusters Score -3578849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3578851.500000 Penalty: 5070.515625
	Iteration 26Q: 3 clusters Score -3578852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3578851.500000 Penalty: 5070.515625
	Iteration 27F: 3 clusters Score -3578852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -62118.042969 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -62118.04 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 287 members 
Entering Unmasked Estep 
Score: -60693.488281 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -60693.49 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61101.445312 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -61101.45 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61356.593750 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -61356.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61467.289062 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -61467.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61581.417969 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -61581.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -61654.203125 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -61654.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -61683.496094 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -61683.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -61696.753906 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -61696.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -61710.085938 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -61710.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -61716.296875 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -61716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -61723.175781 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -61723.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -61732.851562 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -61732.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -61734.914062 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -61734.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -61737.988281 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -61737.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -61759.679688 Penalty: 3150.904053
	Iteration 14Q: 3 clusters Score -61759.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -61863.472656 Penalty: 3150.904053
	Iteration 15Q: 3 clusters Score -61863.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -62089.792969 Penalty: 3150.904053
	Iteration 16Q: 3 clusters Score -62089.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -62215.785156 Penalty: 3150.904053
	Iteration 17Q: 3 clusters Score -62215.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -62215.785156 Penalty: 3150.904053
	Iteration 18F: 3 clusters Score -62215.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 29964 members 
Mstep: Class 3 contains 43897 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156806 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 17920 members 
Mstep: Class 10 contains 286350 members 
Mstep: Class 11 contains 12561 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 4233 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7849 members 
Mstep: Class 16 contains 4868 members 
Mstep: Class 17 contains 34146 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 6825 members 
Mstep: Class 20 contains 99928 members 
Mstep: Class 21 contains 151227 members 
Mstep: Class 22 contains 46003 members 
Mstep: Class 23 contains 27524 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19570 members 
Mstep: Class 27 contains 105438 members 
Mstep: Class 28 contains 13746 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8093 members 
Mstep: Class 32 contains 79836 members 
Mstep: Class 33 contains 153 members 
Entering Unmasked Estep 
Score: -157736016.000000 Penalty: 114993.804688
Splitting cluster 24 changes total score from -157737776.000000 to -157736016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -93018.492188 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -93018.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91285.882812 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -91285.88 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91519.234375 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -91519.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -91636.562500 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -91636.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91669.554688 Penalty: 3304.280029
	Iteration 3Q: 3 clusters Score -91669.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91685.539062 Penalty: 3304.280029
	Iteration 4Q: 3 clusters Score -91685.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91691.906250 Penalty: 3304.280029
	Iteration 5Q: 3 clusters Score -91691.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91696.398438 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -91696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91700.023438 Penalty: 3304.280029
	Iteration 7Q: 3 clusters Score -91700.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91701.640625 Penalty: 3304.280029
	Iteration 8Q: 3 clusters Score -91701.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91702.562500 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -91702.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91707.320312 Penalty: 3304.280029
	Iteration 10Q: 3 clusters Score -91707.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91710.531250 Penalty: 3304.280029
	Iteration 11Q: 3 clusters Score -91710.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91712.406250 Penalty: 3304.280029
	Iteration 12Q: 3 clusters Score -91712.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91712.976562 Penalty: 3304.280029
	Iteration 13Q: 3 clusters Score -91712.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91712.976562 Penalty: 3304.280029
	Iteration 14F: 3 clusters Score -91712.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Entering Unmasked Estep 
Score: -2286405.750000 Penalty: 2450.674805
	Iteration 0F: 2 clusters Score -2286406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2272564.250000 Penalty: 4901.349609
	Iteration 0F: 3 clusters Score -2272564 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2277635.000000 Penalty: 4901.349609
	Iteration 1F: 3 clusters Score -2277635 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2278551.750000 Penalty: 4901.349609
	Iteration 2F: 3 clusters Score -2278552 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2279591.750000 Penalty: 4901.349609
	Iteration 3F: 3 clusters Score -2279592 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2280668.000000 Penalty: 4901.349609
	Iteration 4F: 3 clusters Score -2280668 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2281671.250000 Penalty: 4901.349609
	Iteration 5F: 3 clusters Score -2281671 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2282474.000000 Penalty: 4901.349609
	Iteration 6F: 3 clusters Score -2282474 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2283073.750000 Penalty: 4901.349609
	Iteration 7Q: 3 clusters Score -2283074 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2283541.750000 Penalty: 4901.349609
	Iteration 8Q: 3 clusters Score -2283542 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2283899.750000 Penalty: 4901.349609
	Iteration 9Q: 3 clusters Score -2283900 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2284183.500000 Penalty: 4901.349609
	Iteration 10Q: 3 clusters Score -2284184 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2284423.000000 Penalty: 4901.349609
	Iteration 11Q: 3 clusters Score -2284423 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2284578.250000 Penalty: 4901.349609
	Iteration 12Q: 3 clusters Score -2284578 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2284696.500000 Penalty: 4901.349609
	Iteration 13Q: 3 clusters Score -2284696 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2284770.750000 Penalty: 4901.349609
	Iteration 14Q: 3 clusters Score -2284771 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2284830.750000 Penalty: 4901.349609
	Iteration 15Q: 3 clusters Score -2284831 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2284885.250000 Penalty: 4901.349609
	Iteration 16Q: 3 clusters Score -2284885 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2284920.500000 Penalty: 4901.349609
	Iteration 17Q: 3 clusters Score -2284920 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2284949.250000 Penalty: 4901.349609
	Iteration 18Q: 3 clusters Score -2284949 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2284973.500000 Penalty: 4901.349609
	Iteration 19Q: 3 clusters Score -2284974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2284990.750000 Penalty: 4901.349609
	Iteration 20F: 3 clusters Score -2284991 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2285010.250000 Penalty: 4901.349609
	Iteration 21Q: 3 clusters Score -2285010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2285026.250000 Penalty: 4901.349609
	Iteration 22Q: 3 clusters Score -2285026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2285044.250000 Penalty: 4901.349609
	Iteration 23Q: 3 clusters Score -2285044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2285062.750000 Penalty: 4901.349609
	Iteration 24Q: 3 clusters Score -2285063 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2285077.250000 Penalty: 4901.349609
	Iteration 25Q: 3 clusters Score -2285077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2285091.000000 Penalty: 4901.349609
	Iteration 26Q: 3 clusters Score -2285091 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2285108.500000 Penalty: 4901.349609
	Iteration 27Q: 3 clusters Score -2285108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2285123.750000 Penalty: 4901.349609
	Iteration 28Q: 3 clusters Score -2285124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2285125.500000 Penalty: 4901.349609
	Iteration 29Q: 3 clusters Score -2285126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2285132.500000 Penalty: 4901.349609
	Iteration 30Q: 3 clusters Score -2285132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2285148.750000 Penalty: 4901.349609
	Iteration 31Q: 3 clusters Score -2285149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2285153.750000 Penalty: 4901.349609
	Iteration 32Q: 3 clusters Score -2285154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2285153.500000 Penalty: 4901.349609
	Iteration 33Q: 3 clusters Score -2285154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2285160.750000 Penalty: 4901.349609
	Iteration 34Q: 3 clusters Score -2285161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2285165.750000 Penalty: 4901.349609
	Iteration 35Q: 3 clusters Score -2285166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2285172.000000 Penalty: 4901.349609
	Iteration 36Q: 3 clusters Score -2285172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2285179.500000 Penalty: 4901.349609
	Iteration 37Q: 3 clusters Score -2285180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2285181.500000 Penalty: 4901.349609
	Iteration 38Q: 3 clusters Score -2285182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2285191.750000 Penalty: 4901.349609
	Iteration 39Q: 3 clusters Score -2285192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2285196.750000 Penalty: 4901.349609
	Iteration 40F: 3 clusters Score -2285197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2285199.250000 Penalty: 4901.349609
	Iteration 41Q: 3 clusters Score -2285199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2285211.500000 Penalty: 4901.349609
	Iteration 42Q: 3 clusters Score -2285212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2285222.250000 Penalty: 4901.349609
	Iteration 43Q: 3 clusters Score -2285222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2285230.000000 Penalty: 4901.349609
	Iteration 44Q: 3 clusters Score -2285230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2285235.750000 Penalty: 4901.349609
	Iteration 45Q: 3 clusters Score -2285236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2285236.500000 Penalty: 4901.349609
	Iteration 46Q: 3 clusters Score -2285236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2285245.750000 Penalty: 4901.349609
	Iteration 47Q: 3 clusters Score -2285246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2285255.000000 Penalty: 4901.349609
	Iteration 48Q: 3 clusters Score -2285255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2285266.500000 Penalty: 4901.349609
	Iteration 49Q: 3 clusters Score -2285266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2285270.000000 Penalty: 4901.349609
	Iteration 50Q: 3 clusters Score -2285270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2285289.250000 Penalty: 4901.349609
	Iteration 51Q: 3 clusters Score -2285289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2285290.500000 Penalty: 4901.349609
	Iteration 52Q: 3 clusters Score -2285290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2285300.750000 Penalty: 4901.349609
	Iteration 53Q: 3 clusters Score -2285301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2285314.500000 Penalty: 4901.349609
	Iteration 54Q: 3 clusters Score -2285314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2285315.750000 Penalty: 4901.349609
	Iteration 55Q: 3 clusters Score -2285316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2285328.000000 Penalty: 4901.349609
	Iteration 56Q: 3 clusters Score -2285328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2285338.000000 Penalty: 4901.349609
	Iteration 57Q: 3 clusters Score -2285338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2285344.750000 Penalty: 4901.349609
	Iteration 58Q: 3 clusters Score -2285345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2285347.250000 Penalty: 4901.349609
	Iteration 59Q: 3 clusters Score -2285347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2285354.250000 Penalty: 4901.349609
	Iteration 60F: 3 clusters Score -2285354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2285355.000000 Penalty: 4901.349609
	Iteration 61Q: 3 clusters Score -2285355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2285364.750000 Penalty: 4901.349609
	Iteration 62Q: 3 clusters Score -2285365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2285375.750000 Penalty: 4901.349609
	Iteration 63Q: 3 clusters Score -2285376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2285376.500000 Penalty: 4901.349609
	Iteration 64Q: 3 clusters Score -2285376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2285380.750000 Penalty: 4901.349609
	Iteration 65Q: 3 clusters Score -2285381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2285386.750000 Penalty: 4901.349609
	Iteration 66Q: 3 clusters Score -2285387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2285391.500000 Penalty: 4901.349609
	Iteration 67Q: 3 clusters Score -2285392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2285397.000000 Penalty: 4901.349609
	Iteration 68Q: 3 clusters Score -2285397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2285399.000000 Penalty: 4901.349609
	Iteration 69Q: 3 clusters Score -2285399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2285410.250000 Penalty: 4901.349609
	Iteration 70Q: 3 clusters Score -2285410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2285414.750000 Penalty: 4901.349609
	Iteration 71Q: 3 clusters Score -2285415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2285415.000000 Penalty: 4901.349609
	Iteration 72Q: 3 clusters Score -2285415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2285420.250000 Penalty: 4901.349609
	Iteration 73Q: 3 clusters Score -2285420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2285423.000000 Penalty: 4901.349609
	Iteration 74Q: 3 clusters Score -2285423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2285421.500000 Penalty: 4901.349609
	Iteration 75Q: 3 clusters Score -2285422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2285425.750000 Penalty: 4901.349609
	Iteration 76Q: 3 clusters Score -2285426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2285426.750000 Penalty: 4901.349609
	Iteration 77Q: 3 clusters Score -2285427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2285434.250000 Penalty: 4901.349609
	Iteration 78Q: 3 clusters Score -2285434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2285436.750000 Penalty: 4901.349609
	Iteration 79Q: 3 clusters Score -2285437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2285439.500000 Penalty: 4901.349609
	Iteration 80F: 3 clusters Score -2285440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2285446.500000 Penalty: 4901.349609
	Iteration 81Q: 3 clusters Score -2285446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2285447.750000 Penalty: 4901.349609
	Iteration 82Q: 3 clusters Score -2285448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2285453.250000 Penalty: 4901.349609
	Iteration 83Q: 3 clusters Score -2285453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2285455.250000 Penalty: 4901.349609
	Iteration 84Q: 3 clusters Score -2285455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2285461.000000 Penalty: 4901.349609
	Iteration 85Q: 3 clusters Score -2285461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2285464.500000 Penalty: 4901.349609
	Iteration 86Q: 3 clusters Score -2285464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2285476.250000 Penalty: 4901.349609
	Iteration 87Q: 3 clusters Score -2285476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2285480.500000 Penalty: 4901.349609
	Iteration 88Q: 3 clusters Score -2285480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2285489.000000 Penalty: 4901.349609
	Iteration 89Q: 3 clusters Score -2285489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2285497.250000 Penalty: 4901.349609
	Iteration 90Q: 3 clusters Score -2285497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2285497.750000 Penalty: 4901.349609
	Iteration 91Q: 3 clusters Score -2285498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2285498.250000 Penalty: 4901.349609
	Iteration 92Q: 3 clusters Score -2285498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2285509.500000 Penalty: 4901.349609
	Iteration 93Q: 3 clusters Score -2285510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2285518.750000 Penalty: 4901.349609
	Iteration 94Q: 3 clusters Score -2285519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2285520.500000 Penalty: 4901.349609
	Iteration 95Q: 3 clusters Score -2285520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2285531.500000 Penalty: 4901.349609
	Iteration 96Q: 3 clusters Score -2285532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2285536.500000 Penalty: 4901.349609
	Iteration 97Q: 3 clusters Score -2285536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2285540.000000 Penalty: 4901.349609
	Iteration 98Q: 3 clusters Score -2285540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2285545.750000 Penalty: 4901.349609
	Iteration 99Q: 3 clusters Score -2285546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2285564.250000 Penalty: 4901.349609
	Iteration 100F: 3 clusters Score -2285564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2285583.000000 Penalty: 4901.349609
	Iteration 101Q: 3 clusters Score -2285583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2285589.250000 Penalty: 4901.349609
	Iteration 102Q: 3 clusters Score -2285589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2285590.250000 Penalty: 4901.349609
	Iteration 103Q: 3 clusters Score -2285590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2285598.500000 Penalty: 4901.349609
	Iteration 104Q: 3 clusters Score -2285598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2285609.000000 Penalty: 4901.349609
	Iteration 105Q: 3 clusters Score -2285609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2285613.000000 Penalty: 4901.349609
	Iteration 106Q: 3 clusters Score -2285613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2285626.500000 Penalty: 4901.349609
	Iteration 107Q: 3 clusters Score -2285626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2285643.250000 Penalty: 4901.349609
	Iteration 108Q: 3 clusters Score -2285643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2285663.500000 Penalty: 4901.349609
	Iteration 109Q: 3 clusters Score -2285664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2285676.750000 Penalty: 4901.349609
	Iteration 110Q: 3 clusters Score -2285677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2285685.500000 Penalty: 4901.349609
	Iteration 111Q: 3 clusters Score -2285686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2285696.000000 Penalty: 4901.349609
	Iteration 112Q: 3 clusters Score -2285696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2285713.750000 Penalty: 4901.349609
	Iteration 113Q: 3 clusters Score -2285714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2285731.500000 Penalty: 4901.349609
	Iteration 114Q: 3 clusters Score -2285732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2285761.750000 Penalty: 4901.349609
	Iteration 115Q: 3 clusters Score -2285762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2285784.750000 Penalty: 4901.349609
	Iteration 116Q: 3 clusters Score -2285785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2285797.000000 Penalty: 4901.349609
	Iteration 117Q: 3 clusters Score -2285797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2285798.750000 Penalty: 4901.349609
	Iteration 118Q: 3 clusters Score -2285799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2285802.250000 Penalty: 4901.349609
	Iteration 119Q: 3 clusters Score -2285802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2285804.250000 Penalty: 4901.349609
	Iteration 120F: 3 clusters Score -2285804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2285807.500000 Penalty: 4901.349609
	Iteration 121Q: 3 clusters Score -2285808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2285811.500000 Penalty: 4901.349609
	Iteration 122Q: 3 clusters Score -2285812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2285811.500000 Penalty: 4901.349609
	Iteration 123Q: 3 clusters Score -2285812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2285813.250000 Penalty: 4901.349609
	Iteration 124Q: 3 clusters Score -2285813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2285814.000000 Penalty: 4901.349609
	Iteration 125Q: 3 clusters Score -2285814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2285813.500000 Penalty: 4901.349609
	Iteration 126Q: 3 clusters Score -2285814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2285813.500000 Penalty: 4901.349609
	Iteration 127F: 3 clusters Score -2285814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (105438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105438 members 
Entering Unmasked Estep 
Score: -13384611.000000 Penalty: 2868.337646
	Iteration 0F: 2 clusters Score -1.338461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -13313875.000000 Penalty: 5736.675293
	Iteration 0F: 3 clusters Score -1.331388e+07 nChanged 50032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -13342592.000000 Penalty: 5736.675293
	Iteration 1F: 3 clusters Score -1.334259e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -13343427.000000 Penalty: 5736.675293
	Iteration 2Q: 3 clusters Score -1.334343e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -13344467.000000 Penalty: 5736.675293
	Iteration 3Q: 3 clusters Score -1.334447e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -13345675.000000 Penalty: 5736.675293
	Iteration 4Q: 3 clusters Score -1.334568e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -13347650.000000 Penalty: 5736.675293
	Iteration 5Q: 3 clusters Score -1.334765e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -13350503.000000 Penalty: 5736.675293
	Iteration 6F: 3 clusters Score -1.33505e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -13354603.000000 Penalty: 5736.675293
	Iteration 7F: 3 clusters Score -1.33546e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -13359499.000000 Penalty: 5736.675293
	Iteration 8F: 3 clusters Score -1.33595e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -13364186.000000 Penalty: 5736.675293
	Iteration 9F: 3 clusters Score -1.336419e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -13367104.000000 Penalty: 5736.675293
	Iteration 10Q: 3 clusters Score -1.33671e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -13368662.000000 Penalty: 5736.675293
	Iteration 11Q: 3 clusters Score -1.336866e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -13369737.000000 Penalty: 5736.675293
	Iteration 12Q: 3 clusters Score -1.336974e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -13370857.000000 Penalty: 5736.675293
	Iteration 13Q: 3 clusters Score -1.337086e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -13371943.000000 Penalty: 5736.675293
	Iteration 14Q: 3 clusters Score -1.337194e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -13372854.000000 Penalty: 5736.675293
	Iteration 15Q: 3 clusters Score -1.337285e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86824 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -13373804.000000 Penalty: 5736.675293
	Iteration 16Q: 3 clusters Score -1.33738e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -13374764.000000 Penalty: 5736.675293
	Iteration 17Q: 3 clusters Score -1.337476e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90477 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -13375626.000000 Penalty: 5736.675293
	Iteration 18Q: 3 clusters Score -1.337563e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92095 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -13376408.000000 Penalty: 5736.675293
	Iteration 19Q: 3 clusters Score -1.337641e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -13377139.000000 Penalty: 5736.675293
	Iteration 20F: 3 clusters Score -1.337714e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -13377845.000000 Penalty: 5736.675293
	Iteration 21Q: 3 clusters Score -1.337784e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -13378413.000000 Penalty: 5736.675293
	Iteration 22Q: 3 clusters Score -1.337841e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -13378970.000000 Penalty: 5736.675293
	Iteration 23Q: 3 clusters Score -1.337897e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98516 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -13379385.000000 Penalty: 5736.675293
	Iteration 24Q: 3 clusters Score -1.337938e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99394 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -13379816.000000 Penalty: 5736.675293
	Iteration 25Q: 3 clusters Score -1.337982e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100148 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -13380153.000000 Penalty: 5736.675293
	Iteration 26Q: 3 clusters Score -1.338015e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -13380475.000000 Penalty: 5736.675293
	Iteration 27Q: 3 clusters Score -1.338048e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -13380675.000000 Penalty: 5736.675293
	Iteration 28Q: 3 clusters Score -1.338068e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -13380904.000000 Penalty: 5736.675293
	Iteration 29Q: 3 clusters Score -1.33809e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -13381059.000000 Penalty: 5736.675293
	Iteration 30Q: 3 clusters Score -1.338106e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102572 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -13381245.000000 Penalty: 5736.675293
	Iteration 31Q: 3 clusters Score -1.338124e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102875 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -13381432.000000 Penalty: 5736.675293
	Iteration 32Q: 3 clusters Score -1.338143e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -13381563.000000 Penalty: 5736.675293
	Iteration 33Q: 3 clusters Score -1.338156e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103310 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -13381642.000000 Penalty: 5736.675293
	Iteration 34Q: 3 clusters Score -1.338164e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -13381765.000000 Penalty: 5736.675293
	Iteration 35Q: 3 clusters Score -1.338176e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -13381801.000000 Penalty: 5736.675293
	Iteration 36Q: 3 clusters Score -1.33818e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -13381860.000000 Penalty: 5736.675293
	Iteration 37Q: 3 clusters Score -1.338186e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103883 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -13381935.000000 Penalty: 5736.675293
	Iteration 38Q: 3 clusters Score -1.338194e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13381964.000000 Penalty: 5736.675293
	Iteration 39Q: 3 clusters Score -1.338196e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104049 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -13381991.000000 Penalty: 5736.675293
	Iteration 40F: 3 clusters Score -1.338199e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104117 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -13382029.000000 Penalty: 5736.675293
	Iteration 41Q: 3 clusters Score -1.338203e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104167 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -13382045.000000 Penalty: 5736.675293
	Iteration 42Q: 3 clusters Score -1.338204e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104213 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -13382064.000000 Penalty: 5736.675293
	Iteration 43Q: 3 clusters Score -1.338206e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -13382090.000000 Penalty: 5736.675293
	Iteration 44Q: 3 clusters Score -1.338209e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104305 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -13382089.000000 Penalty: 5736.675293
	Iteration 45Q: 3 clusters Score -1.338209e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104332 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -13382116.000000 Penalty: 5736.675293
	Iteration 46Q: 3 clusters Score -1.338212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -13382114.000000 Penalty: 5736.675293
	Iteration 47Q: 3 clusters Score -1.338211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -13382116.000000 Penalty: 5736.675293
	Iteration 48Q: 3 clusters Score -1.338212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104372 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -13382118.000000 Penalty: 5736.675293
	Iteration 49Q: 3 clusters Score -1.338212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -13382119.000000 Penalty: 5736.675293
	Iteration 50Q: 3 clusters Score -1.338212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -13382147.000000 Penalty: 5736.675293
	Iteration 51Q: 3 clusters Score -1.338215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104423 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -13382137.000000 Penalty: 5736.675293
	Iteration 52Q: 3 clusters Score -1.338214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13382146.000000 Penalty: 5736.675293
	Iteration 53Q: 3 clusters Score -1.338215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104449 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13382136.000000 Penalty: 5736.675293
	Iteration 54Q: 3 clusters Score -1.338214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104455 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13382137.000000 Penalty: 5736.675293
	Iteration 55Q: 3 clusters Score -1.338214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104456 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -13382140.000000 Penalty: 5736.675293
	Iteration 56Q: 3 clusters Score -1.338214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13382136.000000 Penalty: 5736.675293
	Iteration 57Q: 3 clusters Score -1.338214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13382142.000000 Penalty: 5736.675293
	Iteration 58Q: 3 clusters Score -1.338214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13382141.000000 Penalty: 5736.675293
	Iteration 59Q: 3 clusters Score -1.338214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13382150.000000 Penalty: 5736.675293
	Iteration 60F: 3 clusters Score -1.338215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -13382144.000000 Penalty: 5736.675293
	Iteration 61Q: 3 clusters Score -1.338214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104477 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -13382158.000000 Penalty: 5736.675293
	Iteration 62Q: 3 clusters Score -1.338216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -13382155.000000 Penalty: 5736.675293
	Iteration 63Q: 3 clusters Score -1.338216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -13382168.000000 Penalty: 5736.675293
	Iteration 64Q: 3 clusters Score -1.338217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13382163.000000 Penalty: 5736.675293
	Iteration 65Q: 3 clusters Score -1.338216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104512 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -13382171.000000 Penalty: 5736.675293
	Iteration 66Q: 3 clusters Score -1.338217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -13382182.000000 Penalty: 5736.675293
	Iteration 67Q: 3 clusters Score -1.338218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -13382185.000000 Penalty: 5736.675293
	Iteration 68Q: 3 clusters Score -1.338218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13382200.000000 Penalty: 5736.675293
	Iteration 69Q: 3 clusters Score -1.33822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104550 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -13382217.000000 Penalty: 5736.675293
	Iteration 70Q: 3 clusters Score -1.338222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13382221.000000 Penalty: 5736.675293
	Iteration 71Q: 3 clusters Score -1.338222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -13382224.000000 Penalty: 5736.675293
	Iteration 72Q: 3 clusters Score -1.338222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104567 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13382227.000000 Penalty: 5736.675293
	Iteration 73Q: 3 clusters Score -1.338223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104573 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -13382239.000000 Penalty: 5736.675293
	Iteration 74Q: 3 clusters Score -1.338224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104575 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13382234.000000 Penalty: 5736.675293
	Iteration 75Q: 3 clusters Score -1.338223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104576 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -13382230.000000 Penalty: 5736.675293
	Iteration 76Q: 3 clusters Score -1.338223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -13382239.000000 Penalty: 5736.675293
	Iteration 77Q: 3 clusters Score -1.338224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104579 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -13382234.000000 Penalty: 5736.675293
	Iteration 78Q: 3 clusters Score -1.338223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104579 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -13382234.000000 Penalty: 5736.675293
	Iteration 79F: 3 clusters Score -1.338223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Entering Unmasked Estep 
Score: -1729914.500000 Penalty: 2363.068848
	Iteration 0F: 2 clusters Score -1729914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1719777.500000 Penalty: 4726.137695
	Iteration 0F: 3 clusters Score -1719778 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1722919.375000 Penalty: 4726.137695
	Iteration 1F: 3 clusters Score -1722919 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1723258.875000 Penalty: 4726.137695
	Iteration 2F: 3 clusters Score -1723259 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1723524.875000 Penalty: 4726.137695
	Iteration 3Q: 3 clusters Score -1723525 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1723788.875000 Penalty: 4726.137695
	Iteration 4Q: 3 clusters Score -1723789 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1724032.625000 Penalty: 4726.137695
	Iteration 5Q: 3 clusters Score -1724033 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1724250.875000 Penalty: 4726.137695
	Iteration 6Q: 3 clusters Score -1724251 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1724481.125000 Penalty: 4726.137695
	Iteration 7Q: 3 clusters Score -1724481 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1724715.125000 Penalty: 4726.137695
	Iteration 8Q: 3 clusters Score -1724715 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1724918.250000 Penalty: 4726.137695
	Iteration 9Q: 3 clusters Score -1724918 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1725090.375000 Penalty: 4726.137695
	Iteration 10Q: 3 clusters Score -1725090 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1725288.375000 Penalty: 4726.137695
	Iteration 11Q: 3 clusters Score -1725288 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1725481.125000 Penalty: 4726.137695
	Iteration 12Q: 3 clusters Score -1725481 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1725680.625000 Penalty: 4726.137695
	Iteration 13Q: 3 clusters Score -1725681 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1725870.375000 Penalty: 4726.137695
	Iteration 14Q: 3 clusters Score -1725870 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1726068.625000 Penalty: 4726.137695
	Iteration 15Q: 3 clusters Score -1726069 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1726261.125000 Penalty: 4726.137695
	Iteration 16Q: 3 clusters Score -1726261 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1726446.750000 Penalty: 4726.137695
	Iteration 17Q: 3 clusters Score -1726447 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1726635.125000 Penalty: 4726.137695
	Iteration 18Q: 3 clusters Score -1726635 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1726845.750000 Penalty: 4726.137695
	Iteration 19Q: 3 clusters Score -1726846 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1727061.750000 Penalty: 4726.137695
	Iteration 20F: 3 clusters Score -1727062 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1727249.625000 Penalty: 4726.137695
	Iteration 21Q: 3 clusters Score -1727250 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1727395.625000 Penalty: 4726.137695
	Iteration 22Q: 3 clusters Score -1727396 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1727521.250000 Penalty: 4726.137695
	Iteration 23Q: 3 clusters Score -1727521 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1727623.750000 Penalty: 4726.137695
	Iteration 24Q: 3 clusters Score -1727624 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1727696.750000 Penalty: 4726.137695
	Iteration 25Q: 3 clusters Score -1727697 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1727757.250000 Penalty: 4726.137695
	Iteration 26Q: 3 clusters Score -1727757 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1727811.000000 Penalty: 4726.137695
	Iteration 27Q: 3 clusters Score -1727811 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1727855.875000 Penalty: 4726.137695
	Iteration 28Q: 3 clusters Score -1727856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1727898.250000 Penalty: 4726.137695
	Iteration 29Q: 3 clusters Score -1727898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1727929.625000 Penalty: 4726.137695
	Iteration 30Q: 3 clusters Score -1727930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1727957.000000 Penalty: 4726.137695
	Iteration 31Q: 3 clusters Score -1727957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1727976.500000 Penalty: 4726.137695
	Iteration 32Q: 3 clusters Score -1727976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1727997.500000 Penalty: 4726.137695
	Iteration 33Q: 3 clusters Score -1727998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1728010.625000 Penalty: 4726.137695
	Iteration 34Q: 3 clusters Score -1728011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1728029.750000 Penalty: 4726.137695
	Iteration 35Q: 3 clusters Score -1728030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1728041.875000 Penalty: 4726.137695
	Iteration 36Q: 3 clusters Score -1728042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1728044.375000 Penalty: 4726.137695
	Iteration 37Q: 3 clusters Score -1728044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1728046.250000 Penalty: 4726.137695
	Iteration 38Q: 3 clusters Score -1728046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1728050.000000 Penalty: 4726.137695
	Iteration 39Q: 3 clusters Score -1728050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1728058.000000 Penalty: 4726.137695
	Iteration 40F: 3 clusters Score -1728058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1728060.250000 Penalty: 4726.137695
	Iteration 41Q: 3 clusters Score -1728060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1728062.125000 Penalty: 4726.137695
	Iteration 42Q: 3 clusters Score -1728062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1728067.125000 Penalty: 4726.137695
	Iteration 43Q: 3 clusters Score -1728067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1728071.125000 Penalty: 4726.137695
	Iteration 44Q: 3 clusters Score -1728071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1728071.750000 Penalty: 4726.137695
	Iteration 45Q: 3 clusters Score -1728072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1728072.000000 Penalty: 4726.137695
	Iteration 46Q: 3 clusters Score -1728072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1728074.500000 Penalty: 4726.137695
	Iteration 47Q: 3 clusters Score -1728074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1728076.250000 Penalty: 4726.137695
	Iteration 48Q: 3 clusters Score -1728076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1728077.875000 Penalty: 4726.137695
	Iteration 49Q: 3 clusters Score -1728078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1728076.375000 Penalty: 4726.137695
	Iteration 50Q: 3 clusters Score -1728076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1728076.500000 Penalty: 4726.137695
	Iteration 51Q: 3 clusters Score -1728076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1728076.500000 Penalty: 4726.137695
	Iteration 52F: 3 clusters Score -1728076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -192802.796875 Penalty: 1830.303467
	Iteration 0F: 2 clusters Score -192802.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -190438.953125 Penalty: 3660.606934
	Iteration 0F: 3 clusters Score -190439 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -190881.843750 Penalty: 3660.606934
	Iteration 1F: 3 clusters Score -190881.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -191048.578125 Penalty: 3660.606934
	Iteration 2F: 3 clusters Score -191048.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -191114.031250 Penalty: 3660.606934
	Iteration 3Q: 3 clusters Score -191114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -191163.781250 Penalty: 3660.606934
	Iteration 4Q: 3 clusters Score -191163.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -191193.125000 Penalty: 3660.606934
	Iteration 5Q: 3 clusters Score -191193.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -191213.453125 Penalty: 3660.606934
	Iteration 6Q: 3 clusters Score -191213.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -191228.531250 Penalty: 3660.606934
	Iteration 7Q: 3 clusters Score -191228.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -191245.312500 Penalty: 3660.606934
	Iteration 8Q: 3 clusters Score -191245.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -191254.953125 Penalty: 3660.606934
	Iteration 9Q: 3 clusters Score -191255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -191263.968750 Penalty: 3660.606934
	Iteration 10Q: 3 clusters Score -191264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -191285.265625 Penalty: 3660.606934
	Iteration 11Q: 3 clusters Score -191285.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -191299.375000 Penalty: 3660.606934
	Iteration 12Q: 3 clusters Score -191299.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -191313.375000 Penalty: 3660.606934
	Iteration 13Q: 3 clusters Score -191313.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -191337.953125 Penalty: 3660.606934
	Iteration 14Q: 3 clusters Score -191338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -191365.531250 Penalty: 3660.606934
	Iteration 15Q: 3 clusters Score -191365.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -191387.953125 Penalty: 3660.606934
	Iteration 16Q: 3 clusters Score -191388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -191404.843750 Penalty: 3660.606934
	Iteration 17Q: 3 clusters Score -191404.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -191414.265625 Penalty: 3660.606934
	Iteration 18Q: 3 clusters Score -191414.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -191418.062500 Penalty: 3660.606934
	Iteration 19Q: 3 clusters Score -191418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -191421.625000 Penalty: 3660.606934
	Iteration 20F: 3 clusters Score -191421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -191427.343750 Penalty: 3660.606934
	Iteration 21Q: 3 clusters Score -191427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -191428.562500 Penalty: 3660.606934
	Iteration 22Q: 3 clusters Score -191428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -191430.375000 Penalty: 3660.606934
	Iteration 23Q: 3 clusters Score -191430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -191435.984375 Penalty: 3660.606934
	Iteration 24Q: 3 clusters Score -191436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -191437.359375 Penalty: 3660.606934
	Iteration 25Q: 3 clusters Score -191437.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -191440.453125 Penalty: 3660.606934
	Iteration 26Q: 3 clusters Score -191440.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -191441.671875 Penalty: 3660.606934
	Iteration 27Q: 3 clusters Score -191441.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -191441.671875 Penalty: 3660.606934
	Iteration 28F: 3 clusters Score -191441.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -94413.328125 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -94413.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -92652.593750 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -92652.59 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92938.703125 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -92938.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -93051.039062 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -93051.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -93099.375000 Penalty: 3334.424561
	Iteration 3Q: 3 clusters Score -93099.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -93129.500000 Penalty: 3334.424561
	Iteration 4Q: 3 clusters Score -93129.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -93148.750000 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -93148.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -93175.242188 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -93175.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93190.664062 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -93190.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93196.031250 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -93196.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93196.507812 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -93196.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93197.382812 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -93197.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93199.367188 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -93199.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93199.984375 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -93199.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93201.117188 Penalty: 3334.424561
	Iteration 13Q: 3 clusters Score -93201.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93204.882812 Penalty: 3334.424561
	Iteration 14Q: 3 clusters Score -93204.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93208.617188 Penalty: 3334.424561
	Iteration 15Q: 3 clusters Score -93208.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -93218.593750 Penalty: 3334.424561
	Iteration 16Q: 3 clusters Score -93218.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -93222.164062 Penalty: 3334.424561
	Iteration 17Q: 3 clusters Score -93222.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -93229.367188 Penalty: 3334.424561
	Iteration 18Q: 3 clusters Score -93229.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93244.773438 Penalty: 3334.424561
	Iteration 19Q: 3 clusters Score -93244.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93262.570312 Penalty: 3334.424561
	Iteration 20F: 3 clusters Score -93262.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93287.492188 Penalty: 3334.424561
	Iteration 21Q: 3 clusters Score -93287.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93311.609375 Penalty: 3334.424561
	Iteration 22Q: 3 clusters Score -93311.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -93341.601562 Penalty: 3334.424561
	Iteration 23Q: 3 clusters Score -93341.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93376.398438 Penalty: 3334.424561
	Iteration 24Q: 3 clusters Score -93376.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -93407.117188 Penalty: 3334.424561
	Iteration 25Q: 3 clusters Score -93407.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93456.421875 Penalty: 3334.424561
	Iteration 26Q: 3 clusters Score -93456.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -93604.437500 Penalty: 3334.424561
	Iteration 27Q: 3 clusters Score -93604.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93871.492188 Penalty: 3334.424561
	Iteration 28F: 3 clusters Score -93871.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -94120.609375 Penalty: 3334.424561
	Iteration 29F: 3 clusters Score -94120.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -94253.867188 Penalty: 3334.424561
	Iteration 30Q: 3 clusters Score -94253.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -94420.906250 Penalty: 3334.424561
	Iteration 31Q: 3 clusters Score -94420.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -94596.515625 Penalty: 3334.424561
	Iteration 32Q: 3 clusters Score -94596.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94958.109375 Penalty: 3334.424561
	Iteration 33Q: 3 clusters Score -94958.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -95253.132812 Penalty: 3334.424561
	Iteration 34Q: 3 clusters Score -95253.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -95260.250000 Penalty: 3334.424561
	Iteration 35Q: 3 clusters Score -95260.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -95260.250000 Penalty: 3334.424561
	Iteration 36F: 3 clusters Score -95260.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 29964 members 
Mstep: Class 3 contains 43897 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156806 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 17920 members 
Mstep: Class 10 contains 286350 members 
Mstep: Class 11 contains 12561 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 4233 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7849 members 
Mstep: Class 16 contains 4868 members 
Mstep: Class 17 contains 34146 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 6825 members 
Mstep: Class 20 contains 99928 members 
Mstep: Class 21 contains 151227 members 
Mstep: Class 22 contains 46003 members 
Mstep: Class 23 contains 27524 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19570 members 
Mstep: Class 27 contains 105438 members 
Mstep: Class 28 contains 13746 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 553 members 
Mstep: Class 31 contains 8093 members 
Mstep: Class 32 contains 79836 members 
Mstep: Class 33 contains 278 members 
Entering Unmasked Estep 
Score: -157736880.000000 Penalty: 114993.804688
Splitting cluster 30 changes total score from -157737776.000000 to -157736880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (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: -982138.187500 Penalty: 2231.691162
	Iteration 0F: 2 clusters Score -982138.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -975660.312500 Penalty: 4463.382324
	Iteration 0F: 3 clusters Score -975660.3 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -977435.250000 Penalty: 4463.382324
	Iteration 1F: 3 clusters Score -977435.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -977737.562500 Penalty: 4463.382324
	Iteration 2F: 3 clusters Score -977737.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -977948.375000 Penalty: 4463.382324
	Iteration 3F: 3 clusters Score -977948.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -978106.500000 Penalty: 4463.382324
	Iteration 4Q: 3 clusters Score -978106.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -978241.187500 Penalty: 4463.382324
	Iteration 5Q: 3 clusters Score -978241.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -978350.250000 Penalty: 4463.382324
	Iteration 6Q: 3 clusters Score -978350.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -978445.875000 Penalty: 4463.382324
	Iteration 7Q: 3 clusters Score -978445.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -978536.437500 Penalty: 4463.382324
	Iteration 8Q: 3 clusters Score -978536.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -978629.625000 Penalty: 4463.382324
	Iteration 9Q: 3 clusters Score -978629.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -978729.562500 Penalty: 4463.382324
	Iteration 10Q: 3 clusters Score -978729.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -978864.937500 Penalty: 4463.382324
	Iteration 11Q: 3 clusters Score -978864.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -978987.312500 Penalty: 4463.382324
	Iteration 12Q: 3 clusters Score -978987.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -979099.875000 Penalty: 4463.382324
	Iteration 13Q: 3 clusters Score -979099.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -979227.125000 Penalty: 4463.382324
	Iteration 14Q: 3 clusters Score -979227.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -979366.000000 Penalty: 4463.382324
	Iteration 15Q: 3 clusters Score -979366 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -979492.250000 Penalty: 4463.382324
	Iteration 16Q: 3 clusters Score -979492.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -979629.437500 Penalty: 4463.382324
	Iteration 17Q: 3 clusters Score -979629.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -979769.187500 Penalty: 4463.382324
	Iteration 18Q: 3 clusters Score -979769.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -979883.062500 Penalty: 4463.382324
	Iteration 19Q: 3 clusters Score -979883.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -979960.562500 Penalty: 4463.382324
	Iteration 20F: 3 clusters Score -979960.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -980025.000000 Penalty: 4463.382324
	Iteration 21Q: 3 clusters Score -980025 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -980081.625000 Penalty: 4463.382324
	Iteration 22Q: 3 clusters Score -980081.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -980132.250000 Penalty: 4463.382324
	Iteration 23Q: 3 clusters Score -980132.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -980173.000000 Penalty: 4463.382324
	Iteration 24Q: 3 clusters Score -980173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -980196.812500 Penalty: 4463.382324
	Iteration 25Q: 3 clusters Score -980196.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -980220.375000 Penalty: 4463.382324
	Iteration 26Q: 3 clusters Score -980220.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -980231.812500 Penalty: 4463.382324
	Iteration 27Q: 3 clusters Score -980231.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -980244.187500 Penalty: 4463.382324
	Iteration 28Q: 3 clusters Score -980244.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -980258.250000 Penalty: 4463.382324
	Iteration 29Q: 3 clusters Score -980258.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -980267.437500 Penalty: 4463.382324
	Iteration 30Q: 3 clusters Score -980267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -980268.250000 Penalty: 4463.382324
	Iteration 31Q: 3 clusters Score -980268.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -980278.562500 Penalty: 4463.382324
	Iteration 32Q: 3 clusters Score -980278.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -980285.500000 Penalty: 4463.382324
	Iteration 33Q: 3 clusters Score -980285.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -980293.437500 Penalty: 4463.382324
	Iteration 34Q: 3 clusters Score -980293.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -980298.875000 Penalty: 4463.382324
	Iteration 35Q: 3 clusters Score -980298.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -980299.562500 Penalty: 4463.382324
	Iteration 36Q: 3 clusters Score -980299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -980301.000000 Penalty: 4463.382324
	Iteration 37Q: 3 clusters Score -980301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -980302.812500 Penalty: 4463.382324
	Iteration 38Q: 3 clusters Score -980302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -980300.812500 Penalty: 4463.382324
	Iteration 39Q: 3 clusters Score -980300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -980302.687500 Penalty: 4463.382324
	Iteration 40F: 3 clusters Score -980302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -980303.375000 Penalty: 4463.382324
	Iteration 41Q: 3 clusters Score -980303.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -980304.750000 Penalty: 4463.382324
	Iteration 42Q: 3 clusters Score -980304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -980306.812500 Penalty: 4463.382324
	Iteration 43Q: 3 clusters Score -980306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -980307.375000 Penalty: 4463.382324
	Iteration 44Q: 3 clusters Score -980307.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -980312.500000 Penalty: 4463.382324
	Iteration 45Q: 3 clusters Score -980312.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -980314.062500 Penalty: 4463.382324
	Iteration 46Q: 3 clusters Score -980314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -980313.562500 Penalty: 4463.382324
	Iteration 47Q: 3 clusters Score -980313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -980314.875000 Penalty: 4463.382324
	Iteration 48Q: 3 clusters Score -980314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -980313.625000 Penalty: 4463.382324
	Iteration 49Q: 3 clusters Score -980313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -980314.937500 Penalty: 4463.382324
	Iteration 50Q: 3 clusters Score -980314.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -980314.937500 Penalty: 4463.382324
	Iteration 51F: 3 clusters Score -980314.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (79836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Entering Unmasked Estep 
Score: -10308302.000000 Penalty: 2799.357178
	Iteration 0F: 2 clusters Score -1.03083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -10254712.000000 Penalty: 5598.714355
	Iteration 0F: 3 clusters Score -1.025471e+07 nChanged 37673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -10275901.000000 Penalty: 5598.714355
	Iteration 1F: 3 clusters Score -1.02759e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -10276470.000000 Penalty: 5598.714355
	Iteration 2Q: 3 clusters Score -1.027647e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -10276996.000000 Penalty: 5598.714355
	Iteration 3Q: 3 clusters Score -1.0277e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -10277631.000000 Penalty: 5598.714355
	Iteration 4Q: 3 clusters Score -1.027763e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -10278568.000000 Penalty: 5598.714355
	Iteration 5Q: 3 clusters Score -1.027857e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -10280157.000000 Penalty: 5598.714355
	Iteration 6Q: 3 clusters Score -1.028016e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -10282921.000000 Penalty: 5598.714355
	Iteration 7F: 3 clusters Score -1.028292e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -10287472.000000 Penalty: 5598.714355
	Iteration 8F: 3 clusters Score -1.028747e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -10293535.000000 Penalty: 5598.714355
	Iteration 9F: 3 clusters Score -1.029354e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -10299234.000000 Penalty: 5598.714355
	Iteration 10F: 3 clusters Score -1.029923e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -10302940.000000 Penalty: 5598.714355
	Iteration 11Q: 3 clusters Score -1.030294e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78588 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10304681.000000 Penalty: 5598.714355
	Iteration 12Q: 3 clusters Score -1.030468e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10305313.000000 Penalty: 5598.714355
	Iteration 13Q: 3 clusters Score -1.030531e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10305550.000000 Penalty: 5598.714355
	Iteration 14Q: 3 clusters Score -1.030555e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10305648.000000 Penalty: 5598.714355
	Iteration 15Q: 3 clusters Score -1.030565e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10305699.000000 Penalty: 5598.714355
	Iteration 16Q: 3 clusters Score -1.03057e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10305724.000000 Penalty: 5598.714355
	Iteration 17Q: 3 clusters Score -1.030572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10305743.000000 Penalty: 5598.714355
	Iteration 18Q: 3 clusters Score -1.030574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10305753.000000 Penalty: 5598.714355
	Iteration 19Q: 3 clusters Score -1.030575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10305769.000000 Penalty: 5598.714355
	Iteration 20F: 3 clusters Score -1.030577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10305774.000000 Penalty: 5598.714355
	Iteration 21Q: 3 clusters Score -1.030577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10305775.000000 Penalty: 5598.714355
	Iteration 22Q: 3 clusters Score -1.030578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10305780.000000 Penalty: 5598.714355
	Iteration 23Q: 3 clusters Score -1.030578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -10305783.000000 Penalty: 5598.714355
	Iteration 24Q: 3 clusters Score -1.030578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10305798.000000 Penalty: 5598.714355
	Iteration 25Q: 3 clusters Score -1.03058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10305798.000000 Penalty: 5598.714355
	Iteration 26Q: 3 clusters Score -1.03058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -10305797.000000 Penalty: 5598.714355
	Iteration 27Q: 3 clusters Score -1.03058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -10305797.000000 Penalty: 5598.714355
	Iteration 28F: 3 clusters Score -1.03058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 29964 members 
Mstep: Class 3 contains 43897 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156806 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 17920 members 
Mstep: Class 10 contains 286350 members 
Mstep: Class 11 contains 12561 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 4233 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7849 members 
Mstep: Class 16 contains 4868 members 
Mstep: Class 17 contains 34146 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 6825 members 
Mstep: Class 20 contains 99928 members 
Mstep: Class 21 contains 151227 members 
Mstep: Class 22 contains 46003 members 
Mstep: Class 23 contains 27524 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19570 members 
Mstep: Class 27 contains 105438 members 
Mstep: Class 28 contains 13746 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8093 members 
Mstep: Class 32 contains 79836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737792.000000 Penalty: 111509.140625
Iteration 239Q: 33 clusters Score -1.577378e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 29964 members 
Mstep: Class 3 contains 43906 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156805 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 17912 members 
Mstep: Class 10 contains 286349 members 
Mstep: Class 11 contains 12564 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 4231 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7851 members 
Mstep: Class 16 contains 4865 members 
Mstep: Class 17 contains 34148 members 
Mstep: Class 18 contains 7908 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 99926 members 
Mstep: Class 21 contains 151214 members 
Mstep: Class 22 contains 46011 members 
Mstep: Class 23 contains 27524 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19579 members 
Mstep: Class 27 contains 105439 members 
Mstep: Class 28 contains 13748 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8093 members 
Mstep: Class 32 contains 79830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737808.000000 Penalty: 111509.140625
Iteration 240F: 33 clusters Score -1.577378e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 29965 members 
Mstep: Class 3 contains 43909 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156807 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 17909 members 
Mstep: Class 10 contains 286360 members 
Mstep: Class 11 contains 12565 members 
Mstep: Class 12 contains 9861 members 
Mstep: Class 13 contains 4227 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 7858 members 
Mstep: Class 16 contains 4863 members 
Mstep: Class 17 contains 34150 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 99927 members 
Mstep: Class 21 contains 151201 members 
Mstep: Class 22 contains 46018 members 
Mstep: Class 23 contains 27520 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19583 members 
Mstep: Class 27 contains 105435 members 
Mstep: Class 28 contains 13752 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8095 members 
Mstep: Class 32 contains 79828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737776.000000 Penalty: 111509.140625
Iteration 241Q: 33 clusters Score -1.577378e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 29966 members 
Mstep: Class 3 contains 43910 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156811 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5793 members 
Mstep: Class 9 contains 17906 members 
Mstep: Class 10 contains 286366 members 
Mstep: Class 11 contains 12562 members 
Mstep: Class 12 contains 9857 members 
Mstep: Class 13 contains 4239 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 7858 members 
Mstep: Class 16 contains 4861 members 
Mstep: Class 17 contains 34150 members 
Mstep: Class 18 contains 7910 members 
Mstep: Class 19 contains 6816 members 
Mstep: Class 20 contains 99929 members 
Mstep: Class 21 contains 151197 members 
Mstep: Class 22 contains 46019 members 
Mstep: Class 23 contains 27513 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19583 members 
Mstep: Class 27 contains 105439 members 
Mstep: Class 28 contains 13753 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8096 members 
Mstep: Class 32 contains 79819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737984.000000 Penalty: 111509.140625
Iteration 242Q: 33 clusters Score -1.57738e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 29967 members 
Mstep: Class 3 contains 43910 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156805 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 17907 members 
Mstep: Class 10 contains 286383 members 
Mstep: Class 11 contains 12562 members 
Mstep: Class 12 contains 9858 members 
Mstep: Class 13 contains 4245 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 7850 members 
Mstep: Class 16 contains 4860 members 
Mstep: Class 17 contains 34150 members 
Mstep: Class 18 contains 7911 members 
Mstep: Class 19 contains 6815 members 
Mstep: Class 20 contains 99934 members 
Mstep: Class 21 contains 151192 members 
Mstep: Class 22 contains 46028 members 
Mstep: Class 23 contains 27503 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19577 members 
Mstep: Class 27 contains 105436 members 
Mstep: Class 28 contains 13753 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157738000.000000 Penalty: 111509.140625
Iteration 243Q: 33 clusters Score -1.57738e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 29967 members 
Mstep: Class 3 contains 43910 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156806 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5798 members 
Mstep: Class 9 contains 17904 members 
Mstep: Class 10 contains 286393 members 
Mstep: Class 11 contains 12564 members 
Mstep: Class 12 contains 9859 members 
Mstep: Class 13 contains 4249 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 7843 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 34151 members 
Mstep: Class 18 contains 7912 members 
Mstep: Class 19 contains 6813 members 
Mstep: Class 20 contains 99939 members 
Mstep: Class 21 contains 151188 members 
Mstep: Class 22 contains 46032 members 
Mstep: Class 23 contains 27497 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19573 members 
Mstep: Class 27 contains 105436 members 
Mstep: Class 28 contains 13754 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737904.000000 Penalty: 111509.140625
Iteration 244Q: 33 clusters Score -1.577379e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 29970 members 
Mstep: Class 3 contains 43913 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156800 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5798 members 
Mstep: Class 9 contains 17905 members 
Mstep: Class 10 contains 286399 members 
Mstep: Class 11 contains 12562 members 
Mstep: Class 12 contains 9859 members 
Mstep: Class 13 contains 4254 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 7840 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 34151 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 6811 members 
Mstep: Class 20 contains 99941 members 
Mstep: Class 21 contains 151186 members 
Mstep: Class 22 contains 46038 members 
Mstep: Class 23 contains 27497 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19574 members 
Mstep: Class 27 contains 105435 members 
Mstep: Class 28 contains 13754 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737936.000000 Penalty: 111509.140625
Iteration 245Q: 33 clusters Score -1.577379e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 29972 members 
Mstep: Class 3 contains 43913 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156798 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 17903 members 
Mstep: Class 10 contains 286401 members 
Mstep: Class 11 contains 12562 members 
Mstep: Class 12 contains 9857 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4854 members 
Mstep: Class 17 contains 34151 members 
Mstep: Class 18 contains 7914 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 99941 members 
Mstep: Class 21 contains 151182 members 
Mstep: Class 22 contains 46042 members 
Mstep: Class 23 contains 27497 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19577 members 
Mstep: Class 27 contains 105436 members 
Mstep: Class 28 contains 13756 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737872.000000 Penalty: 111509.140625
Iteration 246Q: 33 clusters Score -1.577379e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 29975 members 
Mstep: Class 3 contains 43914 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156793 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 17902 members 
Mstep: Class 10 contains 286401 members 
Mstep: Class 11 contains 12561 members 
Mstep: Class 12 contains 9854 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 7841 members 
Mstep: Class 16 contains 4852 members 
Mstep: Class 17 contains 34151 members 
Mstep: Class 18 contains 7915 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 99939 members 
Mstep: Class 21 contains 151177 members 
Mstep: Class 22 contains 46044 members 
Mstep: Class 23 contains 27498 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19582 members 
Mstep: Class 27 contains 105437 members 
Mstep: Class 28 contains 13758 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737936.000000 Penalty: 111509.140625
Iteration 247Q: 33 clusters Score -1.577379e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 29981 members 
Mstep: Class 3 contains 43915 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156793 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 17902 members 
Mstep: Class 10 contains 286398 members 
Mstep: Class 11 contains 12560 members 
Mstep: Class 12 contains 9852 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 7840 members 
Mstep: Class 16 contains 4852 members 
Mstep: Class 17 contains 34151 members 
Mstep: Class 18 contains 7916 members 
Mstep: Class 19 contains 6808 members 
Mstep: Class 20 contains 99942 members 
Mstep: Class 21 contains 151165 members 
Mstep: Class 22 contains 46044 members 
Mstep: Class 23 contains 27498 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19587 members 
Mstep: Class 27 contains 105437 members 
Mstep: Class 28 contains 13761 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737872.000000 Penalty: 111509.140625
Iteration 248Q: 33 clusters Score -1.577379e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29987 members 
Mstep: Class 3 contains 43917 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156791 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5803 members 
Mstep: Class 9 contains 17901 members 
Mstep: Class 10 contains 286397 members 
Mstep: Class 11 contains 12559 members 
Mstep: Class 12 contains 9851 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7841 members 
Mstep: Class 16 contains 4850 members 
Mstep: Class 17 contains 34151 members 
Mstep: Class 18 contains 7917 members 
Mstep: Class 19 contains 6805 members 
Mstep: Class 20 contains 99943 members 
Mstep: Class 21 contains 151157 members 
Mstep: Class 22 contains 46046 members 
Mstep: Class 23 contains 27500 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19589 members 
Mstep: Class 27 contains 105438 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737776.000000 Penalty: 111509.140625
Iteration 249Q: 33 clusters Score -1.577378e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 29993 members 
Mstep: Class 3 contains 43918 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156785 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5805 members 
Mstep: Class 9 contains 17897 members 
Mstep: Class 10 contains 286400 members 
Mstep: Class 11 contains 12556 members 
Mstep: Class 12 contains 9847 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7841 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 34151 members 
Mstep: Class 18 contains 7917 members 
Mstep: Class 19 contains 6805 members 
Mstep: Class 20 contains 99944 members 
Mstep: Class 21 contains 151151 members 
Mstep: Class 22 contains 46050 members 
Mstep: Class 23 contains 27503 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19593 members 
Mstep: Class 27 contains 105438 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737760.000000 Penalty: 111509.140625
Iteration 250Q: 33 clusters Score -1.577378e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 29993 members 
Mstep: Class 3 contains 43918 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156786 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5808 members 
Mstep: Class 9 contains 17896 members 
Mstep: Class 10 contains 286404 members 
Mstep: Class 11 contains 12555 members 
Mstep: Class 12 contains 9844 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7840 members 
Mstep: Class 16 contains 4848 members 
Mstep: Class 17 contains 34151 members 
Mstep: Class 18 contains 7917 members 
Mstep: Class 19 contains 6807 members 
Mstep: Class 20 contains 99944 members 
Mstep: Class 21 contains 151144 members 
Mstep: Class 22 contains 46054 members 
Mstep: Class 23 contains 27501 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19595 members 
Mstep: Class 27 contains 105437 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737760.000000 Penalty: 111509.140625
Iteration 251Q: 33 clusters Score -1.577378e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43919 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156786 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5812 members 
Mstep: Class 9 contains 17897 members 
Mstep: Class 10 contains 286408 members 
Mstep: Class 11 contains 12555 members 
Mstep: Class 12 contains 9837 members 
Mstep: Class 13 contains 4271 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7840 members 
Mstep: Class 16 contains 4848 members 
Mstep: Class 17 contains 34150 members 
Mstep: Class 18 contains 7918 members 
Mstep: Class 19 contains 6806 members 
Mstep: Class 20 contains 99944 members 
Mstep: Class 21 contains 151135 members 
Mstep: Class 22 contains 46057 members 
Mstep: Class 23 contains 27498 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19601 members 
Mstep: Class 27 contains 105436 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737792.000000 Penalty: 111509.140625
Iteration 252Q: 33 clusters Score -1.577378e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 29992 members 
Mstep: Class 3 contains 43919 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156788 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 17896 members 
Mstep: Class 10 contains 286411 members 
Mstep: Class 11 contains 12554 members 
Mstep: Class 12 contains 9834 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7840 members 
Mstep: Class 16 contains 4848 members 
Mstep: Class 17 contains 34150 members 
Mstep: Class 18 contains 7919 members 
Mstep: Class 19 contains 6805 members 
Mstep: Class 20 contains 99944 members 
Mstep: Class 21 contains 151131 members 
Mstep: Class 22 contains 46061 members 
Mstep: Class 23 contains 27493 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19598 members 
Mstep: Class 27 contains 105437 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737760.000000 Penalty: 111509.140625
Iteration 253Q: 33 clusters Score -1.577378e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 29992 members 
Mstep: Class 3 contains 43921 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156783 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 17896 members 
Mstep: Class 10 contains 286415 members 
Mstep: Class 11 contains 12553 members 
Mstep: Class 12 contains 9829 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 7840 members 
Mstep: Class 16 contains 4848 members 
Mstep: Class 17 contains 34149 members 
Mstep: Class 18 contains 7920 members 
Mstep: Class 19 contains 6804 members 
Mstep: Class 20 contains 99945 members 
Mstep: Class 21 contains 151128 members 
Mstep: Class 22 contains 46069 members 
Mstep: Class 23 contains 27490 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19597 members 
Mstep: Class 27 contains 105435 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737824.000000 Penalty: 111509.140625
Iteration 254Q: 33 clusters Score -1.577378e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 29992 members 
Mstep: Class 3 contains 43923 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156782 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 17897 members 
Mstep: Class 10 contains 286420 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9822 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7840 members 
Mstep: Class 16 contains 4848 members 
Mstep: Class 17 contains 34149 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151123 members 
Mstep: Class 22 contains 46070 members 
Mstep: Class 23 contains 27488 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19597 members 
Mstep: Class 27 contains 105437 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737680.000000 Penalty: 111509.140625
Iteration 255Q: 33 clusters Score -1.577377e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 29992 members 
Mstep: Class 3 contains 43923 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156775 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 17898 members 
Mstep: Class 10 contains 286426 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9818 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 19476 members 
Mstep: Class 15 contains 7840 members 
Mstep: Class 16 contains 4848 members 
Mstep: Class 17 contains 34146 members 
Mstep: Class 18 contains 7924 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151124 members 
Mstep: Class 22 contains 46073 members 
Mstep: Class 23 contains 27488 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19598 members 
Mstep: Class 27 contains 105435 members 
Mstep: Class 28 contains 13762 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737664.000000 Penalty: 111509.140625
Iteration 256Q: 33 clusters Score -1.577377e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 29992 members 
Mstep: Class 3 contains 43922 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156772 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5818 members 
Mstep: Class 9 contains 17901 members 
Mstep: Class 10 contains 286428 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9817 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 19477 members 
Mstep: Class 15 contains 7840 members 
Mstep: Class 16 contains 4847 members 
Mstep: Class 17 contains 34143 members 
Mstep: Class 18 contains 7924 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151123 members 
Mstep: Class 22 contains 46074 members 
Mstep: Class 23 contains 27485 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19601 members 
Mstep: Class 27 contains 105435 members 
Mstep: Class 28 contains 13762 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737680.000000 Penalty: 111509.140625
Iteration 257Q: 33 clusters Score -1.577377e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 29992 members 
Mstep: Class 3 contains 43921 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156773 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 17900 members 
Mstep: Class 10 contains 286426 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9813 members 
Mstep: Class 13 contains 4280 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7840 members 
Mstep: Class 16 contains 4845 members 
Mstep: Class 17 contains 34142 members 
Mstep: Class 18 contains 7925 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151123 members 
Mstep: Class 22 contains 46081 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19600 members 
Mstep: Class 27 contains 105436 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737648.000000 Penalty: 111509.140625
Iteration 258Q: 33 clusters Score -1.577376e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 29992 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156774 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 17900 members 
Mstep: Class 10 contains 286424 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9810 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 19479 members 
Mstep: Class 15 contains 7840 members 
Mstep: Class 16 contains 4842 members 
Mstep: Class 17 contains 34142 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151119 members 
Mstep: Class 22 contains 46085 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19604 members 
Mstep: Class 27 contains 105434 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737648.000000 Penalty: 111509.140625
Iteration 259Q: 33 clusters Score -1.577376e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29992 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156773 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 17900 members 
Mstep: Class 10 contains 286426 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9801 members 
Mstep: Class 13 contains 4282 members 
Mstep: Class 14 contains 19480 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4842 members 
Mstep: Class 17 contains 34142 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151118 members 
Mstep: Class 22 contains 46087 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19610 members 
Mstep: Class 27 contains 105435 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 111509.140625
Iteration 260F: 33 clusters Score -1.577377e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29992 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156774 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5825 members 
Mstep: Class 9 contains 17900 members 
Mstep: Class 10 contains 286425 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9801 members 
Mstep: Class 13 contains 4283 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4842 members 
Mstep: Class 17 contains 34140 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151114 members 
Mstep: Class 22 contains 46089 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19613 members 
Mstep: Class 27 contains 105435 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737680.000000 Penalty: 111509.140625
Iteration 261Q: 33 clusters Score -1.577377e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29992 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156773 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 17901 members 
Mstep: Class 10 contains 286427 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9800 members 
Mstep: Class 13 contains 4283 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34140 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151111 members 
Mstep: Class 22 contains 46092 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19616 members 
Mstep: Class 27 contains 105433 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737680.000000 Penalty: 111509.140625
Iteration 262Q: 33 clusters Score -1.577377e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29992 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156773 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5827 members 
Mstep: Class 9 contains 17900 members 
Mstep: Class 10 contains 286428 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9793 members 
Mstep: Class 13 contains 4283 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34140 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151107 members 
Mstep: Class 22 contains 46094 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19620 members 
Mstep: Class 27 contains 105438 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737680.000000 Penalty: 111509.140625
Iteration 263Q: 33 clusters Score -1.577377e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29993 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156773 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 17899 members 
Mstep: Class 10 contains 286426 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9786 members 
Mstep: Class 13 contains 4283 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34140 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151105 members 
Mstep: Class 22 contains 46098 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19623 members 
Mstep: Class 27 contains 105440 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737696.000000 Penalty: 111509.140625
Iteration 264Q: 33 clusters Score -1.577377e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156772 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 17898 members 
Mstep: Class 10 contains 286427 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9781 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34140 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151104 members 
Mstep: Class 22 contains 46098 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19625 members 
Mstep: Class 27 contains 105444 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 111509.140625
Iteration 265Q: 33 clusters Score -1.577377e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29996 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156771 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 17898 members 
Mstep: Class 10 contains 286425 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34139 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151104 members 
Mstep: Class 22 contains 46098 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19628 members 
Mstep: Class 27 contains 105444 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 111509.140625
Iteration 266Q: 33 clusters Score -1.577377e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29997 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156771 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 17898 members 
Mstep: Class 10 contains 286423 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9777 members 
Mstep: Class 13 contains 4285 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34138 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151104 members 
Mstep: Class 22 contains 46098 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19627 members 
Mstep: Class 27 contains 105446 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 111509.140625
Iteration 267Q: 33 clusters Score -1.577377e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156773 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 17899 members 
Mstep: Class 10 contains 286427 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9777 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34137 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151104 members 
Mstep: Class 22 contains 46098 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19624 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8101 members 
Mstep: Class 32 contains 79786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737760.000000 Penalty: 111509.140625
Iteration 268Q: 33 clusters Score -1.577378e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156773 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 17900 members 
Mstep: Class 10 contains 286428 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9775 members 
Mstep: Class 13 contains 4293 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34136 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151103 members 
Mstep: Class 22 contains 46097 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19623 members 
Mstep: Class 27 contains 105450 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8100 members 
Mstep: Class 32 contains 79784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737744.000000 Penalty: 111509.140625
Iteration 269Q: 33 clusters Score -1.577377e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29995 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156771 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 17897 members 
Mstep: Class 10 contains 286428 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9775 members 
Mstep: Class 13 contains 4296 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34137 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6802 members 
Mstep: Class 20 contains 99946 members 
Mstep: Class 21 contains 151101 members 
Mstep: Class 22 contains 46100 members 
Mstep: Class 23 contains 27487 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19624 members 
Mstep: Class 27 contains 105450 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 111509.140625
Iteration 270Q: 33 clusters Score -1.577377e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29995 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156770 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 17893 members 
Mstep: Class 10 contains 286429 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4296 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34137 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 99944 members 
Mstep: Class 21 contains 151098 members 
Mstep: Class 22 contains 46105 members 
Mstep: Class 23 contains 27489 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19625 members 
Mstep: Class 27 contains 105448 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737792.000000 Penalty: 111509.140625
Iteration 271Q: 33 clusters Score -1.577378e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29995 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156771 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5827 members 
Mstep: Class 9 contains 17890 members 
Mstep: Class 10 contains 286429 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4296 members 
Mstep: Class 14 contains 19479 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34137 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6805 members 
Mstep: Class 20 contains 99942 members 
Mstep: Class 21 contains 151096 members 
Mstep: Class 22 contains 46106 members 
Mstep: Class 23 contains 27490 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19630 members 
Mstep: Class 27 contains 105448 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 111509.140625
Iteration 272Q: 33 clusters Score -1.577377e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156771 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 17887 members 
Mstep: Class 10 contains 286432 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34136 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6806 members 
Mstep: Class 20 contains 99942 members 
Mstep: Class 21 contains 151093 members 
Mstep: Class 22 contains 46110 members 
Mstep: Class 23 contains 27490 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19633 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737744.000000 Penalty: 111509.140625
Iteration 273Q: 33 clusters Score -1.577377e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156769 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 17886 members 
Mstep: Class 10 contains 286433 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34136 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6808 members 
Mstep: Class 20 contains 99941 members 
Mstep: Class 21 contains 151095 members 
Mstep: Class 22 contains 46112 members 
Mstep: Class 23 contains 27490 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19632 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 111509.140625
Iteration 274Q: 33 clusters Score -1.577377e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156769 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 17885 members 
Mstep: Class 10 contains 286434 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34137 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151092 members 
Mstep: Class 22 contains 46112 members 
Mstep: Class 23 contains 27490 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19634 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737712.000000 Penalty: 111509.140625
Iteration 275Q: 33 clusters Score -1.577377e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156769 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 17883 members 
Mstep: Class 10 contains 286434 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34137 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151093 members 
Mstep: Class 22 contains 46113 members 
Mstep: Class 23 contains 27490 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19634 members 
Mstep: Class 27 contains 105448 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737680.000000 Penalty: 111509.140625
Iteration 276Q: 33 clusters Score -1.577377e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156769 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 17882 members 
Mstep: Class 10 contains 286434 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34137 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151096 members 
Mstep: Class 22 contains 46112 members 
Mstep: Class 23 contains 27490 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19634 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737696.000000 Penalty: 111509.140625
Iteration 277Q: 33 clusters Score -1.577377e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156769 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 17881 members 
Mstep: Class 10 contains 286433 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34137 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151097 members 
Mstep: Class 22 contains 46112 members 
Mstep: Class 23 contains 27490 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19635 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737696.000000 Penalty: 111509.140625
Iteration 278Q: 33 clusters Score -1.577377e+08 nChanged 9
Entering ConstructFrom: 
Score: -157737696.000000 Penalty: 111509.140625
Entering ConstructFrom: 
Trying to split cluster 1 (51420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Entering Unmasked Estep 
Score: -6703533.500000 Penalty: 2690.250000
	Iteration 0F: 2 clusters Score -6703534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -6668897.000000 Penalty: 5380.500000
	Iteration 0F: 3 clusters Score -6668897 nChanged 23755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -6682131.000000 Penalty: 5380.500000
	Iteration 1F: 3 clusters Score -6682131 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -6682662.000000 Penalty: 5380.500000
	Iteration 2Q: 3 clusters Score -6682662 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -6683208.500000 Penalty: 5380.500000
	Iteration 3Q: 3 clusters Score -6683208 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -6683806.500000 Penalty: 5380.500000
	Iteration 4Q: 3 clusters Score -6683806 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -6684533.000000 Penalty: 5380.500000
	Iteration 5Q: 3 clusters Score -6684533 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -6685463.500000 Penalty: 5380.500000
	Iteration 6Q: 3 clusters Score -6685464 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -6686815.000000 Penalty: 5380.500000
	Iteration 7F: 3 clusters Score -6686815 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -6688729.000000 Penalty: 5380.500000
	Iteration 8F: 3 clusters Score -6688729 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -6691282.500000 Penalty: 5380.500000
	Iteration 9F: 3 clusters Score -6691282 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -6694135.000000 Penalty: 5380.500000
	Iteration 10F: 3 clusters Score -6694135 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -6696485.000000 Penalty: 5380.500000
	Iteration 11F: 3 clusters Score -6696485 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -6698049.500000 Penalty: 5380.500000
	Iteration 12Q: 3 clusters Score -6698050 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -6698940.500000 Penalty: 5380.500000
	Iteration 13Q: 3 clusters Score -6698940 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -6699487.500000 Penalty: 5380.500000
	Iteration 14Q: 3 clusters Score -6699488 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -6699813.000000 Penalty: 5380.500000
	Iteration 15Q: 3 clusters Score -6699813 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -6700102.500000 Penalty: 5380.500000
	Iteration 16Q: 3 clusters Score -6700102 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -6700309.000000 Penalty: 5380.500000
	Iteration 17Q: 3 clusters Score -6700309 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -6700476.000000 Penalty: 5380.500000
	Iteration 18Q: 3 clusters Score -6700476 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -6700607.000000 Penalty: 5380.500000
	Iteration 19Q: 3 clusters Score -6700607 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -6700688.500000 Penalty: 5380.500000
	Iteration 20F: 3 clusters Score -6700688 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -6700808.500000 Penalty: 5380.500000
	Iteration 21Q: 3 clusters Score -6700808 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -6700898.000000 Penalty: 5380.500000
	Iteration 22Q: 3 clusters Score -6700898 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -6700956.500000 Penalty: 5380.500000
	Iteration 23Q: 3 clusters Score -6700956 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -6701042.000000 Penalty: 5380.500000
	Iteration 24Q: 3 clusters Score -6701042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -6701074.000000 Penalty: 5380.500000
	Iteration 25Q: 3 clusters Score -6701074 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -6701094.500000 Penalty: 5380.500000
	Iteration 26Q: 3 clusters Score -6701094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -6701114.500000 Penalty: 5380.500000
	Iteration 27Q: 3 clusters Score -6701114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -6701155.000000 Penalty: 5380.500000
	Iteration 28Q: 3 clusters Score -6701155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -6701179.000000 Penalty: 5380.500000
	Iteration 29Q: 3 clusters Score -6701179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -6701188.500000 Penalty: 5380.500000
	Iteration 30Q: 3 clusters Score -6701188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -6701202.500000 Penalty: 5380.500000
	Iteration 31Q: 3 clusters Score -6701202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -6701203.500000 Penalty: 5380.500000
	Iteration 32Q: 3 clusters Score -6701204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -6701215.000000 Penalty: 5380.500000
	Iteration 33Q: 3 clusters Score -6701215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -6701224.000000 Penalty: 5380.500000
	Iteration 34Q: 3 clusters Score -6701224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6701228.000000 Penalty: 5380.500000
	Iteration 35Q: 3 clusters Score -6701228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -6701228.000000 Penalty: 5380.500000
	Iteration 36Q: 3 clusters Score -6701228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -6701237.000000 Penalty: 5380.500000
	Iteration 37Q: 3 clusters Score -6701237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -6701238.500000 Penalty: 5380.500000
	Iteration 38Q: 3 clusters Score -6701238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -6701240.500000 Penalty: 5380.500000
	Iteration 39Q: 3 clusters Score -6701240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -6701241.500000 Penalty: 5380.500000
	Iteration 40F: 3 clusters Score -6701242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -6701253.500000 Penalty: 5380.500000
	Iteration 41Q: 3 clusters Score -6701254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -6701262.500000 Penalty: 5380.500000
	Iteration 42Q: 3 clusters Score -6701262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -6701271.000000 Penalty: 5380.500000
	Iteration 43Q: 3 clusters Score -6701271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -6701271.000000 Penalty: 5380.500000
	Iteration 44Q: 3 clusters Score -6701271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -6701273.000000 Penalty: 5380.500000
	Iteration 45Q: 3 clusters Score -6701273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -6701272.000000 Penalty: 5380.500000
	Iteration 46Q: 3 clusters Score -6701272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -6701281.500000 Penalty: 5380.500000
	Iteration 47Q: 3 clusters Score -6701282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -6701275.000000 Penalty: 5380.500000
	Iteration 48Q: 3 clusters Score -6701275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -6701276.000000 Penalty: 5380.500000
	Iteration 49Q: 3 clusters Score -6701276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -6701278.500000 Penalty: 5380.500000
	Iteration 50Q: 3 clusters Score -6701278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -6701279.000000 Penalty: 5380.500000
	Iteration 51Q: 3 clusters Score -6701279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -6701278.000000 Penalty: 5380.500000
	Iteration 52Q: 3 clusters Score -6701278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -6701280.000000 Penalty: 5380.500000
	Iteration 53Q: 3 clusters Score -6701280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -6701279.000000 Penalty: 5380.500000
	Iteration 54Q: 3 clusters Score -6701279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -6701279.000000 Penalty: 5380.500000
	Iteration 55F: 3 clusters Score -6701279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Entering Unmasked Estep 
Score: -3929783.000000 Penalty: 2556.570801
	Iteration 0F: 2 clusters Score -3929783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3909105.750000 Penalty: 5113.141602
	Iteration 0F: 3 clusters Score -3909106 nChanged 13582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3916460.000000 Penalty: 5113.141602
	Iteration 1F: 3 clusters Score -3916460 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3916847.250000 Penalty: 5113.141602
	Iteration 2Q: 3 clusters Score -3916847 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3917206.000000 Penalty: 5113.141602
	Iteration 3Q: 3 clusters Score -3917206 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3917613.500000 Penalty: 5113.141602
	Iteration 4Q: 3 clusters Score -3917614 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3918161.000000 Penalty: 5113.141602
	Iteration 5Q: 3 clusters Score -3918161 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3918885.250000 Penalty: 5113.141602
	Iteration 6Q: 3 clusters Score -3918885 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3919993.750000 Penalty: 5113.141602
	Iteration 7F: 3 clusters Score -3919994 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -3921487.000000 Penalty: 5113.141602
	Iteration 8F: 3 clusters Score -3921487 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3923321.750000 Penalty: 5113.141602
	Iteration 9F: 3 clusters Score -3923322 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3925102.750000 Penalty: 5113.141602
	Iteration 10F: 3 clusters Score -3925103 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3926310.000000 Penalty: 5113.141602
	Iteration 11Q: 3 clusters Score -3926310 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3926949.250000 Penalty: 5113.141602
	Iteration 12Q: 3 clusters Score -3926949 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3927243.250000 Penalty: 5113.141602
	Iteration 13Q: 3 clusters Score -3927243 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3927398.750000 Penalty: 5113.141602
	Iteration 14Q: 3 clusters Score -3927399 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3927460.750000 Penalty: 5113.141602
	Iteration 15Q: 3 clusters Score -3927461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3927494.500000 Penalty: 5113.141602
	Iteration 16Q: 3 clusters Score -3927494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3927521.250000 Penalty: 5113.141602
	Iteration 17Q: 3 clusters Score -3927521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3927540.500000 Penalty: 5113.141602
	Iteration 18Q: 3 clusters Score -3927540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3927551.750000 Penalty: 5113.141602
	Iteration 19Q: 3 clusters Score -3927552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3927556.250000 Penalty: 5113.141602
	Iteration 20F: 3 clusters Score -3927556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3927559.000000 Penalty: 5113.141602
	Iteration 21Q: 3 clusters Score -3927559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3927566.750000 Penalty: 5113.141602
	Iteration 22Q: 3 clusters Score -3927567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3927573.750000 Penalty: 5113.141602
	Iteration 23Q: 3 clusters Score -3927574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3927576.750000 Penalty: 5113.141602
	Iteration 24Q: 3 clusters Score -3927577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3927582.750000 Penalty: 5113.141602
	Iteration 25Q: 3 clusters Score -3927583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3927582.500000 Penalty: 5113.141602
	Iteration 26Q: 3 clusters Score -3927582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3927582.500000 Penalty: 5113.141602
	Iteration 27F: 3 clusters Score -3927582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Entering Unmasked Estep 
Score: -5574459.000000 Penalty: 2651.151123
	Iteration 0F: 2 clusters Score -5574459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -5544908.500000 Penalty: 5302.302246
	Iteration 0F: 3 clusters Score -5544908 nChanged 20103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -5555578.000000 Penalty: 5302.302246
	Iteration 1F: 3 clusters Score -5555578 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -5555969.000000 Penalty: 5302.302246
	Iteration 2Q: 3 clusters Score -5555969 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -5556350.000000 Penalty: 5302.302246
	Iteration 3Q: 3 clusters Score -5556350 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -5556732.000000 Penalty: 5302.302246
	Iteration 4Q: 3 clusters Score -5556732 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -5557254.500000 Penalty: 5302.302246
	Iteration 5Q: 3 clusters Score -5557254 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -5558071.000000 Penalty: 5302.302246
	Iteration 6Q: 3 clusters Score -5558071 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -5559325.500000 Penalty: 5302.302246
	Iteration 7F: 3 clusters Score -5559326 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -5561400.500000 Penalty: 5302.302246
	Iteration 8F: 3 clusters Score -5561400 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -5564269.500000 Penalty: 5302.302246
	Iteration 9F: 3 clusters Score -5564270 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -5567335.500000 Penalty: 5302.302246
	Iteration 10F: 3 clusters Score -5567336 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5569680.500000 Penalty: 5302.302246
	Iteration 11F: 3 clusters Score -5569680 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5571124.000000 Penalty: 5302.302246
	Iteration 12Q: 3 clusters Score -5571124 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5571701.500000 Penalty: 5302.302246
	Iteration 13Q: 3 clusters Score -5571702 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5571924.500000 Penalty: 5302.302246
	Iteration 14Q: 3 clusters Score -5571924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5572014.500000 Penalty: 5302.302246
	Iteration 15Q: 3 clusters Score -5572014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5572072.000000 Penalty: 5302.302246
	Iteration 16Q: 3 clusters Score -5572072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5572107.500000 Penalty: 5302.302246
	Iteration 17Q: 3 clusters Score -5572108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5572127.500000 Penalty: 5302.302246
	Iteration 18Q: 3 clusters Score -5572128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5572133.500000 Penalty: 5302.302246
	Iteration 19Q: 3 clusters Score -5572134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5572137.500000 Penalty: 5302.302246
	Iteration 20F: 3 clusters Score -5572138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5572147.500000 Penalty: 5302.302246
	Iteration 21Q: 3 clusters Score -5572148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5572146.500000 Penalty: 5302.302246
	Iteration 22Q: 3 clusters Score -5572146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5572146.500000 Penalty: 5302.302246
	Iteration 23Q: 3 clusters Score -5572146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5572146.500000 Penalty: 5302.302246
	Iteration 24F: 3 clusters Score -5572146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Entering Unmasked Estep 
Score: -459130.562500 Penalty: 2027.466064
	Iteration 0F: 2 clusters Score -459130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -455472.468750 Penalty: 4054.932129
	Iteration 0F: 3 clusters Score -455472.5 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -456217.875000 Penalty: 4054.932129
	Iteration 1F: 3 clusters Score -456217.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -456399.406250 Penalty: 4054.932129
	Iteration 2F: 3 clusters Score -456399.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -456517.406250 Penalty: 4054.932129
	Iteration 3F: 3 clusters Score -456517.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -456583.031250 Penalty: 4054.932129
	Iteration 4Q: 3 clusters Score -456583 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -456618.562500 Penalty: 4054.932129
	Iteration 5Q: 3 clusters Score -456618.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -456637.500000 Penalty: 4054.932129
	Iteration 6Q: 3 clusters Score -456637.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -456655.843750 Penalty: 4054.932129
	Iteration 7Q: 3 clusters Score -456655.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -456669.000000 Penalty: 4054.932129
	Iteration 8Q: 3 clusters Score -456669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -456685.312500 Penalty: 4054.932129
	Iteration 9Q: 3 clusters Score -456685.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -456700.343750 Penalty: 4054.932129
	Iteration 10Q: 3 clusters Score -456700.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -456710.406250 Penalty: 4054.932129
	Iteration 11Q: 3 clusters Score -456710.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -456717.906250 Penalty: 4054.932129
	Iteration 12Q: 3 clusters Score -456717.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -456724.156250 Penalty: 4054.932129
	Iteration 13Q: 3 clusters Score -456724.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -456727.937500 Penalty: 4054.932129
	Iteration 14Q: 3 clusters Score -456727.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -456731.781250 Penalty: 4054.932129
	Iteration 15Q: 3 clusters Score -456731.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -456739.687500 Penalty: 4054.932129
	Iteration 16Q: 3 clusters Score -456739.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -456746.031250 Penalty: 4054.932129
	Iteration 17Q: 3 clusters Score -456746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -456755.687500 Penalty: 4054.932129
	Iteration 18Q: 3 clusters Score -456755.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -456763.062500 Penalty: 4054.932129
	Iteration 19Q: 3 clusters Score -456763.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -456767.875000 Penalty: 4054.932129
	Iteration 20F: 3 clusters Score -456767.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -456773.187500 Penalty: 4054.932129
	Iteration 21Q: 3 clusters Score -456773.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -456778.968750 Penalty: 4054.932129
	Iteration 22Q: 3 clusters Score -456779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -456785.562500 Penalty: 4054.932129
	Iteration 23Q: 3 clusters Score -456785.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -456794.562500 Penalty: 4054.932129
	Iteration 24Q: 3 clusters Score -456794.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -456801.750000 Penalty: 4054.932129
	Iteration 25Q: 3 clusters Score -456801.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -456810.875000 Penalty: 4054.932129
	Iteration 26Q: 3 clusters Score -456810.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -456818.437500 Penalty: 4054.932129
	Iteration 27Q: 3 clusters Score -456818.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -456826.437500 Penalty: 4054.932129
	Iteration 28Q: 3 clusters Score -456826.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -456836.500000 Penalty: 4054.932129
	Iteration 29Q: 3 clusters Score -456836.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -456840.593750 Penalty: 4054.932129
	Iteration 30Q: 3 clusters Score -456840.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -456846.812500 Penalty: 4054.932129
	Iteration 31Q: 3 clusters Score -456846.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -456852.156250 Penalty: 4054.932129
	Iteration 32Q: 3 clusters Score -456852.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -456860.375000 Penalty: 4054.932129
	Iteration 33Q: 3 clusters Score -456860.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -456866.875000 Penalty: 4054.932129
	Iteration 34Q: 3 clusters Score -456866.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -456873.031250 Penalty: 4054.932129
	Iteration 35Q: 3 clusters Score -456873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -456878.375000 Penalty: 4054.932129
	Iteration 36Q: 3 clusters Score -456878.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -456886.312500 Penalty: 4054.932129
	Iteration 37Q: 3 clusters Score -456886.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -456891.531250 Penalty: 4054.932129
	Iteration 38Q: 3 clusters Score -456891.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -456895.343750 Penalty: 4054.932129
	Iteration 39Q: 3 clusters Score -456895.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -456899.437500 Penalty: 4054.932129
	Iteration 40F: 3 clusters Score -456899.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -456903.156250 Penalty: 4054.932129
	Iteration 41Q: 3 clusters Score -456903.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -456908.250000 Penalty: 4054.932129
	Iteration 42Q: 3 clusters Score -456908.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -456912.718750 Penalty: 4054.932129
	Iteration 43Q: 3 clusters Score -456912.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -456917.468750 Penalty: 4054.932129
	Iteration 44Q: 3 clusters Score -456917.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -456922.687500 Penalty: 4054.932129
	Iteration 45Q: 3 clusters Score -456922.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -456927.093750 Penalty: 4054.932129
	Iteration 46Q: 3 clusters Score -456927.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -456929.937500 Penalty: 4054.932129
	Iteration 47Q: 3 clusters Score -456929.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -456931.218750 Penalty: 4054.932129
	Iteration 48Q: 3 clusters Score -456931.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -456933.750000 Penalty: 4054.932129
	Iteration 49Q: 3 clusters Score -456933.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -456937.750000 Penalty: 4054.932129
	Iteration 50Q: 3 clusters Score -456937.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -456942.000000 Penalty: 4054.932129
	Iteration 51Q: 3 clusters Score -456942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -456944.500000 Penalty: 4054.932129
	Iteration 52Q: 3 clusters Score -456944.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -456949.156250 Penalty: 4054.932129
	Iteration 53Q: 3 clusters Score -456949.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -456953.343750 Penalty: 4054.932129
	Iteration 54Q: 3 clusters Score -456953.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -456955.156250 Penalty: 4054.932129
	Iteration 55Q: 3 clusters Score -456955.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -456957.625000 Penalty: 4054.932129
	Iteration 56Q: 3 clusters Score -456957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -456958.312500 Penalty: 4054.932129
	Iteration 57Q: 3 clusters Score -456958.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -456958.312500 Penalty: 4054.932129
	Iteration 58F: 3 clusters Score -456958.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (156770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156770 members 
Entering Unmasked Estep 
Score: -20303440.000000 Penalty: 2966.708740
	Iteration 0F: 2 clusters Score -2.030344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -20201436.000000 Penalty: 5933.417480
	Iteration 0F: 3 clusters Score -2.020144e+07 nChanged 74731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 75492 members 
Entering Unmasked Estep 
Score: -20244776.000000 Penalty: 5933.417480
	Iteration 1F: 3 clusters Score -2.024478e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82686 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -20245916.000000 Penalty: 5933.417480
	Iteration 2Q: 3 clusters Score -2.024592e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -20247450.000000 Penalty: 5933.417480
	Iteration 3Q: 3 clusters Score -2.024745e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -20249140.000000 Penalty: 5933.417480
	Iteration 4Q: 3 clusters Score -2.024914e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -20251704.000000 Penalty: 5933.417480
	Iteration 5Q: 3 clusters Score -2.02517e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -20255608.000000 Penalty: 5933.417480
	Iteration 6Q: 3 clusters Score -2.025561e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108496 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -20262118.000000 Penalty: 5933.417480
	Iteration 7F: 3 clusters Score -2.026212e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -20270680.000000 Penalty: 5933.417480
	Iteration 8F: 3 clusters Score -2.027068e+07 nChanged 11402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130476 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -20280218.000000 Penalty: 5933.417480
	Iteration 9F: 3 clusters Score -2.028022e+07 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140320 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -20288690.000000 Penalty: 5933.417480
	Iteration 10F: 3 clusters Score -2.028869e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147312 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -20294582.000000 Penalty: 5933.417480
	Iteration 11Q: 3 clusters Score -2.029458e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151543 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -20297588.000000 Penalty: 5933.417480
	Iteration 12Q: 3 clusters Score -2.029759e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153842 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -20299142.000000 Penalty: 5933.417480
	Iteration 13Q: 3 clusters Score -2.029914e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155020 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -20299888.000000 Penalty: 5933.417480
	Iteration 14Q: 3 clusters Score -2.029989e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155574 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -20300300.000000 Penalty: 5933.417480
	Iteration 15Q: 3 clusters Score -2.03003e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155841 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -20300524.000000 Penalty: 5933.417480
	Iteration 16Q: 3 clusters Score -2.030052e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -20300646.000000 Penalty: 5933.417480
	Iteration 17Q: 3 clusters Score -2.030065e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156065 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -20300736.000000 Penalty: 5933.417480
	Iteration 18Q: 3 clusters Score -2.030074e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156117 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -20300788.000000 Penalty: 5933.417480
	Iteration 19Q: 3 clusters Score -2.030079e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -20300864.000000 Penalty: 5933.417480
	Iteration 20F: 3 clusters Score -2.030086e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156176 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -20300890.000000 Penalty: 5933.417480
	Iteration 21Q: 3 clusters Score -2.030089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156193 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -20300928.000000 Penalty: 5933.417480
	Iteration 22Q: 3 clusters Score -2.030093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156205 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -20300948.000000 Penalty: 5933.417480
	Iteration 23Q: 3 clusters Score -2.030095e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -20300956.000000 Penalty: 5933.417480
	Iteration 24Q: 3 clusters Score -2.030096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156226 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -20300964.000000 Penalty: 5933.417480
	Iteration 25Q: 3 clusters Score -2.030096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156233 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -20300966.000000 Penalty: 5933.417480
	Iteration 26Q: 3 clusters Score -2.030097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156243 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -20300970.000000 Penalty: 5933.417480
	Iteration 27Q: 3 clusters Score -2.030097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156248 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -20300970.000000 Penalty: 5933.417480
	Iteration 28Q: 3 clusters Score -2.030097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156252 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20300978.000000 Penalty: 5933.417480
	Iteration 29Q: 3 clusters Score -2.030098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156254 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -20300972.000000 Penalty: 5933.417480
	Iteration 30Q: 3 clusters Score -2.030097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156257 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -20300980.000000 Penalty: 5933.417480
	Iteration 31Q: 3 clusters Score -2.030098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156259 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -20300980.000000 Penalty: 5933.417480
	Iteration 32Q: 3 clusters Score -2.030098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156259 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -20300976.000000 Penalty: 5933.417480
	Iteration 33Q: 3 clusters Score -2.030098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156258 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -20300974.000000 Penalty: 5933.417480
	Iteration 34Q: 3 clusters Score -2.030097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156258 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -20300974.000000 Penalty: 5933.417480
	Iteration 35F: 3 clusters Score -2.030097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -300101.125000 Penalty: 1941.452271
	Iteration 0F: 2 clusters Score -300101.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -297164.343750 Penalty: 3882.904541
	Iteration 0F: 3 clusters Score -297164.3 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -297707.062500 Penalty: 3882.904541
	Iteration 1F: 3 clusters Score -297707.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -297829.562500 Penalty: 3882.904541
	Iteration 2F: 3 clusters Score -297829.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -297902.687500 Penalty: 3882.904541
	Iteration 3Q: 3 clusters Score -297902.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -297954.343750 Penalty: 3882.904541
	Iteration 4Q: 3 clusters Score -297954.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -297990.437500 Penalty: 3882.904541
	Iteration 5Q: 3 clusters Score -297990.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -298025.968750 Penalty: 3882.904541
	Iteration 6Q: 3 clusters Score -298026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -298068.656250 Penalty: 3882.904541
	Iteration 7Q: 3 clusters Score -298068.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -298096.937500 Penalty: 3882.904541
	Iteration 8Q: 3 clusters Score -298096.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -298129.937500 Penalty: 3882.904541
	Iteration 9Q: 3 clusters Score -298129.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -298166.406250 Penalty: 3882.904541
	Iteration 10Q: 3 clusters Score -298166.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -298193.937500 Penalty: 3882.904541
	Iteration 11Q: 3 clusters Score -298193.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -298221.343750 Penalty: 3882.904541
	Iteration 12Q: 3 clusters Score -298221.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -298242.500000 Penalty: 3882.904541
	Iteration 13Q: 3 clusters Score -298242.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -298267.593750 Penalty: 3882.904541
	Iteration 14Q: 3 clusters Score -298267.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -298292.375000 Penalty: 3882.904541
	Iteration 15Q: 3 clusters Score -298292.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -298314.125000 Penalty: 3882.904541
	Iteration 16Q: 3 clusters Score -298314.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -298336.156250 Penalty: 3882.904541
	Iteration 17Q: 3 clusters Score -298336.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -298355.843750 Penalty: 3882.904541
	Iteration 18Q: 3 clusters Score -298355.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -298379.250000 Penalty: 3882.904541
	Iteration 19Q: 3 clusters Score -298379.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -298399.375000 Penalty: 3882.904541
	Iteration 20F: 3 clusters Score -298399.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -298422.781250 Penalty: 3882.904541
	Iteration 21Q: 3 clusters Score -298422.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -298443.750000 Penalty: 3882.904541
	Iteration 22Q: 3 clusters Score -298443.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -298461.031250 Penalty: 3882.904541
	Iteration 23Q: 3 clusters Score -298461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -298472.812500 Penalty: 3882.904541
	Iteration 24Q: 3 clusters Score -298472.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -298481.687500 Penalty: 3882.904541
	Iteration 25Q: 3 clusters Score -298481.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -298495.625000 Penalty: 3882.904541
	Iteration 26Q: 3 clusters Score -298495.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -298506.468750 Penalty: 3882.904541
	Iteration 27Q: 3 clusters Score -298506.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -298518.281250 Penalty: 3882.904541
	Iteration 28Q: 3 clusters Score -298518.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -298535.718750 Penalty: 3882.904541
	Iteration 29Q: 3 clusters Score -298535.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -298548.125000 Penalty: 3882.904541
	Iteration 30Q: 3 clusters Score -298548.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -298558.718750 Penalty: 3882.904541
	Iteration 31Q: 3 clusters Score -298558.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -298568.125000 Penalty: 3882.904541
	Iteration 32Q: 3 clusters Score -298568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -298575.343750 Penalty: 3882.904541
	Iteration 33Q: 3 clusters Score -298575.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -298581.968750 Penalty: 3882.904541
	Iteration 34Q: 3 clusters Score -298582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -298586.312500 Penalty: 3882.904541
	Iteration 35Q: 3 clusters Score -298586.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -298593.156250 Penalty: 3882.904541
	Iteration 36Q: 3 clusters Score -298593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -298597.625000 Penalty: 3882.904541
	Iteration 37Q: 3 clusters Score -298597.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -298603.375000 Penalty: 3882.904541
	Iteration 38Q: 3 clusters Score -298603.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -298606.625000 Penalty: 3882.904541
	Iteration 39Q: 3 clusters Score -298606.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -298611.531250 Penalty: 3882.904541
	Iteration 40F: 3 clusters Score -298611.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -298617.531250 Penalty: 3882.904541
	Iteration 41Q: 3 clusters Score -298617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -298620.531250 Penalty: 3882.904541
	Iteration 42Q: 3 clusters Score -298620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -298620.531250 Penalty: 3882.904541
	Iteration 43F: 3 clusters Score -298620.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Entering Unmasked Estep 
Score: -549461.625000 Penalty: 2084.364746
	Iteration 0F: 2 clusters Score -549461.6 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 2273 members 
Entering Unmasked Estep 
Score: -545258.937500 Penalty: 4168.729492
	Iteration 0F: 3 clusters Score -545258.9 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -546312.125000 Penalty: 4168.729492
	Iteration 1F: 3 clusters Score -546312.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -546606.562500 Penalty: 4168.729492
	Iteration 2F: 3 clusters Score -546606.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -546813.687500 Penalty: 4168.729492
	Iteration 3F: 3 clusters Score -546813.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -546987.562500 Penalty: 4168.729492
	Iteration 4F: 3 clusters Score -546987.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -547135.500000 Penalty: 4168.729492
	Iteration 5Q: 3 clusters Score -547135.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -547276.187500 Penalty: 4168.729492
	Iteration 6Q: 3 clusters Score -547276.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -547377.437500 Penalty: 4168.729492
	Iteration 7Q: 3 clusters Score -547377.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -547456.062500 Penalty: 4168.729492
	Iteration 8Q: 3 clusters Score -547456.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -547529.312500 Penalty: 4168.729492
	Iteration 9Q: 3 clusters Score -547529.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -547608.937500 Penalty: 4168.729492
	Iteration 10Q: 3 clusters Score -547608.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -547676.750000 Penalty: 4168.729492
	Iteration 11Q: 3 clusters Score -547676.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -547721.625000 Penalty: 4168.729492
	Iteration 12Q: 3 clusters Score -547721.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -547760.000000 Penalty: 4168.729492
	Iteration 13Q: 3 clusters Score -547760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -547799.750000 Penalty: 4168.729492
	Iteration 14Q: 3 clusters Score -547799.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -547825.187500 Penalty: 4168.729492
	Iteration 15Q: 3 clusters Score -547825.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -547846.375000 Penalty: 4168.729492
	Iteration 16Q: 3 clusters Score -547846.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -547866.000000 Penalty: 4168.729492
	Iteration 17Q: 3 clusters Score -547866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -547883.062500 Penalty: 4168.729492
	Iteration 18Q: 3 clusters Score -547883.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -547901.437500 Penalty: 4168.729492
	Iteration 19Q: 3 clusters Score -547901.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -547925.500000 Penalty: 4168.729492
	Iteration 20F: 3 clusters Score -547925.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -547945.000000 Penalty: 4168.729492
	Iteration 21Q: 3 clusters Score -547945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -547961.562500 Penalty: 4168.729492
	Iteration 22Q: 3 clusters Score -547961.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -547975.875000 Penalty: 4168.729492
	Iteration 23Q: 3 clusters Score -547975.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -547986.875000 Penalty: 4168.729492
	Iteration 24Q: 3 clusters Score -547986.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -547993.437500 Penalty: 4168.729492
	Iteration 25Q: 3 clusters Score -547993.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -547997.875000 Penalty: 4168.729492
	Iteration 26Q: 3 clusters Score -547997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -547997.875000 Penalty: 4168.729492
	Iteration 27Q: 3 clusters Score -547997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -547999.625000 Penalty: 4168.729492
	Iteration 28Q: 3 clusters Score -547999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -548000.000000 Penalty: 4168.729492
	Iteration 29Q: 3 clusters Score -548000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -548001.187500 Penalty: 4168.729492
	Iteration 30Q: 3 clusters Score -548001.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -548001.437500 Penalty: 4168.729492
	Iteration 31Q: 3 clusters Score -548001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -548003.812500 Penalty: 4168.729492
	Iteration 32Q: 3 clusters Score -548003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -548004.375000 Penalty: 4168.729492
	Iteration 33Q: 3 clusters Score -548004.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -548004.625000 Penalty: 4168.729492
	Iteration 34Q: 3 clusters Score -548004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -548007.062500 Penalty: 4168.729492
	Iteration 35Q: 3 clusters Score -548007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -548007.437500 Penalty: 4168.729492
	Iteration 36Q: 3 clusters Score -548007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -548008.437500 Penalty: 4168.729492
	Iteration 37Q: 3 clusters Score -548008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -548009.812500 Penalty: 4168.729492
	Iteration 38Q: 3 clusters Score -548009.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -548011.062500 Penalty: 4168.729492
	Iteration 39Q: 3 clusters Score -548011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -548011.500000 Penalty: 4168.729492
	Iteration 40F: 3 clusters Score -548011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -548011.625000 Penalty: 4168.729492
	Iteration 41Q: 3 clusters Score -548011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -548015.250000 Penalty: 4168.729492
	Iteration 42Q: 3 clusters Score -548015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -548016.375000 Penalty: 4168.729492
	Iteration 43Q: 3 clusters Score -548016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -548018.250000 Penalty: 4168.729492
	Iteration 44Q: 3 clusters Score -548018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -548017.937500 Penalty: 4168.729492
	Iteration 45Q: 3 clusters Score -548017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -548018.312500 Penalty: 4168.729492
	Iteration 46Q: 3 clusters Score -548018.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -548018.437500 Penalty: 4168.729492
	Iteration 47Q: 3 clusters Score -548018.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -548019.312500 Penalty: 4168.729492
	Iteration 48Q: 3 clusters Score -548019.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -548020.625000 Penalty: 4168.729492
	Iteration 49Q: 3 clusters Score -548020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -548021.312500 Penalty: 4168.729492
	Iteration 50Q: 3 clusters Score -548021.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -548022.312500 Penalty: 4168.729492
	Iteration 51Q: 3 clusters Score -548022.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -548022.375000 Penalty: 4168.729492
	Iteration 52Q: 3 clusters Score -548022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -548023.125000 Penalty: 4168.729492
	Iteration 53Q: 3 clusters Score -548023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -548023.187500 Penalty: 4168.729492
	Iteration 54Q: 3 clusters Score -548023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -548023.187500 Penalty: 4168.729492
	Iteration 55F: 3 clusters Score -548023.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -715123.812500 Penalty: 2150.138672
	Iteration 0F: 2 clusters Score -715123.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -710141.250000 Penalty: 4300.277344
	Iteration 0F: 3 clusters Score -710141.2 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -711444.625000 Penalty: 4300.277344
	Iteration 1F: 3 clusters Score -711444.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -711686.187500 Penalty: 4300.277344
	Iteration 2F: 3 clusters Score -711686.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -711850.187500 Penalty: 4300.277344
	Iteration 3F: 3 clusters Score -711850.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -711949.437500 Penalty: 4300.277344
	Iteration 4Q: 3 clusters Score -711949.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -712036.562500 Penalty: 4300.277344
	Iteration 5Q: 3 clusters Score -712036.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -712110.875000 Penalty: 4300.277344
	Iteration 6Q: 3 clusters Score -712110.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -712191.437500 Penalty: 4300.277344
	Iteration 7Q: 3 clusters Score -712191.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -712286.750000 Penalty: 4300.277344
	Iteration 8Q: 3 clusters Score -712286.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -712388.000000 Penalty: 4300.277344
	Iteration 9Q: 3 clusters Score -712388 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -712490.750000 Penalty: 4300.277344
	Iteration 10Q: 3 clusters Score -712490.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -712582.875000 Penalty: 4300.277344
	Iteration 11Q: 3 clusters Score -712582.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -712689.750000 Penalty: 4300.277344
	Iteration 12Q: 3 clusters Score -712689.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -712794.687500 Penalty: 4300.277344
	Iteration 13Q: 3 clusters Score -712794.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -712908.875000 Penalty: 4300.277344
	Iteration 14Q: 3 clusters Score -712908.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -713024.375000 Penalty: 4300.277344
	Iteration 15Q: 3 clusters Score -713024.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -713132.000000 Penalty: 4300.277344
	Iteration 16Q: 3 clusters Score -713132 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -713238.125000 Penalty: 4300.277344
	Iteration 17Q: 3 clusters Score -713238.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -713353.937500 Penalty: 4300.277344
	Iteration 18Q: 3 clusters Score -713353.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -713439.750000 Penalty: 4300.277344
	Iteration 19Q: 3 clusters Score -713439.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -713518.687500 Penalty: 4300.277344
	Iteration 20F: 3 clusters Score -713518.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -713573.687500 Penalty: 4300.277344
	Iteration 21Q: 3 clusters Score -713573.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -713625.625000 Penalty: 4300.277344
	Iteration 22Q: 3 clusters Score -713625.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -713669.812500 Penalty: 4300.277344
	Iteration 23Q: 3 clusters Score -713669.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -713694.375000 Penalty: 4300.277344
	Iteration 24Q: 3 clusters Score -713694.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -713718.312500 Penalty: 4300.277344
	Iteration 25Q: 3 clusters Score -713718.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -713735.062500 Penalty: 4300.277344
	Iteration 26Q: 3 clusters Score -713735.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -713744.562500 Penalty: 4300.277344
	Iteration 27Q: 3 clusters Score -713744.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -713755.687500 Penalty: 4300.277344
	Iteration 28Q: 3 clusters Score -713755.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -713763.125000 Penalty: 4300.277344
	Iteration 29Q: 3 clusters Score -713763.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -713770.187500 Penalty: 4300.277344
	Iteration 30Q: 3 clusters Score -713770.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -713775.125000 Penalty: 4300.277344
	Iteration 31Q: 3 clusters Score -713775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -713774.937500 Penalty: 4300.277344
	Iteration 32Q: 3 clusters Score -713774.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -713774.937500 Penalty: 4300.277344
	Iteration 33F: 3 clusters Score -713774.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Entering Unmasked Estep 
Score: -2202053.750000 Penalty: 2428.276611
	Iteration 0F: 2 clusters Score -2202054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2189280.250000 Penalty: 4856.553223
	Iteration 0F: 3 clusters Score -2189280 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2193540.000000 Penalty: 4856.553223
	Iteration 1F: 3 clusters Score -2193540 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2193970.750000 Penalty: 4856.553223
	Iteration 2F: 3 clusters Score -2193971 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2194362.000000 Penalty: 4856.553223
	Iteration 3F: 3 clusters Score -2194362 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2194683.000000 Penalty: 4856.553223
	Iteration 4Q: 3 clusters Score -2194683 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2195000.750000 Penalty: 4856.553223
	Iteration 5Q: 3 clusters Score -2195001 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2195349.500000 Penalty: 4856.553223
	Iteration 6Q: 3 clusters Score -2195350 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2195667.250000 Penalty: 4856.553223
	Iteration 7Q: 3 clusters Score -2195667 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2196017.500000 Penalty: 4856.553223
	Iteration 8Q: 3 clusters Score -2196018 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2196401.750000 Penalty: 4856.553223
	Iteration 9Q: 3 clusters Score -2196402 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2196810.250000 Penalty: 4856.553223
	Iteration 10Q: 3 clusters Score -2196810 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2197212.000000 Penalty: 4856.553223
	Iteration 11Q: 3 clusters Score -2197212 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2197537.000000 Penalty: 4856.553223
	Iteration 12Q: 3 clusters Score -2197537 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2197848.500000 Penalty: 4856.553223
	Iteration 13Q: 3 clusters Score -2197848 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2198151.750000 Penalty: 4856.553223
	Iteration 14Q: 3 clusters Score -2198152 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2198465.500000 Penalty: 4856.553223
	Iteration 15Q: 3 clusters Score -2198466 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2198792.250000 Penalty: 4856.553223
	Iteration 16Q: 3 clusters Score -2198792 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2199117.750000 Penalty: 4856.553223
	Iteration 17Q: 3 clusters Score -2199118 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2199388.500000 Penalty: 4856.553223
	Iteration 18Q: 3 clusters Score -2199388 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2199624.500000 Penalty: 4856.553223
	Iteration 19Q: 3 clusters Score -2199624 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2199825.500000 Penalty: 4856.553223
	Iteration 20F: 3 clusters Score -2199826 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2200012.000000 Penalty: 4856.553223
	Iteration 21Q: 3 clusters Score -2200012 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2200156.500000 Penalty: 4856.553223
	Iteration 22Q: 3 clusters Score -2200156 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2200281.000000 Penalty: 4856.553223
	Iteration 23Q: 3 clusters Score -2200281 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2200399.500000 Penalty: 4856.553223
	Iteration 24Q: 3 clusters Score -2200400 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2200507.000000 Penalty: 4856.553223
	Iteration 25Q: 3 clusters Score -2200507 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2200630.250000 Penalty: 4856.553223
	Iteration 26Q: 3 clusters Score -2200630 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2200739.750000 Penalty: 4856.553223
	Iteration 27Q: 3 clusters Score -2200740 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2200859.250000 Penalty: 4856.553223
	Iteration 28Q: 3 clusters Score -2200859 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2200962.250000 Penalty: 4856.553223
	Iteration 29Q: 3 clusters Score -2200962 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2201056.000000 Penalty: 4856.553223
	Iteration 30Q: 3 clusters Score -2201056 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2201139.500000 Penalty: 4856.553223
	Iteration 31Q: 3 clusters Score -2201140 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2201219.750000 Penalty: 4856.553223
	Iteration 32Q: 3 clusters Score -2201220 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2201287.250000 Penalty: 4856.553223
	Iteration 33Q: 3 clusters Score -2201287 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2201330.500000 Penalty: 4856.553223
	Iteration 34Q: 3 clusters Score -2201330 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2201356.000000 Penalty: 4856.553223
	Iteration 35Q: 3 clusters Score -2201356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2201373.000000 Penalty: 4856.553223
	Iteration 36Q: 3 clusters Score -2201373 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2201401.250000 Penalty: 4856.553223
	Iteration 37Q: 3 clusters Score -2201401 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2201415.500000 Penalty: 4856.553223
	Iteration 38Q: 3 clusters Score -2201416 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2201427.750000 Penalty: 4856.553223
	Iteration 39Q: 3 clusters Score -2201428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2201437.750000 Penalty: 4856.553223
	Iteration 40F: 3 clusters Score -2201438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2201447.000000 Penalty: 4856.553223
	Iteration 41Q: 3 clusters Score -2201447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2201454.750000 Penalty: 4856.553223
	Iteration 42Q: 3 clusters Score -2201455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2201453.750000 Penalty: 4856.553223
	Iteration 43Q: 3 clusters Score -2201454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2201459.250000 Penalty: 4856.553223
	Iteration 44Q: 3 clusters Score -2201459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2201456.750000 Penalty: 4856.553223
	Iteration 45Q: 3 clusters Score -2201457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2201457.500000 Penalty: 4856.553223
	Iteration 46Q: 3 clusters Score -2201458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2201460.250000 Penalty: 4856.553223
	Iteration 47Q: 3 clusters Score -2201460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2201461.750000 Penalty: 4856.553223
	Iteration 48Q: 3 clusters Score -2201462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2201464.500000 Penalty: 4856.553223
	Iteration 49Q: 3 clusters Score -2201464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2201463.000000 Penalty: 4856.553223
	Iteration 50Q: 3 clusters Score -2201463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2201465.750000 Penalty: 4856.553223
	Iteration 51Q: 3 clusters Score -2201466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2201462.250000 Penalty: 4856.553223
	Iteration 52Q: 3 clusters Score -2201462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2201463.250000 Penalty: 4856.553223
	Iteration 53Q: 3 clusters Score -2201463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2201468.250000 Penalty: 4856.553223
	Iteration 54Q: 3 clusters Score -2201468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2201468.000000 Penalty: 4856.553223
	Iteration 55Q: 3 clusters Score -2201468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2201470.250000 Penalty: 4856.553223
	Iteration 56Q: 3 clusters Score -2201470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2201469.000000 Penalty: 4856.553223
	Iteration 57Q: 3 clusters Score -2201469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2201477.000000 Penalty: 4856.553223
	Iteration 58Q: 3 clusters Score -2201477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2201477.750000 Penalty: 4856.553223
	Iteration 59Q: 3 clusters Score -2201478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2201475.750000 Penalty: 4856.553223
	Iteration 60F: 3 clusters Score -2201476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2201479.500000 Penalty: 4856.553223
	Iteration 61Q: 3 clusters Score -2201480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2201479.000000 Penalty: 4856.553223
	Iteration 62Q: 3 clusters Score -2201479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2201481.250000 Penalty: 4856.553223
	Iteration 63Q: 3 clusters Score -2201481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2201484.750000 Penalty: 4856.553223
	Iteration 64Q: 3 clusters Score -2201485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2201481.250000 Penalty: 4856.553223
	Iteration 65Q: 3 clusters Score -2201481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2201485.750000 Penalty: 4856.553223
	Iteration 66Q: 3 clusters Score -2201486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2201485.250000 Penalty: 4856.553223
	Iteration 67Q: 3 clusters Score -2201485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2201484.250000 Penalty: 4856.553223
	Iteration 68Q: 3 clusters Score -2201484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2201490.000000 Penalty: 4856.553223
	Iteration 69Q: 3 clusters Score -2201490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2201493.750000 Penalty: 4856.553223
	Iteration 70Q: 3 clusters Score -2201494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2201487.000000 Penalty: 4856.553223
	Iteration 71Q: 3 clusters Score -2201487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2201487.250000 Penalty: 4856.553223
	Iteration 72Q: 3 clusters Score -2201487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2201488.750000 Penalty: 4856.553223
	Iteration 73Q: 3 clusters Score -2201489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2201491.250000 Penalty: 4856.553223
	Iteration 74Q: 3 clusters Score -2201491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2201491.750000 Penalty: 4856.553223
	Iteration 75Q: 3 clusters Score -2201492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2201491.000000 Penalty: 4856.553223
	Iteration 76Q: 3 clusters Score -2201491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2201488.250000 Penalty: 4856.553223
	Iteration 77Q: 3 clusters Score -2201488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2201485.750000 Penalty: 4856.553223
	Iteration 78Q: 3 clusters Score -2201486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2201486.250000 Penalty: 4856.553223
	Iteration 79Q: 3 clusters Score -2201486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2201485.750000 Penalty: 4856.553223
	Iteration 80F: 3 clusters Score -2201486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2201486.250000 Penalty: 4856.553223
	Iteration 81Q: 3 clusters Score -2201486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2201486.250000 Penalty: 4856.553223
	Iteration 82F: 3 clusters Score -2201486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (286432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286432 members 
Entering Unmasked Estep 
Score: -36951960.000000 Penalty: 3116.183594
	Iteration 0F: 2 clusters Score -3.695196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 143143 members 
Entering Unmasked Estep 
Score: -36780164.000000 Penalty: 6232.367188
	Iteration 0F: 3 clusters Score -3.678016e+07 nChanged 138402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142021 members 
Mstep: Class 2 contains 144411 members 
Entering Unmasked Estep 
Score: -36863084.000000 Penalty: 6232.367188
	Iteration 1F: 3 clusters Score -3.686308e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140843 members 
Mstep: Class 2 contains 145589 members 
Entering Unmasked Estep 
Score: -36865084.000000 Penalty: 6232.367188
	Iteration 2Q: 3 clusters Score -3.686508e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138974 members 
Mstep: Class 2 contains 147458 members 
Entering Unmasked Estep 
Score: -36868156.000000 Penalty: 6232.367188
	Iteration 3Q: 3 clusters Score -3.686816e+07 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136568 members 
Mstep: Class 2 contains 149864 members 
Entering Unmasked Estep 
Score: -36872056.000000 Penalty: 6232.367188
	Iteration 4Q: 3 clusters Score -3.687206e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133841 members 
Mstep: Class 2 contains 152591 members 
Entering Unmasked Estep 
Score: -36877372.000000 Penalty: 6232.367188
	Iteration 5Q: 3 clusters Score -3.687737e+07 nChanged 14782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131033 members 
Mstep: Class 2 contains 155399 members 
Entering Unmasked Estep 
Score: -36883700.000000 Penalty: 6232.367188
	Iteration 6F: 3 clusters Score -3.68837e+07 nChanged 15891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128608 members 
Mstep: Class 2 contains 157824 members 
Entering Unmasked Estep 
Score: -36892040.000000 Penalty: 6232.367188
	Iteration 7F: 3 clusters Score -3.689204e+07 nChanged 16616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127280 members 
Mstep: Class 2 contains 159152 members 
Entering Unmasked Estep 
Score: -36901300.000000 Penalty: 6232.367188
	Iteration 8F: 3 clusters Score -3.69013e+07 nChanged 16338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127252 members 
Mstep: Class 2 contains 159180 members 
Entering Unmasked Estep 
Score: -36910536.000000 Penalty: 6232.367188
	Iteration 9F: 3 clusters Score -3.691054e+07 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128411 members 
Mstep: Class 2 contains 158021 members 
Entering Unmasked Estep 
Score: -36917392.000000 Penalty: 6232.367188
	Iteration 10F: 3 clusters Score -3.691739e+07 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129714 members 
Mstep: Class 2 contains 156718 members 
Entering Unmasked Estep 
Score: -36921072.000000 Penalty: 6232.367188
	Iteration 11Q: 3 clusters Score -3.692107e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130853 members 
Mstep: Class 2 contains 155579 members 
Entering Unmasked Estep 
Score: -36922320.000000 Penalty: 6232.367188
	Iteration 12Q: 3 clusters Score -3.692232e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131930 members 
Mstep: Class 2 contains 154502 members 
Entering Unmasked Estep 
Score: -36922644.000000 Penalty: 6232.367188
	Iteration 13Q: 3 clusters Score -3.692264e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132956 members 
Mstep: Class 2 contains 153476 members 
Entering Unmasked Estep 
Score: -36922876.000000 Penalty: 6232.367188
	Iteration 14Q: 3 clusters Score -3.692288e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134014 members 
Mstep: Class 2 contains 152418 members 
Entering Unmasked Estep 
Score: -36923044.000000 Penalty: 6232.367188
	Iteration 15Q: 3 clusters Score -3.692304e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135009 members 
Mstep: Class 2 contains 151423 members 
Entering Unmasked Estep 
Score: -36923060.000000 Penalty: 6232.367188
	Iteration 16Q: 3 clusters Score -3.692306e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135974 members 
Mstep: Class 2 contains 150458 members 
Entering Unmasked Estep 
Score: -36923156.000000 Penalty: 6232.367188
	Iteration 17Q: 3 clusters Score -3.692316e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136942 members 
Mstep: Class 2 contains 149490 members 
Entering Unmasked Estep 
Score: -36923284.000000 Penalty: 6232.367188
	Iteration 18Q: 3 clusters Score -3.692328e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137942 members 
Mstep: Class 2 contains 148490 members 
Entering Unmasked Estep 
Score: -36923328.000000 Penalty: 6232.367188
	Iteration 19Q: 3 clusters Score -3.692333e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138978 members 
Mstep: Class 2 contains 147454 members 
Entering Unmasked Estep 
Score: -36923564.000000 Penalty: 6232.367188
	Iteration 20F: 3 clusters Score -3.692356e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139955 members 
Mstep: Class 2 contains 146477 members 
Entering Unmasked Estep 
Score: -36923596.000000 Penalty: 6232.367188
	Iteration 21Q: 3 clusters Score -3.69236e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140996 members 
Mstep: Class 2 contains 145436 members 
Entering Unmasked Estep 
Score: -36923532.000000 Penalty: 6232.367188
	Iteration 22Q: 3 clusters Score -3.692353e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142062 members 
Mstep: Class 2 contains 144370 members 
Entering Unmasked Estep 
Score: -36923780.000000 Penalty: 6232.367188
	Iteration 23Q: 3 clusters Score -3.692378e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143111 members 
Mstep: Class 2 contains 143321 members 
Entering Unmasked Estep 
Score: -36923964.000000 Penalty: 6232.367188
	Iteration 24Q: 3 clusters Score -3.692396e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144173 members 
Mstep: Class 2 contains 142259 members 
Entering Unmasked Estep 
Score: -36924144.000000 Penalty: 6232.367188
	Iteration 25Q: 3 clusters Score -3.692414e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145328 members 
Mstep: Class 2 contains 141104 members 
Entering Unmasked Estep 
Score: -36924216.000000 Penalty: 6232.367188
	Iteration 26Q: 3 clusters Score -3.692422e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146582 members 
Mstep: Class 2 contains 139850 members 
Entering Unmasked Estep 
Score: -36924332.000000 Penalty: 6232.367188
	Iteration 27Q: 3 clusters Score -3.692433e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147961 members 
Mstep: Class 2 contains 138471 members 
Entering Unmasked Estep 
Score: -36924364.000000 Penalty: 6232.367188
	Iteration 28Q: 3 clusters Score -3.692436e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149472 members 
Mstep: Class 2 contains 136960 members 
Entering Unmasked Estep 
Score: -36924332.000000 Penalty: 6232.367188
	Iteration 29Q: 3 clusters Score -3.692433e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151166 members 
Mstep: Class 2 contains 135266 members 
Entering Unmasked Estep 
Score: -36924456.000000 Penalty: 6232.367188
	Iteration 30Q: 3 clusters Score -3.692446e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153013 members 
Mstep: Class 2 contains 133419 members 
Entering Unmasked Estep 
Score: -36924484.000000 Penalty: 6232.367188
	Iteration 31Q: 3 clusters Score -3.692448e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154972 members 
Mstep: Class 2 contains 131460 members 
Entering Unmasked Estep 
Score: -36924632.000000 Penalty: 6232.367188
	Iteration 32Q: 3 clusters Score -3.692463e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157123 members 
Mstep: Class 2 contains 129309 members 
Entering Unmasked Estep 
Score: -36924732.000000 Penalty: 6232.367188
	Iteration 33Q: 3 clusters Score -3.692473e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 127030 members 
Entering Unmasked Estep 
Score: -36924728.000000 Penalty: 6232.367188
	Iteration 34Q: 3 clusters Score -3.692473e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161866 members 
Mstep: Class 2 contains 124566 members 
Entering Unmasked Estep 
Score: -36924972.000000 Penalty: 6232.367188
	Iteration 35Q: 3 clusters Score -3.692497e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164477 members 
Mstep: Class 2 contains 121955 members 
Entering Unmasked Estep 
Score: -36925068.000000 Penalty: 6232.367188
	Iteration 36Q: 3 clusters Score -3.692507e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167131 members 
Mstep: Class 2 contains 119301 members 
Entering Unmasked Estep 
Score: -36925100.000000 Penalty: 6232.367188
	Iteration 37Q: 3 clusters Score -3.69251e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169879 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
Score: -36925024.000000 Penalty: 6232.367188
	Iteration 38Q: 3 clusters Score -3.692502e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172704 members 
Mstep: Class 2 contains 113728 members 
Entering Unmasked Estep 
Score: -36925172.000000 Penalty: 6232.367188
	Iteration 39Q: 3 clusters Score -3.692517e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175452 members 
Mstep: Class 2 contains 110980 members 
Entering Unmasked Estep 
Score: -36925368.000000 Penalty: 6232.367188
	Iteration 40F: 3 clusters Score -3.692537e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178135 members 
Mstep: Class 2 contains 108297 members 
Entering Unmasked Estep 
Score: -36925488.000000 Penalty: 6232.367188
	Iteration 41Q: 3 clusters Score -3.692549e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180838 members 
Mstep: Class 2 contains 105594 members 
Entering Unmasked Estep 
Score: -36925464.000000 Penalty: 6232.367188
	Iteration 42Q: 3 clusters Score -3.692546e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183460 members 
Mstep: Class 2 contains 102972 members 
Entering Unmasked Estep 
Score: -36925696.000000 Penalty: 6232.367188
	Iteration 43Q: 3 clusters Score -3.69257e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186046 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -36925760.000000 Penalty: 6232.367188
	Iteration 44Q: 3 clusters Score -3.692576e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188609 members 
Mstep: Class 2 contains 97823 members 
Entering Unmasked Estep 
Score: -36925912.000000 Penalty: 6232.367188
	Iteration 45Q: 3 clusters Score -3.692591e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191105 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -36925996.000000 Penalty: 6232.367188
	Iteration 46Q: 3 clusters Score -3.6926e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193436 members 
Mstep: Class 2 contains 92996 members 
Entering Unmasked Estep 
Score: -36926052.000000 Penalty: 6232.367188
	Iteration 47Q: 3 clusters Score -3.692605e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195724 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -36925948.000000 Penalty: 6232.367188
	Iteration 48Q: 3 clusters Score -3.692595e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197877 members 
Mstep: Class 2 contains 88555 members 
Entering Unmasked Estep 
Score: -36926264.000000 Penalty: 6232.367188
	Iteration 49Q: 3 clusters Score -3.692626e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200088 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -36926424.000000 Penalty: 6232.367188
	Iteration 50Q: 3 clusters Score -3.692642e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202241 members 
Mstep: Class 2 contains 84191 members 
Entering Unmasked Estep 
Score: -36926556.000000 Penalty: 6232.367188
	Iteration 51Q: 3 clusters Score -3.692656e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204350 members 
Mstep: Class 2 contains 82082 members 
Entering Unmasked Estep 
Score: -36926740.000000 Penalty: 6232.367188
	Iteration 52Q: 3 clusters Score -3.692674e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206387 members 
Mstep: Class 2 contains 80045 members 
Entering Unmasked Estep 
Score: -36926852.000000 Penalty: 6232.367188
	Iteration 53Q: 3 clusters Score -3.692685e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208385 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -36927184.000000 Penalty: 6232.367188
	Iteration 54Q: 3 clusters Score -3.692718e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210501 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -36927488.000000 Penalty: 6232.367188
	Iteration 55Q: 3 clusters Score -3.692749e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212611 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -36927720.000000 Penalty: 6232.367188
	Iteration 56Q: 3 clusters Score -3.692772e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214827 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -36928064.000000 Penalty: 6232.367188
	Iteration 57Q: 3 clusters Score -3.692806e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217110 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -36928528.000000 Penalty: 6232.367188
	Iteration 58Q: 3 clusters Score -3.692853e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219463 members 
Mstep: Class 2 contains 66969 members 
Entering Unmasked Estep 
Score: -36929088.000000 Penalty: 6232.367188
	Iteration 59Q: 3 clusters Score -3.692909e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221945 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -36929500.000000 Penalty: 6232.367188
	Iteration 60F: 3 clusters Score -3.69295e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224603 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -36930140.000000 Penalty: 6232.367188
	Iteration 61Q: 3 clusters Score -3.693014e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227300 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -36930824.000000 Penalty: 6232.367188
	Iteration 62Q: 3 clusters Score -3.693082e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230035 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -36931240.000000 Penalty: 6232.367188
	Iteration 63Q: 3 clusters Score -3.693124e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232860 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -36931952.000000 Penalty: 6232.367188
	Iteration 64Q: 3 clusters Score -3.693195e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235714 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -36932636.000000 Penalty: 6232.367188
	Iteration 65Q: 3 clusters Score -3.693264e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238641 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -36933436.000000 Penalty: 6232.367188
	Iteration 66Q: 3 clusters Score -3.693344e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241650 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -36934176.000000 Penalty: 6232.367188
	Iteration 67Q: 3 clusters Score -3.693418e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244672 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -36935224.000000 Penalty: 6232.367188
	Iteration 68Q: 3 clusters Score -3.693522e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247747 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -36936056.000000 Penalty: 6232.367188
	Iteration 69Q: 3 clusters Score -3.693606e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250907 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -36936792.000000 Penalty: 6232.367188
	Iteration 70Q: 3 clusters Score -3.693679e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253992 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -36937532.000000 Penalty: 6232.367188
	Iteration 71Q: 3 clusters Score -3.693753e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256959 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -36938716.000000 Penalty: 6232.367188
	Iteration 72Q: 3 clusters Score -3.693872e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259883 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -36939688.000000 Penalty: 6232.367188
	Iteration 73Q: 3 clusters Score -3.693969e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262851 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -36940724.000000 Penalty: 6232.367188
	Iteration 74Q: 3 clusters Score -3.694072e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265733 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -36942044.000000 Penalty: 6232.367188
	Iteration 75Q: 3 clusters Score -3.694204e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268420 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -36943064.000000 Penalty: 6232.367188
	Iteration 76Q: 3 clusters Score -3.694306e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270911 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -36943972.000000 Penalty: 6232.367188
	Iteration 77Q: 3 clusters Score -3.694397e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273224 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -36945080.000000 Penalty: 6232.367188
	Iteration 78Q: 3 clusters Score -3.694508e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275291 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -36945948.000000 Penalty: 6232.367188
	Iteration 79Q: 3 clusters Score -3.694595e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277118 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -36946892.000000 Penalty: 6232.367188
	Iteration 80F: 3 clusters Score -3.694689e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278605 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -36947604.000000 Penalty: 6232.367188
	Iteration 81Q: 3 clusters Score -3.69476e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279735 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -36948180.000000 Penalty: 6232.367188
	Iteration 82Q: 3 clusters Score -3.694818e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280606 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -36948740.000000 Penalty: 6232.367188
	Iteration 83Q: 3 clusters Score -3.694874e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281277 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -36949148.000000 Penalty: 6232.367188
	Iteration 84Q: 3 clusters Score -3.694915e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281787 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -36949588.000000 Penalty: 6232.367188
	Iteration 85Q: 3 clusters Score -3.694959e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282169 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -36949860.000000 Penalty: 6232.367188
	Iteration 86Q: 3 clusters Score -3.694986e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282468 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -36949884.000000 Penalty: 6232.367188
	Iteration 87Q: 3 clusters Score -3.694988e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282711 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -36949972.000000 Penalty: 6232.367188
	Iteration 88Q: 3 clusters Score -3.694997e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282890 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -36950056.000000 Penalty: 6232.367188
	Iteration 89Q: 3 clusters Score -3.695006e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283034 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -36950124.000000 Penalty: 6232.367188
	Iteration 90Q: 3 clusters Score -3.695012e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283127 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -36950252.000000 Penalty: 6232.367188
	Iteration 91Q: 3 clusters Score -3.695025e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283218 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -36950256.000000 Penalty: 6232.367188
	Iteration 92Q: 3 clusters Score -3.695026e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283281 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -36950316.000000 Penalty: 6232.367188
	Iteration 93Q: 3 clusters Score -3.695032e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283319 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -36950320.000000 Penalty: 6232.367188
	Iteration 94Q: 3 clusters Score -3.695032e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283366 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -36950292.000000 Penalty: 6232.367188
	Iteration 95Q: 3 clusters Score -3.695029e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283403 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -36950348.000000 Penalty: 6232.367188
	Iteration 96Q: 3 clusters Score -3.695035e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283436 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -36950404.000000 Penalty: 6232.367188
	Iteration 97Q: 3 clusters Score -3.69504e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283474 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -36950460.000000 Penalty: 6232.367188
	Iteration 98Q: 3 clusters Score -3.695046e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283494 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -36950460.000000 Penalty: 6232.367188
	Iteration 99Q: 3 clusters Score -3.695046e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283518 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -36950452.000000 Penalty: 6232.367188
	Iteration 100F: 3 clusters Score -3.695045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283538 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -36950464.000000 Penalty: 6232.367188
	Iteration 101Q: 3 clusters Score -3.695046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283557 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -36950472.000000 Penalty: 6232.367188
	Iteration 102Q: 3 clusters Score -3.695047e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283575 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -36950444.000000 Penalty: 6232.367188
	Iteration 103Q: 3 clusters Score -3.695044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283591 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -36950460.000000 Penalty: 6232.367188
	Iteration 104Q: 3 clusters Score -3.695046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283598 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -36950488.000000 Penalty: 6232.367188
	Iteration 105Q: 3 clusters Score -3.695049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283605 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -36950480.000000 Penalty: 6232.367188
	Iteration 106Q: 3 clusters Score -3.695048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283614 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -36950516.000000 Penalty: 6232.367188
	Iteration 107Q: 3 clusters Score -3.695052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283616 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -36950508.000000 Penalty: 6232.367188
	Iteration 108Q: 3 clusters Score -3.695051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283616 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -36950500.000000 Penalty: 6232.367188
	Iteration 109Q: 3 clusters Score -3.69505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283615 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -36950516.000000 Penalty: 6232.367188
	Iteration 110Q: 3 clusters Score -3.695052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283617 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -36950520.000000 Penalty: 6232.367188
	Iteration 111Q: 3 clusters Score -3.695052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283618 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -36950524.000000 Penalty: 6232.367188
	Iteration 112Q: 3 clusters Score -3.695052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283625 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -36950552.000000 Penalty: 6232.367188
	Iteration 113Q: 3 clusters Score -3.695055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283631 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -36950576.000000 Penalty: 6232.367188
	Iteration 114Q: 3 clusters Score -3.695058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283633 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -36950568.000000 Penalty: 6232.367188
	Iteration 115Q: 3 clusters Score -3.695057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283635 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -36950548.000000 Penalty: 6232.367188
	Iteration 116Q: 3 clusters Score -3.695055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283633 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -36950572.000000 Penalty: 6232.367188
	Iteration 117Q: 3 clusters Score -3.695057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283631 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -36950572.000000 Penalty: 6232.367188
	Iteration 118Q: 3 clusters Score -3.695057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283637 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -36950556.000000 Penalty: 6232.367188
	Iteration 119Q: 3 clusters Score -3.695056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283639 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -36950592.000000 Penalty: 6232.367188
	Iteration 120F: 3 clusters Score -3.695059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283646 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -36950556.000000 Penalty: 6232.367188
	Iteration 121Q: 3 clusters Score -3.695056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283648 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -36950564.000000 Penalty: 6232.367188
	Iteration 122Q: 3 clusters Score -3.695056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283650 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -36950552.000000 Penalty: 6232.367188
	Iteration 123Q: 3 clusters Score -3.695055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283651 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -36950572.000000 Penalty: 6232.367188
	Iteration 124Q: 3 clusters Score -3.695057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283651 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -36950572.000000 Penalty: 6232.367188
	Iteration 125F: 3 clusters Score -3.695057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Entering Unmasked Estep 
Score: -1512854.750000 Penalty: 2340.513672
	Iteration 0F: 2 clusters Score -1512855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1503440.500000 Penalty: 4681.027344
	Iteration 0F: 3 clusters Score -1503440 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1506403.000000 Penalty: 4681.027344
	Iteration 1F: 3 clusters Score -1506403 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1506732.250000 Penalty: 4681.027344
	Iteration 2F: 3 clusters Score -1506732 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1507023.250000 Penalty: 4681.027344
	Iteration 3F: 3 clusters Score -1507023 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1507325.750000 Penalty: 4681.027344
	Iteration 4Q: 3 clusters Score -1507326 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1507599.625000 Penalty: 4681.027344
	Iteration 5Q: 3 clusters Score -1507600 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1507839.250000 Penalty: 4681.027344
	Iteration 6Q: 3 clusters Score -1507839 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1508098.375000 Penalty: 4681.027344
	Iteration 7Q: 3 clusters Score -1508098 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1508348.500000 Penalty: 4681.027344
	Iteration 8Q: 3 clusters Score -1508348 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1508581.875000 Penalty: 4681.027344
	Iteration 9Q: 3 clusters Score -1508582 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1508817.625000 Penalty: 4681.027344
	Iteration 10Q: 3 clusters Score -1508818 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1509072.750000 Penalty: 4681.027344
	Iteration 11Q: 3 clusters Score -1509073 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1509288.500000 Penalty: 4681.027344
	Iteration 12Q: 3 clusters Score -1509288 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1509494.875000 Penalty: 4681.027344
	Iteration 13Q: 3 clusters Score -1509495 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1509687.500000 Penalty: 4681.027344
	Iteration 14Q: 3 clusters Score -1509688 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1509870.375000 Penalty: 4681.027344
	Iteration 15Q: 3 clusters Score -1509870 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1510031.500000 Penalty: 4681.027344
	Iteration 16Q: 3 clusters Score -1510032 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1510176.500000 Penalty: 4681.027344
	Iteration 17Q: 3 clusters Score -1510176 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1510311.750000 Penalty: 4681.027344
	Iteration 18Q: 3 clusters Score -1510312 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1510433.250000 Penalty: 4681.027344
	Iteration 19Q: 3 clusters Score -1510433 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1510568.000000 Penalty: 4681.027344
	Iteration 20F: 3 clusters Score -1510568 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1510729.750000 Penalty: 4681.027344
	Iteration 21Q: 3 clusters Score -1510730 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1510894.375000 Penalty: 4681.027344
	Iteration 22Q: 3 clusters Score -1510894 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1511046.625000 Penalty: 4681.027344
	Iteration 23Q: 3 clusters Score -1511047 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1511161.000000 Penalty: 4681.027344
	Iteration 24Q: 3 clusters Score -1511161 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1511253.500000 Penalty: 4681.027344
	Iteration 25Q: 3 clusters Score -1511254 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1511353.125000 Penalty: 4681.027344
	Iteration 26Q: 3 clusters Score -1511353 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1511424.750000 Penalty: 4681.027344
	Iteration 27Q: 3 clusters Score -1511425 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1511477.625000 Penalty: 4681.027344
	Iteration 28Q: 3 clusters Score -1511478 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1511519.500000 Penalty: 4681.027344
	Iteration 29Q: 3 clusters Score -1511520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1511547.875000 Penalty: 4681.027344
	Iteration 30Q: 3 clusters Score -1511548 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1511571.000000 Penalty: 4681.027344
	Iteration 31Q: 3 clusters Score -1511571 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1511590.750000 Penalty: 4681.027344
	Iteration 32Q: 3 clusters Score -1511591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1511606.750000 Penalty: 4681.027344
	Iteration 33Q: 3 clusters Score -1511607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1511624.625000 Penalty: 4681.027344
	Iteration 34Q: 3 clusters Score -1511625 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1511638.125000 Penalty: 4681.027344
	Iteration 35Q: 3 clusters Score -1511638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1511648.125000 Penalty: 4681.027344
	Iteration 36Q: 3 clusters Score -1511648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1511655.375000 Penalty: 4681.027344
	Iteration 37Q: 3 clusters Score -1511655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1511664.250000 Penalty: 4681.027344
	Iteration 38Q: 3 clusters Score -1511664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1511667.000000 Penalty: 4681.027344
	Iteration 39Q: 3 clusters Score -1511667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1511668.750000 Penalty: 4681.027344
	Iteration 40F: 3 clusters Score -1511669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1511675.500000 Penalty: 4681.027344
	Iteration 41Q: 3 clusters Score -1511676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1511681.750000 Penalty: 4681.027344
	Iteration 42Q: 3 clusters Score -1511682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1511685.250000 Penalty: 4681.027344
	Iteration 43Q: 3 clusters Score -1511685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1511691.875000 Penalty: 4681.027344
	Iteration 44Q: 3 clusters Score -1511692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1511699.375000 Penalty: 4681.027344
	Iteration 45Q: 3 clusters Score -1511699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1511698.500000 Penalty: 4681.027344
	Iteration 46Q: 3 clusters Score -1511698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1511703.375000 Penalty: 4681.027344
	Iteration 47Q: 3 clusters Score -1511703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1511704.750000 Penalty: 4681.027344
	Iteration 48Q: 3 clusters Score -1511705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1511703.375000 Penalty: 4681.027344
	Iteration 49Q: 3 clusters Score -1511703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1511703.500000 Penalty: 4681.027344
	Iteration 50Q: 3 clusters Score -1511704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1511708.375000 Penalty: 4681.027344
	Iteration 51Q: 3 clusters Score -1511708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1511708.500000 Penalty: 4681.027344
	Iteration 52Q: 3 clusters Score -1511708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1511708.000000 Penalty: 4681.027344
	Iteration 53Q: 3 clusters Score -1511708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1511708.000000 Penalty: 4681.027344
	Iteration 54F: 3 clusters Score -1511708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Entering Unmasked Estep 
Score: -1176278.875000 Penalty: 2278.546143
	Iteration 0F: 2 clusters Score -1176279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1168756.000000 Penalty: 4557.092285
	Iteration 0F: 3 clusters Score -1168756 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1170992.500000 Penalty: 4557.092285
	Iteration 1F: 3 clusters Score -1170992 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1171512.875000 Penalty: 4557.092285
	Iteration 2F: 3 clusters Score -1171513 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1172079.125000 Penalty: 4557.092285
	Iteration 3F: 3 clusters Score -1172079 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1172714.375000 Penalty: 4557.092285
	Iteration 4F: 3 clusters Score -1172714 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1173553.125000 Penalty: 4557.092285
	Iteration 5F: 3 clusters Score -1173553 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1174337.375000 Penalty: 4557.092285
	Iteration 6F: 3 clusters Score -1174337 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1174927.000000 Penalty: 4557.092285
	Iteration 7F: 3 clusters Score -1174927 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1175303.375000 Penalty: 4557.092285
	Iteration 8Q: 3 clusters Score -1175303 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1175507.500000 Penalty: 4557.092285
	Iteration 9Q: 3 clusters Score -1175508 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1175605.125000 Penalty: 4557.092285
	Iteration 10Q: 3 clusters Score -1175605 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1175659.750000 Penalty: 4557.092285
	Iteration 11Q: 3 clusters Score -1175660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1175686.750000 Penalty: 4557.092285
	Iteration 12Q: 3 clusters Score -1175687 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1175709.125000 Penalty: 4557.092285
	Iteration 13Q: 3 clusters Score -1175709 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1175729.500000 Penalty: 4557.092285
	Iteration 14Q: 3 clusters Score -1175730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1175743.125000 Penalty: 4557.092285
	Iteration 15Q: 3 clusters Score -1175743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1175750.875000 Penalty: 4557.092285
	Iteration 16Q: 3 clusters Score -1175751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1175755.625000 Penalty: 4557.092285
	Iteration 17Q: 3 clusters Score -1175756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1175760.375000 Penalty: 4557.092285
	Iteration 18Q: 3 clusters Score -1175760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1175761.500000 Penalty: 4557.092285
	Iteration 19Q: 3 clusters Score -1175762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1175765.375000 Penalty: 4557.092285
	Iteration 20F: 3 clusters Score -1175765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1175768.250000 Penalty: 4557.092285
	Iteration 21Q: 3 clusters Score -1175768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1175774.750000 Penalty: 4557.092285
	Iteration 22Q: 3 clusters Score -1175775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1175774.875000 Penalty: 4557.092285
	Iteration 23Q: 3 clusters Score -1175775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1175776.000000 Penalty: 4557.092285
	Iteration 24Q: 3 clusters Score -1175776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1175779.750000 Penalty: 4557.092285
	Iteration 25Q: 3 clusters Score -1175780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1175784.250000 Penalty: 4557.092285
	Iteration 26Q: 3 clusters Score -1175784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1175785.750000 Penalty: 4557.092285
	Iteration 27Q: 3 clusters Score -1175786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1175787.375000 Penalty: 4557.092285
	Iteration 28Q: 3 clusters Score -1175787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1175787.625000 Penalty: 4557.092285
	Iteration 29Q: 3 clusters Score -1175788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1175793.125000 Penalty: 4557.092285
	Iteration 30Q: 3 clusters Score -1175793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1175794.125000 Penalty: 4557.092285
	Iteration 31Q: 3 clusters Score -1175794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1175796.000000 Penalty: 4557.092285
	Iteration 32Q: 3 clusters Score -1175796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1175796.250000 Penalty: 4557.092285
	Iteration 33Q: 3 clusters Score -1175796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1175797.375000 Penalty: 4557.092285
	Iteration 34Q: 3 clusters Score -1175797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1175794.625000 Penalty: 4557.092285
	Iteration 35Q: 3 clusters Score -1175795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1175797.250000 Penalty: 4557.092285
	Iteration 36Q: 3 clusters Score -1175797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1175798.125000 Penalty: 4557.092285
	Iteration 37Q: 3 clusters Score -1175798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1175798.125000 Penalty: 4557.092285
	Iteration 38F: 3 clusters Score -1175798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -469746.312500 Penalty: 2074.686768
	Iteration 0F: 2 clusters Score -469746.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -465674.500000 Penalty: 4149.373535
	Iteration 0F: 3 clusters Score -465674.5 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -466665.750000 Penalty: 4149.373535
	Iteration 1F: 3 clusters Score -466665.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -467001.812500 Penalty: 4149.373535
	Iteration 2F: 3 clusters Score -467001.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -467261.312500 Penalty: 4149.373535
	Iteration 3F: 3 clusters Score -467261.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -467450.375000 Penalty: 4149.373535
	Iteration 4F: 3 clusters Score -467450.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -467628.750000 Penalty: 4149.373535
	Iteration 5Q: 3 clusters Score -467628.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -467734.281250 Penalty: 4149.373535
	Iteration 6Q: 3 clusters Score -467734.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -467813.812500 Penalty: 4149.373535
	Iteration 7Q: 3 clusters Score -467813.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -467895.250000 Penalty: 4149.373535
	Iteration 8Q: 3 clusters Score -467895.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -467971.968750 Penalty: 4149.373535
	Iteration 9Q: 3 clusters Score -467972 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -468020.906250 Penalty: 4149.373535
	Iteration 10Q: 3 clusters Score -468020.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -468048.125000 Penalty: 4149.373535
	Iteration 11Q: 3 clusters Score -468048.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -468072.656250 Penalty: 4149.373535
	Iteration 12Q: 3 clusters Score -468072.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -468096.750000 Penalty: 4149.373535
	Iteration 13Q: 3 clusters Score -468096.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -468120.125000 Penalty: 4149.373535
	Iteration 14Q: 3 clusters Score -468120.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -468136.187500 Penalty: 4149.373535
	Iteration 15Q: 3 clusters Score -468136.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -468150.593750 Penalty: 4149.373535
	Iteration 16Q: 3 clusters Score -468150.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -468167.750000 Penalty: 4149.373535
	Iteration 17Q: 3 clusters Score -468167.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -468187.937500 Penalty: 4149.373535
	Iteration 18Q: 3 clusters Score -468187.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -468207.625000 Penalty: 4149.373535
	Iteration 19Q: 3 clusters Score -468207.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -468231.062500 Penalty: 4149.373535
	Iteration 20F: 3 clusters Score -468231.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -468244.156250 Penalty: 4149.373535
	Iteration 21Q: 3 clusters Score -468244.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -468259.843750 Penalty: 4149.373535
	Iteration 22Q: 3 clusters Score -468259.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -468276.812500 Penalty: 4149.373535
	Iteration 23Q: 3 clusters Score -468276.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -468299.562500 Penalty: 4149.373535
	Iteration 24Q: 3 clusters Score -468299.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -468325.437500 Penalty: 4149.373535
	Iteration 25Q: 3 clusters Score -468325.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -468347.218750 Penalty: 4149.373535
	Iteration 26Q: 3 clusters Score -468347.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -468364.000000 Penalty: 4149.373535
	Iteration 27Q: 3 clusters Score -468364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -468379.218750 Penalty: 4149.373535
	Iteration 28Q: 3 clusters Score -468379.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -468395.812500 Penalty: 4149.373535
	Iteration 29Q: 3 clusters Score -468395.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -468405.156250 Penalty: 4149.373535
	Iteration 30Q: 3 clusters Score -468405.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -468419.156250 Penalty: 4149.373535
	Iteration 31Q: 3 clusters Score -468419.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -468436.562500 Penalty: 4149.373535
	Iteration 32Q: 3 clusters Score -468436.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -468450.562500 Penalty: 4149.373535
	Iteration 33Q: 3 clusters Score -468450.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -468461.375000 Penalty: 4149.373535
	Iteration 34Q: 3 clusters Score -468461.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -468470.812500 Penalty: 4149.373535
	Iteration 35Q: 3 clusters Score -468470.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -468482.812500 Penalty: 4149.373535
	Iteration 36Q: 3 clusters Score -468482.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -468495.500000 Penalty: 4149.373535
	Iteration 37Q: 3 clusters Score -468495.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -468512.156250 Penalty: 4149.373535
	Iteration 38Q: 3 clusters Score -468512.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -468522.968750 Penalty: 4149.373535
	Iteration 39Q: 3 clusters Score -468523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -468530.000000 Penalty: 4149.373535
	Iteration 40F: 3 clusters Score -468530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -468533.625000 Penalty: 4149.373535
	Iteration 41Q: 3 clusters Score -468533.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -468539.531250 Penalty: 4149.373535
	Iteration 42Q: 3 clusters Score -468539.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -468549.625000 Penalty: 4149.373535
	Iteration 43Q: 3 clusters Score -468549.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -468553.781250 Penalty: 4149.373535
	Iteration 44Q: 3 clusters Score -468553.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -468561.687500 Penalty: 4149.373535
	Iteration 45Q: 3 clusters Score -468561.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -468571.687500 Penalty: 4149.373535
	Iteration 46Q: 3 clusters Score -468571.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -468580.062500 Penalty: 4149.373535
	Iteration 47Q: 3 clusters Score -468580.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -468585.406250 Penalty: 4149.373535
	Iteration 48Q: 3 clusters Score -468585.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -468591.468750 Penalty: 4149.373535
	Iteration 49Q: 3 clusters Score -468591.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -468597.062500 Penalty: 4149.373535
	Iteration 50Q: 3 clusters Score -468597.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -468601.718750 Penalty: 4149.373535
	Iteration 51Q: 3 clusters Score -468601.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -468609.437500 Penalty: 4149.373535
	Iteration 52Q: 3 clusters Score -468609.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -468616.250000 Penalty: 4149.373535
	Iteration 53Q: 3 clusters Score -468616.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -468618.812500 Penalty: 4149.373535
	Iteration 54Q: 3 clusters Score -468618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -468621.906250 Penalty: 4149.373535
	Iteration 55Q: 3 clusters Score -468621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -468624.812500 Penalty: 4149.373535
	Iteration 56Q: 3 clusters Score -468624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -468629.750000 Penalty: 4149.373535
	Iteration 57Q: 3 clusters Score -468629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -468635.093750 Penalty: 4149.373535
	Iteration 58Q: 3 clusters Score -468635.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -468643.125000 Penalty: 4149.373535
	Iteration 59Q: 3 clusters Score -468643.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -468646.312500 Penalty: 4149.373535
	Iteration 60F: 3 clusters Score -468646.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -468649.875000 Penalty: 4149.373535
	Iteration 61Q: 3 clusters Score -468649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -468651.218750 Penalty: 4149.373535
	Iteration 62Q: 3 clusters Score -468651.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -468654.031250 Penalty: 4149.373535
	Iteration 63Q: 3 clusters Score -468654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -468656.343750 Penalty: 4149.373535
	Iteration 64Q: 3 clusters Score -468656.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -468658.531250 Penalty: 4149.373535
	Iteration 65Q: 3 clusters Score -468658.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -468659.843750 Penalty: 4149.373535
	Iteration 66Q: 3 clusters Score -468659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -468661.781250 Penalty: 4149.373535
	Iteration 67Q: 3 clusters Score -468661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -468663.187500 Penalty: 4149.373535
	Iteration 68Q: 3 clusters Score -468663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -468663.187500 Penalty: 4149.373535
	Iteration 69F: 3 clusters Score -468663.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Entering Unmasked Estep 
Score: -2509665.000000 Penalty: 2449.506104
	Iteration 0F: 2 clusters Score -2509665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2495853.750000 Penalty: 4899.012207
	Iteration 0F: 3 clusters Score -2495854 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2500410.250000 Penalty: 4899.012207
	Iteration 1F: 3 clusters Score -2500410 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2500742.000000 Penalty: 4899.012207
	Iteration 2F: 3 clusters Score -2500742 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2501017.000000 Penalty: 4899.012207
	Iteration 3Q: 3 clusters Score -2501017 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2501252.500000 Penalty: 4899.012207
	Iteration 4Q: 3 clusters Score -2501252 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2501471.750000 Penalty: 4899.012207
	Iteration 5Q: 3 clusters Score -2501472 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2501734.750000 Penalty: 4899.012207
	Iteration 6Q: 3 clusters Score -2501735 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2502067.750000 Penalty: 4899.012207
	Iteration 7Q: 3 clusters Score -2502068 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2502493.000000 Penalty: 4899.012207
	Iteration 8Q: 3 clusters Score -2502493 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2503082.500000 Penalty: 4899.012207
	Iteration 9F: 3 clusters Score -2503082 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2503727.250000 Penalty: 4899.012207
	Iteration 10F: 3 clusters Score -2503727 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2504366.250000 Penalty: 4899.012207
	Iteration 11F: 3 clusters Score -2504366 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2504969.000000 Penalty: 4899.012207
	Iteration 12F: 3 clusters Score -2504969 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2505584.500000 Penalty: 4899.012207
	Iteration 13Q: 3 clusters Score -2505584 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2506258.750000 Penalty: 4899.012207
	Iteration 14Q: 3 clusters Score -2506259 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2506919.750000 Penalty: 4899.012207
	Iteration 15Q: 3 clusters Score -2506920 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2507382.750000 Penalty: 4899.012207
	Iteration 16Q: 3 clusters Score -2507383 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2507613.250000 Penalty: 4899.012207
	Iteration 17Q: 3 clusters Score -2507613 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2507703.500000 Penalty: 4899.012207
	Iteration 18Q: 3 clusters Score -2507704 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2507739.250000 Penalty: 4899.012207
	Iteration 19Q: 3 clusters Score -2507739 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2507768.500000 Penalty: 4899.012207
	Iteration 20F: 3 clusters Score -2507768 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2507775.500000 Penalty: 4899.012207
	Iteration 21Q: 3 clusters Score -2507776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2507781.000000 Penalty: 4899.012207
	Iteration 22Q: 3 clusters Score -2507781 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2507798.250000 Penalty: 4899.012207
	Iteration 23Q: 3 clusters Score -2507798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2507805.750000 Penalty: 4899.012207
	Iteration 24Q: 3 clusters Score -2507806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2507812.500000 Penalty: 4899.012207
	Iteration 25Q: 3 clusters Score -2507812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2507822.750000 Penalty: 4899.012207
	Iteration 26Q: 3 clusters Score -2507823 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2507833.000000 Penalty: 4899.012207
	Iteration 27Q: 3 clusters Score -2507833 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2507845.750000 Penalty: 4899.012207
	Iteration 28Q: 3 clusters Score -2507846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2507870.000000 Penalty: 4899.012207
	Iteration 29Q: 3 clusters Score -2507870 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2507887.750000 Penalty: 4899.012207
	Iteration 30Q: 3 clusters Score -2507888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2507911.500000 Penalty: 4899.012207
	Iteration 31Q: 3 clusters Score -2507912 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2507927.750000 Penalty: 4899.012207
	Iteration 32Q: 3 clusters Score -2507928 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2507950.500000 Penalty: 4899.012207
	Iteration 33Q: 3 clusters Score -2507950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2507974.250000 Penalty: 4899.012207
	Iteration 34Q: 3 clusters Score -2507974 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2508003.250000 Penalty: 4899.012207
	Iteration 35Q: 3 clusters Score -2508003 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2508049.000000 Penalty: 4899.012207
	Iteration 36Q: 3 clusters Score -2508049 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2508081.500000 Penalty: 4899.012207
	Iteration 37Q: 3 clusters Score -2508082 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2508127.250000 Penalty: 4899.012207
	Iteration 38Q: 3 clusters Score -2508127 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2508179.000000 Penalty: 4899.012207
	Iteration 39Q: 3 clusters Score -2508179 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2508227.250000 Penalty: 4899.012207
	Iteration 40F: 3 clusters Score -2508227 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2508282.500000 Penalty: 4899.012207
	Iteration 41Q: 3 clusters Score -2508282 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2508341.500000 Penalty: 4899.012207
	Iteration 42Q: 3 clusters Score -2508342 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2508389.500000 Penalty: 4899.012207
	Iteration 43Q: 3 clusters Score -2508390 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2508422.500000 Penalty: 4899.012207
	Iteration 44Q: 3 clusters Score -2508422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2508454.000000 Penalty: 4899.012207
	Iteration 45Q: 3 clusters Score -2508454 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2508495.250000 Penalty: 4899.012207
	Iteration 46Q: 3 clusters Score -2508495 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2508514.500000 Penalty: 4899.012207
	Iteration 47Q: 3 clusters Score -2508514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2508526.500000 Penalty: 4899.012207
	Iteration 48Q: 3 clusters Score -2508526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2508548.000000 Penalty: 4899.012207
	Iteration 49Q: 3 clusters Score -2508548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2508547.250000 Penalty: 4899.012207
	Iteration 50Q: 3 clusters Score -2508547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2508557.000000 Penalty: 4899.012207
	Iteration 51Q: 3 clusters Score -2508557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2508556.500000 Penalty: 4899.012207
	Iteration 52Q: 3 clusters Score -2508556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2508561.750000 Penalty: 4899.012207
	Iteration 53Q: 3 clusters Score -2508562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2508570.000000 Penalty: 4899.012207
	Iteration 54Q: 3 clusters Score -2508570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2508575.000000 Penalty: 4899.012207
	Iteration 55Q: 3 clusters Score -2508575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2508565.000000 Penalty: 4899.012207
	Iteration 56Q: 3 clusters Score -2508565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2508577.750000 Penalty: 4899.012207
	Iteration 57Q: 3 clusters Score -2508578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2508574.000000 Penalty: 4899.012207
	Iteration 58Q: 3 clusters Score -2508574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2508575.250000 Penalty: 4899.012207
	Iteration 59Q: 3 clusters Score -2508575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2508577.250000 Penalty: 4899.012207
	Iteration 60F: 3 clusters Score -2508577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2508579.500000 Penalty: 4899.012207
	Iteration 61Q: 3 clusters Score -2508580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2508585.000000 Penalty: 4899.012207
	Iteration 62Q: 3 clusters Score -2508585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2508585.000000 Penalty: 4899.012207
	Iteration 63F: 3 clusters Score -2508585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Entering Unmasked Estep 
Score: -941548.187500 Penalty: 2223.782959
	Iteration 0F: 2 clusters Score -941548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -935222.812500 Penalty: 4447.565918
	Iteration 0F: 3 clusters Score -935222.8 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -936918.562500 Penalty: 4447.565918
	Iteration 1F: 3 clusters Score -936918.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -937186.812500 Penalty: 4447.565918
	Iteration 2F: 3 clusters Score -937186.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -937448.875000 Penalty: 4447.565918
	Iteration 3F: 3 clusters Score -937448.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -937729.250000 Penalty: 4447.565918
	Iteration 4F: 3 clusters Score -937729.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -938002.375000 Penalty: 4447.565918
	Iteration 5F: 3 clusters Score -938002.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -938314.125000 Penalty: 4447.565918
	Iteration 6F: 3 clusters Score -938314.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -938666.937500 Penalty: 4447.565918
	Iteration 7F: 3 clusters Score -938666.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -939082.125000 Penalty: 4447.565918
	Iteration 8F: 3 clusters Score -939082.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -939505.562500 Penalty: 4447.565918
	Iteration 9F: 3 clusters Score -939505.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -939855.875000 Penalty: 4447.565918
	Iteration 10F: 3 clusters Score -939855.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -940132.812500 Penalty: 4447.565918
	Iteration 11Q: 3 clusters Score -940132.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -940313.062500 Penalty: 4447.565918
	Iteration 12Q: 3 clusters Score -940313.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -940419.812500 Penalty: 4447.565918
	Iteration 13Q: 3 clusters Score -940419.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -940496.875000 Penalty: 4447.565918
	Iteration 14Q: 3 clusters Score -940496.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -940546.750000 Penalty: 4447.565918
	Iteration 15Q: 3 clusters Score -940546.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -940591.625000 Penalty: 4447.565918
	Iteration 16Q: 3 clusters Score -940591.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -940619.000000 Penalty: 4447.565918
	Iteration 17Q: 3 clusters Score -940619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -940634.625000 Penalty: 4447.565918
	Iteration 18Q: 3 clusters Score -940634.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -940647.625000 Penalty: 4447.565918
	Iteration 19Q: 3 clusters Score -940647.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -940657.000000 Penalty: 4447.565918
	Iteration 20F: 3 clusters Score -940657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -940668.000000 Penalty: 4447.565918
	Iteration 21Q: 3 clusters Score -940668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -940674.062500 Penalty: 4447.565918
	Iteration 22Q: 3 clusters Score -940674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -940676.875000 Penalty: 4447.565918
	Iteration 23Q: 3 clusters Score -940676.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -940678.250000 Penalty: 4447.565918
	Iteration 24Q: 3 clusters Score -940678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -940679.875000 Penalty: 4447.565918
	Iteration 25Q: 3 clusters Score -940679.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -940682.062500 Penalty: 4447.565918
	Iteration 26Q: 3 clusters Score -940682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -940684.875000 Penalty: 4447.565918
	Iteration 27Q: 3 clusters Score -940684.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -940687.625000 Penalty: 4447.565918
	Iteration 28Q: 3 clusters Score -940687.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -940689.687500 Penalty: 4447.565918
	Iteration 29Q: 3 clusters Score -940689.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -940692.625000 Penalty: 4447.565918
	Iteration 30Q: 3 clusters Score -940692.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -940699.625000 Penalty: 4447.565918
	Iteration 31Q: 3 clusters Score -940699.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -940704.375000 Penalty: 4447.565918
	Iteration 32Q: 3 clusters Score -940704.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -940710.125000 Penalty: 4447.565918
	Iteration 33Q: 3 clusters Score -940710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -940713.187500 Penalty: 4447.565918
	Iteration 34Q: 3 clusters Score -940713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -940716.125000 Penalty: 4447.565918
	Iteration 35Q: 3 clusters Score -940716.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -940717.375000 Penalty: 4447.565918
	Iteration 36Q: 3 clusters Score -940717.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -940718.812500 Penalty: 4447.565918
	Iteration 37Q: 3 clusters Score -940718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -940721.375000 Penalty: 4447.565918
	Iteration 38Q: 3 clusters Score -940721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -940721.250000 Penalty: 4447.565918
	Iteration 39Q: 3 clusters Score -940721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -940722.687500 Penalty: 4447.565918
	Iteration 40F: 3 clusters Score -940722.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -940723.437500 Penalty: 4447.565918
	Iteration 41Q: 3 clusters Score -940723.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -940725.875000 Penalty: 4447.565918
	Iteration 42Q: 3 clusters Score -940725.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -940724.500000 Penalty: 4447.565918
	Iteration 43Q: 3 clusters Score -940724.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -940724.500000 Penalty: 4447.565918
	Iteration 44F: 3 clusters Score -940724.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Entering Unmasked Estep 
Score: -554496.187500 Penalty: 2104.249512
	Iteration 0F: 2 clusters Score -554496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -549991.312500 Penalty: 4208.499023
	Iteration 0F: 3 clusters Score -549991.3 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -551189.937500 Penalty: 4208.499023
	Iteration 1F: 3 clusters Score -551189.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -551666.312500 Penalty: 4208.499023
	Iteration 2F: 3 clusters Score -551666.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -552084.000000 Penalty: 4208.499023
	Iteration 3F: 3 clusters Score -552084 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -552404.437500 Penalty: 4208.499023
	Iteration 4F: 3 clusters Score -552404.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -552637.562500 Penalty: 4208.499023
	Iteration 5F: 3 clusters Score -552637.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -552802.875000 Penalty: 4208.499023
	Iteration 6Q: 3 clusters Score -552802.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -552903.875000 Penalty: 4208.499023
	Iteration 7Q: 3 clusters Score -552903.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -552974.812500 Penalty: 4208.499023
	Iteration 8Q: 3 clusters Score -552974.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -553024.250000 Penalty: 4208.499023
	Iteration 9Q: 3 clusters Score -553024.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -553070.687500 Penalty: 4208.499023
	Iteration 10Q: 3 clusters Score -553070.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -553101.562500 Penalty: 4208.499023
	Iteration 11Q: 3 clusters Score -553101.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -553118.875000 Penalty: 4208.499023
	Iteration 12Q: 3 clusters Score -553118.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -553131.875000 Penalty: 4208.499023
	Iteration 13Q: 3 clusters Score -553131.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -553140.187500 Penalty: 4208.499023
	Iteration 14Q: 3 clusters Score -553140.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -553148.500000 Penalty: 4208.499023
	Iteration 15Q: 3 clusters Score -553148.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -553156.125000 Penalty: 4208.499023
	Iteration 16Q: 3 clusters Score -553156.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -553162.000000 Penalty: 4208.499023
	Iteration 17Q: 3 clusters Score -553162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -553166.875000 Penalty: 4208.499023
	Iteration 18Q: 3 clusters Score -553166.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -553172.937500 Penalty: 4208.499023
	Iteration 19Q: 3 clusters Score -553172.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -553175.312500 Penalty: 4208.499023
	Iteration 20F: 3 clusters Score -553175.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -553175.125000 Penalty: 4208.499023
	Iteration 21Q: 3 clusters Score -553175.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -553182.375000 Penalty: 4208.499023
	Iteration 22Q: 3 clusters Score -553182.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -553186.937500 Penalty: 4208.499023
	Iteration 23Q: 3 clusters Score -553186.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -553190.750000 Penalty: 4208.499023
	Iteration 24Q: 3 clusters Score -553190.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -553193.687500 Penalty: 4208.499023
	Iteration 25Q: 3 clusters Score -553193.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -553195.562500 Penalty: 4208.499023
	Iteration 26Q: 3 clusters Score -553195.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -553196.875000 Penalty: 4208.499023
	Iteration 27Q: 3 clusters Score -553196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -553198.562500 Penalty: 4208.499023
	Iteration 28Q: 3 clusters Score -553198.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -553200.687500 Penalty: 4208.499023
	Iteration 29Q: 3 clusters Score -553200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -553201.187500 Penalty: 4208.499023
	Iteration 30Q: 3 clusters Score -553201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -553202.000000 Penalty: 4208.499023
	Iteration 31Q: 3 clusters Score -553202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -553202.812500 Penalty: 4208.499023
	Iteration 32Q: 3 clusters Score -553202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -553201.625000 Penalty: 4208.499023
	Iteration 33Q: 3 clusters Score -553201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -553201.750000 Penalty: 4208.499023
	Iteration 34Q: 3 clusters Score -553201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -553202.375000 Penalty: 4208.499023
	Iteration 35Q: 3 clusters Score -553202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -553202.875000 Penalty: 4208.499023
	Iteration 36Q: 3 clusters Score -553202.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -553204.000000 Penalty: 4208.499023
	Iteration 37Q: 3 clusters Score -553204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -553203.812500 Penalty: 4208.499023
	Iteration 38Q: 3 clusters Score -553203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -553204.562500 Penalty: 4208.499023
	Iteration 39Q: 3 clusters Score -553204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -553205.062500 Penalty: 4208.499023
	Iteration 40F: 3 clusters Score -553205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -553204.687500 Penalty: 4208.499023
	Iteration 41Q: 3 clusters Score -553204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -553205.500000 Penalty: 4208.499023
	Iteration 42Q: 3 clusters Score -553205.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -553205.687500 Penalty: 4208.499023
	Iteration 43Q: 3 clusters Score -553205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -553207.000000 Penalty: 4208.499023
	Iteration 44Q: 3 clusters Score -553207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -553206.875000 Penalty: 4208.499023
	Iteration 45Q: 3 clusters Score -553206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -553208.937500 Penalty: 4208.499023
	Iteration 46Q: 3 clusters Score -553208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -553209.312500 Penalty: 4208.499023
	Iteration 47Q: 3 clusters Score -553209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -553210.062500 Penalty: 4208.499023
	Iteration 48Q: 3 clusters Score -553210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -553213.375000 Penalty: 4208.499023
	Iteration 49Q: 3 clusters Score -553213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -553214.937500 Penalty: 4208.499023
	Iteration 50Q: 3 clusters Score -553214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -553215.937500 Penalty: 4208.499023
	Iteration 51Q: 3 clusters Score -553215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -553216.187500 Penalty: 4208.499023
	Iteration 52Q: 3 clusters Score -553216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -553217.500000 Penalty: 4208.499023
	Iteration 53Q: 3 clusters Score -553217.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -553217.750000 Penalty: 4208.499023
	Iteration 54Q: 3 clusters Score -553217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -553217.375000 Penalty: 4208.499023
	Iteration 55Q: 3 clusters Score -553217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -553218.875000 Penalty: 4208.499023
	Iteration 56Q: 3 clusters Score -553218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -553218.875000 Penalty: 4208.499023
	Iteration 57Q: 3 clusters Score -553218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -553218.625000 Penalty: 4208.499023
	Iteration 58Q: 3 clusters Score -553218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -553218.625000 Penalty: 4208.499023
	Iteration 59F: 3 clusters Score -553218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Entering Unmasked Estep 
Score: -4290498.000000 Penalty: 2588.657959
	Iteration 0F: 2 clusters Score -4290498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4267164.000000 Penalty: 5177.315918
	Iteration 0F: 3 clusters Score -4267164 nChanged 15570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4275916.500000 Penalty: 5177.315918
	Iteration 1F: 3 clusters Score -4275916 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -4276630.000000 Penalty: 5177.315918
	Iteration 2F: 3 clusters Score -4276630 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -4277449.000000 Penalty: 5177.315918
	Iteration 3Q: 3 clusters Score -4277449 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -4278326.000000 Penalty: 5177.315918
	Iteration 4F: 3 clusters Score -4278326 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -4279156.500000 Penalty: 5177.315918
	Iteration 5F: 3 clusters Score -4279156 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -4280053.500000 Penalty: 5177.315918
	Iteration 6F: 3 clusters Score -4280054 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -4281105.500000 Penalty: 5177.315918
	Iteration 7F: 3 clusters Score -4281106 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -4282312.500000 Penalty: 5177.315918
	Iteration 8F: 3 clusters Score -4282312 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -4283656.000000 Penalty: 5177.315918
	Iteration 9F: 3 clusters Score -4283656 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -4284923.500000 Penalty: 5177.315918
	Iteration 10Q: 3 clusters Score -4284924 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -4285946.500000 Penalty: 5177.315918
	Iteration 11Q: 3 clusters Score -4285946 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -4286612.500000 Penalty: 5177.315918
	Iteration 12Q: 3 clusters Score -4286612 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4287080.500000 Penalty: 5177.315918
	Iteration 13Q: 3 clusters Score -4287080 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -4287420.500000 Penalty: 5177.315918
	Iteration 14Q: 3 clusters Score -4287420 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -4287752.000000 Penalty: 5177.315918
	Iteration 15Q: 3 clusters Score -4287752 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -4288035.500000 Penalty: 5177.315918
	Iteration 16Q: 3 clusters Score -4288036 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4288249.500000 Penalty: 5177.315918
	Iteration 17Q: 3 clusters Score -4288250 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4288450.000000 Penalty: 5177.315918
	Iteration 18Q: 3 clusters Score -4288450 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -4288621.000000 Penalty: 5177.315918
	Iteration 19Q: 3 clusters Score -4288621 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -4288735.000000 Penalty: 5177.315918
	Iteration 20F: 3 clusters Score -4288735 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4288873.500000 Penalty: 5177.315918
	Iteration 21Q: 3 clusters Score -4288874 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -4288961.000000 Penalty: 5177.315918
	Iteration 22Q: 3 clusters Score -4288961 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4289040.500000 Penalty: 5177.315918
	Iteration 23Q: 3 clusters Score -4289040 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -4289079.000000 Penalty: 5177.315918
	Iteration 24Q: 3 clusters Score -4289079 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4289131.000000 Penalty: 5177.315918
	Iteration 25Q: 3 clusters Score -4289131 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4289169.500000 Penalty: 5177.315918
	Iteration 26Q: 3 clusters Score -4289170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -4289208.500000 Penalty: 5177.315918
	Iteration 27Q: 3 clusters Score -4289208 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -4289215.500000 Penalty: 5177.315918
	Iteration 28Q: 3 clusters Score -4289216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4289230.500000 Penalty: 5177.315918
	Iteration 29Q: 3 clusters Score -4289230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4289252.000000 Penalty: 5177.315918
	Iteration 30Q: 3 clusters Score -4289252 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4289283.500000 Penalty: 5177.315918
	Iteration 31Q: 3 clusters Score -4289284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4289288.500000 Penalty: 5177.315918
	Iteration 32Q: 3 clusters Score -4289288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4289304.000000 Penalty: 5177.315918
	Iteration 33Q: 3 clusters Score -4289304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4289312.500000 Penalty: 5177.315918
	Iteration 34Q: 3 clusters Score -4289312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4289317.000000 Penalty: 5177.315918
	Iteration 35Q: 3 clusters Score -4289317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4289342.000000 Penalty: 5177.315918
	Iteration 36Q: 3 clusters Score -4289342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4289350.500000 Penalty: 5177.315918
	Iteration 37Q: 3 clusters Score -4289350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4289343.500000 Penalty: 5177.315918
	Iteration 38Q: 3 clusters Score -4289344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4289353.500000 Penalty: 5177.315918
	Iteration 39Q: 3 clusters Score -4289354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4289352.500000 Penalty: 5177.315918
	Iteration 40F: 3 clusters Score -4289352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4289357.000000 Penalty: 5177.315918
	Iteration 41Q: 3 clusters Score -4289357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4289362.500000 Penalty: 5177.315918
	Iteration 42Q: 3 clusters Score -4289362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4289362.500000 Penalty: 5177.315918
	Iteration 43Q: 3 clusters Score -4289362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4289359.500000 Penalty: 5177.315918
	Iteration 44Q: 3 clusters Score -4289360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4289365.500000 Penalty: 5177.315918
	Iteration 45Q: 3 clusters Score -4289366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4289365.000000 Penalty: 5177.315918
	Iteration 46Q: 3 clusters Score -4289365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4289367.000000 Penalty: 5177.315918
	Iteration 47Q: 3 clusters Score -4289367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4289363.000000 Penalty: 5177.315918
	Iteration 48Q: 3 clusters Score -4289363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4289364.000000 Penalty: 5177.315918
	Iteration 49Q: 3 clusters Score -4289364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4289366.000000 Penalty: 5177.315918
	Iteration 50Q: 3 clusters Score -4289366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4289365.500000 Penalty: 5177.315918
	Iteration 51Q: 3 clusters Score -4289366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4289356.000000 Penalty: 5177.315918
	Iteration 52Q: 3 clusters Score -4289356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4289358.000000 Penalty: 5177.315918
	Iteration 53Q: 3 clusters Score -4289358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4289358.500000 Penalty: 5177.315918
	Iteration 54Q: 3 clusters Score -4289358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4289364.000000 Penalty: 5177.315918
	Iteration 55Q: 3 clusters Score -4289364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4289361.500000 Penalty: 5177.315918
	Iteration 56Q: 3 clusters Score -4289362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4289359.500000 Penalty: 5177.315918
	Iteration 57Q: 3 clusters Score -4289360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4289360.500000 Penalty: 5177.315918
	Iteration 58Q: 3 clusters Score -4289360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4289360.500000 Penalty: 5177.315918
	Iteration 59Q: 3 clusters Score -4289360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4289361.000000 Penalty: 5177.315918
	Iteration 60F: 3 clusters Score -4289361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4289358.500000 Penalty: 5177.315918
	Iteration 61Q: 3 clusters Score -4289358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4289362.500000 Penalty: 5177.315918
	Iteration 62Q: 3 clusters Score -4289362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4289367.500000 Penalty: 5177.315918
	Iteration 63Q: 3 clusters Score -4289368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4289369.500000 Penalty: 5177.315918
	Iteration 64Q: 3 clusters Score -4289370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4289382.000000 Penalty: 5177.315918
	Iteration 65Q: 3 clusters Score -4289382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4289398.000000 Penalty: 5177.315918
	Iteration 66Q: 3 clusters Score -4289398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4289411.500000 Penalty: 5177.315918
	Iteration 67Q: 3 clusters Score -4289412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4289431.000000 Penalty: 5177.315918
	Iteration 68Q: 3 clusters Score -4289431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4289442.000000 Penalty: 5177.315918
	Iteration 69Q: 3 clusters Score -4289442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4289465.500000 Penalty: 5177.315918
	Iteration 70Q: 3 clusters Score -4289466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4289516.000000 Penalty: 5177.315918
	Iteration 71Q: 3 clusters Score -4289516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4289619.500000 Penalty: 5177.315918
	Iteration 72Q: 3 clusters Score -4289620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4289800.500000 Penalty: 5177.315918
	Iteration 73Q: 3 clusters Score -4289800 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4289983.000000 Penalty: 5177.315918
	Iteration 74Q: 3 clusters Score -4289983 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4290077.500000 Penalty: 5177.315918
	Iteration 75Q: 3 clusters Score -4290078 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4290107.000000 Penalty: 5177.315918
	Iteration 76Q: 3 clusters Score -4290107 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4290129.500000 Penalty: 5177.315918
	Iteration 77Q: 3 clusters Score -4290130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4290147.000000 Penalty: 5177.315918
	Iteration 78Q: 3 clusters Score -4290147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4290149.000000 Penalty: 5177.315918
	Iteration 79Q: 3 clusters Score -4290149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4290153.000000 Penalty: 5177.315918
	Iteration 80F: 3 clusters Score -4290153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4290157.500000 Penalty: 5177.315918
	Iteration 81Q: 3 clusters Score -4290158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4290158.000000 Penalty: 5177.315918
	Iteration 82Q: 3 clusters Score -4290158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4290157.000000 Penalty: 5177.315918
	Iteration 83Q: 3 clusters Score -4290157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4290157.000000 Penalty: 5177.315918
	Iteration 84F: 3 clusters Score -4290157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Entering Unmasked Estep 
Score: -1003583.687500 Penalty: 2226.520020
	Iteration 0F: 2 clusters Score -1003584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -997270.562500 Penalty: 4453.040039
	Iteration 0F: 3 clusters Score -997270.6 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -998971.375000 Penalty: 4453.040039
	Iteration 1F: 3 clusters Score -998971.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -999254.562500 Penalty: 4453.040039
	Iteration 2F: 3 clusters Score -999254.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -999447.875000 Penalty: 4453.040039
	Iteration 3F: 3 clusters Score -999447.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -999575.312500 Penalty: 4453.040039
	Iteration 4Q: 3 clusters Score -999575.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -999674.312500 Penalty: 4453.040039
	Iteration 5Q: 3 clusters Score -999674.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -999751.437500 Penalty: 4453.040039
	Iteration 6Q: 3 clusters Score -999751.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -999816.250000 Penalty: 4453.040039
	Iteration 7Q: 3 clusters Score -999816.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -999886.187500 Penalty: 4453.040039
	Iteration 8Q: 3 clusters Score -999886.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -999955.750000 Penalty: 4453.040039
	Iteration 9Q: 3 clusters Score -999955.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1000012.312500 Penalty: 4453.040039
	Iteration 10Q: 3 clusters Score -1000012 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1000064.187500 Penalty: 4453.040039
	Iteration 11Q: 3 clusters Score -1000064 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1000105.875000 Penalty: 4453.040039
	Iteration 12Q: 3 clusters Score -1000106 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1000145.750000 Penalty: 4453.040039
	Iteration 13Q: 3 clusters Score -1000146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1000182.937500 Penalty: 4453.040039
	Iteration 14Q: 3 clusters Score -1000183 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1000223.125000 Penalty: 4453.040039
	Iteration 15Q: 3 clusters Score -1000223 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1000266.562500 Penalty: 4453.040039
	Iteration 16Q: 3 clusters Score -1000267 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1000308.937500 Penalty: 4453.040039
	Iteration 17Q: 3 clusters Score -1000309 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1000359.500000 Penalty: 4453.040039
	Iteration 18Q: 3 clusters Score -1000360 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1000428.000000 Penalty: 4453.040039
	Iteration 19Q: 3 clusters Score -1000428 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1000497.125000 Penalty: 4453.040039
	Iteration 20F: 3 clusters Score -1000497 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1000581.125000 Penalty: 4453.040039
	Iteration 21Q: 3 clusters Score -1000581 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1000664.000000 Penalty: 4453.040039
	Iteration 22Q: 3 clusters Score -1000664 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1000747.250000 Penalty: 4453.040039
	Iteration 23Q: 3 clusters Score -1000747 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1000817.875000 Penalty: 4453.040039
	Iteration 24Q: 3 clusters Score -1000818 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1000883.687500 Penalty: 4453.040039
	Iteration 25Q: 3 clusters Score -1000884 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1000957.250000 Penalty: 4453.040039
	Iteration 26Q: 3 clusters Score -1000957 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1001022.875000 Penalty: 4453.040039
	Iteration 27Q: 3 clusters Score -1001023 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1001089.812500 Penalty: 4453.040039
	Iteration 28Q: 3 clusters Score -1001090 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1001170.000000 Penalty: 4453.040039
	Iteration 29Q: 3 clusters Score -1001170 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1001234.250000 Penalty: 4453.040039
	Iteration 30Q: 3 clusters Score -1001234 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1001281.375000 Penalty: 4453.040039
	Iteration 31Q: 3 clusters Score -1001281 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1001317.062500 Penalty: 4453.040039
	Iteration 32Q: 3 clusters Score -1001317 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1001350.437500 Penalty: 4453.040039
	Iteration 33Q: 3 clusters Score -1001350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1001377.187500 Penalty: 4453.040039
	Iteration 34Q: 3 clusters Score -1001377 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1001407.562500 Penalty: 4453.040039
	Iteration 35Q: 3 clusters Score -1001408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1001427.625000 Penalty: 4453.040039
	Iteration 36Q: 3 clusters Score -1001428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1001443.875000 Penalty: 4453.040039
	Iteration 37Q: 3 clusters Score -1001444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1001457.312500 Penalty: 4453.040039
	Iteration 38Q: 3 clusters Score -1001457 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1001471.000000 Penalty: 4453.040039
	Iteration 39Q: 3 clusters Score -1001471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1001482.500000 Penalty: 4453.040039
	Iteration 40F: 3 clusters Score -1001482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1001490.375000 Penalty: 4453.040039
	Iteration 41Q: 3 clusters Score -1001490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1001495.937500 Penalty: 4453.040039
	Iteration 42Q: 3 clusters Score -1001496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1001501.062500 Penalty: 4453.040039
	Iteration 43Q: 3 clusters Score -1001501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1001505.375000 Penalty: 4453.040039
	Iteration 44Q: 3 clusters Score -1001505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1001508.125000 Penalty: 4453.040039
	Iteration 45Q: 3 clusters Score -1001508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1001507.000000 Penalty: 4453.040039
	Iteration 46Q: 3 clusters Score -1001507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1001510.062500 Penalty: 4453.040039
	Iteration 47Q: 3 clusters Score -1001510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1001515.750000 Penalty: 4453.040039
	Iteration 48Q: 3 clusters Score -1001516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1001519.812500 Penalty: 4453.040039
	Iteration 49Q: 3 clusters Score -1001520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1001525.562500 Penalty: 4453.040039
	Iteration 50Q: 3 clusters Score -1001526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1001534.562500 Penalty: 4453.040039
	Iteration 51Q: 3 clusters Score -1001535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1001538.187500 Penalty: 4453.040039
	Iteration 52Q: 3 clusters Score -1001538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1001541.187500 Penalty: 4453.040039
	Iteration 53Q: 3 clusters Score -1001541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1001547.500000 Penalty: 4453.040039
	Iteration 54Q: 3 clusters Score -1001548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1001555.312500 Penalty: 4453.040039
	Iteration 55Q: 3 clusters Score -1001555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1001561.812500 Penalty: 4453.040039
	Iteration 56Q: 3 clusters Score -1001562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1001570.687500 Penalty: 4453.040039
	Iteration 57Q: 3 clusters Score -1001571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1001581.000000 Penalty: 4453.040039
	Iteration 58Q: 3 clusters Score -1001581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1001590.812500 Penalty: 4453.040039
	Iteration 59Q: 3 clusters Score -1001591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1001597.187500 Penalty: 4453.040039
	Iteration 60F: 3 clusters Score -1001597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1001605.312500 Penalty: 4453.040039
	Iteration 61Q: 3 clusters Score -1001605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1001616.562500 Penalty: 4453.040039
	Iteration 62Q: 3 clusters Score -1001617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1001626.312500 Penalty: 4453.040039
	Iteration 63Q: 3 clusters Score -1001626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1001633.687500 Penalty: 4453.040039
	Iteration 64Q: 3 clusters Score -1001634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1001637.062500 Penalty: 4453.040039
	Iteration 65Q: 3 clusters Score -1001637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1001640.375000 Penalty: 4453.040039
	Iteration 66Q: 3 clusters Score -1001640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1001648.625000 Penalty: 4453.040039
	Iteration 67Q: 3 clusters Score -1001649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1001659.187500 Penalty: 4453.040039
	Iteration 68Q: 3 clusters Score -1001659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1001678.250000 Penalty: 4453.040039
	Iteration 69Q: 3 clusters Score -1001678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1001694.062500 Penalty: 4453.040039
	Iteration 70Q: 3 clusters Score -1001694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1001708.500000 Penalty: 4453.040039
	Iteration 71Q: 3 clusters Score -1001708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1001719.750000 Penalty: 4453.040039
	Iteration 72Q: 3 clusters Score -1001720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1001728.437500 Penalty: 4453.040039
	Iteration 73Q: 3 clusters Score -1001728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1001738.125000 Penalty: 4453.040039
	Iteration 74Q: 3 clusters Score -1001738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1001749.062500 Penalty: 4453.040039
	Iteration 75Q: 3 clusters Score -1001749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1001763.312500 Penalty: 4453.040039
	Iteration 76Q: 3 clusters Score -1001763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1001775.312500 Penalty: 4453.040039
	Iteration 77Q: 3 clusters Score -1001775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1001781.562500 Penalty: 4453.040039
	Iteration 78Q: 3 clusters Score -1001782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1001787.937500 Penalty: 4453.040039
	Iteration 79Q: 3 clusters Score -1001788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1001797.000000 Penalty: 4453.040039
	Iteration 80F: 3 clusters Score -1001797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1001802.312500 Penalty: 4453.040039
	Iteration 81Q: 3 clusters Score -1001802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1001811.187500 Penalty: 4453.040039
	Iteration 82Q: 3 clusters Score -1001811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1001817.812500 Penalty: 4453.040039
	Iteration 83Q: 3 clusters Score -1001818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1001825.562500 Penalty: 4453.040039
	Iteration 84Q: 3 clusters Score -1001826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1001830.375000 Penalty: 4453.040039
	Iteration 85Q: 3 clusters Score -1001830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1001832.687500 Penalty: 4453.040039
	Iteration 86Q: 3 clusters Score -1001833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1001833.000000 Penalty: 4453.040039
	Iteration 87Q: 3 clusters Score -1001833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1001835.625000 Penalty: 4453.040039
	Iteration 88Q: 3 clusters Score -1001836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1001836.250000 Penalty: 4453.040039
	Iteration 89Q: 3 clusters Score -1001836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1001839.062500 Penalty: 4453.040039
	Iteration 90Q: 3 clusters Score -1001839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1001839.562500 Penalty: 4453.040039
	Iteration 91Q: 3 clusters Score -1001840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1001839.562500 Penalty: 4453.040039
	Iteration 92F: 3 clusters Score -1001840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Entering Unmasked Estep 
Score: -804112.687500 Penalty: 2188.848145
	Iteration 0F: 2 clusters Score -804112.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -798481.000000 Penalty: 4377.696289
	Iteration 0F: 3 clusters Score -798481 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -799818.187500 Penalty: 4377.696289
	Iteration 1F: 3 clusters Score -799818.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -800120.437500 Penalty: 4377.696289
	Iteration 2F: 3 clusters Score -800120.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -800374.625000 Penalty: 4377.696289
	Iteration 3F: 3 clusters Score -800374.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -800569.125000 Penalty: 4377.696289
	Iteration 4F: 3 clusters Score -800569.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -800728.500000 Penalty: 4377.696289
	Iteration 5Q: 3 clusters Score -800728.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -800876.250000 Penalty: 4377.696289
	Iteration 6Q: 3 clusters Score -800876.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -801022.750000 Penalty: 4377.696289
	Iteration 7Q: 3 clusters Score -801022.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -801169.375000 Penalty: 4377.696289
	Iteration 8Q: 3 clusters Score -801169.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -801289.250000 Penalty: 4377.696289
	Iteration 9Q: 3 clusters Score -801289.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -801388.312500 Penalty: 4377.696289
	Iteration 10Q: 3 clusters Score -801388.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -801473.625000 Penalty: 4377.696289
	Iteration 11Q: 3 clusters Score -801473.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -801547.812500 Penalty: 4377.696289
	Iteration 12Q: 3 clusters Score -801547.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -801602.687500 Penalty: 4377.696289
	Iteration 13Q: 3 clusters Score -801602.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -801647.562500 Penalty: 4377.696289
	Iteration 14Q: 3 clusters Score -801647.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -801697.062500 Penalty: 4377.696289
	Iteration 15Q: 3 clusters Score -801697.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -801731.000000 Penalty: 4377.696289
	Iteration 16Q: 3 clusters Score -801731 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -801759.625000 Penalty: 4377.696289
	Iteration 17Q: 3 clusters Score -801759.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -801778.625000 Penalty: 4377.696289
	Iteration 18Q: 3 clusters Score -801778.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -801798.437500 Penalty: 4377.696289
	Iteration 19Q: 3 clusters Score -801798.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -801814.937500 Penalty: 4377.696289
	Iteration 20F: 3 clusters Score -801814.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -801827.062500 Penalty: 4377.696289
	Iteration 21Q: 3 clusters Score -801827.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -801835.062500 Penalty: 4377.696289
	Iteration 22Q: 3 clusters Score -801835.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -801841.437500 Penalty: 4377.696289
	Iteration 23Q: 3 clusters Score -801841.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -801845.187500 Penalty: 4377.696289
	Iteration 24Q: 3 clusters Score -801845.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -801850.375000 Penalty: 4377.696289
	Iteration 25Q: 3 clusters Score -801850.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -801856.437500 Penalty: 4377.696289
	Iteration 26Q: 3 clusters Score -801856.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -801857.687500 Penalty: 4377.696289
	Iteration 27Q: 3 clusters Score -801857.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -801860.312500 Penalty: 4377.696289
	Iteration 28Q: 3 clusters Score -801860.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -801868.062500 Penalty: 4377.696289
	Iteration 29Q: 3 clusters Score -801868.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -801870.625000 Penalty: 4377.696289
	Iteration 30Q: 3 clusters Score -801870.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -801872.062500 Penalty: 4377.696289
	Iteration 31Q: 3 clusters Score -801872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -801875.312500 Penalty: 4377.696289
	Iteration 32Q: 3 clusters Score -801875.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -801876.812500 Penalty: 4377.696289
	Iteration 33Q: 3 clusters Score -801876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -801878.812500 Penalty: 4377.696289
	Iteration 34Q: 3 clusters Score -801878.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -801880.250000 Penalty: 4377.696289
	Iteration 35Q: 3 clusters Score -801880.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -801881.687500 Penalty: 4377.696289
	Iteration 36Q: 3 clusters Score -801881.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -801881.750000 Penalty: 4377.696289
	Iteration 37Q: 3 clusters Score -801881.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -801884.125000 Penalty: 4377.696289
	Iteration 38Q: 3 clusters Score -801884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -801886.125000 Penalty: 4377.696289
	Iteration 39Q: 3 clusters Score -801886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -801884.875000 Penalty: 4377.696289
	Iteration 40F: 3 clusters Score -801884.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99940 members 
Entering Unmasked Estep 
Score: -12605369.000000 Penalty: 2855.056641
	Iteration 0F: 2 clusters Score -1.260537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -12538741.000000 Penalty: 5710.113281
	Iteration 0F: 3 clusters Score -1.253874e+07 nChanged 47041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -12565148.000000 Penalty: 5710.113281
	Iteration 1F: 3 clusters Score -1.256515e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -12565878.000000 Penalty: 5710.113281
	Iteration 2Q: 3 clusters Score -1.256588e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -12566675.000000 Penalty: 5710.113281
	Iteration 3Q: 3 clusters Score -1.256668e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -12567387.000000 Penalty: 5710.113281
	Iteration 4Q: 3 clusters Score -1.256739e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -12568279.000000 Penalty: 5710.113281
	Iteration 5Q: 3 clusters Score -1.256828e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -12569302.000000 Penalty: 5710.113281
	Iteration 6Q: 3 clusters Score -1.25693e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -12570715.000000 Penalty: 5710.113281
	Iteration 7Q: 3 clusters Score -1.257072e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -12572464.000000 Penalty: 5710.113281
	Iteration 8Q: 3 clusters Score -1.257246e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -12574930.000000 Penalty: 5710.113281
	Iteration 9Q: 3 clusters Score -1.257493e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -12578526.000000 Penalty: 5710.113281
	Iteration 10F: 3 clusters Score -1.257853e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -12583154.000000 Penalty: 5710.113281
	Iteration 11F: 3 clusters Score -1.258315e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82635 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -12588503.000000 Penalty: 5710.113281
	Iteration 12F: 3 clusters Score -1.25885e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -12593498.000000 Penalty: 5710.113281
	Iteration 13F: 3 clusters Score -1.25935e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92710 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -12597137.000000 Penalty: 5710.113281
	Iteration 14Q: 3 clusters Score -1.259714e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95680 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -12599633.000000 Penalty: 5710.113281
	Iteration 15Q: 3 clusters Score -1.259963e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -12601167.000000 Penalty: 5710.113281
	Iteration 16Q: 3 clusters Score -1.260117e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98440 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -12601976.000000 Penalty: 5710.113281
	Iteration 17Q: 3 clusters Score -1.260198e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98935 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12602386.000000 Penalty: 5710.113281
	Iteration 18Q: 3 clusters Score -1.260239e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99155 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12602562.000000 Penalty: 5710.113281
	Iteration 19Q: 3 clusters Score -1.260256e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12602644.000000 Penalty: 5710.113281
	Iteration 20F: 3 clusters Score -1.260264e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -12602701.000000 Penalty: 5710.113281
	Iteration 21Q: 3 clusters Score -1.26027e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12602743.000000 Penalty: 5710.113281
	Iteration 22Q: 3 clusters Score -1.260274e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99424 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12602763.000000 Penalty: 5710.113281
	Iteration 23Q: 3 clusters Score -1.260276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99448 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12602788.000000 Penalty: 5710.113281
	Iteration 24Q: 3 clusters Score -1.260279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12602809.000000 Penalty: 5710.113281
	Iteration 25Q: 3 clusters Score -1.260281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12602830.000000 Penalty: 5710.113281
	Iteration 26Q: 3 clusters Score -1.260283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12602841.000000 Penalty: 5710.113281
	Iteration 27Q: 3 clusters Score -1.260284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99498 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -12602853.000000 Penalty: 5710.113281
	Iteration 28Q: 3 clusters Score -1.260285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12602847.000000 Penalty: 5710.113281
	Iteration 29Q: 3 clusters Score -1.260285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99504 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -12602858.000000 Penalty: 5710.113281
	Iteration 30Q: 3 clusters Score -1.260286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12602861.000000 Penalty: 5710.113281
	Iteration 31Q: 3 clusters Score -1.260286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99510 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -12602855.000000 Penalty: 5710.113281
	Iteration 32Q: 3 clusters Score -1.260286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12602863.000000 Penalty: 5710.113281
	Iteration 33Q: 3 clusters Score -1.260286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99522 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12602882.000000 Penalty: 5710.113281
	Iteration 34Q: 3 clusters Score -1.260288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99523 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12602878.000000 Penalty: 5710.113281
	Iteration 35Q: 3 clusters Score -1.260288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12602887.000000 Penalty: 5710.113281
	Iteration 36Q: 3 clusters Score -1.260289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12602882.000000 Penalty: 5710.113281
	Iteration 37Q: 3 clusters Score -1.260288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12602885.000000 Penalty: 5710.113281
	Iteration 38Q: 3 clusters Score -1.260288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99534 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12602879.000000 Penalty: 5710.113281
	Iteration 39Q: 3 clusters Score -1.260288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12602892.000000 Penalty: 5710.113281
	Iteration 40F: 3 clusters Score -1.260289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99537 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12602888.000000 Penalty: 5710.113281
	Iteration 41Q: 3 clusters Score -1.260289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99540 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -12602893.000000 Penalty: 5710.113281
	Iteration 42Q: 3 clusters Score -1.260289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12602897.000000 Penalty: 5710.113281
	Iteration 43Q: 3 clusters Score -1.26029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99543 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12602908.000000 Penalty: 5710.113281
	Iteration 44Q: 3 clusters Score -1.260291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99543 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12602908.000000 Penalty: 5710.113281
	Iteration 45F: 3 clusters Score -1.260291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (151098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151098 members 
Entering Unmasked Estep 
Score: -19229866.000000 Penalty: 2957.569580
	Iteration 0F: 2 clusters Score -1.922987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 75083 members 
Entering Unmasked Estep 
Score: -19132046.000000 Penalty: 5915.139160
	Iteration 0F: 3 clusters Score -1.913205e+07 nChanged 72239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -19173610.000000 Penalty: 5915.139160
	Iteration 1F: 3 clusters Score -1.917361e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 64666 members 
Entering Unmasked Estep 
Score: -19175630.000000 Penalty: 5915.139160
	Iteration 2Q: 3 clusters Score -1.917563e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93376 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -19179352.000000 Penalty: 5915.139160
	Iteration 3F: 3 clusters Score -1.917935e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -19186340.000000 Penalty: 5915.139160
	Iteration 4F: 3 clusters Score -1.918634e+07 nChanged 13275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116646 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -19196802.000000 Penalty: 5915.139160
	Iteration 5F: 3 clusters Score -1.91968e+07 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130540 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -19209380.000000 Penalty: 5915.139160
	Iteration 6F: 3 clusters Score -1.920938e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141306 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -19219186.000000 Penalty: 5915.139160
	Iteration 7F: 3 clusters Score -1.921919e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147044 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -19224230.000000 Penalty: 5915.139160
	Iteration 8Q: 3 clusters Score -1.922423e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149492 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -19226040.000000 Penalty: 5915.139160
	Iteration 9Q: 3 clusters Score -1.922604e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150361 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -19226694.000000 Penalty: 5915.139160
	Iteration 10Q: 3 clusters Score -1.922669e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150619 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -19227026.000000 Penalty: 5915.139160
	Iteration 11Q: 3 clusters Score -1.922703e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -19227168.000000 Penalty: 5915.139160
	Iteration 12Q: 3 clusters Score -1.922717e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150740 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -19227238.000000 Penalty: 5915.139160
	Iteration 13Q: 3 clusters Score -1.922724e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150751 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19227312.000000 Penalty: 5915.139160
	Iteration 14Q: 3 clusters Score -1.922731e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150759 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19227344.000000 Penalty: 5915.139160
	Iteration 15Q: 3 clusters Score -1.922734e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150772 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -19227370.000000 Penalty: 5915.139160
	Iteration 16Q: 3 clusters Score -1.922737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19227402.000000 Penalty: 5915.139160
	Iteration 17Q: 3 clusters Score -1.92274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150773 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19227418.000000 Penalty: 5915.139160
	Iteration 18Q: 3 clusters Score -1.922742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150769 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19227414.000000 Penalty: 5915.139160
	Iteration 19Q: 3 clusters Score -1.922741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150768 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19227416.000000 Penalty: 5915.139160
	Iteration 20F: 3 clusters Score -1.922742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150770 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19227410.000000 Penalty: 5915.139160
	Iteration 21Q: 3 clusters Score -1.922741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150772 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -19227420.000000 Penalty: 5915.139160
	Iteration 22Q: 3 clusters Score -1.922742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150771 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -19227414.000000 Penalty: 5915.139160
	Iteration 23Q: 3 clusters Score -1.922741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150771 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -19227420.000000 Penalty: 5915.139160
	Iteration 24Q: 3 clusters Score -1.922742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150772 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -19227424.000000 Penalty: 5915.139160
	Iteration 25Q: 3 clusters Score -1.922742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19227430.000000 Penalty: 5915.139160
	Iteration 26Q: 3 clusters Score -1.922743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150777 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -19227438.000000 Penalty: 5915.139160
	Iteration 27Q: 3 clusters Score -1.922744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19227442.000000 Penalty: 5915.139160
	Iteration 28Q: 3 clusters Score -1.922744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19227442.000000 Penalty: 5915.139160
	Iteration 29F: 3 clusters Score -1.922744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Entering Unmasked Estep 
Score: -5603277.000000 Penalty: 2663.224121
	Iteration 0F: 2 clusters Score -5603277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -5572013.500000 Penalty: 5326.448242
	Iteration 0F: 3 clusters Score -5572014 nChanged 21321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -5584280.500000 Penalty: 5326.448242
	Iteration 1F: 3 clusters Score -5584280 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -5585021.000000 Penalty: 5326.448242
	Iteration 2Q: 3 clusters Score -5585021 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -5585807.500000 Penalty: 5326.448242
	Iteration 3Q: 3 clusters Score -5585808 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5586723.000000 Penalty: 5326.448242
	Iteration 4Q: 3 clusters Score -5586723 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -5587686.500000 Penalty: 5326.448242
	Iteration 5Q: 3 clusters Score -5587686 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -5588665.000000 Penalty: 5326.448242
	Iteration 6Q: 3 clusters Score -5588665 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -5589618.500000 Penalty: 5326.448242
	Iteration 7Q: 3 clusters Score -5589618 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -5590547.500000 Penalty: 5326.448242
	Iteration 8Q: 3 clusters Score -5590548 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -5591488.000000 Penalty: 5326.448242
	Iteration 9Q: 3 clusters Score -5591488 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -5592581.000000 Penalty: 5326.448242
	Iteration 10Q: 3 clusters Score -5592581 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -5593954.000000 Penalty: 5326.448242
	Iteration 11Q: 3 clusters Score -5593954 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -5595574.000000 Penalty: 5326.448242
	Iteration 12F: 3 clusters Score -5595574 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -5597251.000000 Penalty: 5326.448242
	Iteration 13Q: 3 clusters Score -5597251 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -5598688.000000 Penalty: 5326.448242
	Iteration 14Q: 3 clusters Score -5598688 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -5599723.500000 Penalty: 5326.448242
	Iteration 15Q: 3 clusters Score -5599724 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5600417.500000 Penalty: 5326.448242
	Iteration 16Q: 3 clusters Score -5600418 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5600852.000000 Penalty: 5326.448242
	Iteration 17Q: 3 clusters Score -5600852 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5601087.500000 Penalty: 5326.448242
	Iteration 18Q: 3 clusters Score -5601088 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5601265.500000 Penalty: 5326.448242
	Iteration 19Q: 3 clusters Score -5601266 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5601398.500000 Penalty: 5326.448242
	Iteration 20F: 3 clusters Score -5601398 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5601510.500000 Penalty: 5326.448242
	Iteration 21Q: 3 clusters Score -5601510 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5601627.500000 Penalty: 5326.448242
	Iteration 22Q: 3 clusters Score -5601628 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5601759.500000 Penalty: 5326.448242
	Iteration 23Q: 3 clusters Score -5601760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5601855.000000 Penalty: 5326.448242
	Iteration 24Q: 3 clusters Score -5601855 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5601916.500000 Penalty: 5326.448242
	Iteration 25Q: 3 clusters Score -5601916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5601925.000000 Penalty: 5326.448242
	Iteration 26Q: 3 clusters Score -5601925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5601948.000000 Penalty: 5326.448242
	Iteration 27Q: 3 clusters Score -5601948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5601957.000000 Penalty: 5326.448242
	Iteration 28Q: 3 clusters Score -5601957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5601956.500000 Penalty: 5326.448242
	Iteration 29Q: 3 clusters Score -5601956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5601963.000000 Penalty: 5326.448242
	Iteration 30Q: 3 clusters Score -5601963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5601967.500000 Penalty: 5326.448242
	Iteration 31Q: 3 clusters Score -5601968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5601975.000000 Penalty: 5326.448242
	Iteration 32Q: 3 clusters Score -5601975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5601971.500000 Penalty: 5326.448242
	Iteration 33Q: 3 clusters Score -5601972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5601971.500000 Penalty: 5326.448242
	Iteration 34Q: 3 clusters Score -5601972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5601964.000000 Penalty: 5326.448242
	Iteration 35Q: 3 clusters Score -5601964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5601972.000000 Penalty: 5326.448242
	Iteration 36Q: 3 clusters Score -5601972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5601971.500000 Penalty: 5326.448242
	Iteration 37Q: 3 clusters Score -5601972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5601969.000000 Penalty: 5326.448242
	Iteration 38Q: 3 clusters Score -5601969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5601969.000000 Penalty: 5326.448242
	Iteration 39F: 3 clusters Score -5601969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Entering Unmasked Estep 
Score: -3576350.250000 Penalty: 2534.942383
	Iteration 0F: 2 clusters Score -3576350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3557490.500000 Penalty: 5069.884766
	Iteration 0F: 3 clusters Score -3557490 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3564026.750000 Penalty: 5069.884766
	Iteration 1F: 3 clusters Score -3564027 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3564434.000000 Penalty: 5069.884766
	Iteration 2Q: 3 clusters Score -3564434 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3564787.750000 Penalty: 5069.884766
	Iteration 3Q: 3 clusters Score -3564788 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3565094.000000 Penalty: 5069.884766
	Iteration 4Q: 3 clusters Score -3565094 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3565379.250000 Penalty: 5069.884766
	Iteration 5Q: 3 clusters Score -3565379 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3565708.750000 Penalty: 5069.884766
	Iteration 6Q: 3 clusters Score -3565709 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3566048.000000 Penalty: 5069.884766
	Iteration 7Q: 3 clusters Score -3566048 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -3566439.750000 Penalty: 5069.884766
	Iteration 8Q: 3 clusters Score -3566440 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3566905.750000 Penalty: 5069.884766
	Iteration 9Q: 3 clusters Score -3566906 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3567473.500000 Penalty: 5069.884766
	Iteration 10Q: 3 clusters Score -3567474 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3568068.250000 Penalty: 5069.884766
	Iteration 11Q: 3 clusters Score -3568068 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3568761.500000 Penalty: 5069.884766
	Iteration 12Q: 3 clusters Score -3568762 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -3569528.750000 Penalty: 5069.884766
	Iteration 13Q: 3 clusters Score -3569529 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -3570402.750000 Penalty: 5069.884766
	Iteration 14Q: 3 clusters Score -3570403 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3571355.250000 Penalty: 5069.884766
	Iteration 15Q: 3 clusters Score -3571355 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3572242.750000 Penalty: 5069.884766
	Iteration 16Q: 3 clusters Score -3572243 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3572950.750000 Penalty: 5069.884766
	Iteration 17Q: 3 clusters Score -3572951 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3573387.500000 Penalty: 5069.884766
	Iteration 18Q: 3 clusters Score -3573388 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3573642.750000 Penalty: 5069.884766
	Iteration 19Q: 3 clusters Score -3573643 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3573813.250000 Penalty: 5069.884766
	Iteration 20F: 3 clusters Score -3573813 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3573911.250000 Penalty: 5069.884766
	Iteration 21Q: 3 clusters Score -3573911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3573993.250000 Penalty: 5069.884766
	Iteration 22Q: 3 clusters Score -3573993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3574021.000000 Penalty: 5069.884766
	Iteration 23Q: 3 clusters Score -3574021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3574042.000000 Penalty: 5069.884766
	Iteration 24Q: 3 clusters Score -3574042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3574056.750000 Penalty: 5069.884766
	Iteration 25Q: 3 clusters Score -3574057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3574080.000000 Penalty: 5069.884766
	Iteration 26Q: 3 clusters Score -3574080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3574090.500000 Penalty: 5069.884766
	Iteration 27Q: 3 clusters Score -3574090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3574097.250000 Penalty: 5069.884766
	Iteration 28Q: 3 clusters Score -3574097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3574108.000000 Penalty: 5069.884766
	Iteration 29Q: 3 clusters Score -3574108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3574119.750000 Penalty: 5069.884766
	Iteration 30Q: 3 clusters Score -3574120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3574125.250000 Penalty: 5069.884766
	Iteration 31Q: 3 clusters Score -3574125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3574124.000000 Penalty: 5069.884766
	Iteration 32Q: 3 clusters Score -3574124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3574125.000000 Penalty: 5069.884766
	Iteration 33Q: 3 clusters Score -3574125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3574127.500000 Penalty: 5069.884766
	Iteration 34Q: 3 clusters Score -3574128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3574127.500000 Penalty: 5069.884766
	Iteration 35Q: 3 clusters Score -3574128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3574127.500000 Penalty: 5069.884766
	Iteration 36F: 3 clusters Score -3574128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -62118.042969 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -62118.04 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 285 members 
Entering Unmasked Estep 
Score: -60706.429688 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -60706.43 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61141.187500 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -61141.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61353.175781 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -61353.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61496.660156 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -61496.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61544.539062 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -61544.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61561.804688 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -61561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61567.953125 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -61567.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61578.914062 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -61578.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61590.300781 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -61590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61598.187500 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -61598.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61606.835938 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -61606.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61626.730469 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -61626.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -61641.648438 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -61641.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61646.406250 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -61646.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61654.187500 Penalty: 3150.904053
	Iteration 14Q: 3 clusters Score -61654.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61656.265625 Penalty: 3150.904053
	Iteration 15Q: 3 clusters Score -61656.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61657.707031 Penalty: 3150.904053
	Iteration 16Q: 3 clusters Score -61657.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61665.992188 Penalty: 3150.904053
	Iteration 17Q: 3 clusters Score -61665.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -61675.671875 Penalty: 3150.904053
	Iteration 18Q: 3 clusters Score -61675.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61693.363281 Penalty: 3150.904053
	Iteration 19Q: 3 clusters Score -61693.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61711.378906 Penalty: 3150.904053
	Iteration 20F: 3 clusters Score -61711.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61726.121094 Penalty: 3150.904053
	Iteration 21Q: 3 clusters Score -61726.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61731.730469 Penalty: 3150.904053
	Iteration 22Q: 3 clusters Score -61731.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61750.382812 Penalty: 3150.904053
	Iteration 23Q: 3 clusters Score -61750.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61799.222656 Penalty: 3150.904053
	Iteration 24Q: 3 clusters Score -61799.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61834.468750 Penalty: 3150.904053
	Iteration 25Q: 3 clusters Score -61834.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61880.476562 Penalty: 3150.904053
	Iteration 26Q: 3 clusters Score -61880.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61902.019531 Penalty: 3150.904053
	Iteration 27Q: 3 clusters Score -61902.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61908.843750 Penalty: 3150.904053
	Iteration 28Q: 3 clusters Score -61908.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61916.113281 Penalty: 3150.904053
	Iteration 29Q: 3 clusters Score -61916.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61924.253906 Penalty: 3150.904053
	Iteration 30Q: 3 clusters Score -61924.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61934.019531 Penalty: 3150.904053
	Iteration 31Q: 3 clusters Score -61934.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61945.492188 Penalty: 3150.904053
	Iteration 32Q: 3 clusters Score -61945.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61962.085938 Penalty: 3150.904053
	Iteration 33Q: 3 clusters Score -61962.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61968.347656 Penalty: 3150.904053
	Iteration 34Q: 3 clusters Score -61968.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61968.347656 Penalty: 3150.904053
	Iteration 35F: 3 clusters Score -61968.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -93018.492188 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -93018.49 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 399 members 
Entering Unmasked Estep 
Score: -91247.250000 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -91247.25 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91517.710938 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -91517.71 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91598.312500 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -91598.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91691.078125 Penalty: 3304.280029
	Iteration 3Q: 3 clusters Score -91691.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -91736.312500 Penalty: 3304.280029
	Iteration 4Q: 3 clusters Score -91736.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -91798.718750 Penalty: 3304.280029
	Iteration 5Q: 3 clusters Score -91798.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91853.679688 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -91853.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91877.421875 Penalty: 3304.280029
	Iteration 7Q: 3 clusters Score -91877.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -91912.750000 Penalty: 3304.280029
	Iteration 8Q: 3 clusters Score -91912.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -91938.523438 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -91938.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -91978.468750 Penalty: 3304.280029
	Iteration 10Q: 3 clusters Score -91978.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -92036.492188 Penalty: 3304.280029
	Iteration 11Q: 3 clusters Score -92036.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -92110.695312 Penalty: 3304.280029
	Iteration 12Q: 3 clusters Score -92110.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -92158.039062 Penalty: 3304.280029
	Iteration 13Q: 3 clusters Score -92158.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -92195.765625 Penalty: 3304.280029
	Iteration 14Q: 3 clusters Score -92195.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -92212.117188 Penalty: 3304.280029
	Iteration 15Q: 3 clusters Score -92212.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -92222.093750 Penalty: 3304.280029
	Iteration 16Q: 3 clusters Score -92222.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -92232.398438 Penalty: 3304.280029
	Iteration 17Q: 3 clusters Score -92232.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -92232.398438 Penalty: 3304.280029
	Iteration 18F: 3 clusters Score -92232.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Entering Unmasked Estep 
Score: -2295038.750000 Penalty: 2451.534912
	Iteration 0F: 2 clusters Score -2295039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2281232.000000 Penalty: 4903.069824
	Iteration 0F: 3 clusters Score -2281232 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2286146.750000 Penalty: 4903.069824
	Iteration 1F: 3 clusters Score -2286147 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2286951.000000 Penalty: 4903.069824
	Iteration 2F: 3 clusters Score -2286951 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2287701.750000 Penalty: 4903.069824
	Iteration 3F: 3 clusters Score -2287702 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2288366.000000 Penalty: 4903.069824
	Iteration 4F: 3 clusters Score -2288366 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2289040.250000 Penalty: 4903.069824
	Iteration 5F: 3 clusters Score -2289040 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2289722.000000 Penalty: 4903.069824
	Iteration 6F: 3 clusters Score -2289722 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2290352.250000 Penalty: 4903.069824
	Iteration 7Q: 3 clusters Score -2290352 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2290994.750000 Penalty: 4903.069824
	Iteration 8Q: 3 clusters Score -2290995 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2291507.750000 Penalty: 4903.069824
	Iteration 9Q: 3 clusters Score -2291508 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2291891.250000 Penalty: 4903.069824
	Iteration 10Q: 3 clusters Score -2291891 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2292119.750000 Penalty: 4903.069824
	Iteration 11Q: 3 clusters Score -2292120 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2292270.500000 Penalty: 4903.069824
	Iteration 12Q: 3 clusters Score -2292270 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2292379.750000 Penalty: 4903.069824
	Iteration 13Q: 3 clusters Score -2292380 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2292454.250000 Penalty: 4903.069824
	Iteration 14Q: 3 clusters Score -2292454 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2292506.250000 Penalty: 4903.069824
	Iteration 15Q: 3 clusters Score -2292506 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2292560.250000 Penalty: 4903.069824
	Iteration 16Q: 3 clusters Score -2292560 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2292594.750000 Penalty: 4903.069824
	Iteration 17Q: 3 clusters Score -2292595 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2292638.000000 Penalty: 4903.069824
	Iteration 18Q: 3 clusters Score -2292638 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2292667.750000 Penalty: 4903.069824
	Iteration 19Q: 3 clusters Score -2292668 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2292708.750000 Penalty: 4903.069824
	Iteration 20F: 3 clusters Score -2292709 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2292752.250000 Penalty: 4903.069824
	Iteration 21Q: 3 clusters Score -2292752 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2292793.000000 Penalty: 4903.069824
	Iteration 22Q: 3 clusters Score -2292793 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2292844.000000 Penalty: 4903.069824
	Iteration 23Q: 3 clusters Score -2292844 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2292891.250000 Penalty: 4903.069824
	Iteration 24Q: 3 clusters Score -2292891 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2292934.000000 Penalty: 4903.069824
	Iteration 25Q: 3 clusters Score -2292934 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2292956.000000 Penalty: 4903.069824
	Iteration 26Q: 3 clusters Score -2292956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2292984.500000 Penalty: 4903.069824
	Iteration 27Q: 3 clusters Score -2292984 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2293006.500000 Penalty: 4903.069824
	Iteration 28Q: 3 clusters Score -2293006 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2293017.000000 Penalty: 4903.069824
	Iteration 29Q: 3 clusters Score -2293017 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2293032.000000 Penalty: 4903.069824
	Iteration 30Q: 3 clusters Score -2293032 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2293065.750000 Penalty: 4903.069824
	Iteration 31Q: 3 clusters Score -2293066 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2293097.000000 Penalty: 4903.069824
	Iteration 32Q: 3 clusters Score -2293097 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2293141.500000 Penalty: 4903.069824
	Iteration 33Q: 3 clusters Score -2293142 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2293194.750000 Penalty: 4903.069824
	Iteration 34Q: 3 clusters Score -2293195 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2293253.500000 Penalty: 4903.069824
	Iteration 35Q: 3 clusters Score -2293254 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2293313.750000 Penalty: 4903.069824
	Iteration 36Q: 3 clusters Score -2293314 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2293350.750000 Penalty: 4903.069824
	Iteration 37Q: 3 clusters Score -2293351 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2293407.000000 Penalty: 4903.069824
	Iteration 38Q: 3 clusters Score -2293407 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2293452.500000 Penalty: 4903.069824
	Iteration 39Q: 3 clusters Score -2293452 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2293492.500000 Penalty: 4903.069824
	Iteration 40F: 3 clusters Score -2293492 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2293517.250000 Penalty: 4903.069824
	Iteration 41Q: 3 clusters Score -2293517 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2293545.500000 Penalty: 4903.069824
	Iteration 42Q: 3 clusters Score -2293546 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2293571.250000 Penalty: 4903.069824
	Iteration 43Q: 3 clusters Score -2293571 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2293586.000000 Penalty: 4903.069824
	Iteration 44Q: 3 clusters Score -2293586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2293607.750000 Penalty: 4903.069824
	Iteration 45Q: 3 clusters Score -2293608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2293630.750000 Penalty: 4903.069824
	Iteration 46Q: 3 clusters Score -2293631 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2293654.750000 Penalty: 4903.069824
	Iteration 47Q: 3 clusters Score -2293655 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2293685.750000 Penalty: 4903.069824
	Iteration 48Q: 3 clusters Score -2293686 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2293728.500000 Penalty: 4903.069824
	Iteration 49Q: 3 clusters Score -2293728 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2293744.500000 Penalty: 4903.069824
	Iteration 50Q: 3 clusters Score -2293744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2293775.750000 Penalty: 4903.069824
	Iteration 51Q: 3 clusters Score -2293776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2293805.250000 Penalty: 4903.069824
	Iteration 52Q: 3 clusters Score -2293805 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2293818.750000 Penalty: 4903.069824
	Iteration 53Q: 3 clusters Score -2293819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2293819.750000 Penalty: 4903.069824
	Iteration 54Q: 3 clusters Score -2293820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2293833.500000 Penalty: 4903.069824
	Iteration 55Q: 3 clusters Score -2293834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2293844.000000 Penalty: 4903.069824
	Iteration 56Q: 3 clusters Score -2293844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2293840.500000 Penalty: 4903.069824
	Iteration 57Q: 3 clusters Score -2293840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2293850.750000 Penalty: 4903.069824
	Iteration 58Q: 3 clusters Score -2293851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2293854.750000 Penalty: 4903.069824
	Iteration 59Q: 3 clusters Score -2293855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2293851.500000 Penalty: 4903.069824
	Iteration 60F: 3 clusters Score -2293852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2293854.000000 Penalty: 4903.069824
	Iteration 61Q: 3 clusters Score -2293854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2293857.750000 Penalty: 4903.069824
	Iteration 62Q: 3 clusters Score -2293858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2293861.500000 Penalty: 4903.069824
	Iteration 63Q: 3 clusters Score -2293862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2293860.750000 Penalty: 4903.069824
	Iteration 64Q: 3 clusters Score -2293861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2293863.750000 Penalty: 4903.069824
	Iteration 65Q: 3 clusters Score -2293864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2293864.750000 Penalty: 4903.069824
	Iteration 66Q: 3 clusters Score -2293865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2293862.500000 Penalty: 4903.069824
	Iteration 67Q: 3 clusters Score -2293862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2293862.500000 Penalty: 4903.069824
	Iteration 68F: 3 clusters Score -2293862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (105448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105448 members 
Entering Unmasked Estep 
Score: -13385907.000000 Penalty: 2868.361328
	Iteration 0F: 2 clusters Score -1.338591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -13315380.000000 Penalty: 5736.722656
	Iteration 0F: 3 clusters Score -1.331538e+07 nChanged 49820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -13344117.000000 Penalty: 5736.722656
	Iteration 1F: 3 clusters Score -1.334412e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -13345205.000000 Penalty: 5736.722656
	Iteration 2Q: 3 clusters Score -1.33452e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -13346868.000000 Penalty: 5736.722656
	Iteration 3Q: 3 clusters Score -1.334687e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -13349232.000000 Penalty: 5736.722656
	Iteration 4F: 3 clusters Score -1.334923e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -13352469.000000 Penalty: 5736.722656
	Iteration 5F: 3 clusters Score -1.335247e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72499 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -13356761.000000 Penalty: 5736.722656
	Iteration 6F: 3 clusters Score -1.335676e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78988 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -13361773.000000 Penalty: 5736.722656
	Iteration 7F: 3 clusters Score -1.336177e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -13366750.000000 Penalty: 5736.722656
	Iteration 8F: 3 clusters Score -1.336675e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -13371465.000000 Penalty: 5736.722656
	Iteration 9F: 3 clusters Score -1.337146e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -13375562.000000 Penalty: 5736.722656
	Iteration 10Q: 3 clusters Score -1.337556e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100379 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -13378974.000000 Penalty: 5736.722656
	Iteration 11Q: 3 clusters Score -1.337897e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102905 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -13381263.000000 Penalty: 5736.722656
	Iteration 12Q: 3 clusters Score -1.338126e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104156 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -13382388.000000 Penalty: 5736.722656
	Iteration 13Q: 3 clusters Score -1.338239e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104696 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13382928.000000 Penalty: 5736.722656
	Iteration 14Q: 3 clusters Score -1.338293e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -13383153.000000 Penalty: 5736.722656
	Iteration 15Q: 3 clusters Score -1.338315e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13383225.000000 Penalty: 5736.722656
	Iteration 16Q: 3 clusters Score -1.338322e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105033 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -13383288.000000 Penalty: 5736.722656
	Iteration 17Q: 3 clusters Score -1.338329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105049 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -13383307.000000 Penalty: 5736.722656
	Iteration 18Q: 3 clusters Score -1.338331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105062 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -13383319.000000 Penalty: 5736.722656
	Iteration 19Q: 3 clusters Score -1.338332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105074 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -13383337.000000 Penalty: 5736.722656
	Iteration 20F: 3 clusters Score -1.338334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105085 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -13383348.000000 Penalty: 5736.722656
	Iteration 21Q: 3 clusters Score -1.338335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105091 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -13383361.000000 Penalty: 5736.722656
	Iteration 22Q: 3 clusters Score -1.338336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105101 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -13383380.000000 Penalty: 5736.722656
	Iteration 23Q: 3 clusters Score -1.338338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105105 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -13383402.000000 Penalty: 5736.722656
	Iteration 24Q: 3 clusters Score -1.33834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105113 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13383408.000000 Penalty: 5736.722656
	Iteration 25Q: 3 clusters Score -1.338341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105118 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13383408.000000 Penalty: 5736.722656
	Iteration 26Q: 3 clusters Score -1.338341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -13383421.000000 Penalty: 5736.722656
	Iteration 27Q: 3 clusters Score -1.338342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105125 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13383435.000000 Penalty: 5736.722656
	Iteration 28Q: 3 clusters Score -1.338344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105129 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13383439.000000 Penalty: 5736.722656
	Iteration 29Q: 3 clusters Score -1.338344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13383435.000000 Penalty: 5736.722656
	Iteration 30Q: 3 clusters Score -1.338344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105126 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13383428.000000 Penalty: 5736.722656
	Iteration 31Q: 3 clusters Score -1.338343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -13383434.000000 Penalty: 5736.722656
	Iteration 32Q: 3 clusters Score -1.338343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13383442.000000 Penalty: 5736.722656
	Iteration 33Q: 3 clusters Score -1.338344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13383442.000000 Penalty: 5736.722656
	Iteration 34F: 3 clusters Score -1.338344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Entering Unmasked Estep 
Score: -1731920.125000 Penalty: 2363.375488
	Iteration 0F: 2 clusters Score -1731920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1721816.250000 Penalty: 4726.750977
	Iteration 0F: 3 clusters Score -1721816 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1724957.750000 Penalty: 4726.750977
	Iteration 1F: 3 clusters Score -1724958 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1725296.125000 Penalty: 4726.750977
	Iteration 2F: 3 clusters Score -1725296 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1725586.375000 Penalty: 4726.750977
	Iteration 3Q: 3 clusters Score -1725586 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1725867.375000 Penalty: 4726.750977
	Iteration 4Q: 3 clusters Score -1725867 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1726192.625000 Penalty: 4726.750977
	Iteration 5Q: 3 clusters Score -1726193 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1726581.750000 Penalty: 4726.750977
	Iteration 6Q: 3 clusters Score -1726582 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1727057.875000 Penalty: 4726.750977
	Iteration 7F: 3 clusters Score -1727058 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1727619.625000 Penalty: 4726.750977
	Iteration 8F: 3 clusters Score -1727620 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1728142.375000 Penalty: 4726.750977
	Iteration 9F: 3 clusters Score -1728142 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1728610.000000 Penalty: 4726.750977
	Iteration 10Q: 3 clusters Score -1728610 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1729012.500000 Penalty: 4726.750977
	Iteration 11Q: 3 clusters Score -1729012 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1729317.750000 Penalty: 4726.750977
	Iteration 12Q: 3 clusters Score -1729318 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1729568.500000 Penalty: 4726.750977
	Iteration 13Q: 3 clusters Score -1729568 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1729725.875000 Penalty: 4726.750977
	Iteration 14Q: 3 clusters Score -1729726 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1729830.000000 Penalty: 4726.750977
	Iteration 15Q: 3 clusters Score -1729830 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1729895.375000 Penalty: 4726.750977
	Iteration 16Q: 3 clusters Score -1729895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1729931.625000 Penalty: 4726.750977
	Iteration 17Q: 3 clusters Score -1729932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1729949.500000 Penalty: 4726.750977
	Iteration 18Q: 3 clusters Score -1729950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1729967.375000 Penalty: 4726.750977
	Iteration 19Q: 3 clusters Score -1729967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1729984.250000 Penalty: 4726.750977
	Iteration 20F: 3 clusters Score -1729984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1730003.500000 Penalty: 4726.750977
	Iteration 21Q: 3 clusters Score -1730004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1730022.875000 Penalty: 4726.750977
	Iteration 22Q: 3 clusters Score -1730023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1730036.500000 Penalty: 4726.750977
	Iteration 23Q: 3 clusters Score -1730036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1730051.000000 Penalty: 4726.750977
	Iteration 24Q: 3 clusters Score -1730051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1730060.875000 Penalty: 4726.750977
	Iteration 25Q: 3 clusters Score -1730061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1730071.750000 Penalty: 4726.750977
	Iteration 26Q: 3 clusters Score -1730072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1730082.125000 Penalty: 4726.750977
	Iteration 27Q: 3 clusters Score -1730082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1730087.750000 Penalty: 4726.750977
	Iteration 28Q: 3 clusters Score -1730088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1730097.000000 Penalty: 4726.750977
	Iteration 29Q: 3 clusters Score -1730097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1730104.125000 Penalty: 4726.750977
	Iteration 30Q: 3 clusters Score -1730104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1730109.875000 Penalty: 4726.750977
	Iteration 31Q: 3 clusters Score -1730110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1730114.125000 Penalty: 4726.750977
	Iteration 32Q: 3 clusters Score -1730114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1730119.875000 Penalty: 4726.750977
	Iteration 33Q: 3 clusters Score -1730120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1730118.125000 Penalty: 4726.750977
	Iteration 34Q: 3 clusters Score -1730118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1730122.375000 Penalty: 4726.750977
	Iteration 35Q: 3 clusters Score -1730122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1730124.000000 Penalty: 4726.750977
	Iteration 36Q: 3 clusters Score -1730124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1730125.250000 Penalty: 4726.750977
	Iteration 37Q: 3 clusters Score -1730125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1730128.375000 Penalty: 4726.750977
	Iteration 38Q: 3 clusters Score -1730128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1730128.375000 Penalty: 4726.750977
	Iteration 39F: 3 clusters Score -1730128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -192802.796875 Penalty: 1830.303467
	Iteration 0F: 2 clusters Score -192802.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -190416.812500 Penalty: 3660.606934
	Iteration 0F: 3 clusters Score -190416.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -190825.625000 Penalty: 3660.606934
	Iteration 1F: 3 clusters Score -190825.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -190943.812500 Penalty: 3660.606934
	Iteration 2F: 3 clusters Score -190943.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -191011.187500 Penalty: 3660.606934
	Iteration 3Q: 3 clusters Score -191011.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -191044.812500 Penalty: 3660.606934
	Iteration 4Q: 3 clusters Score -191044.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -191074.328125 Penalty: 3660.606934
	Iteration 5Q: 3 clusters Score -191074.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -191108.687500 Penalty: 3660.606934
	Iteration 6Q: 3 clusters Score -191108.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -191137.296875 Penalty: 3660.606934
	Iteration 7Q: 3 clusters Score -191137.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -191157.718750 Penalty: 3660.606934
	Iteration 8Q: 3 clusters Score -191157.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -191177.562500 Penalty: 3660.606934
	Iteration 9Q: 3 clusters Score -191177.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -191190.500000 Penalty: 3660.606934
	Iteration 10Q: 3 clusters Score -191190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -191194.359375 Penalty: 3660.606934
	Iteration 11Q: 3 clusters Score -191194.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -191199.515625 Penalty: 3660.606934
	Iteration 12Q: 3 clusters Score -191199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -191201.828125 Penalty: 3660.606934
	Iteration 13Q: 3 clusters Score -191201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -191206.125000 Penalty: 3660.606934
	Iteration 14Q: 3 clusters Score -191206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -191210.406250 Penalty: 3660.606934
	Iteration 15Q: 3 clusters Score -191210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -191215.609375 Penalty: 3660.606934
	Iteration 16Q: 3 clusters Score -191215.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -191221.593750 Penalty: 3660.606934
	Iteration 17Q: 3 clusters Score -191221.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -191225.828125 Penalty: 3660.606934
	Iteration 18Q: 3 clusters Score -191225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -191230.781250 Penalty: 3660.606934
	Iteration 19Q: 3 clusters Score -191230.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -191236.125000 Penalty: 3660.606934
	Iteration 20F: 3 clusters Score -191236.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -191245.562500 Penalty: 3660.606934
	Iteration 21Q: 3 clusters Score -191245.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -191258.484375 Penalty: 3660.606934
	Iteration 22Q: 3 clusters Score -191258.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -191278.812500 Penalty: 3660.606934
	Iteration 23Q: 3 clusters Score -191278.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -191314.984375 Penalty: 3660.606934
	Iteration 24Q: 3 clusters Score -191315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -191339.375000 Penalty: 3660.606934
	Iteration 25Q: 3 clusters Score -191339.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -191368.359375 Penalty: 3660.606934
	Iteration 26Q: 3 clusters Score -191368.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -191402.140625 Penalty: 3660.606934
	Iteration 27Q: 3 clusters Score -191402.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -191445.484375 Penalty: 3660.606934
	Iteration 28Q: 3 clusters Score -191445.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -191478.312500 Penalty: 3660.606934
	Iteration 29Q: 3 clusters Score -191478.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -191503.765625 Penalty: 3660.606934
	Iteration 30Q: 3 clusters Score -191503.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -191532.390625 Penalty: 3660.606934
	Iteration 31Q: 3 clusters Score -191532.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -191561.562500 Penalty: 3660.606934
	Iteration 32Q: 3 clusters Score -191561.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -191596.453125 Penalty: 3660.606934
	Iteration 33Q: 3 clusters Score -191596.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -191634.796875 Penalty: 3660.606934
	Iteration 34Q: 3 clusters Score -191634.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -191687.312500 Penalty: 3660.606934
	Iteration 35Q: 3 clusters Score -191687.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -191738.921875 Penalty: 3660.606934
	Iteration 36Q: 3 clusters Score -191738.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -191779.734375 Penalty: 3660.606934
	Iteration 37Q: 3 clusters Score -191779.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -191818.875000 Penalty: 3660.606934
	Iteration 38Q: 3 clusters Score -191818.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -191883.593750 Penalty: 3660.606934
	Iteration 39Q: 3 clusters Score -191883.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -191952.375000 Penalty: 3660.606934
	Iteration 40F: 3 clusters Score -191952.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -192019.390625 Penalty: 3660.606934
	Iteration 41Q: 3 clusters Score -192019.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -192089.531250 Penalty: 3660.606934
	Iteration 42Q: 3 clusters Score -192089.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -192153.468750 Penalty: 3660.606934
	Iteration 43Q: 3 clusters Score -192153.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -192222.359375 Penalty: 3660.606934
	Iteration 44Q: 3 clusters Score -192222.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -192284.843750 Penalty: 3660.606934
	Iteration 45Q: 3 clusters Score -192284.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -192326.109375 Penalty: 3660.606934
	Iteration 46Q: 3 clusters Score -192326.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -192351.562500 Penalty: 3660.606934
	Iteration 47Q: 3 clusters Score -192351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -192372.390625 Penalty: 3660.606934
	Iteration 48Q: 3 clusters Score -192372.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -192407.890625 Penalty: 3660.606934
	Iteration 49Q: 3 clusters Score -192407.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -192508.250000 Penalty: 3660.606934
	Iteration 50Q: 3 clusters Score -192508.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -192601.765625 Penalty: 3660.606934
	Iteration 51Q: 3 clusters Score -192601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -192608.578125 Penalty: 3660.606934
	Iteration 52Q: 3 clusters Score -192608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -192612.968750 Penalty: 3660.606934
	Iteration 53Q: 3 clusters Score -192613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -192613.656250 Penalty: 3660.606934
	Iteration 54Q: 3 clusters Score -192613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -192618.015625 Penalty: 3660.606934
	Iteration 55Q: 3 clusters Score -192618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -192618.015625 Penalty: 3660.606934
	Iteration 56F: 3 clusters Score -192618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -94413.328125 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -94413.33 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 396 members 
Entering Unmasked Estep 
Score: -92609.414062 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -92609.41 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92980.015625 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -92980.02 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -93154.843750 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -93154.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93284.210938 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -93284.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93397.625000 Penalty: 3334.424561
	Iteration 4Q: 3 clusters Score -93397.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -93497.015625 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -93497.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -93578.531250 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -93578.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -93693.773438 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -93693.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -93788.304688 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -93788.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -93931.132812 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -93931.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -94049.078125 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -94049.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -94188.828125 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -94188.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -94385.210938 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -94385.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -94528.054688 Penalty: 3334.424561
	Iteration 13Q: 3 clusters Score -94528.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94609.875000 Penalty: 3334.424561
	Iteration 14Q: 3 clusters Score -94609.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94843.023438 Penalty: 3334.424561
	Iteration 15Q: 3 clusters Score -94843.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -95122.757812 Penalty: 3334.424561
	Iteration 16Q: 3 clusters Score -95122.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -95260.250000 Penalty: 3334.424561
	Iteration 17Q: 3 clusters Score -95260.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -95260.250000 Penalty: 3334.424561
	Iteration 18F: 3 clusters Score -95260.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156770 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5825 members 
Mstep: Class 9 contains 17880 members 
Mstep: Class 10 contains 286432 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34137 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151098 members 
Mstep: Class 22 contains 46111 members 
Mstep: Class 23 contains 27489 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19638 members 
Mstep: Class 27 contains 105448 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 553 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79783 members 
Mstep: Class 33 contains 278 members 
Entering Unmasked Estep 
Score: -157736736.000000 Penalty: 114993.804688
Splitting cluster 30 changes total score from -157737696.000000 to -157736736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (8099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Entering Unmasked Estep 
Score: -982915.625000 Penalty: 2231.875000
	Iteration 0F: 2 clusters Score -982915.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -976405.000000 Penalty: 4463.750000
	Iteration 0F: 3 clusters Score -976405 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -978305.437500 Penalty: 4463.750000
	Iteration 1F: 3 clusters Score -978305.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -978586.500000 Penalty: 4463.750000
	Iteration 2F: 3 clusters Score -978586.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -978779.312500 Penalty: 4463.750000
	Iteration 3F: 3 clusters Score -978779.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -978904.437500 Penalty: 4463.750000
	Iteration 4Q: 3 clusters Score -978904.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -979012.500000 Penalty: 4463.750000
	Iteration 5Q: 3 clusters Score -979012.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -979121.375000 Penalty: 4463.750000
	Iteration 6Q: 3 clusters Score -979121.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -979254.687500 Penalty: 4463.750000
	Iteration 7Q: 3 clusters Score -979254.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -979378.187500 Penalty: 4463.750000
	Iteration 8Q: 3 clusters Score -979378.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -979491.125000 Penalty: 4463.750000
	Iteration 9Q: 3 clusters Score -979491.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -979615.687500 Penalty: 4463.750000
	Iteration 10Q: 3 clusters Score -979615.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -979746.312500 Penalty: 4463.750000
	Iteration 11Q: 3 clusters Score -979746.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -979875.125000 Penalty: 4463.750000
	Iteration 12Q: 3 clusters Score -979875.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -980014.562500 Penalty: 4463.750000
	Iteration 13Q: 3 clusters Score -980014.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -980130.375000 Penalty: 4463.750000
	Iteration 14Q: 3 clusters Score -980130.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -980240.125000 Penalty: 4463.750000
	Iteration 15Q: 3 clusters Score -980240.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -980348.000000 Penalty: 4463.750000
	Iteration 16Q: 3 clusters Score -980348 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -980437.937500 Penalty: 4463.750000
	Iteration 17Q: 3 clusters Score -980437.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -980496.687500 Penalty: 4463.750000
	Iteration 18Q: 3 clusters Score -980496.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -980539.375000 Penalty: 4463.750000
	Iteration 19Q: 3 clusters Score -980539.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -980583.375000 Penalty: 4463.750000
	Iteration 20F: 3 clusters Score -980583.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -980617.125000 Penalty: 4463.750000
	Iteration 21Q: 3 clusters Score -980617.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -980647.875000 Penalty: 4463.750000
	Iteration 22Q: 3 clusters Score -980647.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -980692.375000 Penalty: 4463.750000
	Iteration 23Q: 3 clusters Score -980692.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -980723.250000 Penalty: 4463.750000
	Iteration 24Q: 3 clusters Score -980723.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -980738.000000 Penalty: 4463.750000
	Iteration 25Q: 3 clusters Score -980738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -980751.250000 Penalty: 4463.750000
	Iteration 26Q: 3 clusters Score -980751.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -980767.250000 Penalty: 4463.750000
	Iteration 27Q: 3 clusters Score -980767.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -980780.937500 Penalty: 4463.750000
	Iteration 28Q: 3 clusters Score -980780.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -980790.062500 Penalty: 4463.750000
	Iteration 29Q: 3 clusters Score -980790.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -980798.500000 Penalty: 4463.750000
	Iteration 30Q: 3 clusters Score -980798.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -980806.375000 Penalty: 4463.750000
	Iteration 31Q: 3 clusters Score -980806.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -980816.187500 Penalty: 4463.750000
	Iteration 32Q: 3 clusters Score -980816.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -980823.812500 Penalty: 4463.750000
	Iteration 33Q: 3 clusters Score -980823.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -980833.500000 Penalty: 4463.750000
	Iteration 34Q: 3 clusters Score -980833.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -980842.750000 Penalty: 4463.750000
	Iteration 35Q: 3 clusters Score -980842.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -980848.437500 Penalty: 4463.750000
	Iteration 36Q: 3 clusters Score -980848.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -980853.250000 Penalty: 4463.750000
	Iteration 37Q: 3 clusters Score -980853.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -980867.625000 Penalty: 4463.750000
	Iteration 38Q: 3 clusters Score -980867.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -980883.687500 Penalty: 4463.750000
	Iteration 39Q: 3 clusters Score -980883.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -980898.250000 Penalty: 4463.750000
	Iteration 40F: 3 clusters Score -980898.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -980909.375000 Penalty: 4463.750000
	Iteration 41Q: 3 clusters Score -980909.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -980920.875000 Penalty: 4463.750000
	Iteration 42Q: 3 clusters Score -980920.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -980928.250000 Penalty: 4463.750000
	Iteration 43Q: 3 clusters Score -980928.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -980935.500000 Penalty: 4463.750000
	Iteration 44Q: 3 clusters Score -980935.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -980947.062500 Penalty: 4463.750000
	Iteration 45Q: 3 clusters Score -980947.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -980950.312500 Penalty: 4463.750000
	Iteration 46Q: 3 clusters Score -980950.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -980958.125000 Penalty: 4463.750000
	Iteration 47Q: 3 clusters Score -980958.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -980965.062500 Penalty: 4463.750000
	Iteration 48Q: 3 clusters Score -980965.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -980976.000000 Penalty: 4463.750000
	Iteration 49Q: 3 clusters Score -980976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -980991.062500 Penalty: 4463.750000
	Iteration 50Q: 3 clusters Score -980991.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -981002.250000 Penalty: 4463.750000
	Iteration 51Q: 3 clusters Score -981002.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -981022.687500 Penalty: 4463.750000
	Iteration 52Q: 3 clusters Score -981022.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -981037.437500 Penalty: 4463.750000
	Iteration 53Q: 3 clusters Score -981037.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -981046.937500 Penalty: 4463.750000
	Iteration 54Q: 3 clusters Score -981046.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -981062.125000 Penalty: 4463.750000
	Iteration 55Q: 3 clusters Score -981062.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -981072.375000 Penalty: 4463.750000
	Iteration 56Q: 3 clusters Score -981072.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -981084.812500 Penalty: 4463.750000
	Iteration 57Q: 3 clusters Score -981084.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -981094.062500 Penalty: 4463.750000
	Iteration 58Q: 3 clusters Score -981094.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -981106.000000 Penalty: 4463.750000
	Iteration 59Q: 3 clusters Score -981106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -981112.812500 Penalty: 4463.750000
	Iteration 60F: 3 clusters Score -981112.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -981116.375000 Penalty: 4463.750000
	Iteration 61Q: 3 clusters Score -981116.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -981117.562500 Penalty: 4463.750000
	Iteration 62Q: 3 clusters Score -981117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -981117.875000 Penalty: 4463.750000
	Iteration 63Q: 3 clusters Score -981117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -981121.937500 Penalty: 4463.750000
	Iteration 64Q: 3 clusters Score -981121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -981125.687500 Penalty: 4463.750000
	Iteration 65Q: 3 clusters Score -981125.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -981127.625000 Penalty: 4463.750000
	Iteration 66Q: 3 clusters Score -981127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -981129.125000 Penalty: 4463.750000
	Iteration 67Q: 3 clusters Score -981129.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -981133.250000 Penalty: 4463.750000
	Iteration 68Q: 3 clusters Score -981133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -981134.687500 Penalty: 4463.750000
	Iteration 69Q: 3 clusters Score -981134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -981136.437500 Penalty: 4463.750000
	Iteration 70Q: 3 clusters Score -981136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -981138.562500 Penalty: 4463.750000
	Iteration 71Q: 3 clusters Score -981138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -981138.562500 Penalty: 4463.750000
	Iteration 72F: 3 clusters Score -981138.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (79783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79783 members 
Entering Unmasked Estep 
Score: -10301733.000000 Penalty: 2799.192139
	Iteration 0F: 2 clusters Score -1.030173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -10248050.000000 Penalty: 5598.384277
	Iteration 0F: 3 clusters Score -1.024805e+07 nChanged 37556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -10269102.000000 Penalty: 5598.384277
	Iteration 1F: 3 clusters Score -1.02691e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -10269600.000000 Penalty: 5598.384277
	Iteration 2Q: 3 clusters Score -1.02696e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -10270062.000000 Penalty: 5598.384277
	Iteration 3Q: 3 clusters Score -1.027006e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -10270637.000000 Penalty: 5598.384277
	Iteration 4Q: 3 clusters Score -1.027064e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -10271209.000000 Penalty: 5598.384277
	Iteration 5Q: 3 clusters Score -1.027121e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -10272131.000000 Penalty: 5598.384277
	Iteration 6Q: 3 clusters Score -1.027213e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -10273634.000000 Penalty: 5598.384277
	Iteration 7Q: 3 clusters Score -1.027363e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -10276238.000000 Penalty: 5598.384277
	Iteration 8F: 3 clusters Score -1.027624e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -10280679.000000 Penalty: 5598.384277
	Iteration 9F: 3 clusters Score -1.028068e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -10286811.000000 Penalty: 5598.384277
	Iteration 10F: 3 clusters Score -1.028681e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 73409 members 
Entering Unmasked Estep 
Score: -10293042.000000 Penalty: 5598.384277
	Iteration 11F: 3 clusters Score -1.029304e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -10296852.000000 Penalty: 5598.384277
	Iteration 12Q: 3 clusters Score -1.029685e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -10298375.000000 Penalty: 5598.384277
	Iteration 13Q: 3 clusters Score -1.029838e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -10298897.000000 Penalty: 5598.384277
	Iteration 14Q: 3 clusters Score -1.02989e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -10299075.000000 Penalty: 5598.384277
	Iteration 15Q: 3 clusters Score -1.029908e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 79485 members 
Entering Unmasked Estep 
Score: -10299182.000000 Penalty: 5598.384277
	Iteration 16Q: 3 clusters Score -1.029918e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -10299251.000000 Penalty: 5598.384277
	Iteration 17Q: 3 clusters Score -1.029925e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -10299264.000000 Penalty: 5598.384277
	Iteration 18Q: 3 clusters Score -1.029926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 79529 members 
Entering Unmasked Estep 
Score: -10299281.000000 Penalty: 5598.384277
	Iteration 19Q: 3 clusters Score -1.029928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -10299301.000000 Penalty: 5598.384277
	Iteration 20F: 3 clusters Score -1.02993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -10299313.000000 Penalty: 5598.384277
	Iteration 21Q: 3 clusters Score -1.029931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 79540 members 
Entering Unmasked Estep 
Score: -10299320.000000 Penalty: 5598.384277
	Iteration 22Q: 3 clusters Score -1.029932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -10299330.000000 Penalty: 5598.384277
	Iteration 23Q: 3 clusters Score -1.029933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -10299334.000000 Penalty: 5598.384277
	Iteration 24Q: 3 clusters Score -1.029933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -10299328.000000 Penalty: 5598.384277
	Iteration 25Q: 3 clusters Score -1.029933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -10299328.000000 Penalty: 5598.384277
	Iteration 26F: 3 clusters Score -1.029933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156770 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5825 members 
Mstep: Class 9 contains 17880 members 
Mstep: Class 10 contains 286432 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34137 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151098 members 
Mstep: Class 22 contains 46111 members 
Mstep: Class 23 contains 27489 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19638 members 
Mstep: Class 27 contains 105448 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737648.000000 Penalty: 111509.140625
Iteration 279Q: 33 clusters Score -1.577376e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156771 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5825 members 
Mstep: Class 9 contains 17880 members 
Mstep: Class 10 contains 286434 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 34138 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151096 members 
Mstep: Class 22 contains 46110 members 
Mstep: Class 23 contains 27488 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19640 members 
Mstep: Class 27 contains 105446 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737680.000000 Penalty: 111509.140625
Iteration 280F: 33 clusters Score -1.577377e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156770 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5825 members 
Mstep: Class 9 contains 17880 members 
Mstep: Class 10 contains 286435 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4840 members 
Mstep: Class 17 contains 34138 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151094 members 
Mstep: Class 22 contains 46111 members 
Mstep: Class 23 contains 27488 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19641 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737712.000000 Penalty: 111509.140625
Iteration 281Q: 33 clusters Score -1.577377e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156770 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 17880 members 
Mstep: Class 10 contains 286435 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4840 members 
Mstep: Class 17 contains 34138 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151094 members 
Mstep: Class 22 contains 46111 members 
Mstep: Class 23 contains 27488 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19642 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737696.000000 Penalty: 111509.140625
Iteration 282Q: 33 clusters Score -1.577377e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156772 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 17880 members 
Mstep: Class 10 contains 286433 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4840 members 
Mstep: Class 17 contains 34138 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151093 members 
Mstep: Class 22 contains 46111 members 
Mstep: Class 23 contains 27488 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19642 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737712.000000 Penalty: 111509.140625
Iteration 283Q: 33 clusters Score -1.577377e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156773 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 17880 members 
Mstep: Class 10 contains 286432 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4840 members 
Mstep: Class 17 contains 34138 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151093 members 
Mstep: Class 22 contains 46111 members 
Mstep: Class 23 contains 27488 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19642 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 111509.140625
Iteration 284Q: 33 clusters Score -1.577377e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156773 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 17880 members 
Mstep: Class 10 contains 286432 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4840 members 
Mstep: Class 17 contains 34138 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151093 members 
Mstep: Class 22 contains 46111 members 
Mstep: Class 23 contains 27488 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19642 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157737728.000000 Penalty: 111509.140625
Iteration 285F: 33 clusters Score -1.577377e+08 nChanged 0
Entering ConstructFrom: 
Score: -157737728.000000 Penalty: 111509.140625
Entering ConstructFrom: 
Trying to split cluster 1 (51419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Entering Unmasked Estep 
Score: -6703403.000000 Penalty: 2690.245117
	Iteration 0F: 2 clusters Score -6703403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -6668705.500000 Penalty: 5380.490234
	Iteration 0F: 3 clusters Score -6668706 nChanged 23820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -6682022.500000 Penalty: 5380.490234
	Iteration 1F: 3 clusters Score -6682022 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -6682637.000000 Penalty: 5380.490234
	Iteration 2Q: 3 clusters Score -6682637 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -6683429.500000 Penalty: 5380.490234
	Iteration 3Q: 3 clusters Score -6683430 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -6684654.500000 Penalty: 5380.490234
	Iteration 4Q: 3 clusters Score -6684654 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -6686622.000000 Penalty: 5380.490234
	Iteration 5F: 3 clusters Score -6686622 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -6689809.500000 Penalty: 5380.490234
	Iteration 6F: 3 clusters Score -6689810 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -6694019.500000 Penalty: 5380.490234
	Iteration 7F: 3 clusters Score -6694020 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -6697771.000000 Penalty: 5380.490234
	Iteration 8F: 3 clusters Score -6697771 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -6699727.000000 Penalty: 5380.490234
	Iteration 9Q: 3 clusters Score -6699727 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -6700442.000000 Penalty: 5380.490234
	Iteration 10Q: 3 clusters Score -6700442 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -6700715.000000 Penalty: 5380.490234
	Iteration 11Q: 3 clusters Score -6700715 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -6700839.500000 Penalty: 5380.490234
	Iteration 12Q: 3 clusters Score -6700840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -6700897.000000 Penalty: 5380.490234
	Iteration 13Q: 3 clusters Score -6700897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -6700946.000000 Penalty: 5380.490234
	Iteration 14Q: 3 clusters Score -6700946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -6700964.500000 Penalty: 5380.490234
	Iteration 15Q: 3 clusters Score -6700964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -6700971.000000 Penalty: 5380.490234
	Iteration 16Q: 3 clusters Score -6700971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -6700979.000000 Penalty: 5380.490234
	Iteration 17Q: 3 clusters Score -6700979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -6700983.000000 Penalty: 5380.490234
	Iteration 18Q: 3 clusters Score -6700983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -6700991.500000 Penalty: 5380.490234
	Iteration 19Q: 3 clusters Score -6700992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -6700997.000000 Penalty: 5380.490234
	Iteration 20F: 3 clusters Score -6700997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -6701012.000000 Penalty: 5380.490234
	Iteration 21Q: 3 clusters Score -6701012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -6701014.500000 Penalty: 5380.490234
	Iteration 22Q: 3 clusters Score -6701014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -6701019.000000 Penalty: 5380.490234
	Iteration 23Q: 3 clusters Score -6701019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -6701021.000000 Penalty: 5380.490234
	Iteration 24Q: 3 clusters Score -6701021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -6701021.000000 Penalty: 5380.490234
	Iteration 25F: 3 clusters Score -6701021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Entering Unmasked Estep 
Score: -3929783.000000 Penalty: 2556.570801
	Iteration 0F: 2 clusters Score -3929783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3909199.250000 Penalty: 5113.141602
	Iteration 0F: 3 clusters Score -3909199 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3916401.000000 Penalty: 5113.141602
	Iteration 1F: 3 clusters Score -3916401 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3916778.500000 Penalty: 5113.141602
	Iteration 2Q: 3 clusters Score -3916778 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3917170.000000 Penalty: 5113.141602
	Iteration 3Q: 3 clusters Score -3917170 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3917565.000000 Penalty: 5113.141602
	Iteration 4Q: 3 clusters Score -3917565 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3917998.250000 Penalty: 5113.141602
	Iteration 5Q: 3 clusters Score -3917998 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3918509.500000 Penalty: 5113.141602
	Iteration 6Q: 3 clusters Score -3918510 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3919186.250000 Penalty: 5113.141602
	Iteration 7Q: 3 clusters Score -3919186 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3920125.000000 Penalty: 5113.141602
	Iteration 8Q: 3 clusters Score -3920125 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3921299.250000 Penalty: 5113.141602
	Iteration 9F: 3 clusters Score -3921299 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3922660.000000 Penalty: 5113.141602
	Iteration 10F: 3 clusters Score -3922660 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3923943.000000 Penalty: 5113.141602
	Iteration 11Q: 3 clusters Score -3923943 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3925004.750000 Penalty: 5113.141602
	Iteration 12Q: 3 clusters Score -3925005 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3925774.000000 Penalty: 5113.141602
	Iteration 13Q: 3 clusters Score -3925774 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3926216.500000 Penalty: 5113.141602
	Iteration 14Q: 3 clusters Score -3926216 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3926486.500000 Penalty: 5113.141602
	Iteration 15Q: 3 clusters Score -3926486 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3926666.000000 Penalty: 5113.141602
	Iteration 16Q: 3 clusters Score -3926666 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -3926783.500000 Penalty: 5113.141602
	Iteration 17Q: 3 clusters Score -3926784 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3926846.250000 Penalty: 5113.141602
	Iteration 18Q: 3 clusters Score -3926846 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -3926903.500000 Penalty: 5113.141602
	Iteration 19Q: 3 clusters Score -3926904 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3926940.250000 Penalty: 5113.141602
	Iteration 20F: 3 clusters Score -3926940 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -3926963.000000 Penalty: 5113.141602
	Iteration 21Q: 3 clusters Score -3926963 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3926994.250000 Penalty: 5113.141602
	Iteration 22Q: 3 clusters Score -3926994 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3927026.500000 Penalty: 5113.141602
	Iteration 23Q: 3 clusters Score -3927026 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -3927051.250000 Penalty: 5113.141602
	Iteration 24Q: 3 clusters Score -3927051 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3927053.500000 Penalty: 5113.141602
	Iteration 25Q: 3 clusters Score -3927054 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3927073.000000 Penalty: 5113.141602
	Iteration 26Q: 3 clusters Score -3927073 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3927087.000000 Penalty: 5113.141602
	Iteration 27Q: 3 clusters Score -3927087 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3927105.000000 Penalty: 5113.141602
	Iteration 28Q: 3 clusters Score -3927105 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3927102.750000 Penalty: 5113.141602
	Iteration 29Q: 3 clusters Score -3927103 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3927116.000000 Penalty: 5113.141602
	Iteration 30Q: 3 clusters Score -3927116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3927128.750000 Penalty: 5113.141602
	Iteration 31Q: 3 clusters Score -3927129 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3927162.750000 Penalty: 5113.141602
	Iteration 32Q: 3 clusters Score -3927163 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3927169.000000 Penalty: 5113.141602
	Iteration 33Q: 3 clusters Score -3927169 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3927191.500000 Penalty: 5113.141602
	Iteration 34Q: 3 clusters Score -3927192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3927187.250000 Penalty: 5113.141602
	Iteration 35Q: 3 clusters Score -3927187 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -3927205.250000 Penalty: 5113.141602
	Iteration 36Q: 3 clusters Score -3927205 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3927221.500000 Penalty: 5113.141602
	Iteration 37Q: 3 clusters Score -3927222 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3927233.250000 Penalty: 5113.141602
	Iteration 38Q: 3 clusters Score -3927233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3927255.000000 Penalty: 5113.141602
	Iteration 39Q: 3 clusters Score -3927255 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3927258.000000 Penalty: 5113.141602
	Iteration 40F: 3 clusters Score -3927258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3927263.750000 Penalty: 5113.141602
	Iteration 41Q: 3 clusters Score -3927264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3927279.500000 Penalty: 5113.141602
	Iteration 42Q: 3 clusters Score -3927280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3927290.250000 Penalty: 5113.141602
	Iteration 43Q: 3 clusters Score -3927290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3927307.250000 Penalty: 5113.141602
	Iteration 44Q: 3 clusters Score -3927307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3927319.250000 Penalty: 5113.141602
	Iteration 45Q: 3 clusters Score -3927319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3927323.250000 Penalty: 5113.141602
	Iteration 46Q: 3 clusters Score -3927323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3927322.000000 Penalty: 5113.141602
	Iteration 47Q: 3 clusters Score -3927322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3927333.500000 Penalty: 5113.141602
	Iteration 48Q: 3 clusters Score -3927334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3927339.000000 Penalty: 5113.141602
	Iteration 49Q: 3 clusters Score -3927339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3927347.500000 Penalty: 5113.141602
	Iteration 50Q: 3 clusters Score -3927348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3927341.250000 Penalty: 5113.141602
	Iteration 51Q: 3 clusters Score -3927341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3927356.750000 Penalty: 5113.141602
	Iteration 52Q: 3 clusters Score -3927357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3927361.500000 Penalty: 5113.141602
	Iteration 53Q: 3 clusters Score -3927362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -3927376.000000 Penalty: 5113.141602
	Iteration 54Q: 3 clusters Score -3927376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3927377.250000 Penalty: 5113.141602
	Iteration 55Q: 3 clusters Score -3927377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3927389.000000 Penalty: 5113.141602
	Iteration 56Q: 3 clusters Score -3927389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3927390.750000 Penalty: 5113.141602
	Iteration 57Q: 3 clusters Score -3927391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3927398.000000 Penalty: 5113.141602
	Iteration 58Q: 3 clusters Score -3927398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3927409.500000 Penalty: 5113.141602
	Iteration 59Q: 3 clusters Score -3927410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3927416.500000 Penalty: 5113.141602
	Iteration 60F: 3 clusters Score -3927416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3927417.500000 Penalty: 5113.141602
	Iteration 61Q: 3 clusters Score -3927418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3927410.500000 Penalty: 5113.141602
	Iteration 62Q: 3 clusters Score -3927410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3927430.000000 Penalty: 5113.141602
	Iteration 63Q: 3 clusters Score -3927430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3927436.500000 Penalty: 5113.141602
	Iteration 64Q: 3 clusters Score -3927436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3927457.000000 Penalty: 5113.141602
	Iteration 65Q: 3 clusters Score -3927457 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3927463.500000 Penalty: 5113.141602
	Iteration 66Q: 3 clusters Score -3927464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3927473.250000 Penalty: 5113.141602
	Iteration 67Q: 3 clusters Score -3927473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3927478.500000 Penalty: 5113.141602
	Iteration 68Q: 3 clusters Score -3927478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3927483.250000 Penalty: 5113.141602
	Iteration 69Q: 3 clusters Score -3927483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3927492.000000 Penalty: 5113.141602
	Iteration 70Q: 3 clusters Score -3927492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3927491.000000 Penalty: 5113.141602
	Iteration 71Q: 3 clusters Score -3927491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3927496.500000 Penalty: 5113.141602
	Iteration 72Q: 3 clusters Score -3927496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3927496.000000 Penalty: 5113.141602
	Iteration 73Q: 3 clusters Score -3927496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3927498.750000 Penalty: 5113.141602
	Iteration 74Q: 3 clusters Score -3927499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3927509.500000 Penalty: 5113.141602
	Iteration 75Q: 3 clusters Score -3927510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3927508.250000 Penalty: 5113.141602
	Iteration 76Q: 3 clusters Score -3927508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3927505.750000 Penalty: 5113.141602
	Iteration 77Q: 3 clusters Score -3927506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3927510.750000 Penalty: 5113.141602
	Iteration 78Q: 3 clusters Score -3927511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3927511.250000 Penalty: 5113.141602
	Iteration 79Q: 3 clusters Score -3927511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3927515.250000 Penalty: 5113.141602
	Iteration 80F: 3 clusters Score -3927515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3927509.750000 Penalty: 5113.141602
	Iteration 81Q: 3 clusters Score -3927510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3927514.500000 Penalty: 5113.141602
	Iteration 82Q: 3 clusters Score -3927514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3927510.000000 Penalty: 5113.141602
	Iteration 83Q: 3 clusters Score -3927510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3927517.000000 Penalty: 5113.141602
	Iteration 84Q: 3 clusters Score -3927517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3927519.250000 Penalty: 5113.141602
	Iteration 85Q: 3 clusters Score -3927519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3927524.250000 Penalty: 5113.141602
	Iteration 86Q: 3 clusters Score -3927524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3927526.250000 Penalty: 5113.141602
	Iteration 87Q: 3 clusters Score -3927526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3927536.500000 Penalty: 5113.141602
	Iteration 88Q: 3 clusters Score -3927536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3927538.750000 Penalty: 5113.141602
	Iteration 89Q: 3 clusters Score -3927539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3927549.750000 Penalty: 5113.141602
	Iteration 90Q: 3 clusters Score -3927550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3927552.250000 Penalty: 5113.141602
	Iteration 91Q: 3 clusters Score -3927552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3927550.000000 Penalty: 5113.141602
	Iteration 92Q: 3 clusters Score -3927550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3927551.250000 Penalty: 5113.141602
	Iteration 93Q: 3 clusters Score -3927551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3927552.000000 Penalty: 5113.141602
	Iteration 94Q: 3 clusters Score -3927552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3927556.000000 Penalty: 5113.141602
	Iteration 95Q: 3 clusters Score -3927556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3927558.250000 Penalty: 5113.141602
	Iteration 96Q: 3 clusters Score -3927558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3927562.250000 Penalty: 5113.141602
	Iteration 97Q: 3 clusters Score -3927562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3927564.000000 Penalty: 5113.141602
	Iteration 98Q: 3 clusters Score -3927564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3927570.000000 Penalty: 5113.141602
	Iteration 99Q: 3 clusters Score -3927570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3927563.250000 Penalty: 5113.141602
	Iteration 100F: 3 clusters Score -3927563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3927565.750000 Penalty: 5113.141602
	Iteration 101Q: 3 clusters Score -3927566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3927564.500000 Penalty: 5113.141602
	Iteration 102Q: 3 clusters Score -3927564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3927563.750000 Penalty: 5113.141602
	Iteration 103Q: 3 clusters Score -3927564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3927566.750000 Penalty: 5113.141602
	Iteration 104Q: 3 clusters Score -3927567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3927569.750000 Penalty: 5113.141602
	Iteration 105Q: 3 clusters Score -3927570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3927567.000000 Penalty: 5113.141602
	Iteration 106Q: 3 clusters Score -3927567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3927566.500000 Penalty: 5113.141602
	Iteration 107Q: 3 clusters Score -3927566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3927567.750000 Penalty: 5113.141602
	Iteration 108Q: 3 clusters Score -3927568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3927568.750000 Penalty: 5113.141602
	Iteration 109Q: 3 clusters Score -3927569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3927568.500000 Penalty: 5113.141602
	Iteration 110Q: 3 clusters Score -3927568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3927572.000000 Penalty: 5113.141602
	Iteration 111Q: 3 clusters Score -3927572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3927569.250000 Penalty: 5113.141602
	Iteration 112Q: 3 clusters Score -3927569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3927569.000000 Penalty: 5113.141602
	Iteration 113Q: 3 clusters Score -3927569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3927569.000000 Penalty: 5113.141602
	Iteration 114F: 3 clusters Score -3927569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Entering Unmasked Estep 
Score: -5574459.000000 Penalty: 2651.151123
	Iteration 0F: 2 clusters Score -5574459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -5544808.000000 Penalty: 5302.302246
	Iteration 0F: 3 clusters Score -5544808 nChanged 20161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -5555816.000000 Penalty: 5302.302246
	Iteration 1F: 3 clusters Score -5555816 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -5556249.500000 Penalty: 5302.302246
	Iteration 2Q: 3 clusters Score -5556250 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -5556723.500000 Penalty: 5302.302246
	Iteration 3Q: 3 clusters Score -5556724 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -5557219.500000 Penalty: 5302.302246
	Iteration 4Q: 3 clusters Score -5557220 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -5557815.500000 Penalty: 5302.302246
	Iteration 5Q: 3 clusters Score -5557816 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -5558572.500000 Penalty: 5302.302246
	Iteration 6Q: 3 clusters Score -5558572 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -5559536.000000 Penalty: 5302.302246
	Iteration 7Q: 3 clusters Score -5559536 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -5560837.500000 Penalty: 5302.302246
	Iteration 8F: 3 clusters Score -5560838 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -5562480.000000 Penalty: 5302.302246
	Iteration 9F: 3 clusters Score -5562480 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -5564325.500000 Penalty: 5302.302246
	Iteration 10F: 3 clusters Score -5564326 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -5566206.500000 Penalty: 5302.302246
	Iteration 11F: 3 clusters Score -5566206 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -5567769.500000 Penalty: 5302.302246
	Iteration 12Q: 3 clusters Score -5567770 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5569314.000000 Penalty: 5302.302246
	Iteration 13Q: 3 clusters Score -5569314 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5570672.000000 Penalty: 5302.302246
	Iteration 14Q: 3 clusters Score -5570672 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5571465.500000 Penalty: 5302.302246
	Iteration 15Q: 3 clusters Score -5571466 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5571840.000000 Penalty: 5302.302246
	Iteration 16Q: 3 clusters Score -5571840 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5572008.500000 Penalty: 5302.302246
	Iteration 17Q: 3 clusters Score -5572008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5572112.500000 Penalty: 5302.302246
	Iteration 18Q: 3 clusters Score -5572112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5572162.000000 Penalty: 5302.302246
	Iteration 19Q: 3 clusters Score -5572162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5572188.500000 Penalty: 5302.302246
	Iteration 20F: 3 clusters Score -5572188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5572198.500000 Penalty: 5302.302246
	Iteration 21Q: 3 clusters Score -5572198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5572209.500000 Penalty: 5302.302246
	Iteration 22Q: 3 clusters Score -5572210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5572214.500000 Penalty: 5302.302246
	Iteration 23Q: 3 clusters Score -5572214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5572216.000000 Penalty: 5302.302246
	Iteration 24Q: 3 clusters Score -5572216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5572219.500000 Penalty: 5302.302246
	Iteration 25Q: 3 clusters Score -5572220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5572218.500000 Penalty: 5302.302246
	Iteration 26Q: 3 clusters Score -5572218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5572219.000000 Penalty: 5302.302246
	Iteration 27Q: 3 clusters Score -5572219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5572224.000000 Penalty: 5302.302246
	Iteration 28Q: 3 clusters Score -5572224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5572218.000000 Penalty: 5302.302246
	Iteration 29Q: 3 clusters Score -5572218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5572218.000000 Penalty: 5302.302246
	Iteration 30F: 3 clusters Score -5572218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Entering Unmasked Estep 
Score: -459130.562500 Penalty: 2027.466064
	Iteration 0F: 2 clusters Score -459130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -455466.250000 Penalty: 4054.932129
	Iteration 0F: 3 clusters Score -455466.2 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -456252.250000 Penalty: 4054.932129
	Iteration 1F: 3 clusters Score -456252.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -456390.250000 Penalty: 4054.932129
	Iteration 2F: 3 clusters Score -456390.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -456485.468750 Penalty: 4054.932129
	Iteration 3Q: 3 clusters Score -456485.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -456554.187500 Penalty: 4054.932129
	Iteration 4Q: 3 clusters Score -456554.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -456592.343750 Penalty: 4054.932129
	Iteration 5Q: 3 clusters Score -456592.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -456611.968750 Penalty: 4054.932129
	Iteration 6Q: 3 clusters Score -456612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -456633.781250 Penalty: 4054.932129
	Iteration 7Q: 3 clusters Score -456633.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -456654.937500 Penalty: 4054.932129
	Iteration 8Q: 3 clusters Score -456654.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -456669.718750 Penalty: 4054.932129
	Iteration 9Q: 3 clusters Score -456669.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -456678.437500 Penalty: 4054.932129
	Iteration 10Q: 3 clusters Score -456678.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -456685.468750 Penalty: 4054.932129
	Iteration 11Q: 3 clusters Score -456685.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -456692.406250 Penalty: 4054.932129
	Iteration 12Q: 3 clusters Score -456692.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -456700.937500 Penalty: 4054.932129
	Iteration 13Q: 3 clusters Score -456700.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -456709.843750 Penalty: 4054.932129
	Iteration 14Q: 3 clusters Score -456709.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -456716.062500 Penalty: 4054.932129
	Iteration 15Q: 3 clusters Score -456716.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -456718.500000 Penalty: 4054.932129
	Iteration 16Q: 3 clusters Score -456718.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -456720.218750 Penalty: 4054.932129
	Iteration 17Q: 3 clusters Score -456720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -456721.625000 Penalty: 4054.932129
	Iteration 18Q: 3 clusters Score -456721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -456722.781250 Penalty: 4054.932129
	Iteration 19Q: 3 clusters Score -456722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -456725.281250 Penalty: 4054.932129
	Iteration 20F: 3 clusters Score -456725.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -456726.468750 Penalty: 4054.932129
	Iteration 21Q: 3 clusters Score -456726.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -456729.781250 Penalty: 4054.932129
	Iteration 22Q: 3 clusters Score -456729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -456731.093750 Penalty: 4054.932129
	Iteration 23Q: 3 clusters Score -456731.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -456731.562500 Penalty: 4054.932129
	Iteration 24Q: 3 clusters Score -456731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -456732.875000 Penalty: 4054.932129
	Iteration 25Q: 3 clusters Score -456732.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -456734.312500 Penalty: 4054.932129
	Iteration 26Q: 3 clusters Score -456734.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -456735.125000 Penalty: 4054.932129
	Iteration 27Q: 3 clusters Score -456735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -456735.343750 Penalty: 4054.932129
	Iteration 28Q: 3 clusters Score -456735.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -456735.218750 Penalty: 4054.932129
	Iteration 29Q: 3 clusters Score -456735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -456735.218750 Penalty: 4054.932129
	Iteration 30F: 3 clusters Score -456735.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (156773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156773 members 
Entering Unmasked Estep 
Score: -20303812.000000 Penalty: 2966.713379
	Iteration 0F: 2 clusters Score -2.030381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -20201498.000000 Penalty: 5933.426758
	Iteration 0F: 3 clusters Score -2.02015e+07 nChanged 75089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 71203 members 
Entering Unmasked Estep 
Score: -20245646.000000 Penalty: 5933.426758
	Iteration 1F: 3 clusters Score -2.024565e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89478 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -20247552.000000 Penalty: 5933.426758
	Iteration 2Q: 3 clusters Score -2.024755e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95364 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -20250312.000000 Penalty: 5933.426758
	Iteration 3Q: 3 clusters Score -2.025031e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -20255646.000000 Penalty: 5933.426758
	Iteration 4F: 3 clusters Score -2.025565e+07 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115714 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -20264450.000000 Penalty: 5933.426758
	Iteration 5F: 3 clusters Score -2.026445e+07 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129727 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -20276920.000000 Penalty: 5933.426758
	Iteration 6F: 3 clusters Score -2.027692e+07 nChanged 13026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142751 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -20289136.000000 Penalty: 5933.426758
	Iteration 7F: 3 clusters Score -2.028914e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151255 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -20296734.000000 Penalty: 5933.426758
	Iteration 8F: 3 clusters Score -2.029673e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -20299652.000000 Penalty: 5933.426758
	Iteration 9Q: 3 clusters Score -2.029965e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155979 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -20300484.000000 Penalty: 5933.426758
	Iteration 10Q: 3 clusters Score -2.030048e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156298 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -20300896.000000 Penalty: 5933.426758
	Iteration 11Q: 3 clusters Score -2.03009e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156394 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -20301050.000000 Penalty: 5933.426758
	Iteration 12Q: 3 clusters Score -2.030105e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156427 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -20301154.000000 Penalty: 5933.426758
	Iteration 13Q: 3 clusters Score -2.030115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -20301194.000000 Penalty: 5933.426758
	Iteration 14Q: 3 clusters Score -2.030119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156453 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -20301224.000000 Penalty: 5933.426758
	Iteration 15Q: 3 clusters Score -2.030122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -20301228.000000 Penalty: 5933.426758
	Iteration 16Q: 3 clusters Score -2.030123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -20301214.000000 Penalty: 5933.426758
	Iteration 17Q: 3 clusters Score -2.030121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156457 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20301222.000000 Penalty: 5933.426758
	Iteration 18Q: 3 clusters Score -2.030122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20301224.000000 Penalty: 5933.426758
	Iteration 19Q: 3 clusters Score -2.030122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156457 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20301232.000000 Penalty: 5933.426758
	Iteration 20F: 3 clusters Score -2.030123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20301238.000000 Penalty: 5933.426758
	Iteration 21Q: 3 clusters Score -2.030124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156457 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20301244.000000 Penalty: 5933.426758
	Iteration 22Q: 3 clusters Score -2.030124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156457 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20301244.000000 Penalty: 5933.426758
	Iteration 23F: 3 clusters Score -2.030124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -300101.125000 Penalty: 1941.452271
	Iteration 0F: 2 clusters Score -300101.1 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 1196 members 
Entering Unmasked Estep 
Score: -297197.343750 Penalty: 3882.904541
	Iteration 0F: 3 clusters Score -297197.3 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -297733.250000 Penalty: 3882.904541
	Iteration 1F: 3 clusters Score -297733.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -297862.468750 Penalty: 3882.904541
	Iteration 2F: 3 clusters Score -297862.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -297948.625000 Penalty: 3882.904541
	Iteration 3Q: 3 clusters Score -297948.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -298000.781250 Penalty: 3882.904541
	Iteration 4Q: 3 clusters Score -298000.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -298029.375000 Penalty: 3882.904541
	Iteration 5Q: 3 clusters Score -298029.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -298051.687500 Penalty: 3882.904541
	Iteration 6Q: 3 clusters Score -298051.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -298078.781250 Penalty: 3882.904541
	Iteration 7Q: 3 clusters Score -298078.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -298096.312500 Penalty: 3882.904541
	Iteration 8Q: 3 clusters Score -298096.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -298116.625000 Penalty: 3882.904541
	Iteration 9Q: 3 clusters Score -298116.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -298137.531250 Penalty: 3882.904541
	Iteration 10Q: 3 clusters Score -298137.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -298154.187500 Penalty: 3882.904541
	Iteration 11Q: 3 clusters Score -298154.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -298167.218750 Penalty: 3882.904541
	Iteration 12Q: 3 clusters Score -298167.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -298175.687500 Penalty: 3882.904541
	Iteration 13Q: 3 clusters Score -298175.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -298182.281250 Penalty: 3882.904541
	Iteration 14Q: 3 clusters Score -298182.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -298186.593750 Penalty: 3882.904541
	Iteration 15Q: 3 clusters Score -298186.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -298193.593750 Penalty: 3882.904541
	Iteration 16Q: 3 clusters Score -298193.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -298201.312500 Penalty: 3882.904541
	Iteration 17Q: 3 clusters Score -298201.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -298205.312500 Penalty: 3882.904541
	Iteration 18Q: 3 clusters Score -298205.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -298211.187500 Penalty: 3882.904541
	Iteration 19Q: 3 clusters Score -298211.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -298218.906250 Penalty: 3882.904541
	Iteration 20F: 3 clusters Score -298218.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -298224.062500 Penalty: 3882.904541
	Iteration 21Q: 3 clusters Score -298224.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -298228.906250 Penalty: 3882.904541
	Iteration 22Q: 3 clusters Score -298228.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -298232.437500 Penalty: 3882.904541
	Iteration 23Q: 3 clusters Score -298232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -298237.250000 Penalty: 3882.904541
	Iteration 24Q: 3 clusters Score -298237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -298244.500000 Penalty: 3882.904541
	Iteration 25Q: 3 clusters Score -298244.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -298254.625000 Penalty: 3882.904541
	Iteration 26Q: 3 clusters Score -298254.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -298261.250000 Penalty: 3882.904541
	Iteration 27Q: 3 clusters Score -298261.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -298266.812500 Penalty: 3882.904541
	Iteration 28Q: 3 clusters Score -298266.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -298274.843750 Penalty: 3882.904541
	Iteration 29Q: 3 clusters Score -298274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -298278.500000 Penalty: 3882.904541
	Iteration 30Q: 3 clusters Score -298278.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -298281.062500 Penalty: 3882.904541
	Iteration 31Q: 3 clusters Score -298281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -298288.031250 Penalty: 3882.904541
	Iteration 32Q: 3 clusters Score -298288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -298297.000000 Penalty: 3882.904541
	Iteration 33Q: 3 clusters Score -298297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -298304.343750 Penalty: 3882.904541
	Iteration 34Q: 3 clusters Score -298304.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -298307.812500 Penalty: 3882.904541
	Iteration 35Q: 3 clusters Score -298307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -298310.062500 Penalty: 3882.904541
	Iteration 36Q: 3 clusters Score -298310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -298312.375000 Penalty: 3882.904541
	Iteration 37Q: 3 clusters Score -298312.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -298314.875000 Penalty: 3882.904541
	Iteration 38Q: 3 clusters Score -298314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -298316.937500 Penalty: 3882.904541
	Iteration 39Q: 3 clusters Score -298316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -298318.687500 Penalty: 3882.904541
	Iteration 40F: 3 clusters Score -298318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -298319.250000 Penalty: 3882.904541
	Iteration 41Q: 3 clusters Score -298319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -298320.125000 Penalty: 3882.904541
	Iteration 42Q: 3 clusters Score -298320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -298320.125000 Penalty: 3882.904541
	Iteration 43F: 3 clusters Score -298320.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Entering Unmasked Estep 
Score: -549461.625000 Penalty: 2084.364746
	Iteration 0F: 2 clusters Score -549461.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -545264.812500 Penalty: 4168.729492
	Iteration 0F: 3 clusters Score -545264.8 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -546252.812500 Penalty: 4168.729492
	Iteration 1F: 3 clusters Score -546252.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -546520.937500 Penalty: 4168.729492
	Iteration 2F: 3 clusters Score -546520.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -546762.062500 Penalty: 4168.729492
	Iteration 3F: 3 clusters Score -546762.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -546992.562500 Penalty: 4168.729492
	Iteration 4F: 3 clusters Score -546992.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -547251.062500 Penalty: 4168.729492
	Iteration 5F: 3 clusters Score -547251.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -547499.375000 Penalty: 4168.729492
	Iteration 6F: 3 clusters Score -547499.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -547720.375000 Penalty: 4168.729492
	Iteration 7F: 3 clusters Score -547720.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -547898.062500 Penalty: 4168.729492
	Iteration 8Q: 3 clusters Score -547898.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -548004.000000 Penalty: 4168.729492
	Iteration 9Q: 3 clusters Score -548004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -548093.187500 Penalty: 4168.729492
	Iteration 10Q: 3 clusters Score -548093.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -548150.812500 Penalty: 4168.729492
	Iteration 11Q: 3 clusters Score -548150.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -548189.437500 Penalty: 4168.729492
	Iteration 12Q: 3 clusters Score -548189.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -548214.875000 Penalty: 4168.729492
	Iteration 13Q: 3 clusters Score -548214.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -548234.500000 Penalty: 4168.729492
	Iteration 14Q: 3 clusters Score -548234.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -548253.062500 Penalty: 4168.729492
	Iteration 15Q: 3 clusters Score -548253.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -548265.500000 Penalty: 4168.729492
	Iteration 16Q: 3 clusters Score -548265.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -548277.687500 Penalty: 4168.729492
	Iteration 17Q: 3 clusters Score -548277.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -548285.187500 Penalty: 4168.729492
	Iteration 18Q: 3 clusters Score -548285.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -548288.375000 Penalty: 4168.729492
	Iteration 19Q: 3 clusters Score -548288.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -548295.875000 Penalty: 4168.729492
	Iteration 20F: 3 clusters Score -548295.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -548297.875000 Penalty: 4168.729492
	Iteration 21Q: 3 clusters Score -548297.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -548303.500000 Penalty: 4168.729492
	Iteration 22Q: 3 clusters Score -548303.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -548309.062500 Penalty: 4168.729492
	Iteration 23Q: 3 clusters Score -548309.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -548313.250000 Penalty: 4168.729492
	Iteration 24Q: 3 clusters Score -548313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -548314.562500 Penalty: 4168.729492
	Iteration 25Q: 3 clusters Score -548314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -548317.125000 Penalty: 4168.729492
	Iteration 26Q: 3 clusters Score -548317.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -548319.125000 Penalty: 4168.729492
	Iteration 27Q: 3 clusters Score -548319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -548319.750000 Penalty: 4168.729492
	Iteration 28Q: 3 clusters Score -548319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -548319.812500 Penalty: 4168.729492
	Iteration 29Q: 3 clusters Score -548319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -548322.375000 Penalty: 4168.729492
	Iteration 30Q: 3 clusters Score -548322.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -548322.875000 Penalty: 4168.729492
	Iteration 31Q: 3 clusters Score -548322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -548325.000000 Penalty: 4168.729492
	Iteration 32Q: 3 clusters Score -548325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -548325.125000 Penalty: 4168.729492
	Iteration 33Q: 3 clusters Score -548325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -548325.500000 Penalty: 4168.729492
	Iteration 34Q: 3 clusters Score -548325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -548327.000000 Penalty: 4168.729492
	Iteration 35Q: 3 clusters Score -548327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -548328.250000 Penalty: 4168.729492
	Iteration 36Q: 3 clusters Score -548328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -548329.562500 Penalty: 4168.729492
	Iteration 37Q: 3 clusters Score -548329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -548331.437500 Penalty: 4168.729492
	Iteration 38Q: 3 clusters Score -548331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -548331.375000 Penalty: 4168.729492
	Iteration 39Q: 3 clusters Score -548331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -548333.250000 Penalty: 4168.729492
	Iteration 40F: 3 clusters Score -548333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -548333.812500 Penalty: 4168.729492
	Iteration 41Q: 3 clusters Score -548333.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -548333.812500 Penalty: 4168.729492
	Iteration 42F: 3 clusters Score -548333.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Entering Unmasked Estep 
Score: -715004.500000 Penalty: 2150.096191
	Iteration 0F: 2 clusters Score -715004.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -709977.625000 Penalty: 4300.192383
	Iteration 0F: 3 clusters Score -709977.6 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -711327.750000 Penalty: 4300.192383
	Iteration 1F: 3 clusters Score -711327.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -711627.312500 Penalty: 4300.192383
	Iteration 2F: 3 clusters Score -711627.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -711812.312500 Penalty: 4300.192383
	Iteration 3F: 3 clusters Score -711812.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -711962.875000 Penalty: 4300.192383
	Iteration 4Q: 3 clusters Score -711962.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -712086.375000 Penalty: 4300.192383
	Iteration 5Q: 3 clusters Score -712086.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -712194.750000 Penalty: 4300.192383
	Iteration 6Q: 3 clusters Score -712194.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -712282.875000 Penalty: 4300.192383
	Iteration 7Q: 3 clusters Score -712282.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -712367.312500 Penalty: 4300.192383
	Iteration 8Q: 3 clusters Score -712367.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -712456.625000 Penalty: 4300.192383
	Iteration 9Q: 3 clusters Score -712456.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -712534.375000 Penalty: 4300.192383
	Iteration 10Q: 3 clusters Score -712534.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -712614.000000 Penalty: 4300.192383
	Iteration 11Q: 3 clusters Score -712614 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -712684.125000 Penalty: 4300.192383
	Iteration 12Q: 3 clusters Score -712684.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -712766.250000 Penalty: 4300.192383
	Iteration 13Q: 3 clusters Score -712766.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -712842.812500 Penalty: 4300.192383
	Iteration 14Q: 3 clusters Score -712842.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -712916.625000 Penalty: 4300.192383
	Iteration 15Q: 3 clusters Score -712916.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -712972.812500 Penalty: 4300.192383
	Iteration 16Q: 3 clusters Score -712972.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -713013.000000 Penalty: 4300.192383
	Iteration 17Q: 3 clusters Score -713013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -713045.375000 Penalty: 4300.192383
	Iteration 18Q: 3 clusters Score -713045.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -713081.625000 Penalty: 4300.192383
	Iteration 19Q: 3 clusters Score -713081.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -713122.687500 Penalty: 4300.192383
	Iteration 20F: 3 clusters Score -713122.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -713150.750000 Penalty: 4300.192383
	Iteration 21Q: 3 clusters Score -713150.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -713175.125000 Penalty: 4300.192383
	Iteration 22Q: 3 clusters Score -713175.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -713201.250000 Penalty: 4300.192383
	Iteration 23Q: 3 clusters Score -713201.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -713220.562500 Penalty: 4300.192383
	Iteration 24Q: 3 clusters Score -713220.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -713244.312500 Penalty: 4300.192383
	Iteration 25Q: 3 clusters Score -713244.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -713267.937500 Penalty: 4300.192383
	Iteration 26Q: 3 clusters Score -713267.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -713286.625000 Penalty: 4300.192383
	Iteration 27Q: 3 clusters Score -713286.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -713301.625000 Penalty: 4300.192383
	Iteration 28Q: 3 clusters Score -713301.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -713315.250000 Penalty: 4300.192383
	Iteration 29Q: 3 clusters Score -713315.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -713327.625000 Penalty: 4300.192383
	Iteration 30Q: 3 clusters Score -713327.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -713338.937500 Penalty: 4300.192383
	Iteration 31Q: 3 clusters Score -713338.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -713348.625000 Penalty: 4300.192383
	Iteration 32Q: 3 clusters Score -713348.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -713362.312500 Penalty: 4300.192383
	Iteration 33Q: 3 clusters Score -713362.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -713376.125000 Penalty: 4300.192383
	Iteration 34Q: 3 clusters Score -713376.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -713389.125000 Penalty: 4300.192383
	Iteration 35Q: 3 clusters Score -713389.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -713396.937500 Penalty: 4300.192383
	Iteration 36Q: 3 clusters Score -713396.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -713402.500000 Penalty: 4300.192383
	Iteration 37Q: 3 clusters Score -713402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -713404.500000 Penalty: 4300.192383
	Iteration 38Q: 3 clusters Score -713404.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -713409.312500 Penalty: 4300.192383
	Iteration 39Q: 3 clusters Score -713409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -713411.062500 Penalty: 4300.192383
	Iteration 40F: 3 clusters Score -713411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -713410.812500 Penalty: 4300.192383
	Iteration 41Q: 3 clusters Score -713410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -713410.812500 Penalty: 4300.192383
	Iteration 42F: 3 clusters Score -713410.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Entering Unmasked Estep 
Score: -2202053.750000 Penalty: 2428.276611
	Iteration 0F: 2 clusters Score -2202054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2189383.750000 Penalty: 4856.553223
	Iteration 0F: 3 clusters Score -2189384 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2193614.750000 Penalty: 4856.553223
	Iteration 1F: 3 clusters Score -2193615 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2194176.250000 Penalty: 4856.553223
	Iteration 2F: 3 clusters Score -2194176 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2194684.500000 Penalty: 4856.553223
	Iteration 3F: 3 clusters Score -2194684 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2195167.000000 Penalty: 4856.553223
	Iteration 4F: 3 clusters Score -2195167 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2195662.000000 Penalty: 4856.553223
	Iteration 5F: 3 clusters Score -2195662 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2196218.000000 Penalty: 4856.553223
	Iteration 6F: 3 clusters Score -2196218 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2196871.500000 Penalty: 4856.553223
	Iteration 7F: 3 clusters Score -2196872 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2197586.750000 Penalty: 4856.553223
	Iteration 8F: 3 clusters Score -2197587 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2198203.750000 Penalty: 4856.553223
	Iteration 9Q: 3 clusters Score -2198204 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2198714.250000 Penalty: 4856.553223
	Iteration 10Q: 3 clusters Score -2198714 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2199091.000000 Penalty: 4856.553223
	Iteration 11Q: 3 clusters Score -2199091 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2199367.750000 Penalty: 4856.553223
	Iteration 12Q: 3 clusters Score -2199368 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2199560.000000 Penalty: 4856.553223
	Iteration 13Q: 3 clusters Score -2199560 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2199700.500000 Penalty: 4856.553223
	Iteration 14Q: 3 clusters Score -2199700 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2199782.500000 Penalty: 4856.553223
	Iteration 15Q: 3 clusters Score -2199782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2199833.250000 Penalty: 4856.553223
	Iteration 16Q: 3 clusters Score -2199833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2199884.750000 Penalty: 4856.553223
	Iteration 17Q: 3 clusters Score -2199885 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2199927.000000 Penalty: 4856.553223
	Iteration 18Q: 3 clusters Score -2199927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2199948.750000 Penalty: 4856.553223
	Iteration 19Q: 3 clusters Score -2199949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2199966.750000 Penalty: 4856.553223
	Iteration 20F: 3 clusters Score -2199967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2199976.500000 Penalty: 4856.553223
	Iteration 21Q: 3 clusters Score -2199976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2199982.250000 Penalty: 4856.553223
	Iteration 22Q: 3 clusters Score -2199982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2199987.250000 Penalty: 4856.553223
	Iteration 23Q: 3 clusters Score -2199987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2199991.500000 Penalty: 4856.553223
	Iteration 24Q: 3 clusters Score -2199992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2199994.250000 Penalty: 4856.553223
	Iteration 25Q: 3 clusters Score -2199994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2199996.250000 Penalty: 4856.553223
	Iteration 26Q: 3 clusters Score -2199996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2199996.250000 Penalty: 4856.553223
	Iteration 27F: 3 clusters Score -2199996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (286432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286432 members 
Entering Unmasked Estep 
Score: -36951932.000000 Penalty: 3116.183594
	Iteration 0F: 2 clusters Score -3.695193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143549 members 
Mstep: Class 2 contains 142883 members 
Entering Unmasked Estep 
Score: -36780664.000000 Penalty: 6232.367188
	Iteration 0F: 3 clusters Score -3.678066e+07 nChanged 138475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152152 members 
Mstep: Class 2 contains 134280 members 
Entering Unmasked Estep 
Score: -36861968.000000 Penalty: 6232.367188
	Iteration 1F: 3 clusters Score -3.686197e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157315 members 
Mstep: Class 2 contains 129117 members 
Entering Unmasked Estep 
Score: -36863852.000000 Penalty: 6232.367188
	Iteration 2Q: 3 clusters Score -3.686385e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165118 members 
Mstep: Class 2 contains 121314 members 
Entering Unmasked Estep 
Score: -36866676.000000 Penalty: 6232.367188
	Iteration 3Q: 3 clusters Score -3.686668e+07 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176563 members 
Mstep: Class 2 contains 109869 members 
Entering Unmasked Estep 
Score: -36871116.000000 Penalty: 6232.367188
	Iteration 4Q: 3 clusters Score -3.687112e+07 nChanged 16998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192197 members 
Mstep: Class 2 contains 94235 members 
Entering Unmasked Estep 
Score: -36878672.000000 Penalty: 6232.367188
	Iteration 5F: 3 clusters Score -3.687867e+07 nChanged 19592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210677 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -36890448.000000 Penalty: 6232.367188
	Iteration 6F: 3 clusters Score -3.689045e+07 nChanged 19392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228997 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -36905784.000000 Penalty: 6232.367188
	Iteration 7F: 3 clusters Score -3.690578e+07 nChanged 16108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243767 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -36918528.000000 Penalty: 6232.367188
	Iteration 8F: 3 clusters Score -3.691853e+07 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253303 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -36926652.000000 Penalty: 6232.367188
	Iteration 9Q: 3 clusters Score -3.692665e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258848 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -36931612.000000 Penalty: 6232.367188
	Iteration 10Q: 3 clusters Score -3.693161e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262406 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -36934504.000000 Penalty: 6232.367188
	Iteration 11Q: 3 clusters Score -3.69345e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264987 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -36936136.000000 Penalty: 6232.367188
	Iteration 12Q: 3 clusters Score -3.693614e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267108 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -36937100.000000 Penalty: 6232.367188
	Iteration 13Q: 3 clusters Score -3.69371e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269032 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -36937984.000000 Penalty: 6232.367188
	Iteration 14Q: 3 clusters Score -3.693798e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270776 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -36938636.000000 Penalty: 6232.367188
	Iteration 15Q: 3 clusters Score -3.693864e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272373 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -36939348.000000 Penalty: 6232.367188
	Iteration 16Q: 3 clusters Score -3.693935e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273838 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -36940024.000000 Penalty: 6232.367188
	Iteration 17Q: 3 clusters Score -3.694002e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275151 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -36940800.000000 Penalty: 6232.367188
	Iteration 18Q: 3 clusters Score -3.69408e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276400 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -36941572.000000 Penalty: 6232.367188
	Iteration 19Q: 3 clusters Score -3.694157e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277554 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -36942312.000000 Penalty: 6232.367188
	Iteration 20F: 3 clusters Score -3.694231e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278578 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -36942964.000000 Penalty: 6232.367188
	Iteration 21Q: 3 clusters Score -3.694296e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279530 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -36943708.000000 Penalty: 6232.367188
	Iteration 22Q: 3 clusters Score -3.694371e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280415 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -36944560.000000 Penalty: 6232.367188
	Iteration 23Q: 3 clusters Score -3.694456e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281188 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -36945024.000000 Penalty: 6232.367188
	Iteration 24Q: 3 clusters Score -3.694502e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281865 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -36945528.000000 Penalty: 6232.367188
	Iteration 25Q: 3 clusters Score -3.694553e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282453 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -36945992.000000 Penalty: 6232.367188
	Iteration 26Q: 3 clusters Score -3.694599e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282969 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -36946448.000000 Penalty: 6232.367188
	Iteration 27Q: 3 clusters Score -3.694645e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283377 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -36946868.000000 Penalty: 6232.367188
	Iteration 28Q: 3 clusters Score -3.694687e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283703 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -36947148.000000 Penalty: 6232.367188
	Iteration 29Q: 3 clusters Score -3.694715e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283976 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -36947392.000000 Penalty: 6232.367188
	Iteration 30Q: 3 clusters Score -3.694739e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284200 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -36947640.000000 Penalty: 6232.367188
	Iteration 31Q: 3 clusters Score -3.694764e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284364 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -36947856.000000 Penalty: 6232.367188
	Iteration 32Q: 3 clusters Score -3.694786e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284517 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -36948036.000000 Penalty: 6232.367188
	Iteration 33Q: 3 clusters Score -3.694804e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284631 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -36948084.000000 Penalty: 6232.367188
	Iteration 34Q: 3 clusters Score -3.694808e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284725 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -36948132.000000 Penalty: 6232.367188
	Iteration 35Q: 3 clusters Score -3.694813e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284810 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -36948180.000000 Penalty: 6232.367188
	Iteration 36Q: 3 clusters Score -3.694818e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284871 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -36948252.000000 Penalty: 6232.367188
	Iteration 37Q: 3 clusters Score -3.694825e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284919 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -36948300.000000 Penalty: 6232.367188
	Iteration 38Q: 3 clusters Score -3.69483e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284957 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -36948340.000000 Penalty: 6232.367188
	Iteration 39Q: 3 clusters Score -3.694834e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284996 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -36948304.000000 Penalty: 6232.367188
	Iteration 40F: 3 clusters Score -3.69483e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285031 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -36948368.000000 Penalty: 6232.367188
	Iteration 41Q: 3 clusters Score -3.694837e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285057 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -36948356.000000 Penalty: 6232.367188
	Iteration 42Q: 3 clusters Score -3.694836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285087 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -36948400.000000 Penalty: 6232.367188
	Iteration 43Q: 3 clusters Score -3.69484e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285119 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -36948408.000000 Penalty: 6232.367188
	Iteration 44Q: 3 clusters Score -3.694841e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285148 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -36948448.000000 Penalty: 6232.367188
	Iteration 45Q: 3 clusters Score -3.694845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285162 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -36948456.000000 Penalty: 6232.367188
	Iteration 46Q: 3 clusters Score -3.694846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285184 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -36948512.000000 Penalty: 6232.367188
	Iteration 47Q: 3 clusters Score -3.694851e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285204 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -36948504.000000 Penalty: 6232.367188
	Iteration 48Q: 3 clusters Score -3.69485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285216 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -36948516.000000 Penalty: 6232.367188
	Iteration 49Q: 3 clusters Score -3.694852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285231 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -36948564.000000 Penalty: 6232.367188
	Iteration 50Q: 3 clusters Score -3.694856e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285248 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -36948564.000000 Penalty: 6232.367188
	Iteration 51Q: 3 clusters Score -3.694856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285258 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -36948580.000000 Penalty: 6232.367188
	Iteration 52Q: 3 clusters Score -3.694858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285271 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -36948580.000000 Penalty: 6232.367188
	Iteration 53Q: 3 clusters Score -3.694858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285279 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -36948588.000000 Penalty: 6232.367188
	Iteration 54Q: 3 clusters Score -3.694859e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285293 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -36948628.000000 Penalty: 6232.367188
	Iteration 55Q: 3 clusters Score -3.694863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285298 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -36948624.000000 Penalty: 6232.367188
	Iteration 56Q: 3 clusters Score -3.694862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285304 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -36948648.000000 Penalty: 6232.367188
	Iteration 57Q: 3 clusters Score -3.694865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285307 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -36948656.000000 Penalty: 6232.367188
	Iteration 58Q: 3 clusters Score -3.694866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285314 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -36948680.000000 Penalty: 6232.367188
	Iteration 59Q: 3 clusters Score -3.694868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285323 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -36948684.000000 Penalty: 6232.367188
	Iteration 60F: 3 clusters Score -3.694868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285333 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -36948692.000000 Penalty: 6232.367188
	Iteration 61Q: 3 clusters Score -3.694869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285345 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -36948732.000000 Penalty: 6232.367188
	Iteration 62Q: 3 clusters Score -3.694873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285355 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -36948756.000000 Penalty: 6232.367188
	Iteration 63Q: 3 clusters Score -3.694876e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285366 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -36948732.000000 Penalty: 6232.367188
	Iteration 64Q: 3 clusters Score -3.694873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285374 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -36948748.000000 Penalty: 6232.367188
	Iteration 65Q: 3 clusters Score -3.694875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285382 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -36948756.000000 Penalty: 6232.367188
	Iteration 66Q: 3 clusters Score -3.694876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285388 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -36948744.000000 Penalty: 6232.367188
	Iteration 67Q: 3 clusters Score -3.694874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285395 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -36948752.000000 Penalty: 6232.367188
	Iteration 68Q: 3 clusters Score -3.694875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285398 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -36948724.000000 Penalty: 6232.367188
	Iteration 69Q: 3 clusters Score -3.694872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285403 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -36948720.000000 Penalty: 6232.367188
	Iteration 70Q: 3 clusters Score -3.694872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285406 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -36948736.000000 Penalty: 6232.367188
	Iteration 71Q: 3 clusters Score -3.694874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285410 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -36948728.000000 Penalty: 6232.367188
	Iteration 72Q: 3 clusters Score -3.694873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285412 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -36948732.000000 Penalty: 6232.367188
	Iteration 73Q: 3 clusters Score -3.694873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285416 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -36948732.000000 Penalty: 6232.367188
	Iteration 74Q: 3 clusters Score -3.694873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285421 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -36948732.000000 Penalty: 6232.367188
	Iteration 75Q: 3 clusters Score -3.694873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285425 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -36948732.000000 Penalty: 6232.367188
	Iteration 76Q: 3 clusters Score -3.694873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285429 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -36948752.000000 Penalty: 6232.367188
	Iteration 77Q: 3 clusters Score -3.694875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285430 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -36948752.000000 Penalty: 6232.367188
	Iteration 78Q: 3 clusters Score -3.694875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285431 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -36948760.000000 Penalty: 6232.367188
	Iteration 79Q: 3 clusters Score -3.694876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285431 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -36948760.000000 Penalty: 6232.367188
	Iteration 80F: 3 clusters Score -3.694876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Entering Unmasked Estep 
Score: -1512854.750000 Penalty: 2340.513672
	Iteration 0F: 2 clusters Score -1512855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1503643.000000 Penalty: 4681.027344
	Iteration 0F: 3 clusters Score -1503643 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1506528.125000 Penalty: 4681.027344
	Iteration 1F: 3 clusters Score -1506528 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1506962.125000 Penalty: 4681.027344
	Iteration 2F: 3 clusters Score -1506962 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1507337.875000 Penalty: 4681.027344
	Iteration 3F: 3 clusters Score -1507338 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1507679.500000 Penalty: 4681.027344
	Iteration 4F: 3 clusters Score -1507680 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1507987.375000 Penalty: 4681.027344
	Iteration 5Q: 3 clusters Score -1507987 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1508323.000000 Penalty: 4681.027344
	Iteration 6Q: 3 clusters Score -1508323 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1508653.750000 Penalty: 4681.027344
	Iteration 7Q: 3 clusters Score -1508654 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1508979.625000 Penalty: 4681.027344
	Iteration 8Q: 3 clusters Score -1508980 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1509311.500000 Penalty: 4681.027344
	Iteration 9Q: 3 clusters Score -1509312 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1509675.750000 Penalty: 4681.027344
	Iteration 10Q: 3 clusters Score -1509676 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1510052.000000 Penalty: 4681.027344
	Iteration 11Q: 3 clusters Score -1510052 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1510402.875000 Penalty: 4681.027344
	Iteration 12Q: 3 clusters Score -1510403 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1510634.875000 Penalty: 4681.027344
	Iteration 13Q: 3 clusters Score -1510635 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1510792.125000 Penalty: 4681.027344
	Iteration 14Q: 3 clusters Score -1510792 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1510898.750000 Penalty: 4681.027344
	Iteration 15Q: 3 clusters Score -1510899 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1510954.000000 Penalty: 4681.027344
	Iteration 16Q: 3 clusters Score -1510954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1510996.000000 Penalty: 4681.027344
	Iteration 17Q: 3 clusters Score -1510996 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1511023.750000 Penalty: 4681.027344
	Iteration 18Q: 3 clusters Score -1511024 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1511055.000000 Penalty: 4681.027344
	Iteration 19Q: 3 clusters Score -1511055 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1511065.375000 Penalty: 4681.027344
	Iteration 20F: 3 clusters Score -1511065 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1511080.250000 Penalty: 4681.027344
	Iteration 21Q: 3 clusters Score -1511080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1511091.875000 Penalty: 4681.027344
	Iteration 22Q: 3 clusters Score -1511092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1511103.625000 Penalty: 4681.027344
	Iteration 23Q: 3 clusters Score -1511104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1511110.000000 Penalty: 4681.027344
	Iteration 24Q: 3 clusters Score -1511110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1511120.625000 Penalty: 4681.027344
	Iteration 25Q: 3 clusters Score -1511121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1511127.000000 Penalty: 4681.027344
	Iteration 26Q: 3 clusters Score -1511127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1511129.625000 Penalty: 4681.027344
	Iteration 27Q: 3 clusters Score -1511130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1511134.000000 Penalty: 4681.027344
	Iteration 28Q: 3 clusters Score -1511134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1511140.625000 Penalty: 4681.027344
	Iteration 29Q: 3 clusters Score -1511141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1511142.750000 Penalty: 4681.027344
	Iteration 30Q: 3 clusters Score -1511143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1511144.000000 Penalty: 4681.027344
	Iteration 31Q: 3 clusters Score -1511144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1511150.375000 Penalty: 4681.027344
	Iteration 32Q: 3 clusters Score -1511150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1511151.000000 Penalty: 4681.027344
	Iteration 33Q: 3 clusters Score -1511151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1511151.875000 Penalty: 4681.027344
	Iteration 34Q: 3 clusters Score -1511152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1511153.125000 Penalty: 4681.027344
	Iteration 35Q: 3 clusters Score -1511153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1511153.625000 Penalty: 4681.027344
	Iteration 36Q: 3 clusters Score -1511154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1511157.125000 Penalty: 4681.027344
	Iteration 37Q: 3 clusters Score -1511157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1511157.250000 Penalty: 4681.027344
	Iteration 38Q: 3 clusters Score -1511157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1511160.000000 Penalty: 4681.027344
	Iteration 39Q: 3 clusters Score -1511160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1511166.125000 Penalty: 4681.027344
	Iteration 40F: 3 clusters Score -1511166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1511167.875000 Penalty: 4681.027344
	Iteration 41Q: 3 clusters Score -1511168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1511172.000000 Penalty: 4681.027344
	Iteration 42Q: 3 clusters Score -1511172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1511170.125000 Penalty: 4681.027344
	Iteration 43Q: 3 clusters Score -1511170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1511177.250000 Penalty: 4681.027344
	Iteration 44Q: 3 clusters Score -1511177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1511176.250000 Penalty: 4681.027344
	Iteration 45Q: 3 clusters Score -1511176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1511176.750000 Penalty: 4681.027344
	Iteration 46Q: 3 clusters Score -1511177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1511179.625000 Penalty: 4681.027344
	Iteration 47Q: 3 clusters Score -1511180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1511178.375000 Penalty: 4681.027344
	Iteration 48Q: 3 clusters Score -1511178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1511177.625000 Penalty: 4681.027344
	Iteration 49Q: 3 clusters Score -1511178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1511178.250000 Penalty: 4681.027344
	Iteration 50Q: 3 clusters Score -1511178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1511177.375000 Penalty: 4681.027344
	Iteration 51Q: 3 clusters Score -1511177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1511175.875000 Penalty: 4681.027344
	Iteration 52Q: 3 clusters Score -1511176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1511174.250000 Penalty: 4681.027344
	Iteration 53Q: 3 clusters Score -1511174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1511176.375000 Penalty: 4681.027344
	Iteration 54Q: 3 clusters Score -1511176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1511178.375000 Penalty: 4681.027344
	Iteration 55Q: 3 clusters Score -1511178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1511180.500000 Penalty: 4681.027344
	Iteration 56Q: 3 clusters Score -1511180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1511179.375000 Penalty: 4681.027344
	Iteration 57Q: 3 clusters Score -1511179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1511179.625000 Penalty: 4681.027344
	Iteration 58Q: 3 clusters Score -1511180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1511179.625000 Penalty: 4681.027344
	Iteration 59F: 3 clusters Score -1511180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Entering Unmasked Estep 
Score: -1176278.875000 Penalty: 2278.546143
	Iteration 0F: 2 clusters Score -1176279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1168806.375000 Penalty: 4557.092285
	Iteration 0F: 3 clusters Score -1168806 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1170918.375000 Penalty: 4557.092285
	Iteration 1F: 3 clusters Score -1170918 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1171359.250000 Penalty: 4557.092285
	Iteration 2F: 3 clusters Score -1171359 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1171843.125000 Penalty: 4557.092285
	Iteration 3F: 3 clusters Score -1171843 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1172347.875000 Penalty: 4557.092285
	Iteration 4F: 3 clusters Score -1172348 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1172786.250000 Penalty: 4557.092285
	Iteration 5F: 3 clusters Score -1172786 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1173210.250000 Penalty: 4557.092285
	Iteration 6F: 3 clusters Score -1173210 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1173624.500000 Penalty: 4557.092285
	Iteration 7F: 3 clusters Score -1173624 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1173977.375000 Penalty: 4557.092285
	Iteration 8F: 3 clusters Score -1173977 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1174263.750000 Penalty: 4557.092285
	Iteration 9Q: 3 clusters Score -1174264 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1174504.500000 Penalty: 4557.092285
	Iteration 10Q: 3 clusters Score -1174504 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1174726.750000 Penalty: 4557.092285
	Iteration 11Q: 3 clusters Score -1174727 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1174927.750000 Penalty: 4557.092285
	Iteration 12Q: 3 clusters Score -1174928 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1175110.250000 Penalty: 4557.092285
	Iteration 13Q: 3 clusters Score -1175110 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1175233.750000 Penalty: 4557.092285
	Iteration 14Q: 3 clusters Score -1175234 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1175331.000000 Penalty: 4557.092285
	Iteration 15Q: 3 clusters Score -1175331 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1175413.500000 Penalty: 4557.092285
	Iteration 16Q: 3 clusters Score -1175414 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1175472.750000 Penalty: 4557.092285
	Iteration 17Q: 3 clusters Score -1175473 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1175525.875000 Penalty: 4557.092285
	Iteration 18Q: 3 clusters Score -1175526 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1175561.750000 Penalty: 4557.092285
	Iteration 19Q: 3 clusters Score -1175562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1175590.125000 Penalty: 4557.092285
	Iteration 20F: 3 clusters Score -1175590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1175618.625000 Penalty: 4557.092285
	Iteration 21Q: 3 clusters Score -1175619 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1175659.125000 Penalty: 4557.092285
	Iteration 22Q: 3 clusters Score -1175659 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1175681.375000 Penalty: 4557.092285
	Iteration 23Q: 3 clusters Score -1175681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1175697.125000 Penalty: 4557.092285
	Iteration 24Q: 3 clusters Score -1175697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1175712.750000 Penalty: 4557.092285
	Iteration 25Q: 3 clusters Score -1175713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1175722.000000 Penalty: 4557.092285
	Iteration 26Q: 3 clusters Score -1175722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1175727.750000 Penalty: 4557.092285
	Iteration 27Q: 3 clusters Score -1175728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1175735.500000 Penalty: 4557.092285
	Iteration 28Q: 3 clusters Score -1175736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1175739.500000 Penalty: 4557.092285
	Iteration 29Q: 3 clusters Score -1175740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1175741.500000 Penalty: 4557.092285
	Iteration 30Q: 3 clusters Score -1175742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1175746.875000 Penalty: 4557.092285
	Iteration 31Q: 3 clusters Score -1175747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1175752.375000 Penalty: 4557.092285
	Iteration 32Q: 3 clusters Score -1175752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1175753.250000 Penalty: 4557.092285
	Iteration 33Q: 3 clusters Score -1175753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1175762.500000 Penalty: 4557.092285
	Iteration 34Q: 3 clusters Score -1175762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1175762.750000 Penalty: 4557.092285
	Iteration 35Q: 3 clusters Score -1175763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1175764.500000 Penalty: 4557.092285
	Iteration 36Q: 3 clusters Score -1175764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1175768.750000 Penalty: 4557.092285
	Iteration 37Q: 3 clusters Score -1175769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1175771.750000 Penalty: 4557.092285
	Iteration 38Q: 3 clusters Score -1175772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1175772.750000 Penalty: 4557.092285
	Iteration 39Q: 3 clusters Score -1175773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1175781.500000 Penalty: 4557.092285
	Iteration 40F: 3 clusters Score -1175782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1175783.000000 Penalty: 4557.092285
	Iteration 41Q: 3 clusters Score -1175783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1175784.125000 Penalty: 4557.092285
	Iteration 42Q: 3 clusters Score -1175784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1175786.000000 Penalty: 4557.092285
	Iteration 43Q: 3 clusters Score -1175786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1175785.250000 Penalty: 4557.092285
	Iteration 44Q: 3 clusters Score -1175785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1175785.375000 Penalty: 4557.092285
	Iteration 45Q: 3 clusters Score -1175785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1175788.500000 Penalty: 4557.092285
	Iteration 46Q: 3 clusters Score -1175788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1175788.875000 Penalty: 4557.092285
	Iteration 47Q: 3 clusters Score -1175789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1175790.375000 Penalty: 4557.092285
	Iteration 48Q: 3 clusters Score -1175790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1175791.375000 Penalty: 4557.092285
	Iteration 49Q: 3 clusters Score -1175791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1175790.500000 Penalty: 4557.092285
	Iteration 50Q: 3 clusters Score -1175790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1175788.875000 Penalty: 4557.092285
	Iteration 51Q: 3 clusters Score -1175789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1175790.625000 Penalty: 4557.092285
	Iteration 52Q: 3 clusters Score -1175791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1175789.375000 Penalty: 4557.092285
	Iteration 53Q: 3 clusters Score -1175789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1175790.375000 Penalty: 4557.092285
	Iteration 54Q: 3 clusters Score -1175790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1175789.250000 Penalty: 4557.092285
	Iteration 55Q: 3 clusters Score -1175789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1175789.250000 Penalty: 4557.092285
	Iteration 56F: 3 clusters Score -1175789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -469746.312500 Penalty: 2074.686768
	Iteration 0F: 2 clusters Score -469746.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -465773.281250 Penalty: 4149.373535
	Iteration 0F: 3 clusters Score -465773.3 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -466905.562500 Penalty: 4149.373535
	Iteration 1F: 3 clusters Score -466905.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -467230.031250 Penalty: 4149.373535
	Iteration 2F: 3 clusters Score -467230 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -467475.593750 Penalty: 4149.373535
	Iteration 3F: 3 clusters Score -467475.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -467671.312500 Penalty: 4149.373535
	Iteration 4F: 3 clusters Score -467671.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -467851.031250 Penalty: 4149.373535
	Iteration 5Q: 3 clusters Score -467851 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -467994.093750 Penalty: 4149.373535
	Iteration 6Q: 3 clusters Score -467994.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -468116.000000 Penalty: 4149.373535
	Iteration 7Q: 3 clusters Score -468116 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -468196.375000 Penalty: 4149.373535
	Iteration 8Q: 3 clusters Score -468196.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -468253.187500 Penalty: 4149.373535
	Iteration 9Q: 3 clusters Score -468253.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -468312.781250 Penalty: 4149.373535
	Iteration 10Q: 3 clusters Score -468312.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -468371.718750 Penalty: 4149.373535
	Iteration 11Q: 3 clusters Score -468371.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -468412.750000 Penalty: 4149.373535
	Iteration 12Q: 3 clusters Score -468412.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -468440.312500 Penalty: 4149.373535
	Iteration 13Q: 3 clusters Score -468440.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -468463.906250 Penalty: 4149.373535
	Iteration 14Q: 3 clusters Score -468463.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -468487.343750 Penalty: 4149.373535
	Iteration 15Q: 3 clusters Score -468487.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -468513.812500 Penalty: 4149.373535
	Iteration 16Q: 3 clusters Score -468513.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -468537.875000 Penalty: 4149.373535
	Iteration 17Q: 3 clusters Score -468537.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -468557.031250 Penalty: 4149.373535
	Iteration 18Q: 3 clusters Score -468557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -468575.062500 Penalty: 4149.373535
	Iteration 19Q: 3 clusters Score -468575.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -468598.625000 Penalty: 4149.373535
	Iteration 20F: 3 clusters Score -468598.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -468615.562500 Penalty: 4149.373535
	Iteration 21Q: 3 clusters Score -468615.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -468624.250000 Penalty: 4149.373535
	Iteration 22Q: 3 clusters Score -468624.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -468632.687500 Penalty: 4149.373535
	Iteration 23Q: 3 clusters Score -468632.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -468640.718750 Penalty: 4149.373535
	Iteration 24Q: 3 clusters Score -468640.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -468643.906250 Penalty: 4149.373535
	Iteration 25Q: 3 clusters Score -468643.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -468647.156250 Penalty: 4149.373535
	Iteration 26Q: 3 clusters Score -468647.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -468650.843750 Penalty: 4149.373535
	Iteration 27Q: 3 clusters Score -468650.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -468654.281250 Penalty: 4149.373535
	Iteration 28Q: 3 clusters Score -468654.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -468655.406250 Penalty: 4149.373535
	Iteration 29Q: 3 clusters Score -468655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -468657.187500 Penalty: 4149.373535
	Iteration 30Q: 3 clusters Score -468657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -468657.281250 Penalty: 4149.373535
	Iteration 31Q: 3 clusters Score -468657.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -468657.281250 Penalty: 4149.373535
	Iteration 32F: 3 clusters Score -468657.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Entering Unmasked Estep 
Score: -2509665.000000 Penalty: 2449.506104
	Iteration 0F: 2 clusters Score -2509665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2495857.250000 Penalty: 4899.012207
	Iteration 0F: 3 clusters Score -2495857 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2500628.750000 Penalty: 4899.012207
	Iteration 1F: 3 clusters Score -2500629 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2501191.000000 Penalty: 4899.012207
	Iteration 2F: 3 clusters Score -2501191 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2501782.250000 Penalty: 4899.012207
	Iteration 3F: 3 clusters Score -2501782 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2502562.500000 Penalty: 4899.012207
	Iteration 4F: 3 clusters Score -2502562 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2503501.500000 Penalty: 4899.012207
	Iteration 5F: 3 clusters Score -2503502 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2504563.250000 Penalty: 4899.012207
	Iteration 6F: 3 clusters Score -2504563 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2505587.250000 Penalty: 4899.012207
	Iteration 7F: 3 clusters Score -2505587 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2506567.500000 Penalty: 4899.012207
	Iteration 8F: 3 clusters Score -2506568 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2507336.000000 Penalty: 4899.012207
	Iteration 9Q: 3 clusters Score -2507336 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2507731.000000 Penalty: 4899.012207
	Iteration 10Q: 3 clusters Score -2507731 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2507875.000000 Penalty: 4899.012207
	Iteration 11Q: 3 clusters Score -2507875 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2507937.500000 Penalty: 4899.012207
	Iteration 12Q: 3 clusters Score -2507938 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2507962.000000 Penalty: 4899.012207
	Iteration 13Q: 3 clusters Score -2507962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2507978.000000 Penalty: 4899.012207
	Iteration 14Q: 3 clusters Score -2507978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2507986.750000 Penalty: 4899.012207
	Iteration 15Q: 3 clusters Score -2507987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2508000.500000 Penalty: 4899.012207
	Iteration 16Q: 3 clusters Score -2508000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2508003.750000 Penalty: 4899.012207
	Iteration 17Q: 3 clusters Score -2508004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2508005.750000 Penalty: 4899.012207
	Iteration 18Q: 3 clusters Score -2508006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2508015.000000 Penalty: 4899.012207
	Iteration 19Q: 3 clusters Score -2508015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2508021.750000 Penalty: 4899.012207
	Iteration 20F: 3 clusters Score -2508022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2508027.500000 Penalty: 4899.012207
	Iteration 21Q: 3 clusters Score -2508028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2508032.250000 Penalty: 4899.012207
	Iteration 22Q: 3 clusters Score -2508032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2508030.250000 Penalty: 4899.012207
	Iteration 23Q: 3 clusters Score -2508030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2508034.000000 Penalty: 4899.012207
	Iteration 24Q: 3 clusters Score -2508034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2508030.750000 Penalty: 4899.012207
	Iteration 25Q: 3 clusters Score -2508031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2508036.000000 Penalty: 4899.012207
	Iteration 26Q: 3 clusters Score -2508036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2508033.000000 Penalty: 4899.012207
	Iteration 27Q: 3 clusters Score -2508033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2508032.500000 Penalty: 4899.012207
	Iteration 28Q: 3 clusters Score -2508032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2508032.500000 Penalty: 4899.012207
	Iteration 29F: 3 clusters Score -2508032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Entering Unmasked Estep 
Score: -941548.187500 Penalty: 2223.782959
	Iteration 0F: 2 clusters Score -941548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -935212.125000 Penalty: 4447.565918
	Iteration 0F: 3 clusters Score -935212.1 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -936936.750000 Penalty: 4447.565918
	Iteration 1F: 3 clusters Score -936936.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -937233.125000 Penalty: 4447.565918
	Iteration 2F: 3 clusters Score -937233.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -937451.250000 Penalty: 4447.565918
	Iteration 3F: 3 clusters Score -937451.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -937620.812500 Penalty: 4447.565918
	Iteration 4Q: 3 clusters Score -937620.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -937764.937500 Penalty: 4447.565918
	Iteration 5Q: 3 clusters Score -937764.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -937899.687500 Penalty: 4447.565918
	Iteration 6Q: 3 clusters Score -937899.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -938044.500000 Penalty: 4447.565918
	Iteration 7Q: 3 clusters Score -938044.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -938221.062500 Penalty: 4447.565918
	Iteration 8Q: 3 clusters Score -938221.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -938410.187500 Penalty: 4447.565918
	Iteration 9Q: 3 clusters Score -938410.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -938617.562500 Penalty: 4447.565918
	Iteration 10Q: 3 clusters Score -938617.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -938904.125000 Penalty: 4447.565918
	Iteration 11Q: 3 clusters Score -938904.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -939240.437500 Penalty: 4447.565918
	Iteration 12Q: 3 clusters Score -939240.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -939585.812500 Penalty: 4447.565918
	Iteration 13Q: 3 clusters Score -939585.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -939909.687500 Penalty: 4447.565918
	Iteration 14Q: 3 clusters Score -939909.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -940128.312500 Penalty: 4447.565918
	Iteration 15Q: 3 clusters Score -940128.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -940290.250000 Penalty: 4447.565918
	Iteration 16Q: 3 clusters Score -940290.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -940406.375000 Penalty: 4447.565918
	Iteration 17Q: 3 clusters Score -940406.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -940477.687500 Penalty: 4447.565918
	Iteration 18Q: 3 clusters Score -940477.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -940515.750000 Penalty: 4447.565918
	Iteration 19Q: 3 clusters Score -940515.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -940540.937500 Penalty: 4447.565918
	Iteration 20F: 3 clusters Score -940540.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -940566.500000 Penalty: 4447.565918
	Iteration 21Q: 3 clusters Score -940566.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -940590.250000 Penalty: 4447.565918
	Iteration 22Q: 3 clusters Score -940590.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -940608.562500 Penalty: 4447.565918
	Iteration 23Q: 3 clusters Score -940608.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -940625.312500 Penalty: 4447.565918
	Iteration 24Q: 3 clusters Score -940625.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -940636.062500 Penalty: 4447.565918
	Iteration 25Q: 3 clusters Score -940636.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -940640.312500 Penalty: 4447.565918
	Iteration 26Q: 3 clusters Score -940640.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -940649.687500 Penalty: 4447.565918
	Iteration 27Q: 3 clusters Score -940649.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -940656.187500 Penalty: 4447.565918
	Iteration 28Q: 3 clusters Score -940656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -940661.937500 Penalty: 4447.565918
	Iteration 29Q: 3 clusters Score -940661.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -940668.125000 Penalty: 4447.565918
	Iteration 30Q: 3 clusters Score -940668.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -940677.625000 Penalty: 4447.565918
	Iteration 31Q: 3 clusters Score -940677.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -940681.125000 Penalty: 4447.565918
	Iteration 32Q: 3 clusters Score -940681.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -940686.250000 Penalty: 4447.565918
	Iteration 33Q: 3 clusters Score -940686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -940688.875000 Penalty: 4447.565918
	Iteration 34Q: 3 clusters Score -940688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -940689.375000 Penalty: 4447.565918
	Iteration 35Q: 3 clusters Score -940689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -940691.062500 Penalty: 4447.565918
	Iteration 36Q: 3 clusters Score -940691.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -940690.750000 Penalty: 4447.565918
	Iteration 37Q: 3 clusters Score -940690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -940691.812500 Penalty: 4447.565918
	Iteration 38Q: 3 clusters Score -940691.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -940691.812500 Penalty: 4447.565918
	Iteration 39F: 3 clusters Score -940691.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -554388.437500 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -554388.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -549975.250000 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -549975.2 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -551109.312500 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -551109.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -551506.812500 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -551506.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -551840.062500 Penalty: 4208.395996
	Iteration 3F: 3 clusters Score -551840.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -552109.125000 Penalty: 4208.395996
	Iteration 4F: 3 clusters Score -552109.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -552322.750000 Penalty: 4208.395996
	Iteration 5F: 3 clusters Score -552322.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -552481.937500 Penalty: 4208.395996
	Iteration 6Q: 3 clusters Score -552481.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -552611.562500 Penalty: 4208.395996
	Iteration 7Q: 3 clusters Score -552611.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -552694.000000 Penalty: 4208.395996
	Iteration 8Q: 3 clusters Score -552694 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -552769.562500 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -552769.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -552822.125000 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -552822.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -552864.250000 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -552864.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -552905.750000 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -552905.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -552935.187500 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -552935.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -552958.500000 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -552958.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -552977.562500 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -552977.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -552990.562500 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -552990.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -553000.250000 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -553000.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -553006.875000 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -553006.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -553018.500000 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -553018.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -553023.625000 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -553023.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -553026.562500 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -553026.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -553030.500000 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -553030.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -553035.312500 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -553035.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -553040.437500 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -553040.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -553044.687500 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -553044.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -553050.250000 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -553050.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -553053.250000 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -553053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -553054.625000 Penalty: 4208.395996
	Iteration 28Q: 3 clusters Score -553054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -553056.500000 Penalty: 4208.395996
	Iteration 29Q: 3 clusters Score -553056.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -553059.312500 Penalty: 4208.395996
	Iteration 30Q: 3 clusters Score -553059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -553060.125000 Penalty: 4208.395996
	Iteration 31Q: 3 clusters Score -553060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -553062.687500 Penalty: 4208.395996
	Iteration 32Q: 3 clusters Score -553062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -553063.500000 Penalty: 4208.395996
	Iteration 33Q: 3 clusters Score -553063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -553065.875000 Penalty: 4208.395996
	Iteration 34Q: 3 clusters Score -553065.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -553066.625000 Penalty: 4208.395996
	Iteration 35Q: 3 clusters Score -553066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -553067.750000 Penalty: 4208.395996
	Iteration 36Q: 3 clusters Score -553067.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -553067.687500 Penalty: 4208.395996
	Iteration 37Q: 3 clusters Score -553067.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -553071.187500 Penalty: 4208.395996
	Iteration 38Q: 3 clusters Score -553071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -553073.000000 Penalty: 4208.395996
	Iteration 39Q: 3 clusters Score -553073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -553075.187500 Penalty: 4208.395996
	Iteration 40F: 3 clusters Score -553075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -553075.750000 Penalty: 4208.395996
	Iteration 41Q: 3 clusters Score -553075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -553075.750000 Penalty: 4208.395996
	Iteration 42F: 3 clusters Score -553075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Entering Unmasked Estep 
Score: -4290614.500000 Penalty: 2588.665283
	Iteration 0F: 2 clusters Score -4290614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -4267382.500000 Penalty: 5177.330566
	Iteration 0F: 3 clusters Score -4267382 nChanged 15457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4276015.000000 Penalty: 5177.330566
	Iteration 1F: 3 clusters Score -4276015 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -4276857.000000 Penalty: 5177.330566
	Iteration 2F: 3 clusters Score -4276857 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -4277863.500000 Penalty: 5177.330566
	Iteration 3F: 3 clusters Score -4277864 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -4279087.000000 Penalty: 5177.330566
	Iteration 4F: 3 clusters Score -4279087 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4280607.000000 Penalty: 5177.330566
	Iteration 5F: 3 clusters Score -4280607 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -4282373.000000 Penalty: 5177.330566
	Iteration 6F: 3 clusters Score -4282373 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -4284197.000000 Penalty: 5177.330566
	Iteration 7F: 3 clusters Score -4284197 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -4285841.500000 Penalty: 5177.330566
	Iteration 8F: 3 clusters Score -4285842 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -4287110.000000 Penalty: 5177.330566
	Iteration 9Q: 3 clusters Score -4287110 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4288010.500000 Penalty: 5177.330566
	Iteration 10Q: 3 clusters Score -4288010 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -4288495.000000 Penalty: 5177.330566
	Iteration 11Q: 3 clusters Score -4288495 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -4288738.500000 Penalty: 5177.330566
	Iteration 12Q: 3 clusters Score -4288738 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4288878.500000 Penalty: 5177.330566
	Iteration 13Q: 3 clusters Score -4288878 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4288956.500000 Penalty: 5177.330566
	Iteration 14Q: 3 clusters Score -4288956 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -4288989.000000 Penalty: 5177.330566
	Iteration 15Q: 3 clusters Score -4288989 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4289027.500000 Penalty: 5177.330566
	Iteration 16Q: 3 clusters Score -4289028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -4289056.000000 Penalty: 5177.330566
	Iteration 17Q: 3 clusters Score -4289056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -4289074.000000 Penalty: 5177.330566
	Iteration 18Q: 3 clusters Score -4289074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -4289103.500000 Penalty: 5177.330566
	Iteration 19Q: 3 clusters Score -4289104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4289116.500000 Penalty: 5177.330566
	Iteration 20F: 3 clusters Score -4289116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -4289136.000000 Penalty: 5177.330566
	Iteration 21Q: 3 clusters Score -4289136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4289139.500000 Penalty: 5177.330566
	Iteration 22Q: 3 clusters Score -4289140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4289151.500000 Penalty: 5177.330566
	Iteration 23Q: 3 clusters Score -4289152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -4289164.500000 Penalty: 5177.330566
	Iteration 24Q: 3 clusters Score -4289164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4289177.000000 Penalty: 5177.330566
	Iteration 25Q: 3 clusters Score -4289177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -4289184.000000 Penalty: 5177.330566
	Iteration 26Q: 3 clusters Score -4289184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4289199.500000 Penalty: 5177.330566
	Iteration 27Q: 3 clusters Score -4289200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4289229.500000 Penalty: 5177.330566
	Iteration 28Q: 3 clusters Score -4289230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4289234.500000 Penalty: 5177.330566
	Iteration 29Q: 3 clusters Score -4289234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4289252.000000 Penalty: 5177.330566
	Iteration 30Q: 3 clusters Score -4289252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4289263.000000 Penalty: 5177.330566
	Iteration 31Q: 3 clusters Score -4289263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4289279.000000 Penalty: 5177.330566
	Iteration 32Q: 3 clusters Score -4289279 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -4289296.000000 Penalty: 5177.330566
	Iteration 33Q: 3 clusters Score -4289296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -4289314.000000 Penalty: 5177.330566
	Iteration 34Q: 3 clusters Score -4289314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4289327.500000 Penalty: 5177.330566
	Iteration 35Q: 3 clusters Score -4289328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4289336.000000 Penalty: 5177.330566
	Iteration 36Q: 3 clusters Score -4289336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4289346.000000 Penalty: 5177.330566
	Iteration 37Q: 3 clusters Score -4289346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -4289367.000000 Penalty: 5177.330566
	Iteration 38Q: 3 clusters Score -4289367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -4289386.500000 Penalty: 5177.330566
	Iteration 39Q: 3 clusters Score -4289386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4289395.500000 Penalty: 5177.330566
	Iteration 40F: 3 clusters Score -4289396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -4289401.000000 Penalty: 5177.330566
	Iteration 41Q: 3 clusters Score -4289401 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -4289408.000000 Penalty: 5177.330566
	Iteration 42Q: 3 clusters Score -4289408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4289412.500000 Penalty: 5177.330566
	Iteration 43Q: 3 clusters Score -4289412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -4289425.000000 Penalty: 5177.330566
	Iteration 44Q: 3 clusters Score -4289425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -4289442.500000 Penalty: 5177.330566
	Iteration 45Q: 3 clusters Score -4289442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4289448.500000 Penalty: 5177.330566
	Iteration 46Q: 3 clusters Score -4289448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4289464.000000 Penalty: 5177.330566
	Iteration 47Q: 3 clusters Score -4289464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4289470.500000 Penalty: 5177.330566
	Iteration 48Q: 3 clusters Score -4289470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -4289481.000000 Penalty: 5177.330566
	Iteration 49Q: 3 clusters Score -4289481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4289494.500000 Penalty: 5177.330566
	Iteration 50Q: 3 clusters Score -4289494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -4289509.500000 Penalty: 5177.330566
	Iteration 51Q: 3 clusters Score -4289510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -4289513.500000 Penalty: 5177.330566
	Iteration 52Q: 3 clusters Score -4289514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4289519.500000 Penalty: 5177.330566
	Iteration 53Q: 3 clusters Score -4289520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4289523.000000 Penalty: 5177.330566
	Iteration 54Q: 3 clusters Score -4289523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -4289533.000000 Penalty: 5177.330566
	Iteration 55Q: 3 clusters Score -4289533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4289539.500000 Penalty: 5177.330566
	Iteration 56Q: 3 clusters Score -4289540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4289542.000000 Penalty: 5177.330566
	Iteration 57Q: 3 clusters Score -4289542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4289543.000000 Penalty: 5177.330566
	Iteration 58Q: 3 clusters Score -4289543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4289540.500000 Penalty: 5177.330566
	Iteration 59Q: 3 clusters Score -4289540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -4289546.500000 Penalty: 5177.330566
	Iteration 60F: 3 clusters Score -4289546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Entering Unmasked Estep 
Score: -1003583.687500 Penalty: 2226.520020
	Iteration 0F: 2 clusters Score -1003584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -997151.250000 Penalty: 4453.040039
	Iteration 0F: 3 clusters Score -997151.2 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -998934.625000 Penalty: 4453.040039
	Iteration 1F: 3 clusters Score -998934.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -999199.062500 Penalty: 4453.040039
	Iteration 2F: 3 clusters Score -999199.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -999405.687500 Penalty: 4453.040039
	Iteration 3F: 3 clusters Score -999405.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -999552.437500 Penalty: 4453.040039
	Iteration 4Q: 3 clusters Score -999552.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -999698.437500 Penalty: 4453.040039
	Iteration 5Q: 3 clusters Score -999698.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -999857.000000 Penalty: 4453.040039
	Iteration 6Q: 3 clusters Score -999857 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1000021.562500 Penalty: 4453.040039
	Iteration 7Q: 3 clusters Score -1000022 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1000181.562500 Penalty: 4453.040039
	Iteration 8Q: 3 clusters Score -1000182 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1000373.000000 Penalty: 4453.040039
	Iteration 9Q: 3 clusters Score -1000373 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1000545.812500 Penalty: 4453.040039
	Iteration 10Q: 3 clusters Score -1000546 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1000717.812500 Penalty: 4453.040039
	Iteration 11Q: 3 clusters Score -1000718 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1000897.000000 Penalty: 4453.040039
	Iteration 12Q: 3 clusters Score -1000897 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1001060.937500 Penalty: 4453.040039
	Iteration 13Q: 3 clusters Score -1001061 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1001222.875000 Penalty: 4453.040039
	Iteration 14Q: 3 clusters Score -1001223 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1001342.812500 Penalty: 4453.040039
	Iteration 15Q: 3 clusters Score -1001343 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1001447.812500 Penalty: 4453.040039
	Iteration 16Q: 3 clusters Score -1001448 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1001540.312500 Penalty: 4453.040039
	Iteration 17Q: 3 clusters Score -1001540 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1001634.562500 Penalty: 4453.040039
	Iteration 18Q: 3 clusters Score -1001635 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1001712.875000 Penalty: 4453.040039
	Iteration 19Q: 3 clusters Score -1001713 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1001782.437500 Penalty: 4453.040039
	Iteration 20F: 3 clusters Score -1001782 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1001840.687500 Penalty: 4453.040039
	Iteration 21Q: 3 clusters Score -1001841 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1001896.437500 Penalty: 4453.040039
	Iteration 22Q: 3 clusters Score -1001896 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1001959.375000 Penalty: 4453.040039
	Iteration 23Q: 3 clusters Score -1001959 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1002032.750000 Penalty: 4453.040039
	Iteration 24Q: 3 clusters Score -1002033 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1002114.062500 Penalty: 4453.040039
	Iteration 25Q: 3 clusters Score -1002114 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1002203.562500 Penalty: 4453.040039
	Iteration 26Q: 3 clusters Score -1002204 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1002266.875000 Penalty: 4453.040039
	Iteration 27Q: 3 clusters Score -1002267 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1002304.875000 Penalty: 4453.040039
	Iteration 28Q: 3 clusters Score -1002305 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1002328.437500 Penalty: 4453.040039
	Iteration 29Q: 3 clusters Score -1002328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1002344.000000 Penalty: 4453.040039
	Iteration 30Q: 3 clusters Score -1002344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1002353.562500 Penalty: 4453.040039
	Iteration 31Q: 3 clusters Score -1002354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1002365.437500 Penalty: 4453.040039
	Iteration 32Q: 3 clusters Score -1002365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1002370.937500 Penalty: 4453.040039
	Iteration 33Q: 3 clusters Score -1002371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1002373.437500 Penalty: 4453.040039
	Iteration 34Q: 3 clusters Score -1002373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1002377.125000 Penalty: 4453.040039
	Iteration 35Q: 3 clusters Score -1002377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1002377.937500 Penalty: 4453.040039
	Iteration 36Q: 3 clusters Score -1002378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1002378.875000 Penalty: 4453.040039
	Iteration 37Q: 3 clusters Score -1002379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1002380.875000 Penalty: 4453.040039
	Iteration 38Q: 3 clusters Score -1002381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1002381.625000 Penalty: 4453.040039
	Iteration 39Q: 3 clusters Score -1002382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1002382.500000 Penalty: 4453.040039
	Iteration 40F: 3 clusters Score -1002382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1002381.500000 Penalty: 4453.040039
	Iteration 41Q: 3 clusters Score -1002382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1002382.750000 Penalty: 4453.040039
	Iteration 42Q: 3 clusters Score -1002383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1002386.125000 Penalty: 4453.040039
	Iteration 43Q: 3 clusters Score -1002386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1002385.062500 Penalty: 4453.040039
	Iteration 44Q: 3 clusters Score -1002385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1002386.125000 Penalty: 4453.040039
	Iteration 45Q: 3 clusters Score -1002386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1002386.125000 Penalty: 4453.040039
	Iteration 46F: 3 clusters Score -1002386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Entering Unmasked Estep 
Score: -804112.687500 Penalty: 2188.848145
	Iteration 0F: 2 clusters Score -804112.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -798511.312500 Penalty: 4377.696289
	Iteration 0F: 3 clusters Score -798511.3 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -800089.000000 Penalty: 4377.696289
	Iteration 1F: 3 clusters Score -800089 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -800383.312500 Penalty: 4377.696289
	Iteration 2F: 3 clusters Score -800383.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -800614.437500 Penalty: 4377.696289
	Iteration 3F: 3 clusters Score -800614.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -800863.000000 Penalty: 4377.696289
	Iteration 4Q: 3 clusters Score -800863 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -801123.500000 Penalty: 4377.696289
	Iteration 5Q: 3 clusters Score -801123.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -801356.125000 Penalty: 4377.696289
	Iteration 6Q: 3 clusters Score -801356.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -801569.437500 Penalty: 4377.696289
	Iteration 7Q: 3 clusters Score -801569.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -801749.937500 Penalty: 4377.696289
	Iteration 8Q: 3 clusters Score -801749.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -801904.687500 Penalty: 4377.696289
	Iteration 9Q: 3 clusters Score -801904.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -802031.937500 Penalty: 4377.696289
	Iteration 10Q: 3 clusters Score -802031.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -802153.250000 Penalty: 4377.696289
	Iteration 11Q: 3 clusters Score -802153.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -802268.062500 Penalty: 4377.696289
	Iteration 12Q: 3 clusters Score -802268.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -802350.125000 Penalty: 4377.696289
	Iteration 13Q: 3 clusters Score -802350.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -802412.750000 Penalty: 4377.696289
	Iteration 14Q: 3 clusters Score -802412.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -802455.812500 Penalty: 4377.696289
	Iteration 15Q: 3 clusters Score -802455.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -802480.750000 Penalty: 4377.696289
	Iteration 16Q: 3 clusters Score -802480.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -802507.750000 Penalty: 4377.696289
	Iteration 17Q: 3 clusters Score -802507.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -802530.062500 Penalty: 4377.696289
	Iteration 18Q: 3 clusters Score -802530.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -802546.500000 Penalty: 4377.696289
	Iteration 19Q: 3 clusters Score -802546.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -802555.562500 Penalty: 4377.696289
	Iteration 20F: 3 clusters Score -802555.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -802561.687500 Penalty: 4377.696289
	Iteration 21Q: 3 clusters Score -802561.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -802566.062500 Penalty: 4377.696289
	Iteration 22Q: 3 clusters Score -802566.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -802570.250000 Penalty: 4377.696289
	Iteration 23Q: 3 clusters Score -802570.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -802574.562500 Penalty: 4377.696289
	Iteration 24Q: 3 clusters Score -802574.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -802579.625000 Penalty: 4377.696289
	Iteration 25Q: 3 clusters Score -802579.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -802583.062500 Penalty: 4377.696289
	Iteration 26Q: 3 clusters Score -802583.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -802586.062500 Penalty: 4377.696289
	Iteration 27Q: 3 clusters Score -802586.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -802587.687500 Penalty: 4377.696289
	Iteration 28Q: 3 clusters Score -802587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -802590.000000 Penalty: 4377.696289
	Iteration 29Q: 3 clusters Score -802590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -802590.375000 Penalty: 4377.696289
	Iteration 30Q: 3 clusters Score -802590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -802591.562500 Penalty: 4377.696289
	Iteration 31Q: 3 clusters Score -802591.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -802593.125000 Penalty: 4377.696289
	Iteration 32Q: 3 clusters Score -802593.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -802595.500000 Penalty: 4377.696289
	Iteration 33Q: 3 clusters Score -802595.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -802597.125000 Penalty: 4377.696289
	Iteration 34Q: 3 clusters Score -802597.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -802599.437500 Penalty: 4377.696289
	Iteration 35Q: 3 clusters Score -802599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -802600.812500 Penalty: 4377.696289
	Iteration 36Q: 3 clusters Score -802600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -802603.062500 Penalty: 4377.696289
	Iteration 37Q: 3 clusters Score -802603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -802603.062500 Penalty: 4377.696289
	Iteration 38Q: 3 clusters Score -802603.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -802607.125000 Penalty: 4377.696289
	Iteration 39Q: 3 clusters Score -802607.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -802608.750000 Penalty: 4377.696289
	Iteration 40F: 3 clusters Score -802608.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -802609.500000 Penalty: 4377.696289
	Iteration 41Q: 3 clusters Score -802609.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -802612.937500 Penalty: 4377.696289
	Iteration 42Q: 3 clusters Score -802612.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -802614.187500 Penalty: 4377.696289
	Iteration 43Q: 3 clusters Score -802614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -802617.000000 Penalty: 4377.696289
	Iteration 44Q: 3 clusters Score -802617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -802618.187500 Penalty: 4377.696289
	Iteration 45Q: 3 clusters Score -802618.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -802621.500000 Penalty: 4377.696289
	Iteration 46Q: 3 clusters Score -802621.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -802627.750000 Penalty: 4377.696289
	Iteration 47Q: 3 clusters Score -802627.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -802628.562500 Penalty: 4377.696289
	Iteration 48Q: 3 clusters Score -802628.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -802628.937500 Penalty: 4377.696289
	Iteration 49Q: 3 clusters Score -802628.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -802630.812500 Penalty: 4377.696289
	Iteration 50Q: 3 clusters Score -802630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -802632.187500 Penalty: 4377.696289
	Iteration 51Q: 3 clusters Score -802632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -802632.875000 Penalty: 4377.696289
	Iteration 52Q: 3 clusters Score -802632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -802631.875000 Penalty: 4377.696289
	Iteration 53Q: 3 clusters Score -802631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -802632.750000 Penalty: 4377.696289
	Iteration 54Q: 3 clusters Score -802632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -802631.562500 Penalty: 4377.696289
	Iteration 55Q: 3 clusters Score -802631.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -802632.187500 Penalty: 4377.696289
	Iteration 56Q: 3 clusters Score -802632.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -802632.187500 Penalty: 4377.696289
	Iteration 57F: 3 clusters Score -802632.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99940 members 
Entering Unmasked Estep 
Score: -12605369.000000 Penalty: 2855.056641
	Iteration 0F: 2 clusters Score -1.260537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -12538555.000000 Penalty: 5710.113281
	Iteration 0F: 3 clusters Score -1.253856e+07 nChanged 47473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -12565795.000000 Penalty: 5710.113281
	Iteration 1F: 3 clusters Score -1.25658e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -12567063.000000 Penalty: 5710.113281
	Iteration 2Q: 3 clusters Score -1.256706e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -12568701.000000 Penalty: 5710.113281
	Iteration 3Q: 3 clusters Score -1.25687e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -12571282.000000 Penalty: 5710.113281
	Iteration 4F: 3 clusters Score -1.257128e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -12575560.000000 Penalty: 5710.113281
	Iteration 5F: 3 clusters Score -1.257556e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -12582221.000000 Penalty: 5710.113281
	Iteration 6F: 3 clusters Score -1.258222e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -12590025.000000 Penalty: 5710.113281
	Iteration 7F: 3 clusters Score -1.259002e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -12596625.000000 Penalty: 5710.113281
	Iteration 8F: 3 clusters Score -1.259662e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97232 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -12600305.000000 Penalty: 5710.113281
	Iteration 9Q: 3 clusters Score -1.26003e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12601832.000000 Penalty: 5710.113281
	Iteration 10Q: 3 clusters Score -1.260183e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99412 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12602360.000000 Penalty: 5710.113281
	Iteration 11Q: 3 clusters Score -1.260236e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99571 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12602574.000000 Penalty: 5710.113281
	Iteration 12Q: 3 clusters Score -1.260257e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -12602682.000000 Penalty: 5710.113281
	Iteration 13Q: 3 clusters Score -1.260268e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12602737.000000 Penalty: 5710.113281
	Iteration 14Q: 3 clusters Score -1.260274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99667 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12602758.000000 Penalty: 5710.113281
	Iteration 15Q: 3 clusters Score -1.260276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12602787.000000 Penalty: 5710.113281
	Iteration 16Q: 3 clusters Score -1.260279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12602812.000000 Penalty: 5710.113281
	Iteration 17Q: 3 clusters Score -1.260281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12602816.000000 Penalty: 5710.113281
	Iteration 18Q: 3 clusters Score -1.260282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12602820.000000 Penalty: 5710.113281
	Iteration 19Q: 3 clusters Score -1.260282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12602823.000000 Penalty: 5710.113281
	Iteration 20F: 3 clusters Score -1.260282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -12602818.000000 Penalty: 5710.113281
	Iteration 21Q: 3 clusters Score -1.260282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -12602818.000000 Penalty: 5710.113281
	Iteration 22F: 3 clusters Score -1.260282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (151093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151093 members 
Entering Unmasked Estep 
Score: -19229266.000000 Penalty: 2957.561279
	Iteration 0F: 2 clusters Score -1.922927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -19131532.000000 Penalty: 5915.122559
	Iteration 0F: 3 clusters Score -1.913153e+07 nChanged 72184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 76426 members 
Entering Unmasked Estep 
Score: -19173040.000000 Penalty: 5915.122559
	Iteration 1F: 3 clusters Score -1.917304e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 76800 members 
Entering Unmasked Estep 
Score: -19174160.000000 Penalty: 5915.122559
	Iteration 2Q: 3 clusters Score -1.917416e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -19175738.000000 Penalty: 5915.122559
	Iteration 3Q: 3 clusters Score -1.917574e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -19177828.000000 Penalty: 5915.122559
	Iteration 4Q: 3 clusters Score -1.917783e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
Score: -19180530.000000 Penalty: 5915.122559
	Iteration 5Q: 3 clusters Score -1.918053e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -19184154.000000 Penalty: 5915.122559
	Iteration 6Q: 3 clusters Score -1.918415e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -19188254.000000 Penalty: 5915.122559
	Iteration 7F: 3 clusters Score -1.918825e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 86658 members 
Entering Unmasked Estep 
Score: -19193250.000000 Penalty: 5915.122559
	Iteration 8F: 3 clusters Score -1.919325e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 89111 members 
Entering Unmasked Estep 
Score: -19198408.000000 Penalty: 5915.122559
	Iteration 9F: 3 clusters Score -1.919841e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60006 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -19202746.000000 Penalty: 5915.122559
	Iteration 10F: 3 clusters Score -1.920275e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 92588 members 
Entering Unmasked Estep 
Score: -19205908.000000 Penalty: 5915.122559
	Iteration 11Q: 3 clusters Score -1.920591e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 93756 members 
Entering Unmasked Estep 
Score: -19208426.000000 Penalty: 5915.122559
	Iteration 12Q: 3 clusters Score -1.920843e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 94946 members 
Entering Unmasked Estep 
Score: -19210046.000000 Penalty: 5915.122559
	Iteration 13Q: 3 clusters Score -1.921005e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -19211098.000000 Penalty: 5915.122559
	Iteration 14Q: 3 clusters Score -1.92111e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -19211732.000000 Penalty: 5915.122559
	Iteration 15Q: 3 clusters Score -1.921173e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 98657 members 
Entering Unmasked Estep 
Score: -19212430.000000 Penalty: 5915.122559
	Iteration 16Q: 3 clusters Score -1.921243e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -19212886.000000 Penalty: 5915.122559
	Iteration 17Q: 3 clusters Score -1.921289e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 100810 members 
Entering Unmasked Estep 
Score: -19213296.000000 Penalty: 5915.122559
	Iteration 18Q: 3 clusters Score -1.92133e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 101878 members 
Entering Unmasked Estep 
Score: -19213894.000000 Penalty: 5915.122559
	Iteration 19Q: 3 clusters Score -1.921389e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
Score: -19214196.000000 Penalty: 5915.122559
	Iteration 20F: 3 clusters Score -1.92142e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -19214544.000000 Penalty: 5915.122559
	Iteration 21Q: 3 clusters Score -1.921454e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 105027 members 
Entering Unmasked Estep 
Score: -19214910.000000 Penalty: 5915.122559
	Iteration 22Q: 3 clusters Score -1.921491e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -19215212.000000 Penalty: 5915.122559
	Iteration 23Q: 3 clusters Score -1.921521e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 107014 members 
Entering Unmasked Estep 
Score: -19215392.000000 Penalty: 5915.122559
	Iteration 24Q: 3 clusters Score -1.921539e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 108106 members 
Entering Unmasked Estep 
Score: -19215560.000000 Penalty: 5915.122559
	Iteration 25Q: 3 clusters Score -1.921556e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -19215862.000000 Penalty: 5915.122559
	Iteration 26Q: 3 clusters Score -1.921586e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 110409 members 
Entering Unmasked Estep 
Score: -19216170.000000 Penalty: 5915.122559
	Iteration 27Q: 3 clusters Score -1.921617e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 111671 members 
Entering Unmasked Estep 
Score: -19216488.000000 Penalty: 5915.122559
	Iteration 28Q: 3 clusters Score -1.921649e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 113011 members 
Entering Unmasked Estep 
Score: -19216780.000000 Penalty: 5915.122559
	Iteration 29Q: 3 clusters Score -1.921678e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 114437 members 
Entering Unmasked Estep 
Score: -19217110.000000 Penalty: 5915.122559
	Iteration 30Q: 3 clusters Score -1.921711e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 115939 members 
Entering Unmasked Estep 
Score: -19217336.000000 Penalty: 5915.122559
	Iteration 31Q: 3 clusters Score -1.921734e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 117529 members 
Entering Unmasked Estep 
Score: -19217788.000000 Penalty: 5915.122559
	Iteration 32Q: 3 clusters Score -1.921779e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 119222 members 
Entering Unmasked Estep 
Score: -19218238.000000 Penalty: 5915.122559
	Iteration 33Q: 3 clusters Score -1.921824e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 120968 members 
Entering Unmasked Estep 
Score: -19218784.000000 Penalty: 5915.122559
	Iteration 34Q: 3 clusters Score -1.921878e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 122769 members 
Entering Unmasked Estep 
Score: -19219406.000000 Penalty: 5915.122559
	Iteration 35Q: 3 clusters Score -1.921941e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 124664 members 
Entering Unmasked Estep 
Score: -19220124.000000 Penalty: 5915.122559
	Iteration 36Q: 3 clusters Score -1.922012e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 126605 members 
Entering Unmasked Estep 
Score: -19220874.000000 Penalty: 5915.122559
	Iteration 37Q: 3 clusters Score -1.922087e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 128564 members 
Entering Unmasked Estep 
Score: -19221664.000000 Penalty: 5915.122559
	Iteration 38Q: 3 clusters Score -1.922166e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 130415 members 
Entering Unmasked Estep 
Score: -19222296.000000 Penalty: 5915.122559
	Iteration 39Q: 3 clusters Score -1.92223e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 132146 members 
Entering Unmasked Estep 
Score: -19223158.000000 Penalty: 5915.122559
	Iteration 40F: 3 clusters Score -1.922316e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -19224148.000000 Penalty: 5915.122559
	Iteration 41Q: 3 clusters Score -1.922415e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 135534 members 
Entering Unmasked Estep 
Score: -19225160.000000 Penalty: 5915.122559
	Iteration 42Q: 3 clusters Score -1.922516e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 136989 members 
Entering Unmasked Estep 
Score: -19225968.000000 Penalty: 5915.122559
	Iteration 43Q: 3 clusters Score -1.922597e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 138232 members 
Entering Unmasked Estep 
Score: -19226846.000000 Penalty: 5915.122559
	Iteration 44Q: 3 clusters Score -1.922685e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 139267 members 
Entering Unmasked Estep 
Score: -19227492.000000 Penalty: 5915.122559
	Iteration 45Q: 3 clusters Score -1.922749e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 140083 members 
Entering Unmasked Estep 
Score: -19228036.000000 Penalty: 5915.122559
	Iteration 46Q: 3 clusters Score -1.922804e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 140780 members 
Entering Unmasked Estep 
Score: -19228414.000000 Penalty: 5915.122559
	Iteration 47Q: 3 clusters Score -1.922841e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 141342 members 
Entering Unmasked Estep 
Score: -19228660.000000 Penalty: 5915.122559
	Iteration 48Q: 3 clusters Score -1.922866e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 141838 members 
Entering Unmasked Estep 
Score: -19228910.000000 Penalty: 5915.122559
	Iteration 49Q: 3 clusters Score -1.922891e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 142252 members 
Entering Unmasked Estep 
Score: -19229046.000000 Penalty: 5915.122559
	Iteration 50Q: 3 clusters Score -1.922905e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 142616 members 
Entering Unmasked Estep 
Score: -19229162.000000 Penalty: 5915.122559
	Iteration 51Q: 3 clusters Score -1.922916e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 142898 members 
Entering Unmasked Estep 
Score: -19229230.000000 Penalty: 5915.122559
	Iteration 52Q: 3 clusters Score -1.922923e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 143125 members 
Entering Unmasked Estep 
Score: -19229308.000000 Penalty: 5915.122559
	Iteration 53Q: 3 clusters Score -1.922931e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 143334 members 
Entering Unmasked Estep 
Score: -19229344.000000 Penalty: 5915.122559
	Iteration 54Q: 3 clusters Score -1.922934e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 143532 members 
Entering Unmasked Estep 
Score: -19229352.000000 Penalty: 5915.122559
	Iteration 55Q: 3 clusters Score -1.922935e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 143712 members 
Entering Unmasked Estep 
Score: -19229348.000000 Penalty: 5915.122559
	Iteration 56Q: 3 clusters Score -1.922935e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 143879 members 
Entering Unmasked Estep 
Score: -19229318.000000 Penalty: 5915.122559
	Iteration 57Q: 3 clusters Score -1.922932e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 144021 members 
Entering Unmasked Estep 
Score: -19229372.000000 Penalty: 5915.122559
	Iteration 58Q: 3 clusters Score -1.922937e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 144131 members 
Entering Unmasked Estep 
Score: -19229366.000000 Penalty: 5915.122559
	Iteration 59Q: 3 clusters Score -1.922937e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -19229394.000000 Penalty: 5915.122559
	Iteration 60F: 3 clusters Score -1.922939e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 144336 members 
Entering Unmasked Estep 
Score: -19229380.000000 Penalty: 5915.122559
	Iteration 61Q: 3 clusters Score -1.922938e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 144409 members 
Entering Unmasked Estep 
Score: -19229398.000000 Penalty: 5915.122559
	Iteration 62Q: 3 clusters Score -1.92294e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 144475 members 
Entering Unmasked Estep 
Score: -19229406.000000 Penalty: 5915.122559
	Iteration 63Q: 3 clusters Score -1.922941e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 144537 members 
Entering Unmasked Estep 
Score: -19229394.000000 Penalty: 5915.122559
	Iteration 64Q: 3 clusters Score -1.922939e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 144589 members 
Entering Unmasked Estep 
Score: -19229406.000000 Penalty: 5915.122559
	Iteration 65Q: 3 clusters Score -1.922941e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 144632 members 
Entering Unmasked Estep 
Score: -19229400.000000 Penalty: 5915.122559
	Iteration 66Q: 3 clusters Score -1.92294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 144664 members 
Entering Unmasked Estep 
Score: -19229438.000000 Penalty: 5915.122559
	Iteration 67Q: 3 clusters Score -1.922944e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 144700 members 
Entering Unmasked Estep 
Score: -19229440.000000 Penalty: 5915.122559
	Iteration 68Q: 3 clusters Score -1.922944e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 144732 members 
Entering Unmasked Estep 
Score: -19229422.000000 Penalty: 5915.122559
	Iteration 69Q: 3 clusters Score -1.922942e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 144762 members 
Entering Unmasked Estep 
Score: -19229428.000000 Penalty: 5915.122559
	Iteration 70Q: 3 clusters Score -1.922943e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 144791 members 
Entering Unmasked Estep 
Score: -19229410.000000 Penalty: 5915.122559
	Iteration 71Q: 3 clusters Score -1.922941e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 144819 members 
Entering Unmasked Estep 
Score: -19229426.000000 Penalty: 5915.122559
	Iteration 72Q: 3 clusters Score -1.922943e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 144854 members 
Entering Unmasked Estep 
Score: -19229426.000000 Penalty: 5915.122559
	Iteration 73Q: 3 clusters Score -1.922943e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 144883 members 
Entering Unmasked Estep 
Score: -19229402.000000 Penalty: 5915.122559
	Iteration 74Q: 3 clusters Score -1.92294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 144903 members 
Entering Unmasked Estep 
Score: -19229396.000000 Penalty: 5915.122559
	Iteration 75Q: 3 clusters Score -1.92294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 144915 members 
Entering Unmasked Estep 
Score: -19229400.000000 Penalty: 5915.122559
	Iteration 76Q: 3 clusters Score -1.92294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 144932 members 
Entering Unmasked Estep 
Score: -19229396.000000 Penalty: 5915.122559
	Iteration 77Q: 3 clusters Score -1.92294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 144953 members 
Entering Unmasked Estep 
Score: -19229430.000000 Penalty: 5915.122559
	Iteration 78Q: 3 clusters Score -1.922943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 144965 members 
Entering Unmasked Estep 
Score: -19229414.000000 Penalty: 5915.122559
	Iteration 79Q: 3 clusters Score -1.922941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 144985 members 
Entering Unmasked Estep 
Score: -19229434.000000 Penalty: 5915.122559
	Iteration 80F: 3 clusters Score -1.922943e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 144999 members 
Entering Unmasked Estep 
Score: -19229442.000000 Penalty: 5915.122559
	Iteration 81Q: 3 clusters Score -1.922944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 145010 members 
Entering Unmasked Estep 
Score: -19229430.000000 Penalty: 5915.122559
	Iteration 82Q: 3 clusters Score -1.922943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 145024 members 
Entering Unmasked Estep 
Score: -19229424.000000 Penalty: 5915.122559
	Iteration 83Q: 3 clusters Score -1.922942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 145041 members 
Entering Unmasked Estep 
Score: -19229424.000000 Penalty: 5915.122559
	Iteration 84Q: 3 clusters Score -1.922942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 145053 members 
Entering Unmasked Estep 
Score: -19229408.000000 Penalty: 5915.122559
	Iteration 85Q: 3 clusters Score -1.922941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 145059 members 
Entering Unmasked Estep 
Score: -19229410.000000 Penalty: 5915.122559
	Iteration 86Q: 3 clusters Score -1.922941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -19229410.000000 Penalty: 5915.122559
	Iteration 87Q: 3 clusters Score -1.922941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 145076 members 
Entering Unmasked Estep 
Score: -19229408.000000 Penalty: 5915.122559
	Iteration 88Q: 3 clusters Score -1.922941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 145087 members 
Entering Unmasked Estep 
Score: -19229398.000000 Penalty: 5915.122559
	Iteration 89Q: 3 clusters Score -1.92294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 145095 members 
Entering Unmasked Estep 
Score: -19229382.000000 Penalty: 5915.122559
	Iteration 90Q: 3 clusters Score -1.922938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 145101 members 
Entering Unmasked Estep 
Score: -19229392.000000 Penalty: 5915.122559
	Iteration 91Q: 3 clusters Score -1.922939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 145109 members 
Entering Unmasked Estep 
Score: -19229396.000000 Penalty: 5915.122559
	Iteration 92Q: 3 clusters Score -1.92294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 145114 members 
Entering Unmasked Estep 
Score: -19229404.000000 Penalty: 5915.122559
	Iteration 93Q: 3 clusters Score -1.92294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 145123 members 
Entering Unmasked Estep 
Score: -19229404.000000 Penalty: 5915.122559
	Iteration 94Q: 3 clusters Score -1.92294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 145132 members 
Entering Unmasked Estep 
Score: -19229414.000000 Penalty: 5915.122559
	Iteration 95Q: 3 clusters Score -1.922941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 145140 members 
Entering Unmasked Estep 
Score: -19229408.000000 Penalty: 5915.122559
	Iteration 96Q: 3 clusters Score -1.922941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 145148 members 
Entering Unmasked Estep 
Score: -19229404.000000 Penalty: 5915.122559
	Iteration 97Q: 3 clusters Score -1.92294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 145158 members 
Entering Unmasked Estep 
Score: -19229406.000000 Penalty: 5915.122559
	Iteration 98Q: 3 clusters Score -1.922941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 145163 members 
Entering Unmasked Estep 
Score: -19229412.000000 Penalty: 5915.122559
	Iteration 99Q: 3 clusters Score -1.922941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 145165 members 
Entering Unmasked Estep 
Score: -19229410.000000 Penalty: 5915.122559
	Iteration 100F: 3 clusters Score -1.922941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 145173 members 
Entering Unmasked Estep 
Score: -19229396.000000 Penalty: 5915.122559
	Iteration 101Q: 3 clusters Score -1.92294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 145182 members 
Entering Unmasked Estep 
Score: -19229398.000000 Penalty: 5915.122559
	Iteration 102Q: 3 clusters Score -1.92294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 145192 members 
Entering Unmasked Estep 
Score: -19229398.000000 Penalty: 5915.122559
	Iteration 103Q: 3 clusters Score -1.92294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 145198 members 
Entering Unmasked Estep 
Score: -19229388.000000 Penalty: 5915.122559
	Iteration 104Q: 3 clusters Score -1.922939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 145205 members 
Entering Unmasked Estep 
Score: -19229380.000000 Penalty: 5915.122559
	Iteration 105Q: 3 clusters Score -1.922938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 145211 members 
Entering Unmasked Estep 
Score: -19229390.000000 Penalty: 5915.122559
	Iteration 106Q: 3 clusters Score -1.922939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 145219 members 
Entering Unmasked Estep 
Score: -19229390.000000 Penalty: 5915.122559
	Iteration 107Q: 3 clusters Score -1.922939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 145232 members 
Entering Unmasked Estep 
Score: -19229400.000000 Penalty: 5915.122559
	Iteration 108Q: 3 clusters Score -1.92294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 145242 members 
Entering Unmasked Estep 
Score: -19229414.000000 Penalty: 5915.122559
	Iteration 109Q: 3 clusters Score -1.922941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 145259 members 
Entering Unmasked Estep 
Score: -19229392.000000 Penalty: 5915.122559
	Iteration 110Q: 3 clusters Score -1.922939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 145279 members 
Entering Unmasked Estep 
Score: -19229414.000000 Penalty: 5915.122559
	Iteration 111Q: 3 clusters Score -1.922941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 145293 members 
Entering Unmasked Estep 
Score: -19229388.000000 Penalty: 5915.122559
	Iteration 112Q: 3 clusters Score -1.922939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 145303 members 
Entering Unmasked Estep 
Score: -19229386.000000 Penalty: 5915.122559
	Iteration 113Q: 3 clusters Score -1.922939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 145313 members 
Entering Unmasked Estep 
Score: -19229376.000000 Penalty: 5915.122559
	Iteration 114Q: 3 clusters Score -1.922938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 145325 members 
Entering Unmasked Estep 
Score: -19229386.000000 Penalty: 5915.122559
	Iteration 115Q: 3 clusters Score -1.922939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 145336 members 
Entering Unmasked Estep 
Score: -19229366.000000 Penalty: 5915.122559
	Iteration 116Q: 3 clusters Score -1.922937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 145351 members 
Entering Unmasked Estep 
Score: -19229376.000000 Penalty: 5915.122559
	Iteration 117Q: 3 clusters Score -1.922938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 145362 members 
Entering Unmasked Estep 
Score: -19229356.000000 Penalty: 5915.122559
	Iteration 118Q: 3 clusters Score -1.922936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 145370 members 
Entering Unmasked Estep 
Score: -19229360.000000 Penalty: 5915.122559
	Iteration 119Q: 3 clusters Score -1.922936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 145376 members 
Entering Unmasked Estep 
Score: -19229372.000000 Penalty: 5915.122559
	Iteration 120F: 3 clusters Score -1.922937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 145381 members 
Entering Unmasked Estep 
Score: -19229380.000000 Penalty: 5915.122559
	Iteration 121Q: 3 clusters Score -1.922938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 145385 members 
Entering Unmasked Estep 
Score: -19229378.000000 Penalty: 5915.122559
	Iteration 122Q: 3 clusters Score -1.922938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 145388 members 
Entering Unmasked Estep 
Score: -19229366.000000 Penalty: 5915.122559
	Iteration 123Q: 3 clusters Score -1.922937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 145394 members 
Entering Unmasked Estep 
Score: -19229372.000000 Penalty: 5915.122559
	Iteration 124Q: 3 clusters Score -1.922937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 145400 members 
Entering Unmasked Estep 
Score: -19229368.000000 Penalty: 5915.122559
	Iteration 125Q: 3 clusters Score -1.922937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 145404 members 
Entering Unmasked Estep 
Score: -19229372.000000 Penalty: 5915.122559
	Iteration 126Q: 3 clusters Score -1.922937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 145406 members 
Entering Unmasked Estep 
Score: -19229370.000000 Penalty: 5915.122559
	Iteration 127Q: 3 clusters Score -1.922937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 145406 members 
Entering Unmasked Estep 
Score: -19229370.000000 Penalty: 5915.122559
	Iteration 128F: 3 clusters Score -1.922937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156773 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 17880 members 
Mstep: Class 10 contains 286432 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4840 members 
Mstep: Class 17 contains 34138 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 46111 members 
Mstep: Class 23 contains 27488 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19642 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79785 members 
Mstep: Class 33 contains 145406 members 
Entering Unmasked Estep 
Score: -157736752.000000 Penalty: 114993.804688
Splitting cluster 21 changes total score from -157737728.000000 to -157736752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (46111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Entering Unmasked Estep 
Score: -5603263.000000 Penalty: 2663.224121
	Iteration 0F: 2 clusters Score -5603263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -5572295.500000 Penalty: 5326.448242
	Iteration 0F: 3 clusters Score -5572296 nChanged 21211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -5584433.000000 Penalty: 5326.448242
	Iteration 1F: 3 clusters Score -5584433 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -5585552.500000 Penalty: 5326.448242
	Iteration 2F: 3 clusters Score -5585552 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5586800.500000 Penalty: 5326.448242
	Iteration 3F: 3 clusters Score -5586800 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -5588056.500000 Penalty: 5326.448242
	Iteration 4F: 3 clusters Score -5588056 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -5589192.000000 Penalty: 5326.448242
	Iteration 5F: 3 clusters Score -5589192 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -5590285.500000 Penalty: 5326.448242
	Iteration 6Q: 3 clusters Score -5590286 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -5591415.500000 Penalty: 5326.448242
	Iteration 7Q: 3 clusters Score -5591416 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5592514.000000 Penalty: 5326.448242
	Iteration 8Q: 3 clusters Score -5592514 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -5593561.000000 Penalty: 5326.448242
	Iteration 9Q: 3 clusters Score -5593561 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -5594332.500000 Penalty: 5326.448242
	Iteration 10Q: 3 clusters Score -5594332 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -5594856.000000 Penalty: 5326.448242
	Iteration 11Q: 3 clusters Score -5594856 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -5595274.500000 Penalty: 5326.448242
	Iteration 12Q: 3 clusters Score -5595274 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -5595607.500000 Penalty: 5326.448242
	Iteration 13Q: 3 clusters Score -5595608 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -5595916.000000 Penalty: 5326.448242
	Iteration 14Q: 3 clusters Score -5595916 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -5596219.500000 Penalty: 5326.448242
	Iteration 15Q: 3 clusters Score -5596220 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -5596569.000000 Penalty: 5326.448242
	Iteration 16Q: 3 clusters Score -5596569 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -5596971.000000 Penalty: 5326.448242
	Iteration 17Q: 3 clusters Score -5596971 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -5597415.500000 Penalty: 5326.448242
	Iteration 18Q: 3 clusters Score -5597416 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -5597907.500000 Penalty: 5326.448242
	Iteration 19Q: 3 clusters Score -5597908 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -5598323.000000 Penalty: 5326.448242
	Iteration 20F: 3 clusters Score -5598323 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -5598808.500000 Penalty: 5326.448242
	Iteration 21Q: 3 clusters Score -5598808 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -5599280.500000 Penalty: 5326.448242
	Iteration 22Q: 3 clusters Score -5599280 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -5599694.500000 Penalty: 5326.448242
	Iteration 23Q: 3 clusters Score -5599694 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -5599950.000000 Penalty: 5326.448242
	Iteration 24Q: 3 clusters Score -5599950 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -5600234.000000 Penalty: 5326.448242
	Iteration 25Q: 3 clusters Score -5600234 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -5600410.000000 Penalty: 5326.448242
	Iteration 26Q: 3 clusters Score -5600410 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -5600605.500000 Penalty: 5326.448242
	Iteration 27Q: 3 clusters Score -5600606 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -5600734.500000 Penalty: 5326.448242
	Iteration 28Q: 3 clusters Score -5600734 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -5600838.500000 Penalty: 5326.448242
	Iteration 29Q: 3 clusters Score -5600838 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -5600959.000000 Penalty: 5326.448242
	Iteration 30Q: 3 clusters Score -5600959 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -5601065.000000 Penalty: 5326.448242
	Iteration 31Q: 3 clusters Score -5601065 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -5601119.000000 Penalty: 5326.448242
	Iteration 32Q: 3 clusters Score -5601119 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -5601204.000000 Penalty: 5326.448242
	Iteration 33Q: 3 clusters Score -5601204 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5601255.000000 Penalty: 5326.448242
	Iteration 34Q: 3 clusters Score -5601255 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -5601326.000000 Penalty: 5326.448242
	Iteration 35Q: 3 clusters Score -5601326 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -5601378.000000 Penalty: 5326.448242
	Iteration 36Q: 3 clusters Score -5601378 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5601433.000000 Penalty: 5326.448242
	Iteration 37Q: 3 clusters Score -5601433 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5601477.000000 Penalty: 5326.448242
	Iteration 38Q: 3 clusters Score -5601477 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5601511.500000 Penalty: 5326.448242
	Iteration 39Q: 3 clusters Score -5601512 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5601542.000000 Penalty: 5326.448242
	Iteration 40F: 3 clusters Score -5601542 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -5601560.000000 Penalty: 5326.448242
	Iteration 41Q: 3 clusters Score -5601560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5601582.500000 Penalty: 5326.448242
	Iteration 42Q: 3 clusters Score -5601582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5601606.500000 Penalty: 5326.448242
	Iteration 43Q: 3 clusters Score -5601606 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5601613.500000 Penalty: 5326.448242
	Iteration 44Q: 3 clusters Score -5601614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -5601606.000000 Penalty: 5326.448242
	Iteration 45Q: 3 clusters Score -5601606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5601610.000000 Penalty: 5326.448242
	Iteration 46Q: 3 clusters Score -5601610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5601620.500000 Penalty: 5326.448242
	Iteration 47Q: 3 clusters Score -5601620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5601627.500000 Penalty: 5326.448242
	Iteration 48Q: 3 clusters Score -5601628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5601650.500000 Penalty: 5326.448242
	Iteration 49Q: 3 clusters Score -5601650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5601651.500000 Penalty: 5326.448242
	Iteration 50Q: 3 clusters Score -5601652 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5601668.000000 Penalty: 5326.448242
	Iteration 51Q: 3 clusters Score -5601668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5601682.500000 Penalty: 5326.448242
	Iteration 52Q: 3 clusters Score -5601682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5601699.000000 Penalty: 5326.448242
	Iteration 53Q: 3 clusters Score -5601699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5601717.000000 Penalty: 5326.448242
	Iteration 54Q: 3 clusters Score -5601717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5601708.000000 Penalty: 5326.448242
	Iteration 55Q: 3 clusters Score -5601708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5601711.000000 Penalty: 5326.448242
	Iteration 56Q: 3 clusters Score -5601711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5601719.000000 Penalty: 5326.448242
	Iteration 57Q: 3 clusters Score -5601719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5601723.500000 Penalty: 5326.448242
	Iteration 58Q: 3 clusters Score -5601724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5601732.000000 Penalty: 5326.448242
	Iteration 59Q: 3 clusters Score -5601732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5601734.500000 Penalty: 5326.448242
	Iteration 60F: 3 clusters Score -5601734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5601744.500000 Penalty: 5326.448242
	Iteration 61Q: 3 clusters Score -5601744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5601741.000000 Penalty: 5326.448242
	Iteration 62Q: 3 clusters Score -5601741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5601754.500000 Penalty: 5326.448242
	Iteration 63Q: 3 clusters Score -5601754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5601751.000000 Penalty: 5326.448242
	Iteration 64Q: 3 clusters Score -5601751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5601759.500000 Penalty: 5326.448242
	Iteration 65Q: 3 clusters Score -5601760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5601759.000000 Penalty: 5326.448242
	Iteration 66Q: 3 clusters Score -5601759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5601763.500000 Penalty: 5326.448242
	Iteration 67Q: 3 clusters Score -5601764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5601775.500000 Penalty: 5326.448242
	Iteration 68Q: 3 clusters Score -5601776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5601777.000000 Penalty: 5326.448242
	Iteration 69Q: 3 clusters Score -5601777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5601777.000000 Penalty: 5326.448242
	Iteration 70F: 3 clusters Score -5601777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Entering Unmasked Estep 
Score: -3576219.500000 Penalty: 2534.933350
	Iteration 0F: 2 clusters Score -3576220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3557336.000000 Penalty: 5069.866699
	Iteration 0F: 3 clusters Score -3557336 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3563803.500000 Penalty: 5069.866699
	Iteration 1F: 3 clusters Score -3563804 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3564209.000000 Penalty: 5069.866699
	Iteration 2Q: 3 clusters Score -3564209 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3564586.500000 Penalty: 5069.866699
	Iteration 3Q: 3 clusters Score -3564586 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3564972.000000 Penalty: 5069.866699
	Iteration 4Q: 3 clusters Score -3564972 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3565431.250000 Penalty: 5069.866699
	Iteration 5Q: 3 clusters Score -3565431 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3565963.750000 Penalty: 5069.866699
	Iteration 6Q: 3 clusters Score -3565964 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3566521.250000 Penalty: 5069.866699
	Iteration 7Q: 3 clusters Score -3566521 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3567209.000000 Penalty: 5069.866699
	Iteration 8Q: 3 clusters Score -3567209 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3567978.250000 Penalty: 5069.866699
	Iteration 9Q: 3 clusters Score -3567978 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3568901.250000 Penalty: 5069.866699
	Iteration 10Q: 3 clusters Score -3568901 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3569859.750000 Penalty: 5069.866699
	Iteration 11Q: 3 clusters Score -3569860 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3570802.750000 Penalty: 5069.866699
	Iteration 12Q: 3 clusters Score -3570803 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3571616.000000 Penalty: 5069.866699
	Iteration 13Q: 3 clusters Score -3571616 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3572287.000000 Penalty: 5069.866699
	Iteration 14Q: 3 clusters Score -3572287 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3572772.500000 Penalty: 5069.866699
	Iteration 15Q: 3 clusters Score -3572772 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3573135.250000 Penalty: 5069.866699
	Iteration 16Q: 3 clusters Score -3573135 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3573410.500000 Penalty: 5069.866699
	Iteration 17Q: 3 clusters Score -3573410 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3573587.750000 Penalty: 5069.866699
	Iteration 18Q: 3 clusters Score -3573588 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3573701.000000 Penalty: 5069.866699
	Iteration 19Q: 3 clusters Score -3573701 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3573794.500000 Penalty: 5069.866699
	Iteration 20F: 3 clusters Score -3573794 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3573848.500000 Penalty: 5069.866699
	Iteration 21Q: 3 clusters Score -3573848 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3573895.250000 Penalty: 5069.866699
	Iteration 22Q: 3 clusters Score -3573895 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3573937.750000 Penalty: 5069.866699
	Iteration 23Q: 3 clusters Score -3573938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3573967.750000 Penalty: 5069.866699
	Iteration 24Q: 3 clusters Score -3573968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3573988.000000 Penalty: 5069.866699
	Iteration 25Q: 3 clusters Score -3573988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3574009.750000 Penalty: 5069.866699
	Iteration 26Q: 3 clusters Score -3574010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3574029.000000 Penalty: 5069.866699
	Iteration 27Q: 3 clusters Score -3574029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3574053.250000 Penalty: 5069.866699
	Iteration 28Q: 3 clusters Score -3574053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3574058.000000 Penalty: 5069.866699
	Iteration 29Q: 3 clusters Score -3574058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3574062.250000 Penalty: 5069.866699
	Iteration 30Q: 3 clusters Score -3574062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3574065.500000 Penalty: 5069.866699
	Iteration 31Q: 3 clusters Score -3574066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3574067.500000 Penalty: 5069.866699
	Iteration 32Q: 3 clusters Score -3574068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3574073.250000 Penalty: 5069.866699
	Iteration 33Q: 3 clusters Score -3574073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3574079.500000 Penalty: 5069.866699
	Iteration 34Q: 3 clusters Score -3574080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3574082.750000 Penalty: 5069.866699
	Iteration 35Q: 3 clusters Score -3574083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3574082.500000 Penalty: 5069.866699
	Iteration 36Q: 3 clusters Score -3574082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3574084.750000 Penalty: 5069.866699
	Iteration 37Q: 3 clusters Score -3574085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3574085.750000 Penalty: 5069.866699
	Iteration 38Q: 3 clusters Score -3574086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3574090.000000 Penalty: 5069.866699
	Iteration 39Q: 3 clusters Score -3574090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3574091.000000 Penalty: 5069.866699
	Iteration 40F: 3 clusters Score -3574091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3574094.000000 Penalty: 5069.866699
	Iteration 41Q: 3 clusters Score -3574094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3574100.250000 Penalty: 5069.866699
	Iteration 42Q: 3 clusters Score -3574100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3574104.500000 Penalty: 5069.866699
	Iteration 43Q: 3 clusters Score -3574104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3574107.000000 Penalty: 5069.866699
	Iteration 44Q: 3 clusters Score -3574107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3574110.000000 Penalty: 5069.866699
	Iteration 45Q: 3 clusters Score -3574110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3574101.000000 Penalty: 5069.866699
	Iteration 46Q: 3 clusters Score -3574101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3574101.000000 Penalty: 5069.866699
	Iteration 47F: 3 clusters Score -3574101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -62118.042969 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -62118.04 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: -60672.570312 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -60672.57 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61170.988281 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -61170.99 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -61506.667969 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -61506.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -61709.269531 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -61709.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -61847.804688 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -61847.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -61878.734375 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -61878.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -61888.937500 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -61888.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -61895.429688 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -61895.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -61898.914062 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -61898.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -61898.914062 Penalty: 3150.904053
	Iteration 9F: 3 clusters Score -61898.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -93018.492188 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -93018.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91242.453125 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -91242.45 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91538.921875 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -91538.92 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -91658.984375 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -91658.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -91742.578125 Penalty: 3304.280029
	Iteration 3F: 3 clusters Score -91742.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -91866.109375 Penalty: 3304.280029
	Iteration 4F: 3 clusters Score -91866.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -92010.414062 Penalty: 3304.280029
	Iteration 5F: 3 clusters Score -92010.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -92096.515625 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -92096.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -92124.953125 Penalty: 3304.280029
	Iteration 7Q: 3 clusters Score -92124.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -92140.953125 Penalty: 3304.280029
	Iteration 8Q: 3 clusters Score -92140.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -92146.585938 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -92146.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -92152.359375 Penalty: 3304.280029
	Iteration 10Q: 3 clusters Score -92152.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -92152.359375 Penalty: 3304.280029
	Iteration 11F: 3 clusters Score -92152.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Entering Unmasked Estep 
Score: -2295502.500000 Penalty: 2451.585449
	Iteration 0F: 2 clusters Score -2295502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2281602.500000 Penalty: 4903.170898
	Iteration 0F: 3 clusters Score -2281602 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2286513.000000 Penalty: 4903.170898
	Iteration 1F: 3 clusters Score -2286513 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2287154.000000 Penalty: 4903.170898
	Iteration 2F: 3 clusters Score -2287154 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2287641.500000 Penalty: 4903.170898
	Iteration 3F: 3 clusters Score -2287642 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2288115.500000 Penalty: 4903.170898
	Iteration 4Q: 3 clusters Score -2288116 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2288563.500000 Penalty: 4903.170898
	Iteration 5Q: 3 clusters Score -2288564 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2289016.750000 Penalty: 4903.170898
	Iteration 6Q: 3 clusters Score -2289017 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2289530.750000 Penalty: 4903.170898
	Iteration 7Q: 3 clusters Score -2289531 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2290133.750000 Penalty: 4903.170898
	Iteration 8Q: 3 clusters Score -2290134 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2290782.500000 Penalty: 4903.170898
	Iteration 9Q: 3 clusters Score -2290782 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2291504.750000 Penalty: 4903.170898
	Iteration 10Q: 3 clusters Score -2291505 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2292185.750000 Penalty: 4903.170898
	Iteration 11Q: 3 clusters Score -2292186 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2292696.750000 Penalty: 4903.170898
	Iteration 12Q: 3 clusters Score -2292697 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2293110.250000 Penalty: 4903.170898
	Iteration 13Q: 3 clusters Score -2293110 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2293397.250000 Penalty: 4903.170898
	Iteration 14Q: 3 clusters Score -2293397 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2293580.250000 Penalty: 4903.170898
	Iteration 15Q: 3 clusters Score -2293580 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2293748.750000 Penalty: 4903.170898
	Iteration 16Q: 3 clusters Score -2293749 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2293887.500000 Penalty: 4903.170898
	Iteration 17Q: 3 clusters Score -2293888 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2293982.000000 Penalty: 4903.170898
	Iteration 18Q: 3 clusters Score -2293982 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2294041.750000 Penalty: 4903.170898
	Iteration 19Q: 3 clusters Score -2294042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2294077.250000 Penalty: 4903.170898
	Iteration 20F: 3 clusters Score -2294077 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2294100.000000 Penalty: 4903.170898
	Iteration 21Q: 3 clusters Score -2294100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2294133.000000 Penalty: 4903.170898
	Iteration 22Q: 3 clusters Score -2294133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2294153.500000 Penalty: 4903.170898
	Iteration 23Q: 3 clusters Score -2294154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2294170.000000 Penalty: 4903.170898
	Iteration 24Q: 3 clusters Score -2294170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2294179.250000 Penalty: 4903.170898
	Iteration 25Q: 3 clusters Score -2294179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2294187.750000 Penalty: 4903.170898
	Iteration 26Q: 3 clusters Score -2294188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2294192.000000 Penalty: 4903.170898
	Iteration 27Q: 3 clusters Score -2294192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2294195.000000 Penalty: 4903.170898
	Iteration 28Q: 3 clusters Score -2294195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2294202.000000 Penalty: 4903.170898
	Iteration 29Q: 3 clusters Score -2294202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2294205.750000 Penalty: 4903.170898
	Iteration 30Q: 3 clusters Score -2294206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2294207.750000 Penalty: 4903.170898
	Iteration 31Q: 3 clusters Score -2294208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2294213.250000 Penalty: 4903.170898
	Iteration 32Q: 3 clusters Score -2294213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2294214.500000 Penalty: 4903.170898
	Iteration 33Q: 3 clusters Score -2294214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2294217.000000 Penalty: 4903.170898
	Iteration 34Q: 3 clusters Score -2294217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2294217.000000 Penalty: 4903.170898
	Iteration 35Q: 3 clusters Score -2294217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2294219.250000 Penalty: 4903.170898
	Iteration 36Q: 3 clusters Score -2294219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2294220.500000 Penalty: 4903.170898
	Iteration 37Q: 3 clusters Score -2294220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2294218.500000 Penalty: 4903.170898
	Iteration 38Q: 3 clusters Score -2294218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2294218.000000 Penalty: 4903.170898
	Iteration 39Q: 3 clusters Score -2294218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2294223.500000 Penalty: 4903.170898
	Iteration 40F: 3 clusters Score -2294224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2294221.750000 Penalty: 4903.170898
	Iteration 41Q: 3 clusters Score -2294222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2294222.250000 Penalty: 4903.170898
	Iteration 42Q: 3 clusters Score -2294222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2294222.250000 Penalty: 4903.170898
	Iteration 43F: 3 clusters Score -2294222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (105447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105447 members 
Entering Unmasked Estep 
Score: -13385809.000000 Penalty: 2868.358887
	Iteration 0F: 2 clusters Score -1.338581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -13315247.000000 Penalty: 5736.717773
	Iteration 0F: 3 clusters Score -1.331525e+07 nChanged 50035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -13343831.000000 Penalty: 5736.717773
	Iteration 1F: 3 clusters Score -1.334383e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -13344937.000000 Penalty: 5736.717773
	Iteration 2Q: 3 clusters Score -1.334494e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -13346547.000000 Penalty: 5736.717773
	Iteration 3Q: 3 clusters Score -1.334655e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -13348841.000000 Penalty: 5736.717773
	Iteration 4F: 3 clusters Score -1.334884e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -13352816.000000 Penalty: 5736.717773
	Iteration 5F: 3 clusters Score -1.335282e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -13358279.000000 Penalty: 5736.717773
	Iteration 6F: 3 clusters Score -1.335828e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -13364650.000000 Penalty: 5736.717773
	Iteration 7F: 3 clusters Score -1.336465e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -13370792.000000 Penalty: 5736.717773
	Iteration 8F: 3 clusters Score -1.337079e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 96770 members 
Entering Unmasked Estep 
Score: -13375759.000000 Penalty: 5736.717773
	Iteration 9F: 3 clusters Score -1.337576e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 100677 members 
Entering Unmasked Estep 
Score: -13379255.000000 Penalty: 5736.717773
	Iteration 10Q: 3 clusters Score -1.337926e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 103016 members 
Entering Unmasked Estep 
Score: -13381260.000000 Penalty: 5736.717773
	Iteration 11Q: 3 clusters Score -1.338126e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 104177 members 
Entering Unmasked Estep 
Score: -13382296.000000 Penalty: 5736.717773
	Iteration 12Q: 3 clusters Score -1.33823e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 104702 members 
Entering Unmasked Estep 
Score: -13382771.000000 Penalty: 5736.717773
	Iteration 13Q: 3 clusters Score -1.338277e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 104897 members 
Entering Unmasked Estep 
Score: -13383036.000000 Penalty: 5736.717773
	Iteration 14Q: 3 clusters Score -1.338304e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 104990 members 
Entering Unmasked Estep 
Score: -13383157.000000 Penalty: 5736.717773
	Iteration 15Q: 3 clusters Score -1.338316e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 105035 members 
Entering Unmasked Estep 
Score: -13383223.000000 Penalty: 5736.717773
	Iteration 16Q: 3 clusters Score -1.338322e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 105068 members 
Entering Unmasked Estep 
Score: -13383252.000000 Penalty: 5736.717773
	Iteration 17Q: 3 clusters Score -1.338325e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -13383260.000000 Penalty: 5736.717773
	Iteration 18Q: 3 clusters Score -1.338326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 105079 members 
Entering Unmasked Estep 
Score: -13383265.000000 Penalty: 5736.717773
	Iteration 19Q: 3 clusters Score -1.338326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -13383260.000000 Penalty: 5736.717773
	Iteration 20F: 3 clusters Score -1.338326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 105082 members 
Entering Unmasked Estep 
Score: -13383260.000000 Penalty: 5736.717773
	Iteration 21Q: 3 clusters Score -1.338326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 105082 members 
Entering Unmasked Estep 
Score: -13383260.000000 Penalty: 5736.717773
	Iteration 22F: 3 clusters Score -1.338326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Entering Unmasked Estep 
Score: -1731920.125000 Penalty: 2363.375488
	Iteration 0F: 2 clusters Score -1731920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1721775.375000 Penalty: 4726.750977
	Iteration 0F: 3 clusters Score -1721775 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1724831.500000 Penalty: 4726.750977
	Iteration 1F: 3 clusters Score -1724832 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1725268.625000 Penalty: 4726.750977
	Iteration 2F: 3 clusters Score -1725269 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1725638.000000 Penalty: 4726.750977
	Iteration 3F: 3 clusters Score -1725638 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1725965.125000 Penalty: 4726.750977
	Iteration 4Q: 3 clusters Score -1725965 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1726293.625000 Penalty: 4726.750977
	Iteration 5Q: 3 clusters Score -1726294 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1726707.125000 Penalty: 4726.750977
	Iteration 6Q: 3 clusters Score -1726707 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1727185.250000 Penalty: 4726.750977
	Iteration 7F: 3 clusters Score -1727185 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1727769.875000 Penalty: 4726.750977
	Iteration 8F: 3 clusters Score -1727770 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1728387.375000 Penalty: 4726.750977
	Iteration 9F: 3 clusters Score -1728387 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1728881.500000 Penalty: 4726.750977
	Iteration 10Q: 3 clusters Score -1728882 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1729232.250000 Penalty: 4726.750977
	Iteration 11Q: 3 clusters Score -1729232 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1729459.125000 Penalty: 4726.750977
	Iteration 12Q: 3 clusters Score -1729459 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1729602.500000 Penalty: 4726.750977
	Iteration 13Q: 3 clusters Score -1729602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1729676.875000 Penalty: 4726.750977
	Iteration 14Q: 3 clusters Score -1729677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1729740.000000 Penalty: 4726.750977
	Iteration 15Q: 3 clusters Score -1729740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1729782.875000 Penalty: 4726.750977
	Iteration 16Q: 3 clusters Score -1729783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1729799.375000 Penalty: 4726.750977
	Iteration 17Q: 3 clusters Score -1729799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1729816.125000 Penalty: 4726.750977
	Iteration 18Q: 3 clusters Score -1729816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1729827.750000 Penalty: 4726.750977
	Iteration 19Q: 3 clusters Score -1729828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1729830.375000 Penalty: 4726.750977
	Iteration 20F: 3 clusters Score -1729830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1729840.750000 Penalty: 4726.750977
	Iteration 21Q: 3 clusters Score -1729841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1729848.250000 Penalty: 4726.750977
	Iteration 22Q: 3 clusters Score -1729848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1729850.125000 Penalty: 4726.750977
	Iteration 23Q: 3 clusters Score -1729850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1729856.000000 Penalty: 4726.750977
	Iteration 24Q: 3 clusters Score -1729856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1729862.250000 Penalty: 4726.750977
	Iteration 25Q: 3 clusters Score -1729862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1729866.500000 Penalty: 4726.750977
	Iteration 26Q: 3 clusters Score -1729866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1729869.125000 Penalty: 4726.750977
	Iteration 27Q: 3 clusters Score -1729869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1729873.875000 Penalty: 4726.750977
	Iteration 28Q: 3 clusters Score -1729874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1729873.875000 Penalty: 4726.750977
	Iteration 29F: 3 clusters Score -1729874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -192802.796875 Penalty: 1830.303467
	Iteration 0F: 2 clusters Score -192802.8 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 803 members 
Entering Unmasked Estep 
Score: -190433.375000 Penalty: 3660.606934
	Iteration 0F: 3 clusters Score -190433.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -190873.140625 Penalty: 3660.606934
	Iteration 1F: 3 clusters Score -190873.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -191006.859375 Penalty: 3660.606934
	Iteration 2F: 3 clusters Score -191006.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -191077.531250 Penalty: 3660.606934
	Iteration 3Q: 3 clusters Score -191077.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -191143.515625 Penalty: 3660.606934
	Iteration 4Q: 3 clusters Score -191143.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -191209.203125 Penalty: 3660.606934
	Iteration 5Q: 3 clusters Score -191209.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -191264.328125 Penalty: 3660.606934
	Iteration 6Q: 3 clusters Score -191264.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -191324.000000 Penalty: 3660.606934
	Iteration 7Q: 3 clusters Score -191324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -191367.828125 Penalty: 3660.606934
	Iteration 8Q: 3 clusters Score -191367.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -191394.531250 Penalty: 3660.606934
	Iteration 9Q: 3 clusters Score -191394.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -191440.593750 Penalty: 3660.606934
	Iteration 10Q: 3 clusters Score -191440.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -191495.718750 Penalty: 3660.606934
	Iteration 11Q: 3 clusters Score -191495.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -191540.593750 Penalty: 3660.606934
	Iteration 12Q: 3 clusters Score -191540.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -191592.531250 Penalty: 3660.606934
	Iteration 13Q: 3 clusters Score -191592.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -191631.078125 Penalty: 3660.606934
	Iteration 14Q: 3 clusters Score -191631.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -191671.421875 Penalty: 3660.606934
	Iteration 15Q: 3 clusters Score -191671.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -191715.625000 Penalty: 3660.606934
	Iteration 16Q: 3 clusters Score -191715.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -191758.218750 Penalty: 3660.606934
	Iteration 17Q: 3 clusters Score -191758.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -191805.140625 Penalty: 3660.606934
	Iteration 18Q: 3 clusters Score -191805.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -191839.453125 Penalty: 3660.606934
	Iteration 19Q: 3 clusters Score -191839.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -191886.937500 Penalty: 3660.606934
	Iteration 20F: 3 clusters Score -191886.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -191943.781250 Penalty: 3660.606934
	Iteration 21Q: 3 clusters Score -191943.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -191987.546875 Penalty: 3660.606934
	Iteration 22Q: 3 clusters Score -191987.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -192031.843750 Penalty: 3660.606934
	Iteration 23Q: 3 clusters Score -192031.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -192063.687500 Penalty: 3660.606934
	Iteration 24Q: 3 clusters Score -192063.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -192088.453125 Penalty: 3660.606934
	Iteration 25Q: 3 clusters Score -192088.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -192094.218750 Penalty: 3660.606934
	Iteration 26Q: 3 clusters Score -192094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -192098.812500 Penalty: 3660.606934
	Iteration 27Q: 3 clusters Score -192098.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -192102.921875 Penalty: 3660.606934
	Iteration 28Q: 3 clusters Score -192102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -192104.984375 Penalty: 3660.606934
	Iteration 29Q: 3 clusters Score -192105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -192104.984375 Penalty: 3660.606934
	Iteration 30F: 3 clusters Score -192105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -94413.328125 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -94413.33 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 390 members 
Entering Unmasked Estep 
Score: -92617.132812 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -92617.13 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -93005.296875 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -93005.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93153.578125 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -93153.58 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93261.046875 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -93261.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -93385.375000 Penalty: 3334.424561
	Iteration 4F: 3 clusters Score -93385.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -93559.828125 Penalty: 3334.424561
	Iteration 5F: 3 clusters Score -93559.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -93730.882812 Penalty: 3334.424561
	Iteration 6F: 3 clusters Score -93730.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -93871.164062 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -93871.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -94014.960938 Penalty: 3334.424561
	Iteration 8F: 3 clusters Score -94014.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -94209.726562 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -94209.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94454.171875 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -94454.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -94789.070312 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -94789.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -94896.320312 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -94896.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -94993.203125 Penalty: 3334.424561
	Iteration 13Q: 3 clusters Score -94993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -95061.203125 Penalty: 3334.424561
	Iteration 14Q: 3 clusters Score -95061.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -95072.390625 Penalty: 3334.424561
	Iteration 15Q: 3 clusters Score -95072.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -95094.812500 Penalty: 3334.424561
	Iteration 16Q: 3 clusters Score -95094.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -95129.656250 Penalty: 3334.424561
	Iteration 17Q: 3 clusters Score -95129.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -95194.921875 Penalty: 3334.424561
	Iteration 18Q: 3 clusters Score -95194.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -95230.328125 Penalty: 3334.424561
	Iteration 19Q: 3 clusters Score -95230.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -95251.085938 Penalty: 3334.424561
	Iteration 20F: 3 clusters Score -95251.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -95273.500000 Penalty: 3334.424561
	Iteration 21Q: 3 clusters Score -95273.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -95273.500000 Penalty: 3334.424561
	Iteration 22F: 3 clusters Score -95273.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 29994 members 
Mstep: Class 3 contains 43920 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 156773 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 17880 members 
Mstep: Class 10 contains 286432 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 4840 members 
Mstep: Class 17 contains 34138 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 99940 members 
Mstep: Class 21 contains 151093 members 
Mstep: Class 22 contains 46111 members 
Mstep: Class 23 contains 27488 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 19642 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 8099 members 
Mstep: Class 32 contains 79785 members 
Mstep: Class 33 contains 552 members 
Entering Unmasked Estep 
Score: -157736896.000000 Penalty: 114993.804688
Splitting cluster 30 changes total score from -157737728.000000 to -157736896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (8099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Entering Unmasked Estep 
Score: -982915.625000 Penalty: 2231.875000
	Iteration 0F: 2 clusters Score -982915.6 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 4161 members 
Entering Unmasked Estep 
Score: -976432.812500 Penalty: 4463.750000
	Iteration 0F: 3 clusters Score -976432.8 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -978203.625000 Penalty: 4463.750000
	Iteration 1F: 3 clusters Score -978203.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -978503.562500 Penalty: 4463.750000
	Iteration 2F: 3 clusters Score -978503.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -978741.187500 Penalty: 4463.750000
	Iteration 3F: 3 clusters Score -978741.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -978953.625000 Penalty: 4463.750000
	Iteration 4Q: 3 clusters Score -978953.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -979202.375000 Penalty: 4463.750000
	Iteration 5Q: 3 clusters Score -979202.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -979462.687500 Penalty: 4463.750000
	Iteration 6Q: 3 clusters Score -979462.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -979746.937500 Penalty: 4463.750000
	Iteration 7Q: 3 clusters Score -979746.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -980055.125000 Penalty: 4463.750000
	Iteration 8Q: 3 clusters Score -980055.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -980328.937500 Penalty: 4463.750000
	Iteration 9Q: 3 clusters Score -980328.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -980540.375000 Penalty: 4463.750000
	Iteration 10Q: 3 clusters Score -980540.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -980710.562500 Penalty: 4463.750000
	Iteration 11Q: 3 clusters Score -980710.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -980846.750000 Penalty: 4463.750000
	Iteration 12Q: 3 clusters Score -980846.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -980931.375000 Penalty: 4463.750000
	Iteration 13Q: 3 clusters Score -980931.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -980991.062500 Penalty: 4463.750000
	Iteration 14Q: 3 clusters Score -980991.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -981031.375000 Penalty: 4463.750000
	Iteration 15Q: 3 clusters Score -981031.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -981060.375000 Penalty: 4463.750000
	Iteration 16Q: 3 clusters Score -981060.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -981074.375000 Penalty: 4463.750000
	Iteration 17Q: 3 clusters Score -981074.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -981084.312500 Penalty: 4463.750000
	Iteration 18Q: 3 clusters Score -981084.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -981092.125000 Penalty: 4463.750000
	Iteration 19Q: 3 clusters Score -981092.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -981097.000000 Penalty: 4463.750000
	Iteration 20F: 3 clusters Score -981097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -981102.312500 Penalty: 4463.750000
	Iteration 21Q: 3 clusters Score -981102.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -981105.250000 Penalty: 4463.750000
	Iteration 22Q: 3 clusters Score -981105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -981111.750000 Penalty: 4463.750000
	Iteration 23Q: 3 clusters Score -981111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -981118.750000 Penalty: 4463.750000
	Iteration 24Q: 3 clusters Score -981118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -981122.625000 Penalty: 4463.750000
	Iteration 25Q: 3 clusters Score -981122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -981128.750000 Penalty: 4463.750000
	Iteration 26Q: 3 clusters Score -981128.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -981130.812500 Penalty: 4463.750000
	Iteration 27Q: 3 clusters Score -981130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -981133.250000 Penalty: 4463.750000
	Iteration 28Q: 3 clusters Score -981133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -981134.875000 Penalty: 4463.750000
	Iteration 29Q: 3 clusters Score -981134.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -981137.500000 Penalty: 4463.750000
	Iteration 30Q: 3 clusters Score -981137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -981138.000000 Penalty: 4463.750000
	Iteration 31Q: 3 clusters Score -981138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -981138.500000 Penalty: 4463.750000
	Iteration 32Q: 3 clusters Score -981138.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -981142.937500 Penalty: 4463.750000
	Iteration 33Q: 3 clusters Score -981142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -981144.500000 Penalty: 4463.750000
	Iteration 34Q: 3 clusters Score -981144.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -981146.500000 Penalty: 4463.750000
	Iteration 35Q: 3 clusters Score -981146.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -981146.625000 Penalty: 4463.750000
	Iteration 36Q: 3 clusters Score -981146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -981149.375000 Penalty: 4463.750000
	Iteration 37Q: 3 clusters Score -981149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -981148.875000 Penalty: 4463.750000
	Iteration 38Q: 3 clusters Score -981148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -981150.687500 Penalty: 4463.750000
	Iteration 39Q: 3 clusters Score -981150.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -981151.625000 Penalty: 4463.750000
	Iteration 40F: 3 clusters Score -981151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -981153.500000 Penalty: 4463.750000
	Iteration 41Q: 3 clusters Score -981153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -981154.062500 Penalty: 4463.750000
	Iteration 42Q: 3 clusters Score -981154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -981154.750000 Penalty: 4463.750000
	Iteration 43Q: 3 clusters Score -981154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -981157.250000 Penalty: 4463.750000
	Iteration 44Q: 3 clusters Score -981157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -981158.875000 Penalty: 4463.750000
	Iteration 45Q: 3 clusters Score -981158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -981161.187500 Penalty: 4463.750000
	Iteration 46Q: 3 clusters Score -981161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -981160.625000 Penalty: 4463.750000
	Iteration 47Q: 3 clusters Score -981160.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -981160.625000 Penalty: 4463.750000
	Iteration 48F: 3 clusters Score -981160.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -10302000.000000 Penalty: 2799.198730
	Iteration 0F: 2 clusters Score -1.0302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -10248547.000000 Penalty: 5598.397461
	Iteration 0F: 3 clusters Score -1.024855e+07 nChanged 37398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -10269393.000000 Penalty: 5598.397461
	Iteration 1F: 3 clusters Score -1.026939e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -10269988.000000 Penalty: 5598.397461
	Iteration 2Q: 3 clusters Score -1.026999e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -10270586.000000 Penalty: 5598.397461
	Iteration 3Q: 3 clusters Score -1.027059e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -10271311.000000 Penalty: 5598.397461
	Iteration 4Q: 3 clusters Score -1.027131e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -10272349.000000 Penalty: 5598.397461
	Iteration 5Q: 3 clusters Score -1.027235e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -10274093.000000 Penalty: 5598.397461
	Iteration 6Q: 3 clusters Score -1.027409e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -10277314.000000 Penalty: 5598.397461
	Iteration 7F: 3 clusters Score -1.027731e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -10282842.000000 Penalty: 5598.397461
	Iteration 8F: 3 clusters Score -1.028284e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -10289695.000000 Penalty: 5598.397461
	Iteration 9F: 3 clusters Score -1.02897e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -10295474.000000 Penalty: 5598.397461
	Iteration 10F: 3 clusters Score -1.029547e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -10298147.000000 Penalty: 5598.397461
	Iteration 11Q: 3 clusters Score -1.029815e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -10298987.000000 Penalty: 5598.397461
	Iteration 12Q: 3 clusters Score -1.029899e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -10299294.000000 Penalty: 5598.397461
	Iteration 13Q: 3 clusters Score -1.029929e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -10299378.000000 Penalty: 5598.397461
	Iteration 14Q: 3 clusters Score -1.029938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -10299397.000000 Penalty: 5598.397461
	Iteration 15Q: 3 clusters Score -1.02994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -10299418.000000 Penalty: 5598.397461
	Iteration 16Q: 3 clusters Score -1.029942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -10299435.000000 Penalty: 5598.397461
	Iteration 17Q: 3 clusters Score -1.029944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 79549 members 
Entering Unmasked Estep 
Score: -10299450.000000 Penalty: 5598.397461
	Iteration 18Q: 3 clusters Score -1.029945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -10299444.000000 Penalty: 5598.397461
	Iteration 19Q: 3 clusters Score -1.029944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -10299455.000000 Penalty: 5598.397461
	Iteration 20F: 3 clusters Score -1.029946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -10299450.000000 Penalty: 5598.397461
	Iteration 21Q: 3 clusters Score -1.029945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -10299465.000000 Penalty: 5598.397461
	Iteration 22Q: 3 clusters Score -1.029946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -10299473.000000 Penalty: 5598.397461
	Iteration 23Q: 3 clusters Score -1.029947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -10299473.000000 Penalty: 5598.397461
	Iteration 24F: 3 clusters Score -1.029947e+07 nChanged 0
--- Evaluating fit on full set of 3796781 points ---
Entering Unmasked Estep 
Score: -477373440.000000 Penalty: 120227.734375
25->33 Clusters: Score -477373440.000000, best is -477531168.000000

Main iterations: 0 (time per=infms)
Total iterations: 83883 (time per=413.421773ms)
Iterations metric 2: 6175769755648.000000 (time per=5.615342ns)
Iterations metric 3: 185297069408256.000000 (time per=187.153843ps)

That took 34679.058594 seconds.
